2020-11-25 19:36:39 +01:00

223 lines
6.8 KiB
Python

import logging
import os
import re
import shutil
import subprocess
import tempfile
import dateparser
import magic
from django.conf import settings
from django.utils import timezone
# This regular expression will try to find dates in the document at
# hand and will match the following formats:
# - XX.YY.ZZZZ with XX + YY being 1 or 2 and ZZZZ being 2 or 4 digits
# - XX/YY/ZZZZ with XX + YY being 1 or 2 and ZZZZ being 2 or 4 digits
# - XX-YY-ZZZZ with XX + YY being 1 or 2 and ZZZZ being 2 or 4 digits
# - ZZZZ.XX.YY with XX + YY being 1 or 2 and ZZZZ being 2 or 4 digits
# - ZZZZ/XX/YY with XX + YY being 1 or 2 and ZZZZ being 2 or 4 digits
# - ZZZZ-XX-YY with XX + YY being 1 or 2 and ZZZZ being 2 or 4 digits
# - XX. MONTH ZZZZ with XX being 1 or 2 and ZZZZ being 2 or 4 digits
# - MONTH ZZZZ, with ZZZZ being 4 digits
# - MONTH XX, ZZZZ with XX being 1 or 2 and ZZZZ being 4 digits
from documents.loggers import LoggingMixin
from documents.signals import document_consumer_declaration
# TODO: isnt there a date parsing library for this?
DATE_REGEX = re.compile(
r'(\b|(?!=([_-])))([0-9]{1,2})[\.\/-]([0-9]{1,2})[\.\/-]([0-9]{4}|[0-9]{2})(\b|(?=([_-])))|' # NOQA: E501
r'(\b|(?!=([_-])))([0-9]{4}|[0-9]{2})[\.\/-]([0-9]{1,2})[\.\/-]([0-9]{1,2})(\b|(?=([_-])))|' # NOQA: E501
r'(\b|(?!=([_-])))([0-9]{1,2}[\. ]+[^ ]{3,9} ([0-9]{4}|[0-9]{2}))(\b|(?=([_-])))|' # NOQA: E501
r'(\b|(?!=([_-])))([^\W\d_]{3,9} [0-9]{1,2}, ([0-9]{4}))(\b|(?=([_-])))|'
r'(\b|(?!=([_-])))([^\W\d_]{3,9} [0-9]{4})(\b|(?=([_-])))'
)
logger = logging.getLogger(__name__)
def is_mime_type_supported(mime_type):
return get_parser_class_for_mime_type(mime_type) is not None
def get_parser_class_for_mime_type(mime_type):
options = []
# Sein letzter Befehl war: KOMMT! Und sie kamen. Alle. Sogar die Parser.
for response in document_consumer_declaration.send(None):
parser_declaration = response[1]
supported_mime_types = parser_declaration["mime_types"]
if mime_type in supported_mime_types:
options.append(parser_declaration)
if not options:
return None
# Return the parser with the highest weight.
return sorted(
options, key=lambda _: _["weight"], reverse=True)[0]["parser"]
def get_parser_class(path):
"""
Determine the appropriate parser class based on the file
"""
mime_type = magic.from_file(path, mime=True)
return get_parser_class_for_mime_type(mime_type)
def run_convert(input_file,
output_file,
density=None,
scale=None,
alpha=None,
strip=False,
trim=False,
type=None,
depth=None,
extra=None,
logging_group=None):
environment = os.environ.copy()
if settings.CONVERT_MEMORY_LIMIT:
environment["MAGICK_MEMORY_LIMIT"] = settings.CONVERT_MEMORY_LIMIT
if settings.CONVERT_TMPDIR:
environment["MAGICK_TMPDIR"] = settings.CONVERT_TMPDIR
args = [settings.CONVERT_BINARY]
args += ['-density', str(density)] if density else []
args += ['-scale', str(scale)] if scale else []
args += ['-alpha', str(alpha)] if alpha else []
args += ['-strip'] if strip else []
args += ['-trim'] if trim else []
args += ['-type', str(type)] if type else []
args += ['-depth', str(depth)] if depth else []
args += [input_file, output_file]
logger.debug("Execute: " + " ".join(args), extra={'group': logging_group})
if not subprocess.Popen(args, env=environment).wait() == 0:
raise ParseError("Convert failed at {}".format(args))
def parse_date(filename, text):
"""
Returns the date of the document.
"""
def __parser(ds, date_order):
"""
Call dateparser.parse with a particular date ordering
"""
return dateparser.parse(
ds,
settings={
"DATE_ORDER": date_order,
"PREFER_DAY_OF_MONTH": "first",
"RETURN_AS_TIMEZONE_AWARE":
True
}
)
date = None
next_year = timezone.now().year + 5 # Arbitrary 5 year future limit
# if filename date parsing is enabled, search there first:
if settings.FILENAME_DATE_ORDER:
for m in re.finditer(DATE_REGEX, filename):
date_string = m.group(0)
try:
date = __parser(date_string, settings.FILENAME_DATE_ORDER)
except (TypeError, ValueError):
# Skip all matches that do not parse to a proper date
continue
if date is not None and next_year > date.year > 1900:
return date
# Iterate through all regex matches in text and try to parse the date
for m in re.finditer(DATE_REGEX, text):
date_string = m.group(0)
try:
date = __parser(date_string, settings.DATE_ORDER)
except (TypeError, ValueError):
# Skip all matches that do not parse to a proper date
continue
if date is not None and next_year > date.year > 1900:
break
else:
date = None
return date
class ParseError(Exception):
pass
class DocumentParser(LoggingMixin):
"""
Subclass this to make your own parser. Have a look at
`paperless_tesseract.parsers` for inspiration.
"""
def __init__(self, logging_group):
super().__init__()
self.logging_group = logging_group
self.tempdir = tempfile.mkdtemp(
prefix="paperless-", dir=settings.SCRATCH_DIR)
self.archive_path = None
self.text = None
self.date = None
def parse(self, document_path, mime_type):
raise NotImplementedError()
def get_archive_path(self):
return self.archive_path
def get_thumbnail(self, document_path, mime_type):
"""
Returns the path to a file we can use as a thumbnail for this document.
"""
raise NotImplementedError()
def get_optimised_thumbnail(self, document_path, mime_type):
thumbnail = self.get_thumbnail(document_path, mime_type)
if settings.OPTIMIZE_THUMBNAILS:
out_path = os.path.join(self.tempdir, "thumb_optipng.png")
args = (settings.OPTIPNG_BINARY,
"-silent", "-o5", thumbnail, "-out", out_path)
self.log('debug', f"Execute: {' '.join(args)}")
if not subprocess.Popen(args).wait() == 0:
raise ParseError("Optipng failed at {}".format(args))
return out_path
else:
return thumbnail
def get_text(self):
return self.text
def get_date(self):
return self.date
def cleanup(self):
self.log("debug", "Deleting directory {}".format(self.tempdir))
shutil.rmtree(self.tempdir)