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f< t ||d « y )Nr )Ú2ú-3ú-1re )rµ r· r¶ )r r? rC r )r6 r| r r7 r r s r Útest_cast_equivalencez2TestFancyIndexingEquivalence.test_cast_equivalence= s ä IIaLØ FFHäÒ*Ó+"1ÜxxÒ 1Ó2) Ü1aÔ ô IIaLqÑ !ÜXXÒ 0Ð 1Ó21#rr'
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Ü1a dÕ#r N)rõ rö r÷ r³ r¸ r r r r® r® s ò )ó@ $r r® c ó@ e Zd ZdZd Zd Zd Zd Zd Zd Z d Z
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d Z y
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) ÚTestMultiIndexingAutomateda:
|
These tests use code to mimic the C-Code indexing for selection.
|
|
NOTE:
|
|
* This still lacks tests for complex item setting.
|
* If you change behavior of indexing, you might want to modify
|
these tests to try more combinations.
|
* Behavior was written to match numpy version 1.8. (though a
|
first version matched 1.7.)
|
* Only tuple indices are supported by the mimicking code.
|
(and tested as of writing this)
|
* Error types should match most of the time as long as there
|
is only one error. For multiple errors, what gets raised
|
will usually not be the same one. They are *not* tested.
|
|
Update 2016-11-30: It is probably not worth maintaining this test
|
indefinitely and it can be dropped if maintenance becomes a burden.
|
|
c ó t j t j g d¢« « j dddd« | _ t j
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g« dg| _ t d d « dg| _ y )N)re rC r r¦ re rC r r¦ )re r r r¦ Úskipr )TFFTFéûÿÿÿr? r rT r¯ r éýÿÿÿ)r rC rC rp )r rC r r é r rM )r6 r| Úprodr r Úemptyr r¬ r7 r· r rq Ú newbyteorderr+ rr r Úcomplex_indicesÚsimple_indicesÚ fill_indicesr s r Ú setup_methodz'TestMultiIndexingAutomated.setup_methodb s Ü277¢<Ó0Ó1×9Ñ9¸!¸QÀÀ1ÓEÜ,Ó'Ø &¬Ø ô HHÒ)Ó *Ü HHtUm e¨T ]Ð3Ó 4Ü HHu~¨¨u ~Ð6Ð7Ó 8ä "aOÜ !QÓ Ü !RÓ Ü $bÓ !ä HHY¤b§g¡gÔ .Ü HHZÓ Ü HHqcA3 _Ó %Ü HHq"g 1vÐ&¬b¯h©h°vÓ.>×.KÑ.KÓ.MÔ NÜ HHaW¤B§G¡GÔ ,Ü HHaS2X¤SÔ )Ü HHb"XÓ ð' Ô ô* (¨¨r°A°3¼¿¹À$ÀÓ8HØ %ð 'Ôô # 4¨Ó .°Ð 2Õr c óè t |« }g }d}d}d}d}d}d} t |« D ] \ }
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z } |} |j> ||z }d} |D ]) } | d dk( rt5 | « dk( r |j$ }|| | t5 | dd « z }|j) |j$ d| t j2 |« jA tB « fz |j$ | t5 | dd « z d z « }t jD | dd }|jF dk7 rf|rt tI | dd |« D ]L \ }}|jF dk( rt jJ ||k\ « st jJ || k « sHt t5 | dd « t5 |« k( rQt j2 |« dk( r t j* | dd |d ¬ « }n"t j* | dd |d¬ « }nt |jM |jO « | ¬« } |j) |j$ d| |j$ z |j$ | dz d z « }| |j z } |jM | d | ¬« }| dz } , ||fS # t $ r t w xY w# t. $ r= d}t j dg| j1 « z t j ¬« } Y ¹w xY w# t. $ r t d« w xY w# t $ r t w xY w)aê Mimic multi dimensional indexing.
|
|
Parameters
|
----------
|
arr : ndarray
|
Array to be indexed.
|
indices : tuple of index objects
|
|
Returns
|
-------
|
out : ndarray
|
An array equivalent to the indexing operation (but always a copy).
|
`arr[indices]` should be identical.
|
no_copy : bool
|
Whether the indexing operation requires a copy. If this is `True`,
|
`np.may_share_memory(arr, arr[indices])` should be `True` (with
|
some exceptions for scalars and possibly 0-d arrays).
