From e9d3cd37d339f7b9c65da33c48065ba3e5d6f414 Mon Sep 17 00:00:00 2001 From: Bram van Meurs <7422223+bcvanmeurs@users.noreply.github.com> Date: Thu, 18 Apr 2024 09:54:10 +0100 Subject: [PATCH 01/83] fix(build): .dockerignore not picked up Using the git context of the build-push-action ignores the .dockerignore because it is pulled by buildkit. Instead use checkout action and use the path context. --- .github/workflows/ghcr_deploy.yml | 12 +++++++++--- 1 file changed, 9 insertions(+), 3 deletions(-) diff --git a/.github/workflows/ghcr_deploy.yml b/.github/workflows/ghcr_deploy.yml index 58cda02c31..872c033cf5 100644 --- a/.github/workflows/ghcr_deploy.yml +++ b/.github/workflows/ghcr_deploy.yml @@ -25,6 +25,9 @@ jobs: if: github.repository == 'BerriAI/litellm' runs-on: ubuntu-latest steps: + - + name: Checkout + uses: actions/checkout@v4 - name: Set up QEMU uses: docker/setup-qemu-action@v3 @@ -41,12 +44,14 @@ jobs: name: Build and push uses: docker/build-push-action@v5 with: + context: . push: true tags: litellm/litellm:${{ github.event.inputs.tag || 'latest' }} - name: Build and push litellm-database image uses: docker/build-push-action@v5 with: + context: . push: true file: Dockerfile.database tags: litellm/litellm-database:${{ github.event.inputs.tag || 'latest' }} @@ -54,6 +59,7 @@ jobs: name: Build and push litellm-spend-logs image uses: docker/build-push-action@v5 with: + context: . push: true file: ./litellm-js/spend-logs/Dockerfile tags: litellm/litellm-spend_logs:${{ github.event.inputs.tag || 'latest' }} @@ -92,7 +98,7 @@ jobs: - name: Build and push Docker image uses: docker/build-push-action@4976231911ebf5f32aad765192d35f942aa48cb8 with: - context: https://github.com/BerriAI/litellm.git#${{ github.event.inputs.commit_hash}} + context: . push: true tags: ${{ steps.meta.outputs.tags }}-${{ github.event.inputs.tag || 'latest' }}, ${{ steps.meta.outputs.tags }}-${{ github.event.inputs.release_type }} # if a tag is provided, use that, otherwise use the release tag, and if neither is available, use 'latest' labels: ${{ steps.meta.outputs.labels }} @@ -128,7 +134,7 @@ jobs: - name: Build and push Database Docker image uses: docker/build-push-action@f2a1d5e99d037542a71f64918e516c093c6f3fc4 with: - context: https://github.com/BerriAI/litellm.git#${{ github.event.inputs.commit_hash}} + context: . file: Dockerfile.database push: true tags: ${{ steps.meta-database.outputs.tags }}-${{ github.event.inputs.tag || 'latest' }}, ${{ steps.meta-database.outputs.tags }}-${{ github.event.inputs.release_type }} @@ -165,7 +171,7 @@ jobs: - name: Build and push Database Docker image uses: docker/build-push-action@f2a1d5e99d037542a71f64918e516c093c6f3fc4 with: - context: https://github.com/BerriAI/litellm.git#${{ github.event.inputs.commit_hash}} + context: . file: ./litellm-js/spend-logs/Dockerfile push: true tags: ${{ steps.meta-spend-logs.outputs.tags }}-${{ github.event.inputs.tag || 'latest' }}, ${{ steps.meta-spend-logs.outputs.tags }}-${{ github.event.inputs.release_type }} From a55d690d894090b752158b8ec7961aea857adaf3 Mon Sep 17 00:00:00 2001 From: Bram van Meurs <7422223+bcvanmeurs@users.noreply.github.com> Date: Thu, 18 Apr 2024 19:37:55 +0100 Subject: [PATCH 02/83] add commit hash ref --- .github/workflows/ghcr_deploy.yml | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/.github/workflows/ghcr_deploy.yml b/.github/workflows/ghcr_deploy.yml index 872c033cf5..4045056e3a 100644 --- a/.github/workflows/ghcr_deploy.yml +++ b/.github/workflows/ghcr_deploy.yml @@ -28,6 +28,8 @@ jobs: - name: Checkout uses: actions/checkout@v4 + with: + ref: ${{ github.event.inputs.commit_hash }} - name: Set up QEMU uses: docker/setup-qemu-action@v3 @@ -74,6 +76,8 @@ jobs: steps: - name: Checkout repository uses: actions/checkout@v4 + with: + ref: ${{ github.event.inputs.commit_hash }} # Uses the `docker/login-action` action to log in to the Container registry registry using the account and password that will publish the packages. Once published, the packages are scoped to the account defined here. - name: Log in to the Container registry uses: docker/login-action@65b78e6e13532edd9afa3aa52ac7964289d1a9c1 @@ -112,6 +116,8 @@ jobs: steps: - name: Checkout repository uses: actions/checkout@v4 + with: + ref: ${{ github.event.inputs.commit_hash }} - name: Log in to the Container registry uses: docker/login-action@65b78e6e13532edd9afa3aa52ac7964289d1a9c1 @@ -149,6 +155,8 @@ jobs: steps: - name: Checkout repository uses: actions/checkout@v4 + with: + ref: ${{ github.event.inputs.commit_hash }} - name: Log in to the Container registry uses: docker/login-action@65b78e6e13532edd9afa3aa52ac7964289d1a9c1 @@ -182,6 +190,8 @@ jobs: steps: - name: Checkout repository uses: actions/checkout@v4 + with: + ref: ${{ github.event.inputs.commit_hash }} - name: Log in to the Container registry uses: docker/login-action@65b78e6e13532edd9afa3aa52ac7964289d1a9c1 From 8838c8af66efdd1cb676e436799087dce9da862e Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 11 Jun 2024 20:32:08 +0000 Subject: [PATCH 03/83] build(deps): bump azure-identity from 1.15.0 to 1.16.1 Bumps [azure-identity](https://github.com/Azure/azure-sdk-for-python) from 1.15.0 to 1.16.1. - [Release notes](https://github.com/Azure/azure-sdk-for-python/releases) - [Changelog](https://github.com/Azure/azure-sdk-for-python/blob/main/doc/esrp_release.md) - [Commits](https://github.com/Azure/azure-sdk-for-python/compare/azure-identity_1.15.0...azure-identity_1.16.1) --- updated-dependencies: - dependency-name: azure-identity dependency-type: direct:production ... Signed-off-by: dependabot[bot] --- requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index 755e9ec90d..27af79a86d 100644 --- a/requirements.txt +++ b/requirements.txt @@ -27,7 +27,7 @@ pyjwt[crypto]==2.8.0 python-multipart==0.0.9 # admin UI Pillow==10.3.0 azure-ai-contentsafety==1.0.0 # for azure content safety -azure-identity==1.15.0 # for azure content safety +azure-identity==1.16.1 # for azure content safety opentelemetry-api==1.25.0 opentelemetry-sdk==1.25.0 opentelemetry-exporter-otlp==1.25.0 From 1a847ec47c2a259a0b769837336cadb4c5a8e0bb Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 11 Jun 2024 20:37:41 +0000 Subject: [PATCH 04/83] build(deps): bump braces from 3.0.2 to 3.0.3 in /ui/litellm-dashboard Bumps [braces](https://github.com/micromatch/braces) from 3.0.2 to 3.0.3. - [Changelog](https://github.com/micromatch/braces/blob/master/CHANGELOG.md) - [Commits](https://github.com/micromatch/braces/compare/3.0.2...3.0.3) --- updated-dependencies: - dependency-name: braces dependency-type: indirect ... Signed-off-by: dependabot[bot] --- ui/litellm-dashboard/package-lock.json | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/ui/litellm-dashboard/package-lock.json b/ui/litellm-dashboard/package-lock.json index 80efdd2cfc..100478a210 100644 --- a/ui/litellm-dashboard/package-lock.json +++ b/ui/litellm-dashboard/package-lock.json @@ -1550,11 +1550,11 @@ } }, "node_modules/braces": { - "version": "3.0.2", - "resolved": "https://registry.npmjs.org/braces/-/braces-3.0.2.tgz", - "integrity": "sha512-b8um+L1RzM3WDSzvhm6gIz1yfTbBt6YTlcEKAvsmqCZZFw46z626lVj9j1yEPW33H5H+lBQpZMP1k8l+78Ha0A==", + "version": "3.0.3", + "resolved": "https://registry.npmjs.org/braces/-/braces-3.0.3.tgz", + "integrity": "sha512-yQbXgO/OSZVD2IsiLlro+7Hf6Q18EJrKSEsdoMzKePKXct3gvD8oLcOQdIzGupr5Fj+EDe8gO/lxc1BzfMpxvA==", "dependencies": { - "fill-range": "^7.0.1" + "fill-range": "^7.1.1" }, "engines": { "node": ">=8" @@ -2862,9 +2862,9 @@ } }, "node_modules/fill-range": { - "version": "7.0.1", - "resolved": "https://registry.npmjs.org/fill-range/-/fill-range-7.0.1.tgz", - "integrity": "sha512-qOo9F+dMUmC2Lcb4BbVvnKJxTPjCm+RRpe4gDuGrzkL7mEVl/djYSu2OdQ2Pa302N4oqkSg9ir6jaLWJ2USVpQ==", + "version": "7.1.1", + "resolved": "https://registry.npmjs.org/fill-range/-/fill-range-7.1.1.tgz", + "integrity": "sha512-YsGpe3WHLK8ZYi4tWDg2Jy3ebRz2rXowDxnld4bkQB00cc/1Zw9AWnC0i9ztDJitivtQvaI9KaLyKrc+hBW0yg==", "dependencies": { "to-regex-range": "^5.0.1" }, From ffea0a2aed20982c65f36513455834c748484b96 Mon Sep 17 00:00:00 2001 From: Krrish Dholakia Date: Wed, 12 Jun 2024 10:40:31 -0700 Subject: [PATCH 05/83] build(pyproject.toml): require pydantic v2 https://github.com/BerriAI/litellm/pull/3670 moved to pydantic v2. This created issues for people using sdk with pydantic v1. Move to requiring pydantic v2 --- pyproject.toml | 1 + requirements.txt | 2 +- 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 8ce9c280a1..4f718a9ed3 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -26,6 +26,7 @@ click = "*" jinja2 = "^3.1.2" aiohttp = "*" requests = "^2.31.0" +pydantic = "^2.0.0" uvicorn = {version = "^0.22.0", optional = true} gunicorn = {version = "^22.0.0", optional = true} diff --git a/requirements.txt b/requirements.txt index 07dc7e347c..4b4ba17a44 100644 --- a/requirements.txt +++ b/requirements.txt @@ -43,5 +43,5 @@ certifi==2023.7.22 # [TODO] clean up aiohttp==3.9.0 # for network calls aioboto3==12.3.0 # for async sagemaker calls tenacity==8.2.3 # for retrying requests, when litellm.num_retries set -pydantic==2.7.1 # openai req. +pydantic==2.7.1 # proxy + openai req. #### \ No newline at end of file From a0ecc6f414cfda5d748fc3f97d6d426d63057ca8 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Fri, 14 Jun 2024 08:41:12 -0700 Subject: [PATCH 06/83] fix - send alert on router level exceptions --- litellm/integrations/slack_alerting.py | 2 +- litellm/router.py | 11 ++++++ litellm/router_utils/handle_error.py | 47 ++++++++++++++++++++++++++ 3 files changed, 59 insertions(+), 1 deletion(-) create mode 100644 litellm/router_utils/handle_error.py diff --git a/litellm/integrations/slack_alerting.py b/litellm/integrations/slack_alerting.py index 21415fb6d6..f37f5070f4 100644 --- a/litellm/integrations/slack_alerting.py +++ b/litellm/integrations/slack_alerting.py @@ -1453,7 +1453,7 @@ Model Info: pass else: verbose_proxy_logger.debug( - "Error sending slack alert. Error=", response.text + "Error sending slack alert. Error={}".format(response.text) ) async def async_log_success_event(self, kwargs, response_obj, start_time, end_time): diff --git a/litellm/router.py b/litellm/router.py index 4d7a36a386..f07a82d8bd 100644 --- a/litellm/router.py +++ b/litellm/router.py @@ -66,6 +66,7 @@ from litellm.types.llms.openai import ( ) from litellm.scheduler import Scheduler, FlowItem from typing import Iterable +from litellm.router_utils.handle_error import send_llm_exception_alert class Router: @@ -576,6 +577,14 @@ class Router: return response except Exception as e: + asyncio.create_task( + send_llm_exception_alert( + litellm_router_instance=self, + request_kwargs=kwargs, + error_traceback_str=traceback.format_exc(), + original_exception=e, + ) + ) raise e async def _acompletion( @@ -4570,6 +4579,8 @@ class Router: default_webhook_url=router_alerting_config.webhook_url, ) + self.slack_alerting_logger = _slack_alerting_logger + litellm.callbacks.append(_slack_alerting_logger) litellm.success_callback.append( _slack_alerting_logger.response_taking_too_long_callback diff --git a/litellm/router_utils/handle_error.py b/litellm/router_utils/handle_error.py new file mode 100644 index 0000000000..e9fb2d390d --- /dev/null +++ b/litellm/router_utils/handle_error.py @@ -0,0 +1,47 @@ +import asyncio +import traceback +from typing import TYPE_CHECKING, Any + +if TYPE_CHECKING: + from litellm.router import Router as _Router + + LitellmRouter = _Router +else: + LitellmRouter = Any + + +async def send_llm_exception_alert( + litellm_router_instance: LitellmRouter, + request_kwargs: dict, + error_traceback_str: str, + original_exception, +): + """ + Sends a Slack / MS Teams alert for the LLM API call failure. + + Parameters: + litellm_router_instance (_Router): The LitellmRouter instance. + original_exception (Any): The original exception that occurred. + + Returns: + None + """ + if litellm_router_instance.slack_alerting_logger is None: + return + + if "proxy_server_request" in request_kwargs: + # Do not send any alert if it's a request from litellm proxy server request + # the proxy is already instrumented to send LLM API call failures + return + + litellm_debug_info = getattr(original_exception, "litellm_debug_info", None) + exception_str = str(original_exception) + if litellm_debug_info is not None: + exception_str += litellm_debug_info + exception_str += f"\n\n{error_traceback_str[:2000]}" + + await litellm_router_instance.slack_alerting_logger.send_alert( + message=f"LLM API call failed: `{exception_str}`", + level="High", + alert_type="llm_exceptions", + ) From 63ddc3d0128db7bc0d4d1fd53fa68b48e802a660 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Fri, 14 Jun 2024 08:45:04 -0700 Subject: [PATCH 07/83] test_alerting --- litellm/tests/test_alerting.py | 37 ++++++++++++++++++++++++++++++++++ 1 file changed, 37 insertions(+) diff --git a/litellm/tests/test_alerting.py b/litellm/tests/test_alerting.py index 9dfec3dcfa..0cbf6cb6d3 100644 --- a/litellm/tests/test_alerting.py +++ b/litellm/tests/test_alerting.py @@ -25,6 +25,9 @@ import pytest from litellm.router import AlertingConfig, Router from litellm.proxy._types import CallInfo from openai import APIError +from litellm.router import AlertingConfig +import litellm +import os @pytest.mark.parametrize( @@ -743,3 +746,37 @@ async def test_region_outage_alerting_called( mock_send_alert.assert_called_once() else: mock_send_alert.assert_not_called() + + +@pytest.mark.asyncio +@pytest.mark.skip(reason="test only needs to run locally ") +async def test_alerting(): + router = litellm.Router( + model_list=[ + { + "model_name": "gpt-3.5-turbo", + "litellm_params": { + "model": "gpt-3.5-turbo", + "api_key": "bad_key", + }, + } + ], + debug_level="DEBUG", + set_verbose=True, + alerting_config=AlertingConfig( + alerting_threshold=10, # threshold for slow / hanging llm responses (in seconds). Defaults to 300 seconds + webhook_url=os.getenv( + "SLACK_WEBHOOK_URL" + ), # webhook you want to send alerts to + ), + ) + try: + await router.acompletion( + model="gpt-3.5-turbo", + messages=[{"role": "user", "content": "Hey, how's it going?"