+ eics^RIt^RIt^RIHtHtHt^RIHtHtH t H t H t H t H t HtHtHt!RR4t!RR4t!RR 4tR#) N) histogramhistogram_bin_edges histogramdd) assert_assert_allcloseassert_almost_equalassert_array_almost_equalassert_array_equalassert_array_max_ulp assert_equal assert_raisesassert_raises_regexsuppress_warningscs0a]tRt^toRtRtRtRtRtRt Rt Rt R t R t R tR tR tRtRtRtRtRtRtRtRtRtRtRtRtRtRtRtRt Rt!Rt"R t#]$PJPMR!R"7R#4t'R$t(R%t)R&t*Vt+R'#)( TestHistogramcR#Nself&F/usr/lib64/python3.14/site-packages/numpy/lib/tests/test_histograms.py setup_methodZTestHistogram.setup_method crrrrrrteardown_methodZTestHistogram.teardown_methodrrcs^dp\PPV4p\V4wr4\ \P !V^R7V4\\P !^^ ^d44wr4\V^ 4R#)dZaxisN)nprandomrandrr sumlinspacer)rnvab& r test_simpleZTestHistogram.test_simples^  IINN1 1RVVAA&*2;;q"c231b!rcs:\.RO^^.4wr\V^.4\V^^.4\\\^^.^R7\^^.^R7wr4\ V\ P !^.44\V\ P !RR.44R#)bins?@Nr')rrr ValueErrorr rarrayr)rhistedgesher%r test_one_binZTestHistogram.test_one_bin&s} q!f5 4!'51a&)j)aV!<!Qa(Q! &288RH-.rcs^dp\PPV4p\VRR7wr4\P!V\P !V4,4p\ V^4\P!^ 4p.R Op\W&RR7wr4\VR4\\P!V\P !V4,4^4\W&RR7wr4\V.R O4\P!^ 4p^^^^\P.p\W&RR7wr4\V.R O4\P!.R ORR\P.RR7wrx\VR^.4R#) rTdensity皙?F???Nrr'r. r,)r9r9r9) rrrrrdiffrarangerr inf) rr!r"r#r$Zarear)countsZdmy & r test_densityZTestHistogram.test_density0s  IINN1 D)vva"''!*n%D!$ IIbM$/1b!RVVA N+Q/%01l+ IIbM1aBFF#$/1./ll 3RVV,d< Vc1X&rcs\P!^ 4R,p\V^^ .R7wr#\VP 4^ 4\V^^ .R7wr#\VP 4^ 4\V^^ .RR7wr#\ V\P !V4,P 4^^R7\P!^ 4R,p\V^^ .VRR7wr#\V\P !V4,P 4^4\V^^^ .VR7wr#\W$^R 4R#) r?r:rangeTrHr8decimalrHweightsr8r)rHrMN)rrBrr rrrA)rr#r4r$wr%r test_outliersZTestHistogram.test_outliersPs IIbMB 1a&)QUUWa 1b'*QUUWa 1a&$7Q^002ArB IIbMB 1a&!TBa"''!*n))+Q/1a&!<Q!B rc s \P!^ 4R,p\P!^ 4R,p\\R4;_uu_4\ V^^ .VRR7wr4RRR4R# +'giR#;i)r?r:z same shape asTrLN)rrBr r0r)rr#rPr4r$r%rtest_arr_weights_mismatchZ'TestHistogram.test_arr_weights_mismatchhsX IIbMB  IIbMB  _ = =Qq!faFDA> = = =s A11 B cs\P!^ 4R,p\V4wr#\\P!VP \P 44\VRR7wr#\\P!VP \P44\V\P!^ \4R7wr#\\P!VP \P 44\V\P!^ \4R7wr#\\P!VP \P44R#)r?r:Tr7rMN) rrBrrZ issubdtypedtypeZintegerZfloatingonesintfloat)rr#r4r$& r test_typeZTestHistogram.test_typens IIbMB | aggrzz23D) aggr{{34BGGB$45 aggrzz23BGGB$67 aggr{{34rcs\P!.RO\PR7p\P!.RO\PR7p\P!W^dR7wr4p\ VP 4R4R#)2VEq@rTr(@N)rZgx>fQg-VT5@)g!