|:iqSrSSKrSSKrSSKrSSKrSSKJr SSKJrJ r SSK J r SSK r SSKrSSKrSSKJr SSKJr SSKJr SSKJr SS KJr SS KJr /S QrS r \ S 3r!Sr"Sr#S/Sjr$Sr%Sr&S0Sjr'Sr(Sr)Sr*S1Sjr+Sr,Sr-S2Sjr.Sr/S3Sjr0S4Sjr1Sr2Sr3S r4S!r5S"r6S5S#jr7S$r8S%r9S&r:S'r;\S(5r4S,jr?S-r@S.rAg)6z+Utility functions, mostly for internal use.N)contextmanager)urlopen urlretrieve) ModuleType)to_rgb)normalize_kwargs) deprecated)Version)user_cache_dir) desaturatesaturateset_hls_values move_legenddespineget_dataset_names get_data_home load_datasetz=https://raw.githubusercontent.com/mwaskom/seaborn-data/masterz/dataset_names.txtcT[R"U5RSS5n[R"U5n/n[ [R "U55H&unupEXnXd- nXV- nUR Xx/5 M( [R"U5RnU$)aSConvert intervals to error arguments relative to plot heights. Parameters ---------- cis : 2 x n sequence sequence of confidence interval limits heights : n sequence sequence of plot heights Returns ------- errsize : 2 x n array sequence of error size relative to height values in correct format as argument for plt.bar ) np atleast_2dreshape atleast_1d enumerate transposeappendasarrayT) cisheightserrsizeilowhighhelowehighs P/srv/projetos/modelo_ml_acdoc/venv/lib/python3.13/site-packages/seaborn/utils.py ci_to_errsizer*s" --  $ $Q +CmmG$GG#BLL$56;C Jw}% 7 jj!##G NcURR5 UR(a+URURR55 gg![a gf=f)z>Force draw of a matplotlib figure, accounting for back-compat.N)canvasdrawstale get_rendererAttributeError)figs r) _draw_figurer3:sPJJOO yy  HHSZZ,,. /   s)A A%$A%c^UbgTR5mTRSS5 UbUS:a [X$5nU$URS:Xaa[ T[ R R5RS5nU"//SSUS9unUR5nUR5 GOURS:Xa[U4S jS 55n[R"U[R5=pxU"Xx40TD6nUR5n [!U 5(dSn O%[R""U S S 9R$S S:Hn S T;aU (a['U S 5nUR5 OURS:XayU"[R/[R/40TD6un['UR)55nUR5 UR*R,RS5 OlURS:Xa\[ T[ R.R05mU"//40TD6nUR)5n ['U S 5nUR5 US:a [X$5nU$)zFIf needed, get a default color by using the matplotlib property cycle.NlabelplotcolorF)scalexscaleyr8scatterc3># UH8n[R"TRU/55RSv M: g7f)rN)rrgetshape).0keykwss r) !_default_color..cs7 B MM#''#r* + 1 1! 4BsAA)scfc facecolor facecolorsr)axisrEbarr fill_between)copypopr __name__rmpllinesLine2Dr= get_colorremovemaxrfullnanget_facecolorslenuniquer>r get_facecolor__self__ containers collectionsPolyCollection) methodhuer8rA saturationscout scout_sizescout_xscout_yrH single_colorrGs ` r)_default_colorrgEs   ((*CGGGT  >u1E F " cii&6&67;;GDBuU%H!  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Parameters ---------- color : matplotlib color hex, rgb-tuple, or html color name h, l, s : floats between 0 and 1, or None new values for each channel in hls space Returns ------- new_color : rgb tuple new color code in RGB tuple representation )rlistrjrkrrl)r8r&rorDrnvalsr#vals r)rrsZ" -C ##S) *DQ1I& ?G'   t $C Jr+c Sn[R"U[5 [R"5nUR "U40UD6 UR "U40UD6 g)zSGrab current axis and label it. DEPRECATED: will be removed in a future version. zCThis function is deprecated and will be removed in a future versionN)warningswarn FutureWarningpltgca set_xlabel set_ylabel)xlabelylabelkwargsmsgaxs r)axlabelrsE PC MM#}% BMM&#F#MM&#F#r+c4U[R"U5$)a#Helper method for removing null values from data vectors. Parameters ---------- vector : vector object Must implement