g 8ddlZddlZddlZddlZddlmZddlmZddl m Z dZ GddejZ Gdd eZd Zd Zdd Zd ZdZdZddZddZdZdZy)Nreduce) get_module)ImageUriValidatorc&d}t||g}|S)z0 Custom cumsum to avoid a numpy import. c<t|dk(r|gS||d|zgzSNr)len)axs P/var/www/dash_apps/app1/venv/lib/python3.12/site-packages/_plotly_utils/utils.py_reducerzcumsum.._reducers( q6Q;3JAbEAI;r)r rrets rcumsumr s  1b !C JrceZdZdZdZfdZdZedZedZ edZ edZ ed Z ed Z ed Zed Zed ZxZS)PlotlyJSONEncodera9 Meant to be passed as the `cls` kwarg to json.dumps(obj, cls=..) See PlotlyJSONEncoder.default for more implementation information. Additionally, this encoder overrides nan functionality so that 'Inf', 'NaN' and '-Inf' encode to 'null'. Which is stricter JSON than the Python version. c|dvry|S)zU This is used to ultimately *encode* into strict JSON, see `encode` )Infinityz -InfinityNaNN)selfconsts rcoerce_to_strictz"PlotlyJSONEncoder.coerce_to_strict%s 4 4Lrc8tt| |}d|vsd|vs|S tj||j }tj ||j|j|j|jfS#t$r tdwxYw)z Load and then dump the result using parse_constant kwarg Note that setting invalid separators will cause a failure at this step. rr)parse_constant) sort_keysindent separatorszSEncoding into strict JSON failed. Did you set the separators valid JSON separators?) superrencode_jsonloadsrdumpsrritem_separator key_separator ValueError)ro encoded_onew_o __class__s rr"zPlotlyJSONEncoder.encode0s+T9!< "jI&=   KK $:O:OPE;;..{{ //1C1CD   )  s !BBc L|j|j|j|j|j|j |j |j|jf }|D] } ||cStjj||S#t$rY:wxYw)a Accept an object (of unknown type) and try to encode with priority: 1. builtin: user-defined objects 2. sage: sage math cloud 3. pandas: dataframes/series 4. numpy: ndarrays 5. datetime: time/datetime objects Each method throws a NotEncoded exception if it fails. The default method will only get hit if the object is not a type that is naturally encoded by json: Normal objects: dict object list, tuple array str, unicode string int, long, float number True true False false None null Extended objects: float('nan') 'NaN' float('infinity') 'Infinity' float('-infinity') '-Infinity' Therefore, we only anticipate either unknown iterables or values here. ) encode_as_plotlyencode_as_sageencode_as_numpyencode_as_pandasencode_as_datetimeencode_as_dateencode_as_listencode_as_decimal encode_as_pil NotEncodabler# JSONEncoderdefault)robjencoding_methodsencoding_methods rr9zPlotlyJSONEncoder.defaultUsB  ! !      ! !  # #        " "      0 O &s++    ((s33   s,B B#"B#cJ |jS#t$rtwxYw)z1Attempt to use a builtin `to_plotly_json` method.)to_plotly_jsonAttributeErrorr7r:s rr.z"PlotlyJSONEncoder.encode_as_plotlys+ %%' '   "cFt|dr|jSt)z@Attempt to use `tolist` method to convert to normal Python list.tolist)hasattrrCr7r@s rr4z PlotlyJSONEncoder.encode_as_lists  3 !::<  rctd}|st||jvr t|S||jvr t |St)z@Attempt to convert sage.all.RR to floats and sage.all.ZZ to intszsage.all)rr7RRfloatZZint)r:sage_alls