+ i Rt^RIt^RIHt^RIt^RIt^RIH t H t ^RI H t ^RI HtHt^RIHtHt]!^ 4w tttttttttttt] !]P@!R 44t!!RR4t"R#) a Functions to handle markers; used by the marker functionality of `~matplotlib.axes.Axes.plot`, `~matplotlib.axes.Axes.scatter`, and `~matplotlib.axes.Axes.errorbar`. All possible markers are defined here: ============================== ====== ========================================= marker symbol description ============================== ====== ========================================= ``"."`` |m00| point ``","`` |m01| pixel ``"o"`` |m02| circle ``"v"`` |m03| triangle_down ``"^"`` |m04| triangle_up ``"<"`` |m05| triangle_left ``">"`` |m06| triangle_right ``"1"`` |m07| tri_down ``"2"`` |m08| tri_up ``"3"`` |m09| tri_left ``"4"`` |m10| tri_right ``"8"`` |m11| octagon ``"s"`` |m12| square ``"p"`` |m13| pentagon ``"P"`` |m23| plus (filled) ``"*"`` |m14| star ``"h"`` |m15| hexagon1 ``"H"`` |m16| hexagon2 ``"+"`` |m17| plus ``"x"`` |m18| x ``"X"`` |m24| x (filled) ``"D"`` |m19| diamond ``"d"`` |m20| thin_diamond ``"|"`` |m21| vline ``"_"`` |m22| hline ``0`` (``TICKLEFT``) |m25| tickleft ``1`` (``TICKRIGHT``) |m26| tickright ``2`` (``TICKUP``) |m27| tickup ``3`` (``TICKDOWN``) |m28| tickdown ``4`` (``CARETLEFT``) |m29| caretleft ``5`` (``CARETRIGHT``) |m30| caretright ``6`` (``CARETUP``) |m31| caretup ``7`` (``CARETDOWN``) |m32| caretdown ``8`` (``CARETLEFTBASE``) |m33| caretleft (centered at base) ``9`` (``CARETRIGHTBASE``) |m34| caretright (centered at base) ``10`` (``CARETUPBASE``) |m35| caretup (centered at base) ``11`` (``CARETDOWNBASE``) |m36| caretdown (centered at base) ``"none"`` or ``"None"`` nothing ``" "`` or ``""`` nothing ``"$...$"`` |m37| Render the string using mathtext. E.g ``"$f$"`` for marker showing the letter ``f``. ``verts`` A list of (x, y) pairs used for Path vertices. The center of the marker is located at (0, 0) and the size is normalized, such that the created path is encapsulated inside the unit cell. ``path`` A `~matplotlib.path.Path` instance. ``(numsides, 0, angle)`` A regular polygon with ``numsides`` sides, rotated by ``angle``. ``(numsides, 1, angle)`` A star-like symbol with ``numsides`` sides, rotated by ``angle``. ``(numsides, 2, angle)`` An asterisk with ``numsides`` sides, rotated by ``angle``. ============================== ====== ========================================= Note that special symbols can be defined via the :ref:`STIX math font `, e.g. ``"$\u266B$"``. For an overview over the STIX font symbols refer to the `STIX font table `_. Also see the :doc:`/gallery/text_labels_and_annotations/stix_fonts_demo`. Integer numbers from ``0`` to ``11`` create lines and triangles. Those are equally accessible via capitalized variables, like ``CARETDOWNBASE``. Hence the following are equivalent:: plt.plot([1, 