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Miscellaneous functions for testing masked arrays and subclasses
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:author: Pierre Gerard-Marchant
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:contact: pierregm_at_uga_dot_edu
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é N)Úndarray)Úassert_Úassert_allcloseÚ assert_array_almost_equal_nulpÚ assert_raisesÚ build_err_msgé )ÚfilledÚgetmaskÚmask_orÚmaskedÚ masked_arrayÚnomask)ÚalmostÚapproxÚassert_almost_equalÚassert_array_almost_equalÚassert_array_approx_equalÚassert_array_compareÚassert_array_equalÚassert_array_lessÚ assert_closeÚ assert_equalÚassert_equal_recordsÚassert_mask_equalÚassert_not_equalÚfail_if_array_equal)ÚTestCase)r r r r r c ó t t | « t |« « }t | « }t |« }|j j dk( s|j j dk( r$t j ||« j « S t t |d|¬« |« j t
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j « }t t |d|¬« d« j t
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j « } t j t j || z
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« ||t j | « z z « }
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j « S )a
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Returns true if all components of a and b are equal to given tolerances.
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If fill_value is True, masked values considered equal. Otherwise,
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masked values are considered unequal. The relative error rtol should
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be positive and << 1.0 The absolute error atol comes into play for
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those elements of b that are very small or zero; it says how small a
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must be also.
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ÚOF©ÚcopyÚmaskr )r r r
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ÚdtypeÚcharÚnpÚequalÚravelr ÚastypeÚfloat64Ú
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less_equalÚumathÚabsolute) ÚaÚbÚ
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fill_valueÚrtolÚatolÚmÚd1Úd2ÚxÚyÚds úEH:\Change_password\venv_build\Lib\site-packages\numpy/ma/testutils.pyr r - sî ô
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G AJÓ'AÜ BÜ BØ xx}}Òrxx}}°Ò 3ÜxxBÓ ×%Ñ%Ó'Ð'ÜÜRe¨!Ô,¨jó ç fRZZÓð ô |B U°Ô3°QÓ7×>Ñ>¼r¿z¹zÓJAÜ
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enn Q¨¡UÓ+¨T°D¼5¿>¹>È!Ó;LÑ4LÑ-LÓMAØ 779Ðó c óp t t | « t |« « }t | « }t |« }|j j dk( s|j j dk( r$t j ||« j « S t t |d|¬« |« j t
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j « }t t |d|¬« d« j t
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j « }t j t j ||z
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« |« d| z k } | j « S )z³
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Returns True if a and b are equal up to decimal places.
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If fill_value is True, masked values considered equal. Otherwise,
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masked values are considered unequal.
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r Fr! r ç $@) r r r
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r$ r% r& r' r( r r) r* ÚaroundÚabs)
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r. r/ Údecimalr0 r3 r4 r5 r6 r7 r8 s
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r9 r r E sæ ô
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G AJÓ'AÜ BÜ BØ xx}}Òrxx}}°Ò 3ÜxxBÓ ×%Ñ%Ó'Ð'ÜÜRe¨!Ô,¨jó ç fRZZÓð ô |B U°Ô3°QÓ7×>Ñ>¼r¿z¹zÓJAÜ
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"&&Q- Ó)¨T°w°hÑ-?Ñ?AØ 779Ðr: c ó¦ t t | « t |« |« t t |« « D ] }t | | || d|d| « y)z;
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Asserts the equality of two non-array sequences.
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úitem=ú
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N)r ÚlenÚrange)ÚactualÚdesiredÚerr_msgÚks r9 Ú_assert_equal_on_sequencesrI Z sS ô
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Vc 'l¨GÔ4Ü 3w<Ó ò FÜVAY ¨¡
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¨e°A°5¸¸7¸)Ð,DÕEñFr: c ó^ t | j |j « | j j D ]t }t j | |« t j ||« }}|t
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us8|t
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usAt t j | |« t j ||« « v y)zI
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Asserts that two records are equal.
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Pretty crude for now.
