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(3, object): ['a', 'b', 'c']) nparrayrrrr from_codesrr)rcodesrrrrs& rtest_big_print"TestCategoricalRepr.test_big_printsc+c12 E/,PQ'';  99X&f!!!r"c"\.\.RO\R74pRp\V4pW28XgQhW#8XgQh\.\.RO\R7RR7pRp\V4pW#8XgQh\..4pRpV\V48XgQhR#) rr/z+[], Categories (3, object): ['a', 'b', 'c']Trz-[], Categories (3, object): ['a' < 'b' < 'c']z[], Categories (0, object): []Nr4)rrrr)rrrrs& rtest_empty_print$TestCategoricalRepr.test_empty_print-sRf!EF@f!!!!!!Rf!EtTBf!!!R$34<'''r"c\\.RO44pRp\RR4;_uu_4V\V48XgQhRRR4R# +'giR#;i)r2zO0 1 1 2 2 3 3 4 dtype: category Categories (4, int64): [1, 2, 3, 4]z display.widthN)r2r3)rrr r)rrexps& rtest_print_none_width)TestCategoricalRepr.test_print_none_width=sJ ;|, - C OT 2 2$q'> !>3 2 2 2s A  A c\.RO^,4pRpV'dVPRR4p\V4V8XgQh\.R O^,4pRpV'dVPRR4p\V4V8XgQh\RR4;_uu_4\.R O^,4pRpRRR4V'dVPRR4p\V4V8XgQhR# +'giL>;i) aaaaaz['aaaaa', 'bb', 'cccc', 'aaaaa', 'bb', ..., 'bb', 'cccc', 'aaaaa', 'bb', 'cccc'] Length: 60 Categories (3, object): ['aaaaa', 'bb', 'cccc']rru,['ああああ', 'いいいいい', 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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]Nrergs& r&test_categorical_repr_datetime_ordered:TestCategoricalRepr.test_categorical_repr_datetime_ordereds+#qtL T *OAw#~~  3C FOAw#~~ S! 4  T *K Aw#~~  3C FK Aw#~~r"c\^^\P.4pRp\V4V8XgQh\ ^^\P.RR7P R4pRp\V4V8XgQhR#)r2z)[1, 2, NaN] Categories (2, int64): [1, 2]rr/categoryzH0 1 1 2 2 NaN 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categories=[1, 2, 3], ordered=False, dtype='category')r/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')NrLrrrr5rQrR)rrhrAis& rtest_categorical_index_repr/TestCategoricalRepr.test_categorical_index_reprs^{956fCyC [2RXX)FG HPAw#~~r"c \\.RORR74pRp\V4V8XgQh\\\P!^ \P R7RR74pRp\V4V8XgQhR#)r2TrzQCategoricalIndex([1, 2, 3], categories=[1, 2, 3], ordered=True, dtype='category')r/zzCategoricalIndex([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], categories=[0, 1, 2, 3, ..., 6, 7, 8, 9], ordered=True, dtype='category')NrLr)rrrAs& r#test_categorical_index_repr_ordered7TestCategoricalRepr.test_categorical_index_repr_orderedsa [DA BeAw#~~ [2RXX)FPTU VOAw#~~r"c\RR^R7p\\V44pRp\V4V8XgQh\RR^RR7p\\V44pRp\V4V8XgQhR#)r[r\rxaQCategoricalIndex(['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 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'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')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')N)rrrrrfrs& r,test_categorical_index_repr_datetime_ordered@TestCategoricalRepr.test_categorical_index_repr_datetime_ordereds+#qA [d; <j Aw#~~+#q\R [d; <H Aw#~~ [C$G HHAw#~~r"c\RR^R7p\\V44pRp\V4V8XgQh\RR^R7p\\V44pRp\V4V8XgQh\RR^R7p\\V44pRp\V4V8XgQh\RR^R7p\\V44pRp\V4V8XgQh\\VP V444pRp\V4V8XgQh\RR ^R7p\\V44pR p\V4V8XgQhR #) r[r\rxzfCategoricalIndex(['2011-01-01 09:00'], categories=[2011-01-01 09:00], ordered=False, dtype='category')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')zCategoricalIndex(['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')a!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')ryrzzCategoricalIndex(['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')N)r rrrrfrs& r"test_categorical_index_repr_period6TestCategoricalRepr.test_categorical_index_repr_periods?-CC [- .zAw#~~-CC [- .aAw#~~-CC [- .GAw#~~-CC [- .\Aw#~~ [C9 :\ Aw#~~93: [- .yAw#~~r"c\RR^R7p\\VRR74pRp\V4V8XgQh\RR^R7p\\VRR74pRp\V4V8XgQhR #) r[r\rxTra 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')ryrzzCategoricalIndex(['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')N)r rrrrs& r*test_categorical_index_repr_period_ordered>TestCategoricalRepr.test_categorical_index_repr_period_orderedss-CC [d; <[Aw#~~93: [d; <xAw#~~r"c\R^R7p\\V44pRp\V4V8XgQh\R^ R7p\\V44pRp\V4V8XgQhR#)rrzCategoricalIndex(['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')raCategoricalIndex(['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')Nr rrrrs& r%test_categorical_index_repr_timedelta9TestCategoricalRepr.test_categorical_index_repr_timedeltasjh2 [- .oAw#~~i4 [- .O Aw#~~r"c\R^R7p\\VRR74pRp\V4V8XgQh\R^ R7p\\VRR74pRp\V4V8XgQhR#)rrTrzCategoricalIndex(['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')raCategoricalIndex(['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')Nrrs& r-test_categorical_index_repr_timedelta_orderedATestCategoricalRepr.test_categorical_index_repr_timedelta_orderedsnh2 [d; <nAw#~~i4 [d; <N Aw#~~r"cF\\.RO44pRpW8XgQhR#)r2z5[1, '2', 3, 4] Categories (4, object): [1, 3, 4, '2']N)r22r?r@)rr)rresultrs& rtest_categorical_str_repr-TestCategoricalRepr.test_categorical_str_repr#s"k.12K!!!r"cj\.ROVR7p\\V44pRV: R2pW48XgQhR#)appler/z7['apple', 'banana', 'cherry', 'cherry'] Categories (3, z ): ['apple', 'banana', 'cherry']N)rbananacherryr)rrr)rstring_dtype_no_objectrsrrs&& r"test_categorical_with_string_dtype6TestCategoricalRepr.test_categorical_with_string_dtype)sF  3;Q k!n%MNdMghHI!!!r"r#N)r$r%r&r'r9r<rBrIrTrXrirlrur|rrrrrrrrrrrrrr(r)r*s@rr-r-s "( ""#H66>@!F  ::BB&:%N   " ""r"r-)numpyr5pandasrrrrrrr r r r r-r#r"rrs-    " "T"T"r"