Module ImportFrom alias ImportFrom alias Import alias identifier ImportFrom alias alias alias alias ImportFrom alias ImportFrom alias Import alias identifier ImportFrom alias alias Import alias identifier ImportFrom alias ClassDef bases NameLoad AttributeLoad NameLoad attr body Assign NameStore NameLoad FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Assign NameStore Call AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr keyword NameLoad Assign NameStore AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num keyword NameLoad Assign NameStore Call AttributeLoad NameLoad attr Num keyword NameLoad Expr Call NameLoad NameLoad AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num keyword NameLoad Expr Call NameLoad NameLoad AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num keyword Str Assign NameStore Call AttributeLoad NameLoad attr Num keyword Str Expr Call NameLoad NameLoad AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Expr Call NameLoad NameLoad AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad keyword NameLoad Assign NameStore Call AttributeLoad NameLoad attr Num Str Assign NameStore Call AttributeLoad NameLoad attr Num AttributeLoad NameLoad attr Expr Call NameLoad NameLoad NameLoad Expr Call NameLoad NameLoad Call AttributeLoad NameLoad attr Num Str Expr Call AttributeLoad NameLoad attr NameLoad AttributeLoad NameLoad attr keyword Str Assign NameStore Call AttributeLoad NameLoad attr Num keyword Str Expr Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Num keyword AttributeLoad NameLoad attr Expr Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad Str keyword Num For NameStore ListLoad Str Str body Assign NameStore Call NameLoad Call AttributeLoad NameLoad attr Num keyword NameLoad keyword NameLoad Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Index Num Assign NameStore Call AttributeLoad NameLoad attr keyword NameLoad Assign NameStore Call NameLoad ListLoad AttributeLoad NameLoad attr Num Num Num Num keyword NameLoad Expr Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad Call NameLoad Str keyword Num keyword Str keyword Str Assign NameStore BinOpSub NameLoad Call AttributeLoad NameLoad attr Expr Call NameLoad NameLoad Call NameLoad Call NameLoad BinOpAdd ListLoad Str BinOpMult ListLoad Str Num keyword Str Assign NameStore Call NameLoad Call NameLoad Str keyword Num keyword Str keyword Str Expr Call AttributeLoad NameLoad attr NameLoad Lambda arguments args defaults BinOpSub NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad NameLoad attr Num Expr Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr keyword Str Expr Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr keyword AttributeLoad NameLoad attr Expr Call NameLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad AttributeLoad NameLoad attr keyword Str Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Assign NameStore Call AttributeLoad NameLoad attr Num Expr Call NameLoad AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr keyword AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Expr Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad AttributeLoad AttributeLoad NameLoad attr attr Call NameLoad Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr keyword Str Assign NameStore Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad NameLoad attr Num Expr Call NameLoad NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num Expr Call NameLoad NameLoad NameLoad Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Index ListLoad Num Num Num Expr Call AttributeLoad NameLoad attr NameLoad AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore AttributeLoad NameLoad attr Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Slice Num Assign TupleStore NameStore NameStore TupleLoad SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Num SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Num Assign TupleStore NameStore NameStore TupleLoad SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Num SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Num Assign NameStore Call AttributeLoad NameLoad attr Expr Call NameLoad NameLoad NameLoad Assign NameStore SubscriptLoad NameLoad Slice Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call NameLoad NameLoad NameLoad Assign NameStore SubscriptLoad NameLoad Slice Num Assign NameStore Call AttributeLoad NameLoad attr keyword NameLoad Expr Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr keyword NameLoad Expr Call NameLoad NameLoad NameLoad Assign NameStore SubscriptLoad NameLoad Slice Num Assign NameStore Call AttributeLoad NameLoad attr keyword NameLoad Expr Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr keyword NameLoad Expr Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr keyword BinOpSub SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Num NameLoad Assert CompareEq Call NameLoad NameLoad Num Assign NameStore Call AttributeLoad NameLoad attr keyword BinOpAdd SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Num NameLoad Assert