+ iZtRt^RIt^RIt^RIHt^RIt^RIt^RIH t H t H t ^RI H t ]P!]4t!RR4t!RR]4t!R R ]4t!R R 4t!R R4tR#)a :mod:`~matplotlib.gridspec` contains classes that help to layout multiple `~.axes.Axes` in a grid-like pattern within a figure. The `GridSpec` specifies the overall grid structure. Individual cells within the grid are referenced by `SubplotSpec`\s. Often, users need not access this module directly, and can use higher-level methods like `~.pyplot.subplots`, `~.pyplot.subplot_mosaic` and `~.Figure.subfigures`. See the tutorial :ref:`arranging_axes` for a guide. N)Integral)_api_pylab_helpers _tight_layout)Bboxca]tRt^toRtRRltRt]!RRR7t]!RR R7t R t RR lt RR lt R t RtRtRtRt]R4tRtRRRRRRRR/RltRtVtR#) GridSpecBaseza A base class of GridSpec that specifies the geometry of the grid that a subplot will be placed. Nc \V\4'dV^8:d\RV: 24h\V\4'dV^8:d\RV: 24hWuVnVnVP V4VP V4R#)a7 Parameters ---------- nrows, ncols : int The number of rows and columns of the grid. width_ratios : array-like of length *ncols*, optional Defines the relative widths of the columns. Each column gets a relative width of ``width_ratios[i] / sum(width_ratios)``. If not given, all columns will have the same width. height_ratios : array-like of length *nrows*, optional Defines the relative heights of the rows. Each row gets a relative height of ``height_ratios[i] / sum(height_ratios)``. If not given, all rows will have the same height. z/Number of rows must be a positive integer, not z2Number of columns must be a positive integer, not N) isinstancer ValueError_nrows_ncolsset_height_ratiosset_width_ratios)selfnrowsncols height_ratios width_ratioss&&&&&s/Users/tonyclaw/.openclaw/workspace/skills/math-calculator/venv/lib/python3.14/site-packages/matplotlib/gridspec.py__init__GridSpecBase.__init__ s%**eqjA%KM M%**eqjDUINP P#(  T[ }- l+c\\\VP44^8wdRVP: 2MRp\\VP44^8wdRVP: 2MRpRP VP P VPVPW,R7#)z, height_ratios=z, width_ratios=z&{clsname}({nrows}, {ncols}{optionals}))clsnamerr optionals) lenset_row_height_ratios_col_width_ratiosformat __class____name__r r )r height_arg width_args& r__repr__GridSpecBase.__repr__9sS!8!89:a?))@)@(CDEG C 6 678A='t'='=&@ACE 7>>NN++++++ , ? rcVP#N)r rs&rGridSpecBase.E$++rzThe number of rows in the grid.)doccVP#r*)r r+s&rr,r-Gr.rz"The number of columns in the grid.c 2VPVP3#)zG Return a tuple containing the number of rows and columns in the grid. )r r r+s&r get_geometryGridSpecBase.get_geometryJs{{DKK''rcR#r*)rfigures&&rget_subplot_paramsGridSpecBase.get_subplot_paramsPs rc BVwrEWWB,1WUV,13,pV#)a Create and return a `.SubplotSpec` instance. Parameters ---------- loc : (int, int) The position of the subplot in the grid as ``(row_index, column_index)``. rowspan, colspan : int, default: 1 The number of rows and columns the subplot should span in the grid. r5)rlocrowspancolspanloc1loc2 subplotspecs&&&& rnew_subplotspecGridSpecBase.new_subplotspecTs,  ,d<.??@ rc Vf^.VP,pM%\V4VP8wd \R4hWnR#)z Set the relative widths of the columns. *width_ratios* must be of length *ncols*. Each column gets a relative width of ``width_ratios[i] / sum(width_ratios)``. NzTExpected the given number of width ratios to match the number of columns of the grid)r rr r!)rrs&&rrGridSpecBase.set_width_ratiosdsF  3,L  $++ -GH H!