# SPDX-FileCopyrightText: 2018-2022 James R. Barlow # SPDX-FileCopyrightText: 2019 Martin Wind # SPDX-License-Identifier: MPL-2.0 """OCRmyPDF page processing pipeline functions.""" from __future__ import annotations import logging import os import re import sys from contextlib import suppress from datetime import datetime, timezone from pathlib import Path from shutil import copyfileobj from typing import Any, Iterable, Sequence import img2pdf import pikepdf from pikepdf.models.metadata import encode_pdf_date from PIL import Image, ImageColor, ImageDraw from ocrmypdf._concurrent import Executor from ocrmypdf._exec import unpaper from ocrmypdf._jobcontext import PageContext, PdfContext from ocrmypdf._version import PROGRAM_NAME from ocrmypdf._version import __version__ as VERSION from ocrmypdf.exceptions import ( DpiError, EncryptedPdfError, InputFileError, PriorOcrFoundError, UnsupportedImageFormatError, ) from ocrmypdf.helpers import IMG2PDF_KWARGS, Resolution, safe_symlink from ocrmypdf.hocrtransform import HocrTransform from ocrmypdf.pdfa import generate_pdfa_ps from ocrmypdf.pdfinfo import Colorspace, Encoding, PageInfo, PdfInfo # Remove this workaround when we require Pillow >= 10 try: BICUBIC = Image.Resampling.BICUBIC # type: ignore except AttributeError: # pragma: no cover # Pillow 9 shim BICUBIC = Image.BICUBIC # type: ignore log = logging.getLogger(__name__) VECTOR_PAGE_DPI = 400 def triage_image_file(input_file: Path, output_file: Path, options) -> None: log.info("Input file is not a PDF, checking if it is an image...") try: im = Image.open(input_file) except OSError as e: # Recover the original filename log.error(str(e).replace(str(input_file), str(options.input_file))) raise UnsupportedImageFormatError() from e with im: log.info("Input file is an image") if 'dpi' in im.info: if im.info['dpi'] <= (96, 96) and not options.image_dpi: log.info("Image size: (%d, %d)", *im.size) log.info("Image resolution: (%d, %d)", *im.info['dpi']) log.error( "Input file is an image, but the resolution (DPI) is " "not credible. Estimate the resolution at which the " "image was scanned and specify it using --image-dpi." ) raise DpiError() elif not options.image_dpi: log.info("Image size: (%d, %d)", *im.size) log.error( "Input file is an image, but has no resolution (DPI) " "in its metadata. Estimate the resolution at which " "image was scanned and specify it using --image-dpi." ) raise DpiError() if im.mode in ('RGBA', 'LA'): log.error( "The input image has an alpha channel. Remove the alpha " "channel first." ) raise UnsupportedImageFormatError() if 'iccprofile' not in im.info: if im.mode == 'RGB': log.info("Input image has no ICC profile, assuming sRGB") elif im.mode == 'CMYK': log.error("Input CMYK image has no ICC profile, not usable") raise UnsupportedImageFormatError() try: log.info("Image seems valid. Try converting to PDF...") layout_fun = img2pdf.default_layout_fun if options.image_dpi: layout_fun = img2pdf.get_fixed_dpi_layout_fun( Resolution(options.image_dpi, options.image_dpi) ) with open(output_file, 'wb') as outf: img2pdf.convert( os.fspath(input_file), layout_fun=layout_fun, outputstream=outf, **IMG2PDF_KWARGS, ) log.info("Successfully converted to PDF, processing...") except img2pdf.ImageOpenError as e: log.error(e) raise UnsupportedImageFormatError() from e def _pdf_guess_version(input_file: Path, search_window=1024) -> str: """Try to find version signature at start of file. Not robust enough to deal with appended files. Returns empty string if not found, indicating file is probably not PDF. """ with open(input_file, 'rb') as f: signature = f.read(search_window) m = re.search(br'%PDF-(\d\.