CompareEq Call NameLoad NameLoad Num Expr Call AttributeLoad NameLoad attr NameLoad AttributeLoad NameLoad attr keyword BinOpAdd SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Num NameLoad keyword BinOpSub SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Num NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Num Assign NameStore Call NameLoad Str keyword NameLoad keyword Str Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad keyword NameLoad Assign SubscriptStore NameLoad Slice Num Num AttributeLoad NameLoad attr Assign NameStore Call NameLoad Str keyword BinOpMult NameLoad Num keyword Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad Call NameLoad NameLoad attr Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Index Num Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Index Num Assign NameStore Call AttributeLoad NameLoad attr Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad Call NameLoad NameLoad attr Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Index Num Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Index Num Assign NameStore BinOpBitAnd CompareGtE AttributeLoad NameLoad attr NameLoad CompareLt AttributeLoad NameLoad attr NameLoad Assign NameStore SubscriptLoad NameLoad Index NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad CompareEq NameLoad SubscriptLoad NameLoad Index NameLoad attr Assign NameStore SubscriptLoad NameLoad Index SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index CompareGtE AttributeLoad NameLoad attr NameLoad Index Num Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index NameLoad NameLoad Assign SubscriptStore AttributeLoad NameLoad attr Slice Num Num AttributeLoad NameLoad attr Assign SubscriptStore AttributeLoad NameLoad attr Slice Num Num AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Num Expr Call AttributeLoad NameLoad attr NameLoad SubscriptLoad AttributeLoad NameLoad attr Index Num Expr Call AttributeLoad NameLoad attr NameLoad SubscriptLoad AttributeLoad NameLoad attr Index Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Call NameLoad SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Num Expr Call AttributeLoad NameLoad attr NameLoad SubscriptLoad AttributeLoad NameLoad attr Index Num Expr Call AttributeLoad NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Num SubscriptLoad AttributeLoad NameLoad attr Index Num Assign NameStore BinOpSub SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Num AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad decorator_list FunctionDef arguments args NameParam defaults body ImportFrom alias Assign NameStore Num Assign NameStore Call NameLoad Str keyword NameLoad keyword Str keyword Str Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad keyword NameLoad Assign NameStore SubscriptLoad NameLoad Index Str Assign NameStore SubscriptLoad NameLoad Index Num Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign SubscriptStore NameLoad Index Str Num Assign SubscriptStore NameLoad Index Str SubscriptLoad NameLoad Index Num Expr Call NameLoad NameLoad NameLoad Assign NameStore SubscriptLoad NameLoad Slice Str Str Assign NameStore SubscriptLoad NameLoad Slice Num Num Expr Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign SubscriptStore NameLoad Slice Str Str Num Assign SubscriptStore NameLoad Slice Str Str SubscriptLoad NameLoad Slice Num Num Expr Call NameLoad NameLoad NameLoad Assign NameStore Str Assign NameStore Str Assign NameStore SubscriptLoad NameLoad Index BinOpBitAnd CompareGtE AttributeLoad NameLoad attr NameLoad CompareLtE AttributeLoad NameLoad attr NameLoad Assign NameStore SubscriptLoad NameLoad Slice Num Num Expr Call NameLoad NameLoad NameLoad Assign NameStore SubscriptLoad NameLoad Index Call NameLoad Num Num Num Num Assign NameStore SubscriptLoad NameLoad Index Num Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign SubscriptStore NameLoad Index Call NameLoad Num Num Num Num Num Assign SubscriptStore NameLoad Index Call NameLoad Num Num Num Num SubscriptLoad NameLoad Index Num Expr Call NameLoad NameLoad NameLoad Assign NameStore SubscriptLoad NameLoad Slice Call NameLoad Num Num Num Num Call NameLoad Num Num Num Num Assign NameStore SubscriptLoad NameLoad Slice Num Num Expr Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign SubscriptStore NameLoad Slice Call NameLoad Num Num Num Num Call NameLoad Num Num Num Num Num Assign SubscriptStore NameLoad Slice Call NameLoad Num Num Num Num Call NameLoad Num Num Num Num SubscriptLoad NameLoad Slice Num Num Expr Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad Num Num Num Num Assign NameStore Call NameLoad Num Num Num Num Assign NameStore SubscriptLoad NameLoad Index BinOpBitAnd CompareGtE AttributeLoad NameLoad attr NameLoad CompareLtE AttributeLoad NameLoad attr NameLoad Assign NameStore SubscriptLoad NameLoad Slice Num Num Expr Call NameLoad NameLoad NameLoad Assign NameStore SubscriptLoad NameLoad Index SubscriptLoad AttributeLoad NameLoad attr Index Num Assign NameStore SubscriptLoad NameLoad Index