{ "commit_hash": "97d2399ea3629d760fcc52b32df41aa7618242f0", "date": 1572365803000, "ended_at": { "algorithms.Duplicated.time_duplicated": 1572457218000, "algorithms.DuplicatedUniqueIndex.time_duplicated_unique": 1572457227000, "algorithms.Factorize.time_factorize": 1572457248000, "algorithms.FactorizeUnique.time_factorize": 1572457267000, "algorithms.Hashing.time_frame": 1572457456000, "algorithms.Hashing.time_series_categorical": 1572457457000, "algorithms.Hashing.time_series_dates": 1572457458000, "algorithms.Hashing.time_series_float": 1572457460000, "algorithms.Hashing.time_series_int": 1572457461000, "algorithms.Hashing.time_series_string": 1572457464000, "algorithms.Hashing.time_series_timedeltas": 1572457466000, "algorithms.MaybeConvertObjects.time_maybe_convert_objects": 1572457268000, "algorithms.Quantile.time_quantile": 1572457447000, "algorithms.SortIntegerArray.time_argsort": 1572457450000, "attrs_caching.CacheReadonly.time_cache_readonly": 1572404869000, "attrs_caching.DataFrameAttributes.time_get_index": 1572404875000, "attrs_caching.DataFrameAttributes.time_set_index": 1572404881000, "binary_ops.AddOverflowArray.time_add_overflow_arr_mask_nan": 1572404884000, "binary_ops.AddOverflowArray.time_add_overflow_arr_rev": 1572404886000, "binary_ops.AddOverflowArray.time_add_overflow_b_mask_nan": 1572404889000, "binary_ops.AddOverflowArray.time_add_overflow_both_arg_nan": 1572404892000, "binary_ops.AddOverflowScalar.time_add_overflow_scalar": 1572404898000, "binary_ops.Ops.time_frame_add": 1572404906000, "binary_ops.Ops.time_frame_comparison": 1572404915000, "binary_ops.Ops.time_frame_mult": 1572404923000, "binary_ops.Ops.time_frame_multi_and": 1572404939000, "binary_ops.Ops2.time_frame_dot": 1572404940000, "binary_ops.Ops2.time_frame_float_div": 1572404942000, "binary_ops.Ops2.time_frame_float_div_by_zero": 1572404943000, "binary_ops.Ops2.time_frame_float_floor_by_zero": 1572404945000, "binary_ops.Ops2.time_frame_float_mod": 1572404950000, "binary_ops.Ops2.time_frame_int_div_by_zero": 1572404951000, "binary_ops.Ops2.time_frame_int_mod": 1572404952000, "binary_ops.Ops2.time_frame_series_dot": 1572404953000, "binary_ops.Ops2.time_series_dot": 1572404955000, "binary_ops.Timeseries.time_series_timestamp_compare": 1572404961000, "binary_ops.Timeseries.time_timestamp_ops_diff": 1572404966000, "binary_ops.Timeseries.time_timestamp_ops_diff_with_shift": 1572404975000, "binary_ops.Timeseries.time_timestamp_series_compare": 1572404981000, "categoricals.CategoricalSlicing.time_getitem_bool_array": 1572404996000, "categoricals.CategoricalSlicing.time_getitem_list": 1572405003000, "categoricals.CategoricalSlicing.time_getitem_list_like": 1572405017000, "categoricals.CategoricalSlicing.time_getitem_scalar": 1572405023000, "categoricals.CategoricalSlicing.time_getitem_slice": 1572405035000, "categoricals.Concat.time_concat": 1572405042000, "categoricals.Concat.time_union": 1572405044000, "categoricals.Constructor.time_all_nan": 1572405046000, "categoricals.Constructor.time_datetimes": 1572405050000, "categoricals.Constructor.time_datetimes_with_nat": 1572405055000, "categoricals.Constructor.time_existing_categorical": 1572405057000, "categoricals.Constructor.time_existing_series": 1572405060000, "categoricals.Constructor.time_fastpath": 1572405061000, "categoricals.Constructor.time_from_codes_all_int8": 1572405063000, "categoricals.Constructor.time_regular": 1572405069000, "categoricals.Constructor.time_with_nan": 1572405074000, "categoricals.Contains.time_categorical_contains": 1572405079000, "categoricals.Contains.time_categorical_index_contains": 1572405081000, "categoricals.Indexing.time_align": 1572405084000, "categoricals.Indexing.time_get_loc": 1572405085000, "categoricals.Indexing.time_intersection": 1572405086000, "categoricals.Indexing.time_reindex": 1572405092000, "categoricals.Indexing.time_reindex_missing": 1572405093000, "categoricals.Indexing.time_shallow_copy": 1572405095000, "categoricals.Indexing.time_shape": 1572405098000, "categoricals.Indexing.time_sort_values": 1572405099000, "categoricals.Indexing.time_unique": 1572405101000, "categoricals.IsMonotonic.time_categorical_index_is_monotonic_decreasing": 1572405102000, "categoricals.IsMonotonic.time_categorical_index_is_monotonic_increasing": 1572405103000, "categoricals.IsMonotonic.time_categorical_series_is_monotonic_decreasing": 1572405105000, "categoricals.IsMonotonic.time_categorical_series_is_monotonic_increasing": 1572405107000, "categoricals.Isin.time_isin_categorical": 1572405114000, "categoricals.Rank.time_rank_int": 1572405118000, "categoricals.Rank.time_rank_int_cat": 1572405122000, "categoricals.Rank.time_rank_int_cat_ordered": 1572405126000, "categoricals.Rank.time_rank_string": 1572405130000, "categoricals.Rank.time_rank_string_cat": 1572405133000, "categoricals.Rank.time_rank_string_cat_ordered": 1572405136000, "categoricals.RemoveCategories.time_remove_categories": 1572405139000, "categoricals.Repr.time_rendering": 1572405141000, "categoricals.SearchSorted.time_categorical_contains": 1572405142000, "categoricals.SearchSorted.time_categorical_index_contains": 1572405144000, "categoricals.SetCategories.time_set_categories": 1572405149000, "categoricals.ValueCounts.time_value_counts": 1572405157000, "ctors.MultiIndexConstructor.time_multiindex_from_iterables": 1572405160000, "ctors.SeriesConstructors.time_series_constructor": 1572405175000, "ctors.SeriesDtypesConstructors.time_dtindex_from_index_with_series": 1572405177000, "ctors.SeriesDtypesConstructors.time_dtindex_from_series": 1572405179000, "ctors.SeriesDtypesConstructors.time_index_from_array_floats": 1572405180000, "ctors.SeriesDtypesConstructors.time_index_from_array_string": 1572405182000, "dtypes.Dtypes.time_pandas_dtype": 1572405329000, "dtypes.DtypesInvalid.time_pandas_dtype_invalid": 1572405337000, "eval.Eval.time_add": 1572405351000, "eval.Eval.time_and": 1572405363000, "eval.Eval.time_chained_cmp": 1572405374000, "eval.Eval.time_mult": 1572405388000, "eval.Query.time_query_datetime_column": 1572405392000, "eval.Query.time_query_datetime_index": 1572405396000, "eval.Query.time_query_with_boolean_selection": 1572405397000, "frame_ctor.FromDicts.time_list_of_dict": 1572405399000, "frame_ctor.FromDicts.time_nested_dict": 1572405401000, "frame_ctor.FromDicts.time_nested_dict_columns": 1572405403000, "frame_ctor.FromDicts.time_nested_dict_index": 1572405405000, "frame_ctor.FromDicts.time_nested_dict_index_columns": 1572405407000, "frame_ctor.FromDicts.time_nested_dict_int64": 1572405412000, "frame_ctor.FromDictwithTimestamp.time_dict_with_timestamp_offsets": 1572405419000, "frame_ctor.FromLists.time_frame_from_lists": 1572405420000, "frame_ctor.FromNDArray.time_frame_from_ndarray": 1572405423000, "frame_ctor.FromRecords.time_frame_from_records_generator": 1572405423000, "frame_ctor.FromSeries.time_mi_series": 1572405428000, "frame_methods.Apply.time_apply_axis_1": 1572405429000, "frame_methods.Apply.time_apply_lambda_mean": 1572405433000, "frame_methods.Apply.time_apply_np_mean": 1572405438000, "frame_methods.Apply.time_apply_pass_thru": 1572405440000, "frame_methods.Apply.time_apply_ref_by_name": 1572405446000, "frame_methods.Apply.time_apply_user_func": 1572405452000, "frame_methods.Count.time_count_level_mixed_dtypes_multi": 1572405459000, "frame_methods.Count.time_count_level_multi": 1572405465000, "frame_methods.Describe.time_dataframe_describe": 1572405468000, "frame_methods.Describe.time_series_describe": 1572405469000, "frame_methods.Dropna.time_dropna": 1572405491000, "frame_methods.Dropna.time_dropna_axis_mixed_dtypes": 1572405500000, "frame_methods.Dtypes.time_frame_dtypes": 1572405504000, "frame_methods.Duplicated.time_frame_duplicated": 1572405509000, "frame_methods.Duplicated.time_frame_duplicated_wide": 1572405514000, "frame_methods.Equals.time_frame_float_equal": 1572405518000, "frame_methods.Equals.time_frame_float_unequal": 1572405521000, "frame_methods.Equals.time_frame_nonunique_equal": 1572405522000, "frame_methods.Equals.time_frame_nonunique_unequal": 1572405529000, "frame_methods.Equals.time_frame_object_equal": 1572405531000, "frame_methods.Equals.time_frame_object_unequal": 1572405532000, "frame_methods.Fillna.time_frame_fillna": 1572405539000, "frame_methods.GetDtypeCounts.time_frame_get_dtype_counts": 1572405540000, "frame_methods.GetDtypeCounts.time_info": 1572405542000, "frame_methods.GetNumericData.time_frame_get_numeric_data": 1572405546000, "frame_methods.Interpolate.time_interpolate": 1572405556000, "frame_methods.Interpolate.time_interpolate_some_good": 1572405559000, "frame_methods.Isnull.time_isnull": 1572405561000, "frame_methods.Isnull.time_isnull_floats_no_null": 1572405563000, "frame_methods.Isnull.time_isnull_obj": 1572405565000, "frame_methods.Isnull.time_isnull_strngs": 1572405566000, "frame_methods.Iteration.mem_itertuples_raw_start": 1572405567000, "frame_methods.Iteration.mem_itertuples_raw_to_list": 1572405604000, "frame_methods.Iteration.mem_itertuples_read_first": 1572405605000, "frame_methods.Iteration.mem_itertuples_start": 1572405606000, "frame_methods.Iteration.mem_itertuples_to_list": 1572405622000, "frame_methods.Iteration.peakmem_itertuples": 1572405625000, "frame_methods.Iteration.peakmem_itertuples_raw": 1572405626000, "frame_methods.Iteration.peakmem_itertuples_raw_read_first": 1572405627000, "frame_methods.Iteration.peakmem_itertuples_raw_start": 1572405629000, "frame_methods.Iteration.peakmem_itertuples_raw_to_list": 1572405631000, "frame_methods.Iteration.peakmem_itertuples_start": 1572405632000, "frame_methods.Iteration.peakmem_itertuples_to_list": 1572405635000, "frame_methods.Iteration.time_items": 1572405643000, "frame_methods.Iteration.time_items_cached": 1572405647000, "frame_methods.Iteration.time_iteritems_indexing": 1572405653000, "frame_methods.Iteration.time_iterrows": 1572405657000, "frame_methods.Iteration.time_itertuples": 1572405662000, "frame_methods.Iteration.time_itertuples_raw_read_first": 1572405667000, "frame_methods.Iteration.time_itertuples_raw_start": 1572405671000, "frame_methods.Iteration.time_itertuples_raw_tuples": 1572405676000, "frame_methods.Iteration.time_itertuples_raw_tuples_to_list": 1572405681000, "frame_methods.Iteration.time_itertuples_read_first": 1572405687000, "frame_methods.Iteration.time_itertuples_start": 1572405693000, "frame_methods.Iteration.time_itertuples_to_list": 1572405699000, "frame_methods.Lookup.time_frame_fancy_lookup": 1572405705000, "frame_methods.Lookup.time_frame_fancy_lookup_all": 1572405710000, "frame_methods.MaskBool.time_frame_mask_bools": 1572405714000, "frame_methods.MaskBool.time_frame_mask_floats": 1572405718000, "frame_methods.NSort.time_nlargest_one_column": 1572405723000, "frame_methods.NSort.time_nlargest_two_columns": 1572405729000, "frame_methods.NSort.time_nsmallest_one_column": 1572405733000, "frame_methods.NSort.time_nsmallest_two_columns": 1572405739000, "frame_methods.Nunique.time_frame_nunique": 1572405741000, "frame_methods.Quantile.time_frame_quantile": 1572405747000, "frame_methods.Reindex.time_reindex_axis0": 1572405749000, "frame_methods.Reindex.time_reindex_axis1": 1572405752000, "frame_methods.Reindex.time_reindex_both_axes": 1572405757000, "frame_methods.Reindex.time_reindex_upcast": 1572405761000, "frame_methods.Rename.time_dict_rename_both_axes": 1572405765000, "frame_methods.Rename.time_rename_axis0": 1572405769000, "frame_methods.Rename.time_rename_axis1": 1572405773000, "frame_methods.Rename.time_rename_both_axes": 1572405777000, "frame_methods.Rename.time_rename_single": 1572405780000, "frame_methods.Repr.time_frame_repr_wide": 1572405783000, "frame_methods.Repr.time_html_repr_trunc_mi": 1572405786000, "frame_methods.Repr.time_html_repr_trunc_si": 1572405788000, "frame_methods.Repr.time_repr_tall": 1572405793000, "frame_methods.SelectDtypes.time_select_dtypes": 1572405799000, "frame_methods.Shift.time_shift": 1572405806000, "frame_methods.SortIndexByColumns.time_frame_sort_values_by_columns": 1572405807000, "frame_methods.SortValues.time_frame_sort_values": 1572405817000, "frame_methods.ToHTML.time_to_html_mixed": 1572405819000, "frame_methods.ToString.time_to_string_floats": 1572405822000, "frame_methods.XS.time_frame_xs": 1572405845000, "gil.ParallelDatetimeFields.time_datetime_field_day": 1572405848000, "gil.ParallelDatetimeFields.time_datetime_field_daysinmonth": 1572405851000, "gil.ParallelDatetimeFields.time_datetime_field_normalize": 1572405853000, "gil.ParallelDatetimeFields.time_datetime_field_year": 1572405856000, "gil.ParallelDatetimeFields.time_datetime_to_period": 1572405860000, "gil.ParallelDatetimeFields.time_period_to_datetime": 1572405865000, "gil.ParallelFactorize.time_loop": 1572405866000, "gil.ParallelFactorize.time_parallel": 1572405868000, "gil.ParallelGroupbyMethods.time_loop": 1572405929000, "gil.ParallelGroupbyMethods.time_parallel": 1572405954000, "gil.ParallelGroups.time_get_groups": 1572405962000, "gil.ParallelKth.time_kth_smallest": 1572405966000, "gil.ParallelReadCSV.time_read_csv": 1572405975000, "gil.ParallelRolling.time_rolling": 1572405991000, "gil.ParallelTake1D.time_take1d": 1572405994000, "groupby.AggFunctions.time_different_numpy_functions": 1572414480000, "groupby.AggFunctions.time_different_python_functions_multicol": 1572414486000, "groupby.AggFunctions.time_different_python_functions_singlecol": 1572414487000, "groupby.AggFunctions.time_different_str_functions": 1572414491000, "groupby.Apply.time_copy_function_multi_col": 1572414494000, "groupby.Apply.time_copy_overhead_single_col": 1572414496000, "groupby.Apply.time_scalar_function_multi_col": 1572414502000, "groupby.Apply.time_scalar_function_single_col": 1572414504000, "groupby.ApplyDictReturn.time_groupby_apply_dict_return": 1572405997000, "groupby.Categories.time_groupby_extra_cat_nosort": 1572405999000, "groupby.Categories.time_groupby_extra_cat_sort": 1572406003000, "groupby.Categories.time_groupby_nosort": 1572406006000, "groupby.Categories.time_groupby_ordered_nosort": 1572406009000, "groupby.Categories.time_groupby_ordered_sort": 1572406013000, "groupby.Categories.time_groupby_sort": 1572406018000, "groupby.CountMultiDtype.time_multi_count": 1572414507000, "groupby.CountMultiInt.time_multi_int_count": 1572414508000, "groupby.CountMultiInt.time_multi_int_nunique": 1572414511000, "groupby.DateAttributes.time_len_groupby_object": 1572406019000, "groupby.Datelike.time_sum": 1572406022000, "groupby.Float32.time_sum": 1572406025000, "groupby.GroupByMethods.time_dtype_as_field": 1572406571000, "groupby.GroupByMethods.time_dtype_as_group": 1572407158000, "groupby.GroupManyLabels.time_sum": 1572407161000, "groupby.GroupStrings.time_multi_columns": 1572407167000, "groupby.Groups.time_series_groups": 1572414519000, "groupby.Int64.time_overflow": 1572407168000, "groupby.MultiColumn.time_col_select_lambda_sum": 1572414522000, "groupby.MultiColumn.time_col_select_numpy_sum": 1572414527000, "groupby.MultiColumn.time_cython_sum": 1572414531000, "groupby.MultiColumn.time_lambda_sum": 1572414536000, "groupby.Nth.time_frame_nth": 1572407189000, "groupby.Nth.time_frame_nth_any": 1572407195000, "groupby.Nth.time_groupby_nth_all": 1572407200000, "groupby.Nth.time_series_nth": 1572407220000, "groupby.Nth.time_series_nth_all": 1572407227000, "groupby.Nth.time_series_nth_any": 1572407233000, "groupby.RankWithTies.time_rank_ties": 1572407342000, "groupby.Size.time_category_size": 1572407343000, "groupby.Size.time_multi_size": 1572407346000, "groupby.SumBools.time_groupby_sum_booleans": 1572407352000, "groupby.SumMultiLevel.time_groupby_sum_multiindex": 1572407357000, "groupby.Transform.time_transform_lambda_max": 1572407359000, "groupby.Transform.time_transform_multi_key1": 1572407362000, "groupby.Transform.time_transform_multi_key2": 1572407365000, "groupby.Transform.time_transform_multi_key3": 1572407367000, "groupby.Transform.time_transform_multi_key4": 1572407369000, "groupby.Transform.time_transform_ufunc_max": 1572407371000, "groupby.TransformBools.time_transform_mean": 1572407372000, "groupby.TransformNaN.time_first": 1572407373000, "index_cached_properties.IndexCache.time_engine": 1572407377000, "index_cached_properties.IndexCache.time_inferred_type": 1572407380000, "index_cached_properties.IndexCache.time_is_all_dates": 1572407383000, "index_cached_properties.IndexCache.time_is_monotonic": 1572407387000, "index_cached_properties.IndexCache.time_is_monotonic_decreasing": 1572407390000, "index_cached_properties.IndexCache.time_is_monotonic_increasing": 1572407393000, "index_cached_properties.IndexCache.time_is_unique": 1572407397000, "index_cached_properties.IndexCache.time_shape": 1572407400000, "index_cached_properties.IndexCache.time_values": 1572407403000, "index_object.Datetime.time_is_dates_only": 1572407408000, "index_object.Float64IndexMethod.time_get_loc": 1572407410000, "index_object.GC.peakmem_gc_instances": 1572407412000, "index_object.IndexAppend.time_append_int_list": 1572407418000, "index_object.IndexAppend.time_append_obj_list": 1572407426000, "index_object.IndexAppend.time_append_range_list": 1572407432000, "index_object.Indexing.time_boolean_array": 1572407462000, "index_object.Indexing.time_boolean_series": 1572407491000, "index_object.Indexing.time_get": 1572407521000, "index_object.Indexing.time_get_loc": 1572407550000, "index_object.Indexing.time_get_loc_non_unique": 1572407581000, "index_object.Indexing.time_get_loc_non_unique_sorted": 1572407611000, "index_object.Indexing.time_get_loc_sorted": 1572407644000, "index_object.Indexing.time_slice": 1572407673000, "index_object.Indexing.time_slice_step": 1572407702000, "index_object.IntervalIndexMethod.time_intersection": 1572407706000, "index_object.IntervalIndexMethod.time_intersection_both_duplicate": 1572407712000, "index_object.IntervalIndexMethod.time_intersection_one_duplicate": 1572407716000, "index_object.IntervalIndexMethod.time_is_unique": 1572407719000, "index_object.IntervalIndexMethod.time_monotonic_inc": 1572407722000, "index_object.Ops.time_add": 1572407727000, "index_object.Ops.time_divide": 1572407732000, "index_object.Ops.time_modulo": 1572407742000, "index_object.Ops.time_multiply": 1572407747000, "index_object.Ops.time_subtract": 1572407752000, "index_object.Range.time_get_loc_dec": 1572407754000, "index_object.Range.time_get_loc_inc": 1572407756000, "index_object.Range.time_max": 1572407760000, "index_object.Range.time_max_trivial": 1572407764000, "index_object.Range.time_min": 1572407768000, "index_object.Range.time_min_trivial": 1572407771000, "index_object.SetDisjoint.time_datetime_difference_disjoint": 1572407773000, "index_object.SetOperations.time_operation": 1572407822000, "indexing.AssignTimeseriesIndex.time_frame_assign_timeseries_index": 1572407823000, "indexing.CategoricalIndexIndexing.time_get_indexer_list": 1572407832000, "indexing.CategoricalIndexIndexing.time_get_loc_scalar": 1572407838000, "indexing.CategoricalIndexIndexing.time_getitem_bool_array": 1572407844000, "indexing.CategoricalIndexIndexing.time_getitem_list": 1572407856000, "indexing.CategoricalIndexIndexing.time_getitem_list_like": 1572407862000, "indexing.CategoricalIndexIndexing.time_getitem_scalar": 1572407868000, "indexing.CategoricalIndexIndexing.time_getitem_slice": 1572407872000, "indexing.ChainIndexing.time_chained_indexing": 1572407875000, "indexing.DataFrameNumericIndexing.time_bool_indexer": 1572407878000, "indexing.DataFrameNumericIndexing.time_iloc": 1572407881000, "indexing.DataFrameNumericIndexing.time_iloc_dups": 1572407882000, "indexing.DataFrameNumericIndexing.time_loc": 1572407886000, "indexing.DataFrameNumericIndexing.time_loc_dups": 1572407887000, "indexing.DataFrameStringIndexing.time_boolean_rows": 1572407888000, "indexing.DataFrameStringIndexing.time_boolean_rows_object": 1572407889000, "indexing.DataFrameStringIndexing.time_getitem_scalar": 1572407892000, "indexing.DataFrameStringIndexing.time_ix": 1572407897000, "indexing.DataFrameStringIndexing.time_loc": 1572407899000, "indexing.GetItemSingleColumn.time_frame_getitem_single_column_int": 1572407905000, "indexing.GetItemSingleColumn.time_frame_getitem_single_column_label": 1572407911000, "indexing.InsertColumns.time_assign_with_setitem": 1572407915000, "indexing.InsertColumns.time_insert": 1572407917000, "indexing.IntervalIndexing.time_getitem_list": 1572414542000, "indexing.IntervalIndexing.time_getitem_scalar": 1572414543000, "indexing.IntervalIndexing.time_loc_list": 1572414544000, "indexing.IntervalIndexing.time_loc_scalar": 1572414545000, "indexing.MethodLookup.time_lookup_iloc": 1572414547000, "indexing.MethodLookup.time_lookup_ix": 1572414550000, "indexing.MethodLookup.time_lookup_loc": 1572414551000, "indexing.MultiIndexing.time_frame_ix": 1572407919000, "indexing.MultiIndexing.time_index_slice": 1572407921000, "indexing.MultiIndexing.time_series_ix": 1572407923000, "indexing.NonNumericSeriesIndexing.time_getitem_label_slice": 1572407976000, "indexing.NonNumericSeriesIndexing.time_getitem_list_like": 1572408021000, "indexing.NonNumericSeriesIndexing.time_getitem_pos_slice": 1572408084000, "indexing.NonNumericSeriesIndexing.time_getitem_scalar": 1572408129000, "indexing.NumericSeriesIndexing.time_getitem_array": 1572408149000, "indexing.NumericSeriesIndexing.time_getitem_list_like": 1572408163000, "indexing.NumericSeriesIndexing.time_getitem_lists": 1572408183000, "indexing.NumericSeriesIndexing.time_getitem_scalar": 1572408215000, "indexing.NumericSeriesIndexing.time_getitem_slice": 1572408239000, "indexing.NumericSeriesIndexing.time_iloc_array": 1572408266000, "indexing.NumericSeriesIndexing.time_iloc_list_like": 1572408286000, "indexing.NumericSeriesIndexing.time_iloc_scalar": 1572408306000, "indexing.NumericSeriesIndexing.time_iloc_slice": 1572408325000, "indexing.NumericSeriesIndexing.time_ix_array": 1572408346000, "indexing.NumericSeriesIndexing.time_ix_list_like": 1572408361000, "indexing.NumericSeriesIndexing.time_ix_scalar": 1572408383000, "indexing.NumericSeriesIndexing.time_ix_slice": 1572408410000, "indexing.NumericSeriesIndexing.time_loc_array": 1572408430000, "indexing.NumericSeriesIndexing.time_loc_list_like": 1572408442000, "indexing.NumericSeriesIndexing.time_loc_scalar": 1572408461000, "indexing.NumericSeriesIndexing.time_loc_slice": 1572408484000, "indexing.Take.time_take": 1572408487000, "indexing_engines.NumericEngineIndexing.time_get_loc": 1572408535000, "indexing_engines.ObjectEngineIndexing.time_get_loc": 1572408540000, "inference.DateInferOps.time_add_timedeltas": 1572414554000, "inference.DateInferOps.time_subtract_datetimes": 1572414556000, "inference.DateInferOps.time_timedelta_plus_datetime": 1572414558000, "inference.MaybeConvertNumeric.time_convert": 1572414561000, "inference.NumericInferOps.time_add": 1572408556000, "inference.NumericInferOps.time_divide": 1572408586000, "inference.NumericInferOps.time_modulo": 1572408602000, "inference.NumericInferOps.time_multiply": 1572408618000, "inference.NumericInferOps.time_subtract": 1572408634000, "inference.ToNumeric.time_from_float": 1572408638000, "inference.ToNumeric.time_from_numeric_str": 1572408640000, "inference.ToNumeric.time_from_str": 1572408644000, "inference.ToNumericDowncast.time_downcast": 1572408757000, "io.csv.ParseDateComparison.time_read_csv_dayfirst": 1572408762000, "io.csv.ParseDateComparison.time_to_datetime_dayfirst": 1572408766000, "io.csv.ParseDateComparison.time_to_datetime_format_DD_MM_YYYY": 1572408774000, "io.csv.ReadCSVCachedParseDates.time_read_csv_cached": 1572408782000, "io.csv.ReadCSVCategorical.time_convert_direct": 1572408783000, "io.csv.ReadCSVCategorical.time_convert_post": 1572408786000, "io.csv.ReadCSVComment.time_comment": 1572408787000, "io.csv.ReadCSVConcatDatetime.time_read_csv": 1572408788000, "io.csv.ReadCSVConcatDatetimeBadDateValue.time_read_csv": 1572408800000, "io.csv.ReadCSVDInferDatetimeFormat.time_read_csv": 1572408819000, "io.csv.ReadCSVFloatPrecision.time_read_csv": 1572408853000, "io.csv.ReadCSVFloatPrecision.time_read_csv_python_engine": 1572408870000, "io.csv.ReadCSVMemoryGrowth.mem_parser_chunks": 1572408870000, "io.csv.ReadCSVParseDates.time_baseline": 1572408871000, "io.csv.ReadCSVParseDates.time_multiple_date": 1572408872000, "io.csv.ReadCSVParseSpecialDate.time_read_special_date": 1572408878000, "io.csv.ReadCSVSkipRows.time_skipprows": 1572408886000, "io.csv.ReadCSVThousands.time_thousands": 1572408904000, "io.csv.ReadUint64Integers.time_read_uint64": 1572408905000, "io.csv.ReadUint64Integers.time_read_uint64_na_values": 1572408907000, "io.csv.ReadUint64Integers.time_read_uint64_neg_values": 1572408909000, "io.csv.ToCSV.time_frame": 1572408921000, "io.csv.ToCSVDatetime.time_frame_date_formatting": 1572408923000, "io.csv.ToCSVDatetimeBig.time_frame": 1572408929000, "io.excel.ReadExcel.time_read_excel": 1572414571000, "io.excel.WriteExcel.time_write_excel": 1572408932000, "io.hdf.HDF.time_read_hdf": 1572408941000, "io.hdf.HDF.time_write_hdf": 1572408945000, "io.hdf.HDFStoreDataFrame.time_query_store_table": 1572408948000, "io.hdf.HDFStoreDataFrame.time_query_store_table_wide": 1572408952000, "io.hdf.HDFStoreDataFrame.time_read_store": 1572408958000, "io.hdf.HDFStoreDataFrame.time_read_store_mixed": 1572408965000, "io.hdf.HDFStoreDataFrame.time_read_store_table": 1572408968000, "io.hdf.HDFStoreDataFrame.time_read_store_table_mixed": 1572408971000, "io.hdf.HDFStoreDataFrame.time_read_store_table_wide": 1572408975000, "io.hdf.HDFStoreDataFrame.time_store_info": 1572408982000, "io.hdf.HDFStoreDataFrame.time_store_repr": 1572408985000, "io.hdf.HDFStoreDataFrame.time_store_str": 1572408987000, "io.hdf.HDFStoreDataFrame.time_write_store": 1572408993000, "io.hdf.HDFStoreDataFrame.time_write_store_mixed": 1572408995000, "io.hdf.HDFStoreDataFrame.time_write_store_table": 1572408999000, "io.hdf.HDFStoreDataFrame.time_write_store_table_dc": 1572409009000, "io.hdf.HDFStoreDataFrame.time_write_store_table_mixed": 1572409013000, "io.hdf.HDFStoreDataFrame.time_write_store_table_wide": 1572409016000, "io.json.ReadJSON.time_read_json": 1572409032000, "io.json.ReadJSONLines.peakmem_read_json_lines": 1572409034000, "io.json.ReadJSONLines.peakmem_read_json_lines_concat": 1572409035000, "io.json.ReadJSONLines.time_read_json_lines": 1572409038000, "io.json.ReadJSONLines.time_read_json_lines_concat": 1572409041000, "io.json.ToJSON.peakmem_to_json": 1572409056000, "io.json.ToJSON.peakmem_to_json_wide": 1572409070000, "io.json.ToJSON.time_to_json": 1572409137000, "io.json.ToJSON.time_to_json_wide": 1572409255000, "io.json.ToJSONLines.time_delta_int_tstamp_lines": 1572409261000, "io.json.ToJSONLines.time_float_int_lines": 1572409266000, "io.json.ToJSONLines.time_float_int_str_lines": 1572409271000, "io.json.ToJSONLines.time_floats_with_dt_index_lines": 1572409276000, "io.json.ToJSONLines.time_floats_with_int_idex_lines": 1572409280000, "io.json.ToJSONMem.peakmem_float": 1572414574000, "io.json.ToJSONMem.peakmem_int": 1572414576000, "io.msgpack.MSGPack.time_read_msgpack": 1572409284000, "io.msgpack.MSGPack.time_write_msgpack": 1572409285000, "io.parsers.ConcatDateCols.time_check_concat": 1572409296000, "io.parsers.DoesStringLookLikeDatetime.time_check_datetimes": 1572409301000, "io.pickle.Pickle.time_read_pickle": 1572409304000, "io.pickle.Pickle.time_write_pickle": 1572409306000, "io.sas.SAS.time_read_msgpack": 1572409311000, "io.sql.ReadSQLTable.time_read_sql_table_all": 1572409313000, "io.sql.ReadSQLTable.time_read_sql_table_parse_dates": 1572409317000, "io.sql.ReadSQLTableDtypes.time_read_sql_table_column": 1572409342000, "io.sql.SQL.time_read_sql_query": 1572409345000, "io.sql.SQL.time_to_sql_dataframe": 1572409351000, "io.sql.WriteSQLDtypes.time_read_sql_query_select_column": 1572409384000, "io.sql.WriteSQLDtypes.time_to_sql_dataframe_column": 1572409416000, "io.stata.Stata.time_read_stata": 1572409439000, "io.stata.Stata.time_write_stata": 1572409474000, "io.stata.StataMissing.time_read_stata": 1572409521000, "io.stata.StataMissing.time_write_stata": 1572409572000, "join_merge.Align.time_series_align_int64_index": 1572409574000, "join_merge.Align.time_series_align_left_monotonic": 1572409578000, "join_merge.Append.time_append_homogenous": 1572409579000, "join_merge.Append.time_append_mixed": 1572409583000, "join_merge.Concat.time_concat_empty_left": 1572409590000, "join_merge.Concat.time_concat_empty_right": 1572409597000, "join_merge.Concat.time_concat_mixed_ndims": 1572409601000, "join_merge.Concat.time_concat_series": 1572409609000, "join_merge.Concat.time_concat_small_frames": 1572409611000, "join_merge.ConcatDataFrames.time_c_ordered": 1572409617000, "join_merge.ConcatDataFrames.time_f_ordered": 1572409622000, "join_merge.I8Merge.time_i8merge": 1572409634000, "join_merge.Join.time_join_dataframe_index_multi": 1572409646000, "join_merge.Join.time_join_dataframe_index_shuffle_key_bigger_sort": 1572409654000, "join_merge.Join.time_join_dataframe_index_single_key_bigger": 1572409662000, "join_merge.Join.time_join_dataframe_index_single_key_small": 1572409669000, "join_merge.JoinIndex.time_left_outer_join_index": 1572409672000, "join_merge.JoinNonUnique.time_join_non_unique_equal": 1572409674000, "join_merge.Merge.time_merge_2intkey": 1572409680000, "join_merge.Merge.time_merge_dataframe_integer_2key": 1572409686000, "join_merge.Merge.time_merge_dataframe_integer_key": 1572409688000, "join_merge.MergeAsof.time_by_int": 1572409717000, "join_merge.MergeAsof.time_by_object": 1572409749000, "join_merge.MergeAsof.time_multiby": 1572409770000, "join_merge.MergeAsof.time_on_int": 1572409804000, "join_merge.MergeAsof.time_on_int32": 1572409839000, "join_merge.MergeAsof.time_on_uint64": 1572409873000, "join_merge.MergeCategoricals.time_merge_cat": 1572409874000, "join_merge.MergeCategoricals.time_merge_object": 1572409876000, "join_merge.MergeOrdered.time_merge_ordered": 