@gS@g^z@)rr1Zfloat32Z histogram2dr r)rxyZ counts_histZxedgesZyedges& rtest_f32_roundingZTestHistogram.test_f32_rounding}sR HH8 K HHN9N&NO6!QI!"bhh1v&6bhh1v>N9N&NO $/*((GAJ GAJ?@6 7C!"wqz71:&>?6!QI!"wqz71:&>?rcs\P!.RO4p\P!VR^ .^dR7\V.RO4R#)rp)rHr)Nrr)rr1rr)rrt& rtest_no_side_effectsZ"TestHistogram.test_no_side_effectss0/* VC937!&/:rcs\.^^.R7wr\V\P!^.44\V\P!^^.44R#)rr(Nrrrr1rr#r$& r test_emptyZTestHistogram.test_emptys?Aq6+1bhhsm,1bhh1v./rcs|\P!RR^dR7p\V^4\\\VR4R#)r@r*numg333333@N)rr rr TypeErrorrvalsrwrtest_error_binnum_typeZ$TestHistogram.test_error_binnum_types,{{3-$iD#6rcs\P!RR^dR7p\VRR.R7\\\V\P R.R7\\\VR\P .R7R#)r@r*r}r<?rGN)rr rr r0nanrCrrwrtest_finite_rangeZTestHistogram.test_finite_rangesN{{3-$tTl+j)T"&&$Hj)T$Hrcs\P!RR^dR7p\\R4;_uu_4\P!VRR.R7RRR4R# +'giR#;i)r@r*r}zmax must be larger thanr9g{Gz?rGN)rr r r0rrrwrtest_invalid_rangeZ TestHistogram.test_invalid_rangesD{{3- -F G G LLc4[ 1H G G Gs A A( cs\P!.RO4p\P!VRRR7wr#V^8pVRRV,pVR,V,p\WV4F wrxp \ Wx84\ Wy84K" R#)Qih r)rHN:r'NN)riii&iii)r-irO)rr1rZzipr) rarrr2r3ZmaskZ left_edgesZ right_edgesr]ZleftZrights & rtest_bin_edge_casesZ!TestHistogram.test_bin_edge_casessuhh=>ll3TC ax3BZ% Bio !#;?NAU AI  AI @rcs\P!.RO4p\P!V^RR7wr#\VR,^4R#)r@rN r@r@r@r*r+r\r\g@g@rhrO)rr1rr )rrr2r3rXrtest_last_bin_inclusive_rangeZ+TestHistogram.test_last_bin_inclusive_ranges3hhCDll3RyA T"Xq!rcs\P!RR^dR7p\P!^R.RR..4p\\R4;_uu_4\P !WR7RRR4R# +'giR#;i)r@r*r}r:g333333?z must be 1dr(N)rr r1r r0r)rrr)r{rtest_bin_array_dimsZ!TestHistogram.test_bin_array_dimssW{{3-xx!SC:./ \ : : LL ); : : :s A00 B cs\P!^.4p\P!.RORR7p\\4;_uu_4\P!WR7wr4RRR4R# +'giR#;i)r-Zuint64r[r(N)r'r.r')rr1r r0r)rrr)r2r3r%r test_unsigned_monotonicity_checkZ.TestHistogram.test_unsigned_monotonicity_checksMhhsmxx 2 : & &,,s6KD' & & &s A-- A> c s\\\\^ 4Uu.uFp\P !R4NK up\P ).,4\\\\^ 4Uu.uFp\P !R4NK up\P .,4\P!\^ 4Uu.uFp\P !R4NK upR.,4\P!\^ 4Uu.uFp\P !R4NK upR.,4R#uupiuupiuupiuupi)r?g?r:g?N)r r0rrHrr1rC)rZirwrtest_object_array_of_0dZ%TestHistogram.test_object_array_of_0dsj uRy9y! y9bffWIE Gj uRy9y! y9RVVHD F U2Y7YbhhsmY7;K:LLM U2Y7YbhhsmY72$>? :987sE 6E EEc s\P!^^\P.4p\P!