|
|
Notes
|
-----
|
While the function may mostly match the errors of normal indexing this
|
is generally not the case.
|
Tr FNrC rp Úbiz;arrays used as indices must be of integer (or boolean) typeru Únr8 Úraise)Úmoder¯ r¾ zinvalid index into 0-sizedÚwrapry )(ÚlistÚ enumeraterk r6 rt rq r¶ rg r8 r¬ r· r7 r r¿ Úkindr r| Úindicesr: Úappendr Úravel_multi_indexÚnonzeroÚ ExceptionÚsumrÀ ÚlenÚrangeÚinsertÚextendÚremoveÚ transposer} r Ú broadcastr- ÚzipÚanyÚtakeÚravel)r: r rÐ Ú
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in_indicesÚno_copyÚ num_fancyÚ fancy_dimÚ error_unless_broadcast_to_emptyrg Ú ellipsis_posrÒ rÄ ÚaxÚ flat_indxÚ new_indicesÚaxesÚ
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fancy_axesÚniÚaiÚ
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orig_shapeÚ
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orig_sliceré Ú_indxÚ_sizeÚmis r Ú_get_multi_indexz+TestMultiIndexingAutomated._get_multi_index sç ô0 ']
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399 R=Ò(¨D°S·Y±Y¸r±]°?Ò,BÜ$Ð$ÜG qÒ ØBK N cÒ)Ø,Ò&ð ×"Ñ" 4Ö(ð Q Ø T{Ö+ðw; ,ðz q=¡à!¡!*KÜchhÓ(DØJØ × Ñ q 3 %Ô (ØBØBØ ò $ØaØ7c>Ø N×)Ñ)¨$¨q¨r¨(Ô3Ø# BØ!GBÜ # B¨¬S°°a°b°«]Ñ(:Ó ;ò (Ø"×)Ñ)¨"Ô-Ø Bð(ð c$i !mÑ#ð $ð "Gà #-- *¨tÑ"3Ð5Cð Øó 6 DØAw#~Üt9 >Ø à YY
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ll D¨¨ HÐ-ð 88q=Ù6Ü (Ð(Ü(+¨D°°¨H°jÓ(Aò - uØ ::¨?Ø $Ü 66 %¨5¡.Ô1´R·V±V¸EÀUÀF¹NÕ5KÜ",Ð ,ð -ô
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Ø;Bô"DBô × 1Ñ 1°$°q°r°(¸JØ7=ô ?ô %Ð$Øhhrxxz°hÓ3ð%Ø ++ c§i¡i°° nØ*,¯(©(ñ'3à*-¯)©)°B¸±F°GÐ*<ñ'=ó >Cð bgg Ùð ((4 7¨(Ó,CØ !GBðm6 ðp G|ÐøôQ "ò %Ü$Ð$ð%ûôX !ò JØ6:Ð3ä "§¡¨!¨¨t¯x©x«zÑ)9ÄÇÁÔ IIðJûôF )ò Kô #-Ð-IÓ"JÐ JðKûô "ò %ä$Ð$ð%ús8 Ã%]-ËA^ Ú _ Û<>_!Ý-]=Þ A_ß_ß _ ß!_1c ó | j ||« \ }}| j ||||« y# t $ r}t rt j |« }t t |« |j |« t t |« |j |d« t r t t j |« « Y d}~yd}~ww xY w)a Check a multi index item getting and simple setting.
|
|
Parameters
|
----------
|
arr : ndarray
|
Array to be indexed, must be a reshaped arange.
|
index : tuple of indexing objects
|
Index being tested.
|
r N© ró rÔ r r" r# r rs r râ r
|
Ú_compare_index_result©r: r r Ú mimic_getrâ r Ú prev_refcounts r Ú_check_multi_indexz-TestMultiIndexingAutomated._check_multi_indexn s ð Ø!%×!6Ñ!6°s¸EÓ!BÑ Iwð ×"Ñ" 3¨¨y¸'ÕBøô ò ÝÜ #§¡°Ó 4 Ü $q' 3§?¡?°EÔ :Ü $q' 3§?¡?°E¸1Ô =ÝÜ ]¬C¯O©O¸CÓ,@ÔAÜ ûð ús , ¬ C µBB;Â;C c ó | j ||f« \ }}| j ||||« y# t $ r}t rt j |« }t t |« |j |« t t |« |j |d« t r t t j |« « Y d}~yd}~ww xY w)aW Check a single index item getting and simple setting.
