eddlZddlZddlZddlZddlmZddlmZmZddlm Z ddl m Z ddl Z ddl mZddlmZmZmZmZmZmZmZmZdd lmZmZdd lmZmZmZdd l m!Z!dd l"m#Z#dd l$m%Z%ddl&m'Z'm(Z(m)Z)ddl*m+Z+m,Z,m-Z-e+e_.ddde/fdZ0Gdde j1j2Z3Gdde j4e3Z5ej67e5j8Gdde j4Z9ej.:de9_;ej.<e9j=_>dZ?GddeZd%d!Z@d&d"ZAGd#d$e j4ZBdS)'N) defaultdict Parameter Signature)Path) FunctionType) extension)Dataset Dimensioned DynamicMapHoloMapStore StoreOptionsViewableElementutil) OperationOperationCallable)KeywordsOptionsoptions_policy)Overlay)merge_options_to_dict)function)ParamsStreamstreams_list_from_dict)OutputSettings list_backends list_formatszholoviews-examplesFctjtj|}tj|d}tj|s tj|d}tj|r*|st |ddStj|tj ddd}tj|}tj |rtj |||d dSt d |dS) z4 Copies the notebooks to the supplied path. z ./examplesz ../exampleszA directory already exists, either delete it or set the force flagNz.ipynb_checkpointsz*.pycz*~T)ignoresymlinksz Cannot find ) ospathabspathdirnamejoinexistsprintshutilrmtreeignore_patternsisdircopytree)r&verboseforcerootfilepath example_dirr# tree_roots 7lib/python3.11/site-packages/holoviews/util/__init__.pyexamplesr8#s)wrwt4455H',,x66K 7>>+ & &<gll8];;  w~~d  T\\\ ] ] ] F d  #$8 F FF ,,I w}}Y* 4FFFFFF (Y(()))))c"eZdZdZfdZxZS)OptsMetazn Improve error message when running something like: 'hv.opts.Curve()' without a plotting backend. c t|S#t$rd|d}t|dwxYw)Nz No entry for zz registered; this name may not refer to a valid object or you may need to run 'hv.extension' to select a plotting backend.)super __getattr__AttributeError)selfattrmsg __class__s r7r>zOptsMeta.__getattr__>sl 077&&t,, , 0 0 0VVVV !%%4 /  0s $!A)__name__ __module__ __qualname____doc__r> __classcell__rCs@r7r;r;8sB 000000000r9r;ceZdZdZdZgdZejddZfdZ dZ e d Z e d Z e d Ze dd Ze ddZe ddZe dZe dZe ddZe dZe ddZe dZe ddZe dZxZS)optsa) Utility function to set options at the global level or to provide an Options object that can be used with the .options method of an element or container. Option objects can be generated and validated in a tab-completable way (in appropriate environments such as Jupyter notebooks) using completers such as opts.Curve, opts.Image, opts.Overlay, etc. To set opts globally you can pass these option objects into opts.defaults: opts.defaults(*options) For instance: opts.defaults(opts.Curve(color='red')) To set opts on a specific object, you can supply these option objects to the .options method. For instance: curve = hv.Curve([1,2,3]) curve.options(opts.Curve(color='red')) The options method also accepts lists of Option objects. N) title_format color_index size_indexscaling_factorscaling_methodsize_fnnormalize_lengths group_indexcategory_index stack_indexcolor_byFz Whether to be strict about the options specification. If not set to strict (default), any invalid keywords are simply skipped. If strict, invalid keywords prevent the options being applied.defaultdocc:tj|i|dSNr=__init__r@argskwargsrCs r7r]z opts.__init__rs%$)&)))))r9cN|s|stS|r|stdi|SdSdS)N)r)r@r_paramss r7__call__z opts.__call__usR %d %99   %D %$$V$$ $ % % % %r9c tj}t|t|z r@t d|dd|Dtd|DsAt ddd|Dzd|D}t|rt|st dt|stj |j }|j r9d |jj|tj|j }n.