diff options
| author | Daniel Baumann <daniel.baumann@progress-linux.org> | 2023-07-14 05:43:02 +0000 |
|---|---|---|
| committer | Daniel Baumann <daniel.baumann@progress-linux.org> | 2023-07-14 05:43:02 +0000 |
| commit | c8d4d4ead5df1c84966431eec8b88e974414dafc (patch) | |
| tree | 847e292ab98fe79a3a78cd6797b564b73f4d2681 /docs/sqlglot/optimizer | |
| parent | Releasing debian version 17.3.0-1. (diff) | |
| download | sqlglot-c8d4d4ead5df1c84966431eec8b88e974414dafc.tar.xz sqlglot-c8d4d4ead5df1c84966431eec8b88e974414dafc.zip | |
Merging upstream version 17.4.1.
Signed-off-by: Daniel Baumann <daniel.baumann@progress-linux.org>
Diffstat (limited to 'docs/sqlglot/optimizer')
| -rw-r--r-- | docs/sqlglot/optimizer/annotate_types.html | 6 | ||||
| -rw-r--r-- | docs/sqlglot/optimizer/eliminate_joins.html | 4 | ||||
| -rw-r--r-- | docs/sqlglot/optimizer/eliminate_subqueries.html | 2 | ||||
| -rw-r--r-- | docs/sqlglot/optimizer/isolate_table_selects.html | 74 | ||||
| -rw-r--r-- | docs/sqlglot/optimizer/merge_subqueries.html | 568 | ||||
| -rw-r--r-- | docs/sqlglot/optimizer/optimize_joins.html | 4 | ||||
| -rw-r--r-- | docs/sqlglot/optimizer/optimizer.html | 2 | ||||
| -rw-r--r-- | docs/sqlglot/optimizer/pushdown_predicates.html | 582 | ||||
| -rw-r--r-- | docs/sqlglot/optimizer/pushdown_projections.html | 18 | ||||
| -rw-r--r-- | docs/sqlglot/optimizer/qualify_columns.html | 12 | ||||
| -rw-r--r-- | docs/sqlglot/optimizer/qualify_tables.html | 396 | ||||
| -rw-r--r-- | docs/sqlglot/optimizer/scope.html | 2242 |
12 files changed, 1942 insertions, 1968 deletions
diff --git a/docs/sqlglot/optimizer/annotate_types.html b/docs/sqlglot/optimizer/annotate_types.html index 20fd764..bbb6e61 100644 --- a/docs/sqlglot/optimizer/annotate_types.html +++ b/docs/sqlglot/optimizer/annotate_types.html @@ -906,7 +906,7 @@ <div class="attr variable"> <span class="name">TYPE_TO_EXPRESSIONS</span><span class="annotation">: Dict[<a href="../expressions.html#DataType.Type">sqlglot.expressions.DataType.Type</a>, Set[Type[<a href="../expressions.html#Expression">sqlglot.expressions.Expression</a>]]]</span> = <input id="TypeAnnotator.TYPE_TO_EXPRESSIONS-view-value" class="view-value-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1"> - <label class="view-value-button pdoc-button" for="TypeAnnotator.TYPE_TO_EXPRESSIONS-view-value"></label><span class="default_value">{<Type.BIGINT: 'BIGINT'>: {<class '<a href="../expressions.html#Count">sqlglot.expressions.Count</a>'>, <class '<a href="../expressions.html#ArraySize">sqlglot.expressions.ArraySize</a>'>, <class '<a href="../expressions.html#Length">sqlglot.expressions.Length</a>'>, <class '<a href="../expressions.html#ApproxDistinct">sqlglot.expressions.ApproxDistinct</a>'>}, <Type.BOOLEAN: 'BOOLEAN'>: {<class '<a href="../expressions.html#RegexpLike">sqlglot.expressions.RegexpLike</a>'>, <class '<a href="../expressions.html#Between">sqlglot.expressions.Between</a>'>, <class '<a href="../expressions.html#Boolean">sqlglot.expressions.Boolean</a>'>, <class '<a href="../expressions.html#In">sqlglot.expressions.In</a>'>}, <Type.DATE: 'DATE'>: {<class '<a href="../expressions.html#DateFromParts">sqlglot.expressions.DateFromParts</a>'>, <class '<a href="../expressions.html#DateSub">sqlglot.expressions.DateSub</a>'>, <class '<a href="../expressions.html#TsOrDsToDate">sqlglot.expressions.TsOrDsToDate</a>'>, <class '<a href="../expressions.html#DiToDate">sqlglot.expressions.DiToDate</a>'>, <class '<a href="../expressions.html#DateAdd">sqlglot.expressions.DateAdd</a>'>, <class '<a href="../expressions.html#Date">sqlglot.expressions.Date</a>'>, <class '<a href="../expressions.html#CurrentDate">sqlglot.expressions.CurrentDate</a>'>, <class '<a href="../expressions.html#StrToDate">sqlglot.expressions.StrToDate</a>'>, <class '<a href="../expressions.html#DateStrToDate">sqlglot.expressions.DateStrToDate</a>'>, <class '<a href="../expressions.html#DateTrunc">sqlglot.expressions.DateTrunc</a>'>, <class '<a href="../expressions.html#TimeStrToDate">sqlglot.expressions.TimeStrToDate</a>'>}, <Type.DATETIME: 'DATETIME'>: {<class '<a href="../expressions.html#CurrentDatetime">sqlglot.expressions.CurrentDatetime</a>'>, <class '<a href="../expressions.html#DatetimeSub">sqlglot.expressions.DatetimeSub</a>'>, <class '<a href="../expressions.html#DatetimeAdd">sqlglot.expressions.DatetimeAdd</a>'>}, <Type.DOUBLE: 'DOUBLE'>: {<class '<a href="../expressions.html#Exp">sqlglot.expressions.Exp</a>'>, <class '<a href="../expressions.html#SafeDivide">sqlglot.expressions.SafeDivide</a>'>, <class '<a href="../expressions.html#Round">sqlglot.expressions.Round</a>'>, <class '<a href="../expressions.html#Log10">sqlglot.expressions.Log10</a>'>, <class '<a href="../expressions.html#Variance">sqlglot.expressions.Variance</a>'>, <class '<a href="../expressions.html#ApproxQuantile">sqlglot.expressions.ApproxQuantile</a>'>, <class '<a href="../expressions.html#Log2">sqlglot.expressions.Log2</a>'>, <class '<a href="../expressions.html#StddevSamp">sqlglot.expressions.StddevSamp</a>'>, <class '<a href="../expressions.html#Avg">sqlglot.expressions.Avg</a>'>, <class '<a href="../expressions.html#Quantile">sqlglot.expressions.Quantile</a>'>, <class '<a href="../expressions.html#Log">sqlglot.expressions.Log</a>'>, <class '<a href="../expressions.html#StddevPop">sqlglot.expressions.StddevPop</a>'>, <class '<a href="../expressions.html#VariancePop">sqlglot.expressions.VariancePop</a>'>, <class '<a href="../expressions.html#Ln">sqlglot.expressions.Ln</a>'>, <class '<a href="../expressions.html#Stddev">sqlglot.expressions.Stddev</a>'>, <class '<a href="../expressions.html#Sqrt">sqlglot.expressions.Sqrt</a>'>, <class '<a href="../expressions.html#Pow">sqlglot.expressions.Pow</a>'>}, <Type.INT: 'INT'>: {<class '<a href="../expressions.html#DateDiff">sqlglot.expressions.DateDiff</a>'>, <class '<a href="../expressions.html#TsOrDiToDi">sqlglot.expressions.TsOrDiToDi</a>'>, <class '<a href="../expressions.html#TimeDiff">sqlglot.expressions.TimeDiff</a>'>, <class '<a href="../expressions.html#TimestampDiff">sqlglot.expressions.TimestampDiff</a>'>, <class '<a href="../expressions.html#DatetimeDiff">sqlglot.expressions.DatetimeDiff</a>'>, <class '<a href="../expressions.html#Ceil">sqlglot.expressions.Ceil</a>'>, <class '<a href="../expressions.html#Extract">sqlglot.expressions.Extract</a>'>, <class '<a href="../expressions.html#DateToDi">sqlglot.expressions.DateToDi</a>'>, <class '<a href="../expressions.html#Floor">sqlglot.expressions.Floor</a>'>, <class '<a href="../expressions.html#Levenshtein">sqlglot.expressions.Levenshtein</a>'>, <class '<a href="../expressions.html#StrPosition">sqlglot.expressions.StrPosition</a>'>}, <Type.TIMESTAMP: 'TIMESTAMP'>: {<class '<a href="../expressions.html#TimeSub">sqlglot.expressions.TimeSub</a>'>, <class '<a href="../expressions.html#TimestampSub">sqlglot.expressions.TimestampSub</a>'>, <class '<a href="../expressions.html#TimeAdd">sqlglot.expressions.TimeAdd</a>'>, <class '<a href="../expressions.html#CurrentTimestamp">sqlglot.expressions.CurrentTimestamp</a>'>, <class '<a href="../expressions.html#TimestampAdd">sqlglot.expressions.TimestampAdd</a>'>, <class '<a href="../expressions.html#CurrentTime">sqlglot.expressions.CurrentTime</a>'>, <class '<a href="../expressions.html#StrToTime">sqlglot.expressions.StrToTime</a>'>, <class '<a href="../expressions.html#UnixToTime">sqlglot.expressions.UnixToTime</a>'>, <class '<a href="../expressions.html#TimeStrToTime">sqlglot.expressions.TimeStrToTime</a>'>}, <Type.TINYINT: 'TINYINT'>: {<class '<a href="../expressions.html#Day">sqlglot.expressions.Day</a>'>, <class '<a href="../expressions.html#Year">sqlglot.expressions.Year</a>'>, <class '<a href="../expressions.html#Month">sqlglot.expressions.Month</a>'>, <class '<a href="../expressions.html#Week">sqlglot.expressions.Week</a>'>}, <Type.VARCHAR: 'VARCHAR'>: {<class '<a href="../expressions.html#Lower">sqlglot.expressions.Lower</a>'>, <class '<a href="../expressions.html#ConcatWs">sqlglot.expressions.ConcatWs</a>'>, <class '<a href="../expressions.html#GroupConcat">sqlglot.expressions.GroupConcat</a>'>, <class '<a href="../expressions.html#Substring">sqlglot.expressions.Substring</a>'>, <class '<a href="../expressions.html#SafeConcat">sqlglot.expressions.SafeConcat</a>'>, <class '<a href="../expressions.html#TimeToTimeStr">sqlglot.expressions.TimeToTimeStr</a>'>, <class '<a href="../expressions.html#TimeToStr">sqlglot.expressions.TimeToStr</a>'>, <class '<a href="../expressions.html#Concat">sqlglot.expressions.Concat</a>'>, <class '<a href="../expressions.html#TsOrDsToDateStr">sqlglot.expressions.TsOrDsToDateStr</a>'>, <class '<a href="../expressions.html#UnixToStr">sqlglot.expressions.UnixToStr</a>'>, <class '<a href="../expressions.html#Upper">sqlglot.expressions.Upper</a>'>, <class '<a href="../expressions.html#Trim">sqlglot.expressions.Trim</a>'>, <class '<a href="../expressions.html#ArrayConcat">sqlglot.expressions.ArrayConcat</a>'>, <class '<a href="../expressions.html#UnixToTimeStr">sqlglot.expressions.UnixToTimeStr</a>'>, <class '<a href="../expressions.html#Initcap">sqlglot.expressions.Initcap</a>'>, <class '<a href="../expressions.html#DateToDateStr">sqlglot.expressions.DateToDateStr</a>'>}}</span> + <label class="view-value-button pdoc-button" for="TypeAnnotator.TYPE_TO_EXPRESSIONS-view-value"></label><span class="default_value">{<Type.BIGINT: 'BIGINT'>: {<class '<a href="../expressions.html#ApproxDistinct">sqlglot.expressions.ApproxDistinct</a>'>, <class '<a href="../expressions.html#Length">sqlglot.expressions.Length</a>'>, <class '<a href="../expressions.html#Count">sqlglot.expressions.Count</a>'>, <class '<a href="../expressions.html#ArraySize">sqlglot.expressions.ArraySize</a>'>}, <Type.BOOLEAN: 'BOOLEAN'>: {<class '<a href="../expressions.html#Boolean">sqlglot.expressions.Boolean</a>'>, <class '<a href="../expressions.html#RegexpLike">sqlglot.expressions.RegexpLike</a>'>, <class '<a href="../expressions.html#Between">sqlglot.expressions.Between</a>'>, <class '<a href="../expressions.html#In">sqlglot.expressions.In</a>'>}, <Type.DATE: 'DATE'>: {<class '<a href="../expressions.html#DiToDate">sqlglot.expressions.DiToDate</a>'>, <class '<a href="../expressions.html#DateSub">sqlglot.expressions.DateSub</a>'>, <class '<a href="../expressions.html#TsOrDsToDate">sqlglot.expressions.TsOrDsToDate</a>'>, <class '<a href="../expressions.html#DateAdd">sqlglot.expressions.DateAdd</a>'>, <class '<a href="../expressions.html#CurrentDate">sqlglot.expressions.CurrentDate</a>'>, <class '<a href="../expressions.html#Date">sqlglot.expressions.Date</a>'>, <class '<a href="../expressions.html#StrToDate">sqlglot.expressions.StrToDate</a>'>, <class '<a href="../expressions.html#TimeStrToDate">sqlglot.expressions.TimeStrToDate</a>'>, <class '<a href="../expressions.html#DateTrunc">sqlglot.expressions.DateTrunc</a>'>, <class '<a href="../expressions.html#DateStrToDate">sqlglot.expressions.DateStrToDate</a>'>, <class '<a href="../expressions.html#DateFromParts">sqlglot.expressions.DateFromParts</a>'>}, <Type.DATETIME: 'DATETIME'>: {<class '<a href="../expressions.html#CurrentDatetime">sqlglot.expressions.CurrentDatetime</a>'>, <class '<a href="../expressions.html#DatetimeSub">sqlglot.expressions.DatetimeSub</a>'>, <class '<a href="../expressions.html#DatetimeAdd">sqlglot.expressions.DatetimeAdd</a>'>}, <Type.DOUBLE: 'DOUBLE'>: {<class '<a href="../expressions.html#SafeDivide">sqlglot.expressions.SafeDivide</a>'>, <class '<a href="../expressions.html#Variance">sqlglot.expressions.Variance</a>'>, <class '<a href="../expressions.html#Avg">sqlglot.expressions.Avg</a>'>, <class '<a href="../expressions.html#Round">sqlglot.expressions.Round</a>'>, <class '<a href="../expressions.html#VariancePop">sqlglot.expressions.VariancePop</a>'>, <class '<a href="../expressions.html#StddevSamp">sqlglot.expressions.StddevSamp</a>'>, <class '<a href="../expressions.html#ApproxQuantile">sqlglot.expressions.ApproxQuantile</a>'>, <class '<a href="../expressions.html#Log10">sqlglot.expressions.Log10</a>'>, <class '<a href="../expressions.html#StddevPop">sqlglot.expressions.StddevPop</a>'>, <class '<a href="../expressions.html#Quantile">sqlglot.expressions.Quantile</a>'>, <class '<a href="../expressions.html#Log2">sqlglot.expressions.Log2</a>'>, <class '<a href="../expressions.html#Stddev">sqlglot.expressions.Stddev</a>'>, <class '<a href="../expressions.html#Log">sqlglot.expressions.Log</a>'>, <class '<a href="../expressions.html#Sqrt">sqlglot.expressions.Sqrt</a>'>, <class '<a href="../expressions.html#Ln">sqlglot.expressions.Ln</a>'>, <class '<a href="../expressions.html#Exp">sqlglot.expressions.Exp</a>'>, <class '<a href="../expressions.html#Pow">sqlglot.expressions.Pow</a>'>}, <Type.INT: 'INT'>: {<class '<a href="../expressions.html#DateDiff">sqlglot.expressions.DateDiff</a>'>, <class '<a href="../expressions.html#TimeDiff">sqlglot.expressions.TimeDiff</a>'>, <class '<a href="../expressions.html#TimestampDiff">sqlglot.expressions.TimestampDiff</a>'>, <class '<a href="../expressions.html#Ceil">sqlglot.expressions.Ceil</a>'>, <class '<a href="../expressions.html#DatetimeDiff">sqlglot.expressions.DatetimeDiff</a>'>, <class '<a href="../expressions.html#Floor">sqlglot.expressions.Floor</a>'>, <class '<a href="../expressions.html#Extract">sqlglot.expressions.Extract</a>'>, <class '<a href="../expressions.html#DateToDi">sqlglot.expressions.DateToDi</a>'>, <class '<a href="../expressions.html#StrPosition">sqlglot.expressions.StrPosition</a>'>, <class '<a href="../expressions.html#Levenshtein">sqlglot.expressions.Levenshtein</a>'>, <class '<a href="../expressions.html#TsOrDiToDi">sqlglot.expressions.TsOrDiToDi</a>'>}, <Type.TIMESTAMP: 'TIMESTAMP'>: {<class '<a href="../expressions.html#TimeSub">sqlglot.expressions.TimeSub</a>'>, <class '<a href="../expressions.html#TimestampSub">sqlglot.expressions.TimestampSub</a>'>, <class '<a href="../expressions.html#TimeAdd">sqlglot.expressions.TimeAdd</a>'>, <class '<a href="../expressions.html#CurrentTimestamp">sqlglot.expressions.CurrentTimestamp</a>'>, <class '<a href="../expressions.html#TimestampAdd">sqlglot.expressions.TimestampAdd</a>'>, <class '<a href="../expressions.html#StrToTime">sqlglot.expressions.StrToTime</a>'>, <class '<a href="../expressions.html#CurrentTime">sqlglot.expressions.CurrentTime</a>'>, <class '<a href="../expressions.html#UnixToTime">sqlglot.expressions.UnixToTime</a>'>, <class '<a href="../expressions.html#TimeStrToTime">sqlglot.expressions.TimeStrToTime</a>'>}, <Type.TINYINT: 'TINYINT'>: {<class '<a href="../expressions.html#Month">sqlglot.expressions.Month</a>'>, <class '<a href="../expressions.html#Week">sqlglot.expressions.Week</a>'>, <class '<a href="../expressions.html#Day">sqlglot.expressions.Day</a>'>, <class '<a href="../expressions.html#Year">sqlglot.expressions.Year</a>'>}, <Type.VARCHAR: 'VARCHAR'>: {<class '<a href="../expressions.html#SafeConcat">sqlglot.expressions.SafeConcat</a>'>, <class '<a href="../expressions.html#GroupConcat">sqlglot.expressions.GroupConcat</a>'>, <class '<a href="../expressions.html#Concat">sqlglot.expressions.Concat</a>'>, <class '<a href="../expressions.html#Substring">sqlglot.expressions.Substring</a>'>, <class '<a href="../expressions.html#Lower">sqlglot.expressions.Lower</a>'>, <class '<a href="../expressions.html#TimeToStr">sqlglot.expressions.TimeToStr</a>'>, <class '<a href="../expressions.html#TimeToTimeStr">sqlglot.expressions.TimeToTimeStr</a>'>, <class '<a href="../expressions.html#TsOrDsToDateStr">sqlglot.expressions.TsOrDsToDateStr</a>'>, <class '<a href="../expressions.html#Upper">sqlglot.expressions.Upper</a>'>, <class '<a href="../expressions.html#ArrayConcat">sqlglot.expressions.ArrayConcat</a>'>, <class '<a href="../expressions.html#Trim">sqlglot.expressions.Trim</a>'>, <class '<a href="../expressions.html#UnixToTimeStr">sqlglot.expressions.UnixToTimeStr</a>'>, <class '<a href="../expressions.html#UnixToStr">sqlglot.expressions.UnixToStr</a>'>, <class '<a href="../expressions.html#DateToDateStr">sqlglot.expressions.DateToDateStr</a>'>, <class '<a href="../expressions.html#ConcatWs">sqlglot.expressions.ConcatWs</a>'>, <class '<a href="../expressions.html#Initcap">sqlglot.expressions.Initcap</a>'>}}</span> </div> @@ -919,7 +919,7 @@ <div class="attr variable"> <span class="name">ANNOTATORS</span><span class="annotation">: Dict</span> = <input id="TypeAnnotator.ANNOTATORS-view-value" class="view-value-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1"> - <label class="view-value-button pdoc-button" for="TypeAnnotator.ANNOTATORS-view-value"></label><span class="default_value">{<class '<a href="../expressions.html#Alias">sqlglot.expressions.Alias</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#BitwiseNot">sqlglot.expressions.BitwiseNot</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#Neg">sqlglot.expressions.Neg</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#Not">sqlglot.expressions.Not</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#Paren">sqlglot.expressions.Paren</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#Unary">sqlglot.expressions.Unary</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#Add">sqlglot.expressions.Add</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#And">sqlglot.expressions.And</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#ArrayContained">sqlglot.expressions.ArrayContained</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#ArrayContains">sqlglot.expressions.ArrayContains</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#ArrayOverlaps">sqlglot.expressions.ArrayOverlaps</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#Binary">sqlglot.expressions.Binary</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#BitwiseAnd">sqlglot.expressions.BitwiseAnd</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#BitwiseLeftShift">sqlglot.expressions.BitwiseLeftShift</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#BitwiseOr">sqlglot.expressions.BitwiseOr</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#BitwiseRightShift">sqlglot.expressions.BitwiseRightShift</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#BitwiseXor">sqlglot.expressions.BitwiseXor</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#Collate">sqlglot.expressions.Collate</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#Connector">sqlglot.expressions.Connector</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#DPipe">sqlglot.expressions.DPipe</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#Distance">sqlglot.expressions.Distance</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#Div">sqlglot.expressions.Div</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#Dot">sqlglot.expressions.Dot</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#EQ">sqlglot.expressions.EQ</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#Escape">sqlglot.expressions.Escape</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#GT">sqlglot.expressions.GT</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#GTE">sqlglot.expressions.GTE</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#Glob">sqlglot.expressions.Glob</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#ILike">sqlglot.expressions.ILike</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#ILikeAny">sqlglot.expressions.ILikeAny</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#IntDiv">sqlglot.expressions.IntDiv</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#Is">sqlglot.expressions.Is</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#JSONArrayContains">sqlglot.expressions.JSONArrayContains</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#JSONBContains">sqlglot.expressions.JSONBContains</a>'>: <function TypeAnnotator.<dictcomp>.<lambda>>, <class '<a href="../expressions.html#JSONBExtract">sqlglot.expressions.JSONBExtract</a>'>: <function 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<function _annotate_with_type_lambda.<locals>.<lambda>>, <class '<a href="../expressions.html#ConcatWs">sqlglot.expressions.ConcatWs</a>'>: <function _annotate_with_type_lambda.<locals>.<lambda>>, <class '<a href="../expressions.html#Initcap">sqlglot.expressions.Initcap</a>'>: <function _annotate_with_type_lambda.<locals>.<lambda>>, <class '<a href="../expressions.html#Anonymous">sqlglot.expressions.Anonymous</a>'>: <function TypeAnnotator.<lambda>>, <class '<a href="../expressions.html#Cast">sqlglot.expressions.Cast</a>'>: <function TypeAnnotator.<lambda>>, <class '<a href="../expressions.html#Case">sqlglot.expressions.Case</a>'>: <function TypeAnnotator.<lambda>>, <class '<a href="../expressions.html#Coalesce">sqlglot.expressions.Coalesce</a>'>: <function TypeAnnotator.<lambda>>, <class '<a href="../expressions.html#DataType">sqlglot.expressions.DataType</a>'>: <function TypeAnnotator.<lambda>>, <class '<a href="../expressions.html#If">sqlglot.expressions.If</a>'>: <function TypeAnnotator.<lambda>>, <class '<a href="../expressions.html#Interval">sqlglot.expressions.Interval</a>'>: <function TypeAnnotator.<lambda>>, <class '<a href="../expressions.html#Least">sqlglot.expressions.Least</a>'>: <function TypeAnnotator.<lambda>>, <class '<a href="../expressions.html#Literal">sqlglot.expressions.Literal</a>'>: <function TypeAnnotator.<lambda>>, <class '<a href="../expressions.html#Map">sqlglot.expressions.Map</a>'>: <function TypeAnnotator.<lambda>>, <class '<a href="../expressions.html#Max">sqlglot.expressions.Max</a>'>: <function TypeAnnotator.<lambda>>, <class '<a href="../expressions.html#Min">sqlglot.expressions.Min</a>'>: <function TypeAnnotator.<lambda>>, <class '<a href="../expressions.html#Null">sqlglot.expressions.Null</a>'>: <function TypeAnnotator.<lambda>>, <class '<a href="../expressions.html#Sum">sqlglot.expressions.Sum</a>'>: <function TypeAnnotator.<lambda>>, <class '<a href="../expressions.html#TryCast">sqlglot.expressions.TryCast</a>'>: <function TypeAnnotator.<lambda>>, <class '<a href="../expressions.html#VarMap">sqlglot.expressions.VarMap</a>'>: <function TypeAnnotator.<lambda>>}</span> </div> @@ -932,7 +932,7 @@ <div class="attr variable"> <span class="name">COERCES_TO</span><span class="annotation">: Dict[<a href="../expressions.html#DataType.Type">sqlglot.expressions.DataType.Type</a>, Set[<a href="../expressions.html#DataType.Type">sqlglot.expressions.DataType.Type</a>]]</span> = <input id="TypeAnnotator.COERCES_TO-view-value" class="view-value-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1"> - <label class="view-value-button pdoc-button" for="TypeAnnotator.COERCES_TO-view-value"></label><span class="default_value">{<Type.TEXT: 'TEXT'>: set(), <Type.NVARCHAR: 'NVARCHAR'>: {<Type.TEXT: 'TEXT'>}, <Type.VARCHAR: 'VARCHAR'>: {<Type.TEXT: 'TEXT'>, <Type.NVARCHAR: 'NVARCHAR'>}, <Type.NCHAR: 'NCHAR'>: {<Type.TEXT: 'TEXT'>, <Type.NVARCHAR: 'NVARCHAR'>, <Type.VARCHAR: 'VARCHAR'>}, <Type.CHAR: 'CHAR'>: {<Type.TEXT: 'TEXT'>, <Type.NVARCHAR: 'NVARCHAR'>, <Type.NCHAR: 'NCHAR'>, <Type.VARCHAR: 'VARCHAR'>}, <Type.DOUBLE: 'DOUBLE'>: set(), <Type.FLOAT: 'FLOAT'>: {<Type.DOUBLE: 'DOUBLE'>}, <Type.DECIMAL: 'DECIMAL'>: {<Type.FLOAT: 'FLOAT'>, <Type.DOUBLE: 'DOUBLE'>}, <Type.BIGINT: 'BIGINT'>: {<Type.FLOAT: 'FLOAT'>, <Type.DECIMAL: 'DECIMAL'>, <Type.DOUBLE: 'DOUBLE'>}, <Type.INT: 'INT'>: {<Type.FLOAT: 'FLOAT'>, <Type.DECIMAL: 'DECIMAL'>, <Type.DOUBLE: 'DOUBLE'>, <Type.BIGINT: 'BIGINT'>}, <Type.SMALLINT: 'SMALLINT'>: {<Type.BIGINT: 'BIGINT'>, <Type.DECIMAL: 'DECIMAL'>, <Type.DOUBLE: 'DOUBLE'>, <Type.INT: 'INT'>, <Type.FLOAT: 'FLOAT'>}, <Type.TINYINT: 'TINYINT'>: {<Type.BIGINT: 'BIGINT'>, <Type.DECIMAL: 'DECIMAL'>, <Type.SMALLINT: 'SMALLINT'>, <Type.DOUBLE: 'DOUBLE'>, <Type.INT: 'INT'>, <Type.FLOAT: 'FLOAT'>}, <Type.TIMESTAMPLTZ: 'TIMESTAMPLTZ'>: set(), <Type.TIMESTAMPTZ: 'TIMESTAMPTZ'>: {<Type.TIMESTAMPLTZ: 'TIMESTAMPLTZ'>}, <Type.TIMESTAMP: 'TIMESTAMP'>: {<Type.TIMESTAMPTZ: 'TIMESTAMPTZ'>, <Type.TIMESTAMPLTZ: 'TIMESTAMPLTZ'>}, <Type.DATETIME: 'DATETIME'>: {<Type.TIMESTAMPTZ: 'TIMESTAMPTZ'>, <Type.TIMESTAMPLTZ: 'TIMESTAMPLTZ'>, <Type.TIMESTAMP: 'TIMESTAMP'>}, <Type.DATE: 'DATE'>: {<Type.TIMESTAMPTZ: 'TIMESTAMPTZ'>, <Type.TIMESTAMPLTZ: 'TIMESTAMPLTZ'>, <Type.DATETIME: 'DATETIME'>, <Type.TIMESTAMP: 'TIMESTAMP'>}}</span> + <label class="view-value-button pdoc-button" for="TypeAnnotator.COERCES_TO-view-value"></label><span class="default_value">{<Type.TEXT: 'TEXT'>: set(), <Type.NVARCHAR: 'NVARCHAR'>: {<Type.TEXT: 'TEXT'>}, <Type.VARCHAR: 'VARCHAR'>: {<Type.NVARCHAR: 'NVARCHAR'>, <Type.TEXT: 'TEXT'>}, <Type.NCHAR: 'NCHAR'>: {<Type.NVARCHAR: 'NVARCHAR'>, <Type.TEXT: 'TEXT'>, <Type.VARCHAR: 'VARCHAR'>}, <Type.CHAR: 'CHAR'>: {<Type.NCHAR: 'NCHAR'>, <Type.NVARCHAR: 'NVARCHAR'>, <Type.TEXT: 'TEXT'>, <Type.VARCHAR: 'VARCHAR'>}, <Type.DOUBLE: 'DOUBLE'>: set(), <Type.FLOAT: 'FLOAT'>: {<Type.DOUBLE: 'DOUBLE'>}, <Type.DECIMAL: 'DECIMAL'>: {<Type.FLOAT: 'FLOAT'>, <Type.DOUBLE: 'DOUBLE'>}, <Type.BIGINT: 'BIGINT'>: {<Type.DECIMAL: 'DECIMAL'>, <Type.FLOAT: 'FLOAT'>, <Type.DOUBLE: 'DOUBLE'>}, <Type.INT: 'INT'>: {<Type.DECIMAL: 'DECIMAL'>, <Type.BIGINT: 'BIGINT'>, <Type.FLOAT: 'FLOAT'>, <Type.DOUBLE: 'DOUBLE'>}, <Type.SMALLINT: 'SMALLINT'>: {<Type.BIGINT: 'BIGINT'>, <Type.INT: 'INT'>, <Type.DECIMAL: 'DECIMAL'>, <Type.FLOAT: 'FLOAT'>, <Type.DOUBLE: 'DOUBLE'>}, <Type.TINYINT: 'TINYINT'>: {<Type.SMALLINT: 'SMALLINT'>, <Type.BIGINT: 'BIGINT'>, <Type.INT: 'INT'>, <Type.DECIMAL: 'DECIMAL'>, <Type.FLOAT: 'FLOAT'>, <Type.DOUBLE: 'DOUBLE'>}, <Type.TIMESTAMPLTZ: 'TIMESTAMPLTZ'>: set(), <Type.TIMESTAMPTZ: 'TIMESTAMPTZ'>: {<Type.TIMESTAMPLTZ: 'TIMESTAMPLTZ'>}, <Type.TIMESTAMP: 'TIMESTAMP'>: {<Type.TIMESTAMPTZ: 'TIMESTAMPTZ'>, <Type.TIMESTAMPLTZ: 'TIMESTAMPLTZ'>}, <Type.DATETIME: 'DATETIME'>: {<Type.TIMESTAMPTZ: 'TIMESTAMPTZ'>, <Type.TIMESTAMPLTZ: 'TIMESTAMPLTZ'>, <Type.TIMESTAMP: 'TIMESTAMP'>}, <Type.DATE: 'DATE'>: {<Type.TIMESTAMPTZ: 'TIMESTAMPTZ'>, <Type.DATETIME: 'DATETIME'>, <Type.TIMESTAMPLTZ: 'TIMESTAMPLTZ'>, <Type.TIMESTAMP: 'TIMESTAMP'>}}</span> </div> diff --git a/docs/sqlglot/optimizer/eliminate_joins.html b/docs/sqlglot/optimizer/eliminate_joins.html index 8811803..592cefe 100644 --- a/docs/sqlglot/optimizer/eliminate_joins.html +++ b/docs/sqlglot/optimizer/eliminate_joins.html @@ -146,7 +146,7 @@ </span><span id="L-85"><a href="#L-85"><span class="linenos"> 85</span></a> <span class="n">grouped_outputs</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span> </span><span id="L-86"><a href="#L-86"><span class="linenos"> 86</span></a> </span><span id="L-87"><a href="#L-87"><span class="linenos"> 87</span></a> <span class="n">unique_outputs</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span> -</span><span id="L-88"><a href="#L-88"><span class="linenos"> 88</span></a> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">selects</span><span class="p">:</span> +</span><span id="L-88"><a href="#L-88"><span class="linenos"> 88</span></a> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">selects</span><span class="p">:</span> </span><span id="L-89"><a href="#L-89"><span class="linenos"> 89</span></a> <span class="n">output</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">unalias</span><span class="p">()</span> </span><span id="L-90"><a href="#L-90"><span class="linenos"> 90</span></a> <span class="k">if</span> <span class="n">output</span> <span class="ow">in</span> <span class="n">grouped_expressions</span><span class="p">:</span> </span><span id="L-91"><a href="#L-91"><span class="linenos"> 91</span></a> <span class="n">grouped_outputs</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">output</span><span class="p">)</span> @@ -166,7 +166,7 @@ </span><span id="L-105"><a href="#L-105"><span class="linenos">105</span></a> </span><span id="L-106"><a href="#L-106"><span class="linenos">106</span></a><span class="k">def</span> <span class="nf">_has_single_output_row</span><span class="p">(</span><span class="n">scope</span><span class="p">):</span> </span><span id="L-107"><a href="#L-107"><span class="linenos">107</span></a> <span class="k">return</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">)</span> <span class="ow">and</span> <span class="p">(</span> -</span><span id="L-108"><a href="#L-108"><span class="linenos">108</span></a> <span class="nb">all</span><span class="p">(</span><span class="nb">isinstance</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">unalias</span><span class="p">(),</span> <span class="n">exp</span><span class="o">.</span><span class="n">AggFunc</span><span class="p">)</span> <span class="k">for</span> <span class="n">e</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">selects</span><span class="p">)</span> +</span><span id="L-108"><a href="#L-108"><span class="linenos">108</span></a> <span class="nb">all</span><span class="p">(</span><span class="nb">isinstance</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">unalias</span><span class="p">(),</span> <span class="n">exp</span><span class="o">.</span><span class="n">AggFunc</span><span class="p">)</span> <span class="k">for</span> <span class="n">e</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">selects</span><span class="p">)</span> </span><span id="L-109"><a href="#L-109"><span class="linenos">109</span></a> <span class="ow">or</span> <span class="n">_is_limit_1</span><span class="p">(</span><span class="n">scope</span><span class="p">)</span> </span><span id="L-110"><a href="#L-110"><span class="linenos">110</span></a> <span class="ow">or</span> <span class="ow">not</span> <span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"from"</span><span class="p">)</span> </span><span id="L-111"><a href="#L-111"><span class="linenos">111</span></a> <span class="p">)</span> diff --git a/docs/sqlglot/optimizer/eliminate_subqueries.html b/docs/sqlglot/optimizer/eliminate_subqueries.html index 2a8bd83..e688a67 100644 --- a/docs/sqlglot/optimizer/eliminate_subqueries.html +++ b/docs/sqlglot/optimizer/eliminate_subqueries.html @@ -171,7 +171,7 @@ </span><span id="L-113"><a href="#L-113"><span class="linenos">113</span></a> <span class="n">taken</span><span class="p">[</span><span class="n">alias</span><span class="p">]</span> <span class="o">=</span> <span class="n">scope</span> </span><span id="L-114"><a href="#L-114"><span class="linenos">114</span></a> </span><span id="L-115"><a href="#L-115"><span class="linenos">115</span></a> <span class="c1"># Try to maintain the selections</span> -</span><span id="L-116"><a href="#L-116"><span class="linenos">116</span></a> <span class="n">expressions</span> <span class="o">=</span> <span class="n">scope</span><span class="o">.</span><span class="n">selects</span> +</span><span id="L-116"><a href="#L-116"><span class="linenos">116</span></a> <span class="n">expressions</span> <span class="o">=</span> <span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">selects</span> </span><span id="L-117"><a href="#L-117"><span class="linenos">117</span></a> <span class="n">selects</span> <span class="o">=</span> <span class="p">[</span> </span><span id="L-118"><a href="#L-118"><span class="linenos">118</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">alias_</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">column</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">,</span> <span class="n">table</span><span class="o">=</span><span class="n">alias</span><span class="p">),</span> <span class="n">alias</span><span class="o">=</span><span class="n">e</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> </span><span id="L-119"><a href="#L-119"><span class="linenos">119</span></a> <span class="k">for</span> <span class="n">e</span> <span class="ow">in</span> <span class="n">expressions</span> diff --git a/docs/sqlglot/optimizer/isolate_table_selects.html b/docs/sqlglot/optimizer/isolate_table_selects.html index 2d6be53..7c54854 100644 --- a/docs/sqlglot/optimizer/isolate_table_selects.html +++ b/docs/sqlglot/optimizer/isolate_table_selects.html @@ -70,22 +70,27 @@ </span><span id="L-12"><a href="#L-12"><span class="linenos">12</span></a> <span class="k">continue</span> </span><span id="L-13"><a href="#L-13"><span class="linenos">13</span></a> </span><span id="L-14"><a href="#L-14"><span class="linenos">14</span></a> <span class="k">for</span> <span class="n">_</span><span class="p">,</span> <span class="n">source</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">selected_sources</span><span class="o">.</span><span class="n">values</span><span class="p">():</span> -</span><span id="L-15"><a href="#L-15"><span class="linenos">15</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">)</span> <span class="ow">or</span> <span class="ow">not</span> <span class="n">schema</span><span class="o">.</span><span class="n">column_names</span><span class="p">(</span><span class="n">source</span><span class="p">):</span> -</span><span id="L-16"><a href="#L-16"><span class="linenos">16</span></a> <span class="k">continue</span> -</span><span id="L-17"><a href="#L-17"><span class="linenos">17</span></a> -</span><span id="L-18"><a href="#L-18"><span class="linenos">18</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span> -</span><span id="L-19"><a href="#L-19"><span class="linenos">19</span></a> <span class="k">raise</span> <span class="n">OptimizeError</span><span class="p">(</span><span class="s2">"Tables require an alias. Run qualify_tables optimization."</span><span class="p">)</span> -</span><span id="L-20"><a href="#L-20"><span class="linenos">20</span></a> -</span><span id="L-21"><a href="#L-21"><span class="linenos">21</span></a> <span class="n">source</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span> -</span><span id="L-22"><a href="#L-22"><span class="linenos">22</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">select</span><span class="p">(</span><span class="s2">"*"</span><span class="p">)</span> -</span><span id="L-23"><a href="#L-23"><span class="linenos">23</span></a> <span class="o">.</span><span class="n">from_</span><span class="p">(</span> -</span><span id="L-24"><a href="#L-24"><span class="linenos">24</span></a> <span class="n">alias</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">source</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">,</span> <span class="n">table</span><span class="o">=</span><span class="kc">True</span><span class="p">),</span> -</span><span id="L-25"><a href="#L-25"><span class="linenos">25</span></a> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> -</span><span id="L-26"><a href="#L-26"><span class="linenos">26</span></a> <span class="p">)</span> -</span><span id="L-27"><a href="#L-27"><span class="linenos">27</span></a> <span class="o">.</span><span class="n">subquery</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">alias</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> -</span><span id="L-28"><a href="#L-28"><span class="linenos">28</span></a> <span class="p">)</span> -</span><span id="L-29"><a href="#L-29"><span class="linenos">29</span></a> -</span><span id="L-30"><a href="#L-30"><span class="linenos">30</span></a> <span class="k">return</span> <span class="n">expression</span> +</span><span id="L-15"><a href="#L-15"><span class="linenos">15</span></a> <span class="k">if</span> <span class="p">(</span> +</span><span id="L-16"><a href="#L-16"><span class="linenos">16</span></a> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">)</span> +</span><span id="L-17"><a href="#L-17"><span class="linenos">17</span></a> <span class="ow">or</span> <span class="ow">not</span> <span class="n">schema</span><span class="o">.</span><span class="n">column_names</span><span class="p">(</span><span class="n">source</span><span class="p">)</span> +</span><span id="L-18"><a href="#L-18"><span class="linenos">18</span></a> <span class="ow">or</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">parent</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subquery</span><span class="p">)</span> +</span><span id="L-19"><a href="#L-19"><span class="linenos">19</span></a> <span class="ow">or</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">parent</span><span class="o">.</span><span class="n">parent</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">)</span> +</span><span id="L-20"><a href="#L-20"><span class="linenos">20</span></a> <span class="p">):</span> +</span><span id="L-21"><a href="#L-21"><span class="linenos">21</span></a> <span class="k">continue</span> +</span><span id="L-22"><a href="#L-22"><span class="linenos">22</span></a> +</span><span id="L-23"><a href="#L-23"><span class="linenos">23</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span> +</span><span id="L-24"><a href="#L-24"><span class="linenos">24</span></a> <span class="k">raise</span> <span class="n">OptimizeError</span><span class="p">(</span><span class="s2">"Tables require an alias. Run qualify_tables optimization."</span><span class="p">)</span> +</span><span id="L-25"><a href="#L-25"><span class="linenos">25</span></a> +</span><span id="L-26"><a href="#L-26"><span class="linenos">26</span></a> <span class="n">source</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span> +</span><span id="L-27"><a href="#L-27"><span class="linenos">27</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">select</span><span class="p">(</span><span class="s2">"*"</span><span class="p">)</span> +</span><span id="L-28"><a href="#L-28"><span class="linenos">28</span></a> <span class="o">.</span><span class="n">from_</span><span class="p">(</span> +</span><span id="L-29"><a href="#L-29"><span class="linenos">29</span></a> <span class="n">alias</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">source</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">,</span> <span class="n">table</span><span class="o">=</span><span class="kc">True</span><span class="p">),</span> +</span><span id="L-30"><a href="#L-30"><span class="linenos">30</span></a> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> +</span><span id="L-31"><a href="#L-31"><span class="linenos">31</span></a> <span class="p">)</span> +</span><span id="L-32"><a href="#L-32"><span class="linenos">32</span></a> <span class="o">.</span><span class="n">subquery</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">alias</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> +</span><span id="L-33"><a href="#L-33"><span class="linenos">33</span></a> <span class="p">)</span> +</span><span id="L-34"><a href="#L-34"><span class="linenos">34</span></a> +</span><span id="L-35"><a href="#L-35"><span class="linenos">35</span></a> <span class="k">return</span> <span class="n">expression</span> </span></pre></div> @@ -109,22 +114,27 @@ </span><span id="isolate_table_selects-13"><a href="#isolate_table_selects-13"><span class="linenos">13</span></a> <span class="k">continue</span> </span><span id="isolate_table_selects-14"><a href="#isolate_table_selects-14"><span class="linenos">14</span></a> </span><span id="isolate_table_selects-15"><a href="#isolate_table_selects-15"><span class="linenos">15</span></a> <span class="k">for</span> <span class="n">_</span><span class="p">,</span> <span class="n">source</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">selected_sources</span><span class="o">.</span><span class="n">values</span><span class="p">():</span> -</span><span id="isolate_table_selects-16"><a href="#isolate_table_selects-16"><span class="linenos">16</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">)</span> <span class="ow">or</span> <span class="ow">not</span> <span class="n">schema</span><span class="o">.</span><span class="n">column_names</span><span class="p">(</span><span class="n">source</span><span class="p">):</span> -</span><span id="isolate_table_selects-17"><a href="#isolate_table_selects-17"><span class="linenos">17</span></a> <span class="k">continue</span> -</span><span id="isolate_table_selects-18"><a href="#isolate_table_selects-18"><span class="linenos">18</span></a> -</span><span id="isolate_table_selects-19"><a href="#isolate_table_selects-19"><span class="linenos">19</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span> -</span><span id="isolate_table_selects-20"><a href="#isolate_table_selects-20"><span class="linenos">20</span></a> <span class="k">raise</span> <span class="n">OptimizeError</span><span class="p">(</span><span class="s2">"Tables require an alias. Run qualify_tables optimization."</span><span class="p">)</span> -</span><span id="isolate_table_selects-21"><a href="#isolate_table_selects-21"><span class="linenos">21</span></a> -</span><span id="isolate_table_selects-22"><a href="#isolate_table_selects-22"><span class="linenos">22</span></a> <span class="n">source</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span> -</span><span id="isolate_table_selects-23"><a href="#isolate_table_selects-23"><span class="linenos">23</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">select</span><span class="p">(</span><span class="s2">"*"</span><span class="p">)</span> -</span><span id="isolate_table_selects-24"><a href="#isolate_table_selects-24"><span class="linenos">24</span></a> <span class="o">.</span><span class="n">from_</span><span class="p">(</span> -</span><span id="isolate_table_selects-25"><a href="#isolate_table_selects-25"><span class="linenos">25</span></a> <span class="n">alias</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">source</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">,</span> <span class="n">table</span><span class="o">=</span><span class="kc">True</span><span class="p">),</span> -</span><span id="isolate_table_selects-26"><a href="#isolate_table_selects-26"><span class="linenos">26</span></a> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> -</span><span id="isolate_table_selects-27"><a href="#isolate_table_selects-27"><span class="linenos">27</span></a> <span class="p">)</span> -</span><span id="isolate_table_selects-28"><a href="#isolate_table_selects-28"><span class="linenos">28</span></a> <span class="o">.</span><span class="n">subquery</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">alias</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> -</span><span id="isolate_table_selects-29"><a href="#isolate_table_selects-29"><span class="linenos">29</span></a> <span class="p">)</span> -</span><span id="isolate_table_selects-30"><a href="#isolate_table_selects-30"><span class="linenos">30</span></a> -</span><span id="isolate_table_selects-31"><a href="#isolate_table_selects-31"><span class="linenos">31</span></a> <span class="k">return</span> <span class="n">expression</span> +</span><span id="isolate_table_selects-16"><a href="#isolate_table_selects-16"><span class="linenos">16</span></a> <span class="k">if</span> <span class="p">(</span> +</span><span id="isolate_table_selects-17"><a href="#isolate_table_selects-17"><span class="linenos">17</span></a> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">)</span> +</span><span id="isolate_table_selects-18"><a href="#isolate_table_selects-18"><span class="linenos">18</span></a> <span class="ow">or</span> <span class="ow">not</span> <span class="n">schema</span><span class="o">.</span><span class="n">column_names</span><span class="p">(</span><span class="n">source</span><span class="p">)</span> +</span><span id="isolate_table_selects-19"><a href="#isolate_table_selects-19"><span class="linenos">19</span></a> <span class="ow">or</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">parent</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subquery</span><span class="p">)</span> +</span><span id="isolate_table_selects-20"><a href="#isolate_table_selects-20"><span class="linenos">20</span></a> <span class="ow">or</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">parent</span><span class="o">.</span><span class="n">parent</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">)</span> +</span><span id="isolate_table_selects-21"><a href="#isolate_table_selects-21"><span class="linenos">21</span></a> <span class="p">):</span> +</span><span id="isolate_table_selects-22"><a href="#isolate_table_selects-22"><span class="linenos">22</span></a> <span class="k">continue</span> +</span><span id="isolate_table_selects-23"><a href="#isolate_table_selects-23"><span class="linenos">23</span></a> +</span><span id="isolate_table_selects-24"><a href="#isolate_table_selects-24"><span class="linenos">24</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span> +</span><span id="isolate_table_selects-25"><a href="#isolate_table_selects-25"><span class="linenos">25</span></a> <span class="k">raise</span> <span class="n">OptimizeError</span><span class="p">(</span><span class="s2">"Tables require an alias. Run qualify_tables optimization."</span><span class="p">)</span> +</span><span id="isolate_table_selects-26"><a href="#isolate_table_selects-26"><span class="linenos">26</span></a> +</span><span id="isolate_table_selects-27"><a href="#isolate_table_selects-27"><span class="linenos">27</span></a> <span class="n">source</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span> +</span><span id="isolate_table_selects-28"><a href="#isolate_table_selects-28"><span class="linenos">28</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">select</span><span class="p">(</span><span class="s2">"*"</span><span class="p">)</span> +</span><span id="isolate_table_selects-29"><a href="#isolate_table_selects-29"><span class="linenos">29</span></a> <span class="o">.</span><span class="n">from_</span><span class="p">(</span> +</span><span id="isolate_table_selects-30"><a href="#isolate_table_selects-30"><span class="linenos">30</span></a> <span class="n">alias</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">source</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">,</span> <span class="n">table</span><span class="o">=</span><span class="kc">True</span><span class="p">),</span> +</span><span id="isolate_table_selects-31"><a href="#isolate_table_selects-31"><span class="linenos">31</span></a> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> +</span><span id="isolate_table_selects-32"><a href="#isolate_table_selects-32"><span class="linenos">32</span></a> <span class="p">)</span> +</span><span id="isolate_table_selects-33"><a href="#isolate_table_selects-33"><span class="linenos">33</span></a> <span class="o">.</span><span class="n">subquery</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">alias</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> +</span><span id="isolate_table_selects-34"><a href="#isolate_table_selects-34"><span class="linenos">34</span></a> <span class="p">)</span> +</span><span id="isolate_table_selects-35"><a href="#isolate_table_selects-35"><span class="linenos">35</span></a> +</span><span id="isolate_table_selects-36"><a href="#isolate_table_selects-36"><span class="linenos">36</span></a> <span class="k">return</span> <span class="n">expression</span> </span></pre></div> diff --git a/docs/sqlglot/optimizer/merge_subqueries.html b/docs/sqlglot/optimizer/merge_subqueries.html index 114db36..f946b23 100644 --- a/docs/sqlglot/optimizer/merge_subqueries.html +++ b/docs/sqlglot/optimizer/merge_subqueries.html @@ -177,296 +177,297 @@ </span><span id="L-107"><a href="#L-107"><span class="linenos">107</span></a> <span class="n">_merge_order</span><span class="p">(</span><span class="n">outer_scope</span><span class="p">,</span> <span class="n">inner_scope</span><span class="p">)</span> </span><span id="L-108"><a href="#L-108"><span class="linenos">108</span></a> <span class="n">_merge_hints</span><span class="p">(</span><span class="n">outer_scope</span><span class="p">,</span> <span class="n">inner_scope</span><span class="p">)</span> </span><span id="L-109"><a href="#L-109"><span class="linenos">109</span></a> <span class="n">outer_scope</span><span class="o">.</span><span class="n">clear_cache</span><span class="p">()</span> -</span><span id="L-110"><a href="#L-110"><span class="linenos">110</span></a> <span class="k">return</span> <span class="n">expression</span> -</span><span id="L-111"><a href="#L-111"><span class="linenos">111</span></a> +</span><span id="L-110"><a href="#L-110"><span class="linenos">110</span></a> +</span><span id="L-111"><a href="#L-111"><span class="linenos">111</span></a> <span class="k">return</span> <span class="n">expression</span> </span><span id="L-112"><a href="#L-112"><span class="linenos">112</span></a> -</span><span id="L-113"><a href="#L-113"><span class="linenos">113</span></a><span class="k">def</span> <span class="nf">_mergeable</span><span class="p">(</span><span class="n">outer_scope</span><span class="p">,</span> <span class="n">inner_scope</span><span class="p">,</span> <span class="n">leave_tables_isolated</span><span class="p">,</span> <span class="n">from_or_join</span><span class="p">):</span> -</span><span id="L-114"><a href="#L-114"><span class="linenos">114</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-115"><a href="#L-115"><span class="linenos">115</span></a><span class="sd"> Return True if `inner_select` can be merged into outer query.</span> -</span><span id="L-116"><a href="#L-116"><span class="linenos">116</span></a> -</span><span id="L-117"><a href="#L-117"><span class="linenos">117</span></a><span class="sd"> Args:</span> -</span><span id="L-118"><a href="#L-118"><span class="linenos">118</span></a><span class="sd"> outer_scope (Scope)</span> -</span><span id="L-119"><a href="#L-119"><span class="linenos">119</span></a><span class="sd"> inner_scope (Scope)</span> -</span><span id="L-120"><a href="#L-120"><span class="linenos">120</span></a><span class="sd"> leave_tables_isolated (bool)</span> -</span><span id="L-121"><a href="#L-121"><span class="linenos">121</span></a><span class="sd"> from_or_join (exp.From|exp.Join)</span> -</span><span id="L-122"><a href="#L-122"><span class="linenos">122</span></a><span class="sd"> Returns:</span> -</span><span id="L-123"><a href="#L-123"><span class="linenos">123</span></a><span class="sd"> bool: True if can be merged</span> -</span><span id="L-124"><a href="#L-124"><span class="linenos">124</span></a><span class="sd"> """</span> -</span><span id="L-125"><a href="#L-125"><span class="linenos">125</span></a> <span class="n">inner_select</span> <span class="o">=</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">unnest</span><span class="p">()</span> -</span><span id="L-126"><a href="#L-126"><span class="linenos">126</span></a> -</span><span id="L-127"><a href="#L-127"><span class="linenos">127</span></a> <span class="k">def</span> <span class="nf">_is_a_window_expression_in_unmergable_operation</span><span class="p">():</span> -</span><span id="L-128"><a href="#L-128"><span class="linenos">128</span></a> <span class="n">window_expressions</span> <span class="o">=</span> <span class="n">inner_select</span><span class="o">.</span><span class="n">find_all</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Window</span><span class="p">)</span> -</span><span id="L-129"><a href="#L-129"><span class="linenos">129</span></a> <span class="n">window_alias_names</span> <span class="o">=</span> <span class="p">{</span><span class="n">window</span><span class="o">.</span><span class="n">parent</span><span class="o">.</span><span class="n">alias_or_name</span> <span class="k">for</span> <span class="n">window</span> <span class="ow">in</span> <span class="n">window_expressions</span><span class="p">}</span> -</span><span id="L-130"><a href="#L-130"><span class="linenos">130</span></a> <span class="n">inner_select_name</span> <span class="o">=</span> <span class="n">inner_select</span><span class="o">.</span><span class="n">parent</span><span class="o">.</span><span class="n">alias_or_name</span> -</span><span id="L-131"><a href="#L-131"><span class="linenos">131</span></a> <span class="n">unmergable_window_columns</span> <span class="o">=</span> <span class="p">[</span> -</span><span id="L-132"><a href="#L-132"><span class="linenos">132</span></a> <span class="n">column</span> -</span><span id="L-133"><a href="#L-133"><span class="linenos">133</span></a> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="n">outer_scope</span><span class="o">.</span><span class="n">columns</span> -</span><span id="L-134"><a href="#L-134"><span class="linenos">134</span></a> <span class="k">if</span> <span class="n">column</span><span class="o">.</span><span class="n">find_ancestor</span><span class="p">(</span> -</span><span id="L-135"><a href="#L-135"><span class="linenos">135</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Where</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Group</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Order</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Having</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">AggFunc</span> -</span><span id="L-136"><a href="#L-136"><span class="linenos">136</span></a> <span class="p">)</span> -</span><span id="L-137"><a href="#L-137"><span class="linenos">137</span></a> <span class="p">]</span> -</span><span id="L-138"><a href="#L-138"><span class="linenos">138</span></a> <span class="n">window_expressions_in_unmergable</span> <span class="o">=</span> <span class="p">[</span> -</span><span id="L-139"><a href="#L-139"><span class="linenos">139</span></a> <span class="n">column</span> -</span><span id="L-140"><a href="#L-140"><span class="linenos">140</span></a> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="n">unmergable_window_columns</span> -</span><span id="L-141"><a href="#L-141"><span class="linenos">141</span></a> <span class="k">if</span> <span class="n">column</span><span class="o">.</span><span class="n">table</span> <span class="o">==</span> <span class="n">inner_select_name</span> <span class="ow">and</span> <span class="n">column</span><span class="o">.</span><span class="n">name</span> <span class="ow">in</span> <span class="n">window_alias_names</span> -</span><span id="L-142"><a href="#L-142"><span class="linenos">142</span></a> <span class="p">]</span> -</span><span id="L-143"><a href="#L-143"><span class="linenos">143</span></a> <span class="k">return</span> <span class="nb">any</span><span class="p">(</span><span class="n">window_expressions_in_unmergable</span><span class="p">)</span> -</span><span id="L-144"><a href="#L-144"><span class="linenos">144</span></a> -</span><span id="L-145"><a href="#L-145"><span class="linenos">145</span></a> <span class="k">def</span> <span class="nf">_outer_select_joins_on_inner_select_join</span><span class="p">():</span> -</span><span id="L-146"><a href="#L-146"><span class="linenos">146</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-147"><a href="#L-147"><span class="linenos">147</span></a><span class="sd"> All columns from the inner select in the ON clause must be from the first FROM table.</span> -</span><span id="L-148"><a href="#L-148"><span class="linenos">148</span></a> -</span><span id="L-149"><a href="#L-149"><span class="linenos">149</span></a><span class="sd"> That is, this can be merged:</span> -</span><span id="L-150"><a href="#L-150"><span class="linenos">150</span></a><span class="sd"> SELECT * FROM x JOIN (SELECT y.a AS a FROM y JOIN z) AS q ON x.a = q.a</span> -</span><span id="L-151"><a href="#L-151"><span class="linenos">151</span></a><span class="sd"> ^^^ ^</span> -</span><span id="L-152"><a href="#L-152"><span class="linenos">152</span></a><span class="sd"> But this can't:</span> -</span><span id="L-153"><a href="#L-153"><span class="linenos">153</span></a><span class="sd"> SELECT * FROM x JOIN (SELECT z.a AS a FROM y JOIN z) AS q ON x.a = q.a</span> -</span><span id="L-154"><a href="#L-154"><span class="linenos">154</span></a><span class="sd"> ^^^ ^</span> -</span><span id="L-155"><a href="#L-155"><span class="linenos">155</span></a><span class="sd"> """</span> -</span><span id="L-156"><a href="#L-156"><span class="linenos">156</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">from_or_join</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">):</span> -</span><span id="L-157"><a href="#L-157"><span class="linenos">157</span></a> <span class="k">return</span> <span class="kc">False</span> -</span><span id="L-158"><a href="#L-158"><span class="linenos">158</span></a> -</span><span id="L-159"><a href="#L-159"><span class="linenos">159</span></a> <span class="n">alias</span> <span class="o">=</span> <span class="n">from_or_join</span><span class="o">.</span><span class="n">alias_or_name</span> -</span><span id="L-160"><a href="#L-160"><span class="linenos">160</span></a> -</span><span id="L-161"><a href="#L-161"><span class="linenos">161</span></a> <span class="n">on</span> <span class="o">=</span> <span class="n">from_or_join</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"on"</span><span class="p">)</span> -</span><span id="L-162"><a href="#L-162"><span class="linenos">162</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">on</span><span class="p">:</span> -</span><span id="L-163"><a href="#L-163"><span class="linenos">163</span></a> <span class="k">return</span> <span class="kc">False</span> -</span><span id="L-164"><a href="#L-164"><span class="linenos">164</span></a> <span class="n">selections</span> <span class="o">=</span> <span class="p">[</span><span class="n">c</span><span class="o">.</span><span class="n">name</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">on</span><span class="o">.</span><span class="n">find_all</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Column</span><span class="p">)</span> <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">table</span> <span class="o">==</span> <span class="n">alias</span><span class="p">]</span> -</span><span id="L-165"><a href="#L-165"><span class="linenos">165</span></a> <span class="n">inner_from</span> <span class="o">=</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"from"</span><span class="p">)</span> -</span><span id="L-166"><a href="#L-166"><span class="linenos">166</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">inner_from</span><span class="p">:</span> -</span><span id="L-167"><a href="#L-167"><span class="linenos">167</span></a> <span class="k">return</span> <span class="kc">False</span> -</span><span id="L-168"><a href="#L-168"><span class="linenos">168</span></a> <span class="n">inner_from_table</span> <span class="o">=</span> <span class="n">inner_from</span><span class="o">.</span><span class="n">alias_or_name</span> -</span><span id="L-169"><a href="#L-169"><span class="linenos">169</span></a> <span class="n">inner_projections</span> <span class="o">=</span> <span class="p">{</span><span class="n">s</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">:</span> <span class="n">s</span> <span class="k">for</span> <span class="n">s</span> <span class="ow">in</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">selects</span><span class="p">}</span> -</span><span id="L-170"><a href="#L-170"><span class="linenos">170</span></a> <span class="k">return</span> <span class="nb">any</span><span class="p">(</span> -</span><span id="L-171"><a href="#L-171"><span class="linenos">171</span></a> <span class="n">col</span><span class="o">.</span><span class="n">table</span> <span class="o">!=</span> <span class="n">inner_from_table</span> -</span><span id="L-172"><a href="#L-172"><span class="linenos">172</span></a> <span class="k">for</span> <span class="n">selection</span> <span class="ow">in</span> <span class="n">selections</span> -</span><span id="L-173"><a href="#L-173"><span class="linenos">173</span></a> <span class="k">for</span> <span class="n">col</span> <span class="ow">in</span> <span class="n">inner_projections</span><span class="p">[</span><span class="n">selection</span><span class="p">]</span><span class="o">.</span><span class="n">find_all</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Column</span><span class="p">)</span> -</span><span id="L-174"><a href="#L-174"><span class="linenos">174</span></a> <span class="p">)</span> -</span><span id="L-175"><a href="#L-175"><span class="linenos">175</span></a> -</span><span id="L-176"><a href="#L-176"><span class="linenos">176</span></a> <span class="k">return</span> <span class="p">(</span> -</span><span id="L-177"><a href="#L-177"><span class="linenos">177</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">outer_scope</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">)</span> -</span><span id="L-178"><a href="#L-178"><span class="linenos">178</span></a> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">inner_select</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">)</span> -</span><span id="L-179"><a href="#L-179"><span class="linenos">179</span></a> <span class="ow">and</span> <span class="ow">not</span> <span class="nb">any</span><span class="p">(</span><span class="n">inner_select</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">arg</span><span class="p">)</span> <span class="k">for</span> <span class="n">arg</span> <span class="ow">in</span> <span class="n">UNMERGABLE_ARGS</span><span class="p">)</span> -</span><span id="L-180"><a href="#L-180"><span class="linenos">180</span></a> <span class="ow">and</span> <span class="n">inner_select</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"from"</span><span class="p">)</span> -</span><span id="L-181"><a href="#L-181"><span class="linenos">181</span></a> <span class="ow">and</span> <span class="ow">not</span> <span class="n">outer_scope</span><span class="o">.</span><span class="n">pivots</span> -</span><span id="L-182"><a href="#L-182"><span class="linenos">182</span></a> <span class="ow">and</span> <span class="ow">not</span> <span class="nb">any</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">find</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">AggFunc</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">)</span> <span class="k">for</span> <span class="n">e</span> <span class="ow">in</span> <span class="n">inner_select</span><span class="o">.</span><span class="n">expressions</span><span class="p">)</span> -</span><span id="L-183"><a href="#L-183"><span class="linenos">183</span></a> <span class="ow">and</span> <span class="ow">not</span> <span class="p">(</span><span class="n">leave_tables_isolated</span> <span class="ow">and</span> <span class="nb">len</span><span class="p">(</span><span class="n">outer_scope</span><span class="o">.</span><span class="n">selected_sources</span><span class="p">)</span> <span class="o">></span> <span class="mi">1</span><span class="p">)</span> -</span><span id="L-184"><a href="#L-184"><span class="linenos">184</span></a> <span class="ow">and</span> <span class="ow">not</span> <span class="p">(</span> -</span><span id="L-185"><a href="#L-185"><span class="linenos">185</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">from_or_join</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">)</span> -</span><span id="L-186"><a href="#L-186"><span class="linenos">186</span></a> <span class="ow">and</span> <span class="n">inner_select</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"where"</span><span class="p">)</span> -</span><span id="L-187"><a href="#L-187"><span class="linenos">187</span></a> <span class="ow">and</span> <span class="n">from_or_join</span><span class="o">.</span><span class="n">side</span> <span class="ow">in</span> <span class="p">{</span><span class="s2">"FULL"</span><span class="p">,</span> <span class="s2">"LEFT"</span><span class="p">,</span> <span class="s2">"RIGHT"</span><span class="p">}</span> -</span><span id="L-188"><a href="#L-188"><span class="linenos">188</span></a> <span class="p">)</span> -</span><span id="L-189"><a href="#L-189"><span class="linenos">189</span></a> <span class="ow">and</span> <span class="ow">not</span> <span class="p">(</span> -</span><span id="L-190"><a href="#L-190"><span class="linenos">190</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">from_or_join</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">)</span> -</span><span id="L-191"><a href="#L-191"><span class="linenos">191</span></a> <span class="ow">and</span> <span class="n">inner_select</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"where"</span><span class="p">)</span> -</span><span id="L-192"><a href="#L-192"><span class="linenos">192</span></a> <span class="ow">and</span> <span class="nb">any</span><span class="p">(</span> -</span><span id="L-193"><a href="#L-193"><span class="linenos">193</span></a> <span class="n">j</span><span class="o">.</span><span class="n">side</span> <span class="ow">in</span> <span class="p">{</span><span class="s2">"FULL"</span><span class="p">,</span> <span class="s2">"RIGHT"</span><span class="p">}</span> <span class="k">for</span> <span class="n">j</span> <span class="ow">in</span> <span class="n">outer_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"joins"</span><span class="p">,</span> <span class="p">[])</span> -</span><span id="L-194"><a href="#L-194"><span class="linenos">194</span></a> <span class="p">)</span> -</span><span id="L-195"><a href="#L-195"><span class="linenos">195</span></a> <span class="p">)</span> -</span><span id="L-196"><a href="#L-196"><span class="linenos">196</span></a> <span class="ow">and</span> <span class="ow">not</span> <span class="n">_outer_select_joins_on_inner_select_join</span><span class="p">()</span> -</span><span id="L-197"><a href="#L-197"><span class="linenos">197</span></a> <span class="ow">and</span> <span class="ow">not</span> <span class="n">_is_a_window_expression_in_unmergable_operation</span><span class="p">()</span> -</span><span id="L-198"><a href="#L-198"><span class="linenos">198</span></a> <span class="p">)</span> -</span><span id="L-199"><a href="#L-199"><span class="linenos">199</span></a> +</span><span id="L-113"><a href="#L-113"><span class="linenos">113</span></a> +</span><span id="L-114"><a href="#L-114"><span class="linenos">114</span></a><span class="k">def</span> <span class="nf">_mergeable</span><span class="p">(</span><span class="n">outer_scope</span><span class="p">,</span> <span class="n">inner_scope</span><span class="p">,</span> <span class="n">leave_tables_isolated</span><span class="p">,</span> <span class="n">from_or_join</span><span class="p">):</span> +</span><span id="L-115"><a href="#L-115"><span class="linenos">115</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-116"><a href="#L-116"><span class="linenos">116</span></a><span class="sd"> Return True if `inner_select` can be merged into outer query.</span> +</span><span id="L-117"><a href="#L-117"><span class="linenos">117</span></a> +</span><span id="L-118"><a href="#L-118"><span class="linenos">118</span></a><span class="sd"> Args:</span> +</span><span id="L-119"><a href="#L-119"><span class="linenos">119</span></a><span class="sd"> outer_scope (Scope)</span> +</span><span id="L-120"><a href="#L-120"><span class="linenos">120</span></a><span class="sd"> inner_scope (Scope)</span> +</span><span id="L-121"><a href="#L-121"><span class="linenos">121</span></a><span class="sd"> leave_tables_isolated (bool)</span> +</span><span id="L-122"><a href="#L-122"><span class="linenos">122</span></a><span class="sd"> from_or_join (exp.From|exp.Join)</span> +</span><span id="L-123"><a href="#L-123"><span class="linenos">123</span></a><span class="sd"> Returns:</span> +</span><span id="L-124"><a href="#L-124"><span class="linenos">124</span></a><span class="sd"> bool: True if can be merged</span> +</span><span id="L-125"><a href="#L-125"><span class="linenos">125</span></a><span class="sd"> """</span> +</span><span id="L-126"><a href="#L-126"><span class="linenos">126</span></a> <span class="n">inner_select</span> <span class="o">=</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">unnest</span><span class="p">()</span> +</span><span id="L-127"><a href="#L-127"><span class="linenos">127</span></a> +</span><span id="L-128"><a href="#L-128"><span class="linenos">128</span></a> <span class="k">def</span> <span class="nf">_is_a_window_expression_in_unmergable_operation</span><span class="p">():</span> +</span><span id="L-129"><a href="#L-129"><span class="linenos">129</span></a> <span class="n">window_expressions</span> <span class="o">=</span> <span class="n">inner_select</span><span class="o">.</span><span class="n">find_all</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Window</span><span class="p">)</span> +</span><span id="L-130"><a href="#L-130"><span class="linenos">130</span></a> <span class="n">window_alias_names</span> <span class="o">=</span> <span class="p">{</span><span class="n">window</span><span class="o">.</span><span class="n">parent</span><span class="o">.</span><span class="n">alias_or_name</span> <span class="k">for</span> <span class="n">window</span> <span class="ow">in</span> <span class="n">window_expressions</span><span class="p">}</span> +</span><span id="L-131"><a href="#L-131"><span class="linenos">131</span></a> <span class="n">inner_select_name</span> <span class="o">=</span> <span class="n">inner_select</span><span class="o">.</span><span class="n">parent</span><span class="o">.</span><span class="n">alias_or_name</span> +</span><span id="L-132"><a href="#L-132"><span class="linenos">132</span></a> <span class="n">unmergable_window_columns</span> <span class="o">=</span> <span class="p">[</span> +</span><span id="L-133"><a href="#L-133"><span class="linenos">133</span></a> <span class="n">column</span> +</span><span id="L-134"><a href="#L-134"><span class="linenos">134</span></a> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="n">outer_scope</span><span class="o">.</span><span class="n">columns</span> +</span><span id="L-135"><a href="#L-135"><span class="linenos">135</span></a> <span class="k">if</span> <span class="n">column</span><span class="o">.</span><span class="n">find_ancestor</span><span class="p">(</span> +</span><span id="L-136"><a href="#L-136"><span class="linenos">136</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Where</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Group</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Order</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Having</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">AggFunc</span> +</span><span id="L-137"><a href="#L-137"><span class="linenos">137</span></a> <span class="p">)</span> +</span><span id="L-138"><a href="#L-138"><span class="linenos">138</span></a> <span class="p">]</span> +</span><span id="L-139"><a href="#L-139"><span class="linenos">139</span></a> <span class="n">window_expressions_in_unmergable</span> <span class="o">=</span> <span class="p">[</span> +</span><span id="L-140"><a href="#L-140"><span class="linenos">140</span></a> <span class="n">column</span> +</span><span id="L-141"><a href="#L-141"><span class="linenos">141</span></a> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="n">unmergable_window_columns</span> +</span><span id="L-142"><a href="#L-142"><span class="linenos">142</span></a> <span class="k">if</span> <span class="n">column</span><span class="o">.</span><span class="n">table</span> <span class="o">==</span> <span class="n">inner_select_name</span> <span class="ow">and</span> <span class="n">column</span><span class="o">.</span><span class="n">name</span> <span class="ow">in</span> <span class="n">window_alias_names</span> +</span><span id="L-143"><a href="#L-143"><span class="linenos">143</span></a> <span class="p">]</span> +</span><span id="L-144"><a href="#L-144"><span class="linenos">144</span></a> <span class="k">return</span> <span class="nb">any</span><span class="p">(</span><span class="n">window_expressions_in_unmergable</span><span class="p">)</span> +</span><span id="L-145"><a href="#L-145"><span class="linenos">145</span></a> +</span><span id="L-146"><a href="#L-146"><span class="linenos">146</span></a> <span class="k">def</span> <span class="nf">_outer_select_joins_on_inner_select_join</span><span class="p">():</span> +</span><span id="L-147"><a href="#L-147"><span class="linenos">147</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-148"><a href="#L-148"><span class="linenos">148</span></a><span class="sd"> All columns from the inner select in the ON clause must be from the first FROM table.</span> +</span><span id="L-149"><a href="#L-149"><span class="linenos">149</span></a> +</span><span id="L-150"><a href="#L-150"><span class="linenos">150</span></a><span class="sd"> That is, this can be merged:</span> +</span><span id="L-151"><a href="#L-151"><span class="linenos">151</span></a><span class="sd"> SELECT * FROM x JOIN (SELECT y.a AS a FROM y JOIN z) AS q ON x.a = q.a</span> +</span><span id="L-152"><a href="#L-152"><span class="linenos">152</span></a><span class="sd"> ^^^ ^</span> +</span><span id="L-153"><a href="#L-153"><span class="linenos">153</span></a><span class="sd"> But this can't:</span> +</span><span id="L-154"><a href="#L-154"><span class="linenos">154</span></a><span class="sd"> SELECT * FROM x JOIN (SELECT z.a AS a FROM y JOIN z) AS q ON x.a = q.a</span> +</span><span id="L-155"><a href="#L-155"><span class="linenos">155</span></a><span class="sd"> ^^^ ^</span> +</span><span id="L-156"><a href="#L-156"><span class="linenos">156</span></a><span class="sd"> """</span> +</span><span id="L-157"><a href="#L-157"><span class="linenos">157</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">from_or_join</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">):</span> +</span><span id="L-158"><a href="#L-158"><span class="linenos">158</span></a> <span class="k">return</span> <span class="kc">False</span> +</span><span id="L-159"><a href="#L-159"><span class="linenos">159</span></a> +</span><span id="L-160"><a href="#L-160"><span class="linenos">160</span></a> <span class="n">alias</span> <span class="o">=</span> <span class="n">from_or_join</span><span class="o">.</span><span class="n">alias_or_name</span> +</span><span id="L-161"><a href="#L-161"><span class="linenos">161</span></a> +</span><span id="L-162"><a href="#L-162"><span class="linenos">162</span></a> <span class="n">on</span> <span class="o">=</span> <span class="n">from_or_join</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"on"</span><span class="p">)</span> +</span><span id="L-163"><a href="#L-163"><span class="linenos">163</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">on</span><span class="p">:</span> +</span><span id="L-164"><a href="#L-164"><span class="linenos">164</span></a> <span class="k">return</span> <span class="kc">False</span> +</span><span id="L-165"><a href="#L-165"><span class="linenos">165</span></a> <span class="n">selections</span> <span class="o">=</span> <span class="p">[</span><span class="n">c</span><span class="o">.</span><span class="n">name</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">on</span><span class="o">.</span><span class="n">find_all</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Column</span><span class="p">)</span> <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">table</span> <span class="o">==</span> <span class="n">alias</span><span class="p">]</span> +</span><span id="L-166"><a href="#L-166"><span class="linenos">166</span></a> <span class="n">inner_from</span> <span class="o">=</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"from"</span><span class="p">)</span> +</span><span id="L-167"><a href="#L-167"><span class="linenos">167</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">inner_from</span><span class="p">:</span> +</span><span id="L-168"><a href="#L-168"><span class="linenos">168</span></a> <span class="k">return</span> <span class="kc">False</span> +</span><span id="L-169"><a href="#L-169"><span class="linenos">169</span></a> <span class="n">inner_from_table</span> <span class="o">=</span> <span class="n">inner_from</span><span class="o">.</span><span class="n">alias_or_name</span> +</span><span id="L-170"><a href="#L-170"><span class="linenos">170</span></a> <span class="n">inner_projections</span> <span class="o">=</span> <span class="p">{</span><span class="n">s</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">:</span> <span class="n">s</span> <span class="k">for</span> <span class="n">s</span> <span class="ow">in</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">selects</span><span class="p">}</span> +</span><span id="L-171"><a href="#L-171"><span class="linenos">171</span></a> <span class="k">return</span> <span class="nb">any</span><span class="p">(</span> +</span><span id="L-172"><a href="#L-172"><span class="linenos">172</span></a> <span class="n">col</span><span class="o">.</span><span class="n">table</span> <span class="o">!=</span> <span class="n">inner_from_table</span> +</span><span id="L-173"><a href="#L-173"><span class="linenos">173</span></a> <span class="k">for</span> <span class="n">selection</span> <span class="ow">in</span> <span class="n">selections</span> +</span><span id="L-174"><a href="#L-174"><span class="linenos">174</span></a> <span class="k">for</span> <span class="n">col</span> <span class="ow">in</span> <span class="n">inner_projections</span><span class="p">[</span><span class="n">selection</span><span class="p">]</span><span class="o">.</span><span class="n">find_all</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Column</span><span class="p">)</span> +</span><span id="L-175"><a href="#L-175"><span class="linenos">175</span></a> <span class="p">)</span> +</span><span id="L-176"><a href="#L-176"><span class="linenos">176</span></a> +</span><span id="L-177"><a href="#L-177"><span class="linenos">177</span></a> <span class="k">return</span> <span class="p">(</span> +</span><span id="L-178"><a href="#L-178"><span class="linenos">178</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">outer_scope</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">)</span> +</span><span id="L-179"><a href="#L-179"><span class="linenos">179</span></a> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">inner_select</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">)</span> +</span><span id="L-180"><a href="#L-180"><span class="linenos">180</span></a> <span class="ow">and</span> <span class="ow">not</span> <span class="nb">any</span><span class="p">(</span><span class="n">inner_select</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">arg</span><span class="p">)</span> <span class="k">for</span> <span class="n">arg</span> <span class="ow">in</span> <span class="n">UNMERGABLE_ARGS</span><span class="p">)</span> +</span><span id="L-181"><a href="#L-181"><span class="linenos">181</span></a> <span class="ow">and</span> <span class="n">inner_select</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"from"</span><span class="p">)</span> +</span><span id="L-182"><a href="#L-182"><span class="linenos">182</span></a> <span class="ow">and</span> <span class="ow">not</span> <span class="n">outer_scope</span><span class="o">.</span><span class="n">pivots</span> +</span><span id="L-183"><a href="#L-183"><span class="linenos">183</span></a> <span class="ow">and</span> <span class="ow">not</span> <span class="nb">any</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">find</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">AggFunc</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">)</span> <span class="k">for</span> <span class="n">e</span> <span class="ow">in</span> <span class="n">inner_select</span><span class="o">.</span><span class="n">expressions</span><span class="p">)</span> +</span><span id="L-184"><a href="#L-184"><span class="linenos">184</span></a> <span class="ow">and</span> <span class="ow">not</span> <span class="p">(</span><span class="n">leave_tables_isolated</span> <span class="ow">and</span> <span class="nb">len</span><span class="p">(</span><span class="n">outer_scope</span><span class="o">.</span><span class="n">selected_sources</span><span class="p">)</span> <span class="o">></span> <span class="mi">1</span><span class="p">)</span> +</span><span id="L-185"><a href="#L-185"><span class="linenos">185</span></a> <span class="ow">and</span> <span class="ow">not</span> <span class="p">(</span> +</span><span id="L-186"><a href="#L-186"><span class="linenos">186</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">from_or_join</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">)</span> +</span><span id="L-187"><a href="#L-187"><span class="linenos">187</span></a> <span class="ow">and</span> <span class="n">inner_select</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"where"</span><span class="p">)</span> +</span><span id="L-188"><a href="#L-188"><span class="linenos">188</span></a> <span class="ow">and</span> <span class="n">from_or_join</span><span class="o">.</span><span class="n">side</span> <span class="ow">in</span> <span class="p">{</span><span class="s2">"FULL"</span><span class="p">,</span> <span class="s2">"LEFT"</span><span class="p">,</span> <span class="s2">"RIGHT"</span><span class="p">}</span> +</span><span id="L-189"><a href="#L-189"><span class="linenos">189</span></a> <span class="p">)</span> +</span><span id="L-190"><a href="#L-190"><span class="linenos">190</span></a> <span class="ow">and</span> <span class="ow">not</span> <span class="p">(</span> +</span><span id="L-191"><a href="#L-191"><span class="linenos">191</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">from_or_join</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">)</span> +</span><span id="L-192"><a href="#L-192"><span class="linenos">192</span></a> <span class="ow">and</span> <span class="n">inner_select</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"where"</span><span class="p">)</span> +</span><span id="L-193"><a href="#L-193"><span class="linenos">193</span></a> <span class="ow">and</span> <span class="nb">any</span><span class="p">(</span> +</span><span id="L-194"><a href="#L-194"><span class="linenos">194</span></a> <span class="n">j</span><span class="o">.</span><span class="n">side</span> <span class="ow">in</span> <span class="p">{</span><span class="s2">"FULL"</span><span class="p">,</span> <span class="s2">"RIGHT"</span><span class="p">}</span> <span class="k">for</span> <span class="n">j</span> <span class="ow">in</span> <span class="n">outer_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"joins"</span><span class="p">,</span> <span class="p">[])</span> +</span><span id="L-195"><a href="#L-195"><span class="linenos">195</span></a> <span class="p">)</span> +</span><span id="L-196"><a href="#L-196"><span class="linenos">196</span></a> <span class="p">)</span> +</span><span id="L-197"><a href="#L-197"><span class="linenos">197</span></a> <span class="ow">and</span> <span class="ow">not</span> <span class="n">_outer_select_joins_on_inner_select_join</span><span class="p">()</span> +</span><span id="L-198"><a href="#L-198"><span class="linenos">198</span></a> <span class="ow">and</span> <span class="ow">not</span> <span class="n">_is_a_window_expression_in_unmergable_operation</span><span class="p">()</span> +</span><span id="L-199"><a href="#L-199"><span class="linenos">199</span></a> <span class="p">)</span> </span><span id="L-200"><a href="#L-200"><span class="linenos">200</span></a> -</span><span id="L-201"><a href="#L-201"><span class="linenos">201</span></a><span class="k">def</span> <span class="nf">_rename_inner_sources</span><span class="p">(</span><span class="n">outer_scope</span><span class="p">,</span> <span class="n">inner_scope</span><span class="p">,</span> <span class="n">alias</span><span class="p">):</span> -</span><span id="L-202"><a href="#L-202"><span class="linenos">202</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-203"><a href="#L-203"><span class="linenos">203</span></a><span class="sd"> Renames any sources in the inner query that conflict with names in the outer query.</span> -</span><span id="L-204"><a href="#L-204"><span class="linenos">204</span></a> -</span><span id="L-205"><a href="#L-205"><span class="linenos">205</span></a><span class="sd"> Args:</span> -</span><span id="L-206"><a href="#L-206"><span class="linenos">206</span></a><span class="sd"> outer_scope (sqlglot.optimizer.scope.Scope)</span> -</span><span id="L-207"><a href="#L-207"><span class="linenos">207</span></a><span class="sd"> inner_scope (sqlglot.optimizer.scope.Scope)</span> -</span><span id="L-208"><a href="#L-208"><span class="linenos">208</span></a><span class="sd"> alias (str)</span> -</span><span id="L-209"><a href="#L-209"><span class="linenos">209</span></a><span class="sd"> """</span> -</span><span id="L-210"><a href="#L-210"><span class="linenos">210</span></a> <span class="n">taken</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">outer_scope</span><span class="o">.</span><span class="n">selected_sources</span><span class="p">)</span> -</span><span id="L-211"><a href="#L-211"><span class="linenos">211</span></a> <span class="n">conflicts</span> <span class="o">=</span> <span class="n">taken</span><span class="o">.</span><span class="n">intersection</span><span class="p">(</span><span class="nb">set</span><span class="p">(</span><span class="n">inner_scope</span><span class="o">.</span><span class="n">selected_sources</span><span class="p">))</span> -</span><span id="L-212"><a href="#L-212"><span class="linenos">212</span></a> <span class="n">conflicts</span> <span class="o">-=</span> <span class="p">{</span><span class="n">alias</span><span class="p">}</span> -</span><span id="L-213"><a href="#L-213"><span class="linenos">213</span></a> -</span><span id="L-214"><a href="#L-214"><span class="linenos">214</span></a> <span class="k">for</span> <span class="n">conflict</span> <span class="ow">in</span> <span class="n">conflicts</span><span class="p">:</span> -</span><span id="L-215"><a href="#L-215"><span class="linenos">215</span></a> <span class="n">new_name</span> <span class="o">=</span> <span class="n">find_new_name</span><span class="p">(</span><span class="n">taken</span><span class="p">,</span> <span class="n">conflict</span><span class="p">)</span> -</span><span id="L-216"><a href="#L-216"><span class="linenos">216</span></a> -</span><span id="L-217"><a href="#L-217"><span class="linenos">217</span></a> <span class="n">source</span><span class="p">,</span> <span class="n">_</span> <span class="o">=</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">selected_sources</span><span class="p">[</span><span class="n">conflict</span><span class="p">]</span> -</span><span id="L-218"><a href="#L-218"><span class="linenos">218</span></a> <span class="n">new_alias</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">new_name</span><span class="p">)</span> -</span><span id="L-219"><a href="#L-219"><span class="linenos">219</span></a> -</span><span id="L-220"><a href="#L-220"><span class="linenos">220</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subquery</span><span class="p">):</span> -</span><span id="L-221"><a href="#L-221"><span class="linenos">221</span></a> <span class="n">source</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"alias"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">new_alias</span><span class="p">))</span> -</span><span id="L-222"><a href="#L-222"><span class="linenos">222</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">)</span> <span class="ow">and</span> <span class="n">source</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span> -</span><span id="L-223"><a href="#L-223"><span class="linenos">223</span></a> <span class="n">source</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"alias"</span><span class="p">,</span> <span class="n">new_alias</span><span class="p">)</span> -</span><span id="L-224"><a href="#L-224"><span class="linenos">224</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span> -</span><span id="L-225"><a href="#L-225"><span class="linenos">225</span></a> <span class="n">source</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">alias_</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">new_alias</span><span class="p">))</span> -</span><span id="L-226"><a href="#L-226"><span class="linenos">226</span></a> -</span><span id="L-227"><a href="#L-227"><span class="linenos">227</span></a> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">source_columns</span><span class="p">(</span><span class="n">conflict</span><span class="p">):</span> -</span><span id="L-228"><a href="#L-228"><span class="linenos">228</span></a> <span class="n">column</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"table"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">new_name</span><span class="p">))</span> -</span><span id="L-229"><a href="#L-229"><span class="linenos">229</span></a> -</span><span id="L-230"><a href="#L-230"><span class="linenos">230</span></a> <span class="n">inner_scope</span><span class="o">.</span><span class="n">rename_source</span><span class="p">(</span><span class="n">conflict</span><span class="p">,</span> <span class="n">new_name</span><span class="p">)</span> -</span><span id="L-231"><a href="#L-231"><span class="linenos">231</span></a> +</span><span id="L-201"><a href="#L-201"><span class="linenos">201</span></a> +</span><span id="L-202"><a href="#L-202"><span class="linenos">202</span></a><span class="k">def</span> <span class="nf">_rename_inner_sources</span><span class="p">(</span><span class="n">outer_scope</span><span class="p">,</span> <span class="n">inner_scope</span><span class="p">,</span> <span class="n">alias</span><span class="p">):</span> +</span><span id="L-203"><a href="#L-203"><span class="linenos">203</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-204"><a href="#L-204"><span class="linenos">204</span></a><span class="sd"> Renames any sources in the inner query that conflict with names in the outer query.</span> +</span><span id="L-205"><a href="#L-205"><span class="linenos">205</span></a> +</span><span id="L-206"><a href="#L-206"><span class="linenos">206</span></a><span class="sd"> Args:</span> +</span><span id="L-207"><a href="#L-207"><span class="linenos">207</span></a><span class="sd"> outer_scope (sqlglot.optimizer.scope.Scope)</span> +</span><span id="L-208"><a href="#L-208"><span class="linenos">208</span></a><span class="sd"> inner_scope (sqlglot.optimizer.scope.Scope)</span> +</span><span id="L-209"><a href="#L-209"><span class="linenos">209</span></a><span class="sd"> alias (str)</span> +</span><span id="L-210"><a href="#L-210"><span class="linenos">210</span></a><span class="sd"> """</span> +</span><span id="L-211"><a href="#L-211"><span class="linenos">211</span></a> <span class="n">taken</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">outer_scope</span><span class="o">.</span><span class="n">selected_sources</span><span class="p">)</span> +</span><span id="L-212"><a href="#L-212"><span class="linenos">212</span></a> <span class="n">conflicts</span> <span class="o">=</span> <span class="n">taken</span><span class="o">.</span><span class="n">intersection</span><span class="p">(</span><span class="nb">set</span><span class="p">(</span><span class="n">inner_scope</span><span class="o">.</span><span class="n">selected_sources</span><span class="p">))</span> +</span><span id="L-213"><a href="#L-213"><span class="linenos">213</span></a> <span class="n">conflicts</span> <span class="o">-=</span> <span class="p">{</span><span class="n">alias</span><span class="p">}</span> +</span><span id="L-214"><a href="#L-214"><span class="linenos">214</span></a> +</span><span id="L-215"><a href="#L-215"><span class="linenos">215</span></a> <span class="k">for</span> <span class="n">conflict</span> <span class="ow">in</span> <span class="n">conflicts</span><span class="p">:</span> +</span><span id="L-216"><a href="#L-216"><span class="linenos">216</span></a> <span class="n">new_name</span> <span class="o">=</span> <span class="n">find_new_name</span><span class="p">(</span><span class="n">taken</span><span class="p">,</span> <span class="n">conflict</span><span class="p">)</span> +</span><span id="L-217"><a href="#L-217"><span class="linenos">217</span></a> +</span><span id="L-218"><a href="#L-218"><span class="linenos">218</span></a> <span class="n">source</span><span class="p">,</span> <span class="n">_</span> <span class="o">=</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">selected_sources</span><span class="p">[</span><span class="n">conflict</span><span class="p">]</span> +</span><span id="L-219"><a href="#L-219"><span class="linenos">219</span></a> <span class="n">new_alias</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">new_name</span><span class="p">)</span> +</span><span id="L-220"><a href="#L-220"><span class="linenos">220</span></a> +</span><span id="L-221"><a href="#L-221"><span class="linenos">221</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subquery</span><span class="p">):</span> +</span><span id="L-222"><a href="#L-222"><span class="linenos">222</span></a> <span class="n">source</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"alias"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">new_alias</span><span class="p">))</span> +</span><span id="L-223"><a href="#L-223"><span class="linenos">223</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">)</span> <span class="ow">and</span> <span class="n">source</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span> +</span><span id="L-224"><a href="#L-224"><span class="linenos">224</span></a> <span class="n">source</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"alias"</span><span class="p">,</span> <span class="n">new_alias</span><span class="p">)</span> +</span><span id="L-225"><a href="#L-225"><span class="linenos">225</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span> +</span><span id="L-226"><a href="#L-226"><span class="linenos">226</span></a> <span class="n">source</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">alias_</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">new_alias</span><span class="p">))</span> +</span><span id="L-227"><a href="#L-227"><span class="linenos">227</span></a> +</span><span id="L-228"><a href="#L-228"><span class="linenos">228</span></a> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">source_columns</span><span class="p">(</span><span class="n">conflict</span><span class="p">):</span> +</span><span id="L-229"><a href="#L-229"><span class="linenos">229</span></a> <span class="n">column</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"table"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">new_name</span><span class="p">))</span> +</span><span id="L-230"><a href="#L-230"><span class="linenos">230</span></a> +</span><span id="L-231"><a href="#L-231"><span class="linenos">231</span></a> <span class="n">inner_scope</span><span class="o">.</span><span class="n">rename_source</span><span class="p">(</span><span class="n">conflict</span><span class="p">,</span> <span class="n">new_name</span><span class="p">)</span> </span><span id="L-232"><a href="#L-232"><span class="linenos">232</span></a> -</span><span id="L-233"><a href="#L-233"><span class="linenos">233</span></a><span class="k">def</span> <span class="nf">_merge_from</span><span class="p">(</span><span class="n">outer_scope</span><span class="p">,</span> <span class="n">inner_scope</span><span class="p">,</span> <span class="n">node_to_replace</span><span class="p">,</span> <span class="n">alias</span><span class="p">):</span> -</span><span id="L-234"><a href="#L-234"><span class="linenos">234</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-235"><a href="#L-235"><span class="linenos">235</span></a><span class="sd"> Merge FROM clause of inner query into outer query.</span> -</span><span id="L-236"><a href="#L-236"><span class="linenos">236</span></a> -</span><span id="L-237"><a href="#L-237"><span class="linenos">237</span></a><span class="sd"> Args:</span> -</span><span id="L-238"><a href="#L-238"><span class="linenos">238</span></a><span class="sd"> outer_scope (sqlglot.optimizer.scope.Scope)</span> -</span><span id="L-239"><a href="#L-239"><span class="linenos">239</span></a><span class="sd"> inner_scope (sqlglot.optimizer.scope.Scope)</span> -</span><span id="L-240"><a href="#L-240"><span class="linenos">240</span></a><span class="sd"> node_to_replace (exp.Subquery|exp.Table)</span> -</span><span id="L-241"><a href="#L-241"><span class="linenos">241</span></a><span class="sd"> alias (str)</span> -</span><span id="L-242"><a href="#L-242"><span class="linenos">242</span></a><span class="sd"> """</span> -</span><span id="L-243"><a href="#L-243"><span class="linenos">243</span></a> <span class="n">new_subquery</span> <span class="o">=</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s2">"from"</span><span class="p">]</span><span class="o">.