\P\P.4p\4pVP \ 4V;_uu_4\ \\VRR7\ \\VRR7\VRRR7wrE\VP4^4\VRRR7wrE\VP4^4\V^^.R7wrE\VP4^4\V^^.R7wrE\VP4^4RRR4R# +'giR#;i)rautor(rNrr') rr1rr filterrar r0rr r)rZone_nanZall_nanrcr4r$r_rtest_some_nan_valuesZ"TestHistogram.test_some_nan_valuess((Aq"&&>*((BFFBFF+, ! >" S *iv F *iv FW6@DA ! $W6@DA ! $WAq62DA ! $WAq62DA ! $SSSs CE(( E9 cs\P!RR4p\P!.RO4p\P!.RO4pW,pW,p\P!R4p\ WER7wrx\ VP V4VP V4R7wr\ W#R7wr\ W{4\ W4\ W, P \4V 4\ V P \4V 4\ VPVP4\ V PV4R#)z 2000-01-01ZDztimedelta64[D]r(N) rrr'r'r-r.rhr?)rr-r)rZ datetime64r1rTrastyper rV) rZbeginZoffsetsr)ZdatesZ date_binsZtdZd_countZd_edgeZt_countZt_edgeZi_countZi_edge & r test_datetimeZTestHistogram.test_datetime2s lC0((89xx &L XX& ' $E:#GNN2$6T[[_M#G7W&W&fn,,S16:V]]3'0V\\5;;/V\\2&rcsb^\P!V4P,^, p\P!^V,)^,^V,^, .VR7p\ V^R7wrE\ V^V,)^,^^V,^, .4\ V^^.4R#)r[r(N)rrTZitemsizer1rr )rrTZexponentrr2r5&& rdo_signed_overflow_boundsZ'TestHistogram.do_signed_overflow_boundsKsrxx///!3hhH q(!X+/:%HCa(Q!X+)1akAo>?TAq6"rcs<VP\P4VP\P4VP\P4VP\P 4VP\P 4R#r)rrZbyteZshortZintcZint_Zlonglongrrrtest_signed_overflow_boundsZ)TestHistogram.test_signed_overflow_boundsRs\ &&rww/ &&rxx0 &&rww/ &&rww/ &&r{{3rcsp\P!V4Pp\P!R.V4p\P!RV,R.V4pVP V4^,^8wdR#\P !V^VR7wrg\ V^.4\ VPV4R#)r*r+NrrZfinfoepsr1rrr rTr float_small float_largerrrHZcountZx_loc&&& rdo_precision_lower_boundZ&TestHistogram.do_precision_lower_boundYshh{#''hhuk*#)S);7 << $Q '1 , ||Cau= UQC U[[+.rcsp\P!V4Pp\P!R.V4p\P!RRV, .V4pVP V4R,^8wdR#\P !V^VR7wrg\ V^.4\ VPV4R#)r*r@NrrOrrrrdo_precision_upper_boundZ&TestHistogram.do_precision_upper_boundhshh{#''hhuk*#sSy);7 << $R (A - ||Cau= UQC U[[+.rcsJVPW4VPW4R#r)rr)rrrs&&&r do_precisionZTestHistogram.do_precisionxs %%k? %%k?rcs.VP\P\P4VP\P\P4VP\P\P 4VP\P\P4VP\P\P 4VP\P\P 4R#r)rrZhalfZsingleZdoubleZ longdoublerrrtest_precisionZTestHistogram.test_precision|s "''299- "''299- "''2==1 "))RYY/ "))R]]3 "))R]]3rcs4\.RO^^.4wr\.RO^^.4p\W24\P!.RO4p\V^RR7wr\V^RR7p\W24\VRRR7wr\VRRR7p\W24R#)r'rrNr,rrr)rrrrr1)rr2r5r3rr%rtest_histogram_bin_edgesZ&TestHistogram.test_histogram_bin_edgessL1a&1#L1a&95$hhCDCb :#Cb B5$CfF;#CfFC5$rcs\P!^R.^ ,4p\P!\RR7;_uu_4\ V^ R7RRR4R# +'giR#;i)r'zToo many bins for data range)Zmatchr(Ng?)rr1pytestZraisesr0r)rrrwrtest_small_value_rangeZ$TestHistogram.test_small_value_rangesEhh9~*+ ]]:-K L L c #M L L Ls A A- z,Bad memory reports lead to OOM in ci testing)Zreasoncs\P!R^.4pRpRp\P!R4p\P!WW43R7p\ \ V4\ R44R#)iii>)sampler)N)r'r-)rrkrBrr Ztype)rrZxbinsZybinsZzbinsr2r_rtest_big_arraysZTestHistogram.test_big_arrayssQ9a.) % ~~V%2GHT$Zf.rcs\P!