dify
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217
dify/api/core/entities/provider_entities.py
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217
dify/api/core/entities/provider_entities.py
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from enum import StrEnum, auto
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from typing import Union
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from pydantic import BaseModel, ConfigDict, Field
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from core.entities.parameter_entities import (
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AppSelectorScope,
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CommonParameterType,
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ModelSelectorScope,
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ToolSelectorScope,
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)
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from core.model_runtime.entities.model_entities import ModelType
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from core.tools.entities.common_entities import I18nObject
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class ProviderQuotaType(StrEnum):
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PAID = auto()
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"""hosted paid quota"""
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FREE = auto()
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"""third-party free quota"""
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TRIAL = auto()
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"""hosted trial quota"""
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@staticmethod
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def value_of(value):
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for member in ProviderQuotaType:
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if member.value == value:
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return member
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raise ValueError(f"No matching enum found for value '{value}'")
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class QuotaUnit(StrEnum):
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TIMES = auto()
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TOKENS = auto()
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CREDITS = auto()
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class SystemConfigurationStatus(StrEnum):
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"""
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Enum class for system configuration status.
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"""
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ACTIVE = auto()
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QUOTA_EXCEEDED = "quota-exceeded"
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UNSUPPORTED = auto()
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class RestrictModel(BaseModel):
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model: str
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base_model_name: str | None = None
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model_type: ModelType
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# pydantic configs
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model_config = ConfigDict(protected_namespaces=())
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class QuotaConfiguration(BaseModel):
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"""
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Model class for provider quota configuration.
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"""
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quota_type: ProviderQuotaType
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quota_unit: QuotaUnit
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quota_limit: int
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quota_used: int
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is_valid: bool
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restrict_models: list[RestrictModel] = []
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class CredentialConfiguration(BaseModel):
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"""
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Model class for credential configuration.
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"""
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credential_id: str
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credential_name: str
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class SystemConfiguration(BaseModel):
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"""
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Model class for provider system configuration.
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"""
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enabled: bool
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current_quota_type: ProviderQuotaType | None = None
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quota_configurations: list[QuotaConfiguration] = []
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credentials: dict | None = None
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class CustomProviderConfiguration(BaseModel):
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"""
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Model class for provider custom configuration.
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"""
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credentials: dict
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current_credential_id: str | None = None
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current_credential_name: str | None = None
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available_credentials: list[CredentialConfiguration] = []
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class CustomModelConfiguration(BaseModel):
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"""
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Model class for provider custom model configuration.
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"""
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model: str
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model_type: ModelType
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credentials: dict | None
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current_credential_id: str | None = None
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current_credential_name: str | None = None
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available_model_credentials: list[CredentialConfiguration] = []
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unadded_to_model_list: bool | None = False
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# pydantic configs
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model_config = ConfigDict(protected_namespaces=())
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class UnaddedModelConfiguration(BaseModel):
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"""
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Model class for provider unadded model configuration.
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"""
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model: str
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model_type: ModelType
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class CustomConfiguration(BaseModel):
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"""
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Model class for provider custom configuration.
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"""
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provider: CustomProviderConfiguration | None = None
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models: list[CustomModelConfiguration] = []
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can_added_models: list[UnaddedModelConfiguration] = []
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class ModelLoadBalancingConfiguration(BaseModel):
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"""
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Class for model load balancing configuration.
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"""
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id: str
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name: str
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credentials: dict
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credential_source_type: str | None = None
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credential_id: str | None = None
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class ModelSettings(BaseModel):
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"""
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Model class for model settings.
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"""
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model: str
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model_type: ModelType
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enabled: bool = True
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load_balancing_enabled: bool = False
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load_balancing_configs: list[ModelLoadBalancingConfiguration] = []
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# pydantic configs
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model_config = ConfigDict(protected_namespaces=())
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class BasicProviderConfig(BaseModel):
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"""
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Base model class for common provider settings like credentials
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"""
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class Type(StrEnum):
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SECRET_INPUT = CommonParameterType.SECRET_INPUT
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TEXT_INPUT = CommonParameterType.TEXT_INPUT
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SELECT = CommonParameterType.SELECT
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BOOLEAN = CommonParameterType.BOOLEAN
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APP_SELECTOR = CommonParameterType.APP_SELECTOR
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MODEL_SELECTOR = CommonParameterType.MODEL_SELECTOR
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TOOLS_SELECTOR = CommonParameterType.TOOLS_SELECTOR
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@classmethod
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def value_of(cls, value: str) -> "ProviderConfig.Type":
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"""
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Get value of given mode.
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:param value: mode value
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:return: mode
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"""
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for mode in cls:
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if mode.value == value:
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return mode
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raise ValueError(f"invalid mode value {value}")
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type: Type = Field(..., description="The type of the credentials")
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name: str = Field(..., description="The name of the credentials")
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class ProviderConfig(BasicProviderConfig):
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"""
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Model class for common provider settings like credentials
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"""
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class Option(BaseModel):
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value: str = Field(..., description="The value of the option")
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label: I18nObject = Field(..., description="The label of the option")
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scope: AppSelectorScope | ModelSelectorScope | ToolSelectorScope | None = None
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required: bool = False
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default: Union[int, str, float, bool] | None = None
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options: list[Option] | None = None
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multiple: bool | None = False
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label: I18nObject | None = None
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help: I18nObject | None = None
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url: str | None = None
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placeholder: I18nObject | None = None
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def to_basic_provider_config(self) -> BasicProviderConfig:
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return BasicProviderConfig(type=self.type, name=self.name)
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