\d)', signature) if m: return m.group(1).decode('ascii') return '' def triage( original_filename: str, input_file: Path, output_file: Path, options ) -> Path: try: if _pdf_guess_version(input_file): if options.image_dpi: log.warning( "Argument --image-dpi is being ignored because the " "input file is a PDF, not an image." ) # Origin file is a pdf create a symlink with pdf extension safe_symlink(input_file, output_file) return output_file except OSError as e: log.debug(f"Temporary file was at: {input_file}") msg = str(e).replace(str(input_file), original_filename) raise InputFileError(msg) from e triage_image_file(input_file, output_file, options) return output_file def get_pdfinfo( input_file, *, executor: Executor, detailed_analysis: bool = False, progbar: bool = False, max_workers: int | None = None, check_pages=None, ) -> PdfInfo: try: return PdfInfo( input_file, detailed_analysis=detailed_analysis, progbar=progbar, max_workers=max_workers, check_pages=check_pages, executor=executor, ) except pikepdf.PasswordError as e: raise EncryptedPdfError() from e except pikepdf.PdfError as e: raise InputFileError() from e def validate_pdfinfo_options(context: PdfContext) -> None: pdfinfo = context.pdfinfo options = context.options if pdfinfo.needs_rendering: log.error( "This PDF contains dynamic XFA forms created by Adobe LiveCycle " "Designer and can only be read by Adobe Acrobat or Adobe Reader." ) raise InputFileError() if pdfinfo.has_userunit and options.output_type.startswith('pdfa'): log.error( "This input file uses a PDF feature that is not supported " "by Ghostscript, so you cannot use --output-type=pdfa for this " "file. (Specifically, it uses the PDF-1.6 /UserUnit feature to " "support very large or small page sizes, and Ghostscript cannot " "output these files.) Use --output-type=pdf instead." ) raise InputFileError() if pdfinfo.has_acroform: if options.redo_ocr: log.error( "This PDF has a user fillable form. --redo-ocr is not " "currently possible on such files." ) raise InputFileError() else: log.warning( "This PDF has a fillable form. " "Chances are it is a pure digital " "document that does not need OCR." ) if not options.force_ocr: log.info( "Use the option --force-ocr to produce an image of the " "form and all filled form fields. The output PDF will be " "'flattened' and will no longer be fillable." ) context.plugin_manager.hook.validate(pdfinfo=pdfinfo, options=options) def _vector_page_dpi(pageinfo: PageInfo) -> int: return VECTOR_PAGE_DPI if pageinfo.has_vector or pageinfo.has_text else 0 def get_page_dpi(pageinfo: PageInfo, options) -> Resolution: "Get the DPI when nonsquare DPI is tolerable." xres = max( pageinfo.dpi.x or VECTOR_PAGE_DPI, options.oversample or 0.0, _vector_page_dpi(pageinfo), ) yres = max( pageinfo.dpi.y or VECTOR_PAGE_DPI, options.oversample or 0, _vector_page_dpi(pageinfo), ) return Resolution(float(xres), float(yres)) def get_page_square_dpi(pageinfo: PageInfo, options) -> Resolution: "Get the DPI when we require xres == yres, scaled to physical units." xres = pageinfo.dpi.x or 0.0 yres = pageinfo.dpi.y or 0.0 userunit = float(pageinfo.userunit) or 1.0 units = float( max( (xres * userunit) or VECTOR_PAGE_DPI, (yres * userunit) or VECTOR_PAGE_DPI, _vector_page_dpi(pageinfo), options.oversample or 0.0, ) ) return Resolution(units, units) def get_canvas_square_dpi(pageinfo: PageInfo, options) -> Resolution: """Get the DPI when we require xres == yres, in Postscript units.""" units = float( max( (pageinfo.dpi.x) or VECTOR_PAGE_DPI, (pageinfo.dpi.y) or VECTOR_PAGE_DPI, _vector_page_dpi(pageinfo), options.oversample or 0.0, ) ) return Resolution(units, units) def is_ocr_required(page_context: PageContext) -> bool: pageinfo = page_context.pageinfo options = page_context.options ocr_required = True if options.pages and pageinfo.pageno not in options.pages: log.debug(f"skipped {pageinfo.pageno} as requested by --pages {options.pages}") ocr_required = False elif pageinfo.has_text: if not options.force_ocr and not (options.skip_text or options.redo_ocr): raise PriorOcrFoundError( "page already has text! - aborting (use --force-ocr to force OCR; " " see also help for the arguments --skip-text and --redo-ocr" ) elif options.force_ocr: log.info("page already has text! - rasterizing text and running OCR anyway") ocr_required = True elif options.redo_ocr: if pageinfo.has_corrupt_text: log.warning( "some text on this page cannot be mapped to characters: " "consider using --force-ocr instead" ) else: log.info("redoing OCR") ocr_required = True elif options.skip_text: log.info("skipping all processing on this page") ocr_required = False elif not pageinfo.images and not options.lossless_reconstruction: # We found a page with no images and no text. That means it may # have vector art that the user wants to OCR. If we determined # lossless reconstruction is not possible then we have to rasterize # the image. So if OCR is being forced, take that to mean YES, go # ahead and rasterize. If not forced, then pretend there's no text # on the page at all so we don't lose anything. # This could be made smarter by explicitly searching for vector art. if options.force_ocr and options.oversample: # The user really wants to reprocess this file log.info( "page has no images - " f"rasterizing at {options.oversample} DPI because " "--force-ocr --oversample was specified" ) elif options.force_ocr: # Warn the user they might not want to do this log.warning( "page has no images - " "all vector content will be " f"rasterized at {VECTOR_PAGE_DPI} DPI, losing some resolution and " "likely increasing file size. Use --oversample to adjust the " "DPI." ) else: log.info( "page has no images - " "skipping all processing on this page to avoid losing detail. " "Use --force-ocr if you wish to perform OCR on pages that " "have vector content." ) ocr_required = False if ocr_required and options.skip_big and pageinfo.images: pixel_count = pageinfo.width_pixels * pageinfo.height_pixels if pixel_count > (options.skip_big * 1_000_000): ocr_required = False log.warning( "page too big, skipping OCR " f"({(pixel_count / 1_000_000):.1f} MPixels > " f"{options.skip_big:.1f} MPixels --skip-big)" ) return ocr_required def rasterize_preview(input_file: Path, page_context: PageContext) -> Path: output_file = page_context.get_path('rasterize_preview.jpg') canvas_dpi = get_canvas_square_dpi(page_context.pageinfo, page_context.options) page_dpi = get_page_square_dpi(page_context.pageinfo, page_context.options) page_context.plugin_manager.hook.rasterize_pdf_page( input_file=input_file, output_file=output_file, raster_device='jpeggray', raster_dpi=canvas_dpi, pageno=page_context.pageinfo.pageno + 1, page_dpi=page_dpi, rotation=0, filter_vector=False, ) return output_file def describe_rotation(page_context: PageContext, orient_conf, correction: int) -> str: """Describe the page rotation we are going to perform.""" direction = {0: '⇧', 90: '⇨', 180: '⇩', 270: '⇦'} turns = {0: ' ', 90: '⬏', 180: '↻', 270: '⬑'} existing_rotation = page_context.pageinfo.rotation action = '' if orient_conf.confidence >= page_context.options.rotate_pages_threshold: if correction != 0: action = 'will rotate ' + turns[correction] else: action = 'rotation appears correct' else: if correction != 0: action = 'confidence too low to rotate' else: action = 'no change' facing = '' if existing_rotation != 0: facing = f"with existing rotation {direction.get(existing_rotation, '?')}, " facing += f"page is facing {direction.get(orient_conf.angle, '?')}" return f"{facing}, confidence {orient_conf.confidence:.2f} - {action}" def get_orientation_correction(preview: Path, page_context: PageContext) -> int: """Work out orientation correct for each page. We ask Ghostscript to draw a preview page, which will rasterize with the current /Rotate applied, and then ask OCR which way the page is oriented. If the value of /Rotate is correct (e.g., a user already manually fixed rotation), then OCR will say the page is pointing up and the correction is zero. Otherwise, the orientation found by OCR represents the clockwise rotation, or the counterclockwise correction to rotation. When we draw the real page for OCR, we rotate