-rc VP#)zW Return the width ratios. This is *None* if no width ratios have been set explicitly. )r!r+s&rget_width_ratiosGridSpecBase.get_width_ratiosrs %%%rc Vf^.VP,pM%\V4VP8wd \R4hWnR#)z Set the relative heights of the rows. *height_ratios* must be of length *nrows*. Each row gets a relative height of ``height_ratios[i] / sum(height_ratios)``. NzRExpected the given number of height ratios to match the number of rows of the grid)r rr r )rrs&&rrGridSpecBase.set_height_ratioszsF  C$++-M  4;; .DE E"/rc VP#)zY Return the height ratios. This is *None* if no height ratios have been set explicitly. )r r+s&rget_height_ratiosGridSpecBase.get_height_ratioss &&&rc VP4wr#VPV4pVPpVPpVPpVP pVP p VPp We, p W, p WW^, ,,, p W,pW,\VP4, pVPUu.uF pVV,NK pp^.V.V^, ,,p\P!\P!VV.4P4pWW^, ,,, pV V,pVV,\VP4, pVPUu.uF pVV,NK pp^.V.V^, ,,p\P!\P!VV.4P4pVV, PR4P wppVV,PR4P wppVVVV3#uupiuupi)a Return the positions of the grid cells in figure coordinates. Parameters ---------- fig : `~matplotlib.figure.Figure` The figure the grid should be applied to. The subplot parameters (margins and spacing between subplots) are taken from *fig*. Returns ------- bottoms, tops, lefts, rights : array The bottom, top, left, right positions of the grid cells in figure coordinates. ))r2r7leftrightbottomtopwspacehspacesumr npcumsum column_stackflatr!reshapeT)rfigrrsubplot_paramsrOrPrQrRrSrT tot_width tot_heightcell_hsep_hnormr cell_heights sep_heightscell_hscell_wsep_w cell_widths sep_widthscell_wsfig_tops fig_bottoms fig_lefts fig_rightss&& rget_grid_positionsGridSpecBase.get_grid_positionss ((* 005""$$&&  &&&&L \ vQw'778~D$;$; <<*.*A*AB*AQD*A BceWa01 ))BOO[,,GHMMNfAg&667~D$:$: ;;)-)?)?@)?Aq4xx)? @SUGuQw/0 ))BOOZ,EFKKL!$w 7 7 @ B B+!% 8 8 A C C :Hi;;CAs H< Ic VP4FcpVP4pVfK\VR4'dVP4P4pVP 4W38XgKaVu# \ WVR7#)zW Check if the figure already has a gridspec with these dimensions, or create a new one get_topmost_subplotspecr6)get_axes get_gridspechasattrrsr2GridSpec)r6rraxgss&&& r_check_gridspec_exists#GridSpecBase._check_gridspec_existssr //#B"B~2899 335BBDB??$6I$V44rc 2VP4wr#Rp\V\4'd1VwrV\P !T!YR^4T!Yc^4.Y#34wrMV!WV,R4wr\ WV 4# \dp\R4ThRp?ii;i)z,Create and return a `.SubplotSpec` instance.c(Tp\V\4'd0VPV4wrEpWT8d WE^, 3#\R4hV^8d W,p^Tu;8:d V8dW3#Ve\RV RV RV 24h\RV RV 24h)rz=GridSpec slice would result in no space allocated for subplotzindex z is out of bounds for axis z with size z) is out of bounds for GridSpec with size )r sliceindices IndexError)keysizeaxisorig_keystartstop_s&&& r _normalize,GridSpecBase.__getitem__.._normalizesH#u%%!$T!2Q< (?* "9::7*C?d?8O#%$vhZ8--1F+dV&EFF%vhZ8;;?&&BCCrzUnrecognized subplot specN)r2r tupler rVravel_multi_index SubplotSpec) rrrrrk1k2errnum1num2s && r __getitem__GridSpecBase.__getitem__s((*  C( c5 ! ! G--Bq):b+CD JD$$C=JD4t,, G !<=3F GsA:: B BBsharexFshareysqueezeT subplot_kwc  VPpVf \R4h\V\4'g V'dRMRp\V\4'g V'dRMRp\P !.R OWR7Vf/pVP 4p\P!VPVP3\R 7p\VP4Fvp\VP4FZpRRRVR,RWg^3,RV^V3,/p W,VR &W,VR &VP!WV3,3/VBWgV3&K\ Kx VR9d&VPFp V PRR 7K VR9d&VPFp V P!RR 7K V'd2VP"^8XdVP%4#VP'4#V#)zy Add all subplots specified by this `GridSpec` to its parent figure. See `.Figure.subplots` for detailed documentation. NzIGridSpec.subplots() only works for GridSpecs created with a parent figureallnonerowcolT)rr)dtyperr)skip_non_rectangular_axes)rrrrFT)r)rr)rr)r6r r strr check_in_listcopyrVemptyr r objectrange add_subplotrY_label_outer_xaxis_label_outer_yaxisritemr) rrrrrr6axarrrr shared_withrys &$$$$ rsubplotsGridSpecBase.subplotss ><= =&#&&$U&F&#&&$U&F E"( 9  J__& $++t{{36B%CT[[)%tUE$K$eFmUE!S&MK '2': 8$'2': 8$"("4"4cN#2&0#23h *& ^ #jj%%%E! ^ #jj%%%E! $)::?5::< G  GLr)r!r r r )NNr*)rr)r$ __module__ __qualname____firstlineno____doc__rr'propertyrrr2r7r@rrErrJrp staticmethodr{rr__static_attributes____classdictcell__ __classdict__s@rrrs ,2  -: ,,.,aS\\"3A"566, .'