</span><span class="n">this</span> -</span><span id="L-244"><a href="#L-244"><span class="linenos">244</span></a> <span class="n">node_to_replace</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">new_subquery</span><span class="p">)</span> -</span><span id="L-245"><a href="#L-245"><span class="linenos">245</span></a> <span class="k">for</span> <span class="n">join_hint</span> <span class="ow">in</span> <span class="n">outer_scope</span><span class="o">.</span><span class="n">join_hints</span><span class="p">:</span> -</span><span id="L-246"><a href="#L-246"><span class="linenos">246</span></a> <span class="n">tables</span> <span class="o">=</span> <span class="n">join_hint</span><span class="o">.</span><span class="n">find_all</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">)</span> -</span><span id="L-247"><a href="#L-247"><span class="linenos">247</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="n">tables</span><span class="p">:</span> -</span><span id="L-248"><a href="#L-248"><span class="linenos">248</span></a> <span class="k">if</span> <span class="n">table</span><span class="o">.</span><span class="n">alias_or_name</span> <span class="o">==</span> <span class="n">node_to_replace</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">:</span> -</span><span id="L-249"><a href="#L-249"><span class="linenos">249</span></a> <span class="n">table</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"this"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">new_subquery</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">))</span> -</span><span id="L-250"><a href="#L-250"><span class="linenos">250</span></a> <span class="n">outer_scope</span><span class="o">.</span><span class="n">remove_source</span><span class="p">(</span><span class="n">alias</span><span class="p">)</span> -</span><span id="L-251"><a href="#L-251"><span class="linenos">251</span></a> <span class="n">outer_scope</span><span class="o">.</span><span class="n">add_source</span><span class="p">(</span> -</span><span id="L-252"><a href="#L-252"><span class="linenos">252</span></a> <span class="n">new_subquery</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">,</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">sources</span><span class="p">[</span><span class="n">new_subquery</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">]</span> -</span><span id="L-253"><a href="#L-253"><span class="linenos">253</span></a> <span class="p">)</span> -</span><span id="L-254"><a href="#L-254"><span class="linenos">254</span></a> +</span><span id="L-233"><a href="#L-233"><span class="linenos">233</span></a> +</span><span id="L-234"><a href="#L-234"><span class="linenos">234</span></a><span class="k">def</span> <span class="nf">_merge_from</span><span class="p">(</span><span class="n">outer_scope</span><span class="p">,</span> <span class="n">inner_scope</span><span class="p">,</span> <span class="n">node_to_replace</span><span class="p">,</span> <span class="n">alias</span><span class="p">):</span> +</span><span id="L-235"><a href="#L-235"><span class="linenos">235</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-236"><a href="#L-236"><span class="linenos">236</span></a><span class="sd"> Merge FROM clause of inner query into outer query.</span> +</span><span id="L-237"><a href="#L-237"><span class="linenos">237</span></a> +</span><span id="L-238"><a href="#L-238"><span class="linenos">238</span></a><span class="sd"> Args:</span> +</span><span id="L-239"><a href="#L-239"><span class="linenos">239</span></a><span class="sd"> outer_scope (sqlglot.optimizer.scope.Scope)</span> +</span><span id="L-240"><a href="#L-240"><span class="linenos">240</span></a><span class="sd"> inner_scope (sqlglot.optimizer.scope.Scope)</span> +</span><span id="L-241"><a href="#L-241"><span class="linenos">241</span></a><span class="sd"> node_to_replace (exp.Subquery|exp.Table)</span> +</span><span id="L-242"><a href="#L-242"><span class="linenos">242</span></a><span class="sd"> alias (str)</span> +</span><span id="L-243"><a href="#L-243"><span class="linenos">243</span></a><span class="sd"> """</span> +</span><span id="L-244"><a href="#L-244"><span class="linenos">244</span></a> <span class="n">new_subquery</span> <span class="o">=</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s2">"from"</span><span class="p">]</span><span class="o">.</span><span class="n">this</span> +</span><span id="L-245"><a href="#L-245"><span class="linenos">245</span></a> <span class="n">node_to_replace</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">new_subquery</span><span class="p">)</span> +</span><span id="L-246"><a href="#L-246"><span class="linenos">246</span></a> <span class="k">for</span> <span class="n">join_hint</span> <span class="ow">in</span> <span class="n">outer_scope</span><span class="o">.</span><span class="n">join_hints</span><span class="p">:</span> +</span><span id="L-247"><a href="#L-247"><span class="linenos">247</span></a> <span class="n">tables</span> <span class="o">=</span> <span class="n">join_hint</span><span class="o">.</span><span class="n">find_all</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">)</span> +</span><span id="L-248"><a href="#L-248"><span class="linenos">248</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="n">tables</span><span class="p">:</span> +</span><span id="L-249"><a href="#L-249"><span class="linenos">249</span></a> <span class="k">if</span> <span class="n">table</span><span class="o">.</span><span class="n">alias_or_name</span> <span class="o">==</span> <span class="n">node_to_replace</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">:</span> +</span><span id="L-250"><a href="#L-250"><span class="linenos">250</span></a> <span class="n">table</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"this"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">new_subquery</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">))</span> +</span><span id="L-251"><a href="#L-251"><span class="linenos">251</span></a> <span class="n">outer_scope</span><span class="o">.</span><span class="n">remove_source</span><span class="p">(</span><span class="n">alias</span><span class="p">)</span> +</span><span id="L-252"><a href="#L-252"><span class="linenos">252</span></a> <span class="n">outer_scope</span><span class="o">.</span><span class="n">add_source</span><span class="p">(</span> +</span><span id="L-253"><a href="#L-253"><span class="linenos">253</span></a> <span class="n">new_subquery</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">,</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">sources</span><span class="p">[</span><span class="n">new_subquery</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">]</span> +</span><span id="L-254"><a href="#L-254"><span class="linenos">254</span></a> <span class="p">)</span> </span><span id="L-255"><a href="#L-255"><span class="linenos">255</span></a> -</span><span id="L-256"><a href="#L-256"><span class="linenos">256</span></a><span class="k">def</span> <span class="nf">_merge_joins</span><span class="p">(</span><span class="n">outer_scope</span><span class="p">,</span> <span class="n">inner_scope</span><span class="p">,</span> <span class="n">from_or_join</span><span class="p">):</span> -</span><span id="L-257"><a href="#L-257"><span class="linenos">257</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-258"><a href="#L-258"><span class="linenos">258</span></a><span class="sd"> Merge JOIN clauses of inner query into outer query.</span> -</span><span id="L-259"><a href="#L-259"><span class="linenos">259</span></a> -</span><span id="L-260"><a href="#L-260"><span class="linenos">260</span></a><span class="sd"> Args:</span> -</span><span id="L-261"><a href="#L-261"><span class="linenos">261</span></a><span class="sd"> outer_scope (sqlglot.optimizer.scope.Scope)</span> -</span><span id="L-262"><a href="#L-262"><span class="linenos">262</span></a><span class="sd"> inner_scope (sqlglot.optimizer.scope.Scope)</span> -</span><span id="L-263"><a href="#L-263"><span class="linenos">263</span></a><span class="sd"> from_or_join (exp.From|exp.Join)</span> -</span><span id="L-264"><a href="#L-264"><span class="linenos">264</span></a><span class="sd"> """</span> -</span><span id="L-265"><a href="#L-265"><span class="linenos">265</span></a> -</span><span id="L-266"><a href="#L-266"><span class="linenos">266</span></a> <span class="n">new_joins</span> <span class="o">=</span> <span class="p">[]</span> -</span><span id="L-267"><a href="#L-267"><span class="linenos">267</span></a> -</span><span id="L-268"><a href="#L-268"><span class="linenos">268</span></a> <span class="n">joins</span> <span class="o">=</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"joins"</span><span class="p">)</span> <span class="ow">or</span> <span class="p">[]</span> -</span><span id="L-269"><a href="#L-269"><span class="linenos">269</span></a> <span class="k">for</span> <span class="n">join</span> <span class="ow">in</span> <span class="n">joins</span><span class="p">:</span> -</span><span id="L-270"><a href="#L-270"><span class="linenos">270</span></a> <span class="n">new_joins</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">join</span><span class="p">)</span> -</span><span id="L-271"><a href="#L-271"><span class="linenos">271</span></a> <span class="n">outer_scope</span><span class="o">.</span><span class="n">add_source</span><span class="p">(</span><span class="n">join</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">,</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">sources</span><span class="p">[</span><span class="n">join</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">])</span> -</span><span id="L-272"><a href="#L-272"><span class="linenos">272</span></a> -</span><span id="L-273"><a href="#L-273"><span class="linenos">273</span></a> <span class="k">if</span> <span class="n">new_joins</span><span class="p">:</span> -</span><span id="L-274"><a href="#L-274"><span class="linenos">274</span></a> <span class="n">outer_joins</span> <span class="o">=</span> <span class="n">outer_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"joins"</span><span class="p">,</span> <span class="p">[])</span> -</span><span id="L-275"><a href="#L-275"><span class="linenos">275</span></a> -</span><span id="L-276"><a href="#L-276"><span class="linenos">276</span></a> <span class="c1"># Maintain the join order</span> -</span><span id="L-277"><a href="#L-277"><span class="linenos">277</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">from_or_join</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">):</span> -</span><span id="L-278"><a href="#L-278"><span class="linenos">278</span></a> <span class="n">position</span> <span class="o">=</span> <span class="mi">0</span> -</span><span id="L-279"><a href="#L-279"><span class="linenos">279</span></a> <span class="k">else</span><span class="p">:</span> -</span><span id="L-280"><a href="#L-280"><span class="linenos">280</span></a> <span class="n">position</span> <span class="o">=</span> <span class="n">outer_joins</span><span class="o">.</span><span class="n">index</span><span class="p">(</span><span class="n">from_or_join</span><span class="p">)</span> <span class="o">+</span> <span class="mi">1</span> -</span><span id="L-281"><a href="#L-281"><span class="linenos">281</span></a> <span class="n">outer_joins</span><span class="p">[</span><span class="n">position</span><span class="p">:</span><span class="n">position</span><span class="p">]</span> <span class="o">=</span> <span class="n">new_joins</span> -</span><span id="L-282"><a href="#L-282"><span class="linenos">282</span></a> -</span><span id="L-283"><a href="#L-283"><span class="linenos">283</span></a> <span class="n">outer_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"joins"</span><span class="p">,</span> <span class="n">outer_joins</span><span class="p">)</span> -</span><span id="L-284"><a href="#L-284"><span class="linenos">284</span></a> +</span><span id="L-256"><a href="#L-256"><span class="linenos">256</span></a> +</span><span id="L-257"><a href="#L-257"><span class="linenos">257</span></a><span class="k">def</span> <span class="nf">_merge_joins</span><span class="p">(</span><span class="n">outer_scope</span><span class="p">,</span> <span class="n">inner_scope</span><span class="p">,</span> <span class="n">from_or_join</span><span class="p">):</span> +</span><span id="L-258"><a href="#L-258"><span class="linenos">258</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-259"><a href="#L-259"><span class="linenos">259</span></a><span class="sd"> Merge JOIN clauses of inner query into outer query.</span> +</span><span id="L-260"><a href="#L-260"><span class="linenos">260</span></a> +</span><span id="L-261"><a href="#L-261"><span class="linenos">261</span></a><span class="sd"> Args:</span> +</span><span id="L-262"><a href="#L-262"><span class="linenos">262</span></a><span class="sd"> outer_scope (sqlglot.optimizer.scope.Scope)</span> +</span><span id="L-263"><a href="#L-263"><span class="linenos">263</span></a><span class="sd"> inner_scope (sqlglot.optimizer.scope.Scope)</span> +</span><span id="L-264"><a href="#L-264"><span class="linenos">264</span></a><span class="sd"> from_or_join (exp.From|exp.Join)</span> +</span><span id="L-265"><a href="#L-265"><span class="linenos">265</span></a><span class="sd"> """</span> +</span><span id="L-266"><a href="#L-266"><span class="linenos">266</span></a> +</span><span id="L-267"><a href="#L-267"><span class="linenos">267</span></a> <span class="n">new_joins</span> <span class="o">=</span> <span class="p">[]</span> +</span><span id="L-268"><a href="#L-268"><span class="linenos">268</span></a> +</span><span id="L-269"><a href="#L-269"><span class="linenos">269</span></a> <span class="n">joins</span> <span class="o">=</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"joins"</span><span class="p">)</span> <span class="ow">or</span> <span class="p">[]</span> +</span><span id="L-270"><a href="#L-270"><span class="linenos">270</span></a> <span class="k">for</span> <span class="n">join</span> <span class="ow">in</span> <span class="n">joins</span><span class="p">:</span> +</span><span id="L-271"><a href="#L-271"><span class="linenos">271</span></a> <span class="n">new_joins</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">join</span><span class="p">)</span> +</span><span id="L-272"><a href="#L-272"><span class="linenos">272</span></a> <span class="n">outer_scope</span><span class="o">.</span><span class="n">add_source</span><span class="p">(</span><span class="n">join</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">,</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">sources</span><span class="p">[</span><span class="n">join</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">])</span> +</span><span id="L-273"><a href="#L-273"><span class="linenos">273</span></a> +</span><span id="L-274"><a href="#L-274"><span class="linenos">274</span></a> <span class="k">if</span> <span class="n">new_joins</span><span class="p">:</span> +</span><span id="L-275"><a href="#L-275"><span class="linenos">275</span></a> <span class="n">outer_joins</span> <span class="o">=</span> <span class="n">outer_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"joins"</span><span class="p">,</span> <span class="p">[])</span> +</span><span id="L-276"><a href="#L-276"><span class="linenos">276</span></a> +</span><span id="L-277"><a href="#L-277"><span class="linenos">277</span></a> <span class="c1"># Maintain the join order</span> +</span><span id="L-278"><a href="#L-278"><span class="linenos">278</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">from_or_join</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">):</span> +</span><span id="L-279"><a href="#L-279"><span class="linenos">279</span></a> <span class="n">position</span> <span class="o">=</span> <span class="mi">0</span> +</span><span id="L-280"><a href="#L-280"><span class="linenos">280</span></a> <span class="k">else</span><span class="p">:</span> +</span><span id="L-281"><a href="#L-281"><span class="linenos">281</span></a> <span class="n">position</span> <span class="o">=</span> <span class="n">outer_joins</span><span class="o">.</span><span class="n">index</span><span class="p">(</span><span class="n">from_or_join</span><span class="p">)</span> <span class="o">+</span> <span class="mi">1</span> +</span><span id="L-282"><a href="#L-282"><span class="linenos">282</span></a> <span class="n">outer_joins</span><span class="p">[</span><span class="n">position</span><span class="p">:</span><span class="n">position</span><span class="p">]</span> <span class="o">=</span> <span class="n">new_joins</span> +</span><span id="L-283"><a href="#L-283"><span class="linenos">283</span></a> +</span><span id="L-284"><a href="#L-284"><span class="linenos">284</span></a> <span class="n">outer_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"joins"</span><span class="p">,</span> <span class="n">outer_joins</span><span class="p">)</span> </span><span id="L-285"><a href="#L-285"><span class="linenos">285</span></a> -</span><span id="L-286"><a href="#L-286"><span class="linenos">286</span></a><span class="k">def</span> <span class="nf">_merge_expressions</span><span class="p">(</span><span class="n">outer_scope</span><span class="p">,</span> <span class="n">inner_scope</span><span class="p">,</span> <span class="n">alias</span><span class="p">):</span> -</span><span id="L-287"><a href="#L-287"><span class="linenos">287</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-288"><a href="#L-288"><span class="linenos">288</span></a><span class="sd"> Merge projections of inner query into outer query.</span> -</span><span id="L-289"><a href="#L-289"><span class="linenos">289</span></a> -</span><span id="L-290"><a href="#L-290"><span class="linenos">290</span></a><span class="sd"> Args:</span> -</span><span id="L-291"><a href="#L-291"><span class="linenos">291</span></a><span class="sd"> outer_scope (sqlglot.optimizer.scope.Scope)</span> -</span><span id="L-292"><a href="#L-292"><span class="linenos">292</span></a><span class="sd"> inner_scope (sqlglot.optimizer.scope.Scope)</span> -</span><span id="L-293"><a href="#L-293"><span class="linenos">293</span></a><span class="sd"> alias (str)</span> -</span><span id="L-294"><a href="#L-294"><span class="linenos">294</span></a><span class="sd"> """</span> -</span><span id="L-295"><a href="#L-295"><span class="linenos">295</span></a> <span class="c1"># Collect all columns that reference the alias of the inner query</span> -</span><span id="L-296"><a href="#L-296"><span class="linenos">296</span></a> <span class="n">outer_columns</span> <span class="o">=</span> <span class="n">defaultdict</span><span class="p">(</span><span class="nb">list</span><span class="p">)</span> -</span><span id="L-297"><a href="#L-297"><span class="linenos">297</span></a> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="n">outer_scope</span><span class="o">.</span><span class="n">columns</span><span class="p">:</span> -</span><span id="L-298"><a href="#L-298"><span class="linenos">298</span></a> <span class="k">if</span> <span class="n">column</span><span class="o">.</span><span class="n">table</span> <span class="o">==</span> <span class="n">alias</span><span class="p">:</span> -</span><span id="L-299"><a href="#L-299"><span class="linenos">299</span></a> <span class="n">outer_columns</span><span class="p">[</span><span class="n">column</span><span class="o">.</span><span class="n">name</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">column</span><span class="p">)</span> -</span><span id="L-300"><a href="#L-300"><span class="linenos">300</span></a> -</span><span id="L-301"><a href="#L-301"><span class="linenos">301</span></a> <span class="c1"># Replace columns with the projection expression in the inner query</span> -</span><span id="L-302"><a href="#L-302"><span class="linenos">302</span></a> <span class="k">for</span> <span class="n">expression</span> <span class="ow">in</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">expressions</span><span class="p">:</span> -</span><span id="L-303"><a href="#L-303"><span class="linenos">303</span></a> <span class="n">projection_name</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">alias_or_name</span> -</span><span id="L-304"><a href="#L-304"><span class="linenos">304</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">projection_name</span><span class="p">:</span> -</span><span id="L-305"><a href="#L-305"><span class="linenos">305</span></a> <span class="k">continue</span> -</span><span id="L-306"><a href="#L-306"><span class="linenos">306</span></a> <span class="n">columns_to_replace</span> <span class="o">=</span> <span class="n">outer_columns</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">projection_name</span><span class="p">,</span> <span class="p">[])</span> -</span><span id="L-307"><a href="#L-307"><span class="linenos">307</span></a> -</span><span id="L-308"><a href="#L-308"><span class="linenos">308</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">unalias</span><span class="p">()</span> -</span><span id="L-309"><a href="#L-309"><span class="linenos">309</span></a> <span class="n">must_wrap_expression</span> <span class="o">=</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">SAFE_TO_REPLACE_UNWRAPPED</span><span class="p">)</span> -</span><span id="L-310"><a href="#L-310"><span class="linenos">310</span></a> -</span><span id="L-311"><a href="#L-311"><span class="linenos">311</span></a> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="n">columns_to_replace</span><span class="p">:</span> -</span><span id="L-312"><a href="#L-312"><span class="linenos">312</span></a> <span class="c1"># Ensures we don't alter the intended operator precedence if there's additional</span> -</span><span id="L-313"><a href="#L-313"><span class="linenos">313</span></a> <span class="c1"># context surrounding the outer expression (i.e. it's not a simple projection).</span> -</span><span id="L-314"><a href="#L-314"><span class="linenos">314</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">column</span><span class="o">.</span><span class="n">parent</span><span class="p">,</span> <span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Unary</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Binary</span><span class="p">))</span> <span class="ow">and</span> <span class="n">must_wrap_expression</span><span class="p">:</span> -</span><span id="L-315"><a href="#L-315"><span class="linenos">315</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">paren</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> -</span><span id="L-316"><a href="#L-316"><span class="linenos">316</span></a> -</span><span id="L-317"><a href="#L-317"><span class="linenos">317</span></a> <span class="n">column</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">copy</span><span class="p">())</span> -</span><span id="L-318"><a href="#L-318"><span class="linenos">318</span></a> +</span><span id="L-286"><a href="#L-286"><span class="linenos">286</span></a> +</span><span id="L-287"><a href="#L-287"><span class="linenos">287</span></a><span class="k">def</span> <span class="nf">_merge_expressions</span><span class="p">(</span><span class="n">outer_scope</span><span class="p">,</span> <span class="n">inner_scope</span><span class="p">,</span> <span class="n">alias</span><span class="p">):</span> +</span><span id="L-288"><a href="#L-288"><span class="linenos">288</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-289"><a href="#L-289"><span class="linenos">289</span></a><span class="sd"> Merge projections of inner query into outer query.</span> +</span><span id="L-290"><a href="#L-290"><span class="linenos">290</span></a> +</span><span id="L-291"><a href="#L-291"><span class="linenos">291</span></a><span class="sd"> Args:</span> +</span><span id="L-292"><a href="#L-292"><span class="linenos">292</span></a><span class="sd"> outer_scope (sqlglot.optimizer.scope.Scope)</span> +</span><span id="L-293"><a href="#L-293"><span class="linenos">293</span></a><span class="sd"> inner_scope (sqlglot.optimizer.scope.Scope)</span> +</span><span id="L-294"><a href="#L-294"><span class="linenos">294</span></a><span class="sd"> alias (str)</span> +</span><span id="L-295"><a href="#L-295"><span class="linenos">295</span></a><span class="sd"> """</span> +</span><span id="L-296"><a href="#L-296"><span class="linenos">296</span></a> <span class="c1"># Collect all columns that reference the alias of the inner query</span> +</span><span id="L-297"><a href="#L-297"><span class="linenos">297</span></a> <span class="n">outer_columns</span> <span class="o">=</span> <span class="n">defaultdict</span><span class="p">(</span><span class="nb">list</span><span class="p">)</span> +</span><span id="L-298"><a href="#L-298"><span class="linenos">298</span></a> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="n">outer_scope</span><span class="o">.</span><span class="n">columns</span><span class="p">:</span> +</span><span id="L-299"><a href="#L-299"><span class="linenos">299</span></a> <span class="k">if</span> <span class="n">column</span><span class="o">.</span><span class="n">table</span> <span class="o">==</span> <span class="n">alias</span><span class="p">:</span> +</span><span id="L-300"><a href="#L-300"><span class="linenos">300</span></a> <span class="n">outer_columns</span><span class="p">[</span><span class="n">column</span><span class="o">.</span><span class="n">name</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">column</span><span class="p">)</span> +</span><span id="L-301"><a href="#L-301"><span class="linenos">301</span></a> +</span><span id="L-302"><a href="#L-302"><span class="linenos">302</span></a> <span class="c1"># Replace columns with the projection expression in the inner query</span> +</span><span id="L-303"><a href="#L-303"><span class="linenos">303</span></a> <span class="k">for</span> <span class="n">expression</span> <span class="ow">in</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">expressions</span><span class="p">:</span> +</span><span id="L-304"><a href="#L-304"><span class="linenos">304</span></a> <span class="n">projection_name</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">alias_or_name</span> +</span><span id="L-305"><a href="#L-305"><span class="linenos">305</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">projection_name</span><span class="p">:</span> +</span><span id="L-306"><a href="#L-306"><span class="linenos">306</span></a> <span class="k">continue</span> +</span><span id="L-307"><a href="#L-307"><span class="linenos">307</span></a> <span class="n">columns_to_replace</span> <span class="o">=</span> <span class="n">outer_columns</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">projection_name</span><span class="p">,</span> <span class="p">[])</span> +</span><span id="L-308"><a href="#L-308"><span class="linenos">308</span></a> +</span><span id="L-309"><a href="#L-309"><span class="linenos">309</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">unalias</span><span class="p">()</span> +</span><span id="L-310"><a href="#L-310"><span class="linenos">310</span></a> <span class="n">must_wrap_expression</span> <span class="o">=</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">SAFE_TO_REPLACE_UNWRAPPED</span><span class="p">)</span> +</span><span id="L-311"><a href="#L-311"><span class="linenos">311</span></a> +</span><span id="L-312"><a href="#L-312"><span class="linenos">312</span></a> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="n">columns_to_replace</span><span class="p">:</span> +</span><span id="L-313"><a href="#L-313"><span class="linenos">313</span></a> <span class="c1"># Ensures we don't alter the intended operator precedence if there's additional</span> +</span><span id="L-314"><a href="#L-314"><span class="linenos">314</span></a> <span class="c1"># context surrounding the outer expression (i.e. it's not a simple projection).</span> +</span><span id="L-315"><a href="#L-315"><span class="linenos">315</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">column</span><span class="o">.</span><span class="n">parent</span><span class="p">,</span> <span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Unary</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Binary</span><span class="p">))</span> <span class="ow">and</span> <span class="n">must_wrap_expression</span><span class="p">:</span> +</span><span id="L-316"><a href="#L-316"><span class="linenos">316</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">paren</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> +</span><span id="L-317"><a href="#L-317"><span class="linenos">317</span></a> +</span><span id="L-318"><a href="#L-318"><span class="linenos">318</span></a> <span class="n">column</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">copy</span><span class="p">())</span> </span><span id="L-319"><a href="#L-319"><span class="linenos">319</span></a> -</span><span id="L-320"><a href="#L-320"><span class="linenos">320</span></a><span class="k">def</span> <span class="nf">_merge_where</span><span class="p">(</span><span class="n">outer_scope</span><span class="p">,</span> <span class="n">inner_scope</span><span class="p">,</span> <span class="n">from_or_join</span><span class="p">):</span> -</span><span id="L-321"><a href="#L-321"><span class="linenos">321</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-322"><a href="#L-322"><span class="linenos">322</span></a><span class="sd"> Merge WHERE clause of inner query into outer query.</span> -</span><span id="L-323"><a href="#L-323"><span class="linenos">323</span></a> -</span><span id="L-324"><a href="#L-324"><span class="linenos">324</span></a><span class="sd"> Args:</span> -</span><span id="L-325"><a href="#L-325"><span class="linenos">325</span></a><span class="sd"> outer_scope (sqlglot.optimizer.scope.Scope)</span> -</span><span id="L-326"><a href="#L-326"><span class="linenos">326</span></a><span class="sd"> inner_scope (sqlglot.optimizer.scope.Scope)</span> -</span><span id="L-327"><a href="#L-327"><span class="linenos">327</span></a><span class="sd"> from_or_join (exp.From|exp.Join)</span> -</span><span id="L-328"><a href="#L-328"><span class="linenos">328</span></a><span class="sd"> """</span> -</span><span id="L-329"><a href="#L-329"><span class="linenos">329</span></a> <span class="n">where</span> <span class="o">=</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"where"</span><span class="p">)</span> -</span><span id="L-330"><a href="#L-330"><span class="linenos">330</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">where</span> <span class="ow">or</span> <span class="ow">not</span> <span class="n">where</span><span class="o">.</span><span class="n">this</span><span class="p">:</span> -</span><span id="L-331"><a href="#L-331"><span class="linenos">331</span></a> <span class="k">return</span> -</span><span id="L-332"><a href="#L-332"><span class="linenos">332</span></a> -</span><span id="L-333"><a href="#L-333"><span class="linenos">333</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">outer_scope</span><span class="o">.</span><span class="n">expression</span> -</span><span id="L-334"><a href="#L-334"><span class="linenos">334</span></a> -</span><span id="L-335"><a href="#L-335"><span class="linenos">335</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">from_or_join</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">):</span> -</span><span id="L-336"><a href="#L-336"><span class="linenos">336</span></a> <span class="c1"># Merge predicates from an outer join to the ON clause</span> -</span><span id="L-337"><a href="#L-337"><span class="linenos">337</span></a> <span class="c1"># if it only has columns that are already joined</span> -</span><span id="L-338"><a href="#L-338"><span class="linenos">338</span></a> <span class="n">from_</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"from"</span><span class="p">)</span> -</span><span id="L-339"><a href="#L-339"><span class="linenos">339</span></a> <span class="n">sources</span> <span class="o">=</span> <span class="p">{</span><span class="n">from_</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">}</span> <span class="k">if</span> <span class="n">from_</span> <span class="k">else</span> <span class="p">{}</span> -</span><span id="L-340"><a href="#L-340"><span class="linenos">340</span></a> -</span><span id="L-341"><a href="#L-341"><span class="linenos">341</span></a> <span class="k">for</span> <span class="n">join</span> <span class="ow">in</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s2">"joins"</span><span class="p">]:</span> -</span><span id="L-342"><a href="#L-342"><span class="linenos">342</span></a> <span class="n">source</span> <span class="o">=</span> <span class="n">join</span><span class="o">.</span><span class="n">alias_or_name</span> -</span><span id="L-343"><a href="#L-343"><span class="linenos">343</span></a> <span class="n">sources</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">source</span><span class="p">)</span> -</span><span id="L-344"><a href="#L-344"><span class="linenos">344</span></a> <span class="k">if</span> <span class="n">source</span> <span class="o">==</span> <span class="n">from_or_join</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">:</span> -</span><span id="L-345"><a href="#L-345"><span class="linenos">345</span></a> <span class="k">break</span> -</span><span id="L-346"><a href="#L-346"><span class="linenos">346</span></a> -</span><span id="L-347"><a href="#L-347"><span class="linenos">347</span></a> <span class="k">if</span> <span class="n">exp</span><span class="o">.</span><span class="n">column_table_names</span><span class="p">(</span><span class="n">where</span><span class="o">.</span><span class="n">this</span><span class="p">)</span> <span class="o"><=</span> <span class="n">sources</span><span class="p">:</span> -</span><span id="L-348"><a href="#L-348"><span class="linenos">348</span></a> <span class="n">from_or_join</span><span class="o">.</span><span class="n">on</span><span class="p">(</span><span class="n">where</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> -</span><span id="L-349"><a href="#L-349"><span class="linenos">349</span></a> <span class="n">from_or_join</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"on"</span><span class="p">,</span> <span class="n">from_or_join</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"on"</span><span class="p">))</span> -</span><span id="L-350"><a href="#L-350"><span class="linenos">350</span></a> <span class="k">return</span> -</span><span id="L-351"><a href="#L-351"><span class="linenos">351</span></a> -</span><span id="L-352"><a href="#L-352"><span class="linenos">352</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">where</span><span class="p">(</span><span class="n">where</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> -</span><span id="L-353"><a href="#L-353"><span class="linenos">353</span></a> +</span><span id="L-320"><a href="#L-320"><span class="linenos">320</span></a> +</span><span id="L-321"><a href="#L-321"><span class="linenos">321</span></a><span class="k">def</span> <span class="nf">_merge_where</span><span class="p">(</span><span class="n">outer_scope</span><span class="p">,</span> <span class="n">inner_scope</span><span class="p">,</span> <span class="n">from_or_join</span><span class="p">):</span> +</span><span id="L-322"><a href="#L-322"><span class="linenos">322</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-323"><a href="#L-323"><span class="linenos">323</span></a><span class="sd"> Merge WHERE clause of inner query into outer query.</span> +</span><span id="L-324"><a href="#L-324"><span class="linenos">324</span></a> +</span><span id="L-325"><a href="#L-325"><span class="linenos">325</span></a><span class="sd"> Args:</span> +</span><span id="L-326"><a href="#L-326"><span class="linenos">326</span></a><span class="sd"> outer_scope (sqlglot.optimizer.scope.Scope)</span> +</span><span id="L-327"><a href="#L-327"><span class="linenos">327</span></a><span class="sd"> inner_scope (sqlglot.optimizer.scope.Scope)</span> +</span><span id="L-328"><a href="#L-328"><span class="linenos">328</span></a><span class="sd"> from_or_join (exp.From|exp.Join)</span> +</span><span id="L-329"><a href="#L-329"><span class="linenos">329</span></a><span class="sd"> """</span> +</span><span id="L-330"><a href="#L-330"><span class="linenos">330</span></a> <span class="n">where</span> <span class="o">=</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"where"</span><span class="p">)</span> +</span><span id="L-331"><a href="#L-331"><span class="linenos">331</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">where</span> <span class="ow">or</span> <span class="ow">not</span> <span class="n">where</span><span class="o">.</span><span class="n">this</span><span class="p">:</span> +</span><span id="L-332"><a href="#L-332"><span class="linenos">332</span></a> <span class="k">return</span> +</span><span id="L-333"><a href="#L-333"><span class="linenos">333</span></a> +</span><span id="L-334"><a href="#L-334"><span class="linenos">334</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">outer_scope</span><span class="o">.</span><span class="n">expression</span> +</span><span id="L-335"><a href="#L-335"><span class="linenos">335</span></a> +</span><span id="L-336"><a href="#L-336"><span class="linenos">336</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">from_or_join</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">):</span> +</span><span id="L-337"><a href="#L-337"><span class="linenos">337</span></a> <span class="c1"># Merge predicates from an outer join to the ON clause</span> +</span><span id="L-338"><a href="#L-338"><span class="linenos">338</span></a> <span class="c1"># if it only has columns that are already joined</span> +</span><span id="L-339"><a href="#L-339"><span class="linenos">339</span></a> <span class="n">from_</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"from"</span><span class="p">)</span> +</span><span id="L-340"><a href="#L-340"><span class="linenos">340</span></a> <span class="n">sources</span> <span class="o">=</span> <span class="p">{</span><span class="n">from_</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">}</span> <span class="k">if</span> <span class="n">from_</span> <span class="k">else</span> <span class="p">{}</span> +</span><span id="L-341"><a href="#L-341"><span class="linenos">341</span></a> +</span><span id="L-342"><a href="#L-342"><span class="linenos">342</span></a> <span class="k">for</span> <span class="n">join</span> <span class="ow">in</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s2">"joins"</span><span class="p">]:</span> +</span><span id="L-343"><a href="#L-343"><span class="linenos">343</span></a> <span class="n">source</span> <span class="o">=</span> <span class="n">join</span><span class="o">.</span><span class="n">alias_or_name</span> +</span><span id="L-344"><a href="#L-344"><span class="linenos">344</span></a> <span class="n">sources</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">source</span><span class="p">)</span> +</span><span id="L-345"><a href="#L-345"><span class="linenos">345</span></a> <span class="k">if</span> <span class="n">source</span> <span class="o">==</span> <span class="n">from_or_join</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">:</span> +</span><span id="L-346"><a href="#L-346"><span class="linenos">346</span></a> <span class="k">break</span> +</span><span id="L-347"><a href="#L-347"><span class="linenos">347</span></a> +</span><span id="L-348"><a href="#L-348"><span class="linenos">348</span></a> <span class="k">if</span> <span class="n">exp</span><span class="o">.</span><span class="n">column_table_names</span><span class="p">(</span><span class="n">where</span><span class="o">.</span><span class="n">this</span><span class="p">)</span> <span class="o"><=</span> <span class="n">sources</span><span class="p">:</span> +</span><span id="L-349"><a href="#L-349"><span class="linenos">349</span></a> <span class="n">from_or_join</span><span class="o">.</span><span class="n">on</span><span class="p">(</span><span class="n">where</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> +</span><span id="L-350"><a href="#L-350"><span class="linenos">350</span></a> <span class="n">from_or_join</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"on"</span><span class="p">,</span> <span class="n">from_or_join</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"on"</span><span class="p">))</span> +</span><span id="L-351"><a href="#L-351"><span class="linenos">351</span></a> <span class="k">return</span> +</span><span id="L-352"><a href="#L-352"><span class="linenos">352</span></a> +</span><span id="L-353"><a href="#L-353"><span class="linenos">353</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">where</span><span class="p">(</span><span class="n">where</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> </span><span id="L-354"><a href="#L-354"><span class="linenos">354</span></a> -</span><span id="L-355"><a href="#L-355"><span class="linenos">355</span></a><span class="k">def</span> <span class="nf">_merge_order</span><span class="p">(</span><span class="n">outer_scope</span><span class="p">,</span> <span class="n">inner_scope</span><span class="p">):</span> -</span><span id="L-356"><a href="#L-356"><span class="linenos">356</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-357"><a href="#L-357"><span class="linenos">357</span></a><span class="sd"> Merge ORDER clause of inner query into outer query.</span> -</span><span id="L-358"><a href="#L-358"><span class="linenos">358</span></a> -</span><span id="L-359"><a href="#L-359"><span class="linenos">359</span></a><span class="sd"> Args:</span> -</span><span id="L-360"><a href="#L-360"><span class="linenos">360</span></a><span class="sd"> outer_scope (sqlglot.optimizer.scope.Scope)</span> -</span><span id="L-361"><a href="#L-361"><span class="linenos">361</span></a><span class="sd"> inner_scope (sqlglot.optimizer.scope.Scope)</span> -</span><span id="L-362"><a href="#L-362"><span class="linenos">362</span></a><span class="sd"> """</span> -</span><span id="L-363"><a href="#L-363"><span class="linenos">363</span></a> <span class="k">if</span> <span class="p">(</span> -</span><span id="L-364"><a href="#L-364"><span class="linenos">364</span></a> <span class="nb">any</span><span class="p">(</span> -</span><span id="L-365"><a href="#L-365"><span class="linenos">365</span></a> <span class="n">outer_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">arg</span><span class="p">)</span> <span class="k">for</span> <span class="n">arg</span> <span class="ow">in</span> <span class="p">[</span><span class="s2">"group"</span><span class="p">,</span> <span class="s2">"distinct"</span><span class="p">,</span> <span class="s2">"having"</span><span class="p">,</span> <span class="s2">"order"</span><span class="p">]</span> -</span><span id="L-366"><a href="#L-366"><span class="linenos">366</span></a> <span class="p">)</span> -</span><span id="L-367"><a href="#L-367"><span class="linenos">367</span></a> <span class="ow">or</span> <span class="nb">len</span><span class="p">(</span><span class="n">outer_scope</span><span class="o">.</span><span class="n">selected_sources</span><span class="p">)</span> <span class="o">!=</span> <span class="mi">1</span> -</span><span id="L-368"><a href="#L-368"><span class="linenos">368</span></a> <span class="ow">or</span> <span class="nb">any</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">find</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">AggFunc</span><span class="p">)</span> <span class="k">for</span> <span class="n">expression</span> <span class="ow">in</span> <span class="n">outer_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">expressions</span><span class="p">)</span> -</span><span id="L-369"><a href="#L-369"><span class="linenos">369</span></a> <span class="p">):</span> -</span><span id="L-370"><a href="#L-370"><span class="linenos">370</span></a> <span class="k">return</span> -</span><span id="L-371"><a href="#L-371"><span class="linenos">371</span></a> -</span><span id="L-372"><a href="#L-372"><span class="linenos">372</span></a> <span class="n">outer_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"order"</span><span class="p">,</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"order"</span><span class="p">))</span> -</span><span id="L-373"><a href="#L-373"><span class="linenos">373</span></a> +</span><span id="L-355"><a href="#L-355"><span class="linenos">355</span></a> +</span><span id="L-356"><a href="#L-356"><span class="linenos">356</span></a><span class="k">def</span> <span class="nf">_merge_order</span><span class="p">(</span><span class="n">outer_scope</span><span class="p">,</span> <span class="n">inner_scope</span><span class="p">):</span> +</span><span id="L-357"><a href="#L-357"><span class="linenos">357</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-358"><a href="#L-358"><span class="linenos">358</span></a><span class="sd"> Merge ORDER clause of inner query into outer query.</span> +</span><span id="L-359"><a href="#L-359"><span class="linenos">359</span></a> +</span><span id="L-360"><a href="#L-360"><span class="linenos">360</span></a><span class="sd"> Args:</span> +</span><span id="L-361"><a href="#L-361"><span class="linenos">361</span></a><span class="sd"> outer_scope (sqlglot.optimizer.scope.Scope)</span> +</span><span id="L-362"><a href="#L-362"><span class="linenos">362</span></a><span class="sd"> inner_scope (sqlglot.optimizer.scope.Scope)</span> +</span><span id="L-363"><a href="#L-363"><span class="linenos">363</span></a><span class="sd"> """</span> +</span><span id="L-364"><a href="#L-364"><span class="linenos">364</span></a> <span class="k">if</span> <span class="p">(</span> +</span><span id="L-365"><a href="#L-365"><span class="linenos">365</span></a> <span class="nb">any</span><span class="p">(</span> +</span><span id="L-366"><a href="#L-366"><span class="linenos">366</span></a> <span class="n">outer_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">arg</span><span class="p">)</span> <span class="k">for</span> <span class="n">arg</span> <span class="ow">in</span> <span class="p">[</span><span class="s2">"group"</span><span class="p">,</span> <span class="s2">"distinct"</span><span class="p">,</span> <span class="s2">"having"</span><span class="p">,</span> <span class="s2">"order"</span><span class="p">]</span> +</span><span id="L-367"><a href="#L-367"><span class="linenos">367</span></a> <span class="p">)</span> +</span><span id="L-368"><a href="#L-368"><span class="linenos">368</span></a> <span class="ow">or</span> <span class="nb">len</span><span class="p">(</span><span class="n">outer_scope</span><span class="o">.</span><span class="n">selected_sources</span><span class="p">)</span> <span class="o">!=</span> <span class="mi">1</span> +</span><span id="L-369"><a href="#L-369"><span class="linenos">369</span></a> <span class="ow">or</span> <span class="nb">any</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">find</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">AggFunc</span><span class="p">)</span> <span class="k">for</span> <span class="n">expression</span> <span class="ow">in</span> <span class="n">outer_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">expressions</span><span class="p">)</span> +</span><span id="L-370"><a href="#L-370"><span class="linenos">370</span></a> <span class="p">):</span> +</span><span id="L-371"><a href="#L-371"><span class="linenos">371</span></a> <span class="k">return</span> +</span><span id="L-372"><a href="#L-372"><span class="linenos">372</span></a> +</span><span id="L-373"><a href="#L-373"><span class="linenos">373</span></a> <span class="n">outer_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"order"</span><span class="p">,</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"order"</span><span class="p">))</span> </span><span id="L-374"><a href="#L-374"><span class="linenos">374</span></a> -</span><span id="L-375"><a href="#L-375"><span class="linenos">375</span></a><span class="k">def</span> <span class="nf">_merge_hints</span><span class="p">(</span><span class="n">outer_scope</span><span class="p">,</span> <span class="n">inner_scope</span><span class="p">):</span> -</span><span id="L-376"><a href="#L-376"><span class="linenos">376</span></a> <span class="n">inner_scope_hint</span> <span class="o">=</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"hint"</span><span class="p">)</span> -</span><span id="L-377"><a href="#L-377"><span class="linenos">377</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">inner_scope_hint</span><span class="p">:</span> -</span><span id="L-378"><a href="#L-378"><span class="linenos">378</span></a> <span class="k">return</span> -</span><span id="L-379"><a href="#L-379"><span class="linenos">379</span></a> <span class="n">outer_scope_hint</span> <span class="o">=</span> <span class="n">outer_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"hint"</span><span class="p">)</span> -</span><span id="L-380"><a href="#L-380"><span class="linenos">380</span></a> <span class="k">if</span> <span class="n">outer_scope_hint</span><span class="p">:</span> -</span><span id="L-381"><a href="#L-381"><span class="linenos">381</span></a> <span class="k">for</span> <span class="n">hint_expression</span> <span class="ow">in</span> <span class="n">inner_scope_hint</span><span class="o">.</span><span class="n">expressions</span><span class="p">:</span> -</span><span id="L-382"><a href="#L-382"><span class="linenos">382</span></a> <span class="n">outer_scope_hint</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">"expressions"</span><span class="p">,</span> <span class="n">hint_expression</span><span class="p">)</span> -</span><span id="L-383"><a href="#L-383"><span class="linenos">383</span></a> <span class="k">else</span><span class="p">:</span> -</span><span id="L-384"><a href="#L-384"><span class="linenos">384</span></a> <span class="n">outer_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"hint"</span><span class="p">,</span> <span class="n">inner_scope_hint</span><span class="p">)</span> -</span><span id="L-385"><a href="#L-385"><span class="linenos">385</span></a> +</span><span id="L-375"><a href="#L-375"><span class="linenos">375</span></a> +</span><span id="L-376"><a href="#L-376"><span class="linenos">376</span></a><span class="k">def</span> <span class="nf">_merge_hints</span><span class="p">(</span><span class="n">outer_scope</span><span class="p">,</span> <span class="n">inner_scope</span><span class="p">):</span> +</span><span id="L-377"><a href="#L-377"><span class="linenos">377</span></a> <span class="n">inner_scope_hint</span> <span class="o">=</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"hint"</span><span class="p">)</span> +</span><span id="L-378"><a href="#L-378"><span class="linenos">378</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">inner_scope_hint</span><span class="p">:</span> +</span><span id="L-379"><a href="#L-379"><span class="linenos">379</span></a> <span class="k">return</span> +</span><span id="L-380"><a href="#L-380"><span class="linenos">380</span></a> <span class="n">outer_scope_hint</span> <span class="o">=</span> <span class="n">outer_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"hint"</span><span class="p">)</span> +</span><span id="L-381"><a href="#L-381"><span class="linenos">381</span></a> <span class="k">if</span> <span class="n">outer_scope_hint</span><span class="p">:</span> +</span><span id="L-382"><a href="#L-382"><span class="linenos">382</span></a> <span class="k">for</span> <span class="n">hint_expression</span> <span class="ow">in</span> <span class="n">inner_scope_hint</span><span class="o">.</span><span class="n">expressions</span><span class="p">:</span> +</span><span id="L-383"><a href="#L-383"><span class="linenos">383</span></a> <span class="n">outer_scope_hint</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">"expressions"</span><span class="p">,</span> <span class="n">hint_expression</span><span class="p">)</span> +</span><span id="L-384"><a href="#L-384"><span class="linenos">384</span></a> <span class="k">else</span><span class="p">:</span> +</span><span id="L-385"><a href="#L-385"><span class="linenos">385</span></a> <span class="n">outer_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"hint"</span><span class="p">,</span> <span class="n">inner_scope_hint</span><span class="p">)</span> </span><span id="L-386"><a href="#L-386"><span class="linenos">386</span></a> -</span><span id="L-387"><a href="#L-387"><span class="linenos">387</span></a><span class="k">def</span> <span class="nf">_pop_cte</span><span class="p">(</span><span class="n">inner_scope</span><span class="p">):</span> -</span><span id="L-388"><a href="#L-388"><span class="linenos">388</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-389"><a href="#L-389"><span class="linenos">389</span></a><span class="sd"> Remove CTE from the AST.</span> -</span><span id="L-390"><a href="#L-390"><span class="linenos">390</span></a> -</span><span id="L-391"><a href="#L-391"><span class="linenos">391</span></a><span class="sd"> Args:</span> -</span><span id="L-392"><a href="#L-392"><span class="linenos">392</span></a><span class="sd"> inner_scope (sqlglot.optimizer.scope.Scope)</span> -</span><span id="L-393"><a href="#L-393"><span class="linenos">393</span></a><span class="sd"> """</span> -</span><span id="L-394"><a href="#L-394"><span class="linenos">394</span></a> <span class="n">cte</span> <span class="o">=</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">parent</span> -</span><span id="L-395"><a href="#L-395"><span class="linenos">395</span></a> <span class="n">with_</span> <span class="o">=</span> <span class="n">cte</span><span class="o">.</span><span class="n">parent</span> -</span><span id="L-396"><a href="#L-396"><span class="linenos">396</span></a> <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">with_</span><span class="o">.</span><span class="n">expressions</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span> -</span><span id="L-397"><a href="#L-397"><span class="linenos">397</span></a> <span class="n">with_</span><span class="o">.</span><span class="n">pop</span><span class="p">()</span> -</span><span id="L-398"><a href="#L-398"><span class="linenos">398</span></a> <span class="k">else</span><span class="p">:</span> -</span><span id="L-399"><a href="#L-399"><span class="linenos">399</span></a> <span class="n">cte</span><span class="o">.</span><span class="n">pop</span><span class="p">()</span> +</span><span id="L-387"><a href="#L-387"><span class="linenos">387</span></a> +</span><span id="L-388"><a href="#L-388"><span class="linenos">388</span></a><span class="k">def</span> <span class="nf">_pop_cte</span><span class="p">(</span><span class="n">inner_scope</span><span class="p">):</span> +</span><span id="L-389"><a href="#L-389"><span class="linenos">389</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-390"><a href="#L-390"><span class="linenos">390</span></a><span class="sd"> Remove CTE from the AST.</span> +</span><span id="L-391"><a href="#L-391"><span class="linenos">391</span></a> +</span><span id="L-392"><a href="#L-392"><span class="linenos">392</span></a><span class="sd"> Args:</span> +</span><span id="L-393"><a href="#L-393"><span class="linenos">393</span></a><span class="sd"> inner_scope (sqlglot.optimizer.scope.Scope)</span> +</span><span id="L-394"><a href="#L-394"><span class="linenos">394</span></a><span class="sd"> """</span> +</span><span id="L-395"><a href="#L-395"><span class="linenos">395</span></a> <span class="n">cte</span> <span class="o">=</span> <span class="n">inner_scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">parent</span> +</span><span id="L-396"><a href="#L-396"><span class="linenos">396</span></a> <span class="n">with_</span> <span class="o">=</span> <span class="n">cte</span><span class="o">.</span><span class="n">parent</span> +</span><span id="L-397"><a href="#L-397"><span class="linenos">397</span></a> <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">with_</span><span class="o">.</span><span class="n">expressions</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span> +</span><span id="L-398"><a href="#L-398"><span class="linenos">398</span></a> <span class="n">with_</span><span class="o">.</span><span class="n">pop</span><span class="p">()</span> +</span><span id="L-399"><a href="#L-399"><span class="linenos">399</span></a> <span class="k">else</span><span class="p">:</span> +</span><span id="L-400"><a href="#L-400"><span class="linenos">400</span></a> <span class="n">cte</span><span class="o">.</span><span class="n">pop</span><span class="p">()</span> </span></pre></div> @@ -565,7 +566,7 @@ queries if it would result in multiple table selects in a single query:</p> <div class="attr variable"> <span class="name">UNMERGABLE_ARGS</span> = <input id="UNMERGABLE_ARGS-view-value" class="view-value-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1"> - <label class="view-value-button pdoc-button" for="UNMERGABLE_ARGS-view-value"></label><span class="default_value">{'sample', 'group', 'having', 'windows', 'offset', 'into', 'qualify', 'pivots', 'match', 'laterals', 'settings', 'cluster', 'format', 'limit', 'distinct', 'locks', 'distribute', 'with', 'kind', 'sort'}</span> + <label class="view-value-button pdoc-button" for="UNMERGABLE_ARGS-view-value"></label><span class="default_value">{'into', 'windows', 'cluster', 'match', 'distinct', 'group', 'with', 'distribute', 'locks', 'laterals', 'sample', 'having', 'limit', 'sort', 'pivots', 'kind', 'qualify', 'settings', 'offset', 'format'}</span> </div> @@ -662,7 +663,8 @@ queries if it would result in multiple table selects in a single query:</p> </span><span id="merge_derived_tables-108"><a href="#merge_derived_tables-108"><span class="linenos">108</span></a> <span class="n">_merge_order</span><span class="p">(</span><span class="n">outer_scope</span><span class="p">,</span> <span class="n">inner_scope</span><span class="p">)</span> </span><span id="merge_derived_tables-109"><a href="#merge_derived_tables-109"><span class="linenos">109</span></a> <span class="n">_merge_hints</span><span class="p">(</span><span class="n">outer_scope</span><span class="p">,</span> <span class="n">inner_scope</span><span class="p">)</span> </span><span id="merge_derived_tables-110"><a href="#merge_derived_tables-110"><span class="linenos">110</span></a> <span class="n">outer_scope</span><span class="o">.</span><span class="n">clear_cache</span><span class="p">()</span> -</span><span id="merge_derived_tables-111"><a href="#merge_derived_tables-111"><span class="linenos">111</span></a> <span class="k">return</span> <span class="n">expression</span> +</span><span id="merge_derived_tables-111"><a href="#merge_derived_tables-111"><span class="linenos">111</span></a> +</span><span id="merge_derived_tables-112"><a href="#merge_derived_tables-112"><span class="linenos">112</span></a> <span class="k">return</span> <span class="n">expression</span> </span></pre></div> diff --git a/docs/sqlglot/optimizer/optimize_joins.html b/docs/sqlglot/optimizer/optimize_joins.html index b2533ab..d0cb65a 100644 --- a/docs/sqlglot/optimizer/optimize_joins.html +++ b/docs/sqlglot/optimizer/optimize_joins.html @@ -129,7 +129,7 @@ </span><span id="L-59"><a href="#L-59"><span class="linenos">59</span></a> <span class="n">dag</span> <span class="o">=</span> <span class="p">{</span><span class="n">name</span><span class="p">:</span> <span class="n">other_table_names</span><span class="p">(</span><span class="n">join</span><span class="p">)</span> <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">join</span> <span class="ow">in</span> <span class="n">joins</span><span class="o">.</span><span class="n">items</span><span class="p">()}</span> </span><span id="L-60"><a href="#L-60"><span class="linenos">60</span></a> <span class="n">parent</span><span class="o">.</span><span class="n">set</span><span class="p">(</span> </span><span id="L-61"><a href="#L-61"><span class="linenos">61</span></a> <span class="s2">"joins"</span><span class="p">,</span> -</span><span id="L-62"><a href="#L-62"><span class="linenos">62</span></a> <span class="p">[</span><span class="n">joins</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="k">for</span> <span class="n">name</span> <span class="ow">in</span> <span class="n">tsort</span><span class="p">(</span><span class="n">dag</span><span class="p">)</span> <span class="k">if</span> <span class="n">name</span> <span class="o">!=</span> <span class="n">from_</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">],</span> +</span><span id="L-62"><a href="#L-62"><span class="linenos">62</span></a> <span class="p">[</span><span class="n">joins</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="k">for</span> <span class="n">name</span> <span class="ow">in</span> <span class="n">tsort</span><span class="p">(</span><span class="n">dag</span><span class="p">)</span> <span class="k">if</span> <span class="n">name</span> <span class="o">!=</span> <span class="n">from_</span><span class="o">.</span><span class="n">alias_or_name</span> <span class="ow">and</span> <span class="n">name</span> <span class="ow">in</span> <span class="n">joins</span><span class="p">],</span> </span><span id="L-63"><a href="#L-63"><span class="linenos">63</span></a> <span class="p">)</span> </span><span id="L-64"><a href="#L-64"><span class="linenos">64</span></a> <span class="k">return</span> <span class="n">expression</span> </span><span id="L-65"><a href="#L-65"><span class="linenos">65</span></a> @@ -256,7 +256,7 @@ </span><span id="reorder_joins-60"><a href="#reorder_joins-60"><span class="linenos">60</span></a> <span class="n">dag</span> <span class="o">=</span> <span class="p">{</span><span class="n">name</span><span class="p">:</span> <span class="n">other_table_names</span><span class="p">(</span><span class="n">join</span><span class="p">)</span> <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">join</span> <span class="ow">in</span> <span class="n">joins</span><span class="o">.</span><span class="n">items</span><span class="p">()}</span> </span><span id="reorder_joins-61"><a href="#reorder_joins-61"><span class="linenos">61</span></a> <span class="n">parent</span><span class="o">.</span><span class="n">set</span><span class="p">(</span> </span><span id="reorder_joins-62"><a href="#reorder_joins-62"><span class="linenos">62</span></a> <span class="s2">"joins"</span><span class="p">,</span> -</span><span id="reorder_joins-63"><a href="#reorder_joins-63"><span class="linenos">63</span></a> <span class="p">[</span><span class="n">joins</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="k">for</span> <span class="n">name</span> <span class="ow">in</span> <span class="n">tsort</span><span class="p">(</span><span class="n">dag</span><span class="p">)</span> <span class="k">if</span> <span class="n">name</span> <span class="o">!=</span> <span class="n">from_</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">],</span> +</span><span id="reorder_joins-63"><a href="#reorder_joins-63"><span class="linenos">63</span></a> <span class="p">[</span><span class="n">joins</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="k">for</span> <span class="n">name</span> <span class="ow">in</span> <span class="n">tsort</span><span class="p">(</span><span class="n">dag</span><span class="p">)</span> <span class="k">if</span> <span class="n">name</span> <span class="o">!=</span> <span class="n">from_</span><span class="o">.</span><span class="n">alias_or_name</span> <span class="ow">and</span> <span class="n">name</span> <span class="ow">in</span> <span class="n">joins</span><span class="p">],</span> </span><span id="reorder_joins-64"><a href="#reorder_joins-64"><span class="linenos">64</span></a> <span class="p">)</span> </span><span id="reorder_joins-65"><a href="#reorder_joins-65"><span class="linenos">65</span></a> <span class="k">return</span> <span class="n">expression</span> </span></pre></div> diff --git a/docs/sqlglot/optimizer/optimizer.html b/docs/sqlglot/optimizer/optimizer.html index d0c7b45..0e10c32 100644 --- a/docs/sqlglot/optimizer/optimizer.html +++ b/docs/sqlglot/optimizer/optimizer.html @@ -175,7 +175,7 @@ <div class="attr function"> <span class="def">def</span> - <span class="name">optimize</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="n">expression</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="n"><a href="../expressions.html#Expression">sqlglot.expressions.Expression</a></span>,</span><span class="param"> <span class="n">schema</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="nb">dict</span><span class="p">,</span> <span class="n"><a href="../schema.html#Schema">sqlglot.schema.Schema</a></span><span class="p">,</span> <span class="n">NoneType</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>,</span><span class="param"> <span class="n">db</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>,</span><span class="param"> <span class="n">catalog</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>,</span><span class="param"> <span class="n">dialect</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n"><a href="../dialects/dialect.html#Dialect">sqlglot.dialects.dialect.Dialect</a></span><span class="p">,</span> <span class="n">Type</span><span class="p">[</span><span class="n"><a href="../dialects/dialect.html#Dialect">sqlglot.dialects.dialect.Dialect</a></span><span class="p">],</span> <span class="n">NoneType</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>,</span><span class="param"> <span class="n">rules</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="n">Callable</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="o"><</span><span class="n">function</span> <span class="n">qualify</span> <span class="n">at</span> <span class="mh">0x7f4bd32095a0</span><span class="o">></span><span class="p">,</span> <span class="o"><</span><span class="n">function</span> <span class="n">pushdown_projections</span> <span class="n">at</span> <span class="mh">0x7f4bd3208f70</span><span class="o">></span><span class="p">,</span> <span class="o"><</span><span class="n">function</span> <span class="n">normalize</span> <span class="n">at</span> <span class="mh">0x7f4bd337d240</span><span class="o">></span><span class="p">,</span> <span class="o"><</span><span class="n">function</span> <span class="n">unnest_subqueries</span> <span class="n">at</span> <span class="mh">0x7f4bd3209900</span><span class="o">></span><span class="p">,</span> <span class="o"><</span><span class="n">function</span> <span class="n">pushdown_predicates</span> <span class="n">at</span> <span class="mh">0x7f4bd337feb0</span><span class="o">></span><span class="p">,</span> <span class="o"><</span><span class="n">function</span> <span class="n">optimize_joins</span> <span class="n">at</span> <span class="mh">0x7f4bd337fb50</span><span class="o">></span><span class="p">,</span> <span class="o"><</span><span class="n">function</span> <span class="n">eliminate_subqueries</span> <span class="n">at</span> <span class="mh">0x7f4bd337edd0</span><span class="o">></span><span class="p">,</span> <span class="o"><</span><span class="n">function</span> <span class="n">merge_subqueries</span> <span class="n">at</span> <span class="mh">0x7f4bd337ee60</span><span class="o">></span><span class="p">,</span> <span class="o"><</span><span class="n">function</span> <span class="n">eliminate_joins</span> <span class="n">at</span> <span class="mh">0x7f4bd337d120</span><span class="o">></span><span class="p">,</span> <span class="o"><</span><span class="n">function</span> <span class="n">eliminate_ctes</span> <span class="n">at</span> <span class="mh">0x7f4bd337d000</span><span class="o">></span><span class="p">,</span> <span class="o"><</span><span class="n">function</span> <span class="n">quote_identifiers</span> <span class="n">at</span> <span class="mh">0x7f4bd3208ee0</span><span class="o">></span><span class="p">,</span> <span class="o"><</span><span class="n">function</span> <span class="n">annotate_types</span> <span class="n">at</span> <span class="mh">0x7f4bd338d2d0</span><span class="o">></span><span class="p">,</span> <span class="o"><</span><span class="n">function</span> <span class="n">canonicalize</span> <span class="n">at</span> <span class="mh">0x7f4bd337ca60</span><span class="o">></span><span class="p">,</span> <span class="o"><</span><span class="n">function</span> <span class="n">simplify</span> <span class="n">at</span> <span class="mh">0x7f4bd337d3f0</span><span class="o">></span><span class="p">)</span>,</span><span class="param"> <span class="o">**</span><span class="n">kwargs</span></span><span class="return-annotation">) -> <span class="n"><a href="../expressions.html#Expression">sqlglot.expressions.Expression</a></span>:</span></span> + <span class="name">optimize</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="n">expression</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="n"><a href="../expressions.html#Expression">sqlglot.expressions.Expression</a></span>,</span><span class="param"> <span class="n">schema</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="nb">dict</span><span class="p">,</span> <span class="n"><a href="../schema.html#Schema">sqlglot.schema.Schema</a></span><span class="p">,</span> <span class="n">NoneType</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>,</span><span class="param"> <span class="n">db</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>,</span><span class="param"> <span class="n">catalog</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>,</span><span class="param"> <span class="n">dialect</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n"><a href="../dialects/dialect.html#Dialect">sqlglot.dialects.dialect.Dialect</a></span><span class="p">,</span> <span class="n">Type</span><span class="p">[</span><span class="n"><a href="../dialects/dialect.html#Dialect">sqlglot.dialects.dialect.Dialect</a></span><span class="p">],</span> <span class="n">NoneType</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>,</span><span class="param"> <span class="n">rules</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="n">Callable</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="o"><</span><span class="n">function</span> <span class="n">qualify</span> <span class="n">at</span> <span class="mh">0x7fb43334de10</span><span class="o">></span><span class="p">,</span> <span class="o"><</span><span class="n">function</span> <span class="n">pushdown_projections</span> <span class="n">at</span> <span class="mh">0x7fb43334d7e0</span><span class="o">></span><span class="p">,</span> <span class="o"><</span><span class="n">function</span> <span class="n">normalize</span> <span class="n">at</span> <span class="mh">0x7fb433521ab0</span><span class="o">></span><span class="p">,</span> <span class="o"><</span><span class="n">function</span> <span class="n">unnest_subqueries</span> <span class="n">at</span> <span class="mh">0x7fb43334e170</span><span class="o">></span><span class="p">,</span> <span class="o"><</span><span class="n">function</span> <span class="n">pushdown_predicates</span> <span class="n">at</span> <span class="mh">0x7fb43334c790</span><span class="o">></span><span class="p">,</span> <span class="o"><</span><span class="n">function</span> <span class="n">optimize_joins</span> <span class="n">at</span> <span class="mh">0x7fb43334c430</span><span class="o">></span><span class="p">,</span> <span class="o"><</span><span class="n">function</span> <span class="n">eliminate_subqueries</span> <span class="n">at</span> <span class="mh">0x7fb433523640</span><span class="o">></span><span class="p">,</span> <span class="o"><</span><span class="n">function</span> <span class="n">merge_subqueries</span> <span class="n">at</span> <span class="mh">0x7fb4335236d0</span><span class="o">></span><span class="p">,</span> <span class="o"><</span><span class="n">function</span> <span class="n">eliminate_joins</span> <span class="n">at</span> <span class="mh">0x7fb433521990</span><span class="o">></span><span class="p">,</span> <span class="o"><</span><span class="n">function</span> <span class="n">eliminate_ctes</span> <span class="n">at</span> <span class="mh">0x7fb433521870</span><span class="o">></span><span class="p">,</span> <span class="o"><</span><span class="n">function</span> <span class="n">quote_identifiers</span> <span class="n">at</span> <span class="mh">0x7fb43334d750</span><span class="o">></span><span class="p">,</span> <span class="o"><</span><span class="n">function</span> <span class="n">annotate_types</span> <span class="n">at</span> <span class="mh">0x7fb43351dab0</span><span class="o">></span><span class="p">,</span> <span class="o"><</span><span class="n">function</span> <span class="n">canonicalize</span> <span class="n">at</span> <span class="mh">0x7fb4335212d0</span><span class="o">></span><span class="p">,</span> <span class="o"><</span><span class="n">function</span> <span class="n">simplify</span> <span class="n">at</span> <span class="mh">0x7fb433521c60</span><span class="o">></span><span class="p">)</span>,</span><span class="param"> <span class="o">**</span><span class="n">kwargs</span></span><span class="return-annotation">) -> <span class="n"><a href="../expressions.html#Expression">sqlglot.expressions.Expression</a></span>:</span></span> <label class="view-source-button" for="optimize-view-source"><span>View Source</span></label> diff --git a/docs/sqlglot/optimizer/pushdown_predicates.html b/docs/sqlglot/optimizer/pushdown_predicates.html index b5f7043..a428344 100644 --- a/docs/sqlglot/optimizer/pushdown_predicates.html +++ b/docs/sqlglot/optimizer/pushdown_predicates.html @@ -115,161 +115,164 @@ </span><span id="L-42"><a href="#L-42"><span class="linenos"> 42</span></a> <span class="c1"># so we limit the selected sources to only itself</span> </span><span id="L-43"><a href="#L-43"><span class="linenos"> 43</span></a> <span class="k">for</span> <span class="n">join</span> <span class="ow">in</span> <span class="n">select</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"joins"</span><span class="p">)</span> <span class="ow">or</span> <span class="p">[]:</span> </span><span id="L-44"><a href="#L-44"><span class="linenos"> 44</span></a> <span class="n">name</span> <span class="o">=</span> <span class="n">join</span><span class="o">.</span><span class="n">alias_or_name</span> -</span><span id="L-45"><a href="#L-45"><span class="linenos"> 45</span></a> <span class="n">pushdown</span><span class="p">(</span><span class="n">join</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"on"</span><span class="p">),</span> <span class="p">{</span><span class="n">name</span><span class="p">:</span> <span class="n">scope</span><span class="o">.</span><span class="n">selected_sources</span><span class="p">[</span><span class="n">name</span><span class="p">]},</span> <span class="n">scope_ref_count</span><span class="p">)</span> -</span><span id="L-46"><a href="#L-46"><span class="linenos"> 46</span></a> -</span><span id="L-47"><a href="#L-47"><span class="linenos"> 47</span></a> <span class="k">return</span> <span class="n">expression</span> -</span><span id="L-48"><a href="#L-48"><span class="linenos"> 48</span></a> +</span><span id="L-45"><a href="#L-45"><span class="linenos"> 45</span></a> <span class="k">if</span> <span class="n">name</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">selected_sources</span><span class="p">:</span> +</span><span id="L-46"><a href="#L-46"><span class="linenos"> 46</span></a> <span class="n">pushdown</span><span class="p">(</span> +</span><span id="L-47"><a href="#L-47"><span class="linenos"> 47</span></a> <span class="n">join</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"on"</span><span class="p">),</span> <span class="p">{</span><span class="n">name</span><span class="p">:</span> <span class="n">scope</span><span class="o">.</span><span class="n">selected_sources</span><span class="p">[</span><span class="n">name</span><span class="p">]},</span> <span class="n">scope_ref_count</span> +</span><span id="L-48"><a href="#L-48"><span class="linenos"> 48</span></a> <span class="p">)</span> </span><span id="L-49"><a href="#L-49"><span class="linenos"> 49</span></a> -</span><span id="L-50"><a href="#L-50"><span class="linenos"> 50</span></a><span class="k">def</span> <span class="nf">pushdown</span><span class="p">(</span><span class="n">condition</span><span class="p">,</span> <span class="n">sources</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">):</span> -</span><span id="L-51"><a href="#L-51"><span class="linenos"> 51</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">condition</span><span class="p">:</span> -</span><span id="L-52"><a href="#L-52"><span class="linenos"> 52</span></a> <span class="k">return</span> -</span><span id="L-53"><a href="#L-53"><span class="linenos"> 53</span></a> -</span><span id="L-54"><a href="#L-54"><span class="linenos"> 54</span></a> <span class="n">condition</span> <span class="o">=</span> <span class="n">condition</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">simplify</span><span class="p">(</span><span class="n">condition</span><span class="p">))</span> -</span><span id="L-55"><a href="#L-55"><span class="linenos"> 55</span></a> <span class="n">cnf_like</span> <span class="o">=</span> <span class="n">normalized</span><span class="p">(</span><span class="n">condition</span><span class="p">)</span> <span class="ow">or</span> <span class="ow">not</span> <span class="n">normalized</span><span class="p">(</span><span class="n">condition</span><span class="p">,</span> <span class="n">dnf</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span> +</span><span id="L-50"><a href="#L-50"><span class="linenos"> 50</span></a> <span class="k">return</span> <span class="n">expression</span> +</span><span id="L-51"><a href="#L-51"><span class="linenos"> 51</span></a> +</span><span id="L-52"><a href="#L-52"><span class="linenos"> 52</span></a> +</span><span id="L-53"><a href="#L-53"><span class="linenos"> 53</span></a><span class="k">def</span> <span class="nf">pushdown</span><span class="p">(</span><span class="n">condition</span><span class="p">,</span> <span class="n">sources</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">):</span> +</span><span id="L-54"><a href="#L-54"><span class="linenos"> 54</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">condition</span><span class="p">:</span> +</span><span id="L-55"><a href="#L-55"><span class="linenos"> 55</span></a> <span class="k">return</span> </span><span id="L-56"><a href="#L-56"><span class="linenos"> 56</span></a> -</span><span id="L-57"><a href="#L-57"><span class="linenos"> 57</span></a> <span class="n">predicates</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span> -</span><span id="L-58"><a href="#L-58"><span class="linenos"> 58</span></a> <span class="n">condition</span><span class="o">.</span><span class="n">flatten</span><span class="p">()</span> -</span><span id="L-59"><a href="#L-59"><span class="linenos"> 59</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">condition</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">And</span> <span class="k">if</span> <span class="n">cnf_like</span> <span class="k">else</span> <span class="n">exp</span><span class="o">.</span><span class="n">Or</span><span class="p">)</span> -</span><span id="L-60"><a href="#L-60"><span class="linenos"> 60</span></a> <span class="k">else</span> <span class="p">[</span><span class="n">condition</span><span class="p">]</span> -</span><span id="L-61"><a href="#L-61"><span class="linenos"> 61</span></a> <span class="p">)</span> -</span><span id="L-62"><a href="#L-62"><span class="linenos"> 62</span></a> -</span><span id="L-63"><a href="#L-63"><span class="linenos"> 63</span></a> <span class="k">if</span> <span class="n">cnf_like</span><span class="p">:</span> -</span><span id="L-64"><a href="#L-64"><span class="linenos"> 64</span></a> <span class="n">pushdown_cnf</span><span class="p">(</span><span class="n">predicates</span><span class="p">,</span> <span class="n">sources</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">)</span> -</span><span id="L-65"><a href="#L-65"><span class="linenos"> 65</span></a> <span class="k">else</span><span class="p">:</span> -</span><span id="L-66"><a href="#L-66"><span class="linenos"> 66</span></a> <span class="n">pushdown_dnf</span><span class="p">(</span><span class="n">predicates</span><span class="p">,</span> <span class="n">sources</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">)</span> -</span><span id="L-67"><a href="#L-67"><span class="linenos"> 67</span></a> -</span><span id="L-68"><a href="#L-68"><span class="linenos"> 68</span></a> -</span><span id="L-69"><a href="#L-69"><span class="linenos"> 69</span></a><span class="k">def</span> <span class="nf">pushdown_cnf</span><span class="p">(</span><span class="n">predicates</span><span class="p">,</span> <span class="n">scope</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">):</span> -</span><span id="L-70"><a href="#L-70"><span class="linenos"> 70</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-71"><a href="#L-71"><span class="linenos"> 71</span></a><span class="sd"> If the predicates are in CNF like form, we can simply replace each block in the parent.</span> -</span><span id="L-72"><a href="#L-72"><span class="linenos"> 72</span></a><span class="sd"> """</span> -</span><span id="L-73"><a href="#L-73"><span class="linenos"> 73</span></a> <span class="k">for</span> <span class="n">predicate</span> <span class="ow">in</span> <span class="n">predicates</span><span class="p">:</span> -</span><span id="L-74"><a href="#L-74"><span class="linenos"> 74</span></a> <span class="k">for</span> <span class="n">node</span> <span class="ow">in</span> <span class="n">nodes_for_predicate</span><span class="p">(</span><span class="n">predicate</span><span class="p">,</span> <span class="n">scope</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">)</span><span class="o">.</span><span class="n">values</span><span class="p">():</span> -</span><span id="L-75"><a href="#L-75"><span class="linenos"> 75</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">):</span> -</span><span id="L-76"><a href="#L-76"><span class="linenos"> 76</span></a> <span class="n">predicate</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">true</span><span class="p">())</span> -</span><span id="L-77"><a href="#L-77"><span class="linenos"> 77</span></a> <span class="n">node</span><span class="o">.</span><span class="n">on</span><span class="p">(</span><span class="n">predicate</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> -</span><span id="L-78"><a href="#L-78"><span class="linenos"> 78</span></a> <span class="k">break</span> -</span><span id="L-79"><a href="#L-79"><span class="linenos"> 79</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">):</span> -</span><span id="L-80"><a href="#L-80"><span class="linenos"> 80</span></a> <span class="n">predicate</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">true</span><span class="p">())</span> -</span><span id="L-81"><a href="#L-81"><span class="linenos"> 81</span></a> <span class="n">node</span><span class="o">.</span><span class="n">where</span><span class="p">(</span><span class="n">replace_aliases</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">predicate</span><span class="p">),</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> -</span><span id="L-82"><a href="#L-82"><span class="linenos"> 82</span></a> -</span><span id="L-83"><a href="#L-83"><span class="linenos"> 83</span></a> -</span><span id="L-84"><a href="#L-84"><span class="linenos"> 84</span></a><span class="k">def</span> <span class="nf">pushdown_dnf</span><span class="p">(</span><span class="n">predicates</span><span class="p">,</span> <span class="n">scope</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">):</span> -</span><span id="L-85"><a href="#L-85"><span class="linenos"> 85</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-86"><a href="#L-86"><span class="linenos"> 86</span></a><span class="sd"> If the predicates are in DNF form, we can only push down conditions that are in all blocks.</span> -</span><span id="L-87"><a href="#L-87"><span class="linenos"> 87</span></a><span class="sd"> Additionally, we can't remove predicates from their original form.</span> -</span><span id="L-88"><a href="#L-88"><span class="linenos"> 88</span></a><span class="sd"> """</span> -</span><span id="L-89"><a href="#L-89"><span class="linenos"> 89</span></a> <span class="c1"># find all the tables that can be pushdown too</span> -</span><span id="L-90"><a href="#L-90"><span class="linenos"> 90</span></a> <span class="c1"># these are tables that are referenced in all blocks of a DNF</span> -</span><span id="L-91"><a href="#L-91"><span class="linenos"> 91</span></a> <span class="c1"># (a.x AND b.x) OR (a.y AND c.y)</span> -</span><span id="L-92"><a href="#L-92"><span class="linenos"> 92</span></a> <span class="c1"># only table a can be push down</span> -</span><span id="L-93"><a href="#L-93"><span class="linenos"> 93</span></a> <span class="n">pushdown_tables</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span> -</span><span id="L-94"><a href="#L-94"><span class="linenos"> 94</span></a> -</span><span id="L-95"><a href="#L-95"><span class="linenos"> 95</span></a> <span class="k">for</span> <span class="n">a</span> <span class="ow">in</span> <span class="n">predicates</span><span class="p">:</span> -</span><span id="L-96"><a href="#L-96"><span class="linenos"> 96</span></a> <span class="n">a_tables</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">column_table_names</span><span class="p">(</span><span class="n">a</span><span class="p">)</span> +</span><span id="L-57"><a href="#L-57"><span class="linenos"> 57</span></a> <span class="n">condition</span> <span class="o">=</span> <span class="n">condition</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">simplify</span><span class="p">(</span><span class="n">condition</span><span class="p">))</span> +</span><span id="L-58"><a href="#L-58"><span class="linenos"> 58</span></a> <span class="n">cnf_like</span> <span class="o">=</span> <span class="n">normalized</span><span class="p">(</span><span class="n">condition</span><span class="p">)</span> <span class="ow">or</span> <span class="ow">not</span> <span class="n">normalized</span><span class="p">(</span><span class="n">condition</span><span class="p">,</span> <span class="n">dnf</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span> +</span><span id="L-59"><a href="#L-59"><span class="linenos"> 59</span></a> +</span><span id="L-60"><a href="#L-60"><span class="linenos"> 60</span></a> <span class="n">predicates</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span> +</span><span id="L-61"><a href="#L-61"><span class="linenos"> 61</span></a> <span class="n">condition</span><span class="o">.</span><span class="n">flatten</span><span class="p">()</span> +</span><span id="L-62"><a href="#L-62"><span class="linenos"> 62</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">condition</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">And</span> <span class="k">if</span> <span class="n">cnf_like</span> <span class="k">else</span> <span class="n">exp</span><span class="o">.</span><span class="n">Or</span><span class="p">)</span> +</span><span id="L-63"><a href="#L-63"><span class="linenos"> 63</span></a> <span class="k">else</span> <span class="p">[</span><span class="n">condition</span><span class="p">]</span> +</span><span id="L-64"><a href="#L-64"><span class="linenos"> 64</span></a> <span class="p">)</span> +</span><span id="L-65"><a href="#L-65"><span class="linenos"> 65</span></a> +</span><span id="L-66"><a href="#L-66"><span class="linenos"> 66</span></a> <span class="k">if</span> <span class="n">cnf_like</span><span class="p">:</span> +</span><span id="L-67"><a href="#L-67"><span class="linenos"> 67</span></a> <span class="n">pushdown_cnf</span><span class="p">(</span><span class="n">predicates</span><span class="p">,</span> <span class="n">sources</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">)</span> +</span><span id="L-68"><a href="#L-68"><span class="linenos"> 68</span></a> <span class="k">else</span><span class="p">:</span> +</span><span id="L-69"><a href="#L-69"><span class="linenos"> 69</span></a> <span class="n">pushdown_dnf</span><span class="p">(</span><span class="n">predicates</span><span class="p">,</span> <span class="n">sources</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">)</span> +</span><span id="L-70"><a href="#L-70"><span class="linenos"> 70</span></a> +</span><span id="L-71"><a href="#L-71"><span class="linenos"> 71</span></a> +</span><span id="L-72"><a href="#L-72"><span class="linenos"> 72</span></a><span class="k">def</span> <span class="nf">pushdown_cnf</span><span class="p">(</span><span class="n">predicates</span><span class="p">,</span> <span class="n">scope</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">):</span> +</span><span id="L-73"><a href="#L-73"><span class="linenos"> 73</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-74"><a href="#L-74"><span class="linenos"> 74</span></a><span class="sd"> If the predicates are in CNF like form, we can simply replace each block in the parent.</span> +</span><span id="L-75"><a href="#L-75"><span class="linenos"> 75</span></a><span class="sd"> """</span> +</span><span id="L-76"><a href="#L-76"><span class="linenos"> 76</span></a> <span class="k">for</span> <span class="n">predicate</span> <span class="ow">in</span> <span class="n">predicates</span><span class="p">:</span> +</span><span id="L-77"><a href="#L-77"><span class="linenos"> 77</span></a> <span class="k">for</span> <span class="n">node</span> <span class="ow">in</span> <span class="n">nodes_for_predicate</span><span class="p">(</span><span class="n">predicate</span><span class="p">,</span> <span class="n">scope</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">)</span><span class="o">.</span><span class="n">values</span><span class="p">():</span> +</span><span id="L-78"><a href="#L-78"><span class="linenos"> 78</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">):</span> +</span><span id="L-79"><a href="#L-79"><span class="linenos"> 79</span></a> <span class="n">predicate</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">true</span><span class="p">())</span> +</span><span id="L-80"><a href="#L-80"><span class="linenos"> 80</span></a> <span class="n">node</span><span class="o">.</span><span class="n">on</span><span class="p">(</span><span class="n">predicate</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> +</span><span id="L-81"><a href="#L-81"><span class="linenos"> 81</span></a> <span class="k">break</span> +</span><span id="L-82"><a href="#L-82"><span class="linenos"> 82</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">):</span> +</span><span id="L-83"><a href="#L-83"><span class="linenos"> 83</span></a> <span class="n">predicate</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">true</span><span class="p">())</span> +</span><span id="L-84"><a href="#L-84"><span class="linenos"> 84</span></a> <span class="n">node</span><span class="o">.</span><span class="n">where</span><span class="p">(</span><span class="n">replace_aliases</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">predicate</span><span class="p">),</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> +</span><span id="L-85"><a href="#L-85"><span class="linenos"> 85</span></a> +</span><span id="L-86"><a href="#L-86"><span class="linenos"> 86</span></a> +</span><span id="L-87"><a href="#L-87"><span class="linenos"> 87</span></a><span class="k">def</span> <span class="nf">pushdown_dnf</span><span class="p">(</span><span class="n">predicates</span><span class="p">,</span> <span class="n">scope</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">):</span> +</span><span id="L-88"><a href="#L-88"><span class="linenos"> 88</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-89"><a href="#L-89"><span class="linenos"> 89</span></a><span class="sd"> If the predicates are in DNF form, we can only push down conditions that are in all blocks.</span> +</span><span id="L-90"><a href="#L-90"><span class="linenos"> 90</span></a><span class="sd"> Additionally, we can't remove predicates from their original form.</span> +</span><span id="L-91"><a href="#L-91"><span class="linenos"> 91</span></a><span class="sd"> """</span> +</span><span id="L-92"><a href="#L-92"><span class="linenos"> 92</span></a> <span class="c1"># find all the tables that can be pushdown too</span> +</span><span id="L-93"><a href="#L-93"><span class="linenos"> 93</span></a> <span class="c1"># these are tables that are referenced in all blocks of a DNF</span> +</span><span id="L-94"><a href="#L-94"><span class="linenos"> 94</span></a> <span class="c1"># (a.x AND b.x) OR (a.y AND c.y)</span> +</span><span id="L-95"><a href="#L-95"><span class="linenos"> 95</span></a> <span class="c1"># only table a can be push down</span> +</span><span id="L-96"><a href="#L-96"><span class="linenos"> 96</span></a> <span class="n">pushdown_tables</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span> </span><span id="L-97"><a href="#L-97"><span class="linenos"> 97</span></a> -</span><span id="L-98"><a href="#L-98"><span class="linenos"> 98</span></a> <span class="k">for</span> <span class="n">b</span> <span class="ow">in</span> <span class="n">predicates</span><span class="p">:</span> -</span><span id="L-99"><a href="#L-99"><span class="linenos"> 99</span></a> <span class="n">a_tables</span> <span class="o">&=</span> <span class="n">exp</span><span class="o">.</span><span class="n">column_table_names</span><span class="p">(</span><span class="n">b</span><span class="p">)</span> +</span><span id="L-98"><a href="#L-98"><span class="linenos"> 98</span></a> <span class="k">for</span> <span class="n">a</span> <span class="ow">in</span> <span class="n">predicates</span><span class="p">:</span> +</span><span id="L-99"><a href="#L-99"><span class="linenos"> 99</span></a> <span class="n">a_tables</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">column_table_names</span><span class="p">(</span><span class="n">a</span><span class="p">)</span> </span><span id="L-100"><a href="#L-100"><span class="linenos">100</span></a> -</span><span id="L-101"><a href="#L-101"><span class="linenos">101</span></a> <span class="n">pushdown_tables</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">a_tables</span><span class="p">)</span> -</span><span id="L-102"><a href="#L-102"><span class="linenos">102</span></a> -</span><span id="L-103"><a href="#L-103"><span class="linenos">103</span></a> <span class="n">conditions</span> <span class="o">=</span> <span class="p">{}</span> -</span><span id="L-104"><a href="#L-104"><span class="linenos">104</span></a> -</span><span id="L-105"><a href="#L-105"><span class="linenos">105</span></a> <span class="c1"># for every pushdown table, find all related conditions in all predicates</span> -</span><span id="L-106"><a href="#L-106"><span class="linenos">106</span></a> <span class="c1"># combine them with ORS</span> -</span><span id="L-107"><a href="#L-107"><span class="linenos">107</span></a> <span class="c1"># (a.x AND and a.y AND b.x) OR (a.z AND c.y) -> (a.x AND a.y) OR (a.z)</span> -</span><span id="L-108"><a href="#L-108"><span class="linenos">108</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">pushdown_tables</span><span class="p">):</span> -</span><span id="L-109"><a href="#L-109"><span class="linenos">109</span></a> <span class="k">for</span> <span class="n">predicate</span> <span class="ow">in</span> <span class="n">predicates</span><span class="p">:</span> -</span><span id="L-110"><a href="#L-110"><span class="linenos">110</span></a> <span class="n">nodes</span> <span class="o">=</span> <span class="n">nodes_for_predicate</span><span class="p">(</span><span class="n">predicate</span><span class="p">,</span> <span class="n">scope</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">)</span> -</span><span id="L-111"><a href="#L-111"><span class="linenos">111</span></a> -</span><span id="L-112"><a href="#L-112"><span class="linenos">112</span></a> <span class="k">if</span> <span class="n">table</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">nodes</span><span class="p">:</span> -</span><span id="L-113"><a href="#L-113"><span class="linenos">113</span></a> <span class="k">continue</span> +</span><span id="L-101"><a href="#L-101"><span class="linenos">101</span></a> <span class="k">for</span> <span class="n">b</span> <span class="ow">in</span> <span class="n">predicates</span><span class="p">:</span> +</span><span id="L-102"><a href="#L-102"><span class="linenos">102</span></a> <span class="n">a_tables</span> <span class="o">&=</span> <span class="n">exp</span><span class="o">.</span><span class="n">column_table_names</span><span class="p">(</span><span class="n">b</span><span class="p">)</span> +</span><span id="L-103"><a href="#L-103"><span class="linenos">103</span></a> +</span><span id="L-104"><a href="#L-104"><span class="linenos">104</span></a> <span class="n">pushdown_tables</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">a_tables</span><span class="p">)</span> +</span><span id="L-105"><a href="#L-105"><span class="linenos">105</span></a> +</span><span id="L-106"><a href="#L-106"><span class="linenos">106</span></a> <span class="n">conditions</span> <span class="o">=</span> <span class="p">{}</span> +</span><span id="L-107"><a href="#L-107"><span class="linenos">107</span></a> +</span><span id="L-108"><a href="#L-108"><span class="linenos">108</span></a> <span class="c1"># for every pushdown table, find all related conditions in all predicates</span> +</span><span id="L-109"><a href="#L-109"><span class="linenos">109</span></a> <span class="c1"># combine them with ORS</span> +</span><span id="L-110"><a href="#L-110"><span class="linenos">110</span></a> <span class="c1"># (a.x AND and a.y AND b.x) OR (a.z AND c.y) -> (a.x AND a.y) OR (a.z)</span> +</span><span id="L-111"><a href="#L-111"><span class="linenos">111</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">pushdown_tables</span><span class="p">):</span> +</span><span id="L-112"><a href="#L-112"><span class="linenos">112</span></a> <span class="k">for</span> <span class="n">predicate</span> <span class="ow">in</span> <span class="n">predicates</span><span class="p">:</span> +</span><span id="L-113"><a href="#L-113"><span class="linenos">113</span></a> <span class="n">nodes</span> <span class="o">=</span> <span class="n">nodes_for_predicate</span><span class="p">(</span><span class="n">predicate</span><span class="p">,</span> <span class="n">scope</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">)</span> </span><span id="L-114"><a href="#L-114"><span class="linenos">114</span></a> -</span><span id="L-115"><a href="#L-115"><span class="linenos">115</span></a> <span class="n">predicate_condition</span> <span class="o">=</span> <span class="kc">None</span> -</span><span id="L-116"><a href="#L-116"><span class="linenos">116</span></a> -</span><span id="L-117"><a href="#L-117"><span class="linenos">117</span></a> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="n">predicate</span><span class="o">.</span><span class="n">find_all</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Column</span><span class="p">):</span> -</span><span id="L-118"><a href="#L-118"><span class="linenos">118</span></a> <span class="k">if</span> <span class="n">column</span><span class="o">.</span><span class="n">table</span> <span class="o">==</span> <span class="n">table</span><span class="p">:</span> -</span><span id="L-119"><a href="#L-119"><span class="linenos">119</span></a> <span class="n">condition</span> <span class="o">=</span> <span class="n">column</span><span class="o">.</span><span class="n">find_ancestor</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Condition</span><span class="p">)</span> -</span><span id="L-120"><a href="#L-120"><span class="linenos">120</span></a> <span class="n">predicate_condition</span> <span class="o">=</span> <span class="p">(</span> -</span><span id="L-121"><a href="#L-121"><span class="linenos">121</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">and_</span><span class="p">(</span><span class="n">predicate_condition</span><span class="p">,</span> <span class="n">condition</span><span class="p">)</span> -</span><span id="L-122"><a href="#L-122"><span class="linenos">122</span></a> <span class="k">if</span> <span class="n">predicate_condition</span> -</span><span id="L-123"><a href="#L-123"><span class="linenos">123</span></a> <span class="k">else</span> <span class="n">condition</span> -</span><span id="L-124"><a href="#L-124"><span class="linenos">124</span></a> <span class="p">)</span> -</span><span id="L-125"><a href="#L-125"><span class="linenos">125</span></a> -</span><span id="L-126"><a href="#L-126"><span class="linenos">126</span></a> <span class="k">if</span> <span class="n">predicate_condition</span><span class="p">:</span> -</span><span id="L-127"><a href="#L-127"><span class="linenos">127</span></a> <span class="n">conditions</span><span class="p">[</span><span class="n">table</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span> -</span><span id="L-128"><a href="#L-128"><span class="linenos">128</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">or_</span><span class="p">(</span><span class="n">conditions</span><span class="p">[</span><span class="n">table</span><span class="p">],</span> <span class="n">predicate_condition</span><span class="p">)</span> -</span><span id="L-129"><a href="#L-129"><span class="linenos">129</span></a> <span class="k">if</span> <span class="n">table</span> <span class="ow">in</span> <span class="n">conditions</span> -</span><span id="L-130"><a href="#L-130"><span class="linenos">130</span></a> <span class="k">else</span> <span class="n">predicate_condition</span> -</span><span id="L-131"><a href="#L-131"><span class="linenos">131</span></a> <span class="p">)</span> -</span><span id="L-132"><a href="#L-132"><span class="linenos">132</span></a> -</span><span id="L-133"><a href="#L-133"><span class="linenos">133</span></a> <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">node</span> <span class="ow">in</span> <span class="n">nodes</span><span class="o">.</span><span class="n">items</span><span class="p">():</span> -</span><span id="L-134"><a href="#L-134"><span class="linenos">134</span></a> <span class="k">if</span> <span class="n">name</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">conditions</span><span class="p">:</span> -</span><span id="L-135"><a href="#L-135"><span class="linenos">135</span></a> <span class="k">continue</span> -</span><span id="L-136"><a href="#L-136"><span class="linenos">136</span></a> -</span><span id="L-137"><a href="#L-137"><span class="linenos">137</span></a> <span class="n">predicate</span> <span class="o">=</span> <span class="n">conditions</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> -</span><span id="L-138"><a href="#L-138"><span class="linenos">138</span></a> -</span><span id="L-139"><a href="#L-139"><span class="linenos">139</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">):</span> -</span><span id="L-140"><a href="#L-140"><span class="linenos">140</span></a> <span class="n">node</span><span class="o">.</span><span class="n">on</span><span class="p">(</span><span class="n">predicate</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> -</span><span id="L-141"><a href="#L-141"><span class="linenos">141</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">):</span> -</span><span id="L-142"><a href="#L-142"><span class="linenos">142</span></a> <span class="n">node</span><span class="o">.</span><span class="n">where</span><span class="p">(</span><span class="n">replace_aliases</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">predicate</span><span class="p">),</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> -</span><span id="L-143"><a href="#L-143"><span class="linenos">143</span></a> -</span><span id="L-144"><a href="#L-144"><span class="linenos">144</span></a> -</span><span id="L-145"><a href="#L-145"><span class="linenos">145</span></a><span class="k">def</span> <span class="nf">nodes_for_predicate</span><span class="p">(</span><span class="n">predicate</span><span class="p">,</span> <span class="n">sources</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">):</span> -</span><span id="L-146"><a href="#L-146"><span class="linenos">146</span></a> <span class="n">nodes</span> <span class="o">=</span> <span class="p">{}</span> -</span><span id="L-147"><a href="#L-147"><span class="linenos">147</span></a> <span class="n">tables</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">column_table_names</span><span class="p">(</span><span class="n">predicate</span><span class="p">)</span> -</span><span id="L-148"><a href="#L-148"><span class="linenos">148</span></a> <span class="n">where_condition</span> <span class="o">=</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">predicate</span><span class="o">.</span><span class="n">find_ancestor</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Where</span><span class="p">),</span> <span class="n">exp</span><span class="o">.</span><span class="n">Where</span><span class="p">)</span> -</span><span id="L-149"><a href="#L-149"><span class="linenos">149</span></a> -</span><span id="L-150"><a href="#L-150"><span class="linenos">150</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">tables</span><span class="p">):</span> -</span><span id="L-151"><a href="#L-151"><span class="linenos">151</span></a> <span class="n">node</span><span class="p">,</span> <span class="n">source</span> <span class="o">=</span> <span class="n">sources</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">table</span><span class="p">)</span> <span class="ow">or</span> <span class="p">(</span><span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span> +</span><span id="L-115"><a href="#L-115"><span class="linenos">115</span></a> <span class="k">if</span> <span class="n">table</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">nodes</span><span class="p">:</span> +</span><span id="L-116"><a href="#L-116"><span class="linenos">116</span></a> <span class="k">continue</span> +</span><span id="L-117"><a href="#L-117"><span class="linenos">117</span></a> +</span><span id="L-118"><a href="#L-118"><span class="linenos">118</span></a> <span class="n">predicate_condition</span> <span class="o">=</span> <span class="kc">None</span> +</span><span id="L-119"><a href="#L-119"><span class="linenos">119</span></a> +</span><span id="L-120"><a href="#L-120"><span class="linenos">120</span></a> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="n">predicate</span><span class="o">.</span><span class="n">find_all</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Column</span><span class="p">):</span> +</span><span id="L-121"><a href="#L-121"><span class="linenos">121</span></a> <span class="k">if</span> <span class="n">column</span><span class="o">.</span><span class="n">table</span> <span class="o">==</span> <span class="n">table</span><span class="p">:</span> +</span><span id="L-122"><a href="#L-122"><span class="linenos">122</span></a> <span class="n">condition</span> <span class="o">=</span> <span class="n">column</span><span class="o">.</span><span class="n">find_ancestor</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Condition</span><span class="p">)</span> +</span><span id="L-123"><a href="#L-123"><span class="linenos">123</span></a> <span class="n">predicate_condition</span> <span class="o">=</span> <span class="p">(</span> +</span><span id="L-124"><a href="#L-124"><span class="linenos">124</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">and_</span><span class="p">(</span><span class="n">predicate_condition</span><span class="p">,</span> <span class="n">condition</span><span class="p">)</span> +</span><span id="L-125"><a href="#L-125"><span class="linenos">125</span></a> <span class="k">if</span> <span class="n">predicate_condition</span> +</span><span id="L-126"><a href="#L-126"><span class="linenos">126</span></a> <span class="k">else</span> <span class="n">condition</span> +</span><span id="L-127"><a href="#L-127"><span class="linenos">127</span></a> <span class="p">)</span> +</span><span id="L-128"><a href="#L-128"><span class="linenos">128</span></a> +</span><span id="L-129"><a href="#L-129"><span class="linenos">129</span></a> <span class="k">if</span> <span class="n">predicate_condition</span><span class="p">:</span> +</span><span id="L-130"><a href="#L-130"><span class="linenos">130</span></a> <span class="n">conditions</span><span class="p">[</span><span class="n">table</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span> +</span><span id="L-131"><a href="#L-131"><span class="linenos">131</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">or_</span><span class="p">(</span><span class="n">conditions</span><span class="p">[</span><span class="n">table</span><span class="p">],</span> <span class="n">predicate_condition</span><span class="p">)</span> +</span><span id="L-132"><a href="#L-132"><span class="linenos">132</span></a> <span class="k">if</span> <span class="n">table</span> <span class="ow">in</span> <span class="n">conditions</span> +</span><span id="L-133"><a href="#L-133"><span class="linenos">133</span></a> <span class="k">else</span> <span class="n">predicate_condition</span> +</span><span id="L-134"><a href="#L-134"><span class="linenos">134</span></a> <span class="p">)</span> +</span><span id="L-135"><a href="#L-135"><span class="linenos">135</span></a> +</span><span id="L-136"><a href="#L-136"><span class="linenos">136</span></a> <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">node</span> <span class="ow">in</span> <span class="n">nodes</span><span class="o">.</span><span class="n">items</span><span class="p">():</span> +</span><span id="L-137"><a href="#L-137"><span class="linenos">137</span></a> <span class="k">if</span> <span class="n">name</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">conditions</span><span class="p">:</span> +</span><span id="L-138"><a href="#L-138"><span class="linenos">138</span></a> <span class="k">continue</span> +</span><span id="L-139"><a href="#L-139"><span class="linenos">139</span></a> +</span><span id="L-140"><a href="#L-140"><span class="linenos">140</span></a> <span class="n">predicate</span> <span class="o">=</span> <span class="n">conditions</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> +</span><span id="L-141"><a href="#L-141"><span class="linenos">141</span></a> +</span><span id="L-142"><a href="#L-142"><span class="linenos">142</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">):</span> +</span><span id="L-143"><a href="#L-143"><span class="linenos">143</span></a> <span class="n">node</span><span class="o">.</span><span class="n">on</span><span class="p">(</span><span class="n">predicate</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> +</span><span id="L-144"><a href="#L-144"><span class="linenos">144</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">):</span> +</span><span id="L-145"><a href="#L-145"><span class="linenos">145</span></a> <span class="n">node</span><span class="o">.</span><span class="n">where</span><span class="p">(</span><span class="n">replace_aliases</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">predicate</span><span class="p">),</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> +</span><span id="L-146"><a href="#L-146"><span class="linenos">146</span></a> +</span><span id="L-147"><a href="#L-147"><span class="linenos">147</span></a> +</span><span id="L-148"><a href="#L-148"><span class="linenos">148</span></a><span class="k">def</span> <span class="nf">nodes_for_predicate</span><span class="p">(</span><span class="n">predicate</span><span class="p">,</span> <span class="n">sources</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">):</span> +</span><span id="L-149"><a href="#L-149"><span class="linenos">149</span></a> <span class="n">nodes</span> <span class="o">=</span> <span class="p">{}</span> +</span><span id="L-150"><a href="#L-150"><span class="linenos">150</span></a> <span class="n">tables</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">column_table_names</span><span class="p">(</span><span class="n">predicate</span><span class="p">)</span> +</span><span id="L-151"><a href="#L-151"><span class="linenos">151</span></a> <span class="n">where_condition</span> <span class="o">=</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">predicate</span><span class="o">.</span><span class="n">find_ancestor</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Where</span><span class="p">),</span> <span class="n">exp</span><span class="o">.</span><span class="n">Where</span><span class="p">)</span> </span><span id="L-152"><a href="#L-152"><span class="linenos">152</span></a> -</span><span id="L-153"><a href="#L-153"><span class="linenos">153</span></a> <span class="c1"># if the predicate is in a where statement we can try to push it down</span> -</span><span id="L-154"><a href="#L-154"><span class="linenos">154</span></a> <span class="c1"># we want to find the root join or from statement</span> -</span><span id="L-155"><a href="#L-155"><span class="linenos">155</span></a> <span class="k">if</span> <span class="n">node</span> <span class="ow">and</span> <span class="n">where_condition</span><span class="p">:</span> -</span><span id="L-156"><a href="#L-156"><span class="linenos">156</span></a> <span class="n">node</span> <span class="o">=</span> <span class="n">node</span><span class="o">.</span><span class="n">find_ancestor</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">)</span> -</span><span id="L-157"><a href="#L-157"><span class="linenos">157</span></a> -</span><span id="L-158"><a href="#L-158"><span class="linenos">158</span></a> <span class="c1"># a node can reference a CTE which should be pushed down</span> -</span><span id="L-159"><a href="#L-159"><span class="linenos">159</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">)</span> <span class="ow">and</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span> -</span><span id="L-160"><a href="#L-160"><span class="linenos">160</span></a> <span class="n">with_</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">parent</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"with"</span><span class="p">)</span> -</span><span id="L-161"><a href="#L-161"><span class="linenos">161</span></a> <span class="k">if</span> <span class="n">with_</span> <span class="ow">and</span> <span class="n">with_</span><span class="o">.</span><span class="n">recursive</span><span class="p">:</span> -</span><span id="L-162"><a href="#L-162"><span class="linenos">162</span></a> <span class="k">return</span> <span class="p">{}</span> -</span><span id="L-163"><a href="#L-163"><span class="linenos">163</span></a> <span class="n">node</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">expression</span> -</span><span id="L-164"><a href="#L-164"><span class="linenos">164</span></a> -</span><span id="L-165"><a href="#L-165"><span class="linenos">165</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">):</span> -</span><span id="L-166"><a href="#L-166"><span class="linenos">166</span></a> <span class="k">if</span> <span class="n">node</span><span class="o">.</span><span class="n">side</span> <span class="ow">and</span> <span class="n">node</span><span class="o">.</span><span class="n">side</span> <span class="o">!=</span> <span class="s2">"RIGHT"</span><span class="p">:</span> -</span><span id="L-167"><a href="#L-167"><span class="linenos">167</span></a> <span class="k">return</span> <span class="p">{}</span> -</span><span id="L-168"><a href="#L-168"><span class="linenos">168</span></a> <span class="n">nodes</span><span class="p">[</span><span class="n">table</span><span class="p">]</span> <span class="o">=</span> <span class="n">node</span> -</span><span id="L-169"><a href="#L-169"><span class="linenos">169</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">)</span> <span class="ow">and</span> <span class="nb">len</span><span class="p">(</span><span class="n">tables</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span> -</span><span id="L-170"><a href="#L-170"><span class="linenos">170</span></a> <span class="c1"># We can't push down window expressions</span> -</span><span id="L-171"><a href="#L-171"><span class="linenos">171</span></a> <span class="n">has_window_expression</span> <span class="o">=</span> <span class="nb">any</span><span class="p">(</span> -</span><span id="L-172"><a href="#L-172"><span class="linenos">172</span></a> <span class="n">select</span> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">node</span><span class="o">.</span><span class="n">selects</span> <span class="k">if</span> <span class="n">select</span><span class="o">.</span><span class="n">find</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Window</span><span class="p">)</span> -</span><span id="L-173"><a href="#L-173"><span class="linenos">173</span></a> <span class="p">)</span> -</span><span id="L-174"><a href="#L-174"><span class="linenos">174</span></a> <span class="c1"># we can't push down predicates to select statements if they are referenced in</span> -</span><span id="L-175"><a href="#L-175"><span class="linenos">175</span></a> <span class="c1"># multiple places.</span> -</span><span id="L-176"><a href="#L-176"><span class="linenos">176</span></a> <span class="k">if</span> <span class="p">(</span> -</span><span id="L-177"><a href="#L-177"><span class="linenos">177</span></a> <span class="ow">not</span> <span class="n">node</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"group"</span><span class="p">)</span> -</span><span id="L-178"><a href="#L-178"><span class="linenos">178</span></a> <span class="ow">and</span> <span class="n">scope_ref_count</span><span class="p">[</span><span class="nb">id</span><span class="p">(</span><span class="n">source</span><span class="p">)]</span> <span class="o"><</span> <span class="mi">2</span> -</span><span id="L-179"><a href="#L-179"><span class="linenos">179</span></a> <span class="ow">and</span> <span class="ow">not</span> <span class="n">has_window_expression</span> -</span><span id="L-180"><a href="#L-180"><span class="linenos">180</span></a> <span class="p">):</span> -</span><span id="L-181"><a href="#L-181"><span class="linenos">181</span></a> <span class="n">nodes</span><span class="p">[</span><span class="n">table</span><span class="p">]</span> <span class="o">=</span> <span class="n">node</span> -</span><span id="L-182"><a href="#L-182"><span class="linenos">182</span></a> <span class="k">return</span> <span class="n">nodes</span> -</span><span id="L-183"><a href="#L-183"><span class="linenos">183</span></a> -</span><span id="L-184"><a href="#L-184"><span class="linenos">184</span></a> -</span><span id="L-185"><a href="#L-185"><span class="linenos">185</span></a><span class="k">def</span> <span class="nf">replace_aliases</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">predicate</span><span class="p">):</span> -</span><span id="L-186"><a href="#L-186"><span class="linenos">186</span></a> <span class="n">aliases</span> <span class="o">=</span> <span class="p">{}</span> +</span><span id="L-153"><a href="#L-153"><span class="linenos">153</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">tables</span><span class="p">):</span> +</span><span id="L-154"><a href="#L-154"><span class="linenos">154</span></a> <span class="n">node</span><span class="p">,</span> <span class="n">source</span> <span class="o">=</span> <span class="n">sources</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">table</span><span class="p">)</span> <span class="ow">or</span> <span class="p">(</span><span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span> +</span><span id="L-155"><a href="#L-155"><span class="linenos">155</span></a> +</span><span id="L-156"><a href="#L-156"><span class="linenos">156</span></a> <span class="c1"># if the predicate is in a where statement we can try to push it down</span> +</span><span id="L-157"><a href="#L-157"><span class="linenos">157</span></a> <span class="c1"># we want to find the root join or from statement</span> +</span><span id="L-158"><a href="#L-158"><span class="linenos">158</span></a> <span class="k">if</span> <span class="n">node</span> <span class="ow">and</span> <span class="n">where_condition</span><span class="p">:</span> +</span><span id="L-159"><a href="#L-159"><span class="linenos">159</span></a> <span class="n">node</span> <span class="o">=</span> <span class="n">node</span><span class="o">.</span><span class="n">find_ancestor</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">)</span> +</span><span id="L-160"><a href="#L-160"><span class="linenos">160</span></a> +</span><span id="L-161"><a href="#L-161"><span class="linenos">161</span></a> <span class="c1"># a node can reference a CTE which should be pushed down</span> +</span><span id="L-162"><a href="#L-162"><span class="linenos">162</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">)</span> <span class="ow">and</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span> +</span><span id="L-163"><a href="#L-163"><span class="linenos">163</span></a> <span class="n">with_</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">parent</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"with"</span><span class="p">)</span> +</span><span id="L-164"><a href="#L-164"><span class="linenos">164</span></a> <span class="k">if</span> <span class="n">with_</span> <span class="ow">and</span> <span class="n">with_</span><span class="o">.</span><span class="n">recursive</span><span class="p">:</span> +</span><span id="L-165"><a href="#L-165"><span class="linenos">165</span></a> <span class="k">return</span> <span class="p">{}</span> +</span><span id="L-166"><a href="#L-166"><span class="linenos">166</span></a> <span class="n">node</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">expression</span> +</span><span id="L-167"><a href="#L-167"><span class="linenos">167</span></a> +</span><span id="L-168"><a href="#L-168"><span class="linenos">168</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">):</span> +</span><span id="L-169"><a href="#L-169"><span class="linenos">169</span></a> <span class="k">if</span> <span class="n">node</span><span class="o">.</span><span class="n">side</span> <span class="ow">and</span> <span class="n">node</span><span class="o">.</span><span class="n">side</span> <span class="o">!=</span> <span class="s2">"RIGHT"</span><span class="p">:</span> +</span><span id="L-170"><a href="#L-170"><span class="linenos">170</span></a> <span class="k">return</span> <span class="p">{}</span> +</span><span id="L-171"><a href="#L-171"><span class="linenos">171</span></a> <span class="n">nodes</span><span class="p">[</span><span class="n">table</span><span class="p">]</span> <span class="o">=</span> <span class="n">node</span> +</span><span id="L-172"><a href="#L-172"><span class="linenos">172</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">)</span> <span class="ow">and</span> <span class="nb">len</span><span class="p">(</span><span class="n">tables</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span> +</span><span id="L-173"><a href="#L-173"><span class="linenos">173</span></a> <span class="c1"># We can't push down window expressions</span> +</span><span id="L-174"><a href="#L-174"><span class="linenos">174</span></a> <span class="n">has_window_expression</span> <span class="o">=</span> <span class="nb">any</span><span class="p">(</span> +</span><span id="L-175"><a href="#L-175"><span class="linenos">175</span></a> <span class="n">select</span> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">node</span><span class="o">.</span><span class="n">selects</span> <span class="k">if</span> <span class="n">select</span><span class="o">.</span><span class="n">find</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Window</span><span class="p">)</span> +</span><span id="L-176"><a href="#L-176"><span class="linenos">176</span></a> <span class="p">)</span> +</span><span id="L-177"><a href="#L-177"><span class="linenos">177</span></a> <span class="c1"># we can't push down predicates to select statements if they are referenced in</span> +</span><span id="L-178"><a href="#L-178"><span class="linenos">178</span></a> <span class="c1"># multiple places.</span> +</span><span id="L-179"><a href="#L-179"><span class="linenos">179</span></a> <span class="k">if</span> <span class="p">(</span> +</span><span id="L-180"><a href="#L-180"><span class="linenos">180</span></a> <span class="ow">not</span> <span class="n">node</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"group"</span><span class="p">)</span> +</span><span id="L-181"><a href="#L-181"><span class="linenos">181</span></a> <span class="ow">and</span> <span class="n">scope_ref_count</span><span class="p">[</span><span class="nb">id</span><span class="p">(</span><span class="n">source</span><span class="p">)]</span> <span class="o"><</span> <span class="mi">2</span> +</span><span id="L-182"><a href="#L-182"><span class="linenos">182</span></a> <span class="ow">and</span> <span class="ow">not</span> <span class="n">has_window_expression</span> +</span><span id="L-183"><a href="#L-183"><span class="linenos">183</span></a> <span class="p">):</span> +</span><span id="L-184"><a href="#L-184"><span class="linenos">184</span></a> <span class="n">nodes</span><span class="p">[</span><span class="n">table</span><span class="p">]</span> <span class="o">=</span> <span class="n">node</span> +</span><span id="L-185"><a href="#L-185"><span class="linenos">185</span></a> <span class="k">return</span> <span class="n">nodes</span> +</span><span id="L-186"><a href="#L-186"><span class="linenos">186</span></a> </span><span id="L-187"><a href="#L-187"><span class="linenos">187</span></a> -</span><span id="L-188"><a href="#L-188"><span class="linenos">188</span></a> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">source</span><span class="o">.</span><span class="n">selects</span><span class="p">:</span> -</span><span id="L-189"><a href="#L-189"><span class="linenos">189</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">select</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Alias</span><span class="p">):</span> -</span><span id="L-190"><a href="#L-190"><span class="linenos">190</span></a> <span class="n">aliases</span><span class="p">[</span><span class="n">select</span><span class="o">.</span><span class="n">alias</span><span class="p">]</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">this</span> -</span><span id="L-191"><a href="#L-191"><span class="linenos">191</span></a> <span class="k">else</span><span class="p">:</span> -</span><span id="L-192"><a href="#L-192"><span class="linenos">192</span></a> <span class="n">aliases</span><span class="p">[</span><span class="n">select</span><span class="o">.</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">select</span> -</span><span id="L-193"><a href="#L-193"><span class="linenos">193</span></a> -</span><span id="L-194"><a href="#L-194"><span class="linenos">194</span></a> <span class="k">def</span> <span class="nf">_replace_alias</span><span class="p">(</span><span class="n">column</span><span class="p">):</span> -</span><span id="L-195"><a href="#L-195"><span class="linenos">195</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">column</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Column</span><span class="p">)</span> <span class="ow">and</span> <span class="n">column</span><span class="o">.</span><span class="n">name</span> <span class="ow">in</span> <span class="n">aliases</span><span class="p">:</span> -</span><span id="L-196"><a href="#L-196"><span class="linenos">196</span></a> <span class="k">return</span> <span class="n">aliases</span><span class="p">[</span><span class="n">column</span><span class="o">.</span><span class="n">name</span><span class="p">]</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span> -</span><span id="L-197"><a href="#L-197"><span class="linenos">197</span></a> <span class="k">return</span> <span class="n">column</span> -</span><span id="L-198"><a href="#L-198"><span class="linenos">198</span></a> -</span><span id="L-199"><a href="#L-199"><span class="linenos">199</span></a> <span class="k">return</span> <span class="n">predicate</span><span class="o">.</span><span class="n">transform</span><span class="p">(</span><span class="n">_replace_alias</span><span class="p">)</span> +</span><span id="L-188"><a href="#L-188"><span class="linenos">188</span></a><span class="k">def</span> <span class="nf">replace_aliases</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">predicate</span><span class="p">):</span> +</span><span id="L-189"><a href="#L-189"><span class="linenos">189</span></a> <span class="n">aliases</span> <span class="o">=</span> <span class="p">{}</span> +</span><span id="L-190"><a href="#L-190"><span class="linenos">190</span></a> +</span><span id="L-191"><a href="#L-191"><span class="linenos">191</span></a> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">source</span><span class="o">.</span><span class="n">selects</span><span class="p">:</span> +</span><span id="L-192"><a href="#L-192"><span class="linenos">192</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">select</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Alias</span><span class="p">):</span> +</span><span id="L-193"><a href="#L-193"><span class="linenos">193</span></a> <span class="n">aliases</span><span class="p">[</span><span class="n">select</span><span class="o">.</span><span class="n">alias</span><span class="p">]</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">this</span> +</span><span id="L-194"><a href="#L-194"><span class="linenos">194</span></a> <span class="k">else</span><span class="p">:</span> +</span><span id="L-195"><a href="#L-195"><span class="linenos">195</span></a> <span class="n">aliases</span><span class="p">[</span><span class="n">select</span><span class="o">.</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">select</span> +</span><span id="L-196"><a href="#L-196"><span class="linenos">196</span></a> +</span><span id="L-197"><a href="#L-197"><span class="linenos">197</span></a> <span class="k">def</span> <span class="nf">_replace_alias</span><span class="p">(</span><span class="n">column</span><span class="p">):</span> +</span><span id="L-198"><a href="#L-198"><span class="linenos">198</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">column</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Column</span><span class="p">)</span> <span class="ow">and</span> <span class="n">column</span><span class="o">.</span><span class="n">name</span> <span class="ow">in</span> <span class="n">aliases</span><span class="p">:</span> +</span><span id="L-199"><a href="#L-199"><span class="linenos">199</span></a> <span class="k">return</span> <span class="n">aliases</span><span class="p">[</span><span class="n">column</span><span class="o">.</span><span class="n">name</span><span class="p">]</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span> +</span><span id="L-200"><a href="#L-200"><span class="linenos">200</span></a> <span class="k">return</span> <span class="n">column</span> +</span><span id="L-201"><a href="#L-201"><span class="linenos">201</span></a> +</span><span id="L-202"><a href="#L-202"><span class="linenos">202</span></a> <span class="k">return</span> <span class="n">predicate</span><span class="o">.</span><span class="n">transform</span><span class="p">(</span><span class="n">_replace_alias</span><span class="p">)</span> </span></pre></div> @@ -323,9 +326,12 @@ </span><span id="pushdown_predicates-43"><a href="#pushdown_predicates-43"><span class="linenos">43</span></a> <span class="c1"># so we limit the selected sources to only itself</span> </span><span id="pushdown_predicates-44"><a href="#pushdown_predicates-44"><span class="linenos">44</span></a> <span class="k">for</span> <span class="n">join</span> <span class="ow">in</span> <span class="n">select</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"joins"</span><span class="p">)</span> <span class="ow">or</span> <span class="p">[]:</span> </span><span id="pushdown_predicates-45"><a href="#pushdown_predicates-45"><span class="linenos">45</span></a> <span class="n">name</span> <span class="o">=</span> <span class="n">join</span><span class="o">.</span><span class="n">alias_or_name</span> -</span><span id="pushdown_predicates-46"><a href="#pushdown_predicates-46"><span class="linenos">46</span></a> <span class="n">pushdown</span><span class="p">(</span><span class="n">join</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"on"</span><span class="p">),</span> <span class="p">{</span><span class="n">name</span><span class="p">:</span> <span class="n">scope</span><span class="o">.</span><span class="n">selected_sources</span><span class="p">[</span><span class="n">name</span><span class="p">]},</span> <span class="n">scope_ref_count</span><span class="p">)</span> -</span><span id="pushdown_predicates-47"><a href="#pushdown_predicates-47"><span class="linenos">47</span></a> -</span><span id="pushdown_predicates-48"><a href="#pushdown_predicates-48"><span class="linenos">48</span></a> <span class="k">return</span> <span class="n">expression</span> +</span><span id="pushdown_predicates-46"><a href="#pushdown_predicates-46"><span class="linenos">46</span></a> <span class="k">if</span> <span class="n">name</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">selected_sources</span><span class="p">:</span> +</span><span id="pushdown_predicates-47"><a href="#pushdown_predicates-47"><span class="linenos">47</span></a> <span class="n">pushdown</span><span class="p">(</span> +</span><span id="pushdown_predicates-48"><a href="#pushdown_predicates-48"><span class="linenos">48</span></a> <span class="n">join</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"on"</span><span class="p">),</span> <span class="p">{</span><span class="n">name</span><span class="p">:</span> <span class="n">scope</span><span class="o">.</span><span class="n">selected_sources</span><span class="p">[</span><span class="n">name</span><span class="p">]},</span> <span class="n">scope_ref_count</span> +</span><span id="pushdown_predicates-49"><a href="#pushdown_predicates-49"><span class="linenos">49</span></a> <span class="p">)</span> +</span><span id="pushdown_predicates-50"><a href="#pushdown_predicates-50"><span class="linenos">50</span></a> +</span><span id="pushdown_predicates-51"><a href="#pushdown_predicates-51"><span class="linenos">51</span></a> <span class="k">return</span> <span class="n">expression</span> </span></pre></div> @@ -370,23 +376,23 @@ </div> <a class="headerlink" href="#pushdown"></a> - <div class="pdoc-code codehilite"><pre><span></span><span id="pushdown-51"><a href="#pushdown-51"><span class="linenos">51</span></a><span class="k">def</span> <span class="nf">pushdown</span><span class="p">(</span><span class="n">condition</span><span class="p">,</span> <span class="n">sources</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">):</span> -</span><span id="pushdown-52"><a href="#pushdown-52"><span class="linenos">52</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">condition</span><span class="p">:</span> -</span><span id="pushdown-53"><a href="#pushdown-53"><span class="linenos">53</span></a> <span class="k">return</span> -</span><span id="pushdown-54"><a href="#pushdown-54"><span class="linenos">54</span></a> -</span><span id="pushdown-55"><a href="#pushdown-55"><span class="linenos">55</span></a> <span class="n">condition</span> <span class="o">=</span> <span class="n">condition</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">simplify</span><span class="p">(</span><span class="n">condition</span><span class="p">))</span> -</span><span id="pushdown-56"><a href="#pushdown-56"><span class="linenos">56</span></a> <span class="n">cnf_like</span> <span class="o">=</span> <span class="n">normalized</span><span class="p">(</span><span class="n">condition</span><span class="p">)</span> <span class="ow">or</span> <span class="ow">not</span> <span class="n">normalized</span><span class="p">(</span><span class="n">condition</span><span class="p">,</span> <span class="n">dnf</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span> + <div class="pdoc-code codehilite"><pre><span></span><span id="pushdown-54"><a href="#pushdown-54"><span class="linenos">54</span></a><span class="k">def</span> <span class="nf">pushdown</span><span class="p">(</span><span class="n">condition</span><span class="p">,</span> <span class="n">sources</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">):</span> +</span><span id="pushdown-55"><a href="#pushdown-55"><span class="linenos">55</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">condition</span><span class="p">:</span> +</span><span id="pushdown-56"><a href="#pushdown-56"><span class="linenos">56</span></a> <span class="k">return</span> </span><span id="pushdown-57"><a href="#pushdown-57"><span class="linenos">57</span></a> -</span><span id="pushdown-58"><a href="#pushdown-58"><span class="linenos">58</span></a> <span class="n">predicates</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span> -</span><span id="pushdown-59"><a href="#pushdown-59"><span class="linenos">59</span></a> <span class="n">condition</span><span class="o">.</span><span class="n">flatten</span><span class="p">()</span> -</span><span id="pushdown-60"><a href="#pushdown-60"><span class="linenos">60</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">condition</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">And</span> <span class="k">if</span> <span class="n">cnf_like</span> <span class="k">else</span> <span class="n">exp</span><span class="o">.</span><span class="n">Or</span><span class="p">)</span> -</span><span id="pushdown-61"><a href="#pushdown-61"><span class="linenos">61</span></a> <span class="k">else</span> <span class="p">[</span><span class="n">condition</span><span class="p">]</span> -</span><span id="pushdown-62"><a href="#pushdown-62"><span class="linenos">62</span></a> <span class="p">)</span> -</span><span id="pushdown-63"><a href="#pushdown-63"><span class="linenos">63</span></a> -</span><span id="pushdown-64"><a href="#pushdown-64"><span class="linenos">64</span></a> <span class="k">if</span> <span class="n">cnf_like</span><span class="p">:</span> -</span><span id="pushdown-65"><a href="#pushdown-65"><span class="linenos">65</span></a> <span class="n">pushdown_cnf</span><span class="p">(</span><span class="n">predicates</span><span class="p">,</span> <span class="n">sources</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">)</span> -</span><span id="pushdown-66"><a href="#pushdown-66"><span class="linenos">66</span></a> <span class="k">else</span><span class="p">:</span> -</span><span id="pushdown-67"><a href="#pushdown-67"><span class="linenos">67</span></a> <span class="n">pushdown_dnf</span><span class="p">(</span><span class="n">predicates</span><span class="p">,</span> <span class="n">sources</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">)</span> +</span><span id="pushdown-58"><a href="#pushdown-58"><span class="linenos">58</span></a> <span class="n">condition</span> <span class="o">=</span> <span class="n">condition</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">simplify</span><span class="p">(</span><span class="n">condition</span><span class="p">))</span> +</span><span id="pushdown-59"><a href="#pushdown-59"><span class="linenos">59</span></a> <span class="n">cnf_like</span> <span class="o">=</span> <span class="n">normalized</span><span class="p">(</span><span class="n">condition</span><span class="p">)</span> <span class="ow">or</span> <span class="ow">not</span> <span class="n">normalized</span><span class="p">(</span><span class="n">condition</span><span class="p">,</span> <span class="n">dnf</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span> +</span><span id="pushdown-60"><a href="#pushdown-60"><span class="linenos">60</span></a> +</span><span id="pushdown-61"><a href="#pushdown-61"><span class="linenos">61</span></a> <span class="n">predicates</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span> +</span><span id="pushdown-62"><a href="#pushdown-62"><span class="linenos">62</span></a> <span class="n">condition</span><span class="o">.</span><span class="n">flatten</span><span class="p">()</span> +</span><span id="pushdown-63"><a href="#pushdown-63"><span class="linenos">63</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">condition</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">And</span> <span class="k">if</span> <span class="n">cnf_like</span> <span class="k">else</span> <span class="n">exp</span><span class="o">.</span><span class="n">Or</span><span class="p">)</span> +</span><span id="pushdown-64"><a href="#pushdown-64"><span class="linenos">64</span></a> <span class="k">else</span> <span class="p">[</span><span class="n">condition</span><span class="p">]</span> +</span><span id="pushdown-65"><a href="#pushdown-65"><span class="linenos">65</span></a> <span class="p">)</span> +</span><span id="pushdown-66"><a href="#pushdown-66"><span class="linenos">66</span></a> +</span><span id="pushdown-67"><a href="#pushdown-67"><span class="linenos">67</span></a> <span class="k">if</span> <span class="n">cnf_like</span><span class="p">:</span> +</span><span id="pushdown-68"><a href="#pushdown-68"><span class="linenos">68</span></a> <span class="n">pushdown_cnf</span><span class="p">(</span><span class="n">predicates</span><span class="p">,</span> <span class="n">sources</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">)</span> +</span><span id="pushdown-69"><a href="#pushdown-69"><span class="linenos">69</span></a> <span class="k">else</span><span class="p">:</span> +</span><span id="pushdown-70"><a href="#pushdown-70"><span class="linenos">70</span></a> <span class="n">pushdown_dnf</span><span class="p">(</span><span class="n">predicates</span><span class="p">,</span> <span class="n">sources</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">)</span> </span></pre></div> @@ -404,19 +410,19 @@ </div> <a class="headerlink" href="#pushdown_cnf"></a> - <div class="pdoc-code codehilite"><pre><span></span><span id="pushdown_cnf-70"><a href="#pushdown_cnf-70"><span class="linenos">70</span></a><span class="k">def</span> <span class="nf">pushdown_cnf</span><span class="p">(</span><span class="n">predicates</span><span class="p">,</span> <span class="n">scope</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">):</span> -</span><span id="pushdown_cnf-71"><a href="#pushdown_cnf-71"><span class="linenos">71</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="pushdown_cnf-72"><a href="#pushdown_cnf-72"><span class="linenos">72</span></a><span class="sd"> If the predicates are in CNF like form, we can simply replace each block in the parent.</span> -</span><span id="pushdown_cnf-73"><a href="#pushdown_cnf-73"><span class="linenos">73</span></a><span class="sd"> """</span> -</span><span id="pushdown_cnf-74"><a href="#pushdown_cnf-74"><span class="linenos">74</span></a> <span class="k">for</span> <span class="n">predicate</span> <span class="ow">in</span> <span class="n">predicates</span><span class="p">:</span> -</span><span id="pushdown_cnf-75"><a href="#pushdown_cnf-75"><span class="linenos">75</span></a> <span class="k">for</span> <span class="n">node</span> <span class="ow">in</span> <span class="n">nodes_for_predicate</span><span class="p">(</span><span class="n">predicate</span><span class="p">,</span> <span class="n">scope</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">)</span><span class="o">.</span><span class="n">values</span><span class="p">():</span> -</span><span id="pushdown_cnf-76"><a href="#pushdown_cnf-76"><span class="linenos">76</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">):</span> -</span><span id="pushdown_cnf-77"><a href="#pushdown_cnf-77"><span class="linenos">77</span></a> <span class="n">predicate</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">true</span><span class="p">())</span> -</span><span id="pushdown_cnf-78"><a href="#pushdown_cnf-78"><span class="linenos">78</span></a> <span class="n">node</span><span class="o">.</span><span class="n">on</span><span class="p">(</span><span class="n">predicate</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> -</span><span id="pushdown_cnf-79"><a href="#pushdown_cnf-79"><span class="linenos">79</span></a> <span class="k">break</span> -</span><span id="pushdown_cnf-80"><a href="#pushdown_cnf-80"><span class="linenos">80</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">):</span> -</span><span id="pushdown_cnf-81"><a href="#pushdown_cnf-81"><span class="linenos">81</span></a> <span class="n">predicate</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">true</span><span class="p">())</span> -</span><span id="pushdown_cnf-82"><a href="#pushdown_cnf-82"><span class="linenos">82</span></a> <span class="n">node</span><span class="o">.</span><span class="n">where</span><span class="p">(</span><span class="n">replace_aliases</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">predicate</span><span class="p">),</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> + <div class="pdoc-code codehilite"><pre><span></span><span id="pushdown_cnf-73"><a href="#pushdown_cnf-73"><span class="linenos">73</span></a><span class="k">def</span> <span class="nf">pushdown_cnf</span><span class="p">(</span><span class="n">predicates</span><span class="p">,</span> <span class="n">scope</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">):</span> +</span><span id="pushdown_cnf-74"><a href="#pushdown_cnf-74"><span class="linenos">74</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="pushdown_cnf-75"><a href="#pushdown_cnf-75"><span class="linenos">75</span></a><span class="sd"> If the predicates are in CNF like form, we can simply replace each block in the parent.</span> +</span><span id="pushdown_cnf-76"><a href="#pushdown_cnf-76"><span class="linenos">76</span></a><span class="sd"> """</span> +</span><span id="pushdown_cnf-77"><a href="#pushdown_cnf-77"><span class="linenos">77</span></a> <span class="k">for</span> <span class="n">predicate</span> <span class="ow">in</span> <span class="n">predicates</span><span class="p">:</span> +</span><span id="pushdown_cnf-78"><a href="#pushdown_cnf-78"><span class="linenos">78</span></a> <span class="k">for</span> <span class="n">node</span> <span class="ow">in</span> <span class="n">nodes_for_predicate</span><span class="p">(</span><span class="n">predicate</span><span class="p">,</span> <span class="n">scope</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">)</span><span class="o">.</span><span class="n">values</span><span class="p">():</span> +</span><span id="pushdown_cnf-79"><a href="#pushdown_cnf-79"><span class="linenos">79</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">):</span> +</span><span id="pushdown_cnf-80"><a href="#pushdown_cnf-80"><span class="linenos">80</span></a> <span class="n">predicate</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">true</span><span class="p">())</span> +</span><span id="pushdown_cnf-81"><a href="#pushdown_cnf-81"><span class="linenos">81</span></a> <span class="n">node</span><span class="o">.</span><span class="n">on</span><span class="p">(</span><span class="n">predicate</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> +</span><span id="pushdown_cnf-82"><a href="#pushdown_cnf-82"><span class="linenos">82</span></a> <span class="k">break</span> +</span><span id="pushdown_cnf-83"><a href="#pushdown_cnf-83"><span class="linenos">83</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">):</span> +</span><span id="pushdown_cnf-84"><a href="#pushdown_cnf-84"><span class="linenos">84</span></a> <span class="n">predicate</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">true</span><span class="p">())</span> +</span><span id="pushdown_cnf-85"><a href="#pushdown_cnf-85"><span class="linenos">85</span></a> <span class="n">node</span><span class="o">.</span><span class="n">where</span><span class="p">(</span><span class="n">replace_aliases</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">predicate</span><span class="p">),</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> </span></pre></div> @@ -436,65 +442,65 @@ </div> <a class="headerlink" href="#pushdown_dnf"></a> - <div class="pdoc-code codehilite"><pre><span></span><span id="pushdown_dnf-85"><a href="#pushdown_dnf-85"><span class="linenos"> 85</span></a><span class="k">def</span> <span class="nf">pushdown_dnf</span><span class="p">(</span><span class="n">predicates</span><span class="p">,</span> <span class="n">scope</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">):</span> -</span><span id="pushdown_dnf-86"><a href="#pushdown_dnf-86"><span class="linenos"> 86</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="pushdown_dnf-87"><a href="#pushdown_dnf-87"><span class="linenos"> 87</span></a><span class="sd"> If the predicates are in DNF form, we can only push down conditions that are in all blocks.</span> -</span><span id="pushdown_dnf-88"><a href="#pushdown_dnf-88"><span class="linenos"> 88</span></a><span class="sd"> Additionally, we can't remove predicates from their original form.</span> -</span><span id="pushdown_dnf-89"><a href="#pushdown_dnf-89"><span class="linenos"> 89</span></a><span class="sd"> """</span> -</span><span id="pushdown_dnf-90"><a href="#pushdown_dnf-90"><span class="linenos"> 90</span></a> <span class="c1"># find all the tables that can be pushdown too</span> -</span><span id="pushdown_dnf-91"><a href="#pushdown_dnf-91"><span class="linenos"> 91</span></a> <span class="c1"># these are tables that are referenced in all blocks of a DNF</span> -</span><span id="pushdown_dnf-92"><a href="#pushdown_dnf-92"><span class="linenos"> 92</span></a> <span class="c1"># (a.x AND b.x) OR (a.y AND c.y)</span> -</span><span id="pushdown_dnf-93"><a href="#pushdown_dnf-93"><span class="linenos"> 93</span></a> <span class="c1"># only table a can be push down</span> -</span><span id="pushdown_dnf-94"><a href="#pushdown_dnf-94"><span class="linenos"> 94</span></a> <span class="n">pushdown_tables</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span> -</span><span id="pushdown_dnf-95"><a href="#pushdown_dnf-95"><span class="linenos"> 95</span></a> -</span><span id="pushdown_dnf-96"><a href="#pushdown_dnf-96"><span class="linenos"> 96</span></a> <span class="k">for</span> <span class="n">a</span> <span class="ow">in</span> <span class="n">predicates</span><span class="p">:</span> -</span><span id="pushdown_dnf-97"><a href="#pushdown_dnf-97"><span class="linenos"> 97</span></a> <span class="n">a_tables</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">column_table_names</span><span class="p">(</span><span class="n">a</span><span class="p">)</span> + <div class="pdoc-code codehilite"><pre><span></span><span id="pushdown_dnf-88"><a href="#pushdown_dnf-88"><span class="linenos"> 88</span></a><span class="k">def</span> <span class="nf">pushdown_dnf</span><span class="p">(</span><span class="n">predicates</span><span class="p">,</span> <span class="n">scope</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">):</span> +</span><span id="pushdown_dnf-89"><a href="#pushdown_dnf-89"><span class="linenos"> 89</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="pushdown_dnf-90"><a href="#pushdown_dnf-90"><span class="linenos"> 90</span></a><span class="sd"> If the predicates are in DNF form, we can only push down conditions that are in all blocks.</span> +</span><span id="pushdown_dnf-91"><a href="#pushdown_dnf-91"><span class="linenos"> 91</span></a><span class="sd"> Additionally, we can't remove predicates from their original form.</span> +</span><span id="pushdown_dnf-92"><a href="#pushdown_dnf-92"><span class="linenos"> 92</span></a><span class="sd"> """</span> +</span><span id="pushdown_dnf-93"><a href="#pushdown_dnf-93"><span class="linenos"> 93</span></a> <span class="c1"># find all the tables that can be pushdown too</span> +</span><span id="pushdown_dnf-94"><a href="#pushdown_dnf-94"><span class="linenos"> 94</span></a> <span class="c1"># these are tables that are referenced in all blocks of a DNF</span> +</span><span id="pushdown_dnf-95"><a href="#pushdown_dnf-95"><span class="linenos"> 95</span></a> <span class="c1"># (a.x AND b.x) OR (a.y AND c.y)</span> +</span><span id="pushdown_dnf-96"><a href="#pushdown_dnf-96"><span class="linenos"> 96</span></a> <span class="c1"># only table a can be push down</span> +</span><span id="pushdown_dnf-97"><a href="#pushdown_dnf-97"><span class="linenos"> 97</span></a> <span class="n">pushdown_tables</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span> </span><span id="pushdown_dnf-98"><a href="#pushdown_dnf-98"><span class="linenos"> 98</span></a> -</span><span id="pushdown_dnf-99"><a href="#pushdown_dnf-99"><span class="linenos"> 99</span></a> <span class="k">for</span> <span class="n">b</span> <span class="ow">in</span> <span class="n">predicates</span><span class="p">:</span> -</span><span id="pushdown_dnf-100"><a href="#pushdown_dnf-100"><span class="linenos">100</span></a> <span class="n">a_tables</span> <span class="o">&=</span> <span class="n">exp</span><span class="o">.</span><span class="n">column_table_names</span><span class="p">(</span><span class="n">b</span><span class="p">)</span> +</span><span id="pushdown_dnf-99"><a href="#pushdown_dnf-99"><span class="linenos"> 99</span></a> <span class="k">for</span> <span class="n">a</span> <span class="ow">in</span> <span class="n">predicates</span><span class="p">:</span> +</span><span id="pushdown_dnf-100"><a href="#pushdown_dnf-100"><span class="linenos">100</span></a> <span class="n">a_tables</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">column_table_names</span><span class="p">(</span><span class="n">a</span><span class="p">)</span> </span><span id="pushdown_dnf-101"><a href="#pushdown_dnf-101"><span class="linenos">101</span></a> -</span><span id="pushdown_dnf-102"><a href="#pushdown_dnf-102"><span class="linenos">102</span></a> <span class="n">pushdown_tables</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">a_tables</span><span class="p">)</span> -</span><span id="pushdown_dnf-103"><a href="#pushdown_dnf-103"><span class="linenos">103</span></a> -</span><span id="pushdown_dnf-104"><a href="#pushdown_dnf-104"><span class="linenos">104</span></a> <span class="n">conditions</span> <span class="o">=</span> <span class="p">{}</span> -</span><span id="pushdown_dnf-105"><a href="#pushdown_dnf-105"><span class="linenos">105</span></a> -</span><span id="pushdown_dnf-106"><a href="#pushdown_dnf-106"><span class="linenos">106</span></a> <span class="c1"># for every pushdown table, find all related conditions in all predicates</span> -</span><span id="pushdown_dnf-107"><a href="#pushdown_dnf-107"><span class="linenos">107</span></a> <span class="c1"># combine them with ORS</span> -</span><span id="pushdown_dnf-108"><a href="#pushdown_dnf-108"><span class="linenos">108</span></a> <span class="c1"># (a.x AND and a.y AND b.x) OR (a.z AND c.y) -> (a.x AND a.y) OR (a.z)</span> -</span><span id="pushdown_dnf-109"><a href="#pushdown_dnf-109"><span class="linenos">109</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">pushdown_tables</span><span class="p">):</span> -</span><span id="pushdown_dnf-110"><a href="#pushdown_dnf-110"><span class="linenos">110</span></a> <span class="k">for</span> <span class="n">predicate</span> <span class="ow">in</span> <span class="n">predicates</span><span class="p">:</span> -</span><span id="pushdown_dnf-111"><a href="#pushdown_dnf-111"><span class="linenos">111</span></a> <span class="n">nodes</span> <span class="o">=</span> <span class="n">nodes_for_predicate</span><span class="p">(</span><span class="n">predicate</span><span class="p">,</span> <span class="n">scope</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">)</span> -</span><span id="pushdown_dnf-112"><a href="#pushdown_dnf-112"><span class="linenos">112</span></a> -</span><span id="pushdown_dnf-113"><a href="#pushdown_dnf-113"><span class="linenos">113</span></a> <span class="k">if</span> <span class="n">table</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">nodes</span><span class="p">:</span> -</span><span id="pushdown_dnf-114"><a href="#pushdown_dnf-114"><span class="linenos">114</span></a> <span class="k">continue</span> +</span><span id="pushdown_dnf-102"><a href="#pushdown_dnf-102"><span class="linenos">102</span></a> <span class="k">for</span> <span class="n">b</span> <span class="ow">in</span> <span class="n">predicates</span><span class="p">:</span> +</span><span id="pushdown_dnf-103"><a href="#pushdown_dnf-103"><span class="linenos">103</span></a> <span class="n">a_tables</span> <span class="o">&=</span> <span class="n">exp</span><span class="o">.</span><span class="n">column_table_names</span><span class="p">(</span><span class="n">b</span><span class="p">)</span> +</span><span id="pushdown_dnf-104"><a href="#pushdown_dnf-104"><span class="linenos">104</span></a> +</span><span id="pushdown_dnf-105"><a href="#pushdown_dnf-105"><span class="linenos">105</span></a> <span class="n">pushdown_tables</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">a_tables</span><span class="p">)</span> +</span><span id="pushdown_dnf-106"><a href="#pushdown_dnf-106"><span class="linenos">106</span></a> +</span><span id="pushdown_dnf-107"><a href="#pushdown_dnf-107"><span class="linenos">107</span></a> <span class="n">conditions</span> <span class="o">=</span> <span class="p">{}</span> +</span><span id="pushdown_dnf-108"><a href="#pushdown_dnf-108"><span class="linenos">108</span></a> +</span><span id="pushdown_dnf-109"><a href="#pushdown_dnf-109"><span class="linenos">109</span></a> <span class="c1"># for every pushdown table, find all related conditions in all predicates</span> +</span><span id="pushdown_dnf-110"><a href="#pushdown_dnf-110"><span class="linenos">110</span></a> <span class="c1"># combine them with ORS</span> +</span><span id="pushdown_dnf-111"><a href="#pushdown_dnf-111"><span class="linenos">111</span></a> <span class="c1"># (a.x AND and a.y AND b.x) OR (a.z AND c.y) -> (a.x AND a.y) OR (a.z)</span> +</span><span id="pushdown_dnf-112"><a href="#pushdown_dnf-112"><span class="linenos">112</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">pushdown_tables</span><span class="p">):</span> +</span><span id="pushdown_dnf-113"><a href="#pushdown_dnf-113"><span class="linenos">113</span></a> <span class="k">for</span> <span class="n">predicate</span> <span class="ow">in</span> <span class="n">predicates</span><span class="p">:</span> +</span><span id="pushdown_dnf-114"><a href="#pushdown_dnf-114"><span class="linenos">114</span></a> <span class="n">nodes</span> <span class="o">=</span> <span class="n">nodes_for_predicate</span><span class="p">(</span><span class="n">predicate</span><span class="p">,</span> <span class="n">scope</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">)</span> </span><span id="pushdown_dnf-115"><a href="#pushdown_dnf-115"><span class="linenos">115</span></a> -</span><span id="pushdown_dnf-116"><a href="#pushdown_dnf-116"><span class="linenos">116</span></a> <span class="n">predicate_condition</span> <span class="o">=</span> <span class="kc">None</span> -</span><span id="pushdown_dnf-117"><a href="#pushdown_dnf-117"><span class="linenos">117</span></a> -</span><span id="pushdown_dnf-118"><a href="#pushdown_dnf-118"><span class="linenos">118</span></a> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="n">predicate</span><span class="o">.</span><span class="n">find_all</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Column</span><span class="p">):</span> -</span><span id="pushdown_dnf-119"><a href="#pushdown_dnf-119"><span class="linenos">119</span></a> <span class="k">if</span> <span class="n">column</span><span class="o">.</span><span class="n">table</span> <span class="o">==</span> <span class="n">table</span><span class="p">:</span> -</span><span id="pushdown_dnf-120"><a href="#pushdown_dnf-120"><span class="linenos">120</span></a> <span class="n">condition</span> <span class="o">=</span> <span class="n">column</span><span class="o">.</span><span class="n">find_ancestor</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Condition</span><span class="p">)</span> -</span><span id="pushdown_dnf-121"><a href="#pushdown_dnf-121"><span class="linenos">121</span></a> <span class="n">predicate_condition</span> <span class="o">=</span> <span class="p">(</span> -</span><span id="pushdown_dnf-122"><a href="#pushdown_dnf-122"><span class="linenos">122</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">and_</span><span class="p">(</span><span class="n">predicate_condition</span><span class="p">,</span> <span class="n">condition</span><span class="p">)</span> -</span><span id="pushdown_dnf-123"><a href="#pushdown_dnf-123"><span class="linenos">123</span></a> <span class="k">if</span> <span class="n">predicate_condition</span> -</span><span id="pushdown_dnf-124"><a href="#pushdown_dnf-124"><span class="linenos">124</span></a> <span class="k">else</span> <span class="n">condition</span> -</span><span id="pushdown_dnf-125"><a href="#pushdown_dnf-125"><span class="linenos">125</span></a> <span class="p">)</span> -</span><span id="pushdown_dnf-126"><a href="#pushdown_dnf-126"><span class="linenos">126</span></a> -</span><span id="pushdown_dnf-127"><a href="#pushdown_dnf-127"><span class="linenos">127</span></a> <span class="k">if</span> <span class="n">predicate_condition</span><span class="p">:</span> -</span><span id="pushdown_dnf-128"><a href="#pushdown_dnf-128"><span class="linenos">128</span></a> <span class="n">conditions</span><span class="p">[</span><span class="n">table</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span> -</span><span id="pushdown_dnf-129"><a href="#pushdown_dnf-129"><span class="linenos">129</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">or_</span><span class="p">(</span><span class="n">conditions</span><span class="p">[</span><span class="n">table</span><span class="p">],</span> <span class="n">predicate_condition</span><span class="p">)</span> -</span><span id="pushdown_dnf-130"><a href="#pushdown_dnf-130"><span class="linenos">130</span></a> <span class="k">if</span> <span class="n">table</span> <span class="ow">in</span> <span class="n">conditions</span> -</span><span id="pushdown_dnf-131"><a href="#pushdown_dnf-131"><span class="linenos">131</span></a> <span class="k">else</span> <span class="n">predicate_condition</span> -</span><span id="pushdown_dnf-132"><a href="#pushdown_dnf-132"><span class="linenos">132</span></a> <span class="p">)</span> -</span><span id="pushdown_dnf-133"><a href="#pushdown_dnf-133"><span class="linenos">133</span></a> -</span><span id="pushdown_dnf-134"><a href="#pushdown_dnf-134"><span class="linenos">134</span></a> <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">node</span> <span class="ow">in</span> <span class="n">nodes</span><span class="o">.</span><span class="n">items</span><span class="p">():</span> -</span><span id="pushdown_dnf-135"><a href="#pushdown_dnf-135"><span class="linenos">135</span></a> <span class="k">if</span> <span class="n">name</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">conditions</span><span class="p">:</span> -</span><span id="pushdown_dnf-136"><a href="#pushdown_dnf-136"><span class="linenos">136</span></a> <span class="k">continue</span> -</span><span id="pushdown_dnf-137"><a href="#pushdown_dnf-137"><span class="linenos">137</span></a> -</span><span id="pushdown_dnf-138"><a href="#pushdown_dnf-138"><span class="linenos">138</span></a> <span class="n">predicate</span> <span class="o">=</span> <span class="n">conditions</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> -</span><span id="pushdown_dnf-139"><a href="#pushdown_dnf-139"><span class="linenos">139</span></a> -</span><span id="pushdown_dnf-140"><a href="#pushdown_dnf-140"><span class="linenos">140</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">):</span> -</span><span id="pushdown_dnf-141"><a href="#pushdown_dnf-141"><span class="linenos">141</span></a> <span class="n">node</span><span class="o">.</span><span class="n">on</span><span class="p">(</span><span class="n">predicate</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> -</span><span id="pushdown_dnf-142"><a href="#pushdown_dnf-142"><span class="linenos">142</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">):</span> -</span><span id="pushdown_dnf-143"><a href="#pushdown_dnf-143"><span class="linenos">143</span></a> <span class="n">node</span><span class="o">.</span><span class="n">where</span><span class="p">(</span><span class="n">replace_aliases</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">predicate</span><span class="p">),</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> +</span><span id="pushdown_dnf-116"><a href="#pushdown_dnf-116"><span class="linenos">116</span></a> <span class="k">if</span> <span class="n">table</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">nodes</span><span class="p">:</span> +</span><span id="pushdown_dnf-117"><a href="#pushdown_dnf-117"><span class="linenos">117</span></a> <span class="k">continue</span> +</span><span id="pushdown_dnf-118"><a href="#pushdown_dnf-118"><span class="linenos">118</span></a> +</span><span id="pushdown_dnf-119"><a href="#pushdown_dnf-119"><span class="linenos">119</span></a> <span class="n">predicate_condition</span> <span class="o">=</span> <span class="kc">None</span> +</span><span id="pushdown_dnf-120"><a href="#pushdown_dnf-120"><span class="linenos">120</span></a> +</span><span id="pushdown_dnf-121"><a href="#pushdown_dnf-121"><span class="linenos">121</span></a> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="n">predicate</span><span class="o">.</span><span class="n">find_all</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Column</span><span class="p">):</span> +</span><span id="pushdown_dnf-122"><a href="#pushdown_dnf-122"><span class="linenos">122</span></a> <span class="k">if</span> <span class="n">column</span><span class="o">.</span><span class="n">table</span> <span class="o">==</span> <span class="n">table</span><span class="p">:</span> +</span><span id="pushdown_dnf-123"><a href="#pushdown_dnf-123"><span class="linenos">123</span></a> <span class="n">condition</span> <span class="o">=</span> <span class="n">column</span><span class="o">.</span><span class="n">find_ancestor</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Condition</span><span class="p">)</span> +</span><span id="pushdown_dnf-124"><a href="#pushdown_dnf-124"><span class="linenos">124</span></a> <span class="n">predicate_condition</span> <span class="o">=</span> <span class="p">(</span> +</span><span id="pushdown_dnf-125"><a href="#pushdown_dnf-125"><span class="linenos">125</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">and_</span><span class="p">(</span><span class="n">predicate_condition</span><span class="p">,</span> <span class="n">condition</span><span class="p">)</span> +</span><span id="pushdown_dnf-126"><a href="#pushdown_dnf-126"><span class="linenos">126</span></a> <span class="k">if</span> <span class="n">predicate_condition</span> +</span><span id="pushdown_dnf-127"><a href="#pushdown_dnf-127"><span class="linenos">127</span></a> <span class="k">else</span> <span class="n">condition</span> +</span><span id="pushdown_dnf-128"><a href="#pushdown_dnf-128"><span class="linenos">128</span></a> <span class="p">)</span> +</span><span id="pushdown_dnf-129"><a href="#pushdown_dnf-129"><span class="linenos">129</span></a> +</span><span id="pushdown_dnf-130"><a href="#pushdown_dnf-130"><span class="linenos">130</span></a> <span class="k">if</span> <span class="n">predicate_condition</span><span class="p">:</span> +</span><span id="pushdown_dnf-131"><a href="#pushdown_dnf-131"><span class="linenos">131</span></a> <span class="n">conditions</span><span class="p">[</span><span class="n">table</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span> +</span><span id="pushdown_dnf-132"><a href="#pushdown_dnf-132"><span class="linenos">132</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">or_</span><span class="p">(</span><span class="n">conditions</span><span class="p">[</span><span class="n">table</span><span class="p">],</span> <span class="n">predicate_condition</span><span class="p">)</span> +</span><span id="pushdown_dnf-133"><a href="#pushdown_dnf-133"><span class="linenos">133</span></a> <span class="k">if</span> <span class="n">table</span> <span class="ow">in</span> <span class="n">conditions</span> +</span><span id="pushdown_dnf-134"><a href="#pushdown_dnf-134"><span class="linenos">134</span></a> <span class="k">else</span> <span class="n">predicate_condition</span> +</span><span id="pushdown_dnf-135"><a href="#pushdown_dnf-135"><span class="linenos">135</span></a> <span class="p">)</span> +</span><span id="pushdown_dnf-136"><a href="#pushdown_dnf-136"><span class="linenos">136</span></a> +</span><span id="pushdown_dnf-137"><a href="#pushdown_dnf-137"><span class="linenos">137</span></a> <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">node</span> <span class="ow">in</span> <span class="n">nodes</span><span class="o">.</span><span class="n">items</span><span class="p">():</span> +</span><span id="pushdown_dnf-138"><a href="#pushdown_dnf-138"><span class="linenos">138</span></a> <span class="k">if</span> <span class="n">name</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">conditions</span><span class="p">:</span> +</span><span id="pushdown_dnf-139"><a href="#pushdown_dnf-139"><span class="linenos">139</span></a> <span class="k">continue</span> +</span><span id="pushdown_dnf-140"><a href="#pushdown_dnf-140"><span class="linenos">140</span></a> +</span><span id="pushdown_dnf-141"><a href="#pushdown_dnf-141"><span class="linenos">141</span></a> <span class="n">predicate</span> <span class="o">=</span> <span class="n">conditions</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> +</span><span id="pushdown_dnf-142"><a href="#pushdown_dnf-142"><span class="linenos">142</span></a> +</span><span id="pushdown_dnf-143"><a href="#pushdown_dnf-143"><span class="linenos">143</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">):</span> +</span><span id="pushdown_dnf-144"><a href="#pushdown_dnf-144"><span class="linenos">144</span></a> <span class="n">node</span><span class="o">.</span><span class="n">on</span><span class="p">(</span><span class="n">predicate</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> +</span><span id="pushdown_dnf-145"><a href="#pushdown_dnf-145"><span class="linenos">145</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">):</span> +</span><span id="pushdown_dnf-146"><a href="#pushdown_dnf-146"><span class="linenos">146</span></a> <span class="n">node</span><span class="o">.</span><span class="n">where</span><span class="p">(</span><span class="n">replace_aliases</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">predicate</span><span class="p">),</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> </span></pre></div> @@ -515,44 +521,44 @@ Additionally, we can't remove predicates from their original form.</p> </div> <a class="headerlink" href="#nodes_for_predicate"></a> - <div class="pdoc-code codehilite"><pre><span></span><span id="nodes_for_predicate-146"><a href="#nodes_for_predicate-146"><span class="linenos">146</span></a><span class="k">def</span> <span class="nf">nodes_for_predicate</span><span class="p">(</span><span class="n">predicate</span><span class="p">,</span> <span class="n">sources</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">):</span> -</span><span id="nodes_for_predicate-147"><a href="#nodes_for_predicate-147"><span class="linenos">147</span></a> <span class="n">nodes</span> <span class="o">=</span> <span class="p">{}</span> -</span><span id="nodes_for_predicate-148"><a href="#nodes_for_predicate-148"><span class="linenos">148</span></a> <span class="n">tables</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">column_table_names</span><span class="p">(</span><span class="n">predicate</span><span class="p">)</span> -</span><span id="nodes_for_predicate-149"><a href="#nodes_for_predicate-149"><span class="linenos">149</span></a> <span class="n">where_condition</span> <span class="o">=</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">predicate</span><span class="o">.</span><span class="n">find_ancestor</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Where</span><span class="p">),</span> <span class="n">exp</span><span class="o">.</span><span class="n">Where</span><span class="p">)</span> -</span><span id="nodes_for_predicate-150"><a href="#nodes_for_predicate-150"><span class="linenos">150</span></a> -</span><span id="nodes_for_predicate-151"><a href="#nodes_for_predicate-151"><span class="linenos">151</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">tables</span><span class="p">):</span> -</span><span id="nodes_for_predicate-152"><a href="#nodes_for_predicate-152"><span class="linenos">152</span></a> <span class="n">node</span><span class="p">,</span> <span class="n">source</span> <span class="o">=</span> <span class="n">sources</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">table</span><span class="p">)</span> <span class="ow">or</span> <span class="p">(</span><span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span> + <div class="pdoc-code codehilite"><pre><span></span><span id="nodes_for_predicate-149"><a href="#nodes_for_predicate-149"><span class="linenos">149</span></a><span class="k">def</span> <span class="nf">nodes_for_predicate</span><span class="p">(</span><span class="n">predicate</span><span class="p">,</span> <span class="n">sources</span><span class="p">,</span> <span class="n">scope_ref_count</span><span class="p">):</span> +</span><span id="nodes_for_predicate-150"><a href="#nodes_for_predicate-150"><span class="linenos">150</span></a> <span class="n">nodes</span> <span class="o">=</span> <span class="p">{}</span> +</span><span id="nodes_for_predicate-151"><a href="#nodes_for_predicate-151"><span class="linenos">151</span></a> <span class="n">tables</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">column_table_names</span><span class="p">(</span><span class="n">predicate</span><span class="p">)</span> +</span><span id="nodes_for_predicate-152"><a href="#nodes_for_predicate-152"><span class="linenos">152</span></a> <span class="n">where_condition</span> <span class="o">=</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">predicate</span><span class="o">.</span><span class="n">find_ancestor</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Where</span><span class="p">),</span> <span class="n">exp</span><span class="o">.</span><span class="n">Where</span><span class="p">)</span> </span><span id="nodes_for_predicate-153"><a href="#nodes_for_predicate-153"><span class="linenos">153</span></a> -</span><span id="nodes_for_predicate-154"><a href="#nodes_for_predicate-154"><span class="linenos">154</span></a> <span class="c1"># if the predicate is in a where statement we can try to push it down</span> -</span><span id="nodes_for_predicate-155"><a href="#nodes_for_predicate-155"><span class="linenos">155</span></a> <span class="c1"># we want to find the root join or from statement</span> -</span><span id="nodes_for_predicate-156"><a href="#nodes_for_predicate-156"><span class="linenos">156</span></a> <span class="k">if</span> <span class="n">node</span> <span class="ow">and</span> <span class="n">where_condition</span><span class="p">:</span> -</span><span id="nodes_for_predicate-157"><a href="#nodes_for_predicate-157"><span class="linenos">157</span></a> <span class="n">node</span> <span class="o">=</span> <span class="n">node</span><span class="o">.</span><span class="n">find_ancestor</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">)</span> -</span><span id="nodes_for_predicate-158"><a href="#nodes_for_predicate-158"><span class="linenos">158</span></a> -</span><span id="nodes_for_predicate-159"><a href="#nodes_for_predicate-159"><span class="linenos">159</span></a> <span class="c1"># a node can reference a CTE which should be pushed down</span> -</span><span id="nodes_for_predicate-160"><a href="#nodes_for_predicate-160"><span class="linenos">160</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">)</span> <span class="ow">and</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span> -</span><span id="nodes_for_predicate-161"><a href="#nodes_for_predicate-161"><span class="linenos">161</span></a> <span class="n">with_</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">parent</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"with"</span><span class="p">)</span> -</span><span id="nodes_for_predicate-162"><a href="#nodes_for_predicate-162"><span class="linenos">162</span></a> <span class="k">if</span> <span class="n">with_</span> <span class="ow">and</span> <span class="n">with_</span><span class="o">.</span><span class="n">recursive</span><span class="p">:</span> -</span><span id="nodes_for_predicate-163"><a href="#nodes_for_predicate-163"><span class="linenos">163</span></a> <span class="k">return</span> <span class="p">{}</span> -</span><span id="nodes_for_predicate-164"><a href="#nodes_for_predicate-164"><span class="linenos">164</span></a> <span class="n">node</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">expression</span> -</span><span id="nodes_for_predicate-165"><a href="#nodes_for_predicate-165"><span class="linenos">165</span></a> -</span><span id="nodes_for_predicate-166"><a href="#nodes_for_predicate-166"><span class="linenos">166</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">):</span> -</span><span id="nodes_for_predicate-167"><a href="#nodes_for_predicate-167"><span class="linenos">167</span></a> <span class="k">if</span> <span class="n">node</span><span class="o">.</span><span class="n">side</span> <span class="ow">and</span> <span class="n">node</span><span class="o">.</span><span class="n">side</span> <span class="o">!=</span> <span class="s2">"RIGHT"</span><span class="p">:</span> -</span><span id="nodes_for_predicate-168"><a href="#nodes_for_predicate-168"><span class="linenos">168</span></a> <span class="k">return</span> <span class="p">{}</span> -</span><span id="nodes_for_predicate-169"><a href="#nodes_for_predicate-169"><span class="linenos">169</span></a> <span class="n">nodes</span><span class="p">[</span><span class="n">table</span><span class="p">]</span> <span class="o">=</span> <span class="n">node</span> -</span><span id="nodes_for_predicate-170"><a href="#nodes_for_predicate-170"><span class="linenos">170</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">)</span> <span class="ow">and</span> <span class="nb">len</span><span class="p">(</span><span class="n">tables</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span> -</span><span id="nodes_for_predicate-171"><a href="#nodes_for_predicate-171"><span class="linenos">171</span></a> <span class="c1"># We can't push down window expressions</span> -</span><span id="nodes_for_predicate-172"><a href="#nodes_for_predicate-172"><span class="linenos">172</span></a> <span class="n">has_window_expression</span> <span class="o">=</span> <span class="nb">any</span><span class="p">(</span> -</span><span id="nodes_for_predicate-173"><a href="#nodes_for_predicate-173"><span class="linenos">173</span></a> <span class="n">select</span> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">node</span><span class="o">.</span><span class="n">selects</span> <span class="k">if</span> <span class="n">select</span><span class="o">.</span><span class="n">find</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Window</span><span class="p">)</span> -</span><span id="nodes_for_predicate-174"><a href="#nodes_for_predicate-174"><span class="linenos">174</span></a> <span class="p">)</span> -</span><span id="nodes_for_predicate-175"><a href="#nodes_for_predicate-175"><span class="linenos">175</span></a> <span class="c1"># we can't push down predicates to select statements if they are referenced in</span> -</span><span id="nodes_for_predicate-176"><a href="#nodes_for_predicate-176"><span class="linenos">176</span></a> <span class="c1"># multiple places.</span> -</span><span id="nodes_for_predicate-177"><a href="#nodes_for_predicate-177"><span class="linenos">177</span></a> <span class="k">if</span> <span class="p">(</span> -</span><span id="nodes_for_predicate-178"><a href="#nodes_for_predicate-178"><span class="linenos">178</span></a> <span class="ow">not</span> <span class="n">node</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"group"</span><span class="p">)</span> -</span><span id="nodes_for_predicate-179"><a href="#nodes_for_predicate-179"><span class="linenos">179</span></a> <span class="ow">and</span> <span class="n">scope_ref_count</span><span class="p">[</span><span class="nb">id</span><span class="p">(</span><span class="n">source</span><span class="p">)]</span> <span class="o"><</span> <span class="mi">2</span> -</span><span id="nodes_for_predicate-180"><a href="#nodes_for_predicate-180"><span class="linenos">180</span></a> <span class="ow">and</span> <span class="ow">not</span> <span class="n">has_window_expression</span> -</span><span id="nodes_for_predicate-181"><a href="#nodes_for_predicate-181"><span class="linenos">181</span></a> <span class="p">):</span> -</span><span id="nodes_for_predicate-182"><a href="#nodes_for_predicate-182"><span class="linenos">182</span></a> <span class="n">nodes</span><span class="p">[</span><span class="n">table</span><span class="p">]</span> <span class="o">=</span> <span class="n">node</span> -</span><span id="nodes_for_predicate-183"><a href="#nodes_for_predicate-183"><span class="linenos">183</span></a> <span class="k">return</span> <span class="n">nodes</span> +</span><span id="nodes_for_predicate-154"><a href="#nodes_for_predicate-154"><span class="linenos">154</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">tables</span><span class="p">):</span> +</span><span id="nodes_for_predicate-155"><a href="#nodes_for_predicate-155"><span class="linenos">155</span></a> <span class="n">node</span><span class="p">,</span> <span class="n">source</span> <span class="o">=</span> <span class="n">sources</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">table</span><span class="p">)</span> <span class="ow">or</span> <span class="p">(</span><span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span> +</span><span id="nodes_for_predicate-156"><a href="#nodes_for_predicate-156"><span class="linenos">156</span></a> +</span><span id="nodes_for_predicate-157"><a href="#nodes_for_predicate-157"><span class="linenos">157</span></a> <span class="c1"># if the predicate is in a where statement we can try to push it down</span> +</span><span id="nodes_for_predicate-158"><a href="#nodes_for_predicate-158"><span class="linenos">158</span></a> <span class="c1"># we want to find the root join or from statement</span> +</span><span id="nodes_for_predicate-159"><a href="#nodes_for_predicate-159"><span class="linenos">159</span></a> <span class="k">if</span> <span class="n">node</span> <span class="ow">and</span> <span class="n">where_condition</span><span class="p">:</span> +</span><span id="nodes_for_predicate-160"><a href="#nodes_for_predicate-160"><span class="linenos">160</span></a> <span class="n">node</span> <span class="o">=</span> <span class="n">node</span><span class="o">.</span><span class="n">find_ancestor</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">)</span> +</span><span id="nodes_for_predicate-161"><a href="#nodes_for_predicate-161"><span class="linenos">161</span></a> +</span><span id="nodes_for_predicate-162"><a href="#nodes_for_predicate-162"><span class="linenos">162</span></a> <span class="c1"># a node can reference a CTE which should be pushed down</span> +</span><span id="nodes_for_predicate-163"><a href="#nodes_for_predicate-163"><span class="linenos">163</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">)</span> <span class="ow">and</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span> +</span><span id="nodes_for_predicate-164"><a href="#nodes_for_predicate-164"><span class="linenos">164</span></a> <span class="n">with_</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">parent</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"with"</span><span class="p">)</span> +</span><span id="nodes_for_predicate-165"><a href="#nodes_for_predicate-165"><span class="linenos">165</span></a> <span class="k">if</span> <span class="n">with_</span> <span class="ow">and</span> <span class="n">with_</span><span class="o">.</span><span class="n">recursive</span><span class="p">:</span> +</span><span id="nodes_for_predicate-166"><a href="#nodes_for_predicate-166"><span class="linenos">166</span></a> <span class="k">return</span> <span class="p">{}</span> +</span><span id="nodes_for_predicate-167"><a href="#nodes_for_predicate-167"><span class="linenos">167</span></a> <span class="n">node</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">expression</span> +</span><span id="nodes_for_predicate-168"><a href="#nodes_for_predicate-168"><span class="linenos">168</span></a> +</span><span id="nodes_for_predicate-169"><a href="#nodes_for_predicate-169"><span class="linenos">169</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">):</span> +</span><span id="nodes_for_predicate-170"><a href="#nodes_for_predicate-170"><span class="linenos">170</span></a> <span class="k">if</span> <span class="n">node</span><span class="o">.</span><span class="n">side</span> <span class="ow">and</span> <span class="n">node</span><span class="o">.</span><span class="n">side</span> <span class="o">!=</span> <span class="s2">"RIGHT"</span><span class="p">:</span> +</span><span id="nodes_for_predicate-171"><a href="#nodes_for_predicate-171"><span class="linenos">171</span></a> <span class="k">return</span> <span class="p">{}</span> +</span><span id="nodes_for_predicate-172"><a href="#nodes_for_predicate-172"><span class="linenos">172</span></a> <span class="n">nodes</span><span class="p">[</span><span class="n">table</span><span class="p">]</span> <span class="o">=</span> <span class="n">node</span> +</span><span id="nodes_for_predicate-173"><a href="#nodes_for_predicate-173"><span class="linenos">173</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">)</span> <span class="ow">and</span> <span class="nb">len</span><span class="p">(</span><span class="n">tables</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span> +</span><span id="nodes_for_predicate-174"><a href="#nodes_for_predicate-174"><span class="linenos">174</span></a> <span class="c1"># We can't push down window expressions</span> +</span><span id="nodes_for_predicate-175"><a href="#nodes_for_predicate-175"><span class="linenos">175</span></a> <span class="n">has_window_expression</span> <span class="o">=</span> <span class="nb">any</span><span class="p">(</span> +</span><span id="nodes_for_predicate-176"><a href="#nodes_for_predicate-176"><span class="linenos">176</span></a> <span class="n">select</span> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">node</span><span class="o">.</span><span class="n">selects</span> <span class="k">if</span> <span class="n">select</span><span class="o">.</span><span class="n">find</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Window</span><span class="p">)</span> +</span><span id="nodes_for_predicate-177"><a href="#nodes_for_predicate-177"><span class="linenos">177</span></a> <span class="p">)</span> +</span><span id="nodes_for_predicate-178"><a href="#nodes_for_predicate-178"><span class="linenos">178</span></a> <span class="c1"># we can't push down predicates to select statements if they are referenced in</span> +</span><span id="nodes_for_predicate-179"><a href="#nodes_for_predicate-179"><span class="linenos">179</span></a> <span class="c1"># multiple places.</span> +</span><span id="nodes_for_predicate-180"><a href="#nodes_for_predicate-180"><span class="linenos">180</span></a> <span class="k">if</span> <span class="p">(</span> +</span><span id="nodes_for_predicate-181"><a href="#nodes_for_predicate-181"><span class="linenos">181</span></a> <span class="ow">not</span> <span class="n">node</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"group"</span><span class="p">)</span> +</span><span id="nodes_for_predicate-182"><a href="#nodes_for_predicate-182"><span class="linenos">182</span></a> <span class="ow">and</span> <span class="n">scope_ref_count</span><span class="p">[</span><span class="nb">id</span><span class="p">(</span><span class="n">source</span><span class="p">)]</span> <span class="o"><</span> <span class="mi">2</span> +</span><span id="nodes_for_predicate-183"><a href="#nodes_for_predicate-183"><span class="linenos">183</span></a> <span class="ow">and</span> <span class="ow">not</span> <span class="n">has_window_expression</span> +</span><span id="nodes_for_predicate-184"><a href="#nodes_for_predicate-184"><span class="linenos">184</span></a> <span class="p">):</span> +</span><span id="nodes_for_predicate-185"><a href="#nodes_for_predicate-185"><span class="linenos">185</span></a> <span class="n">nodes</span><span class="p">[</span><span class="n">table</span><span class="p">]</span> <span class="o">=</span> <span class="n">node</span> +</span><span id="nodes_for_predicate-186"><a href="#nodes_for_predicate-186"><span class="linenos">186</span></a> <span class="k">return</span> <span class="n">nodes</span> </span></pre></div> @@ -570,21 +576,21 @@ Additionally, we can't remove predicates from their original form.</p> </div> <a class="headerlink" href="#replace_aliases"></a> - <div class="pdoc-code codehilite"><pre><span></span><span id="replace_aliases-186"><a href="#replace_aliases-186"><span class="linenos">186</span></a><span class="k">def</span> <span class="nf">replace_aliases</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">predicate</span><span class="p">):</span> -</span><span id="replace_aliases-187"><a href="#replace_aliases-187"><span class="linenos">187</span></a> <span class="n">aliases</span> <span class="o">=</span> <span class="p">{}</span> -</span><span id="replace_aliases-188"><a href="#replace_aliases-188"><span class="linenos">188</span></a> -</span><span id="replace_aliases-189"><a href="#replace_aliases-189"><span class="linenos">189</span></a> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">source</span><span class="o">.</span><span class="n">selects</span><span class="p">:</span> -</span><span id="replace_aliases-190"><a href="#replace_aliases-190"><span class="linenos">190</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">select</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Alias</span><span class="p">):</span> -</span><span id="replace_aliases-191"><a href="#replace_aliases-191"><span class="linenos">191</span></a> <span class="n">aliases</span><span class="p">[</span><span class="n">select</span><span class="o">.</span><span class="n">alias</span><span class="p">]</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">this</span> -</span><span id="replace_aliases-192"><a href="#replace_aliases-192"><span class="linenos">192</span></a> <span class="k">else</span><span class="p">:</span> -</span><span id="replace_aliases-193"><a href="#replace_aliases-193"><span class="linenos">193</span></a> <span class="n">aliases</span><span class="p">[</span><span class="n">select</span><span class="o">.