1572409879000, "multiindex_object.CategoricalLevel.time_categorical_level": 1572409880000, "multiindex_object.Duplicated.time_duplicated": 1572409883000, "multiindex_object.Duplicates.time_remove_unused_levels": 1572409885000, "multiindex_object.GetLoc.time_large_get_loc": 1572409887000, "multiindex_object.GetLoc.time_large_get_loc_warm": 1572409889000, "multiindex_object.GetLoc.time_med_get_loc": 1572409891000, "multiindex_object.GetLoc.time_med_get_loc_warm": 1572409893000, "multiindex_object.GetLoc.time_small_get_loc_warm": 1572409895000, "multiindex_object.GetLoc.time_string_get_loc": 1572409897000, "multiindex_object.Integer.time_get_indexer": 1572409902000, "multiindex_object.Integer.time_is_monotonic": 1572409903000, "multiindex_object.Sortlevel.time_sortlevel_int64": 1572409905000, "multiindex_object.Sortlevel.time_sortlevel_one": 1572409909000, "multiindex_object.Sortlevel.time_sortlevel_zero": 1572409913000, "multiindex_object.Values.time_datetime_level_values_copy": 1572414578000, "multiindex_object.Values.time_datetime_level_values_sliced": 1572414580000, "offset.ApplyIndex.time_apply_index": 1572409948000, "offset.OffestDatetimeArithmetic.time_add": 1572410051000, "offset.OffestDatetimeArithmetic.time_add_10": 1572410114000, "offset.OffestDatetimeArithmetic.time_apply": 1572410210000, "offset.OffestDatetimeArithmetic.time_apply_np_dt64": 1572410308000, "offset.OffestDatetimeArithmetic.time_subtract": 1572410373000, "offset.OffestDatetimeArithmetic.time_subtract_10": 1572410418000, "offset.OffsetDatetimeIndexArithmetic.time_add_offset": 1572410459000, "offset.OffsetSeriesArithmetic.time_add_offset": 1572410508000, "offset.OnOffset.time_on_offset": 1572410568000, "package.TimeImport.time_import": 1572410628000, "period.Algorithms.time_drop_duplicates": 1572410636000, "period.Algorithms.time_value_counts": 1572410643000, "period.DataFramePeriodColumn.time_set_index": 1572410645000, "period.DataFramePeriodColumn.time_setitem_period_column": 1572410646000, "period.Indexing.time_align": 1572410651000, "period.Indexing.time_get_loc": 1572410653000, "period.Indexing.time_intersection": 1572410654000, "period.Indexing.time_series_loc": 1572410656000, "period.Indexing.time_shallow_copy": 1572410657000, "period.Indexing.time_shape": 1572410660000, "period.Indexing.time_unique": 1572410663000, "period.PeriodConstructor.time_period_constructor": 1572410674000, "period.PeriodIndexConstructor.time_from_date_range": 1572410687000, "period.PeriodIndexConstructor.time_from_ints": 1572410693000, "period.PeriodIndexConstructor.time_from_ints_daily": 1572410698000, "period.PeriodIndexConstructor.time_from_pydatetime": 1572410700000, "period.PeriodProperties.time_property": 1572410798000, "period.PeriodUnaryMethods.time_asfreq": 1572410800000, "period.PeriodUnaryMethods.time_now": 1572410808000, "period.PeriodUnaryMethods.time_to_timestamp": 1572410814000, "plotting.FramePlotting.time_frame_plot": 1572410826000, "plotting.Misc.time_plot_andrews_curves": 1572410829000, "plotting.SeriesPlotting.time_series_plot": 1572410839000, "plotting.TimeseriesPlotting.time_plot_irregular": 1572410840000, "plotting.TimeseriesPlotting.time_plot_regular": 1572410843000, "plotting.TimeseriesPlotting.time_plot_regular_compat": 1572410844000, "plotting.TimeseriesPlotting.time_plot_table": 1572410849000, "reindex.Align.time_align_series_irregular_string": 1572410850000, "reindex.DropDuplicates.time_frame_drop_dups": 1572410855000, "reindex.DropDuplicates.time_frame_drop_dups_bool": 1572410857000, "reindex.DropDuplicates.time_frame_drop_dups_int": 1572410863000, "reindex.DropDuplicates.time_frame_drop_dups_na": 1572410868000, "reindex.DropDuplicates.time_series_drop_dups_int": 1572410875000, "reindex.DropDuplicates.time_series_drop_dups_string": 1572410882000, "reindex.Fillna.time_float_32": 1572410885000, "reindex.Fillna.time_reindexed": 1572410887000, "reindex.LevelAlign.time_align_level": 1572410890000, "reindex.LevelAlign.time_reindex_level": 1572410893000, "reindex.LibFastZip.time_lib_fast_zip": 1572410895000, "reindex.Reindex.time_reindex_columns": 1572410898000, "reindex.Reindex.time_reindex_dates": 1572410900000, "reindex.Reindex.time_reindex_multiindex": 1572410902000, "reindex.ReindexMethod.time_reindex_method": 1572410914000, "replace.Convert.time_replace": 1572410928000, "replace.FillNa.time_fillna": 1572410938000, "replace.FillNa.time_replace": 1572410942000, "replace.ReplaceDict.time_replace_series": 1572410960000, "replace.ReplaceList.time_replace_list": 1572410968000, "replace.ReplaceList.time_replace_list_one_match": 1572410973000, "reshape.Crosstab.time_crosstab": 1572410974000, "reshape.Crosstab.time_crosstab_normalize": 1572410975000, "reshape.Crosstab.time_crosstab_normalize_margins": 1572410978000, "reshape.Crosstab.time_crosstab_values": 1572410979000, "reshape.Cut.peakmem_cut_interval": 1572410982000, "reshape.Cut.time_cut_datetime": 1572410988000, "reshape.Cut.time_cut_float": 1572410999000, "reshape.Cut.time_cut_int": 1572411008000, "reshape.Cut.time_cut_interval": 1572411016000, "reshape.Cut.time_cut_timedelta": 1572411021000, "reshape.Cut.time_qcut_datetime": 1572411032000, "reshape.Cut.time_qcut_float": 1572411038000, "reshape.Cut.time_qcut_int": 1572411052000, "reshape.Cut.time_qcut_timedelta": 1572411062000, "reshape.Explode.time_explode": 1572411076000, "reshape.GetDummies.time_get_dummies_1d": 1572411081000, "reshape.GetDummies.time_get_dummies_1d_sparse": 1572411082000, "reshape.Melt.time_melt_dataframe": 1572411084000, "reshape.Pivot.time_reshape_pivot_time_series": 1572411088000, "reshape.PivotTable.time_pivot_table": 1572411094000, "reshape.PivotTable.time_pivot_table_agg": 1572411096000, "reshape.PivotTable.time_pivot_table_categorical": 1572411101000, "reshape.PivotTable.time_pivot_table_categorical_observed": 1572411104000, "reshape.PivotTable.time_pivot_table_margins": 1572411107000, "reshape.SimpleReshape.time_stack": 1572411109000, "reshape.SimpleReshape.time_unstack": 1572411110000, "reshape.SparseIndex.time_unstack": 1572411116000, "reshape.Unstack.time_full_product": 1572411120000, "reshape.Unstack.time_without_last_row": 1572411126000, "reshape.WideToLong.time_wide_to_long_big": 1572411127000, "rolling.Apply.time_rolling": 1572411264000, "rolling.EWMMethods.time_ewm": 1572411318000, "rolling.ExpandingMethods.time_expanding": 1572411413000, "rolling.Methods.peakmem_rolling": 1572411440000, "rolling.Methods.time_rolling": 1572411617000, "rolling.Pairwise.time_pairwise": 1572411661000, "rolling.PeakMemFixed.peakmem_fixed": 1572411663000, "rolling.Quantile.time_quantile": 1572411982000, "rolling.VariableWindowMethods.peakmem_rolling": 1572412022000, "rolling.VariableWindowMethods.time_rolling": 1572412189000, "series_methods.All.time_all": 1572412196000, "series_methods.Any.time_any": 1572412203000, "series_methods.Clip.time_clip": 1572412209000, "series_methods.Dir.time_dir_strings": 1572412210000, "series_methods.Dropna.time_dropna": 1572412215000, "series_methods.IsIn.time_isin": 1572412224000, "series_methods.IsInFloat64.time_isin_few_different": 1572412226000, "series_methods.IsInFloat64.time_isin_many_different": 1572412228000, "series_methods.IsInFloat64.time_isin_nan_values": 1572412229000, "series_methods.IsInForObjects.time_isin_long_series_long_values": 1572412230000, "series_methods.IsInForObjects.time_isin_long_series_long_values_floats": 1572412232000, "series_methods.IsInForObjects.time_isin_long_series_short_values": 1572412237000, "series_methods.IsInForObjects.time_isin_nans": 1572412239000, "series_methods.IsInForObjects.time_isin_short_series_long_values": 1572412243000, "series_methods.Map.time_map": 1572412265000, "series_methods.NSort.time_nlargest": 1572412268000, "series_methods.NSort.time_nsmallest": 1572412283000, "series_methods.NanOps.time_func": 1572412562000, "series_methods.SearchSorted.time_searchsorted": 1572412572000, "series_methods.SeriesConstructor.time_constructor": 1572412579000, "series_methods.SeriesGetattr.time_series_datetimeindex_repr": 1572412581000, "series_methods.ValueCounts.time_value_counts": 1572412591000, "sparse.Arithmetic.time_add": 1572412612000, "sparse.Arithmetic.time_divide": 1572412622000, "sparse.Arithmetic.time_intersect": 1572412635000, "sparse.Arithmetic.time_make_union": 1572412650000, "sparse.ArithmeticBlock.time_addition": 1572412655000, "sparse.ArithmeticBlock.time_division": 1572412660000, "sparse.ArithmeticBlock.time_intersect": 1572412666000, "sparse.ArithmeticBlock.time_make_union": 1572412671000, "sparse.FromCoo.time_sparse_series_from_coo": 1572412677000, "sparse.SparseArrayConstructor.time_sparse_array": 1572412710000, "sparse.SparseDataFrameConstructor.time_from_scipy": 1572412712000, "sparse.SparseSeriesToFrame.time_series_to_frame": 1572412716000, "sparse.ToCoo.time_sparse_series_to_coo": 1572412717000, "stat_ops.Correlation.peakmem_corr_wide": 1572412739000, "stat_ops.Correlation.time_corr": 1572412749000, "stat_ops.Correlation.time_corr_series": 1572412754000, "stat_ops.Correlation.time_corr_wide": 1572412784000, "stat_ops.Correlation.time_corr_wide_nans": 1572412860000, "stat_ops.Correlation.time_corrwith_cols": 1572412866000, "stat_ops.Correlation.time_corrwith_rows": 1572412884000, "stat_ops.Covariance.time_cov_series": 1572412890000, "stat_ops.FrameMultiIndexOps.time_op": 1572412959000, "stat_ops.FrameOps.time_op": 1572413161000, "stat_ops.Rank.time_average_old": 1572413177000, "stat_ops.Rank.time_rank": 1572413193000, "stat_ops.SeriesMultiIndexOps.time_op": 1572413246000, "stat_ops.SeriesOps.time_op": 1572413372000, "strings.Cat.time_cat": 1572413425000, "strings.Contains.time_contains": 1572413431000, "strings.Dummies.time_get_dummies": 1572413441000, "strings.Encode.time_encode_decode": 1572413442000, "strings.Methods.time_center": 1572413444000, "strings.Methods.time_count": 1572413445000, "strings.Methods.time_endswith": 1572413452000, "strings.Methods.time_extract": 1572413456000, "strings.Methods.time_find": 1572413458000, "strings.Methods.time_findall": 1572413461000, "strings.Methods.time_get": 1572413462000, "strings.Methods.time_join": 1572413464000, "strings.Methods.time_len": 1572413469000, "strings.Methods.time_lower": 1572413475000, "strings.Methods.time_lstrip": 1572413481000, "strings.Methods.time_match": 1572413483000, "strings.Methods.time_normalize": 1572413484000, "strings.Methods.time_pad": 1572413486000, "strings.Methods.time_partition": 1572413490000, "strings.Methods.time_replace": 1572413491000, "strings.Methods.time_rfind": 1572413493000, "strings.Methods.time_rpartition": 1572413497000, "strings.Methods.time_rstrip": 1572413498000, "strings.Methods.time_slice": 1572413504000, "strings.Methods.time_startswith": 1572413510000, "strings.Methods.time_strip": 1572413517000, "strings.Methods.time_title": 1572413518000, "strings.Methods.time_translate": 1572413520000, "strings.Methods.time_upper": 1572413526000, "strings.Methods.time_wrap": 1572413528000, "strings.Methods.time_zfill": 1572413529000, "strings.Repeat.time_repeat": 1572413534000, "strings.Slice.time_vector_slice": 1572413538000, "strings.Split.time_rsplit": 1572413545000, "strings.Split.time_split": 1572413550000, "timedelta.DatetimeAccessor.time_dt_accessor": 1572414586000, "timedelta.DatetimeAccessor.time_timedelta_days": 1572414590000, "timedelta.DatetimeAccessor.time_timedelta_microseconds": 1572414594000, "timedelta.DatetimeAccessor.time_timedelta_nanoseconds": 1572414598000, "timedelta.DatetimeAccessor.time_timedelta_seconds": 1572414602000, "timedelta.TimedeltaConstructor.time_from_components": 1572413554000, "timedelta.TimedeltaConstructor.time_from_datetime_timedelta": 1572413556000, "timedelta.TimedeltaConstructor.time_from_int": 1572413558000, "timedelta.TimedeltaConstructor.time_from_iso_format": 1572413561000, "timedelta.TimedeltaConstructor.time_from_missing": 1572413567000, "timedelta.TimedeltaConstructor.time_from_np_timedelta": 1572413568000, "timedelta.TimedeltaConstructor.time_from_string": 1572413570000, "timedelta.TimedeltaConstructor.time_from_unit": 1572413572000, "timedelta.TimedeltaIndexing.time_align": 1572413575000, "timedelta.TimedeltaIndexing.time_get_loc": 1572413577000, "timedelta.TimedeltaIndexing.time_intersection": 1572413583000, "timedelta.TimedeltaIndexing.time_series_loc": 1572413584000, "timedelta.TimedeltaIndexing.time_shallow_copy": 1572413586000, "timedelta.TimedeltaIndexing.time_shape": 1572413589000, "timedelta.TimedeltaIndexing.time_union": 1572413590000, "timedelta.TimedeltaIndexing.time_unique": 1572413593000, "timedelta.TimedeltaOps.time_add_td_ts": 1572413595000, "timedelta.TimedeltaProperties.time_timedelta_days": 1572414609000, "timedelta.TimedeltaProperties.time_timedelta_microseconds": 1572414615000, "timedelta.TimedeltaProperties.time_timedelta_nanoseconds": 1572414616000, "timedelta.TimedeltaProperties.time_timedelta_seconds": 1572414622000, "timedelta.ToTimedelta.time_convert_int": 1572413599000, "timedelta.ToTimedelta.time_convert_string_days": 1572413604000, "timedelta.ToTimedelta.time_convert_string_seconds": 1572413607000, "timedelta.ToTimedeltaErrors.time_convert": 1572413610000, "timeseries.AsOf.time_asof": 1572413614000, "timeseries.AsOf.time_asof_nan": 1572413617000, "timeseries.AsOf.time_asof_nan_single": 1572413625000, "timeseries.AsOf.time_asof_single": 1572413637000, "timeseries.AsOf.time_asof_single_early": 1572413644000, "timeseries.DatetimeAccessor.time_dt_accessor": 1572413648000, "timeseries.DatetimeAccessor.time_dt_accessor_date": 1572413653000, "timeseries.DatetimeAccessor.time_dt_accessor_day_name": 1572413658000, "timeseries.DatetimeAccessor.time_dt_accessor_month_name": 1572413678000, "timeseries.DatetimeAccessor.time_dt_accessor_normalize": 1572413684000, "timeseries.DatetimeAccessor.time_dt_accessor_time": 1572413689000, "timeseries.DatetimeAccessor.time_dt_accessor_year": 1572413700000, "timeseries.DatetimeIndex.time_add_timedelta": 1572413727000, "timeseries.DatetimeIndex.time_get": 1572413736000, "timeseries.DatetimeIndex.time_normalize": 1572413756000, "timeseries.DatetimeIndex.time_timeseries_is_month_start": 1572413777000, "timeseries.DatetimeIndex.time_to_date": 1572413795000, "timeseries.DatetimeIndex.time_to_pydatetime": 1572413818000, "timeseries.DatetimeIndex.time_to_time": 1572413837000, "timeseries.DatetimeIndex.time_unique": 1572413848000, "timeseries.Factorize.time_factorize": 1572413855000, "timeseries.InferFreq.time_infer_freq": 1572413866000, "timeseries.IrregularOps.time_add": 1572413871000, "timeseries.Iteration.time_iter": 1572413878000, "timeseries.Iteration.time_iter_preexit": 1572413885000, "timeseries.Lookup.time_lookup_and_cleanup": 1572413886000, "timeseries.ResampleDataFrame.time_method": 1572413902000, "timeseries.ResampleDatetetime64.time_resample": 1572413903000, "timeseries.ResampleSeries.time_resample": 1572413929000, "timeseries.ResetIndex.time_reest_datetimeindex": 1572413933000, "timeseries.SortIndex.time_get_slice": 1572413943000, "timeseries.SortIndex.time_sort_index": 1572413950000, "timeseries.TimeDatetimeConverter.time_convert": 1572413952000, "timeseries.ToDatetimeCache.time_dup_seconds_and_unit": 1572413955000, "timeseries.ToDatetimeCache.time_dup_string_dates": 1572413961000, "timeseries.ToDatetimeCache.time_dup_string_dates_and_format": 1572413967000, "timeseries.ToDatetimeCache.time_dup_string_tzoffset_dates": 1572413974000, "timeseries.ToDatetimeCache.time_unique_seconds_and_unit": 1572413977000, "timeseries.ToDatetimeCacheSmallCount.time_unique_date_strings": 1572414002000, "timeseries.ToDatetimeFormat.time_exact": 1572414007000, "timeseries.ToDatetimeFormat.time_no_exact": 1572414012000, "timeseries.ToDatetimeFormatQuarters.time_infer_quarter": 1572414014000, "timeseries.ToDatetimeISO8601.time_iso8601": 1572414016000, "timeseries.ToDatetimeISO8601.time_iso8601_format": 1572414018000, "timeseries.ToDatetimeISO8601.time_iso8601_format_no_sep": 1572414020000, "timeseries.ToDatetimeISO8601.time_iso8601_nosep": 1572414022000, "timeseries.ToDatetimeISO8601.time_iso8601_tz_spaceformat": 1572414023000, "timeseries.ToDatetimeNONISO8601.time_different_offset": 1572414025000, "timeseries.ToDatetimeNONISO8601.time_same_offset": 1572414026000, "timeseries.ToDatetimeYYYYMMDD.time_format_YYYYMMDD": 1572414028000, "timeseries.TzLocalize.time_infer_dst": 1572414039000, "timestamp.TimestampAcrossDst.time_replace_across_dst": 1572414045000, "timestamp.TimestampConstruction.time_fromordinal": 1572414050000, "timestamp.TimestampConstruction.time_fromtimestamp": 1572414055000, "timestamp.TimestampConstruction.time_parse_dateutil": 1572414059000, "timestamp.TimestampConstruction.time_parse_iso8601_no_tz": 1572414064000, "timestamp.TimestampConstruction.time_parse_iso8601_tz": 1572414070000, "timestamp.TimestampConstruction.time_parse_now": 1572414071000, "timestamp.TimestampConstruction.time_parse_today": 1572414077000, "timestamp.TimestampOps.time_ceil": 1572414094000, "timestamp.TimestampOps.time_floor": 1572414111000, "timestamp.TimestampOps.time_normalize": 1572414121000, "timestamp.TimestampOps.time_replace_None": 1572414129000, "timestamp.TimestampOps.time_replace_tz": 1572414144000, "timestamp.TimestampOps.time_to_julian_date": 1572414161000, "timestamp.TimestampOps.time_to_pydatetime": 1572414169000, "timestamp.TimestampOps.time_tz_convert": 1572414186000, "timestamp.TimestampOps.time_tz_localize": 1572414191000, "timestamp.TimestampProperties.time_dayofweek": 1572414200000, "timestamp.TimestampProperties.time_dayofyear": 1572414210000, "timestamp.TimestampProperties.time_days_in_month": 1572414219000, "timestamp.TimestampProperties.time_freqstr": 1572414231000, "timestamp.TimestampProperties.time_is_leap_year": 1572414240000, "timestamp.TimestampProperties.time_is_month_end": 1572414257000, "timestamp.TimestampProperties.time_is_month_start": 1572414273000, "timestamp.TimestampProperties.time_is_quarter_end": 1572414289000, "timestamp.TimestampProperties.time_is_quarter_start": 1572414305000, "timestamp.TimestampProperties.time_is_year_end": 1572414322000, "timestamp.TimestampProperties.time_is_year_start": 1572414338000, "timestamp.TimestampProperties.time_microsecond": 1572414373000, "timestamp.TimestampProperties.time_month_name": 1572414392000, "timestamp.TimestampProperties.time_quarter": 1572414401000, "timestamp.TimestampProperties.time_tz": 1572414409000, "timestamp.TimestampProperties.time_week": 1572414419000, "timestamp.TimestampProperties.time_weekday_name": 1572414460000 }, "env_name": "virtualenv-py3.6-Cython-matplotlib-numexpr-numpy-odfpy-openpyxl-pytest-scipy-sqlalchemy-tables-xlrd-xlsxwriter-xlwt", "params": { "Cython": "", "arch": "x86_64", "cpu": "Intel(R) Core(TM) i7-6800K CPU @ 3.40GHz", "machine": "Falcon", "matplotlib": "", "numexpr": "", "numpy": "", "odfpy": "", "openpyxl": "", "os": "Linux 4.4.0-81-generic", "pytest": "", "python": "3.6", "ram": "128GB", "scipy": "", "sqlalchemy": "", "tables": "", "xlrd": "", "xlsxwriter": "", "xlwt": "" }, "profiles": {}, "python": "3.6", "requirements": { "Cython": "", "matplotlib": "", "numexpr": "", "numpy": "", "odfpy": "", "openpyxl": "", "pytest": "", "scipy": "", "sqlalchemy": "", "tables": "", "xlrd": "", "xlsxwriter": "", "xlwt": "" }, "results": { "algorithms.Duplicated.time_duplicated": { "params": [ [ "'first'", "'last'", "False" ], [ "'int'", "'uint'", "'float'", "'string'" ] ], "result": [ 0.00294041048, 0.0029422133900000014, 0.0038448699399999996, 0.01144360996, 0.0029231723500000007, 0.0029123187299999985, 0.0036902314900000024, 0.011083471079999997, 0.003032486969999999, 0.0027762162699999982, 0.004385045569999999, 0.0136760606 ] }, "algorithms.DuplicatedUniqueIndex.time_duplicated_unique": { "params": [ [ "'int'", "'uint'", "'float'", "'string'" ] ], "result": [ 5.618382239999999e-06, 5.751180979999999e-06, 5.669439470000001e-06, 5.6077655599999995e-06 ] }, "algorithms.Factorize.time_factorize": { "params": [ [ "True", "False" ], [ "'int'", "'uint'", "'float'", "'string'" ] ], "result": [ 0.007369944759999996, 0.006981046579999996, 0.02167017470000001, 0.09725873729999997, 0.004172249360000002, 0.00377014929, 0.006049959880000002, 0.020919172100000005 ] }, "algorithms.FactorizeUnique.time_factorize": { "params": [ [ "True", "False" ], [ "'int'", "'uint'", "'float'", "'string'" ] ], "result": [ 0.00632163751, 0.0058523206399999994, 0.005746307280000001, 0.0840605471, 0.004277057019999999, 0.0037468531800000007, 0.0037742635999999984, 0.00826865926 ] }, "algorithms.Hashing.time_frame": 0.016023674789999998, "algorithms.Hashing.time_series_categorical": 0.003549839240000001, "algorithms.Hashing.time_series_dates": 0.0023699841200000016, "algorithms.Hashing.time_series_float": 0.0023666166499999998, "algorithms.Hashing.time_series_int": 0.00239229653, "algorithms.Hashing.time_series_string": 0.010798523789999997, "algorithms.Hashing.time_series_timedeltas": 0.002372767870000001, "algorithms.MaybeConvertObjects.time_maybe_convert_objects": 7.19939329999999e-06, "algorithms.Quantile.time_quantile": { "params": [ [ "0", "0.5", "1" ], [ "'linear'", "'nearest'", "'lower'", "'higher'", "'midpoint'" ], [ "'float'", "'int'", "'uint'" ] ], "result": [ 0.002063536559999999, 0.001583633268, 0.0019462317229999994, 0.0016031536229999999, 0.001136024608, 0.0013065547699999999, 0.001570681273, 0.0011319277099999998, 0.0013081925269999998, 0.001606475862, 0.0011417883669999998, 0.001311283285, 0.002121400309999999, 0.001601316772, 0.0019298631280000001, 0.0030447256600000007, 0.0011618816190000004, 0.0011841663020000005, 0.003096709160000002, 0.001124402275, 0.00112769781, 0.0030031177100000007, 0.0011077466299999998, 0.0011113974829999997, 0.0030340175499999986, 0.0011083408449999999, 0.0011173868329999999, 0.0030502684, 0.0011655313009999997, 0.0011841774230000005, 0.00179204552, 0.0011635297710000003, 0.001185390935, 0.0014677118269999995, 0.0011162436599999998, 0.0011194625999999999, 0.001452735004, 0.0011061713149999996, 0.001121035327, 0.0014418108300000001, 0.0011152620189999998, 0.0011312259, 0.0018065314179999995, 0.001171591211, 0.001177390902 ] }, "algorithms.SortIntegerArray.time_argsort": { "params": [ [ "1000", "100000" ] ], "result": [ 3.943205970000001e-05, 0.0026190232200000007 ] }, "attrs_caching.CacheReadonly.time_cache_readonly": 1.2692519049999998e-07, "attrs_caching.DataFrameAttributes.time_get_index": 1.7705685450000002e-07, "attrs_caching.DataFrameAttributes.time_set_index": 1.8497432099999997e-06, "binary_ops.AddOverflowArray.time_add_overflow_arr_mask_nan": 0.008765191080000002, "binary_ops.AddOverflowArray.time_add_overflow_arr_rev": 0.005161842250000001, "binary_ops.AddOverflowArray.time_add_overflow_b_mask_nan": 0.00874339264, "binary_ops.AddOverflowArray.time_add_overflow_both_arg_nan": 0.00898444955, "binary_ops.AddOverflowScalar.time_add_overflow_scalar": { "params": [ [ "1", "-1", "0" ] ], "result": [ 0.0042404324999999994, 0.004210371909999999, 0.00412015193 ] }, "binary_ops.Ops.time_frame_add": { "params": [ [ "True", "False" ], [ "'default'", "1" ] ], "result": [ 0.013343227370000004, 0.00481200432, 0.00471896949, 0.00475392716 ] }, "binary_ops.Ops.time_frame_comparison": { "params": [ [ "True", "False" ], [ "'default'", "1" ] ], "result": [ 0.010580289759999998, 0.00539975396, 0.04033757360000001, 0.04003087110000001 ] }, "binary_ops.Ops.time_frame_mult": { "params": [ [ "True", "False" ], [ "'default'", "1" ] ], "result": [ 0.013356473950000001, 0.004819647030000001, 0.004758213899999999, 0.00476751328 ] }, "binary_ops.Ops.time_frame_multi_and": { "params": [ [ "True", "False" ], [ "'default'", "1" ] ], "result": [ 0.12632596609999996, 0.10599544060000002, 0.10221759690000005, 0.10170746459999998 ] }, "binary_ops.Ops2.time_frame_dot": 0.26866436000000027, "binary_ops.Ops2.time_frame_float_div": 0.031113019500000005, "binary_ops.Ops2.time_frame_float_div_by_zero": 0.24345480200000003, "binary_ops.Ops2.time_frame_float_floor_by_zero": 0.39007819500000007, "binary_ops.Ops2.time_frame_float_mod": 0.014189048759999998, "binary_ops.Ops2.time_frame_int_div_by_zero": 0.24142353500000002, "binary_ops.Ops2.time_frame_int_mod": 0.0192938504, "binary_ops.Ops2.time_frame_series_dot": 0.0034341894100000016, "binary_ops.Ops2.time_series_dot": 3.16138381e-05, "binary_ops.Timeseries.time_series_timestamp_compare": { "params": [ [ "None", "'US/Eastern'" ] ], "result": [ 0.000792738193, 0.0008439525300000002 ] }, "binary_ops.Timeseries.time_timestamp_ops_diff": { "params": [ [ "None", "'US/Eastern'" ] ], "result": [ 0.007123626620000001, 0.004963669569999998 ] }, "binary_ops.Timeseries.time_timestamp_ops_diff_with_shift": { "params": [ [ "None", "'US/Eastern'" ] ], "result": [ 0.012363502780000002, 0.010969303459999998 ] }, "binary_ops.Timeseries.time_timestamp_series_compare": { "params": [ [ "None", "'US/Eastern'" ] ], "result": [ 0.0007902882619999998, 0.0008749173959999998 ] }, "categoricals.CategoricalSlicing.time_getitem_bool_array": { "params": [ [ "'monotonic_incr'", "'monotonic_decr'", "'non_monotonic'" ] ], "result": [ 0.0014503945170000004, 0.0014526237719999998, 0.008278145640000002 ] }, "categoricals.CategoricalSlicing.time_getitem_list": { "params": [ [ "'monotonic_incr'", "'monotonic_decr'", "'non_monotonic'" ] ], "result": [ 0.000518585668, 0.0005091874679999999, 0.000515100286 ] }, "categoricals.CategoricalSlicing.time_getitem_list_like": { "params": [ [ "'monotonic_incr'", "'monotonic_decr'", "'non_monotonic'" ] ], "result": [ 1.129456597e-05, 1.119692487e-05, 1.107708147e-05 ] }, "categoricals.CategoricalSlicing.time_getitem_scalar": { "params": [ [ "'monotonic_incr'", "'monotonic_decr'", "'non_monotonic'" ] ], "result": [ 3.698759479999998e-06, 3.1311090900000014e-06, 3.3764576700000014e-06 ] }, "categoricals.CategoricalSlicing.time_getitem_slice": { "params": [ [ "'monotonic_incr'", "'monotonic_decr'", "'non_monotonic'" ] ], "result": [ 9.84337644e-06, 9.85191198e-06, 9.78199762e-06 ] }, "categoricals.Concat.time_concat": 0.001864323605, "categoricals.Concat.time_union": 0.0021080969000000006, "categoricals.Constructor.time_all_nan": 0.0339957976, "categoricals.Constructor.time_datetimes": 0.001106499561, "categoricals.Constructor.time_datetimes_with_nat": 0.0011115389020000003, "categoricals.Constructor.time_existing_categorical": 5.464471469999999e-05, "categoricals.Constructor.time_existing_series": 6.26983274e-05, "categoricals.Constructor.time_fastpath": 0.0002090969119999997, "categoricals.Constructor.time_from_codes_all_int8": 0.00032485476600000005, "categoricals.Constructor.time_regular": 0.014305361960000002, "categoricals.Constructor.time_with_nan": 0.1525944089, "categoricals.Contains.time_categorical_contains": 1.57070308e-05, "categoricals.Contains.time_categorical_index_contains": 2.0721743300000005e-06, "categoricals.Indexing.time_align": 0.08328021240000001, "categoricals.Indexing.time_get_loc": 3.0710783799999984e-06, "categoricals.Indexing.time_intersection": 0.022119320200000004, "categoricals.Indexing.time_reindex": 0.01603272457, "categoricals.Indexing.time_reindex_missing": 0.3626743990000001, "categoricals.Indexing.time_shallow_copy": 4.801352330000002e-06, "categoricals.Indexing.time_shape": 5.476213780000001e-07, "categoricals.Indexing.time_sort_values": 0.001688680790000001, "categoricals.Indexing.time_unique": 0.005369426539999997, "categoricals.IsMonotonic.time_categorical_index_is_monotonic_decreasing": 2.1936082300000015e-07, "categoricals.IsMonotonic.time_categorical_index_is_monotonic_increasing": 2.3110631400000024e-07, "categoricals.IsMonotonic.time_categorical_series_is_monotonic_decreasing": 4.7221715100000015e-05, "categoricals.IsMonotonic.time_categorical_series_is_monotonic_increasing": 4.8487795399999986e-05, "categoricals.Isin.time_isin_categorical": { "params": [ [ "'object'", "'int64'" ] ], "result": [ 0.00738554449, 0.007336023819999999 ] }, "categoricals.Rank.time_rank_int": 0.010163723239999999, "categoricals.Rank.time_rank_int_cat": 0.010640006180000001, "categoricals.Rank.time_rank_int_cat_ordered": 0.010234865079999999, "categoricals.Rank.time_rank_string": 0.10604399760000001, "categoricals.Rank.time_rank_string_cat": 0.007252219700000002, "categoricals.Rank.time_rank_string_cat_ordered": 0.009477387680000003, "categoricals.RemoveCategories.time_remove_categories": 0.027301876800000003, "categoricals.Repr.time_rendering": 0.000497420958, "categoricals.SearchSorted.time_categorical_contains": 4.098862210000002e-06, "categoricals.SearchSorted.time_categorical_index_contains": 4.692433880000002e-06, "categoricals.SetCategories.time_set_categories": 0.01042486352, "categoricals.ValueCounts.time_value_counts": { "params": [ [ "True", "False" ] ], "result": [ 0.006795711210000002, 0.00690961792 ] }, "ctors.MultiIndexConstructor.time_multiindex_from_iterables": 0.009883699909999998, "ctors.SeriesConstructors.time_series_constructor": { "params": [ [ "", "", "", "", "", "", "", "", "", "" ], [ "False", "True" ], [ "'float'", "'int'" ] ], "result": [ null, null, null, null, null, null, null, null, null, null, null, null, null, null, NaN, NaN, null, null, null, null, null, null, null, null, null, null, NaN, NaN, null, null, null, null, null, null, null, null, null, null, null, null ] }, "ctors.SeriesDtypesConstructors.time_dtindex_from_index_with_series": 6.429309330000001e-05, "ctors.SeriesDtypesConstructors.time_dtindex_from_series": 4.0609673800000004e-05, "ctors.SeriesDtypesConstructors.time_index_from_array_floats": 2.7204491299999977e-05, "ctors.SeriesDtypesConstructors.time_index_from_array_string": 4.154343140000001e-05, "dtypes.Dtypes.time_pandas_dtype": { "params": [ [ "dtype('int64')", "dtype('int32')", "dtype('uint32')", "dtype('uint64')", "dtype('float32')", "dtype('float64')", "dtype('int16')", "dtype('int8')", "dtype('uint16')", "dtype('uint8')", "dtype('", "", "", "", "", "", "", "", "", "", "datetime64[ns, UTC]", "period[D]", "'int64'", "'int32'", "'uint32'", "'uint64'", "'float32'", "'float64'", "'int16'", "'int8'", "'uint16'", "'uint8'", "'datetime64'", "'timedelta64'", "'object'", "'Int8'", "'Int16'", "'Int32'", "'Int64'", "'UInt8'", "'UInt16'", "'UInt32'", "'UInt64'", "'category'", "'interval'", "'datetime64[ns, UTC]'", "'period[D]'" ] ], "result": [ 4.44607177e-07, 4.417238979999998e-07, 4.4584039099999996e-07, 4.4089145500000006e-07, 4.37031685e-07, 4.5427109499999995e-07, 4.571470790000001e-07, 4.40791299e-07, 4.4392587400000005e-07, 4.38322484e-07, 4.470084339999998e-07, 4.5770377100000005e-07, 4.518493209999999e-07, 8.635174929999998e-07, 8.49311259e-07, 8.540639899999998e-07, 8.64793006e-07, 8.518525509999999e-07, 8.50407793e-07, 8.53474431e-07, 8.643628890000001e-07, 8.829027460000001e-07, 8.389997590000002e-07, 4.782370390000001e-07, 4.7142982600000025e-07, 1.2752657439999999e-05, 1.2839981969999999e-05, 1.2837504210000001e-05, 1.3240328460000001e-05, 1.2750863739999998e-05, 1.2693299950000005e-05, 1.2799500639999994e-05, 1.2850366330000001e-05, 1.279643807e-05, 1.321525463e-05, 1.279845137e-05, 1.2654764880000003e-05, 1.3256067839999997e-05, 4.6678748199999995e-06, 5.259672499999999e-06, 5.94817409e-06, 6.545535149999999e-06, 7.322904270000001e-06, 8.148804800000003e-06, 8.784807939999999e-06, 9.412164120000002e-06, 1.6792497470000005e-06, 6.176701339999999e-06, 4.304253060000001e-06, 6.84481372e-05 ] }, "dtypes.DtypesInvalid.time_pandas_dtype_invalid": { "params": [ [ "'scalar-string'", "'scalar-int'", "'list-string'", "'array-string'" ] ], "result": [ 1.2552276880000001e-05, 2.04371651e-06, 2.359237190000001e-06, 3.7203904999999993e-07 ] }, "eval.Eval.time_add": { "params": [ [ "'numexpr'", "'python'" ], [ "1", "'all'" ] ], "result": [ 0.010870379529999998, 0.02466916410000002, 0.015767974250000004, 0.051474951800000036 ] }, "eval.Eval.time_and": { "params": [ [ "'numexpr'", "'python'" ], [ "1", "'all'" ] ], "result": [ 0.026092904800000018, 0.048221358100000014, 0.18941530559999994, 0.1920387889999997 ] }, "eval.Eval.time_chained_cmp": { "params": [ [ "'numexpr'", "'python'" ], [ "1", "'all'" ] ], "result": [ 0.02203441930000003, 0.0417540649, 0.08579640729999997, 0.10179661790000001 ] }, "eval.Eval.time_mult": { "params": [ [ "'numexpr'", "'python'" ], [ "1", "'all'" ] ], "result": [ 0.010868531789999998, 0.024424645300000013, 0.01567312739, 0.051497911700000024 ] }, "eval.Query.time_query_datetime_column": 0.012175512369999999, "eval.Query.time_query_datetime_index": 0.012526255120000003, "eval.Query.time_query_with_boolean_selection": 0.0231014327, "frame_ctor.FromDicts.time_list_of_dict": 0.023422775299999987, "frame_ctor.FromDicts.time_nested_dict": 0.031178110500000012, "frame_ctor.FromDicts.time_nested_dict_columns": 0.031947091800000015, "frame_ctor.FromDicts.time_nested_dict_index": 0.024575219500000012, "frame_ctor.FromDicts.time_nested_dict_index_columns": 0.02464080839999998, "frame_ctor.FromDicts.time_nested_dict_int64": 0.11323650970000003, "frame_ctor.FromDictwithTimestamp.time_dict_with_timestamp_offsets": { "params": [ [ "", "" ] ], "result": [ 0.018664453990000003, 0.02304857210000002 ] }, "frame_ctor.FromLists.time_frame_from_lists": 0.018992004999999867, "frame_ctor.FromNDArray.time_frame_from_ndarray": 8.714271080000002e-05, "frame_ctor.FromRecords.time_frame_from_records_generator": { "params": [ [ "None", "1000" ] ], "result": [ null, null ] }, "frame_ctor.FromSeries.time_mi_series": 0.00013604514679999995, "frame_methods.Apply.time_apply_axis_1": 0.20951011399999997, "frame_methods.Apply.time_apply_lambda_mean": 0.01130273013, "frame_methods.Apply.time_apply_np_mean": 0.012227782349999999, "frame_methods.Apply.time_apply_pass_thru": 0.00654630461, "frame_methods.Apply.time_apply_ref_by_name": 0.016382726939999998, "frame_methods.Apply.time_apply_user_func": 0.1967581132, "frame_methods.Count.time_count_level_mixed_dtypes_multi": { "params": [ [ "0", "1" ] ], "result": [ 0.05947587489999999, 0.05360700760000001 ] }, "frame_methods.Count.time_count_level_multi": { "params": [ [ "0", "1" ] ], "result": [ 0.048751633899999994, 0.0654796504 ] }, "frame_methods.Describe.time_dataframe_describe": 0.07749661369999998, "frame_methods.Describe.time_series_describe": 0.023754287100000004, "frame_methods.Dropna.time_dropna": { "params": [ [ "'all'", "'any'" ], [ "0", "1" ] ], "result": [ 0.03425575040000002, 0.040950772200000006, 0.01913563294, 0.01981440369 ] }, "frame_methods.Dropna.time_dropna_axis_mixed_dtypes": { "params": [ [ "'all'", "'any'" ], [ "0", "1" ] ], "result": [ 0.0412336716, 0.04034950610000001, 0.024917581899999996, 0.024675869100000015 ] }, "frame_methods.Dtypes.time_frame_dtypes": 0.00010987700819999997, "frame_methods.Duplicated.time_frame_duplicated": 0.10481969330000003, "frame_methods.Duplicated.time_frame_duplicated_wide": 0.1297829909, "frame_methods.Equals.time_frame_float_equal": 0.001149857129, "frame_methods.Equals.time_frame_float_unequal": 0.006948650729999999, "frame_methods.Equals.time_frame_nonunique_equal": 0.020112876499999998, "frame_methods.Equals.time_frame_nonunique_unequal": 0.020086083430000002, "frame_methods.Equals.time_frame_object_equal": 0.03159343840000002, "frame_methods.Equals.time_frame_object_unequal": 0.02590935649999999, "frame_methods.Fillna.time_frame_fillna": { "params": [ [ "True", "False" ], [ "'pad'", "'bfill'" ] ], "result": [ 0.003917579710000001, 0.004005788809999999, 0.004273440489999998, 0.004348809770000002 ] }, "frame_methods.GetDtypeCounts.time_frame_get_dtype_counts": 0.00025529427099999993, "frame_methods.GetDtypeCounts.time_info": 0.43809796499999987, "frame_methods.GetNumericData.time_frame_get_numeric_data": 0.0001103490098, "frame_methods.Interpolate.time_interpolate": { "params": [ [ "None", "'infer'" ] ], "result": [ 0.12610440600000006, 0.16597015749999997 ] }, "frame_methods.Interpolate.time_interpolate_some_good": { "params": [ [ "None", "'infer'" ] ], "result": [ 0.0023532602300000006, 0.0041440257899999985 ] }, "frame_methods.Isnull.time_isnull": 0.0003794160150000001, "frame_methods.Isnull.time_isnull_floats_no_null": 0.00038616779099999985, "frame_methods.Isnull.time_isnull_obj": 0.02680341009999998, "frame_methods.Isnull.time_isnull_strngs": 0.02613468889999999, "frame_methods.Iteration.mem_itertuples_raw_start": 64, "frame_methods.Iteration.mem_itertuples_raw_to_list": 8000064, "frame_methods.Iteration.mem_itertuples_read_first": 136, "frame_methods.Iteration.mem_itertuples_start": 56, "frame_methods.Iteration.mem_itertuples_to_list": 8000064, "frame_methods.Iteration.peakmem_itertuples": 272498688, "frame_methods.Iteration.peakmem_itertuples_raw": 264232960, "frame_methods.Iteration.peakmem_itertuples_raw_read_first": 264134656, "frame_methods.Iteration.peakmem_itertuples_raw_start": 264298496, "frame_methods.Iteration.peakmem_itertuples_raw_to_list": 649400320, "frame_methods.Iteration.peakmem_itertuples_start": 272449536, "frame_methods.Iteration.peakmem_itertuples_to_list": 702828544, "frame_methods.Iteration.time_items": 0.016814575969999995, "frame_methods.Iteration.time_items_cached": 0.0003635152049999997, "frame_methods.Iteration.time_iteritems_indexing": 0.00830361238, "frame_methods.Iteration.time_iterrows": 0.3943949010000001, "frame_methods.Iteration.time_itertuples": 0.9111788410000008, "frame_methods.Iteration.time_itertuples_raw_read_first": 0.0005740409359999993, "frame_methods.Iteration.time_itertuples_raw_start": 0.0005685255240000005, "frame_methods.Iteration.time_itertuples_raw_tuples": 0.5222996979999999, "frame_methods.Iteration.time_itertuples_raw_tuples_to_list": 0.80673993, "frame_methods.Iteration.time_itertuples_read_first": 0.0010376912270000003, "frame_methods.Iteration.time_itertuples_start": 0.0010432848410000001, "frame_methods.Iteration.time_itertuples_to_list": 1.230846482, "frame_methods.Lookup.time_frame_fancy_lookup": 0.0017199957149999995, "frame_methods.Lookup.time_frame_fancy_lookup_all": 0.013548357930000003, "frame_methods.MaskBool.time_frame_mask_bools": 0.01727084223, "frame_methods.MaskBool.time_frame_mask_floats": 0.016288529640000004, "frame_methods.NSort.time_nlargest_one_column": { "params": [ [ "'first'", "'last'", "'all'" ] ], "result": [ 0.0027490573700000008, 0.0022345954999999982, 0.002774453650000002 ] }, "frame_methods.NSort.time_nlargest_two_columns": { "params": [ [ "'first'", "'last'", "'all'" ] ], "result": [ 0.00404177265, 0.00408871129, 0.004018707599999996 ] }, "frame_methods.NSort.time_nsmallest_one_column": { "params": [ [ "'first'", "'last'", "'all'" ] ], "result": [ 0.0023658829699999993, 0.0025447707899999995, 0.002413217049999998 ] }, "frame_methods.NSort.time_nsmallest_two_columns": { "params": [ [ "'first'", "'last'", "'all'" ] ], "result": [ 0.0036548199300000038, 0.0036429949900000035, 0.0036436811300000027 ] }, "frame_methods.Nunique.time_frame_nunique": 0.3064089010000002, "frame_methods.Quantile.time_frame_quantile": { "params": [ [ "0", "1" ] ], "result": [ 0.000557612947, 0.0008856434420000002 ] }, "frame_methods.Reindex.time_reindex_axis0": 0.003789414790000003, "frame_methods.Reindex.time_reindex_axis1": 0.02859080540000001, "frame_methods.Reindex.time_reindex_both_axes": 0.011227362950000002, "frame_methods.Reindex.time_reindex_upcast": 0.005078700090000003, "frame_methods.Rename.time_dict_rename_both_axes": 0.07772810330000002, "frame_methods.Rename.time_rename_axis0": 0.06062345179999999, "frame_methods.Rename.time_rename_axis1": 0.056637024500000036, "frame_methods.Rename.time_rename_both_axes": 0.07931457990000004, "frame_methods.Rename.time_rename_single": 0.05876769550000005, "frame_methods.Repr.time_frame_repr_wide": 0.08679988050000001, "frame_methods.Repr.time_html_repr_trunc_mi": 0.008117640160000002, "frame_methods.Repr.time_html_repr_trunc_si": 0.0047181589400000015, "frame_methods.Repr.time_repr_tall": 0.013301345259999996, "frame_methods.SelectDtypes.time_select_dtypes": { "params": [ [ "100", "1000" ] ], "result": [ 0.000914395598, 0.000991520577 ] }, "frame_methods.Shift.time_shift": { "params": [ [ "0", "1" ] ], "result": [ 0.008979191320000001, 0.009049254069999998 ] }, "frame_methods.SortIndexByColumns.time_frame_sort_values_by_columns": 0.026122524200000007, "frame_methods.SortValues.time_frame_sort_values": { "params": [ [ "True", "False" ] ], "result": [ 0.134825928, 0.13137590469999996 ] }, "frame_methods.ToHTML.time_to_html_mixed": 0.06590753710000001, "frame_methods.ToString.time_to_string_floats": 0.006676319410000003, "frame_methods.XS.time_frame_xs": { "params": [ [ "0", "1" ] ], "result": [ 8.854529260000002e-05, 3.4338188500000034e-06 ] }, "gil.ParallelDatetimeFields.time_datetime_field_day": 0.16187923050000003, "gil.ParallelDatetimeFields.time_datetime_field_daysinmonth": 0.1632347052, "gil.ParallelDatetimeFields.time_datetime_field_normalize": 0.0625357838, "gil.ParallelDatetimeFields.time_datetime_field_year": 0.1562932688, "gil.ParallelDatetimeFields.time_datetime_to_period": 0.1856753199, "gil.ParallelDatetimeFields.time_period_to_datetime": 0.13542966890000002, "gil.ParallelFactorize.time_loop": { "params": [ [ "2", "4", "8" ] ], "result": [ 0.016857397000000107, 0.033246262000000026, 0.06702754799999999 ] }, "gil.ParallelFactorize.time_parallel": { "params": [ [ "2", "4", "8" ] ], "result": [ 0.030638425999999885, 0.05646948099999993, 0.12416942200000003 ] }, "gil.ParallelGroupbyMethods.time_loop": { "params": [ [ "2", "4", "8" ], [ "'count'", "'last'", "'max'", "'mean'", "'min'", "'prod'", "'sum'", "'var'" ] ], "result": [ 0.026775307500000033, 0.024112310399999993, 0.023896652300000022, 0.023913765600000005, 0.023686838599999982, 0.0234125119, 0.024145665599999998, 0.028238932799999984, 0.054009519900000004, 0.04791264439999998, 0.04725784870000003, 0.04878016290000002, 0.04703565090000002, 0.048724111800000004, 0.047450458299999984, 0.05512260120000003, 0.10557201740000002, 0.09419866260000002, 0.09510747179999997, 0.09687672049999999, 0.09417620220000003, 0.09438320149999999, 0.09377066180000004, 0.1134723497 ] }, "gil.ParallelGroupbyMethods.time_parallel": { "params": [ [ "2", "4", "8" ], [ "'count'", "'last'", "'max'", "'mean'", "'min'", "'prod'", "'sum'", "'var'" ] ], "result": [ 0.043838311199999994, 0.038610571399999974, 0.037660432399999985, 0.037267383799999984, 0.0384404926, 0.03848672019999999, 0.038913390199999995, 0.041998567, 0.08533130860000002, 0.0765002296, 0.07870953660000002, 0.0759528741, 0.06981036669999999, 0.0799793942, 0.0752267495, 0.07986611299999997, 0.26194063199999995, 0.23722353200000001, 0.222536085, 0.23833374600000012, 0.23490884599999995, 0.25572963599999987, 0.24403897799999985, 0.2622875199999999 ] }, "gil.ParallelGroups.time_get_groups": { "params": [ [ "2", "4", "8" ] ], "result": [ 0.4510315559999998, 1.099526934, 3.535097673000001 ] }, "gil.ParallelKth.time_kth_smallest": 0.14630995000000002, "gil.ParallelReadCSV.time_read_csv": { "params": [ [ "'float'", "'object'", "'datetime'" ] ], "result": [ 0.1716438440000001, 0.01910377200000002, 0.19980028500000024 ] }, "gil.ParallelRolling.time_rolling": { "params": [ [ "'median'", "'mean'", "'min'", "'max'", "'var'", "'skew'", "'kurt'", "'std'" ] ], "result": [ 0.13833219149999998, 0.006154515419999999, 0.006883951050000001, 0.006590035680000002, 0.005456276110000004, 0.00707330738, 0.007048439659999999, 0.007583044130000003 ] }, "gil.ParallelTake1D.time_take1d": { "params": [ [ "'int64'", "'float64'" ] ], "result": [ 0.00594315181, 0.0050528388899999995 ] }, "groupby.AggFunctions.time_different_numpy_functions": 0.010523146230000004, "groupby.AggFunctions.time_different_python_functions_multicol": 0.018156948200000005, "groupby.AggFunctions.time_different_python_functions_singlecol": 0.235357005, "groupby.AggFunctions.time_different_str_functions": 0.01052984967, "groupby.Apply.time_copy_function_multi_col": 0.9594710499999999, "groupby.Apply.time_copy_overhead_single_col": 0.3967493420000001, "groupby.Apply.time_scalar_function_multi_col": 0.01888944263999999, "groupby.Apply.time_scalar_function_single_col": 0.005710859369999999, "groupby.ApplyDictReturn.time_groupby_apply_dict_return": 0.0803862138, "groupby.Categories.time_groupby_extra_cat_nosort": 0.006559410379999999, "groupby.Categories.time_groupby_extra_cat_sort": 0.0011145929780000002, "groupby.Categories.time_groupby_nosort": 0.008891129910000002, "groupby.Categories.time_groupby_ordered_nosort": 0.008257049159999998, "groupby.Categories.time_groupby_ordered_sort": 0.001188868207, "groupby.Categories.time_groupby_sort": 0.0011900797450000002, "groupby.CountMultiDtype.time_multi_count": 0.0048894199100000015, "groupby.CountMultiInt.time_multi_int_count": 0.003027582679999998, "groupby.CountMultiInt.time_multi_int_nunique": 0.008221490869999997, "groupby.DateAttributes.time_len_groupby_object": 0.23411778400000016, "groupby.Datelike.time_sum": { "params": [ [ "'period_range'", "'date_range'", "'date_range_tz'" ] ], "result": [ 0.002045010250000001, 0.0021465712800000005, 0.00261318395 ] }, "groupby.Float32.time_sum": 0.0067609402699999955, "groupby.GroupByMethods.time_dtype_as_field": { "params": [ [ "'int'", "'float'", "'object'", "'datetime'" ], [ "'all'", "'any'", "'bfill'", "'count'", "'cumcount'", "'cummax'", "'cummin'", "'cumprod'", "'cumsum'", "'describe'", "'ffill'", "'first'", "'head'", "'last'", "'mad'", "'max'", "'min'", "'median'", "'mean'", "'nunique'", "'pct_change'", "'prod'", "'quantile'", "'rank'", "'sem'", "'shift'", "'size'", "'skew'", "'std'", "'sum'", "'tail'", "'unique'", "'value_counts'", "'var'" ], [ "'direct'", "'transformation'" ] ], "result": [ 0.0001293008795, 0.00013176095549999998, 0.00013277217110000002, 0.0001301319655, 0.00026769396, 0.0002604162699999999, 0.00015000870009999998, 0.00015328198760000006, 0.0002393900520000001, 0.00025234690399999994, 0.0006199253289999998, 0.000616229175, 0.0006123142480000001, 0.0006143318200000001, 0.0007508836099999998, 0.0007390030730000002, 0.0006108822969999999, 0.0006191750439999998, 1.478675366, 1.5071803979999996, 0.000268101873, 0.0002680155340000001, 0.0002689092850000001, 0.0002693581340000002, 0.00040177381599999974, 0.000398501038, 0.00026021932100000014, 0.000256666979, 0.60966019, 0.6184692570000001, 0.000270914919, 0.00027233979500000015, 0.00027325534800000015, 0.000274444124, 0.00041982158800000027, 0.00042935386899999983, 0.0004011661129999997, 0.0003902253980000001, 0.00038506024299999985, 0.0003800516410000001, 0.0012642233620000002, 0.0012679697820000002, 0.0003967622529999999, 0.000393651172, 0.00036733079300000005, 0.0003648636539999999, 0.0008073185639999998, 0.000796521513, 0.0008631938780000001, 0.000881806995, 0.00015058795590000004, 0.0001494907908, 0.00012159979019999998, 0.00012612570599999996, 0.1591969776, 0.15986090950000004, 0.0004262810309999998, 0.000413577788, 0.00041400592799999993, 0.00041517818300000007, 0.00042113600500000016, 0.0004225925779999997, 0.09646967570000001, 0.09617767160000006, 0.0009501467059999999, 0.000949594283, 0.00031012862799999994, 0.00030861939300000005, 0.00013566047309999997, 0.00013637083909999998, 0.0001318420012, 0.0001315387191, 0.00023165332399999983, 0.00023217456699999993, 0.00015296474510000002, 0.00015048177849999998, 0.00023874980700000004, 0.0002441951849999999, 0.0005786941849999998, 0.0005661382350000001, 0.0005780494080000001, 0.0005734381980000001, 0.0005682493380000002, 0.0005654924909999997, 0.0005703866420000003, 0.0005700527259999996, 1.5681777140000008, 1.571950062, 0.0002295529540000001, 0.00023169656000000005, 0.0002152741680000001, 0.000218981914, 0.0003990158660000001, 0.0004039772740000003, 0.00020365940699999997, 0.0001978288326, 0.611565159, 0.614045554, 0.00021123269600000017, 0.00021033585500000008, 0.00021253987899999994, 0.00021114419399999984, 0.00024594394500000006, 0.00024744092000000004, 0.00021887239900000011, 0.0002101167639999999, 0.000397745389, 0.00039675875, 0.0012154085440000007, 0.001226250695, 0.00021556403300000015, 0.0002109468980000002, 0.0003817357129999999, 0.00037382822000000003, 0.000810309347, 0.000790901759, 0.000795444944, 0.0007864042790000001, 0.0001356237507, 0.0001347546256, 0.00012137485530000003, 0.0001213314445, 0.1766898432, 0.17690844239999998, 0.00032769264900000004, 0.0003318102569999999, 0.000209715643, 0.00021263353600000002, 0.00041366021900000004, 0.0004227157479999999, 0.0990634311, 0.10242223040000002, 0.0010853195819999998, 0.001066621649, 0.00022193014900000007, 0.00022541196900000005, 0.0004447419340000001, 0.000448963526, 0.000451349915, 0.000460587898, 0.00035244313100000026, 0.0003753521370000001, 0.00021555502500000001, 0.0002154143610000001, 0.0002382125800000001, 0.00024433484900000015, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, 0.0003557300749999999, 0.00036076237, 0.0003802618379999998, 0.000371481749, 0.00041546464100000003, 0.00041225581899999986, 0.0003710582089999999, 0.00036251007999999987, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, 0.0004927242590000001, 0.0004923744440000001, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, 0.00021018134600000015, 0.00021418454600000004, 0.0001230212947, 0.00012191096209999999, NaN, NaN, NaN, NaN, NaN, NaN, 0.000415865994, 0.0004218772530000001, 0.1133113144, 0.1138491422, 0.0008753562049999999, 0.0008672792359999999, NaN, NaN, 0.0001306947538, 0.00013100894519999998, 0.00013317281100000002, 0.0001296340984, 0.00022796967199999996, 0.0002318612389999999, 0.00015446861700000003, 0.00014836031929999998, 0.00024408374900000007, 0.00024150394099999993, NaN, NaN, 0.0005723490550000001, 0.000558037565, NaN, NaN, NaN, NaN, NaN, NaN, 0.00023059756500000005, 0.0002297175360000001, 0.000200895139, 0.00020181872700000003, 0.0003913942459999999, 0.00040243641800000017, 0.00018874699570000002, 0.00018536618830000004, NaN, NaN, 0.00018835567420000002, 0.00019190825299999998, 0.000203146171, 0.000202493252, NaN, NaN, NaN, NaN, 0.0002944026739999999, 0.00029260488899999994, NaN, NaN, NaN, NaN, 0.0003118246740000001, 0.0003121043459999999, 0.0007048782690000002, 0.000699122767, NaN, NaN, 0.00013809450759999997, 0.0001370943301, 0.00012794537879999996, 0.00012144688740000003, NaN, NaN, NaN, NaN, NaN, NaN, 0.00041029192000000014, 0.00041003823699999997, 0.16299552210000004, 0.16201028550000002, 0.0009148685859999998, 0.000924084691, NaN, NaN ] }, "groupby.GroupByMethods.time_dtype_as_group": { "params": [ [ "'int'", "'float'", "'object'", "'datetime'" ], [ "'all'", "'any'", "'bfill'", "'count'", "'cumcount'", "'cummax'", "'cummin'", "'cumprod'", "'cumsum'", "'describe'", "'ffill'", "'first'", "'head'", "'last'", "'mad'", "'max'", "'min'", "'median'", "'mean'", "'nunique'", "'pct_change'", "'prod'", "'quantile'", "'rank'", "'sem'", "'shift'", "'size'", "'skew'", "'std'", "'sum'", "'tail'", "'unique'", "'value_counts'", "'var'" ], [ "'direct'", "'transformation'" ] ], "result": [ 0.0001366751187, 0.0001367442496, 0.00013527530509999997, 0.0001333689205, 0.00026498389200000006, 0.0002639657660000001, 0.00015052171229999997, 0.00014913642839999995, 0.00024663616700000015, 0.0002394828120000001, 0.0006167914130000001, 0.0006080309720000001, 0.000617818682, 0.0006192775020000001, 0.0007696411409999997, 0.0007681024350000003, 0.0006062489599999998, 0.0006361108780000002, 2.227978015, 2.2150175080000007, 0.00027036708499999997, 0.0002688659099999999, 0.0002721222649999997, 0.00027102917199999985, 0.0004106426520000002, 0.0004140622570000001, 0.0002599783600000001, 0.000260579869, 0.8910217760000001, 0.8982824620000001, 0.0002680623740000001, 0.000275103804, 0.000268567564, 0.0002684830380000001, 0.00042088883100000005, 0.00044266525599999975, 0.0003980181840000001, 0.00040231778799999996, 0.00038889310799999997, 0.0003805971789999999, 0.001315237993, 0.0013184597470000004, 0.00042212198800000025, 0.000417966144, 0.000366634635, 0.00036522876999999984, 0.0008072968970000001, 0.000812934299, 0.0009095377140000003, 0.0009111862959999999, 0.00015373083339999995, 0.0001541476123, 0.0001252894982, 0.00012404533330000005, 0.23648608599999998, 0.23502426199999982, 0.0004571864840000002, 0.0004495058460000001, 0.0004238094100000001, 0.00041608912900000016, 0.000417709812, 0.0004135026559999999, 0.1437848359, 0.1434572255, 0.000908582069, 0.0009127714300000003, 0.00034576246600000004, 0.00034124718099999996, 0.00013258608639999997, 0.00013191304449999998, 0.0001342030876, 0.00013497688749999995, 0.0002687998389999999, 0.00027108347199999994, 0.0001534647975, 0.00015033597459999996, 0.00022100951800000003, 0.000226103567, 0.00061006564, 0.0006242837160000003, 0.0006153250409999997, 0.0006182372240000005, 0.000768870192, 0.0007743341829999999, 0.000618253387, 0.000622475992, 3.5884193310000008, 3.437751349999999, 0.0002695648450000001, 0.000267469269, 0.00027263021900000026, 0.000268188294, 0.000386962214, 0.00038933306000000026, 0.000264772598, 0.0002681714089999998, 1.395583845, 1.379014808, 0.00027164283999999995, 0.00026478321699999993, 0.0002646649590000001, 0.000266759427, 0.00043803679400000007, 0.00043543891699999993, 0.0004337349069999998, 0.0004296064929999999, 0.000374538174, 0.0003712689779999998, 0.00136890391, 0.0013884327670000004, 0.0004391686640000003, 0.0004288057470000002, 0.00036740935899999983, 0.0003650060390000001, 0.0007974267359999998, 0.0007939771000000002, 0.0008801474550000001, 0.0008647144200000001, 0.00013970082440000001, 0.0001389319221, 0.0001229782964, 0.00012253257869999996, 0.3710087930000001, 0.3742657810000001, 0.0004205863030000001, 0.00042037574300000013, 0.0004261474240000001, 0.00042829761700000015, 0.00040245457100000027, 0.00039379976500000005, 0.22531969299999988, 0.227379663, 0.0009291303030000002, 0.0009187942220000001, 0.0003066594179999997, 0.00030336812400000014, 0.00013140943679999998, 0.000128248753, 0.0001314600001, 0.0001335090347, 0.00017515482159999999, 0.0001796916021, 0.00014717170189999999, 0.00014855270740000002, 0.00020771511399999998, 0.00020826636399999998, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, 0.00017811656399999997, 0.00017735739649999996, 0.00024479206, 0.00025379559700000007, 0.000360204607, 0.00037218458599999995, 0.0002592345770000002, 0.0002530333699999998, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, 0.0002796791569999999, 0.00027498705199999993, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, 0.00013692327679999997, 0.00013692121970000003, 0.00012229240910000002, 0.00012146356700000002, NaN, NaN, NaN, NaN, NaN, NaN, 0.000375777711, 0.0003749736760000002, 0.000567900058, 0.0005770152100000001, 0.000822129511, 0.0008188761320000002, NaN, NaN, 0.00013709390990000001, 0.00013626080530000002, 0.00013473528340000003, 0.000132461969, 0.0001836706833, 0.00018196639679999996, 0.0001528253186, 0.00015171423599999998, 0.0002199533870000001, 0.000221119638, NaN, NaN, 0.0006173554570000001, 0.0006162783819999999, NaN, NaN, NaN, NaN, NaN, NaN, 0.00017597798909999997, 0.00018194529529999998, 0.00027393616099999997, 0.00028082587300000015, 0.00038533630500000004, 0.00037822597799999993, 0.00026955601800000004, 0.0002647520820000002, NaN, NaN, 0.000265441169, 0.0002667645239999998, 0.00026332415600000014, 0.000275775372, NaN, NaN, NaN, NaN, 0.0003864761999999999, 0.000372897912, NaN, NaN, NaN, NaN, 0.0003702577549999999, 0.0003691478669999997, 0.0008044098829999999, 0.0007962693869999997, NaN, NaN, 0.00013810200200000002, 0.0001407471273, 0.00012340424800000004, 0.00012634681329999996, NaN, NaN, NaN, NaN, NaN, NaN, 0.00039852094800000025, 0.00039788511999999996, 0.23043657299999998, 0.23181197499999984, 0.0009435936330000001, 0.0009449622530000001, NaN, NaN ] }, "groupby.GroupManyLabels.time_sum": { "params": [ [ "1", "1000" ] ], "result": [ 0.0020561882999999993, 0.00336194388 ] }, "groupby.GroupStrings.time_multi_columns": 0.2988583270000005, "groupby.Groups.time_series_groups": { "params": [ [ "'int64_small'", "'int64_large'", "'object_small'", "'object_large'" ] ], "result": [ 0.031378841899999996, 0.40505282099999995, 0.0651634601, 0.46561024799999995 ] }, "groupby.Int64.time_overflow": 0.19720308100000006, "groupby.MultiColumn.time_col_select_lambda_sum": 0.07374979649999998, "groupby.MultiColumn.time_col_select_numpy_sum": 0.012631253619999998, "groupby.MultiColumn.time_cython_sum": 0.013945164759999996, "groupby.MultiColumn.time_lambda_sum": 0.13210427020000007, "groupby.Nth.time_frame_nth": { "params": [ [ "'float32'", "'float64'", "'datetime'", "'object'" ] ], "result": [ 0.014947243220000002, 0.014756795449999997, 0.014734896540000002, 0.01482408693 ] }, "groupby.Nth.time_frame_nth_any": { "params": [ [ "'float32'", "'float64'", "'datetime'", "'object'" ] ], "result": [ 0.031966262700000005, 0.03282939060000001, 0.03355540079999999, 0.038282088999999984 ] }, "groupby.Nth.time_groupby_nth_all": { "params": [ [ "'float32'", "'float64'", "'datetime'", "'object'" ] ], "result": [ 0.02781879679999997, 0.02781370810000001, 0.028540776499999997, 0.0340286745 ] }, "groupby.Nth.time_series_nth": { "params": [ [ "'float32'", "'float64'", "'datetime'", "'object'" ] ], "result": [ 0.014747699779999995, 0.01331195664, 0.013192996079999996, 0.014205322639999997 ] }, "groupby.Nth.time_series_nth_all": { "params": [ [ "'float32'", "'float64'", "'datetime'", "'object'" ] ], "result": [ 0.03592772489999998, 0.0373324379, 0.03628857349999999, 0.039776634200000015 ] }, "groupby.Nth.time_series_nth_any": { "params": [ [ "'float32'", "'float64'", "'datetime'", "'object'" ] ], "result": [ 0.036737758900000014, 0.036864451900000005, 0.0367065218, 0.04003732489999998 ] }, "groupby.RankWithTies.time_rank_ties": { "params": [ [ "'float64'", "'float32'", "'int64'", "'datetime64'" ], [ "'first'", "'average'", "'dense'", "'min'", "'max'" ] ], "result": [ 0.0016226657669999999, 0.0016296247210000002, 0.0016130215829999993, 0.0016128510839999999, 0.0016019922850000006, 0.0016345594629999995, 0.001607823325, 0.001600555536, 0.001608454344, 0.0016180134700000003, 0.0016605526109999998, 0.0016301901020000001, 0.0016155363369999998, 0.001629397428, 0.001645038555, 0.001612936871, 0.00162159618, 0.0016003681209999997, 0.0016012388730000003, 0.0016027291200000002 ] }, "groupby.Size.time_category_size": 0.0023816396100000015, "groupby.Size.time_multi_size": 0.009752546620000002, "groupby.SumBools.time_groupby_sum_booleans": 0.0016015074820000003, "groupby.SumMultiLevel.time_groupby_sum_multiindex": 0.0015044292630000003, "groupby.Transform.time_transform_lambda_max": 0.5537391070000002, "groupby.Transform.time_transform_multi_key1": 0.008542449490000003, "groupby.Transform.time_transform_multi_key2": 0.007399856700000002, "groupby.Transform.time_transform_multi_key3": 0.005755121399999999, "groupby.Transform.time_transform_multi_key4": 0.0030853528500000005, "groupby.Transform.time_transform_ufunc_max": 0.00449065375, "groupby.TransformBools.time_transform_mean": 0.0026917347400000004, "groupby.TransformNaN.time_first": 0.00261280728, "index_cached_properties.IndexCache.time_engine": { "params": [ [ "'DatetimeIndex'", "'Float64Index'", "'IntervalIndex'", "'Int64Index'", "'MultiIndex'", "'PeriodIndex'", "'RangeIndex'", "'TimedeltaIndex'", "'UInt64Index'" ] ], "result": [ null, null, null, null, null, null, null, null, null ] }, "index_cached_properties.IndexCache.time_inferred_type": { "params": [ [ "'DatetimeIndex'", "'Float64Index'", "'IntervalIndex'", "'Int64Index'", "'MultiIndex'", "'PeriodIndex'", "'RangeIndex'", "'TimedeltaIndex'", "'UInt64Index'" ] ], "result": [ null, null, null, null, null, null, null, null, null ] }, "index_cached_properties.IndexCache.time_is_all_dates": { "params": [ [ "'DatetimeIndex'", "'Float64Index'", "'IntervalIndex'", "'Int64Index'", "'MultiIndex'", "'PeriodIndex'", "'RangeIndex'", "'TimedeltaIndex'", "'UInt64Index'" ] ], "result": [ null, null, null, null, null, null, null, null, null ] }, "index_cached_properties.IndexCache.time_is_monotonic": { "params": [ [ "'DatetimeIndex'", "'Float64Index'", "'IntervalIndex'", "'Int64Index'", "'MultiIndex'", "'PeriodIndex'", "'RangeIndex'", "'TimedeltaIndex'", "'UInt64Index'" ] ], "result": [ null, null, null, null, null, null, null, null, null ] }, "index_cached_properties.IndexCache.time_is_monotonic_decreasing": { "params": [ [ "'DatetimeIndex'", "'Float64Index'", "'IntervalIndex'", "'Int64Index'", "'MultiIndex'", "'PeriodIndex'", "'RangeIndex'", "'TimedeltaIndex'", "'UInt64Index'" ] ], "result": [ null, null, null, null, null, null, null, null, null ] }, "index_cached_properties.IndexCache.time_is_monotonic_increasing": { "params": [ [ "'DatetimeIndex'", "'Float64Index'", "'IntervalIndex'", "'Int64Index'", "'MultiIndex'", "'PeriodIndex'", "'RangeIndex'", "'TimedeltaIndex'", "'UInt64Index'" ] ], "result": [ null, null, null, null, null, null, null, null, null ] }, "index_cached_properties.IndexCache.time_is_unique": { "params": [ [ "'DatetimeIndex'", "'Float64Index'", "'IntervalIndex'", "'Int64Index'", "'MultiIndex'", "'PeriodIndex'", "'RangeIndex'", "'TimedeltaIndex'", "'UInt64Index'" ] ], "result": [ null, null, null, null, null, null, null, null, null ] }, "index_cached_properties.IndexCache.time_shape": { "params": [ [ "'DatetimeIndex'", "'Float64Index'", "'IntervalIndex'", "'Int64Index'", "'MultiIndex'", "'PeriodIndex'", "'RangeIndex'", "'TimedeltaIndex'", "'UInt64Index'" ] ], "result": [ null, null, null, null, null, null, null, null, null ] }, "index_cached_properties.IndexCache.time_values": { "params": [ [ "'DatetimeIndex'", "'Float64Index'", "'IntervalIndex'", "'Int64Index'", "'MultiIndex'", "'PeriodIndex'", "'RangeIndex'", "'TimedeltaIndex'", "'UInt64Index'" ] ], "result": [ null, null, null, null, null, null, null, null, null ] }, "index_object.Datetime.time_is_dates_only": 1.250524907e-07, "index_object.Float64IndexMethod.time_get_loc": 7.453966160000001e-06, "index_object.GC.peakmem_gc_instances": { "params": [ [ "1", "2", "5" ] ], "result": [ 117202944, 117555200, 117379072 ] }, "index_object.IndexAppend.time_append_int_list": 0.042654871400000086, "index_object.IndexAppend.time_append_obj_list": 0.11115593490000002, "index_object.IndexAppend.time_append_range_list": 0.04390093989999997, "index_object.Indexing.time_boolean_array": { "params": [ [ "'String'", "'Float'", "'Int'" ] ], "result": [ 0.013231845410000016, 0.0027481205499999993, 0.002763078870000002 ] }, "index_object.Indexing.time_boolean_series": { "params": [ [ "'String'", "'Float'", "'Int'" ] ], "result": [ 0.01329646662, 0.0027392012199999984, 0.002776454909999999 ] }, "index_object.Indexing.time_get": { "params": [ [ "'String'", "'Float'", "'Int'" ] ], "result": [ 7.049005900000003e-07, 7.768417990000005e-07, 7.805956780000005e-07 ] }, "index_object.Indexing.time_get_loc": { "params": [ [ "'String'", "'Float'", "'Int'" ] ], "result": [ 0.2958687859999998, 1.0283211939999997e-05, 3.2185723999999994e-06 ] }, "index_object.Indexing.time_get_loc_non_unique": { "params": [ [ "'String'", "'Float'", "'Int'" ] ], "result": [ 0.015123452909999991, 0.00041094672600000017, 0.0004470898240000003 ] }, "index_object.Indexing.time_get_loc_non_unique_sorted": { "params": [ [ "'String'", "'Float'", "'Int'" ] ], "result": [ 3.984049620000007e-06, 1.0623514640000003e-05, 2.95479681e-06 ] }, "index_object.Indexing.time_get_loc_sorted": { "params": [ [ "'String'", "'Float'", "'Int'" ] ], "result": [ 1.4658520610000005e-06, 1.171329809e-05, 3.4659309699999996e-06 ] }, "index_object.Indexing.time_slice": { "params": [ [ "'String'", "'Float'", "'Int'" ] ], "result": [ 7.1621369e-06, 8.005777150000002e-06, 3.56913271e-05 ] }, "index_object.Indexing.time_slice_step": { "params": [ [ "'String'", "'Float'", "'Int'" ] ], "result": [ 7.3259606499999915e-06, 7.854004619999993e-06, 3.500291229999999e-05 ] }, "index_object.IntervalIndexMethod.time_intersection": { "params": [ [ "1000", "100000" ] ], "result": [ 0.00030426597399999976, 0.0035900633000000015 ] }, "index_object.IntervalIndexMethod.time_intersection_both_duplicate": { "params": [ [ "1000", "100000" ] ], "result": [ 0.0006812450129999999, 0.07212388289999998 ] }, "index_object.IntervalIndexMethod.time_intersection_one_duplicate": { "params": [ [ "1000", "100000" ] ], "result": [ 0.0003210992690000001, 0.003695878539999997 ] }, "index_object.IntervalIndexMethod.time_is_unique": { "params": [ [ "1000", "100000" ] ], "result": [ 2.2337460599999992e-07, 2.3070423299999997e-07 ] }, "index_object.IntervalIndexMethod.time_monotonic_inc": { "params": [ [ "1000", "100000" ] ], "result": [ 2.2536157899999988e-07, 2.3320421300000006e-07 ] }, "index_object.Ops.time_add": { "params": [ [ "'float'", "'int'" ] ], "result": [ 0.005441131169999998, 0.005184463849999999 ] }, "index_object.Ops.time_divide": { "params": [ [ "'float'", "'int'" ] ], "result": [ 0.006077467619999996, 0.007599032909999997 ] }, "index_object.Ops.time_modulo": { "params": [ [ "'float'", "'int'" ] ], "result": [ 0.008644139009999998, 0.010369146760000003 ] }, "index_object.Ops.time_multiply": { "params": [ [ "'float'", "'int'" ] ], "result": [ 0.005399037590000004, 0.005370541769999999 ] }, "index_object.Ops.time_subtract": { "params": [ [ "'float'", "'int'" ] ], "result": [ 0.005584207000000001, 0.005158592830000002 ] }, "index_object.Range.time_get_loc_dec": 5.131347359999998e-07, "index_object.Range.time_get_loc_inc": 5.189499079999997e-07, "index_object.Range.time_max": 1.1723960170000005e-06, "index_object.Range.time_max_trivial": 1.0363245219999997e-06, "index_object.Range.time_min": 1.1730041059999997e-06, "index_object.Range.time_min_trivial": 9.843746799999997e-07, "index_object.SetDisjoint.time_datetime_difference_disjoint": 0.0022337540899999998, "index_object.SetOperations.time_operation": { "params": [ [ "'datetime'", "'date_string'", "'int'", "'strings'" ], [ "'intersection'", "'union'", "'symmetric_difference'" ] ], "result": [ 0.0025145403099999996, 0.000128945703, 0.003887489660000001, 0.009602137330000003, 0.00951023642, 0.00985180942, 0.0006892866239999998, 0.0007055759930000001, 0.0030089576699999987, 0.01727981524, 0.0780041497, 0.01000383329 ] }, "indexing.AssignTimeseriesIndex.time_frame_assign_timeseries_index": 0.00024394088699999995, "indexing.CategoricalIndexIndexing.time_get_indexer_list": { "params": [ [ "'monotonic_incr'", "'monotonic_decr'", "'non_monotonic'" ] ], "result": [ 0.009350529069999997, 0.0607748758, 0.06468088810000001 ] }, "indexing.CategoricalIndexIndexing.time_get_loc_scalar": { "params": [ [ "'monotonic_incr'", "'monotonic_decr'", "'non_monotonic'" ] ], "result": [ 5.87438836e-06, 0.00022554236299999976, 0.0002004242220000001 ] }, "indexing.CategoricalIndexIndexing.time_getitem_bool_array": { "params": [ [ "'monotonic_incr'", "'monotonic_decr'", "'non_monotonic'" ] ], "result": [ 0.00022407602100000013, 0.00022509760700000015, 0.0009134935859999997 ] }, "indexing.CategoricalIndexIndexing.time_getitem_list": { "params": [ [ "'monotonic_incr'", "'monotonic_decr'", "'non_monotonic'" ] ], "result": [ 0.001034903617, 0.0010312038280000002, 0.0010297811269999997 ] }, "indexing.CategoricalIndexIndexing.time_getitem_list_like": { "params": [ [ "'monotonic_incr'", "'monotonic_decr'", "'non_monotonic'" ] ], "result": [ 3.339913290000001e-05, 3.3691957600000014e-05, 3.3884917799999984e-05 ] }, "indexing.CategoricalIndexIndexing.time_getitem_scalar": { "params": [ [ "'monotonic_incr'", "'monotonic_decr'", "'non_monotonic'" ] ], "result": [ 3.8774796700000016e-06, 3.777709039999997e-06, 3.838357899999998e-06 ] }, "indexing.CategoricalIndexIndexing.time_getitem_slice": { "params": [ [ "'monotonic_incr'", "'monotonic_decr'", "'non_monotonic'" ] ], "result": [ 2.1827171699999992e-05, 2.2207320700000023e-05, 2.1886089600000003e-05 ] }, "indexing.ChainIndexing.time_chained_indexing": { "params": [ [ "None", "'warn'" ] ], "result": [ 0.03524220530000002, 0.0355342477 ] }, "indexing.DataFrameNumericIndexing.time_bool_indexer": 0.0008494320449999999, "indexing.DataFrameNumericIndexing.time_iloc": 9.802024260000001e-05, "indexing.DataFrameNumericIndexing.time_iloc_dups": 0.000213859888, "indexing.DataFrameNumericIndexing.time_loc": 8.845004670000001e-05, "indexing.DataFrameNumericIndexing.time_loc_dups": 0.002790455670000003, "indexing.DataFrameStringIndexing.time_boolean_rows": 0.00025425834600000007, "indexing.DataFrameStringIndexing.time_boolean_rows_object": 0.00028063760999999987, "indexing.DataFrameStringIndexing.time_getitem_scalar": 8.05233427e-06, "indexing.DataFrameStringIndexing.time_ix": 1.4203940550000001e-05, "indexing.DataFrameStringIndexing.time_loc": 6.770472869999999e-06, "indexing.GetItemSingleColumn.time_frame_getitem_single_column_int": 1.8375383260000007e-06, "indexing.GetItemSingleColumn.time_frame_getitem_single_column_label": 1.6824758960000002e-06, "indexing.InsertColumns.time_assign_with_setitem": 0.009608069240000001, "indexing.InsertColumns.time_insert": 0.0519559595, "indexing.IntervalIndexing.time_getitem_list": 0.00016388820629999995, "indexing.IntervalIndexing.time_getitem_scalar": 0.002021385109999998, "indexing.IntervalIndexing.time_loc_list": 0.0023722056300000014, "indexing.IntervalIndexing.time_loc_scalar": 0.0021604275099999983, "indexing.MethodLookup.time_lookup_iloc": 2.9653259e-07, "indexing.MethodLookup.time_lookup_ix": 8.675687740000002e-06, "indexing.MethodLookup.time_lookup_loc": 3.0281581999999993e-07, "indexing.MultiIndexing.time_frame_ix": 0.000560383735, "indexing.MultiIndexing.time_index_slice": 0.004802217580000001, "indexing.MultiIndexing.time_series_ix": 0.000519517035, "indexing.NonNumericSeriesIndexing.time_getitem_label_slice": { "params": [ [ "'string'", "'datetime'", "'period'" ], [ "'unique_monotonic_inc'", "'nonunique_monotonic_inc'", "'non_monotonic'" ] ], "result": [ 7.744576869999999e-05, 8.686534039999998e-05, 7.747184229999999e-05, 0.0001915723226, 0.0001602241519, 0.00015106637850000003, 0.00022118655200000002, 0.00024407848600000004, 0.00021014904200000007 ] }, "indexing.NonNumericSeriesIndexing.time_getitem_list_like": { "params": [ [ "'string'", "'datetime'", "'period'" ], [ "'unique_monotonic_inc'", "'nonunique_monotonic_inc'", "'non_monotonic'" ] ], "result": [ 0.00042446460800000006, 0.0004155719499999999, 0.00043721532899999984, 0.000577651044, 0.0005442006049999999, 0.0005729978660000001, 0.000739377752, 0.0006091383220000002, 0.0007474384579999997 ] }, "indexing.NonNumericSeriesIndexing.time_getitem_pos_slice": { "params": [ [ "'string'", "'datetime'", "'period'" ], [ "'unique_monotonic_inc'", "'nonunique_monotonic_inc'", "'non_monotonic'" ] ], "result": [ 6.984219559999998e-05, 7.06265664e-05, 7.268605650000005e-05, 0.00015638004989999998, 0.0001285265626, 0.00012439068679999998, 0.0001692623931, 0.0001700188905, 0.00017483353370000004 ] }, "indexing.NonNumericSeriesIndexing.time_getitem_scalar": { "params": [ [ "'string'", "'datetime'", "'period'" ], [ "'unique_monotonic_inc'", "'nonunique_monotonic_inc'", "'non_monotonic'" ] ], "result": [ 7.113804420000012e-06, 1.0318658449999996e-05, 6.083546829999999e-06, 7.894341e-06, 8.395677209999998e-06, 5.802964750000004e-06, 4.0965758699999986e-05, 5.5610406900000006e-05, 2.883064449999999e-05 ] }, "indexing.NumericSeriesIndexing.time_getitem_array": { "params": [ [ "", "", "" ], [ "'unique_monotonic_inc'", "'nonunique_monotonic_inc'" ] ], "result": [ 0.0007169023560000003, 0.08812625459999998, 0.06820760250000002, 0.09213190639999999, 0.22174648399999985, 0.10217470170000001 ] }, "indexing.NumericSeriesIndexing.time_getitem_list_like": { "params": [ [ "", "", "" ], [ "'unique_monotonic_inc'", "'nonunique_monotonic_inc'" ] ], "result": [ 0.00037352097199999987, 0.00039165412000000013, 0.0660842093, 0.00040936196300000007, 0.21931134399999985, 0.00034838724399999997 ] }, "indexing.NumericSeriesIndexing.time_getitem_lists": { "params": [ [ "", "", "" ], [ "'unique_monotonic_inc'", "'nonunique_monotonic_inc'" ] ], "result": [ 0.00485421138, 0.09133125469999999, 0.0714235415, 0.09550203900000001, 0.22744572400000007, 0.10732051449999999 ] }, "indexing.NumericSeriesIndexing.time_getitem_scalar": { "params": [ [ "", "", "" ], [ "'unique_monotonic_inc'", "'nonunique_monotonic_inc'" ] ], "result": [ 1.3056134890000001e-05, 9.697784459999999e-06, 5.538934630000001e-05, 0.001907050553, 1.9149365519999995e-05, 1.768184334e-05 ] }, "indexing.NumericSeriesIndexing.time_getitem_slice": { "params": [ [ "", "", "" ], [ "'unique_monotonic_inc'", "'nonunique_monotonic_inc'" ] ], "result": [ 0.00010495763350000002, 0.0001029436112, 0.00010402233029999999, 0.0001038664718, 8.57922646e-05, 8.353120739999999e-05 ] }, "indexing.NumericSeriesIndexing.time_iloc_array": { "params": [ [ "", "", "" ], [ "'unique_monotonic_inc'", "'nonunique_monotonic_inc'" ] ], "result": [ 0.000125267736, 0.00012338389729999998, 0.00012366584600000002, 0.0001284259551, 9.159178909999994e-05, 9.17080983e-05 ] }, "indexing.NumericSeriesIndexing.time_iloc_list_like": { "params": [ [ "", "", "" ], [ "'unique_monotonic_inc'", "'nonunique_monotonic_inc'" ] ], "result": [ 8.79829443e-05, 8.867310439999998e-05, 8.833387980000001e-05, 8.775446099999997e-05, 5.5128840600000026e-05, 5.5384478400000004e-05 ] }, "indexing.NumericSeriesIndexing.time_iloc_scalar": { "params": [ [ "", "", "" ], [ "'unique_monotonic_inc'", "'nonunique_monotonic_inc'" ] ], "result": [ 7.669314269999998e-06, 7.791740760000003e-06, 7.510745329999999e-06, 7.680794600000001e-06, 7.604099880000002e-06, 7.522781170000004e-06 ] }, "indexing.NumericSeriesIndexing.time_iloc_slice": { "params": [ [ "", "", "" ], [ "'unique_monotonic_inc'", "'nonunique_monotonic_inc'" ] ], "result": [ 8.110275769999995e-05, 8.40897713e-05, 8.401617139999999e-05, 8.223238959999999e-05, 5.127080660000001e-05, 5.04267287e-05 ] }, "indexing.NumericSeriesIndexing.time_ix_array": { "params": [ [ "", "", "" ], [ "'unique_monotonic_inc'", "'nonunique_monotonic_inc'" ] ], "result": [ 0.0006362764060000001, 0.08734560250000001, 0.0006693108599999999, 0.09124110059999999, 0.09010796459999999, 0.10485235379999999 ] }, "indexing.NumericSeriesIndexing.time_ix_list_like": { "params": [ [ "", "", "" ], [ "'unique_monotonic_inc'", "'nonunique_monotonic_inc'" ] ], "result": [ 0.0003333570779999999, 0.00035898137600000004, 0.0003455991440000001, 0.00036513980299999994, 0.0896294411, 0.00033787885500000006 ] }, "indexing.NumericSeriesIndexing.time_ix_scalar": { "params": [ [ "", "", "" ], [ "'unique_monotonic_inc'", "'nonunique_monotonic_inc'" ] ], "result": [ 4.5515973200000005e-05, 4.29669648e-05, 9.454273559999997e-05, 0.001979359821, 6.22323288e-05, 5.7614834299999984e-05 ] }, "indexing.NumericSeriesIndexing.time_ix_slice": { "params": [ [ "", "", "" ], [ "'unique_monotonic_inc'", "'nonunique_monotonic_inc'" ] ], "result": [ 0.00012528319519999998, 0.00012541324060000002, 0.0001849838674, 0.0021611845099999984, 0.00010905832419999997, 0.0001093916135 ] }, "indexing.NumericSeriesIndexing.time_loc_array": { "params": [ [ "", "", "" ], [ "'unique_monotonic_inc'", "'nonunique_monotonic_inc'" ] ], "result": [ 0.000605378207, 0.09266951709999996, 0.06629864029999999, 0.09204030549999997, 0.22220055900000002, 0.1041923816 ] }, "indexing.NumericSeriesIndexing.time_loc_list_like": { "params": [ [ "", "", "" ], [ "'unique_monotonic_inc'", "'nonunique_monotonic_inc'" ] ], "result": [ 0.0003113484249999998, 0.00032236632, 0.06570374429999996, 0.00033236513600000015, 0.22016986100000002, 0.00030159338300000016 ] }, "indexing.NumericSeriesIndexing.time_loc_scalar": { "params": [ [ "", "", "" ], [ "'unique_monotonic_inc'", "'nonunique_monotonic_inc'" ] ], "result": [ 2.89072923e-05, 2.6542180000000014e-05, 7.40188941e-05, 0.0019664928530000003, 4.27434114e-05, 3.8616307000000004e-05 ] }, "indexing.NumericSeriesIndexing.time_loc_slice": { "params": [ [ "", "", "" ], [ "'unique_monotonic_inc'", "'nonunique_monotonic_inc'" ] ], "result": [ 0.00010048587929999994, 0.0001009670415, 0.0001442365259, 0.002079045100000001, 8.557106099999998e-05, 8.291587019999999e-05 ] }, "indexing.Take.time_take": { "params": [ [ "'int'", "'datetime'" ] ], "result": [ 0.00391091968, 0.0037899836600000024 ] }, "indexing_engines.NumericEngineIndexing.time_get_loc": { "params": [ [ "(, )", "(, )", "(, )", "(, )", "(, )", "(, )", "(, )", "(, )", "(, )" ], [ "'monotonic_incr'", "'monotonic_decr'", "'non_monotonic'" ] ], "result": [ 2.5106466500000015e-06, 0.0002932210820000001, 0.0002681625909999998, 0.0002636545179999996, 0.0002455014590000002, 0.0002206254080000001, 0.00023977787900000003, 0.00022835815999999997, 0.0002045606059999998, 0.00022197907599999977, 0.00021672055999999974, 0.00019389535, 0.0005155675589999999, 0.0002932975449999999, 0.00026979211599999984, 0.0002636406789999999, 0.00024612260500000006, 0.00022169213799999986, 0.00022224563900000006, 0.00022041346099999993, 0.00019286811120000004, 2.694162440000001e-06, 0.0002772645950000001, 0.000253853959, 0.00028339002700000006, 0.00024077473199999978, 0.000219448466 ] }, "indexing_engines.ObjectEngineIndexing.time_get_loc": { "params": [ [ "'monotonic_incr'", "'monotonic_decr'", "'non_monotonic'" ] ], "result": [ 3.969524679999999e-06, 0.0037800664200000034, 0.0037227760200000005 ] }, "inference.DateInferOps.time_add_timedeltas": 0.00475920785, "inference.DateInferOps.time_subtract_datetimes": 0.00524942065, "inference.DateInferOps.time_timedelta_plus_datetime": 0.006861564580000002, "inference.MaybeConvertNumeric.time_convert": 0.36491396900000006, "inference.NumericInferOps.time_add": { "params": [ [ "", "", "", "", "", "", "", "", "", "" ] ], "result": [ 0.00162498073, 0.001306091501, 0.00037044861600000025, 0.0006022306319999999, 0.001309897797, 0.0015463477219999997, 0.0002799063100000001, 0.00023571133300000002, 0.0002823404169999999, 0.00023826046499999997 ] }, "inference.NumericInferOps.time_divide": { "params": [ [ "", "", "", "", "", "", "", "", "", "" ] ], "result": [ 0.0028523716899999975, 0.0026275669399999967, 0.001199505822, 0.001630516956, 0.0014439611079999995, 0.00209677573, 0.0011297688810000003, 0.001134141932, 0.0011186170840000002, 0.0013403953660000001 ] }, "inference.NumericInferOps.time_modulo": { "params": [ [ "", "", "", "", "", "", "", "", "", "" ] ], "result": [ 0.005877712759999998, 0.0025696134500000013, 0.002589805329999999, 0.005178342229999999, 0.00354342728, 0.003464720079999999, 0.0028930497599999995, 0.00299023858, 0.0024614482699999995, 0.0025901602600000005 ] }, "inference.NumericInferOps.time_multiply": { "params": [ [ "", "", "", "", "", "", "", "", "", "" ] ], "result": [ 0.001671973256, 0.0012562475399999998, 0.00037302391599999997, 0.000610054586, 0.0012246843639999998, 0.0015207280229999997, 0.00028218547900000026, 0.00023381148900000027, 0.0002793876689999999, 0.00023625370199999995 ] }, "inference.NumericInferOps.time_subtract": { "params": [ [ "", "", "", "", "", "", "", "", "", "" ] ], "result": [ 0.001618530437, 0.0012922390430000002, 0.0003734287599999999, 0.0005778953149999996, 0.0013655384320000001, 0.0016064398610000001, 0.000281707038, 0.000234385933, 0.000287632595, 0.00023557779199999995 ] }, "inference.ToNumeric.time_from_float": { "params": [ [ "'ignore'", "'coerce'" ] ], "result": [ 4.5873759199999985e-05, 4.44555016e-05 ] }, "inference.ToNumeric.time_from_numeric_str": { "params": [ [ "'ignore'", "'coerce'" ] ], "result": [ 0.0021389377399999997, 0.0021667632299999995 ] }, "inference.ToNumeric.time_from_str": { "params": [ [ "'ignore'", "'coerce'" ] ], "result": [ 0.000208989737, 0.005619174999999999 ] }, "inference.ToNumericDowncast.time_downcast": { "params": [ [ "'string-float'", "'string-int'", "'string-nint'", "'datetime64'", "'int-list'", "'int32'" ], [ "None", "'integer'", "'signed'", "'unsigned'", "'float'" ] ], "result": [ 0.10082602629999995, 0.12937839140000001, 0.1297030415, 0.12811075030000002, 0.10323671540000001, 0.13840389390000002, 0.14542081789999997, 0.14470306380000003, 0.1601269374, 0.13779494870000003, 0.13411928260000003, 0.14101145190000003, 0.14050524200000006, 0.13462174870000004, 0.13373050459999997, 0.0008278059610000001, 0.013445989939999998, 0.013332712900000003, 0.01424122231, 0.0016767828689999997, 0.025500660600000002, 0.032843799800000004, 0.03266904940000002, 0.033190939900000015, 0.026134163300000023, 5.732520800000001e-06, 0.0068320524400000025, 0.006766906919999999, 0.007209411619999999, 0.0001600150666 ] }, "io.csv.ParseDateComparison.time_read_csv_dayfirst": { "params": [ [ "False", "True" ] ], "result": [ 0.007676454769999999, 0.004061743349999997 ] }, "io.csv.ParseDateComparison.time_to_datetime_dayfirst": { "params": [ [ "False", "True" ] ], "result": [ 0.007527608199999997, 0.004109339530000002 ] }, "io.csv.ParseDateComparison.time_to_datetime_format_DD_MM_YYYY": { "params": [ [ "False", "True" ] ], "result": [ 0.018688965310000003, 0.00408599833 ] }, "io.csv.ReadCSVCachedParseDates.time_read_csv_cached": { "params": [ [ "True", "False" ] ], "result": [ 0.0020631128500000016, 0.001992104151 ] }, "io.csv.ReadCSVCategorical.time_convert_direct": 0.032869286900000017, "io.csv.ReadCSVCategorical.time_convert_post": 0.04582368459999999, "io.csv.ReadCSVComment.time_comment": 0.01944781739999999, "io.csv.ReadCSVConcatDatetime.time_read_csv": 0.02297262499999999, "io.csv.ReadCSVConcatDatetimeBadDateValue.time_read_csv": { "params": [ [ "'nan'", "'0'", "''" ] ], "result": [ 0.011309995280000002, 0.012025186719999996, 0.010541173579999997 ] }, "io.csv.ReadCSVDInferDatetimeFormat.time_read_csv": { "params": [ [ "True", "False" ], [ "'custom'", "'iso8601'", "'ymd'" ] ], "result": [ 0.005000930520000002, 0.00214445416, 0.0022673151000000002, 0.08951178139999998, 0.001832031368, 0.0017374321210000003 ] }, "io.csv.ReadCSVFloatPrecision.time_read_csv": { "params": [ [ "','", "';'" ], [ "'.'", "'_'" ], [ "None", "'high'", "'round_trip'" ] ], "result": [ 0.0019076061019999999, 0.0018601782689999997, 0.0025846123100000005, 0.00212118448, 0.0021115011500000016, 0.0020789704499999994, 0.0019045151780000002, 0.001858674419, 0.002575103059999999, 0.002096065250000001, 0.0021431166800000012, 0.002096590610000002 ] }, "io.csv.ReadCSVFloatPrecision.time_read_csv_python_engine": { "params": [ [ "','", "';'" ], [ "'.'", "'_'" ], [ "None", "'high'", "'round_trip'" ] ], "result": [ 0.003577552919999998, 0.003560646940000001, 0.0035368132399999984, 0.003081528739999997, 0.0030492998300000007, 0.0030667160400000017, 0.0036885953599999975, 0.003584622639999999, 0.0035512672199999986, 0.00310798755, 0.0031085418600000003, 0.00304388184 ] }, "io.csv.ReadCSVMemoryGrowth.mem_parser_chunks": 0, "io.csv.ReadCSVParseDates.time_baseline": 0.00201632507, "io.csv.ReadCSVParseDates.time_multiple_date": 0.00249151023, "io.csv.ReadCSVParseSpecialDate.time_read_special_date": { "params": [ [ "'mY'", "'mdY'", "'hm'" ] ], "result": [ 0.006665327110000001, 0.00406509083, 0.003780730159999999 ] }, "io.csv.ReadCSVSkipRows.time_skipprows": { "params": [ [ "None", "10000" ] ], "result": [ 0.013345242170000002, 0.009362449839999998 ] }, "io.csv.ReadCSVThousands.time_thousands": { "params": [ [ "','", "'|'" ], [ "None", "','" ] ], "result": [ 0.011095556860000001, 0.012887741889999997, 0.01100614486, 0.013060508899999998 ] }, "io.csv.ReadUint64Integers.time_read_uint64": 0.0027574393799999998, "io.csv.ReadUint64Integers.time_read_uint64_na_values": 0.004816576399999999, "io.csv.ReadUint64Integers.time_read_uint64_neg_values": 0.00458323847, "io.csv.ToCSV.time_frame": { "params": [ [ "'wide'", "'long'", "'mixed'" ] ], "result": [ 0.1144428552, 0.18668769870000004, 0.022972971400000007 ] }, "io.csv.ToCSVDatetime.time_frame_date_formatting": 0.006991865829999999, "io.csv.ToCSVDatetimeBig.time_frame": { "params": [ [ "1000", "10000", "100000" ] ], "result": [ 0.00482478685, 0.04201675539999998, 0.421785858 ] }, "io.excel.ReadExcel.time_read_excel": { "params": [ [ "'xlrd'", "'openpyxl'", "'odf'" ] ], "result": [ 0.131037809, 0.236896314, 0.6438865069999999 ] }, "io.excel.WriteExcel.time_write_excel": { "params": [ [ "'openpyxl'", "'xlsxwriter'", "'xlwt'" ] ], "result": [ 0.37036945500000007, 0.24532182999999996, 0.20029703900000007 ] }, "io.hdf.HDF.time_read_hdf": { "params": [ [ "'table'", "'fixed'" ] ], "result": [ 0.07042791410000002, 0.01494098298 ] }, "io.hdf.HDF.time_write_hdf": { "params": [ [ "'table'", "'fixed'" ] ], "result": [ 0.07062887749999999, 0.02111237989999999 ] }, "io.hdf.HDFStoreDataFrame.time_query_store_table": 0.005078012329999999, "io.hdf.HDFStoreDataFrame.time_query_store_table_wide": 0.007495669149999999, "io.hdf.HDFStoreDataFrame.time_read_store": 0.014437512229999996, "io.hdf.HDFStoreDataFrame.time_read_store_mixed": 0.017002148139999996, "io.hdf.HDFStoreDataFrame.time_read_store_table": 0.0036005405499999997, "io.hdf.HDFStoreDataFrame.time_read_store_table_mixed": 0.034016545100000004, "io.hdf.HDFStoreDataFrame.time_read_store_table_wide": 0.008796015980000007, "io.hdf.HDFStoreDataFrame.time_store_info": 0.001710340356, "io.hdf.HDFStoreDataFrame.time_store_repr": 3.129328779999998e-06, "io.hdf.HDFStoreDataFrame.time_store_str": 3.2847971900000018e-06, "io.hdf.HDFStoreDataFrame.time_write_store": 0.013422738550000002, "io.hdf.HDFStoreDataFrame.time_write_store_mixed": 0.02006354720000001, "io.hdf.HDFStoreDataFrame.time_write_store_table": 0.04655061750000002, "io.hdf.HDFStoreDataFrame.time_write_store_table_dc": 0.28691700870000003, "io.hdf.HDFStoreDataFrame.time_write_store_table_mixed": 0.057332006400000024, "io.hdf.HDFStoreDataFrame.time_write_store_table_wide": 0.06366154580000001, "io.json.ReadJSON.time_read_json": { "params": [ [ "'split'", "'index'", "'records'" ], [ "'int'", "'datetime'" ] ], "result": [ 0.08672263490000001, 0.09154669709999999, 0.749350738, 0.6749463520000001, 0.19518232400000013, 0.19556903800000014 ] }, "io.json.ReadJSONLines.peakmem_read_json_lines": { "params": [ [ "'int'", "'datetime'" ] ], "result": [ 172896256, 172695552 ] }, "io.json.ReadJSONLines.peakmem_read_json_lines_concat": { "params": [ [ "'int'", "'datetime'" ] ], "result": [ 127270912, 127221760 ] }, "io.json.ReadJSONLines.time_read_json_lines": { "params": [ [ "'int'", "'datetime'" ] ], "result": [ 0.24006941699999995, 0.23956833399999988 ] }, "io.json.ReadJSONLines.time_read_json_lines_concat": { "params": [ [ "'int'", "'datetime'" ] ], "result": [ 0.24204631799999987, 0.24359728199999964 ] }, "io.json.ToJSON.peakmem_to_json": { "params": [ [ "'split'", "'columns'", "'index'", "'values'", "'records'" ], [ "'df'", "'df_date_idx'", "'df_td_int_ts'", "'df_int_floats'", "'df_int_float_str'" ] ], "result": [ 109080576, 114765824, 107790336, 114597888, 115220480, 120287232, 128311296, 128569344, 131260416, 132067328, 118288384, 119771136, 122150912, 126746624, 127012864, 107712512, 107544576, 104939520, 107737088, 108208128, 115826688, 115650560, 118136832, 122458112, 123170816 ] }, "io.json.ToJSON.peakmem_to_json_wide": { "params": [ [ "'split'", "'columns'", "'index'", "'values'", "'records'" ], [ "'df'", "'df_date_idx'", "'df_td_int_ts'", "'df_int_floats'", "'df_int_float_str'" ] ], "result": [ 121548800, 121794560, 118726656, 125583360, 124866560, 130953216, 141246464, 140816384, 148094976, 146952192, 132567040, 132571136, 130871296, 137678848, 136904704, 121466880, 121499648, 118566912, 125542400, 124555264, 132444160, 132780032, 130801664, 137977856, 137125888 ] }, "io.json.ToJSON.time_to_json": { "params": [ [ "'split'", "'columns'", "'index'", "'values'", "'records'" ], [ "'df'", "'df_date_idx'", "'df_td_int_ts'", "'df_int_floats'", "'df_int_float_str'" ] ], "result": [ 0.0666615824, 0.0818748722, 0.11108682659999998, 0.09211397329999997, 0.09053065689999999, 0.07819132059999996, 0.24184586900000005, 0.2715576099999999, 0.24843755600000006, 0.2502825009999998, 0.08915168639999997, 0.262213563, 0.2818566109999998, 0.2626917959999999, 0.27054194600000026, 0.05892284450000003, 0.05968992800000002, 0.09568016959999999, 0.0711595388, 0.07170156450000001, 0.07129628010000003, 0.0708073994, 0.11132916760000003, 0.09034537470000004, 0.0922874008 ] }, "io.json.ToJSON.time_to_json_wide": { "params": [ [ "'split'", "'columns'", "'index'", "'values'", "'records'" ], [ "'df'", "'df_date_idx'", "'df_td_int_ts'", "'df_int_floats'", "'df_int_float_str'" ] ], "result": [ 0.0893349158, 0.09110021540000002, 0.1618152983, 0.12316923400000004, 0.1519469607, 0.09614635459999996, 0.11758626779999996, 0.18526056300000016, 0.14301925079999994, 0.17565637500000003, 0.09798339779999998, 0.10029466549999996, 0.18555453549999998, 0.1360710331, 0.16278367850000003, 0.08744327209999998, 0.0906642403, 0.16406219739999997, 0.11670949149999994, 0.1517198306, 0.098876308, 0.10142858640000005, 0.18892604889999998, 0.13337536629999996, 0.16385596350000003 ] }, "io.json.ToJSONLines.time_delta_int_tstamp_lines": 0.1558489992, "io.json.ToJSONLines.time_float_int_lines": 0.14201506390000004, "io.json.ToJSONLines.time_float_int_str_lines": 0.14558018180000004, "io.json.ToJSONLines.time_floats_with_dt_index_lines": 0.11041335970000002, "io.json.ToJSONLines.time_floats_with_int_idex_lines": 0.10930450039999999, "io.json.ToJSONMem.peakmem_float": 59592704, "io.json.ToJSONMem.peakmem_int": 59498496, "io.msgpack.MSGPack.time_read_msgpack": 0.011644446400000001, "io.msgpack.MSGPack.time_write_msgpack": 0.024951235300000006, "io.parsers.ConcatDateCols.time_check_concat": { "params": [ [ "1234567890", "'AAAA'" ], [ "1", "2" ] ], "result": [ 0.000946014699, 0.0022705025199999994, 0.0004717019929999999, 0.0012076579410000004 ] }, "io.parsers.DoesStringLookLikeDatetime.time_check_datetimes": { "params": [ [ "'2Q2005'", "'0.0'", "'10000'" ] ], "result": [ 0.04564402029999996, 0.03429823569999999, 0.04723544050000002 ] }, "io.pickle.Pickle.time_read_pickle": 0.008484243390000002, "io.pickle.Pickle.time_write_pickle": 0.019346853399999996, "io.sas.SAS.time_read_msgpack": { "params": [ [ "'sas7bdat'", "'xport'" ] ], "result": [ 0.09201275310000001, 0.0051989576800000005 ] }, "io.sql.ReadSQLTable.time_read_sql_table_all": 0.03329506680000001, "io.sql.ReadSQLTable.time_read_sql_table_parse_dates": 0.011967728070000001, "io.sql.ReadSQLTableDtypes.time_read_sql_table_column": { "params": [ [ "'float'", "'float_with_nan'", "'string'", "'bool'", "'int'", "'datetime'" ] ], "result": [ 0.009420915330000001, 0.00944072358, 0.01016087674, 0.009518443109999995, 0.010501283240000001, 0.015325680240000002 ] }, "io.sql.SQL.time_read_sql_query": { "params": [ [ "'sqlalchemy'", "'sqlite'" ] ], "result": [ 0.024342554500000002, 0.021003740700000016 ] }, "io.sql.SQL.time_to_sql_dataframe": { "params": [ [ "'sqlalchemy'", "'sqlite'" ] ], "result": [ 0.09866215800000004, 0.05290707530000001 ] }, "io.sql.WriteSQLDtypes.time_read_sql_query_select_column": { "params": [ [ "'sqlalchemy'", "'sqlite'" ], [ "'float'", "'float_with_nan'", "'string'", "'bool'", "'int'", "'datetime'" ] ], "result": [ 0.007411967229999998, 0.00729974254, 0.007939047930000004, 0.008290542029999997, 0.008298659270000001, 0.00783234781, 0.0044608582600000005, 0.004380233390000001, 0.0050180704399999995, 0.005354235979999999, 0.0054481845400000005, 0.005043822150000001 ] }, "io.sql.WriteSQLDtypes.time_to_sql_dataframe_column": { "params": [ [ "'sqlalchemy'", "'sqlite'" ], [ "'float'", "'float_with_nan'", "'string'", "'bool'", "'int'", "'datetime'" ] ], "result": [ 0.03877133860000002, 0.0415963627, 0.04074505659999996, 0.041352181499999974, 0.03838795460000002, 0.05677496339999999, 0.019832154509999998, 0.021395267099999993, 0.019830974020000003, 0.02574160670000001, 0.019485734899999985, 0.0317078008 ] }, "io.stata.Stata.time_read_stata": { "params": [ [ "'tc'", "'td'", "'tm'", "'tw'", "'th'", "'tq'", "'ty'" ] ], "result": [ 0.07318155150000001, 0.07306190520000003, 0.07913159879999995, 0.07937067820000002, 0.08004965139999998, 0.08071194940000001, 0.07534000650000001 ] }, "io.stata.Stata.time_write_stata": { "params": [ [ "'tc'", "'td'", "'tm'", "'tw'", "'th'", "'tq'", "'ty'" ] ], "result": [ 0.11872183060000001, 0.11945388729999999, 0.1376166242, 0.1402936125, 0.1372703441, 0.13656828940000004, 0.1310683885 ] }, "io.stata.StataMissing.time_read_stata": { "params": [ [ "'tc'", "'td'", "'tm'", "'tw'", "'th'", "'tq'", "'ty'" ] ], "result": [ 0.15688281739999996, 0.15513148110000002, 0.16255126400000003, 0.1633521504, 0.16291675650000004, 0.16234731519999998, 0.15712684209999997 ] }, "io.stata.StataMissing.time_write_stata": { "params": [ [ "'tc'", "'td'", "'tm'", "'tw'", "'th'", "'tq'", "'ty'" ] ], "result": [ 0.16062757870000002, 0.1637075636, 0.1791786411, 0.18380503850000007, 0.1817177031, 0.18347793990000003, 0.1757537502 ] }, "join_merge.Align.time_series_align_int64_index": 0.026740508500000003, "join_merge.Align.time_series_align_left_monotonic": 0.009442999919999999, "join_merge.Append.time_append_homogenous": 0.0003897410239999999, "join_merge.Append.time_append_mixed": 0.0007686028399999997, "join_merge.Concat.time_concat_empty_left": { "params": [ [ "0", "1" ] ], "result": [ 0.00018874623669999999, 0.00020372109299999998 ] }, "join_merge.Concat.time_concat_empty_right": { "params": [ [ "0", "1" ] ], "result": [ 0.0001910957558, 0.00020400394300000023 ] }, "join_merge.Concat.time_concat_mixed_ndims": { "params": [ [ "0", "1" ] ], "result": [ 0.0002365589990000001, 0.0006095512259999998 ] }, "join_merge.Concat.time_concat_series": { "params": [ [ "0", "1" ] ], "result": [ 0.014289278600000004, 0.09914826890000002 ] }, "join_merge.Concat.time_concat_small_frames": { "params": [ [ "0", "1" ] ], "result": [ 0.036586354099999975, 0.023441054399999994 ] }, "join_merge.ConcatDataFrames.time_c_ordered": { "params": [ [ "0", "1" ], [ "True", "False" ] ], "result": [ 0.02120387400000001, 0.020807501699999988, 0.044123138000000006, 0.0453272554 ] }, "join_merge.ConcatDataFrames.time_f_ordered": { "params": [ [ "0", "1" ], [ "True", "False" ] ], "result": [ 0.027087056100000017, 0.027834494399999986, 0.033263542599999994, 0.033424833099999995 ] }, "join_merge.I8Merge.time_i8merge": { "params": [ [ "'inner'", "'outer'", "'left'", "'right'" ] ], "result": [ 0.593267607, 0.5894972270000003, 0.6048302419999998, 0.5873358 ] }, "join_merge.Join.time_join_dataframe_index_multi": { "params": [ [ "True", "False" ] ], "result": [ 0.01888532629, 0.013323202260000002 ] }, "join_merge.Join.time_join_dataframe_index_shuffle_key_bigger_sort": { "params": [ [ "True", "False" ] ], "result": [ 0.012457623210000004, 0.01020187892 ] }, "join_merge.Join.time_join_dataframe_index_single_key_bigger": { "params": [ [ "True", "False" ] ], "result": [ 0.012599811550000001, 0.010437142750000001 ] }, "join_merge.Join.time_join_dataframe_index_single_key_small": { "params": [ [ "True", "False" ] ], "result": [ 0.00978182267, 0.009725952370000002 ] }, "join_merge.JoinIndex.time_left_outer_join_index": 0.9981729230000003, "join_merge.JoinNonUnique.time_join_non_unique_equal": 0.0005763762660000002, "join_merge.Merge.time_merge_2intkey": { "params": [ [ "True", "False" ] ], "result": [ 0.02946664969999997, 0.012821208779999997 ] }, "join_merge.Merge.time_merge_dataframe_integer_2key": { "params": [ [ "True", "False" ] ], "result": [ 0.012130423960000001, 0.00589637723 ] }, "join_merge.Merge.time_merge_dataframe_integer_key": { "params": [ [ "True", "False" ] ], "result": [ 0.0024823321100000007, 0.0020968961899999984 ] }, "join_merge.MergeAsof.time_by_int": { "params": [ [ "'backward'", "'forward'", "'nearest'" ], [ "None", "5" ] ], "result": [ 0.056216583699999975, 0.056202031099999994, 0.11409968420000001, 0.11488546120000001, 0.1598950951, 0.15943988120000002 ] }, "join_merge.MergeAsof.time_by_object": { "params": [ [ "'backward'", "'forward'", "'nearest'" ], [ "None", "5" ] ], "result": [ 0.06452686219999997, 0.06506135310000002, 0.1292639199, 0.12981301710000004, 0.17994869810000003, 0.1804798184 ] }, "join_merge.MergeAsof.time_multiby": { "params": [ [ "'backward'", "'forward'", "'nearest'" ], [ "None", "5" ] ], "result": [ 0.607452221, 0.586690865, 0.6967686419999999, 0.6902274289999997, 0.7825680429999995, 0.7781493919999996 ] }, "join_merge.MergeAsof.time_on_int": { "params": [ [ "'backward'", "'forward'", "'nearest'" ], [ "None", "5" ] ], "result": [ 0.012304302090000002, 0.01242711318, 0.012859124410000002, 0.01297382083, 0.015068871420000001, 0.01526051983 ] }, "join_merge.MergeAsof.time_on_int32": { "params": [ [ "'backward'", "'forward'", "'nearest'" ], [ "None", "5" ] ], "result": [ 0.01278280988, 0.01297426632, 0.01342878887, 0.013581120030000005, 0.015317740610000002, 0.015470717269999996 ] }, "join_merge.MergeAsof.time_on_uint64": { "params": [ [ "'backward'", "'forward'", "'nearest'" ], [ "None", "5" ] ], "result": [ 0.012307263270000002, 0.012470518390000001, 0.012851737800000002, 0.012993494869999997, 0.014936969150000005, 0.015291189730000002 ] }, "join_merge.MergeCategoricals.time_merge_cat": 0.22897422200000017, "join_merge.MergeCategoricals.time_merge_object": 0.6293492109999999, "join_merge.MergeOrdered.time_merge_ordered": 0.0743985903, "multiindex_object.CategoricalLevel.time_categorical_level": 0.01902874739999998, "multiindex_object.Duplicated.time_duplicated": 0.06564333490000003, "multiindex_object.Duplicates.time_remove_unused_levels": 0.0005127120650000001, "multiindex_object.GetLoc.time_large_get_loc": 4.635066710000002e-05, "multiindex_object.GetLoc.time_large_get_loc_warm": 0.0472047587, "multiindex_object.GetLoc.time_med_get_loc": 4.6694697200000014e-05, "multiindex_object.GetLoc.time_med_get_loc_warm": 0.0470409455, "multiindex_object.GetLoc.time_small_get_loc_warm": 0.0464686014, "multiindex_object.GetLoc.time_string_get_loc": 4.708218430000002e-05, "multiindex_object.Integer.time_get_indexer": 0.001464109209, "multiindex_object.Integer.time_is_monotonic": 2.0139625400000006e-07, "multiindex_object.Sortlevel.time_sortlevel_int64": 0.35280054000000005, "multiindex_object.Sortlevel.time_sortlevel_one": 0.009820742580000002, "multiindex_object.Sortlevel.time_sortlevel_zero": 0.009888002839999998, "multiindex_object.Values.time_datetime_level_values_copy": 0.21817438999999994, "multiindex_object.Values.time_datetime_level_values_sliced": 0.0004963385709999999, "offset.ApplyIndex.time_apply_index": { "params": [ [ "", "", "", "", "", "", "", "", "", "" ] ], "result": [ 0.0010244370580000002, 0.0008802251550000002, 0.00098637236, 0.0009255191490000004, 0.0009956765399999998, 0.0008486796529999999, 0.001578718071, 0.006280353410000003, 0.007698532980000001, 0.007183329110000001 ] }, "offset.OffestDatetimeArithmetic.time_add": { "params": [ [ "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "" ] ], "result": [ 2.6203553199999985e-05, 1.4803743429999999e-05, 1.6151961359999998e-05, 1.462380763e-05, 1.5209383400000002e-05, 1.560049608e-05, 1.487041659e-05, 2.3116614600000006e-05, 2.4931475599999998e-05, 0.00016396056769999996, 0.00010596888209999999, 0.00010750127859999999, 1.425433108e-05, 1.4375775209999997e-05, 1.5511015829999998e-05, 1.681086842e-05, 1.4226253990000002e-05, 1.4080119660000002e-05, 1.709709696e-05, 1.4503047359999997e-05, 1.590440867e-05, 1.5439785519999994e-05 ] }, "offset.OffestDatetimeArithmetic.time_add_10": { "params": [ [ "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "" ] ], "result": [ 3.1381178499999995e-05, 1.987589679e-05, 2.354359279999998e-05, 2.2391777700000003e-05, 2.0928714199999996e-05, 2.014570229999999e-05, 1.8014854729999997e-05, 3.9018883200000024e-05, 3.47898227e-05, 0.00017942269289999998, 0.00013201591989999998, 0.0001367884448, 1.973075710000001e-05, 2.0080420200000003e-05, 2.0067482700000006e-05, 2.1925194199999988e-05, 1.9621570139999997e-05, 1.9253997789999994e-05, 7.421058009999999e-05, 2.1622598700000008e-05, 2.316550180000001e-05, 2.171919820000001e-05 ] }, "offset.OffestDatetimeArithmetic.time_apply": { "params": [ [ "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "" ] ], "result": [ 3.0347614999999985e-05, 1.3274595549999998e-05, 1.2800981410000001e-05, 1.3726322670000001e-05, 1.3493430740000001e-05, 1.2989590489999996e-05, 1.2722169499999998e-05, 2.168184230000001e-05, 2.4166071599999996e-05, 0.00015882003759999996, 0.0001084877901, 0.0001108053687, 1.301621978e-05, 1.2687000319999998e-05, 1.374339418e-05, 1.483433452e-05, 1.3226266249999998e-05, 1.3977425929999998e-05, 1.559550215e-05, 1.3707094399999998e-05, 1.5479688269999996e-05, 1.4621282660000006e-05 ] }, "offset.OffestDatetimeArithmetic.time_apply_np_dt64": { "params": [ [ "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "" ] ], "result": [ 2.5741212999999985e-05, 1.38664888e-05, 1.397326326e-05, 1.4603227480000003e-05, 1.4264655249999998e-05, 1.6545903319999996e-05, 1.3451601599999997e-05, 2.456316059999999e-05, 2.364139809999999e-05, 0.00015864074840000003, 0.00010792200889999996, 0.00010824397279999998, 1.3333563930000003e-05, 1.3777817179999995e-05, 1.4931277360000008e-05, 1.3140836059999997e-05, 1.3223224910000002e-05, 1.3790587949999998e-05, 1.614617012e-05, 1.3826750979999999e-05, 1.4412556260000002e-05, 1.5444892569999997e-05 ] }, "offset.OffestDatetimeArithmetic.time_subtract": { "params": [ [ "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "" ] ], "result": [ 3.245249669999999e-05, 2.044483370000001e-05, 2.2654723499999996e-05, 2.1431740099999998e-05, 2.1698930600000012e-05, 1.8819963299999996e-05, 1.877791040000001e-05, 4.2068360300000004e-05, 3.888790150000001e-05, 0.00014548137860000002, 0.00018991622569999997, 0.00017148359239999998, 2.0143585589999997e-05, 2.1754086499999992e-05, 2.308662080000001e-05, 2.076162479999999e-05, 1.9236675339999997e-05, 1.918395909e-05, 4.369506959999998e-05, 2.10858891e-05, 2.4583665499999995e-05, 2.2464154300000017e-05 ] }, "offset.OffestDatetimeArithmetic.time_subtract_10": { "params": [ [ "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "" ] ], "result": [ 3.4328891299999986e-05, 2.3929870399999987e-05, 2.441154320000001e-05, 2.6285009599999997e-05, 2.7177473100000027e-05, 2.1533555599999986e-05, 2.204014080000001e-05, 4.339605870000001e-05, 4.4556054099999984e-05, 0.0001516084165, 0.00014435317399999996, 0.0001382734513999999, 2.2954465400000013e-05, 2.2752220599999996e-05, 2.3874362799999992e-05, 2.3512310000000003e-05, 2.284174240000001e-05, 2.0549575899999973e-05, 0.00014225875419999996, 2.496544890000001e-05, 2.654674830000001e-05, 2.6172062900000004e-05 ] }, "offset.OffsetDatetimeIndexArithmetic.time_add_offset": { "params": [ [ "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "" ] ], "result": [ 0.00046631653800000006, 0.0002630099399999999, 0.00024191689300000018, 0.0002621137360000001, 0.0002427740839999999, 0.00026553095600000007, 0.0002407479160000001, 0.029191993199999988, 0.026110950500000008, 0.16072420329999998, 0.10830103319999998, 0.1068277363, 0.00024308062399999985, 0.00022750547999999981, 0.00023454792800000002, 0.00022874197600000024, 0.00023845340999999998, 0.00022495109800000002, 0.000649727011, 0.002201469899999999, 0.002730944769999999, 0.0025081968600000003 ] }, "offset.OffsetSeriesArithmetic.time_add_offset": { "params": [ [ "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "" ] ], "result": [ 0.00044475912200000025, 0.0004846013359999999, 0.0004582926630000004, 0.00047722331100000015, 0.0004606085310000001, 0.0004886399780000001, 0.00045432840200000023, 0.028871025099999992, 0.026545373799999994, 0.1603371287, 0.11293406939999998, 0.11394041510000001, 0.000461022931, 0.0004453831570000002, 0.0004494286299999999, 0.0004578508750000001, 0.0004561880509999998, 0.00044444924600000024, 0.000632355918, 0.0021627042799999985, 0.0027482780799999995, 0.00257117461 ] }, "offset.OnOffset.time_on_offset": { "params": [ [ "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "" ] ], "result": [ 5.275715330000001e-06, 9.72608644e-06, 3.544283159999999e-06, 5.578755609999999e-06, 5.480811140000001e-06, 6.521773789999998e-06, 6.252252060000001e-06, 0.00020015849819999998, 0.00018953231669999998, 0.005769005150000002, 0.00602804087, 0.00582808414, 9.61298485e-06, 3.478352189999998e-06, 5.419537420000004e-06, 4.966413000000001e-06, 6.117177150000002e-06, 4.942965100000003e-06, 4.152568739999998e-06, 3.6679745100000004e-06, 6.57157206e-06, 4.011894439999999e-06 ] }, "package.TimeImport.time_import": null, "period.Algorithms.time_drop_duplicates": { "params": [ [ "'index'", "'series'" ] ], "result": [ 0.0001552859562, 0.0054789810600000015 ] }, "period.Algorithms.time_value_counts": { "params": [ [ "'index'", "'series'" ] ], "result": [ 0.0010259243900000005, 0.000944629151 ] }, "period.DataFramePeriodColumn.time_set_index": 0.005615779569999999, "period.DataFramePeriodColumn.time_setitem_period_column": 0.0004485552180000001, "period.Indexing.time_align": 0.001292525226, "period.Indexing.time_get_loc": 5.46862795e-06, "period.Indexing.time_intersection": 0.00036586244700000006, "period.Indexing.time_series_loc": 3.77100534e-05, "period.Indexing.time_shallow_copy": 3.348706350000002e-05, "period.Indexing.time_shape": 5.881371860000002e-07, "period.Indexing.time_unique": 9.841636019999997e-05, "period.PeriodConstructor.time_period_constructor": { "params": [ [ "'D'" ], [ "True", "False" ] ], "result": [ 0.0001570329526, 0.00015768091559999995 ] }, "period.PeriodIndexConstructor.time_from_date_range": { "params": [ [ "'D'" ], [ "True", "False" ] ], "result": [ 0.00019521215520000004, 0.00019532636589999998 ] }, "period.PeriodIndexConstructor.time_from_ints": { "params": [ [ "'D'" ], [ "True", "False" ] ], "result": [ 0.009505101630000002, 0.008665804510000001 ] }, "period.PeriodIndexConstructor.time_from_ints_daily": { "params": [ [ "'D'" ], [ "True", "False" ] ], "result": [ 0.060345375000000014, 0.05958778950000001 ] }, "period.PeriodIndexConstructor.time_from_pydatetime": { "params": [ [ "'D'" ], [ "True", "False" ] ], "result": [ 0.0022185019099999993, 0.0021399089699999994 ] }, "period.PeriodProperties.time_property": { "params": [ [ "'M'", "'min'" ], [ "'year'", "'month'", "'day'", "'hour'", "'minute'", "'second'", "'is_leap_year'", "'quarter'", "'qyear'", "'week'", "'daysinmonth'", "'dayofweek'", "'dayofyear'", "'start_time'", "'end_time'" ] ], "result": [ 9.040799669999999e-07, 8.68964788e-07, 8.882863100000002e-07, 8.828119270000001e-07, 8.918265409999999e-07, 9.071729289999999e-07, 9.59048567e-07, 9.151953270000001e-07, 9.241834560000002e-07, 9.40461773e-07, 9.409087729999999e-07, 9.304069020000001e-07, 9.123926020000002e-07, 7.96324382e-05, 8.473517349999997e-05, 8.94973449e-07, 8.861309560000001e-07, 8.836680449999998e-07, 8.816726139999997e-07, 8.824165930000003e-07, 8.756855670000001e-07, 9.517566129999997e-07, 8.871253389999997e-07, 9.11845842e-07, 9.468437270000001e-07, 9.263832350000001e-07, 8.875549569999999e-07, 8.95956199e-07, 8.006884649999999e-05, 0.00018895330330000003 ] }, "period.PeriodUnaryMethods.time_asfreq": { "params": [ [ "'M'", "'min'" ] ], "result": [ 2.0712554399999993e-05, 2.114215019999999e-05 ] }, "period.PeriodUnaryMethods.time_now": { "params": [ [ "'M'", "'min'" ] ], "result": [ 1.722625731e-05, 6.357332589999998e-05 ] }, "period.PeriodUnaryMethods.time_to_timestamp": { "params": [ [ "'M'", "'min'" ] ], "result": [ 7.591501319999998e-05, 7.778368260000001e-05 ] }, "plotting.FramePlotting.time_frame_plot": { "params": [ [ "'line'", "'bar'", "'area'", "'barh'", "'hist'", "'kde'", "'pie'", "'scatter'", "'hexbin'" ] ], "result": [ 0.07279675970000002, 0.12256482600000007, 0.14546157999999987, 0.12459886100000017, 0.13861012399999995, 0.24937879799999996, 0.10257284599999994, 0.21345568399999992, 0.03947875139999999 ] }, "plotting.Misc.time_plot_andrews_curves": 0.6382676389999999, "plotting.SeriesPlotting.time_series_plot": { "params": [ [ "'line'", "'bar'", "'area'", "'barh'", "'hist'", "'kde'", "'pie'" ] ], "result": [ 0.05156720310000003, 0.05572634599999993, 0.128185687, 0.05728933500000011, 0.11645544600000002, 0.23193777700000018, 0.06278180879999999 ] }, "plotting.TimeseriesPlotting.time_plot_irregular": 0.03129680960000001, "plotting.TimeseriesPlotting.time_plot_regular": 0.05102329789999997, "plotting.TimeseriesPlotting.time_plot_regular_compat": 0.029747041799999985, "plotting.TimeseriesPlotting.time_plot_table": 1.1214857079999998, "reindex.Align.time_align_series_irregular_string": 0.0424518017, "reindex.DropDuplicates.time_frame_drop_dups": { "params": [ [ "True", "False" ] ], "result": [ 0.0029791352800000006, 0.009108187270000002 ] }, "reindex.DropDuplicates.time_frame_drop_dups_bool": { "params": [ [ "True", "False" ] ], "result": [ 0.0021648694300000003, 0.002527627499999998 ] }, "reindex.DropDuplicates.time_frame_drop_dups_int": { "params": [ [ "True", "False" ] ], "result": [ 0.0012138254659999998, 0.018540610600000007 ] }, "reindex.DropDuplicates.time_frame_drop_dups_na": { "params": [ [ "True", "False" ] ], "result": [ 0.003173025279999999, 0.010255202259999999 ] }, "reindex.DropDuplicates.time_series_drop_dups_int": { "params": [ [ "True", "False" ] ], "result": [ 0.0013704608830000006, 0.0005690471419999996 ] }, "reindex.DropDuplicates.time_series_drop_dups_string": { "params": [ [ "True", "False" ] ], "result": [ 0.001417785917, 0.0006305662339999998 ] }, "reindex.Fillna.time_float_32": { "params": [ [ "'pad'", "'backfill'" ] ], "result": [ 0.00021203325800000017, 0.00021423490499999988 ] }, "reindex.Fillna.time_reindexed": { "params": [ [ "'pad'", "'backfill'" ] ], "result": [ 0.00025207611100000005, 0.00025223327200000025 ] }, "reindex.LevelAlign.time_align_level": 0.0007705217020000002, "reindex.LevelAlign.time_reindex_level": 0.0007795474120000001, "reindex.LibFastZip.time_lib_fast_zip": 0.006872811200000002, "reindex.Reindex.time_reindex_columns": 0.0005520424400000002, "reindex.Reindex.time_reindex_dates": 0.00037313301699999976, "reindex.Reindex.time_reindex_multiindex": 0.22129969799999993, "reindex.ReindexMethod.time_reindex_method": { "params": [ [ "'pad'", "'backfill'" ], [ "", "" ] ], "result": [ 0.00045484631099999986, 0.0007794900299999999, 0.0004472329770000001, 0.000789706845 ] }, "replace.Convert.time_replace": { "params": [ [ "'DataFrame'", "'Series'" ], [ "'Timestamp'", "'Timedelta'" ] ], "result": [ 0.11169401669999997, 0.1102769195, 0.08400567220000002, 0.08367821269999998 ] }, "replace.FillNa.time_fillna": { "params": [ [ "True", "False" ] ], "result": [ 0.0009011805270000002, 0.001940514392 ] }, "replace.FillNa.time_replace": { "params": [ [ "True", "False" ] ], "result": [ 0.0004213368559999999, 0.003389715579999999 ] }, "replace.ReplaceDict.time_replace_series": { "params": [ [ "True", "False" ] ], "result": [ 2.7693842209999993, 2.841992857 ] }, "replace.ReplaceList.time_replace_list": { "params": [ [ "True", "False" ] ], "result": [ 8.631554140000004e-05, 0.1296240513 ] }, "replace.ReplaceList.time_replace_list_one_match": { "params": [ [ "True", "False" ] ], "result": [ 0.06402379679999996, 0.19324255700000004 ] }, "reshape.Crosstab.time_crosstab": 0.023032521499999993, "reshape.Crosstab.time_crosstab_normalize": 0.024377060100000004, "reshape.Crosstab.time_crosstab_normalize_margins": 0.07389645679999998, "reshape.Crosstab.time_crosstab_values": 0.020145219500000013, "reshape.Cut.peakmem_cut_interval": { "params": [ [ "4", "10", "1000" ] ], "result": [ 79998976, 80068608, 80310272 ] }, "reshape.Cut.time_cut_datetime": { "params": [ [ "4", "10", "1000" ] ], "result": [ 0.004861144719999997, 0.005639158960000001, 0.023736169900000003 ] }, "reshape.Cut.time_cut_float": { "params": [ [ "4", "10", "1000" ] ], "result": [ 0.010619141719999997, 0.011343946310000002, 0.061389736900000005 ] }, "reshape.Cut.time_cut_int": { "params": [ [ "4", "10", "1000" ] ], "result": [ 0.0078075515200000025, 0.0083670613, 0.035413275899999985 ] }, "reshape.Cut.time_cut_interval": { "params": [ [ "4", "10", "1000" ] ], "result": [ 0.7381287950000002, 0.7396782430000002, 0.8997079000000001 ] }, "reshape.Cut.time_cut_timedelta": { "params": [ [ "4", "10", "1000" ] ], "result": [ 0.004203609890000002, 0.00501749813, 0.03235881390000002 ] }, "reshape.Cut.time_qcut_datetime": { "params": [ [ "4", "10", "1000" ] ], "result": [ 0.011930892809999998, 0.012702523019999998, 0.0394523183 ] }, "reshape.Cut.time_qcut_float": { "params": [ [ "4", "10", "1000" ] ], "result": [ 0.03500006099999999, 0.036277911600000004, 0.08368804250000003 ] }, "reshape.Cut.time_qcut_int": { "params": [ [ "4", "10", "1000" ] ], "result": [ 0.013622522320000004, 0.014385331280000004, 0.04907254189999999 ] }, "reshape.Cut.time_qcut_timedelta": { "params": [ [ "4", "10", "1000" ] ], "result": [ 0.011126655809999999, 0.012059078399999996, 0.055495424300000006 ] }, "reshape.Explode.time_explode": { "params": [ [ "100", "1000", "10000" ], [ "3", "5", "10" ] ], "result": [ 0.0004690222070000001, 0.00048544472500000027, 0.0005222695349999999, 0.002951447089999999, 0.0029896571199999975, 0.003280031229999998, 0.026868789699999996, 0.030338411899999994, 0.03063831479999999 ] }, "reshape.GetDummies.time_get_dummies_1d": 0.0119999931, "reshape.GetDummies.time_get_dummies_1d_sparse": 0.39650885, "reshape.Melt.time_melt_dataframe": 0.003820166250000001, "reshape.Pivot.time_reshape_pivot_time_series": 0.11055639779999993, "reshape.PivotTable.time_pivot_table": 0.018236727220000006, "reshape.PivotTable.time_pivot_table_agg": 0.037843085, "reshape.PivotTable.time_pivot_table_categorical": 0.014011091109999999, "reshape.PivotTable.time_pivot_table_categorical_observed": 0.010006106619999997, "reshape.PivotTable.time_pivot_table_margins": 0.07743487509999998, "reshape.SimpleReshape.time_stack": 0.004601077929999999, "reshape.SimpleReshape.time_unstack": 0.0021368263200000005, "reshape.SparseIndex.time_unstack": 0.0016120569960000005, "reshape.Unstack.time_full_product": { "params": [ [ "'int'", "'category'" ] ], "result": [ 0.0439672453, 0.6858866270000004 ] }, "reshape.Unstack.time_without_last_row": { "params": [ [ "'int'", "'category'" ] ], "result": [ 0.09071773039999997, 0.6929651559999999 ] }, "reshape.WideToLong.time_wide_to_long_big": 0.2407541900000001, "rolling.Apply.time_rolling": { "params": [ [ "'DataFrame'", "'Series'" ], [ "3", "300" ], [ "'int'", "'float'" ], [ "", "", " at 0x7f414165a7b8>" ], [ "True", "False" ] ], "result": [ 0.0020013101199999996, 0.05266288210000001, 0.00404592662, 0.15764886769999994, 0.0048037778799999995, 0.1608025724, 0.0019617130280000007, 0.052186406799999994, 0.00429245479, 0.16109379890000003, 0.004851009950000002, 0.16660938320000004, 0.0298771318, 0.04848542510000002, 0.00330861442, 0.1139478166, 0.003675265699999999, 0.11518687560000003, 0.02953635830000003, 0.04784812620000001, 0.00336532037, 0.114773551, 0.0037166473499999995, 0.11752095389999999, 0.001459039753, 0.05098086660000001, 0.0036880470600000013, 0.1556227119, 0.0040496324199999975, 0.16150718339999998, 0.0014283749599999997, 0.05165602790000001, 0.003543412479999999, 0.15843888769999998, 0.00429148845, 0.1610447631, 0.02890493970000001, 0.0475934353, 0.0028525428900000004, 0.11517359679999999, 0.0034882337899999993, 0.11629974309999999, 0.028928068299999988, 0.04723196449999998, 0.002682675809999999, 0.1120001112, 0.0032977748099999983, 0.1171754048 ] }, "rolling.EWMMethods.time_ewm": { "params": [ [ "'DataFrame'", "'Series'" ], [ "10", "1000" ], [ "'int'", "'float'" ], [ "'mean'", "'std'" ] ], "result": [ 0.00546743763, 0.01330159576, 0.005359181410000002, 0.01308331699, 0.005418679850000001, 0.013210426850000002, 0.005303490159999997, 0.013212774759999997, 0.00628929614, 0.013446403690000004, 0.0058118310800000005, 0.01303350623, 0.006336963179999997, 0.01639258656, 0.005814226660000004, 0.012928045110000003 ] }, "rolling.ExpandingMethods.time_expanding": { "params": [ [ "'DataFrame'", "'Series'" ], [ "'int'", "'float'" ], [ "'median'", "'mean'", "'max'", "'min'", "'std'", "'count'", "'skew'", "'kurt'", "'sum'" ] ], "result": [ 0.07758865089999997, 0.001347262605, 0.0023725455800000005, 0.0023341015899999997, 0.0019773950000000016, 0.00267418103, 0.00209394654, 0.0020549417000000013, 0.001261761883, 0.09001310659999998, 0.001253760693, 0.002106754419999999, 0.002086622490000001, 0.001882493162, 0.002686323890000002, 0.001974491188, 0.001984031613, 0.0011271082920000003, 0.07944383730000001, 0.0016912417269999997, 0.00253734573, 0.002508759490000001, 0.0027509071400000007, 0.0041341087899999995, 0.0023995936500000024, 0.0023942594800000004, 0.001566479266, 0.09151065170000001, 0.001604885274, 0.0026200954099999986, 0.00261503987, 0.0022286833400000016, 0.0041398616900000015, 0.0023208734100000016, 0.0022799120000000016, 0.0014718776680000003 ] }, "rolling.Methods.peakmem_rolling": { "params": [ [ "'DataFrame'", "'Series'" ], [ "10", "1000" ], [ "'int'", "'float'" ], [ "'median'", "'mean'", "'max'", "'min'", "'std'", "'count'", "'skew'", "'kurt'", "'sum'" ] ], "result": [ 65990656, 63483904, 63430656, 63463424, 64020480, 64704512, 63614976, 63320064, 63746048, 65486848, 62394368, 62361600, 62865408, 62881792, 64712704, 62603264, 62758912, 62791680, 65007616, 63569920, 63377408, 63619072, 63639552, 64512000, 63631360, 63234048, 63422464, 64139264, 62742528, 62939136, 62701568, 62771200, 64761856, 62648320, 62447616, 62787584, 68431872, 65740800, 65802240, 65789952, 66617344, 69836800, 65486848, 65622016, 65593344, 68730880, 65998848, 65630208, 65921024, 65757184, 69861376, 65671168, 65425408, 65806336, 68669440, 65732608, 65466368, 65560576, 66662400, 69931008, 65732608, 65933312, 65613824, 67608576, 65867776, 65449984, 65622016, 65617920, 69672960, 65712128, 65626112, 65761280 ] }, "rolling.Methods.time_rolling": { "params": [ [ "'DataFrame'", "'Series'" ], [ "10", "1000" ], [ "'int'", "'float'" ], [ "'median'", "'mean'", "'max'", "'min'", "'std'", "'count'", "'skew'", "'kurt'", "'sum'" ] ], "result": [ 0.02811935459999999, 0.0014308665609999997, 0.0020961628899999994, 0.0020900889000000002, 0.001865044223, 0.0027111469899999997, 0.002102189509999999, 0.0021926662200000015, 0.001293869812, 0.02761881049999999, 0.0013349322319999993, 0.0020062384199999992, 0.0020255184800000016, 0.0017538469999999996, 0.002726782190000001, 0.0019943127900000014, 0.0021402153899999997, 0.0011895432810000005, 0.0579800557, 0.001433311195, 0.0021782045099999993, 0.0021892842200000005, 0.0018564062569999997, 0.002749190610000001, 0.0020895692399999976, 0.0022316994199999994, 0.001289468442, 0.05884734810000003, 0.0013367106290000006, 0.00208280158, 0.0021058512100000006, 0.0017566737019999996, 0.002726101350000001, 0.001983919716, 0.002103617580000001, 0.0011928702419999999, 0.02875958430000001, 0.0017583492559999998, 0.0024173418099999997, 0.0024211295200000007, 0.00265460861, 0.004163807469999998, 0.0024683593699999997, 0.0025330671100000004, 0.0016204895440000001, 0.028744842000000003, 0.00167072851, 0.0023257404800000004, 0.00233833902, 0.0021588722400000004, 0.0041699723699999995, 0.0023355301000000006, 0.002443267640000002, 0.001540429103, 0.05991626839999999, 0.0017873112000000005, 0.0025210392300000005, 0.0025382498200000004, 0.0026634202100000006, 0.004126971020000001, 0.002420741100000001, 0.0025431107899999985, 0.001621821073, 0.0607237566, 0.00166776058, 0.0024251455299999993, 0.002468715600000002, 0.002127763520000001, 0.00419507855, 0.0023156629699999987, 0.0024655675500000005, 0.001528829409 ] }, "rolling.Pairwise.time_pairwise": { "params": [ [ "10", "1000", "None" ], [ "'corr'", "'cov'" ], [ "True", "False" ] ], "result": [ 0.01679909698, 0.006631139129999999, 0.01452880764, 0.004481678299999998, 0.016509937579999998, 0.0064847173499999996, 0.01465509542, 0.0045204393899999995, 0.0166287229, 0.00662153425, 0.014595194039999999, 0.004449302689999999 ] }, "rolling.PeakMemFixed.peakmem_fixed": 59846656, "rolling.Quantile.time_quantile": { "params": [ [ "'DataFrame'", "'Series'" ], [ "10", "1000" ], [ "'int'", "'float'" ], [ "0", "0.5", "1" ], [ "'linear'", "'nearest'", "'lower'", "'higher'", "'midpoint'" ] ], "result": [ 0.0014056103319999998, 0.0014256055679999998, 0.0014359138930000004, 0.001347809022, 0.0013827138940000004, 0.024012773499999994, 0.022089063, 0.021932679499999976, 0.022095558699999997, 0.0241806575, 0.001396449001, 0.001351453394, 0.0013467238429999999, 0.0013386388890000002, 0.0013683538580000001, 0.002017219720000001, 0.0020017156999999996, 0.0020206388399999996, 0.0020351050300000018, 0.0020256733799999993, 0.027169984499999987, 0.02545970419999999, 0.024996103000000013, 0.02540592340000001, 0.027869888399999997, 0.0019948919199999993, 0.002017787820000001, 0.002000086510000001, 0.002005193359999999, 0.0020275367700000003, 0.0014376152099999998, 0.001361513792, 0.0013659489249999996, 0.001424602892, 0.0013656138760000003, 0.0415861982, 0.03559996720000003, 0.0350305452, 0.034923246399999996, 0.04086617260000001, 0.001361540873, 0.00134974831, 0.0014062947449999994, 0.0014075270879999999, 0.0013527039080000005, 0.002092607899999999, 0.002075809989999999, 0.002070877640000002, 0.0020801540600000014, 0.0020943900699999986, 0.058226040699999995, 0.0540146623, 0.05462807940000003, 0.055554746799999985, 0.058197789500000006, 0.002089844140000001, 0.002082725380000001, 0.0020895065900000008, 0.002076848469999999, 0.0021003057999999996, 0.0017166069350000002, 0.001759406071, 0.0017704024430000005, 0.001729320008, 0.0017222744499999995, 0.024357071399999985, 0.022374954199999998, 0.022103982099999996, 0.022595417099999994, 0.0245743418, 0.001734679754, 0.0017470646540000004, 0.0017452136630000002, 0.001711996742, 0.00171830522, 0.00233946075, 0.00233184528, 0.002347302230000001, 0.002350633679999998, 0.002347833349999999, 0.027641668500000004, 0.02578314559999999, 0.025905216899999983, 0.0258624623, 0.028294180299999992, 0.0023462272100000002, 0.0023280341800000002, 0.0023291307699999987, 0.0023412286500000003, 0.0023462137799999993, 0.00171546411, 0.0016989461240000002, 0.0017309720669999996, 0.0017011252760000001, 0.0017138729010000003, 0.04242561359999999, 0.0356207795, 0.03672915750000003, 0.03654727840000001, 0.04150685629999999, 0.001745681724, 0.001706808615, 0.0016940314189999998, 0.0017014456760000005, 0.001734519132, 0.002439347169999999, 0.0024310629400000018, 0.0024209625599999995, 0.002441556, 0.002421911590000001, 0.058504999699999984, 0.05465805370000001, 0.05395124470000001, 0.05362028919999999, 0.059688300199999975, 0.00242869494, 0.00242006465, 0.0024562097800000003, 0.002438903130000001, 0.002442127059999999 ] }, "rolling.VariableWindowMethods.peakmem_rolling": { "params": [ [ "'DataFrame'", "'Series'" ], [ "'50s'", "'1h'", "'1d'" ], [ "'int'", "'float'" ], [ "'median'", "'mean'", "'max'", "'min'", "'std'", "'count'", "'skew'", "'kurt'", "'sum'" ] ], "result": [ 65609728, 65708032, 65388544, 65798144, 65667072, 65683456, 65376256, 65687552, 65622016, 64520192, 64745472, 64729088, 64798720, 64765952, 64872448, 64774144, 64684032, 64978944, 65593344, 65380352, 65605632, 65773568, 65908736, 65507328, 65605632, 65622016, 65540096, 64692224, 64753664, 64946176, 65228800, 64868352, 64700416, 64565248, 64843776, 64790528, 67624960, 65617920, 65941504, 65970176, 65892352, 65679360, 65310720, 65556480, 65658880, 66678784, 64749568, 65081344, 65183744, 64761856, 65052672, 64577536, 64745472, 64806912, 67342336, 67284992, 66932736, 66994176, 67338240, 67133440, 67399680, 67231744, 67297280, 66531328, 66379776, 66142208, 66596864, 66387968, 66322432, 66371584, 66416640, 66191360, 67375104, 67182592, 67350528, 67235840, 67182592, 67313664, 67407872, 67121152, 67112960, 66318336, 66588672, 66314240, 66527232, 66121728, 66412544, 66416640, 66260992, 66494464, 68968448, 67215360, 67670016, 67674112, 67178496, 67223552, 67178496, 67137536, 67170304, 68382720, 66596864, 66867200, 66510848, 66289664, 66519040, 66117632, 66383872, 66498560 ] }, "rolling.VariableWindowMethods.time_rolling": { "params": [ [ "'DataFrame'", "'Series'" ], [ "'50s'", "'1h'", "'1d'" ], [ "'int'", "'float'" ], [ "'median'", "'mean'", "'max'", "'min'", "'std'", "'count'", "'skew'", "'kurt'", "'sum'" ] ], "result": [ 0.028040661499999998, 0.002679519669999997, 0.004069971960000001, 0.0041585647100000015, 0.003604032110000002, 0.00250243494, 0.0032989480500000014, 0.003519463730000001, 0.0025345492300000005, 0.027488874200000013, 0.002186692220000002, 0.0035348102999999977, 0.00358876709, 0.003141661040000001, 0.0020735293799999987, 0.0028253127600000004, 0.0030229562099999985, 0.0020543719399999994, 0.056740565200000016, 0.00271823132, 0.003551637839999999, 0.0036154492699999995, 0.003860218160000004, 0.00249731224, 0.00335769091, 0.003532194860000002, 0.0025334378, 0.05678409929999999, 0.002197036670000001, 0.0034396724200000017, 0.00355881211, 0.0031647946299999986, 0.0020029299899999996, 0.0028325671399999997, 0.0029924419999999997, 0.002039536900000001, 0.08049094350000004, 0.0026866921199999983, 0.0034620731299999986, 0.0035829827200000008, 0.0035704674299999973, 0.00246948889, 0.003278397100000001, 0.0034634872399999985, 0.0025274156999999997, 0.09787013229999997, 0.00216196303, 0.0033861812000000003, 0.00347887831, 0.0030443822899999962, 0.00195819376, 0.0027771393300000027, 0.002981667039999998, 0.0020363585299999977, 0.029061618999999973, 0.0032609602700000018, 0.004558751059999997, 0.004671445369999998, 0.0040288688600000015, 0.0031011149400000004, 0.0039262399, 0.004119231729999999, 0.0030967534500000006, 0.029138082099999997, 0.0029892309999999967, 0.004307490860000001, 0.00438103624, 0.003982233429999997, 0.0027827609899999995, 0.003669445640000002, 0.0037992631800000034, 0.00279332975, 0.056943825199999985, 0.0032771999399999973, 0.0038467847099999974, 0.00393473261, 0.0040048381799999986, 0.0030808548299999993, 0.0038955412299999993, 0.004073161029999999, 0.0031018480999999974, 0.057862112199999996, 0.0029878309199999984, 0.0038450660299999993, 0.00385113059, 0.003921523110000003, 0.0027334468599999997, 0.0036043772400000005, 0.0037376034999999997, 0.0027958898899999984, 0.08154746630000001, 0.0032451844799999984, 0.00385371822, 0.0039048069499999995, 0.00392372001, 0.00305912905, 0.0038578032300000007, 0.004064821100000002, 0.00311410081, 0.09971721219999993, 0.002936075049999998, 0.003735055789999999, 0.0038543045499999985, 0.0037922410299999986, 0.002720094479999999, 0.0035448116200000033, 0.0037597062300000015, 0.0027872126900000006 ] }, "series_methods.All.time_all": { "params": [ [ "1000", "1000000" ], [ "'fast'", "'slow'" ] ], "result": [ 2.7268689599999995e-05, 2.866784680000001e-05, 3.807309910000001e-05, 7.529390139999998e-05 ] }, "series_methods.Any.time_any": { "params": [ [ "1000", "1000000" ], [ "'fast'", "'slow'" ] ], "result": [ 2.8737109799999994e-05, 2.7870461600000017e-05, 3.8070296600000006e-05, 7.503799350000002e-05 ] }, "series_methods.Clip.time_clip": { "params": [ [ "50", "1000", "100000" ] ], "result": [ 0.000716105437, 0.000735617881, 0.0035018680900000022 ] }, "series_methods.Dir.time_dir_strings": 0.00304823117, "series_methods.Dropna.time_dropna": { "params": [ [ "'int'", "'datetime'" ] ], "result": [ 0.0007466158289999996, 0.004713224610000002 ] }, "series_methods.IsIn.time_isin": { "params": [ [ "'int64'", "'uint64'", "'object'" ] ], "result": [ 0.0011365348369999997, 0.001222937215, 0.0021865231399999987 ] }, "series_methods.IsInFloat64.time_isin_few_different": 0.028855788400000006, "series_methods.IsInFloat64.time_isin_many_different": 0.0442358547, "series_methods.IsInFloat64.time_isin_nan_values": 0.028788505500000006, "series_methods.IsInForObjects.time_isin_long_series_long_values": 0.0024620646700000016, "series_methods.IsInForObjects.time_isin_long_series_long_values_floats": 0.0043378503099999995, "series_methods.IsInForObjects.time_isin_long_series_short_values": 0.001610436691, "series_methods.IsInForObjects.time_isin_nans": 0.00045165356600000006, "series_methods.IsInForObjects.time_isin_short_series_long_values": 0.0007866129630000001, "series_methods.Map.time_map": { "params": [ [ "'dict'", "'Series'", "'lambda'" ], [ "'object'", "'category'", "'int'" ] ], "result": [ 0.0013760050230000004, 0.000904734973, 0.0008396787070000001, 0.0009763065649999998, 0.00038595094099999996, 0.0003355453940000002, 0.00245270275, 0.0005651392600000002, 0.002637605330000001 ] }, "series_methods.NSort.time_nlargest": { "params": [ [ "'first'", "'last'", "'all'" ] ], "result": [ 0.0018357714599999996, 0.0019211880999999975, 0.0019498924700000009 ] }, "series_methods.NSort.time_nsmallest": { "params": [ [ "'first'", "'last'", "'all'" ] ], "result": [ 0.001236741168, 0.0010769836249999996, 0.001291479914 ] }, "series_methods.NanOps.time_func": { "params": [ [ "'var'", "'mean'", "'median'", "'max'", "'min'", "'sum'", "'std'", "'sem'", "'argmax'", "'skew'", "'kurt'", "'prod'" ], [ "1000", "1000000" ], [ "'int8'", "'int32'", "'int64'", "'float64'" ] ], "result": [ 8.018259640000001e-05, 7.788011930000001e-05, 8.059868670000001e-05, 0.00010726125739999998, 0.002904033700000004, 0.003217411859999997, 0.0036364468700000006, 0.00618286988, 6.253610839999997e-05, 6.445303069999997e-05, 6.42036053e-05, 8.940797960000001e-05, 0.0007572906269999998, 0.000741776056, 0.0012426582059999998, 0.0031893061, 0.00015244096650000004, 0.00015540373770000002, 0.00015496351719999994, 0.00017575235929999998, 0.008621629320000004, 0.008319241810000003, 0.008661237490000003, 0.00972101518, 4.85102973e-05, 4.822467370000001e-05, 4.82487925e-05, 7.507686760000003e-05, 0.000648919802, 0.0006309868250000001, 0.0006323191460000002, 0.0031141351100000005, 4.8243158900000036e-05, 4.83809814e-05, 4.7915225699999994e-05, 7.382232229999999e-05, 0.0006326574330000003, 0.0006309548359999999, 0.0006378343220000002, 0.0031566687699999996, 5.94462171e-05, 5.807122100000002e-05, 5.666688710000001e-05, 8.469036559999999e-05, 0.0008189094550000005, 0.0008305896889999999, 0.0005645511150000002, 0.0031610769299999977, 9.84533044e-05, 0.00010197845500000002, 0.0001031121806, 0.0001229631779, 0.002930748330000004, 0.00331018115, 0.0036991456100000032, 0.006383165580000001, 0.00020589790700000022, 0.000209553565, 0.0002071899130000001, 0.000237708692, 0.011929799719999998, 0.012390989179999999, 0.012725810759999994, 0.013981947440000005, 3.0160633199999997e-05, 2.9793535400000004e-05, 3.0476338699999993e-05, 6.863770169999999e-05, 0.0005990527020000003, 0.0006067798349999998, 0.0006011284649999999, 0.002583452560000001, 7.980001369999998e-05, 8.144892329999997e-05, 8.018108970000002e-05, 0.00010445178030000002, 0.008649474220000002, 0.009500330139999997, 0.00904373407, 0.012348634780000003, 7.93081916e-05, 8.06771795e-05, 8.04969207e-05, 0.00010130764220000002, 0.007923094380000002, 0.00870352896, 0.007710313169999998, 0.011597916390000003, 4.121861490000001e-05, 4.34187192e-05, 4.245850210000002e-05, 6.608290699999996e-05, 0.0011613090270000007, 0.0011692683009999999, 0.0009113577710000001, 0.0031225901600000004 ] }, "series_methods.SearchSorted.time_searchsorted": { "params": [ [ "'int8'", "'int16'", "'int32'", "'int64'", "'uint8'", "'uint16'", "'uint32'", "'uint64'", "'float16'", "'float32'", "'float64'", "'str'" ] ], "result": [ 1.4243409099999993e-05, 1.4678031600000007e-05, 1.5601094800000005e-05, 1.5444533599999997e-05, 1.561078760000001e-05, 1.3693287499999984e-05, 1.4225356000000011e-05, 1.59567727e-05, 0.0006991202800000007, 0.0001487513250000001, 6.071662700000013e-06, 5.383164000000007e-06 ] }, "series_methods.SeriesConstructor.time_constructor": { "params": [ [ "None", "'dict'" ] ], "result": [ 0.00014049895690000002, 0.06240778179999999 ] }, "series_methods.SeriesGetattr.time_series_datetimeindex_repr": 2.7904462800000006e-06, "series_methods.ValueCounts.time_value_counts": { "params": [ [ "'int'", "'uint'", "'float'", "'object'" ] ], "result": [ 0.0017816762779999996, 0.0017049596, 0.0033885097200000015, 0.0066527042799999995 ] }, "sparse.Arithmetic.time_add": { "params": [ [ "0.1", "0.01" ], [ "0", "nan" ] ], "result": [ 0.009611534380000002, 0.001875261465, 0.001005345361, 0.0019039415349999995 ] }, "sparse.Arithmetic.time_divide": { "params": [ [ "0.1", "0.01" ], [ "0", "nan" ] ], "result": [ 0.00979012724, 0.0031711068399999996, 0.001015340906, 0.003215318309999999 ] }, "sparse.Arithmetic.time_intersect": { "params": [ [ "0.1", "0.01" ], [ "0", "nan" ] ], "result": [ 0.0010529988620000003, 0.005401986510000001, 0.0001174931611, 0.005427286250000001 ] }, "sparse.Arithmetic.time_make_union": { "params": [ [ "0.1", "0.01" ], [ "0", "nan" ] ], "result": [ 0.008407551910000003, 0.13707642300000003, 0.0007943216340000001, 0.13644160359999996 ] }, "sparse.ArithmeticBlock.time_addition": { "params": [ [ "nan", "0" ] ], "result": [ 0.0006716727280000001, 0.0006298014790000002 ] }, "sparse.ArithmeticBlock.time_division": { "params": [ [ "nan", "0" ] ], "result": [ 0.000673933031, 0.0006363061969999996 ] }, "sparse.ArithmeticBlock.time_intersect": { "params": [ [ "nan", "0" ] ], "result": [ 7.956437000000003e-05, 8.070380299999999e-05 ] }, "sparse.ArithmeticBlock.time_make_union": { "params": [ [ "nan", "0" ] ], "result": [ 0.0005184044519999999, 0.0004909440330000001 ] }, "sparse.FromCoo.time_sparse_series_from_coo": 0.0019696426429999993, "sparse.SparseArrayConstructor.time_sparse_array": { "params": [ [ "0.1", "0.01" ], [ "0", "nan" ], [ "", "", "" ] ], "result": [ 0.004461306149999999, 0.0044553189000000005, 0.0237552443, 0.005740891059999998, 0.004562332929999999, 0.023791223800000004, 0.0011013406860000002, 0.0010519052219999999, 0.020610326199999984, 0.0057860186499999995, 0.001175838932, 0.018883090850000003 ] }, "sparse.SparseDataFrameConstructor.time_from_scipy": 0.28708154200000013, "sparse.SparseSeriesToFrame.time_series_to_frame": 0.1042539928, "sparse.ToCoo.time_sparse_series_to_coo": 0.028928961699999988, "stat_ops.Correlation.peakmem_corr_wide": { "params": [ [ "'spearman'", "'kendall'", "'pearson'" ], [ "True", "False" ] ], "result": [ 66297856, 66437120, 88207360, 88113152, 64430080, 64385024 ] }, "stat_ops.Correlation.time_corr": { "params": [ [ "'spearman'", "'kendall'", "'pearson'" ], [ "True", "False" ] ], "result": [ 0.00776995045, 0.00754312194, 0.1986901409999997, 0.19474007699999962, 0.0028376689200000004, 0.002641816990000001 ] }, "stat_ops.Correlation.time_corr_series": { "params": [ [ "'spearman'", "'kendall'", "'pearson'" ], [ "True", "False" ] ], "result": [ 0.0008377760000000123, 0.0008182089999997366, 0.0005979629999997016, 0.0005772199999998229, 0.00021841293900000004, 0.00021852979399999994 ] }, "stat_ops.Correlation.time_corr_wide": { "params": [ [ "'spearman'", "'kendall'", "'pearson'" ], [ "True", "False" ] ], "result": [ 0.283121081, 0.2843492419999998, 10.018376647, 10.451027471, 0.20123564599999977, 0.1946434353 ] }, "stat_ops.Correlation.time_corr_wide_nans": { "params": [ [ "'spearman'", "'kendall'", "'pearson'" ], [ "True", "False" ] ], "result": [ 3.389515393, 3.3556099359999996, 8.53706227, 8.548265836999999, 0.20767576999999993, 0.21067366200000004 ] }, "stat_ops.Correlation.time_corrwith_cols": { "params": [ [ "'spearman'", "'kendall'", "'pearson'" ], [ "True", "False" ] ], "result": [ 0.024360104999999965, 0.02457778399999988, 0.016774613000000382, 0.017337826999999972, 0.0394446206, 0.04027438350000001 ] }, "stat_ops.Correlation.time_corrwith_rows": { "params": [ [ "'spearman'", "'kendall'", "'pearson'" ], [ "True", "False" ] ], "result": [ 0.6116037869999995, 0.6005098149999997, 0.9628360149999997, 0.953265896, 0.9618910239999998, 0.9542297819999996 ] }, "stat_ops.Covariance.time_cov_series": { "params": [ [ "True", "False" ] ], "result": [ 0.0008369574959999999, 0.0008411831909999998 ] }, "stat_ops.FrameMultiIndexOps.time_op": { "params": [ [ "0", "1", "[0, 1]" ], [ "'mean'", "'sum'", "'median'", "'std'", "'skew'", "'kurt'", "'mad'", "'prod'", "'sem'", "'var'" ] ], "result": [ 0.0026150493800000006, 0.0025452694000000007, 0.0070312453799999996, 0.003277346109999999, 0.02395354729999999, 0.028730261400000012, 0.04677687879999999, 0.0026449424899999997, 0.005835890749999999, 0.003130992340000001, 0.002543819919999999, 0.00263637586, 0.007191186580000002, 0.0032075625799999983, 0.06611780030000003, 0.13460140059999998, 0.2893843939999998, 0.0026130059399999996, 0.0057204352899999965, 0.0031166389400000007, 0.0041917511100000035, 0.004125222639999997, 0.00976726803, 0.00485906025, 0.5247640119999999, 1.1807404220000004, 2.6859887990000004, 0.004119871119999998, 0.007482919900000003, 0.004640410080000002 ] }, "stat_ops.FrameOps.time_op": { "params": [ [ "'mean'", "'sum'", "'median'", "'std'", "'skew'", "'kurt'", "'mad'", "'prod'", "'sem'", "'var'" ], [ "'float'", "'int'" ], [ "0", "1" ], [ "True", "False" ] ], "result": [ 0.003290820489999999, 0.0032760159799999997, 0.003444668270000002, 0.0034990843100000026, 0.0006345636960000002, 0.0006321737839999999, 0.000817831644, 0.000805597605, 0.0032569561500000012, 0.0032208886199999996, 0.003294573220000001, 0.0032348515399999965, 0.00036456367200000007, 0.00036245454200000007, 0.00043450828999999993, 0.0004322204740000002, 0.006226588279999996, 0.0062449991400000005, 0.019728363799999996, 0.022241462700000002, 0.0027426864300000007, 0.002746003090000002, 0.0174389197, 0.017700108500000013, 0.00658331992, 0.00635463927, 0.00715473217, 0.007123518250000003, 0.0012003212200000003, 0.0012052715400000013, 0.001966642219999999, 0.0019791067299999997, 0.011543549129999997, 0.011482443680000003, 0.019167627099999994, 0.018942152499999997, 0.002113341000000002, 0.002064167980000002, 0.011014508859999994, 0.011014379999999999, 0.01116709894, 0.011238815479999996, 0.01482122758, 0.014628904, 0.0019844304700000004, 0.001985098270000001, 0.007237143499999999, 0.0072980251100000035, 0.01468715577, 0.014175020549999999, 0.0085795433, 0.008429404169999995, 0.01055868464, 0.01045867687, 0.006075232960000001, 0.0060648175300000015, 0.00261954604, 0.0026548966900000015, 0.002272678029999999, 0.0022462368300000014, 0.00048598297899999987, 0.0004854174390000001, 0.00041299042899999993, 0.000410607462, 0.013082042749999996, 0.013326822280000004, 0.01711133250000001, 0.017263495100000005, 0.00783700086, 0.00786610552, 0.009413401580000005, 0.00930244842, 0.006285100319999999, 0.006247899540000002, 0.00663303215, 0.0067613954000000035, 0.0011883781800000027, 0.0011852428400000003, 0.00174099644, 0.0017723434599999988 ] }, "stat_ops.Rank.time_average_old": { "params": [ [ "'DataFrame'", "'Series'" ], [ "True", "False" ] ], "result": [ 0.01170111532, 0.011633541119999995, 0.013613155740000002, 0.013290532929999998 ] }, "stat_ops.Rank.time_rank": { "params": [ [ "'DataFrame'", "'Series'" ], [ "True", "False" ] ], "result": [ 0.009411538869999996, 0.009226482550000003, 0.012511418939999998, 0.0121731232 ] }, "stat_ops.SeriesMultiIndexOps.time_op": { "params": [ [ "0", "1", "[0, 1]" ], [ "'mean'", "'sum'", "'median'", "'std'", "'skew'", "'kurt'", "'mad'", "'prod'", "'sem'", "'var'" ] ], "result": [ 0.002045844080000001, 0.0020150996500000007, 0.003184909089999999, 0.0026166215300000004, 0.006632831649999997, 0.006659155829999998, 0.013952767859999998, 0.002027377480000001, 0.0035013277700000002, 0.0025028879599999997, 0.0020525394100000005, 0.0020462651, 0.003323806249999999, 0.002645669550000003, 0.03256073760000002, 0.033080378499999986, 0.09353295209999998, 0.0020333643000000003, 0.00352001416, 0.0025287938300000003, 0.004906590300000002, 0.004811029599999999, 0.0062907149500000025, 0.005526023360000001, 0.2927979129999998, 0.29926263899999994, 0.8770220110000002, 0.004975275080000001, 0.006278645520000002, 0.005323202350000003 ] }, "stat_ops.SeriesOps.time_op": { "params": [ [ "'mean'", "'sum'", "'median'", "'std'", "'skew'", "'kurt'", "'mad'", "'prod'", "'sem'", "'var'" ], [ "'float'", "'int'" ], [ "True", "False" ] ], "result": [ 0.00034067493800000006, 0.0003410157750000002, 0.0001845365563, 0.0001831551835, 0.00033130847400000005, 0.00033792808399999986, 0.00011182027989999996, 0.00011242414969999999, 0.0017776146170000002, 0.0017659358419999994, 0.001335134118, 0.001341809924, 0.000556570797, 0.0005607933339999999, 0.00035476578700000027, 0.00035435124699999986, 0.0012364702720000001, 0.0012368377609999995, 0.0008379742459999999, 0.0008269691940000001, 0.00124532591, 0.0012441892160000006, 0.0008270389649999998, 0.0008280872480000001, 0.00331455198, 0.0033971547200000018, 0.003478765380000002, 0.003301501299999998, 0.0003090123, 0.00031076986699999986, 0.00012929593389999998, 0.00013053224180000002, 0.0012758257400000029, 0.0012672920500000017, 0.0014477378530000004, 0.0015045547800000003, 0.0005373907600000001, 0.0005488367479999999, 0.00034056482799999974, 0.00033994811300000016 ] }, "strings.Cat.time_cat": { "params": [ [ "0", "3" ], [ "None", "','" ], [ "None", "'-'" ], [ "0.0", "0.001", "0.15" ] ], "result": [ 0.00479350615, 0.005521954600000001, 0.005307874670000001, 0.004802005169999999, 0.005571640660000001, 0.005752513370000001, 0.0050630733900000014, 0.0057549548899999995, 0.005500324009999999, 0.004978451749999999, 0.005678674719999999, 0.006182376460000001, 0.03790676390000001, 0.044334895499999985, 0.03762795409999999, 0.03786187190000001, 0.04215707059999998, 0.04844304250000002, 0.057570440900000006, 0.059802664500000005, 0.04203906449999999, 0.05758588310000001, 0.06103958729999999, 0.06098823580000001 ] }, "strings.Contains.time_contains": { "params": [ [ "True", "False" ] ], "result": [ 0.031463156599999986, 0.0123757796 ] }, "strings.Dummies.time_get_dummies": 3.137442329999999, "strings.Encode.time_encode_decode": 0.0003422632729999999, "strings.Methods.time_center": 0.034228099400000024, "strings.Methods.time_count": 0.038581585100000024, "strings.Methods.time_endswith": 0.0187303843, "strings.Methods.time_extract": 0.13967022830000003, "strings.Methods.time_find": 0.0356452711, "strings.Methods.time_findall": 0.07947386140000001, "strings.Methods.time_get": 0.03169009839999999, "strings.Methods.time_join": 0.032971277900000005, "strings.Methods.time_len": 0.01700044672, "strings.Methods.time_lower": 0.01680797783, "strings.Methods.time_lstrip": 0.018833870079999995, "strings.Methods.time_match": 0.03826827589999997, "strings.Methods.time_normalize": 0.025234906499999998, "strings.Methods.time_pad": 0.034810336399999996, "strings.Methods.time_partition": 0.11802937389999998, "strings.Methods.time_replace": 0.0250684938, "strings.Methods.time_rfind": 0.0368660641, "strings.Methods.time_rpartition": 0.1153667541, "strings.Methods.time_rstrip": 0.02101332010000001, "strings.Methods.time_slice": 0.01843307328, "strings.Methods.time_startswith": 0.018435485850000002, "strings.Methods.time_strip": 0.01924913855, "strings.Methods.time_title": 0.023160834200000015, "strings.Methods.time_translate": 0.06590409059999999, "strings.Methods.time_upper": 0.017203384119999998, "strings.Methods.time_wrap": 0.3849562769999999, "strings.Methods.time_zfill": 0.021293064499999993, "strings.Repeat.time_repeat": { "params": [ [ "'int'", "'array'" ] ], "result": [ 0.07012375070000001, 0.07106756350000001 ] }, "strings.Slice.time_vector_slice": 0.10665543200000002, "strings.Split.time_rsplit": { "params": [ [ "True", "False" ] ], "result": [ 0.16082896700000004, 0.044131947399999996 ] }, "strings.Split.time_split": { "params": [ [ "True", "False" ] ], "result": [ 0.20018116100000016, 0.0836319751 ] }, "timedelta.DatetimeAccessor.time_dt_accessor": 1.8731967469999996e-07, "timedelta.DatetimeAccessor.time_timedelta_days": 0.0011458628479999997, "timedelta.DatetimeAccessor.time_timedelta_microseconds": 0.001118458482, "timedelta.DatetimeAccessor.time_timedelta_nanoseconds": 0.001138339496, "timedelta.DatetimeAccessor.time_timedelta_seconds": 0.0011262762340000002, "timedelta.TimedeltaConstructor.time_from_components": 1.1982749799999998e-05, "timedelta.TimedeltaConstructor.time_from_datetime_timedelta": 5.481504730000002e-06, "timedelta.TimedeltaConstructor.time_from_int": 4.691945180000001e-06, "timedelta.TimedeltaConstructor.time_from_iso_format": 9.362823460000005e-06, "timedelta.TimedeltaConstructor.time_from_missing": 1.7086494690000004e-06, "timedelta.TimedeltaConstructor.time_from_np_timedelta": 3.8345563100000015e-06, "timedelta.TimedeltaConstructor.time_from_string": 4.90103457e-06, "timedelta.TimedeltaConstructor.time_from_unit": 5.239567299999997e-06, "timedelta.TimedeltaIndexing.time_align": 0.000946618996, "timedelta.TimedeltaIndexing.time_get_loc": 4.1340984600000016e-06, "timedelta.TimedeltaIndexing.time_intersection": 0.00016687417450000002, "timedelta.TimedeltaIndexing.time_series_loc": 2.928904520000002e-05, "timedelta.TimedeltaIndexing.time_shallow_copy": 6.673933140000001e-06, "timedelta.TimedeltaIndexing.time_shape": 5.9877096e-07, "timedelta.TimedeltaIndexing.time_union": 0.0003226896239999999, "timedelta.TimedeltaIndexing.time_unique": 7.12089931e-05, "timedelta.TimedeltaOps.time_add_td_ts": 0.005613698870000001, "timedelta.TimedeltaProperties.time_timedelta_days": 1.881196343e-07, "timedelta.TimedeltaProperties.time_timedelta_microseconds": 1.963337449e-07, "timedelta.TimedeltaProperties.time_timedelta_nanoseconds": 2.1505345299999988e-07, "timedelta.TimedeltaProperties.time_timedelta_seconds": 1.8263151570000008e-07, "timedelta.ToTimedelta.time_convert_int": 0.0001248812459, "timedelta.ToTimedelta.time_convert_string_days": 0.014065123269999997, "timedelta.ToTimedelta.time_convert_string_seconds": 0.00753556766, "timedelta.ToTimedeltaErrors.time_convert": { "params": [ [ "'coerce'", "'ignore'" ] ], "result": [ 0.04733118369999998, 0.043494628599999974 ] }, "timeseries.AsOf.time_asof": { "params": [ [ "'DataFrame'", "'Series'" ] ], "result": [ 0.004647628739999998, 0.0035256196199999978 ] }, "timeseries.AsOf.time_asof_nan": { "params": [ [ "'DataFrame'", "'Series'" ] ], "result": [ 0.004360558349999999, 0.003438556930000001 ] }, "timeseries.AsOf.time_asof_nan_single": { "params": [ [ "'DataFrame'", "'Series'" ] ], "result": [ 0.001745284378, 0.0032518968599999985 ] }, "timeseries.AsOf.time_asof_single": { "params": [ [ "'DataFrame'", "'Series'" ] ], "result": [ 0.0019153630829999999, 1.727955393e-05 ] }, "timeseries.AsOf.time_asof_single_early": { "params": [ [ "'DataFrame'", "'Series'" ] ], "result": [ 0.0001155527886, 6.950018039999999e-06 ] }, "timeseries.DatetimeAccessor.time_dt_accessor": { "params": [ [ "None", "'US/Eastern'", "'UTC'", "tzutc()" ] ], "result": [ 2.1303247400000026e-07, 2.1875789400000012e-07, 2.1258342699999998e-07, 2.0674332399999984e-07 ] }, "timeseries.DatetimeAccessor.time_dt_accessor_date": { "params": [ [ "None", "'US/Eastern'", "'UTC'", "tzutc()" ] ], "result": [ 0.0244654162, 0.026164796199999986, 0.024202098900000003, 0.02411269009999999 ] }, "timeseries.DatetimeAccessor.time_dt_accessor_day_name": { "params": [ [ "None", "'US/Eastern'", "'UTC'", "tzutc()" ] ], "result": [ 0.020344791900000003, 0.022313817300000018, 0.02008424769999999, 0.020399509699999995 ] }, "timeseries.DatetimeAccessor.time_dt_accessor_month_name": { "params": [ [ "None", "'US/Eastern'", "'UTC'", "tzutc()" ] ], "result": [ 0.01911900927, 0.0204409815, 0.019085328159999998, 0.019347971290000005 ] }, "timeseries.DatetimeAccessor.time_dt_accessor_normalize": { "params": [ [ "None", "'US/Eastern'", "'UTC'", "tzutc()" ] ], "result": [ 0.002492987480000002, 0.03605782440000001, 0.0026021255599999993, 0.0026330203699999988 ] }, "timeseries.DatetimeAccessor.time_dt_accessor_time": { "params": [ [ "None", "'US/Eastern'", "'UTC'", "tzutc()" ] ], "result": [ 0.022820160100000007, 0.02446305839999998, 0.023128247199999997, 0.02293564240000001 ] }, "timeseries.DatetimeAccessor.time_dt_accessor_year": { "params": [ [ "None", "'US/Eastern'", "'UTC'", "tzutc()" ] ], "result": [ 0.006967713230000001, 0.00842562117, 0.006973264440000002, 0.006961591970000001 ] }, "timeseries.DatetimeIndex.time_add_timedelta": { "params": [ [ "'dst'", "'repeated'", "'tz_aware'", "'tz_local'", "'tz_naive'" ] ], "result": [ 0.00045032618199999995, 0.0018414558740000003, 0.0035576859699999997, 3.8174637150000006, 0.0015274195750000002 ] }, "timeseries.DatetimeIndex.time_get": { "params": [ [ "'dst'", "'repeated'", "'tz_aware'", "'tz_local'", "'tz_naive'" ] ], "result": [ 3.439281809999999e-06, 3.4235487599999993e-06, 7.289299530000002e-06, 4.485528480000003e-05, 3.538186889999997e-06 ] }, "timeseries.DatetimeIndex.time_normalize": { "params": [ [ "'dst'", "'repeated'", "'tz_aware'", "'tz_local'", "'tz_naive'" ] ], "result": [ 0.0002758374280000002, 0.0028569104200000008, 0.035088507300000016, 4.5227353830000006, 0.002153010879999999 ] }, "timeseries.DatetimeIndex.time_timeseries_is_month_start": { "params": [ [ "'dst'", "'repeated'", "'tz_aware'", "'tz_local'", "'tz_naive'" ] ], "result": [ 0.00026766672399999993, 0.00672940052, 0.008182827929999999, 3.740628474, 0.006688844340000002 ] }, "timeseries.DatetimeIndex.time_to_date": { "params": [ [ "'dst'", "'repeated'", "'tz_aware'", "'tz_local'", "'tz_naive'" ] ], "result": [ 0.0007610784809999997, 0.02076137699999998, 0.022233292800000016, 3.8685633590000013, 0.020829599799999987 ] }, "timeseries.DatetimeIndex.time_to_pydatetime": { "params": [ [ "'dst'", "'repeated'", "'tz_aware'", "'tz_local'", "'tz_naive'" ] ], "result": [ 0.0010337182479999995, 0.028476295900000004, 0.14383530920000007, 3.7689045619999995, 0.02824571800000002 ] }, "timeseries.DatetimeIndex.time_to_time": { "params": [ [ "'dst'", "'repeated'", "'tz_aware'", "'tz_local'", "'tz_naive'" ] ], "result": [ 0.0007941785750000001, 0.021798060200000014, 0.023756303600000007, 3.830360776, 0.021824105000000003 ] }, "timeseries.DatetimeIndex.time_unique": { "params": [ [ "'dst'", "'repeated'", "'tz_aware'", "'tz_local'", "'tz_naive'" ] ], "result": [ 0.0001158336536, 0.0007454526480000001, 0.0027451150199999997, 0.0023940182200000003, 0.002374126059999999 ] }, "timeseries.Factorize.time_factorize": { "params": [ [ "None", "'Asia/Tokyo'" ] ], "result": [ 