add reset budget on duration end to budget manager

This commit is contained in:
Krrish Dholakia 2023-09-12 13:01:55 -07:00
parent e80457013b
commit e1c91903da
5 changed files with 69 additions and 8 deletions

View file

@ -1,8 +1,8 @@
import os, json
import os, json, time
import litellm
from litellm.utils import ModelResponse
import requests, threading
from typing import Optional
from typing import Optional, Union, Literal
class BudgetManager:
def __init__(self, project_name: str, client_type: str = "local", api_base: Optional[str] = None):
@ -41,8 +41,18 @@ class BudgetManager:
else:
self.user_dict = response["data"]
def create_budget(self, total_budget: float, user: str):
self.user_dict[user] = {"total_budget": total_budget}
def create_budget(self, total_budget: float, user: str, duration: Literal["daily", "weekly", "monthly", "yearly"], created_at: float = time.time()):
if duration == 'daily':
duration_in_days = 1
elif duration == 'weekly':
duration_in_days = 7
elif duration == 'monthly':
duration_in_days = 28
elif duration == 'yearly':
duration_in_days = 365
else:
raise ValueError('Invalid duration')
self.user_dict[user] = {"total_budget": total_budget, "duration": duration_in_days, "created_at": created_at, "last_updated_at": created_at}
return self.user_dict[user]
def projected_cost(self, model: str, messages: list, user: str):
@ -84,6 +94,26 @@ class BudgetManager:
self.user_dict[user]["model_cost"] = {}
return {"user": self.user_dict[user]}
def reset_on_duration(self, user: str):
# Get current and creation time
last_updated_at = self.user_dict[user]["last_updated_at"]
current_time = time.time()
# Convert duration from days to seconds
duration_in_seconds = self.user_dict[user]["duration"] * 24 * 60 * 60
# Check if duration has elapsed
if current_time - last_updated_at >= duration_in_seconds:
# Reset cost if duration has elapsed and update the creation time
self.reset_cost(user)
self.user_dict[user]["last_updated_at"] = current_time
self._save_data_thread() # Save the data
def update_budget_all_users(self):
for user in self.get_users():
if "duration" in self.user_dict[user]:
self.reset_on_duration(user)
def _save_data_thread(self):
thread = threading.Thread(target=self.save_data) # [Non-Blocking]: saves data without blocking execution
thread.start()

View file

@ -36,8 +36,6 @@ def test_user_budget_enough():
except Exception as e:
pytest.fail(f"An error occurred - {str(e)}")
test_user_budget_enough()
## Scenario 2: User budget not enough to make call
def test_user_budget_not_enough():
try:
@ -78,4 +76,37 @@ def test_get_users():
response = budget_manager.get_users()
print(response)
except:
pytest.fail(f"An error occurred")
pytest.fail(f"An error occurred")
## Scenario 5: Reset budget at the end of duration
def test_reset_on_duration():
try:
# First, set a short duration budget for a user
user = "123456"
budget_manager.create_budget(total_budget=10, user=user, duration="daily")
# Use some of the budget
data = {
"model": "gpt-3.5-turbo",
"messages": [{"role": "user", "content": "Hello!"}]
}
if budget_manager.get_current_cost(user=user) <= budget_manager.get_total_budget(user=user):
response = litellm.completion(**data)
print(budget_manager.update_cost(completion_obj=response, user=user))
assert budget_manager.get_current_cost(user) > 0, f"Test setup failed: Budget did not decrease after completion"
# Now, we need to simulate the passing of time. Since we don't want our tests to actually take days, we're going
# to cheat a little -- we'll manually adjust the "created_at" time so it seems like a day has passed.
# In a real-world testing scenario, we might instead use something like the `freezegun` library to mock the system time.
one_day_in_seconds = 24 * 60 * 60
budget_manager.user_dict[user]["last_updated_at"] -= one_day_in_seconds
# Now the duration should have expired, so our budget should reset
budget_manager.update_budget_all_users()
# Make sure the budget was actually reset
assert budget_manager.get_current_cost(user) == 0, "Budget didn't reset after duration expired"
except Exception as e:
pytest.fail(f"An error occurred - {str(e)}")

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@ -1,6 +1,6 @@
[tool.poetry]
name = "litellm"
version = "0.1.605"
version = "0.1.606"
description = "Library to easily interface with LLM API providers"
authors = ["BerriAI"]
license = "MIT License"