it by the CCW correction, which points it (hopefully) upright. _graft.py takes care of the orienting the image and text layers. """ orient_conf = page_context.plugin_manager.hook.get_ocr_engine().get_orientation( preview, page_context.options ) correction = orient_conf.angle % 360 log.info(describe_rotation(page_context, orient_conf, correction)) if ( orient_conf.confidence >= page_context.options.rotate_pages_threshold and correction != 0 ): return correction return 0 def rasterize( input_file: Path, page_context: PageContext, correction: int = 0, output_tag: str = '', remove_vectors=None, ): colorspaces = ['pngmono', 'pnggray', 'png256', 'png16m'] device_idx = 0 if remove_vectors is None: remove_vectors = page_context.options.remove_vectors output_file = page_context.get_path(f'rasterize{output_tag}.png') pageinfo = page_context.pageinfo def at_least(colorspace): return max(device_idx, colorspaces.index(colorspace)) for image in pageinfo.images: if image.type_ != 'image': continue # ignore masks if image.bpc > 1: if image.color == Colorspace.index: device_idx = at_least('png256') elif image.color == Colorspace.gray: device_idx = at_least('pnggray') else: device_idx = at_least('png16m') if pageinfo.has_vector: device_idx = at_least('png16m') device = colorspaces[device_idx] log.debug(f"Rasterize with {device}, rotation {correction}") # Produce the page image with square resolution or else deskew and OCR # will not work properly. canvas_dpi = get_canvas_square_dpi(pageinfo, page_context.options) page_dpi = get_page_square_dpi(pageinfo, page_context.options) page_context.plugin_manager.hook.rasterize_pdf_page( input_file=input_file, output_file=output_file, raster_device=device, raster_dpi=canvas_dpi, page_dpi=page_dpi, pageno=pageinfo.pageno + 1, rotation=correction, filter_vector=remove_vectors, ) return output_file def preprocess_remove_background(input_file: Path, page_context: PageContext) -> Path: if any(image.bpc > 1 for image in page_context.pageinfo.images): raise NotImplementedError("--remove-background is temporarily not implemented") # output_file = page_context.get_path('pp_rm_bg.png') # leptonica.remove_background(input_file, output_file) # return output_file log.info("background removal skipped on mono page") return input_file def preprocess_deskew(input_file: Path, page_context: PageContext) -> Path: output_file = page_context.get_path('pp_deskew.png') dpi = get_page_square_dpi(page_context.pageinfo, page_context.options) ocr_engine = page_context.plugin_manager.hook.get_ocr_engine() deskew_angle_degrees = ocr_engine.get_deskew(input_file, page_context.options) with Image.open(input_file) as im: # According to Pillow docs, .rotate() will automatically use Image.NEAREST # resampling if image is mode '1' or 'P' deskewed = im.rotate( deskew_angle_degrees, resample=BICUBIC, fillcolor=ImageColor.getcolor('white', mode=im.mode), # type: ignore ) deskewed.save(output_file, dpi=dpi) return output_file def preprocess_clean(input_file: Path, page_context: PageContext) -> Path: output_file = page_context.get_path('pp_clean.png') dpi = get_page_square_dpi(page_context.pageinfo, page_context.options) return unpaper.clean( input_file, output_file, dpi=dpi.x, unpaper_args=page_context.options.unpaper_args, ) def create_ocr_image(image: Path, page_context: PageContext) -> Path: """Create the image we send for OCR. Might not be the same as the display image depending on preprocessing. This image will never be shown to the user. """ output_file = page_context.get_path('ocr.png') options = page_context.options with Image.open(image) as im: log.debug('resolution %r', im.info['dpi']) if not options.force_ocr: # Do not mask text areas when forcing OCR, because we need to OCR # all text areas mask = None # Exclude both visible and invisible text from OCR if options.redo_ocr: mask = True # Mask visible text, but not invisible text draw = ImageDraw.ImageDraw(im) for textarea in