coreason-budget 0.1.0

enforces budget

coreason-budget (The Controller)

Mission: Enforce Financial Operations (FinOps) guardrails for LLM usage.

This package acts as the "Controller," treating Compute (Tokens) as Cash. It enforces daily quotas and rejects requests immediately if limits are exceeded.

Features

• Atomic Counting: Uses Redis for high-speed, atomic, thread-safe counters.
• Hierarchical Quotas: Enforces limits at User, Project, and Global scopes.
• Fail Closed: Security-first design; if the budget cannot be checked, the transaction is blocked.
• Manual Integration: Designed to be integrated into your middleware with a "Check-then-Charge" lifecycle.

Installation

pip install coreason-budget

or with Poetry:

poetry add coreason-budget

Usage

The package exposes a BudgetManager that you integrate into your API flow.

1. Configuration

The system is configured via BudgetConfig or environment variables (COREASON_BUDGET_*).

from coreason_budget import BudgetManager, BudgetConfig, BudgetExceededError

# Initialize with Redis URL and Limits
config = BudgetConfig(
    redis_url="redis://localhost:6379",
    daily_user_limit_usd=10.0,
    daily_project_limit_usd=500.0,
    daily_global_limit_usd=5000.0
)
budget = BudgetManager(config)

2. The Check-Charge Lifecycle

The middleware operates in two phases: Pre-Flight Check and Post-Flight Charge.

# --- Phase 1: Pre-Flight Check ---
# Before calling the LLM, verify budget availability.
user_id = "user_123"
try:
    # Check if user can spend (optionally pass estimated_cost)
    await budget.check_availability(user_id)
except BudgetExceededError:
    # Block the request immediately
    return Response("Daily Limit Reached", status_code=429)

# --- Execute LLM ---
# Perform the inference call
response = await llm.generate(...)

# --- Phase 2: Post-Flight Charge ---
# Calculate precise cost based on provider metadata
cost = budget.pricing.calculate(
    model="gpt-4",
    input_tokens=response.usage.prompt_tokens,
    output_tokens=response.usage.completion_tokens
)

# Atomically record the spend
await budget.record_spend(
    user_id=user_id,
    cost=cost,
    project_id="project_launch_sim", # Optional
    model="gpt-4"                    # Optional, for logging
)
print(f"Transaction Cost: ${cost}")

Configuration Options

Environment Variable	Description	Default
COREASON_BUDGET_REDIS_URL	Redis Connection URL	Required
COREASON_BUDGET_DAILY_USER_LIMIT_USD	Daily limit per user ($)	10.0
COREASON_BUDGET_DAILY_PROJECT_LIMIT_USD	Daily limit per project ($)	500.0
COREASON_BUDGET_DAILY_GLOBAL_LIMIT_USD	Global hard limit ($)	5000.0
COREASON_BUDGET_LOG_PATH	Path to log file	logs/app.log

Architecture

• RedisLedger: Manages atomic increments and key expiration (UTC Midnight).
• BudgetGuard: Enforces limits and raises BudgetExceededError.
• PricingEngine: Calculates costs using liteLLM or configured overrides.

Development

1. Install Dependencies:

   poetry install
   

2. Run Tests:

   poetry run pytest
   

3. Code Quality:

   poetry run pre-commit run --all-files