diff --git a/litellm/cost_calculator.py b/litellm/cost_calculator.py index 42fcabcf68..692be8cc24 100644 --- a/litellm/cost_calculator.py +++ b/litellm/cost_calculator.py @@ -327,12 +327,16 @@ def cost_per_token( # noqa: PLR0915 elif call_type == "search" or call_type == "asearch": # Search providers use per-query pricing from litellm.search import search_provider_cost_per_query - + return search_provider_cost_per_query( model=model, custom_llm_provider=custom_llm_provider, number_of_queries=number_of_queries or 1, - optional_params=response._hidden_params if response and hasattr(response, "_hidden_params") else None + optional_params=( + response._hidden_params + if response and hasattr(response, "_hidden_params") + else None + ), ) elif custom_llm_provider == "vertex_ai": cost_router = google_cost_router( @@ -509,16 +513,18 @@ def _select_model_name_for_cost_calc( else: return_model = model - if base_model is not None: + elif base_model is not None: return_model = base_model - if completion_response_model is None and hidden_params is not None: + elif completion_response_model is None and hidden_params is not None: if ( hidden_params.get("model", None) is not None and len(hidden_params["model"]) > 0 ): return_model = hidden_params.get("model", model) - if hidden_params is not None and hidden_params.get("region_name", None) is not None: + elif ( + hidden_params is not None and hidden_params.get("region_name", None) is not None + ): region_name = hidden_params.get("region_name", None) if return_model is None and completion_response_model is not None: @@ -853,15 +859,6 @@ def completion_cost( # noqa: PLR0915 "custom_llm_provider", custom_llm_provider or None ) region_name = hidden_params.get("region_name", region_name) - size = hidden_params.get("optional_params", {}).get( - "size", "1024-x-1024" - ) # openai default - quality = hidden_params.get("optional_params", {}).get( - "quality", "standard" - ) # openai default - n = hidden_params.get("optional_params", {}).get( - "n", 1 - ) # openai default else: if model is None: raise ValueError( @@ -888,7 +885,9 @@ def completion_cost( # noqa: PLR0915 str(e) ) ) - if CostCalculatorUtils._call_type_has_image_response(call_type): + if CostCalculatorUtils._call_type_has_image_response( + call_type + ) and isinstance(completion_response, ImageResponse): ### IMAGE GENERATION COST CALCULATION ### return CostCalculatorUtils.route_image_generation_cost_calculator( model=model, @@ -906,27 +905,32 @@ def completion_cost( # noqa: PLR0915 or call_type == CallTypes.avideo_remix.value ): ### VIDEO GENERATION COST CALCULATION ### - if completion_response is not None and hasattr(completion_response, 'usage'): - usage_obj = completion_response.usage + usage_obj = getattr(completion_response, "usage", None) + if completion_response is not None and usage_obj: # Handle both dict and Pydantic Usage object if isinstance(usage_obj, dict): - duration_seconds = usage_obj.get('duration_seconds', None) + duration_seconds = usage_obj.get("duration_seconds", None) else: - duration_seconds = getattr(usage_obj, 'duration_seconds', None) + duration_seconds = getattr( + usage_obj, "duration_seconds", None + ) if duration_seconds is not None: # Calculate cost based on video duration using video-specific cost calculation - from litellm.llms.openai.cost_calculation import video_generation_cost + from litellm.llms.openai.cost_calculation import ( + video_generation_cost, + ) + return video_generation_cost( model=model, duration_seconds=duration_seconds, - custom_llm_provider=custom_llm_provider + custom_llm_provider=custom_llm_provider, ) # Fallback to default video cost calculation if no duration available return default_video_cost_calculator( model=model, duration_seconds=0.0, # Default to 0 if no duration available - custom_llm_provider=custom_llm_provider + custom_llm_provider=custom_llm_provider, ) elif ( call_type == CallTypes.speech.value @@ -1460,13 +1464,13 @@ def default_video_cost_calculator( model_name_without_custom_llm_provider = model.replace( f"{custom_llm_provider}/", "" ) - base_model_name = f"{custom_llm_provider}/{model_name_without_custom_llm_provider}" + base_model_name = ( + f"{custom_llm_provider}/{model_name_without_custom_llm_provider}" + ) - verbose_logger.debug( - f"Looking up cost for video model: {base_model_name}" - ) + verbose_logger.debug(f"Looking up cost for video model: {base_model_name}") - model_without_provider = model.split('/')[-1] + model_without_provider = model.split("/")[-1] # Try model with provider first, fall back to base model name cost_info: Optional[dict] = None @@ -1480,7 +1484,7 @@ def default_video_cost_calculator( if _model is not None and _model in litellm.model_cost: cost_info = litellm.model_cost[_model] break - + # If still not found, try with custom_llm_provider prefix if cost_info is None and custom_llm_provider: prefixed_model = f"{custom_llm_provider}/{model}" @@ -1495,12 +1499,12 @@ def default_video_cost_calculator( video_cost_per_second = cost_info.get("output_cost_per_video_per_second") if video_cost_per_second is not None: return video_cost_per_second * duration_seconds - + # Fallback to general output cost per second output_cost_per_second = cost_info.get("output_cost_per_second") if output_cost_per_second is not None: return output_cost_per_second * duration_seconds - + # If no cost information found, return 0 verbose_logger.info( f"No cost information found for video model {model}. Please add pricing to model_prices_and_context_window.json" diff --git a/litellm/integrations/custom_logger.py b/litellm/integrations/custom_logger.py index 052b3f0f1f..481a2a3ecb 100644 --- a/litellm/integrations/custom_logger.py +++ b/litellm/integrations/custom_logger.py @@ -8,7 +8,6 @@ from typing import ( AsyncGenerator, Dict, List, - Literal, Optional, Tuple, Union, @@ -24,6 +23,7 @@ from litellm.types.llms.openai import AllMessageValues, ChatCompletionRequest from litellm.types.utils import ( AdapterCompletionStreamWrapper, CallTypes, + CallTypesLiteral, LLMResponseTypes, ModelResponse, ModelResponseStream, @@ -65,12 +65,11 @@ _BASE64_INLINE_PATTERN = re.compile( class CustomLogger: # https://docs.litellm.ai/docs/observability/custom_callback#callback-class # Class variables or attributes def __init__( - self, + self, turn_off_message_logging: bool = False, - # deprecated param, use `turn_off_message_logging` instead message_logging: bool = True, - **kwargs + **kwargs, ) -> None: """ Args: @@ -221,7 +220,7 @@ class CustomLogger: # https://docs.litellm.ai/docs/observability/custom_callbac ) -> Optional[Any]: """ Allow modifying streaming chunks just before they're returned to the user. - + This is called for each streaming chunk in the response. """ pass @@ -292,18 +291,7 @@ class CustomLogger: # https://docs.litellm.ai/docs/observability/custom_callbac user_api_key_dict: UserAPIKeyAuth, cache: DualCache, data: dict, - call_type: Literal[ - "completion", - "text_completion", - "embeddings", - "image_generation", - "moderation", - "audio_transcription", - "pass_through_endpoint", - "rerank", - "mcp_call", - "anthropic_messages", - ], + call_type: CallTypesLiteral, ) -> Optional[ Union[Exception, str, dict] ]: # raise exception if invalid, return a str for the user to receive - if rejected, or return a modified dictionary for passing into litellm @@ -342,16 +330,7 @@ class CustomLogger: # https://docs.litellm.ai/docs/observability/custom_callbac self, data: dict, user_api_key_dict: UserAPIKeyAuth, - call_type: Literal[ - "completion", - "embeddings", - "image_generation", - "moderation", - "audio_transcription", - "responses", - "mcp_call", - "anthropic_messages", - ], + call_type: CallTypesLiteral, ) -> Any: pass @@ -435,7 +414,6 @@ class CustomLogger: # https://docs.litellm.ai/docs/observability/custom_callbac # MCP TOOL CALL HOOKS ######################################################### - async def async_post_mcp_tool_call_hook( self, kwargs, response_obj: MCPPostCallResponseObject, start_time, end_time ) -> Optional[MCPPostCallResponseObject]: @@ -519,18 +497,18 @@ class CustomLogger: # https://docs.litellm.ai/docs/observability/custom_callbac if LITELLM_METADATA_FIELD in request_kwargs: return LITELLM_METADATA_FIELD return OLD_LITELLM_METADATA_FIELD - + def redact_standard_logging_payload_from_model_call_details( self, model_call_details: Dict ) -> Dict: """ Only redacts messages and responses when self.turn_off_message_logging is True - + By default, self.turn_off_message_logging is False and this does nothing. - + Return a redacted deepcopy of the provided logging payload. - + This is useful for logging payloads that contain sensitive information. """ from copy import copy @@ -540,7 +518,7 @@ class CustomLogger: # https://docs.litellm.ai/docs/observability/custom_callbac if turn_off_message_logging is False: return model_call_details - + # Only make a shallow copy of the top-level dict to avoid deepcopy issues # with complex objects like AuthenticationError that may be present model_call_details_copy = copy(model_call_details) @@ -553,7 +531,9 @@ class CustomLogger: # https://docs.litellm.ai/docs/observability/custom_callbac standard_logging_object_copy = copy(standard_logging_object) if standard_logging_object_copy.get("messages") is not None: - standard_logging_object_copy["messages"] = [Message(content=redacted_str).model_dump()] + standard_logging_object_copy["messages"] = [ + Message(content=redacted_str).model_dump() + ] if standard_logging_object_copy.get("response") is not None: response = standard_logging_object_copy["response"] @@ -580,11 +560,11 @@ class CustomLogger: # https://docs.litellm.ai/docs/observability/custom_callbac model_response_dict = model_response.model_dump() standard_logging_object_copy["response"] = model_response_dict - model_call_details_copy["standard_logging_object"] = standard_logging_object_copy + model_call_details_copy["standard_logging_object"] = ( + standard_logging_object_copy + ) return model_call_details_copy - - async def get_proxy_server_request_from_cold_storage_with_object_key( self, object_key: str, @@ -622,7 +602,9 @@ class CustomLogger: # https://docs.litellm.ai/docs/observability/custom_callbac verbose_logger.debug(f"Error in handle_callback_failure for {callback_name}: {str(e)}") async def _strip_base64_from_messages( - self, payload: "StandardLoggingPayload", max_depth: int = DEFAULT_MAX_RECURSE_DEPTH_SENSITIVE_DATA_MASKER + self, + payload: "StandardLoggingPayload", + max_depth: int = DEFAULT_MAX_RECURSE_DEPTH_SENSITIVE_DATA_MASKER, ) -> "StandardLoggingPayload": """ Removes or redacts base64-encoded file data (e.g., PDFs, images, audio) @@ -671,7 +653,9 @@ class CustomLogger: # https://docs.litellm.ai/docs/observability/custom_callbac verbose_logger.debug(f"[CustomLogger] Stripping base64 from {len(messages)} messages") if messages: - payload["messages"] = self._process_messages(messages=messages, max_depth=max_depth) + payload["messages"] = self._process_messages( + messages=messages, max_depth=max_depth + ) total_items = 0 for m in payload.get("messages", []) or []: @@ -684,9 +668,13 @@ class CustomLogger: # https://docs.litellm.ai/docs/observability/custom_callbac f"[CustomLogger] Completed base64 strip; retained {total_items} content items" ) return payload - - def _redact_base64(self, value: Any, depth: int = 0, max_depth: int = DEFAULT_MAX_RECURSE_DEPTH_SENSITIVE_DATA_MASKER) -> Any: + def _redact_base64( + self, + value: Any, + depth: int = 0, + max_depth: int = DEFAULT_MAX_RECURSE_DEPTH_SENSITIVE_DATA_MASKER, + ) -> Any: """Recursively redact inline base64 from any nested structure with a max recursion depth limit.""" if depth > max_depth: verbose_logger.warning( @@ -703,10 +691,16 @@ class CustomLogger: # https://docs.litellm.ai/docs/observability/custom_callbac return value if isinstance(value, list): - return [self._redact_base64(value=v, depth=depth + 1, max_depth=max_depth) for v in value] + return [ + self._redact_base64(value=v, depth=depth + 1, max_depth=max_depth) + for v in value + ] if isinstance(value, dict): - return {k: self._redact_base64(value=v, depth=depth + 1, max_depth=max_depth) for k, v in value.items()} + return { + k: self._redact_base64(value=v, depth=depth + 1, max_depth=max_depth) + for k, v in value.items() + } return value @@ -729,10 +723,14 @@ class CustomLogger: # https://docs.litellm.ai/docs/observability/custom_callbac cleaned: List[Any] = [] for c in contents: if self._should_keep_content(content=c): - cleaned.append(self._redact_base64(value=c, max_depth=max_depth)) + cleaned.append( + self._redact_base64(value=c, max_depth=max_depth) + ) msg["content"] = cleaned else: - msg["content"] = self._redact_base64(value=contents, max_depth=max_depth) + msg["content"] = self._redact_base64( + value=contents, max_depth=max_depth + ) for key, val in list(msg.items()): if key != "content": diff --git a/litellm/litellm_core_utils/audio_utils/utils.py b/litellm/litellm_core_utils/audio_utils/utils.py index fc0c8aca84..2f0db4978f 100644 --- a/litellm/litellm_core_utils/audio_utils/utils.py +++ b/litellm/litellm_core_utils/audio_utils/utils.py @@ -4,6 +4,7 @@ Utils used for litellm.transcription() and litellm.atranscription() import os from dataclasses import dataclass +from typing import Optional from litellm.types.files import get_file_mime_type_from_extension from litellm.types.utils import FileTypes @@ -13,12 +14,13 @@ from litellm.types.utils import FileTypes class ProcessedAudioFile: """ Processed audio file data. - + Attributes: file_content: The binary content of the audio file filename: The filename (extracted or generated) content_type: The MIME type of the audio file """ + file_content: bytes filename: str content_type: str @@ -27,61 +29,63 @@ class ProcessedAudioFile: def process_audio_file(audio_file: FileTypes) -> ProcessedAudioFile: """ Common utility function to process audio files for audio transcription APIs. - + Handles various input types: - File paths (str, os.PathLike) - Raw bytes/bytearray - Tuples (filename, content, optional content_type) - File-like objects with read() method - + Args: audio_file: The audio file input in various formats - + Returns: ProcessedAudioFile: Structured data with file content, filename, and content type - + Raises: ValueError: If audio_file type is unsupported or content cannot be extracted """ file_content = None filename = None - + if isinstance(audio_file, (bytes, bytearray)): # Raw bytes - filename = 'audio.wav' + filename = "audio.wav" file_content = bytes(audio_file) elif isinstance(audio_file, (str, os.PathLike)): # File path or PathLike file_path = str(audio_file) - with open(file_path, 'rb') as f: + with open(file_path, "rb") as f: file_content = f.read() - filename = file_path.split('/')[-1] + filename = file_path.split("/")[-1] elif isinstance(audio_file, tuple): # Tuple format: (filename, content, content_type) or (filename, content) if len(audio_file) >= 2: - filename = audio_file[0] or 'audio.wav' + filename = audio_file[0] or "audio.wav" content = audio_file[1] if isinstance(content, (bytes, bytearray)): file_content = bytes(content) elif isinstance(content, (str, os.PathLike)): # File path or PathLike - with open(str(content), 'rb') as f: + with open(str(content), "rb") as f: file_content = f.read() - elif hasattr(content, 'read'): + elif hasattr(content, "read"): # File-like object file_content = content.read() - if hasattr(content, 'seek'): + if hasattr(content, "seek"): content.seek(0) else: raise ValueError(f"Unsupported content type in tuple: {type(content)}") else: raise ValueError("Tuple must have at least 2 elements: (filename, content)") - elif hasattr(audio_file, 'read') and not isinstance(audio_file, (str, bytes, bytearray, tuple, os.PathLike)): + elif hasattr(audio_file, "read") and not isinstance( + audio_file, (str, bytes, bytearray, tuple, os.PathLike) + ): # File-like object (IO) - check this after all other types - filename = getattr(audio_file, 'name', 'audio.wav') + filename = getattr(audio_file, "name", "audio.wav") file_content = audio_file.read() # type: ignore # Reset file pointer if possible - if hasattr(audio_file, 'seek'): + if hasattr(audio_file, "seek"): audio_file.seek(0) # type: ignore else: raise ValueError(f"Unsupported audio_file type: {type(audio_file)}") @@ -90,20 +94,18 @@ def process_audio_file(audio_file: FileTypes) -> ProcessedAudioFile: raise ValueError("Could not extract file content from audio_file") # Determine content type using LiteLLM's file type utilities - content_type = 'audio/wav' # Default fallback + content_type = "audio/wav" # Default fallback if filename: try: # Extract extension from filename - extension = filename.split('.')[-1].lower() if '.' in filename else 'wav' + extension = filename.split(".")