Module ImportFrom alias TryExcept body Import alias identifier handlers ExceptHandler body Assign NameStore NameLoad ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Num Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Num Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num keyword AttributeLoad NameLoad attr keyword AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index Num Assign AttributeStore NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index Num decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index AttributeLoad NameLoad attr Index AttributeLoad NameLoad attr decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body TryExcept body Assign AttributeStore NameLoad attr NameLoad handlers ExceptHandler body Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Num Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Num Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr Num Num keyword AttributeLoad NameLoad attr keyword AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index Num Assign AttributeStore NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index Num decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index AttributeLoad NameLoad attr Index AttributeLoad NameLoad attr decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Num Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num keyword AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index Num decorator_list FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Num Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Num decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad NameLoad attr Index AttributeLoad NameLoad attr decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad Call NameLoad keyword BinOpMult ListLoad Str Num decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr ExtSlice Slice Num Index Num decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad Dict Str Str BinOpMult ListLoad Num Num BinOpMult ListLoad Num Num Assign AttributeStore NameLoad attr BinOpMult Call AttributeLoad NameLoad attr Call NameLoad Num Num Assign AttributeStore NameLoad attr Call NameLoad Dict Str Str BinOpMult ListLoad Num Num BinOpMult ListLoad Num Num Assign AttributeStore NameLoad attr Call NameLoad ListLoad AttributeLoad NameLoad attr BinOpMult Num AttributeLoad NameLoad attr BinOpMult Num AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index AttributeLoad NameLoad attr decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad Dict Str Str BinOpMult ListLoad Num Num BinOpMult ListLoad Num Num Assign AttributeStore NameLoad attr BinOpMult Call AttributeLoad NameLoad attr Call NameLoad Num Num Assign AttributeStore NameLoad attr Call NameLoad Dict Str Str BinOpMult ListLoad Num Num BinOpMult ListLoad Num Num Assign AttributeStore NameLoad attr Call NameLoad ListLoad AttributeLoad NameLoad attr BinOpMult Num AttributeLoad NameLoad attr BinOpMult Num AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index AttributeLoad NameLoad attr decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr ListComp TupleLoad NameLoad NameLoad comprehension NameStore Call NameLoad Num comprehension NameStore Call NameLoad Num Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num keyword AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr Call NameLoad AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Num decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num decorator_list FunctionDef arguments args NameParam defaults body Expr CompareGt AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body If CompareIs NameLoad NameLoad body Raise NameLoad Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num Expr Call AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam defaults body Expr CompareGt AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad NameLoad attr NameLoad decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num keyword ListLoad Str Str Str Str Assign AttributeStore NameLoad attr CompareGt SubscriptLoad AttributeLoad NameLoad attr Index Str Num Assign AttributeStore NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr Str decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad NameLoad attr Index AttributeLoad NameLoad attr decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num keyword ListLoad Str Str Str Str Assign AttributeStore NameLoad attr CompareGt SubscriptLoad AttributeLoad NameLoad attr Index Str Num Assign AttributeStore NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr Str decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad NameLoad attr Index AttributeLoad NameLoad attr decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body If CompareIs NameLoad NameLoad body Raise NameLoad Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num Expr Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args NameParam defaults body Expr CompareGt AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad NameLoad attr decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Num Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Num Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num keyword AttributeLoad NameLoad attr keyword AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index Num Assign AttributeStore NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index Num