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rtest_categorical_repr_datetimez2TestCategoricalRepr.test_categorical_repr_datetimes +#qtLLL     Aww#~~~~  3C 8 8 8 # Aww#~~~~ S! 4       ) Aww#~~~~  3C 8 8 8 ) Aww#~~~~~~r!ctdddd}t|d}d}t||ksJt|||d }d }t||ksJtdddd d }t|d}d }t||ksJt|||d }d}t||ksJdS)NrRrSrGrTrUTra[2011-01-01 09:00:00, 2011-01-01 10:00:00, 2011-01-01 11:00:00, 2011-01-01 12:00:00, 2011-01-01 13:00:00] Categories (5, datetime64[ns]): [2011-01-01 09:00:00 < 2011-01-01 10:00:00 < 2011-01-01 11:00:00 < 2011-01-01 12:00:00 < 2011-01-01 13:00:00]rOa[2011-01-01 09:00:00, 2011-01-01 10:00:00, 2011-01-01 11:00:00, 2011-01-01 12:00:00, 2011-01-01 13:00:00, 2011-01-01 09:00:00, 2011-01-01 10:00:00, 2011-01-01 11:00:00, 2011-01-01 12:00:00, 2011-01-01 13:00:00] Categories (5, datetime64[ns]): [2011-01-01 09:00:00 < 2011-01-01 10:00:00 < 2011-01-01 11:00:00 < 2011-01-01 12:00:00 < 2011-01-01 13:00:00]rYrZa[2011-01-01 09:00:00-05:00, 2011-01-01 10:00:00-05:00, 2011-01-01 11:00:00-05:00, 2011-01-01 12:00:00-05:00, 2011-01-01 13:00:00-05:00] Categories (5, datetime64[ns, US/Eastern]): [2011-01-01 09:00:00-05:00 < 2011-01-01 10:00:00-05:00 < 2011-01-01 11:00:00-05:00 < 2011-01-01 12:00:00-05:00 < 2011-01-01 13:00:00-05:00]a [2011-01-01 09:00:00-05:00, 2011-01-01 10:00:00-05:00, 2011-01-01 11:00:00-05:00, 2011-01-01 12:00:00-05:00, 2011-01-01 13:00:00-05:00, 2011-01-01 09:00:00-05:00, 2011-01-01 10:00:00-05:00, 2011-01-01 11:00:00-05:00, 2011-01-01 12:00:00-05:00, 2011-01-01 13:00:00-05:00] Categories (5, datetime64[ns, US/Eastern]): [2011-01-01 09:00:00-05:00 < 2011-01-01 10:00:00-05:00 < 2011-01-01 11:00:00-05:00 < 2011-01-01 12:00:00-05:00 < 2011-01-01 13:00:00-05:00]r\r^s r&test_categorical_repr_datetime_orderedz:TestCategoricalRepr.test_categorical_repr_datetime_ordereds+#qtLLL T * * *OAww#~~~~  3C F F FOAww#~~~~ S! 4    T * * *K Aww#~~~~  3C F F FK Aww#~~~~~~r!ctddtjg}d}t||ksJt ddtjgdd}d}t||ksJdS)Nr)r*z)[1, 2, NaN] Categories (2, int64): [1, 2]rr-categoryzH0 1 1 2 2 NaN dtype: category Categories (2, 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2011-05, 2011-01, 2011-02, 2011-03, 2011-04, 2011-05] Categories (5, period[M]): [2011-01 < 2011-02 < 2011-03 < 2011-04 < 2011-05]ror^s r$test_categorical_repr_period_orderedz8TestCategoricalRepr.test_categorical_repr_period_ordered-s-CCCC T * * *1Aww#~~~~  3C F F F1Aww#~~~~93::: T * * *PAww#~~~~  3C F F FPAww#~~~~~~r!ctdd}t|}d}t||ksJt|||}d}t||ksJtdd}t|}d }t||ksJt|||}d }t||ksJdS) N1 daysrGrWzr[1 days, 2 days, 3 days, 4 days, 5 days] Categories (5, timedelta64[us]): [1 days, 2 days, 3 days, 4 days, 5 days]r.z[1 days, 2 days, 3 days, 4 days, 5 days, 1 days, 2 days, 3 days, 4 days, 5 days] Categories (5, timedelta64[us]): [1 days, 2 days, 3 days, 4 days, 5 days]1 hoursr@a[0 days 01:00:00, 1 days 01:00:00, 2 days 01:00:00, 3 days 01:00:00, 4 days 01:00:00, ..., 15 days 01:00:00, 16 days 01:00:00, 17 days 01:00:00, 18 days 01:00:00, 19 days 01:00:00] Length: 20 Categories (20, timedelta64[us]): [0 days 01:00:00, 1 days 01:00:00, 2 days 01:00:00, 3 days 01:00:00, ..., 16 days 01:00:00, 17 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ordered=False, dtype='category')rHr-z{CategoricalIndex([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], categories=[0, 