page_context.pageinfo.get_textareas( visible=mask, corrupt=None ): # Calculate resolution based on the image size and page dimensions # without regard whatever resolution is in pageinfo (may differ or # be None) bbox = [float(v) for v in textarea] xyscale = tuple(float(coord) / 72.0 for coord in im.info['dpi']) pixcoords = ( bbox[0] * xyscale[0], im.height - bbox[3] * xyscale[1], bbox[2] * xyscale[0], im.height - bbox[1] * xyscale[1], ) log.debug('blanking %r', pixcoords) draw.rectangle(pixcoords, fill='white') # draw.rectangle(pixcoords, outline='pink') filter_im = page_context.plugin_manager.hook.filter_ocr_image( page=page_context, image=im ) if filter_im is not None: im = filter_im # Pillow requires integer DPI dpi = tuple(round(coord) for coord in im.info['dpi']) im.save(output_file, dpi=dpi) return output_file def ocr_engine_hocr(input_file: Path, page_context: PageContext) -> tuple[Path, Path]: hocr_out = page_context.get_path('ocr_hocr.hocr') hocr_text_out = page_context.get_path('ocr_hocr.txt') options = page_context.options ocr_engine = page_context.plugin_manager.hook.get_ocr_engine() ocr_engine.generate_hocr( input_file=input_file, output_hocr=hocr_out, output_text=hocr_text_out, options=options, ) return (hocr_out, hocr_text_out) def should_visible_page_image_use_jpg(pageinfo: PageInfo) -> bool: # If all images were JPEGs originally, produce a JPEG as output return pageinfo.images and all(im.enc == Encoding.jpeg for im in pageinfo.images) def create_visible_page_jpg(image: Path, page_context: PageContext) -> Path: output_file = page_context.get_path('visible.jpg') with Image.open(image) as im: # At this point the image should be a .png, but deskew, unpaper # might have removed the DPI information. In this case, fall back to # square DPI used to rasterize. When the preview image was # rasterized, it was also converted to square resolution, which is # what we want to give to the OCR engine, so keep it square. if 'dpi' in im.info: dpi = Resolution(*im.info['dpi']) else: # Fallback to page-implied DPI dpi = get_page_square_dpi(page_context.pageinfo, page_context.options) # Pillow requires integer DPI im.save(output_file, format='JPEG', dpi=dpi.to_int()) return output_file def create_pdf_page_from_image( image: Path, page_context: PageContext, orientation_correction: int ) -> Path: # We rasterize a square DPI version of each page because most image # processing tools don't support rectangular DPI. Use the square DPI as it # accurately describes the image. It would be possible to resample the image # at this stage back to non-square DPI to more closely resemble the input, # except that the hocr renderer does not understand non-square DPI. The # sandwich renderer would be fine. output_file = page_context.get_path('visible.pdf') pageinfo = page_context.pageinfo pagesize = 72.0 * float(pageinfo.width_inches), 72.0 * float(pageinfo.height_inches) effective_rotation = (pageinfo.rotation - orientation_correction) % 360 if effective_rotation % 180 == 90: pagesize = pagesize[1], pagesize[0] # This create a single page PDF with open(image, 'rb') as imfile, open(output_file, 'wb') as pdf: log.debug('convert') layout_fun = img2pdf.get_layout_fun(pagesize) img2pdf.convert( imfile, layout_fun=layout_fun, outputstream=pdf, **IMG2PDF_KWARGS ) log.debug('convert done') output_file = page_context.plugin_manager.hook.filter_pdf_page( page=page_context, image_filename=image, output_pdf=output_file ) return output_file def render_hocr_page(hocr: Path, page_context: PageContext) -> Path: options = page_context.options output_file = page_context.get_path('ocr_hocr.pdf') dpi = get_page_square_dpi(page_context.pageinfo, options) debug_mode = options.pdf_renderer == 'hocrdebug' hocrtransform = HocrTransform(hocr_filename=hocr, dpi=dpi.x) # square hocrtransform.to_pdf( out_filename=output_file, image_filename=None, show_bounding_boxes=False if not debug_mode else True, invisible_text=True if not debug_mode