|
|
Parameters
|
----------
|
arr : ndarray
|
Array to be indexed, must be an arange.
|
index : indexing object
|
Index being tested. Must be a single index and not a tuple
|
of indexing objects (see also `_check_multi_index`).
|
r Nrõ r÷ s r Ú_check_single_indexz.TestMultiIndexingAutomated._check_single_index s ð Ø!%×!6Ñ!6°s¸U¸HÓ!EÑ Iwð ×"Ñ" 3¨¨y¸'ÕBøô ò ÝÜ #§¡°Ó 4 Ü $q' 3§?¡?°EÔ :Ü $q' 3§?¡?°E¸1Ô =ÝÜ ]¬C¯O©O¸CÓ,@ÔAÜ ûð ús - C¶BB<Â<Cc ó |j « }t rt j |« }|| }t ||« |j
|
dk7 r{|j dk7 rlt t j ||« |k( « t rD|r#t t j |« dz « n t t j |« « |j « }|dz ||< |j
|
dk( ry|r!|j dk7 r|dz }t ||« y|j |j « xx dz cc< t ||« y)z4Compare mimicked result to indexing result.
|
r rC r N) r r r" r# r r- rg r r6 Úmay_share_memoryr
|
rf rà )r: r r rø râ Ú
|
startcountÚ indexed_arrr s r rö z0TestMultiIndexingAutomated._compare_index_result s ð hhjÝ Ü ¨Ó-JØ%j Ü;¨ Ô2ð × Ñ qÒ [×%5Ñ%5¸Ò%:Ü B×'Ñ'¨ °SÓ9¸WÑDÔ EåÙä ¤§ ¡ °Ó!5°zÀA±~ÕFä ¤§ ¡ °Ó!5°zÔBð HHJØ tÑ#%Ø 66Q;Ø Ù {×'Ñ'¨1Ò,à 4Ñ KÜ s AÔ &Ø à ×"Ñ"Ó$Ó%¨Ñ-Ó%Ü3 Õ"r c óF t j d« }t |t j d« d« d|t j d« < t |d« | j | j t j
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rú r Ú
|
zeros_liker¶ r9 s r Ú test_booleanz'TestMultiIndexingAutomated.test_booleanÀ sË Ü HHQKÜQrxx ~Ñ&¨Ô*Ø "((4.ÑÜQÔð × Ñ Ø FFR]] 4§6¡6´Ô6Ð8ô :à × Ñ Ø FFR]] 4§6¡6´Ô6°vÑ>Ð@ô Bà × Ñ Ø FFR]] 4§6¡6´Ô6°yÑAÐCõ Er c óº t j « 5 t j ddt « t j ddt « d dD ] }| j
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g}| j ||< t | D ]N }t fd|D « « }| j | j |« | j | j |« P d d d « | j | j d« | j | j d« t t | j j d« t t | j j dd« t t | j j ddd gddf« t t | j j ddd gddfd« y # 1 sw Y äxY w)
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NÚerrorr c ó0 t | t « xr | dk( S )Nr¼ )rk r
)r s r Úisskipz8TestMultiIndexingAutomated.test_multidim.<locals>.isskipÚ s Ü! #¤sÓ+Ò=°°v± Ð=r )r r? re c 3 ó4 K | ] } |« r | y wra r )Ú.0rÒ r s r ú <genexpr>z;TestMultiIndexingAutomated.test_multidim.<locals>.<genexpr>â s øè ø Ò!D¨¹&À½)¤!Ñ!Dùs )r r r r )r r r r r r rC )ÚwarningsÚcatch_warningsÚfilterwarningsÚDeprecationWarningr rÅ rà rÄ r r9 rú r r r r8 r râ )r: Ú
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simple_posÚtocheckr r s @r Ú test_multidimz(TestMultiIndexingAutomated.test_multidimÑ s ø ô × $Ñ $Ó &ñ ;ô × #Ñ # G¨RÔ1CÔ DÜ × #Ñ # G¨RÔ1JÔ Kò >ð (ò ;
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Ø ×,Ñ,¨d×.BÑ.BØ ×,Ñ,¨d×.?Ñ.?ðAà&*×&9Ñ&9