2, 3], marker=11) plt.plot([1, 2, 3], marker=matplotlib.markers.CARETDOWNBASE) Markers join and cap styles can be customized by creating a new instance of MarkerStyle. A MarkerStyle can also have a custom `~matplotlib.transforms.Transform` allowing it to be arbitrarily rotated or offset. Examples showing the use of markers: * :doc:`/gallery/lines_bars_and_markers/marker_reference` * :doc:`/gallery/lines_bars_and_markers/scatter_star_poly` * :doc:`/gallery/lines_bars_and_markers/multivariate_marker_plot` .. |m00| image:: /_static/markers/m00.png .. |m01| image:: /_static/markers/m01.png .. |m02| image:: /_static/markers/m02.png .. |m03| image:: /_static/markers/m03.png .. |m04| image:: /_static/markers/m04.png .. |m05| image:: /_static/markers/m05.png .. |m06| image:: /_static/markers/m06.png .. |m07| image:: /_static/markers/m07.png .. |m08| image:: /_static/markers/m08.png .. |m09| image:: /_static/markers/m09.png .. |m10| image:: /_static/markers/m10.png .. |m11| image:: /_static/markers/m11.png .. |m12| image:: /_static/markers/m12.png .. |m13| image:: /_static/markers/m13.png .. |m14| image:: /_static/markers/m14.png .. |m15| image:: /_static/markers/m15.png .. |m16| image:: /_static/markers/m16.png .. |m17| image:: /_static/markers/m17.png .. |m18| image:: /_static/markers/m18.png .. |m19| image:: /_static/markers/m19.png .. |m20| image:: /_static/markers/m20.png .. |m21| image:: /_static/markers/m21.png .. |m22| image:: /_static/markers/m22.png .. |m23| image:: /_static/markers/m23.png .. |m24| image:: /_static/markers/m24.png .. |m25| image:: /_static/markers/m25.png .. |m26| image:: /_static/markers/m26.png .. |m27| image:: /_static/markers/m27.png .. |m28| image:: /_static/markers/m28.png .. |m29| image:: /_static/markers/m29.png .. |m30| image:: /_static/markers/m30.png .. |m31| image:: /_static/markers/m31.png .. |m32| image:: /_static/markers/m32.png .. |m33| image:: /_static/markers/m33.png .. |m34| image:: /_static/markers/m34.png .. |m35| image:: /_static/markers/m35.png .. |m36| image:: /_static/markers/m36.png .. |m37| image:: /_static/markers/m37.png N)Sized)_apicbook)Path)IdentityTransformAffine2D) JoinStyleCapStylec~a]tRt^toRt/RRbRRbRRbRR bR R bR R bRRbRRbRRbRRbRRbRRbRRbRRbRRbR R!bR"R#b/R$R%bR&R&bR'R(bR)R*bR+R,bR-R.bR/R0bR1R2b]R3b]R4b]R5b]R6b] R7b] R8b] R9b] R:b] R;bC]R<]R=]R>R?R@RAR@RBR@RCR@/CtRtRtRtRREltRFtRGtRHtRItRJtRKtRLtRMtRNtROtRPt RQt!RRt"RSt#RTt$RUt%RVRDRWRD/RXlt&RRYlt'RZt(R[t)R\t*R]t+R^t,R_t-R`t.RRblt/Rct0Rdt1]2Pf!^^.RR.^R..4t4]2Pf!^^.RR.RR..4t5]2Pf!RR.RR.^R.RR..4t6]2Pf!^^.^R.RR..4t7]2Pf!^^.^R.