</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">select</span> -</span><span id="replace_aliases-194"><a href="#replace_aliases-194"><span class="linenos">194</span></a> -</span><span id="replace_aliases-195"><a href="#replace_aliases-195"><span class="linenos">195</span></a> <span class="k">def</span> <span class="nf">_replace_alias</span><span class="p">(</span><span class="n">column</span><span class="p">):</span> -</span><span id="replace_aliases-196"><a href="#replace_aliases-196"><span class="linenos">196</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">column</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Column</span><span class="p">)</span> <span class="ow">and</span> <span class="n">column</span><span class="o">.</span><span class="n">name</span> <span class="ow">in</span> <span class="n">aliases</span><span class="p">:</span> -</span><span id="replace_aliases-197"><a href="#replace_aliases-197"><span class="linenos">197</span></a> <span class="k">return</span> <span class="n">aliases</span><span class="p">[</span><span class="n">column</span><span class="o">.</span><span class="n">name</span><span class="p">]</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span> -</span><span id="replace_aliases-198"><a href="#replace_aliases-198"><span class="linenos">198</span></a> <span class="k">return</span> <span class="n">column</span> -</span><span id="replace_aliases-199"><a href="#replace_aliases-199"><span class="linenos">199</span></a> -</span><span id="replace_aliases-200"><a href="#replace_aliases-200"><span class="linenos">200</span></a> <span class="k">return</span> <span class="n">predicate</span><span class="o">.</span><span class="n">transform</span><span class="p">(</span><span class="n">_replace_alias</span><span class="p">)</span> + <div class="pdoc-code codehilite"><pre><span></span><span id="replace_aliases-189"><a href="#replace_aliases-189"><span class="linenos">189</span></a><span class="k">def</span> <span class="nf">replace_aliases</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">predicate</span><span class="p">):</span> +</span><span id="replace_aliases-190"><a href="#replace_aliases-190"><span class="linenos">190</span></a> <span class="n">aliases</span> <span class="o">=</span> <span class="p">{}</span> +</span><span id="replace_aliases-191"><a href="#replace_aliases-191"><span class="linenos">191</span></a> +</span><span id="replace_aliases-192"><a href="#replace_aliases-192"><span class="linenos">192</span></a> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">source</span><span class="o">.</span><span class="n">selects</span><span class="p">:</span> +</span><span id="replace_aliases-193"><a href="#replace_aliases-193"><span class="linenos">193</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">select</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Alias</span><span class="p">):</span> +</span><span id="replace_aliases-194"><a href="#replace_aliases-194"><span class="linenos">194</span></a> <span class="n">aliases</span><span class="p">[</span><span class="n">select</span><span class="o">.</span><span class="n">alias</span><span class="p">]</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">this</span> +</span><span id="replace_aliases-195"><a href="#replace_aliases-195"><span class="linenos">195</span></a> <span class="k">else</span><span class="p">:</span> +</span><span id="replace_aliases-196"><a href="#replace_aliases-196"><span class="linenos">196</span></a> <span class="n">aliases</span><span class="p">[</span><span class="n">select</span><span class="o">.</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">select</span> +</span><span id="replace_aliases-197"><a href="#replace_aliases-197"><span class="linenos">197</span></a> +</span><span id="replace_aliases-198"><a href="#replace_aliases-198"><span class="linenos">198</span></a> <span class="k">def</span> <span class="nf">_replace_alias</span><span class="p">(</span><span class="n">column</span><span class="p">):</span> +</span><span id="replace_aliases-199"><a href="#replace_aliases-199"><span class="linenos">199</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">column</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Column</span><span class="p">)</span> <span class="ow">and</span> <span class="n">column</span><span class="o">.</span><span class="n">name</span> <span class="ow">in</span> <span class="n">aliases</span><span class="p">:</span> +</span><span id="replace_aliases-200"><a href="#replace_aliases-200"><span class="linenos">200</span></a> <span class="k">return</span> <span class="n">aliases</span><span class="p">[</span><span class="n">column</span><span class="o">.</span><span class="n">name</span><span class="p">]</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span> +</span><span id="replace_aliases-201"><a href="#replace_aliases-201"><span class="linenos">201</span></a> <span class="k">return</span> <span class="n">column</span> +</span><span id="replace_aliases-202"><a href="#replace_aliases-202"><span class="linenos">202</span></a> +</span><span id="replace_aliases-203"><a href="#replace_aliases-203"><span class="linenos">203</span></a> <span class="k">return</span> <span class="n">predicate</span><span class="o">.</span><span class="n">transform</span><span class="p">(</span><span class="n">_replace_alias</span><span class="p">)</span> </span></pre></div> diff --git a/docs/sqlglot/optimizer/pushdown_projections.html b/docs/sqlglot/optimizer/pushdown_projections.html index c5a976a..41bace3 100644 --- a/docs/sqlglot/optimizer/pushdown_projections.html +++ b/docs/sqlglot/optimizer/pushdown_projections.html @@ -112,12 +112,12 @@ </span><span id="L-48"><a href="#L-48"><span class="linenos"> 48</span></a> <span class="n">left</span><span class="p">,</span> <span class="n">right</span> <span class="o">=</span> <span class="n">scope</span><span class="o">.</span><span class="n">union_scopes</span> </span><span id="L-49"><a href="#L-49"><span class="linenos"> 49</span></a> <span class="n">referenced_columns</span><span class="p">[</span><span class="n">left</span><span class="p">]</span> <span class="o">=</span> <span class="n">parent_selections</span> </span><span id="L-50"><a href="#L-50"><span class="linenos"> 50</span></a> -</span><span id="L-51"><a href="#L-51"><span class="linenos"> 51</span></a> <span class="k">if</span> <span class="nb">any</span><span class="p">(</span><span class="n">select</span><span class="o">.</span><span class="n">is_star</span> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">right</span><span class="o">.</span><span class="n">selects</span><span class="p">):</span> +</span><span id="L-51"><a href="#L-51"><span class="linenos"> 51</span></a> <span class="k">if</span> <span class="nb">any</span><span class="p">(</span><span class="n">select</span><span class="o">.</span><span class="n">is_star</span> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">right</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">selects</span><span class="p">):</span> </span><span id="L-52"><a href="#L-52"><span class="linenos"> 52</span></a> <span class="n">referenced_columns</span><span class="p">[</span><span class="n">right</span><span class="p">]</span> <span class="o">=</span> <span class="n">parent_selections</span> -</span><span id="L-53"><a href="#L-53"><span class="linenos"> 53</span></a> <span class="k">elif</span> <span class="ow">not</span> <span class="nb">any</span><span class="p">(</span><span class="n">select</span><span class="o">.</span><span class="n">is_star</span> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">left</span><span class="o">.</span><span class="n">selects</span><span class="p">):</span> +</span><span id="L-53"><a href="#L-53"><span class="linenos"> 53</span></a> <span class="k">elif</span> <span class="ow">not</span> <span class="nb">any</span><span class="p">(</span><span class="n">select</span><span class="o">.</span><span class="n">is_star</span> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">left</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">selects</span><span class="p">):</span> </span><span id="L-54"><a href="#L-54"><span class="linenos"> 54</span></a> <span class="n">referenced_columns</span><span class="p">[</span><span class="n">right</span><span class="p">]</span> <span class="o">=</span> <span class="p">[</span> -</span><span id="L-55"><a href="#L-55"><span class="linenos"> 55</span></a> <span class="n">right</span><span class="o">.</span><span class="n">selects</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">alias_or_name</span> -</span><span id="L-56"><a href="#L-56"><span class="linenos"> 56</span></a> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">select</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">left</span><span class="o">.</span><span class="n">selects</span><span class="p">)</span> +</span><span id="L-55"><a href="#L-55"><span class="linenos"> 55</span></a> <span class="n">right</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">selects</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">alias_or_name</span> +</span><span id="L-56"><a href="#L-56"><span class="linenos"> 56</span></a> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">select</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">left</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">selects</span><span class="p">)</span> </span><span id="L-57"><a href="#L-57"><span class="linenos"> 57</span></a> <span class="k">if</span> <span class="n">SELECT_ALL</span> <span class="ow">in</span> <span class="n">parent_selections</span> <span class="ow">or</span> <span class="n">select</span><span class="o">.</span><span class="n">alias_or_name</span> <span class="ow">in</span> <span class="n">parent_selections</span> </span><span id="L-58"><a href="#L-58"><span class="linenos"> 58</span></a> <span class="p">]</span> </span><span id="L-59"><a href="#L-59"><span class="linenos"> 59</span></a> @@ -154,7 +154,7 @@ </span><span id="L-90"><a href="#L-90"><span class="linenos"> 90</span></a> <span class="n">removed</span> <span class="o">=</span> <span class="kc">False</span> </span><span id="L-91"><a href="#L-91"><span class="linenos"> 91</span></a> <span class="n">star</span> <span class="o">=</span> <span class="kc">False</span> </span><span id="L-92"><a href="#L-92"><span class="linenos"> 92</span></a> -</span><span id="L-93"><a href="#L-93"><span class="linenos"> 93</span></a> <span class="k">for</span> <span class="n">selection</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">selects</span><span class="p">:</span> +</span><span id="L-93"><a href="#L-93"><span class="linenos"> 93</span></a> <span class="k">for</span> <span class="n">selection</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">selects</span><span class="p">:</span> </span><span id="L-94"><a href="#L-94"><span class="linenos"> 94</span></a> <span class="n">name</span> <span class="o">=</span> <span class="n">selection</span><span class="o">.</span><span class="n">alias_or_name</span> </span><span id="L-95"><a href="#L-95"><span class="linenos"> 95</span></a> </span><span id="L-96"><a href="#L-96"><span class="linenos"> 96</span></a> <span class="k">if</span> <span class="n">SELECT_ALL</span> <span class="ow">in</span> <span class="n">parent_selections</span> <span class="ow">or</span> <span class="n">name</span> <span class="ow">in</span> <span class="n">parent_selections</span> <span class="ow">or</span> <span class="n">name</span> <span class="ow">in</span> <span class="n">order_refs</span><span class="p">:</span> @@ -263,12 +263,12 @@ </span><span id="pushdown_projections-49"><a href="#pushdown_projections-49"><span class="linenos">49</span></a> <span class="n">left</span><span class="p">,</span> <span class="n">right</span> <span class="o">=</span> <span class="n">scope</span><span class="o">.</span><span class="n">union_scopes</span> </span><span id="pushdown_projections-50"><a href="#pushdown_projections-50"><span class="linenos">50</span></a> <span class="n">referenced_columns</span><span class="p">[</span><span class="n">left</span><span class="p">]</span> <span class="o">=</span> <span class="n">parent_selections</span> </span><span id="pushdown_projections-51"><a href="#pushdown_projections-51"><span class="linenos">51</span></a> -</span><span id="pushdown_projections-52"><a href="#pushdown_projections-52"><span class="linenos">52</span></a> <span class="k">if</span> <span class="nb">any</span><span class="p">(</span><span class="n">select</span><span class="o">.</span><span class="n">is_star</span> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">right</span><span class="o">.</span><span class="n">selects</span><span class="p">):</span> +</span><span id="pushdown_projections-52"><a href="#pushdown_projections-52"><span class="linenos">52</span></a> <span class="k">if</span> <span class="nb">any</span><span class="p">(</span><span class="n">select</span><span class="o">.</span><span class="n">is_star</span> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">right</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">selects</span><span class="p">):</span> </span><span id="pushdown_projections-53"><a href="#pushdown_projections-53"><span class="linenos">53</span></a> <span class="n">referenced_columns</span><span class="p">[</span><span class="n">right</span><span class="p">]</span> <span class="o">=</span> <span class="n">parent_selections</span> -</span><span id="pushdown_projections-54"><a href="#pushdown_projections-54"><span class="linenos">54</span></a> <span class="k">elif</span> <span class="ow">not</span> <span class="nb">any</span><span class="p">(</span><span class="n">select</span><span class="o">.</span><span class="n">is_star</span> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">left</span><span class="o">.</span><span class="n">selects</span><span class="p">):</span> +</span><span id="pushdown_projections-54"><a href="#pushdown_projections-54"><span class="linenos">54</span></a> <span class="k">elif</span> <span class="ow">not</span> <span class="nb">any</span><span class="p">(</span><span class="n">select</span><span class="o">.</span><span class="n">is_star</span> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">left</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">selects</span><span class="p">):</span> </span><span id="pushdown_projections-55"><a href="#pushdown_projections-55"><span class="linenos">55</span></a> <span class="n">referenced_columns</span><span class="p">[</span><span class="n">right</span><span class="p">]</span> <span class="o">=</span> <span class="p">[</span> -</span><span id="pushdown_projections-56"><a href="#pushdown_projections-56"><span class="linenos">56</span></a> <span class="n">right</span><span class="o">.</span><span class="n">selects</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">alias_or_name</span> -</span><span id="pushdown_projections-57"><a href="#pushdown_projections-57"><span class="linenos">57</span></a> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">select</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">left</span><span class="o">.</span><span class="n">selects</span><span class="p">)</span> +</span><span id="pushdown_projections-56"><a href="#pushdown_projections-56"><span class="linenos">56</span></a> <span class="n">right</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">selects</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">alias_or_name</span> +</span><span id="pushdown_projections-57"><a href="#pushdown_projections-57"><span class="linenos">57</span></a> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">select</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">left</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">selects</span><span class="p">)</span> </span><span id="pushdown_projections-58"><a href="#pushdown_projections-58"><span class="linenos">58</span></a> <span class="k">if</span> <span class="n">SELECT_ALL</span> <span class="ow">in</span> <span class="n">parent_selections</span> <span class="ow">or</span> <span class="n">select</span><span class="o">.</span><span class="n">alias_or_name</span> <span class="ow">in</span> <span class="n">parent_selections</span> </span><span id="pushdown_projections-59"><a href="#pushdown_projections-59"><span class="linenos">59</span></a> <span class="p">]</span> </span><span id="pushdown_projections-60"><a href="#pushdown_projections-60"><span class="linenos">60</span></a> diff --git a/docs/sqlglot/optimizer/qualify_columns.html b/docs/sqlglot/optimizer/qualify_columns.html index 2fc7401..103e1e0 100644 --- a/docs/sqlglot/optimizer/qualify_columns.html +++ b/docs/sqlglot/optimizer/qualify_columns.html @@ -280,13 +280,13 @@ </span><span id="L-192"><a href="#L-192"><span class="linenos">192</span></a> <span class="k">if</span> <span class="n">table</span> <span class="ow">and</span> <span class="p">(</span><span class="ow">not</span> <span class="n">alias_expr</span> <span class="ow">or</span> <span class="n">double_agg</span><span class="p">):</span> </span><span id="L-193"><a href="#L-193"><span class="linenos">193</span></a> <span class="n">column</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"table"</span><span class="p">,</span> <span class="n">table</span><span class="p">)</span> </span><span id="L-194"><a href="#L-194"><span class="linenos">194</span></a> <span class="k">elif</span> <span class="ow">not</span> <span class="n">column</span><span class="o">.</span><span class="n">table</span> <span class="ow">and</span> <span class="n">alias_expr</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">double_agg</span><span class="p">:</span> -</span><span id="L-195"><a href="#L-195"><span class="linenos">195</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">alias_expr</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Literal</span><span class="p">):</span> +</span><span id="L-195"><a href="#L-195"><span class="linenos">195</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">alias_expr</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Literal</span><span class="p">)</span> <span class="ow">and</span> <span class="p">(</span><span class="n">literal_index</span> <span class="ow">or</span> <span class="n">resolve_table</span><span class="p">):</span> </span><span id="L-196"><a href="#L-196"><span class="linenos">196</span></a> <span class="k">if</span> <span class="n">literal_index</span><span class="p">:</span> </span><span id="L-197"><a href="#L-197"><span class="linenos">197</span></a> <span class="n">column</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Literal</span><span class="o">.</span><span class="n">number</span><span class="p">(</span><span class="n">i</span><span class="p">))</span> </span><span id="L-198"><a href="#L-198"><span class="linenos">198</span></a> <span class="k">else</span><span class="p">:</span> </span><span id="L-199"><a href="#L-199"><span class="linenos">199</span></a> <span class="n">column</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">alias_expr</span><span class="o">.</span><span class="n">copy</span><span class="p">())</span> </span><span id="L-200"><a href="#L-200"><span class="linenos">200</span></a> -</span><span id="L-201"><a href="#L-201"><span class="linenos">201</span></a> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">projection</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">selects</span><span class="p">):</span> +</span><span id="L-201"><a href="#L-201"><span class="linenos">201</span></a> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">projection</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">selects</span><span class="p">):</span> </span><span id="L-202"><a href="#L-202"><span class="linenos">202</span></a> <span class="n">replace_columns</span><span class="p">(</span><span class="n">projection</span><span class="p">)</span> </span><span id="L-203"><a href="#L-203"><span class="linenos">203</span></a> </span><span id="L-204"><a href="#L-204"><span class="linenos">204</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">projection</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Alias</span><span class="p">):</span> @@ -327,7 +327,7 @@ </span><span id="L-239"><a href="#L-239"><span class="linenos">239</span></a> <span class="n">ordered</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"this"</span><span class="p">,</span> <span class="n">new_expression</span><span class="p">)</span> </span><span id="L-240"><a href="#L-240"><span class="linenos">240</span></a> </span><span id="L-241"><a href="#L-241"><span class="linenos">241</span></a> <span class="k">if</span> <span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"group"</span><span class="p">):</span> -</span><span id="L-242"><a href="#L-242"><span class="linenos">242</span></a> <span class="n">selects</span> <span class="o">=</span> <span class="p">{</span><span class="n">s</span><span class="o">.</span><span class="n">this</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">column</span><span class="p">(</span><span class="n">s</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">)</span> <span class="k">for</span> <span class="n">s</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">selects</span><span class="p">}</span> +</span><span id="L-242"><a href="#L-242"><span class="linenos">242</span></a> <span class="n">selects</span> <span class="o">=</span> <span class="p">{</span><span class="n">s</span><span class="o">.</span><span class="n">this</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">column</span><span class="p">(</span><span class="n">s</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">)</span> <span class="k">for</span> <span class="n">s</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">selects</span><span class="p">}</span> </span><span id="L-243"><a href="#L-243"><span class="linenos">243</span></a> </span><span id="L-244"><a href="#L-244"><span class="linenos">244</span></a> <span class="k">for</span> <span class="n">ordered</span> <span class="ow">in</span> <span class="n">ordereds</span><span class="p">:</span> </span><span id="L-245"><a href="#L-245"><span class="linenos">245</span></a> <span class="n">ordered</span> <span class="o">=</span> <span class="n">ordered</span><span class="o">.</span><span class="n">this</span> @@ -358,7 +358,7 @@ </span><span id="L-270"><a href="#L-270"><span class="linenos">270</span></a> </span><span id="L-271"><a href="#L-271"><span class="linenos">271</span></a><span class="k">def</span> <span class="nf">_select_by_pos</span><span class="p">(</span><span class="n">scope</span><span class="p">:</span> <span class="n">Scope</span><span class="p">,</span> <span class="n">node</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Literal</span><span class="p">)</span> <span class="o">-></span> <span class="n">exp</span><span class="o">.</span><span class="n">Alias</span><span class="p">:</span> </span><span id="L-272"><a href="#L-272"><span class="linenos">272</span></a> <span class="k">try</span><span class="p">:</span> -</span><span id="L-273"><a href="#L-273"><span class="linenos">273</span></a> <span class="k">return</span> <span class="n">scope</span><span class="o">.</span><span class="n">selects</span><span class="p">[</span><span class="nb">int</span><span class="p">(</span><span class="n">node</span><span class="o">.</span><span class="n">this</span><span class="p">)</span> <span class="o">-</span> <span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">assert_is</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Alias</span><span class="p">)</span> +</span><span id="L-273"><a href="#L-273"><span class="linenos">273</span></a> <span class="k">return</span> <span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">selects</span><span class="p">[</span><span class="nb">int</span><span class="p">(</span><span class="n">node</span><span class="o">.</span><span class="n">this</span><span class="p">)</span> <span class="o">-</span> <span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">assert_is</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Alias</span><span class="p">)</span> </span><span id="L-274"><a href="#L-274"><span class="linenos">274</span></a> <span class="k">except</span> <span class="ne">IndexError</span><span class="p">:</span> </span><span id="L-275"><a href="#L-275"><span class="linenos">275</span></a> <span class="k">raise</span> <span class="n">OptimizeError</span><span class="p">(</span><span class="sa">f</span><span class="s2">"Unknown output column: </span><span class="si">{</span><span class="n">node</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span> </span><span id="L-276"><a href="#L-276"><span class="linenos">276</span></a> @@ -435,7 +435,7 @@ </span><span id="L-347"><a href="#L-347"><span class="linenos">347</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">pivot_output_columns</span><span class="p">:</span> </span><span id="L-348"><a href="#L-348"><span class="linenos">348</span></a> <span class="n">pivot_output_columns</span> <span class="o">=</span> <span class="p">[</span><span class="n">col</span><span class="o">.</span><span class="n">alias_or_name</span> <span class="k">for</span> <span class="n">col</span> <span class="ow">in</span> <span class="n">pivot</span><span class="o">.</span><span class="n">expressions</span><span class="p">]</span> </span><span id="L-349"><a href="#L-349"><span class="linenos">349</span></a> -</span><span id="L-350"><a href="#L-350"><span class="linenos">350</span></a> <span class="k">for</span> <span class="n">expression</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">selects</span><span class="p">:</span> +</span><span id="L-350"><a href="#L-350"><span class="linenos">350</span></a> <span class="k">for</span> <span class="n">expression</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">selects</span><span class="p">:</span> </span><span id="L-351"><a href="#L-351"><span class="linenos">351</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Star</span><span class="p">):</span> </span><span id="L-352"><a href="#L-352"><span class="linenos">352</span></a> <span class="n">tables</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">selected_sources</span><span class="p">)</span> </span><span id="L-353"><a href="#L-353"><span class="linenos">353</span></a> <span class="n">_add_except_columns</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">tables</span><span class="p">,</span> <span class="n">except_columns</span><span class="p">)</span> @@ -534,7 +534,7 @@ </span><span id="L-446"><a href="#L-446"><span class="linenos">446</span></a> <span class="n">new_selections</span> <span class="o">=</span> <span class="p">[]</span> </span><span id="L-447"><a href="#L-447"><span class="linenos">447</span></a> </span><span id="L-448"><a href="#L-448"><span class="linenos">448</span></a> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="p">(</span><span class="n">selection</span><span class="p">,</span> <span class="n">aliased_column</span><span class="p">)</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span> -</span><span id="L-449"><a href="#L-449"><span class="linenos">449</span></a> <span class="n">itertools</span><span class="o">.</span><span class="n">zip_longest</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">selects</span><span class="p">,</span> <span class="n">scope</span><span class="o">.</span><span class="n">outer_column_list</span><span class="p">)</span> +</span><span id="L-449"><a href="#L-449"><span class="linenos">449</span></a> <span class="n">itertools</span><span class="o">.</span><span class="n">zip_longest</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">selects</span><span class="p">,</span> <span class="n">scope</span><span class="o">.</span><span class="n">outer_column_list</span><span class="p">)</span> </span><span id="L-450"><a href="#L-450"><span class="linenos">450</span></a> <span class="p">):</span> </span><span id="L-451"><a href="#L-451"><span class="linenos">451</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">selection</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subquery</span><span class="p">):</span> </span><span id="L-452"><a href="#L-452"><span class="linenos">452</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">selection</span><span class="o">.</span><span class="n">output_name</span><span class="p">:</span> diff --git a/docs/sqlglot/optimizer/qualify_tables.html b/docs/sqlglot/optimizer/qualify_tables.html index 29506d7..6180c92 100644 --- a/docs/sqlglot/optimizer/qualify_tables.html +++ b/docs/sqlglot/optimizer/qualify_tables.html @@ -56,111 +56,104 @@ <label class="view-source-button" for="mod-qualify_tables-view-source"><span>View Source</span></label> - <div class="pdoc-code codehilite"><pre><span></span><span id="L-1"><a href="#L-1"><span class="linenos"> 1</span></a><span class="kn">import</span> <span class="nn">itertools</span> -</span><span id="L-2"><a href="#L-2"><span class="linenos"> 2</span></a><span class="kn">import</span> <span class="nn">typing</span> <span class="k">as</span> <span class="nn">t</span> -</span><span id="L-3"><a href="#L-3"><span class="linenos"> 3</span></a> -</span><span id="L-4"><a href="#L-4"><span class="linenos"> 4</span></a><span class="kn">from</span> <span class="nn">sqlglot</span> <span class="kn">import</span> <span class="n">alias</span><span class="p">,</span> <span class="n">exp</span> -</span><span id="L-5"><a href="#L-5"><span class="linenos"> 5</span></a><span class="kn">from</span> <span class="nn">sqlglot._typing</span> <span class="kn">import</span> <span class="n">E</span> -</span><span id="L-6"><a href="#L-6"><span class="linenos"> 6</span></a><span class="kn">from</span> <span class="nn">sqlglot.helper</span> <span class="kn">import</span> <span class="n">csv_reader</span><span class="p">,</span> <span class="n">name_sequence</span> -</span><span id="L-7"><a href="#L-7"><span class="linenos"> 7</span></a><span class="kn">from</span> <span class="nn">sqlglot.optimizer.scope</span> <span class="kn">import</span> <span class="n">Scope</span><span class="p">,</span> <span class="n">traverse_scope</span> -</span><span id="L-8"><a href="#L-8"><span class="linenos"> 8</span></a><span class="kn">from</span> <span class="nn">sqlglot.schema</span> <span class="kn">import</span> <span class="n">Schema</span> -</span><span id="L-9"><a href="#L-9"><span class="linenos"> 9</span></a> -</span><span id="L-10"><a href="#L-10"><span class="linenos"> 10</span></a> -</span><span id="L-11"><a href="#L-11"><span class="linenos"> 11</span></a><span class="k">def</span> <span class="nf">qualify_tables</span><span class="p">(</span> -</span><span id="L-12"><a href="#L-12"><span class="linenos"> 12</span></a> <span class="n">expression</span><span class="p">:</span> <span class="n">E</span><span class="p">,</span> -</span><span id="L-13"><a href="#L-13"><span class="linenos"> 13</span></a> <span class="n">db</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> -</span><span id="L-14"><a href="#L-14"><span class="linenos"> 14</span></a> <span class="n">catalog</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> -</span><span id="L-15"><a href="#L-15"><span class="linenos"> 15</span></a> <span class="n">schema</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">Schema</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> -</span><span id="L-16"><a href="#L-16"><span class="linenos"> 16</span></a><span class="p">)</span> <span class="o">-></span> <span class="n">E</span><span class="p">:</span> -</span><span id="L-17"><a href="#L-17"><span class="linenos"> 17</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-18"><a href="#L-18"><span class="linenos"> 18</span></a><span class="sd"> Rewrite sqlglot AST to have fully qualified tables. Additionally, this</span> -</span><span id="L-19"><a href="#L-19"><span class="linenos"> 19</span></a><span class="sd"> replaces "join constructs" (*) by equivalent SELECT * subqueries.</span> -</span><span id="L-20"><a href="#L-20"><span class="linenos"> 20</span></a> -</span><span id="L-21"><a href="#L-21"><span class="linenos"> 21</span></a><span class="sd"> Examples:</span> -</span><span id="L-22"><a href="#L-22"><span class="linenos"> 22</span></a><span class="sd"> >>> import sqlglot</span> -</span><span id="L-23"><a href="#L-23"><span class="linenos"> 23</span></a><span class="sd"> >>> expression = sqlglot.parse_one("SELECT 1 FROM tbl")</span> -</span><span id="L-24"><a href="#L-24"><span class="linenos"> 24</span></a><span class="sd"> >>> qualify_tables(expression, db="db").sql()</span> -</span><span id="L-25"><a href="#L-25"><span class="linenos"> 25</span></a><span class="sd"> 'SELECT 1 FROM db.tbl AS tbl'</span> -</span><span id="L-26"><a href="#L-26"><span class="linenos"> 26</span></a><span class="sd"> >>></span> -</span><span id="L-27"><a href="#L-27"><span class="linenos"> 27</span></a><span class="sd"> >>> expression = sqlglot.parse_one("SELECT * FROM (tbl1 JOIN tbl2 ON id1 = id2)")</span> -</span><span id="L-28"><a href="#L-28"><span class="linenos"> 28</span></a><span class="sd"> >>> qualify_tables(expression).sql()</span> -</span><span id="L-29"><a href="#L-29"><span class="linenos"> 29</span></a><span class="sd"> 'SELECT * FROM (SELECT * FROM tbl1 AS tbl1 JOIN tbl2 AS tbl2 ON id1 = id2) AS _q_0'</span> -</span><span id="L-30"><a href="#L-30"><span class="linenos"> 30</span></a> -</span><span id="L-31"><a href="#L-31"><span class="linenos"> 31</span></a><span class="sd"> Args:</span> -</span><span id="L-32"><a href="#L-32"><span class="linenos"> 32</span></a><span class="sd"> expression: Expression to qualify</span> -</span><span id="L-33"><a href="#L-33"><span class="linenos"> 33</span></a><span class="sd"> db: Database name</span> -</span><span id="L-34"><a href="#L-34"><span class="linenos"> 34</span></a><span class="sd"> catalog: Catalog name</span> -</span><span id="L-35"><a href="#L-35"><span class="linenos"> 35</span></a><span class="sd"> schema: A schema to populate</span> -</span><span id="L-36"><a href="#L-36"><span class="linenos"> 36</span></a> -</span><span id="L-37"><a href="#L-37"><span class="linenos"> 37</span></a><span class="sd"> Returns:</span> -</span><span id="L-38"><a href="#L-38"><span class="linenos"> 38</span></a><span class="sd"> The qualified expression.</span> -</span><span id="L-39"><a href="#L-39"><span class="linenos"> 39</span></a> -</span><span id="L-40"><a href="#L-40"><span class="linenos"> 40</span></a><span class="sd"> (*) See section 7.2.1.2 in https://www.postgresql.org/docs/current/queries-table-expressions.html</span> -</span><span id="L-41"><a href="#L-41"><span class="linenos"> 41</span></a><span class="sd"> """</span> -</span><span id="L-42"><a href="#L-42"><span class="linenos"> 42</span></a> <span class="n">next_alias_name</span> <span class="o">=</span> <span class="n">name_sequence</span><span class="p">(</span><span class="s2">"_q_"</span><span class="p">)</span> -</span><span id="L-43"><a href="#L-43"><span class="linenos"> 43</span></a> -</span><span id="L-44"><a href="#L-44"><span class="linenos"> 44</span></a> <span class="k">for</span> <span class="n">scope</span> <span class="ow">in</span> <span class="n">traverse_scope</span><span class="p">(</span><span class="n">expression</span><span class="p">):</span> -</span><span id="L-45"><a href="#L-45"><span class="linenos"> 45</span></a> <span class="k">for</span> <span class="n">derived_table</span> <span class="ow">in</span> <span class="n">itertools</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">ctes</span><span class="p">,</span> <span class="n">scope</span><span class="o">.</span><span class="n">derived_tables</span><span class="p">):</span> -</span><span id="L-46"><a href="#L-46"><span class="linenos"> 46</span></a> <span class="c1"># Expand join construct</span> -</span><span id="L-47"><a href="#L-47"><span class="linenos"> 47</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">derived_table</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subquery</span><span class="p">):</span> -</span><span id="L-48"><a href="#L-48"><span class="linenos"> 48</span></a> <span class="n">unnested</span> <span class="o">=</span> <span class="n">derived_table</span><span class="o">.</span><span class="n">unnest</span><span class="p">()</span> -</span><span id="L-49"><a href="#L-49"><span class="linenos"> 49</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">unnested</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span> -</span><span id="L-50"><a href="#L-50"><span class="linenos"> 50</span></a> <span class="n">derived_table</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">select</span><span class="p">(</span><span class="s2">"*"</span><span class="p">)</span><span class="o">.</span><span class="n">from_</span><span class="p">(</span><span class="n">unnested</span><span class="o">.</span><span class="n">copy</span><span class="p">(),</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">))</span> -</span><span id="L-51"><a href="#L-51"><span class="linenos"> 51</span></a> -</span><span id="L-52"><a href="#L-52"><span class="linenos"> 52</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">derived_table</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"alias"</span><span class="p">):</span> -</span><span id="L-53"><a href="#L-53"><span class="linenos"> 53</span></a> <span class="n">alias_</span> <span class="o">=</span> <span class="n">next_alias_name</span><span class="p">()</span> -</span><span id="L-54"><a href="#L-54"><span class="linenos"> 54</span></a> <span class="n">derived_table</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"alias"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">alias_</span><span class="p">)))</span> -</span><span id="L-55"><a href="#L-55"><span class="linenos"> 55</span></a> <span class="n">scope</span><span class="o">.</span><span class="n">rename_source</span><span class="p">(</span><span class="kc">None</span><span class="p">,</span> <span class="n">alias_</span><span class="p">)</span> -</span><span id="L-56"><a href="#L-56"><span class="linenos"> 56</span></a> -</span><span id="L-57"><a href="#L-57"><span class="linenos"> 57</span></a> <span class="n">pivots</span> <span class="o">=</span> <span class="n">derived_table</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"pivots"</span><span class="p">)</span> -</span><span id="L-58"><a href="#L-58"><span class="linenos"> 58</span></a> <span class="k">if</span> <span class="n">pivots</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span> -</span><span id="L-59"><a href="#L-59"><span class="linenos"> 59</span></a> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"alias"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">next_alias_name</span><span class="p">())))</span> -</span><span id="L-60"><a href="#L-60"><span class="linenos"> 60</span></a> -</span><span id="L-61"><a href="#L-61"><span class="linenos"> 61</span></a> <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">source</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">items</span><span class="p">():</span> -</span><span id="L-62"><a href="#L-62"><span class="linenos"> 62</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span> -</span><span id="L-63"><a href="#L-63"><span class="linenos"> 63</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Identifier</span><span class="p">):</span> -</span><span id="L-64"><a href="#L-64"><span class="linenos"> 64</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"db"</span><span class="p">):</span> -</span><span id="L-65"><a href="#L-65"><span class="linenos"> 65</span></a> <span class="n">source</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"db"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">db</span><span class="p">))</span> -</span><span id="L-66"><a href="#L-66"><span class="linenos"> 66</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"catalog"</span><span class="p">):</span> -</span><span id="L-67"><a href="#L-67"><span class="linenos"> 67</span></a> <span class="n">source</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"catalog"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">catalog</span><span class="p">))</span> -</span><span id="L-68"><a href="#L-68"><span class="linenos"> 68</span></a> -</span><span id="L-69"><a href="#L-69"><span class="linenos"> 69</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span> -</span><span id="L-70"><a href="#L-70"><span class="linenos"> 70</span></a> <span class="n">source</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span> -</span><span id="L-71"><a href="#L-71"><span class="linenos"> 71</span></a> <span class="n">alias</span><span class="p">(</span> -</span><span id="L-72"><a href="#L-72"><span class="linenos"> 72</span></a> <span class="n">source</span><span class="p">,</span> -</span><span id="L-73"><a href="#L-73"><span class="linenos"> 73</span></a> <span class="n">name</span> <span class="ow">or</span> <span class="n">source</span><span class="o">.</span><span class="n">name</span> <span class="ow">or</span> <span class="n">next_alias_name</span><span class="p">(),</span> -</span><span id="L-74"><a href="#L-74"><span class="linenos"> 74</span></a> <span class="n">copy</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> -</span><span id="L-75"><a href="#L-75"><span class="linenos"> 75</span></a> <span class="n">table</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> -</span><span id="L-76"><a href="#L-76"><span class="linenos"> 76</span></a> <span class="p">)</span> -</span><span id="L-77"><a href="#L-77"><span class="linenos"> 77</span></a> <span class="p">)</span> -</span><span id="L-78"><a href="#L-78"><span class="linenos"> 78</span></a> -</span><span id="L-79"><a href="#L-79"><span class="linenos"> 79</span></a> <span class="n">pivots</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"pivots"</span><span class="p">)</span> -</span><span id="L-80"><a href="#L-80"><span class="linenos"> 80</span></a> <span class="k">if</span> <span class="n">pivots</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span> -</span><span id="L-81"><a href="#L-81"><span class="linenos"> 81</span></a> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set</span><span class="p">(</span> -</span><span id="L-82"><a href="#L-82"><span class="linenos"> 82</span></a> <span class="s2">"alias"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">next_alias_name</span><span class="p">()))</span> -</span><span id="L-83"><a href="#L-83"><span class="linenos"> 83</span></a> <span class="p">)</span> -</span><span id="L-84"><a href="#L-84"><span class="linenos"> 84</span></a> -</span><span id="L-85"><a href="#L-85"><span class="linenos"> 85</span></a> <span class="k">if</span> <span class="n">schema</span> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">ReadCSV</span><span class="p">):</span> -</span><span id="L-86"><a href="#L-86"><span class="linenos"> 86</span></a> <span class="k">with</span> <span class="n">csv_reader</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">this</span><span class="p">)</span> <span class="k">as</span> <span class="n">reader</span><span class="p">:</span> -</span><span id="L-87"><a href="#L-87"><span class="linenos"> 87</span></a> <span class="n">header</span> <span class="o">=</span> <span class="nb">next</span><span class="p">(</span><span class="n">reader</span><span class="p">)</span> -</span><span id="L-88"><a href="#L-88"><span class="linenos"> 88</span></a> <span class="n">columns</span> <span class="o">=</span> <span class="nb">next</span><span class="p">(</span><span class="n">reader</span><span class="p">)</span> -</span><span id="L-89"><a href="#L-89"><span class="linenos"> 89</span></a> <span class="n">schema</span><span class="o">.</span><span class="n">add_table</span><span class="p">(</span> -</span><span id="L-90"><a href="#L-90"><span class="linenos"> 90</span></a> <span class="n">source</span><span class="p">,</span> <span class="p">{</span><span class="n">k</span><span class="p">:</span> <span class="nb">type</span><span class="p">(</span><span class="n">v</span><span class="p">)</span><span class="o">.</span><span class="vm">__name__</span> <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">header</span><span class="p">,</span> <span class="n">columns</span><span class="p">)}</span> -</span><span id="L-91"><a href="#L-91"><span class="linenos"> 91</span></a> <span class="p">)</span> -</span><span id="L-92"><a href="#L-92"><span class="linenos"> 92</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">Scope</span><span class="p">)</span> <span class="ow">and</span> <span class="n">source</span><span class="o">.</span><span class="n">is_udtf</span><span class="p">:</span> -</span><span id="L-93"><a href="#L-93"><span class="linenos"> 93</span></a> <span class="n">udtf</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">expression</span> -</span><span id="L-94"><a href="#L-94"><span class="linenos"> 94</span></a> <span class="n">table_alias</span> <span class="o">=</span> <span class="n">udtf</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"alias"</span><span class="p">)</span> <span class="ow">or</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span> -</span><span id="L-95"><a href="#L-95"><span class="linenos"> 95</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">next_alias_name</span><span class="p">())</span> -</span><span id="L-96"><a href="#L-96"><span class="linenos"> 96</span></a> <span class="p">)</span> -</span><span id="L-97"><a href="#L-97"><span class="linenos"> 97</span></a> <span class="n">udtf</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"alias"</span><span class="p">,</span> <span class="n">table_alias</span><span class="p">)</span> -</span><span id="L-98"><a href="#L-98"><span class="linenos"> 98</span></a> -</span><span id="L-99"><a href="#L-99"><span class="linenos"> 99</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">table_alias</span><span class="o">.</span><span class="n">name</span><span class="p">:</span> -</span><span id="L-100"><a href="#L-100"><span class="linenos">100</span></a> <span class="n">table_alias</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"this"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">next_alias_name</span><span class="p">()))</span> -</span><span id="L-101"><a href="#L-101"><span class="linenos">101</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">udtf</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Values</span><span class="p">)</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">table_alias</span><span class="o">.</span><span class="n">columns</span><span class="p">:</span> -</span><span id="L-102"><a href="#L-102"><span class="linenos">102</span></a> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">e</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">udtf</span><span class="o">.</span><span class="n">expressions</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">expressions</span><span class="p">):</span> -</span><span id="L-103"><a href="#L-103"><span class="linenos">103</span></a> <span class="n">table_alias</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">"columns"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="sa">f</span><span class="s2">"_col_</span><span class="si">{</span><span class="n">i</span><span class="si">}</span><span class="s2">"</span><span class="p">))</span> -</span><span id="L-104"><a href="#L-104"><span class="linenos">104</span></a> -</span><span id="L-105"><a href="#L-105"><span class="linenos">105</span></a> <span class="k">return</span> <span class="n">expression</span> + <div class="pdoc-code codehilite"><pre><span></span><span id="L-1"><a href="#L-1"><span class="linenos"> 1</span></a><span class="kn">import</span> <span class="nn">itertools</span> +</span><span id="L-2"><a href="#L-2"><span class="linenos"> 2</span></a><span class="kn">import</span> <span class="nn">typing</span> <span class="k">as</span> <span class="nn">t</span> +</span><span id="L-3"><a href="#L-3"><span class="linenos"> 3</span></a> +</span><span id="L-4"><a href="#L-4"><span class="linenos"> 4</span></a><span class="kn">from</span> <span class="nn">sqlglot</span> <span class="kn">import</span> <span class="n">alias</span><span class="p">,</span> <span class="n">exp</span> +</span><span id="L-5"><a href="#L-5"><span class="linenos"> 5</span></a><span class="kn">from</span> <span class="nn">sqlglot._typing</span> <span class="kn">import</span> <span class="n">E</span> +</span><span id="L-6"><a href="#L-6"><span class="linenos"> 6</span></a><span class="kn">from</span> <span class="nn">sqlglot.helper</span> <span class="kn">import</span> <span class="n">csv_reader</span><span class="p">,</span> <span class="n">name_sequence</span> +</span><span id="L-7"><a href="#L-7"><span class="linenos"> 7</span></a><span class="kn">from</span> <span class="nn">sqlglot.optimizer.scope</span> <span class="kn">import</span> <span class="n">Scope</span><span class="p">,</span> <span class="n">traverse_scope</span> +</span><span id="L-8"><a href="#L-8"><span class="linenos"> 8</span></a><span class="kn">from</span> <span class="nn">sqlglot.schema</span> <span class="kn">import</span> <span class="n">Schema</span> +</span><span id="L-9"><a href="#L-9"><span class="linenos"> 9</span></a> +</span><span id="L-10"><a href="#L-10"><span class="linenos">10</span></a> +</span><span id="L-11"><a href="#L-11"><span class="linenos">11</span></a><span class="k">def</span> <span class="nf">qualify_tables</span><span class="p">(</span> +</span><span id="L-12"><a href="#L-12"><span class="linenos">12</span></a> <span class="n">expression</span><span class="p">:</span> <span class="n">E</span><span class="p">,</span> +</span><span id="L-13"><a href="#L-13"><span class="linenos">13</span></a> <span class="n">db</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> +</span><span id="L-14"><a href="#L-14"><span class="linenos">14</span></a> <span class="n">catalog</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> +</span><span id="L-15"><a href="#L-15"><span class="linenos">15</span></a> <span class="n">schema</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">Schema</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> +</span><span id="L-16"><a href="#L-16"><span class="linenos">16</span></a><span class="p">)</span> <span class="o">-></span> <span class="n">E</span><span class="p">:</span> +</span><span id="L-17"><a href="#L-17"><span class="linenos">17</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-18"><a href="#L-18"><span class="linenos">18</span></a><span class="sd"> Rewrite sqlglot AST to have fully qualified tables. Join constructs such as</span> +</span><span id="L-19"><a href="#L-19"><span class="linenos">19</span></a><span class="sd"> (t1 JOIN t2) AS t will be expanded into (SELECT * FROM t1 AS t1, t2 AS t2) AS t.</span> +</span><span id="L-20"><a href="#L-20"><span class="linenos">20</span></a> +</span><span id="L-21"><a href="#L-21"><span class="linenos">21</span></a><span class="sd"> Examples:</span> +</span><span id="L-22"><a href="#L-22"><span class="linenos">22</span></a><span class="sd"> >>> import sqlglot</span> +</span><span id="L-23"><a href="#L-23"><span class="linenos">23</span></a><span class="sd"> >>> expression = sqlglot.parse_one("SELECT 1 FROM tbl")</span> +</span><span id="L-24"><a href="#L-24"><span class="linenos">24</span></a><span class="sd"> >>> qualify_tables(expression, db="db").sql()</span> +</span><span id="L-25"><a href="#L-25"><span class="linenos">25</span></a><span class="sd"> 'SELECT 1 FROM db.tbl AS tbl'</span> +</span><span id="L-26"><a href="#L-26"><span class="linenos">26</span></a><span class="sd"> >>></span> +</span><span id="L-27"><a href="#L-27"><span class="linenos">27</span></a><span class="sd"> >>> expression = sqlglot.parse_one("SELECT 1 FROM (t1 JOIN t2) AS t")</span> +</span><span id="L-28"><a href="#L-28"><span class="linenos">28</span></a><span class="sd"> >>> qualify_tables(expression).sql()</span> +</span><span id="L-29"><a href="#L-29"><span class="linenos">29</span></a><span class="sd"> 'SELECT 1 FROM (SELECT * FROM t1 AS t1, t2 AS t2) AS t'</span> +</span><span id="L-30"><a href="#L-30"><span class="linenos">30</span></a> +</span><span id="L-31"><a href="#L-31"><span class="linenos">31</span></a><span class="sd"> Args:</span> +</span><span id="L-32"><a href="#L-32"><span class="linenos">32</span></a><span class="sd"> expression: Expression to qualify</span> +</span><span id="L-33"><a href="#L-33"><span class="linenos">33</span></a><span class="sd"> db: Database name</span> +</span><span id="L-34"><a href="#L-34"><span class="linenos">34</span></a><span class="sd"> catalog: Catalog name</span> +</span><span id="L-35"><a href="#L-35"><span class="linenos">35</span></a><span class="sd"> schema: A schema to populate</span> +</span><span id="L-36"><a href="#L-36"><span class="linenos">36</span></a> +</span><span id="L-37"><a href="#L-37"><span class="linenos">37</span></a><span class="sd"> Returns:</span> +</span><span id="L-38"><a href="#L-38"><span class="linenos">38</span></a><span class="sd"> The qualified expression.</span> +</span><span id="L-39"><a href="#L-39"><span class="linenos">39</span></a><span class="sd"> """</span> +</span><span id="L-40"><a href="#L-40"><span class="linenos">40</span></a> <span class="n">next_alias_name</span> <span class="o">=</span> <span class="n">name_sequence</span><span class="p">(</span><span class="s2">"_q_"</span><span class="p">)</span> +</span><span id="L-41"><a href="#L-41"><span class="linenos">41</span></a> +</span><span id="L-42"><a href="#L-42"><span class="linenos">42</span></a> <span class="k">for</span> <span class="n">scope</span> <span class="ow">in</span> <span class="n">traverse_scope</span><span class="p">(</span><span class="n">expression</span><span class="p">):</span> +</span><span id="L-43"><a href="#L-43"><span class="linenos">43</span></a> <span class="k">for</span> <span class="n">derived_table</span> <span class="ow">in</span> <span class="n">itertools</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">ctes</span><span class="p">,</span> <span class="n">scope</span><span class="o">.</span><span class="n">derived_tables</span><span class="p">):</span> +</span><span id="L-44"><a href="#L-44"><span class="linenos">44</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">derived_table</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subquery</span><span class="p">):</span> +</span><span id="L-45"><a href="#L-45"><span class="linenos">45</span></a> <span class="n">unnested</span> <span class="o">=</span> <span class="n">derived_table</span><span class="o">.</span><span class="n">unnest</span><span class="p">()</span> +</span><span id="L-46"><a href="#L-46"><span class="linenos">46</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">unnested</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span> +</span><span id="L-47"><a href="#L-47"><span class="linenos">47</span></a> <span class="n">joins</span> <span class="o">=</span> <span class="n">unnested</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="s2">"joins"</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span> +</span><span id="L-48"><a href="#L-48"><span class="linenos">48</span></a> <span class="n">derived_table</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">select</span><span class="p">(</span><span class="s2">"*"</span><span class="p">)</span><span class="o">.</span><span class="n">from_</span><span class="p">(</span><span class="n">unnested</span><span class="o">.</span><span class="n">copy</span><span class="p">(),</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">))</span> +</span><span id="L-49"><a href="#L-49"><span class="linenos">49</span></a> <span class="n">derived_table</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"joins"</span><span class="p">,</span> <span class="n">joins</span><span class="p">)</span> +</span><span id="L-50"><a href="#L-50"><span class="linenos">50</span></a> +</span><span id="L-51"><a href="#L-51"><span class="linenos">51</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">derived_table</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"alias"</span><span class="p">):</span> +</span><span id="L-52"><a href="#L-52"><span class="linenos">52</span></a> <span class="n">alias_</span> <span class="o">=</span> <span class="n">next_alias_name</span><span class="p">()</span> +</span><span id="L-53"><a href="#L-53"><span class="linenos">53</span></a> <span class="n">derived_table</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"alias"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">alias_</span><span class="p">)))</span> +</span><span id="L-54"><a href="#L-54"><span class="linenos">54</span></a> <span class="n">scope</span><span class="o">.</span><span class="n">rename_source</span><span class="p">(</span><span class="kc">None</span><span class="p">,</span> <span class="n">alias_</span><span class="p">)</span> +</span><span id="L-55"><a href="#L-55"><span class="linenos">55</span></a> +</span><span id="L-56"><a href="#L-56"><span class="linenos">56</span></a> <span class="n">pivots</span> <span class="o">=</span> <span class="n">derived_table</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"pivots"</span><span class="p">)</span> +</span><span id="L-57"><a href="#L-57"><span class="linenos">57</span></a> <span class="k">if</span> <span class="n">pivots</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span> +</span><span id="L-58"><a href="#L-58"><span class="linenos">58</span></a> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"alias"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">next_alias_name</span><span class="p">())))</span> +</span><span id="L-59"><a href="#L-59"><span class="linenos">59</span></a> +</span><span id="L-60"><a href="#L-60"><span class="linenos">60</span></a> <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">source</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">items</span><span class="p">():</span> +</span><span id="L-61"><a href="#L-61"><span class="linenos">61</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span> +</span><span id="L-62"><a href="#L-62"><span class="linenos">62</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Identifier</span><span class="p">):</span> +</span><span id="L-63"><a href="#L-63"><span class="linenos">63</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"db"</span><span class="p">):</span> +</span><span id="L-64"><a href="#L-64"><span class="linenos">64</span></a> <span class="n">source</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"db"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">db</span><span class="p">))</span> +</span><span id="L-65"><a href="#L-65"><span class="linenos">65</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"catalog"</span><span class="p">):</span> +</span><span id="L-66"><a href="#L-66"><span class="linenos">66</span></a> <span class="n">source</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"catalog"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">catalog</span><span class="p">))</span> +</span><span id="L-67"><a href="#L-67"><span class="linenos">67</span></a> +</span><span id="L-68"><a href="#L-68"><span class="linenos">68</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span> +</span><span id="L-69"><a href="#L-69"><span class="linenos">69</span></a> <span class="c1"># Mutates the source by attaching an alias to it</span> +</span><span id="L-70"><a href="#L-70"><span class="linenos">70</span></a> <span class="n">alias</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">name</span> <span class="ow">or</span> <span class="n">source</span><span class="o">.</span><span class="n">name</span> <span class="ow">or</span> <span class="n">next_alias_name</span><span class="p">(),</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">table</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span> +</span><span id="L-71"><a href="#L-71"><span class="linenos">71</span></a> +</span><span id="L-72"><a href="#L-72"><span class="linenos">72</span></a> <span class="n">pivots</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"pivots"</span><span class="p">)</span> +</span><span id="L-73"><a href="#L-73"><span class="linenos">73</span></a> <span class="k">if</span> <span class="n">pivots</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span> +</span><span id="L-74"><a href="#L-74"><span class="linenos">74</span></a> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set</span><span class="p">(</span> +</span><span id="L-75"><a href="#L-75"><span class="linenos">75</span></a> <span class="s2">"alias"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">next_alias_name</span><span class="p">()))</span> +</span><span id="L-76"><a href="#L-76"><span class="linenos">76</span></a> <span class="p">)</span> +</span><span id="L-77"><a href="#L-77"><span class="linenos">77</span></a> +</span><span id="L-78"><a href="#L-78"><span class="linenos">78</span></a> <span class="k">if</span> <span class="n">schema</span> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">ReadCSV</span><span class="p">):</span> +</span><span id="L-79"><a href="#L-79"><span class="linenos">79</span></a> <span class="k">with</span> <span class="n">csv_reader</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">this</span><span class="p">)</span> <span class="k">as</span> <span class="n">reader</span><span class="p">:</span> +</span><span id="L-80"><a href="#L-80"><span class="linenos">80</span></a> <span class="n">header</span> <span class="o">=</span> <span class="nb">next</span><span class="p">(</span><span class="n">reader</span><span class="p">)</span> +</span><span id="L-81"><a href="#L-81"><span class="linenos">81</span></a> <span class="n">columns</span> <span class="o">=</span> <span class="nb">next</span><span class="p">(</span><span class="n">reader</span><span class="p">)</span> +</span><span id="L-82"><a href="#L-82"><span class="linenos">82</span></a> <span class="n">schema</span><span class="o">.</span><span class="n">add_table</span><span class="p">(</span> +</span><span id="L-83"><a href="#L-83"><span class="linenos">83</span></a> <span class="n">source</span><span class="p">,</span> <span class="p">{</span><span class="n">k</span><span class="p">:</span> <span class="nb">type</span><span class="p">(</span><span class="n">v</span><span class="p">)</span><span class="o">.</span><span class="vm">__name__</span> <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">header</span><span class="p">,</span> <span class="n">columns</span><span class="p">)}</span> +</span><span id="L-84"><a href="#L-84"><span class="linenos">84</span></a> <span class="p">)</span> +</span><span id="L-85"><a href="#L-85"><span class="linenos">85</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">Scope</span><span class="p">)</span> <span class="ow">and</span> <span class="n">source</span><span class="o">.</span><span class="n">is_udtf</span><span class="p">:</span> +</span><span id="L-86"><a href="#L-86"><span class="linenos">86</span></a> <span class="n">udtf</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">expression</span> +</span><span id="L-87"><a href="#L-87"><span class="linenos">87</span></a> <span class="n">table_alias</span> <span class="o">=</span> <span class="n">udtf</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"alias"</span><span class="p">)</span> <span class="ow">or</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span> +</span><span id="L-88"><a href="#L-88"><span class="linenos">88</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">next_alias_name</span><span class="p">())</span> +</span><span id="L-89"><a href="#L-89"><span class="linenos">89</span></a> <span class="p">)</span> +</span><span id="L-90"><a href="#L-90"><span class="linenos">90</span></a> <span class="n">udtf</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"alias"</span><span class="p">,</span> <span class="n">table_alias</span><span class="p">)</span> +</span><span id="L-91"><a href="#L-91"><span class="linenos">91</span></a> +</span><span id="L-92"><a href="#L-92"><span class="linenos">92</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">table_alias</span><span class="o">.</span><span class="n">name</span><span class="p">:</span> +</span><span id="L-93"><a href="#L-93"><span class="linenos">93</span></a> <span class="n">table_alias</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"this"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">next_alias_name</span><span class="p">()))</span> +</span><span id="L-94"><a href="#L-94"><span class="linenos">94</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">udtf</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Values</span><span class="p">)</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">table_alias</span><span class="o">.</span><span class="n">columns</span><span class="p">:</span> +</span><span id="L-95"><a href="#L-95"><span class="linenos">95</span></a> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">e</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">udtf</span><span class="o">.</span><span class="n">expressions</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">expressions</span><span class="p">):</span> +</span><span id="L-96"><a href="#L-96"><span class="linenos">96</span></a> <span class="n">table_alias</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">"columns"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="sa">f</span><span class="s2">"_col_</span><span class="si">{</span><span class="n">i</span><span class="si">}</span><span class="s2">"</span><span class="p">))</span> +</span><span id="L-97"><a href="#L-97"><span class="linenos">97</span></a> +</span><span id="L-98"><a href="#L-98"><span class="linenos">98</span></a> <span class="k">return</span> <span class="n">expression</span> </span></pre></div> @@ -176,106 +169,99 @@ </div> <a class="headerlink" href="#qualify_tables"></a> - <div class="pdoc-code codehilite"><pre><span></span><span id="qualify_tables-12"><a href="#qualify_tables-12"><span class="linenos"> 12</span></a><span class="k">def</span> <span class="nf">qualify_tables</span><span class="p">(</span> -</span><span id="qualify_tables-13"><a href="#qualify_tables-13"><span class="linenos"> 13</span></a> <span class="n">expression</span><span class="p">:</span> <span class="n">E</span><span class="p">,</span> -</span><span id="qualify_tables-14"><a href="#qualify_tables-14"><span class="linenos"> 14</span></a> <span class="n">db</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> -</span><span id="qualify_tables-15"><a href="#qualify_tables-15"><span class="linenos"> 15</span></a> <span class="n">catalog</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> -</span><span id="qualify_tables-16"><a href="#qualify_tables-16"><span class="linenos"> 16</span></a> <span class="n">schema</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">Schema</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> -</span><span id="qualify_tables-17"><a href="#qualify_tables-17"><span class="linenos"> 17</span></a><span class="p">)</span> <span class="o">-></span> <span class="n">E</span><span class="p">:</span> -</span><span id="qualify_tables-18"><a href="#qualify_tables-18"><span class="linenos"> 18</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="qualify_tables-19"><a href="#qualify_tables-19"><span class="linenos"> 19</span></a><span class="sd"> Rewrite sqlglot AST to have fully qualified tables. Additionally, this</span> -</span><span id="qualify_tables-20"><a href="#qualify_tables-20"><span class="linenos"> 20</span></a><span class="sd"> replaces "join constructs" (*) by equivalent SELECT * subqueries.</span> -</span><span id="qualify_tables-21"><a href="#qualify_tables-21"><span class="linenos"> 21</span></a> -</span><span id="qualify_tables-22"><a href="#qualify_tables-22"><span class="linenos"> 22</span></a><span class="sd"> Examples:</span> -</span><span id="qualify_tables-23"><a href="#qualify_tables-23"><span class="linenos"> 23</span></a><span class="sd"> >>> import sqlglot</span> -</span><span id="qualify_tables-24"><a href="#qualify_tables-24"><span class="linenos"> 24</span></a><span class="sd"> >>> expression = sqlglot.parse_one("SELECT 1 FROM tbl")</span> -</span><span id="qualify_tables-25"><a href="#qualify_tables-25"><span class="linenos"> 25</span></a><span class="sd"> >>> qualify_tables(expression, db="db").sql()</span> -</span><span id="qualify_tables-26"><a href="#qualify_tables-26"><span class="linenos"> 26</span></a><span class="sd"> 'SELECT 1 FROM db.tbl AS tbl'</span> -</span><span id="qualify_tables-27"><a href="#qualify_tables-27"><span class="linenos"> 27</span></a><span class="sd"> >>></span> -</span><span id="qualify_tables-28"><a href="#qualify_tables-28"><span class="linenos"> 28</span></a><span class="sd"> >>> expression = sqlglot.parse_one("SELECT * FROM (tbl1 JOIN tbl2 ON id1 = id2)")</span> -</span><span id="qualify_tables-29"><a href="#qualify_tables-29"><span class="linenos"> 29</span></a><span class="sd"> >>> qualify_tables(expression).sql()</span> -</span><span id="qualify_tables-30"><a href="#qualify_tables-30"><span class="linenos"> 30</span></a><span class="sd"> 'SELECT * FROM (SELECT * FROM tbl1 AS tbl1 JOIN tbl2 AS tbl2 ON id1 = id2) AS _q_0'</span> -</span><span id="qualify_tables-31"><a href="#qualify_tables-31"><span class="linenos"> 31</span></a> -</span><span id="qualify_tables-32"><a href="#qualify_tables-32"><span class="linenos"> 32</span></a><span class="sd"> Args:</span> -</span><span id="qualify_tables-33"><a href="#qualify_tables-33"><span class="linenos"> 33</span></a><span class="sd"> expression: Expression to qualify</span> -</span><span id="qualify_tables-34"><a href="#qualify_tables-34"><span class="linenos"> 34</span></a><span class="sd"> db: Database name</span> -</span><span id="qualify_tables-35"><a href="#qualify_tables-35"><span class="linenos"> 35</span></a><span class="sd"> catalog: Catalog name</span> -</span><span id="qualify_tables-36"><a href="#qualify_tables-36"><span class="linenos"> 36</span></a><span class="sd"> schema: A schema to populate</span> -</span><span id="qualify_tables-37"><a href="#qualify_tables-37"><span class="linenos"> 37</span></a> -</span><span id="qualify_tables-38"><a href="#qualify_tables-38"><span class="linenos"> 38</span></a><span class="sd"> Returns:</span> -</span><span id="qualify_tables-39"><a href="#qualify_tables-39"><span class="linenos"> 39</span></a><span class="sd"> The qualified expression.</span> -</span><span id="qualify_tables-40"><a href="#qualify_tables-40"><span class="linenos"> 40</span></a> -</span><span id="qualify_tables-41"><a href="#qualify_tables-41"><span class="linenos"> 41</span></a><span class="sd"> (*) See section 7.2.1.2 in https://www.postgresql.org/docs/current/queries-table-expressions.html</span> -</span><span id="qualify_tables-42"><a href="#qualify_tables-42"><span class="linenos"> 42</span></a><span class="sd"> """</span> -</span><span id="qualify_tables-43"><a href="#qualify_tables-43"><span class="linenos"> 43</span></a> <span class="n">next_alias_name</span> <span class="o">=</span> <span class="n">name_sequence</span><span class="p">(</span><span class="s2">"_q_"</span><span class="p">)</span> -</span><span id="qualify_tables-44"><a href="#qualify_tables-44"><span class="linenos"> 44</span></a> -</span><span id="qualify_tables-45"><a href="#qualify_tables-45"><span class="linenos"> 45</span></a> <span class="k">for</span> <span class="n">scope</span> <span class="ow">in</span> <span class="n">traverse_scope</span><span class="p">(</span><span class="n">expression</span><span class="p">):</span> -</span><span id="qualify_tables-46"><a href="#qualify_tables-46"><span class="linenos"> 46</span></a> <span class="k">for</span> <span class="n">derived_table</span> <span class="ow">in</span> <span class="n">itertools</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">ctes</span><span class="p">,</span> <span class="n">scope</span><span class="o">.</span><span class="n">derived_tables</span><span class="p">):</span> -</span><span id="qualify_tables-47"><a href="#qualify_tables-47"><span class="linenos"> 47</span></a> <span class="c1"># Expand join construct</span> -</span><span id="qualify_tables-48"><a href="#qualify_tables-48"><span class="linenos"> 48</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">derived_table</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subquery</span><span class="p">):</span> -</span><span id="qualify_tables-49"><a href="#qualify_tables-49"><span class="linenos"> 49</span></a> <span class="n">unnested</span> <span class="o">=</span> <span class="n">derived_table</span><span class="o">.</span><span class="n">unnest</span><span class="p">()</span> -</span><span id="qualify_tables-50"><a href="#qualify_tables-50"><span class="linenos"> 50</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">unnested</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span> -</span><span id="qualify_tables-51"><a href="#qualify_tables-51"><span class="linenos"> 51</span></a> <span class="n">derived_table</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">select</span><span class="p">(</span><span class="s2">"*"</span><span class="p">)</span><span class="o">.</span><span class="n">from_</span><span class="p">(</span><span class="n">unnested</span><span class="o">.</span><span class="n">copy</span><span class="p">(),</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">))</span> -</span><span id="qualify_tables-52"><a href="#qualify_tables-52"><span class="linenos"> 52</span></a> -</span><span id="qualify_tables-53"><a href="#qualify_tables-53"><span class="linenos"> 53</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">derived_table</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"alias"</span><span class="p">):</span> -</span><span id="qualify_tables-54"><a href="#qualify_tables-54"><span class="linenos"> 54</span></a> <span class="n">alias_</span> <span class="o">=</span> <span class="n">next_alias_name</span><span class="p">()</span> -</span><span id="qualify_tables-55"><a href="#qualify_tables-55"><span class="linenos"> 55</span></a> <span class="n">derived_table</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"alias"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">alias_</span><span class="p">)))</span> -</span><span id="qualify_tables-56"><a href="#qualify_tables-56"><span class="linenos"> 56</span></a> <span class="n">scope</span><span class="o">.</span><span class="n">rename_source</span><span class="p">(</span><span class="kc">None</span><span class="p">,</span> <span class="n">alias_</span><span class="p">)</span> -</span><span id="qualify_tables-57"><a href="#qualify_tables-57"><span class="linenos"> 57</span></a> -</span><span id="qualify_tables-58"><a href="#qualify_tables-58"><span class="linenos"> 58</span></a> <span class="n">pivots</span> <span class="o">=</span> <span class="n">derived_table</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"pivots"</span><span class="p">)</span> -</span><span id="qualify_tables-59"><a href="#qualify_tables-59"><span class="linenos"> 59</span></a> <span class="k">if</span> <span class="n">pivots</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span> -</span><span id="qualify_tables-60"><a href="#qualify_tables-60"><span class="linenos"> 60</span></a> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"alias"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">next_alias_name</span><span class="p">())))</span> -</span><span id="qualify_tables-61"><a href="#qualify_tables-61"><span class="linenos"> 61</span></a> -</span><span id="qualify_tables-62"><a href="#qualify_tables-62"><span class="linenos"> 62</span></a> <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">source</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">items</span><span class="p">():</span> -</span><span id="qualify_tables-63"><a href="#qualify_tables-63"><span class="linenos"> 63</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span> -</span><span id="qualify_tables-64"><a href="#qualify_tables-64"><span class="linenos"> 64</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Identifier</span><span class="p">):</span> -</span><span id="qualify_tables-65"><a href="#qualify_tables-65"><span class="linenos"> 65</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"db"</span><span class="p">):</span> -</span><span id="qualify_tables-66"><a href="#qualify_tables-66"><span class="linenos"> 66</span></a> <span class="n">source</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"db"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">db</span><span class="p">))</span> -</span><span id="qualify_tables-67"><a href="#qualify_tables-67"><span class="linenos"> 67</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"catalog"</span><span class="p">):</span> -</span><span id="qualify_tables-68"><a href="#qualify_tables-68"><span class="linenos"> 68</span></a> <span class="n">source</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"catalog"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">catalog</span><span class="p">))</span> -</span><span id="qualify_tables-69"><a href="#qualify_tables-69"><span class="linenos"> 69</span></a> -</span><span id="qualify_tables-70"><a href="#qualify_tables-70"><span class="linenos"> 70</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span> -</span><span id="qualify_tables-71"><a href="#qualify_tables-71"><span class="linenos"> 71</span></a> <span class="n">source</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span> -</span><span id="qualify_tables-72"><a href="#qualify_tables-72"><span class="linenos"> 72</span></a> <span class="n">alias</span><span class="p">(</span> -</span><span id="qualify_tables-73"><a href="#qualify_tables-73"><span class="linenos"> 73</span></a> <span class="n">source</span><span class="p">,</span> -</span><span id="qualify_tables-74"><a href="#qualify_tables-74"><span class="linenos"> 74</span></a> <span class="n">name</span> <span class="ow">or</span> <span class="n">source</span><span class="o">.</span><span class="n">name</span> <span class="ow">or</span> <span class="n">next_alias_name</span><span class="p">(),</span> -</span><span id="qualify_tables-75"><a href="#qualify_tables-75"><span class="linenos"> 75</span></a> <span class="n">copy</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> -</span><span id="qualify_tables-76"><a href="#qualify_tables-76"><span class="linenos"> 76</span></a> <span class="n">table</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> -</span><span id="qualify_tables-77"><a href="#qualify_tables-77"><span class="linenos"> 77</span></a> <span class="p">)</span> -</span><span id="qualify_tables-78"><a href="#qualify_tables-78"><span class="linenos"> 78</span></a> <span class="p">)</span> -</span><span id="qualify_tables-79"><a href="#qualify_tables-79"><span class="linenos"> 79</span></a> -</span><span id="qualify_tables-80"><a href="#qualify_tables-80"><span class="linenos"> 80</span></a> <span class="n">pivots</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"pivots"</span><span class="p">)</span> -</span><span id="qualify_tables-81"><a href="#qualify_tables-81"><span class="linenos"> 81</span></a> <span class="k">if</span> <span class="n">pivots</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span> -</span><span id="qualify_tables-82"><a href="#qualify_tables-82"><span class="linenos"> 82</span></a> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set</span><span class="p">(</span> -</span><span id="qualify_tables-83"><a href="#qualify_tables-83"><span class="linenos"> 83</span></a> <span class="s2">"alias"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">next_alias_name</span><span class="p">()))</span> -</span><span id="qualify_tables-84"><a href="#qualify_tables-84"><span class="linenos"> 84</span></a> <span class="p">)</span> -</span><span id="qualify_tables-85"><a href="#qualify_tables-85"><span class="linenos"> 85</span></a> -</span><span id="qualify_tables-86"><a href="#qualify_tables-86"><span class="linenos"> 86</span></a> <span class="k">if</span> <span class="n">schema</span> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">ReadCSV</span><span class="p">):</span> -</span><span id="qualify_tables-87"><a href="#qualify_tables-87"><span class="linenos"> 87</span></a> <span class="k">with</span> <span class="n">csv_reader</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">this</span><span class="p">)</span> <span class="k">as</span> <span class="n">reader</span><span class="p">:</span> -</span><span id="qualify_tables-88"><a href="#qualify_tables-88"><span class="linenos"> 88</span></a> <span class="n">header</span> <span class="o">=</span> <span class="nb">next</span><span class="p">(</span><span class="n">reader</span><span class="p">)</span> -</span><span id="qualify_tables-89"><a href="#qualify_tables-89"><span class="linenos"> 89</span></a> <span class="n">columns</span> <span class="o">=</span> <span class="nb">next</span><span class="p">(</span><span class="n">reader</span><span class="p">)</span> -</span><span id="qualify_tables-90"><a href="#qualify_tables-90"><span class="linenos"> 90</span></a> <span class="n">schema</span><span class="o">.</span><span class="n">add_table</span><span class="p">(</span> -</span><span id="qualify_tables-91"><a href="#qualify_tables-91"><span class="linenos"> 91</span></a> <span class="n">source</span><span class="p">,</span> <span class="p">{</span><span class="n">k</span><span class="p">:</span> <span class="nb">type</span><span class="p">(</span><span class="n">v</span><span class="p">)</span><span class="o">.</span><span class="vm">__name__</span> <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">header</span><span class="p">,</span> <span class="n">columns</span><span class="p">)}</span> -</span><span id="qualify_tables-92"><a href="#qualify_tables-92"><span class="linenos"> 92</span></a> <span class="p">)</span> -</span><span id="qualify_tables-93"><a href="#qualify_tables-93"><span class="linenos"> 93</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">Scope</span><span class="p">)</span> <span class="ow">and</span> <span class="n">source</span><span class="o">.</span><span class="n">is_udtf</span><span class="p">:</span> -</span><span id="qualify_tables-94"><a href="#qualify_tables-94"><span class="linenos"> 94</span></a> <span class="n">udtf</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">expression</span> -</span><span id="qualify_tables-95"><a href="#qualify_tables-95"><span class="linenos"> 95</span></a> <span class="n">table_alias</span> <span class="o">=</span> <span class="n">udtf</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"alias"</span><span class="p">)</span> <span class="ow">or</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span> -</span><span id="qualify_tables-96"><a href="#qualify_tables-96"><span class="linenos"> 96</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">next_alias_name</span><span class="p">())</span> -</span><span id="qualify_tables-97"><a href="#qualify_tables-97"><span class="linenos"> 97</span></a> <span class="p">)</span> -</span><span id="qualify_tables-98"><a href="#qualify_tables-98"><span class="linenos"> 98</span></a> <span class="n">udtf</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"alias"</span><span class="p">,</span> <span class="n">table_alias</span><span class="p">)</span> -</span><span id="qualify_tables-99"><a href="#qualify_tables-99"><span class="linenos"> 99</span></a> -</span><span id="qualify_tables-100"><a href="#qualify_tables-100"><span class="linenos">100</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">table_alias</span><span class="o">.</span><span class="n">name</span><span class="p">:</span> -</span><span id="qualify_tables-101"><a href="#qualify_tables-101"><span class="linenos">101</span></a> <span class="n">table_alias</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"this"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">next_alias_name</span><span class="p">()))</span> -</span><span id="qualify_tables-102"><a href="#qualify_tables-102"><span class="linenos">102</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">udtf</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Values</span><span class="p">)</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">table_alias</span><span class="o">.</span><span class="n">columns</span><span class="p">:</span> -</span><span id="qualify_tables-103"><a href="#qualify_tables-103"><span class="linenos">103</span></a> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">e</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">udtf</span><span class="o">.</span><span class="n">expressions</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">expressions</span><span class="p">):</span> -</span><span id="qualify_tables-104"><a href="#qualify_tables-104"><span class="linenos">104</span></a> <span class="n">table_alias</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">"columns"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="sa">f</span><span class="s2">"_col_</span><span class="si">{</span><span class="n">i</span><span class="si">}</span><span class="s2">"</span><span class="p">))</span> -</span><span id="qualify_tables-105"><a href="#qualify_tables-105"><span class="linenos">105</span></a> -</span><span id="qualify_tables-106"><a href="#qualify_tables-106"><span class="linenos">106</span></a> <span class="k">return</span> <span class="n">expression</span> + <div class="pdoc-code codehilite"><pre><span></span><span id="qualify_tables-12"><a href="#qualify_tables-12"><span class="linenos">12</span></a><span class="k">def</span> <span class="nf">qualify_tables</span><span class="p">(</span> +</span><span id="qualify_tables-13"><a href="#qualify_tables-13"><span class="linenos">13</span></a> <span class="n">expression</span><span class="p">:</span> <span class="n">E</span><span class="p">,</span> +</span><span id="qualify_tables-14"><a href="#qualify_tables-14"><span class="linenos">14</span></a> <span class="n">db</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> +</span><span id="qualify_tables-15"><a href="#qualify_tables-15"><span class="linenos">15</span></a> <span class="n">catalog</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> +</span><span id="qualify_tables-16"><a href="#qualify_tables-16"><span class="linenos">16</span></a> <span class="n">schema</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">Schema</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> +</span><span id="qualify_tables-17"><a href="#qualify_tables-17"><span class="linenos">17</span></a><span class="p">)</span> <span class="o">-></span> <span class="n">E</span><span class="p">:</span> +</span><span id="qualify_tables-18"><a href="#qualify_tables-18"><span class="linenos">18</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="qualify_tables-19"><a href="#qualify_tables-19"><span class="linenos">19</span></a><span class="sd"> Rewrite sqlglot AST to have fully qualified tables. Join constructs such as</span> +</span><span id="qualify_tables-20"><a href="#qualify_tables-20"><span class="linenos">20</span></a><span class="sd"> (t1 JOIN t2) AS t will be expanded into (SELECT * FROM t1 AS t1, t2 AS t2) AS t.</span> +</span><span id="qualify_tables-21"><a href="#qualify_tables-21"><span class="linenos">21</span></a> +</span><span id="qualify_tables-22"><a href="#qualify_tables-22"><span class="linenos">22</span></a><span class="sd"> Examples:</span> +</span><span id="qualify_tables-23"><a href="#qualify_tables-23"><span class="linenos">23</span></a><span class="sd"> >>> import sqlglot</span> +</span><span id="qualify_tables-24"><a href="#qualify_tables-24"><span class="linenos">24</span></a><span class="sd"> >>> expression = sqlglot.parse_one("SELECT 1 FROM tbl")</span> +</span><span id="qualify_tables-25"><a href="#qualify_tables-25"><span class="linenos">25</span></a><span class="sd"> >>> qualify_tables(expression, db="db").sql()</span> +</span><span id="qualify_tables-26"><a href="#qualify_tables-26"><span class="linenos">26</span></a><span class="sd"> 'SELECT 1 FROM db.tbl AS tbl'</span> +</span><span id="qualify_tables-27"><a href="#qualify_tables-27"><span class="linenos">27</span></a><span class="sd"> >>></span> +</span><span id="qualify_tables-28"><a href="#qualify_tables-28"><span class="linenos">28</span></a><span class="sd"> >>> expression = sqlglot.parse_one("SELECT 1 FROM (t1 JOIN t2) AS t")</span> +</span><span id="qualify_tables-29"><a href="#qualify_tables-29"><span class="linenos">29</span></a><span class="sd"> >>> qualify_tables(expression).sql()</span> +</span><span id="qualify_tables-30"><a href="#qualify_tables-30"><span class="linenos">30</span></a><span class="sd"> 'SELECT 1 FROM (SELECT * FROM t1 AS t1, t2 AS t2) AS t'</span> +</span><span id="qualify_tables-31"><a href="#qualify_tables-31"><span class="linenos">31</span></a> +</span><span id="qualify_tables-32"><a href="#qualify_tables-32"><span class="linenos">32</span></a><span class="sd"> Args:</span> +</span><span id="qualify_tables-33"><a href="#qualify_tables-33"><span class="linenos">33</span></a><span class="sd"> expression: Expression to qualify</span> +</span><span id="qualify_tables-34"><a href="#qualify_tables-34"><span class="linenos">34</span></a><span class="sd"> db: Database name</span> +</span><span id="qualify_tables-35"><a href="#qualify_tables-35"><span class="linenos">35</span></a><span class="sd"> catalog: Catalog name</span> +</span><span id="qualify_tables-36"><a href="#qualify_tables-36"><span class="linenos">36</span></a><span class="sd"> schema: A schema to populate</span> +</span><span id="qualify_tables-37"><a href="#qualify_tables-37"><span class="linenos">37</span></a> +</span><span id="qualify_tables-38"><a href="#qualify_tables-38"><span class="linenos">38</span></a><span class="sd"> Returns:</span> +</span><span id="qualify_tables-39"><a href="#qualify_tables-39"><span class="linenos">39</span></a><span class="sd"> The qualified expression.</span> +</span><span id="qualify_tables-40"><a href="#qualify_tables-40"><span class="linenos">40</span></a><span class="sd"> """</span> +</span><span id="qualify_tables-41"><a href="#qualify_tables-41"><span class="linenos">41</span></a> <span class="n">next_alias_name</span> <span class="o">=</span> <span class="n">name_sequence</span><span class="p">(</span><span class="s2">"_q_"</span><span class="p">)</span> +</span><span id="qualify_tables-42"><a href="#qualify_tables-42"><span class="linenos">42</span></a> +</span><span id="qualify_tables-43"><a href="#qualify_tables-43"><span class="linenos">43</span></a> <span class="k">for</span> <span class="n">scope</span> <span class="ow">in</span> <span class="n">traverse_scope</span><span class="p">(</span><span class="n">expression</span><span class="p">):</span> +</span><span id="qualify_tables-44"><a href="#qualify_tables-44"><span class="linenos">44</span></a> <span class="k">for</span> <span class="n">derived_table</span> <span class="ow">in</span> <span class="n">itertools</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">ctes</span><span class="p">,</span> <span class="n">scope</span><span class="o">.</span><span class="n">derived_tables</span><span class="p">):</span> +</span><span id="qualify_tables-45"><a href="#qualify_tables-45"><span class="linenos">45</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">derived_table</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subquery</span><span class="p">):</span> +</span><span id="qualify_tables-46"><a href="#qualify_tables-46"><span class="linenos">46</span></a> <span class="n">unnested</span> <span class="o">=</span> <span class="n">derived_table</span><span class="o">.</span><span class="n">unnest</span><span class="p">()</span> +</span><span id="qualify_tables-47"><a href="#qualify_tables-47"><span class="linenos">47</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">unnested</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span> +</span><span id="qualify_tables-48"><a href="#qualify_tables-48"><span class="linenos">48</span></a> <span class="n">joins</span> <span class="o">=</span> <span class="n">unnested</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="s2">"joins"</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span> +</span><span id="qualify_tables-49"><a href="#qualify_tables-49"><span class="linenos">49</span></a> <span class="n">derived_table</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">select</span><span class="p">(</span><span class="s2">"*"</span><span class="p">)</span><span class="o">.</span><span class="n">from_</span><span class="p">(</span><span class="n">unnested</span><span class="o">.</span><span class="n">copy</span><span class="p">(),</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">))</span> +</span><span id="qualify_tables-50"><a href="#qualify_tables-50"><span class="linenos">50</span></a> <span class="n">derived_table</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"joins"</span><span class="p">,</span> <span class="n">joins</span><span class="p">)</span> +</span><span id="qualify_tables-51"><a href="#qualify_tables-51"><span class="linenos">51</span></a> +</span><span id="qualify_tables-52"><a href="#qualify_tables-52"><span class="linenos">52</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">derived_table</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"alias"</span><span class="p">):</span> +</span><span id="qualify_tables-53"><a href="#qualify_tables-53"><span class="linenos">53</span></a> <span class="n">alias_</span> <span class="o">=</span> <span class="n">next_alias_name</span><span class="p">()</span> +</span><span id="qualify_tables-54"><a href="#qualify_tables-54"><span class="linenos">54</span></a> <span class="n">derived_table</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"alias"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">alias_</span><span class="p">)))</span> +</span><span id="qualify_tables-55"><a href="#qualify_tables-55"><span class="linenos">55</span></a> <span class="n">scope</span><span class="o">.</span><span class="n">rename_source</span><span class="p">(</span><span class="kc">None</span><span class="p">,</span> <span class="n">alias_</span><span class="p">)</span> +</span><span id="qualify_tables-56"><a href="#qualify_tables-56"><span class="linenos">56</span></a> +</span><span id="qualify_tables-57"><a href="#qualify_tables-57"><span class="linenos">57</span></a> <span class="n">pivots</span> <span class="o">=</span> <span class="n">derived_table</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"pivots"</span><span class="p">)</span> +</span><span id="qualify_tables-58"><a href="#qualify_tables-58"><span class="linenos">58</span></a> <span class="k">if</span> <span class="n">pivots</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span> +</span><span id="qualify_tables-59"><a href="#qualify_tables-59"><span class="linenos">59</span></a> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"alias"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">next_alias_name</span><span class="p">())))</span> +</span><span id="qualify_tables-60"><a href="#qualify_tables-60"><span class="linenos">60</span></a> +</span><span id="qualify_tables-61"><a href="#qualify_tables-61"><span class="linenos">61</span></a> <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">source</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">items</span><span class="p">():</span> +</span><span id="qualify_tables-62"><a href="#qualify_tables-62"><span class="linenos">62</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span> +</span><span id="qualify_tables-63"><a href="#qualify_tables-63"><span class="linenos">63</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Identifier</span><span class="p">):</span> +</span><span id="qualify_tables-64"><a href="#qualify_tables-64"><span class="linenos">64</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"db"</span><span class="p">):</span> +</span><span id="qualify_tables-65"><a href="#qualify_tables-65"><span class="linenos">65</span></a> <span class="n">source</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"db"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">db</span><span class="p">))</span> +</span><span id="qualify_tables-66"><a href="#qualify_tables-66"><span class="linenos">66</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"catalog"</span><span class="p">):</span> +</span><span id="qualify_tables-67"><a href="#qualify_tables-67"><span class="linenos">67</span></a> <span class="n">source</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"catalog"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">catalog</span><span class="p">))</span> +</span><span id="qualify_tables-68"><a href="#qualify_tables-68"><span class="linenos">68</span></a> +</span><span id="qualify_tables-69"><a href="#qualify_tables-69"><span class="linenos">69</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span> +</span><span id="qualify_tables-70"><a href="#qualify_tables-70"><span class="linenos">70</span></a> <span class="c1"># Mutates the source by attaching an alias to it</span> +</span><span id="qualify_tables-71"><a href="#qualify_tables-71"><span class="linenos">71</span></a> <span class="n">alias</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">name</span> <span class="ow">or</span> <span class="n">source</span><span class="o">.</span><span class="n">name</span> <span class="ow">or</span> <span class="n">next_alias_name</span><span class="p">(),</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">table</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span> +</span><span id="qualify_tables-72"><a href="#qualify_tables-72"><span class="linenos">72</span></a> +</span><span id="qualify_tables-73"><a href="#qualify_tables-73"><span class="linenos">73</span></a> <span class="n">pivots</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"pivots"</span><span class="p">)</span> +</span><span id="qualify_tables-74"><a href="#qualify_tables-74"><span class="linenos">74</span></a> <span class="k">if</span> <span class="n">pivots</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span> +</span><span id="qualify_tables-75"><a href="#qualify_tables-75"><span class="linenos">75</span></a> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set</span><span class="p">(</span> +</span><span id="qualify_tables-76"><a href="#qualify_tables-76"><span class="linenos">76</span></a> <span class="s2">"alias"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">next_alias_name</span><span class="p">()))</span> +</span><span id="qualify_tables-77"><a href="#qualify_tables-77"><span class="linenos">77</span></a> <span class="p">)</span> +</span><span id="qualify_tables-78"><a href="#qualify_tables-78"><span class="linenos">78</span></a> +</span><span id="qualify_tables-79"><a href="#qualify_tables-79"><span class="linenos">79</span></a> <span class="k">if</span> <span class="n">schema</span> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">ReadCSV</span><span class="p">):</span> +</span><span id="qualify_tables-80"><a href="#qualify_tables-80"><span class="linenos">80</span></a> <span class="k">with</span> <span class="n">csv_reader</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">this</span><span class="p">)</span> <span class="k">as</span> <span class="n">reader</span><span class="p">:</span> +</span><span id="qualify_tables-81"><a href="#qualify_tables-81"><span class="linenos">81</span></a> <span class="n">header</span> <span class="o">=</span> <span class="nb">next</span><span class="p">(</span><span class="n">reader</span><span class="p">)</span> +</span><span id="qualify_tables-82"><a href="#qualify_tables-82"><span class="linenos">82</span></a> <span class="n">columns</span> <span class="o">=</span> <span class="nb">next</span><span class="p">(</span><span class="n">reader</span><span class="p">)</span> +</span><span id="qualify_tables-83"><a href="#qualify_tables-83"><span class="linenos">83</span></a> <span class="n">schema</span><span class="o">.</span><span class="n">add_table</span><span class="p">(</span> +</span><span id="qualify_tables-84"><a href="#qualify_tables-84"><span class="linenos">84</span></a> <span class="n">source</span><span class="p">,</span> <span class="p">{</span><span class="n">k</span><span class="p">:</span> <span class="nb">type</span><span class="p">(</span><span class="n">v</span><span class="p">)</span><span class="o">.</span><span class="vm">__name__</span> <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">header</span><span class="p">,</span> <span class="n">columns</span><span class="p">)}</span> +</span><span id="qualify_tables-85"><a href="#qualify_tables-85"><span class="linenos">85</span></a> <span class="p">)</span> +</span><span id="qualify_tables-86"><a href="#qualify_tables-86"><span class="linenos">86</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">Scope</span><span class="p">)</span> <span class="ow">and</span> <span class="n">source</span><span class="o">.</span><span class="n">is_udtf</span><span class="p">:</span> +</span><span id="qualify_tables-87"><a href="#qualify_tables-87"><span class="linenos">87</span></a> <span class="n">udtf</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">expression</span> +</span><span id="qualify_tables-88"><a href="#qualify_tables-88"><span class="linenos">88</span></a> <span class="n">table_alias</span> <span class="o">=</span> <span class="n">udtf</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"alias"</span><span class="p">)</span> <span class="ow">or</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span> +</span><span id="qualify_tables-89"><a href="#qualify_tables-89"><span class="linenos">89</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">next_alias_name</span><span class="p">())</span> +</span><span id="qualify_tables-90"><a href="#qualify_tables-90"><span class="linenos">90</span></a> <span class="p">)</span> +</span><span id="qualify_tables-91"><a href="#qualify_tables-91"><span class="linenos">91</span></a> <span class="n">udtf</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"alias"</span><span class="p">,</span> <span class="n">table_alias</span><span class="p">)</span> +</span><span id="qualify_tables-92"><a href="#qualify_tables-92"><span class="linenos">92</span></a> +</span><span id="qualify_tables-93"><a href="#qualify_tables-93"><span class="linenos">93</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">table_alias</span><span class="o">.</span><span class="n">name</span><span class="p">:</span> +</span><span id="qualify_tables-94"><a href="#qualify_tables-94"><span class="linenos">94</span></a> <span class="n">table_alias</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">"this"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">next_alias_name</span><span class="p">()))</span> +</span><span id="qualify_tables-95"><a href="#qualify_tables-95"><span class="linenos">95</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">udtf</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Values</span><span class="p">)</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">table_alias</span><span class="o">.</span><span class="n">columns</span><span class="p">:</span> +</span><span id="qualify_tables-96"><a href="#qualify_tables-96"><span class="linenos">96</span></a> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">e</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">udtf</span><span class="o">.</span><span class="n">expressions</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">expressions</span><span class="p">):</span> +</span><span id="qualify_tables-97"><a href="#qualify_tables-97"><span class="linenos">97</span></a> <span class="n">table_alias</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">"columns"</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="sa">f</span><span class="s2">"_col_</span><span class="si">{</span><span class="n">i</span><span class="si">}</span><span class="s2">"</span><span class="p">))</span> +</span><span id="qualify_tables-98"><a href="#qualify_tables-98"><span class="linenos">98</span></a> +</span><span id="qualify_tables-99"><a href="#qualify_tables-99"><span class="linenos">99</span></a> <span class="k">return</span> <span class="n">expression</span> </span></pre></div> - <div class="docstring"><p>Rewrite sqlglot AST to have fully qualified tables. Additionally, this -replaces "join constructs" (*) by equivalent SELECT * subqueries.</p> + <div class="docstring"><p>Rewrite sqlglot AST to have fully qualified tables. Join constructs such as +(t1 JOIN t2) AS t will be expanded into (SELECT * FROM t1 AS t1, t2 AS t2) AS t.</p> <h6 id="examples">Examples:</h6> @@ -286,9 +272,9 @@ replaces "join constructs" (*) by equivalent SELECT * subqueries.</p> <span class="gp">>>> </span><span class="n">qualify_tables</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">db</span><span class="o">=</span><span class="s2">"db"</span><span class="p">)</span><span class="o">.</span><span class="n">sql</span><span class="p">()</span> <span class="go">'SELECT 1 FROM db.tbl AS tbl'</span> <span class="gp">>>></span> -<span class="gp">>>> </span><span class="n">expression</span> <span class="o">=</span> <span class="n"><a href="../../sqlglot.html#parse_one">sqlglot.parse_one</a></span><span class="p">(</span><span class="s2">"SELECT * FROM (tbl1 JOIN tbl2 ON id1 = id2)"</span><span class="p">)</span> +<span class="gp">>>> </span><span class="n">expression</span> <span class="o">=</span> <span class="n"><a href="../../sqlglot.html#parse_one">sqlglot.parse_one</a></span><span class="p">(</span><span class="s2">"SELECT 1 FROM (t1 JOIN t2) AS t"</span><span class="p">)</span> <span class="gp">>>> </span><span class="n">qualify_tables</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span><span class="o">.</span><span class="n">sql</span><span class="p">()</span> -<span class="go">'SELECT * FROM (SELECT * FROM tbl1 AS tbl1 JOIN tbl2 AS tbl2 ON id1 = id2) AS _q_0'</span> +<span class="go">'SELECT 1 FROM (SELECT * FROM t1 AS t1, t2 AS t2) AS t'</span> </code></pre> </div> </blockquote> @@ -307,8 +293,6 @@ replaces "join constructs" (*) by equivalent SELECT * subqueries.</p> <blockquote> <p>The qualified expression.</p> </blockquote> - -<p>(*) See section 7.2.1.2 in <a href="https://www.postgresql.org/docs/current/queries-table-expressions.html">https://www.postgresql.org/docs/current/queries-table-expressions.html</a></p> </div> diff --git a/docs/sqlglot/optimizer/scope.html b/docs/sqlglot/optimizer/scope.html index ba606f4..9495eb0 100644 --- a/docs/sqlglot/optimizer/scope.html +++ b/docs/sqlglot/optimizer/scope.html @@ -145,9 +145,6 @@ <a class="variable" href="#Scope.cte_sources">cte_sources</a> </li> <li> - <a class="variable" href="#Scope.selects">selects</a> - </li> - <li> <a class="variable" href="#Scope.external_columns">external_columns</a> </li> <li> @@ -357,619 +354,626 @@ </span><span id="L-122"><a href="#L-122"><span class="linenos">122</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_udtfs</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">node</span><span class="p">)</span> </span><span id="L-123"><a href="#L-123"><span class="linenos">123</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">CTE</span><span class="p">):</span> </span><span id="L-124"><a href="#L-124"><span class="linenos">124</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_ctes</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">node</span><span class="p">)</span> -</span><span id="L-125"><a href="#L-125"><span class="linenos">125</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subquery</span><span class="p">)</span> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">parent</span><span class="p">,</span> <span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">)):</span> -</span><span id="L-126"><a href="#L-126"><span class="linenos">126</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_derived_tables</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">node</span><span class="p">)</span> -</span><span id="L-127"><a href="#L-127"><span class="linenos">127</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subqueryable</span><span class="p">):</span> -</span><span id="L-128"><a href="#L-128"><span class="linenos">128</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_subqueries</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">node</span><span class="p">)</span> -</span><span id="L-129"><a href="#L-129"><span class="linenos">129</span></a> -</span><span id="L-130"><a href="#L-130"><span class="linenos">130</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_collected</span> <span class="o">=</span> <span class="kc">True</span> -</span><span id="L-131"><a href="#L-131"><span class="linenos">131</span></a> -</span><span id="L-132"><a href="#L-132"><span class="linenos">132</span></a> <span class="k">def</span> <span class="nf">_ensure_collected</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="L-133"><a href="#L-133"><span class="linenos">133</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">_collected</span><span class="p">:</span> -</span><span id="L-134"><a href="#L-134"><span class="linenos">134</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_collect</span><span class="p">()</span> +</span><span id="L-125"><a href="#L-125"><span class="linenos">125</span></a> <span class="k">elif</span> <span class="p">(</span> +</span><span id="L-126"><a href="#L-126"><span class="linenos">126</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subquery</span><span class="p">)</span> +</span><span id="L-127"><a href="#L-127"><span class="linenos">127</span></a> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">parent</span><span class="p">,</span> <span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">))</span> +</span><span id="L-128"><a href="#L-128"><span class="linenos">128</span></a> <span class="ow">and</span> <span class="n">_is_subquery_scope</span><span class="p">(</span><span class="n">node</span><span class="p">)</span> +</span><span id="L-129"><a href="#L-129"><span class="linenos">129</span></a> <span class="p">):</span> +</span><span id="L-130"><a href="#L-130"><span class="linenos">130</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_derived_tables</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">node</span><span class="p">)</span> +</span><span id="L-131"><a href="#L-131"><span class="linenos">131</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subqueryable</span><span class="p">):</span> +</span><span id="L-132"><a href="#L-132"><span class="linenos">132</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_subqueries</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">node</span><span class="p">)</span> +</span><span id="L-133"><a href="#L-133"><span class="linenos">133</span></a> +</span><span id="L-134"><a href="#L-134"><span class="linenos">134</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_collected</span> <span class="o">=</span> <span class="kc">True</span> </span><span id="L-135"><a href="#L-135"><span class="linenos">135</span></a> -</span><span id="L-136"><a href="#L-136"><span class="linenos">136</span></a> <span class="k">def</span> <span class="nf">walk</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span> -</span><span id="L-137"><a href="#L-137"><span class="linenos">137</span></a> <span class="k">return</span> <span class="n">walk_in_scope</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="n">bfs</span><span class="p">)</span> -</span><span id="L-138"><a href="#L-138"><span class="linenos">138</span></a> -</span><span id="L-139"><a href="#L-139"><span class="linenos">139</span></a> <span class="k">def</span> <span class="nf">find</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">expression_types</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span> -</span><span id="L-140"><a href="#L-140"><span class="linenos">140</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-141"><a href="#L-141"><span class="linenos">141</span></a><span class="sd"> Returns the first node in this scope which matches at least one of the specified types.</span> +</span><span id="L-136"><a href="#L-136"><span class="linenos">136</span></a> <span class="k">def</span> <span class="nf">_ensure_collected</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="L-137"><a href="#L-137"><span class="linenos">137</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">_collected</span><span class="p">:</span> +</span><span id="L-138"><a href="#L-138"><span class="linenos">138</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_collect</span><span class="p">()</span> +</span><span id="L-139"><a href="#L-139"><span class="linenos">139</span></a> +</span><span id="L-140"><a href="#L-140"><span class="linenos">140</span></a> <span class="k">def</span> <span class="nf">walk</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span> +</span><span id="L-141"><a href="#L-141"><span class="linenos">141</span></a> <span class="k">return</span> <span class="n">walk_in_scope</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="n">bfs</span><span class="p">)</span> </span><span id="L-142"><a href="#L-142"><span class="linenos">142</span></a> -</span><span id="L-143"><a href="#L-143"><span class="linenos">143</span></a><span class="sd"> This does NOT traverse into subscopes.</span> -</span><span id="L-144"><a href="#L-144"><span class="linenos">144</span></a> -</span><span id="L-145"><a href="#L-145"><span class="linenos">145</span></a><span class="sd"> Args:</span> -</span><span id="L-146"><a href="#L-146"><span class="linenos">146</span></a><span class="sd"> expression_types (type): the expression type(s) to match.</span> -</span><span id="L-147"><a href="#L-147"><span class="linenos">147</span></a><span class="sd"> bfs (bool): True to use breadth-first search, False to use depth-first.</span> +</span><span id="L-143"><a href="#L-143"><span class="linenos">143</span></a> <span class="k">def</span> <span class="nf">find</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">expression_types</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span> +</span><span id="L-144"><a href="#L-144"><span class="linenos">144</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-145"><a href="#L-145"><span class="linenos">145</span></a><span class="sd"> Returns the first node in this scope which matches at least one of the specified types.</span> +</span><span id="L-146"><a href="#L-146"><span class="linenos">146</span></a> +</span><span id="L-147"><a href="#L-147"><span class="linenos">147</span></a><span class="sd"> This does NOT traverse into subscopes.</span> </span><span id="L-148"><a href="#L-148"><span class="linenos">148</span></a> -</span><span id="L-149"><a href="#L-149"><span class="linenos">149</span></a><span class="sd"> Returns:</span> -</span><span id="L-150"><a href="#L-150"><span class="linenos">150</span></a><span class="sd"> exp.Expression: the node which matches the criteria or None if no node matching</span> -</span><span id="L-151"><a href="#L-151"><span class="linenos">151</span></a><span class="sd"> the criteria was found.</span> -</span><span id="L-152"><a href="#L-152"><span class="linenos">152</span></a><span class="sd"> """</span> -</span><span id="L-153"><a href="#L-153"><span class="linenos">153</span></a> <span class="k">return</span> <span class="nb">next</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">find_all</span><span class="p">(</span><span class="o">*</span><span class="n">expression_types</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="n">bfs</span><span class="p">),</span> <span class="kc">None</span><span class="p">)</span> -</span><span id="L-154"><a href="#L-154"><span class="linenos">154</span></a> -</span><span id="L-155"><a href="#L-155"><span class="linenos">155</span></a> <span class="k">def</span> <span class="nf">find_all</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">expression_types</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span> -</span><span id="L-156"><a href="#L-156"><span class="linenos">156</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-157"><a href="#L-157"><span class="linenos">157</span></a><span class="sd"> Returns a generator object which visits all nodes in this scope and only yields those that</span> -</span><span id="L-158"><a href="#L-158"><span class="linenos">158</span></a><span class="sd"> match at least one of the specified expression types.</span> -</span><span id="L-159"><a href="#L-159"><span class="linenos">159</span></a> -</span><span id="L-160"><a href="#L-160"><span class="linenos">160</span></a><span class="sd"> This does NOT traverse into subscopes.</span> -</span><span id="L-161"><a href="#L-161"><span class="linenos">161</span></a> -</span><span id="L-162"><a href="#L-162"><span class="linenos">162</span></a><span class="sd"> Args:</span> -</span><span id="L-163"><a href="#L-163"><span class="linenos">163</span></a><span class="sd"> expression_types (type): the expression type(s) to match.</span> -</span><span id="L-164"><a href="#L-164"><span class="linenos">164</span></a><span class="sd"> bfs (bool): True to use breadth-first search, False to use depth-first.</span> +</span><span id="L-149"><a href="#L-149"><span class="linenos">149</span></a><span class="sd"> Args:</span> +</span><span id="L-150"><a href="#L-150"><span class="linenos">150</span></a><span class="sd"> expression_types (type): the expression type(s) to match.</span> +</span><span id="L-151"><a href="#L-151"><span class="linenos">151</span></a><span class="sd"> bfs (bool): True to use breadth-first search, False to use depth-first.</span> +</span><span id="L-152"><a href="#L-152"><span class="linenos">152</span></a> +</span><span id="L-153"><a href="#L-153"><span class="linenos">153</span></a><span class="sd"> Returns:</span> +</span><span id="L-154"><a href="#L-154"><span class="linenos">154</span></a><span class="sd"> exp.Expression: the node which matches the criteria or None if no node matching</span> +</span><span id="L-155"><a href="#L-155"><span class="linenos">155</span></a><span class="sd"> the criteria was found.</span> +</span><span id="L-156"><a href="#L-156"><span class="linenos">156</span></a><span class="sd"> """</span> +</span><span id="L-157"><a href="#L-157"><span class="linenos">157</span></a> <span class="k">return</span> <span class="nb">next</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">find_all</span><span class="p">(</span><span class="o">*</span><span class="n">expression_types</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="n">bfs</span><span class="p">),</span> <span class="kc">None</span><span class="p">)</span> +</span><span id="L-158"><a href="#L-158"><span class="linenos">158</span></a> +</span><span id="L-159"><a href="#L-159"><span class="linenos">159</span></a> <span class="k">def</span> <span class="nf">find_all</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">expression_types</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span> +</span><span id="L-160"><a href="#L-160"><span class="linenos">160</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-161"><a href="#L-161"><span class="linenos">161</span></a><span class="sd"> Returns a generator object which visits all nodes in this scope and only yields those that</span> +</span><span id="L-162"><a href="#L-162"><span class="linenos">162</span></a><span class="sd"> match at least one of the specified expression types.</span> +</span><span id="L-163"><a href="#L-163"><span class="linenos">163</span></a> +</span><span id="L-164"><a href="#L-164"><span class="linenos">164</span></a><span class="sd"> This does NOT traverse into subscopes.</span> </span><span id="L-165"><a href="#L-165"><span class="linenos">165</span></a> -</span><span id="L-166"><a href="#L-166"><span class="linenos">166</span></a><span class="sd"> Yields:</span> -</span><span id="L-167"><a href="#L-167"><span class="linenos">167</span></a><span class="sd"> exp.Expression: nodes</span> -</span><span id="L-168"><a href="#L-168"><span class="linenos">168</span></a><span class="sd"> """</span> -</span><span id="L-169"><a href="#L-169"><span class="linenos">169</span></a> <span class="k">for</span> <span class="n">expression</span><span class="p">,</span> <span class="o">*</span><span class="n">_</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">walk</span><span class="p">(</span><span class="n">bfs</span><span class="o">=</span><span class="n">bfs</span><span class="p">):</span> -</span><span id="L-170"><a href="#L-170"><span class="linenos">170</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">expression_types</span><span class="p">):</span> -</span><span id="L-171"><a href="#L-171"><span class="linenos">171</span></a> <span class="k">yield</span> <span class="n">expression</span> -</span><span id="L-172"><a href="#L-172"><span class="linenos">172</span></a> -</span><span id="L-173"><a href="#L-173"><span class="linenos">173</span></a> <span class="k">def</span> <span class="nf">replace</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">old</span><span class="p">,</span> <span class="n">new</span><span class="p">):</span> -</span><span id="L-174"><a href="#L-174"><span class="linenos">174</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-175"><a href="#L-175"><span class="linenos">175</span></a><span class="sd"> Replace `old` with `new`.</span> +</span><span id="L-166"><a href="#L-166"><span class="linenos">166</span></a><span class="sd"> Args:</span> +</span><span id="L-167"><a href="#L-167"><span class="linenos">167</span></a><span class="sd"> expression_types (type): the expression type(s) to match.</span> +</span><span id="L-168"><a href="#L-168"><span class="linenos">168</span></a><span class="sd"> bfs (bool): True to use breadth-first search, False to use depth-first.</span> +</span><span id="L-169"><a href="#L-169"><span class="linenos">169</span></a> +</span><span id="L-170"><a href="#L-170"><span class="linenos">170</span></a><span class="sd"> Yields:</span> +</span><span id="L-171"><a href="#L-171"><span class="linenos">171</span></a><span class="sd"> exp.Expression: nodes</span> +</span><span id="L-172"><a href="#L-172"><span class="linenos">172</span></a><span class="sd"> """</span> +</span><span id="L-173"><a href="#L-173"><span class="linenos">173</span></a> <span class="k">for</span> <span class="n">expression</span><span class="p">,</span> <span class="o">*</span><span class="n">_</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">walk</span><span class="p">(</span><span class="n">bfs</span><span class="o">=</span><span class="n">bfs</span><span class="p">):</span> +</span><span id="L-174"><a href="#L-174"><span class="linenos">174</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">expression_types</span><span class="p">):</span> +</span><span id="L-175"><a href="#L-175"><span class="linenos">175</span></a> <span class="k">yield</span> <span class="n">expression</span> </span><span id="L-176"><a href="#L-176"><span class="linenos">176</span></a> -</span><span id="L-177"><a href="#L-177"><span class="linenos">177</span></a><span class="sd"> This can be used instead of `exp.Expression.replace` to ensure the `Scope` is kept up-to-date.</span> -</span><span id="L-178"><a href="#L-178"><span class="linenos">178</span></a> -</span><span id="L-179"><a href="#L-179"><span class="linenos">179</span></a><span class="sd"> Args:</span> -</span><span id="L-180"><a href="#L-180"><span class="linenos">180</span></a><span class="sd"> old (exp.Expression): old node</span> -</span><span id="L-181"><a href="#L-181"><span class="linenos">181</span></a><span class="sd"> new (exp.Expression): new node</span> -</span><span id="L-182"><a href="#L-182"><span class="linenos">182</span></a><span class="sd"> """</span> -</span><span id="L-183"><a href="#L-183"><span class="linenos">183</span></a> <span class="n">old</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">new</span><span class="p">)</span> -</span><span id="L-184"><a href="#L-184"><span class="linenos">184</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">clear_cache</span><span class="p">()</span> -</span><span id="L-185"><a href="#L-185"><span class="linenos">185</span></a> -</span><span id="L-186"><a href="#L-186"><span class="linenos">186</span></a> <span class="nd">@property</span> -</span><span id="L-187"><a href="#L-187"><span class="linenos">187</span></a> <span class="k">def</span> <span class="nf">tables</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="L-188"><a href="#L-188"><span class="linenos">188</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-189"><a href="#L-189"><span class="linenos">189</span></a><span class="sd"> List of tables in this scope.</span> -</span><span id="L-190"><a href="#L-190"><span class="linenos">190</span></a> -</span><span id="L-191"><a href="#L-191"><span class="linenos">191</span></a><span class="sd"> Returns:</span> -</span><span id="L-192"><a href="#L-192"><span class="linenos">192</span></a><span class="sd"> list[exp.Table]: tables</span> -</span><span id="L-193"><a href="#L-193"><span class="linenos">193</span></a><span class="sd"> """</span> -</span><span id="L-194"><a href="#L-194"><span class="linenos">194</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_ensure_collected</span><span class="p">()</span> -</span><span id="L-195"><a href="#L-195"><span class="linenos">195</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_tables</span> -</span><span id="L-196"><a href="#L-196"><span class="linenos">196</span></a> -</span><span id="L-197"><a href="#L-197"><span class="linenos">197</span></a> <span class="nd">@property</span> -</span><span id="L-198"><a href="#L-198"><span class="linenos">198</span></a> <span class="k">def</span> <span class="nf">ctes</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="L-199"><a href="#L-199"><span class="linenos">199</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-200"><a href="#L-200"><span class="linenos">200</span></a><span class="sd"> List of CTEs in this scope.</span> -</span><span id="L-201"><a href="#L-201"><span class="linenos">201</span></a> -</span><span id="L-202"><a href="#L-202"><span class="linenos">202</span></a><span class="sd"> Returns:</span> -</span><span id="L-203"><a href="#L-203"><span class="linenos">203</span></a><span class="sd"> list[exp.CTE]: ctes</span> -</span><span id="L-204"><a href="#L-204"><span class="linenos">204</span></a><span class="sd"> """</span> -</span><span id="L-205"><a href="#L-205"><span class="linenos">205</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_ensure_collected</span><span class="p">()</span> -</span><span id="L-206"><a href="#L-206"><span class="linenos">206</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_ctes</span> -</span><span id="L-207"><a href="#L-207"><span class="linenos">207</span></a> -</span><span id="L-208"><a href="#L-208"><span class="linenos">208</span></a> <span class="nd">@property</span> -</span><span id="L-209"><a href="#L-209"><span class="linenos">209</span></a> <span class="k">def</span> <span class="nf">derived_tables</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="L-210"><a href="#L-210"><span class="linenos">210</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-211"><a href="#L-211"><span class="linenos">211</span></a><span class="sd"> List of derived tables in this scope.</span> -</span><span id="L-212"><a href="#L-212"><span class="linenos">212</span></a> -</span><span id="L-213"><a href="#L-213"><span class="linenos">213</span></a><span class="sd"> For example:</span> -</span><span id="L-214"><a href="#L-214"><span class="linenos">214</span></a><span class="sd"> SELECT * FROM (SELECT ...) <- that's a derived table</span> -</span><span id="L-215"><a href="#L-215"><span class="linenos">215</span></a> -</span><span id="L-216"><a href="#L-216"><span class="linenos">216</span></a><span class="sd"> Returns:</span> -</span><span id="L-217"><a href="#L-217"><span class="linenos">217</span></a><span class="sd"> list[exp.Subquery]: derived tables</span> -</span><span id="L-218"><a href="#L-218"><span class="linenos">218</span></a><span class="sd"> """</span> -</span><span id="L-219"><a href="#L-219"><span class="linenos">219</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_ensure_collected</span><span class="p">()</span> -</span><span id="L-220"><a href="#L-220"><span class="linenos">220</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_derived_tables</span> -</span><span id="L-221"><a href="#L-221"><span class="linenos">221</span></a> -</span><span id="L-222"><a href="#L-222"><span class="linenos">222</span></a> <span class="nd">@property</span> -</span><span id="L-223"><a href="#L-223"><span class="linenos">223</span></a> <span class="k">def</span> <span class="nf">udtfs</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="L-224"><a href="#L-224"><span class="linenos">224</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-225"><a href="#L-225"><span class="linenos">225</span></a><span class="sd"> List of "User Defined Tabular Functions" in this scope.</span> -</span><span id="L-226"><a href="#L-226"><span class="linenos">226</span></a> -</span><span id="L-227"><a href="#L-227"><span class="linenos">227</span></a><span class="sd"> Returns:</span> -</span><span id="L-228"><a href="#L-228"><span class="linenos">228</span></a><span class="sd"> list[exp.UDTF]: UDTFs</span> -</span><span id="L-229"><a href="#L-229"><span class="linenos">229</span></a><span class="sd"> """</span> -</span><span id="L-230"><a href="#L-230"><span class="linenos">230</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_ensure_collected</span><span class="p">()</span> -</span><span id="L-231"><a href="#L-231"><span class="linenos">231</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_udtfs</span> -</span><span id="L-232"><a href="#L-232"><span class="linenos">232</span></a> -</span><span id="L-233"><a href="#L-233"><span class="linenos">233</span></a> <span class="nd">@property</span> -</span><span id="L-234"><a href="#L-234"><span class="linenos">234</span></a> <span class="k">def</span> <span class="nf">subqueries</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="L-235"><a href="#L-235"><span class="linenos">235</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-236"><a href="#L-236"><span class="linenos">236</span></a><span class="sd"> List of subqueries in this scope.</span> -</span><span id="L-237"><a href="#L-237"><span class="linenos">237</span></a> -</span><span id="L-238"><a href="#L-238"><span class="linenos">238</span></a><span class="sd"> For example:</span> -</span><span id="L-239"><a href="#L-239"><span class="linenos">239</span></a><span class="sd"> SELECT * FROM x WHERE a IN (SELECT ...) <- that's a subquery</span> -</span><span id="L-240"><a href="#L-240"><span class="linenos">240</span></a> -</span><span id="L-241"><a href="#L-241"><span class="linenos">241</span></a><span class="sd"> Returns:</span> -</span><span id="L-242"><a href="#L-242"><span class="linenos">242</span></a><span class="sd"> list[exp.Subqueryable]: subqueries</span> -</span><span id="L-243"><a href="#L-243"><span class="linenos">243</span></a><span class="sd"> """</span> -</span><span id="L-244"><a href="#L-244"><span class="linenos">244</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_ensure_collected</span><span class="p">()</span> -</span><span id="L-245"><a href="#L-245"><span class="linenos">245</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_subqueries</span> -</span><span id="L-246"><a href="#L-246"><span class="linenos">246</span></a> -</span><span id="L-247"><a href="#L-247"><span class="linenos">247</span></a> <span class="nd">@property</span> -</span><span id="L-248"><a href="#L-248"><span class="linenos">248</span></a> <span class="k">def</span> <span class="nf">columns</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="L-249"><a href="#L-249"><span class="linenos">249</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-250"><a href="#L-250"><span class="linenos">250</span></a><span class="sd"> List of columns in this scope.</span> -</span><span id="L-251"><a href="#L-251"><span class="linenos">251</span></a> -</span><span id="L-252"><a href="#L-252"><span class="linenos">252</span></a><span class="sd"> Returns:</span> -</span><span id="L-253"><a href="#L-253"><span class="linenos">253</span></a><span class="sd"> list[exp.Column]: Column instances in this scope, plus any</span> -</span><span id="L-254"><a href="#L-254"><span class="linenos">254</span></a><span class="sd"> Columns that reference this scope from correlated subqueries.</span> -</span><span id="L-255"><a href="#L-255"><span class="linenos">255</span></a><span class="sd"> """</span> -</span><span id="L-256"><a href="#L-256"><span class="linenos">256</span></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_columns</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> -</span><span id="L-257"><a href="#L-257"><span class="linenos">257</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_ensure_collected</span><span class="p">()</span> -</span><span id="L-258"><a href="#L-258"><span class="linenos">258</span></a> <span class="n">columns</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_raw_columns</span> -</span><span id="L-259"><a href="#L-259"><span class="linenos">259</span></a> -</span><span id="L-260"><a href="#L-260"><span class="linenos">260</span></a> <span class="n">external_columns</span> <span class="o">=</span> <span class="p">[</span> -</span><span id="L-261"><a href="#L-261"><span class="linenos">261</span></a> <span class="n">column</span> -</span><span id="L-262"><a href="#L-262"><span class="linenos">262</span></a> <span class="k">for</span> <span class="n">scope</span> <span class="ow">in</span> <span class="n">itertools</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">subquery_scopes</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">udtf_scopes</span><span class="p">)</span> -</span><span id="L-263"><a href="#L-263"><span class="linenos">263</span></a> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">external_columns</span> -</span><span id="L-264"><a href="#L-264"><span class="linenos">264</span></a> <span class="p">]</span> -</span><span id="L-265"><a href="#L-265"><span class="linenos">265</span></a> -</span><span id="L-266"><a href="#L-266"><span class="linenos">266</span></a> <span class="n">named_selects</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">named_selects</span><span class="p">)</span> -</span><span id="L-267"><a href="#L-267"><span class="linenos">267</span></a> -</span><span id="L-268"><a href="#L-268"><span class="linenos">268</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_columns</span> <span class="o">=</span> <span class="p">[]</span> -</span><span id="L-269"><a href="#L-269"><span class="linenos">269</span></a> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="n">columns</span> <span class="o">+</span> <span class="n">external_columns</span><span class="p">:</span> -</span><span id="L-270"><a href="#L-270"><span class="linenos">270</span></a> <span class="n">ancestor</span> <span class="o">=</span> <span class="n">column</span><span class="o">.</span><span class="n">find_ancestor</span><span class="p">(</span> -</span><span id="L-271"><a href="#L-271"><span class="linenos">271</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Qualify</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Order</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Having</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Hint</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span> -</span><span id="L-272"><a href="#L-272"><span class="linenos">272</span></a> <span class="p">)</span> -</span><span id="L-273"><a href="#L-273"><span class="linenos">273</span></a> <span class="k">if</span> <span class="p">(</span> -</span><span id="L-274"><a href="#L-274"><span class="linenos">274</span></a> <span class="ow">not</span> <span class="n">ancestor</span> -</span><span id="L-275"><a href="#L-275"><span class="linenos">275</span></a> <span class="ow">or</span> <span class="n">column</span><span class="o">.</span><span class="n">table</span> -</span><span id="L-276"><a href="#L-276"><span class="linenos">276</span></a> <span class="ow">or</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">ancestor</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">)</span> -</span><span id="L-277"><a href="#L-277"><span class="linenos">277</span></a> <span class="ow">or</span> <span class="p">(</span> -</span><span id="L-278"><a href="#L-278"><span class="linenos">278</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">ancestor</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Order</span><span class="p">)</span> -</span><span id="L-279"><a href="#L-279"><span class="linenos">279</span></a> <span class="ow">and</span> <span class="p">(</span> -</span><span id="L-280"><a href="#L-280"><span class="linenos">280</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">ancestor</span><span class="o">.</span><span class="n">parent</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Window</span><span class="p">)</span> -</span><span id="L-281"><a href="#L-281"><span class="linenos">281</span></a> <span class="ow">or</span> <span class="n">column</span><span class="o">.</span><span class="n">name</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">named_selects</span> -</span><span id="L-282"><a href="#L-282"><span class="linenos">282</span></a> <span class="p">)</span> -</span><span id="L-283"><a href="#L-283"><span class="linenos">283</span></a> <span class="p">)</span> -</span><span id="L-284"><a href="#L-284"><span class="linenos">284</span></a> <span class="p">):</span> -</span><span id="L-285"><a href="#L-285"><span class="linenos">285</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_columns</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">column</span><span class="p">)</span> -</span><span id="L-286"><a href="#L-286"><span class="linenos">286</span></a> -</span><span id="L-287"><a href="#L-287"><span class="linenos">287</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_columns</span> -</span><span id="L-288"><a href="#L-288"><span class="linenos">288</span></a> -</span><span id="L-289"><a href="#L-289"><span class="linenos">289</span></a> <span class="nd">@property</span> -</span><span id="L-290"><a href="#L-290"><span class="linenos">290</span></a> <span class="k">def</span> <span class="nf">selected_sources</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="L-291"><a href="#L-291"><span class="linenos">291</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-292"><a href="#L-292"><span class="linenos">292</span></a><span class="sd"> Mapping of nodes and sources that are actually selected from in this scope.</span> +</span><span id="L-177"><a href="#L-177"><span class="linenos">177</span></a> <span class="k">def</span> <span class="nf">replace</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">old</span><span class="p">,</span> <span class="n">new</span><span class="p">):</span> +</span><span id="L-178"><a href="#L-178"><span class="linenos">178</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-179"><a href="#L-179"><span class="linenos">179</span></a><span class="sd"> Replace `old` with `new`.</span> +</span><span id="L-180"><a href="#L-180"><span class="linenos">180</span></a> +</span><span id="L-181"><a href="#L-181"><span class="linenos">181</span></a><span class="sd"> This can be used instead of `exp.Expression.replace` to ensure the `Scope` is kept up-to-date.</span> +</span><span id="L-182"><a href="#L-182"><span class="linenos">182</span></a> +</span><span id="L-183"><a href="#L-183"><span class="linenos">183</span></a><span class="sd"> Args:</span> +</span><span id="L-184"><a href="#L-184"><span class="linenos">184</span></a><span class="sd"> old (exp.Expression): old node</span> +</span><span id="L-185"><a href="#L-185"><span class="linenos">185</span></a><span class="sd"> new (exp.Expression): new node</span> +</span><span id="L-186"><a href="#L-186"><span class="linenos">186</span></a><span class="sd"> """</span> +</span><span id="L-187"><a href="#L-187"><span class="linenos">187</span></a> <span class="n">old</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">new</span><span class="p">)</span> +</span><span id="L-188"><a href="#L-188"><span class="linenos">188</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">clear_cache</span><span class="p">()</span> +</span><span id="L-189"><a href="#L-189"><span class="linenos">189</span></a> +</span><span id="L-190"><a href="#L-190"><span class="linenos">190</span></a> <span class="nd">@property</span> +</span><span id="L-191"><a href="#L-191"><span class="linenos">191</span></a> <span class="k">def</span> <span class="nf">tables</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="L-192"><a href="#L-192"><span class="linenos">192</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-193"><a href="#L-193"><span class="linenos">193</span></a><span class="sd"> List of tables in this scope.</span> +</span><span id="L-194"><a href="#L-194"><span class="linenos">194</span></a> +</span><span id="L-195"><a href="#L-195"><span class="linenos">195</span></a><span class="sd"> Returns:</span> +</span><span id="L-196"><a href="#L-196"><span class="linenos">196</span></a><span class="sd"> list[exp.Table]: tables</span> +</span><span id="L-197"><a href="#L-197"><span class="linenos">197</span></a><span class="sd"> """</span> +</span><span id="L-198"><a href="#L-198"><span class="linenos">198</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_ensure_collected</span><span class="p">()</span> +</span><span id="L-199"><a href="#L-199"><span class="linenos">199</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_tables</span> +</span><span id="L-200"><a href="#L-200"><span class="linenos">200</span></a> +</span><span id="L-201"><a href="#L-201"><span class="linenos">201</span></a> <span class="nd">@property</span> +</span><span id="L-202"><a href="#L-202"><span class="linenos">202</span></a> <span class="k">def</span> <span class="nf">ctes</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="L-203"><a href="#L-203"><span class="linenos">203</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-204"><a href="#L-204"><span class="linenos">204</span></a><span class="sd"> List of CTEs in this scope.</span> +</span><span id="L-205"><a href="#L-205"><span class="linenos">205</span></a> +</span><span id="L-206"><a href="#L-206"><span class="linenos">206</span></a><span class="sd"> Returns:</span> +</span><span id="L-207"><a href="#L-207"><span class="linenos">207</span></a><span class="sd"> list[exp.CTE]: ctes</span> +</span><span id="L-208"><a href="#L-208"><span class="linenos">208</span></a><span class="sd"> """</span> +</span><span id="L-209"><a href="#L-209"><span class="linenos">209</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_ensure_collected</span><span class="p">()</span> +</span><span id="L-210"><a href="#L-210"><span class="linenos">210</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_ctes</span> +</span><span id="L-211"><a href="#L-211"><span class="linenos">211</span></a> +</span><span id="L-212"><a href="#L-212"><span class="linenos">212</span></a> <span class="nd">@property</span> +</span><span id="L-213"><a href="#L-213"><span class="linenos">213</span></a> <span class="k">def</span> <span class="nf">derived_tables</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="L-214"><a href="#L-214"><span class="linenos">214</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-215"><a href="#L-215"><span class="linenos">215</span></a><span class="sd"> List of derived tables in this scope.</span> +</span><span id="L-216"><a href="#L-216"><span class="linenos">216</span></a> +</span><span id="L-217"><a href="#L-217"><span class="linenos">217</span></a><span class="sd"> For example:</span> +</span><span id="L-218"><a href="#L-218"><span class="linenos">218</span></a><span class="sd"> SELECT * FROM (SELECT ...) <- that's a derived table</span> +</span><span id="L-219"><a href="#L-219"><span class="linenos">219</span></a> +</span><span id="L-220"><a href="#L-220"><span class="linenos">220</span></a><span class="sd"> Returns:</span> +</span><span id="L-221"><a href="#L-221"><span class="linenos">221</span></a><span class="sd"> list[exp.Subquery]: derived tables</span> +</span><span id="L-222"><a href="#L-222"><span class="linenos">222</span></a><span class="sd"> """</span> +</span><span id="L-223"><a href="#L-223"><span class="linenos">223</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_ensure_collected</span><span class="p">()</span> +</span><span id="L-224"><a href="#L-224"><span class="linenos">224</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_derived_tables</span> +</span><span id="L-225"><a href="#L-225"><span class="linenos">225</span></a> +</span><span id="L-226"><a href="#L-226"><span class="linenos">226</span></a> <span class="nd">@property</span> +</span><span id="L-227"><a href="#L-227"><span class="linenos">227</span></a> <span class="k">def</span> <span class="nf">udtfs</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="L-228"><a href="#L-228"><span class="linenos">228</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-229"><a href="#L-229"><span class="linenos">229</span></a><span class="sd"> List of "User Defined Tabular Functions" in this scope.</span> +</span><span id="L-230"><a href="#L-230"><span class="linenos">230</span></a> +</span><span id="L-231"><a href="#L-231"><span class="linenos">231</span></a><span class="sd"> Returns:</span> +</span><span id="L-232"><a href="#L-232"><span class="linenos">232</span></a><span class="sd"> list[exp.UDTF]: UDTFs</span> +</span><span id="L-233"><a href="#L-233"><span class="linenos">233</span></a><span class="sd"> """</span> +</span><span id="L-234"><a href="#L-234"><span class="linenos">234</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_ensure_collected</span><span class="p">()</span> +</span><span id="L-235"><a href="#L-235"><span class="linenos">235</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_udtfs</span> +</span><span id="L-236"><a href="#L-236"><span class="linenos">236</span></a> +</span><span id="L-237"><a href="#L-237"><span class="linenos">237</span></a> <span class="nd">@property</span> +</span><span id="L-238"><a href="#L-238"><span class="linenos">238</span></a> <span class="k">def</span> <span class="nf">subqueries</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="L-239"><a href="#L-239"><span class="linenos">239</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-240"><a href="#L-240"><span class="linenos">240</span></a><span class="sd"> List of subqueries in this scope.</span> +</span><span id="L-241"><a href="#L-241"><span class="linenos">241</span></a> +</span><span id="L-242"><a href="#L-242"><span class="linenos">242</span></a><span class="sd"> For example:</span> +</span><span id="L-243"><a href="#L-243"><span class="linenos">243</span></a><span class="sd"> SELECT * FROM x WHERE a IN (SELECT ...) <- that's a subquery</span> +</span><span id="L-244"><a href="#L-244"><span class="linenos">244</span></a> +</span><span id="L-245"><a href="#L-245"><span class="linenos">245</span></a><span class="sd"> Returns:</span> +</span><span id="L-246"><a href="#L-246"><span class="linenos">246</span></a><span class="sd"> list[exp.Subqueryable]: subqueries</span> +</span><span id="L-247"><a href="#L-247"><span class="linenos">247</span></a><span class="sd"> """</span> +</span><span id="L-248"><a href="#L-248"><span class="linenos">248</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_ensure_collected</span><span class="p">()</span> +</span><span id="L-249"><a href="#L-249"><span class="linenos">249</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_subqueries</span> +</span><span id="L-250"><a href="#L-250"><span class="linenos">250</span></a> +</span><span id="L-251"><a href="#L-251"><span class="linenos">251</span></a> <span class="nd">@property</span> +</span><span id="L-252"><a href="#L-252"><span class="linenos">252</span></a> <span class="k">def</span> <span class="nf">columns</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="L-253"><a href="#L-253"><span class="linenos">253</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-254"><a href="#L-254"><span class="linenos">254</span></a><span class="sd"> List of columns in this scope.</span> +</span><span id="L-255"><a href="#L-255"><span class="linenos">255</span></a> +</span><span id="L-256"><a href="#L-256"><span class="linenos">256</span></a><span class="sd"> Returns:</span> +</span><span id="L-257"><a href="#L-257"><span class="linenos">257</span></a><span class="sd"> list[exp.Column]: Column instances in this scope, plus any</span> +</span><span id="L-258"><a href="#L-258"><span class="linenos">258</span></a><span class="sd"> Columns that reference this scope from correlated subqueries.</span> +</span><span id="L-259"><a href="#L-259"><span class="linenos">259</span></a><span class="sd"> """</span> +</span><span id="L-260"><a href="#L-260"><span class="linenos">260</span></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_columns</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> +</span><span id="L-261"><a href="#L-261"><span class="linenos">261</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_ensure_collected</span><span class="p">()</span> +</span><span id="L-262"><a href="#L-262"><span class="linenos">262</span></a> <span class="n">columns</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_raw_columns</span> +</span><span id="L-263"><a href="#L-263"><span class="linenos">263</span></a> +</span><span id="L-264"><a href="#L-264"><span class="linenos">264</span></a> <span class="n">external_columns</span> <span class="o">=</span> <span class="p">[</span> +</span><span id="L-265"><a href="#L-265"><span class="linenos">265</span></a> <span class="n">column</span> +</span><span id="L-266"><a href="#L-266"><span class="linenos">266</span></a> <span class="k">for</span> <span class="n">scope</span> <span class="ow">in</span> <span class="n">itertools</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">subquery_scopes</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">udtf_scopes</span><span class="p">)</span> +</span><span id="L-267"><a href="#L-267"><span class="linenos">267</span></a> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">external_columns</span> +</span><span id="L-268"><a href="#L-268"><span class="linenos">268</span></a> <span class="p">]</span> +</span><span id="L-269"><a href="#L-269"><span class="linenos">269</span></a> +</span><span id="L-270"><a href="#L-270"><span class="linenos">270</span></a> <span class="n">named_selects</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">named_selects</span><span class="p">)</span> +</span><span id="L-271"><a href="#L-271"><span class="linenos">271</span></a> +</span><span id="L-272"><a href="#L-272"><span class="linenos">272</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_columns</span> <span class="o">=</span> <span class="p">[]</span> +</span><span id="L-273"><a href="#L-273"><span class="linenos">273</span></a> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="n">columns</span> <span class="o">+</span> <span class="n">external_columns</span><span class="p">:</span> +</span><span id="L-274"><a href="#L-274"><span class="linenos">274</span></a> <span class="n">ancestor</span> <span class="o">=</span> <span class="n">column</span><span class="o">.</span><span class="n">find_ancestor</span><span class="p">(</span> +</span><span id="L-275"><a href="#L-275"><span class="linenos">275</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Qualify</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Order</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Having</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Hint</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span> +</span><span id="L-276"><a href="#L-276"><span class="linenos">276</span></a> <span class="p">)</span> +</span><span id="L-277"><a href="#L-277"><span class="linenos">277</span></a> <span class="k">if</span> <span class="p">(</span> +</span><span id="L-278"><a href="#L-278"><span class="linenos">278</span></a> <span class="ow">not</span> <span class="n">ancestor</span> +</span><span id="L-279"><a href="#L-279"><span class="linenos">279</span></a> <span class="ow">or</span> <span class="n">column</span><span class="o">.</span><span class="n">table</span> +</span><span id="L-280"><a href="#L-280"><span class="linenos">280</span></a> <span class="ow">or</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">ancestor</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">)</span> +</span><span id="L-281"><a href="#L-281"><span class="linenos">281</span></a> <span class="ow">or</span> <span class="p">(</span><span class="nb">isinstance</span><span class="p">(</span><span class="n">ancestor</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">)</span> <span class="ow">and</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">ancestor</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Func</span><span class="p">))</span> +</span><span id="L-282"><a href="#L-282"><span class="linenos">282</span></a> <span class="ow">or</span> <span class="p">(</span> +</span><span id="L-283"><a href="#L-283"><span class="linenos">283</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">ancestor</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Order</span><span class="p">)</span> +</span><span id="L-284"><a href="#L-284"><span class="linenos">284</span></a> <span class="ow">and</span> <span class="p">(</span> +</span><span id="L-285"><a href="#L-285"><span class="linenos">285</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">ancestor</span><span class="o">.</span><span class="n">parent</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Window</span><span class="p">)</span> +</span><span id="L-286"><a href="#L-286"><span class="linenos">286</span></a> <span class="ow">or</span> <span class="n">column</span><span class="o">.</span><span class="n">name</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">named_selects</span> +</span><span id="L-287"><a href="#L-287"><span class="linenos">287</span></a> <span class="p">)</span> +</span><span id="L-288"><a href="#L-288"><span class="linenos">288</span></a> <span class="p">)</span> +</span><span id="L-289"><a href="#L-289"><span class="linenos">289</span></a> <span class="p">):</span> +</span><span id="L-290"><a href="#L-290"><span class="linenos">290</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_columns</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">column</span><span class="p">)</span> +</span><span id="L-291"><a href="#L-291"><span class="linenos">291</span></a> +</span><span id="L-292"><a href="#L-292"><span class="linenos">292</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_columns</span> </span><span id="L-293"><a href="#L-293"><span class="linenos">293</span></a> -</span><span id="L-294"><a href="#L-294"><span class="linenos">294</span></a><span class="sd"> That is, all tables in a schema are selectable at any point. But a</span> -</span><span id="L-295"><a href="#L-295"><span class="linenos">295</span></a><span class="sd"> table only becomes a selected source if it's included in a FROM or JOIN clause.</span> -</span><span id="L-296"><a href="#L-296"><span class="linenos">296</span></a> -</span><span id="L-297"><a href="#L-297"><span class="linenos">297</span></a><span class="sd"> Returns:</span> -</span><span id="L-298"><a href="#L-298"><span class="linenos">298</span></a><span class="sd"> dict[str, (exp.Table|exp.Select, exp.Table|Scope)]: selected sources and nodes</span> -</span><span id="L-299"><a href="#L-299"><span class="linenos">299</span></a><span class="sd"> """</span> -</span><span id="L-300"><a href="#L-300"><span class="linenos">300</span></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_selected_sources</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> -</span><span id="L-301"><a href="#L-301"><span class="linenos">301</span></a> <span class="n">result</span> <span class="o">=</span> <span class="p">{}</span> -</span><span id="L-302"><a href="#L-302"><span class="linenos">302</span></a> -</span><span id="L-303"><a href="#L-303"><span class="linenos">303</span></a> <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">node</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">references</span><span class="p">:</span> -</span><span id="L-304"><a href="#L-304"><span class="linenos">304</span></a> <span class="k">if</span> <span class="n">name</span> <span class="ow">in</span> <span class="n">result</span><span class="p">:</span> -</span><span id="L-305"><a href="#L-305"><span class="linenos">305</span></a> <span class="k">raise</span> <span class="n">OptimizeError</span><span class="p">(</span><span class="sa">f</span><span class="s2">"Alias already used: </span><span class="si">{</span><span class="n">name</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span> -</span><span id="L-306"><a href="#L-306"><span class="linenos">306</span></a> <span class="k">if</span> <span class="n">name</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="p">:</span> -</span><span id="L-307"><a href="#L-307"><span class="linenos">307</span></a> <span class="n">result</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="p">[</span><span class="n">name</span><span class="p">])</span> -</span><span id="L-308"><a href="#L-308"><span class="linenos">308</span></a> -</span><span id="L-309"><a href="#L-309"><span class="linenos">309</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_selected_sources</span> <span class="o">=</span> <span class="n">result</span> -</span><span id="L-310"><a href="#L-310"><span class="linenos">310</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_selected_sources</span> -</span><span id="L-311"><a href="#L-311"><span class="linenos">311</span></a> -</span><span id="L-312"><a href="#L-312"><span class="linenos">312</span></a> <span class="nd">@property</span> -</span><span id="L-313"><a href="#L-313"><span class="linenos">313</span></a> <span class="k">def</span> <span class="nf">references</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">t</span><span class="o">.</span><span class="n">List</span><span class="p">[</span><span class="n">t</span><span class="o">.</span><span class="n">Tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">]]:</span> -</span><span id="L-314"><a href="#L-314"><span class="linenos">314</span></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_references</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> -</span><span id="L-315"><a href="#L-315"><span class="linenos">315</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_references</span> <span class="o">=</span> <span class="p">[]</span> +</span><span id="L-294"><a href="#L-294"><span class="linenos">294</span></a> <span class="nd">@property</span> +</span><span id="L-295"><a href="#L-295"><span class="linenos">295</span></a> <span class="k">def</span> <span class="nf">selected_sources</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="L-296"><a href="#L-296"><span class="linenos">296</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-297"><a href="#L-297"><span class="linenos">297</span></a><span class="sd"> Mapping of nodes and sources that are actually selected from in this scope.</span> +</span><span id="L-298"><a href="#L-298"><span class="linenos">298</span></a> +</span><span id="L-299"><a href="#L-299"><span class="linenos">299</span></a><span class="sd"> That is, all tables in a schema are selectable at any point. But a</span> +</span><span id="L-300"><a href="#L-300"><span class="linenos">300</span></a><span class="sd"> table only becomes a selected source if it's included in a FROM or JOIN clause.</span> +</span><span id="L-301"><a href="#L-301"><span class="linenos">301</span></a> +</span><span id="L-302"><a href="#L-302"><span class="linenos">302</span></a><span class="sd"> Returns:</span> +</span><span id="L-303"><a href="#L-303"><span class="linenos">303</span></a><span class="sd"> dict[str, (exp.Table|exp.Select, exp.Table|Scope)]: selected sources and nodes</span> +</span><span id="L-304"><a href="#L-304"><span class="linenos">304</span></a><span class="sd"> """</span> +</span><span id="L-305"><a href="#L-305"><span class="linenos">305</span></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_selected_sources</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> +</span><span id="L-306"><a href="#L-306"><span class="linenos">306</span></a> <span class="n">result</span> <span class="o">=</span> <span class="p">{}</span> +</span><span id="L-307"><a href="#L-307"><span class="linenos">307</span></a> +</span><span id="L-308"><a href="#L-308"><span class="linenos">308</span></a> <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">node</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">references</span><span class="p">:</span> +</span><span id="L-309"><a href="#L-309"><span class="linenos">309</span></a> <span class="k">if</span> <span class="n">name</span> <span class="ow">in</span> <span class="n">result</span><span class="p">:</span> +</span><span id="L-310"><a href="#L-310"><span class="linenos">310</span></a> <span class="k">raise</span> <span class="n">OptimizeError</span><span class="p">(</span><span class="sa">f</span><span class="s2">"Alias already used: </span><span class="si">{</span><span class="n">name</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span> +</span><span id="L-311"><a href="#L-311"><span class="linenos">311</span></a> <span class="k">if</span> <span class="n">name</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="p">:</span> +</span><span id="L-312"><a href="#L-312"><span class="linenos">312</span></a> <span class="n">result</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="p">[</span><span class="n">name</span><span class="p">])</span> +</span><span id="L-313"><a href="#L-313"><span class="linenos">313</span></a> +</span><span id="L-314"><a href="#L-314"><span class="linenos">314</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_selected_sources</span> <span class="o">=</span> <span class="n">result</span> +</span><span id="L-315"><a href="#L-315"><span class="linenos">315</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_selected_sources</span> </span><span id="L-316"><a href="#L-316"><span class="linenos">316</span></a> -</span><span id="L-317"><a href="#L-317"><span class="linenos">317</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="p">:</span> -</span><span id="L-318"><a href="#L-318"><span class="linenos">318</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_references</span><span class="o">.</span><span class="n">append</span><span class="p">((</span><span class="n">table</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">,</span> <span class="n">table</span><span class="p">))</span> -</span><span id="L-319"><a href="#L-319"><span class="linenos">319</span></a> <span class="k">for</span> <span class="n">expression</span> <span class="ow">in</span> <span class="n">itertools</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">derived_tables</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">udtfs</span><span class="p">):</span> -</span><span id="L-320"><a href="#L-320"><span class="linenos">320</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_references</span><span class="o">.</span><span class="n">append</span><span class="p">(</span> -</span><span id="L-321"><a href="#L-321"><span class="linenos">321</span></a> <span class="p">(</span> -</span><span id="L-322"><a href="#L-322"><span class="linenos">322</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">alias</span><span class="p">,</span> -</span><span id="L-323"><a href="#L-323"><span class="linenos">323</span></a> <span class="n">expression</span> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"pivots"</span><span class="p">)</span> <span class="k">else</span> <span class="n">expression</span><span class="o">.</span><span class="n">unnest</span><span class="p">(),</span> -</span><span id="L-324"><a href="#L-324"><span class="linenos">324</span></a> <span class="p">)</span> -</span><span id="L-325"><a href="#L-325"><span class="linenos">325</span></a> <span class="p">)</span> -</span><span id="L-326"><a href="#L-326"><span class="linenos">326</span></a> -</span><span id="L-327"><a href="#L-327"><span class="linenos">327</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_references</span> -</span><span id="L-328"><a href="#L-328"><span class="linenos">328</span></a> -</span><span id="L-329"><a href="#L-329"><span class="linenos">329</span></a> <span class="nd">@property</span> -</span><span id="L-330"><a href="#L-330"><span class="linenos">330</span></a> <span class="k">def</span> <span class="nf">cte_sources</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="L-331"><a href="#L-331"><span class="linenos">331</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-332"><a href="#L-332"><span class="linenos">332</span></a><span class="sd"> Sources that are CTEs.</span> +</span><span id="L-317"><a href="#L-317"><span class="linenos">317</span></a> <span class="nd">@property</span> +</span><span id="L-318"><a href="#L-318"><span class="linenos">318</span></a> <span class="k">def</span> <span class="nf">references</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">t</span><span class="o">.</span><span class="n">List</span><span class="p">[</span><span class="n">t</span><span class="o">.</span><span class="n">Tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">]]:</span> +</span><span id="L-319"><a href="#L-319"><span class="linenos">319</span></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_references</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> +</span><span id="L-320"><a href="#L-320"><span class="linenos">320</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_references</span> <span class="o">=</span> <span class="p">[]</span> +</span><span id="L-321"><a href="#L-321"><span class="linenos">321</span></a> +</span><span id="L-322"><a href="#L-322"><span class="linenos">322</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="p">:</span> +</span><span id="L-323"><a href="#L-323"><span class="linenos">323</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_references</span><span class="o">.</span><span class="n">append</span><span class="p">((</span><span class="n">table</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">,</span> <span class="n">table</span><span class="p">))</span> +</span><span id="L-324"><a href="#L-324"><span class="linenos">324</span></a> <span class="k">for</span> <span class="n">expression</span> <span class="ow">in</span> <span class="n">itertools</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">derived_tables</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">udtfs</span><span class="p">):</span> +</span><span id="L-325"><a href="#L-325"><span class="linenos">325</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_references</span><span class="o">.</span><span class="n">append</span><span class="p">(</span> +</span><span id="L-326"><a href="#L-326"><span class="linenos">326</span></a> <span class="p">(</span> +</span><span id="L-327"><a href="#L-327"><span class="linenos">327</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">alias</span><span class="p">,</span> +</span><span id="L-328"><a href="#L-328"><span class="linenos">328</span></a> <span class="n">expression</span> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"pivots"</span><span class="p">)</span> <span class="k">else</span> <span class="n">expression</span><span class="o">.</span><span class="n">unnest</span><span class="p">(),</span> +</span><span id="L-329"><a href="#L-329"><span class="linenos">329</span></a> <span class="p">)</span> +</span><span id="L-330"><a href="#L-330"><span class="linenos">330</span></a> <span class="p">)</span> +</span><span id="L-331"><a href="#L-331"><span class="linenos">331</span></a> +</span><span id="L-332"><a href="#L-332"><span class="linenos">332</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_references</span> </span><span id="L-333"><a href="#L-333"><span class="linenos">333</span></a> -</span><span id="L-334"><a href="#L-334"><span class="linenos">334</span></a><span class="sd"> Returns:</span> -</span><span id="L-335"><a href="#L-335"><span class="linenos">335</span></a><span class="sd"> dict[str, Scope]: Mapping of source alias to Scope</span> -</span><span id="L-336"><a href="#L-336"><span class="linenos">336</span></a><span class="sd"> """</span> -</span><span id="L-337"><a href="#L-337"><span class="linenos">337</span></a> <span class="k">return</span> <span class="p">{</span> -</span><span id="L-338"><a href="#L-338"><span class="linenos">338</span></a> <span class="n">alias</span><span class="p">:</span> <span class="n">scope</span> -</span><span id="L-339"><a href="#L-339"><span class="linenos">339</span></a> <span class="k">for</span> <span class="n">alias</span><span class="p">,</span> <span class="n">scope</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">items</span><span class="p">()</span> -</span><span id="L-340"><a href="#L-340"><span class="linenos">340</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">scope</span><span class="p">,</span> <span class="n">Scope</span><span class="p">)</span> <span class="ow">and</span> <span class="n">scope</span><span class="o">.</span><span class="n">is_cte</span> -</span><span id="L-341"><a href="#L-341"><span class="linenos">341</span></a> <span class="p">}</span> -</span><span id="L-342"><a href="#L-342"><span class="linenos">342</span></a> -</span><span id="L-343"><a href="#L-343"><span class="linenos">343</span></a> <span class="nd">@property</span> -</span><span id="L-344"><a href="#L-344"><span class="linenos">344</span></a> <span class="k">def</span> <span class="nf">selects</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="L-345"><a href="#L-345"><span class="linenos">345</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-346"><a href="#L-346"><span class="linenos">346</span></a><span class="sd"> Select expressions of this scope.</span> +</span><span id="L-334"><a href="#L-334"><span class="linenos">334</span></a> <span class="nd">@property</span> +</span><span id="L-335"><a href="#L-335"><span class="linenos">335</span></a> <span class="k">def</span> <span class="nf">cte_sources</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="L-336"><a href="#L-336"><span class="linenos">336</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-337"><a href="#L-337"><span class="linenos">337</span></a><span class="sd"> Sources that are CTEs.</span> +</span><span id="L-338"><a href="#L-338"><span class="linenos">338</span></a> +</span><span id="L-339"><a href="#L-339"><span class="linenos">339</span></a><span class="sd"> Returns:</span> +</span><span id="L-340"><a href="#L-340"><span class="linenos">340</span></a><span class="sd"> dict[str, Scope]: Mapping of source alias to Scope</span> +</span><span id="L-341"><a href="#L-341"><span class="linenos">341</span></a><span class="sd"> """</span> +</span><span id="L-342"><a href="#L-342"><span class="linenos">342</span></a> <span class="k">return</span> <span class="p">{</span> +</span><span id="L-343"><a href="#L-343"><span class="linenos">343</span></a> <span class="n">alias</span><span class="p">:</span> <span class="n">scope</span> +</span><span id="L-344"><a href="#L-344"><span class="linenos">344</span></a> <span class="k">for</span> <span class="n">alias</span><span class="p">,</span> <span class="n">scope</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">items</span><span class="p">()</span> +</span><span id="L-345"><a href="#L-345"><span class="linenos">345</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">scope</span><span class="p">,</span> <span class="n">Scope</span><span class="p">)</span> <span class="ow">and</span> <span class="n">scope</span><span class="o">.</span><span class="n">is_cte</span> +</span><span id="L-346"><a href="#L-346"><span class="linenos">346</span></a> <span class="p">}</span> </span><span id="L-347"><a href="#L-347"><span class="linenos">347</span></a> -</span><span id="L-348"><a href="#L-348"><span class="linenos">348</span></a><span class="sd"> For example, for the following expression:</span> -</span><span id="L-349"><a href="#L-349"><span class="linenos">349</span></a><span class="sd"> SELECT 1 as a, 2 as b FROM x</span> -</span><span id="L-350"><a href="#L-350"><span class="linenos">350</span></a> -</span><span id="L-351"><a href="#L-351"><span class="linenos">351</span></a><span class="sd"> The outputs are the "1 as a" and "2 as b" expressions.</span> +</span><span id="L-348"><a href="#L-348"><span class="linenos">348</span></a> <span class="nd">@property</span> +</span><span id="L-349"><a href="#L-349"><span class="linenos">349</span></a> <span class="k">def</span> <span class="nf">external_columns</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="L-350"><a href="#L-350"><span class="linenos">350</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-351"><a href="#L-351"><span class="linenos">351</span></a><span class="sd"> Columns that appear to reference sources in outer scopes.</span> </span><span id="L-352"><a href="#L-352"><span class="linenos">352</span></a> </span><span id="L-353"><a href="#L-353"><span class="linenos">353</span></a><span class="sd"> Returns:</span> -</span><span id="L-354"><a href="#L-354"><span class="linenos">354</span></a><span class="sd"> list[exp.Expression]: expressions</span> -</span><span id="L-355"><a href="#L-355"><span class="linenos">355</span></a><span class="sd"> """</span> -</span><span id="L-356"><a href="#L-356"><span class="linenos">356</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Union</span><span class="p">):</span> -</span><span id="L-357"><a href="#L-357"><span class="linenos">357</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">unnest</span><span class="p">()</span><span class="o">.</span><span class="n">selects</span> -</span><span id="L-358"><a href="#L-358"><span class="linenos">358</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">selects</span> -</span><span id="L-359"><a href="#L-359"><span class="linenos">359</span></a> -</span><span id="L-360"><a href="#L-360"><span class="linenos">360</span></a> <span class="nd">@property</span> -</span><span id="L-361"><a href="#L-361"><span class="linenos">361</span></a> <span class="k">def</span> <span class="nf">external_columns</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="L-362"><a href="#L-362"><span class="linenos">362</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-363"><a href="#L-363"><span class="linenos">363</span></a><span class="sd"> Columns that appear to reference sources in outer scopes.</span> -</span><span id="L-364"><a href="#L-364"><span class="linenos">364</span></a> -</span><span id="L-365"><a href="#L-365"><span class="linenos">365</span></a><span class="sd"> Returns:</span> -</span><span id="L-366"><a href="#L-366"><span class="linenos">366</span></a><span class="sd"> list[exp.Column]: Column instances that don't reference</span> -</span><span id="L-367"><a href="#L-367"><span class="linenos">367</span></a><span class="sd"> sources in the current scope.</span> -</span><span id="L-368"><a href="#L-368"><span class="linenos">368</span></a><span class="sd"> """</span> -</span><span id="L-369"><a href="#L-369"><span class="linenos">369</span></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_external_columns</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> -</span><span id="L-370"><a href="#L-370"><span class="linenos">370</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_external_columns</span> <span class="o">=</span> <span class="p">[</span> -</span><span id="L-371"><a href="#L-371"><span class="linenos">371</span></a> <span class="n">c</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">table</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">selected_sources</span> -</span><span id="L-372"><a href="#L-372"><span class="linenos">372</span></a> <span class="p">]</span> -</span><span id="L-373"><a href="#L-373"><span class="linenos">373</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_external_columns</span> -</span><span id="L-374"><a href="#L-374"><span class="linenos">374</span></a> -</span><span id="L-375"><a href="#L-375"><span class="linenos">375</span></a> <span class="nd">@property</span> -</span><span id="L-376"><a href="#L-376"><span class="linenos">376</span></a> <span class="k">def</span> <span class="nf">unqualified_columns</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="L-377"><a href="#L-377"><span class="linenos">377</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-378"><a href="#L-378"><span class="linenos">378</span></a><span class="sd"> Unqualified columns in the current scope.</span> -</span><span id="L-379"><a href="#L-379"><span class="linenos">379</span></a> -</span><span id="L-380"><a href="#L-380"><span class="linenos">380</span></a><span class="sd"> Returns:</span> -</span><span id="L-381"><a href="#L-381"><span class="linenos">381</span></a><span class="sd"> list[exp.Column]: Unqualified columns</span> -</span><span id="L-382"><a href="#L-382"><span class="linenos">382</span></a><span class="sd"> """</span> -</span><span id="L-383"><a href="#L-383"><span class="linenos">383</span></a> <span class="k">return</span> <span class="p">[</span><span class="n">c</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="ow">not</span> <span class="n">c</span><span class="o">.</span><span class="n">table</span><span class="p">]</span> +</span><span id="L-354"><a href="#L-354"><span class="linenos">354</span></a><span class="sd"> list[exp.Column]: Column instances that don't reference</span> +</span><span id="L-355"><a href="#L-355"><span class="linenos">355</span></a><span class="sd"> sources in the current scope.</span> +</span><span id="L-356"><a href="#L-356"><span class="linenos">356</span></a><span class="sd"> """</span> +</span><span id="L-357"><a href="#L-357"><span class="linenos">357</span></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_external_columns</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> +</span><span id="L-358"><a href="#L-358"><span class="linenos">358</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_external_columns</span> <span class="o">=</span> <span class="p">[</span> +</span><span id="L-359"><a href="#L-359"><span class="linenos">359</span></a> <span class="n">c</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">table</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">selected_sources</span> +</span><span id="L-360"><a href="#L-360"><span class="linenos">360</span></a> <span class="p">]</span> +</span><span id="L-361"><a href="#L-361"><span class="linenos">361</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_external_columns</span> +</span><span id="L-362"><a href="#L-362"><span class="linenos">362</span></a> +</span><span id="L-363"><a href="#L-363"><span class="linenos">363</span></a> <span class="nd">@property</span> +</span><span id="L-364"><a href="#L-364"><span class="linenos">364</span></a> <span class="k">def</span> <span class="nf">unqualified_columns</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="L-365"><a href="#L-365"><span class="linenos">365</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-366"><a href="#L-366"><span class="linenos">366</span></a><span class="sd"> Unqualified columns in the current scope.</span> +</span><span id="L-367"><a href="#L-367"><span class="linenos">367</span></a> +</span><span id="L-368"><a href="#L-368"><span class="linenos">368</span></a><span class="sd"> Returns:</span> +</span><span id="L-369"><a href="#L-369"><span class="linenos">369</span></a><span class="sd"> list[exp.Column]: Unqualified columns</span> +</span><span id="L-370"><a href="#L-370"><span class="linenos">370</span></a><span class="sd"> """</span> +</span><span id="L-371"><a href="#L-371"><span class="linenos">371</span></a> <span class="k">return</span> <span class="p">[</span><span class="n">c</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="ow">not</span> <span class="n">c</span><span class="o">.</span><span class="n">table</span><span class="p">]</span> +</span><span id="L-372"><a href="#L-372"><span class="linenos">372</span></a> +</span><span id="L-373"><a href="#L-373"><span class="linenos">373</span></a> <span class="nd">@property</span> +</span><span id="L-374"><a href="#L-374"><span class="linenos">374</span></a> <span class="k">def</span> <span class="nf">join_hints</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="L-375"><a href="#L-375"><span class="linenos">375</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-376"><a href="#L-376"><span class="linenos">376</span></a><span class="sd"> Hints that exist in the scope that reference tables</span> +</span><span id="L-377"><a href="#L-377"><span class="linenos">377</span></a> +</span><span id="L-378"><a href="#L-378"><span class="linenos">378</span></a><span class="sd"> Returns:</span> +</span><span id="L-379"><a href="#L-379"><span class="linenos">379</span></a><span class="sd"> list[exp.JoinHint]: Join hints that are referenced within the scope</span> +</span><span id="L-380"><a href="#L-380"><span class="linenos">380</span></a><span class="sd"> """</span> +</span><span id="L-381"><a href="#L-381"><span class="linenos">381</span></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_join_hints</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> +</span><span id="L-382"><a href="#L-382"><span class="linenos">382</span></a> <span class="k">return</span> <span class="p">[]</span> +</span><span id="L-383"><a href="#L-383"><span class="linenos">383</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_join_hints</span> </span><span id="L-384"><a href="#L-384"><span class="linenos">384</span></a> </span><span id="L-385"><a href="#L-385"><span class="linenos">385</span></a> <span class="nd">@property</span> -</span><span id="L-386"><a href="#L-386"><span class="linenos">386</span></a> <span class="k">def</span> <span class="nf">join_hints</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="L-387"><a href="#L-387"><span class="linenos">387</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-388"><a href="#L-388"><span class="linenos">388</span></a><span class="sd"> Hints that exist in the scope that reference tables</span> -</span><span id="L-389"><a href="#L-389"><span class="linenos">389</span></a> -</span><span id="L-390"><a href="#L-390"><span class="linenos">390</span></a><span class="sd"> Returns:</span> -</span><span id="L-391"><a href="#L-391"><span class="linenos">391</span></a><span class="sd"> list[exp.JoinHint]: Join hints that are referenced within the scope</span> -</span><span id="L-392"><a href="#L-392"><span class="linenos">392</span></a><span class="sd"> """</span> -</span><span id="L-393"><a href="#L-393"><span class="linenos">393</span></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_join_hints</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> -</span><span id="L-394"><a href="#L-394"><span class="linenos">394</span></a> <span class="k">return</span> <span class="p">[]</span> -</span><span id="L-395"><a href="#L-395"><span class="linenos">395</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_join_hints</span> -</span><span id="L-396"><a href="#L-396"><span class="linenos">396</span></a> -</span><span id="L-397"><a href="#L-397"><span class="linenos">397</span></a> <span class="nd">@property</span> -</span><span id="L-398"><a href="#L-398"><span class="linenos">398</span></a> <span class="k">def</span> <span class="nf">pivots</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="L-399"><a href="#L-399"><span class="linenos">399</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">_pivots</span><span class="p">:</span> -</span><span id="L-400"><a href="#L-400"><span class="linenos">400</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_pivots</span> <span class="o">=</span> <span class="p">[</span> -</span><span id="L-401"><a href="#L-401"><span class="linenos">401</span></a> <span class="n">pivot</span> <span class="k">for</span> <span class="n">_</span><span class="p">,</span> <span class="n">node</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">references</span> <span class="k">for</span> <span class="n">pivot</span> <span class="ow">in</span> <span class="n">node</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"pivots"</span><span class="p">)</span> <span class="ow">or</span> <span class="p">[]</span> -</span><span id="L-402"><a href="#L-402"><span class="linenos">402</span></a> <span class="p">]</span> -</span><span id="L-403"><a href="#L-403"><span class="linenos">403</span></a> -</span><span id="L-404"><a href="#L-404"><span class="linenos">404</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_pivots</span> -</span><span id="L-405"><a href="#L-405"><span class="linenos">405</span></a> -</span><span id="L-406"><a href="#L-406"><span class="linenos">406</span></a> <span class="k">def</span> <span class="nf">source_columns</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">source_name</span><span class="p">):</span> -</span><span id="L-407"><a href="#L-407"><span class="linenos">407</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-408"><a href="#L-408"><span class="linenos">408</span></a><span class="sd"> Get all columns in the current scope for a particular source.</span> +</span><span id="L-386"><a href="#L-386"><span class="linenos">386</span></a> <span class="k">def</span> <span class="nf">pivots</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="L-387"><a href="#L-387"><span class="linenos">387</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">_pivots</span><span class="p">:</span> +</span><span id="L-388"><a href="#L-388"><span class="linenos">388</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_pivots</span> <span class="o">=</span> <span class="p">[</span> +</span><span id="L-389"><a href="#L-389"><span class="linenos">389</span></a> <span class="n">pivot</span> <span class="k">for</span> <span class="n">_</span><span class="p">,</span> <span class="n">node</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">references</span> <span class="k">for</span> <span class="n">pivot</span> <span class="ow">in</span> <span class="n">node</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"pivots"</span><span class="p">)</span> <span class="ow">or</span> <span class="p">[]</span> +</span><span id="L-390"><a href="#L-390"><span class="linenos">390</span></a> <span class="p">]</span> +</span><span id="L-391"><a href="#L-391"><span class="linenos">391</span></a> +</span><span id="L-392"><a href="#L-392"><span class="linenos">392</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_pivots</span> +</span><span id="L-393"><a href="#L-393"><span class="linenos">393</span></a> +</span><span id="L-394"><a href="#L-394"><span class="linenos">394</span></a> <span class="k">def</span> <span class="nf">source_columns</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">source_name</span><span class="p">):</span> +</span><span id="L-395"><a href="#L-395"><span class="linenos">395</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-396"><a href="#L-396"><span class="linenos">396</span></a><span class="sd"> Get all columns in the current scope for a particular source.</span> +</span><span id="L-397"><a href="#L-397"><span class="linenos">397</span></a> +</span><span id="L-398"><a href="#L-398"><span class="linenos">398</span></a><span class="sd"> Args:</span> +</span><span id="L-399"><a href="#L-399"><span class="linenos">399</span></a><span class="sd"> source_name (str): Name of the source</span> +</span><span id="L-400"><a href="#L-400"><span class="linenos">400</span></a><span class="sd"> Returns:</span> +</span><span id="L-401"><a href="#L-401"><span class="linenos">401</span></a><span class="sd"> list[exp.Column]: Column instances that reference `source_name`</span> +</span><span id="L-402"><a href="#L-402"><span class="linenos">402</span></a><span class="sd"> """</span> +</span><span id="L-403"><a href="#L-403"><span class="linenos">403</span></a> <span class="k">return</span> <span class="p">[</span><span class="n">column</span> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="n">column</span><span class="o">.</span><span class="n">table</span> <span class="o">==</span> <span class="n">source_name</span><span class="p">]</span> +</span><span id="L-404"><a href="#L-404"><span class="linenos">404</span></a> +</span><span id="L-405"><a href="#L-405"><span class="linenos">405</span></a> <span class="nd">@property</span> +</span><span id="L-406"><a href="#L-406"><span class="linenos">406</span></a> <span class="k">def</span> <span class="nf">is_subquery</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="L-407"><a href="#L-407"><span class="linenos">407</span></a><span class="w"> </span><span class="sd">"""Determine if this scope is a subquery"""</span> +</span><span id="L-408"><a href="#L-408"><span class="linenos">408</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">scope_type</span> <span class="o">==</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">SUBQUERY</span> </span><span id="L-409"><a href="#L-409"><span class="linenos">409</span></a> -</span><span id="L-410"><a href="#L-410"><span class="linenos">410</span></a><span class="sd"> Args:</span> -</span><span id="L-411"><a href="#L-411"><span class="linenos">411</span></a><span class="sd"> source_name (str): Name of the source</span> -</span><span id="L-412"><a href="#L-412"><span class="linenos">412</span></a><span class="sd"> Returns:</span> -</span><span id="L-413"><a href="#L-413"><span class="linenos">413</span></a><span class="sd"> list[exp.Column]: Column instances that reference `source_name`</span> -</span><span id="L-414"><a href="#L-414"><span class="linenos">414</span></a><span class="sd"> """</span> -</span><span id="L-415"><a href="#L-415"><span class="linenos">415</span></a> <span class="k">return</span> <span class="p">[</span><span class="n">column</span> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="n">column</span><span class="o">.