Module Import alias Import alias identifier Import alias identifier Import alias identifier ImportFrom alias ClassDef bases body FunctionDef arguments args NameParam defaults body For NameStore TupleLoad Num Str TupleLoad Str Str Str Call AttributeLoad NameLoad attr ListLoad Call AttributeLoad NameLoad attr body With Call AttributeLoad NameLoad attr NameLoad Str body Expr Call AttributeLoad NameLoad attr keyword NameLoad decorator_list FunctionDef arguments args NameParam defaults body For NameStore TupleLoad NameLoad Dict body Assign NameStore Call AttributeLoad NameLoad attr keyword NameLoad Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr keyword Dict Str Str Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Str Str Assign NameStore Call AttributeLoad NameLoad attr keyword Dict Str Num Str Dict Str Str Str Str Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Str Num Str Dict Str Str Str Str decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Dict Str Num Str ListLoad Assign NameStore Call AttributeLoad NameLoad attr keyword NameLoad Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr NameLoad Assign SubscriptStore NameLoad Index Str Str Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Str Num Str ListLoad Expr Call AttributeLoad SubscriptLoad NameLoad Index Num attr NameLoad Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Str Num Str ListLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword Dict Str Num Call AttributeLoad NameLoad attr keyword Dict Str Num Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword Dict Str Num Num Dict Call AttributeLoad NameLoad attr keyword Dict Str Num Num Dict decorator_list FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword Dict Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword Dict Call AttributeLoad NameLoad attr keyword Dict decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr keyword Dict Str Str Assign NameStore Call AttributeLoad NameLoad attr keyword Dict Str Str Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr keyword Dict Str Str Assign NameStore Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr keyword Dict Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr keyword Dict Str ListLoad Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Str ListLoad Num Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Str ListLoad Num Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index Str SubscriptLoad AttributeLoad NameLoad attr Index Str Expr Call AttributeLoad SubscriptLoad AttributeLoad NameLoad attr Index Str attr Num Assign SubscriptStore AttributeLoad NameLoad attr Index Str Num Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Str Str ListLoad Num Num Num Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Str ListLoad Num Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr keyword Dict Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr keyword Dict Str ListLoad Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Str ListLoad Num Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Str ListLoad Num Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index Str SubscriptLoad AttributeLoad NameLoad attr Index Str Expr Call AttributeLoad SubscriptLoad AttributeLoad NameLoad attr Index Str attr Num Assign SubscriptStore AttributeLoad NameLoad attr Index Str Num Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Str Str ListLoad Num Num Num Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Str ListLoad Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr keyword Dict Str Str Assign NameStore Dict Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr keyword Dict Num TupleLoad Str Str Str Num Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Num TupleLoad Str Str Str Num Assign SubscriptStore AttributeLoad NameLoad attr Index Num Str Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Num TupleLoad Str Str Str Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Assign AttributeStore NameLoad attr Dict Str Str Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Str Str Assign AttributeStore NameLoad attr Dict Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Dict Str Num Str ListLoad Assign AttributeStore NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr NameLoad Assign SubscriptStore NameLoad Index Str Str Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Str Num Str ListLoad Expr Call AttributeLoad SubscriptLoad NameLoad Index Num attr NameLoad Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Str Num Str ListLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr keyword Dict Num Num For NameStore TupleLoad NameLoad Num Str TupleLoad Str Str Str Call AttributeLoad NameLoad attr ListLoad Call AttributeLoad NameLoad attr body With Call AttributeLoad NameLoad attr NameLoad Str body Assign AttributeStore NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Num Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr keyword Dict Str Str Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Str Str Delete AttributeDel NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Delete AttributeDel NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Assign NameStore Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict Delete AttributeDel NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Dict decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad Call AttributeLoad NameLoad attr keyword Dict attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad Call AttributeLoad NameLoad attr keyword Dict Str Str attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad Call AttributeLoad NameLoad attr keyword Dict Str Num attr decorator_list decorator_list ClassDef bases body FunctionDef arguments args NameParam defaults body With Call AttributeLoad NameLoad attr NameLoad Str body Expr Call AttributeLoad NameLoad attr Num keyword Num decorator_list FunctionDef arguments args NameParam defaults body With Call AttributeLoad NameLoad attr NameLoad Str body Expr Call AttributeLoad NameLoad attr Num keyword ListLoad With Call AttributeLoad NameLoad attr NameLoad Str body Expr Call AttributeLoad NameLoad attr Num keyword ListLoad Num Num Num With Call AttributeLoad NameLoad attr NameLoad Str body Expr Call AttributeLoad NameLoad attr Num keyword ListLoad Num Num Num Num Num With Call