jMh UdZddlZddlZddlmZmZmZmZmZddl m Z ddl m Z m Z ddlmZddlmZdZ dd lmZmZdd lmZmZdd lmZdd lmZGddee Z ide jBde jDde jFde jHde jJde jLd e jNd!e jPd"e jRd#e jTd$e jVd%e jXd&e jXd'e jXd(e jZd)e j\d*e j^id+e j`d,e j`d-e jbd.e jdd/e jfd0e jhd1e jjd2e jld3e jnd4e jpd5e jrd6e jtd7e jvd8e jxd9e jzd:e j|d;e j~Z@eee feAd<<ie jBd=d>ge jDd?ge jFd@ge jHdAge jJdBdCge jLdDge jNdEge jPdFdGge jRdHdIge jTdJge jVdKge jXdLge jZdMge j\dNge j^dOge j`dPdQge jbdRge jddSge jfdTge jhdUge jjdVge jldWge jndXge jpdYge jrdZd[ge jtd\d]ge jvgd^e jxd_d`ge jzdage j|dbge j~dcgiZBee eefeAdd<dZd_dedRdfZCeeefeAdg<e jBe jDe jFe jHe jJe jLe jNe jPe jRe jTe jVh ZDe jXe jZe j\e j^e j`hZEe jbe jde jfe jhe jje jle jne jphZFe jre jte jve jxe jze j|e j~hZGdhdhdidjdkZHeIe ZJdle dmefdnZK ddoedpeee dmee fdqZLdreedmefdsZMdreedmefdtZNdle dreedmefduZOdredveePe dmee fdwZQdxdydzd{d|ZReeefeAd}<idhdxd~dxddxddxddxddxddxddxddxddxddxddxddxddxddxddxddxiddxddxddxddxddxddxddxddxddxddxddxddxddxddxddyddyddzdzdzd{d{d{dZSeeefeAd<dededmefdZTdededmeUfdZVGdde ZWy#e$rJej<ZGd dZGddZGddZGddZGddZdZY]wxYw)aAzure Content Understanding converter for MarkItDown. Converts files using Azure Content Understanding (CU) for high-quality, multi-modal extraction with structured field output. Supports documents, images, audio, and video. Fields are serialized as YAML front matter via the CU SDK's ``to_llm_input()`` helper. Install dependencies: ``pip install markitdown[az-content-understanding]`` N)BinaryIOAnyListOptionalDict)Enum)DocumentConverterDocumentConverterResult) StreamInfo)MissingDependencyException)ContentUnderstandingClient to_llm_input)AzureKeyCredentialTokenCredential)UserAgentPolicy)DefaultAzureCredentialc eZdZy)rN__name__ __module__ __qualname__d/root/aria/tools/markitdown-venv/lib/python3.12/site-packages/markitdown/converters/_cu_converter.pyrr rrc eZdZy)rNrrrrrr"rrrc eZdZy)rNrrrrrr%rrrc eZdZy)rNrrrrrr(rrrc eZdZy)rNrrrrrr+rrrcyNr)argskwargss rrr.s rceZdZdZdZdZdZdZdZdZ dZ d Z d Z d Z d Zd ZdZdZdZdZdZdZdZdZdZdZdZdZdZdZdZdZdZ dZ!d Z"y!)"ContentUnderstandingFileTypez:Supported file types for Content Understanding conversion.pdfdocxpptxxlsxhtmltxtmdrtfxmlemlmsgjpegpngbmptiffheifmp4m4vmovavimkvwebmflvwmvwavmp3m4aflacoggaacwmaN)#rrr__doc__PDFDOCXPPTXXLSXHTMLTXTMDRTFXMLEMLMSGJPEGPNGBMPTIFFHEIFMP4M4VMOVAVIMKVWEBMFLVWMVWAVMP3M4AFLACOGGAACWMArrrr&r&7sD C D D D D C B C C C C D C C D D C C C C C D C C C C C D C C Crr&z.pdfz.docxz.pptxz.xlsxz.htmlz.txtz.mdz.rtfz.xmlz.emlz.msgz.jpgz.jpegz.jpez.pngz.bmpz.tiffz.heifz.heicz.mp4z.m4vz.movz.aviz.mkvz.webmz.flvz.wmvz.wavz.mp3z.m4az.flacz.oggz.aacz.wma_EXTENSION_MAPzapplication/pdfzapplication/x-pdfzGapplication/vnd.openxmlformats-officedocument.wordprocessingml.documentzrrrqr)rrs r_is_analyzer_compatiblers"J& 555 - --rc eZdZdZdddddedeezdzdeedeee ffdZ d e d e d e d efd Zd e d e d e d efdZxZS)ContentUnderstandingConverterzConverts files using Azure Content Understanding. Provides high-quality document, image, audio, and video conversion with structured field extraction via YAML front matter. N) credentialrrendpointrrrct|t)tdtdj td||nt |_||_d|_|7tjjd}| t|}n t} ddlm}d|}t#||t%|  |_|j&t)|j&|j|_yy#t $rd}YbwxYw) aInitialize the Content