[-1].lower() if "." in filename else "wav" content_type = get_file_mime_type_from_extension(extension) except ValueError: # If extension is not recognized, fallback to audio/wav - content_type = 'audio/wav' - + content_type = "audio/wav" + return ProcessedAudioFile( - file_content=file_content, - filename=filename, - content_type=content_type + file_content=file_content, filename=filename, content_type=content_type ) @@ -134,3 +136,74 @@ def get_audio_file_for_health_check() -> FileTypes: pwd = os.path.dirname(os.path.realpath(__file__)) file_path = os.path.join(pwd, "audio_health_check.wav") return open(file_path, "rb") + + +def calculate_request_duration(file: FileTypes) -> Optional[float]: + """ + Calculate audio duration from file content. + + Args: + file: The audio file (can be file path, bytes, or file-like object) + + Returns: + Duration in seconds, or None if extraction fails or soundfile is not available + """ + try: + import soundfile as sf + except ImportError: + # soundfile not available, cannot extract duration + return None + + try: + import io + + # Handle different file input types + file_content: Optional[bytes] = None + + if isinstance(file, (bytes, bytearray)): + # Raw bytes + file_content = bytes(file) + elif isinstance(file, (str, os.PathLike)): + # File path + with open(str(file), "rb") as f: + file_content = f.read() + elif isinstance(file, tuple): + # Tuple format: (filename, content, optional content_type) + if len(file) >= 2: + content = file[1] + if isinstance(content, bytes): + file_content = content + elif hasattr(content, "read") and not isinstance( + content, (str, os.PathLike) + ): + # File-like object in tuple + current_pos = getattr(content, "tell", lambda: None)() + # Seek to start to ensure we read the entire content + if hasattr(content, "seek"): + content.seek(0) + file_content = content.read() + if current_pos is not None and hasattr(content, "seek"): + content.seek(current_pos) + elif hasattr(file, "read") and not isinstance(file, tuple): + # File-like object (including BytesIO) + current_position = file.tell() if hasattr(file, "tell") else None + # Seek to start to ensure we read the entire content + if hasattr(file, "seek"): + file.seek(0) + file_content = file.read() + # Reset file position if possible + if current_position is not None and hasattr(file, "seek"): + file.seek(current_position) + + if file_content is None or not isinstance(file_content, bytes): + return None + + # Extract duration using soundfile + file_object = io.BytesIO(file_content) + with sf.SoundFile(file_object) as audio: + duration = len(audio) / audio.samplerate + return duration + + except Exception: + # Silently fail if duration extraction fails + return None diff --git a/litellm/litellm_core_utils/llm_cost_calc/utils.py b/litellm/litellm_core_utils/llm_cost_calc/utils.py index d9dbc703d3..99f3853d21 100644 --- a/litellm/litellm_core_utils/llm_cost_calc/utils.py +++ b/litellm/litellm_core_utils/llm_cost_calc/utils.py @@ -1,7 +1,7 @@ # What is this? ## Helper utilities for cost_per_token() -from typing import Any, Literal, Optional, Tuple, TypedDict, cast +from typing import Literal, Optional, Tuple, TypedDict, cast import litellm from litellm._logging import verbose_logger @@ -118,21 +118,21 @@ def _generic_cost_per_character( def _get_service_tier_cost_key(base_key: str, service_tier: Optional[str]) -> str: """ Get the appropriate cost key based on service tier. - + Args: base_key: The base cost key (e.g., "input_cost_per_token") service_tier: The service tier ("flex", "priority", or None for standard) - + Returns: str: The cost key to use (e.g., "input_cost_per_token_flex" or "input_cost_per_token") """ if service_tier is None: return base_key - + # Only use service tier specific keys for "flex" and "priority" if service_tier.lower() in [ServiceTier.FLEX.value, ServiceTier.PRIORITY.value]: return f"{base_key}_{service_tier.lower()}" - + # For any other service tier, use standard pricing return base_key @@ -152,15 +152,15 @@ def _get_token_base_cost( # Get service tier aware cost keys input_cost_key = _get_service_tier_cost_key("input_cost_per_token", service_tier) output_cost_key = _get_service_tier_cost_key("output_cost_per_token", service_tier) - cache_creation_cost_key = _get_service_tier_cost_key("cache_creation_input_token_cost", service_tier) - cache_read_cost_key = _get_service_tier_cost_key("cache_read_input_token_cost", service_tier) - - prompt_base_cost = cast( - float, _get_cost_per_unit(model_info, input_cost_key) + cache_creation_cost_key = _get_service_tier_cost_key( + "cache_creation_input_token_cost", service_tier ) - completion_base_cost = cast( - float, _get_cost_per_unit(model_info, output_cost_key) + cache_read_cost_key = _get_service_tier_cost_key( + "cache_read_input_token_cost", service_tier ) + + prompt_base_cost = cast(float, _get_cost_per_unit(model_info, input_cost_key)) + completion_base_cost = cast(float, _get_cost_per_unit(model_info, output_cost_key)) cache_creation_cost = cast( float, _get_cost_per_unit(model_info, cache_creation_cost_key) ) @@ -168,9 +168,7 @@ def _get_token_base_cost( float, _get_cost_per_unit(model_info, "cache_creation_input_token_cost_above_1hr"), ) - cache_read_cost = cast( - float, _get_cost_per_unit(model_info, cache_read_cost_key) - ) + cache_read_cost = cast(float, _get_cost_per_unit(model_info, cache_read_cost_key)) ## CHECK IF ABOVE THRESHOLD threshold: Optional[float] = None @@ -278,7 +276,7 @@ def _get_cost_per_unit( verbose_logger.exception( f"litellm.litellm_core_utils.llm_cost_calc.utils.py::calculate_cost_per_component(): Exception occured - {cost_per_unit}\nDefaulting to 0.0" ) - + # If the service tier key doesn't exist or is None, try to fall back to the standard key if cost_per_unit is None: # Check if any service tier suffix exists in the cost key using ServiceTier enum @@ -286,7 +284,7 @@ def _get_cost_per_unit( suffix = f"_{service_tier.value}" if suffix in cost_key: # Extract the base key by removing the matched suffix - base_key = cost_key.replace(suffix, '') + base_key = cost_key.replace(suffix, "") fallback_cost = model_info.get(base_key) if isinstance(fallback_cost, float): return fallback_cost @@ -300,7 +298,7 @@ def _get_cost_per_unit( f"litellm.litellm_core_utils.llm_cost_calc.utils.py::_get_cost_per_unit(): Exception occured - {fallback_cost}\nDefaulting to 0.0" ) break # Only try the first matching suffix - + return default_value @@ -495,7 +493,10 @@ def _calculate_input_cost( def generic_cost_per_token( - model: str, usage: Usage, custom_llm_provider: str, service_tier: Optional[str] = None + model: str, + usage: Usage, + custom_llm_provider: str, + service_tier: Optional[str] = None, ) -> Tuple[float, float]: """ Calculates the cost per token for a given model, prompt tokens, and completion tokens. @@ -547,7 +548,9 @@ def generic_cost_per_token( cache_creation_cost, cache_creation_cost_above_1hr, cache_read_cost, - ) = _get_token_base_cost(model_info=model_info, usage=usage, service_tier=service_tier) + ) = _get_token_base_cost( + model_info=model_info, usage=usage, service_tier=service_tier + ) prompt_cost = _calculate_input_cost( prompt_tokens_details=prompt_tokens_details, @@ -631,7 +634,7 @@ class CostCalculatorUtils: @staticmethod def route_image_generation_cost_calculator( model: str, - completion_response: Any, + completion_response: ImageResponse, custom_llm_provider: Optional[str] = None, quality: Optional[str] = None, n: Optional[int] = None, @@ -658,6 +661,13 @@ class CostCalculatorUtils: cost_calculator as vertex_ai_image_cost_calculator, ) + if size is None: + size = completion_response.size or "1024-x-1024" + if quality is None: + quality = completion_response.quality or "standard" + if n is None: + n = len(completion_response.data) if completion_response.data else 0 + if custom_llm_provider == litellm.LlmProviders.VERTEX_AI.value: if isinstance(completion_response, ImageResponse): return vertex_ai_image_cost_calculator( diff --git a/litellm/llms/azure/azure.py b/litellm/llms/azure/azure.py index 488aed4e03..e7aa93ac88 100644 --- a/litellm/llms/azure/azure.py +++ b/litellm/llms/azure/azure.py @@ -36,6 +36,7 @@ from .common_utils import ( process_azure_headers, select_azure_base_url_or_endpoint, ) +from .image_generation import get_azure_image_generation_config class AzureOpenAIAssistantsAPIConfig: @@ -1011,7 +1012,7 @@ class AzureChatCompletion(BaseAzureLLM, BaseLLM): async def aimage_generation( self, data: dict, - model_response: ModelResponse, + model_response: Optional[ImageResponse], azure_client_params: dict, api_key: str, input: list, @@ -1020,6 +1021,7 @@ class AzureChatCompletion(BaseAzureLLM, BaseLLM): client=None, timeout=None, ) -> litellm.ImageResponse: + response: Optional[dict] = None try: # response = await azure_client.images.generate(**data, timeout=timeout) @@ -1052,21 +1054,38 @@ class AzureChatCompletion(BaseAzureLLM, BaseLLM): data=data, headers=headers, ) - response = httpx_response.json() - stringified_response = response - ## LOGGING - logging_obj.post_call( - input=input, - api_key=api_key, - additional_args={"complete_input_dict": data}, - original_response=stringified_response, - ) - return convert_to_model_response_object( # type: ignore - response_object=stringified_response, - model_response_object=model_response, - response_type="image_generation", + provider_config = get_azure_image_generation_config( + data.get("model", "dall-e-2") ) + if provider_config is not None: + return provider_config.transform_image_generation_response( + model=data.get("model", "dall-e-2"), + raw_response=httpx_response, + model_response=model_response or ImageResponse(), + logging_obj=logging_obj, + request_data=data, + optional_params=data, + litellm_params=data, + encoding=litellm.encoding, + ) + + else: + response = httpx_response.json() + + stringified_response = response + ## LOGGING + logging_obj.post_call( + input=input, + api_key=api_key, + additional_args={"complete_input_dict": data}, + original_response=stringified_response, + ) + return convert_to_model_response_object( # type: ignore + response_object=stringified_response, + model_response_object=model_response, + response_type="image_generation", + ) except Exception as e: ## LOGGING logging_obj.post_call( @@ -1124,9 +1143,7 @@ class AzureChatCompletion(BaseAzureLLM, BaseLLM): if api_key is None and azure_ad_token_provider is not None: azure_ad_token = azure_ad_token_provider() if azure_ad_token: - headers.pop( - "api-key", None - ) + headers.pop("api-key", None) headers["Authorization"] = f"Bearer {azure_ad_token}" # init AzureOpenAI Client diff --git a/litellm/llms/openai/image_generation/dall_e_2_transformation.py b/litellm/llms/openai/image_generation/dall_e_2_transformation.py index 8e306a8337..22c2349a83 100644 --- a/litellm/llms/openai/image_generation/dall_e_2_transformation.py +++ b/litellm/llms/openai/image_generation/dall_e_2_transformation.py @@ -1,9 +1,16 @@ -from typing import List +from typing import TYPE_CHECKING, Any, List, Optional + +import httpx from litellm.llms.base_llm.image_generation.transformation import ( BaseImageGenerationConfig, ) from litellm.types.llms.openai import OpenAIImageGenerationOptionalParams +from litellm.types.utils import ImageResponse +from litellm.utils import convert_to_model_response_object + +if TYPE_CHECKING: + from litellm.litellm_core_utils.logging import Logging as LiteLLMLoggingObj class DallE2ImageGenerationConfig(BaseImageGenerationConfig): @@ -36,3 +43,45 @@ class DallE2ImageGenerationConfig(BaseImageGenerationConfig): ) return optional_params + + def transform_image_generation_response( + self, + model: str, + raw_response: httpx.Response, + model_response: ImageResponse, + logging_obj: "LiteLLMLoggingObj", + request_data: dict, + optional_params: dict, + litellm_params: dict, + encoding: Any, + api_key: Optional[str] = None, + json_mode: Optional[bool] = None, + ) -> ImageResponse: + response = raw_response.json() + + stringified_response = response + ## LOGGING + logging_obj.post_call( + input=request_data.get("prompt", ""), + api_key=api_key, + additional_args={"complete_input_dict": request_data}, + original_response=stringified_response, + ) + image_response: ImageResponse = convert_to_model_response_object( # type: ignore + response_object=stringified_response, + model_response_object=model_response, + response_type="image_generation", + ) + + # set optional params + image_response.size = optional_params.get( + "size", "1024x1024" + ) # default is always 1024x1024 + image_response.quality = optional_params.get( + "quality", "standard" + ) # always standard for dall-e-2 + image_response.output_format = optional_params.get( + "output_format", "png" + ) # always png for dall-e-2 + + return image_response diff --git a/litellm/llms/openai/image_generation/dall_e_3_transformation.py b/litellm/llms/openai/image_generation/dall_e_3_transformation.py index c4b0b66e11..9e2bdabc3a 100644 --- a/litellm/llms/openai/image_generation/dall_e_3_transformation.py +++ b/litellm/llms/openai/image_generation/dall_e_3_transformation.py @@ -1,9 +1,16 @@ -from typing import List +from typing import TYPE_CHECKING, Any, List, Optional + +import httpx from litellm.llms.base_llm.image_generation.transformation import ( BaseImageGenerationConfig, ) from litellm.types.llms.openai import OpenAIImageGenerationOptionalParams +from litellm.types.utils import ImageResponse +from litellm.utils import convert_to_model_response_object + +if TYPE_CHECKING: + from litellm.litellm_core_utils.logging import Logging as LiteLLMLoggingObj class DallE3ImageGenerationConfig(BaseImageGenerationConfig): @@ -36,3 +43,45 @@ class DallE3ImageGenerationConfig(BaseImageGenerationConfig): ) return optional_params + + def transform_image_generation_response( + self, + model: str, + raw_response: httpx.Response, + model_response: ImageResponse, + logging_obj: "LiteLLMLoggingObj", + request_data: dict, + optional_params: dict, + litellm_params: dict, + encoding: Any, + api_key: Optional[str] = None, + json_mode: Optional[bool] = None, + ) -> ImageResponse: + response = raw_response.json() + + stringified_response = response + ## LOGGING + logging_obj.post_call( + input=request_data.get("prompt", ""), + api_key=api_key, + additional_args={"complete_input_dict": request_data}, + original_response=stringified_response, + ) + image_response: ImageResponse = convert_to_model_response_object( # type: ignore + response_object=stringified_response, + model_response_object=model_response, + response_type="image_generation", + ) + + # set optional params + image_response.size = optional_params.get( + "size", "1024x1024" + ) # default is always 1024x1024 + image_response.quality = optional_params.get( + "quality", "hd" + ) # always hd for dall-e-3 + image_response.output_format = optional_params.get( + "output_format", "png" + ) # always png for dall-e-3 + + return image_response diff --git a/litellm/llms/openai/image_generation/gpt_transformation.py b/litellm/llms/openai/image_generation/gpt_transformation.py index 1cee13784e..c106d7f17b 100644 --- a/litellm/llms/openai/image_generation/gpt_transformation.py +++ b/litellm/llms/openai/image_generation/gpt_transformation.py @@ -1,9 +1,16 @@ -from typing import List +from typing import TYPE_CHECKING, Any, List, Optional + +import httpx from litellm.llms.base_llm.image_generation.transformation import ( BaseImageGenerationConfig, ) from litellm.types.llms.openai import OpenAIImageGenerationOptionalParams +from litellm.types.utils import ImageResponse +from litellm.utils import convert_to_model_response_object + +if TYPE_CHECKING: + from litellm.litellm_core_utils.logging import Logging as LiteLLMLoggingObj class GPTImageGenerationConfig(BaseImageGenerationConfig): @@ -45,3 +52,45 @@ class GPTImageGenerationConfig(BaseImageGenerationConfig): ) return optional_params + + def transform_image_generation_response( + self, + model: str, + raw_response: httpx.Response, + model_response: ImageResponse, + logging_obj: "LiteLLMLoggingObj", + request_data: dict, + optional_params: dict, + litellm_params: dict, + encoding: Any, + api_key: Optional[str] = None, + json_mode: Optional[bool] = None, + ) -> ImageResponse: + response = raw_response.json() + + stringified_response = response + ## LOGGING + logging_obj.post_call( + input=request_data.get("prompt", ""), + api_key=api_key, + additional_args={"complete_input_dict": request_data}, + original_response=stringified_response, + ) + image_response: ImageResponse = convert_to_model_response_object( # type: ignore + response_object=stringified_response, + model_response_object=model_response, + response_type="image_generation", + ) + + # set optional params + image_response.size = optional_params.get( + "size", "1024x1024" + ) # default is always 1024x1024 + image_response.quality = optional_params.get( + "quality", "high" + ) # always hd for dall-e-3 + image_response.output_format = optional_params.get( + "response_format", "png" + ) # always png for dall-e-3 + + return image_response diff --git a/litellm/main.py b/litellm/main.py index b7af4e8d39..6d80903c1e 100644 --- a/litellm/main.py +++ b/litellm/main.py @@ -65,7 +65,10 @@ from litellm.constants import ( ) from litellm.exceptions import LiteLLMUnknownProvider from litellm.integrations.custom_logger import CustomLogger -from litellm.litellm_core_utils.audio_utils.utils import get_audio_file_for_health_check +from litellm.litellm_core_utils.audio_utils.utils import ( + calculate_request_duration, + get_audio_file_for_health_check, +) from litellm.litellm_core_utils.dd_tracing import tracer from litellm.litellm_core_utils.get_provider_specific_headers import ( ProviderSpecificHeaderUtils, @@ -5406,6 +5409,7 @@ async def atranscription(*args, **kwargs) -> TranscriptionResponse: model = args[0] if len(args) > 0 else kwargs["model"] ### PASS ARGS TO Image Generation ### kwargs["atranscription"] = True + file = kwargs.get("file", None) custom_llm_provider = None try: # Use a partial function to pass your keyword arguments @@ -5434,6 +5438,20 @@ async def atranscription(*args, **kwargs) -> TranscriptionResponse: raise ValueError( f"Invalid response from transcription provider, expected TranscriptionResponse, but got {type(response)}" ) + + # Calculate and add duration if response is missing it + if ( + response is not None + and not isinstance(response, Coroutine) + and file is not None + ): + # Check if response is missing duration + existing_duration = getattr(response, "duration", None) + if existing_duration is None: + calculated_duration = calculate_request_duration(file) + if calculated_duration is not None: + setattr(response, "duration", calculated_duration) + return response except Exception as e: custom_llm_provider = custom_llm_provider or "openai" @@ -5644,6 +5662,16 @@ def transcription( headers={}, provider_config=provider_config, ) + + # Calculate and add duration if response is missing it + if response is not None and not isinstance(response, Coroutine): + # Check if response is missing duration + existing_duration = getattr(response, "duration", None) + if existing_duration is None: + calculated_duration = calculate_request_duration(file) + if calculated_duration is not None: + setattr(response, "duration", calculated_duration) + if response is None: raise ValueError("Unmapped provider passed in. Unable to get the response.") return response diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index 3ab7eface5..ccc4db23ac 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -270,9 +270,7 @@ from litellm.proxy.management_endpoints.customer_endpoints import ( from litellm.proxy.management_endpoints.internal_user_endpoints import ( router as internal_user_router, ) -from