stt.py 4.3 KB

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  1. from common import forms
  2. from common.exception.app_exception import AppApiException
  3. from common.forms import BaseForm, TooltipLabel
  4. from django.utils.translation import gettext_lazy as _, gettext
  5. from models_provider.base_model_provider import BaseModelCredential, ValidCode
  6. from common.utils.logger import maxkb_logger
  7. class TencentSSTModelParams(BaseForm):
  8. EngSerViceType = forms.SingleSelect(
  9. TooltipLabel(_('Engine model type'), _('If not passed, the default value is 16k_zh (Chinese universal)')),
  10. required=True,
  11. default_value='16k_zh',
  12. option_list=[
  13. {"value": "8k_zh", "label": _("Chinese telephone universal")},
  14. {"value": "8k_en", "label": _("English telephone universal")},
  15. {"value": "16k_zh", "label": _("Commonly used in Chinese")},
  16. {"value": "16k_zh-PY", "label": _("Chinese, English, and Guangdong")},
  17. {"value": "16k_zh_medical", "label": _("Chinese medical")},
  18. {"value": "16k_en", "label": _("English")},
  19. {"value": "16k_yue", "label": _("Cantonese")},
  20. {"value": "16k_ja", "label": _("Japanese")},
  21. {"value": "16k_ko", "label": _("Korean")},
  22. {"value": "16k_vi", "label": _("Vietnamese")},
  23. {"value": "16k_ms", "label": _("Malay language")},
  24. {"value": "16k_id", "label": _("Indonesian language")},
  25. {"value": "16k_fil", "label": _("Filipino language")},
  26. {"value": "16k_th", "label": _("Thai")},
  27. {"value": "16k_pt", "label": _("Portuguese")},
  28. {"value": "16k_tr", "label": _("Turkish")},
  29. {"value": "16k_ar", "label": _("Arabic")},
  30. {"value": "16k_es", "label": _("Spanish")},
  31. {"value": "16k_hi", "label": _("Hindi")},
  32. {"value": "16k_fr", "label": _("French")},
  33. {"value": "16k_de", "label": _("German")},
  34. {"value": "16k_zh_dialect", "label": _("Multiple dialects, supporting 23 dialects")}
  35. ],
  36. value_field='value',
  37. text_field='label'
  38. )
  39. class TencentSTTModelCredential(BaseForm, BaseModelCredential):
  40. REQUIRED_FIELDS = ["SecretId", "SecretKey"]
  41. @classmethod
  42. def _validate_model_type(cls, model_type, provider, raise_exception=False):
  43. if not any(mt['value'] == model_type for mt in provider.get_model_type_list()):
  44. if raise_exception:
  45. raise AppApiException(ValidCode.valid_error.value,
  46. gettext('{model_type} Model type is not supported').format(model_type=model_type))
  47. return False
  48. return True
  49. @classmethod
  50. def _validate_credential_fields(cls, model_credential, raise_exception=False):
  51. missing_keys = [key for key in cls.REQUIRED_FIELDS if key not in model_credential]
  52. if missing_keys:
  53. if raise_exception:
  54. raise AppApiException(ValidCode.valid_error.value,
  55. gettext('{keys} is required').format(keys=", ".join(missing_keys)))
  56. return False
  57. return True
  58. def is_valid(self, model_type, model_name, model_credential, model_params, provider, raise_exception=False):
  59. if not (self._validate_model_type(model_type, provider, raise_exception) and
  60. self._validate_credential_fields(model_credential, raise_exception)):
  61. return False
  62. try:
  63. model = provider.get_model(model_type, model_name, model_credential, **model_params)
  64. model.check_auth()
  65. except Exception as e:
  66. maxkb_logger.error(f'Exception: {e}', exc_info=True)
  67. if raise_exception:
  68. raise AppApiException(ValidCode.valid_error.value,
  69. gettext(
  70. 'Verification failed, please check whether the parameters are correct: {error}').format(
  71. error=str(e)))
  72. return False
  73. return True
  74. def encryption_dict(self, model):
  75. return {**model, 'SecretKey': super().encryption(model.get('SecretKey', ''))}
  76. SecretId = forms.PasswordInputField('SecretId', required=True)
  77. SecretKey = forms.PasswordInputField('SecretKey', required=True)
  78. def get_model_params_setting_form(self, model_name):
  79. return TencentSSTModelParams()