109 lines
3.7 KiB
Python
109 lines
3.7 KiB
Python
# This file is part of Gajim.
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#
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# Gajim 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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# Gajim 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 Gajim. If not, see <http://www.gnu.org/licenses/>.
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import logging
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import typing
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from gajim.common.app import Any
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from gajim.plugins.plugins_i18n import _
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from .models import openai_whisper
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from .stt_voice_messages import STTVoiceMessagesPlugin
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log = logging.getLogger('gajim.p.stt_voice_messages_config')
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SUPPORTED_MODELS: dict[str, dict[str, typing.Union[list[str], Any, str]]] = {
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'model_openaiwhisper': {
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'moduls': ['whisper'],
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'class': openai_whisper.WhisperModel,
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'name': 'OpenAI Whisper'
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},
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'model_ctranslate2': {
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'moduls': ['ctranslate2'],
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'class': None,
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'name': _('CTranslate2')
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},
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'model_faster-whisper': {
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'moduls': ['faster-whisper'],
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'class': None,
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'name:': _('Faster-Whisper')
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},
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'model_distill': {
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'moduls': ['transformers', 'accelerate', 'datasets[audio]'],
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'class': None,
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'name': _('Distill')
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}
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}
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class Configuration:
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def __init__(self, plugin: STTVoiceMessagesPlugin):
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self.plugin = plugin
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self._available_models: dict[
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str, dict[str, typing.Union[list[str], Any, str]]] = {}
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self.check_available_moduls()
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@property
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def available_models(self) -> dict[str, dict[str, typing.Union[list[str], Any, str]]]:
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return self._available_models
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def on_setting(self, value: Any, data: Any) -> None:
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if isinstance(value, str):
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value.strip()
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log.debug('plugin config before:\n %s', self.plugin.config.data)
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self.plugin.config[data] = value
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log.debug('plugin config after:\n %s', self.plugin.config.data)
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def on_set_model(self, value: Any, data: Any) -> None:
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if isinstance(value, str):
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value.strip()
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log.debug('plugin config before:\n %s', self.plugin.config.data)
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self.plugin.config['model_class'] = self._available_models[value][
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'class']
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self.on_setting(value, data)
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log.debug('plugin config after:\n %s', self.plugin.config.data)
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@staticmethod
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def is_module_available(module: str) -> bool:
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try:
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__import__(module)
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return True
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except ModuleNotFoundError:
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log.debug('Could not find module %s', module)
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return False
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except ImportError as ex:
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log.debug(str(ex))
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return False
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def check_available_moduls(self):
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for model in SUPPORTED_MODELS:
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available = True
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for modul in SUPPORTED_MODELS[model]['moduls']:
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if not self.is_module_available(modul):
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available = False
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continue
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if available:
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self._available_models[model] = SUPPORTED_MODELS[model]
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if (self.plugin.config.data['model_class'] is None
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and len(self._available_models) > 0):
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model = list(self._available_models)[0]
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self.on_set_model(model, 'model')
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log.debug('Choose first available model!')
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else:
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log.debug('Available model already chosen!')
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log.debug('models = %s', self._available_models)
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