boolean masking with [] subscript syntax. Returns ------- clean_clean : same type as ``vector`` Vector of data with null values removed. May be a copy or a view. )pdnotnull)vectors r) remove_nars "**V$ %%r+ct[RSnSUR;aUR5S$S/$)zReturn the list of colors in the current matplotlib color cycle Parameters ---------- None Returns ------- colors : list List of matplotlib colors in the current cycle, or dark gray if the current color cycle is empty. zaxes.prop_cycler8z.15)rOrcParamskeysby_key)cyclers r)get_color_cyclers6\\+ ,F'.&++'=6==?7 #JE7Jr+c Uc#Uc [R"5RnOUb URnOUbU/nWGH}n SHtn [5U (+n U RU R U 5 UcM8U (dMAUR U S5n U RU RSU 45 Mv U(aU(d[SU RR55n [SU RR55nU RRS5 U RRHnURR U 5 M U RRHnURR U5 M U(aU(d[SU RR55n [S U RR55nU RRS 5 U RRHnURR U 5 M U RRHnURR U5 M U(dGMR[ R""U R%55nUR&(a[ R("U[+U R-55:U5Sn[ R("U[/U R-55:*U5S nU RS R1UU5 U RS R1UU5 UR)UU:*5nUR)UU:5nU R3U5 [ R""U R555nUR&(dGM[ R("U[+U R755:U5Sn[ R("U[/U R755:*U5S nU RS R1UU5 U RSR1UU5 UR)UU:*5nUR)UU:5nU R9U5 GM g![a Un GN8f=f)aRemove the top and right spines from plot(s). fig : matplotlib figure, optional Figure to despine all axes of, defaults to the current figure. ax : matplotlib axes, optional Specific axes object to despine. Ignored if fig is provided. top, right, left, bottom : boolean, optional If True, remove that spine. offset : int or dict, optional Absolute distance, in points, spines should be moved away from the axes (negative values move spines inward). A single value applies to all spines; a dict can be used to set offset values per side. trim : bool, optional If True, limit spines to the smallest and largest major tick on each non-despined axis. Returns ------- None N)toprightleftbottomroutwardc3V# UHnURR5v M! g7fN tick1line get_visibler?ts r)rBdespine..C'.A '')).')c3V# UHnURR5v M! g7frrrs r)rBrGrrrc3V# UHnURR5v M! g7frrrs r)rBrRrrc3V# UHnURR5v M! g7frrrs r)rBrVrrrrrr)rzgcfaxeslocalsspines set_visibler=r1 set_positionanyyaxis majorTicks minorTicksset_ticks_position tick2linexaxisrr get_xtickssizecompressminget_xlimrT set_bounds set_xticks get_yticksget_ylim set_yticks)r2rrrrroffsettrimrax_iside is_visiblerumaj_onmin_onrxticks firstticklastticknewticksytickss r)rrs2 {rzwwy~~ xx t6D#Xd^+J KK  ) )* 5!jj! **T1-C D!.. 3/?@7 ..F..F JJ ) )' 2ZZ** ''/+ZZ** ''/+ #..F..F JJ ) )% 0ZZ** ''/+ZZ** ''/+ 4ZZ 12F{{KK#dmmo2F(F(.0013 ;;vT]]_1E'E'-//13 H%00HE E"--iB!??6X+=>#,,X-BC)ZZ 12F{{{KK#dmmo2F(F(.0013 ;;vT]]_1E'E'-//13 F#..y(C G$// 8D!??6X+=>#,,X-BC)G&! C!sS SSc SSKJn [X5(a#URnURRnO[U[ R R5(aURnURnOf[U[ RR5(a0UR(aURSnOSnURnO Sn[U5eUcUS3n[U5eSSK Jn U"U5nUR5V s/sHoR!5PM n n UR#SS5=n b'[%U 5[%U 5:wa S n[U5eU n [&R("[ RR*5R,n UR/5R15V Vs0sHupX;dM X_M nn nUR#S 5 UR#S 5nS U;a UR3UR#S 55 UR15V Vs0sHupU R5S 5(dMX_M! nn nUR15H.unnUR6"S0US SU0D6 UR#U5 M0 UR9SUR:R=55 UR?U5 URA5 U"X4SU0UD6nURCUR!5URE55 [X5(aUUl#ggs sn fs snn fs snn f)a Recreate a plot's legend at a new location. The name is a slight misnomer. Matplotlib legends do not expose public control over their position parameters. So this function creates a new legend, copying over the data