From d5c1ae1cb2c11b011e4a0b46da986ed51813eaf7 Mon Sep 17 00:00:00 2001 From: frob Date: Sun, 7 Apr 2024 13:05:39 +0200 Subject: [PATCH 001/136] Update ollama.py for image handling Some clients (eg librechat) send images in datauri format, not plain base64. Strip off the prerix when passing images to ollama. --- litellm/llms/ollama.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/litellm/llms/ollama.py b/litellm/llms/ollama.py index 779896abfd..2eb1ce26a6 100644 --- a/litellm/llms/ollama.py +++ b/litellm/llms/ollama.py @@ -157,7 +157,7 @@ def get_ollama_response( if format is not None: data["format"] = format if images is not None: - data["images"] = images + data["images"] = [image.split(",")[-1] if image.startswith("data:") else image for image in images] ## LOGGING logging_obj.pre_call( From 59ed4fb51e89c8e0f18972eb82f0a4da389bcf60 Mon Sep 17 00:00:00 2001 From: frob Date: Mon, 8 Apr 2024 03:28:24 +0200 Subject: [PATCH 002/136] Update ollama.py for image handling ollama wants plain base64 jpeg images, and some clients send dataURI and/or webp. Remove prefixes and convert all non-jpeg images to jpeg. --- litellm/llms/ollama.py | 27 ++++++++++++++++++++++++++- 1 file changed, 26 insertions(+), 1 deletion(-) diff --git a/litellm/llms/ollama.py b/litellm/llms/ollama.py index 2eb1ce26a6..65a87e514a 100644 --- a/litellm/llms/ollama.py +++ b/litellm/llms/ollama.py @@ -120,6 +120,31 @@ class OllamaConfig: and v is not None } +# ollama wants plain base64 jpeg files as images. strip any leading dataURI +# and convert to jpeg. +def _convert_image(image): + import base64, io + try: + from PIL import Image + except: + raise Exception( + "ollama image conversion failed please run `pip install Pillow`" + ) + + orig = image + if image.startswith("data:"): + image = image.split(",")[-1] + try: + image_data = Image.open(io.BytesIO(base64.b64decode(image))) + if image_data.format == "JPEG": + return image + except: + return orig + jpeg_image = io.BytesIO() + image_data.convert("RGB").save(jpeg_image, "JPEG") + jpeg_image.seek(0) + return base64.b64encode(jpeg_image.getvalue()).decode("utf-8") + # ollama implementation def get_ollama_response( @@ -157,7 +182,7 @@ def get_ollama_response( if format is not None: data["format"] = format if images is not None: - data["images"] = [image.split(",")[-1] if image.startswith("data:") else image for image in images] + data["images"] = [_convert_image(image) for image in images] ## LOGGING logging_obj.pre_call( From 82a4232dce80e841f59c06cb291d5fe653b9d1ba Mon Sep 17 00:00:00 2001 From: frob Date: Mon, 8 Apr 2024 03:35:02 +0200 Subject: [PATCH 003/136] ollama also accepts PNG --- litellm/llms/ollama.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/litellm/llms/ollama.py b/litellm/llms/ollama.py index 65a87e514a..400bf480be 100644 --- a/litellm/llms/ollama.py +++ b/litellm/llms/ollama.py @@ -136,7 +136,7 @@ def _convert_image(image): image = image.split(",")[-1] try: image_data = Image.open(io.BytesIO(base64.b64decode(image))) - if image_data.format == "JPEG": + if image_data.format in ["JPEG", "PNG"]: return image except: return orig From 2492fade3a1373f756d7290165afe6edbb0c65f1 Mon Sep 17 00:00:00 2001 From: frob Date: Tue, 16 Apr 2024 01:12:24 +0200 Subject: [PATCH 004/136] Update comment. --- litellm/llms/ollama.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/litellm/llms/ollama.py b/litellm/llms/ollama.py index 860875a46b..670c565904 100644 --- a/litellm/llms/ollama.py +++ b/litellm/llms/ollama.py @@ -120,8 +120,8 @@ class OllamaConfig: and v is not None } -# ollama wants plain base64 jpeg files as images. strip any leading dataURI -# and convert to jpeg. +# ollama wants plain base64 jpeg/png files as images. strip any leading dataURI +# and convert to jpeg if necessary. def _convert_image(image): import base64, io try: From 497f4bb38d83c06488e19bd1465e66c398e2ec29 Mon Sep 17 00:00:00 2001 From: lj Date: Thu, 16 May 2024 16:33:21 +0800 Subject: [PATCH 005/136] Replace root_validator with model_validator --- litellm/proxy/_types.py | 38 +++++++++++++++++++++++++------------- 1 file changed, 25 insertions(+), 13 deletions(-) diff --git a/litellm/proxy/_types.py b/litellm/proxy/_types.py index d6bf49dca6..42b9b3618f 100644 --- a/litellm/proxy/_types.py +++ b/litellm/proxy/_types.py @@ -1,4 +1,4 @@ -from pydantic import BaseModel, Extra, Field, root_validator, Json, validator +from pydantic import BaseModel, Extra, Field, model_validator, Json, validator from dataclasses import fields import enum from typing import Optional, List, Union, Dict, Literal, Any @@ -240,7 +240,8 @@ class LiteLLMPromptInjectionParams(LiteLLMBase): llm_api_system_prompt: Optional[str] = None llm_api_fail_call_string: Optional[str] = None - @root_validator(pre=True) + @model_validator(mode="before") + @classmethod def check_llm_api_params(cls, values): llm_api_check = values.get("llm_api_check") if llm_api_check is True: @@ -330,7 +331,8 @@ class ModelInfo(LiteLLMBase): extra = Extra.allow # Allow extra fields protected_namespaces = () - @root_validator(pre=True) + @model_validator(mode="before") + @classmethod def set_model_info(cls, values): if values.get("id") is None: values.update({"id": str(uuid.uuid4())}) @@ -359,7 +361,8 @@ class ModelParams(LiteLLMBase): class Config: protected_namespaces = () - @root_validator(pre=True) + @model_validator(mode="before") + @classmethod def set_model_info(cls, values): if values.get("model_info") is None: values.update({"model_info": ModelInfo()}) @@ -406,7 +409,8 @@ class GenerateKeyResponse(GenerateKeyRequest): user_id: Optional[str] = None token_id: Optional[str] = None - @root_validator(pre=True) + @model_validator(mode="before") + @classmethod def set_model_info(cls, values): if values.get("token") is not None: values.update({"key": values.get("token")}) @@ -475,7 +479,8 @@ class UpdateUserRequest(GenerateRequestBase): user_role: Optional[str] = None max_budget: Optional[float] = None - @root_validator(pre=True) + @model_validator(mode="before") + @classmethod def check_user_info(cls, values): if values.get("user_id") is None and values.get("user_email") is None: raise ValueError("Either user id or user email must be provided") @@ -495,7 +500,8 @@ class NewEndUserRequest(LiteLLMBase): None # if no equivalent model in allowed region - default all requests to this model ) - @root_validator(pre=True) + @model_validator(mode="before") + @classmethod def check_user_info(cls, values): if values.get("max_budget") is not None and values.get("budget_id") is not None: raise ValueError("Set either 'max_budget' or 'budget_id', not both.") @@ -508,7 +514,8 @@ class Member(LiteLLMBase): user_id: Optional[str] = None user_email: Optional[str] = None - @root_validator(pre=True) + @model_validator(mode="before") + @classmethod def check_user_info(cls, values): if values.get("user_id") is None and values.get("user_email") is None: raise ValueError("Either user id or user email must be provided") @@ -553,7 +560,8 @@ class TeamMemberDeleteRequest(LiteLLMBase): user_id: Optional[str] = None user_email: Optional[str] = None - @root_validator(pre=True) + @model_validator(mode="before") + @classmethod def check_user_info(cls, values): if values.get("user_id") is None and values.get("user_email") is None: raise ValueError("Either user id or user email must be provided") @@ -590,7 +598,8 @@ class LiteLLM_TeamTable(TeamBase): class Config: protected_namespaces = () - @root_validator(pre=True) + @model_validator(mode="before") + @classmethod def set_model_info(cls, values): dict_fields = [ "metadata", @@ -908,7 +917,8 @@ class UserAPIKeyAuth( user_role: Optional[Literal["proxy_admin", "app_owner", "app_user"]] = None allowed_model_region: Optional[Literal["eu"]] = None - @root_validator(pre=True) + @model_validator(mode="before") + @classmethod def check_api_key(cls, values): if values.get("api_key") is not None: values.update({"token": hash_token(values.get("api_key"))}) @@ -935,7 +945,8 @@ class LiteLLM_UserTable(LiteLLMBase): tpm_limit: Optional[int] = None rpm_limit: Optional[int] = None - @root_validator(pre=True) + @model_validator(mode="before") + @classmethod def set_model_info(cls, values): if values.get("spend") is None: values.update({"spend": 0.0}) @@ -956,7 +967,8 @@ class LiteLLM_EndUserTable(LiteLLMBase): default_model: Optional[str] = None litellm_budget_table: Optional[LiteLLM_BudgetTable] = None - @root_validator(pre=True) + @model_validator(mode="before") + @classmethod def set_model_info(cls, values): if values.get("spend") is None: values.update({"spend": 0.0}) From 6a60bfbd972ff52951af8b8d44414894f53ee69c Mon Sep 17 00:00:00 2001 From: lj Date: Thu, 16 May 2024 16:39:37 +0800 Subject: [PATCH 006/136] Update model config in utils.py --- litellm/utils.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/litellm/utils.py b/litellm/utils.py index 36f4ad481f..cac3ac8655 100644 --- a/litellm/utils.py +++ b/litellm/utils.py @@ -19,7 +19,7 @@ from functools import wraps, lru_cache import datetime, time import tiktoken import uuid -from pydantic import BaseModel +from pydantic import BaseModel, ConfigDict import aiohttp import textwrap import logging @@ -332,9 +332,7 @@ class HiddenParams(OpenAIObject): model_id: Optional[str] = None # used in Router for individual deployments api_base: Optional[str] = None # returns api base used for making completion call - class Config: - extra = "allow" - protected_namespaces = () + model_config: ConfigDict = ConfigDict(extra="allow", protected_namespaces=()) def get(self, key, default=None): # Custom .get() method to access attributes with a default value if the attribute doesn't exist From 665b224226333e2c9ccffb0b1866f2931de03367 Mon Sep 17 00:00:00 2001 From: lj Date: Thu, 16 May 2024 16:42:41 +0800 Subject: [PATCH 007/136] Update model config in _types.py --- litellm/proxy/_types.py | 45 ++++++++++++++--------------------------- 1 file changed, 15 insertions(+), 30 deletions(-) diff --git a/litellm/proxy/_types.py b/litellm/proxy/_types.py index 42b9b3618f..84b0a5833b 100644 --- a/litellm/proxy/_types.py +++ b/litellm/proxy/_types.py @@ -1,4 +1,4 @@ -from pydantic import BaseModel, Extra, Field, model_validator, Json, validator +from pydantic import BaseModel, Extra, Field, model_validator, Json, ConfigDict from dataclasses import fields import enum from typing import Optional, List, Union, Dict, Literal, Any @@ -35,8 +35,7 @@ class LiteLLMBase(BaseModel): # if using pydantic v1 return self.__fields_set__ - class Config: - protected_namespaces = () + model_config: ConfigDict = ConfigDict(protected_namespaces=()) class LiteLLM_UpperboundKeyGenerateParams(LiteLLMBase): @@ -299,8 +298,7 @@ class ProxyChatCompletionRequest(LiteLLMBase): deployment_id: Optional[str] = None request_timeout: Optional[int] = None - class Config: - extra = "allow" # allow params not defined here, these fall in litellm.completion(**kwargs) + model_config: ConfigDict = ConfigDict(extra="allow") # allow params not defined here, these fall in litellm.completion(**kwargs) class ModelInfoDelete(LiteLLMBase): @@ -327,9 +325,7 @@ class ModelInfo(LiteLLMBase): ] ] - class Config: - extra = Extra.allow # Allow extra fields - protected_namespaces = () + model_config: ConfigDict = ConfigDict(protected_namespaces=(), extra="allow") @model_validator(mode="before") @classmethod @@ -358,8 +354,7 @@ class ModelParams(LiteLLMBase): litellm_params: dict model_info: ModelInfo - class Config: - protected_namespaces = () + model_config: ConfigDict = ConfigDict(protected_namespaces=()) @model_validator(mode="before") @classmethod @@ -398,8 +393,7 @@ class GenerateKeyRequest(GenerateRequestBase): {} ) # {"gpt-4": 5.0, "gpt-3.5-turbo": 5.0}, defaults to {} - class Config: - protected_namespaces = () + model_config: ConfigDict = ConfigDict(protected_namespaces=()) class GenerateKeyResponse(GenerateKeyRequest): @@ -450,8 +444,7 @@ class LiteLLM_ModelTable(LiteLLMBase): created_by: str updated_by: str - class Config: - protected_namespaces = () + model_config: ConfigDict = ConfigDict(protected_namespaces=()) class NewUserRequest(GenerateKeyRequest): @@ -540,8 +533,7 @@ class TeamBase(LiteLLMBase): class NewTeamRequest(TeamBase): model_aliases: Optional[dict] = None - class Config: - protected_namespaces = () + model_config: ConfigDict = ConfigDict(protected_namespaces=()) class GlobalEndUsersSpend(LiteLLMBase): @@ -595,8 +587,7 @@ class LiteLLM_TeamTable(TeamBase): budget_reset_at: Optional[datetime] = None model_id: Optional[int] = None - class Config: - protected_namespaces = () + model_config: ConfigDict = ConfigDict(protected_namespaces=()) @model_validator(mode="before") @classmethod @@ -635,8 +626,7 @@ class LiteLLM_BudgetTable(LiteLLMBase): model_max_budget: Optional[dict] = None budget_duration: Optional[str] = None - class Config: - protected_namespaces = () + model_config: ConfigDict = ConfigDict(protected_namespaces=()) class NewOrganizationRequest(LiteLLM_BudgetTable): @@ -686,8 +676,7 @@ class KeyManagementSettings(LiteLLMBase): class TeamDefaultSettings(LiteLLMBase): team_id: str - class Config: - extra = "allow" # allow params not defined here, these fall in litellm.completion(**kwargs) + model_config: ConfigDict = ConfigDict(extra="allow") # allow params not defined here, these fall in litellm.completion(**kwargs) class DynamoDBArgs(LiteLLMBase): @@ -851,8 +840,7 @@ class ConfigYAML(LiteLLMBase): description="litellm router object settings. See router.py __init__ for all, example router.num_retries=5, router.timeout=5, router.max_retries=5, router.retry_after=5", ) - class Config: - protected_namespaces = () + model_config: ConfigDict = ConfigDict(protected_namespaces=()) class LiteLLM_VerificationToken(LiteLLMBase): @@ -886,8 +874,7 @@ class LiteLLM_VerificationToken(LiteLLMBase): user_id_rate_limits: Optional[dict] = None team_id_rate_limits: Optional[dict] = None - class Config: - protected_namespaces = () + model_config: ConfigDict = ConfigDict(protected_namespaces=()) class LiteLLM_VerificationTokenView(LiteLLM_VerificationToken): @@ -954,8 +941,7 @@ class LiteLLM_UserTable(LiteLLMBase): values.update({"models": []}) return values - class Config: - protected_namespaces = () + model_config: ConfigDict = ConfigDict(protected_namespaces=()) class LiteLLM_EndUserTable(LiteLLMBase): @@ -974,8 +960,7 @@ class LiteLLM_EndUserTable(LiteLLMBase): values.update({"spend": 0.0}) return values - class Config: - protected_namespaces = () + model_config: ConfigDict = ConfigDict(protected_namespaces=()) class LiteLLM_SpendLogs(LiteLLMBase): From 603705661a6590d100516e8e741c256a2a7b0082 Mon Sep 17 00:00:00 2001 From: lj Date: Thu, 16 May 2024 16:51:36 +0800 Subject: [PATCH 008/136] Update model config in test_config.py --- litellm/tests/test_config.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/litellm/tests/test_config.py b/litellm/tests/test_config.py index e38187e0ea..cb7a9f484d 100644 --- a/litellm/tests/test_config.py +++ b/litellm/tests/test_config.py @@ -13,7 +13,7 @@ sys.path.insert( 0, os.path.abspath("../..") ) # Adds the parent directory to the, system path import pytest, litellm -from pydantic import BaseModel +from pydantic import BaseModel, ConfigDict from litellm.proxy.proxy_server import ProxyConfig from litellm.proxy.utils import encrypt_value, ProxyLogging, DualCache from litellm.types.router import Deployment, LiteLLM_Params, ModelInfo @@ -26,8 +26,7 @@ class DBModel(BaseModel): model_info: dict litellm_params: dict - class Config: - protected_namespaces = () + config_dict: ConfigDict = ConfigDict(protected_namespaces=()) @pytest.mark.asyncio From 64f40385203934e0238560d56b3394ebad6b60ff Mon Sep 17 00:00:00 2001 From: lj Date: Thu, 16 May 2024 16:52:21 +0800 Subject: [PATCH 009/136] Update model config in completion.py --- litellm/types/completion.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/litellm/types/completion.py b/litellm/types/completion.py index 78af7667ba..36d6cf994c 100644 --- a/litellm/types/completion.py +++ b/litellm/types/completion.py @@ -1,6 +1,6 @@ from typing import List, Optional, Union, Iterable -from pydantic import BaseModel, validator +from pydantic import BaseModel, ConfigDict, validator from typing_extensions import Literal, Required, TypedDict @@ -191,6 +191,4 @@ class CompletionRequest(BaseModel): api_key: Optional[str] = None model_list: Optional[List[str]] = None - class Config: - extra = "allow" - protected_namespaces = () + model_config: ConfigDict = ConfigDict(protected_namespaces=(), extra="allow") From 5945bb5ed28d0da04b3f7e7f8114cdcaddba481b Mon Sep 17 00:00:00 2001 From: lj Date: Thu, 16 May 2024 16:52:44 +0800 Subject: [PATCH 010/136] Update model config in embedding.py --- litellm/types/embedding.