AttributeLoad NameLoad attr NameLoad Str body Expr Call AttributeLoad NameLoad attr Num keyword Call AttributeLoad NameLoad attr Call NameLoad Num With Call AttributeLoad NameLoad attr NameLoad Str body Expr Call AttributeLoad NameLoad attr Num keyword Call AttributeLoad NameLoad attr Call NameLoad Num With Call AttributeLoad NameLoad attr NameLoad Str body Expr Call AttributeLoad NameLoad attr Num keyword Call AttributeLoad NameLoad attr Dict Str Call NameLoad Num With Call AttributeLoad NameLoad attr NameLoad Str body Expr Call AttributeLoad NameLoad attr Num keyword Call AttributeLoad NameLoad attr Dict Str Call NameLoad Num With Call AttributeLoad NameLoad attr NameLoad Str body Expr Call AttributeLoad NameLoad attr Num keyword Call AttributeLoad NameLoad attr keyword Call NameLoad Num decorator_list FunctionDef arguments args NameParam defaults body For NameStore TupleLoad NameLoad Dict Call AttributeLoad NameLoad attr body Assign NameStore Call AttributeLoad NameLoad attr Num keyword NameLoad Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad NameLoad attr Num keyword NameLoad Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args NameParam defaults body For NameStore TupleLoad ListLoad TupleLoad Call AttributeLoad NameLoad attr ListLoad body Assign NameStore Call AttributeLoad NameLoad attr Num keyword Dict Str NameLoad Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str NameLoad keyword Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args NameParam defaults body For NameStore TupleLoad ListLoad Num TupleLoad Num Call AttributeLoad NameLoad attr ListLoad Num body Assign NameStore Call AttributeLoad NameLoad attr Num keyword Dict Str NameLoad Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str NameLoad keyword Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args NameParam defaults body For NameStore TupleLoad ListLoad Num Num Num Num Num Num Num Num Num TupleLoad Num Num Num Num Num Num Num Num Num Call AttributeLoad NameLoad attr ListLoad Num Num Num Num Num Num Num Num Num body Assign NameStore Call AttributeLoad NameLoad attr Num keyword Dict Str NameLoad Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str NameLoad keyword Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Num keyword Dict Str Str Call AttributeLoad NameLoad attr Num SubscriptLoad Call AttributeLoad NameLoad attr Num Slice Num Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str Str Call AttributeLoad NameLoad attr Num SubscriptLoad Call AttributeLoad NameLoad attr Num Slice Num keyword Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Dict Str Str Call AttributeLoad NameLoad attr Num SubscriptLoad Call AttributeLoad NameLoad attr Num Slice Num keyword ListLoad Str Str Str Str Str Assign NameStore Call AttributeLoad NameLoad attr Num keyword NameLoad Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str Str Call AttributeLoad NameLoad attr Num SubscriptLoad Call AttributeLoad NameLoad attr Num Slice Num keyword Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Dict Str Str ListLoad Num Num Num ListLoad ListLoad ListLoad ListLoad keyword ListLoad Str Str Str Assign NameStore Call AttributeLoad NameLoad attr Num keyword NameLoad Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str Str ListLoad Num Num Num ListLoad ListLoad ListLoad ListLoad keyword Call AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr Dict Str Str ListLoad Num Num Num ListLoad ListLoad ListLoad ListLoad keyword ListLoad Str Str Str Expr Call NameLoad NameLoad NameLoad Assign SubscriptStore NameLoad Index Str ListLoad Num Num Num Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str Str ListLoad Num Num Num ListLoad ListLoad ListLoad ListLoad keyword Call AttributeLoad NameLoad attr Num Assign SubscriptStore SubscriptLoad AttributeLoad NameLoad attr Index Num Index Num Num Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str Str ListLoad Num Num Num ListLoad ListLoad ListLoad ListLoad keyword Call AttributeLoad NameLoad attr Num Expr Call AttributeLoad SubscriptLoad SubscriptLoad NameLoad Index Str Index Num attr Num Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str Str ListLoad Num Num Num ListLoad ListLoad Num ListLoad ListLoad keyword Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Num keyword Dict Str ListLoad Num Num Num Assign NameStore Call AttributeLoad NameLoad attr Num keyword Dict Str ListLoad Num Num Num Expr Call AttributeLoad NameLoad attr NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Num keyword Dict Str Call AttributeLoad NameLoad attr ListLoad Num Num Num Assign NameStore Call AttributeLoad NameLoad attr Num keyword Call AttributeLoad NameLoad attr Dict Str ListLoad Num Num Num keyword ListLoad Str Str Str Expr Call AttributeLoad NameLoad attr NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body For NameStore TupleLoad NameLoad Dict Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword ListLoad body Assign NameStore Call AttributeLoad NameLoad attr Num keyword NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Call AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr NameLoad Call AttributeLoad NameLoad attr Num keyword NameLoad For NameStore TupleLoad NameLoad Call AttributeLoad NameLoad attr keyword ListLoad Str Str body Assign NameStore Call AttributeLoad NameLoad attr Num keyword NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Call AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr NameLoad Call AttributeLoad NameLoad attr Num keyword NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Num keyword Dict Str ListLoad Assign NameStore Call AttributeLoad NameLoad attr Num keyword Dict Str Str ListLoad ListLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Num keyword Dict Str ListLoad Assign NameStore Call AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Num keyword Dict Str ListLoad Num Num Num Assign NameStore Call AttributeLoad NameLoad attr Num keyword Dict Str ListLoad Num Num Num Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Num keyword Dict Str ListLoad Num Num Num Assign NameStore Call AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Num keyword Call AttributeLoad NameLoad attr keyword Call NameLoad Num Assign NameStore Call AttributeLoad NameLoad attr Num keyword Call AttributeLoad NameLoad attr keyword