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N)r r$ ÚnamesÚoperatorÚgetitemr )r. r/ ÚfÚafÚbfs r9 r r d s ô !''Ô"Ø WW]]ò IÜ ×$Ñ$ Q¨Ó*¬H×,<Ñ,<¸QÀÓ,BRØf r¬V¢|Ü ×)Ñ)¨!¨QÓ/´×1AÑ1AÀ!ÀQÓ1GÕ HñIr: c óÞ t |t « rt | t « s t t t | « « « t t | « t |« |« |j « D ]2 \ }}|| vrt | d| « t | | || d|d| « 4 yt |t t f« r$t | t t f« rt | |d¬« S t | t « s/t |t « s t | |g|« }|| k( s t |« y| t u r|t us|t u r$| t ur t | |g|dd¬« }t |« t j | « } t j |« }| j" |j" }}|j$ d k( r9|j$ d k( r*t | j' « |j' « d¬« S t) | ||« S )
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z,
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Asserts that two items are equal.
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z not in úkey=rB NÚ ©rG ©r6 r7 )ÚheaderrK ÚS)Ú
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isinstanceÚdictÚAssertionErrorÚreprÚtyper rC ÚitemsÚlistÚtuplerI r r r Ú
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ValueErrorr& Ú
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asanyarrayr$ r% Útolistr )rE rF rG rH ÚiÚmsgÚ actual_dtypeÚ desired_dtypes r9 r r r s¾ ô '4Ô Ü&¤$Ô'Ü ¤¤d¨6£lÓ!3Ó4Ð 4ÜS[¤# g£,°Ô8ØMMOò IDAqØÜ$¨ s¨(°6°(Ð%;Ó<Ð<Ü G¨A¡J°$°q°e¸2¸g¸YÐ0GÕ Hð Ið ä'D¤%=Ô)¬j¸Ä$ÌÀ Ô.OÜ)¨&°'À2ÔFÐFÜ vwÔ '¬:°g¼wÔ+GÜV WÐ -¨wÓ8Ø&Ò Ü Ó%Ð %Øà 6Ñ G¬vÑ$5ØÑ ¨&´FÑ*:ÜV WÐ -Ø #¨B°jôBäoÐ Ü ]]6Ó "FÜmmGÓ$GØ%+§\¡\°7·=±==\Ø×ÑCÒ M×$6Ñ$6¸#Ò$=Ü)¨&¯-©-«/Ø*1¯.©.Ó*:Ø24ô6ð 6ô f g¨wÓ 7Ð7r: c ó
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t |t « rt | t « s t t t | « « « t t | « t |« |« |j « D ]6 \ }}|| vrt t |« « t | | || d|d| « 8 yt |t t f« rht | t t f« rRt t | « t |« |« t t |« « D ] }t | | || d|d| « yt | t j « st |t j « r t | ||« S t | |g|« }|| k7 s t |« y)z<
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Raises an assertion error if two items are equal.
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rR rB NrA )rX rY rZ r[ r\ Ú fail_if_equalrC r] r^ r_ rD r& r r r )rE rF rG rH rc rd s r9 rh rh sW ô
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'4Ô Ü&¤$Ô'Ü ¤¤d¨6£lÓ!3Ó4Ð 4Üc&k¤3 w£<°Ô9ØMMOò JDAqØÜ$¤T¨!£WÓ-Ð-Ü & ) W¨Q¡Z°4¸°u¸B¸w¸iÐ1HÕ Ið Jð Ü'D¤%=Ô)¬j¸Ä$ÌÀ Ô.OÜc&k¤3 w£<°Ô9Üs7|Ó$ò KAÜ & ) W¨Q¡Z°5¸¸¸RÀ¸yÐ1IÕ Jð KàÜ&"**Ô%¬°G¼R¿Z¹ZÔ)HÜ" 6¨7°GÓ<Ð<Ü
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Ð)¨7Ó
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3CØ fÒ Ü SÓ!Ð!ð r: c óø t | t j « st |t j « rt | ||||¬« S t | |g||¬« }t t || z
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« |« dk( s t |« y)z~
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Asserts that two items are almost equal.
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The test is equivalent to abs(desired-actual) < 0.5 * 10**(-decimal).
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)r? rG Úverbose)rG rj r N)rX r& r r r Úroundr> rZ )rE rF r? rG rj rd s r9 r r ¶ sx ô &"**Ô%¬°G¼R¿Z¹ZÔ)HÜ(¨°À'Ø18À'ôKð Kä
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Ð)Ø '°ô :Cä WvÑ%Ó&¨Ó 0°AÒ 5Ü SÓ!Ð!ð 6r: c ó~ t t |« t |« « }t |d|dd¬« }t |d|dd¬« }|t u r|t us|t u r%|t ur t ||g|||d¬« }t |« t j j | |j |« |j |« |||¬« S )zn
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Asserts that comparison between two masked arrays is satisfied.
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The comparison is elementwise.
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F)r" r# Ú keep_maskÚsubokrU )rG rj rV rK ©rG rj rV )
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r r r r r r` r& Útestingr r
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) Ú
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comparisonr6 r7 rG rj rV r0 r3 rd s r9 r r É s¹ ô
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G AJÓ'AÜQU¨°eÀ5ÔIAÜQU¨°eÀ5ÔIAØ
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fq¤F{Ø6k A¬¡KÜQ F¨G¸WØ#)°ô=äoÐ ä ::× *Ñ *¨:Ø+,¯8©8°JÓ+?Ø+,¯8©8°JÓ+?Ø3:Ø3:À6ð +ó Kð Kr: c óB t t j | |||d¬« y)z@
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Checks the elementwise equality of two masked arrays.
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úArrays are not equalro N)r rL Ú__eq__©r6 r7 rG rj s r9 r r â s ô
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¨!¨QØ!(°'Ø 6ö8r: c ó, d }t || |||d¬« y)zT
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Raises an assertion error if two masked arrays are not equal elementwise.
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c óB t j t | |« « S )N)r& Úallr rU s r9 Úcomparez$fail_if_array_equal.<locals>.compareñ s ÜFF6 ! Q<Ó(Ð(Ð)r: rs ro N©r )r6 r7 rG rj ry s r9 r r ì s ò
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*ä ! Q°ÀØ 6ö8r: c ó2 fd}t || |||d¬« y)ú|
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Checks the equality of two masked arrays, up to given number odecimals.
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The equality is checked elementwise.
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c ó( t | |d z ¬« S )ú<Returns the result of the loose comparison between x and y).r< )r1 )r ©r6 r7 r? s r9 ry z*assert_array_approx_equal.<locals>.compareþ s ø äa ¨¨¡ Ô1Ð1r: úArrays are not almost equalro Nrz ©r6 r7 r? rG rj ry s ` r9 r r ÷ s ø ô2ô ! Q°ÀØ =ö?r: c ó2 fd}t || |||d¬« y)r| c ó t | |« S )r~ )r r s r9 ry z*assert_array_almost_equal.<locals>.compare s ø äaGÓ$Ð$r: r ro Nrz r s ` r9 r r s ø ô%ô ! Q°ÀØ =ö?r: c óB t t j | |||d¬« y)z7
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Checks that x is smaller than y elementwise.
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zArrays are not less-orderedro N)r rL Ú__lt__ru s r9 r r s ô
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¨!¨QØ!(°'Ø =ö?r: c ó | t u rt |t u « |t u rt | t u « t | ||¬« y)z-
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Asserts the equality of two masks.
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rT N)r r r )Úm1Úm2rG s r9 r r s6 ð
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V|Üf Ô Ø V|Üf Ô Ür2 wÖ/r: )Tgñhãµøä>g:0âyE>)é T)rS )é rS T)rS TrS T)rS T)r rS T)*Ú__doc__rL Únumpyr& Únumpy._core.umathÚ_corer, Ú numpy.testingr r r r r r Úcorer
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r r r r r Ú __all__maskedÚunittestr Ú__some__from_testingÚ__all__r r rI r r rh r r r r r r r r r r © r: r9 ú<module>r sµ ðñó ã ß !Ð !Û Ý ÷õ ÷ I× Hò õ òÐ ð
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Ð.Ñ
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.óó0ó*Fò Ió $8óN"ð4 !Ð ó "ð # ð MOØ$(óKó28ó8ó ?ó ?ó ?ô 0r:
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