feat: update ops trace (#7102)

This commit is contained in:
Joe
2024-08-09 15:22:16 +08:00
committed by GitHub
parent 7201b56a6d
commit 425174e82f
13 changed files with 118 additions and 129 deletions

View File

@@ -15,6 +15,7 @@ from core.ops.entities.trace_entity import (
ModerationTraceInfo,
SuggestedQuestionTraceInfo,
ToolTraceInfo,
TraceTaskName,
WorkflowTraceInfo,
)
from core.ops.langsmith_trace.entities.langsmith_trace_entity import (
@@ -39,9 +40,7 @@ class LangSmithDataTrace(BaseTraceInstance):
self.langsmith_key = langsmith_config.api_key
self.project_name = langsmith_config.project
self.project_id = None
self.langsmith_client = Client(
api_key=langsmith_config.api_key, api_url=langsmith_config.endpoint
)
self.langsmith_client = Client(api_key=langsmith_config.api_key, api_url=langsmith_config.endpoint)
self.file_base_url = os.getenv("FILES_URL", "http://127.0.0.1:5001")
def trace(self, trace_info: BaseTraceInfo):
@@ -64,7 +63,7 @@ class LangSmithDataTrace(BaseTraceInstance):
if trace_info.message_id:
message_run = LangSmithRunModel(
id=trace_info.message_id,
name=f"message_{trace_info.message_id}",
name=TraceTaskName.MESSAGE_TRACE.value,
inputs=trace_info.workflow_run_inputs,
outputs=trace_info.workflow_run_outputs,
run_type=LangSmithRunType.chain,
@@ -73,8 +72,8 @@ class LangSmithDataTrace(BaseTraceInstance):
extra={
"metadata": trace_info.metadata,
},
tags=["message"],
error=trace_info.error
tags=["message", "workflow"],
error=trace_info.error,
)
self.add_run(message_run)
@@ -82,7 +81,7 @@ class LangSmithDataTrace(BaseTraceInstance):
file_list=trace_info.file_list,
total_tokens=trace_info.total_tokens,
id=trace_info.workflow_app_log_id if trace_info.workflow_app_log_id else trace_info.workflow_run_id,
name=f"workflow_{trace_info.workflow_app_log_id}" if trace_info.workflow_app_log_id else f"workflow_{trace_info.workflow_run_id}",
name=TraceTaskName.WORKFLOW_TRACE.value,
inputs=trace_info.workflow_run_inputs,
run_type=LangSmithRunType.tool,
start_time=trace_info.workflow_data.created_at,
@@ -126,22 +125,18 @@ class LangSmithDataTrace(BaseTraceInstance):
node_type = node_execution.node_type
status = node_execution.status
if node_type == "llm":
inputs = json.loads(node_execution.process_data).get(
"prompts", {}
) if node_execution.process_data else {}
inputs = (
json.loads(node_execution.process_data).get("prompts", {}) if node_execution.process_data else {}
)
else:
inputs = json.loads(node_execution.inputs) if node_execution.inputs else {}
outputs = (
json.loads(node_execution.outputs) if node_execution.outputs else {}
)
outputs = json.loads(node_execution.outputs) if node_execution.outputs else {}
created_at = node_execution.created_at if node_execution.created_at else datetime.now()
elapsed_time = node_execution.elapsed_time
finished_at = created_at + timedelta(seconds=elapsed_time)
execution_metadata = (
json.loads(node_execution.execution_metadata)
if node_execution.execution_metadata
else {}
json.loads(node_execution.execution_metadata) if node_execution.execution_metadata else {}
)
node_total_tokens = execution_metadata.get("total_tokens", 0)
@@ -168,7 +163,7 @@ class LangSmithDataTrace(BaseTraceInstance):
langsmith_run = LangSmithRunModel(
total_tokens=node_total_tokens,
name=f"{node_name}_{node_execution_id}",
name=node_type,
inputs=inputs,
run_type=run_type,
start_time=created_at,
@@ -178,7 +173,9 @@ class LangSmithDataTrace(BaseTraceInstance):
extra={
"metadata": metadata,
},
parent_run_id=trace_info.workflow_app_log_id if trace_info.workflow_app_log_id else trace_info.workflow_run_id,
parent_run_id=trace_info.workflow_app_log_id
if trace_info.workflow_app_log_id
else trace_info.workflow_run_id,
tags=["node_execution"],
)
@@ -198,9 +195,9 @@ class LangSmithDataTrace(BaseTraceInstance):
metadata["user_id"] = user_id
if message_data.from_end_user_id:
end_user_data: EndUser = db.session.query(EndUser).filter(
EndUser.id == message_data.from_end_user_id
).first()
end_user_data: EndUser = (
db.session.query(EndUser).filter(EndUser.id == message_data.from_end_user_id).first()
)
if end_user_data is not None:
end_user_id = end_user_data.session_id
metadata["end_user_id"] = end_user_id
@@ -210,7 +207,7 @@ class LangSmithDataTrace(BaseTraceInstance):
output_tokens=trace_info.answer_tokens,
total_tokens=trace_info.total_tokens,
id=message_id,
name=f"message_{message_id}",
name=TraceTaskName.MESSAGE_TRACE.value,
inputs=trace_info.inputs,
run_type=LangSmithRunType.chain,
start_time=trace_info.start_time,
@@ -230,7 +227,7 @@ class LangSmithDataTrace(BaseTraceInstance):
input_tokens=trace_info.message_tokens,
output_tokens=trace_info.answer_tokens,
total_tokens=trace_info.total_tokens,
name=f"llm_{message_id}",
name="llm",
inputs=trace_info.inputs,
run_type=LangSmithRunType.llm,
start_time=trace_info.start_time,
@@ -248,7 +245,7 @@ class LangSmithDataTrace(BaseTraceInstance):
def moderation_trace(self, trace_info: ModerationTraceInfo):
langsmith_run = LangSmithRunModel(
name="moderation",
name=TraceTaskName.MODERATION_TRACE.value,
inputs=trace_info.inputs,
outputs={
"action": trace_info.action,
@@ -271,7 +268,7 @@ class LangSmithDataTrace(BaseTraceInstance):
def suggested_question_trace(self, trace_info: SuggestedQuestionTraceInfo):
message_data = trace_info.message_data
suggested_question_run = LangSmithRunModel(
name="suggested_question",
name=TraceTaskName.SUGGESTED_QUESTION_TRACE.value,
inputs=trace_info.inputs,
outputs=trace_info.suggested_question,
run_type=LangSmithRunType.tool,
@@ -288,7 +285,7 @@ class LangSmithDataTrace(BaseTraceInstance):
def dataset_retrieval_trace(self, trace_info: DatasetRetrievalTraceInfo):
dataset_retrieval_run = LangSmithRunModel(
name="dataset_retrieval",
name=TraceTaskName.DATASET_RETRIEVAL_TRACE.value,
inputs=trace_info.inputs,
outputs={"documents": trace_info.documents},
run_type=LangSmithRunType.retriever,
@@ -323,7 +320,7 @@ class LangSmithDataTrace(BaseTraceInstance):
def generate_name_trace(self, trace_info: GenerateNameTraceInfo):
name_run = LangSmithRunModel(
name="generate_name",
name=TraceTaskName.GENERATE_NAME_TRACE.value,
inputs=trace_info.inputs,
outputs=trace_info.outputs,
run_type=LangSmithRunType.tool,