Call NameLoad Num Expr Call AttributeLoad NameLoad attr NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword Call NameLoad Num Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword Call NameLoad Num Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Num keyword Call AttributeLoad NameLoad attr keyword Call NameLoad Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword Call NameLoad Num Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword Call NameLoad Num Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Num keyword Dict Str Str ListLoad ListLoad ListLoad ListLoad ListLoad ListLoad Num Num Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str Str ListLoad ListLoad ListLoad ListLoad ListLoad ListLoad Num Num Num Num keyword Call NameLoad Num Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str Str ListLoad ListLoad ListLoad ListLoad ListLoad ListLoad Num Num Num Num keyword Call NameLoad Num Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad AttributeLoad NameLoad attr attr Expr Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index TupleLoad Num Str SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index TupleLoad Num Str Expr Call AttributeLoad SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index TupleLoad Num Str attr Num Assign SubscriptStore AttributeLoad AttributeLoad NameLoad attr attr Index TupleLoad Num Str Num Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str Str ListLoad ListLoad Num ListLoad ListLoad ListLoad ListLoad Num Num Num Num Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str Str ListLoad ListLoad Num ListLoad ListLoad ListLoad ListLoad Num Num Num Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword Call NameLoad Num Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword Call NameLoad Num Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Num keyword Call AttributeLoad NameLoad attr keyword Call NameLoad Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword Call NameLoad Num Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword Call NameLoad Num Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Num keyword Dict Str Str ListLoad ListLoad ListLoad ListLoad ListLoad ListLoad Num Num Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str Str ListLoad ListLoad ListLoad ListLoad ListLoad ListLoad Num Num Num Num keyword Call NameLoad Num Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str Str ListLoad ListLoad ListLoad ListLoad ListLoad ListLoad Num Num Num Num keyword Call NameLoad Num Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad AttributeLoad NameLoad attr attr Expr Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index TupleLoad Num Str SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index TupleLoad Num Str Expr Call AttributeLoad SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index TupleLoad Num Str attr Num Assign SubscriptStore AttributeLoad AttributeLoad NameLoad attr attr Index TupleLoad Num Str Num Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str Str ListLoad ListLoad Num ListLoad ListLoad ListLoad ListLoad Num Num Num Num Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str Str ListLoad ListLoad ListLoad ListLoad ListLoad ListLoad Num Num Num Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Num keyword Dict Str ListLoad Num Num Num Assign NameStore Dict Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Num keyword Dict Str ListLoad Num Num Num Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str ListLoad Num Num Num Assign SubscriptStore AttributeLoad NameLoad attr Index Str ListLoad Num Num Num Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str ListLoad Num Num Num Assign SubscriptStore AttributeLoad NameLoad attr Index Str ListLoad NameLoad NameLoad NameLoad Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str Str ListLoad Num Num Num ListLoad NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad keyword Dict Str Call NameLoad NameLoad Assign SubscriptStore AttributeLoad NameLoad attr Index Str Call AttributeLoad NameLoad attr Call NameLoad BinOpSub NameLoad Num Expr Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index Str Call AttributeLoad NameLoad attr BinOpAdd Call NameLoad Call NameLoad BinOpSub NameLoad Num BinOpMult ListLoad AttributeLoad NameLoad attr Num Assign SubscriptStore AttributeLoad NameLoad attr Index Str Call AttributeLoad NameLoad attr Call NameLoad BinOpAdd NameLoad Num Expr Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index Str Call AttributeLoad NameLoad attr Call NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad keyword Dict Str Call NameLoad NameLoad For NameStore TupleLoad Call AttributeLoad NameLoad attr Call NameLoad BinOpSub NameLoad Num Call NameLoad BinOpSub NameLoad Num Call AttributeLoad NameLoad attr Call NameLoad BinOpAdd NameLoad Num Call NameLoad BinOpAdd NameLoad Num body With Call AttributeLoad NameLoad attr NameLoad Str body Assign SubscriptStore AttributeLoad NameLoad attr Index Str NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Num Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword Call NameLoad Num Assign AttributeStore NameLoad attr Dict Str ListLoad Num Num Num Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str ListLoad Num Num Num Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr keyword Call AttributeLoad NameLoad attr Num Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Num Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword Call NameLoad Num Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Dict Str ListLoad Num Num Num keyword ListLoad Str Str Str Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str ListLoad Num Num Num Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr keyword Call AttributeLoad NameLoad attr Num Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Num keyword Dict Str ListLoad Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str ListLoad Assign AttributeStore NameLoad attr NameLoad Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad NameLoad attr Dict Str Str ListLoad Num Num Num ListLoad ListLoad ListLoad ListLoad keyword ListLoad Str Str Str Assign AttributeStore NameLoad attr NameLoad Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str Str ListLoad Num Num Num ListLoad ListLoad ListLoad ListLoad keyword