decorator_list FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Num Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Num Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num keyword AttributeLoad NameLoad attr keyword AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index Num Assign AttributeStore NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index Num decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index TupleLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Num Num Assign AttributeStore NameLoad attr Call NameLoad Num Num Num decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index TupleLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad AttributeLoad NameLoad attr attr Num Assign AttributeStore NameLoad attr AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr Num Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Assign SubscriptStore AttributeLoad NameLoad attr Index Str Call AttributeLoad AttributeLoad NameLoad attr attr Call NameLoad Num Num Num AttributeLoad NameLoad attr Assign SubscriptStore AttributeLoad NameLoad attr Index Str Call AttributeLoad AttributeLoad NameLoad attr attr Call NameLoad Num Num AttributeLoad NameLoad attr Assign SubscriptStore AttributeLoad NameLoad attr Index Str Call AttributeLoad AttributeLoad NameLoad attr attr Call NameLoad Num Num AttributeLoad NameLoad attr Assign SubscriptStore AttributeLoad NameLoad attr Index Str Call AttributeLoad AttributeLoad NameLoad attr attr Call NameLoad Num Num AttributeLoad NameLoad attr Assign SubscriptStore AttributeLoad NameLoad attr Index Str Call AttributeLoad AttributeLoad NameLoad attr attr Call NameLoad Num AttributeLoad NameLoad attr Assign SubscriptStore AttributeLoad NameLoad attr Index Str Call AttributeLoad AttributeLoad NameLoad attr attr Call NameLoad Num AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr Num Assign AttributeStore NameLoad attr Num Assign AttributeStore NameLoad attr Num Assign AttributeStore NameLoad attr Num Assign AttributeStore NameLoad attr Num Assign AttributeStore NameLoad attr Num Assign AttributeStore NameLoad attr Num Assign AttributeStore NameLoad attr Num Assign AttributeStore NameLoad attr Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad Str Str Str Str attr decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr ExtSlice Index SubscriptLoad AttributeLoad NameLoad attr ExtSlice Slice BinOpSub AttributeLoad NameLoad attr AttributeLoad NameLoad attr BinOpAdd AttributeLoad NameLoad attr AttributeLoad NameLoad attr Slice BinOpSub AttributeLoad NameLoad attr AttributeLoad NameLoad attr BinOpAdd AttributeLoad NameLoad attr AttributeLoad NameLoad attr Slice BinOpSub AttributeLoad NameLoad attr AttributeLoad NameLoad attr BinOpAdd AttributeLoad NameLoad attr AttributeLoad NameLoad attr Slice BinOpSub AttributeLoad NameLoad attr AttributeLoad NameLoad attr BinOpAdd AttributeLoad NameLoad attr AttributeLoad NameLoad attr Slice decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad NameLoad attr Index Call AttributeLoad NameLoad attr Num decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Num Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num keyword AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Num decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad NameLoad attr Slice AttributeLoad NameLoad attr decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad NameLoad attr Index ListLoad Num decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Num Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num keyword AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad NameLoad attr Slice Num decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad NameLoad attr Index Num decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad NameLoad attr Slice Num decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Call AttributeLoad NameLoad attr Num decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index ListLoad Num decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Num decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Slice Num decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Call AttributeLoad NameLoad attr Num decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index ListLoad Num decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Num decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Slice Num decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Call AttributeLoad NameLoad attr Num decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index ListLoad Num decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Num decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Slice Num decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num keyword Call NameLoad Str keyword Str keyword Num Assign AttributeStore NameLoad attr BinOpMult ListLoad NameLoad NameLoad NameLoad NameLoad NameLoad Num decorator_list FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num keyword Call NameLoad Str keyword Str keyword Num Assign AttributeStore NameLoad attr BinOpMult ListLoad NameLoad NameLoad NameLoad NameLoad NameLoad Num decorator_list FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr ListComp TupleLoad NameLoad NameLoad comprehension NameStore Call NameLoad Num comprehension NameStore Call NameLoad Num Assign AttributeStore