,YHh*dZddlZddlZddlmZddlmZddlmZGdde Z Gdd e Z Gd d e Z Gd d e Z Gdde ZGdde ZGdde ZGdde ZGdde ZGdde ZGdde ZGdde Ze e e e eeeeeeeeg Z d+deded ed!ed"ed#ed$dfd%Z d+deded ed!ed"ed#ed$dfd&Zd,d(ed$dfd)Zed'*y)-zn The skforecast.exceptions module contains all the custom warnings and error classes used across skforecast. N)Console)Panel)TextceZdZdZdZdZy)DataTypeWarningz Warning used to notify there are dtypes in the exogenous data that are not 'int', 'float', 'bool' or 'category'. Most machine learning models do not accept other data types, therefore the forecaster `fit` and `predict` may fail. c||_yNmessageselfr s Y/var/www/html/planif/env/lib/python3.12/site-packages/skforecast/exceptions/exceptions.py__init__zDataTypeWarning.__init__  c*d}|jdz|zS)Nz^You can suppress this warning using: warnings.simplefilter('ignore', category=DataTypeWarning) r r extra_messages r__str__zDataTypeWarning.__str__s# H ||d"]22rN__name__ __module__ __qualname____doc__rrrrrr 3rrceZdZdZdZdZy)DataTransformationWarningzR Warning used to notify that the output data is in the transformed space. c||_yr r r s rrz"DataTransformationWarning.__init__(rrc*d}|jdz|zS)NzhYou can suppress this warning using: warnings.simplefilter('ignore', category=DataTransformationWarning)rr rs rrz!DataTransformationWarning.__str__+# R ||d"]22rNrrrrrr$3rrceZdZdZdZdZy)IgnoredArgumentWarningzd Warning used to notify that an argument is ignored when using a method or a function. c||_yr r r s rrzIgnoredArgumentWarning.__init__8rrc*d}|jdz|zS)NzeYou can suppress this warning using: warnings.simplefilter('ignore', category=IgnoredArgumentWarning)rr rs rrzIgnoredArgumentWarning.__str__;s# O ||d"]22rNrrrrr%r%33rr%ceZdZdZdZdZy) IndexWarningz^ Warning used to notify that the index of the input data is not a expected type. c||_yr r r s rrzIndexWarning.__init__Hrrc*d}|jdz|zS)Nz[You can suppress this warning using: warnings.simplefilter('ignore', category=IndexWarning)rr rs rrzIndexWarning.__str__Ks# E ||d"]22rNrrrrr*r*Cr(rr*ceZdZdZdZdZy)LongTrainingWarningz Warning used to notify that a large number of models will be trained and the the process may take a while to run. c||_yr r r s rrzLongTrainingWarning.__init__Xrrc*d}|jdz|zS)NzbYou can suppress this warning using: warnings.simplefilter('ignore', category=LongTrainingWarning)rr rs rrzLongTrainingWarning.__str__[# L ||d"]22rNrrrrr.r.Sr(rr.ceZdZdZdZdZy)MissingExogWarningz Warning used to indicate that there are missing exogenous variables in the data. Most machine learning models do not accept missing values, so the Forecaster's `fit' and `predict' methods may fail. c||_yr r r s rrzMissingExogWarning.__init__irrc*d}|jdz|zS)NzaYou can suppress this warning using: warnings.simplefilter('ignore', category=MissingExogWarning)rr rs rrzMissingExogWarning.__str__ls# K ||d"]22rNrrrrr3r3crrr3ceZdZdZdZdZy)MissingValuesWarningaA Warning used to indicate that there are missing values in the data. This warning occurs when the input data contains missing values, or the training matrix generates missing values. Most machine learning models do not accept missing values, so the Forecaster's `fit' and `predict' methods may fail. c||_yr r r s rrzMissingValuesWarning.__init__{rrc*d}|jdz|zS)NzcYou can suppress this warning using: warnings.simplefilter('ignore', category=MissingValuesWarning)rr rs rrzMissingValuesWarning.__str__~s# M ||d"]22rNrrrrr7r7ts 3rr7ceZdZdZdZdZy)OneStepAheadValidationWarningzR Warning used to notify that the one-step-ahead validation is being used. c||_yr r r s rrz&OneStepAheadValidationWarning.__init__rrc*d}|jdz|zS)NzlYou can suppress this warning using: warnings.simplefilter('ignore', category=OneStepAheadValidationWarning)rr rs rrz%OneStepAheadValidationWarning.__str__s# V ||d"]22rNrrrrr;r;r#rr;ceZdZdZdZdZy)ResidualsUsageWarningzu Warning used to notify that a residual are not correctly used in the probabilistic forecasting process. c||_yr r r s rrzResidualsUsageWarning.__init__rrc*d}|jdz|zS)NzdYou can suppress this warning using: warnings.simplefilter('ignore', category=ResidualsUsageWarning)rr rs rrzResidualsUsageWarning.__str__s# N ||d"]22rNrrrrr?r?r(rr?ceZdZdZdZdZy)UnknownLevelWarningzd Warning used to notify that a level being predicted was not part of the training data. c||_yr r r s rrzUnknownLevelWarning.__init__rrc*d}|jdz|zS)NzbYou can suppress this warning using: warnings.simplefilter('ignore', category=UnknownLevelWarning)rr rs rrzUnknownLevelWarning.__str__r1rNrrrrrCrCr(rrCceZdZdZdZdZy)SaveLoadSkforecastWarningzc Warning used to notify any issues that may arise when saving or loading a forecaster. c||_yr r r s rrz"SaveLoadSkforecastWarning.__init__rrc*d}|jdz|zS)NzhYou can suppress this warning using: warnings.simplefilter('ignore', category=SaveLoadSkforecastWarning)rr rs rrz!SaveLoadSkforecastWarning.__str__r"rNrrrrrGrGr(rrGceZdZdZdZdZy)SkforecastVersionWarningz Warning used to notify that the skforecast version installed in the environment differs from the version used to initialize the forecaster. c||_yr r r s rrz!SkforecastVersionWarning.__init__rrc*d}|jdz|zS)NzgYou can suppress this warning using: warnings.simplefilter('ignore', category=SkforecastVersionWarning)rr rs rrz SkforecastVersionWarning.__str__s# Q ||d"]22rNrrrrrKrKr(rrKr categoryfilenamelinenofilelinereturnc t|ttr"d}t|j}dg}t j t||dz dd} dd|t|z dz dzzd|dd|t|z dz dzzd } t|dzd k7r | d d dzd z} d d|zd} |j| | jdD])}|jd|j|dz d+|j| dj|}d} d} | || }t|y tj||||||y )a Custom warning handler to format warnings in a box for skforecast custom warnings. Parameters ---------- message : str Warning message. category : str Warning category. filename : str Filename where the warning was raised. lineno : int Line number where the warning was raised. file : file, default None File where the warning was raised. line : str, default None Line where the warning was raised. Returns ------- None XrT)width expand_tabsreplace_whitespaceu╭u─ u╮rNu╰u╯u│ u │z z) isinstancetuplewarn_skforecast_categoriestypertextwrapfillstrlenappendsplitljustjoinprintwarnings_original_showwarning)r rNrOrPrQrRrWtitle output_textwrapped_messagetitle_top_border bottom_bordercolorresets rformat_warning_handlerrrsB'5!;<=W &&f "--G EAISWlpq 53u:+=+Aa*G!H I5'QRSX]behineo]ors]sxy\ySzR{{~ u:>Q /4urs 3k3" 3 3 3[ 3 3; 3 3+ 3 33"3;3$ 3K 3 3K 3 3+ 3 3 3 3{ 3"! * 8X 8X8X8X  8X  8X  8X 8X@ 6X 6X6X6X  6X  6X  6X 6Xr>c>T>,&r