Merge branch 'main' into litellm_slack_budget_alerting

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Krish Dholakia 2024-03-02 19:13:57 -08:00 committed by GitHub
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@ -245,6 +245,19 @@ Step 4: Submit a PR with your changes! 🚀
- push your fork to your GitHub repo
- submit a PR from there
# Enterprise
For companies that need better security, user management and professional support
[Talk to founders](https://calendly.com/d/4mp-gd3-k5k/litellm-1-1-onboarding-chat)
This covers:
- ✅ **Features under the [LiteLLM Commercial License](https://docs.litellm.ai/docs/proxy/enterprise):**
- ✅ **Feature Prioritization**
- ✅ **Custom Integrations**
- ✅ **Professional Support - Dedicated discord + slack**
- ✅ **Custom SLAs**
- ✅ **Secure access with Single Sign-On**
# Support / talk with founders
- [Schedule Demo 👋](https://calendly.com/d/4mp-gd3-k5k/berriai-1-1-onboarding-litellm-hosted-version)
- [Community Discord 💭](https://discord.gg/wuPM9dRgDw)

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@ -8,13 +8,3 @@ services:
- "4000:4000"
environment:
- AZURE_API_KEY=sk-123
clickhouse:
image: clickhouse/clickhouse-server
environment:
- CLICKHOUSE_DB=litellm-test
- CLICKHOUSE_USER=admin
- CLICKHOUSE_DEFAULT_ACCESS_MANAGEMENT=1
- CLICKHOUSE_PASSWORD=admin
ports:
- "8123:8123"

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@ -33,12 +33,16 @@ general_settings:
alerting: ["slack"]
alerting_threshold: 300 # sends alerts if requests hang for 5min+ and responses take 5min+
environment_variables:
SLACK_WEBHOOK_URL: "https://hooks.slack.com/services/<>/<>/<>"
```
Set `SLACK_WEBHOOK_URL` in your proxy env
```shell
SLACK_WEBHOOK_URL: "https://hooks.slack.com/services/<>/<>/<>"
```
### Step 3: Start proxy
```bash
$ litellm /path/to/config.yaml
$ litellm --config /path/to/config.yaml
```

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@ -0,0 +1,57 @@
import Image from '@theme/IdealImage';
# 🚨 Budget Alerting
**Alerts when a project will exceed its planned limit**
<Image img={require('../../img/budget_alerts.png')} />
## Quick Start
### 1. Setup Slack Alerting on your Proxy Config.yaml
**Update proxy config.yaml with slack alerting**
Add `general_settings:alerting`
```yaml
model_list:
model_name: "azure-model"
litellm_params:
model: "azure/gpt-35-turbo"
general_settings:
alerting: ["slack"]
```
Get a slack webhook url from https://api.slack.com/messaging/webhooks
Set `SLACK_WEBHOOK_URL` in your proxy env
```shell
SLACK_WEBHOOK_URL: "https://hooks.slack.com/services/<>/<>/<>"
```
Start proxy
```bash
$ litellm --config /path/to/config.yaml
```
### 2. Create API Key on Proxy Admin UI
The Admin UI is found on `your-litellm-proxy-endpoint/ui`, example `http://localhost:4000/ui/`
- Set a key name
- Set a Soft Budget on when to get alerted
<Image img={require('../../img/create_key.png')} />
### 3. Test Slack Alerting on Admin UI
After creating a key on the Admin UI, click on "Test Slack Alert" to send a test alert to your Slack channel
<Image img={require('../../img/test_alert.png')} />
### 4. Check Slack
When the test alert works, you should expect to see this on your alerts slack channel
<Image img={require('../../img/budget_alerts.png')} />

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@ -40,7 +40,7 @@ const sidebars = {
"proxy/virtual_keys",
"proxy/users",
"proxy/ui",
"proxy/metrics",
"proxy/budget_alerts",
"proxy/model_management",
"proxy/health",
"proxy/debugging",

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@ -251,6 +251,7 @@ class Member(LiteLLMBase):
class NewTeamRequest(LiteLLMBase):
team_alias: Optional[str] = None
team_id: Optional[str] = None
organization_id: Optional[str] = None
admins: list = []
members: list = []
members_with_roles: List[Member] = []
@ -327,19 +328,46 @@ class TeamRequest(LiteLLMBase):
class LiteLLM_BudgetTable(LiteLLMBase):
"""Represents user-controllable params for a LiteLLM_BudgetTable record"""
max_budget: Optional[float] = None
soft_budget: Optional[float] = None
max_budget: Optional[float] = None
max_parallel_requests: Optional[int] = None
tpm_limit: Optional[int] = None
rpm_limit: Optional[int] = None
model_max_budget: dict