Num Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore SubscriptLoad NameLoad Index SubscriptLoad AttributeLoad NameLoad attr Slice Num Num Assign NameStore SubscriptLoad NameLoad Slice Num Num Expr Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign SubscriptStore NameLoad Index SubscriptLoad AttributeLoad NameLoad attr Slice Num Num Num Assign SubscriptStore NameLoad Slice Num Num SubscriptLoad NameLoad Slice Num Num Expr Call NameLoad NameLoad NameLoad Assign NameStore SubscriptLoad NameLoad Index Str Assign NameStore SubscriptLoad NameLoad Slice Num Num Expr Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign SubscriptStore NameLoad Index Str Num Assign SubscriptStore NameLoad Index Str SubscriptLoad NameLoad Slice Num Num Expr Call NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad NameLoad attr ImportFrom alias identifier ImportFrom alias Assign NameStore Num Assign NameStore Call NameLoad Str keyword NameLoad keyword Str keyword Str Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad keyword NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign SubscriptStore NameLoad Index Str Num Assign SubscriptStore NameLoad Index Str SubscriptLoad NameLoad Index Num Expr Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign SubscriptStore NameLoad Index Str Num Assign SubscriptStore NameLoad Index Str SubscriptLoad NameLoad Index Num Expr Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign SubscriptStore NameLoad Index Call NameLoad Num Num Num Num keyword Call NameLoad Str Num Assign SubscriptStore NameLoad Index Call NameLoad Num Num Num Num keyword Call NameLoad Str SubscriptLoad NameLoad Index Num Expr Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad Call NameLoad Str attr Call NameLoad Num Num Num Num Assign SubscriptStore NameLoad Index NameLoad Num Assign SubscriptStore NameLoad Index NameLoad SubscriptLoad NameLoad Index Num Expr Call NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad NameLoad attr ImportFrom alias ImportFrom alias identifier Assign NameStore Lambda arguments args NameParam defaults IfExp CompareEq NameLoad Str Call NameLoad Call NameLoad NameLoad ImportFrom alias Assign NameStore Num Assign NameStore Call NameLoad Str keyword NameLoad keyword Str keyword Str Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad keyword NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign SubscriptStore NameLoad Index Str Num Assign SubscriptStore NameLoad Index Str SubscriptLoad NameLoad Index Num Expr Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign SubscriptStore NameLoad Index Str Num Assign SubscriptStore NameLoad Index Str SubscriptLoad NameLoad Index Num Expr Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign SubscriptStore NameLoad Index Call NameLoad Num Num Num Num keyword Call NameLoad Str Num Assign SubscriptStore NameLoad Index Call NameLoad Num Num Num Num keyword Call NameLoad Str SubscriptLoad NameLoad Index Num Expr Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign SubscriptStore NameLoad Index Call NameLoad Num Num Num Num keyword Call NameLoad Str Num Assign SubscriptStore NameLoad Index Call NameLoad Num Num Num Num keyword Call NameLoad Str SubscriptLoad NameLoad Index Num Expr Call NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body ImportFrom alias Assign NameStore Num Assign NameStore Call NameLoad Str keyword NameLoad keyword Str Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad keyword NameLoad Assign NameStore SubscriptLoad NameLoad Index Str Assign NameStore SubscriptLoad NameLoad Index Num Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign SubscriptStore NameLoad Index Str Num Assign SubscriptStore NameLoad Index Str SubscriptLoad NameLoad Index Num Expr Call NameLoad NameLoad NameLoad Assign NameStore SubscriptLoad NameLoad Slice Str Str Assign NameStore SubscriptLoad NameLoad Slice Num Num Expr Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign SubscriptStore NameLoad Slice Str Str Num Assign SubscriptStore NameLoad Slice Str Str SubscriptLoad NameLoad Slice Num Num Expr Call NameLoad NameLoad NameLoad Assign NameStore Str Assign NameStore Str Assign NameStore SubscriptLoad NameLoad Index BinOpBitAnd CompareGtE AttributeLoad NameLoad attr NameLoad CompareLtE AttributeLoad NameLoad attr NameLoad Assign NameStore SubscriptLoad NameLoad Slice Num Num Expr Call NameLoad NameLoad NameLoad Assign NameStore SubscriptLoad NameLoad Index SubscriptLoad AttributeLoad NameLoad attr Index Num Assign NameStore SubscriptLoad NameLoad Index Num Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore SubscriptLoad NameLoad Index SubscriptLoad AttributeLoad NameLoad attr Slice Num Num Assign NameStore SubscriptLoad NameLoad Slice Num Num Expr Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Assign SubscriptStore NameLoad Index SubscriptLoad AttributeLoad NameLoad attr Slice Num Num Num Assign SubscriptStore NameLoad Slice Num Num SubscriptLoad NameLoad Slice Num Num Expr Call NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body