}], + ) + + except: + pass + finally: + await asyncio.sleep(3) From bd5d1be1f6f53a703e8d4c0911b4a1d87a3cb47d Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Fri, 14 Jun 2024 10:11:24 -0700 Subject: [PATCH 08/83] feat - send llm exception alert on acompletion, aembedding etc --- litellm/router.py | 48 +++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 48 insertions(+) diff --git a/litellm/router.py b/litellm/router.py index f07a82d8bd..491a34d1f1 100644 --- a/litellm/router.py +++ b/litellm/router.py @@ -1106,6 +1106,14 @@ class Router: return response except Exception as e: + asyncio.create_task( + send_llm_exception_alert( + litellm_router_instance=self, + request_kwargs=kwargs, + error_traceback_str=traceback.format_exc(), + original_exception=e, + ) + ) raise e async def _aimage_generation(self, prompt: str, model: str, **kwargs): @@ -1230,6 +1238,14 @@ class Router: return response except Exception as e: + asyncio.create_task( + send_llm_exception_alert( + litellm_router_instance=self, + request_kwargs=kwargs, + error_traceback_str=traceback.format_exc(), + original_exception=e, + ) + ) raise e async def _atranscription(self, file: BinaryIO, model: str, **kwargs): @@ -1396,6 +1412,14 @@ class Router: return response except Exception as e: + asyncio.create_task( + send_llm_exception_alert( + litellm_router_instance=self, + request_kwargs=kwargs, + error_traceback_str=traceback.format_exc(), + original_exception=e, + ) + ) raise e async def amoderation(self, model: str, input: str, **kwargs): @@ -1411,6 +1435,14 @@ class Router: return response except Exception as e: + asyncio.create_task( + send_llm_exception_alert( + litellm_router_instance=self, + request_kwargs=kwargs, + error_traceback_str=traceback.format_exc(), + original_exception=e, + ) + ) raise e async def _amoderation(self, model: str, input: str, **kwargs): @@ -1555,6 +1587,14 @@ class Router: return response except Exception as e: + asyncio.create_task( + send_llm_exception_alert( + litellm_router_instance=self, + request_kwargs=kwargs, + error_traceback_str=traceback.format_exc(), + original_exception=e, + ) + ) raise e async def _atext_completion(self, model: str, prompt: str, **kwargs): @@ -1750,6 +1790,14 @@ class Router: response = await self.async_function_with_fallbacks(**kwargs) return response except Exception as e: + asyncio.create_task( + send_llm_exception_alert( + litellm_router_instance=self, + request_kwargs=kwargs, + error_traceback_str=traceback.format_exc(), + original_exception=e, + ) + ) raise e async def _aembedding(self, input: Union[str, List], model: str, **kwargs): From e736e4952e1b6bad4c4454ecc576c1141ca357fc Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Fri, 14 Jun 2024 10:21:06 -0700 Subject: [PATCH 09/83] ui - fix team based usage crashing --- ui/litellm-dashboard/src/components/usage.tsx | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/ui/litellm-dashboard/src/components/usage.tsx b/ui/litellm-dashboard/src/components/usage.tsx index ad1aa0e574..1ac91dd109 100644 --- a/ui/litellm-dashboard/src/components/usage.tsx +++ b/ui/litellm-dashboard/src/components/usage.tsx @@ -667,9 +667,7 @@ const UsagePage: React.FC = ({ showLegend={true} index="date" categories={uniqueTeamIds} - yAxisWidth={80} - colors={["blue", "green", "yellow", "red", "purple"]} - + yAxisWidth={80} stack={true} /> From d8acda9f39d71116d52d987d35a9fe0dd6cece58 Mon Sep 17 00:00:00 2001 From: Krrish Dholakia Date: Fri, 14 Jun 2024 14:39:36 -0700 Subject: [PATCH 10/83] fix(proxy/utils.py): fix reset monthly budget fix to reset at the same time each month (not at start of month) --- docs/my-website/docs/proxy/team_budgets.md | 2 +- litellm/proxy/utils.py | 36 +++++++++++++++++++--- litellm/tests/test_utils.py | 36 +++++++++++++++++----- 3 files changed, 60 insertions(+), 14 deletions(-) diff --git a/docs/my-website/docs/proxy/team_budgets.md b/docs/my-website/docs/proxy/team_budgets.md index 9e897d507e..54f5efddff 100644 --- a/docs/my-website/docs/proxy/team_budgets.md +++ b/docs/my-website/docs/proxy/team_budgets.md @@ -46,7 +46,7 @@ Possible values for `budget_duration` | `budget_duration="1m"` | every 1 min | | `budget_duration="1h"` | every 1 hour | | `budget_duration="1d"` | every 1 day | -| `budget_duration="1mo"` | start of every month | +| `budget_duration="1mo"` | every 1 month | ### 2. Create a key for the `team` diff --git a/litellm/proxy/utils.py b/litellm/proxy/utils.py index e40440ee35..ebe30789d7 100644 --- a/litellm/proxy/utils.py +++ b/litellm/proxy/utils.py @@ -2115,6 +2115,16 @@ def _extract_from_regex(duration: str) -> Tuple[int, str]: return value, unit +def get_last_day_of_month(year, month): + # Handle December case + if month == 12: + return 31 + # Next month is January, so subtract a day from March 1st + next_month = datetime(year=year, month=month + 1, day=1) + last_day_of_month = (next_month - timedelta(days=1)).day + return last_day_of_month + + def _duration_in_seconds(duration: str) -> int: """ Parameters: @@ -2141,13 +2151,29 @@ def _duration_in_seconds(duration: str) -> int: now = time.time() current_time = datetime.fromtimestamp(now) - # Calculate the first day of the next month if current_time.month == 12: - next_month = datetime(year=current_time.year + 1, month=1, day=1) + target_year = current_time.year + 1 + target_month = 1 else: - next_month = datetime( - year=current_time.year, month=current_time.month + value, day=1 - ) + target_year = current_time.year + target_month = current_time.month + value + + # Determine the day to set for next month + target_day = current_time.day + last_day_of_target_month = get_last_day_of_month(target_year, target_month) + + if target_day > last_day_of_target_month: + target_day = last_day_of_target_month + + next_month = datetime( + year=target_year, + month=target_month, + day=target_day, + hour=current_time.hour, + minute=current_time.minute, + second=current_time.second, + microsecond=current_time.microsecond, + ) # Calculate the duration until the first day of the next month duration_until_next_month = next_month - current_time diff --git a/litellm/tests/test_utils.py b/litellm/tests/test_utils.py index 742199c7f9..7d581a0fb0 100644 --- a/litellm/tests/test_utils.py +++ b/litellm/tests/test_utils.py @@ -26,7 +26,11 @@ from litellm.utils import ( get_max_tokens, get_supported_openai_params, ) -from litellm.proxy.utils import _duration_in_seconds, _extract_from_regex +from litellm.proxy.utils import ( + _duration_in_seconds, + _extract_from_regex, + get_last_day_of_month, +) # Assuming your trim_messages, shorten_message_to_fit_limit, and get_token_count functions are all in a module named 'message_utils' @@ -467,15 +471,31 @@ def test_duration_in_seconds(): now = time.time() current_time = datetime.fromtimestamp(now) - print("current_time={}".format(current_time)) - # Calculate the first day of the next month + if current_time.month == 12: - next_month = datetime(year=current_time.year + 1, month=1, day=1) + target_year = current_time.year + 1 + target_month = 1 else: - next_month = datetime( - year=current_time.year, month=current_time.month + 1, day=1 - ) - print("next_month={}".format(next_month)) + target_year = current_time.year + target_month = current_time.month + 1 + + # Determine the day to set for next month + target_day = current_time.day + last_day_of_target_month = get_last_day_of_month(target_year, target_month) + + if target_day > last_day_of_target_month: + target_day = last_day_of_target_month + + next_month = datetime( + year=target_year, + month=target_month, + day=target_day, + hour=current_time.hour, + minute=current_time.minute, + second=current_time.second, + microsecond=current_time.microsecond, + ) + # Calculate the duration until the first day of the next month duration_until_next_month = next_month - current_time expected_duration = int(duration_until_next_month.total_seconds()) From ab3ece37c07a6fc75da823aeaca0ac987c4ac87b Mon Sep 17 00:00:00 2001 From: Krrish Dholakia Date: Fri, 14 Jun 2024 14:46:23 -0700 Subject: [PATCH 11/83] docs(users.md): update user docs to show reset budget --- docs/my-website/docs/proxy/users.md | 46 +++++++++++++++++++++++++++++ 1 file changed, 46 insertions(+) diff --git a/docs/my-website/docs/proxy/users.md b/docs/my-website/docs/proxy/users.md index 77fbcb4448..dca9f190e1 100644 --- a/docs/my-website/docs/proxy/users.md +++ b/docs/my-website/docs/proxy/users.md @@ -413,6 +413,52 @@ curl 'http://0.0.0.0:4000/key/generate' \ +### Reset Budgets + +Reset budgets across keys/internal users/teams/customers + +`budget_duration`: Budget is reset at the end of specified duration. If not set, budget is never reset. You can set duration as seconds ("30s"), minutes ("30m"), hours ("30h"), days ("30d"). + + + + +```bash +curl 'http://0.0.0.0:4000/user/new' \ +--header 'Authorization: Bearer ' \ +--header 'Content-Type: application/json' \ +--data-raw '{ + "max_budget": 10, + "budget_duration": 10s, # šŸ‘ˆ KEY CHANGE +}' +``` + + + +```bash +curl 'http://0.0.0.0:4000/key/generate' \ +--header 'Authorization: Bearer ' \ +--header 'Content-Type: application/json' \ +--data-raw '{ + "max_budget": 10, + "budget_duration": 10s, # šŸ‘ˆ KEY CHANGE +}' +``` + + + + +```bash +curl 'http://0.0.0.0:4000/team/new' \ +--header 'Authorization: Bearer ' \ +--header 'Content-Type: application/json' \ +--data-raw '{ + "max_budget": 10, + "budget_duration": 10s, # šŸ‘ˆ KEY CHANGE +}' +``` + + + ## Set Rate Limits You can set: From 2732ff5d56f617c2bec9ec85f54fd4e733aebad8 Mon Sep 17 00:00:00 2001 From: Krrish Dholakia Date: Fri, 14 Jun 2024 15:08:01 -0700 Subject: [PATCH 12/83] fix(utils.py): return traceback on unmapped exception error Fixes https://github.com/BerriAI/litellm/issues/4201 --- litellm/proxy/_experimental/out/404.html | 1 - .../proxy/_experimental/out/model_hub.html | 1 - .../proxy/_experimental/out/onboarding.html | 1 - litellm/utils.py | 19 ++++++++++++++++--- 4 files changed, 16 insertions(+), 6 deletions(-) delete mode 100644 litellm/proxy/_experimental/out/404.html delete mode 100644 litellm/proxy/_experimental/out/model_hub.html delete mode 100644 litellm/proxy/_experimental/out/onboarding.html diff --git a/litellm/proxy/_experimental/out/404.html b/litellm/proxy/_experimental/out/404.html deleted file mode 100644 index f2e61a560d..0000000000 --- a/litellm/proxy/_experimental/out/404.html +++ /dev/null @@ -1 +0,0 @@ -404: This page could not be found.LiteLLM Dashboard

404

This page could not be found.

