Initial implementation of OCR pluggable backends
This commit is contained in:
@@ -1,4 +1,3 @@
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#Some code from http://wiki.github.com/hoffstaetter/python-tesseract
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from __future__ import absolute_import
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import codecs
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@@ -14,8 +13,9 @@ from common.conf.settings import TEMPORARY_DIRECTORY
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from converter.api import convert
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from documents.models import DocumentPage
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from .conf.settings import (TESSERACT_PATH, TESSERACT_LANGUAGE, UNPAPER_PATH)
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from .exceptions import TesseractError, UnpaperError
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from .backends import ocr_backend
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from .conf.settings import UNPAPER_PATH, LANGUAGE
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from .exceptions import OCRError, UnpaperError
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from .literals import (DEFAULT_OCR_FILE_FORMAT, UNPAPER_FILE_FORMAT,
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DEFAULT_OCR_FILE_EXTENSION)
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from .parsers import parse_document_page
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@@ -24,13 +24,13 @@ from .parsers.exceptions import ParserError, ParserUnknownFile
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def get_language_backend():
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"""
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Return the OCR cleanup language backend using the selected tesseract
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language in the configuration settings
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Return the OCR cleanup language backend using the selected language
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in the configuration settings
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"""
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try:
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module = import_module(u'.'.join([u'ocr', u'lang', TESSERACT_LANGUAGE]))
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module = import_module(u'.'.join([u'ocr', u'lang', LANGUAGE]))
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except ImportError:
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sys.stderr.write(u'\nWarning: No OCR app language backend for language: %s\n\n' % TESSERACT_LANGUAGE)
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sys.stderr.write(u'\nWarning: No OCR app language backend for language: %s\n\n' % LANGUAGE)
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return None
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return module
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@@ -47,45 +47,12 @@ def cleanup(filename):
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pass
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def run_tesseract(input_filename, lang=None):
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"""
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Execute the command line binary of tesseract
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"""
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fd, filepath = tempfile.mkstemp()
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os.close(fd)
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ocr_output = os.extsep.join([filepath, u'txt'])
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command = [unicode(TESSERACT_PATH), unicode(input_filename), unicode(filepath)]
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if lang is not None:
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command.extend([u'-l', lang])
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proc = subprocess.Popen(command, close_fds=True, stderr=subprocess.PIPE, stdout=subprocess.PIPE)
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return_code = proc.wait()
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if return_code != 0:
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error_text = proc.stderr.read()
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cleanup(filepath)
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cleanup(ocr_output)
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if lang:
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# If tesseract gives an error with a language parameter
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# re-run it with no parameter again
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return run_tesseract(input_filename, lang=None)
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else:
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raise TesseractError(error_text)
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fd = codecs.open(ocr_output, 'r', 'utf-8')
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text = fd.read().strip()
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fd.close()
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os.unlink(filepath)
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return text
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def do_document_ocr(queue_document):
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"""
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Try first to extract text from document pages using the registered
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parser, if the parser fails or if there is no parser registered for
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the document mimetype do a visual OCR by calling tesseract
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the document mimetype do a visual OCR by calling the corresponding
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OCR backend
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"""
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for document_page in queue_document.document.pages.all():
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try:
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@@ -116,7 +83,7 @@ def do_document_ocr(queue_document):
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pre_ocr_filepath_w_ext = os.extsep.join([pre_ocr_filepath, DEFAULT_OCR_FILE_EXTENSION])
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os.rename(pre_ocr_filepath, pre_ocr_filepath_w_ext)
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try:
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ocr_text = run_tesseract(pre_ocr_filepath_w_ext, TESSERACT_LANGUAGE)
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ocr_text = ocr_backend.execute(pre_ocr_filepath_w_ext, LANGUAGE)
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document_page.content = ocr_cleanup(ocr_text)
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document_page.page_label = _(u'Text from OCR')
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26
mayan/apps/ocr/backends/__init__.py
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26
mayan/apps/ocr/backends/__init__.py
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@@ -0,0 +1,26 @@
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from __future__ import absolute_import
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from django.utils.importlib import import_module
