{-jv~ddlZddlZddlZddlZddlmZddlmZddlm Z m Z m Z m Z m Z mZddlZddlZddlmZddlmZdd lmZmZmZmZmZmZmZmZm Z Gd d Z!Gd d Z"GddZ#dZ$GddZ%GddZ&GddZ'GddZ(GddZ)GddZ*GddZ+Gdd Z,Gd!d"Z-dS)#N)abstractmethod)Path)AnyCallableDictListOptionalUnion)Image)logging) AudioWriter CSVWriter HtmlWriter ImageWriter JsonWriterMarkdownWriter TextWriter VideoWriter XlsxWriterceZdZdZdedefdZedee e ffdZ e dee e ffdZ d d ZdS) WordMixinzB Mixin class for adding Word (.docx) export capabilities. argskwargscD|j|jdSN) _save_funcsappend save_to_wordselfrrs e/var/www/html/banglarbhumi/venv/lib/python3.11/site-packages/paddlex/inference/common/result/mixin.py__init__zWordMixin.__init__.s"  122222returnctz Convert the result to a Word-compatible format. Returns: Dict[str, Any]: A dictionary containing Word-compatible blocks and image data. NotImplementedErrorr"s r#_to_wordzWordMixin._to_word1 "!r%c*|Sr()r,r+s r#wordzWordMixin.word;}}r%Nc ddlm}m}t|}t|}||jdz }|}||d|} ||d| |dd|dd  } | | d S) z Save the result to a .docx file.) WordConverter save_imagesz.docximages word_blocksoriginal_image_widthioriginal_image_heightr)abs_image_pathsr7r8N) converterr3r4r _get_input_fnstemr,convertgetsaveas_posix) r" save_pathrrr3r4fn save_file word_datar9docs r#r zWordMixin.save_to_wordEs99999999 $$$&& ' 'OO 27 1 1 11 MMOO %+i&99EE## m $+!*/Es!K!K"+--0G"K"K $   ##%%&&&&&r%r&N)__name__ __module__ __qualname____doc__listdictr$rrstrrr,propertyr/r r%r#rr)s3d3d3333"$sCx."""^"d38nX''''''r%rc~eZdZdedefdZedeee ffdZ e deee ffdZ d dZ dS) LatexMixinrrcD|j|jdSr)rr save_to_latexr!s r#r$zLatexMixin.__init__Ys"  233333r%r&ct)z Convert the result to a LaTeX-compatible format. Returns: Dict[str, Any]: A dictionary containing LaTeX-compatible blocks and image data. r)r+s r# _to_latexzLatexMixin._to_latex\r-r%c*|S)zProperty to access the LaTeX-compatible data. Returns: Dict[str, Any]: A dictionary containing LaTeX-compatible blocks and image data. )rUr+s r#latexzLatexMixin.latexf~~r%Ncddlm}m}t|}t|}||jdz }|}||d|} ||d| } t| dd 5} | | d d d d S#1swxYwYd S) zSave the result to a .tex file.r2)LatexConverterr4z.texr5 latex_blocks)r9wzutf-8)encodingN) r:rZr4rr;r<rUr=openr@write) r"rArrrZr4rBrC latex_datar9rWfs r#rSzLatexMixin.save_to_latexos0:::::::: $$$&& ' 'OO 27 0 0 00 ^^%% %+j&:IFF&& ~ &+'   )$$&&g > > > ! GGENNN                  s-CCCrF)rGrHrIrKrLr$rrrMrrUrNrWrSrOr%r#rQrQXs4d4d4444"4S>"""^" tCH~   X r%rQcLeZdZdZedeeeffdZdZddZdS)StrMixinz6Mixin class for adding string conversion capabilities.r&c*|S)zProperty to get the string representation of the result. Returns: Dict[str, str]: The string representation of the result. )_to_strr+s r#rMz StrMixin.strs||~~r%c d|iS)aConvert the given result data to a string representation. Args: json_format (bool): If True, return a JSON formatted string. Default is False. indent (int): Number of spaces to indent for JSON formatting. Default is 4. ensure_ascii (bool): If True, ensure all characters are ASCII. Default is False. Returns: Dict[str, str]: The string representation of the result. resrOr+s r#rezStrMixin._to_strst}r%NcRtj|dS)z.Print the string representation of the result.N)r inforer+s r#printzStrMixin.prints  T\\^^$$$$$r%rF) rGrHrIrJrNrrMrerjrOr%r#rcrcsj@@ T#s(^X   %%%%%%r%rcct|tjtjfrt |St|tjtjfrt|St|tjrd| DSt|tj r)tj |ddSt|tr|St|t"r+t#d|DSt|t&t(fr d|DS|S)zHelper function to format data into a JSON-serializable format. Args: obj: The object to be formatted. Returns: Any: The formatted object. c,g|]}t|SrO _format_data).0items r# z _format_data..s <<z _format_data..s$@@@DAqQ Q@@@r%c,g|]}t|SrOrm)rois r#rqz _format_data..s---A Q---r%) isinstancenpfloat32float64floatint32int64intndarraytolistpd DataFramejsonloadsto_jsonrr@rLitemsrKtuple)objs r#rnrns;# BJ/00Szz C"(BH- . . 3xx C $ $ <._is_json_files,$/ ::LIqD(LY:L-L Lr%rz.jsonrrr2z`The result has multiple json files need to be saved. But the `save_path` has been specified as ``!rN) rrr;r<rr_r@lenr warningrKkeys) r"rArrrrr json_datarBr<base_save_pathkeys r#rzJsonMixin.save_to_jsons$ M M MMMOO }Y'' d((**++B7D!)__N  *-A-As-A-A-AA '!'&&((cN  "!-     9~~!!ExAEEE $D  #$y~~//0034     )          r% json_formatcZ|r&tjtd|i||Sd|iS)aConvert the given result data to a string representation. Args: data (dict): The data would be converted to str. json_format (bool): If True, return a JSON formatted string. Default is False. indent (int): Number of spaces to indent for JSON formatting. Default is 4. ensure_ascii (bool): If True, ensure all characters are ASCII. Default is False. Returns: Dict[str, str]: The string representation of the result. rgr)rdumpsrn)r"rrrs r#rezJsonMixin._to_str sD  !:eT]++F 4= r%c^||||}tj|dS)aUPrint the string representation of the result. Args: json_format (bool): If True, print a JSON formatted string. Default is False. indent (int): Number of spaces to indent for JSON formatting. Default is 4. ensure_ascii (bool): If True, ensure all characters are ASCII. Default is False. )rrrN)rer ri)r"rrrstr_s r#rjzJsonMixin.print#s;||#F    Tr%rF)r F)Fr F)rGrHrIrJr$rrMrrrNrrboolrrrerjrOr%r#rrspAA3333:$sDcN23::::d3S#X./X" 3333 3  3  3 3333n"" !!!! !!!!.PU   14 HL        r%rceZdZdZdededdfdZedeeeffdZ e deeeffdZ d edededdfd Z dS) Base64Mixinz4Mixin class for adding Base64 encoding capabilities.rrr&Ncft|i||_|j|jdS)zInitializes the Base64Mixin. Args: *args: Positional arguments to pass to the TextWriter. **kwargs: Keyword arguments to pass to the TextWriter. N)r_base64_writerrrsave_to_base64r!s r#r$zBase64Mixin.__init__6s9)$9&99  344444r%ct)zAbstract method to convert the result to Base64. Returns: Dict[str, str]: The str type Base64 representation result. r)r+s r# _to_base64zBase64Mixin._to_base64@ "!r%c*|S)z Property that returns the Base64 encoded content. Returns: Dict[str, str]: The base64 representation of the result. )rr+s r#base64zBase64Mixin.base64Is   r%rAc`|}t|dsxt |}|j}t |}|D]<}||d|dz }|jj| ||g|Ri|=dSt|dkrtj d|d|jj||t|dg|Ri|dS)aSaves the Base64 encoded content to the specified path. Args: save_path (str): The path to save the base64 representation result. If the save path does not end with '.b64', it appends the base name and suffix of the input path. *args: Additional positional arguments that will be passed to the base64 writer. **kwargs: Additional keyword arguments that will be passed to the base64 writer. z.b64rr2zbThe result has multiple base64 files need to be saved. But the `save_path` has been specified as `rrN)rrMlowerendswithrr;r<rr_r@rr rrKr) r"rArrrrBr<rrs r#rzBase64Mixin.save_to_base64Ss""9~~##%%..88 d((**++B7D!)__N  *-@-@s-@-@-@@ )#)&&((&+8<@F   6{{QGzCGGG &D  %6$v{{}}"5"5a"89 <@   DJ     r%) rGrHrIrJrrr$rrMrrNrrrOr%r#rr3s>>5d5d5t5555"DcN"""^"!S#X!!!X!DDTr%rc eZdZdZd dedededdfdZedeee j ffd Z e deee j ffd Z d edededdfd Z dS)ImgMixinz3Mixin class for adding image handling capabilities.pillowbackendrrr&Ncjt|d|i||_|j|jdS)a%Initializes ImgMixin. Args: backend (str): The backend to use for image processing. Defaults to "pillow". *args: Additional positional arguments to pass to the ImageWriter. **kwargs: Additional keyword arguments to pass to the ImageWriter. rN)r _img_writerrr save_to_imgr"rrrs r#r$zImgMixin.__init__ss>'HwHHH  011111r%ct)zAbstract method to convert the result to an image. Returns: Dict[str, Image.Image]: The image representation result. r)r+s r#_to_imgzImgMixin._to_img~rr%c*|S)zProperty to get the image representation of the result. Returns: Dict[str, Image.Image]: The image representation of the result. )rr+s r#imgz ImgMixin.img||~~r%rAc>d}|}||st|}||r|jnd}|j}t|} |D]=} | |d| |z }|jj||| g|Ri|>dSt|dkrtj d|d|jj||t| dg|Ri|dS) aSaves the image representation of the result to the specified path. Args: save_path (str): The path to save the image. If the save path does not end with .jpg or .png, it appends the input path's stem and suffix to the save path. *args: Additional positional arguments that will be passed to the image writer. **kwargs: Additional keyword arguments that will be passed to the image writer. cbtj|\}}|duo|dS)Nzimage/rr startswithrs r#_is_image_filez,ImgMixin.save_to_img.._is_image_file4$/ ::LIqD(KY-A-A(-K-K Kr%z.pngrr2z_The result has multiple img files need to be saved. But the `save_path` has been specified as `rrN) rrr;suffixr<rr_r@rr rrKr) r"rArrrrrBrr<rrs r#rzImgMixin.save_to_imgs| L L Lllnn~i(( Yd((**++B"0."4"4@RYY&F7D!)__N X X*-D-Ds-DF-D-DD & &y'9'9';';SXWWWWPVWWWW X X3xx!||DvDDD #D  "9c$sxxzz2B2B12E.F X X X XQW X X X X Xr%)r)rGrHrIrJrMrrr$rr rrNrrrOr%r#rrps== 2 2 2t 2t 2PT 2 2 2 2"c5;./"""^"T#u{*+XYSYYY$YYYYYYr%rc eZdZdZd dedededdfdZedeee j ffd Z e deee j ffd Z d edededdfd ZdS)CSVMixinz1Mixin class for adding CSV handling capabilities.pandasrrrr&Nct|d|i||_t|dsg|_|j|jdS)aInitializes the CSVMixin. Args: backend (str): The backend to use for CSV operations (default is "pandas"). *args: Optional positional arguments to pass to the CSVWriter. **kwargs: Optional keyword arguments to pass to the CSVWriter. rrN)r _csv_writerhasattrrr save_to_csvrs r#r$zCSVMixin.__init__sX%tFWFvFFt]++ "!D   011111r%c*|S)zProperty to get the pandas Dataframe representation of the result. Returns: Dict[str, pd.DataFrame]: The pandas.DataFrame representation of the result. )_to_csvr+s r#csvz CSVMixin.csvrr%ct)zAbstract method to convert the result to pandas.DataFrame. Returns: Dict[str, pd.DataFrame]: The pandas.DataFrame representation result. r)r+s r#rzCSVMixin._to_csvrr%rAcd}|}||sxt|}|j}t|}|D]<} ||d| dz }|jj||| g|Ri|=dSt|dkrtj d|d|jj||t| dg|Ri|dS) aSaves the result to a CSV file. Args: save_path (str): The path to save the CSV file. If the path does not end with ".csv", the stem of the input path attribute (self['input_path']) will be used as the filename. *args: Optional positional arguments to pass to the CSV writer's write method. **kwargs: Optional keyword arguments to pass to the CSV writer's write method. cDtj|\}}|duo|dkS)Nztext/csvrrs r# _is_csv_filez*CSVMixin.save_to_csv.._is_csv_files+$/ ::LIqD(DY*-D Dr%rz.csvr2z_The result has multiple csv files need to be saved. But the `save_path` has been specified as `rrN) rrr;r<rr_r@rr rrKr) r"rArrrrrBr<rrs r#rzCSVMixin.save_to_csvs` E E Ellnn|I&& Yd((**++B7D!)