\P!R.RR7^RR7wr\P!^^.4p\W4R#)g$xz>f8r[rNg$x)gx0gel )rrr1r)rr2r5Z expected_histrXr test_gh_23110ZTestHistogram.test_gh_23110sC,,rxx 5A$%%79!Q( 4/rc sVRp^^^^^^WWW^. p\P!VRR7wr4R#)r'rr(Ng?)rr)rr5ZrDr3r%r test_gh_28400ZTestHistogram.test_gh_28400s5  1aAqQ1 3 QV4 rrN),__name__ __module__ __qualname____firstlineno__rrr&r6rFrQrRrYr`rerorurxr|rrrrrrrrrrrrrrrrrrrmarkZskiprrr__static_attributes____classdictcell__Z __classdict__@rrrs   "/'@!0G 5,1"3:@<;0 7 I2 " *7 @%2'2#4 // @4 %$ [[KL/M/0""rrcsa]tRtRtoRtRtRtRtRtRt Rt R t R t R t ]PP!R .RO4R 4t]PP!R .RO4R4tRtRtRtVtR#)TestHistogramOptimBinNumsizQ Provide test coverage when using provided estimators for optimal number of bins cs.ROpVFUp\.VR7wr4\V\P!^.44\V\P!^^.44KW R#)fdr(N)rscottricesturgesdoanesqrtrstonery)restimator_list estimatorr#r$r%rr|Z$TestHistogramOptimBinNums.test_emptysN<(IRi0DA q"((A3- 0 q"((Aq6"2 3(rc s ^2R^R^R^R^R^R^R^R^/R R^R^R^R^ R^ R^R^ R^ /R R^R^R^#R^R^R^GR^R^//pVP4Fwr#\P!RRV^,^,4p\P!^^ V^,^,4p\P!WE34pVP4F:wrx\P!Wg4wr\ \ V 4VR V R V 2R 7K< K R#)z Straightforward testing with a mixture of linspace data (for consistency). All test values have been precomputed and the values shouldn't change rrrrrrrrFor the  estimator with datasize of Zerr_msgNrvrO)itemsrr rjrr rb) r basic_testtestlenexpectedResultsx1x2r]rnumbinsr#r$rnrr&Z%TestHistogramOptimBinNums.test_simples6T1wFA 1$aFAwKT1wFB 2$b&"fb'1NT2wFB 2$b&"fb'2O P )3(8(8(: $GS"glQ&67BQGqL1$45Bx(A&5&;&;&=" ||A1SVW L118 7;<'> );rc s^R^R^R^R^R^R^R^/^R^R^R^R^R^R^R^/^R^R^R^R^R^R^R^//pVP4F|wr#\P!V4P\4pVP4F:wrV\P !WE4wrx\ \V4VRV R V 2R 7K< K~ R #) z Smaller datasets have the potential to cause issues with the data adaptive methods, especially the FD method. All bin numbers have been precalculated. rrrrrrrrrrN)rrrBrrWrr rb) rZ small_datrrZtestdatrZexpbinsr#r$rEr test_smallZ$TestHistogramOptimBinNums.test_smalls q'1faA !VQ<q'1faA !VQ<q'1faA !VQ< = )2(9 $Gii(//6G&5&;&;&=" ||G7SVW L118 7;<'>):rc sP.ROpVFp\\\.ROV4K R#)zC Check a Value Error is thrown when an unknown string is passed in N)ZmadZfreemanZ histogramsZIQRr'r-r.)r r0r)rZ check_listrr{rtest_incorrect_methodsZ0TestHistogramOptimBinNums.test_incorrect_methodss!