from the original object, which is then removed. Parameters ---------- obj : the object with the plot This argument can be either a seaborn or matplotlib object: - :class:`seaborn.FacetGrid` or :class:`seaborn.PairGrid` - :class:`matplotlib.axes.Axes` or :class:`matplotlib.figure.Figure` loc : str or int Location argument, as in :meth:`matplotlib.axes.Axes.legend`. kwargs Other keyword arguments are passed to :meth:`matplotlib.axes.Axes.legend`. Examples -------- .. include:: ../docstrings/move_legend.rst r)GridrNzC`obj` must be a seaborn Grid or matplotlib Axes or Figure instance.z has no legend attached.)get_legend_handleslabelsz4Length of new labels does not match existing legend.bbox_to_anchortitletitle_frameonloc)$seaborn.axisgridr isinstancelegendfigurerOrAxeslegend_Figurelegends TypeErrorriseaborn._compatr get_textsget_textrMrXinspect signatureLegend parameters propertiesitemsset_text startswithset setdefault legendPatchrupdaterS set_titleget_fontproperties_legend)objrrr old_legend legend_funcerrrhandlesrr new_labels legend_kwskvpropsr title_kwargsr@ru new_legends r)rr{s@&#ZZ jj'' C ' '[[ jj C** + + ;;RJJjj Sn-.o3 ,G$.$8$8$: ;$:qjjl$:F ;jj400 = z?c&k )HCS/ !""3::#4#45@@J(335;;= Q=daTQT=E Q II IIg E& vzz'*+%+\\^N^TQq||H7MDAD^LN &&(S #SWcN# 3)  i!7!7!C!C!EF LLW?#??J)5+C+C+EF#  I< ROsM MM8M M c[UR5X-- US5n[UR5X--US5n[R"XVU5nU$)z0Establish support for a kernel density estimate.rr6)rTrrlinspace)databwgridsizecutclip support_min support_maxsupports r) _kde_supportrsQdhhj28+T!W5Kdhhj28+T!W5Kkk+H=G Nr+cPSUS- - SUS- -4n[R"XU5$)z2Return a percentile range from an array of values.2r)r nanpercentile)awhichrIps r)cirs/ UQYUQY&A  A$ ''r+c [[5nUR5nSSS5 WR5R S5Vs/sHo"R 5PM nn[ [SU55$!,(df  N_=fs snf)zcReport available example datasets, useful for reporting issues. Requires an internet connection. N )rDATASET_NAMES_URLreaddecodesplitstriprsfilter)resptxtname dataset_namess r)rrsl " #tiik $/2jjl.@.@.FG.FdZZ\.FMG t]+ ,, $ #HsA: B : BcUc)[RRS[S55n[RR U5n[RR U5(d[R"U5 U$)a8Return a path to the cache directory for example datasets. This directory is used by :func:`load_dataset`. If the ``data_home`` argument is not provided, it will use a directory specified by the `SEABORN_DATA` environment variable (if it exists) or otherwise default to an OS-appropriate user cache location. SEABORN_DATAseaborn)osenvironr=r path expanduserexistsmakedirs) data_homes r)rrs\JJNN>>)3LM ""9-I 77>>) $ $ I r+c r[U[R5(a Sn[U5e[SUS3nU(a[ R R[U5[ R RU55n[ R RU5(d(U[5;a[SUS35e[XV5 UnOUn[R"U40UD6nURSR!5R#5(aURSSnUS:Xa~[R$"US /S Q5US '[R$"US S S /5US '[R$"USSS/5US'[R$"USSS/5US'U$US:Xa;USR&SSn [R$"XR)55US'U$US:Xa_[R$"US/SQ5US'[R$"US/SQ5US'[R$"USSS/5US'U$US:XaG[R$"US/S Q5US'[R$"US![+S"55US!'U$US#:Xa"US R&R-5US 'U$US$:Xa_[R$"US%/S&Q5US%'[R$"US'/S(Q5US''[R$"US)/S*Q5US)'U$US+:Xa:[R."US,5US,'[R."US-5US-'U$US.:Xa[R."US/5US/'U$US0:Xa[R."US/5US/'U$)1a*Load an example dataset from the online repository (requires internet). This function provides quick access to a small number of example datasets that are useful for documenting seaborn