||jjkr|jjd |}n |jj}|d |Di}nbt%t&}|D]*\} } | D]\}} | ||| <+t'|}|S) z8Format option group kwargs into canonical options formatz%Keyword options {} must be one of {},c34K|]}t|VdSr[repr.0gs r7 z0opts._group_kwargs_to_options..s($=$=T!WW$=$=$=$=$=$=r9c3@K|]}t|tVdSr[) isinstancedict)rkvs r7rmz0opts._group_kwargs_to_options..s,BBQZ4((BBBBBBr9z8The %s options must be specified using dictionary groupsc34K|]}t|VdSr[rhrkks r7rmz0opts._group_kwargs_to_options..s($D$DT!WW$D$D$D$D$D$Dr9cDg|]}|otd|DS)c3JK|]}|dVdS)rN)isupperrss r7rmz;opts._group_kwargs_to_options...s.;;!qt||~~;;;;;;r9)all)rkgrps r7 z1opts._group_kwargs_to_options..s4WWW3;3;;s;;;;;WWWr9zNCannot mix target specification keys such as 'Image' with non-target keywords.z{}.{}.{}.ci|]\}}|| Srbrb)rkrykwss r7 z1opts._group_kwargs_to_options..s"K"K"KyC3s"K"K"Kr9)r_option_groupssetkeys Exceptionformatr)rxvaluesanyrgroup_sanitizergrouplabelrCrDlabel_sanitizeritemsrrp) clsobjr`groupstargetssanitized_group identifieroptionsdfltdictryentriesr}s r7_group_kwargs_to_optionszopts._group_kwargs_to_options{sJ' v{{}}  F + FCJJ6HH$=$=f$=$=$===??@@ @BB&--//BBBBB FVHH$D$Dfkkmm$D$D$DDDEFF FXWv}}WWW w<< %G  %lmm mW %"239==Oy 4(//M*O(3355 "S]%;;; # 6JJJJ  ]3 !"K"KFLLNN"K"K"KLGG"4((H &  4 4 W'.}}44OJ03HZ(--48nnGr9c|}|0|r|d}n/|dn|r|d}tj|||S)z.Apply the groups to a single specified backendNc.|dSN)id)clonexs r7z/opts._apply_groups_to_backend..sqww$w/?/?r9c$t|ddS)Nr)setattrrs r7rz/opts._apply_groups_to_backend..s'!T4"8"8r9c8||jSr)rrrs r7rz/opts._apply_groups_to_backend..s177ad7+;+;r9backend)mapr set_options)rrrrr obj_handles r7_apply_groups_to_backendzopts._apply_groups_to_backends{ ? : WW%?%?@@ 889999  =!;!;<.s#KKKCAaQ(]]Aa]]]r9z6The output options group must have the backend keywordcg|] \}}||f Srbrb)rkbkbk_optss r7rzz*opts._grouped_backends..s DDD-2wW DDDr9) rcurrent_backendrrprrlenstriprlistr)rrrrspecrfiltereds r7_grouped_backendszopts._grouped_backendsst ?5 5w?@ @t$$#MMOO Z ZLD&v{{}},,F84D0E0Eq0H0HKQ9E$9:4::<<HHVH%**,,-- ; ZFL))45djjllCCVH%5%:%:%<%< = ===KK6<<>>KKKFN))45djjllCC XYYYDD8>>3C3CDDDDr9Tc jt|trQddlm} ||}n4#t $r'||jjd|}YnwxYw|r|||}| ||D]\}}| ||||}|S)a[Applies nested options definition grouped by type. Applies options on an object or nested group of objects, returning a new object with the options applied. This method accepts the separate option namespaces explicitly (i.e. 'plot', 'style', and 'norm'). If the options are to be set directly on the object a simple format may be used, e.g.: opts.apply_groups(obj, style={'cmap': 'viridis'}, plot={'show_title': False}) If the object is nested the options must be qualified using a type[.group][.label] specification, e.g.: opts.apply_groups(obj, {'Image': {'plot': {'show_title': False}, 'style': {'cmap': 'viridis}}}) If no opts are supplied all options on the object will be reset. Args: options (dict): Options specification Options specification should be indexed by type[.group][.label] or option type ('plot', 'style', 'norm'). backend (optional): Backend to apply options to Defaults to current selected backend clone (bool, optional): Whether to clone object Options can be applied inplace with clone=False **kwargs: Keywords of options by type Applies options directly to the object by type (e.g. 'plot', 'style', 'norm') specified as dictionaries. Returns: Returns the object or a clone with the options applied r OptsSpec ) rostr util.parserrparse SyntaxErrorrCrDrrr) rrrrrr`r backend_loop backend_optss r7 apply_groupszopts.apply_groupssP gs # # ; . . . . . . ;"..11 ; ; ;"..