model_max_budget: Optional[dict] = None
budget_duration: Optional[str] = None
budget_reset_at: Optional[datetime] = None
class NewOrganizationRequest(LiteLLM_BudgetTable):
organization_alias: str
models: List = []
budget_id: Optional[str] = None
class LiteLLM_OrganizationTable(LiteLLMBase):
"""Represents user-controllable params for a LiteLLM_OrganizationTable record"""
organization_alias: Optional[str] = None
budget_id: str
metadata: Optional[dict] = None
models: List[str]
created_by: str
updated_by: str
class NewOrganizationResponse(LiteLLM_OrganizationTable):
organization_id: str
created_at: datetime
updated_at: datetime
class OrganizationRequest(LiteLLMBase):
organizations: List[str]
class BudgetRequest(LiteLLMBase):
budgets: List[str]
class KeyManagementSystem(enum.Enum):
GOOGLE_KMS = "google_kms"
AZURE_KEY_VAULT = "azure_key_vault"

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@ -241,6 +241,7 @@ health_check_interval = None
health_check_results = {}
queue: List = []
litellm_proxy_budget_name = "litellm-proxy-budget"
litellm_proxy_admin_name = "default_user_id"
ui_access_mode: Literal["admin", "all"] = "all"
proxy_budget_rescheduler_min_time = 597
proxy_budget_rescheduler_max_time = 605
@ -337,7 +338,11 @@ async def user_api_key_auth(
# note: never string compare api keys, this is vulenerable to a time attack. Use secrets.compare_digest instead
is_master_key_valid = secrets.compare_digest(api_key, master_key)
if is_master_key_valid:
return UserAPIKeyAuth(api_key=master_key, user_role="proxy_admin")
return UserAPIKeyAuth(
api_key=master_key,
user_role="proxy_admin",
user_id=litellm_proxy_admin_name,
)
if isinstance(
api_key, str
): # if generated token, make sure it starts with sk-.
@ -1853,6 +1858,9 @@ async def generate_key_helper_fn(
key_soft_budget: Optional[
float
] = None, # key_soft_budget is used to Budget Per key
soft_budget: Optional[
float
] = None, # soft_budget is used to set soft Budgets Per user
max_budget: Optional[float] = None, # max_budget is used to Budget Per user
budget_duration: Optional[str] = None, # max_budget is used to Budget Per user
token: Optional[str] = None,
@ -1919,11 +1927,16 @@ async def generate_key_helper_fn(
budget_row = LiteLLM_BudgetTable(
soft_budget=key_soft_budget,
model_max_budget=model_max_budget or {},
created_by=user_id,
updated_by=user_id,
)
new_budget = prisma_client.jsonify_object(budget_row.json(exclude_none=True))
_budget = await prisma_client.db.litellm_budgettable.create(data={**new_budget}) # type: ignore
_budget = await prisma_client.db.litellm_budgettable.create(
data={
**new_budget, # type: ignore
"created_by": user_id,
"updated_by": user_id,
}
)
_budget_id = getattr(_budget, "budget_id", None)
try:
@ -2266,7 +2279,7 @@ def parse_cache_control(cache_control):
@router.on_event("startup")
async def startup_event():
global prisma_client, master_key, use_background_health_checks, llm_router, llm_model_list, general_settings, proxy_budget_rescheduler_min_time, proxy_budget_rescheduler_max_time
global prisma_client, master_key, use_background_health_checks, llm_router, llm_model_list, general_settings, proxy_budget_rescheduler_min_time, proxy_budget_rescheduler_max_time, litellm_proxy_admin_name
import json
### LOAD MASTER KEY ###
@ -2313,9 +2326,8 @@ async def startup_event():
if prisma_client is not None and master_key is not None:
# add master key to db
user_id = "default_user_id"
if os.getenv("PROXY_ADMIN_ID", None) is not None:
user_id = os.getenv("PROXY_ADMIN_ID")
litellm_proxy_admin_name = os.getenv("PROXY_ADMIN_ID")
asyncio.create_task(
generate_key_helper_fn(
@ -2325,7 +2337,7 @@ async def startup_event():
config={},
spend=0,
token=master_key,
user_id=user_id,
user_id=litellm_proxy_admin_name,
user_role="proxy_admin",
query_type="update_data",
update_key_values={
@ -5433,6 +5445,226 @@ async def team_info(
)
#### ORGANIZATION MANAGEMENT ####
@router.post(
"/organization/new",
tags=["organization management"],
dependencies=[Depends(user_api_key_auth)],
response_model=NewOrganizationResponse,
)
async def new_organization(
data: NewOrganizationRequest,
user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth),
):
"""
Allow orgs to own teams
Set org level budgets + model access.
Only admins can create orgs.
# Parameters
- `organization_alias`: *str* = The name of the organization.
- `models`: *List* = The models the organization has access to.
- `budget_id`: *Optional[str]* = The id for a budget (tpm/rpm/max budget) for the organization.
### IF NO BUDGET - CREATE ONE WITH THESE PARAMS ###
- `max_budget`: *Optional[float]* = Max budget for org
- `tpm_limit`: *Optional[int]* = Max tpm limit for org
- `rpm_limit`: *Optional[int]* = Max rpm limit for org
- `model_max_budget`: *Optional[dict]* = Max budget for a specific model
- `budget_duration`: *Optional[str]* = Frequency of reseting org budget
Case 1: Create new org **without** a budget_id
```bash
curl --location 'http://0.0.0.0:4000/organization/new' \
--header 'Authorization: Bearer sk-1234' \
--header 'Content-Type: application/json' \
--data '{
"organization_alias": "my-secret-org",
"models": ["model1", "model2"],
"max_budget": 100
}'
```
Case 2: Create new org **with** a budget_id
```bash
curl --location 'http://0.0.0.0:4000/organization/new' \
--header 'Authorization: Bearer sk-1234' \
--header 'Content-Type: application/json' \
--data '{
"organization_alias": "my-secret-org",
"models": ["model1", "model2"],
"budget_id": "428eeaa8-f3ac-4e85-a8fb-7dc8d7aa8689"
}'
```
"""
global prisma_client
if prisma_client is None:
raise HTTPException(status_code=500, detail={"error": "No db connected"})
if (
user_api_key_dict.user_role is None
or user_api_key_dict.user_role != "proxy_admin"
):
raise HTTPException(
status_code=401,
detail={
"error": f"Only admins can create orgs. Your role is = {user_api_key_dict.user_role}"
},
)
if data.budget_id is None:
"""
Every organization needs a budget attached.
If none provided, create one based on provided values
"""
budget_row = LiteLLM_BudgetTable(**data.json(exclude_none=True))
new_budget = prisma_client.jsonify_object(budget_row.json(exclude_none=True))
_budget = await prisma_client.db.litellm_budgettable.create(
data={
**new_budget, # type: ignore
"created_by": user_api_key_dict.user_id or litellm_proxy_admin_name,
"updated_by": user_api_key_dict.user_id or litellm_proxy_admin_name,
}
) # type: ignore
data.budget_id = _budget.budget_id
"""
Ensure only models that user has access to, are given to org
"""
if len(user_api_key_dict.models) == 0: # user has access to all models
pass
else:
if len(data.models) == 0:
raise HTTPException(
status_code=400,
detail={
"error": f"User not allowed to give access to all models. Select models you want org to have access to."