or generating reproducible examples for bug reports. It is not necessary for normal usage. Note that some of the datasets have a small amount of preprocessing applied to define a proper ordering for categorical variables. Use :func:`get_dataset_names` to see a list of available datasets. Parameters ---------- name : str Name of the dataset (``{name}.csv`` on https://github.com/mwaskom/seaborn-data). cache : boolean, optional If True, try to load from the local cache first, and save to the cache if a download is required. data_home : string, optional The directory in which to cache data; see :func:`get_data_home`. kws : keys and values, optional Additional keyword arguments are passed to passed through to :func:`pandas.read_csv`. Returns ------- df : :class:`pandas.DataFrame` Tabular data, possibly with some preprocessing applied. zThis function accepts only strings (the name of an example dataset). You passed a pandas DataFrame. If you have your own dataset, it is not necessary to use this function before plotting./z.csv'z%' is not one of the example datasets.rNtipsday)ThurFriSatSunsexMaleFemaletimeLunchDinnersmokerYesNoflightsmonthexercise)z1 minz15 minz30 minkind)restwalkingrunningdietzno fatzlow fattitanicclass)FirstSecondThirddeckABCDEFGpenguinsdiamondsr8)DEFGHIJclarity)IFVVS1VVS2VS1VS2SI1SI2I1r)IdealPremiumz Very GoodGoodFairtaxispickupdropoffseaiceDatedowjones)rr DataFramerDATASET_SOURCErrjoinrbasenamerrrirread_csvilocisnullall CategoricalstrrYrsr to_datetime) rcacherrArurl cache_path full_pathdfmonthss r)rr suF$ %% H n  AdV4 (C WW\\- ":BGG\rSrSrU4SjrSrg)-locator_to_legend_entries..dummy_axisic>T$rr)selflimitss r)get_view_interval?locator_to_legend_entries..dummy_axis.get_view_intervalsMr+rN)rN __module__ __qualname____firstlineno__r__static_attributes__)rsr) dummy_axisr|s   r+rF) tick_valuesastyperrOticker LogLocator LogFormatterScalarFormatter set_useOffsetset_scientificrI format_ticks)locatorrdtype raw_levelsror formatterformatted_levelss ` r)locator_to_legend_entriesrs$$f-44U;J(MZq >!a6!9n!ZJM'3::0011JJ++- JJ..0  &  '\IN --j9  ''%Ns C<C<C<c [RRRU5SS2SS24n[R "US:*US- US-S- S-5nUR /SQ5nUR5$![a Us$f=f) zCalculate the relative luminance of a color according to W3C standards Parameters ---------- color : matplotlib color or sequence of matplotlib colors Hex code, rgb-tuple, or html color name. Returns ------- luminance : float(s) between 0 and 1 Nr3g#?gףp= )@g)\(?gzG?g333333@)gz6?g,C?g]m{?) rOcolorscolorConverter to_rgba_arrayrwheredotitemri)r8rnlums r)relative_luminancers ** # # 1 1% 8BQB ?C ((3&=#+tu0D/L MC ''' (Cxxz  s.A>> B  B c[U[5(aU$URSS9$![a [U5s$f=f)aReturn a string representing a Python object. Strings (i.e. type ``str``) are returned unchanged. Byte strings (i.e. type ``bytes``) are returned as UTF-8-decoded strings. For other objects, the method ``__str__()`` is called, and the result is returned as a string. Parameters ---------- obj : object Any Python object Returns ------- s : str UTF-8-decoded string representation of ``obj`` zutf-8)encoding)rrfr r1)rs r)to_utf8rsD*#s zz7z++ 3xs(AAc ^U(aTb[U4SjU55(+nOTU;nU(a[SUSUS[T5S35eT$)z+Raise if value for param is not in options.c3t># UH-n[U[5(dMTRU5v M/ g7fr)rrfr)r?rvalues r)rB"_check_argument..s,Uw!