stt.py 3.0 KB

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  1. # coding=utf-8
  2. from typing import Dict
  3. from django.utils.translation import gettext as _
  4. from common import forms
  5. from common.exception.app_exception import AppApiException
  6. from common.forms import BaseForm, TooltipLabel
  7. from models_provider.base_model_provider import BaseModelCredential, ValidCode
  8. from common.utils.logger import maxkb_logger
  9. class XunFeiSTTModelParams(BaseForm):
  10. language = forms.TextInputField(
  11. TooltipLabel(_('language'), _('If not passed, the default value is zh_cn')),
  12. required=True,
  13. default_value='zh_cn'
  14. )
  15. domain = forms.TextInputField(
  16. TooltipLabel(_('domain'), _('If not passed, the default value is iat')),
  17. required=True,
  18. default_value='iat'
  19. )
  20. accent = forms.TextInputField(
  21. TooltipLabel(_('accent'), _('If not passed, the default value is mandarin')),
  22. required=True,
  23. default_value='mandarin'
  24. )
  25. class XunFeiSTTModelCredential(BaseForm, BaseModelCredential):
  26. spark_api_url = forms.TextInputField('API URL', required=True, default_value='wss://iat-api.xfyun.cn/v2/iat')
  27. spark_app_id = forms.TextInputField('APP ID', required=True)
  28. spark_api_key = forms.PasswordInputField("API Key", required=True)
  29. spark_api_secret = forms.PasswordInputField('API Secret', required=True)
  30. def is_valid(self, model_type: str, model_name, model_credential: Dict[str, object], model_params, provider,
  31. raise_exception=False):
  32. model_type_list = provider.get_model_type_list()
  33. if not any(list(filter(lambda mt: mt.get('value') == model_type, model_type_list))):
  34. raise AppApiException(ValidCode.valid_error.value,
  35. _('{model_type} Model type is not supported').format(model_type=model_type))
  36. for key in ['spark_api_url', 'spark_app_id', 'spark_api_key', 'spark_api_secret']:
  37. if key not in model_credential:
  38. if raise_exception:
  39. raise AppApiException(ValidCode.valid_error.value, _('{key} is required').format(key=key))
  40. else:
  41. return False
  42. try:
  43. model = provider.get_model(model_type, model_name, model_credential, **model_params)
  44. model.check_auth()
  45. except Exception as e:
  46. maxkb_logger.error(f'Exception: {e}', exc_info=True)
  47. if isinstance(e, AppApiException):
  48. raise e
  49. if raise_exception:
  50. raise AppApiException(ValidCode.valid_error.value,
  51. _('Verification failed, please check whether the parameters are correct: {error}').format(
  52. error=str(e)))
  53. else:
  54. return False
  55. return True
  56. def encryption_dict(self, model: Dict[str, object]):
  57. return {**model, 'spark_api_secret': super().encryption(model.get('spark_api_secret', ''))}
  58. def get_model_params_setting_form(self, model_name):
  59. return XunFeiSTTModelParams()