= #I *iI F$rc s\P!^d4pR^R^R^R^R^R^R^R^/pVP4F7wr4\P!W4wrV\ \ V4VV R 2R 7K9 R #) zt Check that methods handle no variance in data Primarily for Scott and FD as the SD and IQR are both 0 in this case rrrrrrrrz estimator, No Variance testrN)rrUrrr rb)rZ novar_datasetZnovar_resultdictrrr#r$& rtest_novarianceZ)TestHistogramOptimBinNums.test_novariances   !WaIq#Q61gqJ#3"8"8": I<< 9DA Q$-;.J!K M#;rc sb\P!R4p^VR&^dVRR%\VR4p\V^,^4\VR ,R4\VR4p\V\P!^^d.44\VR4p\V\P !^^d^ 44R#) zI Check when IQR is 0, but variance exists, we return a reasonable value. :Nr.NNrgY@rrirO)rrUrr r1r )rZ lim_var_dataZ edges_autoZedges_fdZ edges_sturgesr%rtest_limited_varianceZ/TestHistogramOptimBinNums.test_limited_varianceswwt}  R RS(v> Z]A&Z^T*'|T:XrxxC12+L)D ]BKK3$;.nbins_ratio/sh))''-C q 5Ar||Aw/23Sa9QRS9T5UqA; r)ZstartZstopr~rr:rJN)g333333?g ףp= ?g{Gz?gQ?) rHrZ geomspaceZroundrrVZabsZmeanr)rrrrZllZavgr_rtest_scott_vs_stoneZ-TestHistogramOptimBinNums.test_scott_vs_stone,s  )%#$46<^2R^R^R^R^R^R^/RR^R^R^ R^R^R^P/RR^!R^!R^ER^R^!R^P//pVP4Fwr#\P!RRV^,^,4p\P!^^ V^,^,4p\P!RRV4p\P!WEV34pVP4FGwr\P!WxRR 7wrR V R 2p V R V 2, p \ \ V 4WR 7KI K R#)z Straightforward testing with a mixture of linspace data (for consistency). Adding in a 3rd mixture that will then be completely ignored. All test values have been precomputed and the shouldn't change. rrrrrrrrrGrz estimatorz with datasize of rNrvrOri)ir)rrr rrr rb) rrrrrrZx3r]rrr#r$Zmsgrrtest_simple_rangeZ+TestHistogramOptimBinNums.test_simple_range<s;T1wFB&FBDT2wFB&FBET2wFB&FBE  )3(8(8(: $GS"glQ&67BQGqL1$45BT30B 22,'A&5&;&;&=" ||A B  :6+G955SVW: '>);rr)cs"\P!.RO\PR7p\P!W!R7wr4\P!VP \P 4VR7wrV\ W54\ WF4R#)r-r[r(N)ri)rr1Zint8rrZint32r)rr)r#r2r3Zhist32Zedges32s&& rtest_signed_integer_dataZ2TestHistogramOptimBinNums.test_signed_integer_data[sW HH\ 1ll10 ,,qxx'9E4(5*rc  sX\4;_uu_4pVR8XdVP\4\\P !\P !\P!^ 4R4V4\P!^ 44RRR4R# +'giR#;i)z5 Test that bin width for integer data is at least 1. rrN)r rrar rrtilerB)rr)rcs&& r test_integerZ&TestHistogramOptimBinNums.test_integeresg  Cw >* &&rwwryy|T'BDI !  ! s A;B B) c  sl\\P!\P!\P!^ 4R4^4\P!^4^, 4\\P!\P!\P!