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114 lines
3.2 KiB
Python
114 lines
3.2 KiB
Python
# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========
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from langfuse.api.client import AsyncLangfuseAPI
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def _to_dict(obj) -> dict:
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if hasattr(obj, "model_dump"):
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return obj.model_dump(mode="json")
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if hasattr(obj, "dict"):
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return obj.dict()
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return vars(obj)
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async def fetch_traces(
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api: AsyncLangfuseAPI,
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limit: int = 100,
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name: str | None = None,
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user_id: str | None = None,
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session_id: str | None = None,
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order_by: str | None = None,
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) -> list[dict]:
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kwargs: dict = {"limit": limit}
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if name:
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kwargs["name"] = name
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if user_id:
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kwargs["user_id"] = user_id
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if session_id:
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kwargs["session_id"] = session_id
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if order_by:
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kwargs["order_by"] = order_by
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result = await api.trace.list(**kwargs)
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return [_to_dict(t) for t in result.data]
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async def fetch_trace(api: AsyncLangfuseAPI, trace_id: str) -> dict:
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result = await api.trace.get(trace_id)
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return _to_dict(result)
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async def fetch_sessions(
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api: AsyncLangfuseAPI,
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limit: int = 100,
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) -> list[dict]:
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result = await api.sessions.list(limit=limit)
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return [_to_dict(s) for s in result.data]
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async def fetch_session(api: AsyncLangfuseAPI, session_id: str) -> dict:
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result = await api.sessions.get(session_id)
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return _to_dict(result)
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async def fetch_prompts(api: AsyncLangfuseAPI) -> list[dict]:
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result = await api.prompts.list()
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return [_to_dict(p) for p in result.data]
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async def fetch_prompt(
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api: AsyncLangfuseAPI,
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name: str,
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version: int | None = None,
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) -> dict:
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kwargs: dict = {"prompt_name": name}
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if version is not None:
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kwargs["version"] = version
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result = await api.prompts.get(**kwargs)
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return _to_dict(result)
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async def fetch_datasets(api: AsyncLangfuseAPI) -> list[dict]:
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result = await api.datasets.list()
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return [_to_dict(d) for d in result.data]
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async def fetch_dataset(api: AsyncLangfuseAPI, name: str) -> dict:
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result = await api.datasets.get(dataset_name=name)
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return _to_dict(result)
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async def fetch_dataset_items(
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api: AsyncLangfuseAPI,
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dataset_name: str,
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limit: int = 100,
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) -> list[dict]:
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result = await api.dataset_items.list(
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dataset_name=dataset_name,
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limit=limit,
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)
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return [_to_dict(item) for item in result.data]
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async def fetch_dataset_runs(
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api: AsyncLangfuseAPI,
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dataset_name: str,
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limit: int = 100,
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) -> list[dict]:
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result = await api.datasets.get_runs(
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dataset_name=dataset_name,
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limit=limit,
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)
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return [_to_dict(r) for r in result.data]
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