</span><span class="n">table</span> <span class="o">==</span> <span class="n">source_name</span><span class="p">]</span> -</span><span id="L-416"><a href="#L-416"><span class="linenos">416</span></a> -</span><span id="L-417"><a href="#L-417"><span class="linenos">417</span></a> <span class="nd">@property</span> -</span><span id="L-418"><a href="#L-418"><span class="linenos">418</span></a> <span class="k">def</span> <span class="nf">is_subquery</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="L-419"><a href="#L-419"><span class="linenos">419</span></a><span class="w"> </span><span class="sd">"""Determine if this scope is a subquery"""</span> -</span><span id="L-420"><a href="#L-420"><span class="linenos">420</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">scope_type</span> <span class="o">==</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">SUBQUERY</span> -</span><span id="L-421"><a href="#L-421"><span class="linenos">421</span></a> -</span><span id="L-422"><a href="#L-422"><span class="linenos">422</span></a> <span class="nd">@property</span> -</span><span id="L-423"><a href="#L-423"><span class="linenos">423</span></a> <span class="k">def</span> <span class="nf">is_derived_table</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="L-424"><a href="#L-424"><span class="linenos">424</span></a><span class="w"> </span><span class="sd">"""Determine if this scope is a derived table"""</span> -</span><span id="L-425"><a href="#L-425"><span class="linenos">425</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">scope_type</span> <span class="o">==</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">DERIVED_TABLE</span> -</span><span id="L-426"><a href="#L-426"><span class="linenos">426</span></a> -</span><span id="L-427"><a href="#L-427"><span class="linenos">427</span></a> <span class="nd">@property</span> -</span><span id="L-428"><a href="#L-428"><span class="linenos">428</span></a> <span class="k">def</span> <span class="nf">is_union</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="L-429"><a href="#L-429"><span class="linenos">429</span></a><span class="w"> </span><span class="sd">"""Determine if this scope is a union"""</span> -</span><span id="L-430"><a href="#L-430"><span class="linenos">430</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">scope_type</span> <span class="o">==</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">UNION</span> -</span><span id="L-431"><a href="#L-431"><span class="linenos">431</span></a> -</span><span id="L-432"><a href="#L-432"><span class="linenos">432</span></a> <span class="nd">@property</span> -</span><span id="L-433"><a href="#L-433"><span class="linenos">433</span></a> <span class="k">def</span> <span class="nf">is_cte</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="L-434"><a href="#L-434"><span class="linenos">434</span></a><span class="w"> </span><span class="sd">"""Determine if this scope is a common table expression"""</span> -</span><span id="L-435"><a href="#L-435"><span class="linenos">435</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">scope_type</span> <span class="o">==</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">CTE</span> -</span><span id="L-436"><a href="#L-436"><span class="linenos">436</span></a> -</span><span id="L-437"><a href="#L-437"><span class="linenos">437</span></a> <span class="nd">@property</span> -</span><span id="L-438"><a href="#L-438"><span class="linenos">438</span></a> <span class="k">def</span> <span class="nf">is_root</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="L-439"><a href="#L-439"><span class="linenos">439</span></a><span class="w"> </span><span class="sd">"""Determine if this is the root scope"""</span> -</span><span id="L-440"><a href="#L-440"><span class="linenos">440</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">scope_type</span> <span class="o">==</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">ROOT</span> -</span><span id="L-441"><a href="#L-441"><span class="linenos">441</span></a> -</span><span id="L-442"><a href="#L-442"><span class="linenos">442</span></a> <span class="nd">@property</span> -</span><span id="L-443"><a href="#L-443"><span class="linenos">443</span></a> <span class="k">def</span> <span class="nf">is_udtf</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="L-444"><a href="#L-444"><span class="linenos">444</span></a><span class="w"> </span><span class="sd">"""Determine if this scope is a UDTF (User Defined Table Function)"""</span> -</span><span id="L-445"><a href="#L-445"><span class="linenos">445</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">scope_type</span> <span class="o">==</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">UDTF</span> -</span><span id="L-446"><a href="#L-446"><span class="linenos">446</span></a> -</span><span id="L-447"><a href="#L-447"><span class="linenos">447</span></a> <span class="nd">@property</span> -</span><span id="L-448"><a href="#L-448"><span class="linenos">448</span></a> <span class="k">def</span> <span class="nf">is_correlated_subquery</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="L-449"><a href="#L-449"><span class="linenos">449</span></a><span class="w"> </span><span class="sd">"""Determine if this scope is a correlated subquery"""</span> -</span><span id="L-450"><a href="#L-450"><span class="linenos">450</span></a> <span class="k">return</span> <span class="nb">bool</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">is_subquery</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">external_columns</span><span class="p">)</span> -</span><span id="L-451"><a href="#L-451"><span class="linenos">451</span></a> -</span><span id="L-452"><a href="#L-452"><span class="linenos">452</span></a> <span class="k">def</span> <span class="nf">rename_source</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">old_name</span><span class="p">,</span> <span class="n">new_name</span><span class="p">):</span> -</span><span id="L-453"><a href="#L-453"><span class="linenos">453</span></a><span class="w"> </span><span class="sd">"""Rename a source in this scope"""</span> -</span><span id="L-454"><a href="#L-454"><span class="linenos">454</span></a> <span class="n">columns</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">old_name</span> <span class="ow">or</span> <span class="s2">""</span><span class="p">,</span> <span class="p">[])</span> -</span><span id="L-455"><a href="#L-455"><span class="linenos">455</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="p">[</span><span class="n">new_name</span><span class="p">]</span> <span class="o">=</span> <span class="n">columns</span> -</span><span id="L-456"><a href="#L-456"><span class="linenos">456</span></a> -</span><span id="L-457"><a href="#L-457"><span class="linenos">457</span></a> <span class="k">def</span> <span class="nf">add_source</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">,</span> <span class="n">source</span><span class="p">):</span> -</span><span id="L-458"><a href="#L-458"><span class="linenos">458</span></a><span class="w"> </span><span class="sd">"""Add a source to this scope"""</span> -</span><span id="L-459"><a href="#L-459"><span class="linenos">459</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">source</span> -</span><span id="L-460"><a href="#L-460"><span class="linenos">460</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">clear_cache</span><span class="p">()</span> +</span><span id="L-410"><a href="#L-410"><span class="linenos">410</span></a> <span class="nd">@property</span> +</span><span id="L-411"><a href="#L-411"><span class="linenos">411</span></a> <span class="k">def</span> <span class="nf">is_derived_table</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="L-412"><a href="#L-412"><span class="linenos">412</span></a><span class="w"> </span><span class="sd">"""Determine if this scope is a derived table"""</span> +</span><span id="L-413"><a href="#L-413"><span class="linenos">413</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">scope_type</span> <span class="o">==</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">DERIVED_TABLE</span> +</span><span id="L-414"><a href="#L-414"><span class="linenos">414</span></a> +</span><span id="L-415"><a href="#L-415"><span class="linenos">415</span></a> <span class="nd">@property</span> +</span><span id="L-416"><a href="#L-416"><span class="linenos">416</span></a> <span class="k">def</span> <span class="nf">is_union</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="L-417"><a href="#L-417"><span class="linenos">417</span></a><span class="w"> </span><span class="sd">"""Determine if this scope is a union"""</span> +</span><span id="L-418"><a href="#L-418"><span class="linenos">418</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">scope_type</span> <span class="o">==</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">UNION</span> +</span><span id="L-419"><a href="#L-419"><span class="linenos">419</span></a> +</span><span id="L-420"><a href="#L-420"><span class="linenos">420</span></a> <span class="nd">@property</span> +</span><span id="L-421"><a href="#L-421"><span class="linenos">421</span></a> <span class="k">def</span> <span class="nf">is_cte</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="L-422"><a href="#L-422"><span class="linenos">422</span></a><span class="w"> </span><span class="sd">"""Determine if this scope is a common table expression"""</span> +</span><span id="L-423"><a href="#L-423"><span class="linenos">423</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">scope_type</span> <span class="o">==</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">CTE</span> +</span><span id="L-424"><a href="#L-424"><span class="linenos">424</span></a> +</span><span id="L-425"><a href="#L-425"><span class="linenos">425</span></a> <span class="nd">@property</span> +</span><span id="L-426"><a href="#L-426"><span class="linenos">426</span></a> <span class="k">def</span> <span class="nf">is_root</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="L-427"><a href="#L-427"><span class="linenos">427</span></a><span class="w"> </span><span class="sd">"""Determine if this is the root scope"""</span> +</span><span id="L-428"><a href="#L-428"><span class="linenos">428</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">scope_type</span> <span class="o">==</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">ROOT</span> +</span><span id="L-429"><a href="#L-429"><span class="linenos">429</span></a> +</span><span id="L-430"><a href="#L-430"><span class="linenos">430</span></a> <span class="nd">@property</span> +</span><span id="L-431"><a href="#L-431"><span class="linenos">431</span></a> <span class="k">def</span> <span class="nf">is_udtf</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="L-432"><a href="#L-432"><span class="linenos">432</span></a><span class="w"> </span><span class="sd">"""Determine if this scope is a UDTF (User Defined Table Function)"""</span> +</span><span id="L-433"><a href="#L-433"><span class="linenos">433</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">scope_type</span> <span class="o">==</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">UDTF</span> +</span><span id="L-434"><a href="#L-434"><span class="linenos">434</span></a> +</span><span id="L-435"><a href="#L-435"><span class="linenos">435</span></a> <span class="nd">@property</span> +</span><span id="L-436"><a href="#L-436"><span class="linenos">436</span></a> <span class="k">def</span> <span class="nf">is_correlated_subquery</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="L-437"><a href="#L-437"><span class="linenos">437</span></a><span class="w"> </span><span class="sd">"""Determine if this scope is a correlated subquery"""</span> +</span><span id="L-438"><a href="#L-438"><span class="linenos">438</span></a> <span class="k">return</span> <span class="nb">bool</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">is_subquery</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">external_columns</span><span class="p">)</span> +</span><span id="L-439"><a href="#L-439"><span class="linenos">439</span></a> +</span><span id="L-440"><a href="#L-440"><span class="linenos">440</span></a> <span class="k">def</span> <span class="nf">rename_source</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">old_name</span><span class="p">,</span> <span class="n">new_name</span><span class="p">):</span> +</span><span id="L-441"><a href="#L-441"><span class="linenos">441</span></a><span class="w"> </span><span class="sd">"""Rename a source in this scope"""</span> +</span><span id="L-442"><a href="#L-442"><span class="linenos">442</span></a> <span class="n">columns</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">old_name</span> <span class="ow">or</span> <span class="s2">""</span><span class="p">,</span> <span class="p">[])</span> +</span><span id="L-443"><a href="#L-443"><span class="linenos">443</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="p">[</span><span class="n">new_name</span><span class="p">]</span> <span class="o">=</span> <span class="n">columns</span> +</span><span id="L-444"><a href="#L-444"><span class="linenos">444</span></a> +</span><span id="L-445"><a href="#L-445"><span class="linenos">445</span></a> <span class="k">def</span> <span class="nf">add_source</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">,</span> <span class="n">source</span><span class="p">):</span> +</span><span id="L-446"><a href="#L-446"><span class="linenos">446</span></a><span class="w"> </span><span class="sd">"""Add a source to this scope"""</span> +</span><span id="L-447"><a href="#L-447"><span class="linenos">447</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">source</span> +</span><span id="L-448"><a href="#L-448"><span class="linenos">448</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">clear_cache</span><span class="p">()</span> +</span><span id="L-449"><a href="#L-449"><span class="linenos">449</span></a> +</span><span id="L-450"><a href="#L-450"><span class="linenos">450</span></a> <span class="k">def</span> <span class="nf">remove_source</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">):</span> +</span><span id="L-451"><a href="#L-451"><span class="linenos">451</span></a><span class="w"> </span><span class="sd">"""Remove a source from this scope"""</span> +</span><span id="L-452"><a href="#L-452"><span class="linenos">452</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">name</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span> +</span><span id="L-453"><a href="#L-453"><span class="linenos">453</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">clear_cache</span><span class="p">()</span> +</span><span id="L-454"><a href="#L-454"><span class="linenos">454</span></a> +</span><span id="L-455"><a href="#L-455"><span class="linenos">455</span></a> <span class="k">def</span> <span class="fm">__repr__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="L-456"><a href="#L-456"><span class="linenos">456</span></a> <span class="k">return</span> <span class="sa">f</span><span class="s2">"Scope<</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">sql</span><span class="p">()</span><span class="si">}</span><span class="s2">>"</span> +</span><span id="L-457"><a href="#L-457"><span class="linenos">457</span></a> +</span><span id="L-458"><a href="#L-458"><span class="linenos">458</span></a> <span class="k">def</span> <span class="nf">traverse</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="L-459"><a href="#L-459"><span class="linenos">459</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-460"><a href="#L-460"><span class="linenos">460</span></a><span class="sd"> Traverse the scope tree from this node.</span> </span><span id="L-461"><a href="#L-461"><span class="linenos">461</span></a> -</span><span id="L-462"><a href="#L-462"><span class="linenos">462</span></a> <span class="k">def</span> <span class="nf">remove_source</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">):</span> -</span><span id="L-463"><a href="#L-463"><span class="linenos">463</span></a><span class="w"> </span><span class="sd">"""Remove a source from this scope"""</span> -</span><span id="L-464"><a href="#L-464"><span class="linenos">464</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">name</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span> -</span><span id="L-465"><a href="#L-465"><span class="linenos">465</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">clear_cache</span><span class="p">()</span> -</span><span id="L-466"><a href="#L-466"><span class="linenos">466</span></a> -</span><span id="L-467"><a href="#L-467"><span class="linenos">467</span></a> <span class="k">def</span> <span class="fm">__repr__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="L-468"><a href="#L-468"><span class="linenos">468</span></a> <span class="k">return</span> <span class="sa">f</span><span class="s2">"Scope<</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">sql</span><span class="p">()</span><span class="si">}</span><span class="s2">>"</span> -</span><span id="L-469"><a href="#L-469"><span class="linenos">469</span></a> -</span><span id="L-470"><a href="#L-470"><span class="linenos">470</span></a> <span class="k">def</span> <span class="nf">traverse</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="L-471"><a href="#L-471"><span class="linenos">471</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-472"><a href="#L-472"><span class="linenos">472</span></a><span class="sd"> Traverse the scope tree from this node.</span> -</span><span id="L-473"><a href="#L-473"><span class="linenos">473</span></a> -</span><span id="L-474"><a href="#L-474"><span class="linenos">474</span></a><span class="sd"> Yields:</span> -</span><span id="L-475"><a href="#L-475"><span class="linenos">475</span></a><span class="sd"> Scope: scope instances in depth-first-search post-order</span> -</span><span id="L-476"><a href="#L-476"><span class="linenos">476</span></a><span class="sd"> """</span> -</span><span id="L-477"><a href="#L-477"><span class="linenos">477</span></a> <span class="k">for</span> <span class="n">child_scope</span> <span class="ow">in</span> <span class="n">itertools</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span> -</span><span id="L-478"><a href="#L-478"><span class="linenos">478</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">cte_scopes</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">union_scopes</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">table_scopes</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">subquery_scopes</span> -</span><span id="L-479"><a href="#L-479"><span class="linenos">479</span></a> <span class="p">):</span> -</span><span id="L-480"><a href="#L-480"><span class="linenos">480</span></a> <span class="k">yield from</span> <span class="n">child_scope</span><span class="o">.</span><span class="n">traverse</span><span class="p">()</span> -</span><span id="L-481"><a href="#L-481"><span class="linenos">481</span></a> <span class="k">yield</span> <span class="bp">self</span> -</span><span id="L-482"><a href="#L-482"><span class="linenos">482</span></a> -</span><span id="L-483"><a href="#L-483"><span class="linenos">483</span></a> <span class="k">def</span> <span class="nf">ref_count</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="L-484"><a href="#L-484"><span class="linenos">484</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-485"><a href="#L-485"><span class="linenos">485</span></a><span class="sd"> Count the number of times each scope in this tree is referenced.</span> +</span><span id="L-462"><a href="#L-462"><span class="linenos">462</span></a><span class="sd"> Yields:</span> +</span><span id="L-463"><a href="#L-463"><span class="linenos">463</span></a><span class="sd"> Scope: scope instances in depth-first-search post-order</span> +</span><span id="L-464"><a href="#L-464"><span class="linenos">464</span></a><span class="sd"> """</span> +</span><span id="L-465"><a href="#L-465"><span class="linenos">465</span></a> <span class="k">for</span> <span class="n">child_scope</span> <span class="ow">in</span> <span class="n">itertools</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span> +</span><span id="L-466"><a href="#L-466"><span class="linenos">466</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">cte_scopes</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">union_scopes</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">table_scopes</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">subquery_scopes</span> +</span><span id="L-467"><a href="#L-467"><span class="linenos">467</span></a> <span class="p">):</span> +</span><span id="L-468"><a href="#L-468"><span class="linenos">468</span></a> <span class="k">yield from</span> <span class="n">child_scope</span><span class="o">.</span><span class="n">traverse</span><span class="p">()</span> +</span><span id="L-469"><a href="#L-469"><span class="linenos">469</span></a> <span class="k">yield</span> <span class="bp">self</span> +</span><span id="L-470"><a href="#L-470"><span class="linenos">470</span></a> +</span><span id="L-471"><a href="#L-471"><span class="linenos">471</span></a> <span class="k">def</span> <span class="nf">ref_count</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="L-472"><a href="#L-472"><span class="linenos">472</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-473"><a href="#L-473"><span class="linenos">473</span></a><span class="sd"> Count the number of times each scope in this tree is referenced.</span> +</span><span id="L-474"><a href="#L-474"><span class="linenos">474</span></a> +</span><span id="L-475"><a href="#L-475"><span class="linenos">475</span></a><span class="sd"> Returns:</span> +</span><span id="L-476"><a href="#L-476"><span class="linenos">476</span></a><span class="sd"> dict[int, int]: Mapping of Scope instance ID to reference count</span> +</span><span id="L-477"><a href="#L-477"><span class="linenos">477</span></a><span class="sd"> """</span> +</span><span id="L-478"><a href="#L-478"><span class="linenos">478</span></a> <span class="n">scope_ref_count</span> <span class="o">=</span> <span class="n">defaultdict</span><span class="p">(</span><span class="k">lambda</span><span class="p">:</span> <span class="mi">0</span><span class="p">)</span> +</span><span id="L-479"><a href="#L-479"><span class="linenos">479</span></a> +</span><span id="L-480"><a href="#L-480"><span class="linenos">480</span></a> <span class="k">for</span> <span class="n">scope</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">traverse</span><span class="p">():</span> +</span><span id="L-481"><a href="#L-481"><span class="linenos">481</span></a> <span class="k">for</span> <span class="n">_</span><span class="p">,</span> <span class="n">source</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">selected_sources</span><span class="o">.</span><span class="n">values</span><span class="p">():</span> +</span><span id="L-482"><a href="#L-482"><span class="linenos">482</span></a> <span class="n">scope_ref_count</span><span class="p">[</span><span class="nb">id</span><span class="p">(</span><span class="n">source</span><span class="p">)]</span> <span class="o">+=</span> <span class="mi">1</span> +</span><span id="L-483"><a href="#L-483"><span class="linenos">483</span></a> +</span><span id="L-484"><a href="#L-484"><span class="linenos">484</span></a> <span class="k">return</span> <span class="n">scope_ref_count</span> +</span><span id="L-485"><a href="#L-485"><span class="linenos">485</span></a> </span><span id="L-486"><a href="#L-486"><span class="linenos">486</span></a> -</span><span id="L-487"><a href="#L-487"><span class="linenos">487</span></a><span class="sd"> Returns:</span> -</span><span id="L-488"><a href="#L-488"><span class="linenos">488</span></a><span class="sd"> dict[int, int]: Mapping of Scope instance ID to reference count</span> -</span><span id="L-489"><a href="#L-489"><span class="linenos">489</span></a><span class="sd"> """</span> -</span><span id="L-490"><a href="#L-490"><span class="linenos">490</span></a> <span class="n">scope_ref_count</span> <span class="o">=</span> <span class="n">defaultdict</span><span class="p">(</span><span class="k">lambda</span><span class="p">:</span> <span class="mi">0</span><span class="p">)</span> -</span><span id="L-491"><a href="#L-491"><span class="linenos">491</span></a> -</span><span id="L-492"><a href="#L-492"><span class="linenos">492</span></a> <span class="k">for</span> <span class="n">scope</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">traverse</span><span class="p">():</span> -</span><span id="L-493"><a href="#L-493"><span class="linenos">493</span></a> <span class="k">for</span> <span class="n">_</span><span class="p">,</span> <span class="n">source</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">selected_sources</span><span class="o">.</span><span class="n">values</span><span class="p">():</span> -</span><span id="L-494"><a href="#L-494"><span class="linenos">494</span></a> <span class="n">scope_ref_count</span><span class="p">[</span><span class="nb">id</span><span class="p">(</span><span class="n">source</span><span class="p">)]</span> <span class="o">+=</span> <span class="mi">1</span> -</span><span id="L-495"><a href="#L-495"><span class="linenos">495</span></a> -</span><span id="L-496"><a href="#L-496"><span class="linenos">496</span></a> <span class="k">return</span> <span class="n">scope_ref_count</span> +</span><span id="L-487"><a href="#L-487"><span class="linenos">487</span></a><span class="k">def</span> <span class="nf">traverse_scope</span><span class="p">(</span><span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-></span> <span class="n">t</span><span class="o">.</span><span class="n">List</span><span class="p">[</span><span class="n">Scope</span><span class="p">]:</span> +</span><span id="L-488"><a href="#L-488"><span class="linenos">488</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-489"><a href="#L-489"><span class="linenos">489</span></a><span class="sd"> Traverse an expression by it's "scopes".</span> +</span><span id="L-490"><a href="#L-490"><span class="linenos">490</span></a> +</span><span id="L-491"><a href="#L-491"><span class="linenos">491</span></a><span class="sd"> "Scope" represents the current context of a Select statement.</span> +</span><span id="L-492"><a href="#L-492"><span class="linenos">492</span></a> +</span><span id="L-493"><a href="#L-493"><span class="linenos">493</span></a><span class="sd"> This is helpful for optimizing queries, where we need more information than</span> +</span><span id="L-494"><a href="#L-494"><span class="linenos">494</span></a><span class="sd"> the expression tree itself. For example, we might care about the source</span> +</span><span id="L-495"><a href="#L-495"><span class="linenos">495</span></a><span class="sd"> names within a subquery. Returns a list because a generator could result in</span> +</span><span id="L-496"><a href="#L-496"><span class="linenos">496</span></a><span class="sd"> incomplete properties which is confusing.</span> </span><span id="L-497"><a href="#L-497"><span class="linenos">497</span></a> -</span><span id="L-498"><a href="#L-498"><span class="linenos">498</span></a> -</span><span id="L-499"><a href="#L-499"><span class="linenos">499</span></a><span class="k">def</span> <span class="nf">traverse_scope</span><span class="p">(</span><span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-></span> <span class="n">t</span><span class="o">.</span><span class="n">List</span><span class="p">[</span><span class="n">Scope</span><span class="p">]:</span> -</span><span id="L-500"><a href="#L-500"><span class="linenos">500</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-501"><a href="#L-501"><span class="linenos">501</span></a><span class="sd"> Traverse an expression by it's "scopes".</span> -</span><span id="L-502"><a href="#L-502"><span class="linenos">502</span></a> -</span><span id="L-503"><a href="#L-503"><span class="linenos">503</span></a><span class="sd"> "Scope" represents the current context of a Select statement.</span> -</span><span id="L-504"><a href="#L-504"><span class="linenos">504</span></a> -</span><span id="L-505"><a href="#L-505"><span class="linenos">505</span></a><span class="sd"> This is helpful for optimizing queries, where we need more information than</span> -</span><span id="L-506"><a href="#L-506"><span class="linenos">506</span></a><span class="sd"> the expression tree itself. For example, we might care about the source</span> -</span><span id="L-507"><a href="#L-507"><span class="linenos">507</span></a><span class="sd"> names within a subquery. Returns a list because a generator could result in</span> -</span><span id="L-508"><a href="#L-508"><span class="linenos">508</span></a><span class="sd"> incomplete properties which is confusing.</span> -</span><span id="L-509"><a href="#L-509"><span class="linenos">509</span></a> -</span><span id="L-510"><a href="#L-510"><span class="linenos">510</span></a><span class="sd"> Examples:</span> -</span><span id="L-511"><a href="#L-511"><span class="linenos">511</span></a><span class="sd"> >>> import sqlglot</span> -</span><span id="L-512"><a href="#L-512"><span class="linenos">512</span></a><span class="sd"> >>> expression = sqlglot.parse_one("SELECT a FROM (SELECT a FROM x) AS y")</span> -</span><span id="L-513"><a href="#L-513"><span class="linenos">513</span></a><span class="sd"> >>> scopes = traverse_scope(expression)</span> -</span><span id="L-514"><a href="#L-514"><span class="linenos">514</span></a><span class="sd"> >>> scopes[0].expression.sql(), list(scopes[0].sources)</span> -</span><span id="L-515"><a href="#L-515"><span class="linenos">515</span></a><span class="sd"> ('SELECT a FROM x', ['x'])</span> -</span><span id="L-516"><a href="#L-516"><span class="linenos">516</span></a><span class="sd"> >>> scopes[1].expression.sql(), list(scopes[1].sources)</span> -</span><span id="L-517"><a href="#L-517"><span class="linenos">517</span></a><span class="sd"> ('SELECT a FROM (SELECT a FROM x) AS y', ['y'])</span> -</span><span id="L-518"><a href="#L-518"><span class="linenos">518</span></a> -</span><span id="L-519"><a href="#L-519"><span class="linenos">519</span></a><span class="sd"> Args:</span> -</span><span id="L-520"><a href="#L-520"><span class="linenos">520</span></a><span class="sd"> expression (exp.Expression): expression to traverse</span> -</span><span id="L-521"><a href="#L-521"><span class="linenos">521</span></a><span class="sd"> Returns:</span> -</span><span id="L-522"><a href="#L-522"><span class="linenos">522</span></a><span class="sd"> list[Scope]: scope instances</span> -</span><span id="L-523"><a href="#L-523"><span class="linenos">523</span></a><span class="sd"> """</span> -</span><span id="L-524"><a href="#L-524"><span class="linenos">524</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Unionable</span><span class="p">):</span> -</span><span id="L-525"><a href="#L-525"><span class="linenos">525</span></a> <span class="k">return</span> <span class="p">[]</span> -</span><span id="L-526"><a href="#L-526"><span class="linenos">526</span></a> <span class="k">return</span> <span class="nb">list</span><span class="p">(</span><span class="n">_traverse_scope</span><span class="p">(</span><span class="n">Scope</span><span class="p">(</span><span class="n">expression</span><span class="p">)))</span> -</span><span id="L-527"><a href="#L-527"><span class="linenos">527</span></a> -</span><span id="L-528"><a href="#L-528"><span class="linenos">528</span></a> -</span><span id="L-529"><a href="#L-529"><span class="linenos">529</span></a><span class="k">def</span> <span class="nf">build_scope</span><span class="p">(</span><span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-></span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">Scope</span><span class="p">]:</span> -</span><span id="L-530"><a href="#L-530"><span class="linenos">530</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-531"><a href="#L-531"><span class="linenos">531</span></a><span class="sd"> Build a scope tree.</span> -</span><span id="L-532"><a href="#L-532"><span class="linenos">532</span></a> -</span><span id="L-533"><a href="#L-533"><span class="linenos">533</span></a><span class="sd"> Args:</span> -</span><span id="L-534"><a href="#L-534"><span class="linenos">534</span></a><span class="sd"> expression (exp.Expression): expression to build the scope tree for</span> -</span><span id="L-535"><a href="#L-535"><span class="linenos">535</span></a><span class="sd"> Returns:</span> -</span><span id="L-536"><a href="#L-536"><span class="linenos">536</span></a><span class="sd"> Scope: root scope</span> -</span><span id="L-537"><a href="#L-537"><span class="linenos">537</span></a><span class="sd"> """</span> -</span><span id="L-538"><a href="#L-538"><span class="linenos">538</span></a> <span class="n">scopes</span> <span class="o">=</span> <span class="n">traverse_scope</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span> -</span><span id="L-539"><a href="#L-539"><span class="linenos">539</span></a> <span class="k">if</span> <span class="n">scopes</span><span class="p">:</span> -</span><span id="L-540"><a href="#L-540"><span class="linenos">540</span></a> <span class="k">return</span> <span class="n">scopes</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> -</span><span id="L-541"><a href="#L-541"><span class="linenos">541</span></a> <span class="k">return</span> <span class="kc">None</span> -</span><span id="L-542"><a href="#L-542"><span class="linenos">542</span></a> -</span><span id="L-543"><a href="#L-543"><span class="linenos">543</span></a> -</span><span id="L-544"><a href="#L-544"><span class="linenos">544</span></a><span class="k">def</span> <span class="nf">_traverse_scope</span><span class="p">(</span><span class="n">scope</span><span class="p">):</span> -</span><span id="L-545"><a href="#L-545"><span class="linenos">545</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">):</span> -</span><span id="L-546"><a href="#L-546"><span class="linenos">546</span></a> <span class="k">yield from</span> <span class="n">_traverse_select</span><span class="p">(</span><span class="n">scope</span><span class="p">)</span> -</span><span id="L-547"><a href="#L-547"><span class="linenos">547</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Union</span><span class="p">):</span> -</span><span id="L-548"><a href="#L-548"><span class="linenos">548</span></a> <span class="k">yield from</span> <span class="n">_traverse_union</span><span class="p">(</span><span class="n">scope</span><span class="p">)</span> -</span><span id="L-549"><a href="#L-549"><span class="linenos">549</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subquery</span><span class="p">):</span> -</span><span id="L-550"><a href="#L-550"><span class="linenos">550</span></a> <span class="k">yield from</span> <span class="n">_traverse_subqueries</span><span class="p">(</span><span class="n">scope</span><span class="p">)</span> -</span><span id="L-551"><a href="#L-551"><span class="linenos">551</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span> -</span><span id="L-552"><a href="#L-552"><span class="linenos">552</span></a> <span class="c1"># This case corresponds to a "join construct", i.e. (tbl1 JOIN tbl2 ON ..)</span> -</span><span id="L-553"><a href="#L-553"><span class="linenos">553</span></a> <span class="k">yield from</span> <span class="n">_traverse_tables</span><span class="p">(</span><span class="n">scope</span><span class="p">)</span> -</span><span id="L-554"><a href="#L-554"><span class="linenos">554</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">UDTF</span><span class="p">):</span> -</span><span id="L-555"><a href="#L-555"><span class="linenos">555</span></a> <span class="k">pass</span> -</span><span id="L-556"><a href="#L-556"><span class="linenos">556</span></a> <span class="k">else</span><span class="p">:</span> -</span><span id="L-557"><a href="#L-557"><span class="linenos">557</span></a> <span class="n">logger</span><span class="o">.</span><span class="n">warning</span><span class="p">(</span> -</span><span id="L-558"><a href="#L-558"><span class="linenos">558</span></a> <span class="s2">"Cannot traverse scope </span><span class="si">%s</span><span class="s2"> with type '</span><span class="si">%s</span><span class="s2">'"</span><span class="p">,</span> <span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="nb">type</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="p">)</span> -</span><span id="L-559"><a href="#L-559"><span class="linenos">559</span></a> <span class="p">)</span> -</span><span id="L-560"><a href="#L-560"><span class="linenos">560</span></a> <span class="k">return</span> -</span><span id="L-561"><a href="#L-561"><span class="linenos">561</span></a> -</span><span id="L-562"><a href="#L-562"><span class="linenos">562</span></a> <span class="k">yield</span> <span class="n">scope</span> -</span><span id="L-563"><a href="#L-563"><span class="linenos">563</span></a> -</span><span id="L-564"><a href="#L-564"><span class="linenos">564</span></a> -</span><span id="L-565"><a href="#L-565"><span class="linenos">565</span></a><span class="k">def</span> <span class="nf">_traverse_select</span><span class="p">(</span><span class="n">scope</span><span class="p">):</span> -</span><span id="L-566"><a href="#L-566"><span class="linenos">566</span></a> <span class="k">yield from</span> <span class="n">_traverse_ctes</span><span class="p">(</span><span class="n">scope</span><span class="p">)</span> -</span><span id="L-567"><a href="#L-567"><span class="linenos">567</span></a> <span class="k">yield from</span> <span class="n">_traverse_tables</span><span class="p">(</span><span class="n">scope</span><span class="p">)</span> -</span><span id="L-568"><a href="#L-568"><span class="linenos">568</span></a> <span class="k">yield from</span> <span class="n">_traverse_subqueries</span><span class="p">(</span><span class="n">scope</span><span class="p">)</span> +</span><span id="L-498"><a href="#L-498"><span class="linenos">498</span></a><span class="sd"> Examples:</span> +</span><span id="L-499"><a href="#L-499"><span class="linenos">499</span></a><span class="sd"> >>> import sqlglot</span> +</span><span id="L-500"><a href="#L-500"><span class="linenos">500</span></a><span class="sd"> >>> expression = sqlglot.parse_one("SELECT a FROM (SELECT a FROM x) AS y")</span> +</span><span id="L-501"><a href="#L-501"><span class="linenos">501</span></a><span class="sd"> >>> scopes = traverse_scope(expression)</span> +</span><span id="L-502"><a href="#L-502"><span class="linenos">502</span></a><span class="sd"> >>> scopes[0].expression.sql(), list(scopes[0].sources)</span> +</span><span id="L-503"><a href="#L-503"><span class="linenos">503</span></a><span class="sd"> ('SELECT a FROM x', ['x'])</span> +</span><span id="L-504"><a href="#L-504"><span class="linenos">504</span></a><span class="sd"> >>> scopes[1].expression.sql(), list(scopes[1].sources)</span> +</span><span id="L-505"><a href="#L-505"><span class="linenos">505</span></a><span class="sd"> ('SELECT a FROM (SELECT a FROM x) AS y', ['y'])</span> +</span><span id="L-506"><a href="#L-506"><span class="linenos">506</span></a> +</span><span id="L-507"><a href="#L-507"><span class="linenos">507</span></a><span class="sd"> Args:</span> +</span><span id="L-508"><a href="#L-508"><span class="linenos">508</span></a><span class="sd"> expression (exp.Expression): expression to traverse</span> +</span><span id="L-509"><a href="#L-509"><span class="linenos">509</span></a><span class="sd"> Returns:</span> +</span><span id="L-510"><a href="#L-510"><span class="linenos">510</span></a><span class="sd"> list[Scope]: scope instances</span> +</span><span id="L-511"><a href="#L-511"><span class="linenos">511</span></a><span class="sd"> """</span> +</span><span id="L-512"><a href="#L-512"><span class="linenos">512</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Unionable</span><span class="p">):</span> +</span><span id="L-513"><a href="#L-513"><span class="linenos">513</span></a> <span class="k">return</span> <span class="p">[]</span> +</span><span id="L-514"><a href="#L-514"><span class="linenos">514</span></a> <span class="k">return</span> <span class="nb">list</span><span class="p">(</span><span class="n">_traverse_scope</span><span class="p">(</span><span class="n">Scope</span><span class="p">(</span><span class="n">expression</span><span class="p">)))</span> +</span><span id="L-515"><a href="#L-515"><span class="linenos">515</span></a> +</span><span id="L-516"><a href="#L-516"><span class="linenos">516</span></a> +</span><span id="L-517"><a href="#L-517"><span class="linenos">517</span></a><span class="k">def</span> <span class="nf">build_scope</span><span class="p">(</span><span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-></span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">Scope</span><span class="p">]:</span> +</span><span id="L-518"><a href="#L-518"><span class="linenos">518</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-519"><a href="#L-519"><span class="linenos">519</span></a><span class="sd"> Build a scope tree.</span> +</span><span id="L-520"><a href="#L-520"><span class="linenos">520</span></a> +</span><span id="L-521"><a href="#L-521"><span class="linenos">521</span></a><span class="sd"> Args:</span> +</span><span id="L-522"><a href="#L-522"><span class="linenos">522</span></a><span class="sd"> expression (exp.Expression): expression to build the scope tree for</span> +</span><span id="L-523"><a href="#L-523"><span class="linenos">523</span></a><span class="sd"> Returns:</span> +</span><span id="L-524"><a href="#L-524"><span class="linenos">524</span></a><span class="sd"> Scope: root scope</span> +</span><span id="L-525"><a href="#L-525"><span class="linenos">525</span></a><span class="sd"> """</span> +</span><span id="L-526"><a href="#L-526"><span class="linenos">526</span></a> <span class="n">scopes</span> <span class="o">=</span> <span class="n">traverse_scope</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span> +</span><span id="L-527"><a href="#L-527"><span class="linenos">527</span></a> <span class="k">if</span> <span class="n">scopes</span><span class="p">:</span> +</span><span id="L-528"><a href="#L-528"><span class="linenos">528</span></a> <span class="k">return</span> <span class="n">scopes</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> +</span><span id="L-529"><a href="#L-529"><span class="linenos">529</span></a> <span class="k">return</span> <span class="kc">None</span> +</span><span id="L-530"><a href="#L-530"><span class="linenos">530</span></a> +</span><span id="L-531"><a href="#L-531"><span class="linenos">531</span></a> +</span><span id="L-532"><a href="#L-532"><span class="linenos">532</span></a><span class="k">def</span> <span class="nf">_traverse_scope</span><span class="p">(</span><span class="n">scope</span><span class="p">):</span> +</span><span id="L-533"><a href="#L-533"><span class="linenos">533</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">):</span> +</span><span id="L-534"><a href="#L-534"><span class="linenos">534</span></a> <span class="k">yield from</span> <span class="n">_traverse_select</span><span class="p">(</span><span class="n">scope</span><span class="p">)</span> +</span><span id="L-535"><a href="#L-535"><span class="linenos">535</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Union</span><span class="p">):</span> +</span><span id="L-536"><a href="#L-536"><span class="linenos">536</span></a> <span class="k">yield from</span> <span class="n">_traverse_union</span><span class="p">(</span><span class="n">scope</span><span class="p">)</span> +</span><span id="L-537"><a href="#L-537"><span class="linenos">537</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subquery</span><span class="p">):</span> +</span><span id="L-538"><a href="#L-538"><span class="linenos">538</span></a> <span class="k">yield from</span> <span class="n">_traverse_subqueries</span><span class="p">(</span><span class="n">scope</span><span class="p">)</span> +</span><span id="L-539"><a href="#L-539"><span class="linenos">539</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span> +</span><span id="L-540"><a href="#L-540"><span class="linenos">540</span></a> <span class="k">yield from</span> <span class="n">_traverse_tables</span><span class="p">(</span><span class="n">scope</span><span class="p">)</span> +</span><span id="L-541"><a href="#L-541"><span class="linenos">541</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">UDTF</span><span class="p">):</span> +</span><span id="L-542"><a href="#L-542"><span class="linenos">542</span></a> <span class="k">pass</span> +</span><span id="L-543"><a href="#L-543"><span class="linenos">543</span></a> <span class="k">else</span><span class="p">:</span> +</span><span id="L-544"><a href="#L-544"><span class="linenos">544</span></a> <span class="n">logger</span><span class="o">.</span><span class="n">warning</span><span class="p">(</span> +</span><span id="L-545"><a href="#L-545"><span class="linenos">545</span></a> <span class="s2">"Cannot traverse scope </span><span class="si">%s</span><span class="s2"> with type '</span><span class="si">%s</span><span class="s2">'"</span><span class="p">,</span> <span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="nb">type</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="p">)</span> +</span><span id="L-546"><a href="#L-546"><span class="linenos">546</span></a> <span class="p">)</span> +</span><span id="L-547"><a href="#L-547"><span class="linenos">547</span></a> <span class="k">return</span> +</span><span id="L-548"><a href="#L-548"><span class="linenos">548</span></a> +</span><span id="L-549"><a href="#L-549"><span class="linenos">549</span></a> <span class="k">yield</span> <span class="n">scope</span> +</span><span id="L-550"><a href="#L-550"><span class="linenos">550</span></a> +</span><span id="L-551"><a href="#L-551"><span class="linenos">551</span></a> +</span><span id="L-552"><a href="#L-552"><span class="linenos">552</span></a><span class="k">def</span> <span class="nf">_traverse_select</span><span class="p">(</span><span class="n">scope</span><span class="p">):</span> +</span><span id="L-553"><a href="#L-553"><span class="linenos">553</span></a> <span class="k">yield from</span> <span class="n">_traverse_ctes</span><span class="p">(</span><span class="n">scope</span><span class="p">)</span> +</span><span id="L-554"><a href="#L-554"><span class="linenos">554</span></a> <span class="k">yield from</span> <span class="n">_traverse_tables</span><span class="p">(</span><span class="n">scope</span><span class="p">)</span> +</span><span id="L-555"><a href="#L-555"><span class="linenos">555</span></a> <span class="k">yield from</span> <span class="n">_traverse_subqueries</span><span class="p">(</span><span class="n">scope</span><span class="p">)</span> +</span><span id="L-556"><a href="#L-556"><span class="linenos">556</span></a> +</span><span id="L-557"><a href="#L-557"><span class="linenos">557</span></a> +</span><span id="L-558"><a href="#L-558"><span class="linenos">558</span></a><span class="k">def</span> <span class="nf">_traverse_union</span><span class="p">(</span><span class="n">scope</span><span class="p">):</span> +</span><span id="L-559"><a href="#L-559"><span class="linenos">559</span></a> <span class="k">yield from</span> <span class="n">_traverse_ctes</span><span class="p">(</span><span class="n">scope</span><span class="p">)</span> +</span><span id="L-560"><a href="#L-560"><span class="linenos">560</span></a> +</span><span id="L-561"><a href="#L-561"><span class="linenos">561</span></a> <span class="c1"># The last scope to be yield should be the top most scope</span> +</span><span id="L-562"><a href="#L-562"><span class="linenos">562</span></a> <span class="n">left</span> <span class="o">=</span> <span class="kc">None</span> +</span><span id="L-563"><a href="#L-563"><span class="linenos">563</span></a> <span class="k">for</span> <span class="n">left</span> <span class="ow">in</span> <span class="n">_traverse_scope</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">branch</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">left</span><span class="p">,</span> <span class="n">scope_type</span><span class="o">=</span><span class="n">ScopeType</span><span class="o">.</span><span class="n">UNION</span><span class="p">)):</span> +</span><span id="L-564"><a href="#L-564"><span class="linenos">564</span></a> <span class="k">yield</span> <span class="n">left</span> +</span><span id="L-565"><a href="#L-565"><span class="linenos">565</span></a> +</span><span id="L-566"><a href="#L-566"><span class="linenos">566</span></a> <span class="n">right</span> <span class="o">=</span> <span class="kc">None</span> +</span><span id="L-567"><a href="#L-567"><span class="linenos">567</span></a> <span class="k">for</span> <span class="n">right</span> <span class="ow">in</span> <span class="n">_traverse_scope</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">branch</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">right</span><span class="p">,</span> <span class="n">scope_type</span><span class="o">=</span><span class="n">ScopeType</span><span class="o">.</span><span class="n">UNION</span><span class="p">)):</span> +</span><span id="L-568"><a href="#L-568"><span class="linenos">568</span></a> <span class="k">yield</span> <span class="n">right</span> </span><span id="L-569"><a href="#L-569"><span class="linenos">569</span></a> -</span><span id="L-570"><a href="#L-570"><span class="linenos">570</span></a> -</span><span id="L-571"><a href="#L-571"><span class="linenos">571</span></a><span class="k">def</span> <span class="nf">_traverse_union</span><span class="p">(</span><span class="n">scope</span><span class="p">):</span> -</span><span id="L-572"><a href="#L-572"><span class="linenos">572</span></a> <span class="k">yield from</span> <span class="n">_traverse_ctes</span><span class="p">(</span><span class="n">scope</span><span class="p">)</span> -</span><span id="L-573"><a href="#L-573"><span class="linenos">573</span></a> -</span><span id="L-574"><a href="#L-574"><span class="linenos">574</span></a> <span class="c1"># The last scope to be yield should be the top most scope</span> -</span><span id="L-575"><a href="#L-575"><span class="linenos">575</span></a> <span class="n">left</span> <span class="o">=</span> <span class="kc">None</span> -</span><span id="L-576"><a href="#L-576"><span class="linenos">576</span></a> <span class="k">for</span> <span class="n">left</span> <span class="ow">in</span> <span class="n">_traverse_scope</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">branch</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">left</span><span class="p">,</span> <span class="n">scope_type</span><span class="o">=</span><span class="n">ScopeType</span><span class="o">.</span><span class="n">UNION</span><span class="p">)):</span> -</span><span id="L-577"><a href="#L-577"><span class="linenos">577</span></a> <span class="k">yield</span> <span class="n">left</span> +</span><span id="L-570"><a href="#L-570"><span class="linenos">570</span></a> <span class="n">scope</span><span class="o">.</span><span class="n">union_scopes</span> <span class="o">=</span> <span class="p">[</span><span class="n">left</span><span class="p">,</span> <span class="n">right</span><span class="p">]</span> +</span><span id="L-571"><a href="#L-571"><span class="linenos">571</span></a> +</span><span id="L-572"><a href="#L-572"><span class="linenos">572</span></a> +</span><span id="L-573"><a href="#L-573"><span class="linenos">573</span></a><span class="k">def</span> <span class="nf">_traverse_ctes</span><span class="p">(</span><span class="n">scope</span><span class="p">):</span> +</span><span id="L-574"><a href="#L-574"><span class="linenos">574</span></a> <span class="n">sources</span> <span class="o">=</span> <span class="p">{}</span> +</span><span id="L-575"><a href="#L-575"><span class="linenos">575</span></a> +</span><span id="L-576"><a href="#L-576"><span class="linenos">576</span></a> <span class="k">for</span> <span class="n">cte</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">ctes</span><span class="p">:</span> +</span><span id="L-577"><a href="#L-577"><span class="linenos">577</span></a> <span class="n">recursive_scope</span> <span class="o">=</span> <span class="kc">None</span> </span><span id="L-578"><a href="#L-578"><span class="linenos">578</span></a> -</span><span id="L-579"><a href="#L-579"><span class="linenos">579</span></a> <span class="n">right</span> <span class="o">=</span> <span class="kc">None</span> -</span><span id="L-580"><a href="#L-580"><span class="linenos">580</span></a> <span class="k">for</span> <span class="n">right</span> <span class="ow">in</span> <span class="n">_traverse_scope</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">branch</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">right</span><span class="p">,</span> <span class="n">scope_type</span><span class="o">=</span><span class="n">ScopeType</span><span class="o">.</span><span class="n">UNION</span><span class="p">)):</span> -</span><span id="L-581"><a href="#L-581"><span class="linenos">581</span></a> <span class="k">yield</span> <span class="n">right</span> -</span><span id="L-582"><a href="#L-582"><span class="linenos">582</span></a> -</span><span id="L-583"><a href="#L-583"><span class="linenos">583</span></a> <span class="n">scope</span><span class="o">.</span><span class="n">union_scopes</span> <span class="o">=</span> <span class="p">[</span><span class="n">left</span><span class="p">,</span> <span class="n">right</span><span class="p">]</span> +</span><span id="L-579"><a href="#L-579"><span class="linenos">579</span></a> <span class="c1"># if the scope is a recursive cte, it must be in the form of</span> +</span><span id="L-580"><a href="#L-580"><span class="linenos">580</span></a> <span class="c1"># base_case UNION recursive. thus the recursive scope is the first</span> +</span><span id="L-581"><a href="#L-581"><span class="linenos">581</span></a> <span class="c1"># section of the union.</span> +</span><span id="L-582"><a href="#L-582"><span class="linenos">582</span></a> <span class="k">if</span> <span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s2">"with"</span><span class="p">]</span><span class="o">.</span><span class="n">recursive</span><span class="p">:</span> +</span><span id="L-583"><a href="#L-583"><span class="linenos">583</span></a> <span class="n">union</span> <span class="o">=</span> <span class="n">cte</span><span class="o">.</span><span class="n">this</span> </span><span id="L-584"><a href="#L-584"><span class="linenos">584</span></a> -</span><span id="L-585"><a href="#L-585"><span class="linenos">585</span></a> -</span><span id="L-586"><a href="#L-586"><span class="linenos">586</span></a><span class="k">def</span> <span class="nf">_traverse_ctes</span><span class="p">(</span><span class="n">scope</span><span class="p">):</span> -</span><span id="L-587"><a href="#L-587"><span class="linenos">587</span></a> <span class="n">sources</span> <span class="o">=</span> <span class="p">{}</span> -</span><span id="L-588"><a href="#L-588"><span class="linenos">588</span></a> -</span><span id="L-589"><a href="#L-589"><span class="linenos">589</span></a> <span class="k">for</span> <span class="n">cte</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">ctes</span><span class="p">:</span> -</span><span id="L-590"><a href="#L-590"><span class="linenos">590</span></a> <span class="n">recursive_scope</span> <span class="o">=</span> <span class="kc">None</span> -</span><span id="L-591"><a href="#L-591"><span class="linenos">591</span></a> -</span><span id="L-592"><a href="#L-592"><span class="linenos">592</span></a> <span class="c1"># if the scope is a recursive cte, it must be in the form of</span> -</span><span id="L-593"><a href="#L-593"><span class="linenos">593</span></a> <span class="c1"># base_case UNION recursive. thus the recursive scope is the first</span> -</span><span id="L-594"><a href="#L-594"><span class="linenos">594</span></a> <span class="c1"># section of the union.</span> -</span><span id="L-595"><a href="#L-595"><span class="linenos">595</span></a> <span class="k">if</span> <span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s2">"with"</span><span class="p">]</span><span class="o">.</span><span class="n">recursive</span><span class="p">:</span> -</span><span id="L-596"><a href="#L-596"><span class="linenos">596</span></a> <span class="n">union</span> <span class="o">=</span> <span class="n">cte</span><span class="o">.</span><span class="n">this</span> -</span><span id="L-597"><a href="#L-597"><span class="linenos">597</span></a> -</span><span id="L-598"><a href="#L-598"><span class="linenos">598</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">union</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Union</span><span class="p">):</span> -</span><span id="L-599"><a href="#L-599"><span class="linenos">599</span></a> <span class="n">recursive_scope</span> <span class="o">=</span> <span class="n">scope</span><span class="o">.</span><span class="n">branch</span><span class="p">(</span><span class="n">union</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">scope_type</span><span class="o">=</span><span class="n">ScopeType</span><span class="o">.</span><span class="n">CTE</span><span class="p">)</span> -</span><span id="L-600"><a href="#L-600"><span class="linenos">600</span></a> -</span><span id="L-601"><a href="#L-601"><span class="linenos">601</span></a> <span class="n">child_scope</span> <span class="o">=</span> <span class="kc">None</span> +</span><span id="L-585"><a href="#L-585"><span class="linenos">585</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">union</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Union</span><span class="p">):</span> +</span><span id="L-586"><a href="#L-586"><span class="linenos">586</span></a> <span class="n">recursive_scope</span> <span class="o">=</span> <span class="n">scope</span><span class="o">.</span><span class="n">branch</span><span class="p">(</span><span class="n">union</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">scope_type</span><span class="o">=</span><span class="n">ScopeType</span><span class="o">.</span><span class="n">CTE</span><span class="p">)</span> +</span><span id="L-587"><a href="#L-587"><span class="linenos">587</span></a> +</span><span id="L-588"><a href="#L-588"><span class="linenos">588</span></a> <span class="n">child_scope</span> <span class="o">=</span> <span class="kc">None</span> +</span><span id="L-589"><a href="#L-589"><span class="linenos">589</span></a> +</span><span id="L-590"><a href="#L-590"><span class="linenos">590</span></a> <span class="k">for</span> <span class="n">child_scope</span> <span class="ow">in</span> <span class="n">_traverse_scope</span><span class="p">(</span> +</span><span id="L-591"><a href="#L-591"><span class="linenos">591</span></a> <span class="n">scope</span><span class="o">.</span><span class="n">branch</span><span class="p">(</span> +</span><span id="L-592"><a href="#L-592"><span class="linenos">592</span></a> <span class="n">cte</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> +</span><span id="L-593"><a href="#L-593"><span class="linenos">593</span></a> <span class="n">chain_sources</span><span class="o">=</span><span class="n">sources</span><span class="p">,</span> +</span><span id="L-594"><a href="#L-594"><span class="linenos">594</span></a> <span class="n">outer_column_list</span><span class="o">=</span><span class="n">cte</span><span class="o">.</span><span class="n">alias_column_names</span><span class="p">,</span> +</span><span id="L-595"><a href="#L-595"><span class="linenos">595</span></a> <span class="n">scope_type</span><span class="o">=</span><span class="n">ScopeType</span><span class="o">.</span><span class="n">CTE</span><span class="p">,</span> +</span><span id="L-596"><a href="#L-596"><span class="linenos">596</span></a> <span class="p">)</span> +</span><span id="L-597"><a href="#L-597"><span class="linenos">597</span></a> <span class="p">):</span> +</span><span id="L-598"><a href="#L-598"><span class="linenos">598</span></a> <span class="k">yield</span> <span class="n">child_scope</span> +</span><span id="L-599"><a href="#L-599"><span class="linenos">599</span></a> +</span><span id="L-600"><a href="#L-600"><span class="linenos">600</span></a> <span class="n">alias</span> <span class="o">=</span> <span class="n">cte</span><span class="o">.</span><span class="n">alias</span> +</span><span id="L-601"><a href="#L-601"><span class="linenos">601</span></a> <span class="n">sources</span><span class="p">[</span><span class="n">alias</span><span class="p">]</span> <span class="o">=</span> <span class="n">child_scope</span> </span><span id="L-602"><a href="#L-602"><span class="linenos">602</span></a> -</span><span id="L-603"><a href="#L-603"><span class="linenos">603</span></a> <span class="k">for</span> <span class="n">child_scope</span> <span class="ow">in</span> <span class="n">_traverse_scope</span><span class="p">(</span> -</span><span id="L-604"><a href="#L-604"><span class="linenos">604</span></a> <span class="n">scope</span><span class="o">.</span><span class="n">branch</span><span class="p">(</span> -</span><span id="L-605"><a href="#L-605"><span class="linenos">605</span></a> <span class="n">cte</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> -</span><span id="L-606"><a href="#L-606"><span class="linenos">606</span></a> <span class="n">chain_sources</span><span class="o">=</span><span class="n">sources</span><span class="p">,</span> -</span><span id="L-607"><a href="#L-607"><span class="linenos">607</span></a> <span class="n">outer_column_list</span><span class="o">=</span><span class="n">cte</span><span class="o">.</span><span class="n">alias_column_names</span><span class="p">,</span> -</span><span id="L-608"><a href="#L-608"><span class="linenos">608</span></a> <span class="n">scope_type</span><span class="o">=</span><span class="n">ScopeType</span><span class="o">.</span><span class="n">CTE</span><span class="p">,</span> -</span><span id="L-609"><a href="#L-609"><span class="linenos">609</span></a> <span class="p">)</span> -</span><span id="L-610"><a href="#L-610"><span class="linenos">610</span></a> <span class="p">):</span> -</span><span id="L-611"><a href="#L-611"><span class="linenos">611</span></a> <span class="k">yield</span> <span class="n">child_scope</span> +</span><span id="L-603"><a href="#L-603"><span class="linenos">603</span></a> <span class="k">if</span> <span class="n">recursive_scope</span><span class="p">:</span> +</span><span id="L-604"><a href="#L-604"><span class="linenos">604</span></a> <span class="n">child_scope</span><span class="o">.</span><span class="n">add_source</span><span class="p">(</span><span class="n">alias</span><span class="p">,</span> <span class="n">recursive_scope</span><span class="p">)</span> +</span><span id="L-605"><a href="#L-605"><span class="linenos">605</span></a> +</span><span id="L-606"><a href="#L-606"><span class="linenos">606</span></a> <span class="c1"># append the final child_scope yielded</span> +</span><span id="L-607"><a href="#L-607"><span class="linenos">607</span></a> <span class="k">if</span> <span class="n">child_scope</span><span class="p">:</span> +</span><span id="L-608"><a href="#L-608"><span class="linenos">608</span></a> <span class="n">scope</span><span class="o">.</span><span class="n">cte_scopes</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">child_scope</span><span class="p">)</span> +</span><span id="L-609"><a href="#L-609"><span class="linenos">609</span></a> +</span><span id="L-610"><a href="#L-610"><span class="linenos">610</span></a> <span class="n">scope</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">sources</span><span class="p">)</span> +</span><span id="L-611"><a href="#L-611"><span class="linenos">611</span></a> </span><span id="L-612"><a href="#L-612"><span class="linenos">612</span></a> -</span><span id="L-613"><a href="#L-613"><span class="linenos">613</span></a> <span class="n">alias</span> <span class="o">=</span> <span class="n">cte</span><span class="o">.</span><span class="n">alias</span> -</span><span id="L-614"><a href="#L-614"><span class="linenos">614</span></a> <span class="n">sources</span><span class="p">[</span><span class="n">alias</span><span class="p">]</span> <span class="o">=</span> <span class="n">child_scope</span> -</span><span id="L-615"><a href="#L-615"><span class="linenos">615</span></a> -</span><span id="L-616"><a href="#L-616"><span class="linenos">616</span></a> <span class="k">if</span> <span class="n">recursive_scope</span><span class="p">:</span> -</span><span id="L-617"><a href="#L-617"><span class="linenos">617</span></a> <span class="n">child_scope</span><span class="o">.</span><span class="n">add_source</span><span class="p">(</span><span class="n">alias</span><span class="p">,</span> <span class="n">recursive_scope</span><span class="p">)</span> -</span><span id="L-618"><a href="#L-618"><span class="linenos">618</span></a> -</span><span id="L-619"><a href="#L-619"><span class="linenos">619</span></a> <span class="c1"># append the final child_scope yielded</span> -</span><span id="L-620"><a href="#L-620"><span class="linenos">620</span></a> <span class="k">if</span> <span class="n">child_scope</span><span class="p">:</span> -</span><span id="L-621"><a href="#L-621"><span class="linenos">621</span></a> <span class="n">scope</span><span class="o">.</span><span class="n">cte_scopes</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">child_scope</span><span class="p">)</span> -</span><span id="L-622"><a href="#L-622"><span class="linenos">622</span></a> -</span><span id="L-623"><a href="#L-623"><span class="linenos">623</span></a> <span class="n">scope</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">sources</span><span class="p">)</span> +</span><span id="L-613"><a href="#L-613"><span class="linenos">613</span></a><span class="k">def</span> <span class="nf">_is_subquery_scope</span><span class="p">(</span><span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subquery</span><span class="p">)</span> <span class="o">-></span> <span class="nb">bool</span><span class="p">:</span> +</span><span id="L-614"><a href="#L-614"><span class="linenos">614</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-615"><a href="#L-615"><span class="linenos">615</span></a><span class="sd"> We represent (tbl1 JOIN tbl2) as a Subquery, but it's not really a new scope.</span> +</span><span id="L-616"><a href="#L-616"><span class="linenos">616</span></a><span class="sd"> If an alias is present, it shadows all names under the Subquery, so that's an</span> +</span><span id="L-617"><a href="#L-617"><span class="linenos">617</span></a><span class="sd"> exception to this rule.</span> +</span><span id="L-618"><a href="#L-618"><span class="linenos">618</span></a><span class="sd"> """</span> +</span><span id="L-619"><a href="#L-619"><span class="linenos">619</span></a> <span class="k">return</span> <span class="nb">bool</span><span class="p">(</span><span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">unnest</span><span class="p">(),</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">)</span> <span class="ow">or</span> <span class="n">expression</span><span class="o">.</span><span class="n">alias</span><span class="p">)</span> +</span><span id="L-620"><a href="#L-620"><span class="linenos">620</span></a> +</span><span id="L-621"><a href="#L-621"><span class="linenos">621</span></a> +</span><span id="L-622"><a href="#L-622"><span class="linenos">622</span></a><span class="k">def</span> <span class="nf">_traverse_tables</span><span class="p">(</span><span class="n">scope</span><span class="p">):</span> +</span><span id="L-623"><a href="#L-623"><span class="linenos">623</span></a> <span class="n">sources</span> <span class="o">=</span> <span class="p">{}</span> </span><span id="L-624"><a href="#L-624"><span class="linenos">624</span></a> -</span><span id="L-625"><a href="#L-625"><span class="linenos">625</span></a> -</span><span id="L-626"><a href="#L-626"><span class="linenos">626</span></a><span class="k">def</span> <span class="nf">_traverse_tables</span><span class="p">(</span><span class="n">scope</span><span class="p">):</span> -</span><span id="L-627"><a href="#L-627"><span class="linenos">627</span></a> <span class="n">sources</span> <span class="o">=</span> <span class="p">{}</span> -</span><span id="L-628"><a href="#L-628"><span class="linenos">628</span></a> -</span><span id="L-629"><a href="#L-629"><span class="linenos">629</span></a> <span class="c1"># Traverse FROMs, JOINs, and LATERALs in the order they are defined</span> -</span><span id="L-630"><a href="#L-630"><span class="linenos">630</span></a> <span class="n">expressions</span> <span class="o">=</span> <span class="p">[]</span> -</span><span id="L-631"><a href="#L-631"><span class="linenos">631</span></a> <span class="n">from_</span> <span class="o">=</span> <span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"from"</span><span class="p">)</span> -</span><span id="L-632"><a href="#L-632"><span class="linenos">632</span></a> <span class="k">if</span> <span class="n">from_</span><span class="p">:</span> -</span><span id="L-633"><a href="#L-633"><span class="linenos">633</span></a> <span class="n">expressions</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">from_</span><span class="o">.</span><span class="n">this</span><span class="p">)</span> -</span><span id="L-634"><a href="#L-634"><span class="linenos">634</span></a> -</span><span id="L-635"><a href="#L-635"><span class="linenos">635</span></a> <span class="k">for</span> <span class="n">join</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"joins"</span><span class="p">)</span> <span class="ow">or</span> <span class="p">[]:</span> -</span><span id="L-636"><a href="#L-636"><span class="linenos">636</span></a> <span class="n">expressions</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">join</span><span class="o">.</span><span class="n">this</span><span class="p">)</span> -</span><span id="L-637"><a href="#L-637"><span class="linenos">637</span></a> -</span><span id="L-638"><a href="#L-638"><span class="linenos">638</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span> -</span><span id="L-639"><a href="#L-639"><span class="linenos">639</span></a> <span class="n">expressions</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="p">)</span> -</span><span id="L-640"><a href="#L-640"><span class="linenos">640</span></a> -</span><span id="L-641"><a href="#L-641"><span class="linenos">641</span></a> <span class="n">expressions</span><span class="o">.</span><span class="n">extend</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"laterals"</span><span class="p">)</span> <span class="ow">or</span> <span class="p">[])</span> -</span><span id="L-642"><a href="#L-642"><span class="linenos">642</span></a> -</span><span id="L-643"><a href="#L-643"><span class="linenos">643</span></a> <span class="k">for</span> <span class="n">expression</span> <span class="ow">in</span> <span class="n">expressions</span><span class="p">:</span> -</span><span id="L-644"><a href="#L-644"><span class="linenos">644</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span> -</span><span id="L-645"><a href="#L-645"><span class="linenos">645</span></a> <span class="n">table_name</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">name</span> -</span><span id="L-646"><a href="#L-646"><span class="linenos">646</span></a> <span class="n">source_name</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">alias_or_name</span> -</span><span id="L-647"><a href="#L-647"><span class="linenos">647</span></a> -</span><span id="L-648"><a href="#L-648"><span class="linenos">648</span></a> <span class="k">if</span> <span class="n">table_name</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">sources</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">expression</span><span class="o">.</span><span class="n">db</span><span class="p">:</span> -</span><span id="L-649"><a href="#L-649"><span class="linenos">649</span></a> <span class="c1"># This is a reference to a parent source (e.g. a CTE), not an actual table, unless</span> -</span><span id="L-650"><a href="#L-650"><span class="linenos">650</span></a> <span class="c1"># it is pivoted, because then we get back a new table and hence a new source.</span> -</span><span id="L-651"><a href="#L-651"><span class="linenos">651</span></a> <span class="n">pivots</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"pivots"</span><span class="p">)</span> -</span><span id="L-652"><a href="#L-652"><span class="linenos">652</span></a> <span class="k">if</span> <span class="n">pivots</span><span class="p">:</span> -</span><span id="L-653"><a href="#L-653"><span class="linenos">653</span></a> <span class="n">sources</span><span class="p">[</span><span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">alias</span><span class="p">]</span> <span class="o">=</span> <span class="n">expression</span> -</span><span id="L-654"><a href="#L-654"><span class="linenos">654</span></a> <span class="k">else</span><span class="p">:</span> -</span><span id="L-655"><a href="#L-655"><span class="linenos">655</span></a> <span class="n">sources</span><span class="p">[</span><span class="n">source_name</span><span class="p">]</span> <span class="o">=</span> <span class="n">scope</span><span class="o">.</span><span class="n">sources</span><span class="p">[</span><span class="n">table_name</span><span class="p">]</span> -</span><span id="L-656"><a href="#L-656"><span class="linenos">656</span></a> <span class="k">elif</span> <span class="n">source_name</span> <span class="ow">in</span> <span class="n">sources</span><span class="p">:</span> -</span><span id="L-657"><a href="#L-657"><span class="linenos">657</span></a> <span class="n">sources</span><span class="p">[</span><span class="n">find_new_name</span><span class="p">(</span><span class="n">sources</span><span class="p">,</span> <span class="n">table_name</span><span class="p">)]</span> <span class="o">=</span> <span class="n">expression</span> -</span><span id="L-658"><a href="#L-658"><span class="linenos">658</span></a> <span class="k">else</span><span class="p">:</span> -</span><span id="L-659"><a href="#L-659"><span class="linenos">659</span></a> <span class="n">sources</span><span class="p">[</span><span class="n">source_name</span><span class="p">]</span> <span class="o">=</span> <span class="n">expression</span> -</span><span id="L-660"><a href="#L-660"><span class="linenos">660</span></a> <span class="k">continue</span> -</span><span id="L-661"><a href="#L-661"><span class="linenos">661</span></a> -</span><span id="L-662"><a href="#L-662"><span class="linenos">662</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DerivedTable</span><span class="p">):</span> -</span><span id="L-663"><a href="#L-663"><span class="linenos">663</span></a> <span class="k">continue</span> -</span><span id="L-664"><a href="#L-664"><span class="linenos">664</span></a> -</span><span id="L-665"><a href="#L-665"><span class="linenos">665</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">UDTF</span><span class="p">):</span> -</span><span id="L-666"><a href="#L-666"><span class="linenos">666</span></a> <span class="n">lateral_sources</span> <span class="o">=</span> <span class="n">sources</span> -</span><span id="L-667"><a href="#L-667"><span class="linenos">667</span></a> <span class="n">scope_type</span> <span class="o">=</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">UDTF</span> -</span><span id="L-668"><a href="#L-668"><span class="linenos">668</span></a> <span class="n">scopes</span> <span class="o">=</span> <span class="n">scope</span><span class="o">.</span><span class="n">udtf_scopes</span> -</span><span id="L-669"><a href="#L-669"><span class="linenos">669</span></a> <span class="k">else</span><span class="p">:</span> -</span><span id="L-670"><a href="#L-670"><span class="linenos">670</span></a> <span class="n">lateral_sources</span> <span class="o">=</span> <span class="kc">None</span> -</span><span id="L-671"><a href="#L-671"><span class="linenos">671</span></a> <span class="n">scope_type</span> <span class="o">=</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">DERIVED_TABLE</span> -</span><span id="L-672"><a href="#L-672"><span class="linenos">672</span></a> <span class="n">scopes</span> <span class="o">=</span> <span class="n">scope</span><span class="o">.</span><span class="n">derived_table_scopes</span> -</span><span id="L-673"><a href="#L-673"><span class="linenos">673</span></a> -</span><span id="L-674"><a href="#L-674"><span class="linenos">674</span></a> <span class="k">for</span> <span class="n">child_scope</span> <span class="ow">in</span> <span class="n">_traverse_scope</span><span class="p">(</span> -</span><span id="L-675"><a href="#L-675"><span class="linenos">675</span></a> <span class="n">scope</span><span class="o">.</span><span class="n">branch</span><span class="p">(</span> -</span><span id="L-676"><a href="#L-676"><span class="linenos">676</span></a> <span class="n">expression</span><span class="p">,</span> -</span><span id="L-677"><a href="#L-677"><span class="linenos">677</span></a> <span class="n">lateral_sources</span><span class="o">=</span><span class="n">lateral_sources</span><span class="p">,</span> -</span><span id="L-678"><a href="#L-678"><span class="linenos">678</span></a> <span class="n">outer_column_list</span><span class="o">=</span><span class="n">expression</span><span class="o">.</span><span class="n">alias_column_names</span><span class="p">,</span> -</span><span id="L-679"><a href="#L-679"><span class="linenos">679</span></a> <span class="n">scope_type</span><span class="o">=</span><span class="n">scope_type</span><span class="p">,</span> -</span><span id="L-680"><a href="#L-680"><span class="linenos">680</span></a> <span class="p">)</span> -</span><span id="L-681"><a href="#L-681"><span class="linenos">681</span></a> <span class="p">):</span> -</span><span id="L-682"><a href="#L-682"><span class="linenos">682</span></a> <span class="k">yield</span> <span class="n">child_scope</span> -</span><span id="L-683"><a href="#L-683"><span class="linenos">683</span></a> -</span><span id="L-684"><a href="#L-684"><span class="linenos">684</span></a> <span class="c1"># Tables without aliases will be set as ""</span> -</span><span id="L-685"><a href="#L-685"><span class="linenos">685</span></a> <span class="c1"># This shouldn't be a problem once qualify_columns runs, as it adds aliases on everything.</span> -</span><span id="L-686"><a href="#L-686"><span class="linenos">686</span></a> <span class="c1"># Until then, this means that only a single, unaliased derived table is allowed (rather,</span> -</span><span id="L-687"><a href="#L-687"><span class="linenos">687</span></a> <span class="c1"># the latest one wins.</span> -</span><span id="L-688"><a href="#L-688"><span class="linenos">688</span></a> <span class="n">alias</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">alias</span> -</span><span id="L-689"><a href="#L-689"><span class="linenos">689</span></a> <span class="n">sources</span><span class="p">[</span><span class="n">alias</span><span class="p">]</span> <span class="o">=</span> <span class="n">child_scope</span> -</span><span id="L-690"><a href="#L-690"><span class="linenos">690</span></a> -</span><span id="L-691"><a href="#L-691"><span class="linenos">691</span></a> <span class="c1"># append the final child_scope yielded</span> -</span><span id="L-692"><a href="#L-692"><span class="linenos">692</span></a> <span class="n">scopes</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">child_scope</span><span class="p">)</span> -</span><span id="L-693"><a href="#L-693"><span class="linenos">693</span></a> <span class="n">scope</span><span class="o">.</span><span class="n">table_scopes</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">child_scope</span><span class="p">)</span> -</span><span id="L-694"><a href="#L-694"><span class="linenos">694</span></a> -</span><span id="L-695"><a href="#L-695"><span class="linenos">695</span></a> <span class="n">scope</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">sources</span><span class="p">)</span> -</span><span id="L-696"><a href="#L-696"><span class="linenos">696</span></a> +</span><span id="L-625"><a href="#L-625"><span class="linenos">625</span></a> <span class="c1"># Traverse FROMs, JOINs, and LATERALs in the order they are defined</span> +</span><span id="L-626"><a href="#L-626"><span class="linenos">626</span></a> <span class="n">expressions</span> <span class="o">=</span> <span class="p">[]</span> +</span><span id="L-627"><a href="#L-627"><span class="linenos">627</span></a> <span class="n">from_</span> <span class="o">=</span> <span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"from"</span><span class="p">)</span> +</span><span id="L-628"><a href="#L-628"><span class="linenos">628</span></a> <span class="k">if</span> <span class="n">from_</span><span class="p">:</span> +</span><span id="L-629"><a href="#L-629"><span class="linenos">629</span></a> <span class="n">expressions</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">from_</span><span class="o">.</span><span class="n">this</span><span class="p">)</span> +</span><span id="L-630"><a href="#L-630"><span class="linenos">630</span></a> +</span><span id="L-631"><a href="#L-631"><span class="linenos">631</span></a> <span class="k">for</span> <span class="n">join</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"joins"</span><span class="p">)</span> <span class="ow">or</span> <span class="p">[]:</span> +</span><span id="L-632"><a href="#L-632"><span class="linenos">632</span></a> <span class="n">expressions</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">join</span><span class="o">.</span><span class="n">this</span><span class="p">)</span> +</span><span id="L-633"><a href="#L-633"><span class="linenos">633</span></a> +</span><span id="L-634"><a href="#L-634"><span class="linenos">634</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span> +</span><span id="L-635"><a href="#L-635"><span class="linenos">635</span></a> <span class="n">expressions</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="p">)</span> +</span><span id="L-636"><a href="#L-636"><span class="linenos">636</span></a> +</span><span id="L-637"><a href="#L-637"><span class="linenos">637</span></a> <span class="n">expressions</span><span class="o">.</span><span class="n">extend</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"laterals"</span><span class="p">)</span> <span class="ow">or</span> <span class="p">[])</span> +</span><span id="L-638"><a href="#L-638"><span class="linenos">638</span></a> +</span><span id="L-639"><a href="#L-639"><span class="linenos">639</span></a> <span class="k">for</span> <span class="n">expression</span> <span class="ow">in</span> <span class="n">expressions</span><span class="p">:</span> +</span><span id="L-640"><a href="#L-640"><span class="linenos">640</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span> +</span><span id="L-641"><a href="#L-641"><span class="linenos">641</span></a> <span class="n">table_name</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">name</span> +</span><span id="L-642"><a href="#L-642"><span class="linenos">642</span></a> <span class="n">source_name</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">alias_or_name</span> +</span><span id="L-643"><a href="#L-643"><span class="linenos">643</span></a> +</span><span id="L-644"><a href="#L-644"><span class="linenos">644</span></a> <span class="k">if</span> <span class="n">table_name</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">sources</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">expression</span><span class="o">.</span><span class="n">db</span><span class="p">:</span> +</span><span id="L-645"><a href="#L-645"><span class="linenos">645</span></a> <span class="c1"># This is a reference to a parent source (e.g. a CTE), not an actual table, unless</span> +</span><span id="L-646"><a href="#L-646"><span class="linenos">646</span></a> <span class="c1"># it is pivoted, because then we get back a new table and hence a new source.</span> +</span><span id="L-647"><a href="#L-647"><span class="linenos">647</span></a> <span class="n">pivots</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"pivots"</span><span class="p">)</span> +</span><span id="L-648"><a href="#L-648"><span class="linenos">648</span></a> <span class="k">if</span> <span class="n">pivots</span><span class="p">:</span> +</span><span id="L-649"><a href="#L-649"><span class="linenos">649</span></a> <span class="n">sources</span><span class="p">[</span><span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">alias</span><span class="p">]</span> <span class="o">=</span> <span class="n">expression</span> +</span><span id="L-650"><a href="#L-650"><span class="linenos">650</span></a> <span class="k">else</span><span class="p">:</span> +</span><span id="L-651"><a href="#L-651"><span class="linenos">651</span></a> <span class="n">sources</span><span class="p">[</span><span class="n">source_name</span><span class="p">]</span> <span class="o">=</span> <span class="n">scope</span><span class="o">.</span><span class="n">sources</span><span class="p">[</span><span class="n">table_name</span><span class="p">]</span> +</span><span id="L-652"><a href="#L-652"><span class="linenos">652</span></a> <span class="k">elif</span> <span class="n">source_name</span> <span class="ow">in</span> <span class="n">sources</span><span class="p">:</span> +</span><span id="L-653"><a href="#L-653"><span class="linenos">653</span></a> <span class="n">sources</span><span class="p">[</span><span class="n">find_new_name</span><span class="p">(</span><span class="n">sources</span><span class="p">,</span> <span class="n">table_name</span><span class="p">)]</span> <span class="o">=</span> <span class="n">expression</span> +</span><span id="L-654"><a href="#L-654"><span class="linenos">654</span></a> <span class="k">else</span><span class="p">:</span> +</span><span id="L-655"><a href="#L-655"><span class="linenos">655</span></a> <span class="n">sources</span><span class="p">[</span><span class="n">source_name</span><span class="p">]</span> <span class="o">=</span> <span class="n">expression</span> +</span><span id="L-656"><a href="#L-656"><span class="linenos">656</span></a> +</span><span id="L-657"><a href="#L-657"><span class="linenos">657</span></a> <span class="n">expressions</span><span class="o">.</span><span class="n">extend</span><span class="p">(</span><span class="n">join</span><span class="o">.</span><span class="n">this</span> <span class="k">for</span> <span class="n">join</span> <span class="ow">in</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"joins"</span><span class="p">)</span> <span class="ow">or</span> <span class="p">[])</span> +</span><span id="L-658"><a href="#L-658"><span class="linenos">658</span></a> <span class="k">continue</span> +</span><span id="L-659"><a href="#L-659"><span class="linenos">659</span></a> +</span><span id="L-660"><a href="#L-660"><span class="linenos">660</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DerivedTable</span><span class="p">):</span> +</span><span id="L-661"><a href="#L-661"><span class="linenos">661</span></a> <span class="k">continue</span> +</span><span id="L-662"><a href="#L-662"><span class="linenos">662</span></a> +</span><span id="L-663"><a href="#L-663"><span class="linenos">663</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">UDTF</span><span class="p">):</span> +</span><span id="L-664"><a href="#L-664"><span class="linenos">664</span></a> <span class="n">lateral_sources</span> <span class="o">=</span> <span class="n">sources</span> +</span><span id="L-665"><a href="#L-665"><span class="linenos">665</span></a> <span class="n">scope_type</span> <span class="o">=</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">UDTF</span> +</span><span id="L-666"><a href="#L-666"><span class="linenos">666</span></a> <span class="n">scopes</span> <span class="o">=</span> <span class="n">scope</span><span class="o">.</span><span class="n">udtf_scopes</span> +</span><span id="L-667"><a href="#L-667"><span class="linenos">667</span></a> <span class="k">elif</span> <span class="n">_is_subquery_scope</span><span class="p">(</span><span class="n">expression</span><span class="p">):</span> +</span><span id="L-668"><a href="#L-668"><span class="linenos">668</span></a> <span class="n">lateral_sources</span> <span class="o">=</span> <span class="kc">None</span> +</span><span id="L-669"><a href="#L-669"><span class="linenos">669</span></a> <span class="n">scope_type</span> <span class="o">=</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">DERIVED_TABLE</span> +</span><span id="L-670"><a href="#L-670"><span class="linenos">670</span></a> <span class="n">scopes</span> <span class="o">=</span> <span class="n">scope</span><span class="o">.</span><span class="n">derived_table_scopes</span> +</span><span id="L-671"><a href="#L-671"><span class="linenos">671</span></a> <span class="k">else</span><span class="p">:</span> +</span><span id="L-672"><a href="#L-672"><span class="linenos">672</span></a> <span class="c1"># Makes sure we check for possible sources in nested table constructs</span> +</span><span id="L-673"><a href="#L-673"><span class="linenos">673</span></a> <span class="n">expressions</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="p">)</span> +</span><span id="L-674"><a href="#L-674"><span class="linenos">674</span></a> <span class="n">expressions</span><span class="o">.</span><span class="n">extend</span><span class="p">(</span><span class="n">join</span><span class="o">.</span><span class="n">this</span> <span class="k">for</span> <span class="n">join</span> <span class="ow">in</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"joins"</span><span class="p">)</span> <span class="ow">or</span> <span class="p">[])</span> +</span><span id="L-675"><a href="#L-675"><span class="linenos">675</span></a> <span class="k">continue</span> +</span><span id="L-676"><a href="#L-676"><span class="linenos">676</span></a> +</span><span id="L-677"><a href="#L-677"><span class="linenos">677</span></a> <span class="k">for</span> <span class="n">child_scope</span> <span class="ow">in</span> <span class="n">_traverse_scope</span><span class="p">(</span> +</span><span id="L-678"><a href="#L-678"><span class="linenos">678</span></a> <span class="n">scope</span><span class="o">.</span><span class="n">branch</span><span class="p">(</span> +</span><span id="L-679"><a href="#L-679"><span class="linenos">679</span></a> <span class="n">expression</span><span class="p">,</span> +</span><span id="L-680"><a href="#L-680"><span class="linenos">680</span></a> <span class="n">lateral_sources</span><span class="o">=</span><span class="n">lateral_sources</span><span class="p">,</span> +</span><span id="L-681"><a href="#L-681"><span class="linenos">681</span></a> <span class="n">outer_column_list</span><span class="o">=</span><span class="n">expression</span><span class="o">.</span><span class="n">alias_column_names</span><span class="p">,</span> +</span><span id="L-682"><a href="#L-682"><span class="linenos">682</span></a> <span class="n">scope_type</span><span class="o">=</span><span class="n">scope_type</span><span class="p">,</span> +</span><span id="L-683"><a href="#L-683"><span class="linenos">683</span></a> <span class="p">)</span> +</span><span id="L-684"><a href="#L-684"><span class="linenos">684</span></a> <span class="p">):</span> +</span><span id="L-685"><a href="#L-685"><span class="linenos">685</span></a> <span class="k">yield</span> <span class="n">child_scope</span> +</span><span id="L-686"><a href="#L-686"><span class="linenos">686</span></a> +</span><span id="L-687"><a href="#L-687"><span class="linenos">687</span></a> <span class="c1"># Tables without aliases will be set as ""</span> +</span><span id="L-688"><a href="#L-688"><span class="linenos">688</span></a> <span class="c1"># This shouldn't be a problem once qualify_columns runs, as it adds aliases on everything.</span> +</span><span id="L-689"><a href="#L-689"><span class="linenos">689</span></a> <span class="c1"># Until then, this means that only a single, unaliased derived table is allowed (rather,</span> +</span><span id="L-690"><a href="#L-690"><span class="linenos">690</span></a> <span class="c1"># the latest one wins.</span> +</span><span id="L-691"><a href="#L-691"><span class="linenos">691</span></a> <span class="n">alias</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">alias</span> +</span><span id="L-692"><a href="#L-692"><span class="linenos">692</span></a> <span class="n">sources</span><span class="p">[</span><span class="n">alias</span><span class="p">]</span> <span class="o">=</span> <span class="n">child_scope</span> +</span><span id="L-693"><a href="#L-693"><span class="linenos">693</span></a> +</span><span id="L-694"><a href="#L-694"><span class="linenos">694</span></a> <span class="c1"># append the final child_scope yielded</span> +</span><span id="L-695"><a href="#L-695"><span class="linenos">695</span></a> <span class="n">scopes</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">child_scope</span><span class="p">)</span> +</span><span id="L-696"><a href="#L-696"><span class="linenos">696</span></a> <span class="n">scope</span><span class="o">.</span><span class="n">table_scopes</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">child_scope</span><span class="p">)</span> </span><span id="L-697"><a href="#L-697"><span class="linenos">697</span></a> -</span><span id="L-698"><a href="#L-698"><span class="linenos">698</span></a><span class="k">def</span> <span class="nf">_traverse_subqueries</span><span class="p">(</span><span class="n">scope</span><span class="p">):</span> -</span><span id="L-699"><a href="#L-699"><span class="linenos">699</span></a> <span class="k">for</span> <span class="n">subquery</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">subqueries</span><span class="p">:</span> -</span><span id="L-700"><a href="#L-700"><span class="linenos">700</span></a> <span class="n">top</span> <span class="o">=</span> <span class="kc">None</span> -</span><span id="L-701"><a href="#L-701"><span class="linenos">701</span></a> <span class="k">for</span> <span class="n">child_scope</span> <span class="ow">in</span> <span class="n">_traverse_scope</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">branch</span><span class="p">(</span><span class="n">subquery</span><span class="p">,</span> <span class="n">scope_type</span><span class="o">=</span><span class="n">ScopeType</span><span class="o">.</span><span class="n">SUBQUERY</span><span class="p">)):</span> -</span><span id="L-702"><a href="#L-702"><span class="linenos">702</span></a> <span class="k">yield</span> <span class="n">child_scope</span> -</span><span id="L-703"><a href="#L-703"><span class="linenos">703</span></a> <span class="n">top</span> <span class="o">=</span> <span class="n">child_scope</span> -</span><span id="L-704"><a href="#L-704"><span class="linenos">704</span></a> <span class="n">scope</span><span class="o">.</span><span class="n">subquery_scopes</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">top</span><span class="p">)</span> -</span><span id="L-705"><a href="#L-705"><span class="linenos">705</span></a> -</span><span id="L-706"><a href="#L-706"><span class="linenos">706</span></a> -</span><span id="L-707"><a href="#L-707"><span class="linenos">707</span></a><span class="k">def</span> <span class="nf">walk_in_scope</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span> -</span><span id="L-708"><a href="#L-708"><span class="linenos">708</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="L-709"><a href="#L-709"><span class="linenos">709</span></a><span class="sd"> Returns a generator object which visits all nodes in the syntrax tree, stopping at</span> -</span><span id="L-710"><a href="#L-710"><span class="linenos">710</span></a><span class="sd"> nodes that start child scopes.</span> -</span><span id="L-711"><a href="#L-711"><span class="linenos">711</span></a> -</span><span id="L-712"><a href="#L-712"><span class="linenos">712</span></a><span class="sd"> Args:</span> -</span><span id="L-713"><a href="#L-713"><span class="linenos">713</span></a><span class="sd"> expression (exp.Expression):</span> -</span><span id="L-714"><a href="#L-714"><span class="linenos">714</span></a><span class="sd"> bfs (bool): if set to True the BFS traversal order will be applied,</span> -</span><span id="L-715"><a href="#L-715"><span class="linenos">715</span></a><span class="sd"> otherwise the DFS traversal will be used instead.</span> -</span><span id="L-716"><a href="#L-716"><span class="linenos">716</span></a> -</span><span id="L-717"><a href="#L-717"><span class="linenos">717</span></a><span class="sd"> Yields:</span> -</span><span id="L-718"><a href="#L-718"><span class="linenos">718</span></a><span class="sd"> tuple[exp.Expression, Optional[exp.Expression], str]: node, parent, arg key</span> -</span><span id="L-719"><a href="#L-719"><span class="linenos">719</span></a><span class="sd"> """</span> -</span><span id="L-720"><a href="#L-720"><span class="linenos">720</span></a> <span class="c1"># We'll use this variable to pass state into the dfs generator.</span> -</span><span id="L-721"><a href="#L-721"><span class="linenos">721</span></a> <span class="c1"># Whenever we set it to True, we exclude a subtree from traversal.</span> -</span><span id="L-722"><a href="#L-722"><span class="linenos">722</span></a> <span class="n">prune</span> <span class="o">=</span> <span class="kc">False</span> -</span><span id="L-723"><a href="#L-723"><span class="linenos">723</span></a> -</span><span id="L-724"><a href="#L-724"><span class="linenos">724</span></a> <span class="k">for</span> <span class="n">node</span><span class="p">,</span> <span class="n">parent</span><span class="p">,</span> <span class="n">key</span> <span class="ow">in</span> <span class="n">expression</span><span class="o">.</span><span class="n">walk</span><span class="p">(</span><span class="n">bfs</span><span class="o">=</span><span class="n">bfs</span><span class="p">,</span> <span class="n">prune</span><span class="o">=</span><span class="k">lambda</span> <span class="o">*</span><span class="n">_</span><span class="p">:</span> <span class="n">prune</span><span class="p">):</span> -</span><span id="L-725"><a href="#L-725"><span class="linenos">725</span></a> <span class="n">prune</span> <span class="o">=</span> <span class="kc">False</span> +</span><span id="L-698"><a href="#L-698"><span class="linenos">698</span></a> <span class="n">scope</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">sources</span><span class="p">)</span> +</span><span id="L-699"><a href="#L-699"><span class="linenos">699</span></a> +</span><span id="L-700"><a href="#L-700"><span class="linenos">700</span></a> +</span><span id="L-701"><a href="#L-701"><span class="linenos">701</span></a><span class="k">def</span> <span class="nf">_traverse_subqueries</span><span class="p">(</span><span class="n">scope</span><span class="p">):</span> +</span><span id="L-702"><a href="#L-702"><span class="linenos">702</span></a> <span class="k">for</span> <span class="n">subquery</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">subqueries</span><span class="p">:</span> +</span><span id="L-703"><a href="#L-703"><span class="linenos">703</span></a> <span class="n">top</span> <span class="o">=</span> <span class="kc">None</span> +</span><span id="L-704"><a href="#L-704"><span class="linenos">704</span></a> <span class="k">for</span> <span class="n">child_scope</span> <span class="ow">in</span> <span class="n">_traverse_scope</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">branch</span><span class="p">(</span><span class="n">subquery</span><span class="p">,</span> <span class="n">scope_type</span><span class="o">=</span><span class="n">ScopeType</span><span class="o">.</span><span class="n">SUBQUERY</span><span class="p">)):</span> +</span><span id="L-705"><a href="#L-705"><span class="linenos">705</span></a> <span class="k">yield</span> <span class="n">child_scope</span> +</span><span id="L-706"><a href="#L-706"><span class="linenos">706</span></a> <span class="n">top</span> <span class="o">=</span> <span class="n">child_scope</span> +</span><span id="L-707"><a href="#L-707"><span class="linenos">707</span></a> <span class="n">scope</span><span class="o">.</span><span class="n">subquery_scopes</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">top</span><span class="p">)</span> +</span><span id="L-708"><a href="#L-708"><span class="linenos">708</span></a> +</span><span id="L-709"><a href="#L-709"><span class="linenos">709</span></a> +</span><span id="L-710"><a href="#L-710"><span class="linenos">710</span></a><span class="k">def</span> <span class="nf">walk_in_scope</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span> +</span><span id="L-711"><a href="#L-711"><span class="linenos">711</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="L-712"><a href="#L-712"><span class="linenos">712</span></a><span class="sd"> Returns a generator object which visits all nodes in the syntrax tree, stopping at</span> +</span><span id="L-713"><a href="#L-713"><span class="linenos">713</span></a><span class="sd"> nodes that start child scopes.</span> +</span><span id="L-714"><a href="#L-714"><span class="linenos">714</span></a> +</span><span id="L-715"><a href="#L-715"><span class="linenos">715</span></a><span class="sd"> Args:</span> +</span><span id="L-716"><a href="#L-716"><span class="linenos">716</span></a><span class="sd"> expression (exp.Expression):</span> +</span><span id="L-717"><a href="#L-717"><span class="linenos">717</span></a><span class="sd"> bfs (bool): if set to True the BFS traversal order will be applied,</span> +</span><span id="L-718"><a href="#L-718"><span class="linenos">718</span></a><span class="sd"> otherwise the DFS traversal will be used instead.</span> +</span><span id="L-719"><a href="#L-719"><span class="linenos">719</span></a> +</span><span id="L-720"><a href="#L-720"><span class="linenos">720</span></a><span class="sd"> Yields:</span> +</span><span id="L-721"><a href="#L-721"><span class="linenos">721</span></a><span class="sd"> tuple[exp.Expression, Optional[exp.Expression], str]: node, parent, arg key</span> +</span><span id="L-722"><a href="#L-722"><span class="linenos">722</span></a><span class="sd"> """</span> +</span><span id="L-723"><a href="#L-723"><span class="linenos">723</span></a> <span class="c1"># We'll use this variable to pass state into the dfs generator.</span> +</span><span id="L-724"><a href="#L-724"><span class="linenos">724</span></a> <span class="c1"># Whenever we set it to True, we exclude a subtree from traversal.</span> +</span><span id="L-725"><a href="#L-725"><span class="linenos">725</span></a> <span class="n">prune</span> <span class="o">=</span> <span class="kc">False</span> </span><span id="L-726"><a href="#L-726"><span class="linenos">726</span></a> -</span><span id="L-727"><a href="#L-727"><span class="linenos">727</span></a> <span class="k">yield</span> <span class="n">node</span><span class="p">,</span> <span class="n">parent</span><span class="p">,</span> <span class="n">key</span> -</span><span id="L-728"><a href="#L-728"><span class="linenos">728</span></a> -</span><span id="L-729"><a href="#L-729"><span class="linenos">729</span></a> <span class="k">if</span> <span class="n">node</span> <span class="ow">is</span> <span class="n">expression</span><span class="p">:</span> -</span><span id="L-730"><a href="#L-730"><span class="linenos">730</span></a> <span class="k">continue</span> -</span><span id="L-731"><a href="#L-731"><span class="linenos">731</span></a> <span class="k">if</span> <span class="p">(</span> -</span><span id="L-732"><a href="#L-732"><span class="linenos">732</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">CTE</span><span class="p">)</span> -</span><span id="L-733"><a href="#L-733"><span class="linenos">733</span></a> <span class="ow">or</span> <span class="p">(</span><span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subquery</span><span class="p">)</span> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">parent</span><span class="p">,</span> <span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">)))</span> -</span><span id="L-734"><a href="#L-734"><span class="linenos">734</span></a> <span class="ow">or</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">UDTF</span><span class="p">)</span> -</span><span id="L-735"><a href="#L-735"><span class="linenos">735</span></a> <span class="ow">or</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subqueryable</span><span class="p">)</span> -</span><span id="L-736"><a href="#L-736"><span class="linenos">736</span></a> <span class="p">):</span> -</span><span id="L-737"><a href="#L-737"><span class="linenos">737</span></a> <span class="n">prune</span> <span class="o">=</span> <span class="kc">True</span> +</span><span id="L-727"><a href="#L-727"><span class="linenos">727</span></a> <span class="k">for</span> <span class="n">node</span><span class="p">,</span> <span class="n">parent</span><span class="p">,</span> <span class="n">key</span> <span class="ow">in</span> <span class="n">expression</span><span class="o">.</span><span class="n">walk</span><span class="p">(</span><span class="n">bfs</span><span class="o">=</span><span class="n">bfs</span><span class="p">,</span> <span class="n">prune</span><span class="o">=</span><span class="k">lambda</span> <span class="o">*</span><span class="n">_</span><span class="p">:</span> <span class="n">prune</span><span class="p">):</span> +</span><span id="L-728"><a href="#L-728"><span class="linenos">728</span></a> <span class="n">prune</span> <span class="o">=</span> <span class="kc">False</span> +</span><span id="L-729"><a href="#L-729"><span class="linenos">729</span></a> +</span><span id="L-730"><a href="#L-730"><span class="linenos">730</span></a> <span class="k">yield</span> <span class="n">node</span><span class="p">,</span> <span class="n">parent</span><span class="p">,</span> <span class="n">key</span> +</span><span id="L-731"><a href="#L-731"><span class="linenos">731</span></a> +</span><span id="L-732"><a href="#L-732"><span class="linenos">732</span></a> <span class="k">if</span> <span class="n">node</span> <span class="ow">is</span> <span class="n">expression</span><span class="p">:</span> +</span><span id="L-733"><a href="#L-733"><span class="linenos">733</span></a> <span class="k">continue</span> +</span><span id="L-734"><a href="#L-734"><span class="linenos">734</span></a> <span class="k">if</span> <span class="p">(</span> +</span><span id="L-735"><a href="#L-735"><span class="linenos">735</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">CTE</span><span class="p">)</span> +</span><span id="L-736"><a href="#L-736"><span class="linenos">736</span></a> <span class="ow">or</span> <span class="p">(</span> +</span><span id="L-737"><a href="#L-737"><span class="linenos">737</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subquery</span><span class="p">)</span> +</span><span id="L-738"><a href="#L-738"><span class="linenos">738</span></a> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">parent</span><span class="p">,</span> <span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">))</span> +</span><span id="L-739"><a href="#L-739"><span class="linenos">739</span></a> <span class="ow">and</span> <span class="n">_is_subquery_scope</span><span class="p">(</span><span class="n">node</span><span class="p">)</span> +</span><span id="L-740"><a href="#L-740"><span class="linenos">740</span></a> <span class="p">)</span> +</span><span id="L-741"><a href="#L-741"><span class="linenos">741</span></a> <span class="ow">or</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">UDTF</span><span class="p">)</span> +</span><span id="L-742"><a href="#L-742"><span class="linenos">742</span></a> <span class="ow">or</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subqueryable</span><span class="p">)</span> +</span><span id="L-743"><a href="#L-743"><span class="linenos">743</span></a> <span class="p">):</span> +</span><span id="L-744"><a href="#L-744"><span class="linenos">744</span></a> <span class="n">prune</span> <span class="o">=</span> <span class="kc">True</span> </span></pre></div> @@ -1207,378 +1211,366 @@ </span><span id="Scope-123"><a href="#Scope-123"><span class="linenos">123</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_udtfs</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">node</span><span class="p">)</span> </span><span id="Scope-124"><a href="#Scope-124"><span class="linenos">124</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">CTE</span><span class="p">):</span> </span><span id="Scope-125"><a href="#Scope-125"><span class="linenos">125</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_ctes</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">node</span><span class="p">)</span> -</span><span id="Scope-126"><a href="#Scope-126"><span class="linenos">126</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subquery</span><span class="p">)</span> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">parent</span><span class="p">,</span> <span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">)):</span> -</span><span id="Scope-127"><a href="#Scope-127"><span class="linenos">127</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_derived_tables</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">node</span><span class="p">)</span> -</span><span id="Scope-128"><a href="#Scope-128"><span class="linenos">128</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subqueryable</span><span class="p">):</span> -</span><span id="Scope-129"><a href="#Scope-129"><span class="linenos">129</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_subqueries</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">node</span><span class="p">)</span> -</span><span id="Scope-130"><a href="#Scope-130"><span class="linenos">130</span></a> -</span><span id="Scope-131"><a href="#Scope-131"><span class="linenos">131</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_collected</span> <span class="o">=</span> <span class="kc">True</span> -</span><span id="Scope-132"><a href="#Scope-132"><span class="linenos">132</span></a> -</span><span id="Scope-133"><a href="#Scope-133"><span class="linenos">133</span></a> <span class="k">def</span> <span class="nf">_ensure_collected</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="Scope-134"><a href="#Scope-134"><span class="linenos">134</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">_collected</span><span class="p">:</span> -</span><span id="Scope-135"><a href="#Scope-135"><span class="linenos">135</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_collect</span><span class="p">()</span> +</span><span id="Scope-126"><a href="#Scope-126"><span class="linenos">126</span></a> <span class="k">elif</span> <span class="p">(</span> +</span><span id="Scope-127"><a href="#Scope-127"><span class="linenos">127</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subquery</span><span class="p">)</span> +</span><span id="Scope-128"><a href="#Scope-128"><span class="linenos">128</span></a> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">parent</span><span class="p">,</span> <span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">))</span> +</span><span id="Scope-129"><a href="#Scope-129"><span class="linenos">129</span></a> <span class="ow">and</span> <span class="n">_is_subquery_scope</span><span class="p">(</span><span class="n">node</span><span class="p">)</span> +</span><span id="Scope-130"><a href="#Scope-130"><span class="linenos">130</span></a> <span class="p">):</span> +</span><span id="Scope-131"><a href="#Scope-131"><span class="linenos">131</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_derived_tables</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">node</span><span class="p">)</span> +</span><span id="Scope-132"><a href="#Scope-132"><span class="linenos">132</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subqueryable</span><span class="p">):</span> +</span><span id="Scope-133"><a href="#Scope-133"><span class="linenos">133</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_subqueries</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">node</span><span class="p">)</span> +</span><span id="Scope-134"><a href="#Scope-134"><span class="linenos">134</span></a> +</span><span id="Scope-135"><a href="#Scope-135"><span class="linenos">135</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_collected</span> <span class="o">=</span> <span class="kc">True</span> </span><span id="Scope-136"><a href="#Scope-136"><span class="linenos">136</span></a> -</span><span id="Scope-137"><a href="#Scope-137"><span class="linenos">137</span></a> <span class="k">def</span> <span class="nf">walk</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span> -</span><span id="Scope-138"><a href="#Scope-138"><span class="linenos">138</span></a> <span class="k">return</span> <span class="n">walk_in_scope</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="n">bfs</span><span class="p">)</span> -</span><span id="Scope-139"><a href="#Scope-139"><span class="linenos">139</span></a> -</span><span id="Scope-140"><a href="#Scope-140"><span class="linenos">140</span></a> <span class="k">def</span> <span class="nf">find</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">expression_types</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span> -</span><span id="Scope-141"><a href="#Scope-141"><span class="linenos">141</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="Scope-142"><a href="#Scope-142"><span class="linenos">142</span></a><span class="sd"> Returns the first node in this scope which matches at least one of the specified types.</span> +</span><span id="Scope-137"><a href="#Scope-137"><span class="linenos">137</span></a> <span class="k">def</span> <span class="nf">_ensure_collected</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="Scope-138"><a href="#Scope-138"><span class="linenos">138</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">_collected</span><span class="p">:</span> +</span><span id="Scope-139"><a href="#Scope-139"><span class="linenos">139</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_collect</span><span class="p">()</span> +</span><span id="Scope-140"><a href="#Scope-140"><span class="linenos">140</span></a> +</span><span id="Scope-141"><a href="#Scope-141"><span class="linenos">141</span></a> <span class="k">def</span> <span class="nf">walk</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span> +</span><span id="Scope-142"><a href="#Scope-142"><span class="linenos">142</span></a> <span class="k">return</span> <span class="n">walk_in_scope</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="n">bfs</span><span class="p">)</span> </span><span id="Scope-143"><a href="#Scope-143"><span class="linenos">143</span></a> -</span><span id="Scope-144"><a href="#Scope-144"><span class="linenos">144</span></a><span class="sd"> This does NOT traverse into subscopes.</span> -</span><span id="Scope-145"><a href="#Scope-145"><span class="linenos">145</span></a> -</span><span id="Scope-146"><a href="#Scope-146"><span class="linenos">146</span></a><span class="sd"> Args:</span> -</span><span id="Scope-147"><a href="#Scope-147"><span class="linenos">147</span></a><span class="sd"> expression_types (type): the expression type(s) to match.</span> -</span><span id="Scope-148"><a href="#Scope-148"><span class="linenos">148</span></a><span class="sd"> bfs (bool): True to use breadth-first search, False to use depth-first.</span> +</span><span id="Scope-144"><a href="#Scope-144"><span class="linenos">144</span></a> <span class="k">def</span> <span class="nf">find</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">expression_types</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span> +</span><span id="Scope-145"><a href="#Scope-145"><span class="linenos">145</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="Scope-146"><a href="#Scope-146"><span class="linenos">146</span></a><span class="sd"> Returns the first node in this scope which matches at least one of the specified types.</span> +</span><span id="Scope-147"><a href="#Scope-147"><span class="linenos">147</span></a> +</span><span id="Scope-148"><a href="#Scope-148"><span class="linenos">148</span></a><span class="sd"> This does NOT traverse into subscopes.</span> </span><span id="Scope-149"><a href="#Scope-149"><span class="linenos">149</span></a> -</span><span id="Scope-150"><a href="#Scope-150"><span class="linenos">150</span></a><span class="sd"> Returns:</span> -</span><span id="Scope-151"><a href="#Scope-151"><span class="linenos">151</span></a><span class="sd"> exp.Expression: the node which matches the criteria or None if no node matching</span> -</span><span id="Scope-152"><a href="#Scope-152"><span class="linenos">152</span></a><span class="sd"> the criteria was found.</span> -</span><span id="Scope-153"><a href="#Scope-153"><span class="linenos">153</span></a><span class="sd"> """</span> -</span><span id="Scope-154"><a href="#Scope-154"><span class="linenos">154</span></a> <span class="k">return</span> <span class="nb">next</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">find_all</span><span class="p">(</span><span class="o">*</span><span class="n">expression_types</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="n">bfs</span><span class="p">),</span> <span class="kc">None</span><span class="p">)</span> -</span><span id="Scope-155"><a href="#Scope-155"><span class="linenos">155</span></a> -</span><span id="Scope-156"><a href="#Scope-156"><span class="linenos">156</span></a> <span class="k">def</span> <span class="nf">find_all</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">expression_types</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span> -</span><span id="Scope-157"><a href="#Scope-157"><span class="linenos">157</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="Scope-158"><a href="#Scope-158"><span class="linenos">158</span></a><span class="sd"> Returns a generator object which visits all nodes in this scope and only yields those that</span> -</span><span id="Scope-159"><a href="#Scope-159"><span class="linenos">159</span></a><span class="sd"> match at least one of the specified expression types.</span> -</span><span id="Scope-160"><a href="#Scope-160"><span class="linenos">160</span></a> -</span><span id="Scope-161"><a href="#Scope-161"><span class="linenos">161</span></a><span class="sd"> This does NOT traverse into subscopes.</span> -</span><span id="Scope-162"><a href="#Scope-162"><span class="linenos">162</span></a> -</span><span id="Scope-163"><a href="#Scope-163"><span class="linenos">163</span></a><span class="sd"> Args:</span> -</span><span id="Scope-164"><a href="#Scope-164"><span class="linenos">164</span></a><span class="sd"> expression_types (type): the expression type(s) to match.</span> -</span><span id="Scope-165"><a href="#Scope-165"><span class="linenos">165</span></a><span class="sd"> bfs (bool): True to use breadth-first search, False to use depth-first.</span> +</span><span id="Scope-150"><a href="#Scope-150"><span class="linenos">150</span></a><span class="sd"> Args:</span> +</span><span id="Scope-151"><a href="#Scope-151"><span class="linenos">151</span></a><span class="sd"> expression_types (type): the expression type(s) to match.</span> +</span><span id="Scope-152"><a href="#Scope-152"><span class="linenos">152</span></a><span class="sd"> bfs (bool): True to use breadth-first search, False to use depth-first.</span> +</span><span id="Scope-153"><a href="#Scope-153"><span class="linenos">153</span></a> +</span><span id="Scope-154"><a href="#Scope-154"><span class="linenos">154</span></a><span class="sd"> Returns:</span> +</span><span id="Scope-155"><a href="#Scope-155"><span class="linenos">155</span></a><span class="sd"> exp.Expression: the node which matches the criteria or None if no node matching</span> +</span><span id="Scope-156"><a href="#Scope-156"><span class="linenos">156</span></a><span class="sd"> the criteria was found.</span> +</span><span id="Scope-157"><a href="#Scope-157"><span class="linenos">157</span></a><span class="sd"> """</span> +</span><span id="Scope-158"><a href="#Scope-158"><span class="linenos">158</span></a> <span class="k">return</span> <span class="nb">next</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">find_all</span><span class="p">(</span><span class="o">*</span><span class="n">expression_types</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="n">bfs</span><span class="p">),</span> <span class="kc">None</span><span class="p">)</span> +</span><span id="Scope-159"><a href="#Scope-159"><span class="linenos">159</span></a> +</span><span id="Scope-160"><a href="#Scope-160"><span class="linenos">160</span></a> <span class="k">def</span> <span class="nf">find_all</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">expression_types</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span> +</span><span id="Scope-161"><a href="#Scope-161"><span class="linenos">161</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="Scope-162"><a href="#Scope-162"><span class="linenos">162</span></a><span class="sd"> Returns a generator object which visits all nodes in this scope and only yields those that</span> +</span><span id="Scope-163"><a href="#Scope-163"><span class="linenos">163</span></a><span class="sd"> match at least one of the specified expression types.</span> +</span><span id="Scope-164"><a href="#Scope-164"><span class="linenos">164</span></a> +</span><span id="Scope-165"><a href="#Scope-165"><span class="linenos">165</span></a><span class="sd"> This does NOT traverse into subscopes.</span> </span><span id="Scope-166"><a href="#Scope-166"><span class="linenos">166</span></a> -</span><span id="Scope-167"><a href="#Scope-167"><span class="linenos">167</span></a><span class="sd"> Yields:</span> -</span><span id="Scope-168"><a href="#Scope-168"><span class="linenos">168</span></a><span class="sd"> exp.Expression: nodes</span> -</span><span id="Scope-169"><a href="#Scope-169"><span class="linenos">169</span></a><span class="sd"> """</span> -</span><span id="Scope-170"><a href="#Scope-170"><span class="linenos">170</span></a> <span class="k">for</span> <span class="n">expression</span><span class="p">,</span> <span class="o">*</span><span class="n">_</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">walk</span><span class="p">(</span><span class="n">bfs</span><span class="o">=</span><span class="n">bfs</span><span class="p">):</span> -</span><span id="Scope-171"><a href="#Scope-171"><span class="linenos">171</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">expression_types</span><span class="p">):</span> -</span><span id="Scope-172"><a href="#Scope-172"><span class="linenos">172</span></a> <span class="k">yield</span> <span class="n">expression</span> -</span><span id="Scope-173"><a href="#Scope-173"><span class="linenos">173</span></a> -</span><span id="Scope-174"><a href="#Scope-174"><span class="linenos">174</span></a> <span class="k">def</span> <span class="nf">replace</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">old</span><span class="p">,</span> <span class="n">new</span><span class="p">):</span> -</span><span id="Scope-175"><a href="#Scope-175"><span class="linenos">175</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="Scope-176"><a href="#Scope-176"><span class="linenos">176</span></a><span class="sd"> Replace `old` with `new`.</span> +</span><span id="Scope-167"><a href="#Scope-167"><span class="linenos">167</span></a><span class="sd"> Args:</span> +</span><span id="Scope-168"><a href="#Scope-168"><span class="linenos">168</span></a><span class="sd"> expression_types (type): the expression type(s) to match.</span> +</span><span id="Scope-169"><a href="#Scope-169"><span class="linenos">169</span></a><span class="sd"> bfs (bool): True to use breadth-first search, False to use depth-first.</span> +</span><span id="Scope-170"><a href="#Scope-170"><span class="linenos">170</span></a> +</span><span id="Scope-171"><a href="#Scope-171"><span class="linenos">171</span></a><span class="sd"> Yields:</span> +</span><span id="Scope-172"><a href="#Scope-172"><span class="linenos">172</span></a><span class="sd"> exp.Expression: nodes</span> +</span><span id="Scope-173"><a href="#Scope-173"><span class="linenos">173</span></a><span class="sd"> """</span> +</span><span id="Scope-174"><a href="#Scope-174"><span class="linenos">174</span></a> <span class="k">for</span> <span class="n">expression</span><span class="p">,</span> <span class="o">*</span><span class="n">_</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">walk</span><span class="p">(</span><span class="n">bfs</span><span class="o">=</span><span class="n">bfs</span><span class="p">):</span> +</span><span id="Scope-175"><a href="#Scope-175"><span class="linenos">175</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">expression_types</span><span class="p">):</span> +</span><span id="Scope-176"><a href="#Scope-176"><span class="linenos">176</span></a> <span class="k">yield</span> <span class="n">expression</span> </span><span id="Scope-177"><a href="#Scope-177"><span class="linenos">177</span></a> -</span><span id="Scope-178"><a href="#Scope-178"><span class="linenos">178</span></a><span class="sd"> This can be used instead of `exp.Expression.replace` to ensure the `Scope` is kept up-to-date.</span> -</span><span id="Scope-179"><a href="#Scope-179"><span class="linenos">179</span></a> -</span><span id="Scope-180"><a href="#Scope-180"><span class="linenos">180</span></a><span class="sd"> Args:</span> -</span><span id="Scope-181"><a href="#Scope-181"><span class="linenos">181</span></a><span class="sd"> old (exp.Expression): old node</span> -</span><span id="Scope-182"><a href="#Scope-182"><span class="linenos">182</span></a><span class="sd"> new (exp.Expression): new node</span> -</span><span id="Scope-183"><a href="#Scope-183"><span class="linenos">183</span></a><span class="sd"> """</span> -</span><span id="Scope-184"><a href="#Scope-184"><span class="linenos">184</span></a> <span class="n">old</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">new</span><span class="p">)</span> -</span><span id="Scope-185"><a href="#Scope-185"><span class="linenos">185</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">clear_cache</span><span class="p">()</span> -</span><span id="Scope-186"><a href="#Scope-186"><span class="linenos">186</span></a> -</span><span id="Scope-187"><a href="#Scope-187"><span class="linenos">187</span></a> <span class="nd">@property</span> -</span><span id="Scope-188"><a href="#Scope-188"><span class="linenos">188</span></a> <span class="k">def</span> <span class="nf">tables</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="Scope-189"><a href="#Scope-189"><span class="linenos">189</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="Scope-190"><a href="#Scope-190"><span class="linenos">190</span></a><span class="sd"> List of tables in this scope.</span> -</span><span id="Scope-191"><a href="#Scope-191"><span class="linenos">191</span></a> -</span><span id="Scope-192"><a href="#Scope-192"><span class="linenos">192</span></a><span class="sd"> Returns:</span> -</span><span id="Scope-193"><a href="#Scope-193"><span class="linenos">193</span></a><span class="sd"> list[exp.Table]: tables</span> -</span><span id="Scope-194"><a href="#Scope-194"><span class="linenos">194</span></a><span class="sd"> """</span> -</span><span id="Scope-195"><a href="#Scope-195"><span class="linenos">195</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_ensure_collected</span><span class="p">()</span> -</span><span id="Scope-196"><a href="#Scope-196"><span class="linenos">196</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_tables</span> -</span><span id="Scope-197"><a href="#Scope-197"><span class="linenos">197</span></a> -</span><span id="Scope-198"><a href="#Scope-198"><span class="linenos">198</span></a> <span class="nd">@property</span> -</span><span id="Scope-199"><a href="#Scope-199"><span class="linenos">199</span></a> <span class="k">def</span> <span class="nf">ctes</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="Scope-200"><a href="#Scope-200"><span class="linenos">200</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="Scope-201"><a href="#Scope-201"><span class="linenos">201</span></a><span class="sd"> List of CTEs in this scope.</span> -</span><span id="Scope-202"><a href="#Scope-202"><span class="linenos">202</span></a> -</span><span id="Scope-203"><a href="#Scope-203"><span class="linenos">203</span></a><span class="sd"> Returns:</span> -</span><span id="Scope-204"><a href="#Scope-204"><span class="linenos">204</span></a><span class="sd"> list[exp.CTE]: ctes</span> -</span><span id="Scope-205"><a href="#Scope-205"><span class="linenos">205</span></a><span class="sd"> """</span> -</span><span id="Scope-206"><a href="#Scope-206"><span class="linenos">206</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_ensure_collected</span><span class="p">()</span> -</span><span id="Scope-207"><a href="#Scope-207"><span class="linenos">207</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_ctes</span> -</span><span id="Scope-208"><a href="#Scope-208"><span class="linenos">208</span></a> -</span><span id="Scope-209"><a href="#Scope-209"><span class="linenos">209</span></a> <span class="nd">@property</span> -</span><span id="Scope-210"><a href="#Scope-210"><span class="linenos">210</span></a> <span class="k">def</span> <span class="nf">derived_tables</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="Scope-211"><a href="#Scope-211"><span class="linenos">211</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="Scope-212"><a href="#Scope-212"><span class="linenos">212</span></a><span class="sd"> List of derived tables in this scope.</span> -</span><span id="Scope-213"><a href="#Scope-213"><span class="linenos">213</span></a> -</span><span id="Scope-214"><a href="#Scope-214"><span class="linenos">214</span></a><span class="sd"> For example:</span> -</span><span id="Scope-215"><a href="#Scope-215"><span class="linenos">215</span></a><span class="sd"> SELECT * FROM (SELECT ...) <- that's a derived table</span> -</span><span id="Scope-216"><a href="#Scope-216"><span class="linenos">216</span></a> -</span><span id="Scope-217"><a href="#Scope-217"><span class="linenos">217</span></a><span class="sd"> Returns:</span> -</span><span id="Scope-218"><a href="#Scope-218"><span class="linenos">218</span></a><span class="sd"> list[exp.Subquery]: derived tables</span> -</span><span id="Scope-219"><a href="#Scope-219"><span class="linenos">219</span></a><span class="sd"> """</span> -</span><span id="Scope-220"><a href="#Scope-220"><span class="linenos">220</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_ensure_collected</span><span class="p">()</span> -</span><span id="Scope-221"><a href="#Scope-221"><span class="linenos">221</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_derived_tables</span> -</span><span id="Scope-222"><a href="#Scope-222"><span class="linenos">222</span></a> -</span><span id="Scope-223"><a href="#Scope-223"><span class="linenos">223</span></a> <span class="nd">@property</span> -</span><span id="Scope-224"><a href="#Scope-224"><span class="linenos">224</span></a> <span class="k">def</span> <span class="nf">udtfs</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="Scope-225"><a href="#Scope-225"><span class="linenos">225</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="Scope-226"><a href="#Scope-226"><span class="linenos">226</span></a><span class="sd"> List of "User Defined Tabular Functions" in this scope.</span> -</span><span id="Scope-227"><a href="#Scope-227"><span class="linenos">227</span></a> -</span><span id="Scope-228"><a href="#Scope-228"><span class="linenos">228</span></a><span class="sd"> Returns:</span> -</span><span id="Scope-229"><a href="#Scope-229"><span class="linenos">229</span></a><span class="sd"> list[exp.UDTF]: UDTFs</span> -</span><span id="Scope-230"><a href="#Scope-230"><span class="linenos">230</span></a><span class="sd"> """</span> -</span><span id="Scope-231"><a href="#Scope-231"><span class="linenos">231</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_ensure_collected</span><span class="p">()</span> -</span><span id="Scope-232"><a href="#Scope-232"><span class="linenos">232</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_udtfs</span> -</span><span id="Scope-233"><a href="#Scope-233"><span class="linenos">233</span></a> -</span><span id="Scope-234"><a href="#Scope-234"><span class="linenos">234</span></a> <span class="nd">@property</span> -</span><span id="Scope-235"><a href="#Scope-235"><span class="linenos">235</span></a> <span class="k">def</span> <span class="nf">subqueries</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="Scope-236"><a href="#Scope-236"><span class="linenos">236</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="Scope-237"><a href="#Scope-237"><span class="linenos">237</span></a><span class="sd"> List of subqueries in this scope.</span> -</span><span id="Scope-238"><a href="#Scope-238"><span class="linenos">238</span></a> -</span><span id="Scope-239"><a href="#Scope-239"><span class="linenos">239</span></a><span class="sd"> For example:</span> -</span><span id="Scope-240"><a href="#Scope-240"><span class="linenos">240</span></a><span class="sd"> SELECT * FROM x WHERE a IN (SELECT ...) <- that's a subquery</span> -</span><span id="Scope-241"><a href="#Scope-241"><span class="linenos">241</span></a> -</span><span id="Scope-242"><a href="#Scope-242"><span class="linenos">242</span></a><span class="sd"> Returns:</span> -</span><span id="Scope-243"><a href="#Scope-243"><span class="linenos">243</span></a><span class="sd"> list[exp.Subqueryable]: subqueries</span> -</span><span id="Scope-244"><a href="#Scope-244"><span class="linenos">244</span></a><span class="sd"> """</span> -</span><span id="Scope-245"><a href="#Scope-245"><span class="linenos">245</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_ensure_collected</span><span class="p">()</span> -</span><span id="Scope-246"><a href="#Scope-246"><span class="linenos">246</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_subqueries</span> -</span><span id="Scope-247"><a href="#Scope-247"><span class="linenos">247</span></a> -</span><span id="Scope-248"><a href="#Scope-248"><span class="linenos">248</span></a> <span class="nd">@property</span> -</span><span id="Scope-249"><a href="#Scope-249"><span class="linenos">249</span></a> <span class="k">def</span> <span class="nf">columns</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="Scope-250"><a href="#Scope-250"><span class="linenos">250</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="Scope-251"><a href="#Scope-251"><span class="linenos">251</span></a><span class="sd"> List of columns in this scope.</span> -</span><span id="Scope-252"><a href="#Scope-252"><span class="linenos">252</span></a> -</span><span id="Scope-253"><a href="#Scope-253"><span class="linenos">253</span></a><span class="sd"> Returns:</span> -</span><span id="Scope-254"><a href="#Scope-254"><span class="linenos">254</span></a><span class="sd"> list[exp.Column]: Column instances in this scope, plus any</span> -</span><span id="Scope-255"><a href="#Scope-255"><span class="linenos">255</span></a><span class="sd"> Columns that reference this scope from correlated subqueries.</span> -</span><span id="Scope-256"><a href="#Scope-256"><span class="linenos">256</span></a><span class="sd"> """</span> -</span><span id="Scope-257"><a href="#Scope-257"><span class="linenos">257</span></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_columns</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> -</span><span id="Scope-258"><a href="#Scope-258"><span class="linenos">258</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_ensure_collected</span><span class="p">()</span> -</span><span id="Scope-259"><a href="#Scope-259"><span class="linenos">259</span></a> <span class="n">columns</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_raw_columns</span> -</span><span id="Scope-260"><a href="#Scope-260"><span class="linenos">260</span></a> -</span><span id="Scope-261"><a href="#Scope-261"><span class="linenos">261</span></a> <span class="n">external_columns</span> <span class="o">=</span> <span class="p">[</span> -</span><span id="Scope-262"><a href="#Scope-262"><span class="linenos">262</span></a> <span class="n">column</span> -</span><span id="Scope-263"><a href="#Scope-263"><span class="linenos">263</span></a> <span class="k">for</span> <span class="n">scope</span> <span class="ow">in</span> <span class="n">itertools</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">subquery_scopes</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">udtf_scopes</span><span class="p">)</span> -</span><span id="Scope-264"><a href="#Scope-264"><span class="linenos">264</span></a> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">external_columns</span> -</span><span id="Scope-265"><a href="#Scope-265"><span class="linenos">265</span></a> <span class="p">]</span> -</span><span id="Scope-266"><a href="#Scope-266"><span class="linenos">266</span></a> -</span><span id="Scope-267"><a href="#Scope-267"><span class="linenos">267</span></a> <span class="n">named_selects</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">named_selects</span><span class="p">)</span> -</span><span id="Scope-268"><a href="#Scope-268"><span class="linenos">268</span></a> -</span><span id="Scope-269"><a href="#Scope-269"><span class="linenos">269</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_columns</span> <span class="o">=</span> <span class="p">[]</span> -</span><span id="Scope-270"><a href="#Scope-270"><span class="linenos">270</span></a> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="n">columns</span> <span class="o">+</span> <span class="n">external_columns</span><span class="p">:</span> -</span><span id="Scope-271"><a href="#Scope-271"><span class="linenos">271</span></a> <span class="n">ancestor</span> <span class="o">=</span> <span class="n">column</span><span class="o">.</span><span class="n">find_ancestor</span><span class="p">(</span> -</span><span id="Scope-272"><a href="#Scope-272"><span class="linenos">272</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Qualify</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Order</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Having</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Hint</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span> -</span><span id="Scope-273"><a href="#Scope-273"><span class="linenos">273</span></a> <span class="p">)</span> -</span><span id="Scope-274"><a href="#Scope-274"><span class="linenos">274</span></a> <span class="k">if</span> <span class="p">(</span> -</span><span id="Scope-275"><a href="#Scope-275"><span class="linenos">275</span></a> <span class="ow">not</span> <span class="n">ancestor</span> -</span><span id="Scope-276"><a href="#Scope-276"><span class="linenos">276</span></a> <span class="ow">or</span> <span class="n">column</span><span class="o">.</span><span class="n">table</span> -</span><span id="Scope-277"><a href="#Scope-277"><span class="linenos">277</span></a> <span class="ow">or</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">ancestor</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">)</span> -</span><span id="Scope-278"><a href="#Scope-278"><span class="linenos">278</span></a> <span class="ow">or</span> <span class="p">(</span> -</span><span id="Scope-279"><a href="#Scope-279"><span class="linenos">279</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">ancestor</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Order</span><span class="p">)</span> -</span><span id="Scope-280"><a href="#Scope-280"><span class="linenos">280</span></a> <span class="ow">and</span> <span class="p">(</span> -</span><span id="Scope-281"><a href="#Scope-281"><span class="linenos">281</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">ancestor</span><span class="o">.</span><span class="n">parent</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Window</span><span class="p">)</span> -</span><span id="Scope-282"><a href="#Scope-282"><span class="linenos">282</span></a> <span class="ow">or</span> <span class="n">column</span><span class="o">.</span><span class="n">name</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">named_selects</span> -</span><span id="Scope-283"><a href="#Scope-283"><span class="linenos">283</span></a> <span class="p">)</span> -</span><span id="Scope-284"><a href="#Scope-284"><span class="linenos">284</span></a> <span class="p">)</span> -</span><span id="Scope-285"><a href="#Scope-285"><span class="linenos">285</span></a> <span class="p">):</span> -</span><span id="Scope-286"><a href="#Scope-286"><span class="linenos">286</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_columns</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">column</span><span class="p">)</span> -</span><span id="Scope-287"><a href="#Scope-287"><span class="linenos">287</span></a> -</span><span id="Scope-288"><a href="#Scope-288"><span class="linenos">288</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_columns</span> -</span><span id="Scope-289"><a href="#Scope-289"><span class="linenos">289</span></a> -</span><span id="Scope-290"><a href="#Scope-290"><span class="linenos">290</span></a> <span class="nd">@property</span> -</span><span id="Scope-291"><a href="#Scope-291"><span class="linenos">291</span></a> <span class="k">def</span> <span class="nf">selected_sources</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="Scope-292"><a href="#Scope-292"><span class="linenos">292</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="Scope-293"><a href="#Scope-293"><span class="linenos">293</span></a><span class="sd"> Mapping of nodes and sources that are actually selected from in this scope.</span> +</span><span id="Scope-178"><a href="#Scope-178"><span class="linenos">178</span></a> <span class="k">def</span> <span class="nf">replace</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">old</span><span class="p">,</span> <span class="n">new</span><span class="p">):</span> +</span><span id="Scope-179"><a href="#Scope-179"><span class="linenos">179</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="Scope-180"><a href="#Scope-180"><span class="linenos">180</span></a><span class="sd"> Replace `old` with `new`.</span> +</span><span id="Scope-181"><a href="#Scope-181"><span class="linenos">181</span></a> +</span><span id="Scope-182"><a href="#Scope-182"><span class="linenos">182</span></a><span class="sd"> This can be used instead of `exp.Expression.replace` to ensure the `Scope` is kept up-to-date.</span> +</span><span id="Scope-183"><a href="#Scope-183"><span class="linenos">183</span></a> +</span><span id="Scope-184"><a href="#Scope-184"><span class="linenos">184</span></a><span class="sd"> Args:</span> +</span><span id="Scope-185"><a href="#Scope-185"><span class="linenos">185</span></a><span class="sd"> old (exp.Expression): old node</span> +</span><span id="Scope-186"><a href="#Scope-186"><span class="linenos">186</span></a><span class="sd"> new (exp.Expression): new node</span> +</span><span id="Scope-187"><a href="#Scope-187"><span class="linenos">187</span></a><span class="sd"> """</span> +</span><span id="Scope-188"><a href="#Scope-188"><span class="linenos">188</span></a> <span class="n">old</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">new</span><span class="p">)</span> +</span><span id="Scope-189"><a href="#Scope-189"><span class="linenos">189</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">clear_cache</span><span class="p">()</span> +</span><span id="Scope-190"><a href="#Scope-190"><span class="linenos">190</span></a> +</span><span id="Scope-191"><a href="#Scope-191"><span class="linenos">191</span></a> <span class="nd">@property</span> +</span><span id="Scope-192"><a href="#Scope-192"><span class="linenos">192</span></a> <span class="k">def</span> <span class="nf">tables</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="Scope-193"><a href="#Scope-193"><span class="linenos">193</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="Scope-194"><a href="#Scope-194"><span class="linenos">194</span></a><span class="sd"> List of tables in this scope.</span> +</span><span id="Scope-195"><a href="#Scope-195"><span class="linenos">195</span></a> +</span><span id="Scope-196"><a href="#Scope-196"><span class="linenos">196</span></a><span class="sd"> Returns:</span> +</span><span id="Scope-197"><a href="#Scope-197"><span class="linenos">197</span></a><span class="sd"> list[exp.Table]: tables</span> +</span><span id="Scope-198"><a href="#Scope-198"><span class="linenos">198</span></a><span class="sd"> """</span> +</span><span id="Scope-199"><a href="#Scope-199"><span class="linenos">199</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_ensure_collected</span><span class="p">()</span> +</span><span id="Scope-200"><a href="#Scope-200"><span class="linenos">200</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_tables</span> +</span><span id="Scope-201"><a href="#Scope-201"><span class="linenos">201</span></a> +</span><span id="Scope-202"><a href="#Scope-202"><span class="linenos">202</span></a> <span class="nd">@property</span> +</span><span id="Scope-203"><a href="#Scope-203"><span class="linenos">203</span></a> <span class="k">def</span> <span class="nf">ctes</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="Scope-204"><a href="#Scope-204"><span class="linenos">204</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="Scope-205"><a href="#Scope-205"><span class="linenos">205</span></a><span class="sd"> List of CTEs in this scope.</span> +</span><span id="Scope-206"><a href="#Scope-206"><span class="linenos">206</span></a> +</span><span id="Scope-207"><a href="#Scope-207"><span class="linenos">207</span></a><span class="sd"> Returns:</span> +</span><span id="Scope-208"><a href="#Scope-208"><span class="linenos">208</span></a><span class="sd"> list[exp.CTE]: ctes</span> +</span><span id="Scope-209"><a href="#Scope-209"><span class="linenos">209</span></a><span class="sd"> """</span> +</span><span id="Scope-210"><a href="#Scope-210"><span class="linenos">210</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_ensure_collected</span><span class="p">()</span> +</span><span id="Scope-211"><a href="#Scope-211"><span class="linenos">211</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_ctes</span> +</span><span id="Scope-212"><a href="#Scope-212"><span class="linenos">212</span></a> +</span><span id="Scope-213"><a href="#Scope-213"><span class="linenos">213</span></a> <span class="nd">@property</span> +</span><span id="Scope-214"><a href="#Scope-214"><span class="linenos">214</span></a> <span class="k">def</span> <span class="nf">derived_tables</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="Scope-215"><a href="#Scope-215"><span class="linenos">215</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="Scope-216"><a href="#Scope-216"><span class="linenos">216</span></a><span class="sd"> List of derived tables in this scope.</span> +</span><span id="Scope-217"><a href="#Scope-217"><span class="linenos">217</span></a> +</span><span id="Scope-218"><a href="#Scope-218"><span class="linenos">218</span></a><span class="sd"> For example:</span> +</span><span id="Scope-219"><a href="#Scope-219"><span class="linenos">219</span></a><span class="sd"> SELECT * FROM (SELECT ...) <- that's a derived table</span> +</span><span id="Scope-220"><a href="#Scope-220"><span class="linenos">220</span></a> +</span><span id="Scope-221"><a href="#Scope-221"><span class="linenos">221</span></a><span class="sd"> Returns:</span> +</span><span id="Scope-222"><a href="#Scope-222"><span class="linenos">222</span></a><span class="sd"> list[exp.Subquery]: derived tables</span> +</span><span id="Scope-223"><a href="#Scope-223"><span class="linenos">223</span></a><span class="sd"> """</span> +</span><span id="Scope-224"><a href="#Scope-224"><span class="linenos">224</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_ensure_collected</span><span class="p">()</span> +</span><span id="Scope-225"><a href="#Scope-225"><span class="linenos">225</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_derived_tables</span> +</span><span id="Scope-226"><a href="#Scope-226"><span class="linenos">226</span></a> +</span><span id="Scope-227"><a href="#Scope-227"><span class="linenos">227</span></a> <span class="nd">@property</span> +</span><span id="Scope-228"><a href="#Scope-228"><span class="linenos">228</span></a> <span class="k">def</span> <span class="nf">udtfs</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="Scope-229"><a href="#Scope-229"><span class="linenos">229</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="Scope-230"><a href="#Scope-230"><span class="linenos">230</span></a><span class="sd"> List of "User Defined Tabular Functions" in this scope.</span> +</span><span id="Scope-231"><a href="#Scope-231"><span class="linenos">231</span></a> +</span><span id="Scope-232"><a href="#Scope-232"><span class="linenos">232</span></a><span class="sd"> Returns:</span> +</span><span id="Scope-233"><a href="#Scope-233"><span class="linenos">233</span></a><span class="sd"> list[exp.UDTF]: UDTFs</span> +</span><span id="Scope-234"><a href="#Scope-234"><span class="linenos">234</span></a><span class="sd"> """</span> +</span><span id="Scope-235"><a href="#Scope-235"><span class="linenos">235</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_ensure_collected</span><span class="p">()</span> +</span><span id="Scope-236"><a href="#Scope-236"><span class="linenos">236</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_udtfs</span> +</span><span id="Scope-237"><a href="#Scope-237"><span class="linenos">237</span></a> +</span><span id="Scope-238"><a href="#Scope-238"><span class="linenos">238</span></a> <span class="nd">@property</span> +</span><span id="Scope-239"><a href="#Scope-239"><span class="linenos">239</span></a> <span class="k">def</span> <span class="nf">subqueries</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="Scope-240"><a href="#Scope-240"><span class="linenos">240</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="Scope-241"><a href="#Scope-241"><span class="linenos">241</span></a><span class="sd"> List of subqueries in this scope.</span> +</span><span id="Scope-242"><a href="#Scope-242"><span class="linenos">242</span></a> +</span><span id="Scope-243"><a href="#Scope-243"><span class="linenos">243</span></a><span class="sd"> For example:</span> +</span><span id="Scope-244"><a href="#Scope-244"><span class="linenos">244</span></a><span class="sd"> SELECT * FROM x WHERE a IN (SELECT ...) <- that's a subquery</span> +</span><span id="Scope-245"><a href="#Scope-245"><span class="linenos">245</span></a> +</span><span id="Scope-246"><a href="#Scope-246"><span class="linenos">246</span></a><span class="sd"> Returns:</span> +</span><span id="Scope-247"><a href="#Scope-247"><span class="linenos">247</span></a><span class="sd"> list[exp.Subqueryable]: subqueries</span> +</span><span id="Scope-248"><a href="#Scope-248"><span class="linenos">248</span></a><span class="sd"> """</span> +</span><span id="Scope-249"><a href="#Scope-249"><span class="linenos">249</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_ensure_collected</span><span class="p">()</span> +</span><span id="Scope-250"><a href="#Scope-250"><span class="linenos">250</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_subqueries</span> +</span><span id="Scope-251"><a href="#Scope-251"><span class="linenos">251</span></a> +</span><span id="Scope-252"><a href="#Scope-252"><span class="linenos">252</span></a> <span class="nd">@property</span> +</span><span id="Scope-253"><a href="#Scope-253"><span class="linenos">253</span></a> <span class="k">def</span> <span class="nf">columns</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="Scope-254"><a href="#Scope-254"><span class="linenos">254</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="Scope-255"><a href="#Scope-255"><span class="linenos">255</span></a><span class="sd"> List of columns in this scope.</span> +</span><span id="Scope-256"><a href="#Scope-256"><span class="linenos">256</span></a> +</span><span id="Scope-257"><a href="#Scope-257"><span class="linenos">257</span></a><span class="sd"> Returns:</span> +</span><span id="Scope-258"><a href="#Scope-258"><span class="linenos">258</span></a><span class="sd"> list[exp.Column]: Column instances in this scope, plus any</span> +</span><span id="Scope-259"><a href="#Scope-259"><span class="linenos">259</span></a><span class="sd"> Columns that reference this scope from correlated subqueries.</span> +</span><span id="Scope-260"><a href="#Scope-260"><span class="linenos">260</span></a><span class="sd"> """</span> +</span><span id="Scope-261"><a href="#Scope-261"><span class="linenos">261</span></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_columns</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> +</span><span id="Scope-262"><a href="#Scope-262"><span class="linenos">262</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_ensure_collected</span><span class="p">()</span> +</span><span id="Scope-263"><a href="#Scope-263"><span class="linenos">263</span></a> <span class="n">columns</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_raw_columns</span> +</span><span id="Scope-264"><a href="#Scope-264"><span class="linenos">264</span></a> +</span><span id="Scope-265"><a href="#Scope-265"><span class="linenos">265</span></a> <span class="n">external_columns</span> <span class="o">=</span> <span class="p">[</span> +</span><span id="Scope-266"><a href="#Scope-266"><span class="linenos">266</span></a> <span class="n">column</span> +</span><span id="Scope-267"><a href="#Scope-267"><span class="linenos">267</span></a> <span class="k">for</span> <span class="n">scope</span> <span class="ow">in</span> <span class="n">itertools</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">subquery_scopes</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">udtf_scopes</span><span class="p">)</span> +</span><span id="Scope-268"><a href="#Scope-268"><span class="linenos">268</span></a> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">external_columns</span> +</span><span id="Scope-269"><a href="#Scope-269"><span class="linenos">269</span></a> <span class="p">]</span> +</span><span id="Scope-270"><a href="#Scope-270"><span class="linenos">270</span></a> +</span><span id="Scope-271"><a href="#Scope-271"><span class="linenos">271</span></a> <span class="n">named_selects</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">named_selects</span><span class="p">)</span> +</span><span id="Scope-272"><a href="#Scope-272"><span class="linenos">272</span></a> +</span><span id="Scope-273"><a href="#Scope-273"><span class="linenos">273</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_columns</span> <span class="o">=</span> <span class="p">[]</span> +</span><span id="Scope-274"><a href="#Scope-274"><span class="linenos">274</span></a> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="n">columns</span> <span class="o">+</span> <span class="n">external_columns</span><span class="p">:</span> +</span><span id="Scope-275"><a href="#Scope-275"><span class="linenos">275</span></a> <span class="n">ancestor</span> <span class="o">=</span> <span class="n">column</span><span class="o">.</span><span class="n">find_ancestor</span><span class="p">(</span> +</span><span id="Scope-276"><a href="#Scope-276"><span class="linenos">276</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Qualify</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Order</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Having</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Hint</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span> +</span><span id="Scope-277"><a href="#Scope-277"><span class="linenos">277</span></a> <span class="p">)</span> +</span><span id="Scope-278"><a href="#Scope-278"><span class="linenos">278</span></a> <span class="k">if</span> <span class="p">(</span> +</span><span id="Scope-279"><a href="#Scope-279"><span class="linenos">279</span></a> <span class="ow">not</span> <span class="n">ancestor</span> +</span><span id="Scope-280"><a href="#Scope-280"><span class="linenos">280</span></a> <span class="ow">or</span> <span class="n">column</span><span class="o">.</span><span class="n">table</span> +</span><span id="Scope-281"><a href="#Scope-281"><span class="linenos">281</span></a> <span class="ow">or</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">ancestor</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">)</span> +</span><span id="Scope-282"><a href="#Scope-282"><span class="linenos">282</span></a> <span class="ow">or</span> <span class="p">(</span><span class="nb">isinstance</span><span class="p">(</span><span class="n">ancestor</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">)</span> <span class="ow">and</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">ancestor</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Func</span><span class="p">))</span> +</span><span id="Scope-283"><a href="#Scope-283"><span class="linenos">283</span></a> <span class="ow">or</span> <span class="p">(</span> +</span><span id="Scope-284"><a href="#Scope-284"><span class="linenos">284</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">ancestor</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Order</span><span class="p">)</span> +</span><span id="Scope-285"><a href="#Scope-285"><span class="linenos">285</span></a> <span class="ow">and</span> <span class="p">(</span> +</span><span id="Scope-286"><a href="#Scope-286"><span class="linenos">286</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">ancestor</span><span class="o">.</span><span class="n">parent</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Window</span><span class="p">)</span> +</span><span id="Scope-287"><a href="#Scope-287"><span class="linenos">287</span></a> <span class="ow">or</span> <span class="n">column</span><span class="o">.</span><span class="n">name</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">named_selects</span> +</span><span id="Scope-288"><a href="#Scope-288"><span class="linenos">288</span></a> <span class="p">)</span> +</span><span id="Scope-289"><a href="#Scope-289"><span class="linenos">289</span></a> <span class="p">)</span> +</span><span id="Scope-290"><a href="#Scope-290"><span class="linenos">290</span></a> <span class="p">):</span> +</span><span id="Scope-291"><a href="#Scope-291"><span class="linenos">291</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_columns</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">column</span><span class="p">)</span> +</span><span id="Scope-292"><a href="#Scope-292"><span class="linenos">292</span></a> +</span><span id="Scope-293"><a href="#Scope-293"><span class="linenos">293</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_columns</span> </span><span id="Scope-294"><a href="#Scope-294"><span class="linenos">294</span></a> -</span><span id="Scope-295"><a href="#Scope-295"><span class="linenos">295</span></a><span class="sd"> That is, all tables in a schema are selectable at any point. But a</span> -</span><span id="Scope-296"><a href="#Scope-296"><span class="linenos">296</span></a><span class="sd"> table only becomes a selected source if it's included in a FROM or JOIN clause.</span> -</span><span id="Scope-297"><a href="#Scope-297"><span class="linenos">297</span></a> -</span><span id="Scope-298"><a href="#Scope-298"><span class="linenos">298</span></a><span class="sd"> Returns:</span> -</span><span id="Scope-299"><a href="#Scope-299"><span class="linenos">299</span></a><span class="sd"> dict[str, (exp.Table|exp.Select, exp.Table|Scope)]: selected sources and nodes</span> -</span><span id="Scope-300"><a href="#Scope-300"><span class="linenos">300</span></a><span class="sd"> """</span> -</span><span id="Scope-301"><a href="#Scope-301"><span class="linenos">301</span></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_selected_sources</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> -</span><span id="Scope-302"><a href="#Scope-302"><span class="linenos">302</span></a> <span class="n">result</span> <span class="o">=</span> <span class="p">{}</span> -</span><span id="Scope-303"><a href="#Scope-303"><span class="linenos">303</span></a> -</span><span id="Scope-304"><a href="#Scope-304"><span class="linenos">304</span></a> <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">node</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">references</span><span class="p">:</span> -</span><span id="Scope-305"><a href="#Scope-305"><span class="linenos">305</span></a> <span class="k">if</span> <span class="n">name</span> <span class="ow">in</span> <span class="n">result</span><span class="p">:</span> -</span><span id="Scope-306"><a href="#Scope-306"><span class="linenos">306</span></a> <span class="k">raise</span> <span class="n">OptimizeError</span><span class="p">(</span><span class="sa">f</span><span class="s2">"Alias already used: </span><span class="si">{</span><span class="n">name</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span> -</span><span id="Scope-307"><a href="#Scope-307"><span class="linenos">307</span></a> <span class="k">if</span> <span class="n">name</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="p">:</span> -</span><span id="Scope-308"><a href="#Scope-308"><span class="linenos">308</span></a> <span class="n">result</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="p">[</span><span class="n">name</span><span class="p">])</span> -</span><span id="Scope-309"><a href="#Scope-309"><span class="linenos">309</span></a> -</span><span id="Scope-310"><a href="#Scope-310"><span class="linenos">310</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_selected_sources</span> <span class="o">=</span> <span class="n">result</span> -</span><span id="Scope-311"><a href="#Scope-311"><span class="linenos">311</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_selected_sources</span> -</span><span id="Scope-312"><a href="#Scope-312"><span class="linenos">312</span></a> -</span><span id="Scope-313"><a href="#Scope-313"><span class="linenos">313</span></a> <span class="nd">@property</span> -</span><span id="Scope-314"><a href="#Scope-314"><span class="linenos">314</span></a> <span class="k">def</span> <span class="nf">references</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">t</span><span class="o">.</span><span class="n">List</span><span class="p">[</span><span class="n">t</span><span class="o">.</span><span class="n">Tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">]]:</span> -</span><span id="Scope-315"><a href="#Scope-315"><span class="linenos">315</span></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_references</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> -</span><span id="Scope-316"><a href="#Scope-316"><span class="linenos">316</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_references</span> <span class="o">=</span> <span class="p">[]</span> +</span><span id="Scope-295"><a href="#Scope-295"><span class="linenos">295</span></a> <span class="nd">@property</span> +</span><span id="Scope-296"><a href="#Scope-296"><span class="linenos">296</span></a> <span class="k">def</span> <span class="nf">selected_sources</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="Scope-297"><a href="#Scope-297"><span class="linenos">297</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="Scope-298"><a href="#Scope-298"><span class="linenos">298</span></a><span class="sd"> Mapping of nodes and sources that are actually selected from in this scope.</span> +</span><span id="Scope-299"><a href="#Scope-299"><span class="linenos">299</span></a> +</span><span id="Scope-300"><a href="#Scope-300"><span class="linenos">300</span></a><span class="sd"> That is, all tables in a schema are selectable at any point. But a</span> +</span><span id="Scope-301"><a href="#Scope-301"><span class="linenos">301</span></a><span class="sd"> table only becomes a selected source if it's included in a FROM or JOIN clause.</span> +</span><span id="Scope-302"><a href="#Scope-302"><span class="linenos">302</span></a> +</span><span id="Scope-303"><a href="#Scope-303"><span class="linenos">303</span></a><span class="sd"> Returns:</span> +</span><span id="Scope-304"><a href="#Scope-304"><span class="linenos">304</span></a><span class="sd"> dict[str, (exp.Table|exp.Select, exp.Table|Scope)]: selected sources and nodes</span> +</span><span id="Scope-305"><a href="#Scope-305"><span class="linenos">305</span></a><span class="sd"> """</span> +</span><span id="Scope-306"><a href="#Scope-306"><span class="linenos">306</span></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_selected_sources</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> +</span><span id="Scope-307"><a href="#Scope-307"><span class="linenos">307</span></a> <span class="n">result</span> <span class="o">=</span> <span class="p">{}</span> +</span><span id="Scope-308"><a href="#Scope-308"><span class="linenos">308</span></a> +</span><span id="Scope-309"><a href="#Scope-309"><span class="linenos">309</span></a> <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">node</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">references</span><span class="p">:</span> +</span><span id="Scope-310"><a href="#Scope-310"><span class="linenos">310</span></a> <span class="k">if</span> <span class="n">name</span> <span class="ow">in</span> <span class="n">result</span><span class="p">:</span> +</span><span id="Scope-311"><a href="#Scope-311"><span class="linenos">311</span></a> <span class="k">raise</span> <span class="n">OptimizeError</span><span class="p">(</span><span class="sa">f</span><span class="s2">"Alias already used: </span><span class="si">{</span><span class="n">name</span><span class="si">}</span><span class="s2">"</span><span class="p">)</span> +</span><span id="Scope-312"><a href="#Scope-312"><span class="linenos">312</span></a> <span class="k">if</span> <span class="n">name</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="p">:</span> +</span><span id="Scope-313"><a href="#Scope-313"><span class="linenos">313</span></a> <span class="n">result</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="p">[</span><span class="n">name</span><span class="p">])</span> +</span><span id="Scope-314"><a href="#Scope-314"><span class="linenos">314</span></a> +</span><span id="Scope-315"><a href="#Scope-315"><span class="linenos">315</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_selected_sources</span> <span class="o">=</span> <span class="n">result</span> +</span><span id="Scope-316"><a href="#Scope-316"><span class="linenos">316</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_selected_sources</span> </span><span id="Scope-317"><a href="#Scope-317"><span class="linenos">317</span></a> -</span><span id="Scope-318"><a href="#Scope-318"><span class="linenos">318</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="p">:</span> -</span><span id="Scope-319"><a href="#Scope-319"><span class="linenos">319</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_references</span><span class="o">.</span><span class="n">append</span><span class="p">((</span><span class="n">table</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">,</span> <span class="n">table</span><span class="p">))</span> -</span><span id="Scope-320"><a href="#Scope-320"><span class="linenos">320</span></a> <span class="k">for</span> <span class="n">expression</span> <span class="ow">in</span> <span class="n">itertools</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">derived_tables</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">udtfs</span><span class="p">):</span> -</span><span id="Scope-321"><a href="#Scope-321"><span class="linenos">321</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_references</span><span class="o">.</span><span class="n">append</span><span class="p">(</span> -</span><span id="Scope-322"><a href="#Scope-322"><span class="linenos">322</span></a> <span class="p">(</span> -</span><span id="Scope-323"><a href="#Scope-323"><span class="linenos">323</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">alias</span><span class="p">,</span> -</span><span id="Scope-324"><a href="#Scope-324"><span class="linenos">324</span></a> <span class="n">expression</span> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"pivots"</span><span class="p">)</span> <span class="k">else</span> <span class="n">expression</span><span class="o">.</span><span class="n">unnest</span><span class="p">(),</span> -</span><span id="Scope-325"><a href="#Scope-325"><span class="linenos">325</span></a> <span class="p">)</span> -</span><span id="Scope-326"><a href="#Scope-326"><span class="linenos">326</span></a> <span class="p">)</span> -</span><span id="Scope-327"><a href="#Scope-327"><span class="linenos">327</span></a> -</span><span id="Scope-328"><a href="#Scope-328"><span class="linenos">328</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_references</span> -</span><span id="Scope-329"><a href="#Scope-329"><span class="linenos">329</span></a> -</span><span id="Scope-330"><a href="#Scope-330"><span class="linenos">330</span></a> <span class="nd">@property</span> -</span><span id="Scope-331"><a href="#Scope-331"><span class="linenos">331</span></a> <span class="k">def</span> <span class="nf">cte_sources</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="Scope-332"><a href="#Scope-332"><span class="linenos">332</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="Scope-333"><a href="#Scope-333"><span class="linenos">333</span></a><span class="sd"> Sources that are CTEs.</span> +</span><span id="Scope-318"><a href="#Scope-318"><span class="linenos">318</span></a> <span class="nd">@property</span> +</span><span id="Scope-319"><a href="#Scope-319"><span class="linenos">319</span></a> <span class="k">def</span> <span class="nf">references</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">t</span><span class="o">.</span><span class="n">List</span><span class="p">[</span><span class="n">t</span><span class="o">.</span><span class="n">Tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">]]:</span> +</span><span id="Scope-320"><a href="#Scope-320"><span class="linenos">320</span></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_references</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> +</span><span id="Scope-321"><a href="#Scope-321"><span class="linenos">321</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_references</span> <span class="o">=</span> <span class="p">[]</span> +</span><span id="Scope-322"><a href="#Scope-322"><span class="linenos">322</span></a> +</span><span id="Scope-323"><a href="#Scope-323"><span class="linenos">323</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="p">:</span> +</span><span id="Scope-324"><a href="#Scope-324"><span class="linenos">324</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_references</span><span class="o">.</span><span class="n">append</span><span class="p">((</span><span class="n">table</span><span class="o">.</span><span class="n">alias_or_name</span><span class="p">,</span> <span class="n">table</span><span class="p">))</span> +</span><span id="Scope-325"><a href="#Scope-325"><span class="linenos">325</span></a> <span class="k">for</span> <span class="n">expression</span> <span class="ow">in</span> <span class="n">itertools</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">derived_tables</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">udtfs</span><span class="p">):</span> +</span><span id="Scope-326"><a href="#Scope-326"><span class="linenos">326</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_references</span><span class="o">.</span><span class="n">append</span><span class="p">(</span> +</span><span id="Scope-327"><a href="#Scope-327"><span class="linenos">327</span></a> <span class="p">(</span> +</span><span id="Scope-328"><a href="#Scope-328"><span class="linenos">328</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">alias</span><span class="p">,</span> +</span><span id="Scope-329"><a href="#Scope-329"><span class="linenos">329</span></a> <span class="n">expression</span> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"pivots"</span><span class="p">)</span> <span class="k">else</span> <span class="n">expression</span><span class="o">.</span><span class="n">unnest</span><span class="p">(),</span> +</span><span id="Scope-330"><a href="#Scope-330"><span class="linenos">330</span></a> <span class="p">)</span> +</span><span id="Scope-331"><a href="#Scope-331"><span class="linenos">331</span></a> <span class="p">)</span> +</span><span id="Scope-332"><a href="#Scope-332"><span class="linenos">332</span></a> +</span><span id="Scope-333"><a href="#Scope-333"><span class="linenos">333</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_references</span> </span><span id="Scope-334"><a href="#Scope-334"><span class="linenos">334</span></a> -</span><span id="Scope-335"><a href="#Scope-335"><span class="linenos">335</span></a><span class="sd"> Returns:</span> -</span><span id="Scope-336"><a href="#Scope-336"><span class="linenos">336</span></a><span class="sd"> dict[str, Scope]: Mapping of source alias to Scope</span> -</span><span id="Scope-337"><a href="#Scope-337"><span class="linenos">337</span></a><span class="sd"> """</span> -</span><span id="Scope-338"><a href="#Scope-338"><span class="linenos">338</span></a> <span class="k">return</span> <span class="p">{</span> -</span><span id="Scope-339"><a href="#Scope-339"><span class="linenos">339</span></a> <span class="n">alias</span><span class="p">:</span> <span class="n">scope</span> -</span><span id="Scope-340"><a href="#Scope-340"><span class="linenos">340</span></a> <span class="k">for</span> <span class="n">alias</span><span class="p">,</span> <span class="n">scope</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">items</span><span class="p">()</span> -</span><span id="Scope-341"><a href="#Scope-341"><span class="linenos">341</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">scope</span><span class="p">,</span> <span class="n">Scope</span><span class="p">)</span> <span class="ow">and</span> <span class="n">scope</span><span class="o">.</span><span class="n">is_cte</span> -</span><span id="Scope-342"><a href="#Scope-342"><span class="linenos">342</span></a> <span class="p">}</span> -</span><span id="Scope-343"><a href="#Scope-343"><span class="linenos">343</span></a> -</span><span id="Scope-344"><a href="#Scope-344"><span class="linenos">344</span></a> <span class="nd">@property</span> -</span><span id="Scope-345"><a href="#Scope-345"><span class="linenos">345</span></a> <span class="k">def</span> <span class="nf">selects</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="Scope-346"><a href="#Scope-346"><span class="linenos">346</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="Scope-347"><a href="#Scope-347"><span class="linenos">347</span></a><span class="sd"> Select expressions of this scope.</span> +</span><span id="Scope-335"><a href="#Scope-335"><span class="linenos">335</span></a> <span class="nd">@property</span> +</span><span id="Scope-336"><a href="#Scope-336"><span class="linenos">336</span></a> <span class="k">def</span> <span class="nf">cte_sources</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="Scope-337"><a href="#Scope-337"><span class="linenos">337</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="Scope-338"><a href="#Scope-338"><span class="linenos">338</span></a><span class="sd"> Sources that are CTEs.</span> +</span><span id="Scope-339"><a href="#Scope-339"><span class="linenos">339</span></a> +</span><span id="Scope-340"><a href="#Scope-340"><span class="linenos">340</span></a><span class="sd"> Returns:</span> +</span><span id="Scope-341"><a href="#Scope-341"><span class="linenos">341</span></a><span class="sd"> dict[str, Scope]: Mapping of source alias to Scope</span> +</span><span id="Scope-342"><a href="#Scope-342"><span class="linenos">342</span></a><span class="sd"> """</span> +</span><span id="Scope-343"><a href="#Scope-343"><span class="linenos">343</span></a> <span class="k">return</span> <span class="p">{</span> +</span><span id="Scope-344"><a href="#Scope-344"><span class="linenos">344</span></a> <span class="n">alias</span><span class="p">:</span> <span class="n">scope</span> +</span><span id="Scope-345"><a href="#Scope-345"><span class="linenos">345</span></a> <span class="k">for</span> <span class="n">alias</span><span class="p">,</span> <span class="n">scope</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">items</span><span class="p">()</span> +</span><span id="Scope-346"><a href="#Scope-346"><span class="linenos">346</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">scope</span><span class="p">,</span> <span class="n">Scope</span><span class="p">)</span> <span class="ow">and</span> <span class="n">scope</span><span class="o">.</span><span class="n">is_cte</span> +</span><span id="Scope-347"><a href="#Scope-347"><span class="linenos">347</span></a> <span class="p">}</span> </span><span id="Scope-348"><a href="#Scope-348"><span class="linenos">348</span></a> -</span><span id="Scope-349"><a href="#Scope-349"><span class="linenos">349</span></a><span class="sd"> For example, for the following expression:</span> -</span><span id="Scope-350"><a href="#Scope-350"><span class="linenos">350</span></a><span class="sd"> SELECT 1 as a, 2 as b FROM x</span> -</span><span id="Scope-351"><a href="#Scope-351"><span class="linenos">351</span></a> -</span><span id="Scope-352"><a href="#Scope-352"><span class="linenos">352</span></a><span class="sd"> The outputs are the "1 as a" and "2 as b" expressions.</span> +</span><span id="Scope-349"><a href="#Scope-349"><span class="linenos">349</span></a> <span class="nd">@property</span> +</span><span id="Scope-350"><a href="#Scope-350"><span class="linenos">350</span></a> <span class="k">def</span> <span class="nf">external_columns</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="Scope-351"><a href="#Scope-351"><span class="linenos">351</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="Scope-352"><a href="#Scope-352"><span class="linenos">352</span></a><span class="sd"> Columns that appear to reference sources in outer scopes.</span> </span><span id="Scope-353"><a href="#Scope-353"><span class="linenos">353</span></a> </span><span id="Scope-354"><a href="#Scope-354"><span class="linenos">354</span></a><span class="sd"> Returns:</span> -</span><span id="Scope-355"><a href="#Scope-355"><span class="linenos">355</span></a><span class="sd"> list[exp.Expression]: expressions</span> -</span><span id="Scope-356"><a href="#Scope-356"><span class="linenos">356</span></a><span class="sd"> """</span> -</span><span id="Scope-357"><a href="#Scope-357"><span class="linenos">357</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Union</span><span class="p">):</span> -</span><span id="Scope-358"><a href="#Scope-358"><span class="linenos">358</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">unnest</span><span class="p">()</span><span class="o">.</span><span class="n">selects</span> -</span><span id="Scope-359"><a href="#Scope-359"><span class="linenos">359</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">selects</span> -</span><span id="Scope-360"><a href="#Scope-360"><span class="linenos">360</span></a> -</span><span id="Scope-361"><a href="#Scope-361"><span class="linenos">361</span></a> <span class="nd">@property</span> -</span><span id="Scope-362"><a href="#Scope-362"><span class="linenos">362</span></a> <span class="k">def</span> <span class="nf">external_columns</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="Scope-363"><a href="#Scope-363"><span class="linenos">363</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="Scope-364"><a href="#Scope-364"><span class="linenos">364</span></a><span class="sd"> Columns that appear to reference sources in outer scopes.</span> -</span><span id="Scope-365"><a href="#Scope-365"><span class="linenos">365</span></a> -</span><span id="Scope-366"><a href="#Scope-366"><span class="linenos">366</span></a><span class="sd"> Returns:</span> -</span><span id="Scope-367"><a href="#Scope-367"><span class="linenos">367</span></a><span class="sd"> list[exp.Column]: Column instances that don't reference</span> -</span><span id="Scope-368"><a href="#Scope-368"><span class="linenos">368</span></a><span class="sd"> sources in the current scope.</span> -</span><span id="Scope-369"><a href="#Scope-369"><span class="linenos">369</span></a><span class="sd"> """</span> -</span><span id="Scope-370"><a href="#Scope-370"><span class="linenos">370</span></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_external_columns</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> -</span><span id="Scope-371"><a href="#Scope-371"><span class="linenos">371</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_external_columns</span> <span class="o">=</span> <span class="p">[</span> -</span><span id="Scope-372"><a href="#Scope-372"><span class="linenos">372</span></a> <span class="n">c</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">table</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">selected_sources</span> -</span><span id="Scope-373"><a href="#Scope-373"><span class="linenos">373</span></a> <span class="p">]</span> -</span><span id="Scope-374"><a href="#Scope-374"><span class="linenos">374</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_external_columns</span> -</span><span id="Scope-375"><a href="#Scope-375"><span class="linenos">375</span></a> -</span><span id="Scope-376"><a href="#Scope-376"><span class="linenos">376</span></a> <span class="nd">@property</span> -</span><span id="Scope-377"><a href="#Scope-377"><span class="linenos">377</span></a> <span class="k">def</span> <span class="nf">unqualified_columns</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="Scope-378"><a href="#Scope-378"><span class="linenos">378</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="Scope-379"><a href="#Scope-379"><span class="linenos">379</span></a><span class="sd"> Unqualified columns in the current scope.</span> -</span><span id="Scope-380"><a href="#Scope-380"><span class="linenos">380</span></a> -</span><span id="Scope-381"><a href="#Scope-381"><span class="linenos">381</span></a><span class="sd"> Returns:</span> -</span><span id="Scope-382"><a href="#Scope-382"><span class="linenos">382</span></a><span class="sd"> list[exp.Column]: Unqualified columns</span> -</span><span id="Scope-383"><a href="#Scope-383"><span class="linenos">383</span></a><span class="sd"> """</span> -</span><span id="Scope-384"><a href="#Scope-384"><span class="linenos">384</span></a> <span class="k">return</span> <span class="p">[</span><span class="n">c</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="ow">not</span> <span class="n">c</span><span class="o">.</span><span class="n">table</span><span class="p">]</span> +</span><span id="Scope-355"><a href="#Scope-355"><span class="linenos">355</span></a><span class="sd"> list[exp.Column]: Column instances that don't reference</span> +</span><span id="Scope-356"><a href="#Scope-356"><span class="linenos">356</span></a><span class="sd"> sources in the current scope.</span> +</span><span id="Scope-357"><a href="#Scope-357"><span class="linenos">357</span></a><span class="sd"> """</span> +</span><span id="Scope-358"><a href="#Scope-358"><span class="linenos">358</span></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_external_columns</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> +</span><span id="Scope-359"><a href="#Scope-359"><span class="linenos">359</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_external_columns</span> <span class="o">=</span> <span class="p">[</span> +</span><span id="Scope-360"><a href="#Scope-360"><span class="linenos">360</span></a> <span class="n">c</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">table</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">selected_sources</span> +</span><span id="Scope-361"><a href="#Scope-361"><span class="linenos">361</span></a> <span class="p">]</span> +</span><span id="Scope-362"><a href="#Scope-362"><span class="linenos">362</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_external_columns</span> +</span><span id="Scope-363"><a href="#Scope-363"><span class="linenos">363</span></a> +</span><span id="Scope-364"><a href="#Scope-364"><span class="linenos">364</span></a> <span class="nd">@property</span> +</span><span id="Scope-365"><a href="#Scope-365"><span class="linenos">365</span></a> <span class="k">def</span> <span class="nf">unqualified_columns</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="Scope-366"><a href="#Scope-366"><span class="linenos">366</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="Scope-367"><a href="#Scope-367"><span class="linenos">367</span></a><span class="sd"> Unqualified columns in the current scope.</span> +</span><span id="Scope-368"><a href="#Scope-368"><span class="linenos">368</span></a> +</span><span id="Scope-369"><a href="#Scope-369"><span class="linenos">369</span></a><span class="sd"> Returns:</span> +</span><span id="Scope-370"><a href="#Scope-370"><span class="linenos">370</span></a><span class="sd"> list[exp.Column]: Unqualified columns</span> +</span><span id="Scope-371"><a href="#Scope-371"><span class="linenos">371</span></a><span class="sd"> """</span> +</span><span id="Scope-372"><a href="#Scope-372"><span class="linenos">372</span></a> <span class="k">return</span> <span class="p">[</span><span class="n">c</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="ow">not</span> <span class="n">c</span><span class="o">.</span><span class="n">table</span><span class="p">]</span> +</span><span id="Scope-373"><a href="#Scope-373"><span class="linenos">373</span></a> +</span><span id="Scope-374"><a href="#Scope-374"><span class="linenos">374</span></a> <span class="nd">@property</span> +</span><span id="Scope-375"><a href="#Scope-375"><span class="linenos">375</span></a> <span class="k">def</span> <span class="nf">join_hints</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="Scope-376"><a href="#Scope-376"><span class="linenos">376</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="Scope-377"><a href="#Scope-377"><span class="linenos">377</span></a><span class="sd"> Hints that exist in the scope that reference tables</span> +</span><span id="Scope-378"><a href="#Scope-378"><span class="linenos">378</span></a> +</span><span id="Scope-379"><a href="#Scope-379"><span class="linenos">379</span></a><span class="sd"> Returns:</span> +</span><span id="Scope-380"><a href="#Scope-380"><span class="linenos">380</span></a><span class="sd"> list[exp.JoinHint]: Join hints that are referenced within the scope</span> +</span><span id="Scope-381"><a href="#Scope-381"><span class="linenos">381</span></a><span class="sd"> """</span> +</span><span id="Scope-382"><a href="#Scope-382"><span class="linenos">382</span></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_join_hints</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> +</span><span id="Scope-383"><a href="#Scope-383"><span class="linenos">383</span></a> <span class="k">return</span> <span class="p">[]</span> +</span><span id="Scope-384"><a href="#Scope-384"><span class="linenos">384</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_join_hints</span> </span><span id="Scope-385"><a href="#Scope-385"><span class="linenos">385</span></a> </span><span id="Scope-386"><a href="#Scope-386"><span class="linenos">386</span></a> <span class="nd">@property</span> -</span><span id="Scope-387"><a href="#Scope-387"><span class="linenos">387</span></a> <span class="k">def</span> <span class="nf">join_hints</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="Scope-388"><a href="#Scope-388"><span class="linenos">388</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="Scope-389"><a href="#Scope-389"><span class="linenos">389</span></a><span class="sd"> Hints that exist in the scope that reference tables</span> -</span><span id="Scope-390"><a href="#Scope-390"><span class="linenos">390</span></a> -</span><span id="Scope-391"><a href="#Scope-391"><span class="linenos">391</span></a><span class="sd"> Returns:</span> -</span><span id="Scope-392"><a href="#Scope-392"><span class="linenos">392</span></a><span class="sd"> list[exp.JoinHint]: Join hints that are referenced within the scope</span> -</span><span id="Scope-393"><a href="#Scope-393"><span class="linenos">393</span></a><span class="sd"> """</span> -</span><span id="Scope-394"><a href="#Scope-394"><span class="linenos">394</span></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_join_hints</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> -</span><span id="Scope-395"><a href="#Scope-395"><span class="linenos">395</span></a> <span class="k">return</span> <span class="p">[]</span> -</span><span id="Scope-396"><a href="#Scope-396"><span class="linenos">396</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_join_hints</span> -</span><span id="Scope-397"><a href="#Scope-397"><span class="linenos">397</span></a> -</span><span id="Scope-398"><a href="#Scope-398"><span class="linenos">398</span></a> <span class="nd">@property</span> -</span><span id="Scope-399"><a href="#Scope-399"><span class="linenos">399</span></a> <span class="k">def</span> <span class="nf">pivots</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="Scope-400"><a href="#Scope-400"><span class="linenos">400</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">_pivots</span><span class="p">:</span> -</span><span id="Scope-401"><a href="#Scope-401"><span class="linenos">401</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_pivots</span> <span class="o">=</span> <span class="p">[</span> -</span><span id="Scope-402"><a href="#Scope-402"><span class="linenos">402</span></a> <span class="n">pivot</span> <span class="k">for</span> <span class="n">_</span><span class="p">,</span> <span class="n">node</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">references</span> <span class="k">for</span> <span class="n">pivot</span> <span class="ow">in</span> <span class="n">node</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"pivots"</span><span class="p">)</span> <span class="ow">or</span> <span class="p">[]</span> -</span><span id="Scope-403"><a href="#Scope-403"><span class="linenos">403</span></a> <span class="p">]</span> -</span><span id="Scope-404"><a href="#Scope-404"><span class="linenos">404</span></a> -</span><span id="Scope-405"><a href="#Scope-405"><span class="linenos">405</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_pivots</span> -</span><span id="Scope-406"><a href="#Scope-406"><span class="linenos">406</span></a> -</span><span id="Scope-407"><a href="#Scope-407"><span class="linenos">407</span></a> <span class="k">def</span> <span class="nf">source_columns</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">source_name</span><span class="p">):</span> -</span><span id="Scope-408"><a href="#Scope-408"><span class="linenos">408</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="Scope-409"><a href="#Scope-409"><span class="linenos">409</span></a><span class="sd"> Get all columns in the current scope for a particular source.</span> +</span><span id="Scope-387"><a href="#Scope-387"><span class="linenos">387</span></a> <span class="k">def</span> <span class="nf">pivots</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="Scope-388"><a href="#Scope-388"><span class="linenos">388</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">_pivots</span><span class="p">:</span> +</span><span id="Scope-389"><a href="#Scope-389"><span class="linenos">389</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_pivots</span> <span class="o">=</span> <span class="p">[</span> +</span><span id="Scope-390"><a href="#Scope-390"><span class="linenos">390</span></a> <span class="n">pivot</span> <span class="k">for</span> <span class="n">_</span><span class="p">,</span> <span class="n">node</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">references</span> <span class="k">for</span> <span class="n">pivot</span> <span class="ow">in</span> <span class="n">node</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">"pivots"</span><span class="p">)</span> <span class="ow">or</span> <span class="p">[]</span> +</span><span id="Scope-391"><a href="#Scope-391"><span class="linenos">391</span></a> <span class="p">]</span> +</span><span id="Scope-392"><a href="#Scope-392"><span class="linenos">392</span></a> +</span><span id="Scope-393"><a href="#Scope-393"><span class="linenos">393</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_pivots</span> +</span><span id="Scope-394"><a href="#Scope-394"><span class="linenos">394</span></a> +</span><span id="Scope-395"><a href="#Scope-395"><span class="linenos">395</span></a> <span class="k">def</span> <span class="nf">source_columns</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">source_name</span><span class="p">):</span> +</span><span id="Scope-396"><a href="#Scope-396"><span class="linenos">396</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="Scope-397"><a href="#Scope-397"><span class="linenos">397</span></a><span class="sd"> Get all columns in the current scope for a particular source.