__N X X*-@-@s-@-@-@@ & &y'9'9';';SXWWWWPVWWWW X X3xx!||DvDDD #D  "9c$sxxzz2B2B12E.F X X X XQW X X X X Xr%)r)rGrHrIrJrMrrr$rNrrrrrrrOr%r#rrs;; 2 2 2t 2t 2PT 2 2 2 2T#r|+,X"c2</0"""^"YSYYY$YYYYYYr%rceZdZdZdededdfdZedeeeffdZ e deeeffdZ d edededdfd Z dS) HtmlMixinz2Mixin class for adding HTML handling capabilities.rrr&Ncft|i||_|j|jdS)a Initializes the HTML writer and appends the save_to_html method to the save functions list. Args: *args: Positional arguments passed to the HtmlWriter. **kwargs: Keyword arguments passed to the HtmlWriter. N)r _html_writerrr save_to_htmlr!s r#r$zHtmlMixin.__init__s9'777  122222r%c*|S)zProperty to get the HTML representation of the result. Returns: str: The str type HTML representation of the result. )_to_htmlr+s r#htmlzHtmlMixin.html}}r%ct)zAbstract method to convert the result to str type HTML representation. Returns: Dict[str, str]: The str type HTML representation result. r)r+s r#rzHtmlMixin._to_htmlrr%rAcd}|}||sxt|}|j}t|}|D]<} ||d| dz }|jj||| g|Ri|=dSt|dkrtj d|d|jj||t| dg|Ri|dS) zSaves the HTML representation of the object to the specified path. Args: save_path (str): The path to save the HTML file. *args: Additional positional arguments. **kwargs: Additional keyword arguments. cDtj|\}}|duo|dkS)Nz text/htmlrrs r# _is_html_filez-HtmlMixin.save_to_html.._is_html_files+$/ ::LIqD(EY+-E Er%rz.htmlr2z`The result has multiple html files need to be saved. But the `save_path` has been specified as `rrN) rrr;r<rr_r@rr rrKr) r"rArrrrrBr<rrs r#rzHtmlMixin.save_to_htmls F F F}}}Y'' d((**++B7D!)__N  *-A-As-A-A-AA '!'&&(($s)6:>D   4yy1}}ExAEEE $D  #4TYY[[ 1 1! 45 8<   @F     r%) rGrHrIrJrrr$rNrMrrrrrOr%r#rrs<< 3d 3d 3t 3 3 3 3d38nX"$sCx."""^"c$$4r%rceZdZdZdededdfdZedeeeffdZ e deeeffdZ d edededdfd Z dS) XlsxMixinz2Mixin class for adding XLSX handling capabilities.rrr&Ncft|i||_|j|jdS)aInitializes the XLSX writer and appends the save_to_xlsx method to the save functions. Args: *args: Positional arguments to be passed to the XlsxWriter constructor. **kwargs: Keyword arguments to be passed to the XlsxWriter constructor. N)r _xlsx_writerrr save_to_xlsxr!s r#r$zXlsxMixin.__init__2s9'777  122222r%c*|S)zProperty to get the XLSX representation of the result. Returns: Dict[str, str]: The str type XLSX representation of the result. )_to_xlsxr+s r#xlsxzXlsxMixin.xlsx<rr%ct)zAbstract method to convert the result to str type XLSX representation. Returns: Dict[str, str]: The str type HTML representation result. r)r+s r#rzXlsxMixin._to_xlsxErr%rAcd}|}||sxt|}|j}t|}|D]<} ||d| dz }|jj||| g|Ri|=dSt|dkrtj d|d|jj||t| dg|Ri|dS) aSaves the HTML representation to an XLSX file. Args: save_path (str): The path to save the XLSX file. If the path does not end with ".xlsx", the filename will be set to the stem of the input path with ".xlsx" extension. *args: Additional positional arguments to pass to the XLSX writer. **kwargs: Additional keyword arguments to pass to the XLSX writer. cDtj|\}}|duo|dkS)NzAapplication/vnd.openxmlformats-officedocument.spreadsheetml.sheetrrs r# _is_xlsx_filez-XlsxMixin.save_to_xlsx.._is_xlsx_fileXs5$/ ::LIq%WVW r%rz.xlsxr2z`The result has multiple xlsx files need to be saved. But the `save_path` has been specified as `rrN) rrr;r<rr_r@rr rrKr) r"rArrrrrBr<rrs r#rzXlsxMixin.save_to_xlsxNs   }}}Y'' d((**++B7D!)__N  *-A-As-A-A-AA '!'&&(($s)6:>D   4yy1}}ExAEEE $D  #4TYY[[ 1 1! 