jLdZddlZddlZddlmZmZddlmZd dZdZ d dZ dS) u PDF processing utilities - Main integration module This module combines base PDF parsing and experimental feature extraction. Interface: create_input_data_from_page(page, options=None) create_input_data_by_pymupdf(pdf_path=None, document=None, page_no=0, options=None) Options dict keys (with defaults): input_type : tuple = ('text',) — Element types: 'text', 'image', 'picture_clusters', 'vec_line', 'seg-image' feature_set_name : str = 'rf+imf' — Features to extract: 'rf', 'imf', 'yf', 'jf' (combined with '+') max_image_num : int = 500 — Maximum number of images to extract max_vec_line_num : int = 200 — Maximum number of vector lines to extract feature_extractor : object = None — ONNX model for image-based feature extraction bbox_num_threshold : int = 0 — Return early if bbox count exceeds this (0 = disabled) N)extract_base_elementsmake_custom_feature)apply_feature_extractorsc|i}|dd}|dd}|dd}|dd }|d d}|d d }t|||| }t|d|cxkrd krnnt||Sd} | rt dt |d|d|d} t | D]Y\} } | d } | d}| d}t | d| d d| dd| dd| dd|d|dZt d|rdd}d|vsd|vrD|d}|-|d| }|d!|d"<|d#|d$<t||||||%}nt|d}|rd dl }| |tj |j j}||j}t |d|d}d&}t |D]S\} } | d } | d}|| |d'|| dd| d(||d)*T|d+|S),a@ Create input data from a PDF page with optional feature extraction. Pipeline: 1. Extract base PDF elements (text, images, vectors, checkboxes) 2. Optionally apply feature extractors (RF, IMF, YF, JF) Args: page: PyMuPDF page object options: Configuration dict. See module docstring for available keys. Returns: data_dict with guaranteed keys: bboxes, text, custom_features, page_width, page_height, image, file_path Optional keys (depending on options): stext_page, feature_map, box_type N input_type)textfeature_set_namezrf+imf max_image_numimax_vec_line_numfeature_extractorbbox_num_thresholdr)pagerr r bboxesFzEXTRACTED BBOXESbox_typer rz: [ z] z ""z END OF BBOXESyfymf stext_pagedict)textpage page_widthwidth page_heightheight) data_dictr rrr page_dict)rrr)colorrz: )r"fontsizezlayout_input.pdf)getrlen_ensure_custom_featuresprintzip enumerateget_textrpprintpppymupdfopenparentnamenumber draw_rect insert_textez_save)roptionsrr r r rrr debug_extractionlistiinfobboxttxtr!rexport_markedup_imager,newdocnewpagedataREDr1s /Users/tedpeters/Documents/Projects/Claude Projects/Misc Tools/notename-sheets/.venv/lib/python3.11/site-packages/pymupdf/layout/pymupdf_util.pycreate_input_data_from_pagerDsm$\955J{{#5x@@KK55M{{#5s;; $7>> %91==& #) I 9X "48888q88888 ***  !!!9X& *(=y?PQQ  Q QGAt7DQAq'C QOO47OOT!WOOtAwOOaOOAOOOOO P P P P o+ # # #u0@'@'@"|44J% MM&:MFF %.|%< '"&/ &> (#,-/!     ***! +  )dk.//%9X& *(=>>   Q QGAt7D7D   d#Q  7 7 7   QRRQ..$..a  P P P P)*** c:d|vrg|d<|dg}tt|dD]X}|t|kr||nd}|d|}|dt ||WdSdS)z Ensure custom_features exists in data_dict for backward compatibility. Legacy code expects custom_features to always be present. custom_featuresrrunknownr N)r%ranger&appendr)r rrow_idxbtr s rCr'r'us  ))') #$==R00S8!45566 O OG&-H &=&='""9BV$W-D ' ( / /0CB0M0M N N N N*) O OrEc|Ptj|st|dt j|}||}d}n |}||}d}t ||}||d<|r||S)a Create input data from a PDF file or document object. Args: pdf_path: Path to PDF file (if document is None) document: PyMuPDF document object (if provided, pdf_path is ignored for opening) page_no: Page number to process options: Configuration dict. See module docstring for available keys. Returns: data_dict with guaranteed keys: bboxes, text, custom_features, page_width, page_height, image, file_path Nz does not exist!TF)rr6 file_path)ospathexists Exceptionr.r/rDclose)pdf_pathdocumentpage_nor6docr should_closer s rCcreate_input_data_by_pymupdfrYsw~~h'' ;x999:: :l8$$7| 7| +wGGGI%Ik rE)N)NNrN) __doc__rOr.pymupdf_util_baserrpymupdf_util_extrrDr'rYrErCr^s" IIIIIIII666666YYYYx O O OrE