NameLoad attr Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num keyword AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Expr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Num decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Num Num Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Num Num Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr ListLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr Call AttributeLoad AttributeLoad NameLoad attr attr Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad AttributeLoad NameLoad attr attr Num decorator_list decorator_list ClassDef bases NameLoad body Assign NameStore Num FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Num Num Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Num Num Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr ListLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr Call AttributeLoad AttributeLoad NameLoad attr attr Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad AttributeLoad NameLoad attr attr Num decorator_list decorator_list
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obj_indexer N/A N/A indexing_dataframe_boolean_st N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A expr None N/A N/A NotImplementedError N/A N/A self df N/A DataFrame N/A N/A N/A np random randn 50000 100 N/A N/A self df2 N/A DataFrame N/A N/A N/A np random randn 50000 100 N/A N/A N/A expr set_numexpr_threads 1 N/A time_indexing_dataframe_boolean_st N/A N/A self N/A N/A N/A N/A N/A self df N/A self df2 N/A teardown N/A N/A self N/A N/A N/A N/A N/A expr set_numexpr_threads N/A N/A indexing_frame_get_value N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A self index N/A N/A tm makeStringIndex 1000 N/A N/A self columns N/A N/A tm makeStringIndex 30 N/A N/A self df N/A DataFrame N/A N/A N/A np random randn 1000 30 index N/A self index columns N/A self columns N/A N/A self idx N/A N/A self index N/A 100 N/A N/A self col N/A N/A self columns N/A 10 N/A time_indexing_frame_get_value N/A N/A self N/A N/A N/A N/A N/A N/A self df get_value N/A self idx N/A self col N/A N/A indexing_frame_get_value_ix N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A self index N/A N/A tm makeStringIndex 1000 N/A N/A self columns N/A N/A tm makeStringIndex 30 N/A N/A self df N/A DataFrame N/A N/A N/A np random randn 1000 30 index N/A self index columns N/A self columns N/A N/A self idx N/A N/A self index N/A 100 N/A N/A self col N/A N/A self columns N/A 10 N/A time_indexing_frame_get_value_ix N/A N/A self N/A N/A N/A N/A N/A N/A self df ix N/A N/A N/A self idx N/A self col N/A N/A indexing_panel_subset N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A self p N/A Panel N/A N/A N/A np random randn 100 100 100 N/A N/A self inds N/A range 0 100 10 N/A time_indexing_panel_subset N/A N/A self N/A N/A N/A N/A N/A N/A self p ix N/A N/A N/A self inds N/A self inds N/A self inds N/A N/A multiindex_slicers N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A N/A N/A np random seed 1234 N/A N/A self idx N/A pd IndexSlice N/A N/A self n 100000 N/A N/A self mdt N/A N/A pandas DataFrame N/A N/A N/A self mdt N/A A N/A N/A N/A np random choice N/A range 10000 45000 1000 N/A self n N/A N/A N/A self mdt N/A B N/A N/A N/A np random choice N/A range 10 400 N/A self n N/A N/A N/A self mdt N/A C N/A N/A N/A np random choice N/A range 1 150 N/A self n N/A N/A N/A self mdt N/A D N/A N/A N/A np random choice N/A range 10000 45000 N/A self n N/A N/A N/A self mdt N/A x N/A N/A N/A np random choice N/A range 400 N/A self n N/A N/A N/A self mdt N/A y N/A N/A N/A np random choice N/A range 25 N/A self n N/A N/A self test_A 25000 N/A N/A self test_B 25 N/A N/A self test_C 40 N/A N/A self test_D 35000 N/A N/A self eps_A 5000 N/A N/A self eps_B 5 N/A N/A self eps_C 5 N/A N/A self eps_D 5000 N/A N/A self mdt2 N/A N/A N/A N/A N/A self mdt set_index N/A A B C D sortlevel N/A time_multiindex_slicers N/A N/A self N/A N/A N/A N/A N/A N/A self mdt2 loc N/A N/A N/A N/A self idx N/A N/A N/A N/A self test_A N/A self eps_A N/A N/A self test_A N/A self eps_A N/A N/A N/A self test_B N/A self eps_B N/A N/A self test_B N/A self eps_B N/A N/A N/A self test_C N/A self eps_C N/A N/A self test_C N/A self eps_C N/A N/A N/A self test_D N/A self eps_D N/A N/A self test_D N/A self eps_D N/A N/A N/A series_getitem_array N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A self s N/A Series N/A N/A N/A np random rand 1000000 N/A time_series_getitem_array N/A N/A self N/A N/A N/A N/A N/A self s N/A N/A N/A np arange 10000 N/A N/A series_getitem_label_slice N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A self index N/A N/A tm makeStringIndex 1000000 N/A N/A self s N/A Series N/A N/A N/A np random rand 1000000 index N/A self index N/A N/A self lbl N/A N/A N/A self s index N/A 800000 N/A time_series_getitem_label_slice N/A N/A self N/A N/A N/A N/A N/A self s N/A N/A self lbl N/A N/A series_getitem_list_like N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A self s N/A Series N/A N/A N/A np random rand 1000000 N/A time_series_getitem_list_like N/A N/A self N/A N/A N/A N/A N/A self s N/A N/A 800000 N/A N/A series_getitem_pos_slice N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A self index N/A N/A tm makeStringIndex 1000000 N/A N/A self s N/A Series N/A N/A N/A np random rand 1000000 