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#
# Copyright (c) 2014 ThoughtWorks, Inc.
#
# Pixelated is free software: you can redistribute it and/or modify
# it under the terms of the GNU Affero General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# Pixelated 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 Affero General Public License for more details.
#
# You should have received a copy of the GNU Affero General Public License
# along with Pixelated. If not, see <http://www.gnu.org/licenses/>.
import os
from pixelated.adapter.status import Status
import whoosh.index
from whoosh.fields import *
from whoosh.qparser import QueryParser
from whoosh import sorting
from pixelated.support.functional import unique
from pixelated.support.date import milliseconds
class SearchEngine(object):
__slots__ = '_index'
INDEX_FOLDER = os.path.join(os.environ['HOME'], '.leap', 'search_index')
DEFAULT_TAGS = ['inbox', 'sent', 'drafts', 'trash']
def __init__(self):
if not os.path.exists(self.INDEX_FOLDER):
os.makedirs(self.INDEX_FOLDER)
self._index = self._create_index()
def _add_to_tags(self, tags, group, skip_default_tags, count_type, query=None):
query_matcher = re.compile(".*%s.*" % query.lower()) if query else re.compile(".*")
for tag, count in group.iteritems():
if skip_default_tags and tag in self.DEFAULT_TAGS or not query_matcher.match(tag):
continue
if not tags.get(tag):
tags[tag] = {'ident': tag, 'name': tag, 'default': False, 'counts': {'total': 0, 'read': 0}, 'mails': []}
tags[tag]['counts'][count_type] += count
def _search_tag_groups(self, is_filtering_tags):
seen = None
query_parser = QueryParser('tag', self._index.schema)
options = {'limit': None, 'groupedby': sorting.FieldFacet('tag', allow_overlap=True), 'maptype': sorting.Count}
with self._index.searcher() as searcher:
total = searcher.search(query_parser.parse('*'), **options).groups()
if not is_filtering_tags:
seen = searcher.search(query_parser.parse("* AND flags:%s" % Status.SEEN), **options).groups()
return seen, total
def _init_tags_defaults(self):
tags = {}
for default_tag in self.DEFAULT_TAGS:
tags[default_tag] = {
'ident': default_tag,
'name': default_tag,
'default': True,
'counts': {
'total': 0,
'read': 0
},
'mails': []
}
return tags
def _build_tags(self, seen, total, skip_default_tags, query):
tags = {}
if not skip_default_tags:
tags = self._init_tags_defaults()
self._add_to_tags(tags, total, skip_default_tags, count_type='total', query=query)
if seen:
self._add_to_tags(tags, seen, skip_default_tags, count_type='read')
return tags.values()
def tags(self, query, skip_default_tags):
is_filtering_tags = True if query else False
seen, total = self._search_tag_groups(is_filtering_tags=is_filtering_tags)
return self._build_tags(seen, total, skip_default_tags, query)
def _mail_schema(self):
return Schema(
ident=ID(stored=True, unique=True),
sender=ID(stored=False),
to=ID(stored=False),
cc=ID(stored=False),
bcc=ID(stored=False),
subject=TEXT(stored=False),
date=NUMERIC(stored=False, sortable=True, bits=64, signed=False),
body=TEXT(stored=False),
tag=KEYWORD(stored=True, commas=True),
flags=KEYWORD(stored=True, commas=True),
raw=TEXT(stored=False))
def _create_index(self):
return whoosh.index.create_in(self.INDEX_FOLDER, self._mail_schema(), indexname='mails')
def index_mail(self, mail):
with self._index.writer() as writer:
self._index_mail(writer, mail)
def _index_mail(self, writer, mail):
mdict = mail.as_dict()
header = mdict['header']
tags = mdict.get('tags', [])
tags.append(mail.mailbox_name.lower())
index_data = {
'sender': unicode(header.get('from', '')),
'subject': unicode(header.get('subject', '')),
'date': milliseconds(header.get('date', '')),
'to': unicode(header.get('to', '')),
'cc': unicode(header.get('cc', '')),
'bcc': unicode(header.get('bcc', '')),
'tag': u','.join(unique(tags)),
'body': unicode(mdict['body']),
'ident': unicode(mdict['ident']),
'flags': unicode(','.join(unique(mail.flags))),
'raw': unicode(mail.raw)
}
writer.update_document(**index_data)
def index_mails(self, mails):
with self._index.writer() as writer:
for mail in mails:
self._index_mail(writer, mail)
def _search_with_options(self, options, query):
with self._index.searcher() as searcher:
query = QueryParser('raw', self._index.schema).parse(query)
results = searcher.search(query, **options)
return results
def search(self, query, window=25, page=1, all_mails=False):
query = self.prepare_query(query)
return self._search_all_mails(query) if all_mails else self._paginated_search_mails(query, window, page)
def _search_all_mails(self, query):
with self._index.searcher() as searcher:
sorting_facet = sorting.FieldFacet('date', reverse=True)
results = searcher.search(query, sortedby=sorting_facet, reverse=True, limit=None)
return unique([mail['ident'] for mail in results])
def _paginated_search_mails(self, query, window, page):
page = int(page) if page is not None and int(page) > 1 else 1
window = int(window) if window is not None else 25
with self._index.searcher() as searcher:
tags_facet = sorting.FieldFacet('tag', allow_overlap=True, maptype=sorting.Count)
sorting_facet = sorting.FieldFacet('date', reverse=True)
results = searcher.search_page(query, page, pagelen=window, groupedby=tags_facet, sortedby=sorting_facet)
return unique([mail['ident'] for mail in results]), sum(results.results.groups().values())
def prepare_query(self, query):
query = (
query
.replace('\"', '')
.replace('-in:', 'AND NOT tag:')
.replace('in:all', '*')
)
return QueryParser('raw', self._index.schema).parse(query)
def remove_from_index(self, mail_id):
writer = self._index.writer()
try:
writer.delete_by_term('ident', mail_id)
finally:
writer.commit()
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