else False, interword_spaces=True, ) return output_file def ocr_engine_textonly_pdf( input_image: Path, page_context: PageContext ) -> tuple[Path, Path]: output_pdf = page_context.get_path('ocr_tess.pdf') output_text = page_context.get_path('ocr_tess.txt') options = page_context.options ocr_engine = page_context.plugin_manager.hook.get_ocr_engine() ocr_engine.generate_pdf( input_file=input_image, output_pdf=output_pdf, output_text=output_text, options=options, ) return (output_pdf, output_text) def get_docinfo(base_pdf: pikepdf.Pdf, context: PdfContext) -> dict[str, str]: options = context.options def from_document_info(key): try: s = base_pdf.docinfo[key] return str(s) except (KeyError, TypeError): return '' pdfmark = { k: from_document_info(k) for k in ('/Title', '/Author', '/Keywords', '/Subject', '/CreationDate') } if options.title: pdfmark['/Title'] = options.title if options.author: pdfmark['/Author'] = options.author if options.keywords: pdfmark['/Keywords'] = options.keywords if options.subject: pdfmark['/Subject'] = options.subject creator_tag = context.plugin_manager.hook.get_ocr_engine().creator_tag(options) pdfmark['/Creator'] = f'{PROGRAM_NAME} {VERSION} / {creator_tag}' pdfmark['/Producer'] = f'pikepdf {pikepdf.__version__}' pdfmark['/ModDate'] = encode_pdf_date(datetime.now(timezone.utc)) return pdfmark def generate_postscript_stub(context: PdfContext) -> Path: output_file = context.get_path('pdfa.ps') generate_pdfa_ps(output_file) return output_file def convert_to_pdfa(input_pdf: Path, input_ps_stub: Path, context: PdfContext) -> Path: options = context.options input_pdfinfo = context.pdfinfo fix_docinfo_file = context.get_path('fix_docinfo.pdf') output_file = context.get_path('pdfa.pdf') # If the DocumentInfo record contains NUL characters, Ghostscript will # produce XMP metadata which contains invalid XML entities (�). # NULs in DocumentInfo seem to be common since older Acrobats included them. # pikepdf can deal with this, but we make the world a better place by # stamping them out as soon as possible. modified = False with pikepdf.open(input_pdf) as pdf_file: try: len(pdf_file.docinfo) except TypeError: log.error( "File contains a malformed DocumentInfo block - continuing anyway" ) else: if pdf_file.docinfo: for k, v in pdf_file.docinfo.items(): if b'\x00' in bytes(v): pdf_file.docinfo[k] = bytes(v).replace(b'\x00', b'') modified = True if modified: pdf_file.save(fix_docinfo_file) else: safe_symlink(input_pdf, fix_docinfo_file) context.plugin_manager.hook.generate_pdfa( pdf_version=input_pdfinfo.min_version, pdf_pages=[fix_docinfo_file], pdfmark=input_ps_stub, output_file=output_file, compression=options.pdfa_image_compression, pdfa_part=options.output_type[-1], # is pdfa-1, pdfa-2, or pdfa-3 progressbar_class=( context.plugin_manager.hook.get_progressbar_class() if options.progress_bar else None ), ) return output_file def should_linearize(working_file: Path, context: PdfContext) -> bool: filesize = os.stat(working_file).st_size if filesize > (context.options.fast_web_view * 1_000_000): return True return False def get_pdf_save_settings(output_type: str) -> dict[str, Any]: if output_type == 'pdfa-1': # Trigger recompression to ensure object streams are removed, because # Acrobat complains about them in PDF/A-1b validation. return dict( preserve_pdfa=True, compress_streams=True, stream_decode_level=pikepdf.StreamDecodeLevel.generalized, object_stream_mode=pikepdf.ObjectStreamMode.disable, ) else: return dict( preserve_pdfa=True, compress_streams=True, object_stream_mode=(pikepdf.ObjectStreamMode.generate), ) def metadata_fixup(working_file: Path, context: PdfContext) -> Path: output_file = context.get_path('metafix.pdf') options = context.options def report_on_metadata(missing): if not missing: return if options.output_type.startswith('pdfa'): log.warning( "Some input metadata could not be copied because it is not " "permitted in PDF/A. You may wish to examine