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(test) dynamoDB Budgets per key
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parent
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commit
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1 changed files with 151 additions and 4 deletions
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@ -25,9 +25,14 @@ sys.path.insert(
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) # Adds the parent directory to the system path
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import pytest, logging, asyncio
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import litellm, asyncio
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from litellm.proxy.proxy_server import new_user, user_api_key_auth, user_update
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from litellm.proxy.proxy_server import (
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new_user,
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user_api_key_auth,
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user_update,
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generate_key_fn,
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)
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from litellm.proxy._types import NewUserRequest, DynamoDBArgs
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from litellm.proxy._types import NewUserRequest, DynamoDBArgs, GenerateKeyRequest
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from litellm.proxy.utils import DBClient
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from starlette.datastructures import URL
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@ -175,7 +180,7 @@ def test_call_with_valid_model(custom_db_client):
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pytest.fail(f"An exception occurred - {str(e)}")
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def test_call_with_key_over_budget(custom_db_client):
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def test_call_with_user_over_budget(custom_db_client):
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# 5. Make a call with a key over budget, expect to fail
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setattr(litellm.proxy.proxy_server, "custom_db_client", custom_db_client)
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setattr(litellm.proxy.proxy_server, "master_key", "sk-1234")
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@ -245,7 +250,7 @@ def test_call_with_key_over_budget(custom_db_client):
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print(vars(e))
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def test_call_with_key_over_budget_stream(custom_db_client):
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def test_call_with_user_over_budget_stream(custom_db_client):
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# 6. Make a call with a key over budget, expect to fail
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setattr(litellm.proxy.proxy_server, "custom_db_client", custom_db_client)
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setattr(litellm.proxy.proxy_server, "master_key", "sk-1234")
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@ -315,3 +320,145 @@ def test_call_with_key_over_budget_stream(custom_db_client):
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error_detail = e.detail
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assert "Authentication Error, ExceededBudget:" in error_detail
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print(vars(e))
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def test_call_with_user_key_budget(custom_db_client):
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# 7. Make a call with a key over budget, expect to fail
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setattr(litellm.proxy.proxy_server, "custom_db_client", custom_db_client)
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setattr(litellm.proxy.proxy_server, "master_key", "sk-1234")
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from litellm._logging import verbose_proxy_logger
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import logging
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verbose_proxy_logger.setLevel(logging.DEBUG)
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try:
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async def test():
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request = GenerateKeyRequest(max_budget=0.00001)
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key = await generate_key_fn(request)
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print(key)
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generated_key = key.key
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user_id = key.user_id
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bearer_token = "Bearer " + generated_key
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request = Request(scope={"type": "http"})
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request._url = URL(url="/chat/completions")
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# use generated key to auth in
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result = await user_api_key_auth(request=request, api_key=bearer_token)
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print("result from user auth with new key", result)
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# update spend using track_cost callback, make 2nd request, it should fail
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from litellm.proxy.proxy_server import track_cost_callback
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from litellm import ModelResponse, Choices, Message, Usage
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resp = ModelResponse(
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id="chatcmpl-e41836bb-bb8b-4df2-8e70-8f3e160155ac",
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choices=[
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Choices(
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finish_reason=None,
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index=0,
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message=Message(
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content=" Sure! Here is a short poem about the sky:\n\nA canvas of blue, a",
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role="assistant",
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),
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)
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],
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model="gpt-35-turbo", # azure always has model written like this
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usage=Usage(prompt_tokens=210, completion_tokens=200, total_tokens=410),
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)
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await track_cost_callback(
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kwargs={
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"stream": False,
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"litellm_params": {
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"metadata": {
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"user_api_key": generated_key,
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"user_api_key_user_id": user_id,
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}
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},
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},
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completion_response=resp,
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)
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# use generated key to auth in
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result = await user_api_key_auth(request=request, api_key=bearer_token)
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print("result from user auth with new key", result)
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pytest.fail(f"This should have failed!. They key crossed it's budget")
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asyncio.run(test())
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except Exception as e:
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error_detail = e.detail
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assert "Authentication Error, ExceededTokenBudget:" in error_detail
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print(vars(e))
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def test_call_with_key_over_budget_stream(custom_db_client):
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# 8. Make a call with a key over budget, expect to fail
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setattr(litellm.proxy.proxy_server, "custom_db_client", custom_db_client)
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setattr(litellm.proxy.proxy_server, "master_key", "sk-1234")
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from litellm._logging import verbose_proxy_logger
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import logging
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litellm.set_verbose = True
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verbose_proxy_logger.setLevel(logging.DEBUG)
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try:
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async def test():
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request = GenerateKeyRequest(max_budget=0.00001)
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key = await generate_key_fn(request)
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print(key)
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generated_key = key.key
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user_id = key.user_id
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bearer_token = "Bearer " + generated_key
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request = Request(scope={"type": "http"})
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request._url = URL(url="/chat/completions")
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# use generated key to auth in
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result = await user_api_key_auth(request=request, api_key=bearer_token)
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print("result from user auth with new key", result)
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# update spend using track_cost callback, make 2nd request, it should fail
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from litellm.proxy.proxy_server import track_cost_callback
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from litellm import ModelResponse, Choices, Message, Usage
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resp = ModelResponse(
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id="chatcmpl-e41836bb-bb8b-4df2-8e70-8f3e160155ac",
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choices=[
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Choices(
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finish_reason=None,
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index=0,
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message=Message(
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content=" Sure! Here is a short poem about the sky:\n\nA canvas of blue, a",
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role="assistant",
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),
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)
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],
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model="gpt-35-turbo", # azure always has model written like this
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usage=Usage(prompt_tokens=210, completion_tokens=200, total_tokens=410),
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)
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await track_cost_callback(
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kwargs={
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"stream": True,
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"complete_streaming_response": resp,
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"litellm_params": {
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"metadata": {
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"user_api_key": generated_key,
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"user_api_key_user_id": user_id,
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}
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},
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},
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completion_response=ModelResponse(),
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)
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# use generated key to auth in
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result = await user_api_key_auth(request=request, api_key=bearer_token)
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print("result from user auth with new key", result)
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pytest.fail(f"This should have failed!. They key crossed it's budget")
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asyncio.run(test())
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except Exception as e:
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error_detail = e.detail
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assert "Authentication Error, ExceededTokenBudget:" in error_detail
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print(vars(e))
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