m:i'4SrSSKrSSKrSSKJs Jr SSKrSSKJr SSKJ r J r J r J r J r SSKJrJrJrJrJrJr /SQrSSKJr /S Qr\\-rSS jrSS jrSS jrS rSSjrSSjr\r SSjr!\!r"SSjr#SSjr$SSjr%SSjr&SSjr'SSjr(SSjr)g)zMiscellaneous functions for testing masked arrays and subclasses :author: Pierre Gerard-Marchant :contact: pierregm_at_uga_dot_edu N)ndarray)assert_assert_allcloseassert_array_almost_equal_nulp assert_raises build_err_msg)filledgetmaskmask_ormasked masked_arraynomask)almostapproxassert_almost_equalassert_array_almost_equalassert_array_approx_equalassert_array_compareassert_array_equalassert_array_less assert_close assert_equalassert_equal_recordsassert_mask_equalassert_not_equalfail_if_array_equal)TestCase)rrrrrc[[U5[U55n[U5n[U5nURRS:XdURRS:Xa$[ R "Xg5R5$[[USUS9U5R[ R5n[[USUS9S5R[ R5n [ R"[R"X- 5XC[R"U 5--5n U R5$)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. OFcopymaskr )r r r dtypecharnpequalravelrastypefloat64 less_equalumathabsolute) ab fill_valuertolatolmd1d2xyds U/srv/projetos/modelo_ml_acdoc/venv/lib/python3.13/site-packages/numpy/ma/testutils.pyrr-s  GAJ'A B B xx}}rxx}}3xx%%''Re!,j  fRZZ |BU3Q7>>rzzJA ennQU+T5>>!;L4L-LMA 779cj[[U5[U55n[U5n[U5nURRS:XdURRS:Xa$[ R "XV5R5$[[USUS9U5R[ R5n[[USUS9S5R[ R5n[ R"[ R"Xx- 5U5SU*-:*n U R5$)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!r $@) r r r r$r%r&r'r(rr)r*aroundabs) r.r/decimalr0r3r4r5r6r7r8s r9rrEs  GAJ'A B B xx}}rxx}}3xx%%''Re!,j  fRZZ |BU3Q7>>rzzJA "&&-)Twh-??A 779r:c [[U5[U5U5 [[U55Hn[XXSU<SU35 M g)z3 Asserts the equality of two non-array sequences. item= N)rlenrange)actualdesirederr_msgks r9_assert_equal_on_sequencesrIZsH Vc'lG4 3w< VY eA57),DE!r:ch[URUR5 URRHxn[R"X5[R"X5pCU[ LdM9U[ LdMD[[R"X5[R"X55 Mz g)z= Asserts that two records are equal. Pretty crude for now. N)rr$namesoperatorgetitemr )r.r/fafbfs r9rrdsr!''" WW]]$$Q*H,<,rZ)rErFr?rGrjrds r9rrst&"**%%GRZZ)H)H('18K K ) ' :C W%& 0A 5S!! 6r:c h[[U5[U55n[USUSSS9n[USUSSS9nU[La U[LdU[La!U[La[ X/X4USS9n[ U5e[ RRUURU5URU5UXES9$)zb Asserts that comparison between two masked arrays is satisfied. The comparison is elementwise. F)r"r# keep_masksubokrU)rGrjrVrKrGrjrV) r r rr rr`r&testingrr ) comparisonr6r7rGrjrVr0r3rds r9rrs  GAJ'AQUe5IAQUe5IA fqF{6kAKQFG#)=o :: * *:+,88J+?+,88J+?3:3: + KKr:c 8[[RXX#SS9 g)z8 Checks the elementwise equality of two masked arrays. Arrays are not equalroN)rrL__eq__r6r7rGrjs r9rrs !!( 68r:c "Sn[X@XUSS9 g)zL Raises an assertion error if two masked arrays are not equal elementwise. cJ[R"[X55(+$)N)r&allrrUs r9compare$fail_if_array_equal..comparesFF6!<(()r:rsroNr)r6r7rGrjrys r9rrs *Q 68r:c *^U4Sjn[XPXUSS9 g)p Checks the equality of two masked arrays, up to given number odecimals. The equality is checked elementwise. c >[XST*-S9$).comparesa11r:Arrays are not almost equalroNr{r6r7r?rGrjrys ` r9rrs2Q =?r:c *^U4Sjn[XPXUSS9 g)r}c>[XT5$)r)rrs r9ry*assert_array_almost_equal..compare saG$$r:rroNr{rs ` r9rrs%Q =?r:c 8[[RXX#SS9 g)z/ Checks that x is smaller than y elementwise. zArrays are not less-orderedroN)rrL__lt__rus r9rrs !!( =?r:cU[La[U[L5 U[La[U[L5 [XUS9 g)z% Asserts the equality of two masks. rTN)rrr)m1m2rGs r9rrs4  V|f  V|f rw/r:)Tgh㈵>g:0yE>)T)rS)rST)rSTrST)rST)rrST)*__doc__rLnumpyr&numpy._core.umath_corer, numpy.testingrrrrrrcorer r r r rr __all__maskedunittestr__some__from_testing__all__rrrIrrrhrrrrrrrrrrr:r9rs !!IH  . .0*F I$8N"4! " # MO$(K288 ? ?? 0r: