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513 lines (373 loc) · 15.5 KB
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from collections.abc import Mapping, Sequence
from enum import StrEnum
from typing import Any
from pydantic import BaseModel, ConfigDict, Field, field_validator
from dify_plugin.entities.datasource import (
GetOnlineDocumentPageContentRequest,
OnlineDriveBrowseFilesRequest,
OnlineDriveDownloadFileRequest,
)
from dify_plugin.entities.model import EmbeddingInputType, ModelType
from dify_plugin.entities.model.message import (
AssistantPromptMessage,
PromptMessage,
PromptMessageRole,
PromptMessageTool,
SystemPromptMessage,
ToolPromptMessage,
UserPromptMessage,
)
from dify_plugin.entities.model.text_embedding import MultiModalContent
from dify_plugin.entities.provider_config import CredentialType
from dify_plugin.entities.trigger import Subscription
class PluginInvokeType(StrEnum):
Tool = "tool"
Model = "model"
Endpoint = "endpoint"
Agent = "agent_strategy"
Trigger = "trigger"
OAuth = "oauth"
Datasource = "datasource"
DynamicParameter = "dynamic_parameter"
class AgentActions(StrEnum):
InvokeAgentStrategy = "invoke_agent_strategy"
class TriggerActions(StrEnum):
InvokeTriggerEvent = "invoke_trigger_event"
ValidateProviderCredentials = "validate_trigger_credentials"
DispatchTriggerEvent = "dispatch_trigger_event"
SubscribeTrigger = "subscribe_trigger"
UnsubscribeTrigger = "unsubscribe_trigger"
RefreshTrigger = "refresh_trigger"
class ToolActions(StrEnum):
ValidateCredentials = "validate_tool_credentials"
InvokeTool = "invoke_tool"
GetToolRuntimeParameters = "get_tool_runtime_parameters"
class ModelActions(StrEnum):
ValidateProviderCredentials = "validate_provider_credentials"
ValidateModelCredentials = "validate_model_credentials"
InvokeLLM = "invoke_llm"
GetLLMNumTokens = "get_llm_num_tokens"
InvokeTextEmbedding = "invoke_text_embedding"
InvokeMultimodalEmbedding = "invoke_multimodal_embedding"
GetTextEmbeddingNumTokens = "get_text_embedding_num_tokens"
InvokeRerank = "invoke_rerank"
InvokeMultimodalRerank = "invoke_multimodal_rerank"
InvokeTTS = "invoke_tts"
GetTTSVoices = "get_tts_model_voices"
InvokeSpeech2Text = "invoke_speech2text"
InvokeModeration = "invoke_moderation"
GetAIModelSchemas = "get_ai_model_schemas"
class EndpointActions(StrEnum):
InvokeEndpoint = "invoke_endpoint"
class OAuthActions(StrEnum):
GetAuthorizationUrl = "get_authorization_url"
GetCredentials = "get_credentials"
RefreshCredentials = "refresh_credentials"
class DatasourceActions(StrEnum):
ValidateCredentials = "validate_datasource_credentials"
InvokeWebsiteDatasourceGetCrawl = "invoke_website_datasource_get_crawl"
InvokeOnlineDocumentDatasourceGetPages = "invoke_online_document_datasource_get_pages"
InvokeOnlineDocumentDatasourceGetPageContent = "invoke_online_document_datasource_get_page_content"
InvokeOnlineDriveBrowseFiles = "invoke_online_drive_browse_files"
InvokeOnlineDriveDownloadFile = "invoke_online_drive_download_file"
class DynamicParameterActions(StrEnum):
FetchParameterOptions = "fetch_parameter_options"
# merge all the access actions
PluginAccessAction = (
AgentActions
| TriggerActions
| ToolActions
| ModelActions
| EndpointActions
| DynamicParameterActions
| DatasourceActions
)
class PluginAccessRequest(BaseModel):
type: PluginInvokeType
user_id: str
class ToolInvokeRequest(PluginAccessRequest):
type: PluginInvokeType = PluginInvokeType.Tool
action: ToolActions = ToolActions.InvokeTool
provider: str
tool: str
credentials: dict
credential_type: CredentialType = CredentialType.API_KEY
tool_parameters: dict[str, Any]
class AgentInvokeRequest(PluginAccessRequest):
type: PluginInvokeType = PluginInvokeType.Agent
action: AgentActions = AgentActions.InvokeAgentStrategy
agent_strategy_provider: str
agent_strategy: str
agent_strategy_params: dict[str, Any]
class ToolValidateCredentialsRequest(PluginAccessRequest):
type: PluginInvokeType = PluginInvokeType.Tool
action: ToolActions = ToolActions.ValidateCredentials
provider: str
credentials: dict
class ToolGetRuntimeParametersRequest(PluginAccessRequest):
type: PluginInvokeType = PluginInvokeType.Tool
action: ToolActions = ToolActions.GetToolRuntimeParameters
provider: str
tool: str
credentials: dict
class PluginAccessModelRequest(BaseModel):
type: PluginInvokeType = PluginInvokeType.Model
user_id: str
provider: str
model_type: ModelType
model: str
credentials: dict
model_config = ConfigDict(protected_namespaces=())
class PromptMessageMixin(BaseModel):
prompt_messages: list[PromptMessage]
@field_validator("prompt_messages", mode="before")
@classmethod
def convert_prompt_messages(cls, v):
if not isinstance(v, list):
raise ValueError("prompt_messages must be a list")
for i in range(len(v)):
if isinstance(v[i], PromptMessage):
continue
if v[i]["role"] == PromptMessageRole.USER.value:
v[i] = UserPromptMessage(**v[i])
elif v[i]["role"] == PromptMessageRole.ASSISTANT.value:
v[i] = AssistantPromptMessage(**v[i])
elif v[i]["role"] == PromptMessageRole.SYSTEM.value:
v[i] = SystemPromptMessage(**v[i])
elif v[i]["role"] == PromptMessageRole.TOOL.value:
v[i] = ToolPromptMessage(**v[i])
else:
v[i] = PromptMessage(**v[i])
return v
class ModelInvokeLLMRequest(PluginAccessModelRequest, PromptMessageMixin):
action: ModelActions = ModelActions.InvokeLLM
model_parameters: dict[str, Any]
stop: list[str] | None
tools: list[PromptMessageTool] | None
stream: bool = True
model_config = ConfigDict(protected_namespaces=())
class ModelGetLLMNumTokens(PluginAccessModelRequest, PromptMessageMixin):
action: ModelActions = ModelActions.GetLLMNumTokens
tools: list[PromptMessageTool] | None
class ModelInvokeTextEmbeddingRequest(PluginAccessModelRequest):
action: ModelActions = ModelActions.InvokeTextEmbedding
texts: list[str]
input_type: EmbeddingInputType = EmbeddingInputType.DOCUMENT
class ModelInvokeMultimodalEmbeddingRequest(PluginAccessModelRequest):
action: ModelActions = ModelActions.InvokeMultimodalEmbedding
model_type: ModelType = ModelType.TEXT_EMBEDDING
documents: list[MultiModalContent]
input_type: EmbeddingInputType = EmbeddingInputType.DOCUMENT
class ModelGetTextEmbeddingNumTokens(PluginAccessModelRequest):
action: ModelActions = ModelActions.GetTextEmbeddingNumTokens
texts: list[str]
class ModelInvokeRerankRequest(PluginAccessModelRequest):
action: ModelActions = ModelActions.InvokeRerank
query: str
docs: list[str]
score_threshold: float | None
top_n: int | None
class ModelInvokeMultimodalRerankRequest(PluginAccessModelRequest):
action: ModelActions = ModelActions.InvokeMultimodalRerank
model_type: ModelType = ModelType.RERANK
query: MultiModalContent
docs: Sequence[MultiModalContent]
score_threshold: float | None
top_n: int | None
class ModelInvokeTTSRequest(PluginAccessModelRequest):
action: ModelActions = ModelActions.InvokeTTS
content_text: str
voice: str
tenant_id: str
class ModelGetTTSVoices(PluginAccessModelRequest):
action: ModelActions = ModelActions.GetTTSVoices
language: str | None
class ModelInvokeSpeech2TextRequest(PluginAccessModelRequest):
action: ModelActions = ModelActions.InvokeSpeech2Text
file: str
class ModelInvokeModerationRequest(PluginAccessModelRequest):
action: ModelActions = ModelActions.InvokeModeration
text: str
class ModelValidateProviderCredentialsRequest(BaseModel):
type: PluginInvokeType = PluginInvokeType.Model
user_id: str
provider: str
credentials: dict
action: ModelActions = ModelActions.ValidateProviderCredentials
model_config = ConfigDict(protected_namespaces=())
class ModelValidateModelCredentialsRequest(BaseModel):
type: PluginInvokeType = PluginInvokeType.Model
user_id: str
provider: str
model_type: ModelType
model: str
credentials: dict
action: ModelActions = ModelActions.ValidateModelCredentials
model_config = ConfigDict(protected_namespaces=())
class ModelGetAIModelSchemas(PluginAccessModelRequest):
action: ModelActions = ModelActions.GetAIModelSchemas
class EndpointInvokeRequest(BaseModel):
type: PluginInvokeType = PluginInvokeType.Endpoint
action: EndpointActions = EndpointActions.InvokeEndpoint
settings: dict
raw_http_request: str
class OAuthGetAuthorizationUrlRequest(PluginAccessRequest):
type: PluginInvokeType = PluginInvokeType.OAuth
action: OAuthActions = OAuthActions.GetAuthorizationUrl
provider: str
redirect_uri: str
system_credentials: Mapping[str, Any]
class OAuthGetCredentialsRequest(PluginAccessRequest):
type: PluginInvokeType = PluginInvokeType.OAuth
action: OAuthActions = OAuthActions.GetCredentials
provider: str
redirect_uri: str
system_credentials: Mapping[str, Any]
raw_http_request: str
class OAuthRefreshCredentialsRequest(PluginAccessRequest):
type: PluginInvokeType = PluginInvokeType.OAuth
action: OAuthActions = OAuthActions.RefreshCredentials
provider: str
redirect_uri: str
system_credentials: Mapping[str, Any]
credentials: Mapping[str, Any]
class DynamicParameterFetchParameterOptionsRequest(BaseModel):
type: PluginInvokeType = PluginInvokeType.DynamicParameter
action: DynamicParameterActions = DynamicParameterActions.FetchParameterOptions
credentials: dict[str, Any]
credential_type: CredentialType = CredentialType.UNAUTHORIZED
provider: str
provider_action: str
user_id: str
parameter: str
model_config = ConfigDict(protected_namespaces=())
class DatasourceValidateCredentialsRequest(PluginAccessRequest):
type: PluginInvokeType = PluginInvokeType.Datasource
action: DatasourceActions = DatasourceActions.ValidateCredentials
provider: str
credentials: Mapping[str, Any]
class DatasourceCrawlWebsiteRequest(PluginAccessRequest):
type: PluginInvokeType = PluginInvokeType.Datasource
action: DatasourceActions = DatasourceActions.InvokeWebsiteDatasourceGetCrawl
provider: str
datasource: str
credentials: Mapping[str, Any]
datasource_parameters: Mapping[str, Any]
class DatasourceGetPagesRequest(PluginAccessRequest):
type: PluginInvokeType = PluginInvokeType.Datasource
action: DatasourceActions = DatasourceActions.InvokeOnlineDocumentDatasourceGetPages
provider: str
datasource: str
credentials: Mapping[str, Any]
datasource_parameters: Mapping[str, Any]
class DatasourceGetPageContentRequest(PluginAccessRequest):
type: PluginInvokeType = PluginInvokeType.Datasource
action: DatasourceActions = DatasourceActions.InvokeOnlineDocumentDatasourceGetPageContent
provider: str
datasource: str
credentials: Mapping[str, Any]
page: GetOnlineDocumentPageContentRequest
class DatasourceOnlineDriveBrowseFilesRequest(PluginAccessRequest):
type: PluginInvokeType = PluginInvokeType.Datasource
action: DatasourceActions = DatasourceActions.InvokeOnlineDriveBrowseFiles
provider: str
datasource: str
credentials: Mapping[str, Any]
request: OnlineDriveBrowseFilesRequest
class DatasourceOnlineDriveDownloadFileRequest(PluginAccessRequest):
type: PluginInvokeType = PluginInvokeType.Datasource
action: DatasourceActions = DatasourceActions.InvokeOnlineDriveDownloadFile
provider: str