},
)
for m in data.models:
if m not in user_api_key_dict.models:
raise HTTPException(
status_code=400,
detail={
"error": f"User not allowed to give access to model={m}. Models you have access to = {user_api_key_dict.models}"
},
)
organization_row = LiteLLM_OrganizationTable(
**data.json(exclude_none=True),
created_by=user_api_key_dict.user_id or litellm_proxy_admin_name,
updated_by=user_api_key_dict.user_id or litellm_proxy_admin_name,
)
new_organization_row = prisma_client.jsonify_object(
organization_row.json(exclude_none=True)
)
response = await prisma_client.db.litellm_organizationtable.create(
data={
**new_organization_row, # type: ignore
}
)
return response
@router.post(
"/organization/update",
tags=["organization management"],
dependencies=[Depends(user_api_key_auth)],
)
async def update_organization():
"""[TODO] Not Implemented yet. Let us know if you need this - https://github.com/BerriAI/litellm/issues"""
pass
@router.post(
"/organization/delete",
tags=["organization management"],
dependencies=[Depends(user_api_key_auth)],
)
async def delete_organization():
"""[TODO] Not Implemented yet. Let us know if you need this - https://github.com/BerriAI/litellm/issues"""
pass
@router.post(
"/organization/info",
tags=["organization management"],
dependencies=[Depends(user_api_key_auth)],
)
async def info_organization(data: OrganizationRequest):
"""
Get the org specific information
"""
global prisma_client
if prisma_client is None:
raise HTTPException(status_code=500, detail={"error": "No db connected"})
if len(data.organizations) == 0:
raise HTTPException(
status_code=400,
detail={
"error": f"Specify list of organization id's to query. Passed in={data.organizations}"
},
)
response = await prisma_client.db.litellm_organizationtable.find_many(
where={"organization_id": {"in": data.organizations}},
include={"litellm_budget_table": True},
)
return response
#### BUDGET TABLE MANAGEMENT ####
@router.post(
"/budget/info",
tags=["organization management"],
dependencies=[Depends(user_api_key_auth)],
)
async def info_budget(data: BudgetRequest):
"""
Get the budget id specific information
"""
global prisma_client
if prisma_client is None:
raise HTTPException(status_code=500, detail={"error": "No db connected"})
if len(data.budgets) == 0:
raise HTTPException(
status_code=400,
detail={
"error": f"Specify list of budget id's to query. Passed in={data.budgets}"
},
)
response = await prisma_client.db.litellm_budgettable.find_many(
where={"budget_id": {"in": data.budgets}},
)
return response
#### MODEL MANAGEMENT ####
@ -6537,6 +6769,7 @@ async def health_services_endpoint(
Used by the UI to let user check if slack alerting is working as expected.
"""
try:
global general_settings, proxy_logging_obj
if service is None:
@ -6552,15 +6785,31 @@ async def health_services_endpoint(
},
)
test_message = f"""\n🚨 `ProjectedLimitExceededError` 💸\n\n`Key Alias:` my-secret-project \n`Expected Day of Error`: 28th March \n`Current Spend`: 100 \n`Projected Spend at end of month`: 1000 \n
"""
if "slack" in general_settings.get("alerting", []):
test_message = f"""\n🚨 `ProjectedLimitExceededError` 💸\n\n`Key Alias:` litellm-ui-test-alert \n`Expected Day of Error`: 28th March \n`Current Spend`: $100.00 \n`Projected Spend at end of month`: $1000.00 \n`Soft Limit`: $700"""
await proxy_logging_obj.alerting_handler(message=test_message, level="Low")
else:
raise HTTPException(
status_code=422,
detail={"error": "No slack connection setup. Unable to test this."},
detail={
"error": '"slack" not in proxy config: general_settings. Unable to test this.'
},
)
except Exception as e:
if isinstance(e, HTTPException):
raise ProxyException(
message=getattr(e, "detail", f"Authentication Error({str(e)})"),
type="auth_error",
param=getattr(e, "param", "None"),
code=getattr(e, "status_code", status.HTTP_401_UNAUTHORIZED),
)
elif isinstance(e, ProxyException):
raise e
raise ProxyException(
message="Authentication Error, " + str(e),
type="auth_error",
param=getattr(e, "param", "None"),
code=status.HTTP_401_UNAUTHORIZED,
)

View file

@ -15,7 +15,7 @@ model LiteLLM_BudgetTable {
max_parallel_requests Int?
tpm_limit BigInt?
rpm_limit BigInt?
model_max_budget Json @default("{}")
model_max_budget Json?
budget_duration String?
budget_reset_at DateTime?
created_at DateTime @default(now()) @map("created_at")

View file

@ -1,6 +1,6 @@
[tool.poetry]
name = "litellm"
version = "1.28.9"
version = "1.28.10"
description = "Library to easily interface with LLM API providers"
authors = ["BerriAI"]
license = "MIT"
@ -74,7 +74,7 @@ requires = ["poetry-core", "wheel"]
build-backend = "poetry.core.masonry.api"
[tool.commitizen]
version = "1.28.9"
version = "1.28.10"
version_files = [
"pyproject.toml:^version"
]

View file

@ -15,7 +15,7 @@ model LiteLLM_BudgetTable {
max_parallel_requests Int?