litellm.proxy.management_endpoints.internal_user_endpoints import ( - user_update, -) +from litellm.proxy.management_endpoints.internal_user_endpoints import user_update from litellm.proxy.management_endpoints.key_management_endpoints import ( delete_verification_tokens, duration_in_seconds, @@ -323,9 +321,7 @@ from litellm.proxy.ocr_endpoints.endpoints import router as ocr_router from litellm.proxy.openai_files_endpoints.files_endpoints import ( router as openai_files_router, ) -from litellm.proxy.openai_files_endpoints.files_endpoints import ( - set_files_config, -) +from litellm.proxy.openai_files_endpoints.files_endpoints import set_files_config from litellm.proxy.pass_through_endpoints.llm_passthrough_endpoints import ( passthrough_endpoint_router, ) @@ -412,9 +408,7 @@ from litellm.types.proxy.management_endpoints.ui_sso import ( LiteLLM_UpperboundKeyGenerateParams, ) from litellm.types.realtime import RealtimeQueryParams -from litellm.types.router import ( - DeploymentTypedDict, -) +from litellm.types.router import DeploymentTypedDict from litellm.types.router import ModelInfo as RouterModelInfo from litellm.types.router import ( RouterGeneralSettings, @@ -5081,7 +5075,9 @@ async def embeddings( # noqa: PLR0915 ### CALL HOOKS ### - modify incoming data / reject request before calling the model data = await proxy_logging_obj.pre_call_hook( - user_api_key_dict=user_api_key_dict, data=data, call_type="aembedding" + user_api_key_dict=user_api_key_dict, + data=data, + call_type=CallTypes.embedding.value, ) tasks = [] @@ -5494,7 +5490,7 @@ async def audio_transcriptions( data = await proxy_logging_obj.pre_call_hook( user_api_key_dict=user_api_key_dict, data=data, - call_type="audio_transcription", + call_type="transcription", ) ## ROUTE TO CORRECT ENDPOINT ## diff --git a/litellm/proxy/utils.py b/litellm/proxy/utils.py index d5a47ca30c..015540caaf 100644 --- a/litellm/proxy/utils.py +++ b/litellm/proxy/utils.py @@ -33,7 +33,7 @@ from litellm.proxy._types import ( SpendLogsPayload, ) from litellm.types.guardrails import GuardrailEventHooks -from litellm.types.utils import CallTypes +from litellm.types.utils import CallTypes, CallTypesLiteral try: import backoff @@ -796,19 +796,7 @@ class ProxyLogging: callback: CustomGuardrail, data: dict, user_api_key_dict: Optional[UserAPIKeyAuth], - call_type: Literal[ - "completion", - "text_completion", - "embeddings", - "aembedding", - "image_generation", - "moderation", - "audio_transcription", - "pass_through_endpoint", - "rerank", - "mcp_call", - "anthropic_messages", - ], + call_type: CallTypesLiteral, ) -> Optional[dict]: """ Process a guardrail callback during pre-call hook. @@ -866,19 +854,7 @@ class ProxyLogging: self, user_api_key_dict: UserAPIKeyAuth, data: None, - call_type: Literal[ - "completion", - "text_completion", - "embeddings", - "aembedding", - "image_generation", - "moderation", - "audio_transcription", - "pass_through_endpoint", - "rerank", - "mcp_call", - "anthropic_messages", - ], + call_type: CallTypesLiteral, ) -> None: pass @@ -887,19 +863,7 @@ class ProxyLogging: self, user_api_key_dict: UserAPIKeyAuth, data: dict, - call_type: Literal[ - "completion", - "text_completion", - "embeddings", - "aembedding", - "image_generation", - "moderation", - "audio_transcription", - "pass_through_endpoint", - "rerank", - "mcp_call", - "anthropic_messages", - ], + call_type: CallTypesLiteral, ) -> dict: pass @@ -907,19 +871,7 @@ class ProxyLogging: self, user_api_key_dict: UserAPIKeyAuth, data: Optional[dict], - call_type: Literal[ - "completion", - "text_completion", - "embeddings", - "aembedding", - "image_generation", - "moderation", - "audio_transcription", - "pass_through_endpoint", - "rerank", - "mcp_call", - "anthropic_messages", - ], + call_type: CallTypesLiteral, ) -> Optional[dict]: """ Allows users to modify/reject the incoming request to the proxy, without having to deal with parsing Request body. @@ -1046,16 +998,7 @@ class ProxyLogging: self, data: dict, user_api_key_dict: Optional[UserAPIKeyAuth], - call_type: Literal[ - "completion", - "responses", - "embeddings", - "aembedding", - "image_generation", - "moderation", - "audio_transcription", - "mcp_call", - ], + call_type: CallTypesLiteral, ): """ Runs the CustomGuardrail's async_moderation_hook() in parallel diff --git a/litellm/types/utils.py b/litellm/types/utils.py index 396db3addb..b40b893ffc 100644 --- a/litellm/types/utils.py +++ b/litellm/types/utils.py @@ -1,16 +1,7 @@ import json import time from enum import Enum -from typing import ( - TYPE_CHECKING, - Any, - Dict, - List, - Literal, - Mapping, - Optional, - Union, -) +from typing import TYPE_CHECKING, Any, Dict, List, Literal, Mapping, Optional, Union from aiohttp import FormData from openai._models import BaseModel as OpenAIObject @@ -299,7 +290,7 @@ class CallTypes(str, Enum): avideo_retrieve_job = "avideo_retrieve_job" video_delete = "video_delete" avideo_delete = "avideo_delete" - + ######################################################### # Container Call Types ######################################################### @@ -311,7 +302,7 @@ class CallTypes(str, Enum): aretrieve_container = "aretrieve_container" delete_container = "delete_container" adelete_container = "adelete_container" - + acancel_fine_tuning_job = "acancel_fine_tuning_job" cancel_fine_tuning_job = "cancel_fine_tuning_job" alist_fine_tuning_jobs = "alist_fine_tuning_jobs" @@ -374,6 +365,7 @@ CallTypesLiteral = Literal[ "aocr", "avector_store_search", "vector_store_search", + "call_mcp_tool", ] @@ -1775,6 +1767,10 @@ class ImageResponse(OpenAIImageResponse, BaseLiteLLMOpenAIResponseObject): total_tokens=0, ) super().__init__(created=created, data=_data, usage=_usage) # type: ignore + + self.quality = kwargs.get("quality", None) + self.output_format = kwargs.get("output_format", None) + self.size = kwargs.get("size", None) self._hidden_params = hidden_params or {} def __contains__(self, key): diff --git a/poetry.lock b/poetry.lock index 1b7a282128..d71712dd9f 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.0 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "aiohappyeyeballs" @@ -6,7 +6,6 @@ version = "2.4.4" description = "Happy Eyeballs for asyncio" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "aiohappyeyeballs-2.4.4-py3-none-any.whl", hash = "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8"}, {file = "aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745"}, @@ -18,7 +17,6 @@ version = "3.10.11" description = "Async http client/server framework (asyncio)" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "aiohttp-3.10.11-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5077b1a5f40ffa3ba1f40d537d3bec4383988ee51fbba6b74aa8fb1bc466599e"}, {file = "aiohttp-3.10.11-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:8d6a14a4d93b5b3c2891fca94fa9d41b2322a68194422bef0dd5ec1e57d7d298"}, @@ -123,7 +121,7 @@ multidict = ">=4.5,<7.0" yarl = ">=1.12.0,<2.0" [package.extras] -speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.2.0) ; sys_platform == \"linux\" or sys_platform == \"darwin\"", "brotlicffi ; platform_python_implementation != \"CPython\""] +speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"] [[package]] name = "aiosignal" @@ -131,7 +129,6 @@ version = "1.3.1" description = "aiosignal: a list of registered asynchronous callbacks" optional = false python-versions = ">=3.7" -groups = ["main"] files = [ {file = "aiosignal-1.3.1-py3-none-any.whl", hash = "sha256:f8376fb07dd1e86a584e4fcdec80b36b7f81aac666ebc724e2c090300dd83b17"}, {file = "aiosignal-1.3.1.tar.gz", hash = "sha256:54cd96e15e1649b75d6c87526a6ff0b6c1b0dd3459f43d9ca11d48c339b68cfc"}, @@ -146,8 +143,6 @@ version = "0.7.13" description = "A configurable sidebar-enabled Sphinx theme" optional = true python-versions = ">=3.6" -groups = ["main"] -markers = "extra == \"utils\"" files = [ {file = "alabaster-0.7.13-py3-none-any.whl", hash = "sha256:1ee19aca801bbabb5ba3f5f258e4422dfa86f82f3e9cefb0859b283cdd7f62a3"}, {file = "alabaster-0.7.13.tar.gz", hash = "sha256:a27a4a084d5e690e16e01e03ad2b2e552c61a65469419b907243193de1a84ae2"}, @@ -159,8 +154,6 @@ version = "1.17.1" description = "A database migration tool for SQLAlchemy." optional = true python-versions = ">=3.10" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"mlflow\"" files = [ {file = "alembic-1.17.1-py3-none-any.whl", hash = "sha256:cbc2386e60f89608bb63f30d2d6cc66c7aaed1fe105bd862828600e5ad167023"}, {file = "alembic-1.17.1.tar.gz", hash = "sha256:8a289f6778262df31571d29cca4c7fbacd2f0f582ea0816f4c399b6da7528486"}, @@ -181,12 +174,10 @@ version = "0.0.3" description = "Document parameters, class attributes, return types, and variables inline, with Annotated." optional = false python-versions = ">=3.8" -groups = ["main", "dev"] files = [ {file = "annotated_doc-0.0.3-py3-none-any.whl", hash = "sha256:348ec6664a76f1fd3be81f43dffbee4c7e8ce931ba71ec67cc7f4ade7fbbb580"}, {file = "annotated_doc-0.0.3.tar.gz", hash = "sha256:e18370014c70187422c33e945053ff4c286f453a984eba84d0dbfa0c935adeda"}, ] -markers = {main = "python_version >= \"3.10\" and (extra == \"mlflow\" or extra == \"proxy\") or extra == \"proxy\""} [[package]] name = "annotated-types" @@ -194,7 +185,6 @@ version = "0.7.0" description = "Reusable constraint types to use with typing.Annotated" optional = false python-versions = ">=3.8" -groups = ["main", "dev", "proxy-dev"] files = [ {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"}, {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"}, @@ -209,7 +199,6 @@ version = "4.5.2" description = "High level compatibility layer for multiple asynchronous event loop implementations" optional = false python-versions = ">=3.8" -groups = ["main", "dev", "proxy-dev"] files = [ {file = "anyio-4.5.2-py3-none-any.whl", hash = "sha256:c011ee36bc1e8ba40e5a81cb9df91925c218fe9b778554e0b56a21e1b5d4716f"}, {file = "anyio-4.5.2.tar.gz", hash = "sha256:23009af4ed04ce05991845451e11ef02fc7c5ed29179ac9a420e5ad0ac7ddc5b"}, @@ -223,7 +212,7 @@ typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""} [package.extras] doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"] -test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21.0b1) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\""] +test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21.0b1)"] trio = ["trio (>=0.26.1)"] [[package]] @@ -232,8 +221,6 @@ version = "3.11.1" description = "In-process task scheduler with Cron-like capabilities" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"proxy\"" files = [ {file = "apscheduler-3.11.1-py3-none-any.whl", hash = "sha256:6162cb5683cb09923654fa9bdd3130c4be4bfda6ad8990971c9597ecd52965d2"}, {file = "apscheduler-3.11.1.tar.gz", hash = "sha256:0db77af6400c84d1747fe98a04b8b58f0080c77d11d338c4f507a9752880f221"}, @@ -251,7 +238,7 @@ mongodb = ["pymongo (>=3.0)"] redis = ["redis (>=3.0)"] rethinkdb = ["rethinkdb (>=2.4.0)"] sqlalchemy = ["sqlalchemy (>=1.4)"] -test = ["APScheduler[etcd,mongodb,redis,rethinkdb,sqlalchemy,tornado,zookeeper]", "PySide6 ; platform_python_implementation == \"CPython\" and python_version < \"3.14\"", "anyio (>=4.5.2)", "gevent ; python_version < \"3.14\"", "pytest", "pytz", "twisted ; python_version < \"3.14\""] +test = ["APScheduler[etcd,mongodb,redis,rethinkdb,sqlalchemy,tornado,zookeeper]", "PySide6", "anyio (>=4.5.2)", "gevent", "pytest", "pytz", "twisted"] tornado = ["tornado (>=4.3)"] twisted = ["twisted"] zookeeper = ["kazoo"] @@ -260,10 +247,8 @@ zookeeper = ["kazoo"] name = "async-timeout" version = "5.0.1" description = "Timeout context manager for asyncio programs" -optional = true +optional = false python-versions = ">=3.8" -groups = ["main"] -markers = "python_full_version < \"3.11.3\" and (extra == \"extra-proxy\" or extra == \"proxy\") or python_version <= \"3.10\"" files = [ {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"}, {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"}, @@ -275,19 +260,18 @@ version = "25.3.0" description = "Classes Without Boilerplate" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"}, {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"}, ] [package.extras] -benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"] -cov = ["cloudpickle ; platform_python_implementation == \"CPython\"", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"] -dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"] +benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"] -tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"] -tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""] +tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"] [[package]] name = "azure-core" @@ -295,7 +279,6 @@ version = "1.33.0" description = "Microsoft Azure Core Library for Python" optional = false python-versions = ">=3.8" -groups = ["main", "proxy-dev"] files = [ {file = "azure_core-1.33.0-py3-none-any.whl", hash = "sha256:9b5b6d0223a1d38c37500e6971118c1e0f13f54951e6893968b38910bc9cda8f"}, {file = "azure_core-1.33.0.tar.gz", hash = "sha256:f367aa07b5e3005fec2c1e184b882b0b039910733907d001c20fb08ebb8c0eb9"}, @@ -316,7 +299,6 @@ version = "1.21.0" description = "Microsoft Azure Identity Library for Python" optional = false python-versions = ">=3.8" -groups = ["main", "proxy-dev"] files = [ {file = "azure_identity-1.21.0-py3-none-any.whl", hash = "sha256:258ea6325537352440f71b35c3dffe9d240eae4a5126c1b7ce5efd5766bd9fd9"}, {file = "azure_identity-1.21.0.tar.gz", hash = "sha256:ea22ce6e6b0f429bc1b8d9212d5b9f9877bd4c82f1724bfa910760612c07a9a6"}, @@ -335,8 +317,6 @@ version = "4.9.0" description = "Microsoft Azure Key Vault Secrets Client Library for Python" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"extra-proxy\"" files = [ {file = "azure_keyvault_secrets-4.9.0-py3-none-any.whl", hash = "sha256:33c7e2aca2cc2092cebc8c6e96eca36a5cc30c767e16ea429c5fa21270e9fba6"}, {file = "azure_keyvault_secrets-4.9.0.tar.gz", hash = "sha256:2a03bb2ffd9a0d6c8ad1c330d9d0310113985a9de06607ece378fd72a5889fe1"}, @@ -353,8 +333,6 @@ version = "12.26.0" description = "Microsoft Azure Blob Storage Client Library for Python" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"proxy\"" files = [ {file = "azure_storage_blob-12.26.0-py3-none-any.whl", hash = "sha256:8c5631b8b22b4f53ec5fff2f3bededf34cfef111e2af613ad42c9e6de00a77fe"}, {file = "azure_storage_blob-12.26.0.tar.gz", hash = "sha256:5dd7d7824224f7de00bfeb032753601c982655173061e242f13be6e26d78d71f"}, @@ -375,8 +353,6 @@ version = "2.17.0" description = "Internationalization utilities" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"utils\"" files = [ {file = "babel-2.17.0-py3-none-any.whl", hash = "sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2"}, {file = "babel-2.17.0.tar.gz", hash = "sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d"}, @@ -386,7 +362,7 @@ files = [ pytz = {version = ">=2015.7", markers = "python_version < \"3.9\""} [package.extras] -dev = ["backports.zoneinfo ; python_version < \"3.9\"", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata ; sys_platform == \"win32\""] +dev = ["backports.zoneinfo", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata"] [[package]] name = "backoff" @@ -394,12 +370,10 @@ version = "2.2.1" description = "Function decoration for backoff and retry" optional = false python-versions = ">=3.7,<4.0" -groups = ["main", "dev"] files = [ {file = "backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8"}, {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"}, ] -markers = {main = "python_version >= \"3.9\" and (extra == \"semantic-router\" or extra == \"proxy\") or extra == \"proxy\""} [[package]] name = "backports-zoneinfo" @@ -407,8 +381,6 @@ version = "0.2.1" description = "Backport of the standard library zoneinfo module" optional = true python-versions = ">=3.6" -groups = ["main"] -markers = "extra == \"proxy\" and python_version < \"3.9\"" files = [ {file = "backports.zoneinfo-0.2.1-cp36-cp36m-macosx_10_14_x86_64.whl", hash = "sha256:da6013fd84a690242c310d77ddb8441a559e9cb3d3d59ebac9aca1a57b2e18bc"}, {file = "backports.zoneinfo-0.2.1-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:89a48c0d158a3cc3f654da4c2de1ceba85263fafb861b98b59040a5086259722"}, @@ -437,7 +409,6 @@ version = "23.12.1" description = "The uncompromising code formatter." optional = false python-versions = ">=3.8" -groups = ["main", "dev"] files = [ {file = "black-23.12.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e0aaf6041986767a5e0ce663c7a2f0e9eaf21e6ff87a5f95cbf3675bfd4c41d2"}, {file = "black-23.12.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c88b3711d12905b74206227109272673edce0cb29f27e1385f33b0163c414bba"}, @@ -474,7 +445,7 @@ typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""} [package.extras] colorama = ["colorama (>=0.4.3)"] -d = ["aiohttp (>=3.7.4) ; sys_platform != \"win32\" or implementation_name != \"pypy\"", "aiohttp (>=3.7.4,!=3.9.0) ; sys_platform == \"win32\" and implementation_name == \"pypy\""] +d = ["aiohttp (>=3.7.4)", "aiohttp (>=3.7.4,!