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130 lines
No EOL
5 KiB
Python
130 lines
No EOL
5 KiB
Python
# #### What this tests ####
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# # This tests calling batch_completions by running 100 messages together
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# import sys, os, json
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# import traceback
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# import pytest
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# sys.path.insert(
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# 0, os.path.abspath("../..")
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# ) # Adds the parent directory to the system path
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# import litellm
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# litellm.set_verbose = True
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# from litellm import completion, BudgetManager
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# budget_manager = BudgetManager(project_name="test_project", client_type="hosted")
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# ## Scenario 1: User budget enough to make call
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# def test_user_budget_enough():
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# try:
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# user = "1234"
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# # create a budget for a user
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# budget_manager.create_budget(total_budget=10, user=user, duration="daily")
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# # check if a given call can be made
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# data = {
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# "model": "gpt-3.5-turbo",
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# "messages": [{"role": "user", "content": "Hey, how's it going?"}]
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# }
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# if budget_manager.get_current_cost(user=user) <= budget_manager.get_total_budget(user):
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# response = completion(**data)
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# print(budget_manager.update_cost(completion_obj=response, user=user))
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# else:
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# response = "Sorry - no budget!"
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# print(f"response: {response}")
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# except Exception as e:
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# pytest.fail(f"An error occurred - {str(e)}")
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# ## Scenario 2: User budget not enough to make call
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# def test_user_budget_not_enough():
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# try:
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# user = "12345"
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# # create a budget for a user
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# budget_manager.create_budget(total_budget=0, user=user, duration="daily")
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# # check if a given call can be made
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# data = {
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# "model": "gpt-3.5-turbo",
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# "messages": [{"role": "user", "content": "Hey, how's it going?"}]
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# }
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# model = data["model"]
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# messages = data["messages"]
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# if budget_manager.get_current_cost(user=user) < budget_manager.get_total_budget(user=user):
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# response = completion(**data)
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# print(budget_manager.update_cost(completion_obj=response, user=user))
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# else:
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# response = "Sorry - no budget!"
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# print(f"response: {response}")
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# except:
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# pytest.fail(f"An error occurred")
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# ## Scenario 3: Saving budget to client
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# def test_save_user_budget():
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# try:
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# response = budget_manager.save_data()
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# if response["status"] == "error":
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# raise Exception(f"An error occurred - {json.dumps(response)}")
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# print(response)
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# except Exception as e:
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# pytest.fail(f"An error occurred: {str(e)}")
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# test_save_user_budget()
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# ## Scenario 4: Getting list of users
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# def test_get_users():
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# try:
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# response = budget_manager.get_users()
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# print(response)
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# except:
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# pytest.fail(f"An error occurred")
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# ## Scenario 5: Reset budget at the end of duration
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# def test_reset_on_duration():
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# try:
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# # First, set a short duration budget for a user
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# user = "123456"
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# budget_manager.create_budget(total_budget=10, user=user, duration="daily")
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# # Use some of the budget
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# data = {
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# "model": "gpt-3.5-turbo",
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# "messages": [{"role": "user", "content": "Hello!"}]
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# }
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# if budget_manager.get_current_cost(user=user) <= budget_manager.get_total_budget(user=user):
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# response = litellm.completion(**data)
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# print(budget_manager.update_cost(completion_obj=response, user=user))
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# assert budget_manager.get_current_cost(user) > 0, f"Test setup failed: Budget did not decrease after completion"
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# # Now, we need to simulate the passing of time. Since we don't want our tests to actually take days, we're going
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# # to cheat a little -- we'll manually adjust the "created_at" time so it seems like a day has passed.
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# # In a real-world testing scenario, we might instead use something like the `freezegun` library to mock the system time.
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# one_day_in_seconds = 24 * 60 * 60
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# budget_manager.user_dict[user]["last_updated_at"] -= one_day_in_seconds
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# # Now the duration should have expired, so our budget should reset
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# budget_manager.update_budget_all_users()
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# # Make sure the budget was actually reset
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# assert budget_manager.get_current_cost(user) == 0, "Budget didn't reset after duration expired"
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# except Exception as e:
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# pytest.fail(f"An error occurred - {str(e)}")
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# ## Scenario 6: passing in text:
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# def test_input_text_on_completion():
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# try:
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# user = "12345"
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# budget_manager.create_budget(total_budget=10, user=user, duration="daily")
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# input_text = "hello world"
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# output_text = "it's a sunny day in san francisco"
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# model = "gpt-3.5-turbo"
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# budget_manager.update_cost(user=user, model=model, input_text=input_text, output_text=output_text)
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# print(budget_manager.get_current_cost(user))
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# except Exception as e:
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# pytest.fail(f"An error occurred - {str(e)}")
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# test_input_text_on_completion() |