tpm_limit BigInt?
rpm_limit BigInt?
model_max_budget Json @default("{}")
model_max_budget Json?
budget_duration String?
budget_reset_at DateTime?
created_at DateTime @default(now()) @map("created_at")

View file

@ -0,0 +1,46 @@
# What this tests ?
## Tests /organization endpoints.
import pytest
import asyncio
import aiohttp
import time, uuid
from openai import AsyncOpenAI
async def new_organization(session, i, organization_alias, max_budget=None):
url = "http://0.0.0.0:4000/organization/new"
headers = {"Authorization": "Bearer sk-1234", "Content-Type": "application/json"}
data = {
"organization_alias": organization_alias,
"models": ["azure-models"],
"max_budget": max_budget,
}
async with session.post(url, headers=headers, json=data) as response:
status = response.status
response_text = await response.text()
print(f"Response {i} (Status code: {status}):")
print(response_text)
print()
if status != 200:
raise Exception(f"Request {i} did not return a 200 status code: {status}")
return await response.json()
@pytest.mark.asyncio
async def test_organization_new():
"""
Make 20 parallel calls to /user/new. Assert all worked.
"""
organization_alias = f"Organization: {uuid.uuid4()}"
async with aiohttp.ClientSession() as session:
tasks = [
new_organization(
session=session, i=0, organization_alias=organization_alias
)
for i in range(1, 20)
]
await asyncio.gather(*tasks)

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@ -1 +1 @@
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View file

@ -12,7 +12,7 @@ import {
Select,
message,
} from "antd";
import { keyCreateCall } from "./networking";
import { keyCreateCall, slackBudgetAlertsHealthCheck } from "./networking";
const { Option } = Select;
@ -68,6 +68,18 @@ const CreateKey: React.FC<CreateKeyProps> = ({
}
};
const sendSlackAlert = async () => {
try {
console.log("Sending Slack alert...");
const response = await slackBudgetAlertsHealthCheck(accessToken);
console.log("slackBudgetAlertsHealthCheck Response:", response);
console.log("Testing Slack alert successful");
} catch (error) {
console.error("Error sending Slack alert:", error);
}
};
return (
<div>
<Button className="mx-auto" onClick={() => setIsModalVisible(true)}>
@ -183,10 +195,15 @@ const CreateKey: React.FC<CreateKeyProps> = ({
<Text>API Key: {apiKey}</Text>
<Title className="mt-6">Budgets</Title>
<Text>Soft Limit Budget: ${softBudget}</Text>
<Button className="mt-3">
Test Alert
<Button className="mt-3" onClick={sendSlackAlert}>
Test Slack Alert
</Button>
<Text className="mt-2">
(LiteLLM Docs -
<a href="https://docs.litellm.ai/docs/proxy/alerting" target="_blank" className="text-blue-500">
Set Up Slack Alerting)
</a>
</Text>
</div>
) : (
<Text>Key being created, this might take 30s</Text>

View file

@ -810,3 +810,41 @@ export const PredictedSpendLogsCall = async (
throw error;
}
};
export const slackBudgetAlertsHealthCheck = async (accessToken: String) => {
try {
let url = proxyBaseUrl
? `${proxyBaseUrl}/health/services?service=slack_budget_alerts`
: `/health/services?service=slack_budget_alerts`;
console.log("Checking Slack Budget Alerts service health");
message.info("Sending Test Slack alert...");
const response = await fetch(url, {
method: "GET",
headers: {
Authorization: `Bearer ${accessToken}`,
"Content-Type": "application/json",
},
});
if (!response.ok) {
const errorData = await response.text();
message.error("Failed Slack Alert test: " + errorData);
// throw error with message
throw new Error(errorData);
}
const data = await response.json();
message.success("Test Slack Alert worked - check your Slack!");
console.log("Service Health Response:", data);
// You can add additional logic here based on the response if needed
return data;
} catch (error) {
console.error("Failed to perform health check:", error);
throw error;
}
};