=3.9.0)"] jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"] uvloop = ["uvloop (>=0.15.2)"] @@ -484,8 +455,6 @@ version = "1.9.0" description = "Fast, simple object-to-object and broadcast signaling" optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"mlflow\"" files = [ {file = "blinker-1.9.0-py3-none-any.whl", hash = "sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc"}, {file = "blinker-1.9.0.tar.gz", hash = "sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf"}, @@ -497,8 +466,6 @@ version = "1.36.0" description = "The AWS SDK for Python" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"proxy\"" files = [ {file = "boto3-1.36.0-py3-none-any.whl", hash = "sha256:d0ca7a58ce25701a52232cc8df9d87854824f1f2964b929305722ebc7959d5a9"}, {file = "boto3-1.36.0.tar.gz", hash = "sha256:159898f51c2997a12541c0e02d6e5a8fe2993ddb307b9478fd9a339f98b57e00"}, @@ -518,8 +485,6 @@ version = "1.36.26" description = "Low-level, data-driven core of boto 3." optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"proxy\"" files = [ {file = "botocore-1.36.26-py3-none-any.whl", hash = "sha256:4e3f19913887a58502e71ef8d696fe7eaa54de7813ff73390cd5883f837dfa6e"}, {file = "botocore-1.36.26.tar.gz", hash = "sha256:4a63bcef7ecf6146fd3a61dc4f9b33b7473b49bdaf1770e9aaca6eee0c9eab62"}, @@ -529,8 +494,8 @@ files = [ jmespath = ">=0.7.1,<2.0.0" python-dateutil = ">=2.1,<3.0.0" urllib3 = [ - {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}, {version = ">=1.25.4,<1.27", markers = "python_version < \"3.10\""}, + {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}, ] [package.extras] @@ -542,8 +507,6 @@ version = "5.5.2" description = "Extensible memoizing collections and decorators" optional = true python-versions = ">=3.7" -groups = ["main"] -markers = "python_version >= \"3.10\" and (extra == \"mlflow\" or extra == \"extra-proxy\") or extra == \"extra-proxy\"" files = [ {file = "cachetools-5.5.2-py3-none-any.whl", hash = "sha256:d26a22bcc62eb95c3beabd9f1ee5e820d3d2704fe2967cbe350e20c8ffcd3f0a"}, {file = "cachetools-5.5.2.tar.gz", hash = "sha256:1a661caa9175d26759571b2e19580f9d6393969e5dfca11fdb1f947a23e640d4"}, @@ -555,7 +518,6 @@ version = "2025.10.5" description = "Python package for providing Mozilla's CA Bundle." optional = false 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"platform_system == \"Windows\""} [[package]] name = "cloudpickle" -version = "3.1.1" +version = "3.1.2" description = "Pickler class to extend the standard pickle.Pickler functionality" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"mlflow\"" files = [ - {file = "cloudpickle-3.1.1-py3-none-any.whl", hash = "sha256:c8c5a44295039331ee9dad40ba100a9c7297b6f988e50e87ccdf3765a668350e"}, - {file = "cloudpickle-3.1.1.tar.gz", hash = "sha256:b216fa8ae4019d5482a8ac3c95d8f6346115d8835911fd4aefd1a445e4242c64"}, + {file = "cloudpickle-3.1.2-py3-none-any.whl", hash = "sha256:9acb47f6afd73f60dc1df93bb801b472f05ff42fa6c84167d25cb206be1fbf4a"}, + {file = "cloudpickle-3.1.2.tar.gz", hash = "sha256:7fda9eb655c9c230dab534f1983763de5835249750e85fbcef43aaa30a9a2414"}, ] [[package]] @@ -897,8 +755,6 @@ version = "4.57" description = "Python SDK for the Cohere API" optional = true python-versions = ">=3.8,<4.0" -groups = ["main"] -markers = "python_version >= \"3.9\" and extra == \"semantic-router\"" files = [ {file = "cohere-4.57-py3-none-any.whl", hash = "sha256:479bdea81ae119e53f671f1ae808fcff9df88211780525d7ef2f7b99dfb32e59"}, {file = "cohere-4.57.tar.gz", hash = "sha256:71ace0204a92d1a2a8d4b949b88b353b4f22fc645486851924284cc5a0eb700d"}, @@ -918,12 +774,10 @@ version = "0.4.6" description = "Cross-platform colored terminal text." optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" -groups = ["main", "dev", "proxy-dev"] files = [ {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"}, {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"}, ] -markers = {main = "platform_system == \"Windows\" or sys_platform == \"win32\" and (extra == \"utils\" or extra == \"semantic-router\") and python_version >= \"3.9\" or sys_platform == \"win32\" and extra == \"utils\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\"", proxy-dev = "platform_system == \"Windows\""} [[package]] name = "coloredlogs" @@ -931,8 +785,6 @@ version = "15.0.1" description = "Colored terminal output for Python's logging module" optional = true python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" -groups = ["main"] -markers = "python_version >= \"3.9\" and extra == \"extra-proxy\" and python_version < \"3.14\"" files = [ {file = "coloredlogs-15.0.1-py2.py3-none-any.whl", hash = "sha256:612ee75c546f53e92e70049c9dbfcc18c935a2b9a53b66085ce9ef6a6e5c0934"}, {file = "coloredlogs-15.0.1.tar.gz", hash = "sha256:7c991aa71a4577af2f82600d8f8f3a89f936baeaf9b50a9c197da014e5bf16b0"}, @@ -950,8 +802,6 @@ version = "6.10.1" description = "Add colours to the output of Python's logging module." optional = true python-versions = ">=3.6" -groups = ["main"] -markers = "python_version >= \"3.9\" and extra == \"semantic-router\"" files = [ {file = "colorlog-6.10.1-py3-none-any.whl", hash = "sha256:2d7e8348291948af66122cff006c9f8da6255d224e7cf8e37d8de2df3bad8c9c"}, {file = "colorlog-6.10.1.tar.gz", hash = "sha256:eb4ae5cb65fe7fec7773c2306061a8e63e02efc2c72eba9d27b0fa23c94f1321"}, @@ -969,8 +819,6 @@ version = "1.3.2" description = "Python library for calculating contours of 2D quadrilateral grids" optional = true python-versions = ">=3.10" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"mlflow\"" files = [ {file = "contourpy-1.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ba38e3f9f330af820c4b27ceb4b9c7feee5fe0493ea53a8720f4792667465934"}, {file = "contourpy-1.3.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dc41ba0714aa2968d1f8674ec97504a8f7e334f48eeacebcaa6256213acb0989"}, @@ -1047,7 +895,6 @@ version = "43.0.3" description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers." optional = false python-versions = ">=3.7" -groups = ["main", "dev", "proxy-dev"] files = [ {file = "cryptography-43.0.3-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:bf7a1932ac4176486eab36a19ed4c0492da5d97123f1406cf15e41b05e787d2e"}, {file = "cryptography-43.0.3-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:63efa177ff54aec6e1c0aefaa1a241232dcd37413835a9b674b6e3f0ae2bfd3e"}, @@ -1097,8 +944,6 @@ version = "0.12.1" description = "Composable style cycles" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"mlflow\"" files = [ {file = "cycler-0.12.1-py3-none-any.whl", hash = "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30"}, {file = "cycler-0.12.1.tar.gz", hash = "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c"}, @@ -1110,26 +955,24 @@ tests = ["pytest", "pytest-cov", "pytest-xdist"] [[package]] name = "databricks-sdk" -version = "0.71.0" +version = "0.73.0" description = "Databricks SDK for Python (Beta)" optional = true python-versions = ">=3.7" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"mlflow\"" files = [ - {file = "databricks_sdk-0.71.0-py3-none-any.whl", hash = "sha256:f5b7b5d7970f6411c75c30c6ddddcc8dccf8274f13b79135b2427f24e9e77980"}, - {file = "databricks_sdk-0.71.0.tar.gz", hash = "sha256:5ef299ab746eba9d7edcd7450a9d030a5208fe816be7f43aa23b6d5db34593be"}, + {file = "databricks_sdk-0.73.0-py3-none-any.whl", hash = "sha256:a4d3cfd19357a2b459d2dc3101454d7f0d1b62865ce099c35d0c342b66ac64ff"}, + {file = "databricks_sdk-0.73.0.tar.gz", hash = "sha256:db09eaaacd98e07dded78d3e7ab47d2f6c886e0380cb577977bd442bace8bd8d"}, ] [package.dependencies] google-auth = ">=2.0,<3.0" -protobuf = ">=4.21.0,<7.0" +protobuf = ">=4.25.8,<5.26.dev0 || >5.29.0,<5.29.1 || >5.29.1,<5.29.2 || >5.29.2,<5.29.3 || >5.29.3,<5.29.4 || >5.29.4,<6.30.0 || >6.30.0,<6.30.1 || >6.30.1,<6.31.0 || >6.31.0,<7.0" requests = ">=2.28.1,<3" [package.extras] -dev = ["autoflake", "black", "build", "databricks-connect", "httpx", "ipython", "ipywidgets", "isort", "langchain-openai ; python_version > \"3.7\"", "openai", "pycodestyle", "pyfakefs", "pytest", "pytest-cov", "pytest-mock", "pytest-rerunfailures", "pytest-xdist (>=3.6.1,<4.0)", "requests-mock", "wheel"] +dev = ["autoflake", "black", "build", "databricks-connect", "httpx", "ipython", "ipywidgets", "isort", "langchain-openai", "openai", "pycodestyle", "pyfakefs", "pytest", "pytest-cov", "pytest-mock", "pytest-rerunfailures", "pytest-xdist (>=3.6.1,<4.0)", "requests-mock", "wheel"] notebook = ["ipython (>=8,<10)", "ipywidgets (>=8,<9)"] -openai = ["httpx", "langchain-openai ; python_version > \"3.7\"", "openai"] +openai = ["httpx", "langchain-openai", "openai"] [[package]] name = "deprecated" @@ -1137,18 +980,16 @@ version = "1.3.1" description = "Python @deprecated decorator to deprecate old python classes, functions or methods." optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7" -groups = ["main", "dev", "proxy-dev"] files = [ {file = "deprecated-1.3.1-py2.py3-none-any.whl", hash = "sha256:597bfef186b6f60181535a29fbe44865ce137a5079f295b479886c82729d5f3f"}, {file = "deprecated-1.3.1.tar.gz", hash = "sha256:b1b50e0ff0c1fddaa5708a2c6b0a6588bb09b892825ab2b214ac9ea9d92a5223"}, ] -markers = {main = "python_version >= \"3.10\""} [package.dependencies] wrapt = ">=1.10,<3" [package.extras] -dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "setuptools ; python_version >= \"3.12\"", "tox"] +dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "setuptools", "tox"] [[package]] name = "diskcache" @@ -1156,8 +997,6 @@ version = "5.6.3" description = "Disk Cache -- Disk and file backed persistent cache." optional = true python-versions = ">=3" -groups = ["main"] -markers = "extra == \"caching\"" files = [ {file = "diskcache-5.6.3-py3-none-any.whl", hash = "sha256:5e31b2d5fbad117cc363ebaf6b689474db18a1f6438bc82358b024abd4c2ca19"}, {file = "diskcache-5.6.3.tar.gz", hash = "sha256:2c3a3fa2743d8535d832ec61c2054a1641f41775aa7c556758a109941e33e4fc"}, @@ -1169,7 +1008,6 @@ version = "1.9.0" description = "Distro - an OS platform information API" optional = false python-versions = ">=3.6" -groups = ["main"] files = [ {file = "distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2"}, {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"}, @@ -1181,8 +1019,6 @@ version = "2.6.1" description = "DNS toolkit" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"proxy\"" files = [ {file = "dnspython-2.6.1-py3-none-any.whl", hash = "sha256:5ef3b9680161f6fa89daf8ad451b5f1a33b18ae8a1c6778cdf4b43f08c0a6e50"}, {file = "dnspython-2.6.1.tar.gz", hash = "sha256:e8f0f9c23a7b7cb99ded64e6c3a6f3e701d78f50c55e002b839dea7225cff7cc"}, @@ -1203,8 +1039,6 @@ version = "7.1.0" description = "A Python library for the Docker Engine API." optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"mlflow\"" files = [ {file = "docker-7.1.0-py3-none-any.whl", hash = "sha256:c96b93b7f0a746f9e77d325bcfb87422a3d8bd4f03136ae8a85b37f1898d5fc0"}, {file = "docker-7.1.0.tar.gz", hash = "sha256:ad8c70e6e3f8926cb8a92619b832b4ea5299e2831c14284663184e200546fa6c"}, @@ -1227,8 +1061,6 @@ version = "0.20.1" description = "Docutils -- Python Documentation Utilities" optional = true python-versions = ">=3.7" -groups = ["main"] -markers = "extra == \"utils\"" files = [ {file = "docutils-0.20.1-py3-none-any.whl", hash = "sha256:96f387a2c5562db4476f09f13bbab2192e764cac08ebbf3a34a95d9b1e4a59d6"}, {file = "docutils-0.20.1.tar.gz", hash = "sha256:f08a4e276c3a1583a86dce3e34aba3fe04d02bba2dd51ed16106244e8a923e3b"}, @@ -1240,8 +1072,6 @@ version = "2.3.0" description = "A robust email address syntax and deliverability validation library." optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"proxy\"" files = [ {file = "email_validator-2.3.0-py3-none-any.whl", hash = "sha256:80f13f623413e6b197ae73bb10bf4eb0908faf509ad8362c5edeb0be7fd450b4"}, {file = "email_validator-2.3.0.tar.gz", hash = "sha256:9fc05c37f2f6cf439ff414f8fc46d917929974a82244c20eb10231ba60c54426"}, @@ -1257,8 +1087,6 @@ version = "1.3.0" description = "Backport of PEP 654 (exception groups)" optional = false python-versions = ">=3.7" -groups = ["main", "dev", "proxy-dev"] -markers = "python_version <= \"3.10\"" files = [ {file = "exceptiongroup-1.3.0-py3-none-any.whl", hash = "sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10"}, {file = "exceptiongroup-1.3.0.tar.gz", hash = "sha256:b241f5885f560bc56a59ee63ca4c6a8bfa46ae4ad651af316d4e81817bb9fd88"}, @@ -1272,16 +1100,14 @@ test = ["pytest (>=6)"] [[package]] name = "fastapi" -version = "0.120.4" +version = "0.121.0" description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production" optional = false python-versions = ">=3.8" -groups = ["main", "dev"] files = [ - {file = "fastapi-0.120.4-py3-none-any.whl", hash = "sha256:9bdf192308676480d3593e10fd05094e56d6fdc7d9283db26053d8104d5f82a0"}, - {file = "fastapi-0.120.4.tar.gz", hash = "sha256:2d856bc847893ca4d77896d4504ffdec0fb04312b705065fca9104428eca3868"}, + {file = "fastapi-0.121.0-py3-none-any.whl", hash = "sha256:8bdf1b15a55f4e4b0d6201033da9109ea15632cb76cf156e7b8b4019f2172106"}, + {file = "fastapi-0.121.0.tar.gz", hash = "sha256:06663356a0b1ee93e875bbf05a31fb22314f5bed455afaaad2b2dad7f26e98fa"}, ] -markers = {main = "python_version >= \"3.10\" and (extra == \"mlflow\" or extra == \"proxy\") or extra == \"proxy\""} [package.dependencies] annotated-doc = ">=0.0.2" @@ -1300,7 +1126,6 @@ version = "1.7.5" description = "FastAPI without reliance on CDNs for docs" optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "fastapi_offline-1.7.5-py3-none-any.whl", hash = "sha256:00369632d604e8156b9ca9ab9c65e58ad8beff83d1ffc7bdbcec4a86173d51b4"}, {file = "fastapi_offline-1.7.5.tar.gz", hash = "sha256:07a58cb8d8fab68ba625698414b4cac833bb2d94d82dc0fbc2a8519bee7af87d"}, @@ -1318,8 +1143,6 @@ version = "0.16.0" description = "FastAPI plugin to enable SSO to most common providers (such as Facebook login, Google login and login via Microsoft Office 365 Account)" optional = true python-versions = "<4.0,>=3.8" -groups = ["main"] -markers = "extra == \"proxy\"" files = [ {file = "fastapi_sso-0.16.0-py3-none-any.whl", hash = "sha256:3a66a942474ef9756d3a9d8b945d55bd9faf99781facdb9b87a40b73d6d6b0c3"}, {file = "fastapi_sso-0.16.0.tar.gz", hash = "sha256:f3941f986347566b7d3747c710cf474a907f581bfb6697ff3bb3e44eb76b438c"}, @@ -1338,8 +1161,6 @@ version = "1.12.1" description = "Fast read/write of AVRO files" optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "python_version >= \"3.9\" and extra == \"semantic-router\"" files = [ {file = "fastavro-1.12.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:00650ca533907361edda22e6ffe8cf87ab2091c5d8aee5c8000b0f2dcdda7ed3"}, {file = "fastavro-1.12.1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ac76d6d95f909c72ee70d314b460b7e711d928845771531d823eb96a10952d26"}, @@ -1401,7 +1222,6 @@ version = "0.14.0" description = "Python bindings to Rust's UUID library." optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "fastuuid-0.14.0-cp310-cp310-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:6e6243d40f6c793c3e2ee14c13769e341b90be5ef0c23c82fa6515a96145181a"}, {file = "fastuuid-0.14.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:13ec4f2c3b04271f62be2e1ce7e95ad2dd1cf97e94503a3760db739afbd48f00"}, @@ -1489,7 +1309,6 @@ version = "3.16.1" description = "A platform independent file lock." optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "filelock-3.16.1-py3-none-any.whl", hash = "sha256:2082e5703d51fbf98ea75855d9d5527e33d8ff23099bec374a134febee6946b0"}, {file = "filelock-3.16.1.tar.gz", hash = "sha256:c249fbfcd5db47e5e2d6d62198e565475ee65e4831e2561c8e313fa7eb961435"}, @@ -1498,7 +1317,7 @@ files = [ [package.extras] docs = ["furo (>=2024.8.6)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4.1)"] testing = ["covdefaults (>=2.3)", "coverage (>=7.6.1)", "diff-cover (>=9.2)", "pytest (>=8.3.3)", "pytest-asyncio (>=0.24)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.26.4)"] -typing = ["typing-extensions (>=4.12.2) ; python_version < \"3.11\""] +typing = ["typing-extensions (>=4.12.2)"] [[package]] name = "flake8" @@ -1506,7 +1325,6 @@ version = "6.1.0" description = "the modular source code checker: pep8 pyflakes and co" optional = false python-versions = ">=3.8.1" -groups = ["dev"] files = [ {file = "flake8-6.1.0-py2.py3-none-any.whl", hash = "sha256:ffdfce58ea94c6580c77888a86506937f9a1a227dfcd15f245d694ae20a6b6e5"}, {file = "flake8-6.1.0.tar.gz", hash = "sha256:d5b3857f07c030bdb5bf41c7f53799571d75c4491748a3adcd47de929e34cd23"}, @@ -1523,8 +1341,6 @@ version = "3.1.2" description = "A simple framework for building complex web applications." optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"mlflow\"" files = [ {file = "flask-3.1.2-py3-none-any.whl", hash = "sha256:ca1d8112ec8a6158cc29ea4858963350011b5c846a414cdb7a954aa9e967d03c"}, {file = "flask-3.1.2.tar.gz", hash = "sha256:bf656c15c80190ed628ad08cdfd3aaa35beb087855e2f494910aa3774cc4fd87"}, @@ -1548,8 +1364,6 @@ version = "6.0.1" description = "A Flask extension simplifying CORS support" optional = true python-versions = "<4.0,>=3.9" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"mlflow\"" files = [ {file = "flask_cors-6.0.1-py3-none-any.whl", hash = "sha256:c7b2cbfb1a31aa0d2e5341eea03a6805349f7a61647daee1a15c46bbe981494c"}, {file = "flask_cors-6.0.1.tar.gz", hash = "sha256:d81bcb31f07b0985be7f48406247e9243aced229b7747219160a0559edd678db"}, @@ -1565,8 +1379,6 @@ version = "4.60.1" description = "Tools to manipulate font files" optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"mlflow\"" files = [ {file = "fonttools-4.60.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:9a52f254ce051e196b8fe2af4634c2d2f02c981756c6464dc192f1b6050b4e28"}, {file = "fonttools-4.60.