hz'SrSSKJr SSKrSSKJrJr SSKrSSKr SSK J r J r J r JrJr SSKJr \(aSSKJr SSjrSS jrSS jrSS jrSS jrSS jr\\SSj55r\R64SSjjrg)aFunctional implementations for text manipulation and rendering. This module provides utility functions for manipulating text in strings and rendering text onto images. Includes functions for word manipulation, text drawing, and handling text regions in images. ) annotationsN) TYPE_CHECKINGAny)MONO_CHANNEL_DIMENSIONSNUM_MULTI_CHANNEL_DIMENSIONSNUM_RGB_CHANNELSpreserve_channel_dimuint8_io)PAIRImagecU[U5:agUR[[U55U5n[U5VVs/sHupEXC;dM UPM nnnSR U5$s snnf)aDelete a specified number of random words from a list. This function randomly removes words from the input list and joins the remaining words with spaces to form a new string. Args: words (list[str]): List of words to process. num_words (int): Number of words to delete. py_random (random.Random): Random number generator for reproducibility. Returns: str: New string with specified words removed. Returns empty string if num_words is greater than or equal to the length of words.  )lensamplerange enumeratejoin)words num_words py_randomindices_to_deleteidxword new_wordss f/var/www/fran/franai/venv/lib/python3.13/site-packages/albumentations/augmentations/text/functional.pydelete_random_wordsrsf CJ!((s5z):IF'0'7X'7)#3;W'7IX 88I Ys  A,A,c"US:Xd[U5[:aSRU5$UR5n[ U5H6nUR [ [U55S5upEXXsX'X'M8 SRU5$)aSwap random pairs of words in a list of words. This function randomly selects pairs of words and swaps their positions a specified number of times. Args: words (list[str]): List of words to process. num_words (int): Number of swaps to perform. py_random (random.Random): Random number generator for reproducibility. Returns: str: New string with words swapped. If num_words is 0 or the list has fewer than 2 words, returns the original string. rr)rr rcopyrr)rrr_idx1idx2s rswap_random_wordsr%6s A~Ud*xx JJLE 9 %%eCJ&7; #(;   U[ 88E?cUcSn[U5H>nURS[U55nURXSR U55 M@ SR U5$)aInsert random stopwords into a list of words. This function randomly inserts stopwords at random positions in the list of words a specified number of times. Args: words (list[str]): List of words to process. num_insertions (int): Number of stopwords to insert. stopwords (tuple[str, ...] | None): Tuple of stopwords to choose from. If None, default stopwords will be used. py_random (random.Random): Random number generator for reproducibility. Returns: str: New string with stopwords inserted. )andtheisinatofrr)rrandintrinsertchoicer)rnum_insertions stopwordsrr"rs rinsert_random_stopwordsr3Qs[,: > "3u:. S**956# 88E?r&cSSKJn UR[:XaUR "U5$UR[ :Xa.URSS:XaUR "USS2SS2S4SS9$UR[ :Xa)URS[:XaUR "U5$[S UR35e![a [S5[ef=f) z+Convert a NumPy array image to a PIL image.rr Pillow is not installedr NL)modezUnsupported image shape: ) PILr ImportErrorndimr fromarrayrshaper TypeError)imager s rconvert_image_to_pilr@psF zz,,u%% zz11ekk!n6IuQ1W~C88 zz11ekk!nHX6Xu%% / }= >> F34+EFs CC cSSKJn URU5nUHnUSnUSnUSnUSnURS:Xa][ U[ 5(aG[U5S :a[[US S 5S - 5nOE[U5S :Xa[US5nO'[ U[ 5(a[ S U55nUS S n URXXxS9 M U$![a [S5[ef=f)zDraw text on a PIL image.r) ImageDrawr5 bbox_coordstextfont font_colorr7Nr6c38# UHn[U5v M g7f)N)int).0cs r )draw_text_on_pil_image..s:z!s1vvzsr rEfill) r9rBr:Drawr8 isinstancetuplerrIsumrD) pil_image metadata_listrBdrawmetadatarCrDrErFpositions rdraw_text_on_pil_imagerYs F! >>) $D!}- l+  >>S *e,,z?a'!$SBQ%81%rs# % 606 &   >?"@#IL B BJ##%J %J'%J %J %Jr&