^R..4t8Ret9Rft:Rgt;RhtRkt?Rlt@RmtARntBRotCRptDRqtE]2!RrR.RrRa..4tFRstGRttH]2!RrRr.RaRr..4tIRutJRvtK]2!RRr.RRa..4tLRwtMRxtN]2!RrRr.RrR.RrRr.RyRz.RrRr.RRz..]2P]2P]2P]2P]2P]2P.4tQR{tRR|tSR}tTR~tU]2!RR.RrRr.RaR..4tVRtWRtXRtYRtZ]2!RRr.RrR.Ra^..4t[Rt\Rt]Rt^Rt_]2!RRr.RaRr.RrR.RrRa..]2P]2P]2P]2P.4t`Rta]2!RR.RaRa.RRa.RaR..]2P]2P]2P]2P.4tbRtc]2Pf!]dP!.RO4^, 4tf]2Pf!]dP!.RO4^, 4tgRth]2Pf!]dP!.RO4^, 4ti]2Pf!]dP!.RO4^, 4tjRtkRtlVtmRD#) MarkerStylea7 A class representing marker types. Instances are immutable. If you need to change anything, create a new instance. Attributes ---------- markers : dict All known markers. filled_markers : tuple All known filled markers. This is a subset of *markers*. fillstyles : tuple The supported fillstyles. .point,pixelocirclev triangle_down^ triangle_up< triangle_left>triangle_right1tri_down2tri_up3tri_left4 tri_right8octagonssquareppentagon*starhhexagon1Hhexagon2+plusxDdiamondd thin_diamond|vline_hlineP plus_filledXx_filledtickleft tickrighttickuptickdown caretleft caretrightcaretup caretdown caretleftbasecaretrightbase caretupbase caretdownbaseNonenothingnone Nc RVnW0nVe \V4MRVnVe \ V4MRVnVP V4VPV4R#)a Parameters ---------- marker : str, array-like, Path, MarkerStyle - Another instance of `MarkerStyle` copies the details of that *marker*. - For other possible marker values, see the module docstring `matplotlib.markers`. fillstyle : str, default: :rc:`markers.fillstyle` One of 'full', 'left', 'right', 'bottom', 'top', 'none'. transform : `~matplotlib.transforms.Transform`, optional Transform that will be combined with the native transform of the marker. capstyle : `.CapStyle` or %(CapStyle)s, optional Cap style that will override the default cap style of the marker. joinstyle : `.JoinStyle` or %(JoinStyle)s, optional Join style that will override the default join style of the marker. N)_marker_function_user_transformr _user_capstyler_user_joinstyle_set_fillstyle _set_marker)selfmarker fillstyle transformcapstyle joinstyles&&&&&&r/Users/tonyclaw/.openclaw/workspace/skills/math-calculator/venv/lib/python3.14/site-packages/matplotlib/markers.py__init__MarkerStyle.__init__sW.!%(4<4Hhx0d7@7Ly3RV I&  cHVPfR#\Vn\4VnRVnRVnRVn\PVn VP;'g\PVnVPR8gVnVP4R#)NrK)rO _empty_path_pathr _transform _alt_path_alt_transform_snap_thresholdrround _joinstylerQr butt _capstyle _fillstyle_filledrUs&r[_recacheMarkerStyle._recaches{  (   +-"##//,,== &0  r^cR\\VPP44#N)boollenraverticesrls&r[__bool__MarkerStyle.__bool__ sC ++,--r^cVP#rprkrls&r[ is_filledMarkerStyle.is_filled  ||r^cVP#rp)rjrls&r[ get_fillstyleMarkerStyle.get_fillstyles r^c Vf\PR,p\P!VPVR7WnR#)z Set the fillstyle. Parameters ---------- fillstyle : {'full', 'left', 'right', 'bottom', 'top', 'none'} The part of the marker surface that is colored with markerfacecolor. Nzmarkers.fillstyle)rW)mplrcParamsr check_in_list fillstylesrj)rUrWs&&r[rSMarkerStyle._set_fillstyles2   %89I 4??i@#r^c.VPP#rp)rgnamerls&r[ get_joinstyleMarkerStyle.get_joinstyle"s###r^c.VPP#rp)rirrls&r[ get_capstyleMarkerStyle.get_capstyle%s~~"""r^cVP#rp)_markerrls&r[ get_markerMarkerStyle.get_marker(rzr^c $\V\4'd0\P!V4'dVPVnEMy\V\ \34'd<WP9d,\VRVPV,,4VnEM"\V\P4'd<VP^8Xd+VP^,^8XdVPVnM\V\4'dVPVnM\V\ 4'd1\#V4R9d!V^,R9dVP$VnMY\V\&4'd'\(P*!VP,4VnM\V4VPVn\V\&4'gWnVP34R#R# \.dp\/RT: 24ThRp?ii;i)z Set the marker. Parameters ---------- marker : str, array-like, Path, MarkerStyle - Another instance of `MarkerStyle` copies the details of that *marker*. - For other possible marker values see the module docstring `matplotlib.markers`. _set_zUnrecognized marker style N))r) isinstancestrr is_math_text_set_mathtext_pathrOintmarkersgetattrnpndarrayndimshape _set_verticesr_set_path_markerrrr_set_tuple_markerr copydeepcopy__dict__ ValueErrorrrm)rUrVerrs&& r[rTMarkerStyle._set_marker+sz fc " "u'9'9&'A'A$($;$;D ! c + +,,0F$+D'DLL*>>FFH Hr^cVP#rp)rerls&r[get_snap_thresholdMarkerStyle.get_snap_thresholdvs###r^c VVPeVPP4#R#)z.Return user supplied part of marker transform.N)rPrrls&r[get_user_transformMarkerStyle.get_user_transformys(    +''..0 0 ,r^c z\V4pVPeV;PV, unV#WnV#)z Return a new version of this marker with the transform applied. Parameters ---------- transform : `~matplotlib.transforms.Affine2D` Transform will be combined with current user supplied transform. )r rP)rUrX new_markers&& r[ transformedMarkerStyle.transformed~sA!&  % % 1  & &) 3 &*3 &r^degradc VfVf \R4hVeVe \R4h\V4pVPf\4VnVeVPP V4VeVPP V4V#)z Return a new version of this marker rotated by specified angle. Parameters ---------- deg : float, optional Rotation angle in degrees. rad : float, optional Rotation angle in radians. .. note:: You must specify exactly one of deg or rad. zOne of deg or rad is requiredz'Only one of deg and rad can be supplied)rr rPr rotate_degrotate)rUrrrs&$$ r[rotatedMarkerStyle.rotateds ;3;<= = ?sFG G &  % % -)1J & ?  & & 1 1# 6 ?  & & - -c 2r^c VfTp\V4pVP;'g \4pVPW4VnV#)a Return new marker scaled by specified scale factors. If *sy* is not given, the same scale is applied in both the *x*- and *y*-directions. Parameters ---------- sx : float *X*-direction scaling factor. sy : float, optional *Y*-direction scaling factor. )r rPrscale)rUsxsyrrbs&&& r[scaledMarkerStyle.scaledsF :B & //==8: %/%5%5b%= "r^cRVnR#)FNrwrls&r[ _set_nothingMarkerStyle._set_nothings  r^c\P!\P!VP44p\ 4P RV, 4VnWnR#)?N)rmaxabsrsrrrbra)rUpathrescales&& r[_set_custom_markerMarkerStyle._set_custom_markers:&& ./"***3=9 r^c<VPVP4R#rp)rrrls&r[rMarkerStyle._set_path_markers  -r^cNVP\VP44R#rp)rrrrls&r[rMarkerStyle._set_verticess T\\ 23r^cVPp\V4^8Xd V^,Rr2M!\V4^8XdV^,V^,r2V^,pV^8XdF\P!X4VnVP ;'g\ PVnMV^8XdF\P!X4VnVP ;'g\ PVnMaV^8XdM\P!X4VnRVn VP ;'g\ PVnM\RV 24h\4PR4P!X4VnR#)rFzUnexpected tuple marker: rN)rrrrunit_regular_polygonrarRrmiterrgunit_regular_starbevelunit_regular_asteriskrkrrrrrb)rUrVnumsidesrotationsymstyles& r[rMarkerStyle._set_tuple_markers v;! !'Ch [A !'F1Ih!9 q=228?DJ!Aq6Aq6Aq6Aq6"BCDN##%Bq%VS(CHLF OO & &v ."