2014-09-26 04:19:41 -07:00
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#!/usr/bin/env python3
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# Reimplement ocrPage.sh as Python
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import argparse
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import logging
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import sys
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2014-09-26 04:43:15 -07:00
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import os.path
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2014-09-26 04:19:41 -07:00
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from parse import parse
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2014-10-08 03:21:28 -07:00
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from subprocess import Popen, check_call, PIPE, STDOUT
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try:
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from subprocess import DEVNULL
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except ImportError:
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import os
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DEVNULL = open(os.devnull, 'wb')
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from tempfile import NamedTemporaryFile
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2014-10-08 03:21:28 -07:00
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from ruffus import transform, suffix
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import ruffus.cmdline as cmdline
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parser = cmdline.get_argparse(
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prog="ocrpage",
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description="Run OCR and related jobs on a single page of a PDF file")
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parser.add_argument(
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'input_pdf',
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help="PDF file containing the page to be OCRed")
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parser.add_argument(
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'page_info',
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help="Various characteristics of the page to be OCRed")
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parser.add_argument(
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'num_pages',
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help="Total number of page of the PDF file (required for logger)")
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parser.add_argument(
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'tmp_fld',
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help="Folder where the temporary files should be placed")
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parser.add_argument(
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'verbosity',
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help="Requested verbosity")
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parser.add_argument(
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'language',
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help="Language of the file to be OCRed")
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parser.add_argument(
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'keep_tmp',
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help="Keep the temporary files after processing (helpful for debugging)")
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parser.add_argument(
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'preprocess_deskew',
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help="Deskew the page to be OCRed")
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parser.add_argument(
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'preprocess_clean',
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help="Clean the page to be OCRed")
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parser.add_argument(
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'preprocess_cleantopdf',
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help="Put the cleaned paged in the OCRed PDF")
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parser.add_argument(
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'oversampling_dpi',
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help="Oversampling resolution in dpi")
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parser.add_argument(
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'pdf_noimg',
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help="Generate debug PDF pages with only the OCRed text and no image")
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parser.add_argument(
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'force_ocr',
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help="Force to OCR, even if the page already contains fonts")
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parser.add_argument(
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'skip_text',
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help="Skip OCR on pages that contain fonts and include the page anyway")
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parser.add_argument(
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'tess_cfg_files',
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help="Tesseract configuration")
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options = parser.parse_args()
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logger, logger_mutex = cmdline.setup_logging(__name__, options.log_file,
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options.verbose)
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SUBPROC_PIPE = dict(close_fds=True, stdin=PIPE, stdout=PIPE, stderr=PIPE,
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universal_newlines=True)
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def pdf_get_pageinfo(infile, page, width_pt, height_pt):
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pageinfo = {}
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pageinfo['pageno'] = page
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pageinfo['width_inches'] = width_pt / 72.0
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pageinfo['height_inches'] = height_pt / 72.0
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pageinfo['images'] = []
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p_pdffonts = Popen(['pdffonts', '-f', str(page), '-l', str(page), infile],
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**SUBPROC_PIPE)
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pdffonts, _ = p_pdffonts.communicate()
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if len(pdffonts.splitlines()) > 2:
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logger.info("Page already contains font data!")
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pageinfo['has_text'] = True
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else:
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pageinfo['has_text'] = False
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# pdfimages: get image dimensions
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p_pdfimages = Popen(['pdfimages', '-list', '-f', str(page), '-l',
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str(page), str(infile)], **SUBPROC_PIPE)
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pdfimages, _ = p_pdfimages.communicate()
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for n, line in enumerate(pdfimages.splitlines()):
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if n <= 1:
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continue # Skip first two lines
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r = parse('{page:1d} {num:1d} {imtype:>} {width:1d} {height:1d} ' +
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'{color:>} {comp:1d} {bpc:1d} {enc:>} {interp:>} ' +
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'{pdfobject:1d} {pdfid:1d} {bad_dpi_w:1d} {bad_dpi_h:1d} ' +
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'{size:>} {ratio:>}', line)
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image = r.named
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# pdfimages calculates DPI as 0.26.0, but adds +1 to dpi_h
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# apparent bug, so calculate explicitly
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image['dpi_w'] = image['width'] / pageinfo['width_inches']
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image['dpi_h'] = image['height'] / pageinfo['height_inches']
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image['dpi'] = (image['dpi_w'] * image['dpi_h']) ** 0.5
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pageinfo['images'].append(image)
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xres = max(image['dpi_w'] for image in pageinfo['images'])
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yres = max(image['dpi_h'] for image in pageinfo['images'])
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pageinfo['xres'], pageinfo['yres'] = xres, yres
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pageinfo['width_pixels'] = int(round(xres * pageinfo['width_inches']))
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pageinfo['height_pixels'] = int(round(yres * pageinfo['height_inches']))
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return pageinfo
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pageno, width_pt, height_pt = map(int, options.page_info.split(' ', 3))
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pageinfo = pdf_get_pageinfo(options.input_pdf, pageno, width_pt, height_pt)
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@transform([options.input_pdf], suffix(".pdf"), ".ppm")
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def unpack_with_pdftoppm(
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input_file,
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output_file):
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force_ppm = True
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colorspace = 'color'
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compression = 'deflate'
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output_format = 'tiff'
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if all(image['comp'] == 1 for image in pageinfo['images']):
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if all(image['bpc'] == 1 for image in pageinfo['images']):
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colorspace = 'mono'
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compression = 'deflate'
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elif not any(image['color'] == 'color'
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for image in pageinfo['images']):
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colorspace = 'gray'
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if all(image['enc'] == 'jpeg' for image in pageinfo['images']):
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output_format = 'jpeg'
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args_pdftoppm = [
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'pdftoppm',
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'-f', str(pageinfo['pageno']), '-l', str(pageinfo['pageno']),
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'-rx', str(pageinfo['xres']),
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'-ry', str(pageinfo['yres'])
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]
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if not force_ppm:
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if output_format == 'tiff':
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args_pdftoppm.append('-tiff')
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if compression:
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args_pdftoppm.append('-tiffcompression')
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args_pdftoppm.append(compression)
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elif output_format == 'jpeg':
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args_pdftoppm.append('-jpeg')
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if colorspace == 'mono':
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args_pdftoppm.append('-mono')
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elif colorspace == 'gray':
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args_pdftoppm.append('-gray')
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args_pdftoppm.extend([str(input_file)])
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p = Popen(args_pdftoppm, close_fds=True, stdout=open(output_file, 'wb'),
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stderr=PIPE)
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_, stderr = p.communicate()
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if stderr:
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import codecs
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logger.error(codecs.iterdecode(stderr, sys.getdefaultencoding(),
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errors='ignore'))
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def deskew_imagemagick(pageinfo, infile, prefix, output_folder):
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args_convert = [
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'convert',
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infile,
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'-deskew', '40%',
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'-gravity', 'center',
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'-extent', '{width_pixels}x{height_pixels}'.format(**pageinfo)
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]
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with NamedTemporaryFile(prefix=prefix + "%04i.ppm" % pageinfo['pageno'],
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suffix='.ppm', dir=output_folder,
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delete=False) as tmpfile:
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args_convert.append(tmpfile.name)
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check_call(args_convert, close_fds=True)
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return tmpfile.name
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def clean_unpaper(pageinfo, infile, prefix, output_folder):
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args_unpaper = [
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'unpaper',
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'--dpi', int(round((pageinfo['xres'] * pageinfo['yres']) ** 0.5)),
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'--mask-scan-size', '100',
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'--no-deskew',
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'--no-grayfilter',
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'--no-blackfilter',
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'--no-mask-center',
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'--no-border-align',
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infile
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]
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with NamedTemporaryFile(prefix=prefix + "%04i.ppm" % pageinfo['pageno'],
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suffix='.ppm', dir=output_folder,
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delete=False) as tmpfile:
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args_unpaper.append(tmpfile.name)
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check_call(args_unpaper, close_fds=True)
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return tmpfile.name
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@transform(unpack_with_pdftoppm, suffix(".ppm"), ".hocr")
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def ocr_tesseract(
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input_file,
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output_file):
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args_tesseract = [
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'tesseract',
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'-l', options.language,
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input_file,
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output_file,
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'hocr',
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options.tess_cfg_files
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]
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p = Popen(args_tesseract, close_fds=True, stdout=PIPE, stderr=PIPE,
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universal_newlines=True)
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stdout, stderr = p.communicate()
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if stdout:
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logger.info(stdout)
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if stderr:
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logger.error(stderr)
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cmdline.run(options)
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# parser.add_argument(
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# 'tess_cfg_files',
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# help="Specific configuration files to be used by Tesseract during OCRing")
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def main():
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args = parser.parse_args()
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pageno, width_pt, height_pt = map(int, args.page_info.split(' ', 3))
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logger.name += '(page=%i)' % pageno
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logger.info("Processing page %i / %i", pageno, args.num_pages)
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pageinfo = pdf_get_pageinfo(args.input_pdf, pageno, width_pt, height_pt)
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