iP  ddlmZgfdZdZy))Tablecddlm}g}t|jd|r|j D]@\}}t ||\}}}} |D]%} | j d||j| 'Bj d|jj d|j j d|jn|jg}|jg}|jg} |D]@\} } |j| |j| j|jB|j D] \} }|D]\} } | j|"|j D]C\} }| g}|D]%\} } |j| j|'|j|E|||| fS)z\ Recursive aggregation allowing for TableSet's to be nested inside one another. r)TableSet)agate.tablesetr isinstance_valuesitems _aggregateinsertappend _key_name _key_typeget_aggregate_data_type _sample_tablevalidaterun)self aggregationsroutputkeynested_tableset column_names column_types nested_outputrow_name_columnsrownew_column_name aggregationnametablenew_rows Y/var/www/html/strategist-ai/venv/lib/python3.12/site-packages/agate/tableset/aggregate.pyr r s ( F$,,q/8,$(JJL # CJTUdfrJs GL, 7G$ # 1c" c" # # At~~.At~~.4>>2' '  NN+,8 Y (O[    0    C CDDVDV W X Y ::< ,KD%0< ,,$$U+ , , ::< #KD%fG0< 7,{u56 7 MM' "  # v/? ??cvt||\}}}tdk(rd}nfd}t||||S)a Aggregate data from the tables in this set by performing some set of column operations on the groups and coalescing the results into a new :class:`.Table`. :code:`aggregations` must be a sequence of tuples, where each has two parts: a :code:`new_column_name` and a :class:`.Aggregation` instance. The resulting table will have the keys from this :class:`TableSet` (and any nested TableSets) set as its :code:`row_names`. See :meth:`.Table.__init__` for more details. :param aggregations: A list of tuples in the format :code:`(new_column_name, aggregation)`, where each :code:`aggregation` is an instance of :class:`.Aggregation`. :returns: A new :class:`.Table`. rc.tfdDS)Nc3(K|] }| yw)N).0nrs r" z/aggregate..row_names..Ls8!18s)tuple)r+rs`r" row_nameszaggregate..row_namesKs8'788 8r#)r.)r lenr)rrrrrr.rs @r" aggregater03sL&r2s#%,@^Jr#