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c7420a2696a44650120cdd269a5d2e56a477e2bfa9d95e86229059beb1c19e15"}, @@ -1629,17 +1441,17 @@ files = [ ] [package.extras] -all = ["brotli (>=1.0.1) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\"", "lxml (>=4.0)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres ; platform_python_implementation == \"PyPy\"", "pycairo", "scipy ; platform_python_implementation != \"PyPy\"", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.1.0) ; python_version <= \"3.12\"", "xattr ; sys_platform == \"darwin\"", "zopfli (>=0.1.4)"] +all = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "lxml (>=4.0)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres", "pycairo", "scipy", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.1.0)", "xattr", "zopfli (>=0.1.4)"] graphite = ["lz4 (>=1.7.4.2)"] -interpolatable = ["munkres ; platform_python_implementation == \"PyPy\"", "pycairo", "scipy ; platform_python_implementation != \"PyPy\""] +interpolatable = ["munkres", "pycairo", "scipy"] lxml = ["lxml (>=4.0)"] pathops = ["skia-pathops (>=0.5.0)"] plot = ["matplotlib"] repacker = ["uharfbuzz (>=0.23.0)"] symfont = ["sympy"] -type1 = ["xattr ; sys_platform == \"darwin\""] -unicode = ["unicodedata2 (>=15.1.0) ; python_version <= \"3.12\""] -woff = ["brotli (>=1.0.1) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\"", "zopfli (>=0.1.4)"] +type1 = ["xattr"] +unicode = ["unicodedata2 (>=15.1.0)"] +woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"] [[package]] name = "frozenlist" @@ -1647,7 +1459,6 @@ version = "1.5.0" description = "A list-like structure which implements collections.abc.MutableSequence" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5b6a66c18b5b9dd261ca98dffcb826a525334b2f29e7caa54e182255c5f6a65a"}, {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d1b3eb7b05ea246510b43a7e53ed1653e55c2121019a97e60cad7efb881a97bb"}, @@ -1749,7 +1560,6 @@ version = "2025.3.0" description = "File-system specification" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "fsspec-2025.3.0-py3-none-any.whl", hash = "sha256:efb87af3efa9103f94ca91a7f8cb7a4df91af9f74fc106c9c7ea0efd7277c1b3"}, {file = "fsspec-2025.3.0.tar.gz", hash = "sha256:a935fd1ea872591f2b5148907d103488fc523295e6c64b835cfad8c3eca44972"}, @@ -1789,8 +1599,6 @@ version = "4.0.12" description = "Git Object Database" optional = true python-versions = ">=3.7" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"mlflow\"" files = [ {file = "gitdb-4.0.12-py3-none-any.whl", hash = "sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf"}, {file = "gitdb-4.0.12.tar.gz", hash = "sha256:5ef71f855d191a3326fcfbc0d5da835f26b13fbcba60c32c21091c349ffdb571"}, @@ -1805,8 +1613,6 @@ version = "3.1.45" description = "GitPython is a Python library used to interact with Git repositories" optional = true python-versions = ">=3.7" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"mlflow\"" files = [ {file = "gitpython-3.1.45-py3-none-any.whl", hash = "sha256:8908cb2e02fb3b93b7eb0f2827125cb699869470432cc885f019b8fd0fccff77"}, {file = "gitpython-3.1.45.tar.gz", hash = "sha256:85b0ee964ceddf211c41b9f27a49086010a190fd8132a24e21f362a4b36a791c"}, @@ -1817,7 +1623,7 @@ gitdb = ">=4.0.1,<5" [package.extras] doc = ["sphinx (>=7.1.2,<7.2)", "sphinx-autodoc-typehints", "sphinx_rtd_theme"] -test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock ; python_version < \"3.8\"", "mypy", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar", "typing-extensions ; python_version < \"3.11\""] +test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar", "typing-extensions"] [[package]] name = "google-api-core" @@ -1825,8 +1631,6 @@ version = "2.25.2" description = "Google API client core library" optional = true python-versions = ">=3.7" -groups = ["main"] -markers = "python_version >= \"3.14\" and extra == \"extra-proxy\"" files = [ {file = "google_api_core-2.25.2-py3-none-any.whl", hash = "sha256:e9a8f62d363dc8424a8497f4c2a47d6bcda6c16514c935629c257ab5d10210e7"}, {file = "google_api_core-2.25.2.tar.gz", hash = "sha256:1c63aa6af0d0d5e37966f157a77f9396d820fba59f9e43e9415bc3dc5baff300"}, @@ -1843,7 +1647,7 @@ requests = ">=2.18.0,<3.0.0" [package.extras] async-rest = ["google-auth[aiohttp] (>=2.35.0,<3.0.0)"] -grpc = ["grpcio (>=1.33.2,<2.0.0)", "grpcio (>=1.49.1,<2.0.0) ; python_version >= \"3.11\"", "grpcio-status (>=1.33.2,<2.0.0)", "grpcio-status (>=1.49.1,<2.0.0) ; python_version >= \"3.11\""] +grpc = ["grpcio (>=1.33.2,<2.0.0)", "grpcio (>=1.49.1,<2.0.0)", "grpcio-status (>=1.33.2,<2.0.0)", "grpcio-status (>=1.49.1,<2.0.0)"] grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.0)"] grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.0)"] @@ -1853,8 +1657,6 @@ version = "2.28.1" description = "Google API client core library" optional = true python-versions = ">=3.7" -groups = ["main"] -markers = "python_version < \"3.14\" and extra == \"extra-proxy\"" files = [ {file = "google_api_core-2.28.1-py3-none-any.whl", hash = "sha256:4021b0f8ceb77a6fb4de6fde4502cecab45062e66ff4f2895169e0b35bc9466c"}, {file = "google_api_core-2.28.1.tar.gz", hash = "sha256:2b405df02d68e68ce0fbc138559e6036559e685159d148ae5861013dc201baf8"}, @@ -1864,15 +1666,15 @@ files = [ google-auth = ">=2.14.1,<3.0.0" googleapis-common-protos = ">=1.56.2,<2.0.0" grpcio = [ - {version = ">=1.49.1,<2.0.0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""}, {version = ">=1.33.2,<2.0.0", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""}, + {version = ">=1.49.1,<2.0.0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\" and python_version < \"3.14\""}, ] grpcio-status = [ - {version = ">=1.49.1,<2.0.0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""}, - {version = ">=1.33.2,<2.0.0", optional = true, markers = "extra == \"grpc\""}, + {version = ">=1.33.2,<2.0.0", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""}, + {version = ">=1.49.1,<2.0.0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\" and python_version < \"3.14\""}, ] proto-plus = [ - {version = ">=1.22.3,<2.0.0"}, + {version = ">=1.22.3,<2.0.0", markers = "python_version < \"3.13\""}, {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""}, ] protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0" @@ -1880,21 +1682,19 @@ requests = ">=2.18.0,<3.0.0" [package.extras] async-rest = ["google-auth[aiohttp] (>=2.35.0,<3.0.0)"] -grpc = ["grpcio (>=1.33.2,<2.0.0)", "grpcio (>=1.49.1,<2.0.0) ; python_version >= \"3.11\"", "grpcio (>=1.75.1,<2.0.0) ; python_version >= \"3.14\"", "grpcio-status (>=1.33.2,<2.0.0)", "grpcio-status (>=1.49.1,<2.0.0) ; python_version >= \"3.11\"", "grpcio-status (>=1.75.1,<2.0.0) ; python_version >= \"3.14\""] +grpc = ["grpcio (>=1.33.2,<2.0.0)", "grpcio (>=1.49.1,<2.0.0)", "grpcio (>=1.75.1,<2.0.0)", "grpcio-status (>=1.33.2,<2.0.0)", "grpcio-status (>=1.49.1,<2.0.0)", "grpcio-status (>=1.75.1,<2.0.0)"] grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.0)"] grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.0)"] [[package]] name = "google-auth" -version = "2.42.1" +version = "2.43.0" description = "Google Authentication Library" optional = true python-versions = ">=3.7" -groups = ["main"] -markers = "python_version >= \"3.10\" and (extra == \"mlflow\" or extra == \"extra-proxy\") or extra == \"extra-proxy\"" files = [ - {file = "google_auth-2.42.1-py2.py3-none-any.whl", hash = "sha256:eb73d71c91fc95dbd221a2eb87477c278a355e7367a35c0d84e6b0e5f9b4ad11"}, - {file = "google_auth-2.42.1.tar.gz", hash = "sha256:30178b7a21aa50bffbdc1ffcb34ff770a2f65c712170ecd5446c4bef4dc2b94e"}, + {file = "google_auth-2.43.0-py2.py3-none-any.whl", hash = "sha256:af628ba6fa493f75c7e9dbe9373d148ca9f4399b5ea29976519e0a3848eddd16"}, + {file = "google_auth-2.43.0.tar.gz", hash = "sha256:88228eee5fc21b62a1b5fe773ca15e67778cb07dc8363adcb4a8827b52d81483"}, ] [package.dependencies] @@ -1905,21 +1705,37 @@ rsa = ">=3.1.4,<5" [package.extras] aiohttp = ["aiohttp (>=3.6.2,<4.0.0)", "requests (>=2.20.0,<3.0.0)"] enterprise-cert = ["cryptography", "pyopenssl"] -pyjwt = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyjwt (>=2.0)"] -pyopenssl = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"] +pyjwt = ["cryptography (<39.0.0)", "cryptography (>=38.0.3)", "pyjwt (>=2.0)"] +pyopenssl = ["cryptography (<39.0.0)", "cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"] reauth = ["pyu2f (>=0.1.5)"] requests = ["requests (>=2.20.0,<3.0.0)"] -testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "cryptography (>=38.0.3)", "flask", "freezegun", "grpcio", "mock", "oauth2client", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"] +testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "cryptography (<39.0.0)", "cryptography (<39.0.0)", "cryptography (>=38.0.3)", "cryptography (>=38.0.3)", "flask", "freezegun", "grpcio", "mock", "oauth2client", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"] urllib3 = ["packaging", "urllib3"] +[[package]] +name = "google-cloud-iam" +version = "2.19.1" +description = "Google Cloud Iam API client library" +optional = true +python-versions = ">=3.7" +files = [ + {file = "google_cloud_iam-2.19.1-py3-none-any.whl", hash = "sha256:11b08b86d82510021f9dd9f0beb5a08219e070deab09e28d4c0ce49f8c70997d"}, + {file = "google_cloud_iam-2.19.1.tar.gz", hash = "sha256:f059c369ad98af6be3401f0f5d087775d775fb96833be1e9ab8048c422fb1bf4"}, +] + +[package.dependencies] +google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0", extras = ["grpc"]} +google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0" +grpc-google-iam-v1 = ">=0.12.4,<1.0.0" +proto-plus = {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""} +protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0" + [[package]] name = "google-cloud-iam" version = "2.20.0" description = "Google Cloud Iam API client library" optional = true python-versions = ">=3.7" -groups = ["main"] -markers = "extra == \"extra-proxy\"" files = [ {file = "google_cloud_iam-2.20.0-py3-none-any.whl", hash = "sha256:643fcf6db3100772f222c7173bc1af15541a05ec1c43785191e835146ed150b8"}, {file = "google_cloud_iam-2.20.0.tar.gz", hash = "sha256:06568ed8313f59fac46d21a5aae4c54eb1dda9f6bcecf2736c58ab1065dc9173"}, @@ -1929,12 +1745,9 @@ files = [ google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0", extras = ["grpc"]} google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0" grpc-google-iam-v1 = ">=0.12.4,<1.0.0" -grpcio = [ - {version = ">=1.33.2,<2.0.0"}, - {version = ">=1.75.1,<2.0.0", markers = "python_version >= \"3.14\""}, -] +grpcio = {version = ">=1.33.2,<2.0.0", markers = "python_version < \"3.14\""} proto-plus = [ - {version = ">=1.22.3,<2.0.0"}, + {version = ">=1.22.3,<2.0.0", markers = "python_version < \"3.13\""}, {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""}, ] protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || 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"numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures (<16.0)", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "ty", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"] cli = ["InquirerPy (==0.3.4)"] -dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (>=1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures (<16.0)", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "ty", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"] +dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "libcst (>=1.4.0)", "mypy (==1.15.0)", "mypy (>=1.14.1,<1.15.0)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures (<16.0)", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "ty", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"] fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"] hf-transfer = ["hf-transfer (>=0.1.4)"] hf-xet = ["hf-xet (>=1.1.2,<2.0.0)"] inference = ["aiohttp"] mcp = ["aiohttp", "mcp (>=1.8.0)", "typer"] oauth = ["authlib (>=1.3.2)", "fastapi", "httpx", "itsdangerous"] -quality = ["libcst (>=1.4.0)", "mypy (==1.15.0) ; python_version >= \"3.9\"", "mypy (>=1.14.1,<1.15.0) ; python_version == \"3.8\"", "ruff (>=0.9.0)", "ty"] +quality = ["libcst (>=1.4.0)", "mypy (==1.15.0)", "mypy (>=1.14.1,<1.15.0)", "ruff (>=0.9.0)", "ty"] tensorflow = ["graphviz", "pydot", "tensorflow"] tensorflow-testing = ["keras (<3.0)", "tensorflow"] testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "authlib (>=1.3.2)", "fastapi", "gradio (>=4.0.0)", "httpx", "itsdangerous", "jedi", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures (<16.0)", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"] @@ -2499,8 +2207,6 @@ version = "10.0" description = "Human friendly output for text interfaces using Python" optional = true python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" -groups = ["main"] -markers = "python_version >= \"3.9\" and extra == \"extra-proxy\" and python_version < \"3.14\"" files = [ {file = "humanfriendly-10.0-py2.py3-none-any.whl", hash = "sha256:1697e1a8a8f550fd43c2865cd84542fc175a61dcb779b6fee18cf6b6ccba1477"}, {file = "humanfriendly-10.0.tar.gz", hash = "sha256:6b0b831ce8f15f7300721aa49829fc4e83921a9a301cc7f606be6686a2288ddc"}, @@ -2515,7 +2221,6 @@ version = "0.15.0" description = "A ASGI Server based on Hyper libraries and inspired by Gunicorn" optional = false python-versions = ">=3.7" -groups = ["proxy-dev"] files = [ {file = "hypercorn-0.15.0-py3-none-any.whl", hash = "sha256:5008944999612fd188d7a1ca02e89d20065642b89503020ac392dfed11840730"}, {file = "hypercorn-0.15.0.tar.gz", hash = "sha256:d517f68d5dc7afa9a9d50ecefb0f769f466ebe8c1c18d2c2f447a24e763c9a63"}, @@ -2533,7 +2238,7 @@ wsproto = ">=0.14.0" docs = ["pydata_sphinx_theme", "sphinxcontrib_mermaid"] h3 = ["aioquic (>=0.9.0,<1.0)"] trio = ["exceptiongroup (>=1.1.0)", "trio (>=0.22.0)"] -uvloop = ["uvloop ; platform_system != \"Windows\""] +uvloop = ["uvloop"] [[package]] name = "hyperframe" @@ -2541,7 +2246,6 @@ version = "6.0.1" description = "HTTP/2 framing layer for Python" optional = false python-versions = ">=3.6.1" -groups = ["proxy-dev"] files = [ {file = "hyperframe-6.0.1-py3-none-any.whl", hash = "sha256:0ec6bafd80d8ad2195c4f03aacba3a8265e57bc4cff261e802bf39970ed02a15"}, {file = "hyperframe-6.0.1.tar.gz", hash = "sha256:ae510046231dc8e9ecb1a6586f63d2347bf4c8905914aa84ba585ae85f28a914"}, @@ -2553,7 +2257,6 @@ version = "3.11" description = "Internationalized Domain Names in Applications (IDNA)" optional = false python-versions = ">=3.8" -groups = ["main", "dev", "proxy-dev"] files = [ {file = "idna-3.11-py3-none-any.whl", hash = "sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea"}, {file = "idna-3.11.tar.gz", hash = "sha256:795dafcc9c04ed0c1fb032c2aa73654d8e8c5023a7df64a53f39190ada629902"}, @@ -2568,8 +2271,6 @@ version = "1.4.1" description = "Getting image size from png/jpeg/jpeg2000/gif file" optional = true python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" -groups = ["main"] -markers = "extra == \"utils\"" files = [ {file = "imagesize-1.4.1-py2.py3-none-any.whl", hash = "sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b"}, {file = "imagesize-1.4.1.tar.gz", hash = "sha256:69150444affb9cb0d5cc5a92b3676f0b2fb7cd9ae39e947a5e11a36b4497cd4a"}, @@ -2581,7 +2282,6 @@ version = "6.11.0" description = "Read metadata from Python packages" optional = false python-versions = ">=3.8" -groups = ["main", "dev", "proxy-dev"] files = [ {file = "importlib_metadata-6.11.0-py3-none-any.whl", hash = "sha256:f0afba6205ad8f8947c7d338b5342d5db2afbfd82f9cbef7879a9539cc12eb9b"}, {file = "importlib_metadata-6.11.0.tar.gz", hash = "sha256:1231cf92d825c9e03cfc4da076a16de6422c863558229ea0b22b675657463443"}, @@ -2593,7 +2293,7 @@ zipp = ">=0.5" [package.extras] docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"] perf = ["ipython"] -testing = ["flufl.flake8", "importlib-resources (>=1.3) ; python_version < \"3.9\"", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7) ; platform_python_implementation != \"PyPy\"", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1) ; platform_python_implementation != \"PyPy\"", "pytest-perf (>=0.9.2)", "pytest-ruff"] +testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"] [[package]] name = "importlib-resources" @@ -2601,8 +2301,6 @@ version = "6.4.5" description = "Read resources from Python packages" optional = false python-versions = ">=3.8" -groups = ["main"] -markers = "python_version < \"3.9\"" files = [ {file = "importlib_resources-6.4.5-py3-none-any.whl", hash = "sha256:ac29d5f956f01d5e4bb63102a5a19957f1b9175e45649977264a1416783bb717"}, {file = "importlib_resources-6.4.5.tar.gz", hash = "sha256:980862a1d16c9e147a59603677fa2aa5fd82b87f223b6cb870695bcfce830065"}, @@ -2612,7 +2310,7 @@ files = [ zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""} [package.extras] -check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] cover = ["pytest-cov"] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] enabler = ["pytest-enabler (>=2.2)"] @@ -2625,7 +2323,6 @@ version = "2.1.0" description = "brain-dead simple config-ini parsing" optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"}, {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"}, @@ -2637,8 +2334,6 @@ version = "0.7.2" description = "An ISO 8601 date/time/duration parser and formatter" optional = true python-versions = ">=3.7" -groups = ["main"] -markers = "extra == \"extra-proxy\" or extra == \"proxy\"" files = [ {file = "isodate-0.7.2-py3-none-any.whl", hash = "sha256:28009937d8031054830160fce6d409ed342816b543597cece116d966c6d99e15"}, {file = "isodate-0.7.2.tar.gz", hash = "sha256:4cd1aa0f43ca76f4a6c6c0292a85f40b35ec2e43e315b59f06e6d32171a953e6"}, @@ -2650,8 +2345,6 @@ version = "2.2.0" description = "Safely pass data to untrusted environments and back." optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"mlflow\"" files = [ {file = "itsdangerous-2.2.0-py3-none-any.whl", hash = "sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef"}, {file = "itsdangerous-2.2.0.tar.gz", hash = "sha256:e0050c0b7da1eea53ffaf149c0cfbb5c6e2e2b69c4bef22c81fa6eb73e5f6173"}, @@ -2663,7 +2356,6 @@ version = "3.1.6" description = "A very fast and expressive template engine." optional = false python-versions = ">=3.7" -groups = ["main", "proxy-dev"] files = [ {file = "jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67"}, {file = "jinja2-3.1.6.tar.gz", hash = "sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d"}, @@ -2681,7 +2373,6 @@ version = "0.9.1" description = "Fast iterable JSON parser." optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "jiter-0.9.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:c0163baa7ee85860fdc14cc39263014500df901eeffdf94c1eab9a2d713b2a9d"}, {file = "jiter-0.9.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:514d4dd845e0af4da15112502e6fcb952f0721f27f17e530454e379472b90c14"}, @@ -2767,8 +2458,6 @@ version = "1.0.1" description = "JSON Matching Expressions" optional = true python-versions = ">=3.7" -groups = ["main"] -markers = "extra == \"proxy\"" files = [ {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"}, {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"}, @@ -2780,8 +2469,6 @@ version = "1.5.2" description = "Lightweight pipelining with Python functions" optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"mlflow\"" files = [ {file = "joblib-1.5.2-py3-none-any.whl", hash = "sha256:4e1f0bdbb987e6d843c70cf43714cb276623def372df3c22fe5266b2670bc241"}, {file = "joblib-1.5.2.tar.gz", hash = "sha256:3faa5c39054b2f03ca547da9b2f52fde67c06240c31853f306aea97f13647b55"}, @@ -2793,7 +2480,6 @@ version = "4.23.0" description = "An implementation of JSON Schema validation for Python" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "jsonschema-4.23.0-py3-none-any.whl", hash = "sha256:fbadb6f8b144a8f8cf9f0b89ba94501d143e50411a1278633f56a7acf7fd5566"}, {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"}, @@ -2817,7 +2503,6 @@ version = "2023.12.1" description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "jsonschema_specifications-2023.12.1-py3-none-any.whl", hash = "sha256:87e4fdf3a94858b8a2ba2778d9ba57d8a9cafca7c7489c46ba0d30a8bc6a9c3c"}, {file = "jsonschema_specifications-2023.12.1.tar.gz", hash = "sha256:48a76787b3e70f5ed53f1160d2b81f586e4ca6d1548c5de7085d1682674764cc"}, @@ -2833,8 +2518,6 @@ version = "1.4.9" description = "A fast implementation of the Cassowary constraint solver" optional = true python-versions = ">=3.10" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"mlflow\"" files = [ {file = "kiwisolver-1.4.9-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b4b4d74bda2b8ebf4da5bd42af11d02d04428b2c32846e4c2c93219df8a7987b"}, {file = "kiwisolver-1.4.9-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:fb3b8132019ea572f4611d770991000d7f58127560c4889729248eb5852a102f"}, @@ -2945,7 +2628,6 @@ version = "2.54.1" description = "A client library for accessing langfuse" optional = false python-versions = "<4.0,>=3.8.1" -groups = ["dev"] files = [ {file = "langfuse-2.54.1-py3-none-any.whl", hash = "sha256:1f1261cf763886758c70e192133340ff296169cc0930cde725eee52d467eb661"}, {file = "langfuse-2.54.1.tar.gz", hash = "sha256:7efc70799740ffa0ac7e04066e0596fb6433e8e501fc850c6a4e7967de6de8a7"}, @@ -2971,8 +2653,6 @@ version = "0.1.20" description = "Package for LiteLLM Enterprise features" optional = true python-versions = "!