+ i':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$RRlt%RRlt&RRlt'RRlt(RRlt)R#)zMiscellaneous functions for testing masked arrays and subclasses :author: Pierre Gerard-Marchant :contact: pierregm_at_uga_dot_edu N)ndarray)assert_assert_allcloseassert_array_almost_equal_nulp assert_raises build_err_msg)filledgetmaskmask_ormasked masked_arraynomask)TestCasec\\V4\V44p\V4p\V4pVPPR8XgVPPR8Xd%\ P !Wg4P4#\\VRVR7V4P\ P4p\\VRVR7^4P\ P4p \ P!\P!W, 4WC\P!V 4,,4p V P4#)aj Returns true if all components of a and b are equal to given tolerances. If fill_value is True, masked values considered equal. Otherwise, masked values are considered unequal. The relative error rtol should be positive and << 1.0 The absolute error atol comes into play for those elements of b that are very small or zero; it says how small a must be also. OFcopymask)r r rdtypecharnpequalravelr astypefloat64 less_equalumathabsolute) ab fill_valuertolatolmd1d2xyds &&&&& 4/usr/lib/python3/dist-packages/numpy/ma/testutils.pyapproxr*-s  GAJ'A B B xx}}rxx}}3xx%%''Re!,j  fRZZ |BU3Q7>>rzzJA ennQU+T5>>!;L4L-LMA 779c\\V4\V44p\V4p\V4pVPPR8XgVPPR8Xd%\ P !WV4P4#\\VRVR7V4P\ P4p\\VRVR7^4P\ P4p\ P!\ P!Wx, 4V4RV),8*p V P4#)z Returns True if a and b are equal up to decimal places. If fill_value is True, masked values considered equal. Otherwise, masked values are considered unequal. rFr$@) r r rrrrrrr rraroundabs) rrdecimalr r#r$r%r&r'r(s &&&& r)almostr1Es  GAJ'A B B xx}}rxx}}3xx%%''Re!,j  fRZZ |BU3Q7>>rzzJA "&&-)Twh-??A 779r+c \\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_sequencesr<ZsH Vc'lG4 3w< VY eA57),DE!r+cn\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)r5rnamesoperatorgetitemr )rrfafbfs&& r)assert_equal_recordsrDdsr!''" WW]]$$Q*H,<,Sr&r') isinstancedictAssertionErrorreprtyper5r6itemslisttupler<rrr ValueErrorr asanyarrayrrtolistassert_array_equal)r8r9r:r;imsg actual_dtype desired_dtypes&&& r)r5r5rs '4  &$'' d6l!34 4S[#g,8MMODA$s(6(%;<< GJ$qe2gY0G H$ 'D%=))j$.O.O)&2FF vw ' ':gw+G+GV-w8  % % 6 Gv$5&F*:V-#BjBo ]]6 "FmmG$G%+\\7===CM$6$6#$=)&--/*1..*:246 6 fw 77r+c |\V\4'd\V\4'g\\\ V444h\ \ V4\ V4V4VP4F?wr4W09d\\V44h\ W,W,RV: RV 24KA R#\V\\34'dy\V\\34'd]\ \ V4\ V4V4\\ V44F#p\ W,W,RV: RV 24K% R#\V\P4'g!\V\P4'd \WV4#\W.V4pW8wg \V4hR#)z4 Raises an assertion error if two items are equal. rFr4Nr3)rLrMrNrOrP fail_if_equalr6rQrRrSr7rrfail_if_array_equalr)r8r9r:r;rXrYs&&& r)r]r]sI '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+c\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). )r0r:verbose)r:r`N)rLrrassert_array_almost_equalrroundr/rN)r8r9r0r:r`rYs&&&&& r)assert_almost_equalrcst&"**%%GRZZ)H)H('18K K ) ' :C W%& 0A 5S!! 6r+c \\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)rr keep_masksubok)r:r`rIr>r:r`rIrK) r r r r rrTrtestingassert_array_comparer) comparisonr&r'r:r`rIr r#rYs &&&&&&& r)riris  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 equalrgN)rir?__eq__r&r'r:r`s&&&&r)rWrWs !!( 68r+c *Rp\W@WVRR7R#)zL Raises an assertion error if two masked arrays are not equal elementwise. cJ\P!\W44'*#)N)rallr*rKs&&r)compare$fail_if_array_equal..comparesFF6!<(()r+rlrgNri)r&r'r:r`rrs&&&& r)r^r^s *Q 68r+c 2aV3Rlp\WPWVRR7R#)p Checks the equality of two masked arrays, up to given number odecimals. The equality is checked elementwise. c.<\WRS),R7#).comparesa11r+Arrays are not almost equalrgNrtr&r'r0r:r`rrs&&f&& r)assert_array_approx_equalr}s2Q =?r+c 2aV3Rlp\WPWVRR7R#)rvc<\WS4#)rx)r1rys&&r)rr*assert_array_almost_equal..compare saG$$r+r{rgNrtr|s&&f&& r)raras%Q =?r+c @\\PWW#RR7R#)z/ Checks that x is smaller than y elementwise. zArrays are not less-orderedrgN)rir?__lt__rns&&&&r)assert_array_lessrs !!( =?r+cV\Jd\V\J4V\Jd\V\J4\WVR7R#)z% Asserts the equality of two masks. rHN)r rrW)m1m2r:s&&&r)assert_mask_equalrs4  V|f  V|f rw/r+)r1r*rcrar}rirWr assert_closer5rDrassert_not_equalr^)rrrrr)Tgh㈵>g:0yE>)T)rG)rGT)rGTrGT)rGT)rrGT)*__doc__r?numpyrnumpy._core.umath_corer numpy.testingrrrrrrcorerr r r r r __all__maskedunittestr__some__from_testing__all__r*r1r<rDr5r]rrcrrirWr^r}rarrr+r)rs !!IH  . .0*F I$8N"4! " # K288 ? ?? 0r+