Call AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr Dict Str Str ListLoad Num Num Num ListLoad ListLoad ListLoad ListLoad keyword ListLoad Str Str Str Expr Call NameLoad NameLoad NameLoad Assign SubscriptStore NameLoad Index Str ListLoad Num Num Num Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str Str ListLoad Num Num Num ListLoad ListLoad ListLoad ListLoad keyword Call AttributeLoad NameLoad attr Num Assign SubscriptStore SubscriptLoad AttributeLoad NameLoad attr Index Num Index Num Num Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str Str ListLoad Num Num Num ListLoad ListLoad ListLoad ListLoad keyword Call AttributeLoad NameLoad attr Num Expr Call AttributeLoad SubscriptLoad SubscriptLoad NameLoad Index Str Index Num attr Num Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str Str ListLoad Num Num Num ListLoad ListLoad Num ListLoad ListLoad keyword Call AttributeLoad NameLoad attr Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Num keyword Dict Str ListLoad Num Num Num With Call AttributeLoad NameLoad attr NameLoad Str body Assign AttributeStore NameLoad attr Num Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str ListLoad Num Num Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Num keyword Dict Str ListLoad Num Num Num With Call AttributeLoad NameLoad attr NameLoad Str body Assign AttributeStore NameLoad attr NameLoad Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str ListLoad Num Num Num With Call AttributeLoad NameLoad attr NameLoad Str body Assign AttributeStore NameLoad attr ListLoad Num Num Num Num Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str ListLoad Num Num Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Num keyword Dict Str ListLoad Num Num Num Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Dict Str ListLoad Num Num Num Delete AttributeDel NameLoad attr Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword Call NameLoad Num Delete AttributeDel NameLoad attr Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword Call NameLoad Num Assign NameStore Call AttributeLoad NameLoad attr Num Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword Call NameLoad Num Delete AttributeDel NameLoad attr Expr Call NameLoad AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword Call NameLoad Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Num keyword Dict Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Num keyword Call AttributeLoad NameLoad attr keyword Call AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Num keyword Call AttributeLoad NameLoad attr keyword ListLoad Str Str Str Str Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Num keyword Dict Str ListLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Num keyword Dict Str ListLoad Num Num Num Num Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Num keyword Dict Str Str ListLoad Num Num ListLoad Str Str Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr decorator_list decorator_list
N/A N/A copy N/A pandas pd N/A numpy np N/A numpy.testing npt skbio.util._testing assert_data_frame_almost_equal MetadataMixinTests N/A N/A test_constructor_invalid_type N/A N/A self N/A N/A N/A md N/A 0 a N/A f o o N/A N/A np array N/A N/A N/A pd DataFrame N/A N/A N/A N/A self assertRaisesRegex TypeError metadata must be a dict N/A N/A N/A N/A self _metadata_constructor_ metadata md N/A test_constructor_no_metadata N/A N/A self N/A N/A N/A md N/A None N/A N/A N/A obj N/A N/A self _metadata_constructor_ metadata md N/A N/A N/A self assertEqual N/A obj metadata N/A N/A test_constructor_with_metadata N/A N/A self N/A N/A N/A obj N/A N/A self _metadata_constructor_ metadata N/A foo bar N/A N/A N/A self assertEqual N/A obj metadata N/A foo bar N/A obj N/A N/A self _metadata_constructor_ metadata N/A 123 N/A a c b d N/A N/A N/A self assertEqual N/A obj metadata N/A 123 N/A a c b d N/A test_constructor_makes_shallow_copy_of_metadata N/A N/A self N/A N/A N/A md N/A foo 42 bar N/A N/A obj N/A N/A self _metadata_constructor_ metadata md N/A N/A N/A self assertEqual N/A obj metadata md N/A N/A N/A self assertIsNot N/A obj metadata md N/A N/A md N/A foo baz N/A N/A N/A self assertEqual N/A obj metadata N/A foo 42 bar N/A N/A N/A N/A N/A md N/A 42 append True N/A N/A N/A self assertEqual N/A obj metadata N/A foo 42 bar N/A True N/A test_eq N/A N/A self N/A N/A N/A N/A N/A self assertReallyEqual N/A N/A self _metadata_constructor_ metadata N/A foo 42 N/A N/A self _metadata_constructor_ metadata N/A foo 42 N/A N/A N/A self assertReallyEqual N/A N/A self _metadata_constructor_ metadata N/A foo 123 42 N/A N/A N/A self _metadata_constructor_ metadata N/A foo 123 42 N/A N/A test_eq_missing_metadata N/A N/A self N/A N/A N/A N/A N/A self assertReallyEqual N/A N/A self _metadata_constructor_ N/A N/A self _metadata_constructor_ N/A N/A N/A self assertReallyEqual N/A N/A self _metadata_constructor_ N/A N/A self _metadata_constructor_ metadata N/A N/A N/A N/A self assertReallyEqual N/A N/A self _metadata_constructor_ metadata N/A N/A N/A self _metadata_constructor_ metadata N/A N/A test_ne N/A N/A self N/A N/A N/A obj1 N/A N/A self _metadata_constructor_ metadata N/A id foo N/A obj2 N/A N/A self _metadata_constructor_ metadata N/A id bar N/A N/A N/A self assertReallyNotEqual obj1 obj2 N/A obj1 N/A N/A self _metadata_constructor_ metadata N/A id foo N/A obj2 N/A N/A self _metadata_constructor_ N/A N/A N/A self assertReallyNotEqual obj1 obj2 N/A test_copy_metadata_none N/A N/A self N/A N/A N/A obj N/A N/A self _metadata_constructor_ N/A obj_copy N/A N/A copy copy obj N/A N/A N/A self assertEqual obj obj_copy N/A N/A N/A self assertIsNot obj obj_copy N/A N/A N/A self assertEqual N/A obj metadata N/A N/A N/A N/A self assertEqual N/A obj_copy metadata N/A N/A N/A N/A self assertIsNot N/A obj metadata N/A obj_copy metadata N/A test_copy_metadata_empty N/A N/A self N/A N/A N/A obj N/A N/A self _metadata_constructor_ metadata N/A N/A obj_copy N/A N/A copy copy obj N/A N/A N/A self assertEqual obj obj_copy N/A N/A N/A self assertIsNot obj obj_copy N/A N/A N/A self assertEqual N/A obj metadata N/A N/A N/A N/A self assertEqual N/A obj_copy metadata N/A N/A N/A N/A self assertIsNot N/A obj metadata N/A obj_copy metadata N/A test_copy_with_metadata N/A N/A self N/A N/A N/A obj N/A N/A self _metadata_constructor_ metadata N/A foo N/A 1 N/A obj_copy N/A N/A copy copy obj N/A N/A N/A self assertEqual obj obj_copy N/A N/A N/A self assertIsNot obj obj_copy N/A N/A N/A self assertEqual N/A obj metadata N/A foo N/A 1 N/A N/A N/A self assertEqual N/A obj_copy metadata N/A foo N/A 1 N/A N/A N/A self assertIsNot N/A obj metadata N/A obj_copy metadata N/A N/A N/A self assertIs N/A N/A obj metadata N/A foo N/A N/A obj_copy metadata N/A foo N/A N/A N/A N/A N/A obj_copy metadata N/A foo append 2 N/A N/A N/A obj_copy metadata N/A foo2 42 N/A N/A N/A self assertEqual N/A obj_copy metadata N/A foo foo2 N/A 1 2 42 N/A N/A N/A self assertEqual N/A obj metadata N/A foo N/A 1 2 N/A test_deepcopy_metadata_none N/A N/A self N/A N/A N/A obj N/A N/A self _metadata_constructor_ N/A obj_copy N/A N/A copy deepcopy obj N/A N/A N/A self assertEqual obj obj_copy N/A N/A N/A self assertIsNot obj obj_copy N/A N/A N/A self assertEqual N/A obj metadata N/A N/A N/A N/A self assertEqual N/A obj_copy metadata N/A N/A N/A N/A self assertIsNot N/A obj metadata N/A obj_copy metadata N/A test_deepcopy_metadata_empty N/A N/A self N/A N/A N/A obj N/A N/A self _metadata_constructor_ metadata N/A N/A obj_copy N/A N/A copy deepcopy obj N/A N/A N/A self assertEqual obj obj_copy N/A N/A N/A self assertIsNot obj obj_copy N/A N/A N/A self assertEqual N/A obj metadata N/A N/A N/A N/A self assertEqual N/A obj_copy metadata N/A N/A N/A N/A self assertIsNot N/A obj metadata N/A obj_copy metadata N/A test_deepcopy_with_metadata N/A N/A self N/A N/A N/A obj N/A N/A self _metadata_constructor_ metadata N/A foo N/A 1 N/A obj_copy N/A N/A copy deepcopy obj N/A N/A N/A self assertEqual obj obj_copy N/A N/A N/A self assertIsNot obj obj_copy N/A N/A N/A self assertEqual N/A obj metadata N/A foo N/A 1 N/A N/A N/A self assertEqual N/A obj_copy metadata N/A foo N/A 1 N/A N/A N/A self assertIsNot N/A obj metadata N/A obj_copy metadata N/A N/A N/A self assertIsNot N/A N/A obj metadata N/A foo N/A N/A obj_copy metadata N/A foo N/A N/A N/A N/A N/A obj_copy metadata N/A foo append 2 N/A N/A N/A obj_copy metadata N/A foo2 42 N/A N/A N/A self assertEqual N/A obj_copy metadata N/A foo foo2 N/A 1 2 42 N/A N/A N/A self assertEqual N/A obj metadata N/A foo N/A 1 N/A test_deepcopy_memo_is_respected N/A N/A self N/A N/A N/A obj N/A N/A self _metadata_constructor_ metadata N/A foo bar N/A memo N/A N/A N/A N/A copy deepcopy obj memo N/A N/A N/A self assertGreater N/A len memo 2 N/A test_metadata_getter N/A N/A self N/A N/A N/A obj N/A N/A self _metadata_constructor_ metadata N/A 42 N/A hello world foo 43 N/A N/A N/A self assertIsInstance N/A obj metadata dict N/A N/A N/A self assertEqual N/A obj metadata N/A 42 N/A hello world foo 43 N/A N/A N/A obj metadata N/A 42 bar N/A N/A N/A self assertEqual N/A obj metadata N/A 42 N/A hello world bar 43 N/A test_metadata_getter_no_metadata N/A N/A self N/A N/A N/A obj N/A N/A self _metadata_constructor_ N/A N/A N/A self assertIsInstance N/A obj metadata dict N/A N/A N/A self assertEqual N/A obj metadata N/A N/A test_metadata_setter N/A N/A self N/A N/A N/A obj N/A N/A self _metadata_constructor_ N/A N/A N/A self assertEqual N/A obj metadata N/A N/A N/A obj metadata N/A hello world N/A N/A N/A self assertEqual N/A obj metadata N/A hello world N/A N/A obj metadata N/A N/A N/A N/A self assertEqual N/A obj metadata N/A N/A test_metadata_setter_makes_shallow_copy N/A N/A self N/A N/A N/A obj N/A N/A self _metadata_constructor_ N/A md N/A foo 42 bar N/A N/A N/A obj metadata md N/A N/A N/A self assertEqual N/A obj metadata md N/A N/A N/A self assertIsNot N/A obj metadata md N/A N/A md N/A foo baz N/A N/A N/A self assertEqual N/A obj metadata N/A foo 42 bar N/A N/A N/A N/A N/A md N/A 42 append True N/A N/A N/A self assertEqual N/A obj metadata N/A foo 42 bar N/A True N/A test_metadata_setter_invalid_type N/A N/A self N/A N/A N/A obj N/A N/A self _metadata_constructor_ metadata N/A 123 456 N/A md N/A None 0 a N/A f o o N/A N/A np array N/A N/A N/A pd DataFrame N/A N/A N/A N/A self assertRaisesRegex TypeError metadata must be a dict N/A N/A N/A obj metadata md N/A N/A N/A self assertEqual N/A obj metadata N/A 123 456 N/A test_metadata_deleter N/A N/A self N/A N/A N/A obj N/A N/A self _metadata_constructor_ metadata N/A foo bar N/A N/A N/A self assertEqual N/A obj metadata N/A foo bar N/A N/A obj metadata N/A N/A N/A self assertEqual N/A obj metadata N/A N/A N/A obj metadata N/A N/A N/A self assertEqual N/A obj metadata N/A N/A obj N/A N/A self _metadata_constructor_ N/A N/A N/A self assertEqual N/A obj metadata N/A N/A N/A obj metadata N/A N/A N/A self assertEqual N/A obj metadata N/A N/A test_has_metadata N/A N/A self N/A N/A N/A obj N/A N/A self _metadata_constructor_ N/A N/A N/A self assertFalse N/A N/A obj has_metadata N/A N/A N/A self assertFalse N/A N/A N/A N/A self _metadata_constructor_ metadata N/A has_metadata N/A N/A N/A self assertTrue N/A N/A N/A N/A self _metadata_constructor_ metadata N/A has_metadata N/A N/A N/A self assertTrue N/A N/A N/A N/A self _metadata_constructor_ metadata N/A foo 42 has_metadata N/A N/A PositionalMetadataMixinTests N/A N/A test_constructor_invalid_positional_metadata_type N/A N/A self N/A N/A N/A N/A N/A self assertRaisesRegex TypeError Invalid positional metadata. Must be consumable by `pd.DataFrame` constructor. Original pandas error message:  N/A N/A N/A N/A self _positional_metadata_constructor_ 0 positional_metadata 2 N/A test_constructor_positional_metadata_len_mismatch N/A N/A self N/A N/A N/A N/A N/A self assertRaisesRegex ValueError \(0\).*\(4\) N/A N/A N/A N/A self _positional_metadata_constructor_ 4 positional_metadata N/A N/A N/A N/A self assertRaisesRegex ValueError \(3\).*\(4\) N/A N/A N/A N/A self _positional_metadata_constructor_ 4 positional_metadata N/A 2 3 4 N/A N/A N/A self assertRaisesRegex ValueError \(5\).*\(4\) N/A N/A N/A N/A self _positional_metadata_constructor_ 4 positional_metadata N/A 2 3 4 5 6 N/A N/A N/A self assertRaisesRegex ValueError \(3\).*\(4\) N/A N/A N/A N/A self _positional_metadata_constructor_ 4 positional_metadata N/A N/A pd Series N/A range 3 N/A N/A N/A self assertRaisesRegex ValueError \(5\).*\(4\) N/A N/A N/A N/A self _positional_metadata_constructor_ 4 positional_metadata N/A N/A pd Series N/A range 5 N/A N/A N/A self assertRaisesRegex ValueError \(3\).