ImportFrom alias alias Assign NameStore Num Assign NameStore Call NameLoad Str keyword NameLoad keyword Str Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad keyword NameLoad Assign SubscriptStore NameLoad Slice Num Num AttributeLoad NameLoad attr Assign NameStore Call NameLoad Str keyword BinOpMult NameLoad Num keyword Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad Call NameLoad NameLoad attr Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Index Num Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Index Num Assign NameStore Call AttributeLoad NameLoad attr Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad Call NameLoad NameLoad attr Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Index Num Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Index Num Assign NameStore Call NameLoad AttributeLoad AttributeLoad NameLoad attr attr keyword Str Assign NameStore BinOpBitAnd CompareGtE NameLoad NameLoad CompareLt NameLoad NameLoad Assign NameStore SubscriptLoad NameLoad Index NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad CompareEq NameLoad SubscriptLoad NameLoad Index NameLoad attr Assign SubscriptStore NameLoad Slice Num Num AttributeLoad NameLoad attr Assign SubscriptStore NameLoad Slice Num Num AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index Num Assign NameStore Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index Num Expr Call AttributeLoad NameLoad attr NameLoad SubscriptLoad NameLoad Index Num Expr Call AttributeLoad NameLoad attr NameLoad SubscriptLoad NameLoad Index Num Assign NameStore Call AttributeLoad NameLoad attr Call NameLoad SubscriptLoad AttributeLoad NameLoad attr Index Num Expr Call AttributeLoad NameLoad attr NameLoad SubscriptLoad NameLoad Index Num Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index Num SubscriptLoad NameLoad Index Num Assign NameStore BinOpSub Call AttributeLoad SubscriptLoad AttributeLoad NameLoad attr Index Num attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam defaults body ImportFrom alias Assign NameStore Call NameLoad ListLoad NameLoad NameLoad Num Num NameLoad NameLoad Num Num Num keyword Call NameLoad Str keyword Num Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Index ListLoad Num Num Num Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad ListLoad Num Num Num Num AttributeLoad NameLoad attr keyword NameLoad Expr Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad ListLoad Num Num Num Num NameLoad NameLoad Num Num Num keyword Call NameLoad Str keyword Num Assign NameStore Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index Num Expr Call AttributeLoad NameLoad attr NameLoad SubscriptLoad NameLoad Index Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call NameLoad ListLoad Num Num Num keyword ListLoad Call NameLoad Num Num Num Call NameLoad Num Num Num Call NameLoad Num Num Num Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad NameLoad attr Str Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Str keyword Str Assign NameStore Call AttributeLoad NameLoad attr Str Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad SubscriptLoad NameLoad Slice Num attr Str Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad Num Expr Call AttributeLoad NameLoad attr NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Num Assign NameStore BinOpAdd NameLoad Num Assign NameStore Call NameLoad ListLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Num Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Assign NameStore BinOpSub AttributeLoad NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr Num Expr Call NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Assign NameStore BinOpSub AttributeLoad NameLoad attr AttributeLoad NameLoad attr Expr Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad Call NameLoad Str keyword Num Assign NameStore BinOpSub NameLoad Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad NameLoad attr Expr Call NameLoad NameLoad NameLoad Assign NameStore BinOpSub NameLoad Call AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad NameLoad attr Expr Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad Call NameLoad Str keyword Num keyword Str keyword Str Assign NameStore Call AttributeLoad NameLoad attr Expr Call NameLoad NameLoad Call NameLoad Call NameLoad BinOpAdd ListLoad Str BinOpMult ListLoad Str Num keyword Str decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr keyword NameLoad Expr Call NameLoad NameLoad BinOpSub BinOpDiv AttributeLoad NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr Num Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr keyword Str Expr Call NameLoad NameLoad BinOpSub BinOpDiv NameLoad Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr keyword Str keyword Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr keyword Str keyword Num Expr Call NameLoad NameLoad BinOpSub BinOpDiv NameLoad Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr keyword Str Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr keyword Str Expr Call NameLoad NameLoad BinOpSub BinOpDiv NameLoad Call AttributeLoad NameLoad attr keyword Str Num decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call NameLoad ListLoad Num Num AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call NameLoad ListLoad AttributeLoad NameLoad attr Num AttributeLoad NameLoad attr BinOpSub BinOpDiv Num Num Num Num Expr Call NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr keyword Num If CompareLtE Call NameLoad AttributeLoad NameLoad attr Num body Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad orelse Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore BinOpAdd Num Call AttributeLoad AttributeLoad NameLoad attr attr Call NameLoad Num BinOpSub Call NameLoad AttributeLoad NameLoad attr Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr keyword NameLoad If CompareLtE Call NameLoad AttributeLoad NameLoad attr Num body Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad orelse Expr Call AttributeLoad NameLoad attr NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Assign SubscriptStore NameLoad Slice Num AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr NameLoad SubscriptLoad AttributeLoad NameLoad attr Index Num Assign SubscriptStore NameLoad Slice Num AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr NameLoad SubscriptLoad AttributeLoad NameLoad attr Index Num Assign SubscriptStore NameLoad Slice AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Assign NameStore Call NameLoad ListLoad keyword ListLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Assign NameStore Call NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore SubscriptLoad AttributeLoad NameLoad attr ExtSlice Slice Index AttributeLoad NameLoad attr Assign NameStore SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr ExtSlice Slice Index AttributeLoad NameLoad attr Expr Call NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Num Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Call NameLoad NameLoad Call AttributeLoad NameLoad attr NameLoad With Call AttributeLoad NameLoad attr NameLoad body Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr AttributeLoad AttributeLoad NameLoad attr attr Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr NameLoad decorator_list decorator_list
N/A datetime datetime numpy nan N/A numpy np pandas Index Series notnull date_range pandas.tseries.index DatetimeIndex pandas.tseries.tdi TimedeltaIndex N/A pandas.core.datetools datetools pandas.util.testing assert_series_equal assert_almost_equal N/A pandas.util.testing tm common TestData TestSeriesTimeSeries N/A TestData N/A tm TestCase N/A N/A _multiprocess_can_split_ True test_shift N/A N/A self N/A N/A N/A shifted N/A N/A N/A self ts shift 1 N/A unshifted N/A N/A shifted shift -1 N/A N/A N/A tm assert_dict_equal N/A N/A unshifted valid N/A self ts compare_keys False N/A offset N/A datetools bday N/A shifted N/A N/A N/A self ts shift 1 freq offset N/A unshifted N/A N/A shifted shift -1 freq offset N/A N/A assert_series_equal unshifted N/A self ts N/A unshifted N/A N/A N/A self ts shift 0 freq offset N/A N/A assert_series_equal unshifted N/A self ts N/A shifted N/A N/A N/A self ts shift 1 freq B N/A unshifted N/A N/A shifted shift -1 freq B N/A N/A assert_series_equal unshifted N/A self ts N/A unshifted N/A N/A N/A self ts shift 0 N/A N/A assert_series_equal unshifted N/A self ts N/A ps N/A N/A tm makePeriodSeries N/A shifted N/A N/A ps shift 1 N/A unshifted N/A N/A shifted shift -1 N/A N/A N/A tm assert_dict_equal N/A N/A unshifted valid ps compare_keys False N/A shifted2 N/A N/A ps shift 1 B N/A shifted3 N/A N/A ps shift 1 N/A datetools bday N/A N/A assert_series_equal shifted2 shifted3 N/A N/A assert_series_equal ps N/A N/A shifted2 shift -1 B N/A N/A N/A self assertRaises ValueError N/A ps shift freq D N/A shifted4 N/A N/A ps shift 1 freq B N/A N/A assert_series_equal shifted2 shifted4 N/A shifted5 N/A N/A ps shift 1 freq N/A datetools bday N/A N/A assert_series_equal shifted5 shifted4 N/A index N/A date_range 2000-01-01 periods 5 N/A dtype N/A int32 int64 N/A N/A s1 N/A Series N/A N/A np arange 5 dtype dtype index index N/A p N/A N/A s1 iloc N/A 1 N/A result N/A N/A s1 shift periods p N/A expected N/A Series N/A N/A np nan 0 1 2 3 index index N/A N/A assert_series_equal result expected N/A s N/A Series N/A date_range 2000-01-01 09:00:00 periods 5 tz US/Eastern name foo N/A result N/A s N/A N/A s shift N/A N/A assert_series_equal result N/A Series N/A TimedeltaIndex N/A N/A NaT N/A N/A 1 days 4 name foo N/A s2 N/A Series N/A date_range 2000-01-01 09:00:00 periods 5 tz CET name foo N/A N/A N/A self assertRaises ValueError N/A N/A N/A N/A N/A s s2 N/A test_tshift N/A N/A self N/A N/A N/A ps N/A N/A tm makePeriodSeries N/A shifted N/A N/A ps tshift 1 N/A unshifted N/A N/A shifted tshift -1 N/A N/A assert_series_equal unshifted ps N/A shifted2 N/A N/A ps tshift freq B N/A N/A assert_series_equal shifted shifted2 N/A shifted3 N/A N/A ps tshift freq N/A datetools bday N/A N/A assert_series_equal shifted shifted3 N/A