rr/z PlotlyJSONEncoder.encode_as_sagesHj)  (++ :  HKK s8O rctdd}|st||juryt|dr||juryt)z)Attempt to convert pandas.NaT / pandas.NApandasF should_loadNNA)rr7NaTrDrO)r:rLs rr1z"PlotlyJSONEncoder.encode_as_pandassHH%8  &**  64 SFII%5rcXtdd}|st||jjjur t dSt ||jr9|jjdk(r |j|jSt#t$rYtwxYw)z'Attempt to convert numpy.ma.core.maskednumpyFrMnanM) rr7macoremaskedrG isinstancendarraydtypekinddatetime_as_stringrC TypeError)r:rRs rr0z!PlotlyJSONEncoder.encode_as_numpys76  %((--&& &<  U]] + #0E //4;;==  s3B B)(B)cJ |jS#t$rtwxYw)z.Convert datetime objects to iso-format strings) isoformatr?r7r@s rr2z$PlotlyJSONEncoder.encode_as_datetimes( ==? "   rAc` |j}t|S#t$rtwxYw)z=Attempt to convert to utc-iso time string using date methods.)r_iso_to_plotly_time_stringr?r7)r: time_strings rr3z PlotlyJSONEncoder.encode_as_dates6 :--/K-[9 9   s-cXt|tjr t|St)z3Attempt to encode decimal by converting it to float)rXdecimalDecimalrGr7r@s rr5z#PlotlyJSONEncoder.encode_as_decimals" c7?? +:  rc~td}|+t||jrtj|St )z5Attempt to convert PIL.Image.Image to base64 data uriz PIL.Image)rrXImagerpil_image_to_urir7)r:images rr6zPlotlyJSONEncoder.encode_as_pils8;'  C!=$55c: : r)__name__ __module__ __qualname____doc__rr"r9 staticmethodr.r4r/r1r0r2r3r5r6 __classcell__)r,s@rrrs  #J04d     ::rrc eZdZy)r7N)rjrkrlrrrr7r7srr7c"|jddddk(s|jdddk(r td|jdd jd d }|jd r|jd d S|jd d S)z=Remove timezone info and replace 'T' delimeter with ' ' (ws).-Nz00:00+rz]Plotly won't accept timestrings with timezone info. All timestrings are assumed to be in UTC.z-00:00z+00:00z T00:00:00T )split Exceptionreplaceendswith) iso_strings rraras bq!W,*2B2B32G2Jg2U 8  ##Hb199(BGJ;'!!+r22!!#s++rc fd}|S)Nctjdddk(s-|j!|jjdi|_|S)N)rsrr)sys version_informformat)funcnamess r _decoratorz template_doc.._decoratorsB#v-||'2t||22;U;  rr)rrs` r template_docrs rc$d}t|||S)Nctjd|}tt|D]} t ||||<t |S#t $rY-wxYw)Nz(\d+))rerxranger rIr(tuple)vv_partsis rkeyz"_natural_sort_strings..key s`((8Q's7|$ A  _   W~  sA  AA)rreversesorted)valsrrs r_natural_sort_stringsr s $C 11rcZtdd}|rt|jf}|Stf}|S)NrRFrM)rrIinteger)npint_types r _get_int_typers4 G /B $ O6 Orct|dk(r|S|jtdtfd|}t ||S)ar Split all the strings in ss at any of the characters in chars. Example: >>> ss = ["a.string[0].with_separators"] >>> chars = list(".[]_") >>> split_multichar(ss, chars) ['a', 'string', '0', '', 'with', 'separators'] :param (list) ss: A list of strings. :param (list) chars: Is a list of chars (note: not a string). rc ||zSNr)r ys rz!split_multichar..0s QUrc&|jSr)rx)r cs rrz!split_multichar..0s!''!*r)r poprmapsplit_multichar)sscharsrs @rrr sB 5zQ  A "C(>> ss = ["a.string[0].with_separators"] >>> chars = list(".