forked from phoenix/litellm-mirror
add reset budget on duration end to budget manager
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5 changed files with 69 additions and 8 deletions
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@ -1,8 +1,8 @@
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import os, json
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import os, json, time
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import litellm
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from litellm.utils import ModelResponse
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import requests, threading
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from typing import Optional
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from typing import Optional, Union, Literal
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class BudgetManager:
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def __init__(self, project_name: str, client_type: str = "local", api_base: Optional[str] = None):
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@ -41,8 +41,18 @@ class BudgetManager:
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else:
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self.user_dict = response["data"]
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def create_budget(self, total_budget: float, user: str):
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self.user_dict[user] = {"total_budget": total_budget}
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def create_budget(self, total_budget: float, user: str, duration: Literal["daily", "weekly", "monthly", "yearly"], created_at: float = time.time()):
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if duration == 'daily':
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duration_in_days = 1
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elif duration == 'weekly':
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duration_in_days = 7
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elif duration == 'monthly':
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duration_in_days = 28
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elif duration == 'yearly':
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duration_in_days = 365
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else:
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raise ValueError('Invalid duration')
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self.user_dict[user] = {"total_budget": total_budget, "duration": duration_in_days, "created_at": created_at, "last_updated_at": created_at}
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return self.user_dict[user]
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def projected_cost(self, model: str, messages: list, user: str):
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@ -84,6 +94,26 @@ class BudgetManager:
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self.user_dict[user]["model_cost"] = {}
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return {"user": self.user_dict[user]}
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def reset_on_duration(self, user: str):
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# Get current and creation time
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last_updated_at = self.user_dict[user]["last_updated_at"]
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current_time = time.time()
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# Convert duration from days to seconds
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duration_in_seconds = self.user_dict[user]["duration"] * 24 * 60 * 60
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# Check if duration has elapsed
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if current_time - last_updated_at >= duration_in_seconds:
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# Reset cost if duration has elapsed and update the creation time
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self.reset_cost(user)
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self.user_dict[user]["last_updated_at"] = current_time
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self._save_data_thread() # Save the data
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def update_budget_all_users(self):
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for user in self.get_users():
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if "duration" in self.user_dict[user]:
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self.reset_on_duration(user)
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def _save_data_thread(self):
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thread = threading.Thread(target=self.save_data) # [Non-Blocking]: saves data without blocking execution
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thread.start()
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@ -36,8 +36,6 @@ def test_user_budget_enough():
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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_user_budget_enough()
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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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@ -78,4 +76,37 @@ def test_get_users():
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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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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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@ -1,6 +1,6 @@
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[tool.poetry]
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name = "litellm"
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version = "0.1.605"
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version = "0.1.606"
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description = "Library to easily interface with LLM API providers"
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authors = ["BerriAI"]
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license = "MIT License"
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