</span> +</span><span id="Scope-398"><a href="#Scope-398"><span class="linenos">398</span></a> +</span><span id="Scope-399"><a href="#Scope-399"><span class="linenos">399</span></a><span class="sd"> Args:</span> +</span><span id="Scope-400"><a href="#Scope-400"><span class="linenos">400</span></a><span class="sd"> source_name (str): Name of the source</span> +</span><span id="Scope-401"><a href="#Scope-401"><span class="linenos">401</span></a><span class="sd"> Returns:</span> +</span><span id="Scope-402"><a href="#Scope-402"><span class="linenos">402</span></a><span class="sd"> list[exp.Column]: Column instances that reference `source_name`</span> +</span><span id="Scope-403"><a href="#Scope-403"><span class="linenos">403</span></a><span class="sd"> """</span> +</span><span id="Scope-404"><a href="#Scope-404"><span class="linenos">404</span></a> <span class="k">return</span> <span class="p">[</span><span class="n">column</span> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="n">column</span><span class="o">.</span><span class="n">table</span> <span class="o">==</span> <span class="n">source_name</span><span class="p">]</span> +</span><span id="Scope-405"><a href="#Scope-405"><span class="linenos">405</span></a> +</span><span id="Scope-406"><a href="#Scope-406"><span class="linenos">406</span></a> <span class="nd">@property</span> +</span><span id="Scope-407"><a href="#Scope-407"><span class="linenos">407</span></a> <span class="k">def</span> <span class="nf">is_subquery</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="Scope-408"><a href="#Scope-408"><span class="linenos">408</span></a><span class="w"> </span><span class="sd">"""Determine if this scope is a subquery"""</span> +</span><span id="Scope-409"><a href="#Scope-409"><span class="linenos">409</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">scope_type</span> <span class="o">==</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">SUBQUERY</span> </span><span id="Scope-410"><a href="#Scope-410"><span class="linenos">410</span></a> -</span><span id="Scope-411"><a href="#Scope-411"><span class="linenos">411</span></a><span class="sd"> Args:</span> -</span><span id="Scope-412"><a href="#Scope-412"><span class="linenos">412</span></a><span class="sd"> source_name (str): Name of the source</span> -</span><span id="Scope-413"><a href="#Scope-413"><span class="linenos">413</span></a><span class="sd"> Returns:</span> -</span><span id="Scope-414"><a href="#Scope-414"><span class="linenos">414</span></a><span class="sd"> list[exp.Column]: Column instances that reference `source_name`</span> -</span><span id="Scope-415"><a href="#Scope-415"><span class="linenos">415</span></a><span class="sd"> """</span> -</span><span id="Scope-416"><a href="#Scope-416"><span class="linenos">416</span></a> <span class="k">return</span> <span class="p">[</span><span class="n">column</span> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="n">column</span><span class="o">.</span><span class="n">table</span> <span class="o">==</span> <span class="n">source_name</span><span class="p">]</span> -</span><span id="Scope-417"><a href="#Scope-417"><span class="linenos">417</span></a> -</span><span id="Scope-418"><a href="#Scope-418"><span class="linenos">418</span></a> <span class="nd">@property</span> -</span><span id="Scope-419"><a href="#Scope-419"><span class="linenos">419</span></a> <span class="k">def</span> <span class="nf">is_subquery</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="Scope-420"><a href="#Scope-420"><span class="linenos">420</span></a><span class="w"> </span><span class="sd">"""Determine if this scope is a subquery"""</span> -</span><span id="Scope-421"><a href="#Scope-421"><span class="linenos">421</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">scope_type</span> <span class="o">==</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">SUBQUERY</span> -</span><span id="Scope-422"><a href="#Scope-422"><span class="linenos">422</span></a> -</span><span id="Scope-423"><a href="#Scope-423"><span class="linenos">423</span></a> <span class="nd">@property</span> -</span><span id="Scope-424"><a href="#Scope-424"><span class="linenos">424</span></a> <span class="k">def</span> <span class="nf">is_derived_table</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="Scope-425"><a href="#Scope-425"><span class="linenos">425</span></a><span class="w"> </span><span class="sd">"""Determine if this scope is a derived table"""</span> -</span><span id="Scope-426"><a href="#Scope-426"><span class="linenos">426</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">scope_type</span> <span class="o">==</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">DERIVED_TABLE</span> -</span><span id="Scope-427"><a href="#Scope-427"><span class="linenos">427</span></a> -</span><span id="Scope-428"><a href="#Scope-428"><span class="linenos">428</span></a> <span class="nd">@property</span> -</span><span id="Scope-429"><a href="#Scope-429"><span class="linenos">429</span></a> <span class="k">def</span> <span class="nf">is_union</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="Scope-430"><a href="#Scope-430"><span class="linenos">430</span></a><span class="w"> </span><span class="sd">"""Determine if this scope is a union"""</span> -</span><span id="Scope-431"><a href="#Scope-431"><span class="linenos">431</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">scope_type</span> <span class="o">==</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">UNION</span> -</span><span id="Scope-432"><a href="#Scope-432"><span class="linenos">432</span></a> -</span><span id="Scope-433"><a href="#Scope-433"><span class="linenos">433</span></a> <span class="nd">@property</span> -</span><span id="Scope-434"><a href="#Scope-434"><span class="linenos">434</span></a> <span class="k">def</span> <span class="nf">is_cte</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="Scope-435"><a href="#Scope-435"><span class="linenos">435</span></a><span class="w"> </span><span class="sd">"""Determine if this scope is a common table expression"""</span> -</span><span id="Scope-436"><a href="#Scope-436"><span class="linenos">436</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">scope_type</span> <span class="o">==</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">CTE</span> -</span><span id="Scope-437"><a href="#Scope-437"><span class="linenos">437</span></a> -</span><span id="Scope-438"><a href="#Scope-438"><span class="linenos">438</span></a> <span class="nd">@property</span> -</span><span id="Scope-439"><a href="#Scope-439"><span class="linenos">439</span></a> <span class="k">def</span> <span class="nf">is_root</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="Scope-440"><a href="#Scope-440"><span class="linenos">440</span></a><span class="w"> </span><span class="sd">"""Determine if this is the root scope"""</span> -</span><span id="Scope-441"><a href="#Scope-441"><span class="linenos">441</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">scope_type</span> <span class="o">==</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">ROOT</span> -</span><span id="Scope-442"><a href="#Scope-442"><span class="linenos">442</span></a> -</span><span id="Scope-443"><a href="#Scope-443"><span class="linenos">443</span></a> <span class="nd">@property</span> -</span><span id="Scope-444"><a href="#Scope-444"><span class="linenos">444</span></a> <span class="k">def</span> <span class="nf">is_udtf</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="Scope-445"><a href="#Scope-445"><span class="linenos">445</span></a><span class="w"> </span><span class="sd">"""Determine if this scope is a UDTF (User Defined Table Function)"""</span> -</span><span id="Scope-446"><a href="#Scope-446"><span class="linenos">446</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">scope_type</span> <span class="o">==</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">UDTF</span> -</span><span id="Scope-447"><a href="#Scope-447"><span class="linenos">447</span></a> -</span><span id="Scope-448"><a href="#Scope-448"><span class="linenos">448</span></a> <span class="nd">@property</span> -</span><span id="Scope-449"><a href="#Scope-449"><span class="linenos">449</span></a> <span class="k">def</span> <span class="nf">is_correlated_subquery</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="Scope-450"><a href="#Scope-450"><span class="linenos">450</span></a><span class="w"> </span><span class="sd">"""Determine if this scope is a correlated subquery"""</span> -</span><span id="Scope-451"><a href="#Scope-451"><span class="linenos">451</span></a> <span class="k">return</span> <span class="nb">bool</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">is_subquery</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">external_columns</span><span class="p">)</span> -</span><span id="Scope-452"><a href="#Scope-452"><span class="linenos">452</span></a> -</span><span id="Scope-453"><a href="#Scope-453"><span class="linenos">453</span></a> <span class="k">def</span> <span class="nf">rename_source</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">old_name</span><span class="p">,</span> <span class="n">new_name</span><span class="p">):</span> -</span><span id="Scope-454"><a href="#Scope-454"><span class="linenos">454</span></a><span class="w"> </span><span class="sd">"""Rename a source in this scope"""</span> -</span><span id="Scope-455"><a href="#Scope-455"><span class="linenos">455</span></a> <span class="n">columns</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">old_name</span> <span class="ow">or</span> <span class="s2">""</span><span class="p">,</span> <span class="p">[])</span> -</span><span id="Scope-456"><a href="#Scope-456"><span class="linenos">456</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="p">[</span><span class="n">new_name</span><span class="p">]</span> <span class="o">=</span> <span class="n">columns</span> -</span><span id="Scope-457"><a href="#Scope-457"><span class="linenos">457</span></a> -</span><span id="Scope-458"><a href="#Scope-458"><span class="linenos">458</span></a> <span class="k">def</span> <span class="nf">add_source</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">,</span> <span class="n">source</span><span class="p">):</span> -</span><span id="Scope-459"><a href="#Scope-459"><span class="linenos">459</span></a><span class="w"> </span><span class="sd">"""Add a source to this scope"""</span> -</span><span id="Scope-460"><a href="#Scope-460"><span class="linenos">460</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">source</span> -</span><span id="Scope-461"><a href="#Scope-461"><span class="linenos">461</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">clear_cache</span><span class="p">()</span> +</span><span id="Scope-411"><a href="#Scope-411"><span class="linenos">411</span></a> <span class="nd">@property</span> +</span><span id="Scope-412"><a href="#Scope-412"><span class="linenos">412</span></a> <span class="k">def</span> <span class="nf">is_derived_table</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="Scope-413"><a href="#Scope-413"><span class="linenos">413</span></a><span class="w"> </span><span class="sd">"""Determine if this scope is a derived table"""</span> +</span><span id="Scope-414"><a href="#Scope-414"><span class="linenos">414</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">scope_type</span> <span class="o">==</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">DERIVED_TABLE</span> +</span><span id="Scope-415"><a href="#Scope-415"><span class="linenos">415</span></a> +</span><span id="Scope-416"><a href="#Scope-416"><span class="linenos">416</span></a> <span class="nd">@property</span> +</span><span id="Scope-417"><a href="#Scope-417"><span class="linenos">417</span></a> <span class="k">def</span> <span class="nf">is_union</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="Scope-418"><a href="#Scope-418"><span class="linenos">418</span></a><span class="w"> </span><span class="sd">"""Determine if this scope is a union"""</span> +</span><span id="Scope-419"><a href="#Scope-419"><span class="linenos">419</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">scope_type</span> <span class="o">==</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">UNION</span> +</span><span id="Scope-420"><a href="#Scope-420"><span class="linenos">420</span></a> +</span><span id="Scope-421"><a href="#Scope-421"><span class="linenos">421</span></a> <span class="nd">@property</span> +</span><span id="Scope-422"><a href="#Scope-422"><span class="linenos">422</span></a> <span class="k">def</span> <span class="nf">is_cte</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="Scope-423"><a href="#Scope-423"><span class="linenos">423</span></a><span class="w"> </span><span class="sd">"""Determine if this scope is a common table expression"""</span> +</span><span id="Scope-424"><a href="#Scope-424"><span class="linenos">424</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">scope_type</span> <span class="o">==</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">CTE</span> +</span><span id="Scope-425"><a href="#Scope-425"><span class="linenos">425</span></a> +</span><span id="Scope-426"><a href="#Scope-426"><span class="linenos">426</span></a> <span class="nd">@property</span> +</span><span id="Scope-427"><a href="#Scope-427"><span class="linenos">427</span></a> <span class="k">def</span> <span class="nf">is_root</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="Scope-428"><a href="#Scope-428"><span class="linenos">428</span></a><span class="w"> </span><span class="sd">"""Determine if this is the root scope"""</span> +</span><span id="Scope-429"><a href="#Scope-429"><span class="linenos">429</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">scope_type</span> <span class="o">==</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">ROOT</span> +</span><span id="Scope-430"><a href="#Scope-430"><span class="linenos">430</span></a> +</span><span id="Scope-431"><a href="#Scope-431"><span class="linenos">431</span></a> <span class="nd">@property</span> +</span><span id="Scope-432"><a href="#Scope-432"><span class="linenos">432</span></a> <span class="k">def</span> <span class="nf">is_udtf</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="Scope-433"><a href="#Scope-433"><span class="linenos">433</span></a><span class="w"> </span><span class="sd">"""Determine if this scope is a UDTF (User Defined Table Function)"""</span> +</span><span id="Scope-434"><a href="#Scope-434"><span class="linenos">434</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">scope_type</span> <span class="o">==</span> <span class="n">ScopeType</span><span class="o">.</span><span class="n">UDTF</span> +</span><span id="Scope-435"><a href="#Scope-435"><span class="linenos">435</span></a> +</span><span id="Scope-436"><a href="#Scope-436"><span class="linenos">436</span></a> <span class="nd">@property</span> +</span><span id="Scope-437"><a href="#Scope-437"><span class="linenos">437</span></a> <span class="k">def</span> <span class="nf">is_correlated_subquery</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="Scope-438"><a href="#Scope-438"><span class="linenos">438</span></a><span class="w"> </span><span class="sd">"""Determine if this scope is a correlated subquery"""</span> +</span><span id="Scope-439"><a href="#Scope-439"><span class="linenos">439</span></a> <span class="k">return</span> <span class="nb">bool</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">is_subquery</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">external_columns</span><span class="p">)</span> +</span><span id="Scope-440"><a href="#Scope-440"><span class="linenos">440</span></a> +</span><span id="Scope-441"><a href="#Scope-441"><span class="linenos">441</span></a> <span class="k">def</span> <span class="nf">rename_source</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">old_name</span><span class="p">,</span> <span class="n">new_name</span><span class="p">):</span> +</span><span id="Scope-442"><a href="#Scope-442"><span class="linenos">442</span></a><span class="w"> </span><span class="sd">"""Rename a source in this scope"""</span> +</span><span id="Scope-443"><a href="#Scope-443"><span class="linenos">443</span></a> <span class="n">columns</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">old_name</span> <span class="ow">or</span> <span class="s2">""</span><span class="p">,</span> <span class="p">[])</span> +</span><span id="Scope-444"><a href="#Scope-444"><span class="linenos">444</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="p">[</span><span class="n">new_name</span><span class="p">]</span> <span class="o">=</span> <span class="n">columns</span> +</span><span id="Scope-445"><a href="#Scope-445"><span class="linenos">445</span></a> +</span><span id="Scope-446"><a href="#Scope-446"><span class="linenos">446</span></a> <span class="k">def</span> <span class="nf">add_source</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">,</span> <span class="n">source</span><span class="p">):</span> +</span><span id="Scope-447"><a href="#Scope-447"><span class="linenos">447</span></a><span class="w"> </span><span class="sd">"""Add a source to this scope"""</span> +</span><span id="Scope-448"><a href="#Scope-448"><span class="linenos">448</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">source</span> +</span><span id="Scope-449"><a href="#Scope-449"><span class="linenos">449</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">clear_cache</span><span class="p">()</span> +</span><span id="Scope-450"><a href="#Scope-450"><span class="linenos">450</span></a> +</span><span id="Scope-451"><a href="#Scope-451"><span class="linenos">451</span></a> <span class="k">def</span> <span class="nf">remove_source</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">):</span> +</span><span id="Scope-452"><a href="#Scope-452"><span class="linenos">452</span></a><span class="w"> </span><span class="sd">"""Remove a source from this scope"""</span> +</span><span id="Scope-453"><a href="#Scope-453"><span class="linenos">453</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">name</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span> +</span><span id="Scope-454"><a href="#Scope-454"><span class="linenos">454</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">clear_cache</span><span class="p">()</span> +</span><span id="Scope-455"><a href="#Scope-455"><span class="linenos">455</span></a> +</span><span id="Scope-456"><a href="#Scope-456"><span class="linenos">456</span></a> <span class="k">def</span> <span class="fm">__repr__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="Scope-457"><a href="#Scope-457"><span class="linenos">457</span></a> <span class="k">return</span> <span class="sa">f</span><span class="s2">"Scope<</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">sql</span><span class="p">()</span><span class="si">}</span><span class="s2">>"</span> +</span><span id="Scope-458"><a href="#Scope-458"><span class="linenos">458</span></a> +</span><span id="Scope-459"><a href="#Scope-459"><span class="linenos">459</span></a> <span class="k">def</span> <span class="nf">traverse</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="Scope-460"><a href="#Scope-460"><span class="linenos">460</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="Scope-461"><a href="#Scope-461"><span class="linenos">461</span></a><span class="sd"> Traverse the scope tree from this node.</span> </span><span id="Scope-462"><a href="#Scope-462"><span class="linenos">462</span></a> -</span><span id="Scope-463"><a href="#Scope-463"><span class="linenos">463</span></a> <span class="k">def</span> <span class="nf">remove_source</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">):</span> -</span><span id="Scope-464"><a href="#Scope-464"><span class="linenos">464</span></a><span class="w"> </span><span class="sd">"""Remove a source from this scope"""</span> -</span><span id="Scope-465"><a href="#Scope-465"><span class="linenos">465</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">name</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span> -</span><span id="Scope-466"><a href="#Scope-466"><span class="linenos">466</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">clear_cache</span><span class="p">()</span> -</span><span id="Scope-467"><a href="#Scope-467"><span class="linenos">467</span></a> -</span><span id="Scope-468"><a href="#Scope-468"><span class="linenos">468</span></a> <span class="k">def</span> <span class="fm">__repr__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="Scope-469"><a href="#Scope-469"><span class="linenos">469</span></a> <span class="k">return</span> <span class="sa">f</span><span class="s2">"Scope<</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">sql</span><span class="p">()</span><span class="si">}</span><span class="s2">>"</span> -</span><span id="Scope-470"><a href="#Scope-470"><span class="linenos">470</span></a> -</span><span id="Scope-471"><a href="#Scope-471"><span class="linenos">471</span></a> <span class="k">def</span> <span class="nf">traverse</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="Scope-472"><a href="#Scope-472"><span class="linenos">472</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="Scope-473"><a href="#Scope-473"><span class="linenos">473</span></a><span class="sd"> Traverse the scope tree from this node.</span> -</span><span id="Scope-474"><a href="#Scope-474"><span class="linenos">474</span></a> -</span><span id="Scope-475"><a href="#Scope-475"><span class="linenos">475</span></a><span class="sd"> Yields:</span> -</span><span id="Scope-476"><a href="#Scope-476"><span class="linenos">476</span></a><span class="sd"> Scope: scope instances in depth-first-search post-order</span> -</span><span id="Scope-477"><a href="#Scope-477"><span class="linenos">477</span></a><span class="sd"> """</span> -</span><span id="Scope-478"><a href="#Scope-478"><span class="linenos">478</span></a> <span class="k">for</span> <span class="n">child_scope</span> <span class="ow">in</span> <span class="n">itertools</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span> -</span><span id="Scope-479"><a href="#Scope-479"><span class="linenos">479</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">cte_scopes</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">union_scopes</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">table_scopes</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">subquery_scopes</span> -</span><span id="Scope-480"><a href="#Scope-480"><span class="linenos">480</span></a> <span class="p">):</span> -</span><span id="Scope-481"><a href="#Scope-481"><span class="linenos">481</span></a> <span class="k">yield from</span> <span class="n">child_scope</span><span class="o">.</span><span class="n">traverse</span><span class="p">()</span> -</span><span id="Scope-482"><a href="#Scope-482"><span class="linenos">482</span></a> <span class="k">yield</span> <span class="bp">self</span> -</span><span id="Scope-483"><a href="#Scope-483"><span class="linenos">483</span></a> -</span><span id="Scope-484"><a href="#Scope-484"><span class="linenos">484</span></a> <span class="k">def</span> <span class="nf">ref_count</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="Scope-485"><a href="#Scope-485"><span class="linenos">485</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="Scope-486"><a href="#Scope-486"><span class="linenos">486</span></a><span class="sd"> Count the number of times each scope in this tree is referenced.</span> -</span><span id="Scope-487"><a href="#Scope-487"><span class="linenos">487</span></a> -</span><span id="Scope-488"><a href="#Scope-488"><span class="linenos">488</span></a><span class="sd"> Returns:</span> -</span><span id="Scope-489"><a href="#Scope-489"><span class="linenos">489</span></a><span class="sd"> dict[int, int]: Mapping of Scope instance ID to reference count</span> -</span><span id="Scope-490"><a href="#Scope-490"><span class="linenos">490</span></a><span class="sd"> """</span> -</span><span id="Scope-491"><a href="#Scope-491"><span class="linenos">491</span></a> <span class="n">scope_ref_count</span> <span class="o">=</span> <span class="n">defaultdict</span><span class="p">(</span><span class="k">lambda</span><span class="p">:</span> <span class="mi">0</span><span class="p">)</span> -</span><span id="Scope-492"><a href="#Scope-492"><span class="linenos">492</span></a> -</span><span id="Scope-493"><a href="#Scope-493"><span class="linenos">493</span></a> <span class="k">for</span> <span class="n">scope</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">traverse</span><span class="p">():</span> -</span><span id="Scope-494"><a href="#Scope-494"><span class="linenos">494</span></a> <span class="k">for</span> <span class="n">_</span><span class="p">,</span> <span class="n">source</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">selected_sources</span><span class="o">.</span><span class="n">values</span><span class="p">():</span> -</span><span id="Scope-495"><a href="#Scope-495"><span class="linenos">495</span></a> <span class="n">scope_ref_count</span><span class="p">[</span><span class="nb">id</span><span class="p">(</span><span class="n">source</span><span class="p">)]</span> <span class="o">+=</span> <span class="mi">1</span> -</span><span id="Scope-496"><a href="#Scope-496"><span class="linenos">496</span></a> -</span><span id="Scope-497"><a href="#Scope-497"><span class="linenos">497</span></a> <span class="k">return</span> <span class="n">scope_ref_count</span> +</span><span id="Scope-463"><a href="#Scope-463"><span class="linenos">463</span></a><span class="sd"> Yields:</span> +</span><span id="Scope-464"><a href="#Scope-464"><span class="linenos">464</span></a><span class="sd"> Scope: scope instances in depth-first-search post-order</span> +</span><span id="Scope-465"><a href="#Scope-465"><span class="linenos">465</span></a><span class="sd"> """</span> +</span><span id="Scope-466"><a href="#Scope-466"><span class="linenos">466</span></a> <span class="k">for</span> <span class="n">child_scope</span> <span class="ow">in</span> <span class="n">itertools</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span> +</span><span id="Scope-467"><a href="#Scope-467"><span class="linenos">467</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">cte_scopes</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">union_scopes</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">table_scopes</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">subquery_scopes</span> +</span><span id="Scope-468"><a href="#Scope-468"><span class="linenos">468</span></a> <span class="p">):</span> +</span><span id="Scope-469"><a href="#Scope-469"><span class="linenos">469</span></a> <span class="k">yield from</span> <span class="n">child_scope</span><span class="o">.</span><span class="n">traverse</span><span class="p">()</span> +</span><span id="Scope-470"><a href="#Scope-470"><span class="linenos">470</span></a> <span class="k">yield</span> <span class="bp">self</span> +</span><span id="Scope-471"><a href="#Scope-471"><span class="linenos">471</span></a> +</span><span id="Scope-472"><a href="#Scope-472"><span class="linenos">472</span></a> <span class="k">def</span> <span class="nf">ref_count</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="Scope-473"><a href="#Scope-473"><span class="linenos">473</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="Scope-474"><a href="#Scope-474"><span class="linenos">474</span></a><span class="sd"> Count the number of times each scope in this tree is referenced.</span> +</span><span id="Scope-475"><a href="#Scope-475"><span class="linenos">475</span></a> +</span><span id="Scope-476"><a href="#Scope-476"><span class="linenos">476</span></a><span class="sd"> Returns:</span> +</span><span id="Scope-477"><a href="#Scope-477"><span class="linenos">477</span></a><span class="sd"> dict[int, int]: Mapping of Scope instance ID to reference count</span> +</span><span id="Scope-478"><a href="#Scope-478"><span class="linenos">478</span></a><span class="sd"> """</span> +</span><span id="Scope-479"><a href="#Scope-479"><span class="linenos">479</span></a> <span class="n">scope_ref_count</span> <span class="o">=</span> <span class="n">defaultdict</span><span class="p">(</span><span class="k">lambda</span><span class="p">:</span> <span class="mi">0</span><span class="p">)</span> +</span><span id="Scope-480"><a href="#Scope-480"><span class="linenos">480</span></a> +</span><span id="Scope-481"><a href="#Scope-481"><span class="linenos">481</span></a> <span class="k">for</span> <span class="n">scope</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">traverse</span><span class="p">():</span> +</span><span id="Scope-482"><a href="#Scope-482"><span class="linenos">482</span></a> <span class="k">for</span> <span class="n">_</span><span class="p">,</span> <span class="n">source</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">selected_sources</span><span class="o">.</span><span class="n">values</span><span class="p">():</span> +</span><span id="Scope-483"><a href="#Scope-483"><span class="linenos">483</span></a> <span class="n">scope_ref_count</span><span class="p">[</span><span class="nb">id</span><span class="p">(</span><span class="n">source</span><span class="p">)]</span> <span class="o">+=</span> <span class="mi">1</span> +</span><span id="Scope-484"><a href="#Scope-484"><span class="linenos">484</span></a> +</span><span id="Scope-485"><a href="#Scope-485"><span class="linenos">485</span></a> <span class="k">return</span> <span class="n">scope_ref_count</span> </span></pre></div> @@ -1856,8 +1848,8 @@ a list of the left and right child scopes.</li> </div> <a class="headerlink" href="#Scope.walk"></a> - <div class="pdoc-code codehilite"><pre><span></span><span id="Scope.walk-137"><a href="#Scope.walk-137"><span class="linenos">137</span></a> <span class="k">def</span> <span class="nf">walk</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span> -</span><span id="Scope.walk-138"><a href="#Scope.walk-138"><span class="linenos">138</span></a> <span class="k">return</span> <span class="n">walk_in_scope</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="n">bfs</span><span class="p">)</span> + <div class="pdoc-code codehilite"><pre><span></span><span id="Scope.walk-141"><a href="#Scope.walk-141"><span class="linenos">141</span></a> <span class="k">def</span> <span class="nf">walk</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span> +</span><span id="Scope.walk-142"><a href="#Scope.walk-142"><span class="linenos">142</span></a> <span class="k">return</span> <span class="n">walk_in_scope</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="n">bfs</span><span class="p">)</span> </span></pre></div> @@ -1875,21 +1867,21 @@ a list of the left and right child scopes.</li> </div> <a class="headerlink" href="#Scope.find"></a> - <div class="pdoc-code codehilite"><pre><span></span><span id="Scope.find-140"><a href="#Scope.find-140"><span class="linenos">140</span></a> <span class="k">def</span> <span class="nf">find</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">expression_types</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span> -</span><span id="Scope.find-141"><a href="#Scope.find-141"><span class="linenos">141</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="Scope.find-142"><a href="#Scope.find-142"><span class="linenos">142</span></a><span class="sd"> Returns the first node in this scope which matches at least one of the specified types.</span> -</span><span id="Scope.find-143"><a href="#Scope.find-143"><span class="linenos">143</span></a> -</span><span id="Scope.find-144"><a href="#Scope.find-144"><span class="linenos">144</span></a><span class="sd"> This does NOT traverse into subscopes.</span> -</span><span id="Scope.find-145"><a href="#Scope.find-145"><span class="linenos">145</span></a> -</span><span id="Scope.find-146"><a href="#Scope.find-146"><span class="linenos">146</span></a><span class="sd"> Args:</span> -</span><span id="Scope.find-147"><a href="#Scope.find-147"><span class="linenos">147</span></a><span class="sd"> expression_types (type): the expression type(s) to match.</span> -</span><span id="Scope.find-148"><a href="#Scope.find-148"><span class="linenos">148</span></a><span class="sd"> bfs (bool): True to use breadth-first search, False to use depth-first.</span> + <div class="pdoc-code codehilite"><pre><span></span><span id="Scope.find-144"><a href="#Scope.find-144"><span class="linenos">144</span></a> <span class="k">def</span> <span class="nf">find</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">expression_types</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span> +</span><span id="Scope.find-145"><a href="#Scope.find-145"><span class="linenos">145</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="Scope.find-146"><a href="#Scope.find-146"><span class="linenos">146</span></a><span class="sd"> Returns the first node in this scope which matches at least one of the specified types.</span> +</span><span id="Scope.find-147"><a href="#Scope.find-147"><span class="linenos">147</span></a> +</span><span id="Scope.find-148"><a href="#Scope.find-148"><span class="linenos">148</span></a><span class="sd"> This does NOT traverse into subscopes.</span> </span><span id="Scope.find-149"><a href="#Scope.find-149"><span class="linenos">149</span></a> -</span><span id="Scope.find-150"><a href="#Scope.find-150"><span class="linenos">150</span></a><span class="sd"> Returns:</span> -</span><span id="Scope.find-151"><a href="#Scope.find-151"><span class="linenos">151</span></a><span class="sd"> exp.Expression: the node which matches the criteria or None if no node matching</span> -</span><span id="Scope.find-152"><a href="#Scope.find-152"><span class="linenos">152</span></a><span class="sd"> the criteria was found.</span> -</span><span id="Scope.find-153"><a href="#Scope.find-153"><span class="linenos">153</span></a><span class="sd"> """</span> -</span><span id="Scope.find-154"><a href="#Scope.find-154"><span class="linenos">154</span></a> <span class="k">return</span> <span class="nb">next</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">find_all</span><span class="p">(</span><span class="o">*</span><span class="n">expression_types</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="n">bfs</span><span class="p">),</span> <span class="kc">None</span><span class="p">)</span> +</span><span id="Scope.find-150"><a href="#Scope.find-150"><span class="linenos">150</span></a><span class="sd"> Args:</span> +</span><span id="Scope.find-151"><a href="#Scope.find-151"><span class="linenos">151</span></a><span class="sd"> expression_types (type): the expression type(s) to match.</span> +</span><span id="Scope.find-152"><a href="#Scope.find-152"><span class="linenos">152</span></a><span class="sd"> bfs (bool): True to use breadth-first search, False to use depth-first.</span> +</span><span id="Scope.find-153"><a href="#Scope.find-153"><span class="linenos">153</span></a> +</span><span id="Scope.find-154"><a href="#Scope.find-154"><span class="linenos">154</span></a><span class="sd"> Returns:</span> +</span><span id="Scope.find-155"><a href="#Scope.find-155"><span class="linenos">155</span></a><span class="sd"> exp.Expression: the node which matches the criteria or None if no node matching</span> +</span><span id="Scope.find-156"><a href="#Scope.find-156"><span class="linenos">156</span></a><span class="sd"> the criteria was found.</span> +</span><span id="Scope.find-157"><a href="#Scope.find-157"><span class="linenos">157</span></a><span class="sd"> """</span> +</span><span id="Scope.find-158"><a href="#Scope.find-158"><span class="linenos">158</span></a> <span class="k">return</span> <span class="nb">next</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">find_all</span><span class="p">(</span><span class="o">*</span><span class="n">expression_types</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="n">bfs</span><span class="p">),</span> <span class="kc">None</span><span class="p">)</span> </span></pre></div> @@ -1925,23 +1917,23 @@ a list of the left and right child scopes.</li> </div> <a class="headerlink" href="#Scope.find_all"></a> - <div class="pdoc-code codehilite"><pre><span></span><span id="Scope.find_all-156"><a href="#Scope.find_all-156"><span class="linenos">156</span></a> <span class="k">def</span> <span class="nf">find_all</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">expression_types</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span> -</span><span id="Scope.find_all-157"><a href="#Scope.find_all-157"><span class="linenos">157</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="Scope.find_all-158"><a href="#Scope.find_all-158"><span class="linenos">158</span></a><span class="sd"> Returns a generator object which visits all nodes in this scope and only yields those that</span> -</span><span id="Scope.find_all-159"><a href="#Scope.find_all-159"><span class="linenos">159</span></a><span class="sd"> match at least one of the specified expression types.</span> -</span><span id="Scope.find_all-160"><a href="#Scope.find_all-160"><span class="linenos">160</span></a> -</span><span id="Scope.find_all-161"><a href="#Scope.find_all-161"><span class="linenos">161</span></a><span class="sd"> This does NOT traverse into subscopes.</span> -</span><span id="Scope.find_all-162"><a href="#Scope.find_all-162"><span class="linenos">162</span></a> -</span><span id="Scope.find_all-163"><a href="#Scope.find_all-163"><span class="linenos">163</span></a><span class="sd"> Args:</span> -</span><span id="Scope.find_all-164"><a href="#Scope.find_all-164"><span class="linenos">164</span></a><span class="sd"> expression_types (type): the expression type(s) to match.</span> -</span><span id="Scope.find_all-165"><a href="#Scope.find_all-165"><span class="linenos">165</span></a><span class="sd"> bfs (bool): True to use breadth-first search, False to use depth-first.</span> + <div class="pdoc-code codehilite"><pre><span></span><span id="Scope.find_all-160"><a href="#Scope.find_all-160"><span class="linenos">160</span></a> <span class="k">def</span> <span class="nf">find_all</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">expression_types</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span> +</span><span id="Scope.find_all-161"><a href="#Scope.find_all-161"><span class="linenos">161</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="Scope.find_all-162"><a href="#Scope.find_all-162"><span class="linenos">162</span></a><span class="sd"> Returns a generator object which visits all nodes in this scope and only yields those that</span> +</span><span id="Scope.find_all-163"><a href="#Scope.find_all-163"><span class="linenos">163</span></a><span class="sd"> match at least one of the specified expression types.</span> +</span><span id="Scope.find_all-164"><a href="#Scope.find_all-164"><span class="linenos">164</span></a> +</span><span id="Scope.find_all-165"><a href="#Scope.find_all-165"><span class="linenos">165</span></a><span class="sd"> This does NOT traverse into subscopes.</span> </span><span id="Scope.find_all-166"><a href="#Scope.find_all-166"><span class="linenos">166</span></a> -</span><span id="Scope.find_all-167"><a href="#Scope.find_all-167"><span class="linenos">167</span></a><span class="sd"> Yields:</span> -</span><span id="Scope.find_all-168"><a href="#Scope.find_all-168"><span class="linenos">168</span></a><span class="sd"> exp.Expression: nodes</span> -</span><span id="Scope.find_all-169"><a href="#Scope.find_all-169"><span class="linenos">169</span></a><span class="sd"> """</span> -</span><span id="Scope.find_all-170"><a href="#Scope.find_all-170"><span class="linenos">170</span></a> <span class="k">for</span> <span class="n">expression</span><span class="p">,</span> <span class="o">*</span><span class="n">_</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">walk</span><span class="p">(</span><span class="n">bfs</span><span class="o">=</span><span class="n">bfs</span><span class="p">):</span> -</span><span id="Scope.find_all-171"><a href="#Scope.find_all-171"><span class="linenos">171</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">expression_types</span><span class="p">):</span> -</span><span id="Scope.find_all-172"><a href="#Scope.find_all-172"><span class="linenos">172</span></a> <span class="k">yield</span> <span class="n">expression</span> +</span><span id="Scope.find_all-167"><a href="#Scope.find_all-167"><span class="linenos">167</span></a><span class="sd"> Args:</span> +</span><span id="Scope.find_all-168"><a href="#Scope.find_all-168"><span class="linenos">168</span></a><span class="sd"> expression_types (type): the expression type(s) to match.</span> +</span><span id="Scope.find_all-169"><a href="#Scope.find_all-169"><span class="linenos">169</span></a><span class="sd"> bfs (bool): True to use breadth-first search, False to use depth-first.</span> +</span><span id="Scope.find_all-170"><a href="#Scope.find_all-170"><span class="linenos">170</span></a> +</span><span id="Scope.find_all-171"><a href="#Scope.find_all-171"><span class="linenos">171</span></a><span class="sd"> Yields:</span> +</span><span id="Scope.find_all-172"><a href="#Scope.find_all-172"><span class="linenos">172</span></a><span class="sd"> exp.Expression: nodes</span> +</span><span id="Scope.find_all-173"><a href="#Scope.find_all-173"><span class="linenos">173</span></a><span class="sd"> """</span> +</span><span id="Scope.find_all-174"><a href="#Scope.find_all-174"><span class="linenos">174</span></a> <span class="k">for</span> <span class="n">expression</span><span class="p">,</span> <span class="o">*</span><span class="n">_</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">walk</span><span class="p">(</span><span class="n">bfs</span><span class="o">=</span><span class="n">bfs</span><span class="p">):</span> +</span><span id="Scope.find_all-175"><a href="#Scope.find_all-175"><span class="linenos">175</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">expression_types</span><span class="p">):</span> +</span><span id="Scope.find_all-176"><a href="#Scope.find_all-176"><span class="linenos">176</span></a> <span class="k">yield</span> <span class="n">expression</span> </span></pre></div> @@ -1977,18 +1969,18 @@ match at least one of the specified expression types.</p> </div> <a class="headerlink" href="#Scope.replace"></a> - <div class="pdoc-code codehilite"><pre><span></span><span id="Scope.replace-174"><a href="#Scope.replace-174"><span class="linenos">174</span></a> <span class="k">def</span> <span class="nf">replace</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">old</span><span class="p">,</span> <span class="n">new</span><span class="p">):</span> -</span><span id="Scope.replace-175"><a href="#Scope.replace-175"><span class="linenos">175</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="Scope.replace-176"><a href="#Scope.replace-176"><span class="linenos">176</span></a><span class="sd"> Replace `old` with `new`.</span> -</span><span id="Scope.replace-177"><a href="#Scope.replace-177"><span class="linenos">177</span></a> -</span><span id="Scope.replace-178"><a href="#Scope.replace-178"><span class="linenos">178</span></a><span class="sd"> This can be used instead of `exp.Expression.replace` to ensure the `Scope` is kept up-to-date.</span> -</span><span id="Scope.replace-179"><a href="#Scope.replace-179"><span class="linenos">179</span></a> -</span><span id="Scope.replace-180"><a href="#Scope.replace-180"><span class="linenos">180</span></a><span class="sd"> Args:</span> -</span><span id="Scope.replace-181"><a href="#Scope.replace-181"><span class="linenos">181</span></a><span class="sd"> old (exp.Expression): old node</span> -</span><span id="Scope.replace-182"><a href="#Scope.replace-182"><span class="linenos">182</span></a><span class="sd"> new (exp.Expression): new node</span> -</span><span id="Scope.replace-183"><a href="#Scope.replace-183"><span class="linenos">183</span></a><span class="sd"> """</span> -</span><span id="Scope.replace-184"><a href="#Scope.replace-184"><span class="linenos">184</span></a> <span class="n">old</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">new</span><span class="p">)</span> -</span><span id="Scope.replace-185"><a href="#Scope.replace-185"><span class="linenos">185</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">clear_cache</span><span class="p">()</span> + <div class="pdoc-code codehilite"><pre><span></span><span id="Scope.replace-178"><a href="#Scope.replace-178"><span class="linenos">178</span></a> <span class="k">def</span> <span class="nf">replace</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">old</span><span class="p">,</span> <span class="n">new</span><span class="p">):</span> +</span><span id="Scope.replace-179"><a href="#Scope.replace-179"><span class="linenos">179</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="Scope.replace-180"><a href="#Scope.replace-180"><span class="linenos">180</span></a><span class="sd"> Replace `old` with `new`.</span> +</span><span id="Scope.replace-181"><a href="#Scope.replace-181"><span class="linenos">181</span></a> +</span><span id="Scope.replace-182"><a href="#Scope.replace-182"><span class="linenos">182</span></a><span class="sd"> This can be used instead of `exp.Expression.replace` to ensure the `Scope` is kept up-to-date.</span> +</span><span id="Scope.replace-183"><a href="#Scope.replace-183"><span class="linenos">183</span></a> +</span><span id="Scope.replace-184"><a href="#Scope.replace-184"><span class="linenos">184</span></a><span class="sd"> Args:</span> +</span><span id="Scope.replace-185"><a href="#Scope.replace-185"><span class="linenos">185</span></a><span class="sd"> old (exp.Expression): old node</span> +</span><span id="Scope.replace-186"><a href="#Scope.replace-186"><span class="linenos">186</span></a><span class="sd"> new (exp.Expression): new node</span> +</span><span id="Scope.replace-187"><a href="#Scope.replace-187"><span class="linenos">187</span></a><span class="sd"> """</span> +</span><span id="Scope.replace-188"><a href="#Scope.replace-188"><span class="linenos">188</span></a> <span class="n">old</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">new</span><span class="p">)</span> +</span><span id="Scope.replace-189"><a href="#Scope.replace-189"><span class="linenos">189</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">clear_cache</span><span class="p">()</span> </span></pre></div> @@ -2185,30 +2177,6 @@ table only becomes a selected source if it's included in a FROM or JOIN clause.< </div> - <div id="Scope.selects" class="classattr"> - <div class="attr variable"> - <span class="name">selects</span> - - - </div> - <a class="headerlink" href="#Scope.selects"></a> - - <div class="docstring"><p>Select expressions of this scope.</p> - -<p>For example, for the following expression: - SELECT 1 as a, 2 as b FROM x</p> - -<p>The outputs are the "1 as a" and "2 as b" expressions.</p> - -<h6 id="returns">Returns:</h6> - -<blockquote> - <p>list[exp.Expression]: expressions</p> -</blockquote> -</div> - - - </div> <div id="Scope.external_columns" class="classattr"> <div class="attr variable"> <span class="name">external_columns</span> @@ -2289,16 +2257,16 @@ table only becomes a selected source if it's included in a FROM or JOIN clause.< </div> <a class="headerlink" href="#Scope.source_columns"></a> - <div class="pdoc-code codehilite"><pre><span></span><span id="Scope.source_columns-407"><a href="#Scope.source_columns-407"><span class="linenos">407</span></a> <span class="k">def</span> <span class="nf">source_columns</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">source_name</span><span class="p">):</span> -</span><span id="Scope.source_columns-408"><a href="#Scope.source_columns-408"><span class="linenos">408</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="Scope.source_columns-409"><a href="#Scope.source_columns-409"><span class="linenos">409</span></a><span class="sd"> Get all columns in the current scope for a particular source.</span> -</span><span id="Scope.source_columns-410"><a href="#Scope.source_columns-410"><span class="linenos">410</span></a> -</span><span id="Scope.source_columns-411"><a href="#Scope.source_columns-411"><span class="linenos">411</span></a><span class="sd"> Args:</span> -</span><span id="Scope.source_columns-412"><a href="#Scope.source_columns-412"><span class="linenos">412</span></a><span class="sd"> source_name (str): Name of the source</span> -</span><span id="Scope.source_columns-413"><a href="#Scope.source_columns-413"><span class="linenos">413</span></a><span class="sd"> Returns:</span> -</span><span id="Scope.source_columns-414"><a href="#Scope.source_columns-414"><span class="linenos">414</span></a><span class="sd"> list[exp.Column]: Column instances that reference `source_name`</span> -</span><span id="Scope.source_columns-415"><a href="#Scope.source_columns-415"><span class="linenos">415</span></a><span class="sd"> """</span> -</span><span id="Scope.source_columns-416"><a href="#Scope.source_columns-416"><span class="linenos">416</span></a> <span class="k">return</span> <span class="p">[</span><span class="n">column</span> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="n">column</span><span class="o">.</span><span class="n">table</span> <span class="o">==</span> <span class="n">source_name</span><span class="p">]</span> + <div class="pdoc-code codehilite"><pre><span></span><span id="Scope.source_columns-395"><a href="#Scope.source_columns-395"><span class="linenos">395</span></a> <span class="k">def</span> <span class="nf">source_columns</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">source_name</span><span class="p">):</span> +</span><span id="Scope.source_columns-396"><a href="#Scope.source_columns-396"><span class="linenos">396</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="Scope.source_columns-397"><a href="#Scope.source_columns-397"><span class="linenos">397</span></a><span class="sd"> Get all columns in the current scope for a particular source.</span> +</span><span id="Scope.source_columns-398"><a href="#Scope.source_columns-398"><span class="linenos">398</span></a> +</span><span id="Scope.source_columns-399"><a href="#Scope.source_columns-399"><span class="linenos">399</span></a><span class="sd"> Args:</span> +</span><span id="Scope.source_columns-400"><a href="#Scope.source_columns-400"><span class="linenos">400</span></a><span class="sd"> source_name (str): Name of the source</span> +</span><span id="Scope.source_columns-401"><a href="#Scope.source_columns-401"><span class="linenos">401</span></a><span class="sd"> Returns:</span> +</span><span id="Scope.source_columns-402"><a href="#Scope.source_columns-402"><span class="linenos">402</span></a><span class="sd"> list[exp.Column]: Column instances that reference `source_name`</span> +</span><span id="Scope.source_columns-403"><a href="#Scope.source_columns-403"><span class="linenos">403</span></a><span class="sd"> """</span> +</span><span id="Scope.source_columns-404"><a href="#Scope.source_columns-404"><span class="linenos">404</span></a> <span class="k">return</span> <span class="p">[</span><span class="n">column</span> <span class="k">for</span> <span class="n">column</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="n">column</span><span class="o">.</span><span class="n">table</span> <span class="o">==</span> <span class="n">source_name</span><span class="p">]</span> </span></pre></div> @@ -2421,10 +2389,10 @@ table only becomes a selected source if it's included in a FROM or JOIN clause.< </div> <a class="headerlink" href="#Scope.rename_source"></a> - <div class="pdoc-code codehilite"><pre><span></span><span id="Scope.rename_source-453"><a href="#Scope.rename_source-453"><span class="linenos">453</span></a> <span class="k">def</span> <span class="nf">rename_source</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">old_name</span><span class="p">,</span> <span class="n">new_name</span><span class="p">):</span> -</span><span id="Scope.rename_source-454"><a href="#Scope.rename_source-454"><span class="linenos">454</span></a><span class="w"> </span><span class="sd">"""Rename a source in this scope"""</span> -</span><span id="Scope.rename_source-455"><a href="#Scope.rename_source-455"><span class="linenos">455</span></a> <span class="n">columns</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">old_name</span> <span class="ow">or</span> <span class="s2">""</span><span class="p">,</span> <span class="p">[])</span> -</span><span id="Scope.rename_source-456"><a href="#Scope.rename_source-456"><span class="linenos">456</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="p">[</span><span class="n">new_name</span><span class="p">]</span> <span class="o">=</span> <span class="n">columns</span> + <div class="pdoc-code codehilite"><pre><span></span><span id="Scope.rename_source-441"><a href="#Scope.rename_source-441"><span class="linenos">441</span></a> <span class="k">def</span> <span class="nf">rename_source</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">old_name</span><span class="p">,</span> <span class="n">new_name</span><span class="p">):</span> +</span><span id="Scope.rename_source-442"><a href="#Scope.rename_source-442"><span class="linenos">442</span></a><span class="w"> </span><span class="sd">"""Rename a source in this scope"""</span> +</span><span id="Scope.rename_source-443"><a href="#Scope.rename_source-443"><span class="linenos">443</span></a> <span class="n">columns</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">old_name</span> <span class="ow">or</span> <span class="s2">""</span><span class="p">,</span> <span class="p">[])</span> +</span><span id="Scope.rename_source-444"><a href="#Scope.rename_source-444"><span class="linenos">444</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="p">[</span><span class="n">new_name</span><span class="p">]</span> <span class="o">=</span> <span class="n">columns</span> </span></pre></div> @@ -2444,10 +2412,10 @@ table only becomes a selected source if it's included in a FROM or JOIN clause.< </div> <a class="headerlink" href="#Scope.add_source"></a> - <div class="pdoc-code codehilite"><pre><span></span><span id="Scope.add_source-458"><a href="#Scope.add_source-458"><span class="linenos">458</span></a> <span class="k">def</span> <span class="nf">add_source</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">,</span> <span class="n">source</span><span class="p">):</span> -</span><span id="Scope.add_source-459"><a href="#Scope.add_source-459"><span class="linenos">459</span></a><span class="w"> </span><span class="sd">"""Add a source to this scope"""</span> -</span><span id="Scope.add_source-460"><a href="#Scope.add_source-460"><span class="linenos">460</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">source</span> -</span><span id="Scope.add_source-461"><a href="#Scope.add_source-461"><span class="linenos">461</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">clear_cache</span><span class="p">()</span> + <div class="pdoc-code codehilite"><pre><span></span><span id="Scope.add_source-446"><a href="#Scope.add_source-446"><span class="linenos">446</span></a> <span class="k">def</span> <span class="nf">add_source</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">,</span> <span class="n">source</span><span class="p">):</span> +</span><span id="Scope.add_source-447"><a href="#Scope.add_source-447"><span class="linenos">447</span></a><span class="w"> </span><span class="sd">"""Add a source to this scope"""</span> +</span><span id="Scope.add_source-448"><a href="#Scope.add_source-448"><span class="linenos">448</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">source</span> +</span><span id="Scope.add_source-449"><a href="#Scope.add_source-449"><span class="linenos">449</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">clear_cache</span><span class="p">()</span> </span></pre></div> @@ -2467,10 +2435,10 @@ table only becomes a selected source if it's included in a FROM or JOIN clause.< </div> <a class="headerlink" href="#Scope.remove_source"></a> - <div class="pdoc-code codehilite"><pre><span></span><span id="Scope.remove_source-463"><a href="#Scope.remove_source-463"><span class="linenos">463</span></a> <span class="k">def</span> <span class="nf">remove_source</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">):</span> -</span><span id="Scope.remove_source-464"><a href="#Scope.remove_source-464"><span class="linenos">464</span></a><span class="w"> </span><span class="sd">"""Remove a source from this scope"""</span> -</span><span id="Scope.remove_source-465"><a href="#Scope.remove_source-465"><span class="linenos">465</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">name</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span> -</span><span id="Scope.remove_source-466"><a href="#Scope.remove_source-466"><span class="linenos">466</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">clear_cache</span><span class="p">()</span> + <div class="pdoc-code codehilite"><pre><span></span><span id="Scope.remove_source-451"><a href="#Scope.remove_source-451"><span class="linenos">451</span></a> <span class="k">def</span> <span class="nf">remove_source</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">):</span> +</span><span id="Scope.remove_source-452"><a href="#Scope.remove_source-452"><span class="linenos">452</span></a><span class="w"> </span><span class="sd">"""Remove a source from this scope"""</span> +</span><span id="Scope.remove_source-453"><a href="#Scope.remove_source-453"><span class="linenos">453</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">name</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span> +</span><span id="Scope.remove_source-454"><a href="#Scope.remove_source-454"><span class="linenos">454</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">clear_cache</span><span class="p">()</span> </span></pre></div> @@ -2490,18 +2458,18 @@ table only becomes a selected source if it's included in a FROM or JOIN clause.< </div> <a class="headerlink" href="#Scope.traverse"></a> - <div class="pdoc-code codehilite"><pre><span></span><span id="Scope.traverse-471"><a href="#Scope.traverse-471"><span class="linenos">471</span></a> <span class="k">def</span> <span class="nf">traverse</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="Scope.traverse-472"><a href="#Scope.traverse-472"><span class="linenos">472</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="Scope.traverse-473"><a href="#Scope.traverse-473"><span class="linenos">473</span></a><span class="sd"> Traverse the scope tree from this node.</span> -</span><span id="Scope.traverse-474"><a href="#Scope.traverse-474"><span class="linenos">474</span></a> -</span><span id="Scope.traverse-475"><a href="#Scope.traverse-475"><span class="linenos">475</span></a><span class="sd"> Yields:</span> -</span><span id="Scope.traverse-476"><a href="#Scope.traverse-476"><span class="linenos">476</span></a><span class="sd"> Scope: scope instances in depth-first-search post-order</span> -</span><span id="Scope.traverse-477"><a href="#Scope.traverse-477"><span class="linenos">477</span></a><span class="sd"> """</span> -</span><span id="Scope.traverse-478"><a href="#Scope.traverse-478"><span class="linenos">478</span></a> <span class="k">for</span> <span class="n">child_scope</span> <span class="ow">in</span> <span class="n">itertools</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span> -</span><span id="Scope.traverse-479"><a href="#Scope.traverse-479"><span class="linenos">479</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">cte_scopes</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">union_scopes</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">table_scopes</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">subquery_scopes</span> -</span><span id="Scope.traverse-480"><a href="#Scope.traverse-480"><span class="linenos">480</span></a> <span class="p">):</span> -</span><span id="Scope.traverse-481"><a href="#Scope.traverse-481"><span class="linenos">481</span></a> <span class="k">yield from</span> <span class="n">child_scope</span><span class="o">.</span><span class="n">traverse</span><span class="p">()</span> -</span><span id="Scope.traverse-482"><a href="#Scope.traverse-482"><span class="linenos">482</span></a> <span class="k">yield</span> <span class="bp">self</span> + <div class="pdoc-code codehilite"><pre><span></span><span id="Scope.traverse-459"><a href="#Scope.traverse-459"><span class="linenos">459</span></a> <span class="k">def</span> <span class="nf">traverse</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="Scope.traverse-460"><a href="#Scope.traverse-460"><span class="linenos">460</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="Scope.traverse-461"><a href="#Scope.traverse-461"><span class="linenos">461</span></a><span class="sd"> Traverse the scope tree from this node.</span> +</span><span id="Scope.traverse-462"><a href="#Scope.traverse-462"><span class="linenos">462</span></a> +</span><span id="Scope.traverse-463"><a href="#Scope.traverse-463"><span class="linenos">463</span></a><span class="sd"> Yields:</span> +</span><span id="Scope.traverse-464"><a href="#Scope.traverse-464"><span class="linenos">464</span></a><span class="sd"> Scope: scope instances in depth-first-search post-order</span> +</span><span id="Scope.traverse-465"><a href="#Scope.traverse-465"><span class="linenos">465</span></a><span class="sd"> """</span> +</span><span id="Scope.traverse-466"><a href="#Scope.traverse-466"><span class="linenos">466</span></a> <span class="k">for</span> <span class="n">child_scope</span> <span class="ow">in</span> <span class="n">itertools</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span> +</span><span id="Scope.traverse-467"><a href="#Scope.traverse-467"><span class="linenos">467</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">cte_scopes</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">union_scopes</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">table_scopes</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">subquery_scopes</span> +</span><span id="Scope.traverse-468"><a href="#Scope.traverse-468"><span class="linenos">468</span></a> <span class="p">):</span> +</span><span id="Scope.traverse-469"><a href="#Scope.traverse-469"><span class="linenos">469</span></a> <span class="k">yield from</span> <span class="n">child_scope</span><span class="o">.</span><span class="n">traverse</span><span class="p">()</span> +</span><span id="Scope.traverse-470"><a href="#Scope.traverse-470"><span class="linenos">470</span></a> <span class="k">yield</span> <span class="bp">self</span> </span></pre></div> @@ -2527,20 +2495,20 @@ table only becomes a selected source if it's included in a FROM or JOIN clause.< </div> <a class="headerlink" href="#Scope.ref_count"></a> - <div class="pdoc-code codehilite"><pre><span></span><span id="Scope.ref_count-484"><a href="#Scope.ref_count-484"><span class="linenos">484</span></a> <span class="k">def</span> <span class="nf">ref_count</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> -</span><span id="Scope.ref_count-485"><a href="#Scope.ref_count-485"><span class="linenos">485</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="Scope.ref_count-486"><a href="#Scope.ref_count-486"><span class="linenos">486</span></a><span class="sd"> Count the number of times each scope in this tree is referenced.</span> -</span><span id="Scope.ref_count-487"><a href="#Scope.ref_count-487"><span class="linenos">487</span></a> -</span><span id="Scope.ref_count-488"><a href="#Scope.ref_count-488"><span class="linenos">488</span></a><span class="sd"> Returns:</span> -</span><span id="Scope.ref_count-489"><a href="#Scope.ref_count-489"><span class="linenos">489</span></a><span class="sd"> dict[int, int]: Mapping of Scope instance ID to reference count</span> -</span><span id="Scope.ref_count-490"><a href="#Scope.ref_count-490"><span class="linenos">490</span></a><span class="sd"> """</span> -</span><span id="Scope.ref_count-491"><a href="#Scope.ref_count-491"><span class="linenos">491</span></a> <span class="n">scope_ref_count</span> <span class="o">=</span> <span class="n">defaultdict</span><span class="p">(</span><span class="k">lambda</span><span class="p">:</span> <span class="mi">0</span><span class="p">)</span> -</span><span id="Scope.ref_count-492"><a href="#Scope.ref_count-492"><span class="linenos">492</span></a> -</span><span id="Scope.ref_count-493"><a href="#Scope.ref_count-493"><span class="linenos">493</span></a> <span class="k">for</span> <span class="n">scope</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">traverse</span><span class="p">():</span> -</span><span id="Scope.ref_count-494"><a href="#Scope.ref_count-494"><span class="linenos">494</span></a> <span class="k">for</span> <span class="n">_</span><span class="p">,</span> <span class="n">source</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">selected_sources</span><span class="o">.</span><span class="n">values</span><span class="p">():</span> -</span><span id="Scope.ref_count-495"><a href="#Scope.ref_count-495"><span class="linenos">495</span></a> <span class="n">scope_ref_count</span><span class="p">[</span><span class="nb">id</span><span class="p">(</span><span class="n">source</span><span class="p">)]</span> <span class="o">+=</span> <span class="mi">1</span> -</span><span id="Scope.ref_count-496"><a href="#Scope.ref_count-496"><span class="linenos">496</span></a> -</span><span id="Scope.ref_count-497"><a href="#Scope.ref_count-497"><span class="linenos">497</span></a> <span class="k">return</span> <span class="n">scope_ref_count</span> + <div class="pdoc-code codehilite"><pre><span></span><span id="Scope.ref_count-472"><a href="#Scope.ref_count-472"><span class="linenos">472</span></a> <span class="k">def</span> <span class="nf">ref_count</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> +</span><span id="Scope.ref_count-473"><a href="#Scope.ref_count-473"><span class="linenos">473</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="Scope.ref_count-474"><a href="#Scope.ref_count-474"><span class="linenos">474</span></a><span class="sd"> Count the number of times each scope in this tree is referenced.</span> +</span><span id="Scope.ref_count-475"><a href="#Scope.ref_count-475"><span class="linenos">475</span></a> +</span><span id="Scope.ref_count-476"><a href="#Scope.ref_count-476"><span class="linenos">476</span></a><span class="sd"> Returns:</span> +</span><span id="Scope.ref_count-477"><a href="#Scope.ref_count-477"><span class="linenos">477</span></a><span class="sd"> dict[int, int]: Mapping of Scope instance ID to reference count</span> +</span><span id="Scope.ref_count-478"><a href="#Scope.ref_count-478"><span class="linenos">478</span></a><span class="sd"> """</span> +</span><span id="Scope.ref_count-479"><a href="#Scope.ref_count-479"><span class="linenos">479</span></a> <span class="n">scope_ref_count</span> <span class="o">=</span> <span class="n">defaultdict</span><span class="p">(</span><span class="k">lambda</span><span class="p">:</span> <span class="mi">0</span><span class="p">)</span> +</span><span id="Scope.ref_count-480"><a href="#Scope.ref_count-480"><span class="linenos">480</span></a> +</span><span id="Scope.ref_count-481"><a href="#Scope.ref_count-481"><span class="linenos">481</span></a> <span class="k">for</span> <span class="n">scope</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">traverse</span><span class="p">():</span> +</span><span id="Scope.ref_count-482"><a href="#Scope.ref_count-482"><span class="linenos">482</span></a> <span class="k">for</span> <span class="n">_</span><span class="p">,</span> <span class="n">source</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">selected_sources</span><span class="o">.</span><span class="n">values</span><span class="p">():</span> +</span><span id="Scope.ref_count-483"><a href="#Scope.ref_count-483"><span class="linenos">483</span></a> <span class="n">scope_ref_count</span><span class="p">[</span><span class="nb">id</span><span class="p">(</span><span class="n">source</span><span class="p">)]</span> <span class="o">+=</span> <span class="mi">1</span> +</span><span id="Scope.ref_count-484"><a href="#Scope.ref_count-484"><span class="linenos">484</span></a> +</span><span id="Scope.ref_count-485"><a href="#Scope.ref_count-485"><span class="linenos">485</span></a> <span class="k">return</span> <span class="n">scope_ref_count</span> </span></pre></div> @@ -2567,34 +2535,34 @@ table only becomes a selected source if it's included in a FROM or JOIN clause.< </div> <a class="headerlink" href="#traverse_scope"></a> - <div class="pdoc-code codehilite"><pre><span></span><span id="traverse_scope-500"><a href="#traverse_scope-500"><span class="linenos">500</span></a><span class="k">def</span> <span class="nf">traverse_scope</span><span class="p">(</span><span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-></span> <span class="n">t</span><span class="o">.</span><span class="n">List</span><span class="p">[</span><span class="n">Scope</span><span class="p">]:</span> -</span><span id="traverse_scope-501"><a href="#traverse_scope-501"><span class="linenos">501</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="traverse_scope-502"><a href="#traverse_scope-502"><span class="linenos">502</span></a><span class="sd"> Traverse an expression by it's "scopes".</span> -</span><span id="traverse_scope-503"><a href="#traverse_scope-503"><span class="linenos">503</span></a> -</span><span id="traverse_scope-504"><a href="#traverse_scope-504"><span class="linenos">504</span></a><span class="sd"> "Scope" represents the current context of a Select statement.</span> -</span><span id="traverse_scope-505"><a href="#traverse_scope-505"><span class="linenos">505</span></a> -</span><span id="traverse_scope-506"><a href="#traverse_scope-506"><span class="linenos">506</span></a><span class="sd"> This is helpful for optimizing queries, where we need more information than</span> -</span><span id="traverse_scope-507"><a href="#traverse_scope-507"><span class="linenos">507</span></a><span class="sd"> the expression tree itself. For example, we might care about the source</span> -</span><span id="traverse_scope-508"><a href="#traverse_scope-508"><span class="linenos">508</span></a><span class="sd"> names within a subquery. Returns a list because a generator could result in</span> -</span><span id="traverse_scope-509"><a href="#traverse_scope-509"><span class="linenos">509</span></a><span class="sd"> incomplete properties which is confusing.</span> -</span><span id="traverse_scope-510"><a href="#traverse_scope-510"><span class="linenos">510</span></a> -</span><span id="traverse_scope-511"><a href="#traverse_scope-511"><span class="linenos">511</span></a><span class="sd"> Examples:</span> -</span><span id="traverse_scope-512"><a href="#traverse_scope-512"><span class="linenos">512</span></a><span class="sd"> >>> import sqlglot</span> -</span><span id="traverse_scope-513"><a href="#traverse_scope-513"><span class="linenos">513</span></a><span class="sd"> >>> expression = sqlglot.parse_one("SELECT a FROM (SELECT a FROM x) AS y")</span> -</span><span id="traverse_scope-514"><a href="#traverse_scope-514"><span class="linenos">514</span></a><span class="sd"> >>> scopes = traverse_scope(expression)</span> -</span><span id="traverse_scope-515"><a href="#traverse_scope-515"><span class="linenos">515</span></a><span class="sd"> >>> scopes[0].expression.sql(), list(scopes[0].sources)</span> -</span><span id="traverse_scope-516"><a href="#traverse_scope-516"><span class="linenos">516</span></a><span class="sd"> ('SELECT a FROM x', ['x'])</span> -</span><span id="traverse_scope-517"><a href="#traverse_scope-517"><span class="linenos">517</span></a><span class="sd"> >>> scopes[1].expression.sql(), list(scopes[1].sources)</span> -</span><span id="traverse_scope-518"><a href="#traverse_scope-518"><span class="linenos">518</span></a><span class="sd"> ('SELECT a FROM (SELECT a FROM x) AS y', ['y'])</span> -</span><span id="traverse_scope-519"><a href="#traverse_scope-519"><span class="linenos">519</span></a> -</span><span id="traverse_scope-520"><a href="#traverse_scope-520"><span class="linenos">520</span></a><span class="sd"> Args:</span> -</span><span id="traverse_scope-521"><a href="#traverse_scope-521"><span class="linenos">521</span></a><span class="sd"> expression (exp.Expression): expression to traverse</span> -</span><span id="traverse_scope-522"><a href="#traverse_scope-522"><span class="linenos">522</span></a><span class="sd"> Returns:</span> -</span><span id="traverse_scope-523"><a href="#traverse_scope-523"><span class="linenos">523</span></a><span class="sd"> list[Scope]: scope instances</span> -</span><span id="traverse_scope-524"><a href="#traverse_scope-524"><span class="linenos">524</span></a><span class="sd"> """</span> -</span><span id="traverse_scope-525"><a href="#traverse_scope-525"><span class="linenos">525</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Unionable</span><span class="p">):</span> -</span><span id="traverse_scope-526"><a href="#traverse_scope-526"><span class="linenos">526</span></a> <span class="k">return</span> <span class="p">[]</span> -</span><span id="traverse_scope-527"><a href="#traverse_scope-527"><span class="linenos">527</span></a> <span class="k">return</span> <span class="nb">list</span><span class="p">(</span><span class="n">_traverse_scope</span><span class="p">(</span><span class="n">Scope</span><span class="p">(</span><span class="n">expression</span><span class="p">)))</span> + <div class="pdoc-code codehilite"><pre><span></span><span id="traverse_scope-488"><a href="#traverse_scope-488"><span class="linenos">488</span></a><span class="k">def</span> <span class="nf">traverse_scope</span><span class="p">(</span><span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-></span> <span class="n">t</span><span class="o">.</span><span class="n">List</span><span class="p">[</span><span class="n">Scope</span><span class="p">]:</span> +</span><span id="traverse_scope-489"><a href="#traverse_scope-489"><span class="linenos">489</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="traverse_scope-490"><a href="#traverse_scope-490"><span class="linenos">490</span></a><span class="sd"> Traverse an expression by it's "scopes".</span> +</span><span id="traverse_scope-491"><a href="#traverse_scope-491"><span class="linenos">491</span></a> +</span><span id="traverse_scope-492"><a href="#traverse_scope-492"><span class="linenos">492</span></a><span class="sd"> "Scope" represents the current context of a Select statement.</span> +</span><span id="traverse_scope-493"><a href="#traverse_scope-493"><span class="linenos">493</span></a> +</span><span id="traverse_scope-494"><a href="#traverse_scope-494"><span class="linenos">494</span></a><span class="sd"> This is helpful for optimizing queries, where we need more information than</span> +</span><span id="traverse_scope-495"><a href="#traverse_scope-495"><span class="linenos">495</span></a><span class="sd"> the expression tree itself. For example, we might care about the source</span> +</span><span id="traverse_scope-496"><a href="#traverse_scope-496"><span class="linenos">496</span></a><span class="sd"> names within a subquery. Returns a list because a generator could result in</span> +</span><span id="traverse_scope-497"><a href="#traverse_scope-497"><span class="linenos">497</span></a><span class="sd"> incomplete properties which is confusing.</span> +</span><span id="traverse_scope-498"><a href="#traverse_scope-498"><span class="linenos">498</span></a> +</span><span id="traverse_scope-499"><a href="#traverse_scope-499"><span class="linenos">499</span></a><span class="sd"> Examples:</span> +</span><span id="traverse_scope-500"><a href="#traverse_scope-500"><span class="linenos">500</span></a><span class="sd"> >>> import sqlglot</span> +</span><span id="traverse_scope-501"><a href="#traverse_scope-501"><span class="linenos">501</span></a><span class="sd"> >>> expression = sqlglot.parse_one("SELECT a FROM (SELECT a FROM x) AS y")</span> +</span><span id="traverse_scope-502"><a href="#traverse_scope-502"><span class="linenos">502</span></a><span class="sd"> >>> scopes = traverse_scope(expression)</span> +</span><span id="traverse_scope-503"><a href="#traverse_scope-503"><span class="linenos">503</span></a><span class="sd"> >>> scopes[0].expression.sql(), list(scopes[0].sources)</span> +</span><span id="traverse_scope-504"><a href="#traverse_scope-504"><span class="linenos">504</span></a><span class="sd"> ('SELECT a FROM x', ['x'])</span> +</span><span id="traverse_scope-505"><a href="#traverse_scope-505"><span class="linenos">505</span></a><span class="sd"> >>> scopes[1].expression.sql(), list(scopes[1].sources)</span> +</span><span id="traverse_scope-506"><a href="#traverse_scope-506"><span class="linenos">506</span></a><span class="sd"> ('SELECT a FROM (SELECT a FROM x) AS y', ['y'])</span> +</span><span id="traverse_scope-507"><a href="#traverse_scope-507"><span class="linenos">507</span></a> +</span><span id="traverse_scope-508"><a href="#traverse_scope-508"><span class="linenos">508</span></a><span class="sd"> Args:</span> +</span><span id="traverse_scope-509"><a href="#traverse_scope-509"><span class="linenos">509</span></a><span class="sd"> expression (exp.Expression): expression to traverse</span> +</span><span id="traverse_scope-510"><a href="#traverse_scope-510"><span class="linenos">510</span></a><span class="sd"> Returns:</span> +</span><span id="traverse_scope-511"><a href="#traverse_scope-511"><span class="linenos">511</span></a><span class="sd"> list[Scope]: scope instances</span> +</span><span id="traverse_scope-512"><a href="#traverse_scope-512"><span class="linenos">512</span></a><span class="sd"> """</span> +</span><span id="traverse_scope-513"><a href="#traverse_scope-513"><span class="linenos">513</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Unionable</span><span class="p">):</span> +</span><span id="traverse_scope-514"><a href="#traverse_scope-514"><span class="linenos">514</span></a> <span class="k">return</span> <span class="p">[]</span> +</span><span id="traverse_scope-515"><a href="#traverse_scope-515"><span class="linenos">515</span></a> <span class="k">return</span> <span class="nb">list</span><span class="p">(</span><span class="n">_traverse_scope</span><span class="p">(</span><span class="n">Scope</span><span class="p">(</span><span class="n">expression</span><span class="p">)))</span> </span></pre></div> @@ -2648,19 +2616,19 @@ incomplete properties which is confusing.</p> </div> <a class="headerlink" href="#build_scope"></a> - <div class="pdoc-code codehilite"><pre><span></span><span id="build_scope-530"><a href="#build_scope-530"><span class="linenos">530</span></a><span class="k">def</span> <span class="nf">build_scope</span><span class="p">(</span><span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-></span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">Scope</span><span class="p">]:</span> -</span><span id="build_scope-531"><a href="#build_scope-531"><span class="linenos">531</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="build_scope-532"><a href="#build_scope-532"><span class="linenos">532</span></a><span class="sd"> Build a scope tree.</span> -</span><span id="build_scope-533"><a href="#build_scope-533"><span class="linenos">533</span></a> -</span><span id="build_scope-534"><a href="#build_scope-534"><span class="linenos">534</span></a><span class="sd"> Args:</span> -</span><span id="build_scope-535"><a href="#build_scope-535"><span class="linenos">535</span></a><span class="sd"> expression (exp.Expression): expression to build the scope tree for</span> -</span><span id="build_scope-536"><a href="#build_scope-536"><span class="linenos">536</span></a><span class="sd"> Returns:</span> -</span><span id="build_scope-537"><a href="#build_scope-537"><span class="linenos">537</span></a><span class="sd"> Scope: root scope</span> -</span><span id="build_scope-538"><a href="#build_scope-538"><span class="linenos">538</span></a><span class="sd"> """</span> -</span><span id="build_scope-539"><a href="#build_scope-539"><span class="linenos">539</span></a> <span class="n">scopes</span> <span class="o">=</span> <span class="n">traverse_scope</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span> -</span><span id="build_scope-540"><a href="#build_scope-540"><span class="linenos">540</span></a> <span class="k">if</span> <span class="n">scopes</span><span class="p">:</span> -</span><span id="build_scope-541"><a href="#build_scope-541"><span class="linenos">541</span></a> <span class="k">return</span> <span class="n">scopes</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> -</span><span id="build_scope-542"><a href="#build_scope-542"><span class="linenos">542</span></a> <span class="k">return</span> <span class="kc">None</span> + <div class="pdoc-code codehilite"><pre><span></span><span id="build_scope-518"><a href="#build_scope-518"><span class="linenos">518</span></a><span class="k">def</span> <span class="nf">build_scope</span><span class="p">(</span><span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-></span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">Scope</span><span class="p">]:</span> +</span><span id="build_scope-519"><a href="#build_scope-519"><span class="linenos">519</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="build_scope-520"><a href="#build_scope-520"><span class="linenos">520</span></a><span class="sd"> Build a scope tree.</span> +</span><span id="build_scope-521"><a href="#build_scope-521"><span class="linenos">521</span></a> +</span><span id="build_scope-522"><a href="#build_scope-522"><span class="linenos">522</span></a><span class="sd"> Args:</span> +</span><span id="build_scope-523"><a href="#build_scope-523"><span class="linenos">523</span></a><span class="sd"> expression (exp.Expression): expression to build the scope tree for</span> +</span><span id="build_scope-524"><a href="#build_scope-524"><span class="linenos">524</span></a><span class="sd"> Returns:</span> +</span><span id="build_scope-525"><a href="#build_scope-525"><span class="linenos">525</span></a><span class="sd"> Scope: root scope</span> +</span><span id="build_scope-526"><a href="#build_scope-526"><span class="linenos">526</span></a><span class="sd"> """</span> +</span><span id="build_scope-527"><a href="#build_scope-527"><span class="linenos">527</span></a> <span class="n">scopes</span> <span class="o">=</span> <span class="n">traverse_scope</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span> +</span><span id="build_scope-528"><a href="#build_scope-528"><span class="linenos">528</span></a> <span class="k">if</span> <span class="n">scopes</span><span class="p">:</span> +</span><span id="build_scope-529"><a href="#build_scope-529"><span class="linenos">529</span></a> <span class="k">return</span> <span class="n">scopes</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> +</span><span id="build_scope-530"><a href="#build_scope-530"><span class="linenos">530</span></a> <span class="k">return</span> <span class="kc">None</span> </span></pre></div> @@ -2692,37 +2660,41 @@ incomplete properties which is confusing.</p> </div> <a class="headerlink" href="#walk_in_scope"></a> - <div class="pdoc-code codehilite"><pre><span></span><span id="walk_in_scope-708"><a href="#walk_in_scope-708"><span class="linenos">708</span></a><span class="k">def</span> <span class="nf">walk_in_scope</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span> -</span><span id="walk_in_scope-709"><a href="#walk_in_scope-709"><span class="linenos">709</span></a><span class="w"> </span><span class="sd">"""</span> -</span><span id="walk_in_scope-710"><a href="#walk_in_scope-710"><span class="linenos">710</span></a><span class="sd"> Returns a generator object which visits all nodes in the syntrax tree, stopping at</span> -</span><span id="walk_in_scope-711"><a href="#walk_in_scope-711"><span class="linenos">711</span></a><span class="sd"> nodes that start child scopes.</span> -</span><span id="walk_in_scope-712"><a href="#walk_in_scope-712"><span class="linenos">712</span></a> -</span><span id="walk_in_scope-713"><a href="#walk_in_scope-713"><span class="linenos">713</span></a><span class="sd"> Args:</span> -</span><span id="walk_in_scope-714"><a href="#walk_in_scope-714"><span class="linenos">714</span></a><span class="sd"> expression (exp.Expression):</span> -</span><span id="walk_in_scope-715"><a href="#walk_in_scope-715"><span class="linenos">715</span></a><span class="sd"> bfs (bool): if set to True the BFS traversal order will be applied,</span> -</span><span id="walk_in_scope-716"><a href="#walk_in_scope-716"><span class="linenos">716</span></a><span class="sd"> otherwise the DFS traversal will be used instead.</span> -</span><span id="walk_in_scope-717"><a href="#walk_in_scope-717"><span class="linenos">717</span></a> -</span><span id="walk_in_scope-718"><a href="#walk_in_scope-718"><span class="linenos">718</span></a><span class="sd"> Yields:</span> -</span><span id="walk_in_scope-719"><a href="#walk_in_scope-719"><span class="linenos">719</span></a><span class="sd"> tuple[exp.Expression, Optional[exp.Expression], str]: node, parent, arg key</span> -</span><span id="walk_in_scope-720"><a href="#walk_in_scope-720"><span class="linenos">720</span></a><span class="sd"> """</span> -</span><span id="walk_in_scope-721"><a href="#walk_in_scope-721"><span class="linenos">721</span></a> <span class="c1"># We'll use this variable to pass state into the dfs generator.</span> -</span><span id="walk_in_scope-722"><a href="#walk_in_scope-722"><span class="linenos">722</span></a> <span class="c1"># Whenever we set it to True, we exclude a subtree from traversal.</span> -</span><span id="walk_in_scope-723"><a href="#walk_in_scope-723"><span class="linenos">723</span></a> <span class="n">prune</span> <span class="o">=</span> <span class="kc">False</span> -</span><span id="walk_in_scope-724"><a href="#walk_in_scope-724"><span class="linenos">724</span></a> -</span><span id="walk_in_scope-725"><a href="#walk_in_scope-725"><span class="linenos">725</span></a> <span class="k">for</span> <span class="n">node</span><span class="p">,</span> <span class="n">parent</span><span class="p">,</span> <span class="n">key</span> <span class="ow">in</span> <span class="n">expression</span><span class="o">.</span><span class="n">walk</span><span class="p">(</span><span class="n">bfs</span><span class="o">=</span><span class="n">bfs</span><span class="p">,</span> <span class="n">prune</span><span class="o">=</span><span class="k">lambda</span> <span class="o">*</span><span class="n">_</span><span class="p">:</span> <span class="n">prune</span><span class="p">):</span> -</span><span id="walk_in_scope-726"><a href="#walk_in_scope-726"><span class="linenos">726</span></a> <span class="n">prune</span> <span class="o">=</span> <span class="kc">False</span> + <div class="pdoc-code codehilite"><pre><span></span><span id="walk_in_scope-711"><a href="#walk_in_scope-711"><span class="linenos">711</span></a><span class="k">def</span> <span class="nf">walk_in_scope</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">bfs</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span> +</span><span id="walk_in_scope-712"><a href="#walk_in_scope-712"><span class="linenos">712</span></a><span class="w"> </span><span class="sd">"""</span> +</span><span id="walk_in_scope-713"><a href="#walk_in_scope-713"><span class="linenos">713</span></a><span class="sd"> Returns a generator object which visits all nodes in the syntrax tree, stopping at</span> +</span><span id="walk_in_scope-714"><a href="#walk_in_scope-714"><span class="linenos">714</span></a><span class="sd"> nodes that start child scopes.</span> +</span><span id="walk_in_scope-715"><a href="#walk_in_scope-715"><span class="linenos">715</span></a> +</span><span id="walk_in_scope-716"><a href="#walk_in_scope-716"><span class="linenos">716</span></a><span class="sd"> Args:</span> +</span><span id="walk_in_scope-717"><a href="#walk_in_scope-717"><span class="linenos">717</span></a><span class="sd"> expression (exp.Expression):</span> +</span><span id="walk_in_scope-718"><a href="#walk_in_scope-718"><span class="linenos">718</span></a><span class="sd"> bfs (bool): if set to True the BFS traversal order will be applied,</span> +</span><span id="walk_in_scope-719"><a href="#walk_in_scope-719"><span class="linenos">719</span></a><span class="sd"> otherwise the DFS traversal will be used instead.</span> +</span><span id="walk_in_scope-720"><a href="#walk_in_scope-720"><span class="linenos">720</span></a> +</span><span id="walk_in_scope-721"><a href="#walk_in_scope-721"><span class="linenos">721</span></a><span class="sd"> Yields:</span> +</span><span id="walk_in_scope-722"><a href="#walk_in_scope-722"><span class="linenos">722</span></a><span class="sd"> tuple[exp.Expression, Optional[exp.Expression], str]: node, parent, arg key</span> +</span><span id="walk_in_scope-723"><a href="#walk_in_scope-723"><span class="linenos">723</span></a><span class="sd"> """</span> +</span><span id="walk_in_scope-724"><a href="#walk_in_scope-724"><span class="linenos">724</span></a> <span class="c1"># We'll use this variable to pass state into the dfs generator.</span> +</span><span id="walk_in_scope-725"><a href="#walk_in_scope-725"><span class="linenos">725</span></a> <span class="c1"># Whenever we set it to True, we exclude a subtree from traversal.</span> +</span><span id="walk_in_scope-726"><a href="#walk_in_scope-726"><span class="linenos">726</span></a> <span class="n">prune</span> <span class="o">=</span> <span class="kc">False</span> </span><span id="walk_in_scope-727"><a href="#walk_in_scope-727"><span class="linenos">727</span></a> -</span><span id="walk_in_scope-728"><a href="#walk_in_scope-728"><span class="linenos">728</span></a> <span class="k">yield</span> <span class="n">node</span><span class="p">,</span> <span class="n">parent</span><span class="p">,</span> <span class="n">key</span> -</span><span id="walk_in_scope-729"><a href="#walk_in_scope-729"><span class="linenos">729</span></a> -</span><span id="walk_in_scope-730"><a href="#walk_in_scope-730"><span class="linenos">730</span></a> <span class="k">if</span> <span class="n">node</span> <span class="ow">is</span> <span class="n">expression</span><span class="p">:</span> -</span><span id="walk_in_scope-731"><a href="#walk_in_scope-731"><span class="linenos">731</span></a> <span class="k">continue</span> -</span><span id="walk_in_scope-732"><a href="#walk_in_scope-732"><span class="linenos">732</span></a> <span class="k">if</span> <span class="p">(</span> -</span><span id="walk_in_scope-733"><a href="#walk_in_scope-733"><span class="linenos">733</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">CTE</span><span class="p">)</span> -</span><span id="walk_in_scope-734"><a href="#walk_in_scope-734"><span class="linenos">734</span></a> <span class="ow">or</span> <span class="p">(</span><span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subquery</span><span class="p">)</span> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">parent</span><span class="p">,</span> <span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">)))</span> -</span><span id="walk_in_scope-735"><a href="#walk_in_scope-735"><span class="linenos">735</span></a> <span class="ow">or</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">UDTF</span><span class="p">)</span> -</span><span id="walk_in_scope-736"><a href="#walk_in_scope-736"><span class="linenos">736</span></a> <span class="ow">or</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subqueryable</span><span class="p">)</span> -</span><span id="walk_in_scope-737"><a href="#walk_in_scope-737"><span class="linenos">737</span></a> <span class="p">):</span> -</span><span id="walk_in_scope-738"><a href="#walk_in_scope-738"><span class="linenos">738</span></a> <span class="n">prune</span> <span class="o">=</span> <span class="kc">True</span> +</span><span id="walk_in_scope-728"><a href="#walk_in_scope-728"><span class="linenos">728</span></a> <span class="k">for</span> <span class="n">node</span><span class="p">,</span> <span class="n">parent</span><span class="p">,</span> <span class="n">key</span> <span class="ow">in</span> <span class="n">expression</span><span class="o">.</span><span class="n">walk</span><span class="p">(</span><span class="n">bfs</span><span class="o">=</span><span class="n">bfs</span><span class="p">,</span> <span class="n">prune</span><span class="o">=</span><span class="k">lambda</span> <span class="o">*</span><span class="n">_</span><span class="p">:</span> <span class="n">prune</span><span class="p">):</span> +</span><span id="walk_in_scope-729"><a href="#walk_in_scope-729"><span class="linenos">729</span></a> <span class="n">prune</span> <span class="o">=</span> <span class="kc">False</span> +</span><span id="walk_in_scope-730"><a href="#walk_in_scope-730"><span class="linenos">730</span></a> +</span><span id="walk_in_scope-731"><a href="#walk_in_scope-731"><span class="linenos">731</span></a> <span class="k">yield</span> <span class="n">node</span><span class="p">,</span> <span class="n">parent</span><span class="p">,</span> <span class="n">key</span> +</span><span id="walk_in_scope-732"><a href="#walk_in_scope-732"><span class="linenos">732</span></a> +</span><span id="walk_in_scope-733"><a href="#walk_in_scope-733"><span class="linenos">733</span></a> <span class="k">if</span> <span class="n">node</span> <span class="ow">is</span> <span class="n">expression</span><span class="p">:</span> +</span><span id="walk_in_scope-734"><a href="#walk_in_scope-734"><span class="linenos">734</span></a> <span class="k">continue</span> +</span><span id="walk_in_scope-735"><a href="#walk_in_scope-735"><span class="linenos">735</span></a> <span class="k">if</span> <span class="p">(</span> +</span><span id="walk_in_scope-736"><a href="#walk_in_scope-736"><span class="linenos">736</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">CTE</span><span class="p">)</span> +</span><span id="walk_in_scope-737"><a href="#walk_in_scope-737"><span class="linenos">737</span></a> <span class="ow">or</span> <span class="p">(</span> +</span><span id="walk_in_scope-738"><a href="#walk_in_scope-738"><span class="linenos">738</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subquery</span><span class="p">)</span> +</span><span id="walk_in_scope-739"><a href="#walk_in_scope-739"><span class="linenos">739</span></a> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">parent</span><span class="p">,</span> <span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">))</span> +</span><span id="walk_in_scope-740"><a href="#walk_in_scope-740"><span class="linenos">740</span></a> <span class="ow">and</span> <span class="n">_is_subquery_scope</span><span class="p">(</span><span class="n">node</span><span class="p">)</span> +</span><span id="walk_in_scope-741"><a href="#walk_in_scope-741"><span class="linenos">741</span></a> <span class="p">)</span> +</span><span id="walk_in_scope-742"><a href="#walk_in_scope-742"><span class="linenos">742</span></a> <span class="ow">or</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">UDTF</span><span class="p">)</span> +</span><span id="walk_in_scope-743"><a href="#walk_in_scope-743"><span class="linenos">743</span></a> <span class="ow">or</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subqueryable</span><span class="p">)</span> +</span><span id="walk_in_scope-744"><a href="#walk_in_scope-744"><span class="linenos">744</span></a> <span class="p">):</span> +</span><span id="walk_in_scope-745"><a href="#walk_in_scope-745"><span class="linenos">745</span></a> <span class="n">prune</span> <span class="o">=</span> <span class="kc">True</span> </span></pre></div> |