45 8<   @F     r%) rGrHrIrJrrr$rNrMrrrrrOr%r#rr/s<<3d3d3t3333d38nX"$sCx."""^"#c#$#$#4######r%rc eZdZdZd dedededdfdZedeee j ffd Z e deee j ffd Z d edededdfd ZdS) VideoMixinz3Mixin class for adding Video handling capabilities.opencvrrrr&NcR||_|j|jdS)a'Initializes VideoMixin. Args: backend (str): The backend to use for video processing. Defaults to "opencv". *args: Additional positional arguments to pass to the VideoWriter. **kwargs: Additional keyword arguments to pass to the VideoWriter. N)_backendrr save_to_videors r#r$zVideoMixin.__init__ws+    233333r%ct)zAbstract method to convert the result to a video. Returns: Dict[str, np.array]: The video representation result. r)r+s r# _to_videozVideoMixin._to_videorr%c*|S)zProperty to get the video representation of the result. Returns: Dict[str, np.array]: The video representation of the result. )rr+s r#videozVideoMixin.videorXr%rAcPd}t|d|ji|}|}||st|}|j}||r|jnd} t|} |D]8} | |d| | z }|j||| g|Ri|9d St|dkrtj d|d|j||t| dg|Ri|d S) aSaves the video representation of the result to the specified path. Args: save_path (str): The path to save the video. If the save path does not end with .mp4 or .avi, it appends the input path's stem and suffix to the save path. *args: Additional positional arguments that will be passed to the video writer. **kwargs: Additional keyword arguments that will be passed to the video writer. cbtj|\}}|duo|dS)Nzvideo/rrs r#_is_video_filez0VideoMixin.save_to_video.._is_video_filerr%rz.mp4rr2zaThe result has multiple video files need to be saved. But the `save_path` has been specified as `rrN)rrrrr;r<rr_r@rr rrKr) r"rArrr video_writerrrBr<rrrs r#rzVideoMixin.save_to_videos L L L#4J4=J6JJ   ~i(( Yd((**++B7D"0."4"4@RYY&F!)__N V V*-D-Ds-DF-D-DD " "9#5#5#7#7sUdUUUfUUUU V V5zzA~~FyBFFF L y%UZZ\\0B0B10E*F X X X XQW X X X X Xr%)r)rGrHrIrJrMrrr$rr|arrayrrNrrrOr%r#rrts== 4 4 4t 4t 4PT 4 4 4 4"4RX ."""^" tCM*   X YsY4Y4YDYYYYYYr%rceZdZdZdededdfdZedeee j ffdZ e deee j ffdZ d edededdfd ZdS) AudioMixinz3Mixin class for adding Audio handling capabilities.rrr&Nc||_|j|jt |d|ji||_dS)zInitializes AudioMixin. Args: *args: Additional positional arguments to pass to the AudioWriter. **kwargs: Additional keyword arguments to pass to the AudioWriter. rN)rrr save_to_audior _audio_writerrs r#r$zAudioMixin.__init__sG    2333(PPPPr%ct)zAbstract method to convert the result to a audio. Returns: Dict[str, np.array]: The audio representation result. r)r+s r# _to_audiozAudioMixin._to_audiorr%c*|S)zProperty to get the audio representation of the result. Returns: Dict[str, np.array]: The audio representation of the result. )rr+s r#audiozAudioMixin.audiorXr%rAc>d}|}||st|}|j}||r|jnd}t|} |D]=} | |d| |z }|jj||| g|Ri|>dSt|dkrtj d|d|jj||t| dg|Ri|dS) aSaves the audio representation of the result to the specified path. Args: save_path (str): The path to save the audio. If the save path does not end with .mp4 or .avi, it appends the input path's stem and suffix to the save path. *args: Additional positional arguments that will be passed to the audio writer. **kwargs: Additional keyword arguments that will be passed to the audio writer. cbtj|\}}|duo|dS)Nzaudio/rrs r#_is_audio_filez0AudioMixin.save_to_audio.._is_audio_filerr%z.wavrr2zaThe result has multiple audio files need to be saved. But the `save_path` has been specified as `rrN) rrr;r<rr r_r@rr rrKr) r"rArrrrrBr<rrrs r#r zAudioMixin.save_to_audios L L L  ~i(( d((**++B7D"0."4"4@RYY&F!)