[]_") >>> ss_split = split_multichar(ss, chars) >>> ss_split ['a', 'string', '0', '', 'with', 'separators'] >>> split_string_positions(ss_split) [0, 2, 9, 11, 12, 17] :param (list) ss: A list of strings. c|d|dzS)Nrr)ts rrz(split_string_positions..GsadQqTkrrNr )listrziprr r)rs rsplit_string_positionsr4sL"  ! c"gsT#c2cr72C-D'D E F  rc,tt|dz|z|zDcgc]}d}}d}|%|D]} t|D]} | |z| z}|||<!n t|D]} |||z| z}|||<dj|} |r| d|dz} | Scc}w)a Return a string that is whitespace except at p[i] which is replaced with char. If i is None then all the indices of the string in p are replaced with char. Example: >>> ss = ["a.string[0].with_separators"] >>> chars = list(".[]_") >>> ss_split = split_multichar(ss, chars) >>> ss_split ['a', 'string', '0', '', 'with', 'separators'] >>> ss_pos = split_string_positions(ss_split) >>> ss[0] 'a.string[0].with_separators' >>> display_string_positions(ss_pos,4) ' ^' >>> display_string_positions(ss_pos,4,offset=1,length=3,char="~",trim=False) ' ~~~ ' >>> display_string_positions(ss_pos) '^ ^ ^ ^^ ^' :param (list) p: A list of integers. :param (integer|None) i: Optional index of p to display. :param (integer) offset: Allows adding a number of spaces to the replacement. :param (integer) length: Allows adding a replacement that is the char repeated length times. :param (str) char: allows customizing the replacement character. :param (boolean) trim: trims the remaining whitespace if True. rrwrNru)rmaxjoin) proffsetlengthchartrim_smaxaddrp_lrs rdisplay_string_positionsrMs:CFQJ/&89::A:Gy "B6] "v+/!'  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Examples: for c="_" ['hey', '', 'why', '', '', 'whoa', '', ''] -> ['hey_', 'why__', 'whoa__'] ['', 'hi', '', "I'm", 'bob', '', ''] -> ['_', 'hi_', "I'm", 'bob__'] ['hi', "i'm", 'a', 'good', 'string'] -> ['hi', "i'm", 'a', 'good', 'string'] Some special cases are: [] -> [] [''] -> [''] ['', ''] -> ['_'] ['', '', '', ''] -> ['___'] If reverse is true, empty strings are combined with closest non-empty string on the right or "" if it is the last string. cD|Dcgc] }|ddd c}dddScc}w)Nr r)rrs r_revz!chomp_empty_strings.._revs'!"#A$B$#DbD))#srrceZdZdZdZy)%chomp_empty_strings.._Chomperc||_yr)r)rrs r__init__z.chomp_empty_strings.._Chomper.__init__s DFrc\t|dk(r|dd|d|jzgzS||gzSr )r r)rr rs r__call__z.chomp_empty_strings.._Chomper.__call__s: 1v{"v2 000A3wrN)rjrkrlrrrrr_Chomperrs   rrru)chomp_empty_stringsr sumrrfilterr)stringsrrrrs rrr{s&*'W q9:: w< 3sG "S\A%&''   sF8A;">? @@rc t|t|kr t||St|dk(r t|Stt|dz}t|D]Z\}}|dzg}t|D]?\}}||dzdz}||dz} ||||k7z} |j t || | A|}\|dS)Nrrr )r levenshteinr enumerateappendmin) s1s2 previous_rowrc1 current_rowjc2 insertions deletions substitutionss rrrs 2wR2r"" 2w!|2wR1%L2 #21ug r] JEAr&a!e,q0J#A*I(OrRx8M   s:y-H I  J#  #  rc.fd}t||dS)Nc t||fSr)r)rstrings r_keyz!find_closest_string.._keysAv&**r)rrr)rrrs` rfind_closest_stringrs+ 't $Q ''r)F)Nrr^T)rdjsonr#rr functoolsr_plotly_utils.optional_importsr_plotly_utils.basevalidatorsrrr8rryr7rarrrrrrrrrrrrrsu 5: N))Nb 9 ," 2&(2+\+A`&(r