\ No newline at end of file diff --git a/litellm/proxy/_experimental/out/model_hub.html b/litellm/proxy/_experimental/out/model_hub.html deleted file mode 100644 index 8d95f44aab..0000000000 --- a/litellm/proxy/_experimental/out/model_hub.html +++ /dev/null @@ -1 +0,0 @@ -LiteLLM Dashboard \ No newline at end of file diff --git a/litellm/proxy/_experimental/out/onboarding.html b/litellm/proxy/_experimental/out/onboarding.html deleted file mode 100644 index 7b6369ece0..0000000000 --- a/litellm/proxy/_experimental/out/onboarding.html +++ /dev/null @@ -1 +0,0 @@ -LiteLLM Dashboard \ No newline at end of file diff --git a/litellm/utils.py b/litellm/utils.py index aaf2c1b945..830c45610b 100644 --- a/litellm/utils.py +++ b/litellm/utils.py @@ -8420,7 +8420,7 @@ def exception_type( extra_information = _add_key_name_and_team_to_alert( request_info=extra_information, metadata=_metadata ) - except: + except Exception: # DO NOT LET this Block raising the original exception pass @@ -9956,6 +9956,9 @@ def exception_type( response=original_exception.response, ) else: # ensure generic errors always return APIConnectionError= + """ + For unmapped exceptions - raise the exception with traceback - https://github.com/BerriAI/litellm/issues/4201 + """ exception_mapping_worked = True if hasattr(original_exception, "request"): raise APIConnectionError( @@ -9966,7 +9969,9 @@ def exception_type( ) else: raise APIConnectionError( - message=f"{str(original_exception)}", + message="{}\n{}".format( + str(original_exception), traceback.format_exc() + ), llm_provider=custom_llm_provider, model=model, request=httpx.Request( @@ -9992,7 +9997,15 @@ def exception_type( if exception_mapping_worked: raise e else: - raise original_exception + raise APIConnectionError( + message="{}\n{}".format(original_exception, traceback.format_exc()), + llm_provider="", + model="", + request=httpx.Request( + method="POST", + url="https://www.litellm.ai/", + ), + ) def get_or_generate_uuid(): From 0404d30a9cf989af174b52b111f9946b9dde06f8 Mon Sep 17 00:00:00 2001 From: Krrish Dholakia Date: Fri, 14 Jun 2024 15:15:53 -0700 Subject: [PATCH 13/83] fix(main.py): include traceback in error string --- litellm/main.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/litellm/main.py b/litellm/main.py index 31cb8e364f..9d369a4ce9 100644 --- a/litellm/main.py +++ b/litellm/main.py @@ -368,7 +368,9 @@ async def acompletion( return response except Exception as e: verbose_logger.error( - "litellm.acompletion(): Exception occured - {}".format(str(e)) + "litellm.acompletion(): Exception occured - {}\n{}".format( + str(e), traceback.format_exc() + ) ) verbose_logger.debug(traceback.format_exc()) custom_llm_provider = custom_llm_provider or "openai" From 2d2650a2b64fc348845108170df9169d24ead097 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Fri, 14 Jun 2024 15:17:32 -0700 Subject: [PATCH 14/83] fix use safe access for router alerting --- litellm/router_utils/handle_error.py | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/litellm/router_utils/handle_error.py b/litellm/router_utils/handle_error.py index e9fb2d390d..d848fd82b1 100644 --- a/litellm/router_utils/handle_error.py +++ b/litellm/router_utils/handle_error.py @@ -26,6 +26,12 @@ async def send_llm_exception_alert( Returns: None """ + if litellm_router_instance is None: + return + + if not hasattr(litellm_router_instance, "slack_alerting_logger"): + return + if litellm_router_instance.slack_alerting_logger is None: return From 6bd7e24fdd538468e99fbcf863206732a4d5fd2a Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Fri, 14 Jun 2024 15:54:14 -0700 Subject: [PATCH 15/83] fix - team budget exceeded --- .../common_utils/management_endpoint_utils.py | 18 +++++++++++++++++- 1 file changed, 17 insertions(+), 1 deletion(-) diff --git a/litellm/proxy/common_utils/management_endpoint_utils.py b/litellm/proxy/common_utils/management_endpoint_utils.py index 2aa4f9e70a..eca385d079 100644 --- a/litellm/proxy/common_utils/management_endpoint_utils.py +++ b/litellm/proxy/common_utils/management_endpoint_utils.py @@ -26,12 +26,12 @@ def management_endpoint_wrapper(func): user_api_key_dict: UserAPIKeyAuth = ( kwargs.get("user_api_key_dict") or UserAPIKeyAuth() ) + _http_request: Request = kwargs.get("http_request") parent_otel_span = user_api_key_dict.parent_otel_span if parent_otel_span is not None: from litellm.proxy.proxy_server import open_telemetry_logger if open_telemetry_logger is not None: - _http_request: Request = kwargs.get("http_request") if _http_request: _route = _http_request.url.path _request_body: dict = await _read_request_body( @@ -51,6 +51,22 @@ def management_endpoint_wrapper(func): logging_payload=logging_payload, parent_otel_span=parent_otel_span, ) + if _http_request: + _route = _http_request.url.path + # Flush user_api_key cache if this was an update/delete call to /key, /team, or /user + if _route in [ + "/key/update", + "/key/delete", + "/team/update", + "/team/delete", + "/user/update", + "/user/delete", + "/customer/update", + "/customer/delete", + ]: + from litellm.proxy.proxy_server import user_api_key_cache + + user_api_key_cache.flush_cache() return result except Exception as e: From e18002023af4e3c4de6eb10e14042b941351e214 Mon Sep 17 00:00:00 2001 From: Krrish Dholakia Date: Fri, 14 Jun 2024 16:06:47 -0700 Subject: [PATCH 16/83] fix(slack_alerting.py): allow new 'alerting_metadata' arg Allows user to pass in additional alerting metadata for debugging --- litellm/integrations/slack_alerting.py | 60 +++++++++++++++++++++---- litellm/proxy/_super_secret_config.yaml | 4 +- litellm/proxy/utils.py | 11 ++++- litellm/tests/test_alerting.py | 23 ++++++++++ 4 files changed, 85 insertions(+), 13 deletions(-) diff --git a/litellm/integrations/slack_alerting.py b/litellm/integrations/slack_alerting.py index 21415fb6d6..2c558af07b 100644 --- a/litellm/integrations/slack_alerting.py +++ b/litellm/integrations/slack_alerting.py @@ -330,6 +330,7 @@ class SlackAlerting(CustomLogger): messages = "Message not logged. litellm.redact_messages_in_exceptions=True" request_info = f"\nRequest Model: `{model}`\nAPI Base: `{api_base}`\nMessages: `{messages}`" slow_message = f"`Responses are slow - {round(time_difference_float,2)}s response time > Alerting threshold: {self.alerting_threshold}s`" + alerting_metadata: dict = {} if time_difference_float > self.alerting_threshold: # add deployment latencies to alert if ( @@ -337,7 +338,7 @@ class SlackAlerting(CustomLogger): and "litellm_params" in kwargs and "metadata" in kwargs["litellm_params"] ): - _metadata = kwargs["litellm_params"]["metadata"] + _metadata: dict = kwargs["litellm_params"]["metadata"] request_info = litellm.utils._add_key_name_and_team_to_alert( request_info=request_info, metadata=_metadata ) @@ -349,10 +350,14 @@ class SlackAlerting(CustomLogger): request_info += ( f"\nAvailable Deployment Latencies\n{_deployment_latency_map}" ) + + if "alerting_metadata" in _metadata: + alerting_metadata = _metadata["alerting_metadata"] await self.send_alert( message=slow_message + request_info, level="Low", alert_type="llm_too_slow", + alerting_metadata=alerting_metadata, ) async def async_update_daily_reports( @@ -540,7 +545,12 @@ class SlackAlerting(CustomLogger): message += f"\n\nNext Run is at: `{time.time() + self.alerting_args.daily_report_frequency}`s" # send alert - await self.send_alert(message=message, level="Low", alert_type="daily_reports") + await self.send_alert( + message=message, + level="Low", + alert_type="daily_reports", + alerting_metadata={}, + ) return True @@ -582,6 +592,7 @@ class SlackAlerting(CustomLogger): await asyncio.sleep( self.alerting_threshold ) # Set it to 5 minutes - i'd imagine this might be different for streaming, non-streaming, non-completion (embedding + img) requests + alerting_metadata: dict = {} if ( request_data is not None and request_data.get("litellm_status", "") != "success" @@ -606,7 +617,7 @@ class SlackAlerting(CustomLogger): ): # In hanging requests sometime it has not made it to the point where the deployment is passed to the `request_data`` # in that case we fallback to the api base set in the request metadata - _metadata = request_data["metadata"] + _metadata: dict = request_data["metadata"] _api_base = _metadata.get("api_base", "") request_info = litellm.utils._add_key_name_and_team_to_alert( @@ -615,6 +626,9 @@ class SlackAlerting(CustomLogger): if _api_base is None: _api_base = "" + + if "alerting_metadata" in _metadata: + alerting_metadata = _metadata["alerting_metadata"] request_info += f"\nAPI Base: `{_api_base}`" # only alert hanging responses if they have not been marked as success alerting_message = ( @@ -640,6 +654,7 @@ class SlackAlerting(CustomLogger): message=alerting_message + request_info, level="Medium", alert_type="llm_requests_hanging", + alerting_metadata=alerting_metadata, ) async def failed_tracking_alert(self, error_message: str): @@ -650,7 +665,10 @@ class SlackAlerting(CustomLogger): result = await _cache.async_get_cache(key=_cache_key) if result is None: await self.send_alert( - message=message, level="High", alert_type="budget_alerts" + message=message, + level="High", + alert_type="budget_alerts", + alerting_metadata={}, ) await _cache.async_set_cache( key=_cache_key, @@ -751,6 +769,7 @@ class SlackAlerting(CustomLogger): level="High", alert_type="budget_alerts", user_info=webhook_event, + alerting_metadata={}, ) await _cache.async_set_cache( key=_cache_key, @@ -941,7 +960,10 @@ class SlackAlerting(CustomLogger): ) # send minor alert await self.send_alert( - message=msg, level="Medium", alert_type="outage_alerts" + message=msg, + level="Medium", + alert_type="outage_alerts", + alerting_metadata={}, ) # set to true outage_value["minor_alert_sent"] = True @@ -963,7 +985,12 @@ class SlackAlerting(CustomLogger): ) # send minor alert - await self.send_alert(message=msg, level="High", alert_type="outage_alerts") + await self.send_alert( + message=msg, + level="High", + alert_type="outage_alerts", + alerting_metadata={}, + ) # set to true outage_value["major_alert_sent"] = True @@ -1062,7 +1089,10 @@ class SlackAlerting(CustomLogger): ) # send minor alert await self.send_alert( - message=msg, level="Medium", alert_type="outage_alerts" + message=msg, + level="Medium", + alert_type="outage_alerts", + alerting_metadata={}, ) # set to true outage_value["minor_alert_sent"] = True @@ -1081,7 +1111,10 @@ class SlackAlerting(CustomLogger): ) # send minor alert await self.send_alert( - message=msg, level="High", alert_type="outage_alerts" + message=msg, + level="High", + alert_type="outage_alerts", + alerting_metadata={}, ) # set to true outage_value["major_alert_sent"] = True @@ -1143,7 +1176,10 @@ Model Info: """ alert_val = self.send_alert( - message=message, level="Low", alert_type="new_model_added" + message=message, + level="Low", + alert_type="new_model_added", + alerting_metadata={}, ) if alert_val is not None and asyncio.iscoroutine(alert_val): @@ -1368,6 +1404,7 @@ Model Info: message: str, level: Literal["Low", "Medium", "High"], alert_type: Literal[AlertType], + alerting_metadata: dict, user_info: Optional[WebhookEvent] = None, **kwargs, ): @@ -1425,6 +1462,9 @@ Model Info: if kwargs: for key, value in kwargs.items(): formatted_message += f"\n\n{key}: `{value}`\n\n" + if alerting_metadata: + for key, value in alerting_metadata.items(): + formatted_message += f"\n\n*Alerting Metadata*: \n{key}: `{value}`\n\n" if _proxy_base_url is not None: formatted_message += f"\n\nProxy URL: `{_proxy_base_url}`" @@ -1622,6 +1662,7 @@ Model Info: message=_weekly_spend_message, level="Low", alert_type="spend_reports", + alerting_metadata={}, ) except Exception as e: verbose_proxy_logger.error("Error sending weekly spend report", e) @@ -1673,6 +1714,7 @@ Model Info: message=_spend_message, level="Low", alert_type="spend_reports", + alerting_metadata={}, ) except Exception as e: verbose_proxy_logger.error("Error sending weekly spend report", e) diff --git a/litellm/proxy/_super_secret_config.yaml b/litellm/proxy/_super_secret_config.yaml index 5504d7a61c..15b8bc93e6 100644 --- a/litellm/proxy/_super_secret_config.yaml +++ b/litellm/proxy/_super_secret_config.yaml @@ -79,8 +79,8 @@ litellm_settings: failure_callback: ["langfuse"] cache: true -# general_settings: -# alerting: ["email"] +general_settings: + alerting: ["slack"] # key_management_system: "aws_kms" # key_management_settings: # hosted_keys: ["LITELLM_MASTER_KEY"] diff --git a/litellm/proxy/utils.py b/litellm/proxy/utils.py index ebe30789d7..7741e5382a 100644 --- a/litellm/proxy/utils.py +++ b/litellm/proxy/utils.py @@ -455,6 +455,7 @@ class ProxyLogging: formatted_message += f"\n\nProxy URL: `{_proxy_base_url}`" extra_kwargs = {} + alerting_metadata = {} if request_data is not None: _url = self.slack_alerting_instance._add_langfuse_trace_id_to_alert( request_data=request_data @@ -462,7 +463,12 @@ class ProxyLogging: if _url is not None: extra_kwargs["šŸŖ¢ Langfuse Trace"] = _url formatted_message += "\n\nšŸŖ¢ Langfuse Trace: {}".format(_url) - + if ( + "metadata" in request_data + and request_data["metadata"].get("alerting_metadata", None) is not None + and isinstance(request_data["metadata"]["alerting_metadata"], dict) + ): + alerting_metadata = request_data["metadata"]["alerting_metadata"] for client in self.alerting: if client == "slack": await self.slack_alerting_instance.send_alert( @@ -470,6 +476,7 @@ class ProxyLogging: level=level, alert_type=alert_type, user_info=None, + alerting_metadata=alerting_metadata, **extra_kwargs, ) elif client == "sentry": @@ -510,7 +517,7 @@ class ProxyLogging: ) if hasattr(self, "service_logging_obj"): - self.service_logging_obj.async_service_failure_hook( + await self.service_logging_obj.async_service_failure_hook( service=ServiceTypes.DB, duration=duration, error=error_message, diff --git a/litellm/tests/test_alerting.py b/litellm/tests/test_alerting.py index 9dfec3dcfa..47d9ddefc8 100644 --- a/litellm/tests/test_alerting.py +++ b/litellm/tests/test_alerting.py @@ -159,6 +159,29 @@ async def test_response_taking_too_long_callback(slack_alerting): mock_send_alert.assert_awaited_once() +@pytest.mark.asyncio +async def test_alerting_metadata(slack_alerting): + """ + Test alerting_metadata is propogated correctly for response taking too long + """ + start_time = datetime.now() + end_time = start_time + timedelta(seconds=301) + kwargs = { + "model": "test_model", + "messages": "test_messages", + "litellm_params": {"metadata": {"alerting_metadata": {"hello": "world"}}}, + } + with patch.object(slack_alerting, "send_alert", new=AsyncMock()) as mock_send_alert: + + ## RESPONSE TAKING TOO LONG + await slack_alerting.response_taking_too_long_callback( + kwargs, None, start_time, end_time + ) + mock_send_alert.assert_awaited_once() + + assert "hello" in mock_send_alert.call_args[1]["alerting_metadata"] + + # Test for budget crossed @pytest.mark.asyncio async def test_budget_alerts_crossed(slack_alerting): From 9e8eacbc77a288dede4f0976c245cf73a37025e7 Mon Sep 17 00:00:00 2001 From: Krrish Dholakia Date: Fri, 14 Jun 2024 16:20:54 -0700 Subject: [PATCH 17/83] test(test_alerting.py): fix tests --- litellm/tests/test_alerting.py | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/litellm/tests/test_alerting.py b/litellm/tests/test_alerting.py index 47d9ddefc8..ef2ed40c3d 100644 --- a/litellm/tests/test_alerting.py +++ b/litellm/tests/test_alerting.py @@ -227,7 +227,9 @@ async def test_send_alert(slack_alerting): slack_alerting.async_http_handler, "post", new=AsyncMock() ) as mock_post: mock_post.return_value.status_code = 200 - await slack_alerting.send_alert("Test message", "Low", "budget_alerts") + await slack_alerting.send_alert( + "Test message", "Low", "budget_alerts", alerting_metadata={} + ) mock_post.assert_awaited_once() @@ -286,7 +288,7 @@ async def test_daily_reports_completion(slack_alerting): await asyncio.sleep(3) response_val = await slack_alerting.send_daily_reports(router=router) - assert response_val == True + assert response_val is True mock_send_alert.assert_awaited_once() @@ -311,7 +313,7 @@ async def test_daily_reports_completion(slack_alerting): await asyncio.sleep(3) response_val = await slack_alerting.send_daily_reports(router=router) - assert response_val == True + assert response_val is True mock_send_alert.assert_awaited() From 75d5609705798868275e5f9ec0412c3496e2ebf6 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Fri, 14 Jun 2024 17:00:43 -0700 Subject: [PATCH 18/83] send team_alias on team budget alerts --- litellm/proxy/proxy_server.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index 901267d929..fe2401596e 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -1269,6 +1269,8 @@ async def user_api_key_auth( spend=valid_token.team_spend, max_budget=valid_token.team_max_budget, user_id=valid_token.user_id, + team_id=valid_token.team_id, + team_alias=valid_token.team_alias, ) asyncio.create_task( proxy_logging_obj.budget_alerts( From b31c084b5372a712dc1c051b8d0cd17aaa7aa7a4 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Fri, 14 Jun 2024 17:05:59 -0700 Subject: [PATCH 19/83] add team_alias in alerting info --- litellm/proxy/_types.py | 1 + 1 file changed, 1 insertion(+) diff --git a/litellm/proxy/_types.py b/litellm/proxy/_types.py index ccc8ed3479..7d272933dd 100644 --- a/litellm/proxy/_types.py +++ b/litellm/proxy/_types.py @@ -1362,6 +1362,7 @@ class CallInfo(LiteLLMBase): customer_id: Optional[str] = None user_id: Optional[str] = None team_id: Optional[str] = None + team_alias: Optional[str] = None user_email: Optional[str] = None key_alias: Optional[str] = None projected_exceeded_date: Optional[str] = None From 6f715b4782d43e26468e13da4fa236abb148003a Mon Sep 17 00:00:00 2001 From: Krrish Dholakia Date: Fri, 14 Jun 2024 17:15:44 -0700 Subject: [PATCH 20/83] feat(router.py): support content policy fallbacks Closes https://github.com/BerriAI/litellm/issues/2632 --- litellm/__init__.py | 1 + litellm/exceptions.py | 12 ++- litellm/main.py | 4 +- litellm/router.py | 105 ++++++++++++++++++++++++- litellm/tests/test_router_fallbacks.py | 56 +++++++++++++ litellm/utils.py | 52 ++++++------ 6 files changed, 197 insertions(+), 33 deletions(-) diff --git a/litellm/__init__.py b/litellm/__init__.py index 15f562d159..6ecf70d0d7 100644 --- a/litellm/__init__.py +++ b/litellm/__init__.py @@ -240,6 +240,7 @@ num_retries: Optional[int] = None # per model endpoint default_fallbacks: Optional[List] = None fallbacks: Optional[List] = None context_window_fallbacks: Optional[List] = None +content_policy_fallbacks: Optional[List] = None allowed_fails: int = 0 num_retries_per_request: Optional[int] = ( None # for the request overall (incl. fallbacks + model retries) diff --git a/litellm/exceptions.py b/litellm/exceptions.py index 8b102d791b..9674d48b12 100644 --- a/litellm/exceptions.py +++ b/litellm/exceptions.py @@ -324,7 +324,7 @@ class ContextWindowExceededError(BadRequestError): # type: ignore message, model, llm_provider, - response: httpx.Response, + response: Optional[httpx.Response] = None, litellm_debug_info: Optional[str] = None, ): self.status_code = 400 @@ -332,11 +332,13 @@ class ContextWindowExceededError(BadRequestError): # type: ignore self.model = model self.llm_provider = llm_provider self.litellm_debug_info = litellm_debug_info + request = httpx.Request(method="POST", url="https://api.openai.com/v1") + self.response = response or httpx.Response(status_code=400, request=request) super().__init__( message=self.message, model=self.model, # type: ignore llm_provider=self.llm_provider, # type: ignore - response=response, + response=self.response, litellm_debug_info=self.litellm_debug_info, ) # Call the base class constructor with the parameters it needs @@ -407,7 +409,7 @@ class ContentPolicyViolationError(BadRequestError): # type: ignore message, model, llm_provider, - response: httpx.Response, + response: Optional[httpx.Response] = None, litellm_debug_info: Optional[str] = None, ): self.status_code = 400 @@ -415,11 +417,13 @@ class ContentPolicyViolationError(BadRequestError): # type: ignore self.model = model self.llm_provider = llm_provider self.litellm_debug_info = litellm_debug_info + request = httpx.Request(method="POST", url="https://api.openai.com/v1") + self.response = response or httpx.Response(status_code=500, request=request) super().__init__( message=self.message, model=self.model, # type: ignore llm_provider=self.llm_provider, # type: ignore - response=response, + response=self.response, litellm_debug_info=self.litellm_debug_info, ) # Call the base class constructor with the parameters it needs diff --git a/litellm/main.py b/litellm/main.py index 9d369a4ce9..77fe38fd2d 100644 --- a/litellm/main.py +++ b/litellm/main.py @@ -401,6 +401,7 @@ def mock_completion( stream: Optional[bool] = False, mock_response: Union[str, Exception] = "This is a mock request", logging=None, + custom_llm_provider=None, **kwargs, ): """ @@ -438,7 +439,7 @@ def mock_completion( raise litellm.APIError( status_code=getattr(mock_response, "status_code", 500), # type: ignore message=getattr(mock_response, "text", str(mock_response)), - llm_provider=getattr(mock_response, "llm_provider", "openai"), # type: ignore + llm_provider=getattr(mock_response, "llm_provider", custom_llm_provider or "openai"), # type: ignore model=model, # type: ignore request=httpx.Request(method="POST", url="https://api.openai.com/v1/"), ) @@ -907,6 +908,7 @@ def completion( logging=logging, acompletion=acompletion, mock_delay=kwargs.get("mock_delay", None), + custom_llm_provider=custom_llm_provider, ) if custom_llm_provider == "azure": # azure configs diff --git a/litellm/router.py b/litellm/router.py index 4d7a36a386..b8844fd336 100644 --- a/litellm/router.py +++ b/litellm/router.py @@ -108,6 +108,7 @@ class Router: ] = None, # generic fallbacks, works across all deployments fallbacks: List = [], context_window_fallbacks: List = [], + content_policy_fallbacks: List = [], model_group_alias: Optional[dict] = {}, enable_pre_call_checks: bool = False, retry_after: int = 0, # min time to wait before retrying a failed request @@ -311,6 +312,12 @@ class Router: self.context_window_fallbacks = ( context_window_fallbacks or litellm.context_window_fallbacks ) + + _content_policy_fallbacks = ( + content_policy_fallbacks or litellm.content_policy_fallbacks + ) + self.validate_fallbacks(fallback_param=_content_policy_fallbacks) + self.content_policy_fallbacks = _content_policy_fallbacks self.total_calls: defaultdict = defaultdict( int ) # dict to store total calls made to each model @@ -1998,6 +2005,9 @@ class Router: context_window_fallbacks = kwargs.get( "context_window_fallbacks", self.context_window_fallbacks ) + content_policy_fallbacks = kwargs.get( + "content_policy_fallbacks", self.content_policy_fallbacks + ) try: if mock_testing_fallbacks is not None and mock_testing_fallbacks == True: raise Exception( @@ -2016,7 +2026,10 @@ class Router: if ( hasattr(e, "status_code") and e.status_code == 400 # type: ignore - and not isinstance(e, litellm.ContextWindowExceededError) + and not ( + isinstance(e, litellm.ContextWindowExceededError) + or isinstance(e, litellm.ContentPolicyViolationError) + ) ): # don't retry a malformed request raise e if ( @@ -2034,6 +2047,39 @@ class Router: if fallback_model_group is None: raise original_exception + for mg in fallback_model_group: + """ + Iterate through the model groups and try calling that deployment + """ + try: + kwargs["model"] = mg + kwargs.setdefault("metadata", {}).update( + {"model_group": mg} + ) # update model_group used, if fallbacks are done + response = await self.async_function_with_retries( + *args, **kwargs + ) + verbose_router_logger.info( + "Successful fallback b/w models." + ) + return response + except Exception as e: + pass + elif ( + isinstance(e, litellm.ContentPolicyViolationError) + and content_policy_fallbacks is not None + ): + fallback_model_group = None + for ( + item + ) in content_policy_fallbacks: # [{"gpt-3.5-turbo": ["gpt-4"]}] + if list(item.keys())[0] == model_group: + fallback_model_group = item[model_group] + break + + if fallback_model_group is None: + raise original_exception + for mg in fallback_model_group: """ Iterate through the model groups and try calling that deployment @@ -2114,6 +2160,9 @@ class Router: context_window_fallbacks = kwargs.pop( "context_window_fallbacks", self.context_window_fallbacks ) + content_policy_fallbacks = kwargs.pop( + "content_policy_fallbacks", self.content_policy_fallbacks + ) num_retries = kwargs.pop("num_retries") @@ -2141,6 +2190,7 @@ class Router: healthy_deployments=_healthy_deployments, context_window_fallbacks=context_window_fallbacks, regular_fallbacks=fallbacks, + content_policy_fallbacks=content_policy_fallbacks, ) # decides how long to sleep before retry @@ -2206,10 +2256,12 @@ class Router: error: Exception, healthy_deployments: Optional[List] = None, context_window_fallbacks: Optional[List] = None, + content_policy_fallbacks: Optional[List] = None, regular_fallbacks: Optional[List] = None, ): """ 1. raise an exception for ContextWindowExceededError if context_window_fallbacks is not None + 2. raise an exception for ContentPolicyViolationError if content_policy_fallbacks is not None 2. raise an exception for RateLimitError if - there are no fallbacks @@ -2219,13 +2271,19 @@ class Router: if healthy_deployments is not None and isinstance(healthy_deployments, list): _num_healthy_deployments = len(healthy_deployments) - ### CHECK IF RATE LIMIT / CONTEXT WINDOW ERROR w/ fallbacks available / Bad Request Error + ### CHECK IF RATE LIMIT / CONTEXT WINDOW ERROR / CONTENT POLICY VIOLATION ERROR w/ fallbacks available / Bad Request Error if ( isinstance(error, litellm.ContextWindowExceededError) and context_window_fallbacks is not None ): raise error + if ( + isinstance(error, litellm.ContentPolicyViolationError) + and content_policy_fallbacks is not None + ): + raise error + # Error we should only retry if there are other deployments if isinstance(error, openai.RateLimitError): if ( @@ -2256,6 +2314,9 @@ class Router: context_window_fallbacks = kwargs.get( "context_window_fallbacks", self.context_window_fallbacks ) + content_policy_fallbacks = kwargs.get( + "content_policy_fallbacks", self.content_policy_fallbacks + ) try: if mock_testing_fallbacks is not None and mock_testing_fallbacks == True: raise Exception( @@ -2271,7 +2332,10 @@ class Router: if ( hasattr(e, "status_code") and e.status_code == 400 # type: ignore - and not isinstance(e, litellm.ContextWindowExceededError) + and not ( + isinstance(e, litellm.ContextWindowExceededError) + or isinstance(e, litellm.ContentPolicyViolationError) + ) ): # don't retry a malformed request raise e @@ -2294,6 +2358,37 @@ class Router: if fallback_model_group is None: raise original_exception + for mg in fallback_model_group: + """ + Iterate through the model groups