0.009633600760000003, 0.009423024190000002 ] }, "timeseries.InferFreq.time_infer_freq": { "params": [ [ "None", "'D'", "'B'" ] ], "result": [ 0.0009189973979999997, 0.0009180104689999999, 0.001215500949 ] }, "timeseries.IrregularOps.time_add": 0.015836779930000003, "timeseries.Iteration.time_iter": { "params": [ [ "", "" ] ], "result": [ 0.4118403100000001, 1.2958893919999999 ] }, "timeseries.Iteration.time_iter_preexit": { "params": [ [ "", "" ] ], "result": [ 0.009094737930000001, 0.012757655210000001 ] }, "timeseries.Lookup.time_lookup_and_cleanup": 0.0022084678999999994, "timeseries.ResampleDataFrame.time_method": { "params": [ [ "'max'", "'mean'", "'min'" ] ], "result": [ 0.0016500313269999997, 0.001172449319, 0.001661961071 ] }, "timeseries.ResampleDatetetime64.time_resample": 0.0023627816499999987, "timeseries.ResampleSeries.time_resample": { "params": [ [ "'period'", "'datetime'" ], [ "'5min'", "'1D'" ], [ "'mean'", "'ohlc'" ] ], "result": [ 0.0021046307099999995, 0.0028337963499999973, 0.0017298941700000007, 0.0020209674809999996, 0.0023343312699999983, 0.003057840500000002, 0.0018854656270000003, 0.0021772108699999993 ] }, "timeseries.ResetIndex.time_reest_datetimeindex": { "params": [ [ "None", "'US/Eastern'" ] ], "result": [ 0.0005179163770000001, 0.0005305274780000002 ] }, "timeseries.SortIndex.time_get_slice": { "params": [ [ "True", "False" ] ], "result": [ 0.00015639634879999998, 0.0001286510468 ] }, "timeseries.SortIndex.time_sort_index": { "params": [ [ "True", "False" ] ], "result": [ 8.91924071e-05, 0.008785628660000003 ] }, "timeseries.TimeDatetimeConverter.time_convert": 0.004874658859999999, "timeseries.ToDatetimeCache.time_dup_seconds_and_unit": { "params": [ [ "True", "False" ] ], "result": [ 0.0034554689399999994, 0.004537002430000001 ] }, "timeseries.ToDatetimeCache.time_dup_string_dates": { "params": [ [ "True", "False" ] ], "result": [ 0.0025437855200000016, 0.0014241560359999998 ] }, "timeseries.ToDatetimeCache.time_dup_string_dates_and_format": { "params": [ [ "True", "False" ] ], "result": [ 0.002577507859999999, 0.0014303198710000002 ] }, "timeseries.ToDatetimeCache.time_dup_string_tzoffset_dates": { "params": [ [ "True", "False" ] ], "result": [ 0.0028126751799999994, 0.14359828459999996 ] }, "timeseries.ToDatetimeCache.time_unique_seconds_and_unit": { "params": [ [ "True", "False" ] ], "result": [ 0.00460428471, 0.004463617970000003 ] }, "timeseries.ToDatetimeCacheSmallCount.time_unique_date_strings": { "params": [ [ "True", "False" ], [ "50", "500", "5000", "100000" ] ], "result": [ 0.00033485055600000014, 0.00047895551800000003, 0.0010833698360000002, 0.012099036060000002, 0.0003440343950000002, 0.0004009995019999999, 0.000919728922, 0.011856285090000003 ] }, "timeseries.ToDatetimeFormat.time_exact": 0.013482785010000003, "timeseries.ToDatetimeFormat.time_no_exact": 0.013135191130000003, "timeseries.ToDatetimeFormatQuarters.time_infer_quarter": 0.0035851289399999996, "timeseries.ToDatetimeISO8601.time_iso8601": 0.00290689301, "timeseries.ToDatetimeISO8601.time_iso8601_format": 0.00294031988, "timeseries.ToDatetimeISO8601.time_iso8601_format_no_sep": 0.0028700584100000005, "timeseries.ToDatetimeISO8601.time_iso8601_nosep": 0.002844551609999999, "timeseries.ToDatetimeISO8601.time_iso8601_tz_spaceformat": 0.2495146730000002, "timeseries.ToDatetimeNONISO8601.time_different_offset": 0.030536833900000015, "timeseries.ToDatetimeNONISO8601.time_same_offset": 0.0030116662000000006, "timeseries.ToDatetimeYYYYMMDD.time_format_YYYYMMDD": 0.004530001490000002, "timeseries.TzLocalize.time_infer_dst": { "params": [ [ "None", "'US/Eastern'", "'UTC'", "tzutc()" ] ], "result": [ 6.9406045e-05, 0.0035984614999999987, 9.37151745e-05, 9.379048629999999e-05 ] }, "timestamp.TimestampAcrossDst.time_replace_across_dst": 1.7020132189999994e-05, "timestamp.TimestampConstruction.time_fromordinal": 1.6090193899999994e-06, "timestamp.TimestampConstruction.time_fromtimestamp": 1.50299549e-06, "timestamp.TimestampConstruction.time_parse_dateutil": 9.704389849999999e-05, "timestamp.TimestampConstruction.time_parse_iso8601_no_tz": 1.636863989e-06, "timestamp.TimestampConstruction.time_parse_iso8601_tz": 1.882290132e-05, "timestamp.TimestampConstruction.time_parse_now": 2.0925402500000012e-06, "timestamp.TimestampConstruction.time_parse_today": 1.7685295429999996e-06, "timestamp.TimestampOps.time_ceil": { "params": [ [ "None", "'US/Eastern'", "", "tzutc()" ] ], "result": [ 9.609650339999996e-05, 0.00018600367909999996, 0.00010683074459999999, 0.00010922541939999997 ] }, "timestamp.TimestampOps.time_floor": { "params": [ [ "None", "'US/Eastern'", "", "tzutc()" ] ], "result": [ 9.103854080000003e-05, 0.0001826247662, 0.00010645048240000002, 0.00011124603080000001 ] }, "timestamp.TimestampOps.time_normalize": { "params": [ [ "None", "'US/Eastern'", "", "tzutc()" ] ], "result": [ 6.699946800000003e-06, 5.660890309999997e-05, 6.715596239999999e-06, 6.745145959999998e-06 ] }, "timestamp.TimestampOps.time_replace_None": { "params": [ [ "None", "'US/Eastern'", "", "tzutc()" ] ], "result": [ 2.2564808699999993e-06, 1.3890349139999998e-05, 2.5750335100000022e-06, 2.4548106300000017e-06 ] }, "timestamp.TimestampOps.time_replace_tz": { "params": [ [ "None", "'US/Eastern'", "", "tzutc()" ] ], "result": [ 1.9101332049999996e-05, 3.791453439999999e-05, 1.968108961e-05, 2.0157623700000006e-05 ] }, "timestamp.TimestampOps.time_to_julian_date": { "params": [ [ "None", "'US/Eastern'", "", "tzutc()" ] ], "result": [ 1.1518418750000006e-05, 1.1432644100000002e-05, 1.2965832849999997e-05, 1.163479262e-05 ] }, "timestamp.TimestampOps.time_to_pydatetime": { "params": [ [ "None", "'US/Eastern'", "", "tzutc()" ] ], "result": [ 5.717941870000001e-07, 5.509549420000001e-07, 5.56793978e-07, 5.593755709999999e-07 ] }, "timestamp.TimestampOps.time_tz_convert": { "params": [ [ "None", "'US/Eastern'", "", "tzutc()" ] ], "result": [ 2.323113189999999e-07, 8.134942699999997e-06, 1.8392062860000005e-06, 1.9398757579999994e-06 ] }, "timestamp.TimestampOps.time_tz_localize": { "params": [ [ "None", "'US/Eastern'", "", "tzutc()" ] ], "result": [ 4.91296711e-06, 2.133925910000001e-07, 2.1791582700000012e-07, 2.265417999999999e-07 ] }, "timestamp.TimestampProperties.time_dayofweek": { "params": [ [ "None", "", "", "tzutc()" ], [ "None", "'B'" ] ], "result": [ 2.461108289999998e-07, 2.4905342500000006e-07, 2.44698589e-07, 2.3524251500000016e-07, 2.3413313600000007e-07, 2.50357422e-07, 2.440941299999999e-07, 2.384196809999999e-07 ] }, "timestamp.TimestampProperties.time_dayofyear": { "params": [ [ "None", "", "", "tzutc()" ], [ "None", "'B'" ] ], "result": [ 2.6878861799999987e-07, 2.6933164099999996e-07, 2.610803690000001e-07, 2.6841712000000005e-07, 2.7012220200000003e-07, 2.6229714800000004e-07, 2.681671670000001e-07, 2.6165784300000004e-07 ] }, "timestamp.TimestampProperties.time_days_in_month": { "params": [ [ "None", "", "", "tzutc()" ], [ "None", "'B'" ] ], "result": [ 2.453244990000001e-07, 2.4660214600000005e-07, 2.4677978599999985e-07, 2.4719475999999993e-07, 2.5899906600000014e-07, 2.4630118599999994e-07, 2.49156277e-07, 2.45631967e-07 ] }, "timestamp.TimestampProperties.time_freqstr": { "params": [ [ "None", "", "", "tzutc()" ], [ "None", "'B'" ] ], "result": [ 4.30052713e-07, 2.67068565e-07, 4.313586690000002e-07, 2.711054060000002e-07, 4.3524808400000013e-07, 2.771247269999999e-07, 4.311457320000001e-07, 2.690701979999999e-07 ] }, "timestamp.TimestampProperties.time_is_leap_year": { "params": [ [ "None", "", "", "tzutc()" ], [ "None", "'B'" ] ], "result": [ 2.3098143799999992e-07, 2.3532577600000003e-07, 2.3524138499999992e-07, 2.3433855599999997e-07, 2.3613295000000023e-07, 2.3000634500000006e-07, 2.3490037899999994e-07, 2.3639942400000003e-07 ] }, "timestamp.TimestampProperties.time_is_month_end": { "params": [ [ "None", "", "", "tzutc()" ], [ "None", "'B'" ] ], "result": [ 3.5200714599999985e-07, 9.38384118e-06, 3.413727150000003e-07, 2.7711782199999992e-05, 3.42898556e-07, 9.689899279999996e-06, 3.4145518799999984e-07, 9.82216211e-06 ] }, "timestamp.TimestampProperties.time_is_month_start": { "params": [ [ "None", "", "", "tzutc()" ], [ "None", "'B'" ] ], "result": [ 2.3802081799999985e-07, 1.0501237459999997e-05, 2.392845479999999e-07, 2.8009663899999994e-05, 2.45353892e-07, 9.10571146e-06, 2.3431813200000008e-07, 1.0100369809999994e-05 ] }, "timestamp.TimestampProperties.time_is_quarter_end": { "params": [ [ "None", "", "", "tzutc()" ], [ "None", "'B'" ] ], "result": [ 2.49427753e-07, 9.272039550000003e-06, 2.4483599999999985e-07, 2.8466122400000015e-05, 2.43517889e-07, 9.571085940000002e-06, 2.438953100000001e-07, 9.925376270000001e-06 ] }, "timestamp.TimestampProperties.time_is_quarter_start": { "params": [ [ "None", "", "", "tzutc()" ], [ "None", "'B'" ] ], "result": [ 2.3748972499999987e-07, 9.924156079999999e-06, 2.3355203199999996e-07, 2.8339331600000016e-05, 2.5428697799999987e-07, 1.082604194e-05, 2.3633232300000006e-07, 1.0313623130000003e-05 ] }, "timestamp.TimestampProperties.time_is_year_end": { "params": [ [ "None", "", "", "tzutc()" ], [ "None", "'B'" ] ], "result": [ 2.3204485600000012e-07, 9.98702046e-06, 2.4352433699999996e-07, 2.9222656199999997e-05, 2.4266118e-07, 9.671349840000003e-06, 2.386719589999999e-07, 9.868694229999999e-06 ] }, "timestamp.TimestampProperties.time_is_year_start": { "params": [ [ "None", "", "", "tzutc()" ], [ "None", "'B'" ] ], "result": [ 2.6050646600000025e-07, 9.624810430000001e-06, 2.6529239299999996e-07, 2.9052000599999995e-05, 2.6354184199999995e-07, 1.0013905840000002e-05, 2.7630721700000003e-07, 9.768390540000001e-06 ] }, "timestamp.TimestampProperties.time_microsecond": { "params": [ [ "None", "", "", "tzutc()" ], [ "None", "'B'" ] ], "result": [ 2.0535468400000002e-07, 2.0149812659999995e-07, 2.0518628100000004e-07, 2.0321546699999993e-07, 1.934435327e-07, 1.889106322e-07, 1.9372015710000005e-07, 1.9041499e-07 ] }, "timestamp.TimestampProperties.time_month_name": { "params": [ [ "None", "", "", "tzutc()" ], [ "None", "'B'" ] ], "result": [ 7.819420290000001e-06, 7.158678740000002e-06, 2.4430524399999998e-05, 2.5123657099999995e-05, 6.964006620000003e-06, 7.2873919399999965e-06, 8.99869266e-06, 6.842684329999998e-06 ] }, "timestamp.TimestampProperties.time_quarter": { "params": [ [ "None", "", "", "tzutc()" ], [ "None", "'B'" ] ], "result": [ 2.3740623299999997e-07, 2.4126216900000006e-07, 2.3650249300000016e-07, 2.384354569999998e-07, 2.4548427100000003e-07, 2.3323319100000007e-07, 2.3881745199999993e-07, 2.4072842299999996e-07 ] }, "timestamp.TimestampProperties.time_tz": { "params": [ [ "None", "", "", "tzutc()" ], [ "None", "'B'" ] ], "result": [ 2.2793452100000012e-07, 2.075928400000002e-07, 2.11520323e-07, 2.0905696500000005e-07, 2.120719419999999e-07, 2.1622563999999998e-07, 2.1943885000000018e-07, 2.1878307600000002e-07 ] }, "timestamp.TimestampProperties.time_week": { "params": [ [ "None", "", "", "tzutc()" ], [ "None", "'B'" ] ], "result": [ 2.7192172199999986e-07, 2.7137633500000003e-07, 2.83205328e-07, 2.7151092500000005e-07, 2.8091818099999986e-07, 2.763214300000001e-07, 2.9128478300000004e-07, 2.72367609e-07 ] }, "timestamp.TimestampProperties.time_weekday_name": { "params": [ [ "None", "", "", "tzutc()" ], [ "None", "'B'" ] ], "result": [ 1.9496055990000002e-07, 2.0171585000000004e-07, 2.0101594e-07, 1.9839330789999998e-07, 1.920627517e-07, 1.957273482e-07, 1.9914639169999998e-07, 1.968423962e-07 ] } }, "started_at": { "algorithms.Duplicated.time_duplicated": 1572457191000, "algorithms.DuplicatedUniqueIndex.time_duplicated_unique": 1572457218000, "algorithms.Factorize.time_factorize": 1572457227000, "algorithms.FactorizeUnique.time_factorize": 1572457248000, "algorithms.Hashing.time_frame": 1572457450000, "algorithms.Hashing.time_series_categorical": 1572457456000, "algorithms.Hashing.time_series_dates": 1572457457000, "algorithms.Hashing.time_series_float": 1572457458000, "algorithms.Hashing.time_series_int": 1572457460000, "algorithms.Hashing.time_series_string": 1572457461000, "algorithms.Hashing.time_series_timedeltas": 1572457464000, "algorithms.MaybeConvertObjects.time_maybe_convert_objects": 1572457267000, "algorithms.Quantile.time_quantile": 1572457268000, "algorithms.SortIntegerArray.time_argsort": 1572457447000, "attrs_caching.CacheReadonly.time_cache_readonly": 1572404864000, "attrs_caching.DataFrameAttributes.time_get_index": 1572404869000, "attrs_caching.DataFrameAttributes.time_set_index": 1572404875000, "binary_ops.AddOverflowArray.time_add_overflow_arr_mask_nan": 1572404881000, "binary_ops.AddOverflowArray.time_add_overflow_arr_rev": 1572404884000, "binary_ops.AddOverflowArray.time_add_overflow_b_mask_nan": 1572404886000, "binary_ops.AddOverflowArray.time_add_overflow_both_arg_nan": 1572404889000, "binary_ops.AddOverflowScalar.time_add_overflow_scalar": 1572404892000, "binary_ops.Ops.time_frame_add": 1572404898000, "binary_ops.Ops.time_frame_comparison": 1572404906000, "binary_ops.Ops.time_frame_mult": 1572404915000, "binary_ops.Ops.time_frame_multi_and": 1572404923000, "binary_ops.Ops2.time_frame_dot": 1572404939000, "binary_ops.Ops2.time_frame_float_div": 1572404940000, "binary_ops.Ops2.time_frame_float_div_by_zero": 1572404942000, "binary_ops.Ops2.time_frame_float_floor_by_zero": 1572404943000, "binary_ops.Ops2.time_frame_float_mod": 1572404945000, "binary_ops.Ops2.time_frame_int_div_by_zero": 1572404950000, "binary_ops.Ops2.time_frame_int_mod": 1572404951000, "binary_ops.Ops2.time_frame_series_dot": 1572404952000, "binary_ops.Ops2.time_series_dot": 1572404953000, "binary_ops.Timeseries.time_series_timestamp_compare": 1572404955000, "binary_ops.Timeseries.time_timestamp_ops_diff": 1572404961000, "binary_ops.Timeseries.time_timestamp_ops_diff_with_shift": 1572404966000, "binary_ops.Timeseries.time_timestamp_series_compare": 1572404975000, "categoricals.CategoricalSlicing.time_getitem_bool_array": 1572404981000, "categoricals.CategoricalSlicing.time_getitem_list": 1572404996000, "categoricals.CategoricalSlicing.time_getitem_list_like": 1572405003000, "categoricals.CategoricalSlicing.time_getitem_scalar": 1572405017000, "categoricals.CategoricalSlicing.time_getitem_slice": 1572405023000, "categoricals.Concat.time_concat": 1572405035000, "categoricals.Concat.time_union": 1572405042000, "categoricals.Constructor.time_all_nan": 1572405044000, "categoricals.Constructor.time_datetimes": 1572405046000, "categoricals.Constructor.time_datetimes_with_nat": 1572405050000, "categoricals.Constructor.time_existing_categorical": 1572405055000, "categoricals.Constructor.time_existing_series": 1572405057000, "categoricals.Constructor.time_fastpath": 1572405060000, "categoricals.Constructor.time_from_codes_all_int8": 1572405061000, "categoricals.Constructor.time_regular": 1572405063000, "categoricals.Constructor.time_with_nan": 1572405069000, "categoricals.Contains.time_categorical_contains": 1572405074000, "categoricals.Contains.time_categorical_index_contains": 1572405079000, "categoricals.Indexing.time_align": 1572405081000, "categoricals.Indexing.time_get_loc": 1572405084000, "categoricals.Indexing.time_intersection": 1572405085000, "categoricals.Indexing.time_reindex": 1572405086000, "categoricals.Indexing.time_reindex_missing": 1572405092000, "categoricals.Indexing.time_shallow_copy": 1572405093000, "categoricals.Indexing.time_shape": 1572405095000, "categoricals.Indexing.time_sort_values": 1572405098000, "categoricals.Indexing.time_unique": 1572405099000, "categoricals.IsMonotonic.time_categorical_index_is_monotonic_decreasing": 1572405101000, "categoricals.IsMonotonic.time_categorical_index_is_monotonic_increasing": 1572405102000, "categoricals.IsMonotonic.time_categorical_series_is_monotonic_decreasing": 1572405103000, "categoricals.IsMonotonic.time_categorical_series_is_monotonic_increasing": 1572405105000, "categoricals.Isin.time_isin_categorical": 1572405107000, "categoricals.Rank.time_rank_int": 1572405114000, "categoricals.Rank.time_rank_int_cat": 1572405118000, "categoricals.Rank.time_rank_int_cat_ordered": 1572405122000, "categoricals.Rank.time_rank_string": 1572405126000, "categoricals.Rank.time_rank_string_cat": 1572405130000, "categoricals.Rank.time_rank_string_cat_ordered": 1572405133000, "categoricals.RemoveCategories.time_remove_categories": 1572405136000, "categoricals.Repr.time_rendering": 1572405139000, "categoricals.SearchSorted.time_categorical_contains": 1572405141000, "categoricals.SearchSorted.time_categorical_index_contains": 1572405142000, "categoricals.SetCategories.time_set_categories": 1572405144000, "categoricals.ValueCounts.time_value_counts": 1572405149000, "ctors.MultiIndexConstructor.time_multiindex_from_iterables": 1572405157000, "ctors.SeriesConstructors.time_series_constructor": 1572405160000, "ctors.SeriesDtypesConstructors.time_dtindex_from_index_with_series": 1572405175000, "ctors.SeriesDtypesConstructors.time_dtindex_from_series": 1572405177000, "ctors.SeriesDtypesConstructors.time_index_from_array_floats": 1572405179000, "ctors.SeriesDtypesConstructors.time_index_from_array_string": 1572405180000, "dtypes.Dtypes.time_pandas_dtype": 1572405182000, "dtypes.DtypesInvalid.time_pandas_dtype_invalid": 1572405329000, "eval.Eval.time_add": 1572405337000, "eval.Eval.time_and": 1572405351000, "eval.Eval.time_chained_cmp": 1572405363000, "eval.Eval.time_mult": 1572405374000, "eval.Query.time_query_datetime_column": 1572405388000, "eval.Query.time_query_datetime_index": 1572405392000, "eval.Query.time_query_with_boolean_selection": 1572405396000, "frame_ctor.FromDicts.time_list_of_dict": 1572405397000, "frame_ctor.FromDicts.time_nested_dict": 1572405399000, "frame_ctor.FromDicts.time_nested_dict_columns": 1572405401000, "frame_ctor.FromDicts.time_nested_dict_index": 1572405403000, "frame_ctor.FromDicts.time_nested_dict_index_columns": 1572405405000, "frame_ctor.FromDicts.time_nested_dict_int64": 1572405407000, "frame_ctor.FromDictwithTimestamp.time_dict_with_timestamp_offsets": 1572405412000, "frame_ctor.FromLists.time_frame_from_lists": 1572405419000, "frame_ctor.FromNDArray.time_frame_from_ndarray": 1572405420000, "frame_ctor.FromRecords.time_frame_from_records_generator": 1572405423000, "frame_ctor.FromSeries.time_mi_series": 1572405423000, "frame_methods.Apply.time_apply_axis_1": 1572405428000, "frame_methods.Apply.time_apply_lambda_mean": 1572405429000, "frame_methods.Apply.time_apply_np_mean": 1572405433000, "frame_methods.Apply.time_apply_pass_thru": 1572405438000, "frame_methods.Apply.time_apply_ref_by_name": 1572405440000, "frame_methods.Apply.time_apply_user_func": 1572405446000, "frame_methods.Count.time_count_level_mixed_dtypes_multi": 1572405452000, "frame_methods.Count.time_count_level_multi": 1572405459000, "frame_methods.Describe.time_dataframe_describe": 1572405465000, "frame_methods.Describe.time_series_describe": 1572405468000, "frame_methods.Dropna.time_dropna": 1572405469000, "frame_methods.Dropna.time_dropna_axis_mixed_dtypes": 1572405491000, "frame_methods.Dtypes.time_frame_dtypes": 1572405500000, "frame_methods.Duplicated.time_frame_duplicated": 1572405504000, "frame_methods.Duplicated.time_frame_duplicated_wide": 1572405509000, "frame_methods.Equals.time_frame_float_equal": 1572405514000, "frame_methods.Equals.time_frame_float_unequal": 1572405518000, "frame_methods.Equals.time_frame_nonunique_equal": 1572405521000, "frame_methods.Equals.time_frame_nonunique_unequal": 1572405522000, "frame_methods.Equals.time_frame_object_equal": 1572405529000, "frame_methods.Equals.time_frame_object_unequal": 1572405531000, "frame_methods.Fillna.time_frame_fillna": 1572405532000, "frame_methods.GetDtypeCounts.time_frame_get_dtype_counts": 1572405539000, "frame_methods.GetDtypeCounts.time_info": 1572405540000, "frame_methods.GetNumericData.time_frame_get_numeric_data": 1572405542000, "frame_methods.Interpolate.time_interpolate": 1572405546000, "frame_methods.Interpolate.time_interpolate_some_good": 1572405556000, "frame_methods.Isnull.time_isnull": 1572405559000, "frame_methods.Isnull.time_isnull_floats_no_null": 1572405561000, "frame_methods.Isnull.time_isnull_obj": 1572405563000, "frame_methods.Isnull.time_isnull_strngs": 1572405565000, "frame_methods.Iteration.mem_itertuples_raw_start": 1572405566000, "frame_methods.Iteration.mem_itertuples_raw_to_list": 1572405567000, "frame_methods.Iteration.mem_itertuples_read_first": 1572405604000, "frame_methods.Iteration.mem_itertuples_start": 1572405605000, "frame_methods.Iteration.mem_itertuples_to_list": 1572405606000, "frame_methods.Iteration.peakmem_itertuples": 1572405622000, "frame_methods.Iteration.peakmem_itertuples_raw": 1572405625000, "frame_methods.Iteration.peakmem_itertuples_raw_read_first": 1572405626000, "frame_methods.Iteration.peakmem_itertuples_raw_start": 1572405627000, "frame_methods.Iteration.peakmem_itertuples_raw_to_list": 1572405629000, "frame_methods.Iteration.peakmem_itertuples_start": 1572405631000, "frame_methods.Iteration.peakmem_itertuples_to_list": 1572405632000, "frame_methods.Iteration.time_items": 1572405635000, "frame_methods.Iteration.time_items_cached": 1572405643000, "frame_methods.Iteration.time_iteritems_indexing": 1572405647000, "frame_methods.Iteration.time_iterrows": 1572405653000, "frame_methods.Iteration.time_itertuples": 1572405657000, "frame_methods.Iteration.time_itertuples_raw_read_first": 1572405662000, "frame_methods.Iteration.time_itertuples_raw_start": 1572405667000, "frame_methods.Iteration.time_itertuples_raw_tuples": 1572405671000, "frame_methods.Iteration.time_itertuples_raw_tuples_to_list": 1572405676000, "frame_methods.Iteration.time_itertuples_read_first": 1572405681000, "frame_methods.Iteration.time_itertuples_start": 1572405687000, "frame_methods.Iteration.time_itertuples_to_list": 1572405693000, "frame_methods.Lookup.time_frame_fancy_lookup": 1572405699000, "frame_methods.Lookup.time_frame_fancy_lookup_all": 1572405705000, "frame_methods.MaskBool.time_frame_mask_bools": 1572405710000, "frame_methods.MaskBool.time_frame_mask_floats": 1572405714000, "frame_methods.NSort.time_nlargest_one_column": 1572405718000, "frame_methods.NSort.time_nlargest_two_columns": 1572405723000, "frame_methods.NSort.time_nsmallest_one_column": 1572405729000, "frame_methods.NSort.time_nsmallest_two_columns": 1572405733000, "frame_methods.Nunique.time_frame_nunique": 1572405739000, "frame_methods.Quantile.time_frame_quantile": 1572405741000, "frame_methods.Reindex.time_reindex_axis0": 1572405747000, "frame_methods.Reindex.time_reindex_axis1": 1572405749000, "frame_methods.Reindex.time_reindex_both_axes": 1572405752000, "frame_methods.Reindex.time_reindex_upcast": 1572405757000, "frame_methods.Rename.time_dict_rename_both_axes": 1572405761000, "frame_methods.Rename.time_rename_axis0": 1572405765000, "frame_methods.Rename.time_rename_axis1": 1572405769000, "frame_methods.Rename.time_rename_both_axes": 1572405773000, "frame_methods.Rename.time_rename_single": 1572405777000, "frame_methods.Repr.time_frame_repr_wide": 1572405780000, "frame_methods.Repr.time_html_repr_trunc_mi": 1572405783000, "frame_methods.Repr.time_html_repr_trunc_si": 1572405786000, "frame_methods.Repr.time_repr_tall": 1572405788000, "frame_methods.SelectDtypes.time_select_dtypes": 1572405793000, "frame_methods.Shift.time_shift": 1572405799000, "frame_methods.SortIndexByColumns.time_frame_sort_values_by_columns": 1572405806000, "frame_methods.SortValues.time_frame_sort_values": 1572405807000, "frame_methods.ToHTML.time_to_html_mixed": 1572405817000, "frame_methods.ToString.time_to_string_floats": 1572405819000, "frame_methods.XS.time_frame_xs": 1572405822000, "gil.ParallelDatetimeFields.time_datetime_field_day": 1572405845000, "gil.ParallelDatetimeFields.time_datetime_field_daysinmonth": 1572405848000, "gil.ParallelDatetimeFields.time_datetime_field_normalize": 1572405851000, "gil.ParallelDatetimeFields.time_datetime_field_year": 1572405853000, "gil.ParallelDatetimeFields.time_datetime_to_period": 1572405856000, "gil.ParallelDatetimeFields.time_period_to_datetime": 1572405860000, "gil.ParallelFactorize.time_loop": 1572405865000, "gil.ParallelFactorize.time_parallel": 1572405866000, "gil.ParallelGroupbyMethods.time_loop": 1572405868000, "gil.ParallelGroupbyMethods.time_parallel": 1572405929000, "gil.ParallelGroups.time_get_groups": 1572405954000, "gil.ParallelKth.time_kth_smallest": 1572405962000, "gil.ParallelReadCSV.time_read_csv": 1572405966000, "gil.ParallelRolling.time_rolling": 1572405975000, "gil.ParallelTake1D.time_take1d": 1572405991000, "groupby.AggFunctions.time_different_numpy_functions": 1572414476000, "groupby.AggFunctions.time_different_python_functions_multicol": 1572414480000, "groupby.AggFunctions.time_different_python_functions_singlecol": 1572414486000, "groupby.AggFunctions.time_different_str_functions": 1572414487000, "groupby.Apply.time_copy_function_multi_col": 1572414491000, "groupby.Apply.time_copy_overhead_single_col": 1572414494000, "groupby.Apply.time_scalar_function_multi_col": 1572414496000, "groupby.Apply.time_scalar_function_single_col": 1572414502000, "groupby.ApplyDictReturn.time_groupby_apply_dict_return": 1572405994000, "groupby.Categories.time_groupby_extra_cat_nosort": 1572405997000, "groupby.Categories.time_groupby_extra_cat_sort": 1572405999000, "groupby.Categories.time_groupby_nosort": 1572406003000, "groupby.Categories.time_groupby_ordered_nosort": 1572406006000, "groupby.Categories.time_groupby_ordered_sort": 1572406009000, "groupby.Categories.time_groupby_sort": 1572406013000, "groupby.CountMultiDtype.time_multi_count": 1572414505000, "groupby.CountMultiInt.time_multi_int_count": 1572414507000, "groupby.CountMultiInt.time_multi_int_nunique": 1572414508000, "groupby.DateAttributes.time_len_groupby_object": 1572406018000, "groupby.Datelike.time_sum": 1572406019000, "groupby.Float32.time_sum": 1572406022000, "groupby.GroupByMethods.time_dtype_as_field": 1572406025000, "groupby.GroupByMethods.time_dtype_as_group": 1572406571000, "groupby.GroupManyLabels.time_sum": 1572407158000, "groupby.GroupStrings.time_multi_columns": 1572407161000, "groupby.Groups.time_series_groups": 1572414512000, "groupby.Int64.time_overflow": 1572407167000, "groupby.MultiColumn.time_col_select_lambda_sum": 1572414520000, "groupby.MultiColumn.time_col_select_numpy_sum": 1572414522000, "groupby.MultiColumn.time_cython_sum": 1572414527000, "groupby.MultiColumn.time_lambda_sum": 1572414531000, "groupby.Nth.time_frame_nth": 1572407168000, "groupby.Nth.time_frame_nth_any": 1572407189000, "groupby.Nth.time_groupby_nth_all": 1572407195000, "groupby.Nth.time_series_nth": 1572407200000, "groupby.Nth.time_series_nth_all": 1572407220000, "groupby.Nth.time_series_nth_any": 1572407227000, "groupby.RankWithTies.time_rank_ties": 1572407233000, "groupby.Size.time_category_size": 1572407342000, "groupby.Size.time_multi_size": 1572407343000, "groupby.SumBools.time_groupby_sum_booleans": 1572407346000, "groupby.SumMultiLevel.time_groupby_sum_multiindex": 1572407352000, "groupby.Transform.time_transform_lambda_max": 1572407357000, "groupby.Transform.time_transform_multi_key1": 1572407359000, "groupby.Transform.time_transform_multi_key2": 1572407362000, "groupby.Transform.time_transform_multi_key3": 1572407365000, "groupby.Transform.time_transform_multi_key4": 1572407367000, "groupby.Transform.time_transform_ufunc_max": 1572407369000, "groupby.TransformBools.time_transform_mean": 1572407371000, "groupby.TransformNaN.time_first": 1572407372000, "index_cached_properties.IndexCache.time_engine": 1572407373000, "index_cached_properties.IndexCache.time_inferred_type": 1572407377000, "index_cached_properties.IndexCache.time_is_all_dates": 1572407380000, "index_cached_properties.IndexCache.time_is_monotonic": 1572407383000, "index_cached_properties.IndexCache.time_is_monotonic_decreasing": 1572407387000, "index_cached_properties.IndexCache.time_is_monotonic_increasing": 1572407390000, "index_cached_properties.IndexCache.time_is_unique": 1572407393000, "index_cached_properties.IndexCache.time_shape": 1572407397000, "index_cached_properties.IndexCache.time_values": 1572407400000, "index_object.Datetime.time_is_dates_only": 1572407403000, "index_object.Float64IndexMethod.time_get_loc": 1572407408000, "index_object.GC.peakmem_gc_instances": 1572407410000, "index_object.IndexAppend.time_append_int_list": 1572407412000, "index_object.IndexAppend.time_append_obj_list": 1572407418000, "index_object.IndexAppend.time_append_range_list": 1572407426000, "index_object.Indexing.time_boolean_array": 1572407432000, "index_object.Indexing.time_boolean_series": 1572407462000, "index_object.Indexing.time_get": 1572407491000, "index_object.Indexing.time_get_loc": 1572407521000, "index_object.Indexing.time_get_loc_non_unique": 1572407550000, "index_object.Indexing.time_get_loc_non_unique_sorted": 1572407581000, "index_object.Indexing.time_get_loc_sorted": 1572407611000, "index_object.Indexing.time_slice": 1572407644000, "index_object.Indexing.time_slice_step": 1572407673000, "index_object.IntervalIndexMethod.time_intersection": 1572407702000, "index_object.IntervalIndexMethod.time_intersection_both_duplicate": 1572407706000, "index_object.IntervalIndexMethod.time_intersection_one_duplicate": 1572407712000, "index_object.IntervalIndexMethod.time_is_unique": 1572407716000, "index_object.IntervalIndexMethod.time_monotonic_inc": 1572407719000, "index_object.Ops.time_add": 1572407722000, "index_object.Ops.time_divide": 1572407727000, "index_object.Ops.time_modulo": 1572407732000, "index_object.Ops.time_multiply": 1572407742000, "index_object.Ops.time_subtract": 1572407747000, "index_object.Range.time_get_loc_dec": 1572407752000, "index_object.Range.time_get_loc_inc": 1572407754000, "index_object.Range.time_max": 1572407756000, "index_object.Range.time_max_trivial": 1572407760000, "index_object.Range.time_min": 