-"-K))F$6$67KN4;L;LM;La!11;LMN. Ns (B B% c jVPUu.uFp\W4'gKVNK up#uupi)z Return a list of the names of the subplot parameters explicitly set in the GridSpec. This is a subset of the attributes of `.SubplotParams`. )rr)rrs& rlocally_modified_subplot_params(GridSpec.locally_modified_subplot_paramss- ,,A,a0@,AAAs00c  VfVP4p\P!WP\P!VPVR7W#WEVR7pV'dVP !R/VBR#R#)a Adjust subplot parameters to give specified padding. Parameters ---------- figure : `.Figure` The figure. renderer : `.RendererBase` subclass, optional The renderer to be used. pad : float Padding between the figure edge and the edges of subplots, as a fraction of the font-size. h_pad, w_pad : float, optional Padding (height/width) between edges of adjacent subplots. Defaults to *pad*. rect : tuple (left, bottom, right, top), default: None (left, bottom, right, top) rectangle in normalized figure coordinates that the whole subplots area (including labels) will fit into. Default (None) is the whole figure. N) grid_spec)padh_padw_padrectr5) _get_rendererrget_tight_layout_figurerget_subplotspec_listr)rr6rendererrrrrrs&&&&&&& r tight_layoutGridSpec.tight_layoutsd,  ++-H66 KK  . .v{{d K UdD  KK !& ! r)rQr6rTrOrPrRrS) NNNNNNNNNrOrQrPrRrSrTr*)NgHzG?NNN)r$rrrrrrrr7rrrr __classcell__r#rs@@rrxrx/s346lJLQ8.B""rrxcJaa]tRtRtoRtRV3RlltRRltRtRtVt V;t #) GridSpecFromSubplotSpecizl GridSpec whose subplot layout parameters are inherited from the location specified by a given SubplotSpec. c <W@nWPn\V\4'dW0nM \ R4hVPP 4PVn\SV`%WVVR7R#)a Parameters ---------- nrows, ncols : int Number of rows and number of columns of the grid. subplot_spec : SubplotSpec Spec from which the layout parameters are inherited. wspace, hspace : float, optional See `GridSpec` for more details. If not specified default values (from the figure or rcParams) are used. height_ratios : array-like of length *nrows*, optional See `GridSpecBase` for details. width_ratios : array-like of length *ncols*, optional See `GridSpecBase` for details. zVsubplot_spec must be type SubplotSpec, usually from GridSpec, or axes.get_subplotspec.rN) _wspace_hspacer r _subplot_spec TypeErrorrvr6rr) rrr subplot_specrSrTrrr#s &&&&&&&&rr GridSpecFromSubplotSpec.__init__so&  lK 0 0!- NO O((557>>  &2'4  6rc  VPe VPM0VeVPPM\PR,pVP e VP M0VeVPP M\PR,pVPPV4pVPwrVrx\WWWhW2R7#)z1Return a dictionary of subplot layout parameters.zfigure.subplot.hspacezfigure.subplot.wspace)rOrPrQrRrSrT) rrrTrrrrSrrextentsr) rr6rTrSfigboxrOrQrPrRs && rr7*GridSpecFromSubplotSpec.get_subplot_paramss"&,,":$,,4:4Fv))00||$;< #',,":$,,4:4Fv))00||$;< ##008#)>> e$$*$*; ;rc 6VPP4#)zI Return the topmost `.SubplotSpec` instance associated with the subplot. )rrsr+s&rrs/GridSpecFromSubplotSpec.get_topmost_subplotspecs!!99;;r)rrrr6)NNNNr*) r$rrrrrr7rsrrrrs@@rrrs6@; <rc b\V4^8Xd`Vwp\V\4'dV#\V\4'g\ RV: 24h\ \ \V44wr4pM8\V4^8XdVwr4pM"\P!RR\V4R7h\PWV4pVf\W4VR7p\V\4'd^\V4^8XdN\;QJdRV4F 'dK RM R M !RV44'g\ R V 24hVwrxME\V\4'dV^8gWSV,8d\ R W4, R V: 24hT;rxWg^, V# \d\ RT: 24Rhi;i) z