^ 4R4RR.4RR.4R#)zH Test that the bin-width>=1 requirement *only* applies to auto binning. rr9riN)r rrrrBrrrtest_integer_non_autoZ/TestHistogramOptimBinNums.test_integer_non_autorsw   " "277299Q<#> C IIbMA     " "277299Q<#>R I H rc  sX.ROpVFp\\\.ROV.ROR7K! R#)z- Check that weighted data raises a TypeError rSN)rrrrrr)r rr)rrrr{rtest_simple_weightedZ.TestHistogramOptimBinNums.test_simple_weighted}s'D'I )Y #Y 8(rrN)rrrrrrr)rrrrZ__doc__r|r&rrrrrrrrrZ parametrizerrrrrrrrrrrs 4<4<(G M=&*(F ;> [[V&BC+C+ [[V&BC C  88rrcsza]tRtRtoRtRtRtRtRtRt Rt R t R t R t R tR tRtRtRtRtVtR#)TestHistogramddic s\P!.R O.R O.R O.RO.RO.RO.4p\VRR^.^^.^^..R7wr#\P!.RO.RO.RO..RO.RO.RO..4p\W$4.RO.RO.RO.p\WRR7wr#\ \P !W$R, 8H44\VRR^.^^.^^..RR7wr#\P!.RO.RO.RO..RO.RO.RO..4p\ W$R, ^4\P!V^^R7Uu.uFp\P!V4NK pp\VRR^.^^.^^..R7wr#\P!^^.^^.^^..^^.^^.^^..^^.^^.^^..^^.^^.^^...4p\W$4\P!R4pR V\\^44\\^44\\^443&\\P!^4\P!^4\P!^4.^4wr#\W(4R #uupi)r:rGTr)r8g(@rIg@rrr*N)rr:r;)rr;rs)rrsr:)r:r:r;)r:r;rs)r:rsrs)r-r.r.rO)rr'r)rrr')r'rrr)rrr-)rr'r-r.)r-r.r/)rr'rr)rrr'r)r'rrr)r/r.r-)rhrhrh) rr1rrrZallrZsplitZsqueezerkZlistrHrB) rr]Hr3ZanswerZedr^ZzrrErr&ZTestHistogramdd.test_simplesI HHno~$oH Iq)')1g1v1v%>@Iy)<%y)<>?1%, 5q48qSL()*q)')1g1v1v%>'+-L, E(, EGH!!b[!4%'HHQ$: ;$:qRZZ]$: ; Ir1g1v1v%>@QFQFQF3FQFQF3FQFQF3FQFQF356 1% HHY <>$uQx.$uQx.$uQx. 89 ! biilBIIaLI1M1  )r>r/rh)rhr>r/)r/r>rh)r>rhr/)r/rhr>rrrrrZshaperr)Zrr$rr3r_r test_shape_3dZTestHistogramdd.test_shape_3dsC IINN2q !A"1(HA AGGqL !rcsRp\PP^ ^4pVF(p\W#4wrE\ VP V8H4K* R#)rN))rr/rhr>)r/rhrr>)rhr>r/r)rr>rhr/)rhrr>r/)r/r>rrh)r>rhrr/)rrhr/r>)rr/r>rh)r>r/rrh)r>rrhr/)r/r>rhr)r/rrhr>)rhr/r>r)rhrr/r>)r>rr/rh)r>rhr/r)r/rr>rh)r/rhr>r)rr>r/rh)rhr/rr>)rhr>rr/)r>r/rhr)rrhr>r/rrr_r test_shape_4dZTestHistogramdd.test_shape_4dsFH IINN2q !A"1(HA AGGqL !rcs\PP^d^4p\V4wr#\VRR7wrC\V\P!^d4R7wrS\ WR4\V\P!^d4^,RR7wrS\ WT4\V\P!^d\ 4^,R7wrS\ V^V,4R#)rTr7rSrfN)rrrrrUrrV)rr"r2r3Zn_histZw_histr_rroZTestHistogramdd.test_weightss IINN3 "!!n #At4 #Arwws|< 6(#Arwws|a/?N 6*#ArwwsC/@1/DE 61t8,rcs\P!R\4p\V^R7wr#\ V^,\P !.RO44R#)r?r(N)r?r-)rr@r:)rrkrVrrr1)rr]r2r3rXrtest_identical_samplesZ&TestHistogramdd.test_identical_sampless7 HHWc "!!!, 58RXXo%>?rcs\...^^.^^.3R7wr\V\P!R..44\P!....^R7wr\V\P!R44R#)rr(r@N)r-r-r-)rr rr1rkrzr{rr|ZTestHistogramdd.test_emptyscB8Aq6Aq6*:;Q2$ 01~~r2rl3Q 34rc sz\P!^4P^^4p\\\P V.ROR7\\\P V.ROR7\\\P V^^^.RO.R7\ \P !V^^^.RO.R74R#)rr(N)rOr-r/rh)r'gGz?r'r')r'r-r.ir,)rrBreshaper r0rr)rr]rwrtest_bins_errorsZ TestHistogramdd.test_bins_errorss} IIaL A &j"..!