__N  *-D-Ds-DF-D-DD ("(&&((%*7;?E   5zzA~~FyBFFF %D  $5ejjll!3!3A!67 :>   BH     r%)rGrHrIrJrrr$rrMr|rrrNrr rOr%r#r r s== Qt Qt Q Q Q Q Q"4RX ."""^" tCM*   X s44Dr%r c:eZdZdZdgZdedefdZe dde e e e e e e ffffd Z ede e e e e e e ffffd Z d dd Zd edede e efdee e e e e e e fffdd f dZd S) MarkdownMixinz6Mixin class for adding Markdown handling capabilities.markdown_textsrrct|i||_t|i||_|j|jdS)a&Initializes the Markdown writer and appends the save_to_markdown method to the save functions. Args: *args: Positional arguments to be passed to the MarkdownWriter constructor. **kwargs: Keyword arguments to be passed to the MarkdownWriter constructor. N)r_markdown_writerrrrrsave_to_markdownr!s r#r$zMarkdownMixin.__init__sN!/ ? ? ?&777  566666r%TFr&ct)a Convert the result to markdown format. Args: pretty (Optional[bool]): whether to pretty markdown by HTML, default by True. Returns: Dict[str, Union[str, Dict[str, Any]]]: A dictionary containing markdown text and image data. r))r"prettyshow_formula_numbers r# _to_markdownzMarkdownMixin._to_markdowns "!r%c*|S)zProperty to access the markdown data. Returns: Dict[str, Union[str, Dict[str, Any]]]: A dictionary containing markdown text and image data. )rr+s r#markdownzMarkdownMixin.markdowns  """r%Nc |dtfd}||s\t|}||r|jnd}|j} t|} | | |z }||_n||_|j|jj|j j|j| ||g|Ri|dS)aSave the markdown data to a file. Args: save_path (Union[str, Path]): The path where the markdown file will be saved. *args: Additional positional arguments for saving. **kwargs: Additional keyword arguments for saving. r&chd}tjt|\}}||vrdSt jt|\}}|dkS)a Check if a file is a markdown file based on its extension or MIME type. Args: file_path (Union[str, Path]): The path to the file. Returns: bool: True if the file is a markdown file, False otherwise. >.mkd.mdown .markdown.mdTz text/markdown)ospathsplitextrMrrr)rmarkdown_extensionsrextrs r#_is_markdown_filez9MarkdownMixin.save_to_markdown.._is_markdown_file(sn#I"H"H W%%c)nn55FAsyy{{111t$/I??LIq/ /r%r%)rrN) rrr;rr<rA _save_datarr_rr) r"rArrrrr+rBrr<rs r#rzMarkdownMixin.save_to_markdowns  0D 0 0 0 0 ! ++ 'd((**++B"3"3B"7"7BRYYUF7D!)__N&D):&):)::I&DNN&DN  ! '   " N   VAT  U U            r% save_mkd_func save_img_funcrAdatacdt|}|dS|D]\}}||jvr|||g|Ri|t |t rE|j} |D])\} } | r"|| | z | g|Ri|*dS)aInternal method to save markdown and image data. Args: save_mkd_func (Callable): Function to save markdown text. save_img_func (Callable): Function to save image data. save_path (Union[str, Path]): The base path where the data will be saved. data (Optional[Dict[str, Union[str, Dict[str, Any]]]]): The markdown data to save. *args: Additional positional arguments for saving. **kwargs: Additional keyword arguments for saving. N)rrMARKDOWN_SAVE_KEYSr@r{rLparent) r"r-r.rAr/rrrvaluerimg_pathimg_datas r#r,zMarkdownMixin._save_dataJs&OO < F**,,  JCd--- i0022EKDKKKFKKK%&& !*!1*/++--&Hh% +h6@@BB$"%   r%)TFrF)rGrHrIrJr1rKrLr$rrrMr rrrNrrrrr r,rOr%r#rrse@@*+ 7d 7d 7 7 7 7/4 " " c5d38n,-- . " " "^ "#$sE#tCH~*=$>>?###X#;@+ + + + + Z"" "d# " tCsDcN':!;;<= " """"""r%r).rrrr&abcrpathlibrtypingrrrrr r numpyr|rrPILr utilsr utils.iorrrrrrrrrrrQrcrnrrrrrrrr rrOr%r#r=sb  ================                      ,',',',',',',','^''''''''T%%%%%%%%B6rrrrrrrrj::::::::z;Y;Y;Y;Y;Y;Y;Y;Y|=Y=Y=Y=Y=Y=Y=Y=Y@>>>>>>>>BBBBBBBBBJ<Y<Y<Y<Y<Y<Y<Y<Y~????????Dwwwwwwwwwwr%