Construct a `.SubplotSpec` from a parent `.Figure` and either - a `.SubplotSpec` -- returned as is; - one or three numbers -- a MATLAB-style subplot specifier. z>Single argument to subplot must be a three-digit integer, not Nsubplotz1 or 3)takesgivenrtc3B"TFp\V\4xK R#5ir*)r r).0ns& r 1SubplotSpec._from_subplot_args..Fs<1z!X..sFTz3Subplot specifier tuple must contain integers, not z(num must be an integer with 1 <= num <= z, not )rr rrr mapintrr nargs_errorrxr{rr) r6argsargrowscolsnumrzijs && r_from_subplot_argsSubplotSpec._from_subplot_args's t9>DC#{++ X.. $$'7,-- 7"%c3s8"4C Y!^"OD""9HCIN N  , ,V4 @ :$V4B c5 ! !c#h!m3<<333<<<< I#ODAqc8,,a3d? >tykJ'#KAA#ay3 7 $$'7,-267 7s FF.cNVPf VP#VP#r*)_num2rr+s&rrSubplotSpec.num2Ws JJ.tyy>DJJ>rcWnR#r*)r)rvalues&&rrr[s rcVP#r*)rr+s&rrvSubplotSpec.get_gridspec_s ~~rc tVP4P4wrWVPVP3#)z Return the subplot geometry as tuple ``(n_rows, n_cols, start, stop)``. The indices *start* and *stop* define the range of the subplot within the `GridSpec`. *stop* is inclusive (i.e. for a single cell ``start == stop``). )rvr2rr)rrrs& rr2SubplotSpec.get_geometrybs2&&(557 499dii//rc VP4Pp\VPV,VPV,^,4#)z6The rows spanned by this subplot, as a `range` object.)rvrrrr)rrs& rr;SubplotSpec.rowspanms<!!#))TYY%'e);a)?@@rc VP4Pp\VPV,VPV,.4wr#\ W#^,4#)z9The columns spanned by this subplot, as a `range` object.)rvrsortedrrr)rrc1c2s& rr<SubplotSpec.colspanssL!!#))U*DII,=>?Ra  rc4VPP^8H#r)r;rr+s&r is_first_rowSubplotSpec.is_first_row|||!!Q&&rcdVPPVP4P8H#r*)r;rrvrr+s&r is_last_rowSubplotSpec.is_last_row&||  D$5$5$7$=$===rc4VPP^8H#r.)r<rr+s&r is_first_colSubplotSpec.is_first_colr1rcdVPPVP4P8H#r*)r<rrvrr+s&r is_last_colSubplotSpec.is_last_colr5rc VP4pVP4wr4\P!VPVP .W434wrVVP V4wrxrWu,P4p W,P4p W,P4p W,P4p\P!WW4#)z: Update the subplot position from ``figure.subplotpars``. ) rvr2rV unravel_indexrrrpminmaxr from_extents)rr6rrrrrrmrlrnro fig_bottomfig_topfig_left fig_rights&& rrSubplotSpec.get_positions$$&,,. %%tyy$))& **^?? [[ 0AA !!'>'>K  7<(E(Errc8a]tRtRtoRtRRltRRltRtVtR#)rizE Parameters defining the positioning of a subplots grid in a figure. Nc RF'p\W\PRV 2,4K) VPWW4WV4R#)a Defaults are given by :rc:`figure.subplot.[name]`. Parameters ---------- left : float The position of the left edge of the subplots, as a fraction of the figure width. right : float The position of the right edge of the subplots, as a fraction of the figure width. bottom : float The position of the bottom edge of the subplots, as a fraction of the figure height. top : float The position of the top edge of the subplots, as a fraction of the figure height. wspace : float The width of the padding between subplots, as a fraction of the average Axes width. hspace : float The height of the padding between subplots, as a fraction of the average Axes height. rNr)rrrr)rrOrQrPrRrSrTrs&&&&&&& rrSubplotParams.__init__s:4JC Ds||ocU,CD EJ D%f=rc JVeTM VPVeTM VP8d \R4hVeTM VPVeTM VP8d \R4hVeWnVeW0nVeW nVeW@nVeWPnVe W`nR#R#)zI Update the dimensions of the passed parameters. *None* means unchanged. Nzleft cannot be >= rightzbottom cannot be >= top)rOrPr rQrRrSrT)rrOrQrPrRrSrTs&&&&&&&rrSubplotParams.updates %T499".EDJJ @67 7)Vt{{?C :67 7  I  J   K ?H   K   K r)rQrTrOrPrRrS)NNNNNN) r$rrrrrrrrrs@rrrs><!!rr)rrloggingnumbersrnumpyrV matplotlibrrrrmatplotlib.transformsr getLoggerr$_logrrxrrrr5rrr`sv  ::&"RRj["|["|9