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/litellm/types/embedding.py b/litellm/types/embedding.py index 9db0ef2907..c0af79b996 100644 --- a/litellm/types/embedding.py +++ b/litellm/types/embedding.py @@ -1,6 +1,6 @@ from typing import List, Optional, Union -from pydantic import BaseModel, validator +from pydantic import BaseModel, ConfigDict class EmbeddingRequest(BaseModel): @@ -18,6 +18,4 @@ class EmbeddingRequest(BaseModel): litellm_logging_obj: Optional[dict] = None logger_fn: Optional[str] = None - class Config: - # allow kwargs - extra = "allow" + model_config: ConfigDict = ConfigDict(extra="allow") From 7c31eccdc23719503bbda28f7a4f0fc0f5429c6e Mon Sep 17 00:00:00 2001 From: lj Date: Thu, 16 May 2024 16:53:05 +0800 Subject: [PATCH 011/136] Update model config in router.py --- litellm/types/router.py | 32 +++++++++++--------------------- 1 file changed, 11 insertions(+), 21 deletions(-) diff --git a/litellm/types/router.py b/litellm/types/router.py index 68ee387fea..c9c74ac20d 100644 --- a/litellm/types/router.py +++ b/litellm/types/router.py @@ -1,6 +1,6 @@ from typing import List, Optional, Union, Dict, Tuple, Literal, TypedDict import httpx -from pydantic import BaseModel, validator, Field +from pydantic import BaseModel, ConfigDict, validator, Field from .completion import CompletionRequest from .embedding import EmbeddingRequest import uuid, enum @@ -12,8 +12,7 @@ class ModelConfig(BaseModel): tpm: int rpm: int - class Config: - protected_namespaces = () + model_config: ConfigDict = ConfigDict(protected_namespaces=()) class RouterConfig(BaseModel): @@ -44,8 +43,7 @@ class RouterConfig(BaseModel): "latency-based-routing", ] = "simple-shuffle" - class Config: - protected_namespaces = () + model_config: ConfigDict = ConfigDict(protected_namespaces=()) class UpdateRouterConfig(BaseModel): @@ -65,8 +63,7 @@ class UpdateRouterConfig(BaseModel): fallbacks: Optional[List[dict]] = None context_window_fallbacks: Optional[List[dict]] = None - class Config: - protected_namespaces = () + model_config: ConfigDict = ConfigDict(protected_namespaces=()) class ModelInfo(BaseModel): @@ -84,8 +81,7 @@ class ModelInfo(BaseModel): id = str(id) super().__init__(id=id, **params) - class Config: - extra = "allow" + model_config: ConfigDict = ConfigDict(extra="allow") def __contains__(self, key): # Define custom behavior for the 'in' operator @@ -139,6 +135,8 @@ class GenericLiteLLMParams(BaseModel): output_cost_per_token: Optional[float] = None input_cost_per_second: Optional[float] = None output_cost_per_second: Optional[float] = None + + model_config: ConfigDict = ConfigDict(extra="allow", arbitrary_types_allowed=True) def __init__( self, @@ -180,10 +178,6 @@ class GenericLiteLLMParams(BaseModel): max_retries = int(max_retries) # cast to int super().__init__(max_retries=max_retries, **args, **params) - class Config: - extra = "allow" - arbitrary_types_allowed = True - def __contains__(self, key): # Define custom behavior for the 'in' operator return hasattr(self, key) @@ -207,6 +201,7 @@ class LiteLLM_Params(GenericLiteLLMParams): """ model: str + model_config: ConfigDict = ConfigDict(extra="allow", arbitrary_types_allowed=True) def __init__( self, @@ -241,9 +236,6 @@ class LiteLLM_Params(GenericLiteLLMParams): max_retries = int(max_retries) # cast to int super().__init__(max_retries=max_retries, **args, **params) - class Config: - extra = "allow" - arbitrary_types_allowed = True def __contains__(self, key): # Define custom behavior for the 'in' operator @@ -273,8 +265,7 @@ class updateDeployment(BaseModel): litellm_params: Optional[updateLiteLLMParams] = None model_info: Optional[ModelInfo] = None - class Config: - protected_namespaces = () + model_config: ConfigDict = ConfigDict(protected_namespaces=()) class LiteLLMParamsTypedDict(TypedDict, total=False): @@ -322,6 +313,8 @@ class Deployment(BaseModel): model_name: str litellm_params: LiteLLM_Params model_info: ModelInfo + + model_config: ConfigDict = ConfigDict(extra="allow", protected_namespaces=()) def __init__( self, @@ -348,9 +341,6 @@ class Deployment(BaseModel): # if using pydantic v1 return self.dict(**kwargs) - class Config: - extra = "allow" - protected_namespaces = () def __contains__(self, key): # Define custom behavior for the 'in' operator From f3d0f003fb4319ae12c79fdb1297144707c5e66b Mon Sep 17 00:00:00 2001 From: lj Date: Fri, 17 May 2024 10:39:00 +0800 Subject: [PATCH 012/136] Removed config dict type definition --- litellm/proxy/_types.py | 28 ++++++++++++++-------------- litellm/types/completion.py | 2 +- litellm/types/embedding.py | 2 +- litellm/types/router.py | 16 ++++++++-------- litellm/utils.py | 2 +- 5 files changed, 25 insertions(+), 25 deletions(-) diff --git a/litellm/proxy/_types.py b/litellm/proxy/_types.py index 84b0a5833b..11bd2e77c7 100644 --- a/litellm/proxy/_types.py +++ b/litellm/proxy/_types.py @@ -35,7 +35,7 @@ class LiteLLMBase(BaseModel): # if using pydantic v1 return self.__fields_set__ - model_config: ConfigDict = ConfigDict(protected_namespaces=()) + model_config = ConfigDict(protected_namespaces=()) class LiteLLM_UpperboundKeyGenerateParams(LiteLLMBase): @@ -298,7 +298,7 @@ class ProxyChatCompletionRequest(LiteLLMBase): deployment_id: Optional[str] = None request_timeout: Optional[int] = None - model_config: ConfigDict = ConfigDict(extra="allow") # allow params not defined here, these fall in litellm.completion(**kwargs) + model_config = ConfigDict(extra="allow") # allow params not defined here, these fall in litellm.completion(**kwargs) class ModelInfoDelete(LiteLLMBase): @@ -325,7 +325,7 @@ class ModelInfo(LiteLLMBase): ] ] - model_config: ConfigDict = ConfigDict(protected_namespaces=(), extra="allow") + model_config = ConfigDict(protected_namespaces=(), extra="allow") @model_validator(mode="before") @classmethod @@ -354,7 +354,7 @@ class ModelParams(LiteLLMBase): litellm_params: dict model_info: ModelInfo - model_config: ConfigDict = ConfigDict(protected_namespaces=()) + model_config = ConfigDict(protected_namespaces=()) @model_validator(mode="before") @classmethod @@ -393,7 +393,7 @@ class GenerateKeyRequest(GenerateRequestBase): {} ) # {"gpt-4": 5.0, "gpt-3.5-turbo": 5.0}, defaults to {} - model_config: ConfigDict = ConfigDict(protected_namespaces=()) + model_config = ConfigDict(protected_namespaces=()) class GenerateKeyResponse(GenerateKeyRequest): @@ -444,7 +444,7 @@ class LiteLLM_ModelTable(LiteLLMBase): created_by: str updated_by: str - model_config: ConfigDict = ConfigDict(protected_namespaces=()) + model_config = ConfigDict(protected_namespaces=()) class NewUserRequest(GenerateKeyRequest): @@ -533,7 +533,7 @@ class TeamBase(LiteLLMBase): class NewTeamRequest(TeamBase): model_aliases: Optional[dict] = None - model_config: ConfigDict = ConfigDict(protected_namespaces=()) + model_config = ConfigDict(protected_namespaces=()) class GlobalEndUsersSpend(LiteLLMBase): @@ -587,7 +587,7 @@ class LiteLLM_TeamTable(TeamBase): budget_reset_at: Optional[datetime] = None model_id: Optional[int] = None - model_config: ConfigDict = ConfigDict(protected_namespaces=()) + model_config = ConfigDict(protected_namespaces=()) @model_validator(mode="before") @classmethod @@ -626,7 +626,7 @@ class LiteLLM_BudgetTable(LiteLLMBase): model_max_budget: Optional[dict] = None budget_duration: Optional[str] = None - model_config: ConfigDict = ConfigDict(protected_namespaces=()) + model_config = ConfigDict(protected_namespaces=()) class NewOrganizationRequest(LiteLLM_BudgetTable): @@ -676,7 +676,7 @@ class KeyManagementSettings(LiteLLMBase): class TeamDefaultSettings(LiteLLMBase): team_id: str - model_config: ConfigDict = ConfigDict(extra="allow") # allow params not defined here, these fall in litellm.completion(**kwargs) + model_config = ConfigDict(extra="allow") # allow params not defined here, these fall in litellm.completion(**kwargs) class DynamoDBArgs(LiteLLMBase): @@ -840,7 +840,7 @@ class ConfigYAML(LiteLLMBase): description="litellm router object settings. See router.py __init__ for all, example router.num_retries=5, router.timeout=5, router.max_retries=5, router.retry_after=5", ) - model_config: ConfigDict = ConfigDict(protected_namespaces=()) + model_config = ConfigDict(protected_namespaces=()) class LiteLLM_VerificationToken(LiteLLMBase): @@ -874,7 +874,7 @@ class LiteLLM_VerificationToken(LiteLLMBase): user_id_rate_limits: Optional[dict] = None team_id_rate_limits: Optional[dict] = None - model_config: ConfigDict = ConfigDict(protected_namespaces=()) + model_config = ConfigDict(protected_namespaces=()) class LiteLLM_VerificationTokenView(LiteLLM_VerificationToken): @@ -941,7 +941,7 @@ class LiteLLM_UserTable(LiteLLMBase): values.update({"models": []}) return values - model_config: ConfigDict = ConfigDict(protected_namespaces=()) + model_config = ConfigDict(protected_namespaces=()) class LiteLLM_EndUserTable(LiteLLMBase): @@ -960,7 +960,7 @@ class LiteLLM_EndUserTable(LiteLLMBase): values.update({"spend": 0.0}) return values - model_config: ConfigDict = ConfigDict(protected_namespaces=()) + model_config = ConfigDict(protected_namespaces=()) class LiteLLM_SpendLogs(LiteLLMBase): diff --git a/litellm/types/completion.py b/litellm/types/completion.py index 36d6cf994c..c8ddc74498 100644 --- a/litellm/types/completion.py +++ b/litellm/types/completion.py @@ -191,4 +191,4 @@ class CompletionRequest(BaseModel): api_key: Optional[str] = None model_list: Optional[List[str]] = None - model_config: ConfigDict = ConfigDict(protected_namespaces=(), extra="allow") + model_config = ConfigDict(protected_namespaces=(), extra="allow") diff --git a/litellm/types/embedding.py b/litellm/types/embedding.py index c0af79b996..f8fdebc539 100644 --- a/litellm/types/embedding.py +++ b/litellm/types/embedding.py @@ -18,4 +18,4 @@ class EmbeddingRequest(BaseModel): litellm_logging_obj: Optional[dict] = None logger_fn: Optional[str] = None - model_config: ConfigDict = ConfigDict(extra="allow") + model_config = ConfigDict(extra="allow") diff --git a/litellm/types/router.py b/litellm/types/router.py index c9c74ac20d..189988a615 100644 --- a/litellm/types/router.py +++ b/litellm/types/router.py @@ -12,7 +12,7 @@ class ModelConfig(BaseModel): tpm: int rpm: int - model_config: ConfigDict = ConfigDict(protected_namespaces=()) + model_config = ConfigDict(protected_namespaces=()) class RouterConfig(BaseModel): @@ -43,7 +43,7 @@ class RouterConfig(BaseModel): "latency-based-routing", ] = "simple-shuffle" - model_config: ConfigDict = ConfigDict(protected_namespaces=()) + model_config = ConfigDict(protected_namespaces=()) class UpdateRouterConfig(BaseModel): @@ -63,7 +63,7 @@ class UpdateRouterConfig(BaseModel): fallbacks: Optional[List[dict]] = None context_window_fallbacks: Optional[List[dict]] = None - model_config: ConfigDict = ConfigDict(protected_namespaces=()) + model_config = ConfigDict(protected_namespaces=()) class ModelInfo(BaseModel): @@ -81,7 +81,7 @@ class ModelInfo(BaseModel): id = str(id) super().__init__(id=id, **params) - model_config: ConfigDict = ConfigDict(extra="allow") + model_config = ConfigDict(extra="allow") def __contains__(self, key): # Define custom behavior for the 'in' operator @@ -136,7 +136,7 @@ class GenericLiteLLMParams(BaseModel): input_cost_per_second: Optional[float] = None output_cost_per_second: Optional[float] = None - model_config: ConfigDict = ConfigDict(extra="allow", arbitrary_types_allowed=True) + model_config = ConfigDict(extra="allow", arbitrary_types_allowed=True) def __init__( self, @@ -201,7 +201,7 @@ class LiteLLM_Params(GenericLiteLLMParams): """ model: str - model_config: ConfigDict = ConfigDict(extra="allow", arbitrary_types_allowed=True) + model_config = ConfigDict(extra="allow", arbitrary_types_allowed=True) def __init__( self, @@ -265,7 +265,7 @@ class updateDeployment(BaseModel): litellm_params: Optional[updateLiteLLMParams] = None model_info: Optional[ModelInfo] = None - model_config: ConfigDict = ConfigDict(protected_namespaces=()) + model_config = ConfigDict(protected_namespaces=()) class LiteLLMParamsTypedDict(TypedDict, total=False): @@ -314,7 +314,7 @@ class Deployment(BaseModel): litellm_params: LiteLLM_Params model_info: ModelInfo - model_config: ConfigDict = ConfigDict(extra="allow", protected_namespaces=()) + model_config = ConfigDict(extra="allow", protected_namespaces=()) def __init__( self, diff --git a/litellm/utils.py b/litellm/utils.py index cac3ac8655..53a2d31ce4 100644 --- a/litellm/utils.py +++ b/litellm/utils.py @@ -332,7 +332,7 @@ class HiddenParams(OpenAIObject): model_id: Optional[str] = None # used in Router for individual deployments api_base: Optional[str] = None # returns api base used for making completion call - model_config: ConfigDict = ConfigDict(extra="allow", protected_namespaces=()) + model_config = ConfigDict(extra="allow", protected_namespaces=()) def get(self, key, default=None): # Custom .get() method to access attributes with a default value if the attribute doesn't exist From 1de5aa30af38bc6d89d55602109e3879fea567f0 Mon Sep 17 00:00:00 2001 From: lj Date: Fri, 17 May 2024 10:39:36 +0800 Subject: [PATCH 013/136] Add pydantic plugin to mypy to eliminate incorrect lint errors --- pyproject.toml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/pyproject.toml b/pyproject.toml index 55e88c30a2..e38958ea10 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -84,3 +84,5 @@ version_files = [ "pyproject.toml:^version" ] +[tool.mypy] +plugins = "pydantic.mypy" From 7602c6f436815aa457d9fdc353284541ec1c8d25 Mon Sep 17 00:00:00 2001 From: Nir Gazit Date: Sun, 26 May 2024 10:08:48 +0300 Subject: [PATCH 014/136] Revert "Revert "Log errors in Traceloop Integration"" --- litellm/integrations/traceloop.py | 229 +++++++++++++++++------------- litellm/tests/test_traceloop.py | 74 ++++------ litellm/utils.py | 12 ++ 3 files changed, 176 insertions(+), 139 deletions(-) diff --git a/litellm/integrations/traceloop.py b/litellm/integrations/traceloop.py index bbdb9a1b0a..39d62028e8 100644 --- a/litellm/integrations/traceloop.py +++ b/litellm/integrations/traceloop.py @@ -1,114 +1,153 @@ +import traceback +from litellm._logging import verbose_logger +import litellm + + class TraceloopLogger: def __init__(self): - from traceloop.sdk.tracing.tracing import TracerWrapper - from traceloop.sdk import Traceloop + try: + from traceloop.sdk.tracing.tracing import TracerWrapper + from traceloop.sdk import Traceloop + from traceloop.sdk.instruments import Instruments + except ModuleNotFoundError as e: + verbose_logger.error( + f"Traceloop not installed, try running 'pip install traceloop-sdk' to fix this error: {e}\n{traceback.format_exc()}" + ) - Traceloop.init(app_name="Litellm-Server", disable_batch=True) + Traceloop.init( + app_name="Litellm-Server", + disable_batch=True, + instruments=[ + Instruments.CHROMA, + Instruments.PINECONE, + Instruments.WEAVIATE, + Instruments.LLAMA_INDEX, + Instruments.LANGCHAIN, + ], + ) self.tracer_wrapper = TracerWrapper() - def log_event(self, kwargs, response_obj, start_time, end_time, print_verbose): - from opentelemetry.trace import SpanKind + def log_event( + self, + kwargs, + response_obj, + start_time, + end_time, + user_id, + print_verbose, + level="DEFAULT", + status_message=None, + ): + from opentelemetry import trace + from opentelemetry.trace import SpanKind, Status, StatusCode from opentelemetry.semconv.ai import SpanAttributes try: + print_verbose( + f"Traceloop Logging - Enters logging function for model {kwargs}" + ) + tracer = self.tracer_wrapper.get_tracer() - model = kwargs.get("model") - - # LiteLLM uses the standard OpenAI library, so it's already handled by Traceloop SDK - if kwargs.get("litellm_params").get("custom_llm_provider") == "openai": - return - optional_params = kwargs.get("optional_params", {}) - with tracer.start_as_current_span( - "litellm.completion", - kind=SpanKind.CLIENT, - ) as span: - if span.is_recording(): + span = tracer.start_span( + "litellm.completion", kind=SpanKind.CLIENT, start_time=start_time + ) + + if span.is_recording(): + span.set_attribute( + SpanAttributes.LLM_REQUEST_MODEL, kwargs.get("model") + ) + if "stop" in optional_params: span.set_attribute( - SpanAttributes.LLM_REQUEST_MODEL, kwargs.get("model") + SpanAttributes.LLM_CHAT_STOP_SEQUENCES, + optional_params.get("stop"), ) - if "stop" in optional_params: - span.set_attribute( - SpanAttributes.LLM_CHAT_STOP_SEQUENCES, - optional_params.get("stop"), - ) - if "frequency_penalty" in optional_params: - span.set_attribute( - SpanAttributes.LLM_FREQUENCY_PENALTY, - optional_params.get("frequency_penalty"), - ) - if "presence_penalty" in optional_params: - span.set_attribute( - SpanAttributes.LLM_PRESENCE_PENALTY, - optional_params.get("presence_penalty"), - ) - if "top_p" in optional_params: - span.set_attribute( - SpanAttributes.LLM_TOP_P, optional_params.get("top_p") - ) - if "tools" in optional_params or "functions" in optional_params: - span.set_attribute( - SpanAttributes.LLM_REQUEST_FUNCTIONS, - optional_params.get( - "tools", optional_params.get("functions") - ), - ) - if "user" in optional_params: - span.set_attribute( - SpanAttributes.LLM_USER, optional_params.get("user") - ) - if "max_tokens" in optional_params: - span.set_attribute( - SpanAttributes.LLM_REQUEST_MAX_TOKENS, - kwargs.get("max_tokens"), - ) - if "temperature" in optional_params: - span.set_attribute( - SpanAttributes.LLM_TEMPERATURE, kwargs.get("temperature") - ) - - for idx, prompt in enumerate(kwargs.get("messages")): - span.set_attribute( - f"{SpanAttributes.LLM_PROMPTS}.{idx}.role", - prompt.get("role"), - ) - span.set_attribute( - f"{SpanAttributes.LLM_PROMPTS}.{idx}.content", - prompt.get("content"), - ) - + if "frequency_penalty" in optional_params: span.set_attribute( - SpanAttributes.LLM_RESPONSE_MODEL, response_obj.get("model") + SpanAttributes.LLM_FREQUENCY_PENALTY, + optional_params.get("frequency_penalty"), + ) + if "presence_penalty" in optional_params: + span.set_attribute( + SpanAttributes.LLM_PRESENCE_PENALTY, + optional_params.get("presence_penalty"), + ) + if "top_p" in optional_params: + span.set_attribute( + SpanAttributes.LLM_TOP_P, optional_params.get("top_p") + ) + if "tools" in optional_params or "functions" in optional_params: + span.set_attribute( + SpanAttributes.LLM_REQUEST_FUNCTIONS, + optional_params.get("tools", optional_params.get("functions")), + ) + if "user" in optional_params: + span.set_attribute( + SpanAttributes.LLM_USER, optional_params.get("user") + ) + if "max_tokens" in optional_params: + span.set_attribute( + SpanAttributes.LLM_REQUEST_MAX_TOKENS, + kwargs.get("max_tokens"), + ) + if "temperature" in optional_params: + span.set_attribute( + SpanAttributes.LLM_REQUEST_TEMPERATURE, + kwargs.get("temperature"), ) - usage = response_obj.get("usage") - if usage: - span.set_attribute( - SpanAttributes.LLM_USAGE_TOTAL_TOKENS, - usage.get("total_tokens"), - ) - span.set_attribute( - SpanAttributes.LLM_USAGE_COMPLETION_TOKENS, - usage.get("completion_tokens"), - ) - span.set_attribute( - SpanAttributes.LLM_USAGE_PROMPT_TOKENS, - usage.get("prompt_tokens"), - ) - for idx, choice in enumerate(response_obj.get("choices")): - span.set_attribute( - f"{SpanAttributes.LLM_COMPLETIONS}.{idx}.finish_reason", - choice.get("finish_reason"), - ) - span.set_attribute( - f"{SpanAttributes.LLM_COMPLETIONS}.{idx}.role", - choice.get("message").get("role"), - ) - span.set_attribute( - f"{SpanAttributes.LLM_COMPLETIONS}.{idx}.content", - choice.get("message").get("content"), - ) + for idx, prompt in enumerate(kwargs.get("messages")): + span.set_attribute( + f"{SpanAttributes.LLM_PROMPTS}.{idx}.role", + prompt.get("role"), + ) + span.set_attribute( + f"{SpanAttributes.LLM_PROMPTS}.{idx}.content", + prompt.get("content"), + ) + + span.set_attribute( + SpanAttributes.LLM_RESPONSE_MODEL, response_obj.get("model") + ) + usage = response_obj.get("usage") + if usage: + span.set_attribute( + SpanAttributes.LLM_USAGE_TOTAL_TOKENS, + usage.get("total_tokens"), + ) + span.set_attribute( + SpanAttributes.LLM_USAGE_COMPLETION_TOKENS, + usage.get("completion_tokens"), + ) + span.set_attribute( + SpanAttributes.LLM_USAGE_PROMPT_TOKENS, + usage.get("prompt_tokens"), + ) + + for idx, choice in enumerate(response_obj.get("choices")): + span.set_attribute( + f"{SpanAttributes.LLM_COMPLETIONS}.{idx}.finish_reason", + choice.get("finish_reason"), + ) + span.set_attribute( + f"{SpanAttributes.LLM_COMPLETIONS}.{idx}.role", + choice.get("message").get("role"), + ) + span.set_attribute( + f"{SpanAttributes.LLM_COMPLETIONS}.{idx}.content", + choice.get("message").get("content"), + ) + + if ( + level == "ERROR" + and status_message is not None + and isinstance(status_message, str) + ): + span.record_exception(Exception(status_message)) + span.set_status(Status(StatusCode.ERROR, status_message)) + + span.end(end_time) except Exception as e: print_verbose(f"Traceloop Layer Error - {e}") diff --git a/litellm/tests/test_traceloop.py b/litellm/tests/test_traceloop.py index 405a8a3574..f969736285 100644 --- a/litellm/tests/test_traceloop.py +++ b/litellm/tests/test_traceloop.py @@ -1,49 +1,35 @@ -# Commented out for now - since traceloop break ci/cd -# import sys -# import os -# import io, asyncio +import sys +import os +import time +import pytest +import litellm +from opentelemetry.sdk.trace.export.in_memory_span_exporter import InMemorySpanExporter +from traceloop.sdk import Traceloop -# sys.path.insert(0, os.path.abspath('../..')) - -# from litellm import completion -# import litellm -# litellm.num_retries = 3 -# litellm.success_callback = [""] -# import time -# import pytest -# from traceloop.sdk import Traceloop -# Traceloop.init(app_name="test-litellm", disable_batch=True) +sys.path.insert(0, os.path.abspath("../..")) -# def test_traceloop_logging(): -# try: -# litellm.set_verbose = True -# response = litellm.completion( -# model="gpt-3.5-turbo", -# messages=[{"role": "user", "content":"This is a test"}], -# max_tokens=1000, -# temperature=0.7, -# timeout=5, -# ) -# print(f"response: {response}") -# except Exception as e: -# pytest.fail(f"An exception occurred - {e}") -# # test_traceloop_logging() +@pytest.fixture() +def exporter(): + exporter = InMemorySpanExporter() + Traceloop.init( + app_name="test_litellm", + disable_batch=True, + exporter=exporter, + ) + litellm.success_callback = ["traceloop"] + litellm.set_verbose = True + + return exporter -# # def test_traceloop_logging_async(): -# # try: -# # litellm.set_verbose = True -# # async def test_acompletion(): -# # return await litellm.acompletion( -# # model="gpt-3.5-turbo", -# # messages=[{"role": "user", "content":"This is a test"}], -# # max_tokens=1000, -# # temperature=0.7, -# # timeout=5, -# # ) -# # response = asyncio.run(test_acompletion()) -# # print(f"response: {response}") -# # except Exception as e: -# # pytest.fail(f"An exception occurred - {e}") -# # test_traceloop_logging_async() +@pytest.mark.parametrize("model", ["claude-instant-1.2", "gpt-3.5-turbo"]) +def test_traceloop_logging(exporter, model): + + litellm.completion( + model=model, + messages=[{"role": "user", "content": "This is a test"}], + max_tokens=1000, + temperature=0.7, + timeout=5, + ) diff --git a/litellm/utils.py b/litellm/utils.py index 5da01c764f..bef4fb55bf 100644 --- a/litellm/utils.py +++ b/litellm/utils.py @@ -2027,6 +2027,7 @@ class Logging: response_obj=result, start_time=start_time, end_time=end_time, + user_id=kwargs.get("user", None), print_verbose=print_verbose, ) if callback == "s3": @@ -2598,6 +2599,17 @@ class Logging: level="ERROR", kwargs=self.model_call_details, ) + if callback == "traceloop": + traceloopLogger.log_event( + start_time=start_time, + end_time=end_time, + response_obj=None, + user_id=kwargs.get("user", None), + print_verbose=print_verbose, + status_message=str(exception), + level="ERROR", + kwargs=self.model_call_details, + ) if callback == "prometheus": global prometheusLogger verbose_logger.debug("reaches prometheus for success logging!") From 0a50deb6dc926d3b19305e06f682fac4539f62fe Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Mon, 27 May 2024 22:37:12 -0700 Subject: [PATCH 015/136] ui - setup / test email alerting --- .../src/components/settings.tsx | 85 ++++++++++++++++++- 1 file changed, 84 insertions(+), 1 deletion(-) diff --git a/ui/litellm-dashboard/src/components/settings.tsx b/ui/litellm-dashboard/src/components/settings.tsx index 5f712b1d44..badea63416 100644 --- a/ui/litellm-dashboard/src/components/settings.tsx +++ b/ui/litellm-dashboard/src/components/settings.tsx @@ -188,6 +188,43 @@ const Settings: React.FC = ({ console.log("Selected values:", values); }; + const handleSaveEmailSettings = () => { + if (!accessToken) { + return; + } + + + let updatedVariables: Record = {}; + + alerts + .filter((alert) => alert.name === "email") + .forEach((alert) => { + Object.entries(alert.variables ?? {}).forEach(([key, value]) => { + const inputElement = document.querySelector(`input[name="${key}"]`) as HTMLInputElement; + if (inputElement && inputElement.value) { + updatedVariables[key] = inputElement?.value; + } + }); + }); + + console.log("updatedVariables", updatedVariables); + //filter out null / undefined values for updatedVariables + + const payload = { + general_settings: { + alerting: ["email"], + }, + environment_variables: updatedVariables, + }; + try { + setCallbacksCall(accessToken, payload); + } catch (error) { + message.error("Failed to update alerts: " + error, 20); + } + + message.success("Email settings updated successfully"); + } + const handleSaveAlerts = () => { if (!accessToken) { return; @@ -369,7 +406,8 @@ const Settings: React.FC = ({ Logging Callbacks Alerting Types - Alerting Settings + Alerting Settings + Email Alerts @@ -526,6 +564,51 @@ const Settings: React.FC = ({ premiumUser={premiumUser} /> + + + {/* + Email Alerts are sent to when
+ - A key is created for a specific user_id
+ - A key belonging to a user crosses its budget + */} + Setup +
+ {alerts + .filter((alert) => alert.name == "email") + .map((alert, index) => ( + +
    + {Object.entries(alert.variables ?? {}) + + .map(([key, value]) => ( +
  • + {key} + +
    • + ))} +
+ + ))} + +
+ + + + + + From b5f88b67b360db9c5b06acbe63e0a296cbad8e6b Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Mon, 27 May 2024 22:38:17 -0700 Subject: [PATCH 016/136] fix - validation for email alerting --- litellm/integrations/slack_alerting.py | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/litellm/integrations/slack_alerting.py b/litellm/integrations/slack_alerting.py index c822958d93..8fa1be8915 100644 --- a/litellm/integrations/slack_alerting.py +++ b/litellm/integrations/slack_alerting.py @@ -41,6 +41,7 @@ class ProviderRegionOutageModel(BaseOutageModel): # 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" class LiteLLMBase(BaseModel): @@ -1171,6 +1172,10 @@ Model Info: 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 event_name = webhook_event.event_message recipient_email = webhook_event.user_email @@ -1271,6 +1276,11 @@ Model Info: 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 + event_name = webhook_event.event_message recipient_email = webhook_event.user_email user_name = webhook_event.user_id From 24c80e6bc758333655c7ccfffba6c7db0d0fdb1a Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Mon, 27 May 2024 22:46:45 -0700 Subject: [PATCH 017/136] fix - testing email alerting --- litellm/proxy/proxy_server.py | 164 ++++++++++++++++++++++++---------- 1 file changed, 118 insertions(+), 46 deletions(-) diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index 0e8d20f164..c67363456d 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -2930,48 +2930,54 @@ class ProxyConfig: global llm_router, llm_model_list, master_key, general_settings import base64 - if llm_router is None and master_key is not None: - verbose_proxy_logger.debug(f"len new_models: {len(new_models)}") + try: + if llm_router is None and master_key is not None: + verbose_proxy_logger.debug(f"len new_models: {len(new_models)}") - _model_list: list = [] - for m in new_models: - _litellm_params = m.litellm_params - if isinstance(_litellm_params, dict): - # decrypt values - for k, v in _litellm_params.items(): - if isinstance(v, str): - # decode base64 - decoded_b64 = base64.b64decode(v) - # decrypt value - _litellm_params[k] = decrypt_value( - value=decoded_b64, master_key=master_key # type: ignore - ) - _litellm_params = LiteLLM_Params(**_litellm_params) - else: - verbose_proxy_logger.error( - f"Invalid model added to proxy db. Invalid litellm params. litellm_params={_litellm_params}" + _model_list: list = [] + for m in new_models: + _litellm_params = m.litellm_params + if isinstance(_litellm_params, dict): + # decrypt values + for k, v in _litellm_params.items(): + if isinstance(v, str): + # decode base64 + decoded_b64 = base64.b64decode(v) + # decrypt value + _litellm_params[k] = decrypt_value( + value=decoded_b64, master_key=master_key # type: ignore + ) + _litellm_params = LiteLLM_Params(**_litellm_params) + else: + verbose_proxy_logger.error( + f"Invalid model added to proxy db. Invalid litellm params. litellm_params={_litellm_params}" + ) + continue # skip to next model + + _model_info = self.get_model_info_with_id(model=m) + _model_list.append( + Deployment( + model_name=m.model_name, + litellm_params=_litellm_params, + model_info=_model_info, + ).to_json(exclude_none=True) ) - continue # skip to next model + if len(_model_list) > 0: + verbose_proxy_logger.debug(f"_model_list: {_model_list}") + llm_router = litellm.Router(model_list=_model_list) + verbose_proxy_logger.debug(f"updated llm_router: {llm_router}") + else: + verbose_proxy_logger.debug(f"len new_models: {len(new_models)}") + ## DELETE MODEL LOGIC + await self._delete_deployment(db_models=new_models) - _model_info = self.get_model_info_with_id(model=m) - _model_list.append( - Deployment( - model_name=m.model_name, - litellm_params=_litellm_params, - model_info=_model_info, - ).to_json(exclude_none=True) - ) - if len(_model_list) > 0: - verbose_proxy_logger.debug(f"_model_list: {_model_list}") - llm_router = litellm.Router(model_list=_model_list) - verbose_proxy_logger.debug(f"updated llm_router: {llm_router}") - else: - verbose_proxy_logger.debug(f"len new_models: {len(new_models)}") - ## DELETE MODEL LOGIC - await self._delete_deployment(db_models=new_models) + ## ADD MODEL LOGIC + self._add_deployment(db_models=new_models) - ## ADD MODEL LOGIC - self._add_deployment(db_models=new_models) + except Exception as e: + verbose_proxy_logger.error( + f"Error adding/deleting model to llm_router: {str(e)}" + ) if llm_router is not None: llm_model_list = llm_router.get_model_list() @@ -3020,11 +3026,20 @@ class ProxyConfig: ## ALERTING ## [TODO] move this to the _update_general_settings() block _general_settings = config_data.get("general_settings", {}) if "alerting" in _general_settings: - general_settings["alerting"] = _general_settings["alerting"] - proxy_logging_obj.alerting = general_settings["alerting"] - proxy_logging_obj.slack_alerting_instance.alerting = general_settings[ - "alerting" - ] + if ( + general_settings["alerting"] is not None + and isinstance(general_settings["alerting"], list) + and _general_settings["alerting"] is not None + and isinstance(_general_settings["alerting"], list) + ): + for alert in _general_settings["alerting"]: + if alert not in general_settings["alerting"]: + general_settings["alerting"].append(alert) + + proxy_logging_obj.alerting = general_settings["alerting"] + proxy_logging_obj.slack_alerting_instance.alerting = general_settings[ + "alerting" + ] if "alert_types" in _general_settings: general_settings["alert_types"] = _general_settings["alert_types"] @@ -10897,10 +10912,10 @@ async def update_config(config_info: ConfigYAML): if k == "alert_to_webhook_url": # check if slack is already enabled. if not, enable it if "alerting" not in _existing_settings: - _existing_settings["alerting"] = ["slack"] + _existing_settings["alerting"].append("slack") elif isinstance(_existing_settings["alerting"], list): if "slack" not in _existing_settings["alerting"]: - _existing_settings["alerting"] = ["slack"] + _existing_settings["alerting"].append("slack") _existing_settings[k] = v config["general_settings"] = _existing_settings @@ -11386,6 +11401,36 @@ async def get_config(): "alerts_to_webhook": _alerts_to_webhook, } ) + # pass email alerting vars + _email_vars = [ + "SMTP_HOST", + "SMTP_PORT", + "SMTP_USERNAME", + "SMTP_PASSWORD", + "SMTP_SENDER_EMAIL", + "TEST_EMAIL_ADDRESS", + "EMAIL_LOGO_URL", + "EMAIL_SUPPORT_CONTACT", + ] + _email_env_vars = {} + for _var in _email_vars: + env_variable = environment_variables.get(_var, None) + if env_variable is None: + _email_env_vars[_var] = None + else: + # decode + decrypt the value + decoded_b64 = base64.b64decode(env_variable) + _decrypted_value = decrypt_value( + value=decoded_b64, master_key=master_key + ) + _email_env_vars[_var] = _decrypted_value + + alerting_data.append( + { + "name": "email", + "variables": _email_env_vars, + } + ) if llm_router is None: _router_settings = {} @@ -11472,7 +11517,7 @@ async def test_endpoint(request: Request): async def health_services_endpoint( user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth), service: Literal[ - "slack_budget_alerts", "langfuse", "slack", "openmeter", "webhook" + "slack_budget_alerts", "langfuse", "slack", "openmeter", "webhook", "email" ] = fastapi.Query(description="Specify the service being hit."), ): """ @@ -11489,6 +11534,7 @@ async def health_services_endpoint( ) if service not in [ "slack_budget_alerts", + "email", "langfuse", "slack", "openmeter", @@ -11621,6 +11667,32 @@ async def health_services_endpoint( ) }, ) + if service == "email": + webhook_event = WebhookEvent( + event="key_created", + event_group="key", + event_message="Test Email Alert", + token=user_api_key_dict.token or "", + key_alias="Email Test key (This is only a test alert key. DO NOT USE THIS IN PRODUCTION.)", + spend=0, + max_budget=0, + user_id=user_api_key_dict.user_id, + user_email=os.getenv("TEST_EMAIL_ADDRESS"), + team_id=user_api_key_dict.team_id, + ) + + # use create task - this can take 10 seconds. don't keep ui users waiting for notification to check their email + asyncio.create_task( + proxy_logging_obj.slack_alerting_instance.send_key_created_email( + webhook_event=webhook_event + ) + ) + + return { + "status": "success", + "message": "Mock Email Alert sent, verify Email Alert Received", + } + except Exception as e: traceback.print_exc() if isinstance(e, HTTPException): From 66feb7f8841920e3a8bdf79564c090033bbc06d2 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Mon, 27 May 2024 23:21:16 -0700 Subject: [PATCH 018/136] feat -working email settins --- .../src/components/settings.tsx | 131 +++++++++++++++--- 1 file changed, 112 insertions(+), 19 deletions(-) diff --git a/ui/litellm-dashboard/src/components/settings.tsx b/ui/litellm-dashboard/src/components/settings.tsx index badea63416..b1c6587bdb 100644 --- a/ui/litellm-dashboard/src/components/settings.tsx +++ b/ui/litellm-dashboard/src/components/settings.tsx @@ -571,26 +571,119 @@ const Settings: React.FC = ({ - A key is created for a specific user_id