}-9999;; ;  @223??G*-*?*?*Q*Q W W &L,..sL,PUVVCC s3.A$#A$ct|trOddlm}t j}n#t $rt}YnwxYw|||}tj ||}|rDtj ||r#tj d|dfS|dfS)Nrrnsbackendsz*Options specification will not be applied.TF)rorparserr get_ipythonuser_nsrglobalsrrvalidation_error_messagesysstderrwrite)rrstrictrrrerrmsgs r7_process_magiczopts._process_magics gs # # 5 ( ( ( ( ( (%--/RR - - -GIIrrr -nnWn44G6wRRR  % J  V $ $ $ %   !MNNN}$~s0A  A c|dn|g}||||\}}|rdStdd5tj|t j|ddddS#1swxYwYdS)NrTF) skip_invalid warn_on_skipr)rrrapply_customizationsrr)rrrrrfailures r7 _linemagiczopts._linemagics"?44 --gv-QQ FF E B B B W W  -gu}W7U7U7U V V V W W W W W W W W W W W W W W W W W Ws)A..A25A2cF|rTt|dkrAtt|dkrt d||t||ddS)a#Set default options for a session. Set default options for a session. whether in a Python script or a Jupyter notebook. Args: *options: Option objects used to specify the defaults. backend: The plotting extension the options apply to rrz5opts.defaults only accepts "backend" keyword argumentrN) rnextiterrrr_expand_optionsrget)rrr`s r7defaultsz opts.defaultss  Uc&kkQ&&4V[[]]0C0C+D+D +Q+QSTT T s**+@+I+IJJTZT^T^_hTiTijjjjjr9cntt}d}|D][}d|jvr|jd}n'|tj}||jd<n|}||jd<d}|||\|r|sjd|zfd|DS)z Given a list of flat Option objects which may or may not have 'backend' in their kwargs, return a list of grouped backend FrNTz[All supplied Options objects already define a backend, backend override %r will be ignored.cFg|]\}}|||fSrb)r)rkrors r7rzz+opts._expand_by_backend..8s2OOOWb!S((B//0OOOr9) rrr`rrappendparamwarningr)rrrr used_fallbackr opts_backends` r7_expand_by_backendzopts._expand_by_backend s T""  - -CCJ&&"z)4 $4 '3 9%%& (4 9% $ < ' ' , , , ,  P= P I  EGNO P P PPOOO OOOOr9ctj}tjstd|tjvr0tdt | tj|p|}n&#t$r}td|ddd}~wwxYwi}t|trt|}| D]\}}| dd } | |vrt| d || } d | jD||<| D]\} } t| j D]!\} }| |jvr| ||| | <nI"td | jD}|| | |||S) ah Validates and expands a dictionaries of options indexed by type[.group][.label] keys into separate style, plot, norm and output options. opts._expand_options({'Image': dict(cmap='viridis', show_title=False)}) returns {'Image': {'plot': dict(show_title=False), 'style': dict(cmap='viridis')}} zNo plotting extension is currently loaded. Ensure you load an plotting extension with hv.extension or import it explicitly from holoviews.plotting before applying any options.zCurrently selected plotting extension {ext} has not been loaded, ensure you load it with hv.extension({ext}) before setting options)extrzThe zC backend is not loaded. Please load the backend using hv.extension.Nr{rz) type not found, could not apply options.ci|]}|iSrbrbrjs r7r~z(opts._expand_options..bs C C C1B C C Cr9c&h|]}|jD]}|Srb)allowed_keywords)rk group_optskeywords r7 z'opts._expand_options..isB,,,&'1'B,,$ ,,,,r9)rr renderers ValueErrorrrirKeyErrorrrorrrsplitrsortedrr_options_error)rrrrbackend_optionseexpandedobjspec option_valuesobjtype obj_optionsoptvaluerlr valid_optionss r7rzopts._expand_options:sM / J()) ) EO 3 3'(.v$2G2Gv'H'HJJ J  u#mG4NOOOOO u u ui1iiijjpt t u gt $ $ 5+G44G&-mmoo M M "G]mmC((+Go-- G!V!V!VWWW)'2K C C 0B C C CHW +1133 M M U%+K,>,D,D,F,F%G%G M MMAzj99949)!,S1:%+,,*5*<*C*C*E*E,,,%%M &&sGWmLLL Ms'A?? B" BB"c tj}tj}t|}t ||}7|rt d|d|dd|d t d|d|ddg} fd |DD]j} tj| |} | -| j D]#\} } || j vr| | $k| r2tjj d |d|d |d | dS|rt d|d|d|d|d t d|d|d)z} Generates an error message for an invalid option suggesting similar options through fuzzy matching. rNzUnexpected option z for z type when using the z! extension. Similar options are: r{z% extension. No similar options found.c g|] }|k| Srbrb)rkbrs r7rzz'opts._options_error..s>>>g1r9rzOption z& type not valid for selected backend (z.). Option only applies to following backends: zD type across all extensions. Similar options for current extension (z) are: z6 type across all extensions. No similar options found.)rrloaded_backendsrr fuzzy_matchrrrrrrrrmainr)rrrrrrrr}matchesfoundlb lb_options_grs ` r7rzopts._options_errorrs  //11m,,,--..   ; ">>>o>>> % %Br22266w??J!","3"9"9";"; % %J*555LL$$$ %   J  $ $'#''g''+''"'' ( ( ( F  Q\#\\g\\7F\\QX\\\]] ]P#PPgPPPQQ Qr9c  t|tr{ddlm}|2t j}n#t $rt}YnwxYw|dddd}| ||}g}|r|dnd}|D]ۊ d fd t j D}d j vrf j dd }td j dddd z}n j }d}d } || |||| |S)a2 Given a list of Option objects (such as those returned from OptsSpec.parse_options) or an %opts or %%opts magic string, return a list of corresponding option builder reprs. The namespace is typically given as 'hv' if fully qualified namespaces are desired. rrNz%%optsz%optsrr{, c3<K|]}|dj|VdS=N)r`)rkrtoptions r7rmz&opts._builder_reprs..s8WWAq776=#377WWWWWWr9rz{ns}opts.{element}({spec}{kws}))rrr}element)rorrrrrrrreplace parse_optionsr)rr`keyrrirr) rr namespacerrreprsr}rr opts_formatrs @r7_builder_reprszopts._builder_reprss gs # # = ( ( ( ( ( (z)mm3 111 2221oohr22::72FFG,,W,<??@@4G *;K LL++r#w+WW X X X X s3A Acdfd }fdD}tt|}ttdtjgd|Dz}||_t |S)NcP|nd|}dd}|dd}t|}|r1||g}|t|z }ni}t} t jD]t} t|| g} | t| z} || krt |fi|cSt|| z || <u|| z }|rY|sWd} dd| D} t| | | }d }|r | tt|||nX#t$rK}t|d t|d dz} d }Yd}~nd}~wwxYw|rt|| zt |fi|S)Nr{zIn opts.z(...), r)elementszF{prefix}keywords supplied are mixed across backends. Keyword(s) {info}r c3K|]:\}}ddd|D|V;dS)z{} are invalid for {}r c34K|]}t|VdSr[rhrkels r7rmzBopts._create_builder..builder...s*McMc[]dSUhhMcMcMcMcMcMcr9N)rr)rs r7rmz8opts._create_builder..builder..so%D%D),1&=%C%CDIIMcMcabMcMcMcDcDcef%g%g%D%D%D%D%D%Dr9)infoprefixFrrT)rrr_element_keywordsrrrrr)rrrrrrrlower)rrr}rrr allowed_kwsinvalid mismatched all_valid_kwsloaded_backendvalidrBrreraiser completionsrs r7builderz%opts._create_builder..builders"l7770C0CT0C0CD0000Fggi..Gsxxzz??D *!33G>EY4HHHOQ [!1!11 !$ &+&;&=&=DDN 5 5n E E I I'SU V VWWE!SZZ/Mu}}&t33s3333315dUl1C1CJ~...KgK/C99%D%D0:0@0@0B0B%D%D%DDDD$SZZT&Z%I%IJJJ) G 3#&&tDMM':':GWkZZZZ!###a&&)//++c!ffQRRj8C"GGGGGG#3$Vc\2224''3'' 's<2F// H9AG??Hc&g|] }|jv |Srb_no_completionrkrtrs r7rzz(opts._create_builder..s&SSS1q@R7R7RQ7R7R7Rr9rcBg|]}t|tjSrb)r KEYWORD_ONLY)rkkws r7rzz(opts._create_builder..s5!:!:!:%'"+2y/E!F!F!:!:!:r9r[)rrrrPOSITIONAL_OR_KEYWORD __signature__ classmethod)rrr)r*filtered_keywords sorted_kw_set signatures``` r7_create_builderzopts._create_builders' (' (' (' (' (' (' (RTSSS SSSs#45566 y1PQQR!:!:+8!:!:!::;; !*7###r9c|tjvriSi}tj|}||n|}|D]x}d|vrt |t r|n|f}g}|d|}tjD]"}| ||j #|||d<y|S)z9Returns a dictionary of element names to allowed keywordsNr{r) rrrrrotupler)rrextendr) rrrmappingrrelement_keywordsrrs r7r zopts._element_keywordss %/11 1 1I-00'3889M9M9O9O 3 3Gg~~x!