datasource: str
credentials: Mapping[str, Any]
request: OnlineDriveDownloadFileRequest
class TriggerInvokeEventRequest(BaseModel):
type: PluginInvokeType = PluginInvokeType.Trigger
action: TriggerActions = TriggerActions.InvokeTriggerEvent
provider: str
event: str
credentials: Mapping[str, Any]
credential_type: CredentialType = CredentialType.API_KEY
subscription: Subscription
user_id: str
raw_http_request: str
parameters: Mapping[str, Any]
payload: Mapping[str, Any] = Field(
default_factory=dict,
description="The decoded payload from the webhook request, which will be delivered into `_on_event` method.",
)
model_config = ConfigDict(protected_namespaces=())
class TriggerInvokeEventResponse(BaseModel):
variables: Mapping[str, Any] = Field(
description="The output variables of the event, same with the schema defined in `output_schema` in the YAML",
)
cancelled: bool = Field(
default=False,
description="Whether the event is cancelled.",
)
model_config = ConfigDict(protected_namespaces=())
class TriggerValidateProviderCredentialsRequest(BaseModel):
type: PluginInvokeType = PluginInvokeType.Trigger
action: TriggerActions = TriggerActions.ValidateProviderCredentials
provider: str
credentials: Mapping[str, Any]
user_id: str
model_config = ConfigDict(protected_namespaces=())
class TriggerDispatchEventRequest(BaseModel):
type: PluginInvokeType = PluginInvokeType.Trigger
action: TriggerActions = TriggerActions.DispatchTriggerEvent
provider: str
subscription: Subscription
credentials: Mapping[str, Any] | None
credential_type: CredentialType | None
raw_http_request: str
user_id: str
model_config = ConfigDict(protected_namespaces=())
class TriggerDispatchResponse(BaseModel):
user_id: str = Field(description="The user who triggered the event (e.g. google user ID)")
events: list[str] = Field(description="List of Event names that should be invoked.")
response: str = Field(
description="The HTTP Response object returned to third-party calls. For example, webhook calls, etc."
)
payload: Mapping[str, Any] = Field(
default_factory=dict,
description="Decoded payload from the webhook request, which will be delivered into `_on_event` method.",
)
model_config = ConfigDict(protected_namespaces=())
class TriggerSubscribeRequest(BaseModel):
type: PluginInvokeType = PluginInvokeType.Trigger
action: TriggerActions = TriggerActions.SubscribeTrigger
provider: str
credentials: Mapping[str, Any]
credential_type: CredentialType
endpoint: str
parameters: Mapping[str, Any]
user_id: str
model_config = ConfigDict(protected_namespaces=())
class TriggerSubscriptionResponse(BaseModel):
subscription: Mapping[str, Any]
model_config = ConfigDict(protected_namespaces=())
class TriggerUnsubscribeRequest(BaseModel):
type: PluginInvokeType = PluginInvokeType.Trigger
action: TriggerActions = TriggerActions.UnsubscribeTrigger
provider: str
subscription: Subscription
credential_type: CredentialType
credentials: Mapping[str, Any] # From credentials_schema
user_id: str
model_config = ConfigDict(protected_namespaces=())
class TriggerUnsubscribeResponse(BaseModel):
subscription: Mapping[str, Any]
model_config = ConfigDict(protected_namespaces=())
class TriggerRefreshRequest(BaseModel):
type: PluginInvokeType = PluginInvokeType.Trigger
action: TriggerActions = TriggerActions.RefreshTrigger
provider: str
subscription: Subscription
credential_type: CredentialType
credentials: Mapping[str, Any] # From credentials_schema
user_id: str
model_config = ConfigDict(protected_namespaces=())
class TriggerRefreshResponse(BaseModel):
subscription: Mapping[str, Any]
model_config = ConfigDict(protected_namespaces=())