index N/A self index N/A time_series_getitem_pos_slice N/A N/A self N/A N/A N/A N/A N/A self s N/A 800000 N/A N/A series_getitem_scalar N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A self s N/A Series N/A N/A N/A np random rand 1000000 N/A time_series_getitem_scalar N/A N/A self N/A N/A N/A N/A N/A self s N/A 800000 N/A N/A series_getitem_slice N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A self s N/A Series N/A N/A N/A np random rand 1000000 N/A time_series_getitem_slice N/A N/A self N/A N/A N/A N/A N/A self s N/A 800000 N/A N/A series_iloc_array N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A self s N/A Series N/A N/A N/A np random rand 1000000 N/A time_series_iloc_array N/A N/A self N/A N/A N/A N/A N/A N/A self s iloc N/A N/A N/A np arange 10000 N/A N/A series_iloc_list_like N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A self s N/A Series N/A N/A N/A np random rand 1000000 N/A time_series_iloc_list_like N/A N/A self N/A N/A N/A N/A N/A N/A self s iloc N/A N/A 800000 N/A N/A series_iloc_scalar N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A self s N/A Series N/A N/A N/A np random rand 1000000 N/A time_series_iloc_scalar N/A N/A self N/A N/A N/A N/A N/A N/A self s iloc N/A 800000 N/A N/A series_iloc_slice N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A self s N/A Series N/A N/A N/A np random rand 1000000 N/A time_series_iloc_slice N/A N/A self N/A N/A N/A N/A N/A N/A self s iloc N/A 800000 N/A N/A series_ix_array N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A self s N/A Series N/A N/A N/A np random rand 1000000 N/A time_series_ix_array N/A N/A self N/A N/A N/A N/A N/A N/A self s ix N/A N/A N/A np arange 10000 N/A N/A series_ix_list_like N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A self s N/A Series N/A N/A N/A np random rand 1000000 N/A time_series_ix_list_like N/A N/A self N/A N/A N/A N/A N/A N/A self s ix N/A N/A 800000 N/A N/A series_ix_scalar N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A self s N/A Series N/A N/A N/A np random rand 1000000 N/A time_series_ix_scalar N/A N/A self N/A N/A N/A N/A N/A N/A self s ix N/A 800000 N/A N/A series_ix_slice N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A self s N/A Series N/A N/A N/A np random rand 1000000 N/A time_series_ix_slice N/A N/A self N/A N/A N/A N/A N/A N/A self s ix N/A 800000 N/A N/A series_loc_array N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A self s N/A Series N/A N/A N/A np random rand 1000000 N/A time_series_loc_array N/A N/A self N/A N/A N/A N/A N/A N/A self s loc N/A N/A N/A np arange 10000 N/A N/A series_loc_list_like N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A self s N/A Series N/A N/A N/A np random rand 1000000 N/A time_series_loc_list_like N/A N/A self N/A N/A N/A N/A N/A N/A self s loc N/A N/A 800000 N/A N/A series_loc_scalar N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A self s N/A Series N/A N/A N/A np random rand 1000000 N/A time_series_loc_scalar N/A N/A self N/A N/A N/A N/A N/A N/A self s loc N/A 800000 N/A N/A series_loc_slice N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A self s N/A Series N/A N/A N/A np random rand 1000000 N/A time_series_loc_slice N/A N/A self N/A N/A N/A N/A N/A N/A self s loc N/A 800000 N/A N/A series_take_dtindex N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A self s N/A Series N/A N/A N/A np random rand 100000 N/A N/A self ts N/A Series N/A N/A N/A np random rand 100000 index N/A date_range 2011-01-01 freq S periods 100000 N/A N/A self indexer N/A N/A True False True True False 20000 N/A time_series_take_dtindex N/A N/A self N/A N/A N/A N/A N/A N/A self ts take N/A self indexer N/A N/A series_take_intindex N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A self s N/A Series N/A N/A N/A np random rand 100000 N/A N/A self ts N/A Series N/A N/A N/A np random rand 100000 index N/A date_range 2011-01-01 freq S periods 100000 N/A N/A self indexer N/A N/A True False True True False 20000 N/A time_series_take_intindex N/A N/A self N/A N/A N/A N/A N/A N/A self s take N/A self indexer N/A N/A series_xs_mi_ix N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A self mi N/A N/A MultiIndex from_tuples N/A N/A x y N/A x N/A range 1000 N/A y N/A range 1000 N/A N/A self s N/A Series N/A N/A N/A np random randn 1000000 index N/A self mi N/A time_series_xs_mi_ix N/A N/A self N/A N/A N/A N/A N/A N/A self s ix N/A 999 N/A N/A sort_level_one N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A self a N/A N/A np repeat N/A N/A np arange 100 1000 N/A N/A self b N/A N/A np tile N/A N/A np arange 1000 100 N/A N/A self midx N/A N/A MultiIndex from_arrays N/A N/A self a N/A self b N/A N/A self midx N/A N/A N/A self midx take N/A N/A N/A np random permutation N/A N/A np arange 100000 N/A time_sort_level_one N/A N/A self N/A N/A N/A N/A N/A N/A self midx sortlevel 1 N/A N/A sort_level_zero N/A object N/A N/A goal_time 0.2 setup N/A N/A self N/A N/A N/A N/A self a N/A N/A np repeat N/A N/A np arange 100 1000 N/A N/A self b N/A N/A np tile N/A N/A np arange 1000 100 N/A N/A self midx N/A N/A MultiIndex from_arrays N/A N/A self a N/A self b N/A N/A self midx N/A N/A N/A self midx take N/A N/A N/A np random permutation N/A N/A np arange 100000 N/A time_sort_level_zero N/A N/A self N/A N/A N/A N/A N/A N/A self midx sortlevel 0 N/A N/A