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fix(caching.py): dual cache async_batch_get_cache fix + testing
this fixes a bug in usage-based-routing-v2 which was caused b/c of how the result was being returned from dual cache async_batch_get_cache. it also adds unit testing for that function (and it's sync equivalent)
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8 changed files with 149 additions and 10 deletions
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@ -102,6 +102,47 @@ async def chat_completion(session, key, model="gpt-4"):
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return await response.json()
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async def chat_completion_with_headers(session, key, model="gpt-4"):
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url = "http://0.0.0.0:4000/chat/completions"
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headers = {
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"Authorization": f"Bearer {key}",
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"Content-Type": "application/json",
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}
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data = {
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"model": model,
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"messages": [
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{"role": "system", "content": "You are a helpful assistant."},
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{"role": "user", "content": "Hello!"},
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],
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}
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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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response_header_check(
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response
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) # calling the function to check response headers
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raw_headers = response.raw_headers
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raw_headers_json = {}
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for (
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item
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) in (
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response.raw_headers
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): # ((b'date', b'Fri, 19 Apr 2024 21:17:29 GMT'), (), )
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raw_headers_json[item[0].decode("utf-8")] = item[1].decode("utf-8")
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return raw_headers_json
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async def completion(session, key):
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url = "http://0.0.0.0:4000/completions"
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headers = {
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@ -222,6 +263,36 @@ async def test_chat_completion_ratelimit():
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pass
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@pytest.mark.asyncio
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async def test_chat_completion_different_deployments():
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"""
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- call model group with 2 deployments
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- make 5 calls
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- expect 2 unique deployments
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"""
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async with aiohttp.ClientSession() as session:
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# key_gen = await generate_key(session=session)
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key = "sk-1234"
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results = []
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for _ in range(5):
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results.append(
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await chat_completion_with_headers(
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session=session, key=key, model="fake-openai-endpoint-3"
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)
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)
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try:
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print(f"results: {results}")
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init_model_id = results[0]["x-litellm-model-id"]
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deployments_shuffled = False
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for result in results[1:]:
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if init_model_id != result["x-litellm-model-id"]:
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deployments_shuffled = True
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if deployments_shuffled == False:
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pytest.fail("Expected at least 1 shuffled call")
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except Exception as e:
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pass
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@pytest.mark.asyncio
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async def test_chat_completion_old_key():
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"""
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