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from ..conf.settings import BACKEND
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class BackendBase(object):
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def execute(input_filename, language=None):
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raise NotImplemented
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def get_ocr_backend():
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"""
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Return the OCR backend using the path specified in the configuration
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settings
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"""
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try:
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module = import_module(BACKEND)
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except ImportError:
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sys.stderr.write(u'\nWarning: No OCR backend named: %s\n\n' % BACKEND)
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raise
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else:
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return module
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ocr_backend = get_ocr_backend()
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45
mayan/apps/ocr/backends/tesseract.py
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45
mayan/apps/ocr/backends/tesseract.py
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@@ -0,0 +1,45 @@
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from __future__ import absolute_import
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import codecs
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import os
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import subprocess
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import tempfile
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import sys
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from . import BackendBase
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from ..conf.settings import TESSERACT_PATH
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def Tesseract(BackendBase):
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def execute(input_filename, language=None):
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"""
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Execute the command line binary of tesseract
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"""
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fd, filepath = tempfile.mkstemp()
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os.close(fd)
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ocr_output = os.extsep.join([filepath, u'txt'])
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command = [unicode(TESSERACT_PATH), unicode(input_filename), unicode(filepath)]
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if lang is not None:
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command.extend([u'-l', language])
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proc = subprocess.Popen(command, close_fds=True, stderr=subprocess.PIPE, stdout=subprocess.PIPE)
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return_code = proc.wait()
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if return_code != 0:
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error_text = proc.stderr.read()
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cleanup(filepath)
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cleanup(ocr_output)
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if lang:
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# If tesseract gives an error with a language parameter
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# re-run it with no parameter again
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return run_tesseract(input_filename, language=None)
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else:
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raise TesseractError(error_text)
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fd = codecs.open(ocr_output, 'r', 'utf-8')
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text = fd.read().strip()
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fd.close()
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os.unlink(filepath)
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return text
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@@ -9,12 +9,13 @@ register_settings(
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module=u'ocr.conf.settings',
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settings=[
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{'name': u'TESSERACT_PATH', 'global_name': u'OCR_TESSERACT_PATH', 'default': u'/usr/bin/tesseract', 'exists': True},
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{'name': u'TESSERACT_LANGUAGE', 'global_name': u'OCR_TESSERACT_LANGUAGE', 'default': u'eng'},
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{'name': u'LANGUAGE', 'global_name': u'OCR_LANGUAGE', 'default': u'eng'},
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{'name': u'REPLICATION_DELAY', 'global_name': u'OCR_REPLICATION_DELAY', 'default': 0, 'description': _(u'Amount of seconds to delay OCR of documents to allow for the node\'s storage replication overhead.')},
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{'name': u'NODE_CONCURRENT_EXECUTION', 'global_name': u'OCR_NODE_CONCURRENT_EXECUTION', 'default': 1, 'description': _(u'Maximum amount of concurrent document OCRs a node can perform.')},
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{'name': u'AUTOMATIC_OCR', 'global_name': u'OCR_AUTOMATIC_OCR', 'default': True, 'description': _(u'Automatically queue newly created documents for OCR.')},
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{'name': u'QUEUE_PROCESSING_INTERVAL', 'global_name': u'OCR_QUEUE_PROCESSING_INTERVAL', 'default': 10},
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{'name': u'UNPAPER_PATH', 'global_name': u'OCR_UNPAPER_PATH', 'default': u'/usr/bin/unpaper', 'description': _(u'File path to unpaper program.'), 'exists': True},
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{'name': u'PDFTOTEXT_PATH', 'global_name': u'OCR_PDFTOTEXT_PATH', 'default': u'/usr/bin/pdftotext', 'description': _(u'File path to poppler\'s pdftotext program used to extract text from PDF files.'), 'exists': True},
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{'name': u'BACKEND', 'global_name': u'OCR_BACKEND', 'default': u'ocr.backends.tesseract', 'description': _(u'Full path to the backend to be used to do OCR.')},
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]
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)
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@@ -5,9 +5,9 @@ class AlreadyQueued(Exception):
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pass
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class TesseractError(Exception):
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class OCRError(Exception):
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"""
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Raised by tesseract
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Raised by the OCR backend
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"""
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pass
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