view sat/plugins/plugin_exp_lang_detect.py @ 2787:298408833ec2

memory (sqlite): optimizations indexes were missing on foreign keys for "message", "subject" and "thread" tables, seriously impacting performances. In addition to those indexes, two indexes have been added to speed ordering by timestamp on "history", and one on "files" table. history.rowid is not used anymore as there is an index on (profile_id, received_timestamp) which will speed up the query. Primary keys order has been changed to use automatic index in most common cases (filtering by profile_id then namespace).
author Goffi <goffi@goffi.org>
date Sat, 19 Jan 2019 22:49:32 +0100
parents 003b8b4b56a7
children ab2696e34d29
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#!/usr/bin/env python2
# -*- coding: utf-8 -*-

# SAT plugin to detect language (experimental)
# Copyright (C) 2009-2019 Jérôme Poisson (goffi@goffi.org)

# This program 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.

# 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 Affero General Public License for more details.

# You should have received a copy of the GNU Affero General Public License
# along with this program.  If not, see <http://www.gnu.org/licenses/>.

from sat.core.i18n import _, D_
from sat.core.constants import Const as C
from sat.core.log import getLogger

log = getLogger(__name__)
from sat.core import exceptions

try:
    from langid.langid import LanguageIdentifier, model
except ImportError:
    raise exceptions.MissingModule(
        u'Missing module langid, please download/install it with "pip install langid")'
    )

identifier = LanguageIdentifier.from_modelstring(model, norm_probs=False)


PLUGIN_INFO = {
    C.PI_NAME: "Language detection plugin",
    C.PI_IMPORT_NAME: "EXP-LANG-DETECT",
    C.PI_TYPE: "EXP",
    C.PI_PROTOCOLS: [],
    C.PI_DEPENDENCIES: [],
    C.PI_MAIN: "LangDetect",
    C.PI_HANDLER: "no",
    C.PI_DESCRIPTION: _("""Detect and set message language when unknown"""),
}

CATEGORY = D_(u"Misc")
NAME = u"lang_detect"
LABEL = D_(u"language detection")
PARAMS = """
    <params>
    <individual>
    <category name="{category_name}">
        <param name="{name}" label="{label}" type="bool" value="true" />
    </category>
    </individual>
    </params>
    """.format(
    category_name=CATEGORY, name=NAME, label=_(LABEL)
)


class LangDetect(object):
    def __init__(self, host):
        log.info(_(u"Language detection plugin initialization"))
        self.host = host
        host.memory.updateParams(PARAMS)
        host.trigger.add("MessageReceived", self.MessageReceivedTrigger)
        host.trigger.add("sendMessage", self.MessageSendTrigger)

    def addLanguage(self, mess_data):
        message = mess_data["message"]
        if len(message) == 1 and message.keys()[0] == "":
            msg = message.values()[0]
            lang = identifier.classify(msg)[0]
            mess_data["message"] = {lang: msg}
        return mess_data

    def MessageReceivedTrigger(self, client, message_elt, post_treat):
        """ Check if source is linked and repeat message, else do nothing  """

        lang_detect = self.host.memory.getParamA(
            NAME, CATEGORY, profile_key=client.profile
        )
        if lang_detect:
            post_treat.addCallback(self.addLanguage)
        return True

    def MessageSendTrigger(self, client, data, pre_xml_treatments, post_xml_treatments):
        lang_detect = self.host.memory.getParamA(
            NAME, CATEGORY, profile_key=client.profile
        )
        if lang_detect:
            self.addLanguage(data)
        return True