*\(4\) N/A N/A N/A N/A self _positional_metadata_constructor_ 4 positional_metadata N/A N/A pd DataFrame N/A quality N/A range 3 N/A N/A N/A self assertRaisesRegex ValueError \(5\).*\(4\) N/A N/A N/A N/A self _positional_metadata_constructor_ 4 positional_metadata N/A N/A pd DataFrame N/A quality N/A range 5 N/A N/A N/A self assertRaisesRegex ValueError \(2\).*\(3\) N/A N/A N/A N/A self _positional_metadata_constructor_ 3 positional_metadata N/A N/A pd DataFrame index N/A range 2 N/A test_constructor_no_positional_metadata N/A N/A self N/A N/A N/A empty N/A None N/A N/A N/A pd DataFrame N/A N/A obj N/A N/A self _positional_metadata_constructor_ 0 positional_metadata empty N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame index N/A N/A np arange 0 N/A obj N/A N/A self _positional_metadata_constructor_ 3 positional_metadata None N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame index N/A N/A np arange 3 N/A test_constructor_with_positional_metadata_len_zero N/A N/A self N/A N/A N/A data N/A N/A N/A N/A N/A np array N/A N/A N/A obj N/A N/A self _positional_metadata_constructor_ 0 positional_metadata N/A foo data N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame N/A foo data index N/A N/A np arange 0 N/A test_constructor_with_positional_metadata_len_one N/A N/A self N/A N/A N/A data N/A N/A 2 N/A 2 N/A N/A np array N/A 2 N/A N/A obj N/A N/A self _positional_metadata_constructor_ 1 positional_metadata N/A foo data N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame N/A foo data index N/A N/A np arange 1 N/A test_constructor_with_positional_metadata_len_greater_than_one N/A N/A self N/A N/A N/A data N/A N/A 0 42 42 1 0 8 100 0 0 N/A 0 42 42 1 0 8 100 0 0 N/A N/A np array N/A 0 42 42 1 0 8 100 0 0 N/A N/A obj N/A N/A self _positional_metadata_constructor_ 9 positional_metadata N/A foo data N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame N/A foo data index N/A N/A np arange 9 N/A test_constructor_with_positional_metadata_multiple_columns N/A N/A self N/A N/A N/A obj N/A N/A self _positional_metadata_constructor_ 5 positional_metadata N/A foo bar N/A N/A np arange 5 N/A N/A N/A np arange 5 N/A -1 N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame N/A foo bar N/A N/A np arange 5 N/A N/A N/A np arange 5 N/A -1 index N/A N/A np arange 5 N/A test_constructor_with_positional_metadata_custom_index N/A N/A self N/A N/A N/A df N/A N/A pd DataFrame N/A foo bar N/A N/A np arange 5 N/A N/A N/A np arange 5 N/A -1 index N/A a b c d e N/A obj N/A N/A self _positional_metadata_constructor_ 5 positional_metadata df N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame N/A foo bar N/A N/A np arange 5 N/A N/A N/A np arange 5 N/A -1 index N/A N/A np arange 5 N/A test_constructor_makes_shallow_copy_of_positional_metadata N/A N/A self N/A N/A N/A df N/A N/A pd DataFrame N/A foo bar N/A 22 22 0 N/A N/A N/A N/A index N/A a b c N/A obj N/A N/A self _positional_metadata_constructor_ 3 positional_metadata df N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame N/A foo bar N/A 22 22 0 N/A N/A N/A N/A index N/A N/A np arange 3 N/A N/A N/A self assertIsNot N/A obj positional_metadata df N/A orig_df N/A N/A pd DataFrame N/A foo bar N/A 22 22 0 N/A N/A N/A N/A index N/A a b c N/A N/A assert_data_frame_almost_equal df orig_df N/A N/A df N/A foo N/A 42 42 42 N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame N/A foo bar N/A 22 22 0 N/A N/A N/A N/A index N/A N/A np arange 3 N/A N/A N/A N/A df values N/A 0 N/A 0 10 N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame N/A foo bar N/A 22 22 0 N/A N/A N/A N/A index N/A N/A np arange 3 N/A N/A N/A N/A N/A df N/A bar N/A 0 append 42 N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame N/A foo bar N/A 22 22 0 N/A N/A 42 N/A N/A index N/A N/A np arange 3 N/A test_eq_basic N/A N/A self N/A N/A N/A obj1 N/A N/A self _positional_metadata_constructor_ 3 positional_metadata N/A foo N/A 1 2 3 N/A obj2 N/A N/A self _positional_metadata_constructor_ 3 positional_metadata N/A foo N/A 1 2 3 N/A N/A N/A self assertReallyEqual obj1 obj2 N/A test_eq_from_different_source N/A N/A self N/A N/A N/A obj1 N/A N/A self _positional_metadata_constructor_ 3 positional_metadata N/A foo N/A N/A np array N/A 1 2 3 N/A obj2 N/A N/A self _positional_metadata_constructor_ 3 positional_metadata N/A N/A pd DataFrame N/A foo N/A 1 2 3 index N/A foo bar baz N/A N/A N/A self assertReallyEqual obj1 obj2 N/A test_eq_missing_positional_metadata N/A N/A self N/A N/A N/A empty N/A None N/A N/A N/A pd DataFrame N/A N/A pd DataFrame index N/A N/A N/A obj N/A N/A self _positional_metadata_constructor_ 0 positional_metadata empty N/A N/A N/A self assertReallyEqual obj N/A N/A self _positional_metadata_constructor_ 0 N/A N/A N/A self assertReallyEqual obj N/A N/A self _positional_metadata_constructor_ 0 positional_metadata empty N/A empty N/A None N/A N/A pd DataFrame index N/A a b N/A N/A obj N/A N/A self _positional_metadata_constructor_ 2 positional_metadata empty N/A N/A N/A self assertReallyEqual obj N/A N/A self _positional_metadata_constructor_ 2 N/A N/A N/A self assertReallyEqual obj N/A N/A self _positional_metadata_constructor_ 2 positional_metadata empty N/A test_ne_len_zero N/A N/A self N/A N/A N/A obj1 N/A N/A self _positional_metadata_constructor_ 0 positional_metadata N/A foo N/A N/A obj2 N/A N/A self _positional_metadata_constructor_ 0 positional_metadata N/A foo bar N/A N/A N/A N/A N/A self assertReallyNotEqual obj1 obj2 N/A obj1 N/A N/A self _positional_metadata_constructor_ 0 positional_metadata N/A foo N/A N/A obj2 N/A N/A self _positional_metadata_constructor_ 0 N/A N/A N/A self assertReallyNotEqual obj1 obj2 N/A test_ne_len_greater_than_zero N/A N/A self N/A N/A N/A obj1 N/A N/A self _positional_metadata_constructor_ 3 positional_metadata N/A foo N/A 1 2 3 N/A obj2 N/A N/A self _positional_metadata_constructor_ 3 positional_metadata N/A foo N/A 1 2 2 N/A N/A N/A self assertReallyNotEqual obj1 obj2 N/A obj1 N/A N/A self _positional_metadata_constructor_ 3 positional_metadata N/A foo N/A 1 2 3 N/A obj2 N/A N/A self _positional_metadata_constructor_ 3 N/A N/A N/A self assertReallyNotEqual obj1 obj2 N/A test_ne_len_mismatch N/A N/A self N/A N/A N/A obj1 N/A N/A self _positional_metadata_constructor_ 3 positional_metadata N/A N/A pd