- A key belonging to a user crosses its budget */} - Setup -
- {alerts - .filter((alert) => alert.name == "email") - .map((alert, index) => ( - -
    - {Object.entries(alert.variables ?? {}) - - .map(([key, value]) => ( -
  • - {key} - -
    • - ))} -
- - ))} +Email Settings +
+ {alerts + .filter((alert) => alert.name === "email") + .map((alert, index) => ( + -
+
    + + {Object.entries(alert.variables ?? {}).map(([key, value]) => ( +
  • + + { premiumUser!= true && (key === "EMAIL_LOGO_URL" || key === "EMAIL_SUPPORT_CONTACT") ? ( + + + ) : ( +
    + {key} + +
    + + )} + + {/* Added descriptions for input fields */} +

    + {key === "SMTP_HOST" && ( +

    + Enter the SMTP host address, e.g. 'smtp.resend.com' + Required * +
    + + )} + + {key === "SMTP_PORT" && ( +
    + Enter the SMTP port number, e.g. '587' + Required * + +
    + + )} + + {key === "SMTP_USERNAME" && ( +
    + Enter the SMTP username, e.g. 'username' + Required * +
    + + )} + + {key === "SMTP_PASSWORD" && ( + Required * + )} + + {key === "SMTP_SENDER_EMAIL" && ( +
    + Enter the sender email address, e.g. 'sender@berri.ai' + Required * + +
    + )} + + {key === "TEST_EMAIL_ADDRESS" && ( +
    + Email Address to send 'Test Email Alert' to. example: 'info@berri.ai' + Required * +
    + ) + } + {key === "EMAIL_LOGO_URL" && ( +
    + (Optional) Customize the Logo that appears in the email, pass a url to your logo +
    + ) + } + {key === "EMAIL_SUPPORT_CONTACT" && ( +
    + (Optional) Customize the support email address that appears in the email. Default is support@berri.ai +
    + ) + } +

    +
    • + ))} +     +
+ + ))} +
+ + + + + + + ); +}; + +export default EditUserModal; \ No newline at end of file diff --git a/ui/litellm-dashboard/src/components/leftnav.tsx b/ui/litellm-dashboard/src/components/leftnav.tsx index 89a50ad939..a5b8038221 100644 --- a/ui/litellm-dashboard/src/components/leftnav.tsx +++ b/ui/litellm-dashboard/src/components/leftnav.tsx @@ -79,7 +79,7 @@ const Sidebar: React.FC = ({ {userRole == "Admin" ? ( setPage("users")}> - Users + Internal Users ) : null} diff --git a/ui/litellm-dashboard/src/components/view_users.tsx b/ui/litellm-dashboard/src/components/view_users.tsx index 3faf4c0268..c631ff510a 100644 --- a/ui/litellm-dashboard/src/components/view_users.tsx +++ b/ui/litellm-dashboard/src/components/view_users.tsx @@ -28,8 +28,14 @@ import { userInfoCall } from "./networking"; import { Badge, BadgeDelta, Button } from "@tremor/react"; import RequestAccess from "./request_model_access"; import CreateUser from "./create_user_button"; +import EditUserModal from "./edit_user"; import Paragraph from "antd/es/skeleton/Paragraph"; -import InformationCircleIcon from "@heroicons/react/outline/InformationCircleIcon"; +import { + PencilAltIcon, + InformationCircleIcon, + TrashIcon, +} from "@heroicons/react/outline"; + interface ViewUserDashboardProps { accessToken: string | null; @@ -55,8 +61,32 @@ const ViewUserDashboard: React.FC = ({ const [currentPage, setCurrentPage] = useState(0); const [openDialogId, setOpenDialogId] = React.useState(null); const [selectedItem, setSelectedItem] = useState(null); + const [editModalVisible, setEditModalVisible] = useState(false); + const [selectedUser, setSelectedUser] = useState(null); const defaultPageSize = 25; + const handleEditClick = (user) => { + console.log("handleEditClick:", user); + setSelectedUser(user); + setEditModalVisible(true); + }; + + const handleEditCancel = () => { + setEditModalVisible(false); + setSelectedUser(null); + }; + + const handleEditSubmit = async (editedUser) => { + // Call your API to update the user with editedUser data + // ... + + // Update the userData state with the updated user data + const updatedUserData = userData.map((user) => + user.user_id === editedUser.user_id ? editedUser : user + ); + setUserData(updatedUserData); + }; + useEffect(() => { if (!accessToken || !token || !userRole || !userID) { return; @@ -146,7 +176,8 @@ const ViewUserDashboard: React.FC = ({ User Models User Spend ($ USD) User Max Budget ($ USD) - User API Key Aliases + API Keys + @@ -173,9 +204,13 @@ const ViewUserDashboard: React.FC = ({ (key: any) => key !== null ).length > 0 ? ( - {user.key_aliases - .filter((key: any) => key !== null) - .join(", ")} + { + user.key_aliases.filter( + (key: any) => key !== null + ).length + + } +  Keys ) : ( @@ -188,12 +223,28 @@ const ViewUserDashboard: React.FC = ({ )} {/* {user.key_aliases.filter(key => key !== null).length} Keys */} - {/* { + + + + + { setOpenDialogId(user.user_id) setSelectedItem(user) - }}>View Keys */} - + }}>View Keys + + + { + handleEditClick(user) + }}>View Keys + + { + setOpenDialogId(user.user_id) + setSelectedItem(user) + }}>View Keys + + + ))} @@ -226,30 +277,15 @@ const ViewUserDashboard: React.FC = ({ + {renderPagination()} - {/* { - setOpenDialogId(null); - }} - -> - -
- Key Aliases - - - {selectedItem && selectedItem.key_aliases - ? selectedItem.key_aliases.filter(key => key !== null).length > 0 - ? selectedItem.key_aliases.filter(key => key !== null).join(', ') - : 'No Keys' - : "No Keys"} - -
- - */} ); }; From f729370890e36c1f23ccf73839a5924e69e18766 Mon Sep 17 00:00:00 2001 From: Krrish Dholakia Date: Wed, 29 May 2024 15:59:32 -0700 Subject: [PATCH 069/136] feat(proxy_server.py): emit webhook event whenever customer spend is tracked Closes https://github.com/BerriAI/litellm/issues/3903 --- litellm/integrations/slack_alerting.py | 36 +++++++++++++- litellm/proxy/_types.py | 10 +++- litellm/proxy/proxy_server.py | 68 ++++++++------------------ litellm/tests/test_alerting.py | 30 ++++++++++++ 4 files changed, 92 insertions(+), 52 deletions(-) diff --git a/litellm/integrations/slack_alerting.py b/litellm/integrations/slack_alerting.py index 8fa1be8915..c1fdc553b9 100644 --- a/litellm/integrations/slack_alerting.py +++ b/litellm/integrations/slack_alerting.py @@ -684,14 +684,16 @@ class SlackAlerting(CustomLogger): event: Optional[ Literal["budget_crossed", "threshold_crossed", "projected_limit_exceeded"] ] = None - event_group: Optional[Literal["user", "team", "key", "proxy"]] = None + event_group: Optional[ + Literal["internal_user", "team", "key", "proxy", "customer"] + ] = None event_message: str = "" webhook_event: Optional[WebhookEvent] = None if type == "proxy_budget": event_group = "proxy" event_message += "Proxy Budget: " elif type == "user_budget": - event_group = "user" + event_group = "internal_user" event_message += "User Budget: " _id = user_info.user_id or _id elif type == "team_budget": @@ -755,6 +757,36 @@ class SlackAlerting(CustomLogger): return return + async def customer_spend_alert( + self, + token: Optional[str], + key_alias: Optional[str], + end_user_id: Optional[str], + response_cost: Optional[float], + max_budget: Optional[float], + ): + if end_user_id is not None and token is not None and response_cost is not None: + # log customer spend + event = WebhookEvent( + spend=response_cost, + max_budget=max_budget, + token=token, + customer_id=end_user_id, + user_id=None, + team_id=None, + user_email=None, + key_alias=key_alias, + projected_exceeded_date=None, + projected_spend=None, + event="spend_tracked", + event_group="customer", + event_message="Customer spend tracked. Customer={}, spend={}".format( + end_user_id, response_cost + ), + ) + + await self.send_webhook_alert(webhook_event=event) + def _count_outage_alerts(self, alerts: List[int]) -> str: """ Parameters: diff --git a/litellm/proxy/_types.py b/litellm/proxy/_types.py index 07812a756d..555254a633 100644 --- a/litellm/proxy/_types.py +++ b/litellm/proxy/_types.py @@ -1051,6 +1051,7 @@ class LiteLLM_VerificationTokenView(LiteLLM_VerificationToken): end_user_id: Optional[str] = None end_user_tpm_limit: Optional[int] = None end_user_rpm_limit: Optional[int] = None + end_user_max_budget: Optional[float] = None class UserAPIKeyAuth( @@ -1178,6 +1179,7 @@ class CallInfo(LiteLLMBase): spend: float max_budget: Optional[float] = None token: str = Field(description="Hashed value of that key") + customer_id: Optional[str] = None user_id: Optional[str] = None team_id: Optional[str] = None user_email: Optional[str] = None @@ -1188,9 +1190,13 @@ class CallInfo(LiteLLMBase): class WebhookEvent(CallInfo): event: Literal[ - "budget_crossed", "threshold_crossed", "projected_limit_exceeded", "key_created" + "budget_crossed", + "threshold_crossed", + "projected_limit_exceeded", + "key_created", + "spend_tracked", ] - event_group: Literal["user", "key", "team", "proxy"] + event_group: Literal["internal_user", "key", "team", "proxy", "customer"] event_message: str # human-readable description of event diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index 6efa150a44..2e9c256658 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -717,6 +717,10 @@ async def user_api_key_auth( end_user_params["end_user_rpm_limit"] = ( budget_info.rpm_limit ) + if budget_info.max_budget is not None: + end_user_params["end_user_max_budget"] = ( + budget_info.max_budget + ) except Exception as e: verbose_proxy_logger.debug( "Unable to find user in db. Error - {}".format(str(e)) @@ -1568,6 +1572,10 @@ async def _PROXY_track_cost_callback( user_id = kwargs["litellm_params"]["metadata"].get("user_api_key_user_id", None) team_id = kwargs["litellm_params"]["metadata"].get("user_api_key_team_id", None) org_id = kwargs["litellm_params"]["metadata"].get("user_api_key_org_id", None) + key_alias = kwargs["litellm_params"]["metadata"].get("user_api_key_alias", None) + end_user_max_budget = kwargs["litellm_params"]["metadata"].get( + "user_api_end_user_max_budget", None + ) if kwargs.get("response_cost", None) is not None: response_cost = kwargs["response_cost"] user_api_key = kwargs["litellm_params"]["metadata"].get( @@ -1604,6 +1612,14 @@ async def _PROXY_track_cost_callback( end_user_id=end_user_id, response_cost=response_cost, ) + + await proxy_logging_obj.slack_alerting_instance.customer_spend_alert( + token=user_api_key, + key_alias=key_alias, + end_user_id=end_user_id, + response_cost=response_cost, + max_budget=end_user_max_budget, + ) else: raise Exception( "User API key and team id and user id missing from custom callback." @@ -3959,6 +3975,10 @@ async def chat_completion( data["metadata"]["user_api_key_alias"] = getattr( user_api_key_dict, "key_alias", None ) + data["metadata"]["user_api_end_user_max_budget"] = getattr( + user_api_key_dict, "end_user_max_budget", None + ) + data["metadata"]["global_max_parallel_requests"] = general_settings.get( "global_max_parallel_requests", None ) @@ -13102,54 +13122,6 @@ async def token_generate(): return {"token": token} -# @router.post("/update_database", dependencies=[Depends(user_api_key_auth)]) -# async def update_database_endpoint( -# user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth), -# ): -# """ -# Test endpoint. DO NOT MERGE IN PROD. - -# Used for isolating and testing our prisma db update logic in high-traffic. -# """ -# try: -# request_id = f"chatcmpl-e41836bb-bb8b-4df2-8e70-8f3e160155ac{time.time()}" -# resp = litellm.ModelResponse( -# id=request_id, -# choices=[ -# litellm.Choices( -# finish_reason=None, -# index=0, -# message=litellm.Message( -# content=" Sure! Here is a short poem about the sky:\n\nA canvas of blue, a", -# role="assistant", -# ), -# ) -# ], -# model="gpt-35-turbo", # azure always has model written like this -# usage=litellm.Usage( -# prompt_tokens=210, completion_tokens=200, total_tokens=410 -# ), -# ) -# await _PROXY_track_cost_callback( -# kwargs={ -# "model": "chatgpt-v-2", -# "stream": False, -# "litellm_params": { -# "metadata": { -# "user_api_key": user_api_key_dict.token, -# "user_api_key_user_id": user_api_key_dict.user_id, -# } -# }, -# "response_cost": 0.00002, -# }, -# completion_response=resp, -# start_time=datetime.now(), -# end_time=datetime.now(), -# ) -# except Exception as e: -# raise e - - def _has_user_setup_sso(): """ Check if the user has set up single sign-on (SSO) by verifying the presence of Microsoft client ID, Google client ID, and UI username environment variables. diff --git a/litellm/tests/test_alerting.py b/litellm/tests/test_alerting.py index 4bb2bd9369..19e0e719ff 100644 --- a/litellm/tests/test_alerting.py +++ b/litellm/tests/test_alerting.py @@ -499,6 +499,36 @@ async def test_webhook_alerting(alerting_type): mock_send_alert.assert_awaited_once() +# @pytest.mark.asyncio +# async def test_webhook_customer_spend_event(): +# """ +# Test if customer spend is working as expected +# """ +# slack_alerting = SlackAlerting(alerting=["webhook"]) + +# with patch.object( +# slack_alerting, "send_webhook_alert", new=AsyncMock() +# ) as mock_send_alert: +# user_info = { +# "token": "50e55ca5bfbd0759697538e8d23c0cd5031f52d9e19e176d7233b20c7c4d3403", +# "spend": 1, +# "max_budget": 0, +# "user_id": "ishaan@berri.ai", +# "user_email": "ishaan@berri.ai", +# "key_alias": "my-test-key", +# "projected_exceeded_date": "10/20/2024", +# "projected_spend": 200, +# } + +# user_info = CallInfo(**user_info) +# for _ in range(50): +# await slack_alerting.budget_alerts( +# type=alerting_type, +# user_info=user_info, +# ) +# mock_send_alert.assert_awaited_once() + + @pytest.mark.parametrize( "model, api_base, llm_provider, vertex_project, vertex_location", [ From 1d18ca6a7dc4334efa11cc2ba11c0c79dca59eb9 Mon Sep 17 00:00:00 2001 From: Krrish Dholakia Date: Wed, 29 May 2024 16:14:57 -0700 Subject: [PATCH 070/136] fix(router.py): security fix - don't show api key in invalid model setup error message --- litellm/router.py | 11 ++++++++++- litellm/tests/test_router.py | 19 +++++++++++++++++++ 2 files changed, 29 insertions(+), 1 deletion(-) diff --git a/litellm/router.py b/litellm/router.py index c79dc2de09..d7535a83ae 100644 --- a/litellm/router.py +++ b/litellm/router.py @@ -2610,8 +2610,17 @@ class Router: if "azure" in model_name: if api_base is None or not isinstance(api_base, str): + filtered_litellm_params = { + k: v + for k, v in model["litellm_params"].items() + if k != "api_key" + } + _filtered_model = { + "model_name": model["model_name"], + "litellm_params": filtered_litellm_params, + } raise ValueError( - f"api_base is required for Azure OpenAI. Set it on your config. Model - {model}" + f"api_base is required for Azure OpenAI. Set it on your config. Model - {_filtered_model}" ) azure_ad_token = litellm_params.get("azure_ad_token") if azure_ad_token is not None: diff --git a/litellm/tests/test_router.py b/litellm/tests/test_router.py index ed35321132..d76dec25c7 100644 --- a/litellm/tests/test_router.py +++ b/litellm/tests/test_router.py @@ -19,6 +19,25 @@ import os, httpx load_dotenv() +def test_router_sensitive_keys(): + try: + router = Router( + model_list=[ + { + "model_name": "gpt-3.5-turbo", # openai model name + "litellm_params": { # params for litellm completion/embedding call + "model": "azure/chatgpt-v-2", + "api_key": "special-key", + }, + "model_info": {"id": 12345}, + }, + ], + ) + except Exception as e: + print(f"error msg - {str(e)}") + assert "special-key" not in str(e) + + @pytest.mark.parametrize("num_retries", [None, 2]) @pytest.mark.parametrize("max_retries", [None, 4]) def test_router_num_retries_init(num_retries, max_retries): From 77cc9cded9ff4dfa86ad24f3a379eee7d02b3272 Mon Sep 17 00:00:00 2001 From: Krish Dholakia Date: Wed, 29 May 2024 16:30:09 -0700 Subject: [PATCH 071/136] Revert "fix: Log errors in Traceloop Integration (reverts previous revert)" --- litellm/integrations/traceloop.py | 229 +++++++++++++----------------- litellm/tests/test_traceloop.py | 74 ++++++---- litellm/utils.py | 12 -- 3 files changed, 139 insertions(+), 176 deletions(-) diff --git a/litellm/integrations/traceloop.py b/litellm/integrations/traceloop.py index 39d62028e8..bbdb9a1b0a 100644 --- a/litellm/integrations/traceloop.py +++ b/litellm/integrations/traceloop.py @@ -1,153 +1,114 @@ -import traceback -from litellm._logging import verbose_logger -import litellm - - class TraceloopLogger: def __init__(self): - try: - from traceloop.sdk.tracing.tracing import TracerWrapper - from traceloop.sdk import Traceloop - from traceloop.sdk.instruments import Instruments - except ModuleNotFoundError as e: - verbose_logger.error( - f"Traceloop not installed, try running 'pip install traceloop-sdk' to fix this error: {e}\n{traceback.format_exc()}" - ) + from traceloop.sdk.tracing.tracing import TracerWrapper + from traceloop.sdk import Traceloop - Traceloop.init( - app_name="Litellm-Server", - disable_batch=True, - instruments=[ - Instruments.CHROMA, - Instruments.PINECONE, - Instruments.WEAVIATE, - Instruments.LLAMA_INDEX, - Instruments.LANGCHAIN, - ], - ) + Traceloop.init(app_name="Litellm-Server", disable_batch=True) self.tracer_wrapper = TracerWrapper() - def log_event( - self, - kwargs, - response_obj, - start_time, - end_time, - user_id, - print_verbose, - level="DEFAULT", - status_message=None, - ): - from opentelemetry import trace - from opentelemetry.trace import SpanKind, Status, StatusCode + def log_event(self, kwargs, response_obj, start_time, end_time, print_verbose): + from opentelemetry.trace import SpanKind from opentelemetry.semconv.ai import SpanAttributes try: - print_verbose( - f"Traceloop Logging - Enters logging function for model {kwargs}" - ) - tracer = self.tracer_wrapper.get_tracer() + model = kwargs.get("model") + + # LiteLLM uses the standard OpenAI library, so it's already handled by Traceloop SDK + if kwargs.get("litellm_params").get("custom_llm_provider") == "openai": + return + optional_params = kwargs.get("optional_params", {}) - span = tracer.start_span( - "litellm.completion", kind=SpanKind.CLIENT, start_time=start_time - ) + with tracer.start_as_current_span( + "litellm.completion", + kind=SpanKind.CLIENT, + ) as span: + if span.is_recording(): + span.set_attribute( + SpanAttributes.LLM_REQUEST_MODEL, kwargs.get("model") + ) + if "stop" in optional_params: + span.set_attribute( + SpanAttributes.LLM_CHAT_STOP_SEQUENCES, + optional_params.get("stop"), + ) + if "frequency_penalty" in optional_params: + span.set_attribute( + SpanAttributes.LLM_FREQUENCY_PENALTY, + optional_params.get("frequency_penalty"), + ) + if "presence_penalty" in optional_params: + span.set_attribute( + SpanAttributes.LLM_PRESENCE_PENALTY, + optional_params.get("presence_penalty"), + ) + if "top_p" in optional_params: + span.set_attribute( + SpanAttributes.LLM_TOP_P, optional_params.get("top_p") + ) + if "tools" in optional_params or "functions" in optional_params: + span.set_attribute( + SpanAttributes.LLM_REQUEST_FUNCTIONS, + optional_params.get( + "tools", optional_params.get("functions") + ), + ) + if "user" in optional_params: + span.set_attribute( + SpanAttributes.LLM_USER, optional_params.get("user") + ) + if "max_tokens" in optional_params: + span.set_attribute( + SpanAttributes.LLM_REQUEST_MAX_TOKENS, + kwargs.get("max_tokens"), + ) + if "temperature" in optional_params: + span.set_attribute( + SpanAttributes.LLM_TEMPERATURE, kwargs.get("temperature") + ) - if span.is_recording(): - span.set_attribute( - SpanAttributes.LLM_REQUEST_MODEL, kwargs.get("model") - ) - if "stop" in optional_params: - span.set_attribute( - SpanAttributes.LLM_CHAT_STOP_SEQUENCES, - optional_params.get("stop"), - ) - if "frequency_penalty" in optional_params: - span.set_attribute( - SpanAttributes.LLM_FREQUENCY_PENALTY, - optional_params.get("frequency_penalty"), - ) - if "presence_penalty" in optional_params: - span.set_attribute( - SpanAttributes.LLM_PRESENCE_PENALTY, - optional_params.get("presence_penalty"), - ) - if "top_p" in optional_params: - span.set_attribute( - SpanAttributes.LLM_TOP_P, optional_params.get("top_p") - ) - if "tools" in optional_params or "functions" in optional_params: - span.set_attribute( - SpanAttributes.LLM_REQUEST_FUNCTIONS, - optional_params.get("tools", optional_params.get("functions")), - ) - if "user" in optional_params: - span.set_attribute( - SpanAttributes.LLM_USER, optional_params.get("user") - ) - if "max_tokens" in optional_params: - span.set_attribute( - SpanAttributes.LLM_REQUEST_MAX_TOKENS, - kwargs.get("max_tokens"), - ) - if "temperature" in optional_params: - span.set_attribute( - SpanAttributes.LLM_REQUEST_TEMPERATURE, - kwargs.get("temperature"), - ) + for idx, prompt in enumerate(kwargs.get("messages")): + span.set_attribute( + f"{SpanAttributes.LLM_PROMPTS}.{idx}.role", + prompt.get("role"), + ) + span.set_attribute( + f"{SpanAttributes.LLM_PROMPTS}.{idx}.content", + prompt.get("content"), + ) - for idx, prompt in enumerate(kwargs.get("messages")): span.set_attribute( - f"{SpanAttributes.LLM_PROMPTS}.{idx}.role", - prompt.get("role"), - ) - span.set_attribute( - f"{SpanAttributes.LLM_PROMPTS}.{idx}.content", - prompt.get("content"), + SpanAttributes.LLM_RESPONSE_MODEL, response_obj.get("model") ) + usage = response_obj.get("usage") + if usage: + span.set_attribute( + SpanAttributes.LLM_USAGE_TOTAL_TOKENS, + usage.get("total_tokens"), + ) + span.set_attribute( + SpanAttributes.LLM_USAGE_COMPLETION_TOKENS, + usage.get("completion_tokens"), + ) + span.set_attribute( + SpanAttributes.LLM_USAGE_PROMPT_TOKENS, + usage.get("prompt_tokens"), + ) - span.set_attribute( - SpanAttributes.LLM_RESPONSE_MODEL, response_obj.get("model") - ) - usage = response_obj.get("usage") - if usage: - span.set_attribute( - SpanAttributes.LLM_USAGE_TOTAL_TOKENS, - usage.get("total_tokens"), - ) - span.set_attribute( - SpanAttributes.LLM_USAGE_COMPLETION_TOKENS, - usage.get("completion_tokens"), - ) - span.set_attribute( - SpanAttributes.LLM_USAGE_PROMPT_TOKENS, - usage.get("prompt_tokens"), - ) - - for idx, choice in enumerate(response_obj.get("choices")): - span.set_attribute( - f"{SpanAttributes.LLM_COMPLETIONS}.{idx}.finish_reason", - choice.get("finish_reason"), - ) - span.set_attribute( - f"{SpanAttributes.LLM_COMPLETIONS}.{idx}.role", - choice.get("message").get("role"), - ) - span.set_attribute( - f"{SpanAttributes.LLM_COMPLETIONS}.{idx}.content", - choice.get("message").get("content"), - ) - - if ( - level == "ERROR" - and status_message is not None - and isinstance(status_message, str) - ): - span.record_exception(Exception(status_message)) - span.set_status(Status(StatusCode.ERROR, status_message)) - - span.end(end_time) + for idx, choice in enumerate(response_obj.get("choices")): + span.set_attribute( + f"{SpanAttributes.LLM_COMPLETIONS}.{idx}.finish_reason", + choice.get("finish_reason"), + ) + span.set_attribute( + f"{SpanAttributes.LLM_COMPLETIONS}.{idx}.role", + choice.get("message").get("role"), + ) + span.set_attribute( + f"{SpanAttributes.LLM_COMPLETIONS}.{idx}.content", + choice.get("message").get("content"), + ) except Exception as e: print_verbose(f"Traceloop Layer Error - {e}") diff --git a/litellm/tests/test_traceloop.py b/litellm/tests/test_traceloop.py index f969736285..405a8a3574 100644 --- a/litellm/tests/test_traceloop.py +++ b/litellm/tests/test_traceloop.py @@ -1,35 +1,49 @@ -import sys -import os -import time -import pytest -import litellm -from opentelemetry.sdk.trace.export.in_memory_span_exporter import InMemorySpanExporter -from traceloop.sdk import Traceloop +# Commented out for now - since traceloop break ci/cd +# import sys +# import os +# import io, asyncio -sys.path.insert(0, os.path.abspath("../..")) +# sys.path.insert(0, os.path.abspath('../..')) + +# from litellm import completion +# import litellm +# litellm.num_retries = 3 +# litellm.success_callback = [""] +# import time +# import pytest +# from traceloop.sdk import Traceloop +# Traceloop.init(app_name="test-litellm", disable_batch=True) -@pytest.fixture() -def exporter(): - exporter = InMemorySpanExporter() - Traceloop.init( - app_name="test_litellm", - disable_batch=True, - exporter=exporter, - ) - litellm.success_callback = ["traceloop"] - litellm.set_verbose = True - - return exporter +# def test_traceloop_logging(): +# try: +# litellm.set_verbose = True +# response = litellm.completion( +# model="gpt-3.5-turbo", +# messages=[{"role": "user", "content":"This is a test"}], +# max_tokens=1000, +# temperature=0.7, +# timeout=5, +# ) +# print(f"response: {response}") +# except Exception as e: +# pytest.fail(f"An exception occurred - {e}") +# # test_traceloop_logging() -@pytest.mark.parametrize("model", ["claude-instant-1.2", "gpt-3.5-turbo"]) -def test_traceloop_logging(exporter, model): - - litellm.completion( - model=model, - messages=[{"role": "user", "content": "This is a test"}], - max_tokens=1000, - temperature=0.7, - timeout=5, - ) +# # def test_traceloop_logging_async(): +# # try: +# # litellm.set_verbose = True +# # async def test_acompletion(): +# # return await litellm.acompletion( +# # model="gpt-3.5-turbo", +# # messages=[{"role": "user", "content":"This is a test"}], +# # max_tokens=1000, +# # temperature=0.7, +# # timeout=5, +# # ) +# # response = asyncio.run(test_acompletion()) +# # print(f"response: {response}") +# # except Exception as e: +# # pytest.fail(f"An exception occurred - {e}") +# # test_traceloop_logging_async() diff --git a/litellm/utils.py b/litellm/utils.py index 95d9160efa..ea0f46c144 100644 --- a/litellm/utils.py +++ b/litellm/utils.py @@ -2027,7 +2027,6 @@ class Logging: response_obj=result, start_time=start_time, end_time=end_time, - user_id=kwargs.get("user", None), print_verbose=print_verbose, ) if callback == "s3": @@ -2599,17 +2598,6 @@ class Logging: level="ERROR", kwargs=self.model_call_details, ) - if callback == "traceloop": - traceloopLogger.log_event( - start_time=start_time, - end_time=end_time, - response_obj=None, - user_id=kwargs.get("user", None), - print_verbose=print_verbose, - status_message=str(exception), - level="ERROR", - kwargs=self.model_call_details, - ) if callback == "prometheus": global prometheusLogger verbose_logger.debug("reaches prometheus for success logging!") From 425a8fdb3ab8dccccc26cdab1e3de46d76215fe9 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Wed, 29 May 2024 16:45:30 -0700 Subject: [PATCH 072/136] feat - edit user --- .../src/components/edit_user.tsx | 51 +++++++++++-------- .../src/components/view_users.tsx | 38 +++++++------- 2 files changed, 52 insertions(+), 37 deletions(-) diff --git a/ui/litellm-dashboard/src/components/edit_user.tsx b/ui/litellm-dashboard/src/components/edit_user.tsx index 4ffc14f5b4..d1364c9a42 100644 --- a/ui/litellm-dashboard/src/components/edit_user.tsx +++ b/ui/litellm-dashboard/src/components/edit_user.tsx @@ -34,6 +34,15 @@ const EditUserModal: React.FC = ({ visible, onCancel, user, setEditedUser({ ...editedUser, [e.target.name]: e.target.value }); }; + const handleEditSubmit = async (formValues: Record) => { + // Call API to update team with teamId and values + + console.log("handleEditSubmit:", formValues); + onSubmit(formValues); + onCancel(); + }; + + const handleSubmit = () => { onSubmit(editedUser); onCancel(); @@ -45,15 +54,21 @@ const EditUserModal: React.FC = ({ visible, onCancel, user, return ( - + - + {/* {JSON.stringify(user)} - + */}
= ({ visible, onCancel, user, <> @@ -70,43 +86,38 @@ const EditUserModal: React.FC = ({ visible, onCancel, user, - - - - +
+ Save +
+ diff --git a/ui/litellm-dashboard/src/components/view_users.tsx b/ui/litellm-dashboard/src/components/view_users.tsx index c631ff510a..9f955488cc 100644 --- a/ui/litellm-dashboard/src/components/view_users.tsx +++ b/ui/litellm-dashboard/src/components/view_users.tsx @@ -24,7 +24,7 @@ import { Icon, TextInput, } from "@tremor/react"; -import { userInfoCall } from "./networking"; +import { userInfoCall, userUpdateUserCall } from "./networking"; import { Badge, BadgeDelta, Button } from "@tremor/react"; import RequestAccess from "./request_model_access"; import CreateUser from "./create_user_button"; @@ -65,26 +65,29 @@ const ViewUserDashboard: React.FC = ({ const [selectedUser, setSelectedUser] = useState(null); const defaultPageSize = 25; - const handleEditClick = (user) => { - console.log("handleEditClick:", user); - setSelectedUser(user); - setEditModalVisible(true); - }; - const handleEditCancel = () => { setEditModalVisible(false); setSelectedUser(null); }; - const handleEditSubmit = async (editedUser) => { - // Call your API to update the user with editedUser data - // ... - - // Update the userData state with the updated user data - const updatedUserData = userData.map((user) => - user.user_id === editedUser.user_id ? editedUser : user - ); - setUserData(updatedUserData); + const handleEditSubmit = async (editedUser: any) => { + console.log("inside handleEditSubmit:", editedUser); + + if (!accessToken || !token || !userRole || !userID) { + return; + } + + userUpdateUserCall(accessToken, editedUser, userRole); + + if (userData) { + const updatedUserData = userData.map((user) => + user.user_id === editedUser.user_id ? editedUser : user + ); + setUserData(updatedUserData); + } + setSelectedUser(null); + setEditModalVisible(false); + // Close the modal }; useEffect(() => { @@ -234,7 +237,8 @@ const ViewUserDashboard: React.FC = ({ { - handleEditClick(user) + setSelectedUser(user) + setEditModalVisible(true) }}>View Keys { From e9b5bf2d2f86b7dacbb8501a7ec354c1599422d4 Mon Sep 17 00:00:00 2001 From: Krrish Dholakia Date: Wed, 29 May 2024 16:49:03 -0700 Subject: [PATCH 073/136] docs(customers.md): add webhook spend tracking events to customer docs --- docs/my-website/docs/proxy/alerting.md | 15 +++-- docs/my-website/docs/proxy/customers.md | 74 ++++++++++++++++++++++++- 2 files changed, 82 insertions(+), 7 deletions(-) diff --git a/docs/my-website/docs/proxy/alerting.md b/docs/my-website/docs/proxy/alerting.md index 9574a4dc34..3ef676bbd6 100644 --- a/docs/my-website/docs/proxy/alerting.md +++ b/docs/my-website/docs/proxy/alerting.md @@ -178,23 +178,26 @@ curl -X GET --location 'http://0.0.0.0:4000/health/services?service=webhook' \ } ``` -**API Spec for Webhook Event** +## **API Spec for Webhook Event** - `spend` *float*: The current spend amount for the 'event_group'. -- `max_budget` *float*: The maximum allowed budget for the 'event_group'. +- `max_budget` *float or null*: The maximum allowed budget for the 'event_group'. null if not set. - `token` *str*: A hashed value of the key, used for authentication or identification purposes. -- `user_id` *str or null*: The ID of the user associated with the event (optional). +- `customer_id` *str or null*: The ID of the customer associated with the event (optional). +- `internal_user_id` *str or null*: The ID of the internal user associated with the event (optional). - `team_id` *str or null*: The ID of the team associated with the event (optional). -- `user_email` *str or null*: The email of the user associated with the event (optional). +- `user_email` *str or null*: The email of the internal user associated with the event (optional). - `key_alias` *str or null*: An alias for the key associated with the event (optional). - `projected_exceeded_date` *str or null*: The date when the budget is projected to be exceeded, returned when 'soft_budget' is set for key (optional). - `projected_spend` *float or null*: The projected spend amount, returned when 'soft_budget' is set for key (optional). - `event` *Literal["budget_crossed", "threshold_crossed", "projected_limit_exceeded"]*: The type of event that triggered the webhook. Possible values are: + * "spend_tracked": Emitted whenver spend is tracked for a customer id. * "budget_crossed": Indicates that the spend has exceeded the max budget. * "threshold_crossed": Indicates that spend has crossed a threshold (currently sent when 85% and 95% of budget is reached). * "projected_limit_exceeded": For "key" only - Indicates that the projected spend is expected to exceed the soft budget threshold. -- `event_group` *Literal["user", "key", "team", "proxy"]*: The group associated with the event. Possible values are: - * "user": The event is related to a specific user. +- `event_group` *Literal["customer", "internal_user", "key", "team", "proxy"]*: The group associated with the event. Possible values are: + * "customer": The event is related to a specific customer + * "internal_user": The event is related to a specific internal user. * "key": The event is related to a specific key. * "team": The event is related to a team. * "proxy": The event is related to a proxy. diff --git a/docs/my-website/docs/proxy/customers.md b/docs/my-website/docs/proxy/customers.md index bd609322ab..230eec9d07 100644 --- a/docs/my-website/docs/proxy/customers.md +++ b/docs/my-website/docs/proxy/customers.md @@ -1,3 +1,6 @@ +import Tabs from '@theme/Tabs'; +import TabItem from '@theme/TabItem'; + # 🙋‍♂️ Customers Track spend, set budgets for your customers. @@ -30,6 +33,11 @@ If the customer_id already exists, spend will be incremented. 