=2.7.*,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8" -groups = ["main"] -markers = "extra == \"proxy\"" files = [ {file = "litellm_enterprise-0.1.20-py3-none-any.whl", hash = "sha256:744a79956a8cd7748ef4c3f40d5a564c61519834e706beafbc0b931162773ae8"}, {file = "litellm_enterprise-0.1.20.tar.gz", hash = "sha256:f6b8dd75b53bd835c68caf6402a8bae744a150db7bb6b0e617178c6056ac6c01"}, @@ -2984,8 +2664,6 @@ version = "0.4.3" description = "Additional files for the LiteLLM Proxy. Reduces the size of the main litellm package." optional = true python-versions = "!=2.7.*,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8" -groups = ["main"] -markers = "extra == \"proxy\"" files = [ {file = "litellm_proxy_extras-0.4.3-py3-none-any.whl", hash = "sha256:e7ab09aa78d04d02dc48975620defa36784e1a0baa6d04a078b98b5717fcae24"}, {file = "litellm_proxy_extras-0.4.3.tar.gz", hash = "sha256:420400d0db186319695526f6765d3d481206fe025b70bc74a1ce895a7d720bee"}, @@ -2997,8 +2675,6 @@ version = "1.3.10" description = "A super-fast templating language that borrows the best ideas from the existing templating languages." optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"mlflow\"" files = [ {file = "mako-1.3.10-py3-none-any.whl", hash = "sha256:baef24a52fc4fc514a0887ac600f9f1cff3d82c61d4d700a1fa84d597b88db59"}, {file = "mako-1.3.10.tar.gz", hash = "sha256:99579a6f39583fa7e5630a28c3c1f440e4e97a414b80372649c0ce338da2ea28"}, @@ -3018,8 +2694,6 @@ version = "3.0.0" description = "Python port of markdown-it. Markdown parsing, done right!" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"proxy\"" files = [ {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"}, {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"}, @@ -3044,7 +2718,6 @@ version = "2.1.5" description = "Safely add untrusted strings to HTML/XML markup." optional = false python-versions = ">=3.7" -groups = ["main", "proxy-dev"] files = [ {file = "MarkupSafe-2.1.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a17a92de5231666cfbe003f0e4b9b3a7ae3afb1ec2845aadc2bacc93ff85febc"}, {file = "MarkupSafe-2.1.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:72b6be590cc35924b02c78ef34b467da4ba07e4e0f0454a2c5907f473fc50ce5"}, @@ -3114,8 +2787,6 @@ version = "3.10.7" description = "Python plotting package" optional = true python-versions = ">=3.10" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"mlflow\"" files = [ {file = "matplotlib-3.10.7-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:7ac81eee3b7c266dd92cee1cd658407b16c57eed08c7421fa354ed68234de380"}, {file = "matplotlib-3.10.7-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:667ecd5d8d37813a845053d8f5bf110b534c3c9f30e69ebd25d4701385935a6d"}, @@ -3194,7 +2865,6 @@ version = "0.7.0" description = "McCabe checker, plugin for flake8" optional = false python-versions = ">=3.6" -groups = ["dev"] files = [ {file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"}, {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"}, @@ -3206,8 +2876,6 @@ version = "1.12.4" description = "Model Context Protocol SDK" optional = true python-versions = ">=3.10" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"proxy\"" files = [ {file = "mcp-1.12.4-py3-none-any.whl", hash = "sha256:7aa884648969fab8e78b89399d59a683202972e12e6bc9a1c88ce7eda7743789"}, {file = "mcp-1.12.4.tar.gz", hash = "sha256:0765585e9a3a5916a3c3ab8659330e493adc7bd8b2ca6120c2d7a0c43e034ca5"}, @@ -3237,8 +2905,6 @@ version = "0.1.2" description = "Markdown URL utilities" optional = true python-versions = ">=3.7" -groups = ["main"] -markers = "extra == \"proxy\"" files = [ {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"}, {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"}, @@ -3250,8 +2916,6 @@ version = "0.4.1" description = "" optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "python_version >= \"3.9\" and extra == \"extra-proxy\" and python_version < \"3.14\"" files = [ {file = "ml_dtypes-0.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:1fe8b5b5e70cd67211db94b05cfd58dace592f24489b038dc6f9fe347d2e07d5"}, {file = "ml_dtypes-0.4.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8c09a6d11d8475c2a9fd2bc0695628aec105f97cab3b3a3fb7c9660348ff7d24"}, @@ -3274,10 +2938,10 @@ files = [ [package.dependencies] numpy = [ - {version = ">=1.23.3", markers = "python_version >= \"3.11\""}, - {version = ">1.20"}, - {version = ">=1.21.2", markers = "python_version >= \"3.10\""}, + {version = ">1.20", markers = "python_version < \"3.10\""}, {version = ">=1.26.0", markers = "python_version >= \"3.12\""}, + {version = ">=1.23.3", markers = "python_version >= \"3.11\" and python_version < \"3.12\""}, + {version = ">=1.21.2", markers = "python_version >= \"3.10\" and python_version < \"3.11\""}, ] [package.extras] @@ -3285,15 +2949,13 @@ dev = ["absl-py", "pyink", "pylint (>=2.6.0)", "pytest", "pytest-xdist"] [[package]] name = "mlflow" -version = "3.5.1" +version = "3.6.0" description = "MLflow is an open source platform for the complete machine learning lifecycle" optional = true python-versions = ">=3.10" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"mlflow\"" files = [ - {file = "mlflow-3.5.1-py3-none-any.whl", hash = "sha256:ebbf5fef59787161a15f2878f210877a62d54d943ad6cea140621687b2393f85"}, - {file = "mlflow-3.5.1.tar.gz", hash = "sha256:32630f2aaadeb6dc6ccbde56247a1500518b38d0a7cc12f714be1703b6ee3ea1"}, + {file = "mlflow-3.6.0-py3-none-any.whl", hash = "sha256:04d1691facd412be8e61b963fad859286cfeb2dbcafaea294e6aa0b83a15fc04"}, + {file = "mlflow-3.6.0.tar.gz", hash = "sha256:d945d259b5c6b551a9f26846db8979fd84c78114a027b77ada3298f821a9b0e1"}, ] [package.dependencies] @@ -3304,12 +2966,13 @@ Flask = "<4" Flask-CORS = "<7" graphene = "<4" gunicorn = {version = "<24", markers = "platform_system != \"Windows\""} +huey = ">=2.5.0,<3" matplotlib = "<4" -mlflow-skinny = "3.5.1" -mlflow-tracing = "3.5.1" +mlflow-skinny = "3.6.0" +mlflow-tracing = "3.6.0" numpy = "<3" pandas = "<3" -pyarrow = ">=4.0.0,<22" +pyarrow = ">=4.0.0,<23" scikit-learn = "<2" scipy = "<2" sqlalchemy = ">=1.4.0,<3" @@ -3323,23 +2986,20 @@ extras = ["azureml-core (>=1.2.0)", "boto3", "botocore", "google-cloud-storage ( gateway = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<2)"] genai = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<2)"] jfrog = ["mlflow-jfrog-plugin"] -jobs = ["huey (>=2.5.0,<3)"] -langchain = ["langchain (>=0.3.3,<=0.3.27)"] +langchain = ["langchain (>=0.3.7,<=0.3.27)"] mcp = ["fastmcp (>=2.0.0,<3)"] mlserver = ["mlserver (>=1.2.0,!=1.3.1,<2.0.0)", "mlserver-mlflow (>=1.2.0,!=1.3.1,<2.0.0)"] sqlserver = ["mlflow-dbstore"] [[package]] name = "mlflow-skinny" -version = "3.5.1" +version = "3.6.0" description = "MLflow is an open source platform for the complete machine learning lifecycle" optional = true python-versions = ">=3.10" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"mlflow\"" files = [ - {file = "mlflow_skinny-3.5.1-py3-none-any.whl", hash = "sha256:e5f96977d21a093a3ffda789bee90070855dbfe1b9d0703c0c3e34d2f8d7fba8"}, - {file = "mlflow_skinny-3.5.1.tar.gz", hash = "sha256:4358a5489221cdecf53cf045e10df28919dedb9489965434ce3445f7cbabf365"}, + {file = "mlflow_skinny-3.6.0-py3-none-any.whl", hash = "sha256:c83b34fce592acb2cc6bddcb507587a6d9ef3f590d9e7a8658c85e0980596d78"}, + {file = "mlflow_skinny-3.6.0.tar.gz", hash = "sha256:cc04706b5b6faace9faf95302a6e04119485e1bfe98ddc9b85b81984e80944b6"}, ] [package.dependencies] @@ -3355,7 +3015,7 @@ opentelemetry-proto = ">=1.9.0,<3" opentelemetry-sdk = ">=1.9.0,<3" packaging = "<26" protobuf = ">=3.12.0,<7" -pydantic = ">=1.10.8,<3" +pydantic = ">=2.0.0,<3" python-dotenv = ">=0.19.0,<2" pyyaml = ">=5.1,<7" requests = ">=2.17.3,<3" @@ -3371,23 +3031,20 @@ extras = ["azureml-core (>=1.2.0)", "boto3", "botocore", "google-cloud-storage ( gateway = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<2)"] genai = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<2)"] jfrog = ["mlflow-jfrog-plugin"] -jobs = ["huey (>=2.5.0,<3)"] -langchain = ["langchain (>=0.3.3,<=0.3.27)"] +langchain = ["langchain (>=0.3.7,<=0.3.27)"] mcp = ["fastmcp (>=2.0.0,<3)"] mlserver = ["mlserver (>=1.2.0,!=1.3.1,<2.0.0)", "mlserver-mlflow (>=1.2.0,!=1.3.1,<2.0.0)"] sqlserver = ["mlflow-dbstore"] [[package]] name = "mlflow-tracing" -version = "3.5.1" +version = "3.6.0" description = "MLflow Tracing SDK is an open-source, lightweight Python package that only includes the minimum set of dependencies and functionality to instrument your code/models/agents with MLflow Tracing." optional = true python-versions = ">=3.10" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"mlflow\"" files = [ - {file = "mlflow_tracing-3.5.1-py3-none-any.whl", hash = "sha256:4fd685347158e0d2c48f5bec3d15ecfc6fadc1dbb48073cb220ded438408fa65"}, - {file = "mlflow_tracing-3.5.1.tar.gz", hash = "sha256:bca266b1871692ae2ec812ed177cdc108ccef1cb3fb82725a8b959ec98d5fba0"}, + {file = "mlflow_tracing-3.6.0-py3-none-any.whl", hash = "sha256:a68ff03ba5129c67dc98e6871e0d5ef512dd3ee66d01e1c1a0c946c08a6d4755"}, + {file = "mlflow_tracing-3.6.0.tar.gz", hash = "sha256:ccff80b3aad6caa18233c98ba69922a91a6f914e0a13d12e1977af7523523d4c"}, ] [package.dependencies] @@ -3398,7 +3055,7 @@ opentelemetry-proto = ">=1.9.0,<3" opentelemetry-sdk = ">=1.9.0,<3" packaging = "<26" protobuf = ">=3.12.0,<7" -pydantic = ">=1.10.8,<3" +pydantic = ">=2.0.0,<3" [[package]] name = "msal" @@ -3406,7 +3063,6 @@ version = "1.34.0" description = "The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of users with Microsoft Azure Active Directory accounts (AAD) and Microsoft Accounts (MSA) using industry standard OAuth2 and OpenID Connect." optional = false python-versions = ">=3.8" -groups = ["main", "proxy-dev"] files = [ {file = "msal-1.34.0-py3-none-any.whl", hash = "sha256:f669b1644e4950115da7a176441b0e13ec2975c29528d8b9e81316023676d6e1"}, {file = "msal-1.34.0.tar.gz", hash = "sha256:76ba83b716ea5a6d75b0279c0ac353a0e05b820ca1f6682c0eb7f45190c43c2f"}, @@ -3418,7 +3074,7 @@ PyJWT = {version = ">=1.0.0,<3", extras = ["crypto"]} requests = ">=2.0.0,<3" [package.extras] -broker = ["pymsalruntime (>=0.14,<0.19) ; python_version >= \"3.6\" and platform_system == \"Windows\"", "pymsalruntime (>=0.17,<0.19) ; python_version >= \"3.8\" and platform_system == \"Darwin\"", "pymsalruntime (>=0.18,<0.19) ; python_version >= \"3.8\" and platform_system == \"Linux\""] +broker = ["pymsalruntime (>=0.14,<0.19)", "pymsalruntime (>=0.17,<0.19)", "pymsalruntime (>=0.18,<0.19)"] [[package]] name = "msal-extensions" @@ -3426,7 +3082,6 @@ version = "1.3.0" description = "Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS and Linux. Concurrent data access will be coordinated by a file lock mechanism." optional = false python-versions = ">=3.7" -groups = ["main", "proxy-dev"] files = [ {file = "msal_extensions-1.3.0-py3-none-any.whl", hash = "sha256:105328ddcbdd342016c9949d8f89e3917554740c8ab26669c0fa0e069e730a0e"}, {file = "msal_extensions-1.3.0.tar.gz", hash = "sha256:96918996642b38c78cd59b55efa0f06fd1373c90e0949be8615697c048fba62c"}, @@ -3444,7 +3099,6 @@ version = "6.1.0" description = "multidict implementation" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "multidict-6.1.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3380252550e372e8511d49481bd836264c009adb826b23fefcc5dd3c69692f60"}, {file = "multidict-6.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:99f826cbf970077383d7de805c0681799491cb939c25450b9b5b3ced03ca99f1"}, @@ -3549,7 +3203,6 @@ version = "1.14.1" description = "Optional static typing for Python" optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "mypy-1.14.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:52686e37cf13d559f668aa398dd7ddf1f92c5d613e4f8cb262be2fb4fedb0fcb"}, {file = "mypy-1.14.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1fb545ca340537d4b45d3eecdb3def05e913299ca72c290326be19b3804b39c0"}, @@ -3609,7 +3262,6 @@ version = "1.1.0" description = "Type system extensions for programs checked with the mypy type checker." optional = false python-versions = ">=3.8" -groups = ["main", "dev"] files = [ {file = "mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505"}, {file = "mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558"}, @@ -3621,7 +3273,6 @@ version = "1.9.1" description = "Node.js virtual environment builder" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" -groups = ["main", "proxy-dev"] files = [ {file = "nodeenv-1.9.1-py2.py3-none-any.whl", hash = "sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9"}, {file = "nodeenv-1.9.1.tar.gz", hash = "sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f"}, @@ -3633,8 +3284,6 @@ version = "1.26.4" description = "Fundamental package for array computing in Python" optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "python_version >= \"3.9\" and (python_version >= \"3.10\" or extra == \"extra-proxy\" or extra == \"semantic-router\") and (python_version < \"3.12\" or extra == \"semantic-router\" or extra == \"mlflow\" or extra == \"extra-proxy\") and (python_version < \"3.14\" or extra == \"semantic-router\" or extra == \"mlflow\") and (extra == \"extra-proxy\" or extra == \"semantic-router\" or extra == \"mlflow\")" files = [ {file = "numpy-1.26.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9ff0f4f29c51e2803569d7a51c2304de5554655a60c5d776e35b4a41413830d0"}, {file = "numpy-1.26.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2e4ee3380d6de9c9ec04745830fd9e2eccb3e6cf790d39d7b98ffd19b0dd754a"}, @@ -3680,8 +3329,6 @@ version = "1.7.0" description = "Sphinx extension to support docstrings in Numpy format" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"utils\"" files = [ {file = "numpydoc-1.7.0-py3-none-any.whl", hash = "sha256:5a56419d931310d79a06cfc2a126d1558700feeb9b4f3d8dcae1a8134be829c9"}, {file = "numpydoc-1.7.0.tar.gz", hash = "sha256:866e5ae5b6509dcf873fc6381120f5c31acf13b135636c1a81d68c166a95f921"}, @@ -3693,7 +3340,7 @@ tabulate = ">=0.8.10" tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""} [package.extras] -developer = ["pre-commit (>=3.3)", "tomli ; python_version < \"3.11\""] +developer = ["pre-commit (>=3.3)", "tomli"] doc = ["matplotlib (>=3.5)", "numpy (>=1.22)", "pydata-sphinx-theme (>=0.13.3)", "sphinx (>=7)"] test = ["matplotlib", "pytest", "pytest-cov"] @@ -3703,8 +3350,6 @@ version = "3.3.1" description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"proxy\"" files = [ {file = "oauthlib-3.3.1-py3-none-any.whl", hash = "sha256:88119c938d2b8fb88561af5f6ee0eec8cc8d552b7bb1f712743136eb7523b7a1"}, {file = "oauthlib-3.3.1.tar.gz", hash = "sha256:0f0f8aa759826a193cf66c12ea1af1637f87b9b4622d46e866952bb022e538c9"}, @@ -3721,7 +3366,6 @@ version = "1.109.1" description = "The official Python library for the openai API" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "openai-1.109.1-py3-none-any.whl", hash = "sha256:6bcaf57086cf59159b8e27447e4e7dd019db5d29a438072fbd49c290c7e65315"}, {file = "openai-1.109.1.tar.gz", hash = "sha256:d173ed8dbca665892a6db099b4a2dfac624f94d20a93f46eb0b56aae940ed869"}, @@ -3749,12 +3393,10 @@ version = "1.25.0" description = "OpenTelemetry Python API" optional = false python-versions = ">=3.8" -groups = ["main", "dev", "proxy-dev"] files = [ {file = "opentelemetry_api-1.25.0-py3-none-any.whl", hash = "sha256:757fa1aa020a0f8fa139f8959e53dec2051cc26b832e76fa839a6d76ecefd737"}, {file = "opentelemetry_api-1.25.0.tar.gz", hash = "sha256:77c4985f62f2614e42ce77ee4c9da5fa5f0bc1e1821085e9a47533a9323ae869"}, ] -markers = {main = "python_version >= \"3.10\""} [package.dependencies] deprecated = ">=1.2.6" @@ -3766,7 +3408,6 @@ version = "1.25.0" description = "OpenTelemetry Collector Exporters" optional = false python-versions = ">=3.8" -groups = ["dev", "proxy-dev"] files = [ {file = "opentelemetry_exporter_otlp-1.25.0-py3-none-any.whl", hash = "sha256:d67a831757014a3bc3174e4cd629ae1493b7ba8d189e8a007003cacb9f1a6b60"}, {file = "opentelemetry_exporter_otlp-1.25.0.tar.gz", hash = "sha256:ce03199c1680a845f82e12c0a6a8f61036048c07ec7a0bd943142aca8fa6ced0"}, @@ -3782,7 +3423,6 @@ version = "1.25.0" description = "OpenTelemetry Protobuf encoding" optional = false python-versions = ">=3.8" -groups = ["dev", "proxy-dev"] files = [ {file = "opentelemetry_exporter_otlp_proto_common-1.25.0-py3-none-any.whl", hash = "sha256:15637b7d580c2675f70246563363775b4e6de947871e01d0f4e3881d1848d693"}, {file = "opentelemetry_exporter_otlp_proto_common-1.25.0.tar.gz", hash = "sha256:c93f4e30da4eee02bacd1e004eb82ce4da143a2f8e15b987a9f603e0a85407d3"}, @@ -3797,7 +3437,6 @@ version = "1.25.0" description = "OpenTelemetry Collector Protobuf over gRPC Exporter" optional = false python-versions = ">=3.8" -groups = ["dev", "proxy-dev"] files = [ {file = "opentelemetry_exporter_otlp_proto_grpc-1.25.0-py3-none-any.whl", hash = "sha256:3131028f0c0a155a64c430ca600fd658e8e37043cb13209f0109db5c1a3e4eb4"}, {file = "opentelemetry_exporter_otlp_proto_grpc-1.25.0.tar.gz", hash = "sha256:c0b1661415acec5af87625587efa1ccab68b873745ca0ee96b69bb1042087eac"}, @@ -3818,7 +3457,6 @@ version = "1.25.0" description = "OpenTelemetry Collector Protobuf over HTTP Exporter" optional = false python-versions = ">=3.8" -groups = ["dev", "proxy-dev"] files = [ {file = "opentelemetry_exporter_otlp_proto_http-1.25.0-py3-none-any.whl", hash = "sha256:2eca686ee11b27acd28198b3ea5e5863a53d1266b91cda47c839d95d5e0541a6"}, {file = "opentelemetry_exporter_otlp_proto_http-1.25.0.tar.gz", hash = "sha256:9f8723859e37c75183ea7afa73a3542f01d0fd274a5b97487ea24cb683d7d684"}, @@ -3839,12 +3477,10 @@ version = "1.25.0" description = "OpenTelemetry Python Proto" optional = false python-versions = ">=3.8" -groups = ["main", "dev", "proxy-dev"] files = [ {file = "opentelemetry_proto-1.25.0-py3-none-any.whl", hash = "sha256:f07e3341c78d835d9b86665903b199893befa5e98866f63d22b00d0b7ca4972f"}, {file = "opentelemetry_proto-1.25.0.tar.gz", hash = "sha256:35b6ef9dc4a9f7853ecc5006738ad40443701e52c26099e197895cbda8b815a3"}, ] -markers = {main = "python_version >= \"3.10\" and extra == \"mlflow\""} [package.dependencies] protobuf = ">=3.19,<5.0" @@ -3855,12 +3491,10 @@ version = "1.25.0" description = 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== \"proxy\") and python_version < \"3.14\" or extra == \"proxy\"" files = [ {file = "redis-5.3.1-py3-none-any.whl", hash = "sha256:dc1909bd24669cc31b5f67a039700b16ec30571096c5f1f0d9d2324bff31af97"}, {file = "redis-5.3.1.tar.gz", hash = "sha256:ca49577a531ea64039b5a36db3d6cd1a0c7a60c34124d46924a45b956e8cf14c"}, @@ -5193,8 +4788,6 @@ version = "0.4.1" description = "Python client library and CLI for using Redis as a vector database" optional = true python-versions = "<3.14,>=3.9" -groups = ["main"] -markers = "python_version >= \"3.9\" and extra == \"extra-proxy\" and python_version < \"3.14\"" files = [ {file = "redisvl-0.4.1-py3-none-any.whl", hash = "sha256:6db5d5bc95b1fe8032a1cdae74ce1c65bc7fe9054e5429b5d34d5a91d28bae5f"}, {file = "redisvl-0.4.1.tar.gz", hash = "sha256:fd6a36426ba94792c0efca20915c31232d4ee3cc58eb23794a62c142696401e6"}, @@ -5219,7 +4812,7 @@ bedrock = ["boto3[bedrock] (>=1.36.0,<2.0.0)"] cohere = ["cohere (>=4.44)"] mistralai = ["mistralai (>=1.0.0)"] openai = 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files = [ {file = "regex-2024.11.6-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ff590880083d60acc0433f9c3f713c51f7ac6ebb9adf889c79a261ecf541aa91"}, {file = "regex-2024.11.