DataFrame index N/A range 3 N/A obj2 N/A N/A self _positional_metadata_constructor_ 2 positional_metadata N/A N/A pd DataFrame index N/A range 2 N/A N/A N/A self assertReallyNotEqual obj1 obj2 N/A test_copy_positional_metadata_none N/A N/A self N/A N/A N/A obj N/A N/A self _positional_metadata_constructor_ 3 N/A obj_copy N/A N/A copy copy obj N/A N/A N/A self assertEqual obj obj_copy N/A N/A N/A self assertIsNot obj obj_copy N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame index N/A range 3 N/A N/A assert_data_frame_almost_equal N/A obj_copy positional_metadata N/A N/A pd DataFrame index N/A range 3 N/A N/A N/A self assertIsNot N/A obj positional_metadata N/A obj_copy positional_metadata N/A test_copy_positional_metadata_empty N/A N/A self N/A N/A N/A obj N/A N/A self _positional_metadata_constructor_ 3 positional_metadata N/A N/A pd DataFrame index N/A range 3 N/A obj_copy N/A N/A copy copy obj N/A N/A N/A self assertEqual obj obj_copy N/A N/A N/A self assertIsNot obj obj_copy N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame index N/A range 3 N/A N/A assert_data_frame_almost_equal N/A obj_copy positional_metadata N/A N/A pd DataFrame index N/A range 3 N/A N/A N/A self assertIsNot N/A obj positional_metadata N/A obj_copy positional_metadata N/A test_copy_with_positional_metadata N/A N/A self N/A N/A N/A obj N/A N/A self _positional_metadata_constructor_ 4 positional_metadata N/A bar baz N/A N/A N/A N/A N/A N/A 42 42 42 42 N/A obj_copy N/A N/A copy copy obj N/A N/A N/A self assertEqual obj obj_copy N/A N/A N/A self assertIsNot obj obj_copy N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame N/A bar baz N/A N/A N/A N/A N/A N/A 42 42 42 42 index N/A range 4 N/A N/A assert_data_frame_almost_equal N/A obj_copy positional_metadata N/A N/A pd DataFrame N/A bar baz N/A N/A N/A N/A N/A N/A 42 42 42 42 index N/A range 4 N/A N/A N/A self assertIsNot N/A obj positional_metadata N/A obj_copy positional_metadata N/A N/A N/A self assertIsNot N/A N/A obj positional_metadata values N/A N/A obj_copy positional_metadata values N/A N/A N/A self assertIs N/A N/A N/A obj positional_metadata loc N/A N/A 0 bar N/A N/A N/A obj_copy positional_metadata loc N/A N/A 0 bar N/A N/A N/A N/A N/A N/A obj_copy positional_metadata loc N/A N/A 0 bar append 1 N/A N/A N/A N/A obj_copy positional_metadata loc N/A N/A 0 baz 43 N/A N/A assert_data_frame_almost_equal N/A obj_copy positional_metadata N/A N/A pd DataFrame N/A bar baz N/A N/A 1 N/A N/A N/A N/A 43 42 42 42 N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame N/A bar baz N/A N/A 1 N/A N/A N/A N/A 42 42 42 42 N/A test_deepcopy_positional_metadata_none N/A N/A self N/A N/A N/A obj N/A N/A self _positional_metadata_constructor_ 3 N/A obj_copy N/A N/A copy deepcopy obj N/A N/A N/A self assertEqual obj obj_copy N/A N/A N/A self assertIsNot obj obj_copy N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame index N/A range 3 N/A N/A assert_data_frame_almost_equal N/A obj_copy positional_metadata N/A N/A pd DataFrame index N/A range 3 N/A N/A N/A self assertIsNot N/A obj positional_metadata N/A obj_copy positional_metadata N/A test_deepcopy_positional_metadata_empty N/A N/A self N/A N/A N/A obj N/A N/A self _positional_metadata_constructor_ 3 positional_metadata N/A N/A pd DataFrame index N/A range 3 N/A obj_copy N/A N/A copy deepcopy obj N/A N/A N/A self assertEqual obj obj_copy N/A N/A N/A self assertIsNot obj obj_copy N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame index N/A range 3 N/A N/A assert_data_frame_almost_equal N/A obj_copy positional_metadata N/A N/A pd DataFrame index N/A range 3 N/A N/A N/A self assertIsNot N/A obj positional_metadata N/A obj_copy positional_metadata N/A test_deepcopy_with_positional_metadata N/A N/A self N/A N/A N/A obj N/A N/A self _positional_metadata_constructor_ 4 positional_metadata N/A bar baz N/A N/A N/A N/A N/A N/A 42 42 42 42 N/A obj_copy N/A N/A copy deepcopy obj N/A N/A N/A self assertEqual obj obj_copy N/A N/A N/A self assertIsNot obj obj_copy N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame N/A bar baz N/A N/A N/A N/A N/A N/A 42 42 42 42 index N/A range 4 N/A N/A assert_data_frame_almost_equal N/A obj_copy positional_metadata N/A N/A pd DataFrame N/A bar baz N/A N/A N/A N/A N/A N/A 42 42 42 42 index N/A range 4 N/A N/A N/A self assertIsNot N/A obj positional_metadata N/A obj_copy positional_metadata N/A N/A N/A self assertIsNot N/A N/A obj positional_metadata values N/A N/A obj_copy positional_metadata values N/A N/A N/A self assertIsNot N/A N/A N/A obj positional_metadata loc N/A N/A 0 bar N/A N/A N/A obj_copy positional_metadata loc N/A N/A 0 bar N/A N/A N/A N/A N/A N/A obj_copy positional_metadata loc N/A N/A 0 bar append 1 N/A N/A N/A N/A obj_copy positional_metadata loc N/A N/A 0 baz 43 N/A N/A assert_data_frame_almost_equal N/A obj_copy positional_metadata N/A N/A pd DataFrame N/A bar baz N/A N/A 1 N/A N/A N/A N/A 43 42 42 42 N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame N/A bar baz N/A N/A N/A N/A N/A N/A 42 42 42 42 N/A test_deepcopy_memo_is_respected N/A N/A self N/A N/A N/A obj N/A N/A self _positional_metadata_constructor_ 3 positional_metadata N/A foo N/A 1 2 3 N/A memo N/A N/A N/A N/A copy deepcopy obj memo N/A N/A N/A self assertGreater N/A len memo 2 N/A test_positional_metadata_getter N/A N/A self N/A N/A N/A obj N/A N/A self _positional_metadata_constructor_ 3 positional_metadata N/A foo N/A 22 22 0 N/A N/A N/A self assertIsInstance N/A obj positional_metadata N/A pd DataFrame N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame N/A foo N/A 22 22 0 N/A N/A N/A obj positional_metadata N/A foo N/A 42 42 43 N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame N/A foo N/A 42 42 43 N/A N/A N/A obj positional_metadata N/A foo2 N/A True False True N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame N/A foo foo2 N/A 42 42 43 N/A True False True N/A test_positional_metadata_getter_no_positional_metadata N/A N/A self N/A N/A N/A obj N/A N/A self _positional_metadata_constructor_ 4 N/A N/A N/A self assertIsInstance N/A obj positional_metadata N/A pd DataFrame N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame index N/A N/A np arange 4 N/A test_positional_metadata_getter_set_column_series N/A N/A self N/A N/A N/A length 8 N/A obj N/A N/A self _positional_metadata_constructor_ length positional_metadata N/A foo N/A range length N/A N/A N/A obj positional_metadata N/A bar N/A N/A pd Series N/A range N/A length 3 N/A N/A N/A npt assert_equal N/A N/A obj positional_metadata N/A bar N/A N/A np array N/A N/A list N/A range N/A length 3 N/A N/A N/A np nan 3 N/A N/A N/A obj positional_metadata N/A baz N/A N/A pd Series N/A range N/A length 3 N/A N/A N/A npt assert_equal N/A N/A obj positional_metadata N/A baz N/A N/A np array N/A range length N/A test_positional_metadata_getter_set_column_array N/A N/A self N/A N/A N/A length 8 N/A obj N/A N/A self _positional_metadata_constructor_ length positional_metadata N/A foo N/A range length N/A array_like N/A N/A N/A np array N/A range N/A length 1 N/A range N/A length 1 N/A N/A np array N/A range N/A length 1 N/A range N/A length 1 N/A N/A N/A N/A self assertRaisesRegex ValueError Length of values does not match length of index N/A N/A N/A N/A obj positional_metadata N/A bar array_like N/A test_positional_metadata_setter_pandas_consumable N/A N/A self N/A N/A N/A obj N/A N/A self _positional_metadata_constructor_ 3 N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame index N/A range 3 N/A N/A obj positional_metadata N/A foo N/A 3 2 1 N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame N/A foo N/A 3 2 1 N/A N/A obj positional_metadata N/A N/A pd DataFrame index N/A N/A np arange 3 N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame index N/A N/A np arange 3 N/A test_positional_metadata_setter_data_frame N/A N/A self N/A N/A N/A obj N/A N/A self _positional_metadata_constructor_ 3 N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame index N/A range 3 N/A N/A obj positional_metadata N/A N/A pd DataFrame N/A foo N/A 3 2 1 index N/A a b c N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame N/A foo N/A 3 2 1 N/A N/A obj positional_metadata N/A N/A pd DataFrame index N/A N/A np arange 3 N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame index N/A N/A np arange 3 N/A test_positional_metadata_setter_none N/A N/A self N/A N/A N/A obj N/A N/A self _positional_metadata_constructor_ 0 positional_metadata N/A foo N/A N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame N/A foo N/A N/A N/A obj positional_metadata None N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame index N/A N/A np arange 0 N/A test_positional_metadata_setter_makes_shallow_copy N/A N/A self N/A N/A N/A obj N/A N/A self _positional_metadata_constructor_ 3 N/A df N/A N/A pd DataFrame N/A foo bar N/A 22 22 0 N/A N/A N/A N/A index N/A a b c N/A N/A obj positional_metadata df N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame N/A foo bar N/A 22 22 0 N/A N/A N/A N/A index N/A N/A np arange 3 N/A N/A N/A self assertIsNot N/A obj positional_metadata df N/A orig_df N/A N/A pd DataFrame N/A foo bar N/A 22 22 0 N/A N/A N/A N/A index N/A a b c N/A N/A assert_data_frame_almost_equal df orig_df N/A N/A df N/A foo N/A 42 42 42 N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame N/A foo bar N/A 22 22 0 N/A N/A N/A N/A index N/A N/A np arange 3 N/A N/A N/A N/A df values N/A 0 N/A 0 10 N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame N/A foo bar N/A 22 22 0 N/A N/A N/A N/A index N/A N/A np arange 3 N/A N/A N/A N/A N/A df N/A bar N/A 0 append 42 N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame N/A foo bar N/A 22 22 0 N/A N/A 42 N/A N/A index N/A N/A np arange 3 N/A test_positional_metadata_setter_invalid_type N/A N/A self N/A N/A N/A obj N/A N/A self _positional_metadata_constructor_ 3 positional_metadata N/A foo N/A 1 2 42 N/A N/A N/A self assertRaisesRegex TypeError Invalid positional metadata. Must be consumable by `pd.DataFrame` constructor. Original pandas error message:  N/A N/A N/A obj positional_metadata 2 N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame N/A foo N/A 1 2 42 N/A test_positional_metadata_setter_len_mismatch N/A N/A self N/A N/A N/A obj N/A N/A self _positional_metadata_constructor_ 3 positional_metadata N/A foo N/A 1 2 42 N/A N/A N/A self assertRaisesRegex ValueError \(0\).*\(3\) N/A N/A N/A obj positional_metadata None N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame N/A foo N/A 1 2 42 N/A N/A N/A self assertRaisesRegex ValueError \(4\).*\(3\) N/A N/A N/A obj positional_metadata N/A 1 2 3 4 N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame N/A foo N/A 1 2 42 N/A test_positional_metadata_deleter N/A N/A self N/A N/A N/A obj N/A N/A self _positional_metadata_constructor_ 3 positional_metadata N/A foo N/A 1 2 3 N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame N/A foo N/A 1 2 3 N/A N/A obj positional_metadata N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame index N/A range 3 N/A N/A obj positional_metadata N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame index N/A range 3 N/A obj N/A N/A self _positional_metadata_constructor_ 3 N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame index N/A range 3 N/A N/A obj positional_metadata N/A N/A assert_data_frame_almost_equal N/A obj positional_metadata N/A N/A pd DataFrame index N/A range 3 N/A test_has_positional_metadata N/A N/A self N/A N/A N/A obj N/A N/A self _positional_metadata_constructor_ 4 N/A N/A N/A self assertFalse N/A N/A obj has_positional_metadata N/A obj N/A N/A self _positional_metadata_constructor_ 0 positional_metadata N/A N/A N/A N/A self assertFalse N/A N/A obj has_positional_metadata N/A obj N/A N/A self _positional_metadata_constructor_ 4 positional_metadata N/A N/A pd DataFrame index N/A N/A np arange 4 N/A N/A N/A self assertFalse N/A N/A obj has_positional_metadata N/A obj N/A N/A self _positional_metadata_constructor_ 4 positional_metadata N/A N/A pd DataFrame index N/A a b c d N/A N/A N/A self assertFalse N/A N/A obj has_positional_metadata N/A obj N/A N/A self _positional_metadata_constructor_ 0 positional_metadata N/A foo N/A N/A N/A N/A self assertTrue N/A N/A obj has_positional_metadata N/A obj N/A N/A self _positional_metadata_constructor_ 4 positional_metadata N/A foo N/A 1 2 3 4 N/A N/A N/A self assertTrue N/A N/A obj has_positional_metadata N/A obj N/A N/A self _positional_metadata_constructor_ 2 positional_metadata N/A foo bar N/A 1 2 N/A abc def N/A N/A N/A self assertTrue N/A N/A obj has_positional_metadata N/A N/A