forked from phoenix/litellm-mirror
test guardrails with API Key
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parent
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commit
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2 changed files with 106 additions and 7 deletions
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@ -318,13 +318,33 @@ async def add_litellm_data_to_request(
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# Guardrails
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move_guardrails_to_metadata(
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data=data, _metadata_variable_name=_metadata_variable_name
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data=data,
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_metadata_variable_name=_metadata_variable_name,
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user_api_key_dict=user_api_key_dict,
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)
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return data
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def move_guardrails_to_metadata(data: dict, _metadata_variable_name: str):
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def move_guardrails_to_metadata(
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data: dict,
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_metadata_variable_name: str,
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user_api_key_dict: UserAPIKeyAuth,
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):
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"""
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Heper to add guardrails from request to metadata
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- If guardrails set on API Key metadata then sets guardrails on request metadata
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- If guardrails not set on API key, then checks request metadata
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"""
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if user_api_key_dict.metadata:
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if "guardrails" in user_api_key_dict.metadata:
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data[_metadata_variable_name]["guardrails"] = user_api_key_dict.metadata[
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"guardrails"
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]
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return
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if "guardrails" in data:
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data[_metadata_variable_name]["guardrails"] = data["guardrails"]
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del data["guardrails"]
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@ -22,10 +22,6 @@ async def chat_completion(
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data = {
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"model": model,
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"messages": messages,
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"guardrails": [
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"aporia-post-guard",
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"aporia-pre-guard",
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], # default guardrails for all tests
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}
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if guardrails is not None:
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@ -41,7 +37,7 @@ async def chat_completion(
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print()
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if status != 200:
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return response_text
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raise Exception(response_text)
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# response headers
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response_headers = response.headers
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@ -50,6 +46,29 @@ async def chat_completion(
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return await response.json(), response_headers
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async def generate_key(session, guardrails):
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url = "http://0.0.0.0:4000/key/generate"
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headers = {"Authorization": "Bearer sk-1234", "Content-Type": "application/json"}
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if guardrails:
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data = {
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"guardrails": guardrails,
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}
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else:
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data = {}
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async with session.post(url, headers=headers, json=data) as response:
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status = response.status
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response_text = await response.text()
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print(response_text)
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print()
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if status != 200:
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raise Exception(f"Request did not return a 200 status code: {status}")
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return await response.json()
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@pytest.mark.asyncio
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async def test_llm_guard_triggered_safe_request():
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"""
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@ -62,6 +81,10 @@ async def test_llm_guard_triggered_safe_request():
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"sk-1234",
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model="fake-openai-endpoint",
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messages=[{"role": "user", "content": f"Hello what's the weather"}],
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guardrails=[
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"aporia-post-guard",
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"aporia-pre-guard",
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],
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)
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await asyncio.sleep(3)
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@ -90,6 +113,10 @@ async def test_llm_guard_triggered():
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messages=[
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{"role": "user", "content": f"Hello my name is ishaan@berri.ai"}
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],
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guardrails=[
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"aporia-post-guard",
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"aporia-pre-guard",
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],
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)
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pytest.fail("Should have thrown an exception")
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except Exception as e:
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@ -116,3 +143,55 @@ async def test_no_llm_guard_triggered():
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print("response=", response, "response headers", headers)
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assert "x-litellm-applied-guardrails" not in headers
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@pytest.mark.asyncio
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async def test_guardrails_with_api_key_controls():
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"""
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- Make two API Keys
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- Key 1 with no guardrails
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- Key 2 with guardrails
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- Request to Key 1 -> should be success with no guardrails
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- Request to Key 2 -> should be error since guardrails are triggered
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"""
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async with aiohttp.ClientSession() as session:
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key_with_guardrails = await generate_key(
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session=session,
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guardrails=[
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"aporia-post-guard",
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"aporia-pre-guard",
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],
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)
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key_with_guardrails = key_with_guardrails["key"]
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key_without_guardrails = await generate_key(session=session, guardrails=None)
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key_without_guardrails = key_without_guardrails["key"]
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# test no guardrails triggered for key without guardrails
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response, headers = await chat_completion(
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session,
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key_without_guardrails,
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model="fake-openai-endpoint",
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messages=[{"role": "user", "content": f"Hello what's the weather"}],
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)
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await asyncio.sleep(3)
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print("response=", response, "response headers", headers)
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assert "x-litellm-applied-guardrails" not in headers
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# test guardrails triggered for key with guardrails
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try:
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response, headers = await chat_completion(
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session,
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key_with_guardrails,
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model="fake-openai-endpoint",
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messages=[
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{"role": "user", "content": f"Hello my name is ishaan@berri.ai"}
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],
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)
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pytest.fail("Should have thrown an exception")
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except Exception as e:
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print(e)
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assert "Aporia detected and blocked PII" in str(e)
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