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# Slack Alerting on LiteLLM Gateway | |
This folder contains the Slack Alerting integration for LiteLLM Gateway. | |
## Folder Structure | |
- `slack_alerting.py`: This is the main file that handles sending different types of alerts | |
- `batching_handler.py`: Handles Batching + sending Httpx Post requests to slack. Slack alerts are sent every 10s or when events are greater than X events. Done to ensure litellm has good performance under high traffic | |
- `types.py`: This file contains the AlertType enum which is used to define the different types of alerts that can be sent to Slack. | |
- `utils.py`: This file contains common utils used specifically for slack alerting | |
## Budget Alert Types | |
The `budget_alert_types.py` module provides a flexible framework for handling different types of budget alerts: | |
- `BaseBudgetAlertType`: An abstract base class with abstract methods that all alert types must implement: | |
- `get_event_group()`: Returns the Litellm_EntityType for the alert | |
- `get_event_message()`: Returns the message prefix for the alert | |
- `get_id(user_info)`: Returns the ID to use for caching/tracking the alert | |
Concrete implementations include: | |
- `ProxyBudgetAlert`: Alerting for proxy-level budget concerns | |
- `SoftBudgetAlert`: Alerting when soft budgets are crossed | |
- `UserBudgetAlert`: Alerting for user-level budget concerns | |
- `TeamBudgetAlert`: Alerting for team-level budget concerns | |
- `TokenBudgetAlert`: Alerting for API key budget concerns | |
- `ProjectedLimitExceededAlert`: Alerting when projected spend will exceed budget | |
Use the `get_budget_alert_type()` factory function to get the appropriate alert type class for a given alert type string: | |
```python | |
from litellm.integrations.SlackAlerting.budget_alert_types import get_budget_alert_type | |
# Get the appropriate handler | |
budget_alert_class = get_budget_alert_type("user_budget") | |
# Use the handler methods | |
event_group = budget_alert_class.get_event_group() # Returns Litellm_EntityType.USER | |
event_message = budget_alert_class.get_event_message() # Returns "User Budget: " | |
cache_id = budget_alert_class.get_id(user_info) # Returns user_id | |
``` | |
To add a new budget alert type, simply create a new class that extends `BaseBudgetAlertType` and implements all the required methods, then add it to the dictionary in the `get_budget_alert_type()` function. | |
## Further Reading | |
- [Doc setting up Alerting on LiteLLM Proxy (Gateway)](https://docs.litellm.ai/docs/proxy/alerting) |