*QPSBT-%**1--ws88zThe value for `z` must be one of z, but z was passed.)rrirepr)paramoptionsrprefixfailures ` r)_check_argumentrsb %#UwUUUw&eW$5gY?;-| -   Lr+c[R"U5Rn[R"U5RnUH!nXT;dM XP;dMXERX'M# U$)zBAssign default kwargs for call_func using values from source_func.)rrrdefault)rA call_func source_funcneededdefaultsrs r)_assign_default_kwargsrs[  y ) 4 4F  -88H  !1!00CJ Jr+c[RRSS5nUR[R R 5SR5nUH|nUR5upEUR5n[SU55(aM>URS5 UR5HnUcMURU5 M M~ g)z Make invisible-handle "subtitles" entries look more like titles. Note: This function is not part of the public API and may be changed or removed. zlegend.title_fontsizeNrc3@# UHoR5v M g7fr)r)r?artists r)rB*adjust_legend_subtitles..s>gF%%''gs) rzrr=findobjrO offsetboxVPacker get_childrenrd set_widthset_size)r font_sizehpackershpack draw_area text_areartexts r)adjust_legend_subtitlesrs   !8$?I~~cmm334Q7DDFH$113 ((*>g>>>    "!..0(MM),1 r+cU[LaBUS:wa<UcSnO US:XaSnOSU4nS[U5S3n[R"U[SS9 U$) a Warn on usage of ci= and convert to appropriate errorbar= arg. ci was deprecated when errorbar was added in 0.12. It should not be removed completely for some time, but it can be moved out of function definitions (and extracted from kwargs) after one cycle. r Nsdrz2 The `ci` parameter is deprecated. Use `errorbar=z` for the same effect. r3) stacklevel)r rrwrxry)errorbarrrs r) _deprecate_cir#sf l 2 :H 4ZHbzH !(^,,D F   c=Q7 Or+c[XS35nUR5nURUR5R4$)z;Return the forward and inverse transforms for a given axis.rI)getattr get_transform transforminverted)rrIaxis_objrs r)_get_transform_functionsr<s@rV4=)H&&(I    2 2 4 > > >>r+c## [RSnS[RS'Sv U[RS'g!U[RS'f=f7f)zBContext manager for preventing rc-controlled auto-layout behavior.zfigure.autolayoutFN)rOr)orig_vals r)_disable_autolayoutrCsK||/0H5,1 () ,4 ()H ()sAAAAAlibversionreturncD[UR5[U5:$)z3Helper function for checking version compatibility.)r __version__)rrs r)_version_predatesrVs 3?? #gg&6 66r+c [U[RR5nUR SS5n[R nSUR SS5[ R"UR SUSS-55UR SURS 55UR S S 5S .UEnUbUS :Xa USUS'OXS'[RR"//40UD6$)N edgecolormarkerorDzlines.markersizerrGr8 linewidthr) linestyler markersizemarkerfacecolormarkeredgewidthfacermarkeredgecolor) rrOr]PathCollectionrMrrsqrtr=rPrQ)rArrcline_kwss r)_scatter_legend_artistr[s 3 > > ?C T*I B''(C(ggcggc2.@+AQ+FGH77;0@A77;2   H  *23D*EH& '*3& ' 99  B /h //r+c^U4SjnU$)Nc>URSS5nUbT(aXS'O XS'SUS'[RR"S0UD6$)Nr8rGrnone))rrrr)rMrOpatches Rectangle)rAr8fills r) legend_artist/_get_patch_legend_artist..legend_artistusN&  #(K #(K #)K {{$$9S99r+r)rrs` r)_get_patch_legend_artistrss : r+)r6)NNN)NNTTFFNF)_Nr)TN)F)B__doc__rrrwrj contextlibrurllib.requestrrtypesrnumpyrpandasr matplotlibrOmatplotlib.colorsrmatplotlib.pyplotpyplotrzmatplotlib.cbookrseaborn._core.typingr seaborn.external.versionr seaborn.external.appdirsr __all__r^r r*r3rgr r rrrrrrrrrrrruryrrrrrrrrrrfboolrrrrr+r)rs$1 %/$-+,3 LQ%&&89<K\$N&"6 $&"K";@,1c*L`!F( -$iX0;"(4,: &-(2?55$7:777 00r+