o Fh= @sddlmZmZmZddlmZmZzddlmZm Z m Z m Z m Z m Z mZmZmZWneyAZz edeedddZ[wwzddlmZddlmZWneybGdd d ZeZYnwdd d Zddd d edfddZd efddZddZefddZdddZdS))Table RecordBatcharray) Expressionfield) DeclarationExecNodeOptionsTableSourceNodeOptionsFilterNodeOptionsProjectNodeOptionsAggregateNodeOptionsOrderByNodeOptionsHashJoinNodeOptionsAsofJoinNodeOptionsz@The pyarrow installation is not built with support for 'acero' ()N)ScanNodeOptionsc@s(eZdZGdddZGdddZdS)DatasetModuleStubc@ eZdZdS)zDatasetModuleStub.DatasetN__name__ __module__ __qualname__rrN/var/www/html/Persson_Maskin/env/lib/python3.10/site-packages/pyarrow/acero.pyDataset3rc@r)z!DatasetModuleStub.InMemoryDatasetNrrrrrInMemoryDataset6rrN)rrrrrrrrrr2srTFcCsntdt|||d}dd|jjD}t|tdt|g}|jd}|dur5t|tdt|g}|S)Nscan use_threadsimplicit_orderingcSsg|]}t|qSr)r).0frrr Bsz$_dataset_to_decl..projectfilter) rrschemanames from_sequencer _scan_optionsgetr )datasetrr decl projections filter_exprrrr_dataset_to_decl;s r/c  st|ttjfstdt|t|ttjfs"tdt|it|ttfs.|g}t|D]\} } | | <q2it|ttfsG|g}t|D]\} } | | <qK|j j } |j j }|dksd|dkrgg}n*|dkso|dkrrg} n|dksz|dkrfdd |D}n |d krfd d | D} i}t| D] \} }||vr| ||<qi}t|D] \} }||vr| ||<qt|tjrt ||d }nt d t |}t|tjrt ||d }nt d t |}|rt|||| ||pd|pd| d}nt||||pd|pd| d}t d|||gd}|r|dkrt| }t|}t| }g}g}t| |D]n\} }| t| krY||vrY|||||}|tdt| t||gq'| |kre||vreq'|rv| |krv||vrv||7}|r| |kr||vr||7}|||t| q't dt||}t ||g}|j|d }| tkr|S| tjkrt|Std)a Perform join of two tables or datasets. The result will be an output table with the result of the join operation Parameters ---------- join_type : str One of supported join types. left_operand : Table or Dataset The left operand for the join operation. left_keys : str or list[str] The left key (or keys) on which the join operation should be performed. right_operand : Table or Dataset The right operand for the join operation. right_keys : str or list[str] The right key (or keys) on which the join operation should be performed. left_suffix : str, default None Which suffix to add to left column names. This prevents confusion when the columns in left and right operands have colliding names. right_suffix : str, default None Which suffix to add to the right column names. This prevents confusion when the columns in left and right operands have colliding names. use_threads : bool, default True Whether to use multithreading or not. coalesce_keys : bool, default False If the duplicated keys should be omitted from one of the sides in the join result. output_type: Table or InMemoryDataset The output type for the exec plan result. filter_expression : pyarrow.compute.Expression Residual filter which is applied to matching row. Returns ------- result_table : Table or InMemoryDataset Expected Table or Dataset, got z left semiz left antiz right semiz right antiinnerz left outercg|]}|vr|qSrrr!col)right_keys_orderrrr#z!_perform_join..z right outercr2rrr3)left_keys_orderrrr#r6r table_source)output_suffix_for_leftoutput_suffix_for_rightfilter_expressionhashjoinoptionsinputsz full outercoalescer$Unsupported output type) isinstancerdsr TypeErrortypetuplelist enumerater&r'r/rr rsetlenappendr_call_fieldr r(to_tabler) join_type left_operand left_keys right_operand right_keys left_suffix right_suffixr coalesce_keys output_typer=idxkey left_columns right_columnsleft_column_keys_indicescolnameright_column_keys_indices left_source right_source join_optsr,left_columns_setright_columns_setright_operand_indexprojected_col_namesr-r4right_key_index projection result_tabler)r7r5r _perform_joinRs*                     rkc sVt|ttjfstdt|t|ttjfs"tdt|t|ttfs,|g}tttfs6gfdd|jj D} t |jj t | @} | rVt d| dt|tjrdt ||dd} nt dt|} t|tjryt ||dd} nt dt|} t|||} t d | | | gd }|j|d }|tkr|S|tjkrt|Std ) a- Perform asof join of two tables or datasets. The result will be an output table with the result of the join operation Parameters ---------- left_operand : Table or Dataset The left operand for the join operation. left_on : str The left key (or keys) on which the join operation should be performed. left_by: str or list[str] The left key (or keys) on which the join operation should be performed. right_operand : Table or Dataset The right operand for the join operation. right_on : str or list[str] The right key (or keys) on which the join operation should be performed. right_by: str or list[str] The right key (or keys) on which the join operation should be performed. tolerance : int The tolerance to use for the asof join. The tolerance is interpreted in the same units as the "on" key. output_type: Table or InMemoryDataset The output type for the exec plan result. Returns ------- result_table : Table or InMemoryDataset r0csg|] }|gvr|qSrrr3right_byright_onrrr#3s z&_perform_join_asof..zColumns zE present in both tables. AsofJoin does not support column collisions.Trr9asofjoinr?r8rC)rDrrErrFrGrHrIr&r'rK ValueErrorr/rr rrPr)rRleft_onleft_byrTrnrm tolerancerrYr]columns_collisionsrarbrcr,rjrrlr_perform_join_asofsZ!         rucCsd}t|trt|g}d}ttdt|dtdt|dg}|jdd}|rI|j dkr9| d}|Sdd |j D}tj ||j d }|S) aFilter rows of a table based on the provided expression. The result will be an output table with only the rows matching the provided expression. Parameters ---------- table : Table or RecordBatch Table that should be filtered. expression : Expression The expression on which rows should be filtered. Returns ------- Table or RecordBatch FTr9)r@r%r8rcSsg|] }tg|jdqS))rG)rrG)r!rrrrr#sz!_filter_table..)r&)rDrr from_batchesrr(r r rPnum_rowscombine_chunks to_batchesr& from_arrays)table expressionis_batchr,resultarraysrrr _filter_tablebs     rcKst|tjr t|dd}ntdt|}tdt|fi|}t||g}|jdd}|t kr2|S|tj krs>0     8 [ $