2. Get Customer Spend + + + +Call `/customer/info` to get a customer's all up spend + ```bash curl -X GET 'http://0.0.0.0:4000/customer/info?end_user_id=ishaan3' \ # 👈 CUSTOMER ID -H 'Authorization: Bearer sk-1234' \ # 👈 YOUR PROXY KEY @@ -47,4 +55,68 @@ Expected Response: "default_model": null, "litellm_budget_table": null } -``` \ No newline at end of file +``` + + + + +To update spend in your client-side DB, point the proxy to your webhook. + +E.g. if your server is `https://webhook.site` and your listening on `6ab090e8-c55f-4a23-b075-3209f5c57906` + +1. Add webhook url to your proxy environment: + +```bash +export WEBHOOK_URL="https://webhook.site/6ab090e8-c55f-4a23-b075-3209f5c57906" +``` + +2. Add 'webhook' to config.yaml + +```yaml +general_settings: + alerting: ["webhook"] # 👈 KEY CHANGE +``` + +3. Test it! + +```bash +curl -X POST 'http://localhost:4000/chat/completions' \ +-H 'Content-Type: application/json' \ +-H 'Authorization: Bearer sk-1234' \ +-D '{ + "model": "mistral", + "messages": [ + { + "role": "user", + "content": "What's the weather like in Boston today?" + } + ], + "user": "krrish12" +} +' +``` + +Expected Response + +```json +{ + "spend": 0.0011120000000000001, # 👈 SPEND + "max_budget": null, + "token": "88dc28d0f030c55ed4ab77ed8faf098196cb1c05df778539800c9f1243fe6b4b", + "customer_id": "krrish12", # 👈 CUSTOMER ID + "user_id": null, + "team_id": null, + "user_email": null, + "key_alias": null, + "projected_exceeded_date": null, + "projected_spend": null, + "event": "spend_tracked", + "event_group": "customer", + "event_message": "Customer spend tracked. Customer=krrish12, spend=0.0011120000000000001" +} +``` + +[See Webhook Spec](./alerting.md#api-spec-for-webhook-event) + + + From cfcf5969c8fdf292c4036e7a9d35f8a3b670e84c Mon Sep 17 00:00:00 2001 From: Krrish Dholakia Date: Wed, 29 May 2024 17:20:59 -0700 Subject: [PATCH 074/136] fix(proxy_server.py): fix end user object check when master key used check if end user max budget exceeded for master key --- litellm/exceptions.py | 1 + litellm/integrations/slack_alerting.py | 4 +++- litellm/proxy/auth/auth_checks.py | 22 ++++++++++++++++++++-- litellm/proxy/proxy_server.py | 6 ++++++ 4 files changed, 30 insertions(+), 3 deletions(-) diff --git a/litellm/exceptions.py b/litellm/exceptions.py index d189b7ebe2..abddb108a6 100644 --- a/litellm/exceptions.py +++ b/litellm/exceptions.py @@ -314,6 +314,7 @@ class BudgetExceededError(Exception): self.current_cost = current_cost self.max_budget = max_budget message = f"Budget has been exceeded! Current cost: {current_cost}, Max budget: {max_budget}" + self.message = message super().__init__(message) diff --git a/litellm/integrations/slack_alerting.py b/litellm/integrations/slack_alerting.py index c1fdc553b9..08af885629 100644 --- a/litellm/integrations/slack_alerting.py +++ b/litellm/integrations/slack_alerting.py @@ -1443,7 +1443,9 @@ Model Info: if response.status_code == 200: pass else: - print("Error sending slack alert. Error=", response.text) # noqa + verbose_proxy_logger.debug( + "Error sending slack alert. Error=", response.text + ) async def async_log_success_event(self, kwargs, response_obj, start_time, end_time): """Log deployment latency""" diff --git a/litellm/proxy/auth/auth_checks.py b/litellm/proxy/auth/auth_checks.py index d06469b71f..a6e97960e5 100644 --- a/litellm/proxy/auth/auth_checks.py +++ b/litellm/proxy/auth/auth_checks.py @@ -193,13 +193,27 @@ async def get_end_user_object( if end_user_id is None: return None _key = "end_user_id:{}".format(end_user_id) + + def check_in_budget(end_user_obj: LiteLLM_EndUserTable): + if end_user_obj.litellm_budget_table is None: + return + end_user_budget = end_user_obj.litellm_budget_table.max_budget + if end_user_budget is not None and end_user_obj.spend > end_user_budget: + raise litellm.BudgetExceededError( + current_cost=end_user_obj.spend, max_budget=end_user_budget + ) + # check if in cache cached_user_obj = await user_api_key_cache.async_get_cache(key=_key) if cached_user_obj is not None: if isinstance(cached_user_obj, dict): - return LiteLLM_EndUserTable(**cached_user_obj) + return_obj = LiteLLM_EndUserTable(**cached_user_obj) + check_in_budget(end_user_obj=return_obj) + return return_obj elif isinstance(cached_user_obj, LiteLLM_EndUserTable): - return cached_user_obj + return_obj = cached_user_obj + check_in_budget(end_user_obj=return_obj) + return return_obj # else, check db try: response = await prisma_client.db.litellm_endusertable.find_unique( @@ -217,8 +231,12 @@ async def get_end_user_object( _response = LiteLLM_EndUserTable(**response.dict()) + check_in_budget(end_user_obj=_response) + return _response except Exception as e: # if end-user not in db + if isinstance(e, litellm.BudgetExceededError): + raise e return None diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index 2e9c256658..f75a1e9d19 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -722,6 +722,8 @@ async def user_api_key_auth( budget_info.max_budget ) except Exception as e: + if isinstance(e, litellm.BudgetExceededError): + raise e verbose_proxy_logger.debug( "Unable to find user in db. Error - {}".format(str(e)) ) @@ -1410,6 +1412,10 @@ async def user_api_key_auth( raise Exception() except Exception as e: traceback.print_exc() + if isinstance(e, litellm.BudgetExceededError): + raise ProxyException( + message=e.message, type="auth_error", param=None, code=400 + ) if isinstance(e, HTTPException): raise ProxyException( message=getattr(e, "detail", f"Authentication Error({str(e)})"), From 1dfc391a2bc5d5391765a2f71d007c93c38ae5eb Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Wed, 29 May 2024 17:28:29 -0700 Subject: [PATCH 075/136] ui - edit interal user flow --- .../src/components/edit_user.tsx | 26 +++++++++++++------ .../src/components/view_users.tsx | 4 +-- 2 files changed, 20 insertions(+), 10 deletions(-) diff --git a/ui/litellm-dashboard/src/components/edit_user.tsx b/ui/litellm-dashboard/src/components/edit_user.tsx index d1364c9a42..425ee0be09 100644 --- a/ui/litellm-dashboard/src/components/edit_user.tsx +++ b/ui/litellm-dashboard/src/components/edit_user.tsx @@ -1,4 +1,4 @@ -import { useState } from 'react'; +import { useEffect, useState } from 'react'; import { Dialog, DialogPanel, @@ -7,6 +7,8 @@ import { Select, SelectItem, Text, + Title, + Subtitle, } from '@tremor/react'; import { @@ -30,23 +32,28 @@ const EditUserModal: React.FC = ({ visible, onCancel, user, const [editedUser, setEditedUser] = useState(user); const [form] = Form.useForm(); + useEffect(() => { + form.resetFields(); + }, [user]); + const handleChange = (e) => { setEditedUser({ ...editedUser, [e.target.name]: e.target.value }); }; + const handleCancel = async () => { + form.resetFields(); + onCancel(); + }; + const handleEditSubmit = async (formValues: Record) => { // Call API to update team with teamId and values + form.resetFields(); - console.log("handleEditSubmit:", formValues); onSubmit(formValues); onCancel(); }; - const handleSubmit = () => { - onSubmit(editedUser); - onCancel(); - }; if (!user) { return null; @@ -56,16 +63,19 @@ const EditUserModal: React.FC = ({ visible, onCancel, user, {/* {JSON.stringify(user)} */} + + + Edit User {user.user_id} +
= ({ const [selectedUser, setSelectedUser] = useState(null); const defaultPageSize = 25; - const handleEditCancel = () => { - setEditModalVisible(false); + const handleEditCancel = async () => { setSelectedUser(null); + setEditModalVisible(false); }; const handleEditSubmit = async (editedUser: any) => { From 07b1f1135daa34a97e4f95e4d41f0391bfcd6cd0 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Wed, 29 May 2024 17:34:37 -0700 Subject: [PATCH 076/136] fix edit user title --- ui/litellm-dashboard/src/components/edit_user.tsx | 8 +------- 1 file changed, 1 insertion(+), 7 deletions(-) diff --git a/ui/litellm-dashboard/src/components/edit_user.tsx b/ui/litellm-dashboard/src/components/edit_user.tsx index 425ee0be09..d7bad4acd2 100644 --- a/ui/litellm-dashboard/src/components/edit_user.tsx +++ b/ui/litellm-dashboard/src/components/edit_user.tsx @@ -65,17 +65,11 @@ const EditUserModal: React.FC = ({ visible, onCancel, user, visible={visible} onCancel={handleCancel} footer={null} + title={"Edit User " + user.user_id} width={1000} > - {/* - {JSON.stringify(user)} - - */} - - Edit User {user.user_id} - Date: Wed, 29 May 2024 17:46:30 -0700 Subject: [PATCH 077/136] ui - edit roles --- ui/litellm-dashboard/src/components/edit_user.tsx | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/ui/litellm-dashboard/src/components/edit_user.tsx b/ui/litellm-dashboard/src/components/edit_user.tsx index d7bad4acd2..4a822c4d12 100644 --- a/ui/litellm-dashboard/src/components/edit_user.tsx +++ b/ui/litellm-dashboard/src/components/edit_user.tsx @@ -68,8 +68,6 @@ const EditUserModal: React.FC = ({ visible, onCancel, user, title={"Edit User " + user.user_id} width={1000} > - - = ({ visible, onCancel, user, label="User Role" name="user_role" > - + + Proxy Admin (Can create, edit, delete keys, teams) + Proxy Viewer (Can just view spend, cannot created keys, teams) + + Date: Wed, 29 May 2024 17:46:39 -0700 Subject: [PATCH 078/136] docs(customers.md): tutorial for setting customer budgets on proxy --- docs/my-website/docs/proxy/customers.md | 133 +++++++++++++++++- docs/my-website/img/create_budget_modal.png | Bin 0 -> 197772 bytes .../src/components/leftnav.tsx | 2 +- 3 files changed, 132 insertions(+), 3 deletions(-) create mode 100644 docs/my-website/img/create_budget_modal.png diff --git a/docs/my-website/docs/proxy/customers.md b/docs/my-website/docs/proxy/customers.md index 230eec9d07..94000cde27 100644 --- a/docs/my-website/docs/proxy/customers.md +++ b/docs/my-website/docs/proxy/customers.md @@ -1,3 +1,4 @@ +import Image from '@theme/IdealImage'; import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem'; @@ -7,7 +8,7 @@ Track spend, set budgets for your customers. ## Tracking Customer Credit -1. Track LLM API Spend by Customer ID +### 1. Make LLM API call w/ Customer ID Make a /chat/completions call, pass 'user' - First call Works @@ -31,7 +32,7 @@ The customer_id will be upserted into the DB with the new spend. If the customer_id already exists, spend will be incremented. -2. Get Customer Spend +### 2. Get Customer Spend @@ -120,3 +121,131 @@ Expected Response + + +## Setting Customer Budgets + +Set customer budgets (e.g. monthly budgets, tpm/rpm limits) on LiteLLM Proxy + +### Quick Start + +Create / Update a customer with budget + +**Create New Customer w/ budget** +```bash +curl -X POST 'http://0.0.0.0:4000/customer/new' + -H 'Authorization: Bearer sk-1234' + -H 'Content-Type: application/json' + -D '{ + "user_id" : "my-customer-id", + "max_budget": "0", # 👈 CAN BE FLOAT + }' +``` + +**Test it!** + +```bash +curl -X POST 'http://localhost:4000/chat/completions' \ +-H 'Content-Type: application/json' \ +-H 'Authorization: Bearer sk-1234' \ +-D '{ + "model": "mistral", + "messages": [ + { + "role": "user", + "content": "What'\''s the weather like in Boston today?" + } + ], + "user": "ishaan-jaff-48" +} +``` + +### Assign Pricing Tiers + +Create and assign customers to pricing tiers. + +#### 1. Create a budget + + + + +- Go to the 'Budgets' tab on the UI. +- Click on '+ Create Budget'. +- Create your pricing tier (e.g. 'my-free-tier' with budget $4). This means each user on this pricing tier will have a max budget of $4. + + + + + + +Use the `/budget/new` endpoint for creating a new budget. [API Reference](https://litellm-api.up.railway.app/#/budget%20management/new_budget_budget_new_post) + +```bash +curl -X POST 'http://localhost:4000/budget/new' \ +-H 'Content-Type: application/json' \ +-H 'Authorization: Bearer sk-1234' \ +-D '{ + "budget_id": "my-free-tier", + "max_budget": 4 +} +``` + + + + + +#### 2. Assign Budget to Customer + +In your application code, assign budget when creating a new customer. + +Just use the `budget_id` used when creating the budget. In our example, this is `my-free-tier`. + +```bash +curl -X POST 'http://localhost:4000/customer/new' \ +-H 'Content-Type: application/json' \ +-H 'Authorization: Bearer sk-1234' \ +-D '{ + "user_id": "my-customer-id", + "budget_id": "my-free-tier" # 👈 KEY CHANGE +} +``` + +#### 3. Test it! + + + + +```bash +curl -X POST 'http://localhost:4000/customer/new' \ +-H 'Content-Type: application/json' \ +-H 'Authorization: Bearer sk-1234' \ +-D '{ + "user_id": "my-customer-id", + "budget_id": "my-free-tier" # 👈 KEY CHANGE +} +``` + + + + +```python +from openai import OpenAI +client = OpenAI( + base_url=" + \ No newline at end of file diff --git a/docs/my-website/img/create_budget_modal.png b/docs/my-website/img/create_budget_modal.png new file mode 100644 index 0000000000000000000000000000000000000000..0e307be5ed3419ae7f642b4697d0c8829b4d8da7 GIT binary patch literal 197772 zcmeFZc{r4P`#+vFN+Ggj86lJ{d)a1`wXBuwMwWz-WvpW~b>C$d$(kjEY-5*Qx7}cr zWke{9Z7eai!SKDN=XpNI@%{di=l|cQ4#!NIxvuwep0D$DzTW3~g&OK>ojG;k)QJ-( z&gf{X-#KxDF6_h!nlw6E;5Rf%mZyOi3a>j_H%=7yaW4S>@N+QLd8ns%;tKGd?gTZ( zg%dR7j{rZa6kPxFUXw!P1l6zKQ=T~S(&+^Czdxf7ypsRC0)EKf`PVB|2F1TW4g4;H z@;{%Z3(KJT&wH9Q^4G4~!3KaA`X}0EUMEhlT_XQb=-d(fdEx}*gpRt}JwJ-2arz2D zN3(1D$(PFQ%VHA${!1{J@+%+Hbz})WttzXII+Mp~t^P-Gy;P^@o*g(a8|i0;d@SkA 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( setPage("budgets")}> - Rate Limits + Budgets ) : null} From b7fcec8835a28b2021915ba0f730d71c3c0307b7 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Wed, 29 May 2024 17:51:39 -0700 Subject: [PATCH 079/136] fix batch tags --- litellm/proxy/proxy_server.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index 46b0bc663f..94f861cb1c 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -5222,12 +5222,12 @@ async def create_batch( @router.get( "/v1/batches{batch_id}", dependencies=[Depends(user_api_key_auth)], - tags=["Batch"], + tags=["batch"], ) @router.get( "/batches{batch_id}", dependencies=[Depends(user_api_key_auth)], - tags=["Batch"], + tags=["batch"], ) async def retrieve_batch( request: Request, From 1744176e63004ffc2160c86084ceba700323eea5 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Wed, 29 May 2024 18:03:13 -0700 Subject: [PATCH 080/136] feat - langfuse show _user_api_key_alias as generation nam --- litellm/integrations/langfuse.py | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/litellm/integrations/langfuse.py b/litellm/integrations/langfuse.py index a9c67547d6..d1e8763c08 100644 --- a/litellm/integrations/langfuse.py +++ b/litellm/integrations/langfuse.py @@ -455,8 +455,14 @@ class LangFuseLogger: } generation_name = clean_metadata.pop("generation_name", None) if generation_name is None: - # just log `litellm-{call_type}` as the generation name - generation_name = f"litellm-{kwargs.get('call_type', 'completion')}" + # if `generation_name` is None, use sensible default values for generation_name + # If using litellm proxy user `key_alias` if not None + # If `key_alias` is None, just log `litellm-{call_type}` as the generation name + _user_api_key_alias = clean_metadata.get("user_api_key_alias", None) + generation_name = ( + _user_api_key_alias + or f"litellm-{kwargs.get('call_type', 'completion')}" + ) if response_obj is not None and "system_fingerprint" in response_obj: system_fingerprint = response_obj.get("system_fingerprint", None) From 673782ce48724118c2b541444702e65a5739621c Mon Sep 17 00:00:00 2001 From: Krrish Dholakia Date: Wed, 29 May 2024 18:03:59 -0700 Subject: [PATCH 081/136] test(test_auth_checks.py): add unit tests for customer max budget check --- litellm/tests/test_auth_checks.py | 62 +++++++++++++++++++++++++++++++ 1 file changed, 62 insertions(+) create mode 100644 litellm/tests/test_auth_checks.py diff --git a/litellm/tests/test_auth_checks.py b/litellm/tests/test_auth_checks.py new file mode 100644 index 0000000000..8bc8f7d140 --- /dev/null +++ b/litellm/tests/test_auth_checks.py @@ -0,0 +1,62 @@ +# What is this? +## Tests if 'get_end_user_object' works as expected + +import sys, os, asyncio, time, random, uuid +import traceback +from dotenv import load_dotenv + +load_dotenv() +import os + +sys.path.insert( + 0, os.path.abspath("../..") +) # Adds the parent directory to the system path +import pytest, litellm +from litellm.proxy.auth.auth_checks import get_end_user_object +from litellm.caching import DualCache +from litellm.proxy._types import LiteLLM_EndUserTable, LiteLLM_BudgetTable +from litellm.proxy.utils import PrismaClient + + +@pytest.mark.parametrize("customer_spend, customer_budget", [(0, 10), (10, 0)]) +@pytest.mark.asyncio +async def test_get_end_user_object(customer_spend, customer_budget): + """ + Scenario 1: normal + Scenario 2: user over budget + """ + end_user_id = "my-test-customer" + _budget = LiteLLM_BudgetTable(max_budget=customer_budget) + end_user_obj = LiteLLM_EndUserTable( + user_id=end_user_id, + spend=customer_spend, + litellm_budget_table=_budget, + blocked=False, + ) + _cache = DualCache() + _key = "end_user_id:{}".format(end_user_id) + _cache.set_cache(key=_key, value=end_user_obj) + try: + await get_end_user_object( + end_user_id=end_user_id, + prisma_client="RANDOM VALUE", # type: ignore + user_api_key_cache=_cache, + ) + if customer_spend > customer_budget: + pytest.fail( + "Expected call to fail. Customer Spend={}, Customer Budget={}".format( + customer_spend, customer_budget + ) + ) + except Exception as e: + if ( + isinstance(e, litellm.BudgetExceededError) + and customer_spend > customer_budget + ): + pass + else: + pytest.fail( + "Expected call to work. Customer Spend={}, Customer Budget={}, Error={}".format( + customer_spend, customer_budget, str(e) + ) + ) From b8d97c688cc695183072562bb994063e9fafdd93 Mon Sep 17 00:00:00 2001 From: Nir Gazit Date: Thu, 30 May 2024 04:02:20 +0300 Subject: [PATCH 082/136] Revert "Revert "fix: Log errors in Traceloop Integration (reverts previous revert)"" --- .circleci/config.yml | 2 +- litellm/integrations/traceloop.py | 229 +++++++++++++++++------------- litellm/tests/test_traceloop.py | 74 ++++------ litellm/utils.py | 12 ++ 4 files changed, 177 insertions(+), 140 deletions(-) diff --git a/.circleci/config.yml b/.circleci/config.yml index 27f79ed519..e6d988bae3 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -43,7 +43,7 @@ jobs: pip install "langfuse==2.27.1" pip install "logfire==0.29.0" pip install numpydoc - pip install traceloop-sdk==0.18.2 + pip install traceloop-sdk==0.21.1 pip install openai pip install prisma pip install "httpx==0.24.1" diff --git a/litellm/integrations/traceloop.py b/litellm/integrations/traceloop.py index bbdb9a1b0a..39d62028e8 100644 --- a/litellm/integrations/traceloop.py +++ b/litellm/integrations/traceloop.py @@ -1,114 +1,153 @@ +import traceback +from litellm._logging import verbose_logger +import litellm + + class TraceloopLogger: def __init__(self): - from traceloop.sdk.tracing.tracing import TracerWrapper - from traceloop.sdk import Traceloop + try: + from traceloop.sdk.tracing.tracing import TracerWrapper + from traceloop.sdk import Traceloop + from traceloop.sdk.instruments import Instruments + except ModuleNotFoundError as e: + verbose_logger.error( + f"Traceloop not installed, try running 'pip install traceloop-sdk' to fix this error: {e}\n{traceback.format_exc()}" + ) - Traceloop.init(app_name="Litellm-Server", disable_batch=True) + Traceloop.init( + app_name="Litellm-Server", + disable_batch=True, + instruments=[ + Instruments.CHROMA, + Instruments.PINECONE, + Instruments.WEAVIATE, + Instruments.LLAMA_INDEX, + Instruments.LANGCHAIN, + ], + ) self.tracer_wrapper = TracerWrapper() - def log_event(self, kwargs, response_obj, start_time, end_time, print_verbose): - from opentelemetry.trace import SpanKind + def log_event( + self, + kwargs, + response_obj, + start_time, + end_time, + user_id, + print_verbose, + level="DEFAULT", + status_message=None, + ): + from opentelemetry import trace + from opentelemetry.trace import SpanKind, Status, StatusCode from opentelemetry.semconv.ai import SpanAttributes try: + print_verbose( + f"Traceloop Logging - Enters logging function for model {kwargs}" + ) + tracer = self.tracer_wrapper.get_tracer() - model = kwargs.get("model") - - # LiteLLM uses the standard OpenAI library, so it's already handled by Traceloop SDK - if kwargs.get("litellm_params").get("custom_llm_provider") == "openai": - return - optional_params = kwargs.get("optional_params", {}) - with tracer.start_as_current_span( - "litellm.completion", - kind=SpanKind.CLIENT, - ) as span: - if span.is_recording(): + span = tracer.start_span( + "litellm.completion", kind=SpanKind.CLIENT, start_time=start_time + ) + + if span.is_recording(): + span.set_attribute( + SpanAttributes.LLM_REQUEST_MODEL, kwargs.get("model") + ) + if "stop" in optional_params: span.set_attribute( - SpanAttributes.LLM_REQUEST_MODEL, kwargs.get("model") + SpanAttributes.LLM_CHAT_STOP_SEQUENCES, + optional_params.get("stop"), ) - if "stop" in optional_params: - span.set_attribute( - SpanAttributes.LLM_CHAT_STOP_SEQUENCES, - optional_params.get("stop"), - ) - if "frequency_penalty" in optional_params: - span.set_attribute( - SpanAttributes.LLM_FREQUENCY_PENALTY, - optional_params.get("frequency_penalty"), - ) - if "presence_penalty" in optional_params: - span.set_attribute( - SpanAttributes.LLM_PRESENCE_PENALTY, - optional_params.get("presence_penalty"), - ) - if "top_p" in optional_params: - span.set_attribute( - SpanAttributes.LLM_TOP_P, optional_params.get("top_p") - ) - if "tools" in optional_params or "functions" in optional_params: - span.set_attribute( - SpanAttributes.LLM_REQUEST_FUNCTIONS, - optional_params.get( - "tools", optional_params.get("functions") - ), - ) - if "user" in optional_params: - span.set_attribute( - SpanAttributes.LLM_USER, optional_params.get("user") - ) - if "max_tokens" in optional_params: - span.set_attribute( - SpanAttributes.LLM_REQUEST_MAX_TOKENS, - kwargs.get("max_tokens"), - ) - if "temperature" in optional_params: - span.set_attribute( - SpanAttributes.LLM_TEMPERATURE, kwargs.get("temperature") - ) - - for idx, prompt in enumerate(kwargs.get("messages")): - span.set_attribute( - f"{SpanAttributes.LLM_PROMPTS}.{idx}.role", - prompt.get("role"), - ) - span.set_attribute( - f"{SpanAttributes.LLM_PROMPTS}.{idx}.content", - prompt.get("content"), - ) - + if "frequency_penalty" in optional_params: span.set_attribute( - SpanAttributes.LLM_RESPONSE_MODEL, response_obj.get("model") + SpanAttributes.LLM_FREQUENCY_PENALTY, + optional_params.get("frequency_penalty"), + ) + if "presence_penalty" in optional_params: + span.set_attribute( + SpanAttributes.LLM_PRESENCE_PENALTY, + optional_params.get("presence_penalty"), + ) + if "top_p" in optional_params: + span.set_attribute( + SpanAttributes.LLM_TOP_P, optional_params.get("top_p") + ) + if "tools" in optional_params or "functions" in optional_params: + span.set_attribute( + SpanAttributes.LLM_REQUEST_FUNCTIONS, + optional_params.get("tools", optional_params.get("functions")), + ) + if "user" in optional_params: + span.set_attribute( + SpanAttributes.LLM_USER, optional_params.get("user") + ) + if "max_tokens" in optional_params: + span.set_attribute( + SpanAttributes.LLM_REQUEST_MAX_TOKENS, + kwargs.get("max_tokens"), + ) + if "temperature" in optional_params: + span.set_attribute( + SpanAttributes.LLM_REQUEST_TEMPERATURE, + kwargs.get("temperature"), ) - usage = response_obj.get("usage") - if usage: - span.set_attribute( - SpanAttributes.LLM_USAGE_TOTAL_TOKENS, - usage.get("total_tokens"), - ) - span.set_attribute( - SpanAttributes.LLM_USAGE_COMPLETION_TOKENS, - usage.get("completion_tokens"), - ) - span.set_attribute( - SpanAttributes.LLM_USAGE_PROMPT_TOKENS, - usage.get("prompt_tokens"), - ) - for idx, choice in enumerate(response_obj.get("choices")): - span.set_attribute( - f"{SpanAttributes.LLM_COMPLETIONS}.{idx}.finish_reason", - choice.get("finish_reason"), - ) - span.set_attribute( - f"{SpanAttributes.LLM_COMPLETIONS}.{idx}.role", - choice.get("message").get("role"), - ) - span.set_attribute( - f"{SpanAttributes.LLM_COMPLETIONS}.{idx}.content", - choice.get("message").get("content"), - ) + for idx, prompt in enumerate(kwargs.get("messages")): + span.set_attribute( + f"{SpanAttributes.LLM_PROMPTS}.{idx}.role", + prompt.get("role"), + ) + span.set_attribute( + f"{SpanAttributes.LLM_PROMPTS}.{idx}.content", + prompt.get("content"), + ) + + span.set_attribute( + SpanAttributes.LLM_RESPONSE_MODEL, response_obj.get("model") + ) + usage = response_obj.get("usage") + if usage: + span.set_attribute( + SpanAttributes.LLM_USAGE_TOTAL_TOKENS, + usage.get("total_tokens"), + ) + span.set_attribute( + SpanAttributes.LLM_USAGE_COMPLETION_TOKENS, + usage.get("completion_tokens"), + ) + span.set_attribute( + SpanAttributes.LLM_USAGE_PROMPT_TOKENS, + usage.get("prompt_tokens"), + ) + + for idx, choice in enumerate(response_obj.get("choices")): + span.set_attribute( + f"{SpanAttributes.LLM_COMPLETIONS}.{idx}.finish_reason", + choice.get("finish_reason"), + ) + span.set_attribute( + f"{SpanAttributes.LLM_COMPLETIONS}.{idx}.role", + choice.get("message").get("role"), + ) + span.set_attribute( + f"{SpanAttributes.LLM_COMPLETIONS}.{idx}.content", + choice.get("message").get("content"), + ) + + if ( + level == "ERROR" + and status_message is not None + and isinstance(status_message, str) + ): + span.record_exception(Exception(status_message)) + span.set_status(Status(StatusCode.ERROR, status_message)) + + span.end(end_time) except Exception as e: print_verbose(f"Traceloop Layer Error - {e}") diff --git a/litellm/tests/test_traceloop.py b/litellm/tests/test_traceloop.py index 405a8a3574..f969736285 100644 --- a/litellm/tests/test_traceloop.py +++ b/litellm/tests/test_traceloop.py @@ -1,49 +1,35 @@ -# Commented out for now - since traceloop break ci/cd -# import sys -# import os -# import io, asyncio +import sys +import os +import time +import pytest +import litellm +from opentelemetry.sdk.trace.export.in_memory_span_exporter import InMemorySpanExporter +from traceloop.sdk import Traceloop -# sys.path.insert(0, os.path.abspath('../..')) - -# from litellm import completion -# import litellm -# litellm.num_retries = 3 -# litellm.success_callback = [""] -# import time -# import pytest -# from traceloop.sdk import Traceloop -# Traceloop.init(app_name="test-litellm", disable_batch=True) +sys.path.insert(0, os.path.abspath("../..")) -# def test_traceloop_logging(): -# try: -# litellm.set_verbose = True -# response = litellm.completion( -# model="gpt-3.5-turbo", -# messages=[{"role": "user", "content":"This is a test"}], -# max_tokens=1000, -# temperature=0.7, -# timeout=5, -# ) -# print(f"response: {response}") -# except Exception as e: -# pytest.fail(f"An exception occurred - {e}") -# # test_traceloop_logging() +@pytest.fixture() +def exporter(): + exporter = InMemorySpanExporter() + Traceloop.init( + app_name="test_litellm", + disable_batch=True, + exporter=exporter, + ) + litellm.success_callback = ["traceloop"] + litellm.set_verbose = True + + return exporter -# # def test_traceloop_logging_async(): -# # try: -# # litellm.set_verbose = True -# # async def test_acompletion(): -# # return await litellm.acompletion( -# # model="gpt-3.5-turbo", -# # messages=[{"role": "user", "content":"This is a test"}], -# # max_tokens=1000, -# # temperature=0.7, -# # timeout=5, -# # ) -# # response = asyncio.run(test_acompletion()) -# # print(f"response: {response}") -# # except Exception as e: -# # pytest.fail(f"An exception occurred - {e}") -# # test_traceloop_logging_async() +@pytest.mark.parametrize("model", ["claude-instant-1.2", "gpt-3.5-turbo"]) +def test_traceloop_logging(exporter, model): + + litellm.completion( + model=model, + messages=[{"role": "user", "content": "This is a test"}], + max_tokens=1000, + temperature=0.7, + timeout=5, + ) diff --git a/litellm/utils.py b/litellm/utils.py index ea0f46c144..95d9160efa 100644 --- a/litellm/utils.py +++ b/litellm/utils.py @@ -2027,6 +2027,7 @@ class Logging: response_obj=result, start_time=start_time, end_time=end_time, + user_id=kwargs.get("user", None), print_verbose=print_verbose, ) if callback == "s3": @@ -2598,6 +2599,17 @@ class Logging: level="ERROR", kwargs=self.model_call_details, ) + if callback == "traceloop": + traceloopLogger.log_event( + start_time=start_time, + end_time=end_time, + response_obj=None, + user_id=kwargs.get("user", None), + print_verbose=print_verbose, + status_message=str(exception), + level="ERROR", + kwargs=self.model_call_details, + ) if callback == "prometheus": global prometheusLogger verbose_logger.debug("reaches prometheus for success logging!") From 67f1f374ecfe5b784b56ecaeebe1b35cc73c79f7 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Wed, 29 May 2024 18:10:45 -0700 Subject: [PATCH 083/136] fix comment --- litellm/integrations/langfuse.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/litellm/integrations/langfuse.py b/litellm/integrations/langfuse.py index d1e8763c08..977db62d31 100644 --- a/litellm/integrations/langfuse.py +++ b/litellm/integrations/langfuse.py @@ -455,7 +455,7 @@ class LangFuseLogger: } generation_name = clean_metadata.pop("generation_name", None) if generation_name is None: - # if `generation_name` is None, use sensible default values for generation_name + # if `generation_name` is None, use sensible default values # If using litellm proxy user `key_alias` if not None # If `key_alias` is None, just log `litellm-{call_type}` as the generation name _user_api_key_alias = clean_metadata.get("user_api_key_alias", None) From 4a9d942655c0cd9d5eb1dd1ba5e6cd15afebec57 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Wed, 29 May 2024 18:36:34 -0700 Subject: [PATCH 084/136] ui - fix bug --- ui/litellm-dashboard/src/components/model_dashboard.tsx | 1 - 1 file changed, 1 deletion(-) diff --git a/ui/litellm-dashboard/src/components/model_dashboard.tsx b/ui/litellm-dashboard/src/components/model_dashboard.tsx index 562276fe56..66e0bd6340 100644 --- a/ui/litellm-dashboard/src/components/model_dashboard.tsx +++ b/ui/litellm-dashboard/src/components/model_dashboard.tsx @@ -1790,7 +1790,6 @@ const ModelDashboard: React.FC = ({ index="model" categories={allExceptions} stack={true} - colors={["indigo-300", "rose-200", "#ffcc33"]} yAxisWidth={30} /> From 8c6a19d3abbe00a47b2db0bd8662a5e4380cc782 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Wed, 29 May 2024 18:40:53 -0700 Subject: [PATCH 085/136] fix put litellm prefix in generation name --- litellm/integrations/langfuse.py | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/litellm/integrations/langfuse.py b/litellm/integrations/langfuse.py index 977db62d31..12b20f3d31 100644 --- a/litellm/integrations/langfuse.py +++ b/litellm/integrations/langfuse.py @@ -459,10 +459,9 @@ class LangFuseLogger: # If using litellm proxy user `key_alias` if not None # If `key_alias` is None, just log `litellm-{call_type}` as the generation name _user_api_key_alias = clean_metadata.get("user_api_key_alias", None) - generation_name = ( - _user_api_key_alias - or f"litellm-{kwargs.get('call_type', 'completion')}" - ) + generation_name = f"litellm-{kwargs.get('call_type', 'completion')}" + if _user_api_key_alias is not None: + generation_name = f"litellm:{_user_api_key_alias}" if response_obj is not None and "system_fingerprint" in response_obj: system_fingerprint = response_obj.get("system_fingerprint", None) From c39db5686dfa1fa7d59a4c84eafc04714ce33d71 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Wed, 29 May 2024 18:49:19 -0700 Subject: [PATCH 086/136] ui - new build --- litellm/proxy/_experimental/out/{404/index.html => 404.html} | 2 +- .../_buildManifest.js | 0 .../_ssgManifest.js | 0 .../out/_next/static/chunks/app/page-0f6ae871c63eb14b.js | 1 - .../out/_next/static/chunks/app/page-1fb033a77b428a50.js | 1 + litellm/proxy/_experimental/out/index.html | 2 +- litellm/proxy/_experimental/out/index.txt | 4 ++-- .../out/{model_hub/index.html => model_hub.html} | 2 +- litellm/proxy/_experimental/out/model_hub.txt | 2 +- ui/litellm-dashboard/out/404.html | 2 +- .../_buildManifest.js | 0 .../_ssgManifest.js | 0 .../out/_next/static/chunks/app/page-0f6ae871c63eb14b.js | 1 - .../out/_next/static/chunks/app/page-1fb033a77b428a50.js | 1 + 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 | 2 +- ui/litellm-dashboard/src/components/edit_user.tsx | 4 ---- ui/litellm-dashboard/src/components/usage.tsx | 2 +- 20 files changed, 15 insertions(+), 19 deletions(-) rename litellm/proxy/_experimental/out/{404/index.html => 404.html} (98%) rename litellm/proxy/_experimental/out/_next/static/{XsAEnZvT8GWmMEp4_0in- => QpcxqKJjVnif9CYPhpWjb}/_buildManifest.js (100%) rename litellm/proxy/_experimental/out/_next/static/{XsAEnZvT8GWmMEp4_0in- => QpcxqKJjVnif9CYPhpWjb}/_ssgManifest.js (100%) delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/app/page-0f6ae871c63eb14b.js create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/app/page-1fb033a77b428a50.js rename litellm/proxy/_experimental/out/{model_hub/index.html => model_hub.html} (98%) rename ui/litellm-dashboard/out/_next/static/{XsAEnZvT8GWmMEp4_0in- => QpcxqKJjVnif9CYPhpWjb}/_buildManifest.js (100%) rename ui/litellm-dashboard/out/_next/static/{XsAEnZvT8GWmMEp4_0in- => QpcxqKJjVnif9CYPhpWjb}/_ssgManifest.js (100%) delete mode 100644 ui/litellm-dashboard/out/_next/static/chunks/app/page-0f6ae871c63eb14b.js create mode 100644 ui/litellm-dashboard/out/_next/static/chunks/app/page-1fb033a77b428a50.js diff --git a/litellm/proxy/_experimental/out/404/index.html b/litellm/proxy/_experimental/out/404.html similarity index 98% rename from litellm/proxy/_experimental/out/404/index.html rename to litellm/proxy/_experimental/out/404.html index daae71ba32..2c4f52e83c 100644 --- a/litellm/proxy/_experimental/out/404/index.html +++ b/litellm/proxy/_experimental/out/404.html @@ -1 +1 @@ -404: This page could not be found.LiteLLM Dashboard

404

This page could not be found.

\ No newline at end of file +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/_next/static/XsAEnZvT8GWmMEp4_0in-/_buildManifest.js b/litellm/proxy/_experimental/out/_next/static/QpcxqKJjVnif9CYPhpWjb/_buildManifest.js similarity index 100% rename from litellm/proxy/_experimental/out/_next/static/XsAEnZvT8GWmMEp4_0in-/_buildManifest.js rename to litellm/proxy/_experimental/out/_next/static/QpcxqKJjVnif9CYPhpWjb/_buildManifest.js diff --git a/litellm/proxy/_experimental/out/_next/static/XsAEnZvT8GWmMEp4_0in-/_ssgManifest.js b/litellm/proxy/_experimental/out/_next/static/QpcxqKJjVnif9CYPhpWjb/_ssgManifest.js similarity index 100% rename from litellm/proxy/_experimental/out/_next/static/XsAEnZvT8GWmMEp4_0in-/_ssgManifest.js rename to litellm/proxy/_experimental/out/_next/static/QpcxqKJjVnif9CYPhpWjb/_ssgManifest.js diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/page-0f6ae871c63eb14b.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/page-0f6ae871c63eb14b.js 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index 4a822c4d12..850793d01b 100644 --- a/ui/litellm-dashboard/src/components/edit_user.tsx +++ b/ui/litellm-dashboard/src/components/edit_user.tsx @@ -36,10 +36,6 @@ const EditUserModal: React.FC = ({ visible, onCancel, user, form.resetFields(); }, [user]); - const handleChange = (e) => { - setEditedUser({ ...editedUser, [e.target.name]: e.target.value }); - }; - const handleCancel = async () => { form.resetFields(); onCancel(); diff --git a/ui/litellm-dashboard/src/components/usage.tsx b/ui/litellm-dashboard/src/components/usage.tsx index 3e388b4c39..ea50422c22 100644 --- a/ui/litellm-dashboard/src/components/usage.tsx +++ b/ui/litellm-dashboard/src/components/usage.tsx @@ -162,7 +162,7 @@ const UsagePage: React.FC = ({ console.log("keys in usage", keys); console.log("premium user in usage", premiumUser); - function valueFormatterNumbers(number) { + function valueFormatterNumbers(number: number) { const formatter = new Intl.NumberFormat('en-US', { maximumFractionDigits: 0, notation: 'compact', From fd3057f3b8a42ad122100422804b7e33478dd96a Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Wed, 29 May 2024 18:49:57 -0700 Subject: [PATCH 087/136] =?UTF-8?q?bump:=20version=201.39.2=20=E2=86=92=20?= =?UTF-8?q?1.39.3?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- pyproject.toml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index bfba8e5c09..6deb1b58d6 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "litellm" -version = "1.39.2" +version = "1.39.3" description = "Library to easily interface with LLM API providers" authors = ["BerriAI"] license = "MIT" @@ -79,7 +79,7 @@ requires = ["poetry-core", "wheel"] build-backend = "poetry.core.masonry.api" [tool.commitizen] -version = "1.39.2" +version = "1.39.3" version_files = [ "pyproject.toml:^version" ] From 3e9410ffd6b640349ecc75a1e6973247f2987dda Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Wed, 29 May 2024 20:31:55 -0700 Subject: [PATCH 088/136] fix - test budget exceeded prisma --- docs/my-website/docs/proxy/users.md | 2 +- litellm/tests/test_key_generate_prisma.py | 10 +++++----- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/docs/my-website/docs/proxy/users.md b/docs/my-website/docs/proxy/users.md index ec2be9cdc7..b1530da760 100644 --- a/docs/my-website/docs/proxy/users.md +++ b/docs/my-website/docs/proxy/users.md @@ -223,7 +223,7 @@ curl --location 'http://0.0.0.0:4000/chat/completions' \ Error ```shell -{"error":{"message":"Authentication Error, ExceededBudget: User ishaan3 has exceeded their budget. Current spend: 0.0008869999999999999; Max Budget: 0.0001","type":"auth_error","param":"None","code":401}}% +{"error":{"message":"Budget has been exceeded: User ishaan3 has exceeded their budget. Current spend: 0.0008869999999999999; Max Budget: 0.0001","type":"auth_error","param":"None","code":401}}% ``` diff --git a/litellm/tests/test_key_generate_prisma.py b/litellm/tests/test_key_generate_prisma.py index 528410ca63..d937beab45 100644 --- a/litellm/tests/test_key_generate_prisma.py +++ b/litellm/tests/test_key_generate_prisma.py @@ -467,7 +467,7 @@ def test_call_with_user_over_budget(prisma_client): asyncio.run(test()) except Exception as e: error_detail = e.message - assert "Authentication Error, ExceededBudget:" in error_detail + assert "Budget has been exceeded" in error_detail print(vars(e)) @@ -559,7 +559,7 @@ def test_call_with_end_user_over_budget(prisma_client): asyncio.run(test()) except Exception as e: error_detail = e.message - assert "Authentication Error, ExceededBudget:" in error_detail + assert "Budget has been exceeded" in error_detail print(vars(e)) @@ -648,7 +648,7 @@ def test_call_with_proxy_over_budget(prisma_client): error_detail = e.message else: error_detail = traceback.format_exc() - assert "Authentication Error, ExceededBudget:" in error_detail + assert "Budget has been exceeded" in error_detail print(vars(e)) @@ -726,7 +726,7 @@ def test_call_with_user_over_budget_stream(prisma_client): asyncio.run(test()) except Exception as e: error_detail = e.message - assert "Authentication Error, ExceededBudget:" in error_detail + assert "Budget has been exceeded" in error_detail print(vars(e)) @@ -823,7 +823,7 @@ def test_call_with_proxy_over_budget_stream(prisma_client): asyncio.run(test()) except Exception as e: error_detail = e.message - assert "Authentication Error, ExceededBudget:" in error_detail + assert "Budget has been exceeded" in error_detail print(vars(e)) From 3581d8ac8baa56bceb9f8c55a39f85b667a95542 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Wed, 29 May 2024 20:36:15 -0700 Subject: [PATCH 089/136] fix - vertex_ai/claude-3-opus@20240229 --- litellm/model_prices_and_context_window_backup.json | 4 ++-- model_prices_and_context_window.json | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json index aab9c9af17..f090c5a3f6 100644 --- a/litellm/model_prices_and_context_window_backup.json +++ b/litellm/model_prices_and_context_window_backup.json @@ -1265,8 +1265,8 @@ "max_tokens": 4096, "max_input_tokens": 200000, "max_output_tokens": 4096, - "input_cost_per_token": 0.0000015, - "output_cost_per_token": 0.0000075, + "input_cost_per_token": 0.000015, + "output_cost_per_token": 0.000075, "litellm_provider": "vertex_ai-anthropic_models", "mode": "chat", "supports_function_calling": true, diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json index aab9c9af17..f090c5a3f6 100644 --- a/model_prices_and_context_window.json +++ b/model_prices_and_context_window.json @@ -1265,8 +1265,8 @@ "max_tokens": 4096, "max_input_tokens": 200000, "max_output_tokens": 4096, - "input_cost_per_token": 0.0000015, - "output_cost_per_token": 0.0000075, + "input_cost_per_token": 0.000015, + "output_cost_per_token": 0.000075, "litellm_provider": "vertex_ai-anthropic_models", "mode": "chat", "supports_function_calling": true, From 6f063156be5457e57dbd7ba356e72c267e8e4b16 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Wed, 29 May 2024 20:48:08 -0700 Subject: [PATCH 090/136] fix test_call_with_end_user_over_budget --- litellm/tests/test_key_generate_prisma.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/litellm/tests/test_key_generate_prisma.py b/litellm/tests/test_key_generate_prisma.py index d937beab45..375a1c85d8 100644 --- a/litellm/tests/test_key_generate_prisma.py +++ b/litellm/tests/test_key_generate_prisma.py @@ -467,7 +467,7 @@ def test_call_with_user_over_budget(prisma_client): asyncio.run(test()) except Exception as e: error_detail = e.message - assert "Budget has been exceeded" in error_detail + assert "Authentication Error, ExceededBudget:" in error_detail print(vars(e)) @@ -559,7 +559,7 @@ def test_call_with_end_user_over_budget(prisma_client): asyncio.run(test()) except Exception as e: error_detail = e.message - assert "Budget has been exceeded" in error_detail + assert "Budget has been exceeded! Current" in error_detail print(vars(e)) @@ -648,7 +648,7 @@ def test_call_with_proxy_over_budget(prisma_client): error_detail = e.message else: error_detail = traceback.format_exc() - assert "Budget has been exceeded" in error_detail + assert "Authentication Error, ExceededBudget:" in error_detail print(vars(e)) @@ -726,7 +726,7 @@ def test_call_with_user_over_budget_stream(prisma_client): asyncio.run(test()) except Exception as e: error_detail = e.message - assert "Budget has been exceeded" in error_detail + assert "Authentication Error, ExceededBudget:" in error_detail print(vars(e)) @@ -823,7 +823,7 @@ def test_call_with_proxy_over_budget_stream(prisma_client): asyncio.run(test()) except Exception as e: error_detail = e.message - assert "Budget has been exceeded" in error_detail + assert "Authentication Error, ExceededBudget:" in error_detail print(vars(e)) From e6b68f35fd7228c049c038613b03d7438820a3f6 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Wed, 29 May 2024 20:56:22 -0700 Subject: [PATCH 091/136] fix - submit chat on enter --- ui/litellm-dashboard/src/components/chat_ui.tsx | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/ui/litellm-dashboard/src/components/chat_ui.tsx b/ui/litellm-dashboard/src/components/chat_ui.tsx index 5bc9abde69..407e33dca3 100644 --- a/ui/litellm-dashboard/src/components/chat_ui.tsx +++ b/ui/litellm-dashboard/src/components/chat_ui.tsx @@ -149,6 +149,12 @@ const ChatUI: React.FC = ({ }); }; + const handleKeyDown = (event: React.KeyboardEvent) => { + if (event.key === 'Enter') { + handleSendMessage(); + } + }; + const handleSendMessage = async () => { if (inputMessage.trim() === "") return; @@ -260,6 +266,7 @@ const ChatUI: React.FC = ({ type="text" value={inputMessage} onChange={(e) => setInputMessage(e.target.value)} + onKeyDown={handleKeyDown} // Add this line placeholder="Type your message..." /> + + {globalActivity.api_base} + + + + Num Rate Limit Errors {(globalActivity.sum_num_rate_limit_exceptions)} + + console.log(v)} + /> + + + + + + + ))} + + } + +
diff --git a/ui/litellm-dashboard/src/components/networking.tsx b/ui/litellm-dashboard/src/components/networking.tsx index d808166383..769e3b8346 100644 --- a/ui/litellm-dashboard/src/components/networking.tsx +++ b/ui/litellm-dashboard/src/components/networking.tsx @@ -1246,7 +1246,8 @@ export const adminGlobalActivityExceptions = async ( export const adminGlobalActivityExceptionsPerDeployment = async ( accessToken: String, startTime: String | undefined, - endTime: String | undefined + endTime: String | undefined, + modelGroup: String, ) => { try { let url = proxyBaseUrl @@ -1257,6 +1258,10 @@ export const adminGlobalActivityExceptionsPerDeployment = async ( url += `?start_date=${startTime}&end_date=${endTime}`; } + if (modelGroup) { + url += `&model_group=${modelGroup}`; + } + const requestOptions: { method: string; headers: { From 9a55365791b7242216096f28330fdd6c05e95b9d Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Thu, 30 May 2024 20:56:05 -0700 Subject: [PATCH 128/136] fix - rate lmit error dashboard --- litellm/proxy/proxy_server.py | 44 ++++++++++++++++++++--------------- 1 file changed, 25 insertions(+), 19 deletions(-) diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index 7241c1f247..b6e27cba60 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -6890,14 +6890,14 @@ async def get_global_activity_exceptions_per_deployment( const chartdata = [ { date: 'Jan 22', - num_exceptions: 10 + num_rate_limit_exceptions: 10 }, { date: 'Jan 23', - num_exceptions: 12 + num_rate_limit_exceptions: 12 }, ], - "sum_num_exceptions": 20, + "sum_num_rate_limit_exceptions": 20, }, { @@ -6906,14 +6906,14 @@ async def get_global_activity_exceptions_per_deployment( const chartdata = [ { date: 'Jan 22', - num_exceptions: 10, + num_rate_limit_exceptions: 10, }, { date: 'Jan 23', - num_exceptions: 12 + num_rate_limit_exceptions: 12 }, ], - "sum_num_exceptions": 20, + "sum_num_rate_limit_exceptions": 20, }, ] @@ -6940,13 +6940,14 @@ async def get_global_activity_exceptions_per_deployment( SELECT api_base, date_trunc('day', "startTime")::date AS date, - COUNT(*) AS num_exceptions + COUNT(*) AS num_rate_limit_exceptions FROM "LiteLLM_ErrorLogs" WHERE "startTime" >= $1::date AND "startTime" < ($2::date + INTERVAL '1 day') AND model_group = $3 + AND status_code = '429' GROUP BY api_base, date_trunc('day', "startTime") @@ -6968,19 +6969,21 @@ async def get_global_activity_exceptions_per_deployment( if _model not in model_ui_data: model_ui_data[_model] = { "daily_data": [], - "sum_num_exceptions": 0, + "sum_num_rate_limit_exceptions": 0, } _date_obj = datetime.fromisoformat(row["date"]) row["date"] = _date_obj.strftime("%b %d") model_ui_data[_model]["daily_data"].append(row) - model_ui_data[_model]["sum_num_exceptions"] += row.get("num_exceptions", 0) + model_ui_data[_model]["sum_num_rate_limit_exceptions"] += row.get( + "num_rate_limit_exceptions", 0 + ) # sort mode ui data by sum_api_requests -> get top 10 models model_ui_data = dict( sorted( model_ui_data.items(), - key=lambda x: x[1]["sum_num_exceptions"], + key=lambda x: x[1]["sum_num_rate_limit_exceptions"], reverse=True, )[:10] ) @@ -6993,7 +6996,9 @@ async def get_global_activity_exceptions_per_deployment( { "api_base": model, "daily_data": _sort_daily_data, - "sum_num_exceptions": data["sum_num_exceptions"], + "sum_num_rate_limit_exceptions": data[ + "sum_num_rate_limit_exceptions" + ], } ) @@ -7035,11 +7040,11 @@ async def get_global_activity_exceptions( const chartdata = [ { date: 'Jan 22', - num_exceptions: 10, + num_rate_limit_exceptions: 10, }, { date: 'Jan 23', - num_exceptions: 10, + num_rate_limit_exceptions: 10, }, ], "sum_api_exceptions": 20, @@ -7066,13 +7071,14 @@ async def get_global_activity_exceptions( sql_query = """ SELECT date_trunc('day', "startTime")::date AS date, - COUNT(*) AS num_exceptions + COUNT(*) AS num_rate_limit_exceptions FROM "LiteLLM_ErrorLogs" WHERE "startTime" >= $1::date AND "startTime" < ($2::date + INTERVAL '1 day') AND model_group = $3 + AND status_code = '429' GROUP BY date_trunc('day', "startTime") ORDER BY @@ -7085,7 +7091,7 @@ async def get_global_activity_exceptions( if db_response is None: return [] - sum_num_exceptions = 0 + sum_num_rate_limit_exceptions = 0 daily_data = [] for row in db_response: # cast date to datetime @@ -7093,14 +7099,14 @@ async def get_global_activity_exceptions( row["date"] = _date_obj.strftime("%b %d") daily_data.append(row) - sum_num_exceptions += row.get("num_exceptions", 0) + sum_num_rate_limit_exceptions += row.get("num_rate_limit_exceptions", 0) # sort daily_data by date daily_data = sorted(daily_data, key=lambda x: x["date"]) data_to_return = { "daily_data": daily_data, - "sum_num_exceptions": sum_num_exceptions, + "sum_num_rate_limit_exceptions": sum_num_rate_limit_exceptions, } return data_to_return @@ -10830,7 +10836,7 @@ async def model_metrics_exceptions( SELECT CASE WHEN api_base = '' THEN litellm_model_name ELSE CONCAT(litellm_model_name, '-', api_base) END AS combined_model_api_base, exception_type, - COUNT(*) AS num_exceptions + COUNT(*) AS num_rate_limit_exceptions FROM "LiteLLM_ErrorLogs" WHERE "startTime" >= $1::timestamp AND "endTime" <= $2::timestamp AND model_group = $3 GROUP BY combined_model_api_base, exception_type @@ -10838,7 +10844,7 @@ async def model_metrics_exceptions( SELECT combined_model_api_base, COUNT(*) AS total_exceptions, - json_object_agg(exception_type, num_exceptions) AS exception_counts + json_object_agg(exception_type, num_rate_limit_exceptions) AS exception_counts FROM cte GROUP BY combined_model_api_base ORDER BY total_exceptions DESC From 473ae19c2acce147f6119e195ea58a697c4ce7b5 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Thu, 30 May 2024 20:57:47 -0700 Subject: [PATCH 129/136] =?UTF-8?q?bump:=20version=201.39.4=20=E2=86=92=20?= =?UTF-8?q?1.39.5?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- pyproject.toml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index a6a6a86429..49ca81db62 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "litellm" -version = "1.39.4" +version = "1.39.5" description = "Library to easily interface with LLM API providers" authors = ["BerriAI"] license = "MIT" @@ -79,7 +79,7 @@ requires = ["poetry-core", "wheel"] build-backend = "poetry.core.masonry.api" [tool.commitizen] -version = "1.39.4" +version = "1.39.5" version_files = [ "pyproject.toml:^version" ] From aada7b4bd390d1508345412c8a3622449ecd3ab1 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Thu, 30 May 2024 20:59:51 -0700 Subject: [PATCH 130/136] ui new build --- litellm/proxy/_experimental/out/404.html | 2 +- .../_buildManifest.js | 0 .../_ssgManifest.js | 0 .../static/chunks/134-4a7b43f992182f2c.js | 1 + .../static/chunks/134-c90bc0ea89aa9575.js | 1 - .../static/chunks/359-15429935a96e2644.js | 20 ------------------- .../static/chunks/359-f105a7fb61fe8110.js | 20 +++++++++++++++++++ ...0d5edc0803a.js => 440-b9a05f116e1a696d.js} | 4 ++-- .../chunks/app/page-b352842da2a28567.js | 1 - .../chunks/app/page-f610596e5fb3cce4.js | 1 + litellm/proxy/_experimental/out/index.html | 2 +- litellm/proxy/_experimental/out/index.txt | 4 ++-- .../proxy/_experimental/out/model_hub.html | 2 +- litellm/proxy/_experimental/out/model_hub.txt | 4 ++-- ui/litellm-dashboard/out/404.html | 2 +- .../_buildManifest.js | 0 .../_ssgManifest.js | 0 .../static/chunks/134-4a7b43f992182f2c.js | 1 + .../static/chunks/134-c90bc0ea89aa9575.js | 1 - .../static/chunks/359-15429935a96e2644.js | 20 ------------------- .../static/chunks/359-f105a7fb61fe8110.js | 20 +++++++++++++++++++ ...0d5edc0803a.js => 440-b9a05f116e1a696d.js} | 4 ++-- .../chunks/app/page-b352842da2a28567.js | 1 - .../chunks/app/page-f610596e5fb3cce4.js | 1 + 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 ++-- 28 files changed, 62 insertions(+), 62 deletions(-) rename litellm/proxy/_experimental/out/_next/static/{DZeuXGCKZ5FspQI6YUqsb => PcGFjo5-03lHREJ3E0k6y}/_buildManifest.js (100%) rename litellm/proxy/_experimental/out/_next/static/{DZeuXGCKZ5FspQI6YUqsb => PcGFjo5-03lHREJ3E0k6y}/_ssgManifest.js (100%) create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/134-4a7b43f992182f2c.js delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/134-c90bc0ea89aa9575.js delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/359-15429935a96e2644.js create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/359-f105a7fb61fe8110.js rename litellm/proxy/_experimental/out/_next/static/chunks/{440-5f9900d5edc0803a.js => 440-b9a05f116e1a696d.js} (52%) delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/app/page-b352842da2a28567.js create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/app/page-f610596e5fb3cce4.js rename ui/litellm-dashboard/out/_next/static/{DZeuXGCKZ5FspQI6YUqsb => PcGFjo5-03lHREJ3E0k6y}/_buildManifest.js (100%) rename ui/litellm-dashboard/out/_next/static/{DZeuXGCKZ5FspQI6YUqsb => PcGFjo5-03lHREJ3E0k6y}/_ssgManifest.js (100%) create mode 100644 ui/litellm-dashboard/out/_next/static/chunks/134-4a7b43f992182f2c.js delete mode 100644 ui/litellm-dashboard/out/_next/static/chunks/134-c90bc0ea89aa9575.js delete mode 100644 ui/litellm-dashboard/out/_next/static/chunks/359-15429935a96e2644.js create mode 100644 ui/litellm-dashboard/out/_next/static/chunks/359-f105a7fb61fe8110.js rename ui/litellm-dashboard/out/_next/static/chunks/{440-5f9900d5edc0803a.js => 440-b9a05f116e1a696d.js} (52%) delete mode 100644 ui/litellm-dashboard/out/_next/static/chunks/app/page-b352842da2a28567.js create mode 100644 ui/litellm-dashboard/out/_next/static/chunks/app/page-f610596e5fb3cce4.js diff --git a/litellm/proxy/_experimental/out/404.html b/litellm/proxy/_experimental/out/404.html index a53f906ff2..a578410881 100644 --- a/litellm/proxy/_experimental/out/404.html +++ b/litellm/proxy/_experimental/out/404.html @@ -1 +1 @@ -404: This page could not be found.LiteLLM Dashboard

404

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\ No newline at end of file +404: This page could not be found.LiteLLM Dashboard

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