and try calling that deployment + """ + try: + ## LOGGING + kwargs = self.log_retry(kwargs=kwargs, e=original_exception) + kwargs["model"] = mg + kwargs.setdefault("metadata", {}).update( + {"model_group": mg} + ) # update model_group used, if fallbacks are done + response = self.function_with_fallbacks(*args, **kwargs) + return response + except Exception as e: + pass + elif ( + isinstance(e, litellm.ContentPolicyViolationError) + and content_policy_fallbacks is not None + ): + fallback_model_group = None + + for ( + item + ) in content_policy_fallbacks: # [{"gpt-3.5-turbo": ["gpt-4"]}] + if list(item.keys())[0] == model_group: + fallback_model_group = item[model_group] + break + + if fallback_model_group is None: + raise original_exception + for mg in fallback_model_group: """ Iterate through the model groups and try calling that deployment @@ -2400,6 +2495,9 @@ class Router: context_window_fallbacks = kwargs.pop( "context_window_fallbacks", self.context_window_fallbacks ) + content_policy_fallbacks = kwargs.pop( + "content_policy_fallbacks", self.content_policy_fallbacks + ) try: # if the function call is successful, no exception will be raised and we'll break out of the loop @@ -2419,6 +2517,7 @@ class Router: healthy_deployments=_healthy_deployments, context_window_fallbacks=context_window_fallbacks, regular_fallbacks=fallbacks, + content_policy_fallbacks=content_policy_fallbacks, ) # decides how long to sleep before retry diff --git a/litellm/tests/test_router_fallbacks.py b/litellm/tests/test_router_fallbacks.py index c6e0e54111..545eb23db3 100644 --- a/litellm/tests/test_router_fallbacks.py +++ b/litellm/tests/test_router_fallbacks.py @@ -1109,3 +1109,59 @@ async def test_client_side_fallbacks_list(sync_mode): assert isinstance(response, litellm.ModelResponse) assert response.model is not None and response.model == "gpt-4o" + + +@pytest.mark.parametrize("sync_mode", [True, False]) +@pytest.mark.asyncio +async def test_router_content_policy_fallbacks(sync_mode): + os.environ["LITELLM_LOG"] = "DEBUG" + router = Router( + model_list=[ + { + "model_name": "claude-2", + "litellm_params": { + "model": "claude-2", + "api_key": "", + "mock_response": Exception("content filtering policy"), + }, + }, + { + "model_name": "my-fallback-model", + "litellm_params": { + "model": "claude-2", + "api_key": "", + "mock_response": "This works!", + }, + }, + { + "model_name": "my-general-model", + "litellm_params": { + "model": "claude-2", + "api_key": "", + "mock_response": Exception("Should not have called this."), + }, + }, + { + "model_name": "my-context-window-model", + "litellm_params": { + "model": "claude-2", + "api_key": "", + "mock_response": Exception("Should not have called this."), + }, + }, + ], + content_policy_fallbacks=[{"claude-2": ["my-fallback-model"]}], + fallbacks=[{"claude-2": ["my-general-model"]}], + context_window_fallbacks=[{"claude-2": ["my-context-window-model"]}], + ) + + if sync_mode is True: + response = router.completion( + model="claude-2", + messages=[{"role": "user", "content": "Hey, how's it going?"}], + ) + else: + response = await router.acompletion( + model="claude-2", + messages=[{"role": "user", "content": "Hey, how's it going?"}], + ) diff --git a/litellm/utils.py b/litellm/utils.py index 830c45610b..7f37bcf7c5 100644 --- a/litellm/utils.py +++ b/litellm/utils.py @@ -3436,6 +3436,7 @@ def client(original_function): isinstance(e, litellm.exceptions.ContextWindowExceededError) and context_window_fallback_dict and model in context_window_fallback_dict + and not _is_litellm_router_call ): if len(args) > 0: args[0] = context_window_fallback_dict[model] @@ -8637,32 +8638,33 @@ def exception_type( ), ) elif custom_llm_provider == "anthropic": # one of the anthropics - if hasattr(original_exception, "message"): - if ( - "prompt is too long" in original_exception.message - or "prompt: length" in original_exception.message - ): - exception_mapping_worked = True - raise ContextWindowExceededError( - message=original_exception.message, - model=model, - llm_provider="anthropic", - response=original_exception.response, - ) - if "Invalid API Key" in original_exception.message: - exception_mapping_worked = True - raise AuthenticationError( - message=original_exception.message, - model=model, - llm_provider="anthropic", - response=original_exception.response, - ) + if "prompt is too long" in error_str or "prompt: length" in error_str: + exception_mapping_worked = True + raise ContextWindowExceededError( + message=error_str, + model=model, + llm_provider="anthropic", + ) + if "Invalid API Key" in error_str: + exception_mapping_worked = True + raise AuthenticationError( + message=error_str, + model=model, + llm_provider="anthropic", + ) + if "content filtering policy" in error_str: + exception_mapping_worked = True + raise ContentPolicyViolationError( + message=error_str, + model=model, + llm_provider="anthropic", + ) if hasattr(original_exception, "status_code"): print_verbose(f"status_code: {original_exception.status_code}") if original_exception.status_code == 401: exception_mapping_worked = True raise AuthenticationError( - message=f"AnthropicException - {original_exception.message}", + message=f"AnthropicException - {error_str}", llm_provider="anthropic", model=model, response=original_exception.response, @@ -8673,7 +8675,7 @@ def exception_type( ): exception_mapping_worked = True raise BadRequestError( - message=f"AnthropicException - {original_exception.message}", + message=f"AnthropicException - {error_str}", model=model, llm_provider="anthropic", response=original_exception.response, @@ -8681,14 +8683,14 @@ def exception_type( elif original_exception.status_code == 408: exception_mapping_worked = True raise Timeout( - message=f"AnthropicException - {original_exception.message}", + message=f"AnthropicException - {error_str}", model=model, llm_provider="anthropic", ) elif original_exception.status_code == 429: exception_mapping_worked = True raise RateLimitError( - message=f"AnthropicException - {original_exception.message}", + message=f"AnthropicException - {error_str}", llm_provider="anthropic", model=model, response=original_exception.response, @@ -8697,7 +8699,7 @@ def exception_type( exception_mapping_worked = True raise APIError( status_code=500, - message=f"AnthropicException - {original_exception.message}. Handle with `litellm.APIError`.", + message=f"AnthropicException - {error_str}. Handle with `litellm.APIError`.", llm_provider="anthropic", model=model, request=original_exception.request, From 52b54da35466cb40d57bc975edbd86ae40b231a9 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Fri, 14 Jun 2024 17:38:33 -0700 Subject: [PATCH 21/83] fix -better debugging before sending emails --- litellm/proxy/utils.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/litellm/proxy/utils.py b/litellm/proxy/utils.py index ebe30789d7..a04bd87995 100644 --- a/litellm/proxy/utils.py +++ b/litellm/proxy/utils.py @@ -1960,6 +1960,9 @@ async def send_email(receiver_email, subject, html): email_message["From"] = sender_email email_message["To"] = receiver_email email_message["Subject"] = subject + verbose_proxy_logger.debug( + "sending email from %s to %s", sender_email, receiver_email + ) # Attach the body to the email email_message.attach(MIMEText(html, "html")) From 84b281bf2a59f5841dc1cdba1dcc5e65f75123da Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Fri, 14 Jun 2024 18:36:04 -0700 Subject: [PATCH 22/83] feat - send email alert to team members --- litellm/integrations/email_alerting.py | 136 +++++++++++++++++++++++++ 1 file changed, 136 insertions(+) create mode 100644 litellm/integrations/email_alerting.py diff --git a/litellm/integrations/email_alerting.py b/litellm/integrations/email_alerting.py new file mode 100644 index 0000000000..0a959433e1 --- /dev/null +++ b/litellm/integrations/email_alerting.py @@ -0,0 +1,136 @@ +""" +Functions for sending Email Alerts +""" + +import os +from typing import Optional, List +from litellm.proxy._types import WebhookEvent +import asyncio +from litellm._logging import verbose_logger, verbose_proxy_logger + +# we use this for the email header, please send a test email if you change this. verify it looks good on email +LITELLM_LOGO_URL = "https://litellm-listing.s3.amazonaws.com/litellm_logo.png" +LITELLM_SUPPORT_CONTACT = "support@berri.ai" + + +async def get_all_team_member_emails(team_id: Optional[str] = None) -> list: + verbose_logger.debug( + "Email Alerting: Getting all team members for team_id=%s", team_id + ) + if team_id is None: + return [] + from litellm.proxy.proxy_server import premium_user, prisma_client + + if prisma_client is None: + raise Exception("Not connected to DB!") + + team_row = await prisma_client.db.litellm_teamtable.find_unique( + where={ + "team_id": team_id, + } + ) + + if team_row is None: + return [] + + _team_members = team_row.members_with_roles + verbose_logger.debug( + "Email Alerting: Got team members for team_id=%s Team Members: %s", + team_id, + _team_members, + ) + _team_member_user_ids: List[str] = [] + for member in _team_members: + if member and isinstance(member, dict) and member.get("user_id") is not None: + _team_member_user_ids.append(member.get("user_id")) + + sql_query = """ + SELECT user_email + FROM "LiteLLM_UserTable" + WHERE user_id = ANY($1::TEXT[]); + """ + + _result = await prisma_client.db.query_raw(sql_query, _team_member_user_ids) + + verbose_logger.debug("Email Alerting: Got all Emails for team, emails=%s", _result) + + if _result is None: + return [] + + emails = [] + for user in _result: + if user and isinstance(user, dict) and user.get("user_email", None) is not None: + emails.append(user.get("user_email")) + return emails + + +async def send_team_budget_alert(webhook_event: WebhookEvent) -> bool: + """ + Send an Email Alert to All Team Members when the Team Budget is crossed + Returns -> True if sent, False if not. + """ + from litellm.proxy.utils import send_email + + from litellm.proxy.proxy_server import premium_user, prisma_client + + _team_id = webhook_event.team_id + team_alias = webhook_event.team_alias + verbose_logger.debug( + "Email Alerting: Sending Team Budget Alert for team=%s", team_alias + ) + + email_logo_url = os.getenv("SMTP_SENDER_LOGO", os.getenv("EMAIL_LOGO_URL", None)) + email_support_contact = os.getenv("EMAIL_SUPPORT_CONTACT", None) + + # await self._check_if_using_premium_email_feature( + # premium_user, email_logo_url, email_support_contact + # ) + + if email_logo_url is None: + email_logo_url = LITELLM_LOGO_URL + if email_support_contact is None: + email_support_contact = LITELLM_SUPPORT_CONTACT + recipient_emails = await get_all_team_member_emails(_team_id) + recipient_emails_str: str = ",".join(recipient_emails) + verbose_logger.debug( + "Email Alerting: Sending team budget alert to %s", recipient_emails_str + ) + + event_name = webhook_event.event_message + max_budget = webhook_event.max_budget + email_html_content = "Alert from LiteLLM Server" + + if recipient_emails_str is None: + verbose_proxy_logger.error( + "Email Alerting: Trying to send email alert to no recipient, got recipient_emails=%s", + recipient_emails_str, + ) + + email_html_content = f""" + LiteLLM Logo
+ + Budget Crossed for Team {team_alias}
+ + Your Teams LLM API usage has crossed it's budget of ${max_budget} , current spend is ${webhook_event.spend}

+ + API requests will be rejected until either (a) you increase your budget or (b) your budget gets reset

+ + If you have any questions, please send an email to {email_support_contact}

+ + Best,
+ The LiteLLM team