N/A N/A self assertRaises ValueError N/A ps tshift freq M N/A shifted N/A N/A N/A self ts tshift 1 N/A unshifted N/A N/A shifted tshift -1 N/A N/A assert_series_equal N/A self ts unshifted N/A shifted2 N/A N/A N/A self ts tshift freq N/A N/A N/A self ts index freq N/A N/A assert_series_equal shifted shifted2 N/A inferred_ts N/A Series N/A N/A self ts values N/A Index N/A N/A np asarray N/A N/A self ts index name ts N/A shifted N/A N/A inferred_ts tshift 1 N/A unshifted N/A N/A shifted tshift -1 N/A N/A assert_series_equal shifted N/A N/A N/A self ts tshift 1 N/A N/A assert_series_equal unshifted inferred_ts N/A no_freq N/A N/A self ts N/A N/A 0 5 7 N/A N/A N/A self assertRaises ValueError N/A no_freq tshift N/A test_truncate N/A N/A self N/A N/A N/A offset N/A datetools bday N/A ts N/A N/A self ts N/A 3 N/A N/A start end N/A N/A N/A N/A self ts index N/A 3 N/A N/A N/A self ts index N/A 6 N/A N/A start_missing end_missing N/A N/A N/A N/A self ts index N/A 2 N/A N/A N/A self ts index N/A 7 N/A truncated N/A N/A ts truncate N/A N/A assert_series_equal truncated ts N/A expected N/A ts N/A 1 3 N/A truncated N/A N/A ts truncate start end N/A N/A assert_series_equal truncated expected N/A truncated N/A N/A ts truncate start_missing end_missing N/A N/A assert_series_equal truncated expected N/A expected N/A ts N/A 1 N/A truncated N/A N/A ts truncate before start N/A N/A assert_series_equal truncated expected N/A truncated N/A N/A ts truncate before start_missing N/A N/A assert_series_equal truncated expected N/A expected N/A ts N/A 3 N/A truncated N/A N/A ts truncate after end N/A N/A assert_series_equal truncated expected N/A truncated N/A N/A ts truncate after end_missing N/A N/A assert_series_equal truncated expected N/A truncated N/A N/A ts truncate after N/A N/A N/A N/A self ts index N/A 0 offset N/A N/A N/A len truncated 0 N/A truncated N/A N/A ts truncate before N/A N/A N/A N/A self ts index N/A -1 offset N/A N/A N/A len truncated 0 N/A N/A N/A self assertRaises ValueError N/A ts truncate before N/A N/A N/A N/A self ts index N/A -1 offset after N/A N/A N/A N/A self ts index N/A 0 offset N/A test_asof N/A N/A self N/A N/A N/A N 50 N/A rng N/A date_range 1/1/1990 periods N freq 53s N/A ts N/A Series N/A N/A N/A np random randn N index rng N/A N/A ts N/A 15 30 N/A np nan N/A dates N/A date_range 1/1/1990 periods N/A N 3 freq 25s N/A result N/A N/A ts asof dates N/A N/A N/A self assertTrue N/A N/A N/A notnull result all N/A lb N/A N/A ts index N/A 14 N/A ub N/A N/A ts index N/A 30 N/A result N/A N/A ts asof N/A list dates N/A N/A N/A self assertTrue N/A N/A N/A notnull result all N/A lb N/A N/A ts index N/A 14 N/A ub N/A N/A ts index N/A 30 N/A mask N/A N/A N/A result index lb N/A N/A result index ub N/A rs N/A result N/A mask N/A N/A N/A self assertTrue N/A N/A N/A rs N/A ts N/A lb all N/A val N/A result N/A N/A N/A N/A result index N/A N/A N/A result index ub N/A 0 N/A N/A N/A self assertEqual N/A ts N/A ub val N/A N/A N/A self ts N/A 5 10 N/A np NaN N/A N/A N/A self ts N/A 15 20 N/A np NaN N/A val1 N/A N/A N/A self ts asof N/A N/A N/A self ts index N/A 7 N/A val2 N/A N/A N/A self ts asof N/A N/A N/A self ts index N/A 19 N/A N/A N/A self assertEqual val1 N/A N/A self 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N/A 4 8 N/A N/A assert_series_equal result expected N/A result N/A N/A ts copy N/A N/A result N/A 1990-01-01 04:00:00 1990-01-01 07:00:00 0 N/A N/A result N/A 1990-01-01 04:00:00 1990-01-01 07:00:00 N/A ts N/A 4 8 N/A N/A assert_series_equal result ts N/A lb 1990-01-01 04:00:00 N/A rb 1990-01-01 07:00:00 N/A result N/A ts N/A N/A N/A N/A ts index lb N/A N/A ts index rb N/A expected N/A ts N/A 4 8 N/A N/A assert_series_equal result expected N/A result N/A ts N/A N/A datetime 1990 1 1 4 N/A expected N/A ts N/A 4 N/A N/A N/A self assertEqual result expected N/A result N/A N/A ts copy N/A N/A result N/A N/A datetime 1990 1 1 4 0 N/A N/A result N/A N/A datetime 1990 1 1 4 N/A ts N/A 4 N/A N/A assert_series_equal result ts N/A result N/A ts N/A N/A datetime 1990 1 1 4 N/A datetime 1990 1 1 7 N/A expected N/A ts N/A 4 8 N/A N/A assert_series_equal result expected N/A result N/A N/A ts copy N/A N/A result N/A N/A datetime 1990 1 1 4 N/A datetime 1990 1 1 7 0 N/A N/A result N/A N/A datetime 1990 1 1 4 N/A datetime 1990 1 1 7 N/A ts N/A 4 8 N/A N/A assert_series_equal result ts N/A lb N/A datetime 1990 1 1 4 N/A rb N/A datetime 1990 1 1 7 N/A result N/A ts N/A N/A N/A N/A ts index lb N/A N/A ts index rb N/A expected N/A ts N/A 4 8 N/A N/A assert_series_equal result expected N/A result N/A ts N/A N/A N/A ts index N/A 4 N/A expected N/A ts N/A 4 N/A N/A N/A self assertEqual result expected N/A result N/A ts N/A N/A N/A ts index N/A 4 8 N/A expected N/A ts N/A 4 8 N/A N/A assert_series_equal result expected N/A result N/A N/A ts copy N/A N/A result N/A N/A N/A ts index N/A 4 8 0 N/A N/A result N/A 4 8 N/A ts N/A 4 8 N/A N/A assert_series_equal result ts N/A result N/A ts N/A 1990-01-02 N/A expected N/A ts N/A 24 48 N/A N/A assert_series_equal result expected N/A result N/A N/A ts copy N/A N/A result N/A 1990-01-02 0 N/A N/A result N/A 1990-01-02 N/A ts N/A 24 48 N/A N/A assert_series_equal result ts N/A test_getitem_setitem_datetime_tz_pytz N/A N/A self N/A N/A N/A N/A N/A tm _skip_if_no_pytz pytz timezone tz pandas date_range N/A N 50 N/A rng N/A date_range 1/1/1990 periods N freq H tz US/Eastern N/A ts N/A Series N/A N/A N/A np random randn N index rng N/A result N/A N/A ts copy N/A N/A result N/A 1990-01-01 09:00:00+00:00 0 N/A N/A result N/A 1990-01-01 09:00:00+00:00 N/A ts N/A 4 N/A N/A assert_series_equal result ts N/A result N/A N/A ts copy N/A N/A result N/A 1990-01-01 03:00:00-06:00 0 N/A N/A result N/A 1990-01-01 03:00:00-06:00 N/A ts N/A 4 N/A N/A assert_series_equal result ts N/A result N/A N/A ts copy N/A N/A result N/A N/A datetime 1990 1 1 9 tzinfo N/A tz UTC 0 N/A N/A result N/A N/A datetime 1990 1 1 9 tzinfo N/A tz UTC N/A ts N/A 4 N/A N/A assert_series_equal result ts N/A result N/A N/A ts copy N/A date N/A N/A N/A tz US/Central localize N/A datetime 1990 1 1 3 N/A N/A result N/A date 0 N/A N/A result N/A date N/A ts N/A 4 N/A N/A assert_series_equal result ts N/A test_getitem_setitem_datetime_tz_dateutil N/A N/A self N/A N/A N/A N/A N/A tm _skip_if_no_dateutil dateutil.tz tzutc pandas.tslib _dateutil_gettz gettz N/A tz N/A N/A N/A x N/A N/A N/A x UTC N/A tzutc N/A gettz x pandas date_range N/A N 50 N/A rng N/A date_range 1/1/1990 periods N freq H tz US/Eastern N/A ts N/A Series N/A N/A N/A np random randn N index rng N/A result N/A N/A ts copy N/A N/A result N/A 1990-01-01 09:00:00+00:00 0 N/A N/A result N/A 1990-01-01 09:00:00+00:00 N/A ts N/A 4 N/A N/A assert_series_equal result ts N/A result N/A N/A ts copy N/A N/A result N/A 1990-01-01 03:00:00-06:00 0 N/A N/A result N/A 1990-01-01 03:00:00-06:00 N/A ts N/A 4 N/A N/A assert_series_equal result ts N/A result N/A N/A ts copy N/A N/A result N/A N/A datetime 1990 1 1 9 tzinfo N/A tz UTC 0 N/A N/A result N/A N/A datetime 1990 1 1 9 tzinfo N/A tz UTC N/A ts N/A 4 N/A N/A assert_series_equal result ts N/A result N/A N/A ts copy N/A N/A result N/A N/A datetime 1990 1 1 3 tzinfo N/A tz US/Central 0 N/A N/A result N/A N/A datetime 1990 1 1 3 tzinfo N/A tz US/Central N/A ts N/A 4 N/A N/A assert_series_equal result ts N/A test_getitem_setitem_periodindex N/A N/A self N/A N/A pandas period_range N/A N 50 N/A rng N/A period_range 1/1/1990 periods N freq H N/A ts N/A Series N/A N/A N/A np random randn N index rng N/A result N/A ts N/A 1990-01-01 04 N/A expected N/A ts N/A 4 N/A N/A N/A self assertEqual result expected N/A result N/A N/A ts copy N/A N/A result N/A 1990-01-01 04 0 N/A N/A result N/A 1990-01-01 04 N/A ts N/A 4 N/A N/A assert_series_equal result ts N/A result N/A ts N/A 1990-01-01 04 1990-01-01 07 N/A expected N/A ts N/A 4 8 N/A N/A assert_series_equal result expected N/A result N/A N/A ts copy N/A N/A result N/A 1990-01-01 04 1990-01-01 07 0 N/A N/A result N/A 1990-01-01 04 1990-01-01 07 N/A ts N/A 4 8 N/A N/A assert_series_equal result ts N/A lb 1990-01-01 04 N/A rb 1990-01-01 07 N/A result N/A ts N/A N/A N/A N/A ts index lb N/A N/A ts index rb N/A expected N/A ts N/A 4 8 N/A N/A assert_series_equal result expected N/A result N/A ts N/A N/A N/A ts index N/A 4 N/A expected N/A ts N/A 4 N/A N/A N/A self assertEqual result expected N/A result N/A ts N/A N/A N/A ts index N/A 4 8 N/A expected N/A ts N/A 4 8 N/A N/A assert_series_equal result expected N/A result N/A N/A ts copy N/A N/A result N/A N/A N/A ts index N/A 4 8 0 N/A N/A result N/A 4 8 N/A ts N/A 4 8 N/A N/A assert_series_equal result ts N/A test_asof_periodindex N/A N/A self N/A N/A pandas period_range PeriodIndex N/A N 50 N/A rng N/A period_range 1/1/1990 periods N freq H N/A ts N/A Series N/A N/A N/A np random randn N index rng N/A N/A ts N/A 15 30 N/A np nan N/A dates N/A date_range 1/1/1990 periods N/A N 3 freq 37min N/A result N/A N/A ts asof dates N/A N/A N/A self assertTrue N/A N/A N/A notnull result all N/A lb N/A N/A ts index N/A 14 N/A ub N/A N/A ts index N/A 30 N/A result N/A N/A ts asof N/A list dates N/A N/A N/A self assertTrue N/A N/A N/A notnull result all N/A lb N/A N/A ts index N/A 14 N/A ub N/A N/A ts index N/A 30 N/A pix N/A PeriodIndex N/A N/A result index values freq H N/A mask N/A N/A pix lb N/A pix ub N/A rs N/A result N/A mask N/A N/A N/A self assertTrue N/A N/A N/A rs N/A ts N/A lb all N/A N/A ts N/A 5 10 N/A np NaN N/A N/A ts N/A 15 20 N/A np NaN N/A val1 N/A N/A ts asof N/A N/A ts index N/A 7 N/A val2 N/A N/A ts asof N/A N/A ts index N/A 19 N/A N/A N/A self assertEqual val1 N/A ts N/A 4 N/A N/A N/A self assertEqual val2 N/A ts N/A 14 N/A val1 N/A N/A ts asof N/A str N/A N/A ts index N/A 7 N/A N/A N/A self assertEqual val1 N/A ts N/A 4 N/A N/A N/A self assertEqual N/A N/A ts asof N/A N/A ts index N/A 3 N/A ts N/A 3 N/A d N/A N/A N/A N/A N/A ts index N/A 0 to_timestamp N/A datetools bday N/A N/A N/A self assertTrue N/A N/A np isnan N/A N/A ts asof d N/A test_asof_more N/A N/A self N/A N/A pandas date_range N/A s N/A Series