1, 2, 3, ..., 6, 7, 8, 9], ordered=False, dtype='category')rrrr0rJrK)rr_r:is rtest_categorical_index_reprz/TestCategoricalRepr.test_categorical_index_reprs|{9995566fCyyC [2RX)F)F)FGG H HPAww#~~~~~~r!cttgdd}d}t||ksJtttjdtjd}d}t||ksJdS)NrDTrzQCategoricalIndex([1, 2, 3], categories=[1, 2, 3], ordered=True, dtype='category')rHr-zzCategoricalIndex([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], categories=[0, 1, 2, 3, ..., 6, 7, 8, 9], ordered=True, dtype='category')r|)rr}r:s r#test_categorical_index_repr_orderedz7TestCategoricalRepr.test_categorical_index_repr_ordereds [DAAA B BeAww#~~~~ [2RX)F)F)FPTUUU V VOAww#~~~~~~r!ctddd}tt|}d}t||ksJtdddd}tt|}d}t||ksJdS) NrRrSrGrlaQCategoricalIndex(['2011-01-01 09:00:00', '2011-01-01 10:00:00', '2011-01-01 11:00:00', '2011-01-01 12:00:00', '2011-01-01 13:00:00'], categories=[2011-01-01 09:00:00, 2011-01-01 10:00:00, 2011-01-01 11:00:00, 2011-01-01 12:00:00, 2011-01-01 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'2011-01-01 11:00:00-05:00', '2011-01-01 12:00:00-05:00', '2011-01-01 13:00:00-05:00'], categories=[2011-01-01 09:00:00-05:00, 2011-01-01 10:00:00-05:00, 2011-01-01 11:00:00-05:00, 2011-01-01 12:00:00-05:00, 2011-01-01 13:00:00-05:00], ordered=True, dtype='category')aACategoricalIndex(['2011-01-01 09:00:00-05:00', '2011-01-01 10:00:00-05:00', '2011-01-01 11:00:00-05:00', '2011-01-01 12:00:00-05:00', '2011-01-01 13:00:00-05:00', '2011-01-01 09:00:00-05:00', '2011-01-01 10:00:00-05:00', '2011-01-01 11:00:00-05:00', '2011-01-01 12:00:00-05:00', '2011-01-01 13:00:00-05:00'], categories=[2011-01-01 09:00:00-05:00, 2011-01-01 10:00:00-05:00, 2011-01-01 11:00:00-05:00, 2011-01-01 12:00:00-05:00, 2011-01-01 13:00:00-05:00], ordered=True, dtype='category'))rrrrr]rs r,test_categorical_index_repr_datetime_orderedz@TestCategoricalRepr.test_categorical_index_repr_datetime_ordereds+#qAAA [d;;; < <j Aww#~~~~+#q\RRR [d;;; < <H Aww#~~~~ [C$GGG H HHAww#~~~~~~r!cDtddd}tt|}d}t||ksJtddd}tt|}d}t||ksJtddd}tt|}d }t||ksJtddd }tt|}d }t||ksJtt||}d }t||ksJtd dd }tt|}d}t||ksJdS)NrRrSr)rlzfCategoricalIndex(['2011-01-01 09:00'], categories=[2011-01-01 09:00], ordered=False, dtype='category')r*zCategoricalIndex(['2011-01-01 09:00', '2011-01-01 10:00'], categories=[2011-01-01 09:00, 2011-01-01 10:00], ordered=False, dtype='category')r8zCategoricalIndex(['2011-01-01 09:00', '2011-01-01 10:00', '2011-01-01 11:00'], categories=[2011-01-01 09:00, 2011-01-01 10:00, 2011-01-01 11:00], ordered=False, dtype='category')rGa!CategoricalIndex(['2011-01-01 09:00', '2011-01-01 10:00', '2011-01-01 11:00', '2011-01-01 12:00', '2011-01-01 13:00'], categories=[2011-01-01 09:00, 2011-01-01 10:00, 2011-01-01 11:00, 2011-01-01 12:00, 2011-01-01 13:00], ordered=False, dtype='category')aCategoricalIndex(['2011-01-01 09:00', '2011-01-01 10:00', '2011-01-01 11:00', '2011-01-01 12:00', '2011-01-01 13:00', '2011-01-01 09:00', '2011-01-01 10:00', '2011-01-01 11:00', '2011-01-01 12:00', '2011-01-01 13:00'], categories=[2011-01-01 09:00, 2011-01-01 10:00, 2011-01-01 11:00, 2011-01-01 12:00, 2011-01-01 13:00], ordered=False, dtype='category')rmrnzCategoricalIndex(['2011-01', '2011-02', '2011-03', '2011-04', '2011-05'], categories=[2011-01, 2011-02, 2011-03, 2011-04, 2011-05], ordered=False, dtype='category'))r rrrr]rs r"test_categorical_index_repr_periodz6TestCategoricalRepr.test_categorical_index_repr_periods-CCCC [-- . .zAww#~~~~-CCCC [-- . .aAww#~~~~-CCCC [-- . .GAww#~~~~-CCCC [-- . .\Aww#~~~~ [C99 : :\ Aww#~~~~93::: [-- . .yAww#~~~~~~r!c"tddd}tt|d}d}t||ksJtdd d}tt|d}d }t||ksJdS) NrRrSrGrlTra CategoricalIndex(['2011-01-01 09:00', '2011-01-01 10:00', '2011-01-01 11:00', '2011-01-01 12:00', '2011-01-01 13:00'], categories=[2011-01-01 09:00, 2011-01-01 10:00, 2011-01-01 11:00, 2011-01-01 12:00, 2011-01-01 13:00], ordered=True, dtype='category')rmrnzCategoricalIndex(['2011-01', '2011-02', '2011-03', '2011-04', '2011-05'], categories=[2011-01, 2011-02, 2011-03, 2011-04, 2011-05], ordered=True, dtype='category'))r rrrrs r*test_categorical_index_repr_period_orderedz>TestCategoricalRepr.test_categorical_index_repr_period_ordereds-CCCC [d;;; < <[Aww#~~~~93::: [d;;; < <xAww#~~~~~~r!ctdd}tt|}d}t||ksJtdd}tt|}d}t||ksJdS)NrtrGruzCategoricalIndex(['1 days', '2 days', '3 days', '4 days', '5 days'], categories=[1 days, 2 days, 3 days, 4 days, 5 days], ordered=False, dtype='category')rvrHaCategoricalIndex(['0 days 01:00:00', '1 days 01:00:00', '2 days 01:00:00', '3 days 01:00:00', '4 days 01:00:00', '5 days 01:00:00', '6 days 01:00:00', '7 days 01:00:00', '8 days 01:00:00', '9 days 01:00:00'], categories=[0 days 01:00:00, 1 days 01:00:00, 2 days 01:00:00, 3 days 01:00:00, ..., 6 days 01:00:00, 7 days 01:00:00, 8 days 01:00:00, 9 days 01:00:00], ordered=False, dtype='category')r rrrrs r%test_categorical_index_repr_timedeltaz9TestCategoricalRepr.test_categorical_index_repr_timedeltash222 [-- . .oAww#~~~~i444 [-- . .O Aww#~~~~~~r!ctdd}tt|d}d}t||ksJtdd}tt|d}d }t||ksJdS) NrtrGruTrzCategoricalIndex(['1 days', '2 days', '3 days', '4 days', '5 days'], categories=[1 days, 2 days, 3 days, 4 days, 5 days], ordered=True, dtype='category')rvrHaCategoricalIndex(['0 days 01:00:00', '1 days 01:00:00', '2 days 01:00:00', '3 days 01:00:00', '4 days 01:00:00', '5 days 01:00:00', '6 days 01:00:00', '7 days 01:00:00', '8 days 01:00:00', '9 days 01:00:00'], categories=[0 days 01:00:00, 1 days 01:00:00, 2 days 01:00:00, 3 days 01:00:00, ..., 6 days 01:00:00, 7 days 01:00:00, 8 days 01:00:00, 9 days 01:00:00], ordered=True, dtype='category')rrs r-test_categorical_index_repr_timedelta_orderedzATestCategoricalRepr.test_categorical_index_repr_timedelta_orderedsh222 [d;;; < <nAww#~~~~i444 [d;;; < <N Aww#~~~~~~r!cVttgd}d}||ksJdS)N)r)2r8r9z5[1, '2', 3, 4] Categories (4, object): [1, 3, 4, '2'])rr)rresultrs rtest_categorical_str_reprz-TestCategoricalRepr.test_categorical_str_repr#s7k...1122K!!!!!!r!ctgd|}tt|}d|d}||ksJdS)N)applebananacherryrr-z7['apple', 'banana', 'cherry', 'cherry'] Categories (3, z ): ['apple', 'banana', 'cherry'])rrr)rstring_dtype_no_objectrhrrs r"test_categorical_with_string_dtypez6TestCategoricalRepr.test_categorical_with_string_dtype)sk  3 3 3;Q   k!nn%%INdIII!!!!!!r!N)r"r#r$r4r6r;rBrMrPr`rbrjrprrrxrzr~rrrrrrrrrr%r!rr'r'ss " " "((( " " ""#"#"#H66>>>@!!!F    ::BB&:%%%N     """ """""r!r')numpyr0pandasrrrrrrr r r r r'r%r!rrs                       " " " " " " " "T"T"T"T"T"T"T"T"T"T"r!