&//D ..AA)//r^c^VP4VPPRR4R#)333333?rN)r2rbrrls&r[_set_thin_diamondMarkerStyle._set_thin_diamondns"  c3'r^c \4PR4VnRVn\P !^4pVP 4'gWnMVPp^\P!^4,R, p\ V.RO,4p\ V.R O,4p\ V^,V^,V^,^V).V^,.4p\ V^,V^,V^,^V).V^,.4pRWE3RWT3RWg3RWv3/VP4,wVnVn VPVn VP;'g\P VnR#) rr@rrrrN)rrr)rrrr:r)rrrbrerrrrarsrsqrtr|rcrdrRrrrg)rUpolypathvertsyrrrrs& r[ _set_pentagonMarkerStyle._set_pentagonrs9"***3/",,Q/  !J%%ERWWQZ2%Au\*+C%01Fq58U1XA2waIJD%(E!HeAhQBqJKE}h  w *  "*$ &DJ#'//D ..AA)//r^c @\4PR4VnRVn\P !^RR7pVP 4'g WnEMVPp\ \P!VR,VR,VR,.44p\ \P!VR,VR,.44p\ \P!VR ,VR,.44p\ \P!VR,VR ,VR,.44pR W43R WC3R WV3RWe3/VP4,wVnVn VPVn VP;'g\P VnR#)rrgŋ!r?) innerCirclerr:N: N:rrN:rN:rr:N:rN:rENrrrrN)rrrbrerrrrarsr concatenater|rcrdrRrrrg)rUr<r=rrrrs& r[ _set_starMarkerStyle._set_stars="***3/"))!B  !J%%Er~~uSz5;c &KLMC"..%*eCj)ABCFc E#J'?@ADsU4[%*(MNOE}h  w *  "*$ &DJ#'//D ..AA)//r^c @\4PR4VnRVn\P !^4pVP 4'g WnEMVPp\P!\P!^\P,R, 44p\ \P!V)^3.V.R O,V^3..44p\ \P!V)^3.VR,V^3..44p\ VR,4p\ V.R O,4pRWE3RWT3RWg3RWv3/VP4,wVnVnVPVnVP";'g\$P&VnR#) rNg@:rrHNrCrrrr)rrrH)rrHr:r)rrrbrerrrrarsrrcospirIr|rcrdrRrrrg)rUr<r=r0rrrrs& r[ _set_hexagon1MarkerStyle._set_hexagon1sH"***3/#,,Q/  !J%%Ervva"%%i"n-.Ar~~!Qy% 2BaVH&MNOC"..QB7)U3Z1a&)JKLFc #D|,-E}h  w *  "*$ &DJ#'//D ..AA)//r^c \4PR4P^4VnRVn\ P !^4pVP4'gWnMVPp\P!^4^, RrC\ V.R O,4p\ VR,4p\ \P!W43.VR,V)V)3W43..44p\ \P!W43.V^^R 1,V)V)3..44pRWV3RWe3RWx3RW3/VP4,wVnVnVPVnVP ;'g\"P$VnR#) rN:rrHN:NrNrrrrg?)rrrHr:r)rrrrbrerrrrarsrr;rIr|rcrdrRrrrg) rUr<r=r0r>rrrrs & r[ _set_hexagon2MarkerStyle._set_hexagon2s]"***3/::2>#,,Q/  !J%%E771:>6qu_-.C%*%F%)rA2h%7(9:;D%!B-A2r()567E}h  w *  "*$ &DJ#'//D ..AA)//r^c \4PR4VnRVn\P !^4pVP 4'g#VPPR4WnM\P!R4R, p\ ^R .^^.V)^.R V.R V).V)R .^R ..4;VnVn VP4pVPPR^R^ZR^RR /V,4VPP4PR 4VnVP;'g\ P"VnR #) rrg6@r,r9rrrrrrNrR)rrrbrerrrrrarr;rcr|rrdrRrrrg)rUr<r0rs& r[ _set_octagonMarkerStyle._set_octagons%"***3/",,Q/  OO & &t ,!J b A*.R1a&A2q'B7qbQB8aW.+/ /DJ##%B OO & &Hb'3sCBG I"&//"8"8":"E"Ee"LD ..AA)//r^rc\4PR4VnRVnRVnVP VnR#rrFN)rrrbrerk_line_marker_pathrarls&r[ _set_vlineMarkerStyle._set_vlines2"***3/" ++ r^cfVP4VPP^Z4VnR#ZN)r[rbrrls&r[ _set_hlineMarkerStyle._set_hlines" //44R8r^c\4PRR4VnRVnRVnVP VnR#rFNrrrbrerk_tickhoriz_pathrarls&r[ _set_tickleftMarkerStyle._set_ticklefts4"***45" )) r^c\4PRR4VnRVnRVnVP VnR#rFNrerls&r[_set_tickrightMarkerStyle._set_tickrights4"***34" )) r^c\4PRR4VnRVnRVnVP VnR#rjrrrbrerk_tickvert_pathrarls&r[ _set_tickupMarkerStyle._set_tickups4"***34" (( r^c\4PRR4VnRVnRVnVP VnR#rcrnrls&r[ _set_tickdownMarkerStyle._set_tickdowns4"***35" (( r^g?rc\4PR4VnRVnRVnVP VnR#)rrFN)rrrbrerk _tri_pathrarls&r[ _set_tri_downMarkerStyle._set_tri_downs0"***3/" ^^ r^cfVP4VPP^4VnR#Nrwrbrrls&r[ _set_tri_upMarkerStyle._set_tri_up$ //44S9r^cfVP4VPPR4VnR#rNr|rls&r[ _set_tri_leftMarkerStyle._set_tri_leftrr^cfVP4VPP^Z4VnR#r^r|rls&r[_set_tri_rightMarkerStyle._set_tri_right#s$ //44R8r^g?c\4PR4VnRVnRVnVP VnVP;'g\PVn R#rg@FN) rrrbrerk _caret_pathrarRrrrgrls&r[_set_caretdownMarkerStyle._set_caretdown)sK"***3/" %% ..AA)//r^cfVP4VPP^4VnR#rzrrbrrls&r[ _set_caretupMarkerStyle._set_caretup0$ //44S9r^cfVP4VPPR4VnR#rrrls&r[_set_caretleftMarkerStyle._set_caretleft4rr^cfVP4VPP^Z4VnR#r^rrls&r[_set_caretrightMarkerStyle._set_caretright8s$ //44R8r^cHVP4VPVnR#rp)r_caret_path_baserarls&r[_set_caretdownbaseMarkerStyle._set_caretdownbase>s ** r^cfVP4VPP^4VnR#rzrrbrrls&r[_set_caretupbaseMarkerStyle._set_caretupbaseB$ !//44S9r^cfVP4VPPR4VnR#rrrls&r[_set_caretleftbaseMarkerStyle._set_caretleftbaseFrr^cfVP4VPP^Z4VnR#r^rrls&r[_set_caretrightbaseMarkerStyle._set_caretrightbaseJs$ !//44R8r^c\4PR4VnRVnRVnVP VnR#rY)rrrbrerk _plus_pathrarls&r[ _set_plusMarkerStyle._set_plusSs0"***3/" __ r^c\4PR4VnRVnRVnVP VnR#r)rrrbrerk_x_pathrarls&r[_set_xMarkerStyle._set_x^s0"***3/" \\ r^c \4VnRVnVP;'g\P VnVP4'gVPVn R#VP;Vn Vn VP4pVPPR^R^ZR^RR/V,4VPP4P^4VnR#rrrrrrN)rrbrerRrrrgr_plus_filled_pathra_plus_filled_path_trcr|rrrdrUrs& r[_set_plus_filledMarkerStyle._set_plus_filledks"*"..AA)//  //DJ+/*B*B BDJ##%B OO & &62xgsCBG I"&//"8"8":"E"Ec"JD r^c \4VnRVnVP;'g\P VnVP4'gVPVn R#VP;Vn Vn VP4pVPPR^R^ZR^RR/V,4VPP4P^4VnR#r)rrbrerRrrrgr_x_filled_pathra_x_filled_path_trcr|rrrdrs& r[ _set_x_filledMarkerStyle._set_x_filleds"*"..AA)//  ,,DJ+/*?*? ?DJ##%B OO & &62xgsCBG I"&//"8"8":"E"Ec"JD r^)rrcrdrirkrjrgrrOrarrerbrQrRrP)r rrrrrr"r$r&r(r*r,r1r3r9r;)fullrrrrrK)rrrr)NNNNrp)rrRg333333gɿr5rdggg) )rR)rr)rrR)rrRrrrrrrrRrrRrrr)rrR)rRrR))rrrrrrrr)rr) )rR)rrR)rr)rrRrrrrrrrrrRrrrrRr)rrR)rrrrrrr)n__name__ __module__ __qualname____firstlineno____doc__TICKLEFT TICKRIGHTTICKUPTICKDOWN CARETLEFT CARETRIGHTCARETUP CARETDOWN CARETLEFTBASECARETRIGHTBASE CARETUPBASE CARETDOWNBASErfilled_markersrrr\rmrtrxr|rSrrrrTrrrrrrrrrrrrrrrrrr rr_create_closedrrrrrrrr"r&r)r/r2r6r?rJrOrSrVrZr[r`rfrgrkrorprsMOVETOLINETOrvrwr}rrrrrrrrrrrrrrrrrarrayrrrrrr__static_attributes____classdictcell__) __classdict__s@r[r r sF * W* W* X* _ * ] * _ * * Z* X* Z* [* Y* X* Z* V* Z!*" Z#*$ V%*& S'*( Y)** ^+*, W-*. W/*0 ]1*2 Z3*4 *5*6 ;7*8 9*: *;*< ;=*> L?*@ A*B ;C*D E*F (]   Y IS*G\NDJ9!< . $$##JEI$1  Tt:, .4E*0= L# $((1a&2r(QG)DEN**QFT4L3++NO** T{QGb"X68**QFQGb"X+FG**QFQGaW+EFB<*,+,B$ B(B.B,B0B4B*sDkC:67, 9S#Jc 34O* * D#;s 45N) ) sCj3+Cj3*Cj4+/kk4;;kk4;;kk4;;01I$ ::9s c3Z#s<=KB::9dC[3+Qx@A+::9c{S#JT{S#J0{{DKK{{DKK12J % T4L3*3K#t.KKKK./G " ++BHH6D-EGH-IJ--bhh8//023/45 K((3B*CEF*GHN**2885%,&(),*+ K Kr^r )rr)#rrcollections.abcrnumpyr matplotlibrrMrrrr transformsrr_enumsrr rangerrrrrrrrrrrremptyr`r r^r[rsp@B !3' ?DBi<9fh J ]288F#$ v Kv Kr^