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:658f90550f38270639e83ce492f27d2c8d2cd63805c65a13a14d36ca126753f0"}, @@ -5349,7 +4940,6 @@ version = "2.31.0" description = "Python HTTP for Humans." optional = false python-versions = ">=3.7" -groups = ["main", "dev", "proxy-dev"] files = [ {file = "requests-2.31.0-py3-none-any.whl", hash = "sha256:58cd2187c01e70e6e26505bca751777aa9f2ee0b7f4300988b709f44e013003f"}, {file = "requests-2.31.0.tar.gz", hash = "sha256:942c5a758f98d790eaed1a29cb6eefc7ffb0d1cf7af05c3d2791656dbd6ad1e1"}, @@ -5371,7 +4961,6 @@ version = "1.12.1" description = "Mock out responses from the requests package" optional = false python-versions = ">=3.5" -groups = ["dev"] files = [ {file = "requests-mock-1.12.1.tar.gz", hash = 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"sha256:9374d047a575c8f781b94454db5cab590b6029505f488d12899ddb10a4af1cf4"}, @@ -5417,7 +5003,7 @@ requests = ">=2.30.0,<3.0" urllib3 = ">=1.25.10,<3.0" [package.extras] -tests = ["coverage (>=6.0.0)", "flake8", "mypy", "pytest (>=7.0.0)", "pytest-asyncio", "pytest-cov", "pytest-httpserver", "tomli ; python_version < \"3.11\"", "tomli-w", "types-PyYAML", "types-requests"] +tests = ["coverage (>=6.0.0)", "flake8", "mypy", "pytest (>=7.0.0)", "pytest-asyncio", "pytest-cov", "pytest-httpserver", "tomli", "tomli-w", "types-PyYAML", "types-requests"] [[package]] name = "respx" @@ -5425,7 +5011,6 @@ version = "0.22.0" description = "A utility for mocking out the Python HTTPX and HTTP Core libraries." optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "respx-0.22.0-py2.py3-none-any.whl", hash = "sha256:631128d4c9aba15e56903fb5f66fb1eff412ce28dd387ca3a81339e52dbd3ad0"}, {file = "respx-0.22.0.tar.gz", hash = "sha256:3c8924caa2a50bd71aefc07aa812f2466ff489f1848c96e954a5362d17095d91"}, @@ -5440,8 +5025,6 @@ version = "13.7.1" description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal" optional = true python-versions = ">=3.7.0" -groups = ["main"] -markers = "extra == \"proxy\"" files = [ {file = "rich-13.7.1-py3-none-any.whl", hash = "sha256:4edbae314f59eb482f54e9e30bf00d33350aaa94f4bfcd4e9e3110e64d0d7222"}, {file = "rich-13.7.1.tar.gz", hash = "sha256:9be308cb1fe2f1f57d67ce99e95af38a1e2bc71ad9813b0e247cf7ffbcc3a432"}, @@ -5461,7 +5044,6 @@ version = "0.20.1" description = "Python bindings to Rust's persistent data structures (rpds)" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "rpds_py-0.20.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:a649dfd735fff086e8a9d0503a9f0c7d01b7912a333c7ae77e1515c08c146dad"}, {file = "rpds_py-0.20.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f16bc1334853e91ddaaa1217045dd7be166170beec337576818461268a3de67f"}, @@ -5574,8 +5156,6 @@ version = "2.3.3" description = "RQ is a simple, lightweight, library for creating background jobs, and processing them." optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"proxy\"" files = [ {file = "rq-2.3.3-py3-none-any.whl", hash = "sha256:2202c4409c4c527ac4bee409867d6c02515dd110030499eb0de54c7374aee0ce"}, {file = "rq-2.3.3.tar.gz", hash = "sha256:20c41c977b6f27c852a41bd855893717402bae7b8d9607dca21fe9dd55453e22"}, @@ -5591,8 +5171,6 @@ version = "4.9.1" description = "Pure-Python RSA implementation" optional = true python-versions = "<4,>=3.6" -groups = ["main"] -markers = "python_version >= \"3.10\" and (extra == \"mlflow\" or extra == \"extra-proxy\") or extra == \"extra-proxy\"" files = [ {file = "rsa-4.9.1-py3-none-any.whl", hash = "sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762"}, {file = "rsa-4.9.1.tar.gz", hash = "sha256:e7bdbfdb5497da4c07dfd35530e1a902659db6ff241e39d9953cad06ebd0ae75"}, @@ -5607,7 +5185,6 @@ version = "0.1.15" description = "An extremely fast Python linter and code formatter, written in Rust." optional = false python-versions = ">=3.7" -groups = ["dev"] files = [ {file = "ruff-0.1.15-py3-none-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:5fe8d54df166ecc24106db7dd6a68d44852d14eb0729ea4672bb4d96c320b7df"}, {file = "ruff-0.1.15-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:6f0bfbb53c4b4de117ac4d6ddfd33aa5fc31beeaa21d23c45c6dd249faf9126f"}, @@ -5634,8 +5211,6 @@ version = "0.11.3" description = "An Amazon S3 Transfer Manager" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"proxy\"" files = [ {file = "s3transfer-0.11.3-py3-none-any.whl", hash = "sha256:ca855bdeb885174b5ffa95b9913622459d4ad8e331fc98eb01e6d5eb6a30655d"}, {file = "s3transfer-0.11.3.tar.gz", hash = "sha256:edae4977e3a122445660c7c114bba949f9d191bae3b34a096f18a1c8c354527a"}, @@ -5653,8 +5228,6 @@ version = "1.7.2" description = "A set of python modules for machine learning and data mining" optional = true python-versions = ">=3.10" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"mlflow\"" files = [ {file = "scikit_learn-1.7.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:6b33579c10a3081d076ab403df4a4190da4f4432d443521674637677dc91e61f"}, {file = "scikit_learn-1.7.2-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:36749fb62b3d961b1ce4fedf08fa57a1986cd409eff2d783bca5d4b9b5fce51c"}, @@ -5710,8 +5283,6 @@ version = "1.15.3" description = "Fundamental algorithms for scientific computing in Python" optional = true python-versions = ">=3.10" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"mlflow\"" files = [ {file = "scipy-1.15.3-cp310-cp310-macosx_10_13_x86_64.whl", hash = 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(>=0.7.1,<0.8.0)"] local = ["llama-cpp-python (>=0.2.28,<0.3.0)", "torch (>=2.1.0,<3.0.0)", "transformers (>=4.36.2,<5.0.0)"] @@ -5802,7 +5371,6 @@ version = "1.17.0" description = "Python 2 and 3 compatibility utilities" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" -groups = ["main", "proxy-dev"] files = [ {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"}, {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"}, @@ -5814,8 +5382,6 @@ version = "5.0.2" description = "A pure Python implementation of a sliding window memory map manager" optional = true python-versions = ">=3.7" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"mlflow\"" files = [ {file = "smmap-5.0.2-py3-none-any.whl", hash = "sha256:b30115f0def7d7531d22a0fb6502488d879e75b260a9db4d0819cfb25403af5e"}, {file = "smmap-5.0.2.tar.gz", hash = "sha256:26ea65a03958fa0c8a1c7e8c7a58fdc77221b8910f6be2131affade476898ad5"}, @@ -5827,7 +5393,6 @@ version = "1.3.1" description = "Sniff out which async library your code is running under" optional = false python-versions = ">=3.7" -groups = ["main", "dev", "proxy-dev"] files = [ {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"}, {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"}, @@ -5839,21 +5404,40 @@ version = "3.0.1" description = "This package provides 32 stemmers for 30 languages generated from Snowball algorithms." optional = true python-versions = "!=3.0.*,!=3.1.*,!=3.2.*" -groups = ["main"] -markers = "extra == \"utils\"" files = [ {file = "snowballstemmer-3.0.1-py3-none-any.whl", hash = "sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064"}, {file = "snowballstemmer-3.0.1.tar.gz", hash = "sha256:6d5eeeec8e9f84d4d56b847692bacf79bc2c8e90c7f80ca4444ff8b6f2e52895"}, ] +[[package]] +name = "soundfile" +version = "0.12.1" +description = "An audio library based on libsndfile, CFFI and NumPy" +optional = true +python-versions = "*" +files = [ + {file = "soundfile-0.12.1-py2.py3-none-any.whl", hash = "sha256:828a79c2e75abab5359f780c81dccd4953c45a2c4cd4f05ba3e233ddf984b882"}, + {file = "soundfile-0.12.1-py2.py3-none-macosx_10_9_x86_64.whl", hash = "sha256:d922be1563ce17a69582a352a86f28ed8c9f6a8bc951df63476ffc310c064bfa"}, + {file = "soundfile-0.12.1-py2.py3-none-macosx_11_0_arm64.whl", hash = "sha256:bceaab5c4febb11ea0554566784bcf4bc2e3977b53946dda2b12804b4fe524a8"}, + {file = "soundfile-0.12.1-py2.py3-none-manylinux_2_17_x86_64.whl", hash = "sha256:2dc3685bed7187c072a46ab4ffddd38cef7de9ae5eb05c03df2ad569cf4dacbc"}, + {file = "soundfile-0.12.1-py2.py3-none-manylinux_2_31_x86_64.whl", hash = "sha256:074247b771a181859d2bc1f98b5ebf6d5153d2c397b86ee9e29ba602a8dfe2a6"}, + {file = 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extension which outputs Apple help books" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"utils\"" files = [ {file = "sphinxcontrib-applehelp-1.0.4.tar.gz", hash = "sha256:828f867945bbe39817c210a1abfd1bc4895c8b73fcaade56d45357a348a07d7e"}, {file = "sphinxcontrib_applehelp-1.0.4-py3-none-any.whl", hash = "sha256:29d341f67fb0f6f586b23ad80e072c8e6ad0b48417db2bde114a4c9746feb228"}, @@ -5906,8 +5488,6 @@ version = "1.0.2" description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document." optional = true python-versions = ">=3.5" -groups = ["main"] -markers = "extra == \"utils\"" files = [ {file = "sphinxcontrib-devhelp-1.0.2.tar.gz", hash = "sha256:ff7f1afa7b9642e7060379360a67e9c41e8f3121f2ce9164266f61b9f4b338e4"}, {file = "sphinxcontrib_devhelp-1.0.2-py2.py3-none-any.whl", hash = "sha256:8165223f9a335cc1af7ffe1ed31d2871f325254c0423bc0c4c7cd1c1e4734a2e"}, @@ -5923,8 +5503,6 @@ version = "2.0.1" description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"utils\"" files = [ {file = "sphinxcontrib-htmlhelp-2.0.1.tar.gz", hash = "sha256:0cbdd302815330058422b98a113195c9249825d681e18f11e8b1f78a2f11efff"}, {file = "sphinxcontrib_htmlhelp-2.0.1-py3-none-any.whl", hash = "sha256:c38cb46dccf316c79de6e5515e1770414b797162b23cd3d06e67020e1d2a6903"}, @@ -5940,8 +5518,6 @@ version = "1.0.1" description = "A sphinx extension which renders display math in HTML via JavaScript" optional = true python-versions = ">=3.5" -groups = ["main"] -markers = "extra == \"utils\"" files = [ {file = "sphinxcontrib-jsmath-1.0.1.tar.gz", hash = "sha256:a9925e4a4587247ed2191a22df5f6970656cb8ca2bd6284309578f2153e0c4b8"}, {file = "sphinxcontrib_jsmath-1.0.1-py2.py3-none-any.whl", hash = "sha256:2ec2eaebfb78f3f2078e73666b1415417a116cc848b72e5172e596c871103178"}, @@ -5956,8 +5532,6 @@ version = "1.0.3" description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document." optional = true python-versions = ">=3.5" -groups = ["main"] -markers = "extra == \"utils\"" files = [ {file = "sphinxcontrib-qthelp-1.0.3.tar.gz", hash = "sha256:4c33767ee058b70dba89a6fc5c1892c0d57a54be67ddd3e7875a18d14cba5a72"}, {file = "sphinxcontrib_qthelp-1.0.3-py2.py3-none-any.whl", hash = "sha256:bd9fc24bcb748a8d51fd4ecaade681350aa63009a347a8c14e637895444dfab6"}, @@ -5973,8 +5547,6 @@ version = "1.1.5" description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)." optional = true python-versions = ">=3.5" -groups = ["main"] -markers = "extra == \"utils\"" files = [ {file = "sphinxcontrib-serializinghtml-1.1.5.tar.gz", hash = "sha256:aa5f6de5dfdf809ef505c4895e51ef5c9eac17d0f287933eb49ec495280b6952"}, {file = "sphinxcontrib_serializinghtml-1.1.5-py2.py3-none-any.whl", hash = "sha256:352a9a00ae864471d3a7ead8d7d79f5fc0b57e8b3f95e9867eb9eb28999b92fd"}, @@ -5990,8 +5562,6 @@ version = "2.0.44" description = "Database Abstraction Library" optional = true python-versions = ">=3.7" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"mlflow\"" files = [ {file = "SQLAlchemy-2.0.44-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:471733aabb2e4848d609141a9e9d56a427c0a038f4abf65dd19d7a21fd563632"}, {file = "SQLAlchemy-2.0.44-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:48bf7d383a35e668b984c805470518b635d48b95a3c57cb03f37eaa3551b5f9f"}, @@ -6087,8 +5657,6 @@ version = "0.5.3" description = "A non-validating SQL parser." optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"mlflow\"" files = [ {file = "sqlparse-0.5.3-py3-none-any.whl", hash = "sha256:cf2196ed3418f3ba5de6af7e82c694a9fbdbfecccdfc72e281548517081f16ca"}, {file = "sqlparse-0.5.3.tar.gz", hash = "sha256:09f67787f56a0b16ecdbde1bfc7f5d9c3371ca683cfeaa8e6ff60b4807ec9272"}, @@ -6104,8 +5672,6 @@ version = "2.1.3" description = "SSE plugin for Starlette" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"proxy\"" files = [ {file = "sse_starlette-2.1.3-py3-none-any.whl", hash = "sha256:8ec846438b4665b9e8c560fcdea6bc8081a3abf7942faa95e5a744999d219772"}, {file = "sse_starlette-2.1.3.tar.gz", hash = "sha256:9cd27eb35319e1414e3d2558ee7414487f9529ce3b3cf9b21434fd110e017169"}, @@ -6125,15 +5691,14 @@ version = "0.44.0" description = "The little ASGI library that shines." optional = false python-versions = ">=3.8" -groups = ["main", "dev"] files = [ {file = "starlette-0.44.0-py3-none-any.whl", hash = "sha256:19edeb75844c16dcd4f9dd72f22f9108c1539f3fc9c4c88885654fef64f85aea"}, {file = "starlette-0.44.0.tar.gz", hash = "sha256:e35166950a3ccccc701962fe0711db0bc14f2ecd37c6f9fe5e3eae0cbaea8715"}, ] -markers = {main = "python_version >= \"3.10\" and (extra == \"mlflow\" or extra == \"proxy\") or extra == \"proxy\""} [package.dependencies] anyio = ">=3.4.0,<5" +typing-extensions = {version = ">=3.10.0", markers = "python_version < \"3.10\""} [package.extras] full = ["httpx (>=0.27.0,<0.29.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.18)", "pyyaml"] @@ -6144,8 +5709,6 @@ version = "0.9.0" description = "Pretty-print tabular data" optional = true python-versions = ">=3.7" -groups = ["main"] -markers = "python_version >= \"3.9\" and (extra == \"extra-proxy\" or extra == \"utils\") and python_version < \"3.14\" or extra == \"utils\"" files = [ {file = "tabulate-0.9.0-py3-none-any.whl", hash = "sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f"}, {file = "tabulate-0.9.0.tar.gz", hash = "sha256:0095b12bf5966de529c0feb1fa08671671b3368eec77d7ef7ab114be2c068b3c"}, @@ -6160,8 +5723,6 @@ version = "0.2.2" description = "backport of asyncio.TaskGroup, asyncio.Runner and asyncio.timeout" optional = false python-versions = "*" -groups = ["proxy-dev"] -markers = "python_version <= \"3.10\"" files = [ {file = "taskgroup-0.2.2-py2.py3-none-any.whl", hash = "sha256:e2c53121609f4ae97303e9ea1524304b4de6faf9eb2c9280c7f87976479a52fb"}, {file = "taskgroup-0.2.2.tar.gz", hash = "sha256:078483ac3e78f2e3f973e2edbf6941374fbea81b9c5d0a96f51d297717f4752d"}, @@ -6177,8 +5738,6 @@ version = "9.1.2" description = "Retry code until it succeeds" optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "python_version >= \"3.9\" and extra == \"extra-proxy\" and python_version < \"3.14\"" files = [ {file = "tenacity-9.1.2-py3-none-any.whl", hash = "sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138"}, {file = "tenacity-9.1.2.tar.gz", hash = "sha256:1169d376c297e7de388d18b4481760d478b0e99a777cad3a9c86e556f4b697cb"}, @@ -6194,8 +5753,6 @@ version = "3.6.0" description = "threadpoolctl" optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"mlflow\"" files = [ {file = "threadpoolctl-3.6.0-py3-none-any.whl", hash = "sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb"}, {file = "threadpoolctl-3.6.0.tar.gz", hash = "sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e"}, @@ -6207,7 +5764,6 @@ version = "0.7.0" description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "tiktoken-0.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:485f3cc6aba7c6b6ce388ba634fbba656d9ee27f766216f45146beb4ac18b25f"}, {file = "tiktoken-0.7.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e54be9a2cd2f6d6ffa3517b064983fb695c9a9d8aa7d574d1ef3c3f931a99225"}, @@ -6260,7 +5816,6 @@ version = "0.21.0" description = "" optional = false python-versions = ">=3.7" -groups = ["main"] files = [ {file = "tokenizers-0.21.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:3c4c93eae637e7d2aaae3d376f06085164e1660f89304c0ab2b1d08a406636b2"}, {file = "tokenizers-0.21.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:f53ea537c925422a2e0e92a24cce96f6bc5046bbef24a1652a5edc8ba975f62e"}, @@ -6293,8 +5848,6 @@ version = "2.3.0" description = "A lil' TOML parser" optional = false python-versions = ">=3.8" -groups = ["main", "dev", "proxy-dev"] -markers = "python_version <= \"3.10\"" files = [ {file = "tomli-2.3.