+GU!;!;Kgg'G! %chhw&7&78G / I I ''(GHHHH"2GGAJ  r9c @ j j_t}|}|D]h\}}t jd5|t|z}t|||dddn #1swxYwYifd|D}tt|}ddl m m }| d j g fd|Dz} | j_dS)NCRITICALc&g|] }|jv |Srbr,r.s r7rzz(opts._update_backend..s&TTT1AS8S8SQ8S8S8Sr9rrr_c2g|]}|jSrb)r0)rkr1rs r7rzz(opts._update_backend..s8!:!:!:%'"+2y/E!F!F!:!:!:r9)__original_docstring__rGrr rr logging_levelrr8rinspectrrVAR_POSITIONALr]r3) rr all_keywordsr=rkeywordsr5r6rr7rs ` @r7_update_backendzopts._update_backends  % -),C &uu 0099!1!7!7!9!9 @ @ GX$Z00 @ @H - W++GX>>@@@ @ @ @ @ @ @ @ @ @ @ @ @ @ @ @ UTTT TTTs#45566 00000000Iyy1IJJK!:!:!:!:+8!:!:!::;; &/ """s&8B**B. 1B. )NNTr[)FNNN)rDrErFrGrBr-rBooleanrr]rdr4rrrrrrrrrrrr8r rHrHrIs@r7rKrKIsC8"RRRNU]5/FGGGF *****%%% !![!F N N[ NEE[E&333[3j   [ WWW[W k k[ kPP[P2444[4n)Q)Q[)QV[@0$0$[0$d[(//[/////r9rK) metaclassc>eZdZdZfdZedZdZxZS)ra Utility function to set output either at the global level or on a specific object. To set output globally use: output(options) Where options may be an options specification string (as accepted by the IPython opts magic) or an options specifications dictionary. For instance: output("backend='bokeh'") # Or equivalently output(backend='bokeh') To set save output from a specific object do disk using the 'filename' argument, you can supply the object as the first positional argument and supply the filename keyword: curve = hv.Curve([1,2,3]) output(curve, filename='curve.png') For compatibility with the output magic, you can supply the object as the second argument after the string specification: curve = hv.Curve([1,2,3]) output("filename='curve.png'", curve) These two modes are equivalent to the IPython output line magic and the cell magic respectively. c:tj|i|dSr[r\r^s r7r]zoutput.__init__Bs%$)&)))))r9cgdtjjtjjfdD}fdt |Dd|vrtjd<ddvr$dddd<dfdt  D}td |d dS) N)filenamermodec:g|]\}}|v ||k|Srbrb)rkrtrqr deprecates r7rzzoutput.info..Ks6XXXca0B0BqHUVKGWGWGWGWGWr9c"i|] }|| Srbrb)rkrtrs r7r~zoutput.info..Ls444!71:444r9r:rr c32K|]}|d|VdSr rb)rkrtpairss r7rmzoutput.info..Rs5OOQ00E!H00OOOOOOr9zoutput()) routput_settingsrrrrrrr)rr+)rrrGrrRrrVs @@@@r7rz output.infoFs 000 '/(1XXXXXW]]__XXX4444vd||444 D $4E)  % " " "$Y/55c::1=E) 99OOOO&:N:NOOOOO ####$$$$$r9cd}d\}}t|dkrtdt|dkr$t|dts |d}n4t|dkr |d}nt|dkr|\}}t|tr~|r t j|i}|D]'}|t jj vrtd|(d}t jj d ||||d |dS||St jj d ||d |dS) Nz6For help with hv.util.output call help(hv.util.output)rIr z9The opts utility accepts one or two positional arguments.rrzInvalid keyword: cN ddlm}n#t$rYdSwxYw||dS)Nr)display)IPython.displayr[ ImportError)rrendererr[s r7 display_fnz#output.__call__..display_fnisO7777777"FF s  )linecell cell_runner help_prompt)r`rcrb) r TypeErrorrorr rrXextract_keywordsrallowedrr)r@r_rrcr`rrtr_s r7rdzoutput.__call__VsN  c t99q==WXX X t99>>*T!Wc":":>q'CC YY!^^7DD YY!