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Ñ#Ü $ gÐ .ò ;EÜ !Ó!D¨UÔ!DÓ DEØ×+Ñ+¨D¯F©F°EÔ:Ø×+Ñ+¨D¯F©F°EÕ:ñ;ñ ;÷ ;ð& × Ñ §¡¨ Ô5Ø × Ñ §¡¨ Ô5äj $§&¡&×"4Ñ"4°oÔFÜj $§&¡&×"4Ñ"4°oÀqÔIÜj $§&¡&×"4Ñ"4°q¸!¸a¸SÀ!ÀQÐ6GÔHÜj $§&¡&×"4Ñ"4°q¸!¸a¸SÀ!ÀQÐ6GÈÕK÷3 ;ð ;ús CGÇGc ót t j d« }| j D ] }| j ||« y )Nrx )r6 r| rà rü )r: r r s r Útest_1dz"TestMultiIndexingAutomated.test_1dï s4 Ü IIbMØ×)Ñ)ò /EØ × $Ñ $ Q¨Õ .ñ /r N) rõ rö r÷ Ú__doc__rÆ ró rú rü rö r r r r r r rº rº L s6 ñò*3ò:m ò^Cò0Cò0 #òDEò" Ló</r rº c ó. e Zd ZdZd Zd Zd Zd Zd Zy)ÚTestFloatNonIntegerArgumentzÙ
|
These test that ``TypeError`` is raised when you try to use
|
non-integers as arguments to for indexing and slicing e.g. ``a[0.0:5]``
|
and ``a[0.5]``, or other functions like ``array.reshape(1., -1)``.
|
|
c ó¾ t j dggg« }|t j dg« |ddg |d d
ddgf |d d
dd d
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f y )Nr r r r9 s r Útest_valid_indexingz/TestFloatNonIntegerArgument.test_valid_indexingû s\ ä HHseWÓ à "((A3-ÒØ 1a& Ø !aV) Ø !Q'
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Ø !Q'
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r c ó t j dggg« }|d d |dd |d d |dd |d d d
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y )Nr r r? rC r r9 s r Útest_valid_slicingz.TestFloatNonIntegerArgument.test_valid_slicing sj ä HHseWÓ à "Ø !"Ø "1Ø !AØ #A#Ø !$Q$Ø $1Q$Ø !Aa%r c ó t j dgg« }t t t j |d« t t t j |t j d« df« t t t j
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|dgd« t t t j
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|dgt j d« « y )Nr )rM rM r¯ rM r¯ r )r6 r7 r r] r rß rþ r9 s r Ú test_non_integer_argument_errorsz<TestFloatNonIntegerArgument.test_non_integer_argument_errors sx Ü HHqcUOäi¤§¡¨Q° Ô=Üi¤§¡¨Q´·±¸"³ ¸rÐ0BÔCÜi¤§¡¨!¨a¨S°"Ô5Üi¤§¡¨!¨a¨S´"·*±*¸R³.ÕAr c ó d }t t |dgt j d« « |dgt j d« « y )Nc ó | |z S ra r )r r s r ÚmultzRTestFloatNonIntegerArgument.test_non_integer_sequence_multiplication.<locals>.mult s Øq5Lr rC re )r r] r6 rþ rl )r: r s r Ú(test_non_integer_sequence_multiplicationzDTestFloatNonIntegerArgument.test_non_integer_sequence_multiplication s5 ò ô i ¨ s¬B¯J©J°q«MÔ:á aS"''!*Õ r c ó. t j d« }t t t j |d« t t t j |d« t t t j |d« t t t j |d« y )N)re re re ç à?)r" rC )rC g@)gÉ?g333333ó?)r6 rr r r] Úmin)r: r s r Ú test_reduce_axis_float_indexz8TestFloatNonIntegerArgument.test_reduce_axis_float_index# sX Ü HHYÓ Üi¤§¡¨¨CÔ0Üi¤§¡¨¨HÔ5Üi¤§¡¨¨HÔ5Üi¤§¡¨¨IÕ6r N) rõ rö r÷ r r r r r r$ r r r r r ô s! ñò ò òBò ó7r r c ó e Zd Zd Zd Zd Zy)ÚTestBooleanIndexingc óä t j dggg« }t t t j |d« t t t j |t j
|
d« df« t t t j t j d« « t t t j t j « t t t j |dgdf¬« y )NrC )Tr¯ Tr¯ r F)Úargs)
|
r6 r7 r r] r r¶ Úoperatorr ÚTrue_rß r9 s r Ú test_bool_as_int_argument_errorsz4TestBooleanIndexing.test_bool_as_int_argument_errors- s Ü HHseWÓ äi¤§¡¨Q°
