# Copyright 2017 Mycroft AI Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # from subprocess import call from threading import Event from time import time as get_time, sleep from os.path import expanduser, isfile from pkg_resources import get_distribution from mycroft.configuration import Configuration from mycroft.messagebus.message import Message from mycroft.skills.core import FallbackSkill from mycroft.util.log import LOG class PadatiousService(FallbackSkill): instance = None def __init__(self, bus, service): FallbackSkill.__init__(self) if not PadatiousService.instance: PadatiousService.instance = self self.padatious_config = Configuration.get()['padatious'] self.service = service intent_cache = expanduser(self.padatious_config['intent_cache']) try: from padatious import IntentContainer except ImportError: LOG.error('Padatious not installed. Please re-run dev_setup.sh') try: call(['notify-send', 'Padatious not installed', 'Please run build_host_setup and dev_setup again']) except OSError: pass return self.container = IntentContainer(intent_cache) self._bus = bus self.bus.on('padatious:register_intent', self.register_intent) self.bus.on('padatious:register_entity', self.register_entity) self.bus.on('detach_intent', self.handle_detach_intent) self.bus.on('detach_skill', self.handle_detach_skill) self.bus.on('mycroft.skills.initialized', self.train) self.register_fallback(self.handle_fallback, 5) self.finished_training_event = Event() self.finished_initial_train = False self.train_delay = self.padatious_config['train_delay'] self.train_time = get_time() + self.train_delay self.registered_intents = [] def train(self, message=None): if message is None: single_thread = False else: single_thread = message.data.get('single_thread', False) self.finished_training_event.clear() LOG.info('Training... (single_thread={})'.format(single_thread)) self.container.train(single_thread=single_thread) LOG.info('Training complete.') self.finished_training_event.set() if not self.finished_initial_train: LOG.info("Mycroft is all loaded and ready to roll!") self.bus.emit(Message('mycroft.ready')) self.finished_initial_train = True def wait_and_train(self): if not self.finished_initial_train: return sleep(self.train_delay) if self.train_time < 0.0: return if self.train_time <= get_time() + 0.01: self.train_time = -1.0 self.train() def __detach_intent(self, intent_name): self.registered_intents.remove(intent_name) self.container.remove_intent(intent_name) def handle_detach_intent(self, message): self.__detach_intent(message.data.get('intent_name')) def handle_detach_skill(self, message): skill_id = message.data['skill_id'] remove_list = [i for i in self.registered_intents if skill_id in i] for i in remove_list: self.__detach_intent(i) def _register_object(self, message, object_name, register_func): file_name = message.data['file_name'] name = message.data['name'] LOG.debug('Registering Padatious ' + object_name + ': ' + name) if not isfile(file_name): LOG.warning('Could not find file ' + file_name) return register_func(name, file_name) self.train_time = get_time() + self.train_delay self.wait_and_train() def register_intent(self, message): self.registered_intents.append(message.data['name']) self._register_object(message, 'intent', self.container.load_intent) def register_entity(self, message): self._register_object(message, 'entity', self.container.load_entity) def handle_fallback(self, message): if not self.finished_training_event.is_set(): LOG.debug('Waiting for Padatious training to finish...') return False utt = message.data.get('utterance') LOG.debug("Padatious fallback attempt: " + utt) data = self.calc_intent(utt) if data.conf < 0.5: return False data.matches['utterance'] = utt self.service.add_active_skill(data.name.split(':')[0]) self.bus.emit(message.reply(data.name, data=data.matches)) return True def calc_intent(self, utt): return self.container.calc_intent(utt)