-Hj"..!/J Aq-0H Jq1a'>?@rc s\P!RR7;_uu_4\P!^4P^^4p\P!^^.^^.^^..4p\P !V^\P )^^ ..R7wr4\W24\P !V^\P!R^\P .4.R7wr4\W24\P !V^\P )^\P ..R7wr4\W24RRR4R# +'giR#;i)Zignore)Zinvalidr(NrO)rZerrstaterBrr1rrCr)rr]Zexpectedr4r5r%rtest_inf_edgesZTestHistogramdd.test_inf_edgess [[ * * ! $$Q*Axx!Q!Q!Q 89H>>!1w2.>*?@DA A (>>!1bhhArvv.G*HIDA A (>>!1w266.B*CDDA A (+ * * *s DD<< E csR.p.RO.p\WR7wr4\V^,R8H4\V^,R8H4R.p.RO.p\WR7wr4\V^,R8H4\V^,R8H4R.p.RO.p\WR7wr4\V^,R8H4\V^,R8H4R.p.RO.p\WR7wr4\V^,R8H4\V^,R8H4R#)gG?r@r*r(g8?gqh?N)r@r:r*)rr)rr]r)r2Z_r%rtest_rightmost_binedgeZ&TestHistogramdd.test_rightmost_binedges Na+Q3Q2  Ea+Q3Q2  Na+Q3Q3 Ha+Q3Q3rc s(\PPR4p\VRR.RR.RR..R7\\\VRR.RR.R\P ..R7\\\VRR.\P R.RR..R7R#) rr@r*r<rr:rGN)rr.)rrrr r0rCrrrwrrZ!TestHistogramdd.test_finite_rangesyy)D#sdD\D#; GHj+t!3Z$bff~F Hj+t!3Z"&&$$E Grc s\P!.RO4p\P!.RO4p\P!.RO4p^p\W3W43R7wrV\P!R.R..4p\WW4R#)z9Test that adjacent entries in an edge array can be equal r(r+r*N)rr'r-)rr-r-rr1rr )rr]r^x_edgesy_edgesr2r3Z hist_expectedrdrtest_equal_edgesZ TestHistogramdd.test_equal_edgessk HHY  HHY ((9%!1&/AB  D D"   T)rc sH\P!.RO4pV^ , p\P!.RO4pV^ , p\W3W43R7wrV\V^,PVP4\V^,PVP4R#)z;Test that if an edge array is input, its type is preserved r(N)rr?r)rrhir)rr1rr rT)rr]r^rrr2r3rrtest_edge_dtypeZTestHistogramdd.test_edge_dtypeso HH[ ! F((>*B,!1&/AB U1X^^W]]3U1X^^W]]3rcs Rp\P!^.\P4p\P!R^.\P4pW,pW,p\W$3W53R7wrg\ VR,^4R#)r-r(NlrO)rr)rr1Zint64rr )rZbigr]rr^rr2r3rdrtest_large_integersZ#TestHistogramdd.test_large_integers)sd HHaS"(( #((B8RXX. G-!1&/AB T$Z#rcs"\P!.RO4p\P!.RO4p\P!^^ .^^..4p\P!^.^.^,,^.^,,^.^ ,,4p\P!^.^.^,,^.^,,^.^ ,,4p\WT3W!3R7wrg\Wc4\WT3W!3RR7wrg\VR4R#)rr(TrN)rr-r)rr>rg?r)rrrZrelative_areasr]r^r2r3rdrtest_density_non_uniform_2dZ+TestHistogramdd.test_density_non_uniform_2d5s((9%((9% F F# HHaSA37]aS1W,sQw6 7 HHaSA37]aS1W,sQw6 7"1&/AB T*"1&/A4P T;'rcs\P!^ 4p\P!.RO4p\WRR7wr4\ V3V3RR7wrV\ W54\ WF^,4R#)r?Tr7Nr=)rrBr1rrr )rr"r)r2r3Zhist_ddZedges_ddrrtest_density_non_uniform_1dZ+TestHistogramdd.test_density_non_uniform_1dPsU IIbMxx()6 'tgtDT#UQK(rrN)rrrrr&rrrorr|rrrrrrrrrrrrrrrrsY#!J" " -@ 5 A ) .G * 4 $(6))rr)rZnumpyrrrrZ numpy.testingrrrrrr r r r r rrrrrrrsF ==   ]"]"~ R8R8jP)P)r