+ """ + + email_event = { + "to": recipient_emails_str, + "subject": f"LiteLLM: {event_name}", + "html": email_html_content, + } + + await send_email( + receiver_email=email_event["to"], + subject=email_event["subject"], + html=email_event["html"], + ) + + return False From f6d0c6c2729c38761b2b137cb2fa1c3ccb4bb201 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Fri, 14 Jun 2024 18:40:56 -0700 Subject: [PATCH 23/83] add email alerting for budgets --- litellm/integrations/slack_alerting.py | 17 ++++++++++++----- 1 file changed, 12 insertions(+), 5 deletions(-) diff --git a/litellm/integrations/slack_alerting.py b/litellm/integrations/slack_alerting.py index 21415fb6d6..2adc16349f 100644 --- a/litellm/integrations/slack_alerting.py +++ b/litellm/integrations/slack_alerting.py @@ -1297,7 +1297,9 @@ Model Info: verbose_proxy_logger.error("Error sending email alert %s", str(e)) return False - async def send_email_alert_using_smtp(self, webhook_event: WebhookEvent) -> bool: + async def send_email_alert_using_smtp( + self, webhook_event: WebhookEvent, alert_type: str + ) -> bool: """ Sends structured Email alert to an SMTP server @@ -1306,7 +1308,6 @@ Model Info: Returns -> True if sent, False if not. """ from litellm.proxy.utils import send_email - from litellm.proxy.proxy_server import premium_user, prisma_client email_logo_url = os.getenv( @@ -1361,6 +1362,10 @@ Model Info: html=email_event["html"], ) + from litellm.integrations.email_alerting import send_team_budget_alert + + await send_team_budget_alert(webhook_event=webhook_event) + return False async def send_alert( @@ -1401,7 +1406,9 @@ Model Info: and user_info is not None ): # only send budget alerts over Email - await self.send_email_alert_using_smtp(webhook_event=user_info) + await self.send_email_alert_using_smtp( + webhook_event=user_info, alert_type=alert_type + ) if "slack" not in self.alerting: return @@ -1440,7 +1447,7 @@ Model Info: slack_webhook_url = os.getenv("SLACK_WEBHOOK_URL", None) if slack_webhook_url is None: - raise Exception("Missing SLACK_WEBHOOK_URL from environment") + raise ValueError("Missing SLACK_WEBHOOK_URL from environment") payload = {"text": formatted_message} headers = {"Content-type": "application/json"} @@ -1453,7 +1460,7 @@ Model Info: pass else: verbose_proxy_logger.debug( - "Error sending slack alert. Error=", response.text + "Error sending slack alert. Error={}".format(response.text) ) async def async_log_success_event(self, kwargs, response_obj, start_time, end_time): From eafcd5effa2d7f295c1fa088447258073b78b45e Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Fri, 14 Jun 2024 18:41:51 -0700 Subject: [PATCH 24/83] fix show email on config --- litellm/proxy/proxy_config.yaml | 1 + 1 file changed, 1 insertion(+) diff --git a/litellm/proxy/proxy_config.yaml b/litellm/proxy/proxy_config.yaml index 015e53ef15..27d49a33dd 100644 --- a/litellm/proxy/proxy_config.yaml +++ b/litellm/proxy/proxy_config.yaml @@ -20,6 +20,7 @@ model_list: general_settings: master_key: sk-1234 + alerting: ["slack", "email"] litellm_settings: success_callback: ["prometheus"] From 0ec52e57b42406603ab4e2c07e4a14bc1a722bdc Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Fri, 14 Jun 2024 18:52:13 -0700 Subject: [PATCH 25/83] fix - send team budget crossed --- litellm/integrations/slack_alerting.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/litellm/integrations/slack_alerting.py b/litellm/integrations/slack_alerting.py index 2adc16349f..38cdc9ef86 100644 --- a/litellm/integrations/slack_alerting.py +++ b/litellm/integrations/slack_alerting.py @@ -1361,10 +1361,10 @@ Model Info: subject=email_event["subject"], html=email_event["html"], ) + if webhook_event.event_group == "team": + from litellm.integrations.email_alerting import send_team_budget_alert - from litellm.integrations.email_alerting import send_team_budget_alert - - await send_team_budget_alert(webhook_event=webhook_event) + await send_team_budget_alert(webhook_event=webhook_event) return False From 4eca63ede65848388b59f4a65fb77fa27648014b Mon Sep 17 00:00:00 2001 From: Krrish Dholakia Date: Fri, 14 Jun 2024 19:04:16 -0700 Subject: [PATCH 26/83] docs(alerting.md): add alerting metadata to docs --- docs/my-website/docs/proxy/alerting.md | 61 ++++++++++++++-------- docs/my-website/img/alerting_metadata.png | Bin 0 -> 211667 bytes 2 files changed, 40 insertions(+), 21 deletions(-) create mode 100644 docs/my-website/img/alerting_metadata.png diff --git a/docs/my-website/docs/proxy/alerting.md b/docs/my-website/docs/proxy/alerting.md index 5584267569..08030f4784 100644 --- a/docs/my-website/docs/proxy/alerting.md +++ b/docs/my-website/docs/proxy/alerting.md @@ -32,41 +32,33 @@ Get a slack webhook url from https://api.slack.com/messaging/webhooks You can also use Discord Webhooks, see [here](#using-discord-webhooks) -### Step 2: Update config.yaml -- Set `SLACK_WEBHOOK_URL` in your proxy env to enable Slack alerts. -- Just for testing purposes, let's save a bad key to our proxy. +Set `SLACK_WEBHOOK_URL` in your proxy env to enable Slack alerts. + +```bash +export SLACK_WEBHOOK_URL="https://hooks.slack.com/services/<>/<>/<>" +``` + +### Step 2: Setup Proxy ```yaml -model_list: - model_name: "azure-model" - litellm_params: - model: "azure/gpt-35-turbo" - api_key: "my-bad-key" # šŸ‘ˆ bad key - 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/<>/<>/<>" - SLACK_DAILY_REPORT_FREQUENCY: "86400" # 24 hours; Optional: defaults to 12 hours ``` - -### Step 3: Start proxy - +Start proxy ```bash $ litellm --config /path/to/config.yaml ``` -## Testing Alerting is Setup Correctly -Make a GET request to `/health/services`, expect to see a test slack alert in your provided webhook slack channel +### Step 3: Test it! -```shell -curl -X GET 'http://localhost:4000/health/services?service=slack' \ - -H 'Authorization: Bearer sk-1234' + +```bash +curl -X GET 'http://0.0.0.0:4000/health/services?service=slack' \ +-H 'Authorization: Bearer sk-1234' ``` ## Advanced - Redacting Messages from Alerts @@ -84,7 +76,34 @@ litellm_settings: ``` +## Advanced - Add Metadata to alerts +Add alerting metadata to proxy calls for debugging. + +```python +import openai +client = openai.OpenAI( + api_key="anything", + base_url="http://0.0.0.0:4000" +) + +# request sent to model set on litellm proxy, `litellm --model` +response = client.chat.completions.create( + model="gpt-3.5-turbo", + messages = [], + extra_body={ + "metadata": { + "alerting_metadata": { + "hello": "world" + } + } + } +) +``` + +**Expected Response** + + ## Advanced - Opting into specific alert types diff --git a/docs/my-website/img/alerting_metadata.png b/docs/my-website/img/alerting_metadata.png new file mode 100644 index 0000000000000000000000000000000000000000..e75f0c72bfe83689dadffd06696b719edbf34b65 GIT binary patch literal 211667 zcmeFZhd-PBzdvpiEk(6O?a?Z&b*t8_(U#JxReNjgyC<_Et4&#!N`es=a3r zv3HCb5d`_A_vf77`999g{TCdMN91z3@}95xe7@cZ*HBZUrevlhA|j%Gp{($lh=^Q( zi0G2kWpctD#EuSv@J8(MTInfKX&>tv;SV1x{TJ4%szmn**O!Sd5i=8!{dt7&k|k#O z|F54D^AVB$eV>Gg=z|^6rT=3?5e zlKS&8?b4P?!rK*BWdjc)A_ks6FX9)k@BAhrk|%nh@I>2(cmqWNU>(IA?!e*q69j8J z>MdBxzNpfgr#io){dSj&>?;wM4DnMwu1&1EGS3w*nH+gryAh426pWnTu+|HvWnYXJ 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z$GwM0zz}ITHb9idvmzveni$C1F?%)jr{$hWG_LL%!U7BwCh>GKxT@}EtGQJ_}6t|i-60}J9aY@ABsHp?$31X|MjQ&o`VpS2%gi~Z-0~}4PV5B mKiFmY(|r8?*APpBOMFFpcw1vOG9C~3QGcLwzx19(=>G!}MRKYD literal 0 HcmV?d00001 From 408899dac8f9bf20a40f9af6ccaedba418ba21ff Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Fri, 14 Jun 2024 19:48:22 -0700 Subject: [PATCH 27/83] fix - send emails on crossing team budget --- litellm/integrations/email_alerting.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/litellm/integrations/email_alerting.py b/litellm/integrations/email_alerting.py index 0a959433e1..434efb63b0 100644 --- a/litellm/integrations/email_alerting.py +++ b/litellm/integrations/email_alerting.py @@ -107,9 +107,9 @@ async def send_team_budget_alert(webhook_event: WebhookEvent) -> bool: ) email_html_content = f""" - LiteLLM Logo
+ LiteLLM Logo


- Budget Crossed for Team {team_alias}
+ Budget Crossed for Team {team_alias}

Your Teams LLM API usage has crossed it's budget of ${max_budget} , current spend is ${webhook_event.spend}

@@ -123,7 +123,7 @@ async def send_team_budget_alert(webhook_event: WebhookEvent) -> bool: email_event = { "to": recipient_emails_str, - "subject": f"LiteLLM: {event_name}", + "subject": f"LiteLLM {event_name} for Team {team_alias}", "html": email_html_content, } From 09b1d52ea19289953185e097f94a700e056fa104 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Fri, 14 Jun 2024 20:11:16 -0700 Subject: [PATCH 28/83] fix send emails to team members --- .../common_utils/management_endpoint_utils.py | 90 ++++++++++--------- litellm/proxy/proxy_server.py | 2 +- 2 files changed, 49 insertions(+), 43 deletions(-) diff --git a/litellm/proxy/common_utils/management_endpoint_utils.py b/litellm/proxy/common_utils/management_endpoint_utils.py index eca385d079..2b4465caf7 100644 --- a/litellm/proxy/common_utils/management_endpoint_utils.py +++ b/litellm/proxy/common_utils/management_endpoint_utils.py @@ -2,6 +2,7 @@ from datetime import datetime from functools import wraps from litellm.proxy._types import UserAPIKeyAuth, ManagementEndpointLoggingPayload from litellm.proxy.common_utils.http_parsing_utils import _read_request_body +from litellm._logging import verbose_logger from fastapi import Request @@ -20,53 +21,58 @@ def management_endpoint_wrapper(func): try: result = await func(*args, **kwargs) end_time = datetime.now() + try: + if kwargs is None: + kwargs = {} + user_api_key_dict: UserAPIKeyAuth = ( + kwargs.get("user_api_key_dict") or UserAPIKeyAuth() + ) + _http_request: Request = kwargs.get("http_request") + parent_otel_span = user_api_key_dict.parent_otel_span + if parent_otel_span is not None: + from litellm.proxy.proxy_server import open_telemetry_logger - if kwargs is None: - kwargs = {} - user_api_key_dict: UserAPIKeyAuth = ( - kwargs.get("user_api_key_dict") or UserAPIKeyAuth() - ) - _http_request: Request = kwargs.get("http_request") - parent_otel_span = user_api_key_dict.parent_otel_span - if parent_otel_span is not None: - from litellm.proxy.proxy_server import open_telemetry_logger + if open_telemetry_logger is not None: + if _http_request: + _route = _http_request.url.path + _request_body: dict = await _read_request_body( + request=_http_request + ) + _response = dict(result) if result is not None else None + + logging_payload = ManagementEndpointLoggingPayload( + route=_route, + request_data=_request_body, + response=_response, + start_time=start_time, + end_time=end_time, + ) + + await open_telemetry_logger.async_management_endpoint_success_hook( + logging_payload=logging_payload, + parent_otel_span=parent_otel_span, + ) - if open_telemetry_logger is not None: if _http_request: _route = _http_request.url.path - _request_body: dict = await _read_request_body( - request=_http_request - ) - _response = dict(result) if result is not None else None + # Flush user_api_key cache if this was an update/delete call to /key, /team, or /user + if _route in [ + "/key/update", + "/key/delete", + "/team/update", + "/team/delete", + "/user/update", + "/user/delete", + "/customer/update", + "/customer/delete", + ]: + from litellm.proxy.proxy_server import user_api_key_cache - logging_payload = ManagementEndpointLoggingPayload( - route=_route, - request_data=_request_body, - response=_response, - start_time=start_time, - end_time=end_time, - ) - - await open_telemetry_logger.async_management_endpoint_success_hook( - logging_payload=logging_payload, - parent_otel_span=parent_otel_span, - ) - if _http_request: - _route = _http_request.url.path - # Flush user_api_key cache if this was an update/delete call to /key, /team, or /user - if _route in [ - "/key/update", - "/key/delete", - "/team/update", - "/team/delete", - "/user/update", - "/user/delete", - "/customer/update", - "/customer/delete", - ]: - from litellm.proxy.proxy_server import user_api_key_cache - - user_api_key_cache.flush_cache() + user_api_key_cache.flush_cache() + except Exception as e: + # Non-Blocking Exception + verbose_logger.debug("Error in management endpoint wrapper: %s", str(e)) + pass return result except Exception as e: diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index fe2401596e..ff44d4154b 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -8915,7 +8915,7 @@ async def new_user(data: NewUserRequest): ), ), http_request=Request( - scope={"type": "http"}, + scope={"type": "http", "path": "/user/new"}, ), ) From b6fee33307c0363011d24444b910b0b014161286 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Fri, 14 Jun 2024 20:23:10 -0700 Subject: [PATCH 29/83] fix redact_message_input_output_from_logging --- litellm/litellm_core_utils/redact_messages.py | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/litellm/litellm_core_utils/redact_messages.py b/litellm/litellm_core_utils/redact_messages.py index d6dcb489f5..92a6f5c280 100644 --- a/litellm/litellm_core_utils/redact_messages.py +++ b/litellm/litellm_core_utils/redact_messages.py @@ -30,7 +30,6 @@ def redact_message_input_output_from_logging( if litellm.turn_off_message_logging is not True: return result - _result = copy.deepcopy(result) # remove messages, prompts, input, response from logging litellm_logging_obj.model_call_details["messages"] = [ {"role": "user", "content": "redacted-by-litellm"} @@ -53,8 +52,10 @@ def redact_message_input_output_from_logging( elif isinstance(choice, litellm.utils.StreamingChoices): choice.delta.content = "redacted-by-litellm" else: - if _result is not None: - if isinstance(_result, litellm.ModelResponse): + if result is not None: + if isinstance(result, litellm.ModelResponse): + # only deep copy litellm.ModelResponse + _result = copy.deepcopy(result) if hasattr(_result, "choices") and _result.choices is not None: for choice in _result.choices: if isinstance(choice, litellm.Choices): From 18f36b38f0d4aa8ecb5b0b9017b582e643335675 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Fri, 14 Jun 2024 20:33:02 -0700 Subject: [PATCH 30/83] ui - new build --- litellm/proxy/_experimental/out/404.html | 1 + .../_buildManifest.js | 0 .../_ssgManifest.js | 0 .../out/_next/static/chunks/131-19b05e5ce40fa85d.js | 8 ++++++++ .../out/_next/static/chunks/131-cb6bfe24e23e121b.js | 8 -------- .../out/_next/static/chunks/294-0e35509d5ca95267.js | 13 +++++++++++++ .../static/chunks/2f6dbc85-052c4579f80d66ae.js | 1 + .../static/chunks/2f6dbc85-cac2949a76539886.js | 1 - .../static/chunks/3014691f-589a5f4865c3822f.js | 1 + .../static/chunks/3014691f-b24e8254c7593934.js | 1 - .../out/_next/static/chunks/505-5ff3c318fddfa35c.js | 13 ------------- .../out/_next/static/chunks/684-16b194c83a169f6d.js | 1 - .../out/_next/static/chunks/684-bb2d2f93d92acb0b.js | 1 + .../out/_next/static/chunks/69-04708d7d4a17c1ee.js | 1 + .../out/_next/static/chunks/69-8316d07d1f41e39f.js | 1 - .../out/_next/static/chunks/759-c0083d8a782d300e.js | 13 ------------- .../out/_next/static/chunks/759-d7572f2a46f911d5.js | 13 +++++++++++++ ...1cb6a88df1.js => 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litellm/proxy/_experimental/out/model_hub.txt | 4 ++-- litellm/proxy/_experimental/out/onboarding.html | 1 + litellm/proxy/_experimental/out/onboarding.txt | 4 ++-- ui/litellm-dashboard/out/404.html | 2 +- .../static/QKxw7XOxQ8siV-V22vqEN/_buildManifest.js | 1 + .../static/QKxw7XOxQ8siV-V22vqEN/_ssgManifest.js | 1 + .../out/_next/static/chunks/131-19b05e5ce40fa85d.js | 8 ++++++++ .../out/_next/static/chunks/294-0e35509d5ca95267.js | 13 +++++++++++++ .../static/chunks/2f6dbc85-052c4579f80d66ae.js | 1 + .../static/chunks/3014691f-589a5f4865c3822f.js | 1 + .../out/_next/static/chunks/684-bb2d2f93d92acb0b.js | 1 + .../out/_next/static/chunks/69-04708d7d4a17c1ee.js | 1 + .../out/_next/static/chunks/759-d7572f2a46f911d5.js | 13 +++++++++++++ .../chunks/app/_not-found-b1ee1381b72386c2.js | 1 + .../static/chunks/app/layout-9bbef188642a56c0.js | 1 + .../chunks/app/model_hub/page-4cb65c32467214b5.js | 1 + .../chunks/app/onboarding/page-664c7288e11fff5a.js | 1 + .../static/chunks/app/page-4c5ebd62e10ab7aa.js | 1 + .../static/chunks/fd9d1056-f960ab1e6d32b002.js | 1 + .../_next/static/chunks/main-160227023782230a.js | 1 + .../static/chunks/main-app-9b4fb13a7db53edf.js | 1 + .../_next/static/chunks/webpack-496e007a0280178b.js | 1 + .../out/_next/static/css/159e0004b5599df8.css | 5 +++++ ui/litellm-dashboard/out/index.html | 2 +- ui/litellm-dashboard/out/index.txt | 4 ++-- ui/litellm-dashboard/out/model_hub.html | 2 +- ui/litellm-dashboard/out/model_hub.txt | 4 ++-- ui/litellm-dashboard/out/onboarding.html | 2 +- ui/litellm-dashboard/out/onboarding.txt | 4 ++-- 64 files changed, 126 insertions(+), 69 deletions(-) create mode 100644 litellm/proxy/_experimental/out/404.html rename litellm/proxy/_experimental/out/_next/static/{sTvd1VbHSi_TBr1KiIpul => QKxw7XOxQ8siV-V22vqEN}/_buildManifest.js (100%) rename litellm/proxy/_experimental/out/_next/static/{sTvd1VbHSi_TBr1KiIpul => QKxw7XOxQ8siV-V22vqEN}/_ssgManifest.js (100%) create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/131-19b05e5ce40fa85d.js delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/131-cb6bfe24e23e121b.js create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/294-0e35509d5ca95267.js create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/2f6dbc85-052c4579f80d66ae.js delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/2f6dbc85-cac2949a76539886.js create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/3014691f-589a5f4865c3822f.js delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/3014691f-b24e8254c7593934.js delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/505-5ff3c318fddfa35c.js delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/684-16b194c83a169f6d.js create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/684-bb2d2f93d92acb0b.js create mode 100644 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litellm/proxy/_experimental/out/_next/static/chunks/app/onboarding/page-664c7288e11fff5a.js create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/app/page-4c5ebd62e10ab7aa.js delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/app/page-8028473f1a04553d.js delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/fd9d1056-f593049e31b05aeb.js create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/fd9d1056-f960ab1e6d32b002.js rename litellm/proxy/_experimental/out/_next/static/chunks/{main-a61244f130fbf565.js => main-160227023782230a.js} (99%) rename litellm/proxy/_experimental/out/_next/static/chunks/{main-app-096338c8e1915716.js => main-app-9b4fb13a7db53edf.js} (54%) rename litellm/proxy/_experimental/out/_next/static/chunks/{webpack-887c75b16b85d4b4.js => webpack-496e007a0280178b.js} (98%) create mode 100644 litellm/proxy/_experimental/out/_next/static/css/159e0004b5599df8.css delete mode 100644 litellm/proxy/_experimental/out/_next/static/css/63f65dbb14efd996.css create mode 100644 litellm/proxy/_experimental/out/model_hub.html create mode 100644 litellm/proxy/_experimental/out/onboarding.html create mode 100644 ui/litellm-dashboard/out/_next/static/QKxw7XOxQ8siV-V22vqEN/_buildManifest.js create mode 100644 ui/litellm-dashboard/out/_next/static/QKxw7XOxQ8siV-V22vqEN/_ssgManifest.js create mode 100644 ui/litellm-dashboard/out/_next/static/chunks/131-19b05e5ce40fa85d.js create mode 100644 ui/litellm-dashboard/out/_next/static/chunks/294-0e35509d5ca95267.js create mode 100644 ui/litellm-dashboard/out/_next/static/chunks/2f6dbc85-052c4579f80d66ae.js create mode 100644 ui/litellm-dashboard/out/_next/static/chunks/3014691f-589a5f4865c3822f.js create mode 100644 ui/litellm-dashboard/out/_next/static/chunks/684-bb2d2f93d92acb0b.js create mode 100644 ui/litellm-dashboard/out/_next/static/chunks/69-04708d7d4a17c1ee.js create mode 100644 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404

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Get your LiteLLM Token - -Go to [admin.litellm.ai](https://admin.litellm.ai/) and copy the code snippet with your unique token - -Usage - -### 2. Set up your environment - -**Add it to your .env** - -```python -import os - -os.env["LITELLM_TOKEN"] = "e24c4c06-d027-4c30-9e78-18bc3a50aebb" # replace with your unique token - -``` - -**Turn on LiteLLM Client** -```python -import litellm -litellm.client = True -``` - -### 3. Make a normal `completion()` call -```python -import litellm -from litellm import completion -import os - -# set env variables -os.environ["LITELLM_TOKEN"] = "e24c4c06-d027-4c30-9e78-18bc3a50aebb" # replace with your unique token -os.environ["OPENAI_API_KEY"] = "openai key" - -litellm.use_client = True # enable logging dashboard -messages = [{ "content": "Hello, how are you?","role": "user"}] - -# openai call -response = completion(model="gpt-3.5-turbo", messages=messages) -``` - -Your `completion()` call print with a link to your session dashboard (https://admin.litellm.ai/) - -In the above case it would be: [`admin.litellm.ai/e24c4c06-d027-4c30-9e78-18bc3a50aebb`](https://admin.litellm.ai/e24c4c06-d027-4c30-9e78-18bc3a50aebb) - -Click on your personal dashboard link. Here's how you can find it šŸ‘‡ - -Dashboard - -[šŸ‘‹ Tell us if you need better privacy controls](https://calendly.com/d/4mp-gd3-k5k/berriai-1-1-onboarding-litellm-hosted-version?month=2023-08) - -### 3. Review request log - -Oh! Looks like our request was made successfully. Let's click on it and see exactly what got sent to the LLM provider. - - - - -Ah! So we can see that this request was made to a **Baseten** (see litellm_params > custom_llm_provider) for a model with ID - **7qQNLDB** (see model). The message sent was - `"Hey, how's it going?"` and the response received was - `"As an AI language model, I don't have feelings or emotions, but I can assist you with your queries. How can I assist you today?"` - -Dashboard Log Row - -:::info - -šŸŽ‰ Congratulations! You've successfully debugger your first log! - -::: \ No newline at end of file diff --git a/docs/my-website/docs/providers/togetherai.md b/docs/my-website/docs/providers/togetherai.md index 1021f5ba84..e069ea69dd 100644 --- a/docs/my-website/docs/providers/togetherai.md +++ b/docs/my-website/docs/providers/togetherai.md @@ -208,7 +208,7 @@ print(response) Instead of using the `custom_llm_provider` arg to specify which provider you're using (e.g. together ai), you can just pass the provider name as part of the model name, and LiteLLM will parse it out. -Expected format: / +Expected format: `/` e.g. completion(model="together_ai/togethercomputer/Llama-2-7B-32K-Instruct", ...) diff --git a/docs/my-website/docs/proxy/deploy.md b/docs/my-website/docs/proxy/deploy.md index a3c8590b5f..8767417f5a 100644 --- a/docs/my-website/docs/proxy/deploy.md +++ b/docs/my-website/docs/proxy/deploy.md @@ -669,7 +669,7 @@ Once the stack is created, get the DatabaseURL of the Database resource, copy th #### 3. Connect to the EC2 Instance and deploy litellm on the EC2 container From the EC2 console, connect to the instance created by the stack (e.g., using SSH). -Run the following command, replacing with the value you copied in step 2 +Run the following command, replacing `` with the value you copied in step 2 ```shell docker run --name litellm-proxy \ diff --git a/docs/my-website/docs/tutorials/TogetherAI_liteLLM.md b/docs/my-website/docs/tutorials/TogetherAI_liteLLM.md index 08e8d56f06..31e9bfa6cb 100644 --- a/docs/my-website/docs/tutorials/TogetherAI_liteLLM.md +++ b/docs/my-website/docs/tutorials/TogetherAI_liteLLM.md @@ -26,6 +26,7 @@ print(response) ``` {'choices': [{'finish_reason': 'stop', 'index': 0, 'message': {'role': 'assistant', 'content': "\n\nI'm not able to provide real-time weather information. However, I can suggest"}}], 'created': 1691629657.9288375, 'model': 'togethercomputer/llama-2-70b-chat', 'usage': {'prompt_tokens': 9, 'completion_tokens': 17, 'total_tokens': 26}} +``` LiteLLM handles the prompt formatting for Together AI's Llama2 models as well, converting your message to the From ae86722a8da8c279dd08e558ea0abb3a035f758e Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Sat, 15 Jun 2024 15:09:49 -0700 Subject: [PATCH 73/83] test proxy server.py --- litellm/tests/test_proxy_server.py | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/litellm/tests/test_proxy_server.py b/litellm/tests/test_proxy_server.py index 114b96872f..d8bfb52297 100644 --- a/litellm/tests/test_proxy_server.py +++ b/litellm/tests/test_proxy_server.py @@ -26,7 +26,7 @@ logging.basicConfig( from fastapi.testclient import TestClient from fastapi import FastAPI from litellm.proxy.proxy_server import ( - router, + app, save_worker_config, initialize, ) # Replace with the actual module where your FastAPI router is defined @@ -119,9 +119,6 @@ def client_no_auth(fake_env_vars): config_fp = f"{filepath}/test_configs/test_config_no_auth.yaml" # initialize can get run in parallel, it sets specific variables for the fast api app, sinc eit gets run in parallel different tests use the wrong variables asyncio.run(initialize(config=config_fp, debug=True)) - app = FastAPI() - app.include_router(router) # Include your router in the test app - return TestClient(app) @@ -426,6 +423,10 @@ def test_add_new_model(client_no_auth): def test_health(client_no_auth): global headers import time + from litellm._logging import verbose_logger, verbose_proxy_logger + import logging + + verbose_proxy_logger.setLevel(logging.DEBUG) try: response = client_no_auth.get("/health") From 0865e26bc03ab98bd17732291b2f459370def171 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Sat, 15 Jun 2024 15:11:10 -0700 Subject: [PATCH 74/83] docs - fix build time errors --- docs/my-website/docs/tutorials/TogetherAI_liteLLM.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/docs/my-website/docs/tutorials/TogetherAI_liteLLM.md b/docs/my-website/docs/tutorials/TogetherAI_liteLLM.md index 31e9bfa6cb..dd9dd28867 100644 --- a/docs/my-website/docs/tutorials/TogetherAI_liteLLM.md +++ b/docs/my-website/docs/tutorials/TogetherAI_liteLLM.md @@ -23,6 +23,9 @@ https://api.together.xyz/playground/chat?model=togethercomputer%2Fllama-2-70b-ch model_name = "together_ai/togethercomputer/llama-2-70b-chat" response = completion(model=model_name, messages=messages) print(response) +``` + + ``` {'choices': [{'finish_reason': 'stop', 'index': 0, 'message': {'role': 'assistant', 'content': "\n\nI'm not able to provide real-time weather information. However, I can suggest"}}], 'created': 1691629657.9288375, 'model': 'togethercomputer/llama-2-70b-chat', 'usage': {'prompt_tokens': 9, 'completion_tokens': 17, 'total_tokens': 26}} From ae884f741ee6ae67e8e9ca7dc602110e402e4d07 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Sat, 15 Jun 2024 15:26:44 -0700 Subject: [PATCH 75/83] fix - non sso ui sign up flow --- litellm/proxy/proxy_server.py | 17 ++++++++++++----- 1 file changed, 12 insertions(+), 5 deletions(-) diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index 9a9f976bee..844daff116 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -11503,7 +11503,8 @@ async def login(request: Request): if secrets.compare_digest(username, ui_username) and secrets.compare_digest( password, ui_password ): - user_role = "app_owner" + # Non SSO -> If user is using UI_USERNAME and UI_PASSWORD they are Proxy admin + user_role = LitellmUserRoles.PROXY_ADMIN user_id = username key_user_id = user_id if ( @@ -11511,7 +11512,6 @@ async def login(request: Request): and os.environ["PROXY_ADMIN_ID"] == user_id ) or user_id == "admin": # checks if user is admin - user_role = "app_admin" key_user_id = os.getenv("PROXY_ADMIN_ID", "default_user_id") # Admin is Authe'd in - generate key for the UI to access Proxy @@ -11520,7 +11520,7 @@ async def login(request: Request): await user_update( data=UpdateUserRequest( user_id=key_user_id, - user_role=LitellmUserRoles.PROXY_ADMIN, + user_role=user_role, ) ) if os.getenv("DATABASE_URL") is not None: @@ -11548,7 +11548,7 @@ async def login(request: Request): "user_id": user_id, "key": key, "user_email": user_id, - "user_role": "app_admin", # this is the path without sso - we can assume only admins will use this + "user_role": user_role, # this is the path without sso - we can assume only admins will use this "login_method": "username_password", "premium_user": premium_user, }, @@ -11558,8 +11558,15 @@ async def login(request: Request): litellm_dashboard_ui += "?userID=" + user_id + "&token=" + jwt_token return RedirectResponse(url=litellm_dashboard_ui, status_code=303) elif _user_row is not None: + """ + When sharing invite links + + -> if the user has no role in the DB assume they are only a viewer + """ user_id = getattr(_user_row, "user_id", "unknown") - user_role = getattr(_user_row, "user_role", "unknown") + user_role = getattr( + _user_row, "user_role", LitellmUserRoles.INTERNAL_USER_VIEW_ONLY + ) user_email = getattr(_user_row, "user_email", "unknown") _password = getattr(_user_row, "password", "unknown") From 2f9aa308f175f1035778ec395bd4f73ccb3be8c8 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Sat, 15 Jun 2024 15:33:26 -0700 Subject: [PATCH 76/83] fix - remove deprecated clickhouse utils --- enterprise/utils.py | 230 ----------------------------- litellm/integrations/clickhouse.py | 8 - 2 files changed, 238 deletions(-) diff --git a/enterprise/utils.py b/enterprise/utils.py index b8f660927b..baff3b1b02 100644 --- a/enterprise/utils.py +++ b/enterprise/utils.py @@ -122,236 +122,6 @@ async def ui_get_spend_by_tags( return {"spend_per_tag": ui_tags} -async def view_spend_logs_from_clickhouse( - api_key=None, user_id=None, request_id=None, start_date=None, end_date=None -): - verbose_logger.debug("Reading logs from Clickhouse") - import os - - # if user has setup clickhouse - # TODO: Move this to be a helper function - # querying clickhouse for this data - import clickhouse_connect - from datetime import datetime - - port = os.getenv("CLICKHOUSE_PORT") - if port is not None and isinstance(port, str): - port = int(port) - - client = clickhouse_connect.get_client( - host=os.getenv("CLICKHOUSE_HOST"), - port=port, - username=os.getenv("CLICKHOUSE_USERNAME", ""), - password=os.getenv("CLICKHOUSE_PASSWORD", ""), - ) - if ( - start_date is not None - and isinstance(start_date, str) - and end_date is not None - and isinstance(end_date, str) - ): - # Convert the date strings to datetime objects - start_date_obj = datetime.strptime(start_date, "%Y-%m-%d") - end_date_obj = datetime.strptime(end_date, "%Y-%m-%d") - - # get top spend per day - response = client.query( - f""" - SELECT - toDate(startTime) AS day, - sum(spend) AS total_spend - FROM - spend_logs - WHERE - toDate(startTime) BETWEEN toDate('2024-02-01') AND toDate('2024-02-29') - GROUP BY - day - ORDER BY - total_spend - """ - ) - - results = [] - result_rows = list(response.result_rows) - for response in result_rows: - current_row = {} - current_row["users"] = {"example": 0.0} - current_row["models"] = {} - - current_row["spend"] = float(response[1]) - current_row["startTime"] = str(response[0]) - - # stubbed api_key - current_row[""] = 0.0 # type: ignore - results.append(current_row) - - return results - else: - # check if spend logs exist, if it does then return last 10 logs, sorted in descending order of startTime - response = client.query( - """ - SELECT - * - FROM - default.spend_logs - ORDER BY - startTime DESC - LIMIT - 10 - """ - ) - - # get size of spend logs - num_rows = client.query("SELECT count(*) FROM default.spend_logs") - num_rows = num_rows.result_rows[0][0] - - # safely access num_rows.result_rows[0][0] - if num_rows is None: - num_rows = 0 - - raw_rows = list(response.result_rows) - response_data = { - "logs": raw_rows, - "log_count": num_rows, - } - return response_data - - -def _create_clickhouse_material_views(client=None, table_names=[]): - # Create Materialized Views if they don't exist - # Materialized Views send new inserted rows to the aggregate tables - - verbose_logger.debug("Clickhouse: Creating Materialized Views") - if "daily_aggregated_spend_per_model_mv" not in table_names: - verbose_logger.debug("Clickhouse: Creating daily_aggregated_spend_per_model_mv") - client.command( - """ - CREATE MATERIALIZED VIEW daily_aggregated_spend_per_model_mv - TO daily_aggregated_spend_per_model - AS - SELECT - toDate(startTime) as day, - sumState(spend) AS DailySpend, - model as model - FROM spend_logs - GROUP BY - day, model - """ - ) - if "daily_aggregated_spend_per_api_key_mv" not in table_names: - verbose_logger.debug( - "Clickhouse: Creating daily_aggregated_spend_per_api_key_mv" - ) - client.command( - """ - CREATE MATERIALIZED VIEW daily_aggregated_spend_per_api_key_mv - TO daily_aggregated_spend_per_api_key - AS - SELECT - toDate(startTime) as day, - sumState(spend) AS DailySpend, - api_key as api_key - FROM spend_logs - GROUP BY - day, api_key - """ - ) - if "daily_aggregated_spend_per_user_mv" not in table_names: - verbose_logger.debug("Clickhouse: Creating daily_aggregated_spend_per_user_mv") - client.command( - """ - CREATE MATERIALIZED VIEW daily_aggregated_spend_per_user_mv - TO daily_aggregated_spend_per_user - AS - SELECT - toDate(startTime) as day, - sumState(spend) AS DailySpend, - user as user - FROM spend_logs - GROUP BY - day, user - """ - ) - if "daily_aggregated_spend_mv" not in table_names: - verbose_logger.debug("Clickhouse: Creating daily_aggregated_spend_mv") - client.command( - """ - CREATE MATERIALIZED VIEW daily_aggregated_spend_mv - TO daily_aggregated_spend - AS - SELECT - toDate(startTime) as day, - sumState(spend) AS DailySpend - FROM spend_logs - GROUP BY - day - """ - ) - - -def _create_clickhouse_aggregate_tables(client=None, table_names=[]): - # Basic Logging works without this - this is only used for low latency reporting apis - verbose_logger.debug("Clickhouse: Creating Aggregate Tables") - - # Create Aggregeate Tables if they don't exist - if "daily_aggregated_spend_per_model" not in table_names: - verbose_logger.debug("Clickhouse: Creating daily_aggregated_spend_per_model") - client.command( - """ - CREATE TABLE daily_aggregated_spend_per_model - ( - `day` Date, - `DailySpend` AggregateFunction(sum, Float64), - `model` String - ) - ENGINE = SummingMergeTree() - ORDER BY (day, model); - """ - ) - if "daily_aggregated_spend_per_api_key" not in table_names: - verbose_logger.debug("Clickhouse: Creating daily_aggregated_spend_per_api_key") - client.command( - """ - CREATE TABLE daily_aggregated_spend_per_api_key - ( - `day` Date, - `DailySpend` AggregateFunction(sum, Float64), - `api_key` String - ) - ENGINE = SummingMergeTree() - ORDER BY (day, api_key); - """ - ) - if "daily_aggregated_spend_per_user" not in table_names: - verbose_logger.debug("Clickhouse: Creating daily_aggregated_spend_per_user") - client.command( - """ - CREATE TABLE daily_aggregated_spend_per_user - ( - `day` Date, - `DailySpend` AggregateFunction(sum, Float64), - `user` String - ) - ENGINE = SummingMergeTree() - ORDER BY (day, user); - """ - ) - if "daily_aggregated_spend" not in table_names: - verbose_logger.debug("Clickhouse: Creating daily_aggregated_spend") - client.command( - """ - CREATE TABLE daily_aggregated_spend - ( - `day` Date, - `DailySpend` AggregateFunction(sum, Float64), - ) - ENGINE = SummingMergeTree() - ORDER BY (day); - """ - ) - return - - def _forecast_daily_cost(data: list): import requests # type: ignore from datetime import datetime, timedelta diff --git a/litellm/integrations/clickhouse.py b/litellm/integrations/clickhouse.py index f8b6b1bbf0..eff1836ef1 100644 --- a/litellm/integrations/clickhouse.py +++ b/litellm/integrations/clickhouse.py @@ -226,14 +226,6 @@ def _start_clickhouse(): response = client.query("DESCRIBE default.spend_logs") verbose_logger.debug(f"spend logs schema ={response.result_rows}") - # RUN Enterprise Clickhouse Setup - # TLDR: For Enterprise - we create views / aggregate tables for low latency reporting APIs - from litellm.proxy.enterprise.utils import _create_clickhouse_aggregate_tables - from litellm.proxy.enterprise.utils import _create_clickhouse_material_views - - _create_clickhouse_aggregate_tables(client=client, table_names=table_names) - _create_clickhouse_material_views(client=client, table_names=table_names) - class ClickhouseLogger: # Class variables or attributes From 5e8b65f1f182fd53bfc4666935c4eb35edae1055 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Sat, 15 Jun 2024 15:40:49 -0700 Subject: [PATCH 77/83] ui - show exceptions --- .../src/components/model_dashboard.tsx | 28 +++++++++++++------ 1 file changed, 19 insertions(+), 9 deletions(-) diff --git a/ui/litellm-dashboard/src/components/model_dashboard.tsx b/ui/litellm-dashboard/src/components/model_dashboard.tsx index 44ce40ebbb..fb189b8c44 100644 --- a/ui/litellm-dashboard/src/components/model_dashboard.tsx +++ b/ui/litellm-dashboard/src/components/model_dashboard.tsx @@ -2080,6 +2080,24 @@ const ModelDashboard: React.FC = ({ + + + + All Exceptions for {selectedModelGroup} + + + + + + @@ -2098,15 +2116,7 @@ const ModelDashboard: React.FC = ({ - {/* */} - + From 70e3295eadd8655e4e97dd4f78a9e943bc3e9608 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Sat, 15 Jun 2024 15:53:46 -0700 Subject: [PATCH 78/83] ui - new build --- litellm/proxy/_experimental/out/404.html | 1 + .../_buildManifest.js | 0 .../_ssgManifest.js | 0 .../out/_next/static/chunks/131-19b05e5ce40fa85d.js | 8 -------- .../out/_next/static/chunks/131-6a03368053f9d26d.js | 8 ++++++++ .../{759-d7572f2a46f911d5.js => 759-83a8bdddfe32b5d9.js} | 4 ++-- ...out-9bbef188642a56c0.js => layout-23af663d40748d68.js} | 0 .../out/_next/static/chunks/app/page-4c5ebd62e10ab7aa.js | 1 - .../out/_next/static/chunks/app/page-626098dc8320c801.js | 1 + .../out/_next/static/chunks/webpack-6f7793f21bbb2fbe.js | 2 +- .../out/_next/static/css/159e0004b5599df8.css | 5 ----- .../out/_next/static/css/b65d5698d1a1958d.css | 5 +++++ litellm/proxy/_experimental/out/index.html | 2 +- litellm/proxy/_experimental/out/index.txt | 4 ++-- litellm/proxy/_experimental/out/model_hub.html | 1 + litellm/proxy/_experimental/out/model_hub.txt | 4 ++-- litellm/proxy/_experimental/out/onboarding.html | 1 + litellm/proxy/_experimental/out/onboarding.txt | 2 +- ui/litellm-dashboard/out/404.html | 2 +- .../_buildManifest.js | 0 .../_ssgManifest.js | 0 .../out/_next/static/chunks/131-19b05e5ce40fa85d.js | 8 -------- .../out/_next/static/chunks/131-6a03368053f9d26d.js | 8 ++++++++ .../{759-d7572f2a46f911d5.js => 759-83a8bdddfe32b5d9.js} | 4 ++-- ...out-9bbef188642a56c0.js => layout-23af663d40748d68.js} | 0 .../out/_next/static/chunks/app/page-4c5ebd62e10ab7aa.js | 1 - .../out/_next/static/chunks/app/page-626098dc8320c801.js | 1 + .../out/_next/static/chunks/webpack-6f7793f21bbb2fbe.js | 2 +- .../out/_next/static/css/159e0004b5599df8.css | 5 ----- .../out/_next/static/css/b65d5698d1a1958d.css | 5 +++++ ui/litellm-dashboard/out/index.html | 2 +- ui/litellm-dashboard/out/index.txt | 4 ++-- ui/litellm-dashboard/out/model_hub.html | 2 +- ui/litellm-dashboard/out/model_hub.txt | 4 ++-- ui/litellm-dashboard/out/onboarding.html | 2 +- ui/litellm-dashboard/out/onboarding.txt | 2 +- 36 files changed, 52 insertions(+), 49 deletions(-) create mode 100644 litellm/proxy/_experimental/out/404.html rename litellm/proxy/_experimental/out/_next/static/{QKxw7XOxQ8siV-V22vqEN => S9_6IC27HNWjJtr-LNaAO}/_buildManifest.js (100%) rename litellm/proxy/_experimental/out/_next/static/{QKxw7XOxQ8siV-V22vqEN => S9_6IC27HNWjJtr-LNaAO}/_ssgManifest.js (100%) delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/131-19b05e5ce40fa85d.js create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/131-6a03368053f9d26d.js rename litellm/proxy/_experimental/out/_next/static/chunks/{759-d7572f2a46f911d5.js => 759-83a8bdddfe32b5d9.js} (53%) rename litellm/proxy/_experimental/out/_next/static/chunks/app/{layout-9bbef188642a56c0.js => layout-23af663d40748d68.js} (100%) delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/app/page-4c5ebd62e10ab7aa.js create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/app/page-626098dc8320c801.js rename ui/litellm-dashboard/out/_next/static/chunks/webpack-496e007a0280178b.js => litellm/proxy/_experimental/out/_next/static/chunks/webpack-6f7793f21bbb2fbe.js (98%) delete mode 100644 litellm/proxy/_experimental/out/_next/static/css/159e0004b5599df8.css create mode 100644 litellm/proxy/_experimental/out/_next/static/css/b65d5698d1a1958d.css create mode 100644 litellm/proxy/_experimental/out/model_hub.html create mode 100644 litellm/proxy/_experimental/out/onboarding.html rename ui/litellm-dashboard/out/_next/static/{QKxw7XOxQ8siV-V22vqEN => S9_6IC27HNWjJtr-LNaAO}/_buildManifest.js (100%) rename ui/litellm-dashboard/out/_next/static/{QKxw7XOxQ8siV-V22vqEN => S9_6IC27HNWjJtr-LNaAO}/_ssgManifest.js (100%) delete mode 100644 ui/litellm-dashboard/out/_next/static/chunks/131-19b05e5ce40fa85d.js create mode 100644 ui/litellm-dashboard/out/_next/static/chunks/131-6a03368053f9d26d.js rename ui/litellm-dashboard/out/_next/static/chunks/{759-d7572f2a46f911d5.js => 759-83a8bdddfe32b5d9.js} (53%) rename ui/litellm-dashboard/out/_next/static/chunks/app/{layout-9bbef188642a56c0.js => layout-23af663d40748d68.js} (100%) delete mode 100644 ui/litellm-dashboard/out/_next/static/chunks/app/page-4c5ebd62e10ab7aa.js create mode 100644 ui/litellm-dashboard/out/_next/static/chunks/app/page-626098dc8320c801.js rename litellm/proxy/_experimental/out/_next/static/chunks/webpack-496e007a0280178b.js => ui/litellm-dashboard/out/_next/static/chunks/webpack-6f7793f21bbb2fbe.js (98%) delete mode 100644 ui/litellm-dashboard/out/_next/static/css/159e0004b5599df8.css create mode 100644 ui/litellm-dashboard/out/_next/static/css/b65d5698d1a1958d.css diff --git a/litellm/proxy/_experimental/out/404.html b/litellm/proxy/_experimental/out/404.html new file mode 100644 index 0000000000..e648c625ed --- /dev/null +++ b/litellm/proxy/_experimental/out/404.html @@ -0,0 +1 @@ +404: This page could not be found.LiteLLM Dashboard

404

This page could not be found.

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