|
Ô;Üi¤§¡¨Q´·±¸³ ÀÐ0CÔDô i¤§ ¡ ´·±¸$³ Ô@Üi¤§ ¡ ´·±Ô:Üi¤§¡°°A°3¸¨Ö?r c ó¼ t j d« d j dk( sJ dddgdddgdggf j dk( sJ t t fd « y )
|
Nr )FT.)r r? re rT Tr rC r? r° c ó dddgdf S )NFr rC .r r s r r zETestBooleanIndexing.test_boolean_indexing_weirdness.<locals>.<lambda>= s ø ¨!¨E°A°q°6¸3Ð,>Ñ*? r )r6 rµ r: r r8 r9 s @r Ú test_boolean_indexing_weirdnessz3TestBooleanIndexing.test_boolean_indexing_weirdness8 sf ø ä GGIÓ ØÐ!Ñ"×(Ñ(¨LÒ8Ð8Ð8Ø1vt T¨A¨3°!°°Ð5Ñ6×<Ñ<ÀÒFÐFÐFÜjÓ"?Õ@r c óâ t j d« t j dgdz g« t t dfd« t j dgdz dgz g« t t dfd« t j dgd z g« t t dfd
|
« t j d « t j dgdggg« t t d fd « y )Nrd Frª zuboolean index did not match indexed array along axis 0; size of axis is 3 but size of corresponding boolean axis is 1c ó S ra r )r Úidx1s r r zETestBooleanIndexing.test_boolean_indexing_fast_path.<locals>.<lambda>I ó ø AdG r r© Tc ó S ra r )r Úidx2s r r zETestBooleanIndexing.test_boolean_indexing_fast_path.<locals>.<lambda>P r2 r rx c ó S ra r )r Úidx3s r r zETestBooleanIndexing.test_boolean_indexing_fast_path.<locals>.<lambda>W r2 r )rC rC r? zuboolean index did not match indexed array along axis 1; size of axis is 1 but size of corresponding boolean axis is 2c ó S ra r )r r s r r zETestBooleanIndexing.test_boolean_indexing_fast_path.<locals>.<lambda>_ s ø AcF r )r6 rµ r7 r r8 )r: r r r1 r4 r6 s @@@@@r Ú test_boolean_indexing_fast_pathz3TestBooleanIndexing.test_boolean_indexing_fast_path? sØ ü ô GGFOô xx% 1 Ó&ÜJð Lä ô ô xx% 1¨ vÑ-Ð.Ó/ÜJð Lä ô ô xx% 2 Ó'ÜJð Lä ô ô GGIÓ Ühh$ % Ð)Ð*Ó+ÜJð Lä õ r N)rõ rö r÷ r+ r. r8 r r r r& r& + s ò @òAó r r& c ó e Zd ZdZd Zy)ÚTestArrayToIndexDeprecationz7Creating an index from array not 0-D is an error.
|
|
c ó" t j dggg« }t t t j
|
t j dg« « t t t j ||df« t t t j |dg|« y )NrC r¯ r )r6 r7 r r] r) r r rß r9 s r Útest_array_to_index_errorz5TestArrayToIndexDeprecation.test_array_to_index_errorf s\ ä HHseWÓ äi¤§ ¡ ´·±¸1¸#³ Ô?Üi¤§¡¨Q°°B°Ô8Üi¤§¡¨!¨a¨S°!Õ4r N)rõ rö r÷ r r< r r r r: r: b s ñó5r r: c ó e Zd ZdZd Zy)ÚTestNonIntegerArrayLikez¢Tests that array_likes only valid if can safely cast to integer.
|
|
For instance, lists give IndexError when they cannot be safely cast to
|
an integer.
|
|
c óÆ t j d« }t t |j ddg« t t |j ddgf« |j g « y )Nrx r" g ø?Ú1rµ )r6 r| r r8 r r9 s r r z"TestNonIntegerArrayLike.test_basicv sG Ü IIbMäj !§-¡-°#°s°Ô<Üj !§-¡-°3¸°*° Ô?ð
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bÕr N©rõ rö r÷ r r r r r r> r> o s ñó r r> c ó e Zd ZdZd Zy)ÚTestMultipleEllipsisErrorz/An index can only have a single ellipsis.
|
|
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