1572407764000, "index_object.Range.time_min_trivial": 1572407768000, "index_object.SetDisjoint.time_datetime_difference_disjoint": 1572407771000, "index_object.SetOperations.time_operation": 1572407773000, "indexing.AssignTimeseriesIndex.time_frame_assign_timeseries_index": 1572407822000, "indexing.CategoricalIndexIndexing.time_get_indexer_list": 1572407823000, "indexing.CategoricalIndexIndexing.time_get_loc_scalar": 1572407832000, "indexing.CategoricalIndexIndexing.time_getitem_bool_array": 1572407838000, "indexing.CategoricalIndexIndexing.time_getitem_list": 1572407844000, "indexing.CategoricalIndexIndexing.time_getitem_list_like": 1572407856000, "indexing.CategoricalIndexIndexing.time_getitem_scalar": 1572407862000, "indexing.CategoricalIndexIndexing.time_getitem_slice": 1572407868000, "indexing.ChainIndexing.time_chained_indexing": 1572407872000, "indexing.DataFrameNumericIndexing.time_bool_indexer": 1572407875000, "indexing.DataFrameNumericIndexing.time_iloc": 1572407878000, "indexing.DataFrameNumericIndexing.time_iloc_dups": 1572407881000, "indexing.DataFrameNumericIndexing.time_loc": 1572407882000, "indexing.DataFrameNumericIndexing.time_loc_dups": 1572407886000, "indexing.DataFrameStringIndexing.time_boolean_rows": 1572407887000, "indexing.DataFrameStringIndexing.time_boolean_rows_object": 1572407888000, "indexing.DataFrameStringIndexing.time_getitem_scalar": 1572407889000, "indexing.DataFrameStringIndexing.time_ix": 1572407892000, "indexing.DataFrameStringIndexing.time_loc": 1572407897000, "indexing.GetItemSingleColumn.time_frame_getitem_single_column_int": 1572407899000, "indexing.GetItemSingleColumn.time_frame_getitem_single_column_label": 1572407905000, "indexing.InsertColumns.time_assign_with_setitem": 1572407911000, "indexing.InsertColumns.time_insert": 1572407915000, "indexing.IntervalIndexing.time_getitem_list": 1572414536000, "indexing.IntervalIndexing.time_getitem_scalar": 1572414542000, "indexing.IntervalIndexing.time_loc_list": 1572414543000, "indexing.IntervalIndexing.time_loc_scalar": 1572414544000, "indexing.MethodLookup.time_lookup_iloc": 1572414546000, "indexing.MethodLookup.time_lookup_ix": 1572414547000, "indexing.MethodLookup.time_lookup_loc": 1572414550000, "indexing.MultiIndexing.time_frame_ix": 1572407917000, "indexing.MultiIndexing.time_index_slice": 1572407919000, "indexing.MultiIndexing.time_series_ix": 1572407921000, "indexing.NonNumericSeriesIndexing.time_getitem_label_slice": 1572407923000, "indexing.NonNumericSeriesIndexing.time_getitem_list_like": 1572407976000, "indexing.NonNumericSeriesIndexing.time_getitem_pos_slice": 1572408021000, "indexing.NonNumericSeriesIndexing.time_getitem_scalar": 1572408084000, "indexing.NumericSeriesIndexing.time_getitem_array": 1572408129000, "indexing.NumericSeriesIndexing.time_getitem_list_like": 1572408149000, "indexing.NumericSeriesIndexing.time_getitem_lists": 1572408163000, "indexing.NumericSeriesIndexing.time_getitem_scalar": 1572408183000, "indexing.NumericSeriesIndexing.time_getitem_slice": 1572408215000, "indexing.NumericSeriesIndexing.time_iloc_array": 1572408239000, "indexing.NumericSeriesIndexing.time_iloc_list_like": 1572408266000, "indexing.NumericSeriesIndexing.time_iloc_scalar": 1572408286000, "indexing.NumericSeriesIndexing.time_iloc_slice": 1572408306000, "indexing.NumericSeriesIndexing.time_ix_array": 1572408325000, "indexing.NumericSeriesIndexing.time_ix_list_like": 1572408346000, "indexing.NumericSeriesIndexing.time_ix_scalar": 1572408361000, "indexing.NumericSeriesIndexing.time_ix_slice": 1572408383000, "indexing.NumericSeriesIndexing.time_loc_array": 1572408410000, "indexing.NumericSeriesIndexing.time_loc_list_like": 1572408430000, "indexing.NumericSeriesIndexing.time_loc_scalar": 1572408442000, "indexing.NumericSeriesIndexing.time_loc_slice": 1572408461000, "indexing.Take.time_take": 1572408484000, "indexing_engines.NumericEngineIndexing.time_get_loc": 1572408487000, "indexing_engines.ObjectEngineIndexing.time_get_loc": 1572408535000, "inference.DateInferOps.time_add_timedeltas": 1572414552000, "inference.DateInferOps.time_subtract_datetimes": 1572414554000, "inference.DateInferOps.time_timedelta_plus_datetime": 1572414556000, "inference.MaybeConvertNumeric.time_convert": 1572414559000, "inference.NumericInferOps.time_add": 1572408540000, "inference.NumericInferOps.time_divide": 1572408556000, "inference.NumericInferOps.time_modulo": 1572408586000, "inference.NumericInferOps.time_multiply": 1572408602000, "inference.NumericInferOps.time_subtract": 1572408618000, "inference.ToNumeric.time_from_float": 1572408634000, "inference.ToNumeric.time_from_numeric_str": 1572408638000, "inference.ToNumeric.time_from_str": 1572408640000, "inference.ToNumericDowncast.time_downcast": 1572408644000, "io.csv.ParseDateComparison.time_read_csv_dayfirst": 1572408757000, "io.csv.ParseDateComparison.time_to_datetime_dayfirst": 1572408762000, "io.csv.ParseDateComparison.time_to_datetime_format_DD_MM_YYYY": 1572408766000, "io.csv.ReadCSVCachedParseDates.time_read_csv_cached": 1572408774000, "io.csv.ReadCSVCategorical.time_convert_direct": 1572408782000, "io.csv.ReadCSVCategorical.time_convert_post": 1572408783000, "io.csv.ReadCSVComment.time_comment": 1572408786000, "io.csv.ReadCSVConcatDatetime.time_read_csv": 1572408787000, "io.csv.ReadCSVConcatDatetimeBadDateValue.time_read_csv": 1572408788000, "io.csv.ReadCSVDInferDatetimeFormat.time_read_csv": 1572408800000, "io.csv.ReadCSVFloatPrecision.time_read_csv": 1572408819000, "io.csv.ReadCSVFloatPrecision.time_read_csv_python_engine": 1572408853000, "io.csv.ReadCSVMemoryGrowth.mem_parser_chunks": 1572408870000, "io.csv.ReadCSVParseDates.time_baseline": 1572408870000, "io.csv.ReadCSVParseDates.time_multiple_date": 1572408871000, "io.csv.ReadCSVParseSpecialDate.time_read_special_date": 1572408872000, "io.csv.ReadCSVSkipRows.time_skipprows": 1572408878000, "io.csv.ReadCSVThousands.time_thousands": 1572408886000, "io.csv.ReadUint64Integers.time_read_uint64": 1572408904000, "io.csv.ReadUint64Integers.time_read_uint64_na_values": 1572408905000, "io.csv.ReadUint64Integers.time_read_uint64_neg_values": 1572408907000, "io.csv.ToCSV.time_frame": 1572408909000, "io.csv.ToCSVDatetime.time_frame_date_formatting": 1572408921000, "io.csv.ToCSVDatetimeBig.time_frame": 1572408923000, "io.excel.ReadExcel.time_read_excel": 1572414563000, "io.excel.WriteExcel.time_write_excel": 1572408929000, "io.hdf.HDF.time_read_hdf": 1572408932000, "io.hdf.HDF.time_write_hdf": 1572408941000, "io.hdf.HDFStoreDataFrame.time_query_store_table": 1572408945000, "io.hdf.HDFStoreDataFrame.time_query_store_table_wide": 1572408948000, "io.hdf.HDFStoreDataFrame.time_read_store": 1572408952000, "io.hdf.HDFStoreDataFrame.time_read_store_mixed": 1572408958000, "io.hdf.HDFStoreDataFrame.time_read_store_table": 1572408965000, "io.hdf.HDFStoreDataFrame.time_read_store_table_mixed": 1572408968000, "io.hdf.HDFStoreDataFrame.time_read_store_table_wide": 1572408971000, "io.hdf.HDFStoreDataFrame.time_store_info": 1572408975000, "io.hdf.HDFStoreDataFrame.time_store_repr": 1572408982000, "io.hdf.HDFStoreDataFrame.time_store_str": 1572408985000, "io.hdf.HDFStoreDataFrame.time_write_store": 1572408987000, "io.hdf.HDFStoreDataFrame.time_write_store_mixed": 1572408993000, "io.hdf.HDFStoreDataFrame.time_write_store_table": 1572408995000, "io.hdf.HDFStoreDataFrame.time_write_store_table_dc": 1572408999000, "io.hdf.HDFStoreDataFrame.time_write_store_table_mixed": 1572409009000, "io.hdf.HDFStoreDataFrame.time_write_store_table_wide": 1572409013000, "io.json.ReadJSON.time_read_json": 1572409016000, "io.json.ReadJSONLines.peakmem_read_json_lines": 1572409032000, "io.json.ReadJSONLines.peakmem_read_json_lines_concat": 1572409034000, "io.json.ReadJSONLines.time_read_json_lines": 1572409035000, "io.json.ReadJSONLines.time_read_json_lines_concat": 1572409038000, "io.json.ToJSON.peakmem_to_json": 1572409041000, "io.json.ToJSON.peakmem_to_json_wide": 1572409056000, "io.json.ToJSON.time_to_json": 1572409070000, "io.json.ToJSON.time_to_json_wide": 1572409137000, "io.json.ToJSONLines.time_delta_int_tstamp_lines": 1572409255000, "io.json.ToJSONLines.time_float_int_lines": 1572409261000, "io.json.ToJSONLines.time_float_int_str_lines": 1572409266000, "io.json.ToJSONLines.time_floats_with_dt_index_lines": 1572409271000, "io.json.ToJSONLines.time_floats_with_int_idex_lines": 1572409276000, "io.json.ToJSONMem.peakmem_float": 1572414571000, "io.json.ToJSONMem.peakmem_int": 1572414574000, "io.msgpack.MSGPack.time_read_msgpack": 1572409280000, "io.msgpack.MSGPack.time_write_msgpack": 1572409284000, "io.parsers.ConcatDateCols.time_check_concat": 1572409285000, "io.parsers.DoesStringLookLikeDatetime.time_check_datetimes": 1572409296000, "io.pickle.Pickle.time_read_pickle": 1572409301000, "io.pickle.Pickle.time_write_pickle": 1572409304000, "io.sas.SAS.time_read_msgpack": 1572409306000, "io.sql.ReadSQLTable.time_read_sql_table_all": 1572409311000, "io.sql.ReadSQLTable.time_read_sql_table_parse_dates": 1572409313000, "io.sql.ReadSQLTableDtypes.time_read_sql_table_column": 1572409317000, "io.sql.SQL.time_read_sql_query": 1572409342000, "io.sql.SQL.time_to_sql_dataframe": 1572409345000, "io.sql.WriteSQLDtypes.time_read_sql_query_select_column": 1572409351000, "io.sql.WriteSQLDtypes.time_to_sql_dataframe_column": 1572409384000, "io.stata.Stata.time_read_stata": 1572409416000, "io.stata.Stata.time_write_stata": 1572409439000, "io.stata.StataMissing.time_read_stata": 1572409474000, "io.stata.StataMissing.time_write_stata": 1572409521000, "join_merge.Align.time_series_align_int64_index": 1572409572000, "join_merge.Align.time_series_align_left_monotonic": 1572409574000, "join_merge.Append.time_append_homogenous": 1572409578000, "join_merge.Append.time_append_mixed": 1572409579000, "join_merge.Concat.time_concat_empty_left": 1572409583000, "join_merge.Concat.time_concat_empty_right": 1572409590000, "join_merge.Concat.time_concat_mixed_ndims": 1572409597000, "join_merge.Concat.time_concat_series": 1572409601000, "join_merge.Concat.time_concat_small_frames": 1572409609000, "join_merge.ConcatDataFrames.time_c_ordered": 1572409611000, "join_merge.ConcatDataFrames.time_f_ordered": 1572409617000, "join_merge.I8Merge.time_i8merge": 1572409622000, "join_merge.Join.time_join_dataframe_index_multi": 1572409634000, "join_merge.Join.time_join_dataframe_index_shuffle_key_bigger_sort": 1572409646000, "join_merge.Join.time_join_dataframe_index_single_key_bigger": 1572409654000, "join_merge.Join.time_join_dataframe_index_single_key_small": 1572409662000, "join_merge.JoinIndex.time_left_outer_join_index": 1572409669000, "join_merge.JoinNonUnique.time_join_non_unique_equal": 1572409672000, "join_merge.Merge.time_merge_2intkey": 1572409674000, "join_merge.Merge.time_merge_dataframe_integer_2key": 1572409680000, "join_merge.Merge.time_merge_dataframe_integer_key": 1572409686000, "join_merge.MergeAsof.time_by_int": 1572409688000, "join_merge.MergeAsof.time_by_object": 1572409717000, "join_merge.MergeAsof.time_multiby": 1572409749000, "join_merge.MergeAsof.time_on_int": 1572409770000, "join_merge.MergeAsof.time_on_int32": 1572409804000, "join_merge.MergeAsof.time_on_uint64": 1572409839000, "join_merge.MergeCategoricals.time_merge_cat": 1572409873000, "join_merge.MergeCategoricals.time_merge_object": 1572409874000, "join_merge.MergeOrdered.time_merge_ordered": 1572409876000, "multiindex_object.CategoricalLevel.time_categorical_level": 1572409879000, "multiindex_object.Duplicated.time_duplicated": 1572409880000, "multiindex_object.Duplicates.time_remove_unused_levels": 1572409883000, "multiindex_object.GetLoc.time_large_get_loc": 1572409885000, "multiindex_object.GetLoc.time_large_get_loc_warm": 1572409887000, "multiindex_object.GetLoc.time_med_get_loc": 1572409889000, "multiindex_object.GetLoc.time_med_get_loc_warm": 1572409891000, "multiindex_object.GetLoc.time_small_get_loc_warm": 1572409893000, "multiindex_object.GetLoc.time_string_get_loc": 1572409895000, "multiindex_object.Integer.time_get_indexer": 1572409897000, "multiindex_object.Integer.time_is_monotonic": 1572409902000, "multiindex_object.Sortlevel.time_sortlevel_int64": 1572409903000, "multiindex_object.Sortlevel.time_sortlevel_one": 1572409905000, "multiindex_object.Sortlevel.time_sortlevel_zero": 1572409909000, "multiindex_object.Values.time_datetime_level_values_copy": 1572414577000, "multiindex_object.Values.time_datetime_level_values_sliced": 1572414578000, "offset.ApplyIndex.time_apply_index": 1572409913000, "offset.OffestDatetimeArithmetic.time_add": 1572409948000, "offset.OffestDatetimeArithmetic.time_add_10": 1572410051000, "offset.OffestDatetimeArithmetic.time_apply": 1572410114000, "offset.OffestDatetimeArithmetic.time_apply_np_dt64": 1572410210000, "offset.OffestDatetimeArithmetic.time_subtract": 1572410308000, "offset.OffestDatetimeArithmetic.time_subtract_10": 1572410373000, "offset.OffsetDatetimeIndexArithmetic.time_add_offset": 1572410418000, "offset.OffsetSeriesArithmetic.time_add_offset": 1572410459000, "offset.OnOffset.time_on_offset": 1572410508000, "package.TimeImport.time_import": 1572410568000, "period.Algorithms.time_drop_duplicates": 1572410628000, "period.Algorithms.time_value_counts": 1572410636000, "period.DataFramePeriodColumn.time_set_index": 1572410643000, "period.DataFramePeriodColumn.time_setitem_period_column": 1572410645000, "period.Indexing.time_align": 1572410646000, "period.Indexing.time_get_loc": 1572410651000, "period.Indexing.time_intersection": 1572410653000, "period.Indexing.time_series_loc": 1572410654000, "period.Indexing.time_shallow_copy": 1572410656000, "period.Indexing.time_shape": 1572410657000, "period.Indexing.time_unique": 1572410660000, "period.PeriodConstructor.time_period_constructor": 1572410663000, "period.PeriodIndexConstructor.time_from_date_range": 1572410674000, "period.PeriodIndexConstructor.time_from_ints": 1572410687000, "period.PeriodIndexConstructor.time_from_ints_daily": 1572410693000, "period.PeriodIndexConstructor.time_from_pydatetime": 1572410698000, "period.PeriodProperties.time_property": 1572410700000, "period.PeriodUnaryMethods.time_asfreq": 1572410798000, "period.PeriodUnaryMethods.time_now": 1572410800000, "period.PeriodUnaryMethods.time_to_timestamp": 1572410808000, "plotting.FramePlotting.time_frame_plot": 1572410814000, "plotting.Misc.time_plot_andrews_curves": 1572410826000, "plotting.SeriesPlotting.time_series_plot": 1572410829000, "plotting.TimeseriesPlotting.time_plot_irregular": 1572410839000, "plotting.TimeseriesPlotting.time_plot_regular": 1572410840000, "plotting.TimeseriesPlotting.time_plot_regular_compat": 1572410843000, "plotting.TimeseriesPlotting.time_plot_table": 1572410844000, "reindex.Align.time_align_series_irregular_string": 1572410849000, "reindex.DropDuplicates.time_frame_drop_dups": 1572410850000, "reindex.DropDuplicates.time_frame_drop_dups_bool": 1572410855000, "reindex.DropDuplicates.time_frame_drop_dups_int": 1572410857000, "reindex.DropDuplicates.time_frame_drop_dups_na": 1572410863000, "reindex.DropDuplicates.time_series_drop_dups_int": 1572410868000, "reindex.DropDuplicates.time_series_drop_dups_string": 1572410875000, "reindex.Fillna.time_float_32": 1572410882000, "reindex.Fillna.time_reindexed": 1572410885000, "reindex.LevelAlign.time_align_level": 1572410887000, "reindex.LevelAlign.time_reindex_level": 1572410890000, "reindex.LibFastZip.time_lib_fast_zip": 1572410893000, "reindex.Reindex.time_reindex_columns": 1572410895000, "reindex.Reindex.time_reindex_dates": 1572410898000, "reindex.Reindex.time_reindex_multiindex": 1572410900000, "reindex.ReindexMethod.time_reindex_method": 1572410902000, "replace.Convert.time_replace": 1572410914000, "replace.FillNa.time_fillna": 1572410928000, "replace.FillNa.time_replace": 1572410938000, "replace.ReplaceDict.time_replace_series": 1572410942000, "replace.ReplaceList.time_replace_list": 1572410960000, "replace.ReplaceList.time_replace_list_one_match": 1572410968000, "reshape.Crosstab.time_crosstab": 1572410973000, "reshape.Crosstab.time_crosstab_normalize": 1572410974000, "reshape.Crosstab.time_crosstab_normalize_margins": 1572410975000, "reshape.Crosstab.time_crosstab_values": 1572410978000, "reshape.Cut.peakmem_cut_interval": 1572410979000, "reshape.Cut.time_cut_datetime": 1572410982000, "reshape.Cut.time_cut_float": 1572410988000, "reshape.Cut.time_cut_int": 1572410999000, "reshape.Cut.time_cut_interval": 1572411008000, "reshape.Cut.time_cut_timedelta": 1572411016000, "reshape.Cut.time_qcut_datetime": 1572411021000, "reshape.Cut.time_qcut_float": 1572411032000, "reshape.Cut.time_qcut_int": 1572411038000, "reshape.Cut.time_qcut_timedelta": 1572411052000, "reshape.Explode.time_explode": 1572411062000, "reshape.GetDummies.time_get_dummies_1d": 1572411076000, "reshape.GetDummies.time_get_dummies_1d_sparse": 1572411081000, "reshape.Melt.time_melt_dataframe": 1572411082000, "reshape.Pivot.time_reshape_pivot_time_series": 1572411084000, "reshape.PivotTable.time_pivot_table": 1572411088000, "reshape.PivotTable.time_pivot_table_agg": 1572411094000, "reshape.PivotTable.time_pivot_table_categorical": 1572411096000, "reshape.PivotTable.time_pivot_table_categorical_observed": 1572411101000, "reshape.PivotTable.time_pivot_table_margins": 1572411104000, "reshape.SimpleReshape.time_stack": 1572411107000, "reshape.SimpleReshape.time_unstack": 1572411109000, "reshape.SparseIndex.time_unstack": 1572411110000, "reshape.Unstack.time_full_product": 1572411116000, "reshape.Unstack.time_without_last_row": 1572411120000, "reshape.WideToLong.time_wide_to_long_big": 1572411126000, "rolling.Apply.time_rolling": 1572411127000, "rolling.EWMMethods.time_ewm": 1572411264000, "rolling.ExpandingMethods.time_expanding": 1572411318000, "rolling.Methods.peakmem_rolling": 1572411413000, "rolling.Methods.time_rolling": 1572411440000, "rolling.Pairwise.time_pairwise": 1572411617000, "rolling.PeakMemFixed.peakmem_fixed": 1572411661000, "rolling.Quantile.time_quantile": 1572411663000, "rolling.VariableWindowMethods.peakmem_rolling": 1572411982000, "rolling.VariableWindowMethods.time_rolling": 1572412022000, "series_methods.All.time_all": 1572412189000, "series_methods.Any.time_any": 1572412196000, "series_methods.Clip.time_clip": 1572412203000, "series_methods.Dir.time_dir_strings": 1572412209000, "series_methods.Dropna.time_dropna": 1572412210000, "series_methods.IsIn.time_isin": 1572412215000, "series_methods.IsInFloat64.time_isin_few_different": 1572412224000, "series_methods.IsInFloat64.time_isin_many_different": 1572412226000, "series_methods.IsInFloat64.time_isin_nan_values": 1572412228000, "series_methods.IsInForObjects.time_isin_long_series_long_values": 1572412229000, "series_methods.IsInForObjects.time_isin_long_series_long_values_floats": 1572412230000, "series_methods.IsInForObjects.time_isin_long_series_short_values": 1572412232000, "series_methods.IsInForObjects.time_isin_nans": 1572412237000, "series_methods.IsInForObjects.time_isin_short_series_long_values": 1572412239000, "series_methods.Map.time_map": 1572412243000, "series_methods.NSort.time_nlargest": 1572412265000, "series_methods.NSort.time_nsmallest": 1572412268000, "series_methods.NanOps.time_func": 1572412283000, "series_methods.SearchSorted.time_searchsorted": 1572412562000, "series_methods.SeriesConstructor.time_constructor": 1572412572000, "series_methods.SeriesGetattr.time_series_datetimeindex_repr": 1572412579000, "series_methods.ValueCounts.time_value_counts": 1572412581000, "sparse.Arithmetic.time_add": 1572412591000, "sparse.Arithmetic.time_divide": 1572412612000, "sparse.Arithmetic.time_intersect": 1572412622000, "sparse.Arithmetic.time_make_union": 1572412635000, "sparse.ArithmeticBlock.time_addition": 1572412650000, "sparse.ArithmeticBlock.time_division": 1572412655000, "sparse.ArithmeticBlock.time_intersect": 1572412660000, "sparse.ArithmeticBlock.time_make_union": 1572412666000, "sparse.FromCoo.time_sparse_series_from_coo": 1572412671000, "sparse.SparseArrayConstructor.time_sparse_array": 1572412677000, "sparse.SparseDataFrameConstructor.time_from_scipy": 1572412710000, "sparse.SparseSeriesToFrame.time_series_to_frame": 1572412712000, "sparse.ToCoo.time_sparse_series_to_coo": 1572412716000, "stat_ops.Correlation.peakmem_corr_wide": 1572412717000, "stat_ops.Correlation.time_corr": 1572412739000, "stat_ops.Correlation.time_corr_series": 1572412749000, "stat_ops.Correlation.time_corr_wide": 1572412754000, "stat_ops.Correlation.time_corr_wide_nans": 1572412784000, "stat_ops.Correlation.time_corrwith_cols": 1572412860000, "stat_ops.Correlation.time_corrwith_rows": 1572412866000, "stat_ops.Covariance.time_cov_series": 1572412884000, "stat_ops.FrameMultiIndexOps.time_op": 1572412890000, "stat_ops.FrameOps.time_op": 1572412959000, "stat_ops.Rank.time_average_old": 1572413161000, "stat_ops.Rank.time_rank": 1572413177000, "stat_ops.SeriesMultiIndexOps.time_op": 1572413193000, "stat_ops.SeriesOps.time_op": 1572413246000, "strings.Cat.time_cat": 1572413372000, "strings.Contains.time_contains": 1572413425000, "strings.Dummies.time_get_dummies": 1572413431000, "strings.Encode.time_encode_decode": 1572413441000, "strings.Methods.time_center": 1572413442000, "strings.Methods.time_count": 1572413444000, "strings.Methods.time_endswith": 1572413445000, "strings.Methods.time_extract": 1572413452000, "strings.Methods.time_find": 1572413456000, "strings.Methods.time_findall": 1572413458000, "strings.Methods.time_get": 1572413461000, "strings.Methods.time_join": 1572413462000, "strings.Methods.time_len": 1572413464000, "strings.Methods.time_lower": 1572413469000, "strings.Methods.time_lstrip": 1572413475000, "strings.Methods.time_match": 1572413481000, "strings.Methods.time_normalize": 1572413483000, "strings.Methods.time_pad": 1572413484000, "strings.Methods.time_partition": 1572413486000, "strings.Methods.time_replace": 1572413490000, "strings.Methods.time_rfind": 1572413491000, "strings.Methods.time_rpartition": 1572413493000, "strings.Methods.time_rstrip": 1572413497000, "strings.Methods.time_slice": 1572413498000, "strings.Methods.time_startswith": 1572413504000, "strings.Methods.time_strip": 1572413510000, "strings.Methods.time_title": 1572413517000, "strings.Methods.time_translate": 1572413518000, "strings.Methods.time_upper": 1572413520000, "strings.Methods.time_wrap": 1572413526000, "strings.Methods.time_zfill": 1572413528000, "strings.Repeat.time_repeat": 1572413529000, "strings.Slice.time_vector_slice": 1572413534000, "strings.Split.time_rsplit": 1572413538000, "strings.Split.time_split": 1572413545000, "timedelta.DatetimeAccessor.time_dt_accessor": 1572414580000, "timedelta.DatetimeAccessor.time_timedelta_days": 1572414586000, "timedelta.DatetimeAccessor.time_timedelta_microseconds": 1572414590000, "timedelta.DatetimeAccessor.time_timedelta_nanoseconds": 1572414594000, "timedelta.DatetimeAccessor.time_timedelta_seconds": 1572414598000, "timedelta.TimedeltaConstructor.time_from_components": 1572413550000, "timedelta.TimedeltaConstructor.time_from_datetime_timedelta": 1572413554000, "timedelta.TimedeltaConstructor.time_from_int": 1572413556000, "timedelta.TimedeltaConstructor.time_from_iso_format": 1572413558000, "timedelta.TimedeltaConstructor.time_from_missing": 1572413561000, "timedelta.TimedeltaConstructor.time_from_np_timedelta": 1572413567000, "timedelta.TimedeltaConstructor.time_from_string": 1572413568000, "timedelta.TimedeltaConstructor.time_from_unit": 1572413570000, "timedelta.TimedeltaIndexing.time_align": 1572413572000, "timedelta.TimedeltaIndexing.time_get_loc": 1572413575000, "timedelta.TimedeltaIndexing.time_intersection": 1572413577000, "timedelta.TimedeltaIndexing.time_series_loc": 1572413583000, "timedelta.TimedeltaIndexing.time_shallow_copy": 1572413584000, "timedelta.TimedeltaIndexing.time_shape": 1572413586000, "timedelta.TimedeltaIndexing.time_union": 1572413589000, "timedelta.TimedeltaIndexing.time_unique": 1572413590000, "timedelta.TimedeltaOps.time_add_td_ts": 1572413593000, "timedelta.TimedeltaProperties.time_timedelta_days": 1572414602000, "timedelta.TimedeltaProperties.time_timedelta_microseconds": 1572414609000, "timedelta.TimedeltaProperties.time_timedelta_nanoseconds": 1572414615000, "timedelta.TimedeltaProperties.time_timedelta_seconds": 1572414616000, "timedelta.ToTimedelta.time_convert_int": 1572413595000, "timedelta.ToTimedelta.time_convert_string_days": 1572413599000, "timedelta.ToTimedelta.time_convert_string_seconds": 1572413604000, "timedelta.ToTimedeltaErrors.time_convert": 1572413607000, "timeseries.AsOf.time_asof": 1572413610000, "timeseries.AsOf.time_asof_nan": 1572413614000, "timeseries.AsOf.time_asof_nan_single": 1572413617000, "timeseries.AsOf.time_asof_single": 1572413625000, "timeseries.AsOf.time_asof_single_early": 1572413637000, "timeseries.DatetimeAccessor.time_dt_accessor": 1572413644000, "timeseries.DatetimeAccessor.time_dt_accessor_date": 1572413648000, "timeseries.DatetimeAccessor.time_dt_accessor_day_name": 1572413653000, "timeseries.DatetimeAccessor.time_dt_accessor_month_name": 1572413658000, "timeseries.DatetimeAccessor.time_dt_accessor_normalize": 1572413678000, "timeseries.DatetimeAccessor.time_dt_accessor_time": 1572413684000, "timeseries.DatetimeAccessor.time_dt_accessor_year": 1572413689000, "timeseries.DatetimeIndex.time_add_timedelta": 1572413700000, "timeseries.DatetimeIndex.time_get": 1572413727000, "timeseries.DatetimeIndex.time_normalize": 1572413736000, "timeseries.DatetimeIndex.time_timeseries_is_month_start": 1572413756000, "timeseries.DatetimeIndex.time_to_date": 1572413777000, "timeseries.DatetimeIndex.time_to_pydatetime": 1572413795000, "timeseries.DatetimeIndex.time_to_time": 1572413818000, "timeseries.DatetimeIndex.time_unique": 1572413837000, "timeseries.Factorize.time_factorize": 1572413848000, "timeseries.InferFreq.time_infer_freq": 1572413855000, "timeseries.IrregularOps.time_add": 1572413866000, "timeseries.Iteration.time_iter": 1572413871000, "timeseries.Iteration.time_iter_preexit": 1572413878000, "timeseries.Lookup.time_lookup_and_cleanup": 1572413885000, "timeseries.ResampleDataFrame.time_method": 1572413886000, "timeseries.ResampleDatetetime64.time_resample": 1572413902000, "timeseries.ResampleSeries.time_resample": 1572413903000, "timeseries.ResetIndex.time_reest_datetimeindex": 1572413929000, "timeseries.SortIndex.time_get_slice": 1572413933000, "timeseries.SortIndex.time_sort_index": 1572413943000, "timeseries.TimeDatetimeConverter.time_convert": 1572413950000, "timeseries.ToDatetimeCache.time_dup_seconds_and_unit": 1572413952000, "timeseries.ToDatetimeCache.time_dup_string_dates": 1572413955000, "timeseries.ToDatetimeCache.time_dup_string_dates_and_format": 1572413961000, "timeseries.ToDatetimeCache.time_dup_string_tzoffset_dates": 1572413967000, "timeseries.ToDatetimeCache.time_unique_seconds_and_unit": 1572413974000, "timeseries.ToDatetimeCacheSmallCount.time_unique_date_strings": 1572413977000, "timeseries.ToDatetimeFormat.time_exact": 1572414002000, "timeseries.ToDatetimeFormat.time_no_exact": 1572414007000, "timeseries.ToDatetimeFormatQuarters.time_infer_quarter": 1572414012000, "timeseries.ToDatetimeISO8601.time_iso8601": 1572414014000, "timeseries.ToDatetimeISO8601.time_iso8601_format": 1572414016000, "timeseries.ToDatetimeISO8601.time_iso8601_format_no_sep": 1572414018000, "timeseries.ToDatetimeISO8601.time_iso8601_nosep": 1572414020000, "timeseries.ToDatetimeISO8601.time_iso8601_tz_spaceformat": 1572414022000, "timeseries.ToDatetimeNONISO8601.time_different_offset": 1572414023000, "timeseries.ToDatetimeNONISO8601.time_same_offset": 1572414025000, "timeseries.ToDatetimeYYYYMMDD.time_format_YYYYMMDD": 1572414026000, "timeseries.TzLocalize.time_infer_dst": 1572414028000, "timestamp.TimestampAcrossDst.time_replace_across_dst": 1572414039000, "timestamp.TimestampConstruction.time_fromordinal": 1572414045000, "timestamp.TimestampConstruction.time_fromtimestamp": 1572414050000, "timestamp.TimestampConstruction.time_parse_dateutil": 1572414055000, "timestamp.TimestampConstruction.time_parse_iso8601_no_tz": 1572414059000, "timestamp.TimestampConstruction.time_parse_iso8601_tz": 1572414064000, "timestamp.TimestampConstruction.time_parse_now": 1572414070000, "timestamp.TimestampConstruction.time_parse_today": 1572414071000, "timestamp.TimestampOps.time_ceil": 1572414077000, "timestamp.TimestampOps.time_floor": 1572414094000, "timestamp.TimestampOps.time_normalize": 1572414111000, "timestamp.TimestampOps.time_replace_None": 1572414121000, "timestamp.TimestampOps.time_replace_tz": 1572414129000, "timestamp.TimestampOps.time_to_julian_date": 1572414144000, "timestamp.TimestampOps.time_to_pydatetime": 1572414161000, "timestamp.TimestampOps.time_tz_convert": 1572414169000, "timestamp.TimestampOps.time_tz_localize": 1572414186000, "timestamp.TimestampProperties.time_dayofweek": 1572414191000, "timestamp.TimestampProperties.time_dayofyear": 1572414200000, "timestamp.TimestampProperties.time_days_in_month": 1572414210000, "timestamp.TimestampProperties.time_freqstr": 1572414219000, "timestamp.TimestampProperties.time_is_leap_year": 1572414231000, "timestamp.TimestampProperties.time_is_month_end": 1572414240000, "timestamp.TimestampProperties.time_is_month_start": 1572414257000, "timestamp.TimestampProperties.time_is_quarter_end": 1572414273000, "timestamp.TimestampProperties.time_is_quarter_start": 1572414289000, "timestamp.TimestampProperties.time_is_year_end": 1572414305000, "timestamp.TimestampProperties.time_is_year_start": 1572414322000, "timestamp.TimestampProperties.time_microsecond": 1572414338000, "timestamp.TimestampProperties.time_month_name": 1572414373000, "timestamp.TimestampProperties.time_quarter": 1572414392000, "timestamp.TimestampProperties.time_tz": 1572414401000, "timestamp.TimestampProperties.time_week": 1572414409000, "timestamp.TimestampProperties.time_weekday_name": 1572414419000 }, "version": 1 }