N/A nan nan 1 2 nan nan 3 4 5 index N/A date_range 1/1/2000 periods 9 N/A dates N/A N/A s index N/A N/A 4 5 6 2 1 N/A result N/A N/A s asof dates N/A expected N/A Series N/A 2 2 3 1 N/A np nan index dates N/A N/A assert_series_equal result expected N/A s N/A Series N/A 1.5 2.5 1 2 nan nan 3 4 5 index N/A date_range 1/1/2000 periods 9 N/A result N/A N/A s asof N/A N/A s index N/A 0 N/A N/A N/A self assertEqual result N/A s N/A 0 N/A test_asfreq N/A N/A self N/A N/A N/A ts N/A Series N/A 0.0 1.0 2.0 index N/A N/A datetime 2009 10 30 N/A datetime 2009 11 30 N/A datetime 2009 12 31 N/A daily_ts N/A N/A ts asfreq B N/A monthly_ts N/A N/A daily_ts asfreq BM N/A N/A N/A self assert_numpy_array_equal monthly_ts ts N/A daily_ts N/A N/A ts asfreq B method pad N/A monthly_ts N/A N/A daily_ts asfreq BM N/A N/A N/A self assert_numpy_array_equal monthly_ts ts N/A daily_ts N/A N/A ts asfreq N/A datetools bday N/A monthly_ts N/A N/A daily_ts asfreq N/A datetools bmonthEnd N/A N/A N/A self assert_numpy_array_equal monthly_ts ts N/A result N/A N/A N/A ts N/A 0 asfreq M N/A N/A N/A self assertEqual N/A len result 0 N/A N/A N/A self assertIsNot result ts N/A test_diff N/A N/A self N/A N/A N/A N/A N/A N/A self ts diff N/A a 10000000000000000 N/A b N/A a 1 N/A s N/A Series N/A a b N/A rs N/A N/A s diff N/A N/A N/A self assertEqual N/A rs N/A 1 1 N/A rs N/A N/A N/A self ts diff -1 N/A xp N/A N/A self ts N/A N/A N/A self ts shift -1 N/A N/A assert_series_equal rs xp N/A rs N/A N/A N/A self ts diff 0 N/A xp N/A N/A self ts N/A self ts N/A N/A assert_series_equal rs xp N/A s N/A Series N/A date_range 20130102 periods 5 N/A rs N/A s N/A N/A s shift 1 N/A xp N/A N/A s diff N/A N/A assert_series_equal rs xp N/A nrs N/A rs N/A N/A rs shift 1 N/A nxp N/A N/A xp diff N/A N/A assert_series_equal nrs nxp N/A s N/A Series N/A date_range 2000-01-01 09:00:00 periods 5 tz US/Eastern name foo N/A result N/A N/A s diff N/A N/A assert_series_equal result N/A Series N/A TimedeltaIndex N/A N/A NaT N/A N/A 1 days 4 name foo N/A test_pct_change N/A N/A self N/A N/A N/A rs N/A N/A N/A self ts pct_change fill_method None N/A N/A assert_series_equal rs N/A N/A N/A self ts N/A N/A N/A self ts shift 1 1 N/A rs N/A N/A N/A self ts pct_change 2 N/A filled N/A N/A N/A self ts fillna method pad N/A N/A assert_series_equal rs N/A N/A filled N/A N/A filled shift 2 1 N/A rs N/A N/A N/A self ts pct_change fill_method bfill limit 1 N/A filled N/A N/A N/A self ts fillna method bfill limit 1 N/A N/A assert_series_equal rs N/A N/A filled N/A N/A filled shift 1 1 N/A rs N/A N/A N/A self ts pct_change freq 5D N/A filled N/A N/A N/A self ts fillna method pad N/A N/A assert_series_equal rs N/A N/A filled N/A N/A filled shift freq 5D 1 N/A test_pct_change_shift_over_nas N/A N/A self N/A N/A N/A s N/A Series N/A 1.0 1.5 N/A np nan 2.5 3.0 N/A chg N/A N/A s pct_change N/A expected N/A Series N/A N/A np nan 0.5 N/A np nan N/A N/A 2.5 1.5 1 0.2 N/A N/A assert_series_equal chg expected N/A test_autocorr N/A N/A self N/A N/A N/A corr1 N/A N/A N/A self ts autocorr N/A corr2 N/A N/A N/A self ts autocorr lag 1 N/A N/A N/A len N/A self ts 2 N/A N/A N/A N/A self assertTrue N/A N/A np isnan corr1 N/A N/A N/A self assertTrue N/A N/A np isnan corr2 N/A N/A N/A N/A self assertEqual corr1 corr2 N/A n N/A 1 N/A N/A N/A np random randint N/A max 1 N/A N/A len N/A self ts 2 N/A corr1 N/A N/A N/A self ts corr N/A N/A N/A self ts shift n N/A corr2 N/A N/A N/A self ts autocorr lag n N/A N/A N/A len N/A self ts 2 N/A N/A N/A N/A self assertTrue N/A N/A np isnan corr1 N/A N/A N/A self assertTrue N/A N/A np isnan corr2 N/A N/A N/A N/A self assertEqual corr1 corr2 N/A test_first_last_valid N/A N/A self N/A N/A N/A ts N/A N/A N/A self ts copy N/A N/A ts N/A 5 N/A np NaN N/A index N/A N/A ts first_valid_index N/A N/A N/A self assertEqual index N/A N/A ts index N/A 5 N/A N/A ts N/A -5 N/A np NaN N/A index N/A N/A ts last_valid_index N/A N/A N/A self assertEqual index N/A N/A ts index N/A -6 N/A N/A ts N/A N/A np nan N/A N/A N/A self assertIsNone N/A N/A ts last_valid_index N/A N/A N/A self assertIsNone N/A N/A ts first_valid_index N/A ser N/A Series N/A index N/A N/A N/A N/A self assertIsNone N/A N/A ser last_valid_index N/A N/A N/A self assertIsNone N/A N/A ser first_valid_index N/A empty N/A Series N/A N/A N/A self assertIsNone N/A N/A empty last_valid_index N/A N/A N/A self assertIsNone N/A N/A empty first_valid_index N/A test_mpl_compat_hack N/A N/A self N/A N/A N/A result N/A N/A self ts N/A N/A N/A N/A np newaxis N/A expected N/A N/A N/A self ts values N/A N/A N/A N/A np newaxis N/A N/A assert_almost_equal result expected N/A test_timeseries_coercion N/A N/A self N/A N/A N/A idx N/A N/A tm makeDateIndex 10000 N/A ser N/A Series N/A N/A N/A np random randn N/A len idx N/A N/A idx astype object N/A N/A N/A tm assert_produces_warning FutureWarning N/A N/A N/A N/A self assertTrue N/A ser is_time_series N/A N/A N/A self assertTrue N/A N/A ser index is_all_dates N/A N/A N/A self assertIsInstance N/A ser index DatetimeIndex N/A N/A