^^KT3 c; ' ' X K/@@rJJ\\^^ < <E1999"#:q#:#:;;;:     ! ( Md*5@ M MDK M M M M M _J  ! ( Wd W Ww W W W W Wr9) rDrErFrGr]r4rrdrHrIs@r7rr stB***** % %[ %XXXXXXXr9r)r7c |tjvrKtj}tjtjvrd}t||rtj|tj|S#t $rU}d}ddtjD}t ||||d}~wwxYw)zM Helper utility to access the active renderer for a given extension. NzICould not find a {name!r} renderer, available renderers are: {available}.r c34K|]}t|VdSr[rhrss r7rmzrenderer..s(??!d1gg??????r9)name available)rrrr set_current_backendr]r)r)ri prev_backendrrBrjs r7r^r^{s M u & & 0L$EO;;# dOOO 8),777t$$ MMMZII??u????? #**$)*DDEE1LMsA*A-- C 7ACC cZeZdZdZddddZeeZdZdZ e dZ d Z d S) r z Helper utility used to load holoviews extensions. These can be plotting extensions, element extensions or anything else that can be registered to work with HoloViews. mplbokehplotly) matplotlibrorpFc |di}tjjjd"i|fd|D}t |D]0\}}|jvr"||j|f1|sdg}dg}t|}d}|D]\}} t|n0#t$r#j |d|dYnwxYw td| ||}n#tj $r;} j d|d |d | jd | jd Yd} ~ nPd} ~ wt $r@} j d |dt#| jd| dYd} ~ nd} ~ wwxYwt't(jjd<t/d|t(jjd<t/d|t(jjd<ni#t't(jjd<t/d|t(jjd<t/d|t(jjd<wxYwj|D]F} | #t $r,} j |d| d| Yd} ~ ?d} ~ wwxYw|tdt)j|ddl} |ddr|dkr| d| jjdkrZdt<jvrd| j_dSdt@j!vsd t@j!vr$d!| j_"dSdSdS)#Nconfigc@g|]}|jv |j|fSrb) _backends)rkargr@s r7rzz&extension.__call__..s;---#T^++,-+++r9rq)rqrnz could not be imported, ensure z is installed.zholoviews.plotting.z HoloViews z. extension could not be loaded. The installed z version z# is less than the required version r{z Holoviews zE extension could not be imported, it raised the following exception: z('z')rfigholomapz backend hook z" failed with following exception: z&None of the backends could be importedrenable_mathjaxFromathjaxrXz google.colabcolab VSCODE_CWD VSCODE_PIDvscoderb)#poprrsrupdaterrrurr __import__r]r VersionErrorversion min_versionrtyperDr rrXrfr!_backend_hooksrkpanelrr commsrmodulesr%environ_ignore_bokeh_warnings) r@r_rcrsimportsp_valselected_backendrimprhookpns ` r7rdzextension.__call__sHb))  **6***-------fllnn-- 7 7GAtDN""4>!#45666 . >D,-GDzz# D DLGS g7#### g g g ""g#e#eg#e#e#efffff g \666777#+'.$$ > > > ""===%,==78y==,-M===>>>>>>>> U U U ""TTT:>q'':JTTNOTTTUUUUUUUU U . s<+++h!)++++++r9r{rhtml)fmt resourcestitlerb)rrr^rorendswithrKinstancerabsolute mode_formatsrrr)save) rrOrrrrrr` renderer_obj supportedformatss r7rrsN..GG$$L % w   E\\j377\H)>"+C 2;) # #xx --H   S(y#(  * **r9c |p tj}t|}|r |jdi|}|dkrC||}t |dkr||jS||S)a Renders the HoloViews object to the corresponding object in the specified backend, e.g. a Matplotlib or Bokeh figure. The backend defaults to the currently declared default backend. The resulting object can then be used with other objects in the specified backend. For instance, if you want to make a multi-part Bokeh figure using a plot type only available in HoloViews, you can use this function to return a Bokeh figure that you can use like any hand-constructed Bokeh figure in a Bokeh layout. Arguments --------- obj: HoloViews object The HoloViews object to render backend: string A valid HoloViews rendering backend **kwargs: dict Additional keyword arguments passed to the renderer, e.g. fps for animations Returns ------- rendered: The rendered representation of the HoloViews object, e.g. if backend='matplotlib' a matplotlib Figure or FuncAnimation rqr)fpsrb) rrr^rget_plotranimrget_plot_state)rrr`rplots r7renderr+s:..GG$$L 7,|,66v66 ,$$S)) t99q==99!1922 2  & &s + ++r9ceZdZdZejddZejidZej ddZ ej ddZ ej d d Z ej dgeefd d ejZd ZddZddZdZdZdS)Dynamica Dynamically applies a callable to the Elements in any HoloViews object. Will return a DynamicMap wrapping the original map object, which will lazily evaluate when a key is requested. By default Dynamic