dify
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180
dify/api/services/entities/model_provider_entities.py
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180
dify/api/services/entities/model_provider_entities.py
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from collections.abc import Sequence
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from enum import StrEnum
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from pydantic import BaseModel, ConfigDict, model_validator
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from configs import dify_config
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from core.entities.model_entities import (
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ModelWithProviderEntity,
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ProviderModelWithStatusEntity,
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)
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from core.entities.provider_entities import (
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CredentialConfiguration,
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CustomModelConfiguration,
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ProviderQuotaType,
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QuotaConfiguration,
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UnaddedModelConfiguration,
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)
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from core.model_runtime.entities.common_entities import I18nObject
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from core.model_runtime.entities.model_entities import ModelType
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from core.model_runtime.entities.provider_entities import (
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ConfigurateMethod,
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ModelCredentialSchema,
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ProviderCredentialSchema,
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ProviderHelpEntity,
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SimpleProviderEntity,
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)
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from models.provider import ProviderType
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class CustomConfigurationStatus(StrEnum):
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"""
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Enum class for custom configuration status.
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"""
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ACTIVE = "active"
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NO_CONFIGURE = "no-configure"
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class CustomConfigurationResponse(BaseModel):
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"""
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Model class for provider custom configuration response.
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"""
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status: CustomConfigurationStatus
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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] | None = None
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custom_models: list[CustomModelConfiguration] | None = None
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can_added_models: list[UnaddedModelConfiguration] | None = None
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class SystemConfigurationResponse(BaseModel):
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"""
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Model class for provider system configuration response.
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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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class ProviderResponse(BaseModel):
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"""
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Model class for provider response.
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"""
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tenant_id: str
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provider: str
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label: I18nObject
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description: I18nObject | None = None
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icon_small: I18nObject | None = None
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icon_large: I18nObject | None = None
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background: str | None = None
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help: ProviderHelpEntity | None = None
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supported_model_types: Sequence[ModelType]
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configurate_methods: list[ConfigurateMethod]
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provider_credential_schema: ProviderCredentialSchema | None = None
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model_credential_schema: ModelCredentialSchema | None = None
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preferred_provider_type: ProviderType
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custom_configuration: CustomConfigurationResponse
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system_configuration: SystemConfigurationResponse
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# pydantic configs
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model_config = ConfigDict(protected_namespaces=())
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@model_validator(mode="after")
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def _(self):
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url_prefix = (
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dify_config.CONSOLE_API_URL + f"/console/api/workspaces/{self.tenant_id}/model-providers/{self.provider}"
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)
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if self.icon_small is not None:
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self.icon_small = I18nObject(
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en_US=f"{url_prefix}/icon_small/en_US", zh_Hans=f"{url_prefix}/icon_small/zh_Hans"
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)
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if self.icon_large is not None:
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self.icon_large = I18nObject(
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en_US=f"{url_prefix}/icon_large/en_US", zh_Hans=f"{url_prefix}/icon_large/zh_Hans"
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)
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return self
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class ProviderWithModelsResponse(BaseModel):
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"""
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Model class for provider with models response.
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"""
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tenant_id: str
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provider: str
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label: I18nObject
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icon_small: I18nObject | None = None
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icon_large: I18nObject | None = None
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status: CustomConfigurationStatus
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models: list[ProviderModelWithStatusEntity]
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@model_validator(mode="after")
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def _(self):
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url_prefix = (
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dify_config.CONSOLE_API_URL + f"/console/api/workspaces/{self.tenant_id}/model-providers/{self.provider}"
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)
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if self.icon_small is not None:
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self.icon_small = I18nObject(
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en_US=f"{url_prefix}/icon_small/en_US", zh_Hans=f"{url_prefix}/icon_small/zh_Hans"
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)
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if self.icon_large is not None:
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self.icon_large = I18nObject(
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en_US=f"{url_prefix}/icon_large/en_US", zh_Hans=f"{url_prefix}/icon_large/zh_Hans"
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)
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return self
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class SimpleProviderEntityResponse(SimpleProviderEntity):
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"""
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Simple provider entity response.
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"""
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tenant_id: str
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@model_validator(mode="after")
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def _(self):
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url_prefix = (
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dify_config.CONSOLE_API_URL + f"/console/api/workspaces/{self.tenant_id}/model-providers/{self.provider}"
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)
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if self.icon_small is not None:
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self.icon_small = I18nObject(
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en_US=f"{url_prefix}/icon_small/en_US", zh_Hans=f"{url_prefix}/icon_small/zh_Hans"
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)
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if self.icon_large is not None:
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self.icon_large = I18nObject(
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en_US=f"{url_prefix}/icon_large/en_US", zh_Hans=f"{url_prefix}/icon_large/zh_Hans"
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)
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return self
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class DefaultModelResponse(BaseModel):
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"""
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Default model entity.
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"""
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model: str
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model_type: ModelType
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provider: SimpleProviderEntityResponse
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# pydantic configs
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model_config = ConfigDict(protected_namespaces=())
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class ModelWithProviderEntityResponse(ProviderModelWithStatusEntity):
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"""
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Model with provider entity.
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"""
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provider: SimpleProviderEntityResponse
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def __init__(self, tenant_id: str, model: ModelWithProviderEntity):
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dump_model = model.model_dump()
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dump_model["provider"]["tenant_id"] = tenant_id
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super().__init__(**dump_model)
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