the output " "PDF's XMP metadata." ) log.debug("The following metadata fields were not copied: %r", missing) else: log.error( "Some input metadata could not be copied." "You may wish to examine the output PDF's XMP metadata." ) log.info("The following metadata fields were not copied: %r", missing) with pikepdf.open(context.origin) as original, pikepdf.open(working_file) as pdf: docinfo = get_docinfo(original, context) with pdf.open_metadata() as meta: meta.load_from_docinfo(docinfo, delete_missing=False, raise_failure=False) # If xmp:CreateDate is missing, set it to the modify date to # match Ghostscript, for consistency if 'xmp:CreateDate' not in meta: meta['xmp:CreateDate'] = meta.get('xmp:ModifyDate', '') with original.open_metadata( set_pikepdf_as_editor=False, update_docinfo=False, strict=False ) as meta_original: if meta.get('dc:title') == 'Untitled': # Ghostscript likes to set title to Untitled if omitted from input. # Reverse this, because PDF/A TechNote 0003:Metadata in PDF/A-1 # and the XMP Spec do not make this recommendation. if 'dc:title' not in meta_original: del meta['dc:title'] missing = set(meta_original.keys()) - set(meta.keys()) report_on_metadata(missing) optimizing = context.plugin_manager.hook.is_optimization_enabled( context=context ) pdf.save( output_file, **get_pdf_save_settings(options.output_type), linearize=( # Don't linearize if optimize() will be linearizing too not optimizing and should_linearize(working_file, context) ), ) return output_file def optimize_pdf( input_file: Path, context: PdfContext, executor: Executor ) -> tuple[Path, Sequence[str]]: output_file = context.get_path('optimize.pdf') output_pdf, messages = context.plugin_manager.hook.optimize_pdf( input_pdf=input_file, output_pdf=output_file, context=context, executor=executor, linearize=should_linearize(input_file, context), ) input_size = input_file.stat().st_size output_size = output_file.stat().st_size if output_size > 0: ratio = input_size / output_size savings = 1 - output_size / input_size log.info(f"Optimize ratio: {ratio:.2f} savings: {(savings):.1%}") return output_pdf, messages def enumerate_compress_ranges(iterable): skipped_from, index = None, None for index, txt_file in enumerate(iterable): index += 1 if txt_file: if skipped_from is not None: yield (skipped_from, index - 1), None skipped_from = None yield (index, index), txt_file else: if skipped_from is None: skipped_from = index if skipped_from is not None: yield (skipped_from, index), None def merge_sidecars(txt_files: Iterable[Path | None], context: PdfContext) -> Path: output_file = context.get_path('sidecar.txt') with open(output_file, 'w', encoding="utf-8") as stream: for (from_, to_), txt_file in enumerate_compress_ranges(txt_files): if from_ != 1: stream.write('\f') # Form feed between pages if txt_file: with open(txt_file, encoding="utf-8") as in_: txt = in_.read() # Some OCR engines (e.g. Tesseract v4 alpha) add form feeds # between pages, and some do not. For consistency, we ignore # any added by the OCR engine and them on our own. if txt.endswith('\f'): stream.write(txt[:-1]) else: stream.write(txt) else: if from_ != to_: pages = f'{from_}-{to_}' else: pages = f'{from_}' stream.write(f'[OCR skipped on page(s) {pages}]') return output_file def copy_final(input_file, output_file, _context: PdfContext) -> None: log.debug('%s -> %s', input_file, output_file) with open(input_file, 'rb') as input_stream: if output_file == '-': copyfileobj(input_stream, sys.stdout.buffer) sys.stdout.flush() elif hasattr(output_file, 'writable'): output_stream = output_file copyfileobj(input_stream, output_stream) with suppress(AttributeError): output_stream.flush() else: # At this point we overwrite the output_file specified by the user # use copyfileobj because then we use open() to create the file and # get the appropriate umask, ownership, etc. with open(output_file, 'wb') as output_stream: copyfileobj(input_stream, output_stream)