Understanding converter. Args: endpoint: CU resource endpoint URL. credential: Explicit credential. If None, falls back to AZURE_API_KEY env var, then DefaultAzureCredential. analyzer_id: Custom analyzer for compatible file types. When set, the converter checks the analyzer's base modality (via get_analyzer() at init) and routes only compatible file types to it. Incompatible modalities auto-route to default prebuilts. If None, auto-selects by extension/MIME. file_types: Which file types to handle. If None, uses the default set (all supported formats). NzContentUnderstandingConverter requires the optional dependency [az-content-understanding] (or [all]) to be installed. E.g., `pip install markitdown[az-content-understanding]`rr AZURE_API_KEY) __version__unknownzmarkitdown-cu/) user_agent)rruser_agent_policy)super__init___dependency_exc_infor with_traceback_ALL_FILE_TYPES _file_types _analyzer_id_analyzer_modalityosenvironrrr __about__r ImportErrorrr_clientr) selfrrrrapi_keyrr __class__s rrz&ContentUnderstandingConverter.__init__s,  +,K(n$Q'  *4)?:_'15  jjnn_5G"/8 35  $ /&k]3 2!-D      (&@ d//'D # ) $#K $sC11 C?>C? file_streamr~r$rvc 2t||jduS)z6Return True if the file type is in the configured set.N)rr)rrr~r$s racceptsz%ContentUnderstandingConverter.acceptss!d.>.>?tKKrc t||j}| tdt|}|j/|j #t ||j r |j}ntj|d}|j}t||j}|jj|||} | j} t| } t!| S)zEConvert the file using CU and return Markdown with YAML front matter.z;Unsupported file type for Content Understanding conversion.rn)r binary_input content_type)markdown)rrr|r}rrr_PREBUILT_ANALYZERSrreadrrrbegin_analyze_binaryresultrr ) rrr~r$rurr file_bytesrpollerrtexts rconvertz%ContentUnderstandingConverter.convert s&k43C3CD  M &i0     )''3' t7N7NO++K-118K !%%' (K4H4HI 22##%3 F#'55r)rrrrFstrrrrrr&rrr rboolrr r __classcell__)rs@rrrsCG%)CG BB'84? B c] B T">?@ BHLL L L  L-6-6 -6 -6 ! -6rrr")XrFsysrtypingrrrrrenumr_base_converterr r _stream_infor _exceptionsr razure.ai.contentunderstandingrrazure.core.credentialsrrazure.core.pipeline.policiesrazure.identityrrexc_inforr&rGrHrIrJrKrLrMrNrOrPrQrRrSrTrUrVrWrXrYrZr[r\r]r^r_r`rarbrcrdrerf__annotations__rlrmrxryrzr{rlistrr}rrrrrrrrrrrrrrrrsS  66H%4 VJ<5:*3*\(; ( , ,(; ) . .(; ) . . (;  ) . . (;  ) . . (; ( , ,(; ' * *(; ( , ,(; ( , ,(; ( , ,(; ( , ,(; ( - -(;  ) . .!(;" ( - -#(;$ ( , ,%(;& ( , ,'(;( ) . .)(;* ) . .+(;, ) . .-(;0 ( , ,1(;2 ( , ,3(;4 ( , ,5(;6 ( , ,7(;8 ( , ,9(;: ) . .;(;< ( , ,=(;> ( , ,?(;B ( , ,C(;D ( , ,E(;F ( , ,G(;H ) . .I(;J ( , ,K(;L ( , ,M(;N ( , ,O(;S667(V+A $$'8:M&N+A!%%Q(+A !%%F( +A!%%K(+A!%% 5L'M+A!$$|n+A!##o%6+A!$$z3D&E+A !$$z3D&E!+A$!$$'7&8%+A&!$$'C&D'+A*!%% ~++A,!$${m-+A.!$${m/+A0!%% ~1+A2!%% l'C3+A6!$${m7+A8!$$}o $$'8&9 $$'8&9 $$'9&: %% ~ $$}o $$'7&8 $${M&B $$|[&A $$&O %% n'E $${m $${m $$'7&8U+A149<=+\  ! tCH~!$$ %% %% %% %% $$ ## $$ $$ $$ $$ !%% $$ $$ %% %%  !$$ $$ $$ $$ $$ %% $$ $$  !$$ $$ $$ %% $$ $$ $$ * & # # 34 89 8c 8@D:::;<:*+:&=x}==M8C=MSM +sm <   c67 8 *+ $$ %4S>.,z.,z.,Z .,  .,  ., ., .,j.,:.,":.,#J.,&z.,.,:., :!.," #.,$%.,&j'.,(J).,*:+.,,J-.,.&z/.,0#J1.,2z3.,6z7.,8*9.,:*;.,<J=.,@JA.,B C.,D-jE.,HgI.,JGK.,NgO.,P$"#%[.,$sCx..bsB.3.3.4.A6$5A6}  '3<<>           ' sY""A Z10Z1