diff --git a/.circleci/config.yml b/.circleci/config.yml index 44534badc..6fa8775ba 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -43,7 +43,7 @@ jobs: pip install opentelemetry-api==1.25.0 pip install opentelemetry-sdk==1.25.0 pip install opentelemetry-exporter-otlp==1.25.0 - pip install openai==1.45.0 + pip install openai==1.51.0 pip install prisma==0.11.0 pip install "detect_secrets==1.5.0" pip install "httpx==0.24.1" @@ -374,7 +374,7 @@ jobs: pip install "aiodynamo==23.10.1" pip install "asyncio==3.4.3" pip install "PyGithub==1.59.1" - pip install "openai==1.45.0" + pip install "openai==1.51.0" # Run pytest and generate JUnit XML report - run: name: Build Docker image @@ -467,7 +467,7 @@ jobs: pip install "pytest-retry==1.6.3" pip install "pytest-asyncio==0.21.1" pip install aiohttp - pip install "openai==1.45.0" + pip install "openai==1.51.0" python -m pip install --upgrade pip pip install "pydantic==2.7.1" pip install "pytest==7.3.1" @@ -575,7 +575,7 @@ jobs: pip install "pytest-asyncio==0.21.1" pip install "google-cloud-aiplatform==1.43.0" pip install aiohttp - pip install "openai==1.45.0" + pip install "openai==1.51.0" python -m pip install --upgrade pip pip install "pydantic==2.7.1" pip install "pytest==7.3.1" @@ -743,7 +743,7 @@ jobs: pip install "pytest-retry==1.6.3" pip install "pytest-asyncio==0.21.1" pip install aiohttp - pip install "openai==1.45.0" + pip install "openai==1.51.0" python -m pip install --upgrade pip pip install "pydantic==2.7.1" pip install "pytest==7.3.1" diff --git a/.circleci/requirements.txt b/.circleci/requirements.txt index 93f234ad5..b4e9fcdb3 100644 --- a/.circleci/requirements.txt +++ b/.circleci/requirements.txt @@ -1,5 +1,5 @@ # used by CI/CD testing -openai==1.34.0 +openai==1.51.0 python-dotenv tiktoken importlib_metadata diff --git a/litellm/llms/huggingface_restapi.py b/litellm/llms/huggingface_restapi.py index 07ac6b1de..183949ff9 100644 --- a/litellm/llms/huggingface_restapi.py +++ b/litellm/llms/huggingface_restapi.py @@ -1022,10 +1022,11 @@ class Huggingface(BaseLLM): model_response, "usage", litellm.Usage( - **{ - "prompt_tokens": input_tokens, - "total_tokens": input_tokens, - } + prompt_tokens=input_tokens, + completion_tokens=input_tokens, + total_tokens=input_tokens, + prompt_tokens_details=None, + completion_tokens_details=None, ), ) return model_response diff --git a/litellm/llms/ollama.py b/litellm/llms/ollama.py index b8fb7f7ba..3fc482b4a 100644 --- a/litellm/llms/ollama.py +++ b/litellm/llms/ollama.py @@ -585,10 +585,11 @@ async def ollama_aembeddings( model_response, "usage", litellm.Usage( - **{ - "prompt_tokens": total_input_tokens, - "total_tokens": total_input_tokens, - } + prompt_tokens=total_input_tokens, + completion_tokens=total_input_tokens, + total_tokens=total_input_tokens, + prompt_tokens_details=None, + completion_tokens_details=None, ), ) return model_response diff --git a/litellm/types/utils.py b/litellm/types/utils.py index b043ff098..ab4f27669 100644 --- a/litellm/types/utils.py +++ b/litellm/types/utils.py @@ -6,7 +6,11 @@ from typing import Any, Dict, List, Literal, Optional, Tuple, Union from openai._models import BaseModel as OpenAIObject from openai.types.audio.transcription_create_params import FileTypes # type: ignore -from openai.types.completion_usage import CompletionTokensDetails, CompletionUsage +from openai.types.completion_usage import ( + CompletionTokensDetails, + CompletionUsage, + PromptTokensDetails, +) from pydantic import ConfigDict, PrivateAttr from typing_extensions import Callable, Dict, Required, TypedDict, override @@ -347,7 +351,7 @@ class Message(OpenAIObject): ), } super(Message, self).__init__( - **init_values, + **init_values, # type: ignore **params, ) @@ -478,6 +482,10 @@ class Usage(CompletionUsage): completion_tokens: Optional[int] = None, total_tokens: Optional[int] = None, reasoning_tokens: Optional[int] = None, + prompt_tokens_details: Optional[Union[PromptTokensDetails, dict]] = None, + completion_tokens_details: Optional[ + Union[CompletionTokensDetails, dict] + ] = None, **params, ): ## DEEPSEEK PROMPT TOKEN HANDLING ## - follow the anthropic format, of having prompt tokens be just the non-cached token input. Enables accurate cost-tracking - Relevant issue: https://github.com/BerriAI/litellm/issues/5285 @@ -489,29 +497,35 @@ class Usage(CompletionUsage): prompt_tokens = params["prompt_cache_miss_tokens"] # handle reasoning_tokens - completion_tokens_details = None + _completion_tokens_details: Optional[CompletionTokensDetails] = None if reasoning_tokens: completion_tokens_details = CompletionTokensDetails( reasoning_tokens=reasoning_tokens ) # Ensure completion_tokens_details is properly handled - if "completion_tokens_details" in params: - if isinstance(params["completion_tokens_details"], dict): - completion_tokens_details = CompletionTokensDetails( - **params["completion_tokens_details"] + if completion_tokens_details: + if isinstance(completion_tokens_details, dict): + _completion_tokens_details = CompletionTokensDetails( + **completion_tokens_details ) - elif isinstance( - params["completion_tokens_details"], CompletionTokensDetails - ): - completion_tokens_details = params["completion_tokens_details"] - del params["completion_tokens_details"] + elif isinstance(completion_tokens_details, CompletionTokensDetails): + _completion_tokens_details = completion_tokens_details + + # handle prompt_tokens_details + _prompt_tokens_details: Optional[PromptTokensDetails] = None + if prompt_tokens_details: + if isinstance(prompt_tokens_details, dict): + _prompt_tokens_details = PromptTokensDetails(**prompt_tokens_details) + elif isinstance(prompt_tokens_details, PromptTokensDetails): + _prompt_tokens_details = prompt_tokens_details super().__init__( prompt_tokens=prompt_tokens or 0, completion_tokens=completion_tokens or 0, total_tokens=total_tokens or 0, - completion_tokens_details=completion_tokens_details or None, + completion_tokens_details=_completion_tokens_details or None, + prompt_tokens_details=_prompt_tokens_details or None, ) ## ANTHROPIC MAPPING ## diff --git a/poetry.lock b/poetry.lock index 1380e652b..42aec43bc 100644 --- a/poetry.lock +++ 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"azure-keyvault-secrets", "google-cloud-kms", "prisma", "resend"] @@ -3484,4 +3519,4 @@ proxy = ["PyJWT", "apscheduler", "backoff", "cryptography", "fastapi", "fastapi- [metadata] lock-version = "2.0" python-versions = ">=3.8.1,<4.0, !=3.9.7" -content-hash = "6795344f245df1fac99329e370f6a997bbf5010e6841c723dc5e73cf22c3885d" +content-hash = "94beed60a176d854a59b7cf9cace6f7de83ae6036cbcdb8ed10273df5b299afa" diff --git a/pyproject.toml b/pyproject.toml index ce633efc2..32d8bf7a8 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -17,7 +17,7 @@ documentation = "https://docs.litellm.ai" [tool.poetry.dependencies] python = ">=3.8.1,<4.0, !=3.9.7" -openai = ">=1.45.0" +openai = ">=1.51.0" python-dotenv = ">=0.2.0" tiktoken = ">=0.7.0" importlib-metadata = ">=6.8.0" diff --git a/requirements.txt b/requirements.txt index a9f4bd6a3..966771bc7 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,6 +1,6 @@ # LITELLM PROXY DEPENDENCIES # anyio==4.4.0 # openai + http req. -openai==1.45.0 # openai req. +openai==1.51.0 # openai req. fastapi==0.111.0 # server dep backoff==2.2.1 # server dep pyyaml==6.0.0 # server dep diff --git a/tests/llm_translation/test_databricks.py b/tests/llm_translation/test_databricks.py index d5cd1135c..97e92b106 100644 --- a/tests/llm_translation/test_databricks.py +++ b/tests/llm_translation/test_databricks.py @@ -46,6 +46,7 @@ def mock_chat_response() -> Dict[str, Any]: "completion_tokens": 38, "completion_tokens_details": None, "total_tokens": 268, + "prompt_tokens_details": None, }, "system_fingerprint": None, } @@ -201,6 +202,7 @@ def mock_embedding_response() -> Dict[str, Any]: "total_tokens": 8, "completion_tokens": 0, "completion_tokens_details": None, + "prompt_tokens_details": None, }, } diff --git a/tests/llm_translation/test_prompt_caching.py b/tests/llm_translation/test_prompt_caching.py new file mode 100644 index 000000000..e9d22074a --- /dev/null +++ b/tests/llm_translation/test_prompt_caching.py @@ -0,0 +1,34 @@ +import json +import os +import sys +from datetime import datetime +from unittest.mock import AsyncMock + +sys.path.insert( + 0, os.path.abspath("../..") +) # Adds the parent directory to the system path + + +import httpx +import pytest +from respx import MockRouter + +import litellm +from litellm import Choices, Message, ModelResponse +from litellm.types.utils import PromptTokensDetails + + +@pytest.mark.asyncio +async def test_prompt_caching(): + """ + Tests that: + - prompt_tokens_details is correctly handled and returned as PromptTokensDetails type + """ + response1 = await litellm.acompletion( + model="gpt-4o-mini", + messages=[{"role": "user", "content": "hi"}], + ) + print("response1", response1) + print("response1.usage", response1.usage) + print("type of prompt_tokens_details", type(response1.usage.prompt_tokens_details)) + assert isinstance(response1.usage.prompt_tokens_details, PromptTokensDetails)