ha( SrSSKrSSKJrJrJrJrJrJr SSK J r J r SSK J r Jr SSKJrJr SS KJrJrJr 0rSqS S S S0S 4S \\\\ \\4\ \\4S \S\S\S\\S\\\4S\S\4SjjrS SS 0S SSS 4S \\\ \ 4S \S\S\S\\\4S\S\S\S\SS4SjjrSr04S\\ \4S\\\4S\\\44Sjjr04S\ S\\\4S\\\44S jjr04S\ S\\\4S\\\44S!jjr S"\\/\4SS4S#jr!S\ S\\\44S$jr"g)%z spaCy's built in visualization suite for dependencies and named entities. DOCS: https://spacy.io/api/top-level#displacy USAGE: https://spacy.io/usage/visualizers N)AnyCallableDictIterableOptionalUnion)ErrorsWarnings)DocSpan)find_available_port is_in_jupyter)DependencyRendererEntityRenderer SpanRendererdepFdocsstylepageminifyjupyteroptionsmanualreturnc[[4[[4[[ 4S.nX;a&[ [RRUS95e[U[[[45(aU/nUVs/sH*n[U[5(dUOUR5PM, nn[SU55(d[ [R 5eXqupU "US9n U(dUV s/sH o"X5PM sn OUn U(a9UH3n [U [5(dMSU ;dM"[#U SSS9U S'M5 U R%XUS9R'5[(S '[(S n[*b [+U5nU(dUc4[-5(a%S S KJnJn U"U"S RU555$U$s snfs sn f) aRender displaCy visualisation. docs (Union[Iterable[Union[Doc, Span, dict]], Doc, Span, dict]]): Document(s) to visualise. a 'dict' is only allowed here when 'manual' is set to True style (str): Visualisation style, 'dep' or 'ent'. page (bool): Render markup as full HTML page. minify (bool): Minify HTML markup. jupyter (bool): Override Jupyter auto-detection. options (dict): Visualiser-specific options, e.g. colors. manual (bool): Don't parse `Doc` and instead expect a dict/list of dicts. RETURNS (str): Rendered SVG or HTML markup. DOCS: https://spacy.io/api/top-level#displacy.render USAGE: https://spacy.io/usage/visualizers )rentspan)rc3X# UH n[U[[[45v M" g7f)N) isinstancer r dict).0objs Q/home/james-whalen/.local/lib/python3.13/site-packages/spacy/displacy/__init__.py render..5s!BTcz#T4011Ts(*)rentscUSUS4$)Nstartend)xs r%render..=s7QuX@V)key)rrparsedr)HTMLdisplayz&{})r parse_depsr parse_entsr parse_spans ValueErrorr E087formatr!r r r"as_docallE096sortedrenderstrip_htmlRENDER_WRAPPERrIPython.core.displayr3r4)rrrrrrr factoriesr$ renderer_func converterrendererdocr2htmlr3r4s r%r?r?s2#J/ +{+I  ++%+899$dD)**vJN O$3z#t,,C#**, >$D O BTB B B%%(/MW-H>D 6#i% 6$F C#t$$3$S[6VWF oofoGMMOE(O ?D!d#7?} 7tDKKDQRSS K) P 7s 71G1G Tiz0.0.0.0porthostauto_select_portc SSKJn [XgU5n[5(a$[R "[ R5 [XX#XES9 U RXv[5n [SUS35 [SUSUS35 U R5 U R5 g ![a [S US 35 N,f=f!U R5 f=f) a[Serve displaCy visualisation. docs (list or Doc): Document(s) to visualise. style (str): Visualisation style, 'dep' or 'ent'. page (bool): Render markup as full HTML page. minify (bool): Minify HTML markup. options (dict): Visualiser-specific options, e.g. colors. manual (bool): Don't parse `Doc` and instead expect a dict/list of dicts. port (int): Port to serve visualisation. host (str): Host to serve visualisation. auto_select_port (bool): Automatically select a port if the specified port is in use. DOCS: https://spacy.io/api/top-level#displacy.serve USAGE: https://spacy.io/usage/visualizers r) simple_server)rrrrrz Using the 'z ' visualizerzServing on http://:z ... zShutting down server on port .N)wsgirefrNrrwarningswarnr W011r? make_serverappprint serve_foreverKeyboardInterrupt server_close) rrrrrrrJrKrLrNhttpds r%server\Ks4& t+;  C   e $ $ hmm${{%u-- ^^ 3??+77<<WW^^ " 1 1 !!"!2 ,{{#T**HD}}DIIaL$9$9FFE&&1*CC.SX%6%6qC.SX%6%6%6S>D LL$ 4;;G H^^ .3*5 #J!!$!4/4;;~.L K(I   A FF)166qvv!*QXX     D 66DIIKK  KK&&tyyQWX VVdiikk ! KK!YY[[66!YY"   D6Fx6P QQa &   s :A.N25!OA O2 O OrHc URSS5nURVs/sHhnURURURUR (a UR OSU(aUR UR 5OSS.PMj nnU(d$[R"[R5 [US5(aURRSS5OSn[U5nURXEUS.$s snf) zGenerate named entities in [{start: i, end: i, label: 'label'}] format. doc (Doc): Document to parse. options (Dict[str, Any]): NER-specific visualisation options. RETURNS (dict): Generated entities keyed by text (original text) and ents. kb_url_templateN#)r*r+rukb_idkb_urlrftitle)rsr(rrz)rr( start_charend_charlabel_kb_id_r:rRrSr W006hasattrrfrrs)rHrrrr(rrzs r%r6r6skk"3T:O88 C ^^<<ZZ#&::SZZ2rs9 AA%5DD  " 5 sD$/0#tTA B5 5 5  5 d^ 5 #s(^ 5 5 5t ")  s" #) ) )  ) #s(^ )  ) ) )) )X;=ARCIAR)-c3hAR #s(^ARH46RCR$sCx.R$sCx.R257"S"4S>"4S>"JXseSj1d"#$sCx.r0