mirror of
https://github.com/langgenius/dify.git
synced 2024-11-16 11:42:29 +08:00
121 lines
3.3 KiB
Python
121 lines
3.3 KiB
Python
from datetime import datetime
|
|
from enum import Enum
|
|
from typing import Any, Optional, Union
|
|
|
|
from pydantic import BaseModel, ConfigDict, field_validator
|
|
|
|
|
|
class BaseTraceInfo(BaseModel):
|
|
message_id: Optional[str] = None
|
|
message_data: Optional[Any] = None
|
|
inputs: Optional[Union[str, dict[str, Any], list]] = None
|
|
outputs: Optional[Union[str, dict[str, Any], list]] = None
|
|
start_time: Optional[datetime] = None
|
|
end_time: Optional[datetime] = None
|
|
metadata: dict[str, Any]
|
|
|
|
@field_validator("inputs", "outputs")
|
|
def ensure_type(cls, v):
|
|
if v is None:
|
|
return None
|
|
if isinstance(v, str | dict | list):
|
|
return v
|
|
else:
|
|
return ""
|
|
|
|
class WorkflowTraceInfo(BaseTraceInfo):
|
|
workflow_data: Any
|
|
conversation_id: Optional[str] = None
|
|
workflow_app_log_id: Optional[str] = None
|
|
workflow_id: str
|
|
tenant_id: str
|
|
workflow_run_id: str
|
|
workflow_run_elapsed_time: Union[int, float]
|
|
workflow_run_status: str
|
|
workflow_run_inputs: dict[str, Any]
|
|
workflow_run_outputs: dict[str, Any]
|
|
workflow_run_version: str
|
|
error: Optional[str] = None
|
|
total_tokens: int
|
|
file_list: list[str]
|
|
query: str
|
|
metadata: dict[str, Any]
|
|
|
|
|
|
class MessageTraceInfo(BaseTraceInfo):
|
|
conversation_model: str
|
|
message_tokens: int
|
|
answer_tokens: int
|
|
total_tokens: int
|
|
error: Optional[str] = None
|
|
file_list: Optional[Union[str, dict[str, Any], list]] = None
|
|
message_file_data: Optional[Any] = None
|
|
conversation_mode: str
|
|
|
|
|
|
class ModerationTraceInfo(BaseTraceInfo):
|
|
flagged: bool
|
|
action: str
|
|
preset_response: str
|
|
query: str
|
|
|
|
|
|
class SuggestedQuestionTraceInfo(BaseTraceInfo):
|
|
total_tokens: int
|
|
status: Optional[str] = None
|
|
error: Optional[str] = None
|
|
from_account_id: Optional[str] = None
|
|
agent_based: Optional[bool] = None
|
|
from_source: Optional[str] = None
|
|
model_provider: Optional[str] = None
|
|
model_id: Optional[str] = None
|
|
suggested_question: list[str]
|
|
level: str
|
|
status_message: Optional[str] = None
|
|
workflow_run_id: Optional[str] = None
|
|
|
|
model_config = ConfigDict(protected_namespaces=())
|
|
|
|
|
|
class DatasetRetrievalTraceInfo(BaseTraceInfo):
|
|
documents: Any
|
|
|
|
|
|
class ToolTraceInfo(BaseTraceInfo):
|
|
tool_name: str
|
|
tool_inputs: dict[str, Any]
|
|
tool_outputs: str
|
|
metadata: dict[str, Any]
|
|
message_file_data: Any
|
|
error: Optional[str] = None
|
|
tool_config: dict[str, Any]
|
|
time_cost: Union[int, float]
|
|
tool_parameters: dict[str, Any]
|
|
file_url: Union[str, None, list]
|
|
|
|
|
|
class GenerateNameTraceInfo(BaseTraceInfo):
|
|
conversation_id: Optional[str] = None
|
|
tenant_id: str
|
|
|
|
trace_info_info_map = {
|
|
'WorkflowTraceInfo': WorkflowTraceInfo,
|
|
'MessageTraceInfo': MessageTraceInfo,
|
|
'ModerationTraceInfo': ModerationTraceInfo,
|
|
'SuggestedQuestionTraceInfo': SuggestedQuestionTraceInfo,
|
|
'DatasetRetrievalTraceInfo': DatasetRetrievalTraceInfo,
|
|
'ToolTraceInfo': ToolTraceInfo,
|
|
'GenerateNameTraceInfo': GenerateNameTraceInfo,
|
|
}
|
|
|
|
|
|
class TraceTaskName(str, Enum):
|
|
CONVERSATION_TRACE = 'conversation'
|
|
WORKFLOW_TRACE = 'workflow'
|
|
MESSAGE_TRACE = 'message'
|
|
MODERATION_TRACE = 'moderation'
|
|
SUGGESTED_QUESTION_TRACE = 'suggested_question'
|
|
DATASET_RETRIEVAL_TRACE = 'dataset_retrieval'
|
|
TOOL_TRACE = 'tool'
|
|
GENERATE_NAME_TRACE = 'generate_conversation_name'
|