pixelocr/pixelocr/document.py

102 lines
3.9 KiB
Python

# Copyright (C) 2014 Andrey Golovizin
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program. If not, see <http://www.gnu.org/licenses/>.
import itertools
import subprocess
from glob import glob
from os import path
from . import formatting
from .image import Image
from .page import Page, Space
from .glyphdb import GlyphDB, Style, SPACE, NEWLINE
from .config import Configuration
from .utils import cached_property
class Document(object):
SPACE_WIDTH = 15
def __init__(self, dirname, ui, skip=0, limit=None, output_format='text'):
super().__init__()
self.dirname = dirname
self.ui = ui
self.filenames = sorted(glob(path.join(dirname, '*.png')))[skip:skip + limit if limit else None]
self.glyphdb = GlyphDB(path.join(self.dirname, 'glyphdb.pickle'))
self.config = Configuration.load_file(path.join(self.dirname, 'config.yaml'))
self.output_format = output_format
self.last_style = Style(bold=False, italic=False, color=(255, 255, 255)) # FIXME get rid of hardcoded value
self.last_language = self.default_language
def save_glyphdb(self):
self.glyphdb.save()
def load_page(self, filename):
return Page(self, Image.fromfile(filename), filename)
def recognize(self):
for filename in self.filenames:
page = self.load_page(filename)
self.ui.turn_page(page)
page_text = self.recognize_page(page)
print(page_text)
with open(filename + self.output_format.suffix, 'w') as page_text_file:
page_text_file.write(page_text)
def recognize_page(self, page):
glyph_data_seq = itertools.chain(*(self.recognize_line(line) for line in page.lines))
return ''.join(self.output_format.format(glyph_data_seq))
def recognize_line(self, line):
yield from [SPACE] * int(line.indent / self.SPACE_WIDTH)
for glyph in line.glyphs:
yield self.recognize_glyph(glyph)
yield NEWLINE
def recognize_glyph(self, glyph):
self.ui.process_events()
if isinstance(glyph, Space):
return SPACE
try:
glyph_data = self.glyphdb[glyph]
except KeyError:
guessed_bold = glyph.word.guess_bold(default=self.last_style.bold)
guessed_italic = glyph.word.guess_italic(default=self.last_style.italic)
self.switch_layout(glyph.word.guess_language(self.last_language))
text, bold, italic = self.ui.ask_for_help(glyph, guessed_bold, guessed_italic)
glyph_data = self.glyphdb.add_glyph(glyph, text, bold, italic)
self.last_style = glyph_data.style
self.last_language = self.language_map.get(glyph_data.text)
return glyph_data
@cached_property
def language_map(self):
languages = self.config.get('languages', {})
return {letter: lang_name for lang_name, opts in languages.items() for letter in opts.get('alphabet', ())}
@cached_property
def default_language(self):
for lang_name, opts in self.config.get('lenauges', {}):
if opts.get('default'):
return lang_name
def switch_layout(self, language):
if language is None:
language = self.default_language
cmd = self.config.get('languages', {}).get(language, {}).get('command')
if cmd:
return subprocess.call(cmd, stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL)