Add support for output formats.
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bd2a206940
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3 changed files with 97 additions and 10 deletions
72
pixelocr/formatting.py
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72
pixelocr/formatting.py
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# Copyright (C) 2014 Andrey Golovizin
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#
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# This program is free software: you can redistribute it and/or modify
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# it under the terms of the GNU General Public License as published by
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# the Free Software Foundation, either version 3 of the License, or
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# (at your option) any later version.
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#
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# This program is distributed in the hope that it will be useful,
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# but WITHOUT ANY WARRANTY; without even the implied warranty of
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# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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# GNU General Public License for more details.
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#
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# You should have received a copy of the GNU General Public License
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# along with this program. If not, see <http://www.gnu.org/licenses/>.
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import itertools
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from .utils import pipe
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from .glyphdb import WhitespaceData
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class OutputFormat(object):
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last_tag = None
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def __call__(self, glyph_data_stream):
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return self.format(glyph_data_stream)
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def format(self, glyph_data_seq):
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last_tag = None
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return pipe(glyph_data_seq, self.group_by_tag, self.fix_spaces, self.format_tags)
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def group_by_tag(self, styled_glyphs):
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for tag, group in itertools.groupby(styled_glyphs, key=self.assign_tag):
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text = ''.join(glyph_data.text for glyph_data in group)
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yield tag, text
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def fix_spaces(self, tagged_text):
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for tag, text in tagged_text:
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stripped_text = text.rstrip()
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if len(stripped_text) < len(text):
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traling_whitespace = text[len(stripped_text):]
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yield tag, stripped_text
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yield None, traling_whitespace
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else:
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yield tag, text
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def format_tags(self, tagged_text):
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for tag, text in tagged_text:
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yield self.format_tag(tag, text)
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def assign_tag(self, glyph_data):
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if isinstance(glyph_data, WhitespaceData):
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return self.last_tag
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else:
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tag = self.assign_glyph_tag(glyph_data)
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self.last_tag = tag
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return tag
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def assign_glyph_tag(self, glyph_data):
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raise NotImplementedError
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def format_tag(self, tag, text):
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raise NotImplementedError
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class TextFormat(OutputFormat):
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def assign_tag(self, glyph_data):
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return None
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def format_tag(self, tag, text):
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return text
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@ -66,6 +66,17 @@ class GlyphData(object):
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return cls(*args)
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return cls(*args)
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class WhitespaceData(GlyphData):
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color = (255, 255, 255) # FIXME support non-white background
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def __init__(self, text):
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super().__init__(None, None, text, bold=False, italic=False)
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SPACE = WhitespaceData(' ')
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NEWLINE = WhitespaceData('\n')
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class GlyphDB(object):
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class GlyphDB(object):
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def __init__(self, filename):
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def __init__(self, filename):
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self.filename = filename
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self.filename = filename
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@ -14,6 +14,7 @@
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# along with this program. If not, see <http://www.gnu.org/licenses/>.
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# along with this program. If not, see <http://www.gnu.org/licenses/>.
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import itertools
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from glob import glob
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from glob import glob
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from os import path
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from os import path
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from queue import Queue
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from queue import Queue
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@ -27,9 +28,10 @@ from PyQt4.QtGui import (
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qApp
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qApp
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)
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)
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from .. import formatting
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from ..image import Image
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from ..image import Image
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from ..page import Page, Glyph, Space
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from ..page import Page, Glyph, Space
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from ..glyphdb import GlyphDB
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from ..glyphdb import GlyphDB, SPACE, NEWLINE
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class OCREngine(QThread):
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class OCREngine(QThread):
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@ -53,7 +55,6 @@ class OCREngine(QThread):
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def run(self):
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def run(self):
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for page_text in self.recognize():
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for page_text in self.recognize():
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print()
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print(page_text)
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print(page_text)
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if self.quit:
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if self.quit:
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qApp.quit()
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qApp.quit()
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@ -62,27 +63,30 @@ class OCREngine(QThread):
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for filename in self.filenames:
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for filename in self.filenames:
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page = self.load_page(filename)
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page = self.load_page(filename)
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self.pageChanged.emit(page)
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self.pageChanged.emit(page)
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yield '\n'.join(self.recognize_page(page))
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yield self.recognize_page(page)
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def recognize_page(self, page):
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def recognize_page(self, page):
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for line in page.lines:
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glyph_data_seq = itertools.chain(*(self.recognize_line(line) for line in page.lines))
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yield ''.join(self.recognize_line(line))
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output_format = formatting.TextFormat()
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return ''.join(output_format.format(glyph_data_seq))
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def recognize_line(self, line):
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def recognize_line(self, line):
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yield from ' ' * int(line.indent / self.SPACE_WIDTH)
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yield from [SPACE] * int(line.indent / self.SPACE_WIDTH)
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for glyph in line.glyphs:
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for glyph in line.glyphs:
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yield self.recognize_glyph(glyph)
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yield self.recognize_glyph(glyph)
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yield NEWLINE
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def recognize_glyph(self, glyph):
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def recognize_glyph(self, glyph):
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qApp.processEvents()
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qApp.processEvents()
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if isinstance(glyph, Space):
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if isinstance(glyph, Space):
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return ' '
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return SPACE
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try:
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try:
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return self.glyphdb[glyph].text
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glyph_data = self.glyphdb[glyph]
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except KeyError:
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except KeyError:
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text, bold, italic = self.ask_for_help(glyph)
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text, bold, italic = self.ask_for_help(glyph)
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self.glyphdb.add_glyph(glyph, text, bold, italic)
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glyph_data = self.glyphdb.add_glyph(glyph, text, bold, italic)
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return text
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return glyph_data
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def ask_for_help(self, unknown_glyph):
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def ask_for_help(self, unknown_glyph):
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self.unknownGlyph.emit(unknown_glyph)
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self.unknownGlyph.emit(unknown_glyph)
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