applies a no-op, making it useful for converting HoloMaps to a DynamicMap. Any supplied kwargs will be passed to the callable and any streams will be instantiated on the returned DynamicMap. If the supplied operation is a method on a parameterized object which was decorated with parameter dependencies Dynamic will automatically create a stream to watch the parameter changes. This default behavior may be disabled by setting watch=False. c|Sr[rbrs r7rzDynamic.csr9z@ Operation or user-defined callable to apply dynamicallyrWz2 Keyword arguments passed to the function.Ta If Dynamic is applied to another DynamicMap, determines whether linked streams and links attached to its Callable inputs are transferred to the output of the utility. For example if the Dynamic utility is applied to a DynamicMap with an RangeXY, this switch determines whether the corresponding visualization should update this stream with range changes originating from the newly generated axes.a Determines whether the output of the operation should inherit the .dataset property of the input to the operation. Helpful for tracking data providence for user supplied functions, which do not make use of the clone method. Should be disabled for operations where the output is not derived from the input and instead depends on some external state.FzA Whether the cloned DynamicMap will share the same cache.z= List of streams to attach to the returned DynamicMap)rXclass_rYc |dd}tj|||_|||||}t |trqt|jj |}|jj r |j |d<|j di|}|jj r%tfd|j D|_ n|||}|S)NwatchT) shared_datarstreamsplot_idc.g|]\}}|j|fSrb)callable)rkrtrqrs r7rzz$Dynamic.__call__..sC"A"A"A.2a$%&7h&7&;"<"A"A"Ar9rb)rrParamOverridesr_dynamic_operation _get_streamsror rpr link_inputs_plot_idrdata _make_dynamic)r@map_objrcrrr`dmaprs @r7rdzDynamic.__call__s' 7D))%dF33**733##GU33 gz * * B F.7Fv! 5$+$4y! 7=**6**Dv! B "A"A"A"A6:i"A"A"ABB %%gxAAD r9cf t|jjtr t t}gi}}|jjD]\}}t|t jstdt|ztj |j rFt|j tr,|j|kr|||j |j<i||j <|||<t!|}|d|Dz }n |jj}g}|jj|D]8}tj |r t|tr |}nMt|ts8t%j|s$tdt|jztt*rfd|jD} t|t.sCd|jDfd| D} |jdi| ||:i}|jjD]s\} } dt8jvr"dd lm} t| | r | jj } t| t jr$t| j t j!r| || <t|t/j"|z }t|tFr8t%j$|} tKt%j&|| z}t%jd p$ttNotQd }|r|r||jj)D]}t%j|d r||.t|tNrtQ|d rtK|j*+d g}|tK|j*+di)z }d|D}|t/|d tj,|\}}|rBd}t[|.d/d|D|S)aC Generates a list of streams to attach to the returned DynamicMap. If the input is a DynamicMap any streams that are supplying values for the key dimension of the input are inherited. And the list of supplied stream classes and instances are processed and added to the list. zXStream dictionary must map operation keywords to parameter names. Cannot handle %r type.c,g|]\}}||S))renamerb)rkstreamrs r7rzz(Dynamic._get_streams..s)YYY~vvVV6222YYYr9z:Streams must be Stream classes or instances, found %s typecbi|]+\}}||jv|j|,Sr[)rr)rkrtrqops r7r~z(Dynamic._get_streams..sA777daiAIIbdhhqkk,5IIr9ci|]\}}|| Srbrbrs r7r~z(Dynamic._get_streams..sGGG1q!GGGr9cDi|]\}}|||Srb)r)rkrtrqreverses r7r~z(Dynamic._get_streams..s-PPP1w{{1a00!PPPr9rr)WidgetT)has_deps_dinfo dependenciesr1cg|]=}t|tjt|jtj;|>Srb)rorrowner Parameterized)rkds r7rzz(Dynamic._get_streams..sVHHHZ5?5S5SH(%2EFFH!HHHr9) parameters watch_onlyzPThe supplied streams list contains objects that are not Stream instances: {objs}r c3K|]}|VdSr[rbrs r7rmz'Dynamic._get_streams..s$7T7Tb2 7T7T7T7T7T7Tr9)objsrb)0rorrrprrrrrrrDisclassr issubclassrrir operationris_param_methodrDrcontentsr_renamerrr`rrpanel.widgets.baserrr from_paramsr dimensioned_streamsrunique_iteratorrhasattrrrr_process_streamsrdrr))r@rrr stream_specsrcrirrupdatesrtrqr dim_streamshas_dependenciesrrr'r#rBrrs @@r7rzDynamic._get_streamss@ dfnd + + *!$''G#%r&L6>//11 % %a!!U_550$&R'+Aww&/000?17++% 17F0K0K%v~~37(00+-((#$F4LL1&99L YYYYY YLL6>L V " # #Fv&& 8:ff+E+E 8 00 8D4H4P4P 8 !]!%f!6"7888"i(( )7777fo6K6K6M6M777!&&11QGG0D0D0F0FGGGGPPPP PPPG ((((( NN6 " " " "FM''))  DAq#+%%555555a((& A!U_-- *QWeFY2Z2Z q 6%f--- gz * * H27;;K4/+0EFFGGG!0dCCCS&r<88RWR=R=R     NN2   V]))++ K KE#ED999 Ku%%%%E<00 KWUH5M5M K#EL$4$4^R$H$HII U\%5%5dB%?%?%F%F%H%H I II HH\HHHvDIIIJJJ099w  W6CCJJdii7T7TG7T7T7T.T.TJUUVV V r9Nc|i}tjjjr2tjjj|urjjdi|St jjt r9fd|D}jjj||fi|Sjj|fi|S)NcBi|]\}}|jjjv||Srb)rrr)rkrtrqr@s r7r~z$Dynamic._process..s1UUUtq!df>N>T9T9Ta9T9T9Tr9rb) rrrrget_method_ownerrorrprocess_element)r@rrr`s` r7_processzDynamic._processs >F   0 1 1 7d6KDFL\6]6]ah6h6h#46#--f-- - () 4 4 7UUUUv||~~UUUF346#3GSKKFKK K#46#G66v66 6r9cfdfdfd}jj}jj}t|tst j}d|i}t|gjj||S)zx Generate function to dynamically apply the operation. Wraps an existing HoloMap or DynamicMap. ctts|fSttr)jr"|s t fdjD}||fS)Nc3(K|] }|V dSr[rb)rkrtr`s r7rmz>Dynamic._dynamic_operation..resolve..s'DD!F1IDDDDDDr9)rorr _posarg_keysr:)rr`rs `r7resolvez+Dynamic._dynamic_operation..resolves|gw// EG|#GZ00 EW5I ERU EDDDDw/CDDDDD $ $r9cttjjjfi|}|||}jjr=t|tr(t|tr|j |j |_ |Sr[) rprresolve_dependent_kwargsrr`r link_datasetror _datasetdataset)rrr` processedr@s r7applyz)Dynamic._dynamic_operation..applys$7 FFQQ&QQF gsF;;I# 5 7G(D(D 59g.. 53<3E3M%,_ " r9c:||\}}|g|Ri|Sr[rb)rr`rrrs r7dynamic_operationz5Dynamic._dynamic_operation..dynamic_operation s8wsF++HC5-s---f-- -r9)fnr`)inputsrroperation_kwargs) rrr`rorrrrr)r@rrr op_kwargsrrs`` @@r7rzDynamic._dynamic_operations  % % % % %      . . . . . .F$ FM )Y// . )U333I!9-I !2G9-1V-?+42;=== =r9ct|trFt||}t|trt ||jjdd<|St|j }tj |}dt|j |D}t|fd|it||S)z Accepts a HoloMap and a dynamic callback function creating an equivalent DynamicMap from the HoloMap. )rNc ~g|]:\}}|ttj|;S)r)rrrr)rkrrs r7rzz)Dynamic._make_dynamic..'sI... 6T%9&%A%A B BCC...r9r)kdims)rorr rrrrziprrrget_param_valuesr rp)r@hmap dynamic_fnrr dim_valuesrcr s r7rzDynamic._make_dynamics dO , , j':::D$(( 5*.t** $QQQ'K$)..**+ &t,,..TZ,,...*SSgSfE9R9R9RSSSr9rb)TrI)rDrErFrGrCallablerDictr`rJrrr ClassSelectorrrpr disallow_refsrrdrrrrrbr9r7rrSsp  {{9CDDDIUZ)5666F %-3EFFFK!5=48999L %-4DEEEK"e!W"dD\H@WWCGCUWWG(VVVVp 7 7 7 7 = = =FTTTTTr9r)rNrNNr[)CrDr%r,r collectionsrrrpathlibrtypesrr pyviz_commsr _pyviz_extensioncorer r r rrrrrcore.operationrr core.optionsrrr core.overlayr core.utilroperation.elementrrrrrsettingsrr r!rX__file__r8 parameterizedParameterizedMetaclassr;ParameterizedFunctionrK_backend_switch_hooksrrHr_generate_docstringrG_generate_signaturer]r3r^rrrrbr9r7r)s ######(((((((( 555555                    :9999999<<<<<<<<<<""""""------((((((<<<<<<<<<<AAAAAAAAAA&'U*****00000u"9000"Q/Q/Q/Q/Q/5 &(Q/Q/Q/Q/h""4#7888UXUXUXUXUXU (UXUXUXn&::U:KK % 5 I I K KMMM&YhYhYhYhYh YhYhYhx>*>*>*>*B%,%,%,%,PVTVTVTVTVTe)VTVTVTVTVTr9