+ ei'cs:Rt^RIt^RIt^RIHuHt^RIt^RIHt^RIH t H t H t H t H t ^RIHtHtHtHtHtHt.ROt^RIHt.ROt]],tRRltRRltRRltR tRR ltRR lt]t RR lt!]!t"RR lt#RRlt$RRlt%RRlt&RRlt'RRlt(RRlt)R#)zMiscellaneous functions for testing masked arrays and subclasses :author: Pierre Gerard-Marchant :contact: pierregm_at_uga_dot_edu N)ndarray)assert_assert_allcloseassert_array_almost_equal_nulp assert_raises build_err_msg)filledgetmaskmask_ormasked masked_arraynomask)TestCasecs\\V4\V44p\V4p\V4pVPPR8XgVPPR8Xd%\ P !Wg4P4#\\VRVR7V4P\ P4p\\VRVR7^4P\ P4p \ P!\P!W, 4WC\P!V 4,,4p V P4#)aj Returns true if all components of a and b are equal to given tolerances. If fill_value is True, masked values considered equal. Otherwise, masked values are considered unequal. The relative error rtol should be positive and << 1.0 The absolute error atol comes into play for those elements of b that are very small or zero; it says how small a must be also. OFcopymask)rrrdtypecharnpequalravelr astypefloat64Z less_equalumathZabsolute) ab fill_valuertolZatolmd1d2xyds &&&&& 9/usr/lib64/python3.14/site-packages/numpy/ma/testutils.pyapproxr$-s  GAJ'A B B xx}}rxx}}3xx%%''Re!,j  fRZZ |BU3Q7>>rzzJA ennQU+T5>>!;L4L-LMA 779cs\\V4\V44p\V4p\V4pVPPR8XgVPPR8Xd%\ P !WV4P4#\\VRVR7V4P\ P4p\\VRVR7^4P\ P4p\ P!\ P!Wx, 4V4RV),8*p V P4#)z Returns True if a and b are equal up to decimal places. If fill_value is True, masked values considered equal. Otherwise, masked values are considered unequal. r Fr$@) rrrrrrrrr rrZaroundabs) rrdecimalrrrrr r!r"s &&&& r#almostr)Es  GAJ'A B B xx}}rxx}}3xx%%''Re!,j  fRZZ |BU3Q7>>rzzJA "&&-)Twh-??A 779r%c s\\V4\V4V4\\V44F#p\W,W,RV: RV 24K% R#)z3 Asserts the equality of two non-array sequences. item= N) assert_equallenrange)actualdesirederr_msgks&&& r#_assert_equal_on_sequencesr3ZsH Vc'lG4 3w< VY eA57),DE!r%csn\VPVP4VPPFzp\P!W4\P!W4rCV\ JdK:V\ JdKF\\P!W4\P!W44K| R#)z= Asserts that two records are equal. Pretty crude for now. N)r,rnamesoperatorZgetitemr )rrZfZafZbfs&& r#assert_equal_recordsr6dsr!''" WW]]$$Q*H,<,r?r@ fail_if_equalr-rArBrCr.rrfail_if_array_equalr)r/r0r1r2rFrGs&&& r#rHrHsI '4  &$'' d6l!34 4c&k3w<9MMODA$T!W-- &)WZ4uBwi1H I$ 'D%=))j$.O.Oc&k3w<9s7|$A &)WZ5Ry1I J%&"**%%GRZZ)H)H"6G<< )7 3C  S!! r%cs\V\P4'g!\V\P4'd\WVW4R7#\ W.W4R7p\ \ W, 4V4^8Xg \V4hR#)zr Asserts that two items are almost equal. The test is equivalent to abs(desired-actual) < 0.5 * 10**(-decimal). )r(r1verbose)r1rJN)r<rrassert_array_almost_equalrZroundr'r>)r/r0r(r1rJrGs&&&&& r#assert_almost_equalrLst&"**%%GRZZ)H)H('18K K ) ' :C W%& 0A 5S!! 6r%c s\\V4\V44p\VRVRRR7p\VRVRRR7pV\Jd V\JdV\Jd&V\Jg\ W.W4VRR7p\ V4h\ PPVVPV4VPV4VWER7#)zb Asserts that comparison between two masked arrays is satisfied. The comparison is elementwise. F)rrZ keep_maskZsubok)r1rJr:r4r1rJr:r;) rrr r rrDrZtestingassert_array_comparer) Z comparisonr r!r1rJr:rrrGs &&&&&&& r#rNrNs  GAJ'AQUe5IAQUe5IA fqF{6kAKQFG#)=o :: * *:+,88J+?+,88J+?3:3: + KKr%c @\\PWW#RR7R#)z8 Checks the elementwise equality of two masked arrays. Arrays are not equalrMN)rNr5Z__eq__r r!r1rJ&&&&r#rErEs !!( 68r%c s*Rp\W@WVRR7R#)zL Raises an assertion error if two masked arrays are not equal elementwise. csJ\P!\W44'*#)N)rZallr$r;s&&r#compareZ$fail_if_array_equal..comparesFF6!<(()r%rPrMNrN)r r!r1rJrSs&&&& r#rIrIs *Q 68r%c 2aV3Rlp\WPWVRR7R#)p Checks the equality of two masked arrays, up to given number odecimals. The equality is checked elementwise. cs.<\WRS),R7#).comparesa11r%Arrays are not almost equalrMNrTr r!r(r1rJrS&&f&& r#assert_array_approx_equalr]s2Q =?r%c rU)rVcs<\WS4#)rW)r)rXrYr#rSZ*assert_array_almost_equal..compare saG$$r%rZrMNrTr[r\r#rKrKs%Q =?r%c rO)z/ Checks that x is smaller than y elementwise. zArrays are not less-orderedrMN)rNr5Z__lt__rQrRr#assert_array_lessr^s !!( =?r%csV\Jd\V\J4V\Jd\V\J4\WVR7R#)z% Asserts the equality of two masks. r9N)r rrE)Zm1Zm2r1s&&&r#assert_mask_equalr_s4  V|f  V|f rw/r%)r)r$rLrKr]rNrEr^ assert_closer,r6r_assert_not_equalrI)r rrrr)Tgh㈵>g:0yE>)T)r8)ir8T)r8Tr8T)r8T)rbr8T)*Z__doc__r5ZnumpyrZnumpy._core.umathZ_corerZ numpy.testingrrrrrrZcorerrrr r r Z __all__maskedZunittestr Z__some__from_testingZ__all__r$r)r3r6r,rHrarLr`rNrErIr]rKr^r_)r%r#rcs !!IH  . .0*F I$8N"4! " # K288 ? ?? 0r%