ó —W[c@sdZddlmZddlZddlZddlmZmZeej ƒdkZ eej ƒdkZ dd d d d d ddgZ ddddddddddddddddd d!gZ e rùe jd"d#d$d%d&d'd(d)d*g ƒnd+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;d<d=gZd>d?d@dAdeddB„ZdC„ZdD„ZdddE„ZdddF„ZddddG„ZddddH„ZdIefdJ„ƒYZdKefdL„ƒYZdMefdN„ƒYZddedO„ZdS(PsGControl plot style and scaling using the matplotlib rcParams interface.iÿÿÿÿ(t LooseVersionNi(tpalettest_orig_rc_paramss1.5.0s2.0tsettreset_defaultst reset_origt axes_stylet set_styletplotting_contextt set_contextt set_palettesaxes.facecolorsaxes.edgecolors axes.gridsaxes.axisbelowsaxes.labelcolorsfigure.facecolors grid.colorsgrid.linestyles text.colors xtick.colors ytick.colorsxtick.directionsytick.directionslines.solid_capstylespatch.edgecolors image.cmaps font.familysfont.sans-serifspatch.force_edgecolors xtick.bottoms xtick.tops ytick.lefts ytick.rightsaxes.spines.leftsaxes.spines.bottomsaxes.spines.rightsaxes.spines.tops font.sizesaxes.labelsizesaxes.titlesizesxtick.labelsizesytick.labelsizeslegend.fontsizesaxes.linewidthsgrid.linewidthslines.linewidthslines.markersizespatch.linewidthsxtick.major.widthsytick.major.widthsxtick.minor.widthsytick.minor.widthsxtick.major.sizesytick.major.sizesxtick.minor.sizesytick.minor.sizetnotebooktdarkgridtdeeps sans-serifcCsWt||ƒt|di|d6ƒt|d|ƒ|dk rStjj|ƒndS(sšSet aesthetic parameters in one step. Each set of parameters can be set directly or temporarily, see the referenced functions below for more information. Parameters ---------- context : string or dict Plotting context parameters, see :func:`plotting_context` style : string or dict Axes style parameters, see :func:`axes_style` palette : string or sequence Color palette, see :func:`color_palette` font : string Font family, see matplotlib font manager. font_scale : float, optional Separate scaling factor to independently scale the size of the font elements. color_codes : bool If ``True`` and ``palette`` is a seaborn palette, remap the shorthand color codes (e.g. "b", "g", "r", etc.) to the colors from this palette. rc : dict or None Dictionary of rc parameter mappings to override the above. trcs font.familyt color_codesN(R RR tNonetmpltrcParamstupdate(tcontexttstyletpalettetfontt font_scaleRR((s,lib/python2.7/site-packages/seaborn/rcmod.pyR\s   cCstjjtjƒdS(s*Restore all RC params to default settings.N(RRRtrcParamsDefault(((s,lib/python2.7/site-packages/seaborn/rcmod.pyR~scCstjjtƒdS(s@Restore all RC params to original settings (respects custom rc).N(RRRR(((s,lib/python2.7/site-packages/seaborn/rcmod.pyRƒscCsÍ|d4krd„tDƒ}nVt|tƒr7|}n>dddddg}||krttddj|ƒƒ‚nd }d }idd 6|d 6d d6d d6|d6|d6td6dd6|d6dgd6dddddgd6dd6dd 6td!6d"d#6td$6td%6}d&|kr2|jitd'6ƒn|jitd'6ƒ|j dƒr–|jid(d)6dd*6dd+6td,6td-6td.6td/6ƒnš|dkrã|jidd)6|d*6|d+6td,6td-6td.6td/6ƒnM|d5kr0|jidd)6|d*6|d+6td,6td-6td.6td/6ƒn|dkrZ|jitd06td16ƒn|jitd06td16ƒd2„|j ƒDƒ}|d4k r½d3„|j ƒDƒ}|j|ƒnt |ƒ}|S(6sÔReturn a parameter dict for the aesthetic style of the plots. This affects things like the color of the axes, whether a grid is enabled by default, and other aesthetic elements. This function returns an object that can be used in a ``with`` statement to temporarily change the style parameters. Parameters ---------- style : dict, None, or one of {darkgrid, whitegrid, dark, white, ticks} A dictionary of parameters or the name of a preconfigured set. rc : dict, optional Parameter mappings to override the values in the preset seaborn style dictionaries. This only updates parameters that are considered part of the style definition. Examples -------- >>> st = axes_style("whitegrid") >>> set_style("ticks", {"xtick.major.size": 8, "ytick.major.size": 8}) >>> import matplotlib.pyplot as plt >>> with axes_style("white"): ... f, ax = plt.subplots() ... ax.plot(x, y) # doctest: +SKIP See Also -------- set_style : set the matplotlib parameters for a seaborn theme plotting_context : return a parameter dict to to scale plot elements color_palette : define the color palette for a plot cSs i|]}tj||“qS((RR(t.0tk((s,lib/python2.7/site-packages/seaborn/rcmod.pys ­s twhitetdarkt whitegridR ttickssstyle must be one of %ss, s.15s.8sfigure.facecolorsaxes.labelcolortoutsxtick.directionsytick.directions xtick.colors ytick.colorsaxes.axisbelowt-sgrid.linestyles text.colors sans-serifs font.familytArials DejaVu SanssLiberation SanssBitstream Vera Sanssfont.sans-seriftroundslines.solid_capstyletwspatch.edgecolorspatch.force_edgecolortrockets image.cmaps xtick.tops ytick.righttgrids axes.grids#EAEAF2saxes.facecolorsaxes.edgecolors grid.colorsaxes.spines.leftsaxes.spines.bottomsaxes.spines.rightsaxes.spines.tops xtick.bottoms ytick.leftcSs+i|]!\}}|tkr||“qS((t _style_keys(RRtv((s,lib/python2.7/site-packages/seaborn/rcmod.pys s cSs+i|]!\}}|tkr||“qS((R'(RRR(((s,lib/python2.7/site-packages/seaborn/rcmod.pys "s N(RR( RR't isinstancetdictt ValueErrortjointTruetFalseRt startswithtitemst _AxesStyle(RRt style_dicttstylest dark_grayt light_grayt style_object((s,lib/python2.7/site-packages/seaborn/rcmod.pyRˆs’$                      cCs#t||ƒ}tjj|ƒdS(s½Set the aesthetic style of the plots. This affects things like the color of the axes, whether a grid is enabled by default, and other aesthetic elements. Parameters ---------- style : dict, None, or one of {darkgrid, whitegrid, dark, white, ticks} A dictionary of parameters or the name of a preconfigured set. rc : dict, optional Parameter mappings to override the values in the preset seaborn style dictionaries. This only updates parameters that are considered part of the style definition. Examples -------- >>> set_style("whitegrid") >>> set_style("ticks", {"xtick.major.size": 8, "ytick.major.size": 8}) See Also -------- axes_style : return a dict of parameters or use in a ``with`` statement to temporarily set the style. set_context : set parameters to scale plot elements set_palette : set the default color palette for figures N(RRRR(RRR6((s,lib/python2.7/site-packages/seaborn/rcmod.pyR+sc s½|d'krd„tDƒ‰n\t|tƒr7|‰nDddddg}||krqtddj|ƒƒ‚nidd 6dd 6dd 6d d 6d d6d d6dd6dd6dd6dd6dd6dd6dd6dd6dd6dd6dd6dd 6dd!6}tdd"dddddd#ƒ|‰‡fd$†|jƒDƒ‰d d dd dd g}‡‡fd%†|Dƒ}ˆj|ƒ|d'k r­d&„|jƒDƒ}ˆj|ƒntˆƒ}|S((sBReturn a parameter dict to scale elements of the figure. This affects things like the size of the labels, lines, and other elements of the plot, but not the overall style. The base context is "notebook", and the other contexts are "paper", "talk", and "poster", which are version of the notebook parameters scaled by .8, 1.3, and 1.6, respectively. This function returns an object that can be used in a ``with`` statement to temporarily change the context parameters. Parameters ---------- context : dict, None, or one of {paper, notebook, talk, poster} A dictionary of parameters or the name of a preconfigured set. font_scale : float, optional Separate scaling factor to independently scale the size of the font elements. rc : dict, optional Parameter mappings to override the values in the preset seaborn context dictionaries. This only updates parameters that are considered part of the context definition. Examples -------- >>> c = plotting_context("poster") >>> c = plotting_context("notebook", font_scale=1.5) >>> c = plotting_context("talk", rc={"lines.linewidth": 2}) >>> import matplotlib.pyplot as plt >>> with plotting_context("paper"): ... f, ax = plt.subplots() ... ax.plot(x, y) # doctest: +SKIP See Also -------- set_context : set the matplotlib parameters to scale plot elements axes_style : return a dict of parameters defining a figure style color_palette : define the color palette for a plot cSs i|]}tj||“qS((RR(RR((s,lib/python2.7/site-packages/seaborn/rcmod.pys ys tpaperR ttalktposterscontext must be in %ss, i s font.sizesaxes.labelsizesaxes.titlesizei sxtick.labelsizesytick.labelsizeslegend.fontsizegô?saxes.linewidthisgrid.linewidthgø?slines.linewidthislines.markersizespatch.linewidthsxtick.major.widthsytick.major.widthsxtick.minor.widthsytick.minor.widthsxtick.major.sizesytick.major.sizeisxtick.minor.sizesytick.minor.sizegš™™™™™é?ics#i|]\}}|ˆ|“qS(((RRR((tscaling(s,lib/python2.7/site-packages/seaborn/rcmod.pys ¢s cs!i|]}ˆ|ˆ|“qS(((RR(t context_dictR(s,lib/python2.7/site-packages/seaborn/rcmod.pys §s cSs+i|]!\}}|tkr||“qS((t _context_keys(RRR(((s,lib/python2.7/site-packages/seaborn/rcmod.pys ¬s N( RR<R)R*R+R,R0Rt_PlottingContext(RRRtcontextst base_contextt font_keyst font_dicttcontext_object((R;RR:s,lib/python2.7/site-packages/seaborn/rcmod.pyRLsL,    %    cCs&t|||ƒ}tjj|ƒdS(s&Set the plotting context parameters. This affects things like the size of the labels, lines, and other elements of the plot, but not the overall style. The base context is "notebook", and the other contexts are "paper", "talk", and "poster", which are version of the notebook parameters scaled by .8, 1.3, and 1.6, respectively. Parameters ---------- context : dict, None, or one of {paper, notebook, talk, poster} A dictionary of parameters or the name of a preconfigured set. font_scale : float, optional Separate scaling factor to independently scale the size of the font elements. rc : dict, optional Parameter mappings to override the values in the preset seaborn context dictionaries. This only updates parameters that are considered part of the context definition. Examples -------- >>> set_context("paper") >>> set_context("talk", font_scale=1.4) >>> set_context("talk", rc={"lines.linewidth": 2}) See Also -------- plotting_context : return a dictionary of rc parameters, or use in a ``with`` statement to temporarily set the context. set_style : set the default parameters for figure style set_palette : set the default color palette for figures N(RRRR(RRRRB((s,lib/python2.7/site-packages/seaborn/rcmod.pyR µs%t _RCAestheticscBs#eZd„Zd„Zd„ZRS(cs6tj‰‡fd†|jDƒ|_|j|ƒdS(Ncsi|]}ˆ||“qS(((RR(R(s,lib/python2.7/site-packages/seaborn/rcmod.pys ás (RRt_keyst_origt_set(tself((Rs,lib/python2.7/site-packages/seaborn/rcmod.pyt __enter__ßs cCs|j|jƒdS(N(RFRE(RGtexc_typet exc_valuetexc_tb((s,lib/python2.7/site-packages/seaborn/rcmod.pyt__exit__äscs%tjˆƒ‡‡fd†ƒ}|S(Ncsˆˆ||ŽSWdQXdS(N((targstkwargs(tfuncRG(s,lib/python2.7/site-packages/seaborn/rcmod.pytwrapperès(t functoolstwraps(RGRORP((RORGs,lib/python2.7/site-packages/seaborn/rcmod.pyt__call__çs!(t__name__t __module__RHRLRS(((s,lib/python2.7/site-packages/seaborn/rcmod.pyRCÞs  R1cBs eZdZeZeeƒZRS(s1Light wrapper on a dict to set style temporarily.(RTRUt__doc__R'RDt staticmethodRRF(((s,lib/python2.7/site-packages/seaborn/rcmod.pyR1ïsR=cBs eZdZeZeeƒZRS(s3Light wrapper on a dict to set context temporarily.(RTRURVR<RDRWR RF(((s,lib/python2.7/site-packages/seaborn/rcmod.pyR=õscCs tj|||ƒ}trJddlm}|d|ƒ}|tjd>> set_palette("Reds") >>> set_palette("Set1", 8, .75) See Also -------- color_palette : build a color palette or set the color cycle temporarily in a ``with`` statement. set_context : set parameters to scale plot elements set_style : set the default parameters for figure style iÿÿÿÿ(tcyclertcolorsaxes.prop_cyclesaxes.color_cycleispatch.facecolorN( Rt color_palettet mpl_ge_150RXRRtlisttset_color_codesR+(Rtn_colorstdesatRtcolorsRXtcyl((s,lib/python2.7/site-packages/seaborn/rcmod.pyR ûs  (RVtdistutils.versionRRQt matplotlibRtRRt __version__R[tmpl_ge_2t__all__R'textendR<R-RRRRRRRR R*RCR1R=R.R (((s,lib/python2.7/site-packages/seaborn/rcmod.pytsŠ         !  £!i)