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:88bd15eb972f3664f5ed4b57c1634a97153b4bac4479dcb6a495f41921eb7f45"}, {file = "tomli-2.3.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:883b1c0d6398a6a9d29b508c331fa56adbcdff647f6ace4dfca0f50e90dfd0ba"}, @@ -6346,7 +5899,6 @@ version = "0.13.3" description = "Style preserving TOML library" optional = false python-versions = ">=3.8" -groups = ["main", "proxy-dev"] files = [ {file = "tomlkit-0.13.3-py3-none-any.whl", hash = "sha256:c89c649d79ee40629a9fda55f8ace8c6a1b42deb912b2a8fd8d942ddadb606b0"}, {file = "tomlkit-0.13.3.tar.gz", hash = "sha256:430cf247ee57df2b94ee3fbe588e71d362a941ebb545dec29b53961d61add2a1"}, @@ -6358,7 +5910,6 @@ version = "4.67.1" description = "Fast, Extensible Progress Meter" optional = false python-versions = ">=3.7" -groups = ["main"] files = [ {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"}, {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"}, @@ -6380,7 +5931,6 @@ version = "1.16.0.20241221" description = "Typing stubs for cffi" optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "types_cffi-1.16.0.20241221-py3-none-any.whl", hash = "sha256:e5b76b4211d7a9185f6ab8d06a106d56c7eb80af7cdb8bfcb4186ade10fb112f"}, {file = "types_cffi-1.16.0.20241221.tar.gz", hash = "sha256:1c96649618f4b6145f58231acb976e0b448be6b847f7ab733dabe62dfbff6591"}, @@ -6395,7 +5945,6 @@ version = "24.1.0.20240722" description = "Typing stubs for pyOpenSSL" optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "types-pyOpenSSL-24.1.0.20240722.tar.gz", hash = "sha256:47913b4678a01d879f503a12044468221ed8576263c1540dcb0484ca21b08c39"}, {file = "types_pyOpenSSL-24.1.0.20240722-py3-none-any.whl", hash = "sha256:6a7a5d2ec042537934cfb4c9d4deb0e16c4c6250b09358df1f083682fe6fda54"}, @@ -6411,7 +5960,6 @@ version = "6.0.12.20241230" description = "Typing stubs for PyYAML" optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "types_PyYAML-6.0.12.20241230-py3-none-any.whl", hash = "sha256:fa4d32565219b68e6dee5f67534c722e53c00d1cfc09c435ef04d7353e1e96e6"}, {file = "types_pyyaml-6.0.12.20241230.tar.gz", hash = "sha256:7f07622dbd34bb9c8b264fe860a17e0efcad00d50b5f27e93984909d9363498c"}, @@ -6423,7 +5971,6 @@ version = "4.6.0.20241004" description = "Typing stubs for redis" optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "types-redis-4.6.0.20241004.tar.gz", hash = "sha256:5f17d2b3f9091ab75384153bfa276619ffa1cf6a38da60e10d5e6749cc5b902e"}, {file = "types_redis-4.6.0.20241004-py3-none-any.whl", hash = "sha256:ef5da68cb827e5f606c8f9c0b49eeee4c2669d6d97122f301d3a55dc6a63f6ed"}, @@ -6439,8 +5986,6 @@ version = "2.31.0.6" description = "Typing stubs for requests" optional = false python-versions = ">=3.7" -groups = ["dev"] -markers = "python_version < \"3.10\"" files = [ {file = "types-requests-2.31.0.6.tar.gz", hash = "sha256:cd74ce3b53c461f1228a9b783929ac73a666658f223e28ed29753771477b3bd0"}, {file = "types_requests-2.31.0.6-py3-none-any.whl", hash = "sha256:a2db9cb228a81da8348b49ad6db3f5519452dd20a9c1e1a868c83c5fe88fd1a9"}, @@ -6455,8 +6000,6 @@ version = "2.32.0.20241016" description = "Typing stubs for requests" optional = false python-versions = ">=3.8" -groups = ["dev"] -markers = "python_version >= \"3.10\"" files = [ {file = "types-requests-2.32.0.20241016.tar.gz", hash = "sha256:0d9cad2f27515d0e3e3da7134a1b6f28fb97129d86b867f24d9c726452634d95"}, {file = "types_requests-2.32.0.20241016-py3-none-any.whl", hash = "sha256:4195d62d6d3e043a4eaaf08ff8a62184584d2e8684e9d2aa178c7915a7da3747"}, @@ -6471,7 +6014,6 @@ version = "75.8.0.20250110" description = "Typing stubs for setuptools" optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "types_setuptools-75.8.0.20250110-py3-none-any.whl", hash = "sha256:a9f12980bbf9bcdc23ecd80755789085bad6bfce4060c2275bc2b4ca9f2bc480"}, {file = "types_setuptools-75.8.0.20250110.tar.gz", hash = "sha256:96f7ec8bbd6e0a54ea180d66ad68ad7a1d7954e7281a710ea2de75e355545271"}, @@ -6483,8 +6025,6 @@ version = "1.26.25.14" description = "Typing stubs for urllib3" optional = false python-versions = "*" -groups = ["dev"] -markers = "python_version < \"3.10\"" files = [ {file = "types-urllib3-1.26.25.14.tar.gz", hash = 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"sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7"}, {file = "typing_inspection-0.4.2.tar.gz", hash = "sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464"}, @@ -6524,8 +6061,6 @@ version = "2025.2" description = "Provider of IANA time zone data" optional = true python-versions = ">=2" -groups = ["main"] -markers = "python_version >= \"3.10\" and platform_system == \"Windows\" and (extra == \"proxy\" or extra == \"mlflow\") or python_version >= \"3.10\" and extra == \"mlflow\" or platform_system == \"Windows\" and extra == \"proxy\"" files = [ {file = "tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"}, {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"}, @@ -6537,8 +6072,6 @@ version = "5.2" description = "tzinfo object for the local timezone" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"proxy\"" files = [ {file = "tzlocal-5.2-py3-none-any.whl", hash = "sha256:49816ef2fe65ea8ac19d19aa7a1ae0551c834303d5014c6d5a62e4cbda8047b8"}, {file = "tzlocal-5.2.tar.gz", hash = "sha256:8d399205578f1a9342816409cc1e46a93ebd5755e39ea2d85334bea911bf0e6e"}, @@ -6557,16 +6090,14 @@ version = "1.26.20" description = "HTTP library with thread-safe connection pooling, file post, and more." optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7" -groups = ["main", "dev", "proxy-dev"] -markers = "python_version < \"3.10\"" files = [ {file = "urllib3-1.26.20-py2.py3-none-any.whl", hash = "sha256:0ed14ccfbf1c30a9072c7ca157e4319b70d65f623e91e7b32fadb2853431016e"}, {file = "urllib3-1.26.20.tar.gz", hash = "sha256:40c2dc0c681e47eb8f90e7e27bf6ff7df2e677421fd46756da1161c39ca70d32"}, ] [package.extras] -brotli = ["brotli (==1.0.9) ; os_name != \"nt\" and python_version < \"3\" and platform_python_implementation == \"CPython\"", "brotli (>=1.0.9) ; python_version >= \"3\" and platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; (os_name != \"nt\" or python_version >= \"3\") and platform_python_implementation != \"CPython\"", "brotlipy (>=0.6.0) ; os_name == \"nt\" and python_version < \"3\""] -secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress ; python_version == \"2.7\"", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"] +brotli = ["brotli (==1.0.9)", "brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"] +secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"] socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"] [[package]] @@ -6575,15 +6106,13 @@ version = "2.2.3" description = "HTTP library with thread-safe connection pooling, file post, and more." optional = false python-versions = ">=3.8" -groups = ["main", "dev", "proxy-dev"] -markers = "python_version >= \"3.10\"" files = [ {file = "urllib3-2.2.3-py3-none-any.whl", hash = "sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac"}, {file = "urllib3-2.2.3.tar.gz", hash = "sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9"}, ] [package.extras] -brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""] +brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"] h2 = ["h2 (>=4,<5)"] socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"] zstd = ["zstandard (>=0.18.0)"] @@ -6594,8 +6123,6 @@ version = "0.29.0" description = "The lightning-fast ASGI server." optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "python_version >= \"3.10\" and (extra == \"mlflow\" or extra == \"proxy\") or extra == \"proxy\"" files = [ {file = "uvicorn-0.29.0-py3-none-any.whl", hash = "sha256:2c2aac7ff4f4365c206fd773a39bf4ebd1047c238f8b8268ad996829323473de"}, {file = "uvicorn-0.29.0.tar.gz", hash = "sha256:6a69214c0b6a087462412670b3ef21224fa48cae0e452b5883e8e8bdfdd11dd0"}, @@ -6607,7 +6134,7 @@ h11 = ">=0.8" typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""} [package.extras] -standard = ["colorama (>=0.4) ; sys_platform == \"win32\"", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1) ; sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\"", "watchfiles (>=0.13)", "websockets (>=10.4)"] +standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"] [[package]] name = "uvloop" @@ -6615,8 +6142,6 @@ version = "0.21.0" description = "Fast implementation of asyncio event loop on top of libuv" optional = true python-versions = ">=3.8.0" -groups = ["main"] -markers = "sys_platform != \"win32\" and extra == \"proxy\"" files = [ {file = "uvloop-0.21.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ec7e6b09a6fdded42403182ab6b832b71f4edaf7f37a9a0e371a01db5f0cb45f"}, {file = "uvloop-0.21.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:196274f2adb9689a289ad7d65700d37df0c0930fd8e4e743fa4834e850d7719d"}, @@ -6668,8 +6193,6 @@ version = "3.0.2" description = "Waitress WSGI server" optional = true python-versions = ">=3.9.0" -groups = ["main"] -markers = "python_version >= \"3.10\" and platform_system == \"Windows\" and extra == \"mlflow\"" files = [ {file = "waitress-3.0.2-py3-none-any.whl", hash = "sha256:c56d67fd6e87c2ee598b76abdd4e96cfad1f24cacdea5078d382b1f9d7b5ed2e"}, {file = "waitress-3.0.2.tar.gz", hash = "sha256:682aaaf2af0c44ada4abfb70ded36393f0e307f4ab9456a215ce0020baefc31f"}, @@ -6685,8 +6208,6 @@ version = "13.1" description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)" optional = true python-versions = ">=3.8" -groups = ["main"] -markers = "extra == \"proxy\"" files = [ {file = "websockets-13.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:f48c749857f8fb598fb890a75f540e3221d0976ed0bf879cf3c7eef34151acee"}, {file = "websockets-13.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c7e72ce6bda6fb9409cc1e8164dd41d7c91466fb599eb047cfda72fe758a34a7"}, @@ -6782,8 +6303,6 @@ version = "3.1.3" description = "The comprehensive WSGI web application library." optional = true python-versions = ">=3.9" -groups = ["main"] -markers = "python_version >= \"3.10\" and extra == \"mlflow\"" files = [ {file = "werkzeug-3.1.3-py3-none-any.whl", hash = "sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e"}, {file = "werkzeug-3.1.3.tar.gz", hash = "sha256:60723ce945c19328679790e3282cc758aa4a6040e4bb330f53d30fa546d44746"}, @@ -6801,7 +6320,6 @@ version = "1.17.3" description = "Module for decorators, wrappers and monkey patching." optional = false python-versions = ">=3.8" -groups = ["main", "dev", "proxy-dev"] files = [ {file = "wrapt-1.17.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:88bbae4d40d5a46142e70d58bf664a89b6b4befaea7b2ecc14e03cedb8e06c04"}, {file = "wrapt-1.17.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e6b13af258d6a9ad602d57d889f83b9d5543acd471eee12eb51f5b01f8eb1bc2"}, @@ -6885,7 +6403,6 @@ files = [ {file = "wrapt-1.17.3-py3-none-any.whl", hash = "sha256:7171ae35d2c33d326ac19dd8facb1e82e5fd04ef8c6c0e394d7af55a55051c22"}, {file = "wrapt-1.17.3.tar.gz", hash = "sha256:f66eb08feaa410fe4eebd17f2a2c8e2e46d3476e9f8c783daa8e09e0faa666d0"}, ] -markers = {main = "python_version >= \"3.10\""} [[package]] name = "wsproto" @@ -6893,7 +6410,6 @@ version = "1.2.0" description = "WebSockets state-machine based protocol implementation" optional = false python-versions = ">=3.7.0" -groups = ["proxy-dev"] files = [ {file = "wsproto-1.2.0-py3-none-any.whl", hash = "sha256:b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736"}, {file = "wsproto-1.2.0.tar.gz", hash = "sha256:ad565f26ecb92588a3e43bc3d96164de84cd9902482b130d0ddbaa9664a85065"}, @@ -6908,7 +6424,6 @@ version = "1.15.2" description = "Yet another URL library" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "yarl-1.15.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e4ee8b8639070ff246ad3649294336b06db37a94bdea0d09ea491603e0be73b8"}, {file = "yarl-1.15.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a7cf963a357c5f00cb55b1955df8bbe68d2f2f65de065160a1c26b85a1e44172"}, @@ -7021,29 +6536,28 @@ version = "3.20.2" description = "Backport of pathlib-compatible object wrapper for zip files" optional = false python-versions = ">=3.8" -groups = ["main", "dev", "proxy-dev"] files = [ {file = "zipp-3.20.2-py3-none-any.whl", hash = "sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350"}, {file = "zipp-3.20.2.tar.gz", hash = "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"}, ] [package.extras] -check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] cover = ["pytest-cov"] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] enabler = ["pytest-enabler (>=2.2)"] -test = ["big-O", "importlib-resources ; python_version < \"3.9\"", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] +test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] type = ["pytest-mypy"] [extras] caching = ["diskcache"] extra-proxy = ["azure-identity", "azure-keyvault-secrets", "google-cloud-iam", "google-cloud-kms", "prisma", "redisvl", "resend"] mlflow = ["mlflow"] -proxy = ["PyJWT", "apscheduler", "azure-identity", "azure-storage-blob", "backoff", "boto3", "cryptography", "fastapi", "fastapi-sso", "gunicorn", "litellm-enterprise", "litellm-proxy-extras", "mcp", "orjson", "polars", "pynacl", "python-multipart", "pyyaml", "rich", "rq", "uvicorn", "uvloop", "websockets"] +proxy = ["PyJWT", "apscheduler", "azure-identity", "azure-storage-blob", "backoff", "boto3", "cryptography", "fastapi", "fastapi-sso", "gunicorn", "litellm-enterprise", "litellm-proxy-extras", "mcp", "orjson", "polars", "pynacl", "python-multipart", "pyyaml", "rich", "rq", "soundfile", "uvicorn", "uvloop", "websockets"] semantic-router = ["semantic-router"] utils = ["numpydoc"] [metadata] -lock-version = "2.1" +lock-version = "2.0" python-versions = ">=3.8.1,<4.0, !=3.9.7" -content-hash = "0d7229696f1c29a3b08e59c18364eb823ab664adce5573985b983152e4030908" +content-hash = "9aa69423e29fd687063c54a6afa789fd19f3828cddcd94cbf4ee5bda17d13b32" diff --git a/pyproject.toml b/pyproject.toml index b8490024ee..204abb79ac 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -66,6 +66,7 @@ diskcache = {version = "^5.6.1", optional = true} polars = {version = "^1.31.0", optional = true, python = ">=3.10"} semantic-router = {version = "*", optional = true, python = ">=3.9"} mlflow = {version = ">3.1.4", optional = true, python = ">=3.10"} +soundfile = {version = "^0.12.1", optional = true} [tool.poetry.extras] proxy = [ @@ -92,6 +93,7 @@ proxy = [ "litellm-enterprise", "rich", "polars", + "soundfile", ] extra_proxy = [ diff --git a/requirements.txt b/requirements.txt index a997ce29cb..cf2ce85e52 100644 --- a/requirements.txt +++ b/requirements.txt @@ -58,6 +58,7 @@ tenacity==8.5.0 # for retrying requests, when litellm.num_retries set pydantic==2.10.2 # proxy + openai req. jsonschema==4.22.0 # validating json schema websockets==13.1.0 # for realtime API +soundfile==0.12.1 # for audio file processing ######################## # LITELLM ENTERPRISE DEPENDENCIES diff --git a/tests/test_litellm/litellm_core_utils/test_audio_utils.py b/tests/test_litellm/litellm_core_utils/test_audio_utils.py index 9efabdede0..2fbb21e7c9 100644 --- a/tests/test_litellm/litellm_core_utils/test_audio_utils.py +++ b/tests/test_litellm/litellm_core_utils/test_audio_utils.py @@ -11,6 +11,7 @@ import pytest from litellm.litellm_core_utils.audio_utils.utils import ( ProcessedAudioFile, + calculate_request_duration, get_audio_file_for_health_check, get_audio_file_name, process_audio_file, @@ -24,7 +25,7 @@ class TestProcessAudioFile: """Test processing raw bytes input""" audio_data = b"fake audio data" result = process_audio_file(audio_data) - + assert isinstance(result, ProcessedAudioFile) assert result.file_content == audio_data assert result.filename == "audio.wav" @@ -34,7 +35,7 @@ class TestProcessAudioFile: """Test processing bytearray input""" audio_data = bytearray(b"fake audio data") result = process_audio_file(audio_data) - + assert isinstance(result, ProcessedAudioFile) assert result.file_content == bytes(audio_data) assert result.filename == "audio.wav" @@ -43,14 +44,14 @@ class TestProcessAudioFile: def test_process_file_path_input(self): """Test processing file path input""" test_content = b"test audio content" - + with tempfile.NamedTemporaryFile(suffix=".mp3", delete=False) as temp_file: temp_file.write(test_content) temp_file_path = temp_file.name - + try: result = process_audio_file(temp_file_path) - + assert isinstance(result, ProcessedAudioFile) assert result.file_content == test_content assert result.filename == os.path.basename(temp_file_path) @@ -63,9 +64,9 @@ class TestProcessAudioFile: filename = "test.wav" audio_data = b"fake audio data" audio_tuple = (filename, audio_data) - + result = process_audio_file(audio_tuple) - + assert isinstance(result, ProcessedAudioFile) assert result.file_content == audio_data assert result.filename == filename @@ -74,17 +75,17 @@ class TestProcessAudioFile: def test_process_tuple_input_with_file_path(self): """Test processing tuple input with file path content""" test_content = b"test audio content" - + with tempfile.NamedTemporaryFile(suffix=".flac", delete=False) as temp_file: temp_file.write(test_content) temp_file_path = temp_file.name - + try: filename = "custom_name.flac" audio_tuple = (filename, temp_file_path) - + result = process_audio_file(audio_tuple) - + assert isinstance(result, ProcessedAudioFile) assert result.file_content == test_content assert result.filename == filename @@ -97,14 +98,14 @@ class TestProcessAudioFile: test_content = b"test audio content" file_obj = io.BytesIO(test_content) file_obj.name = "test_audio.ogg" - + result = process_audio_file(file_obj) - + assert isinstance(result, ProcessedAudioFile) assert result.file_content == test_content assert result.filename == "test_audio.ogg" assert result.content_type == "audio/ogg" - + # Verify file pointer was reset assert file_obj.tell() == 0 @@ -112,9 +113,9 @@ class TestProcessAudioFile: """Test processing file-like object without name attribute""" test_content = b"test audio content" file_obj = io.BytesIO(test_content) - + result = process_audio_file(file_obj) - + assert isinstance(result, ProcessedAudioFile) assert result.file_content == test_content assert result.filename == "audio.wav" @@ -124,17 +125,17 @@ class TestProcessAudioFile: """Test processing tuple with file-like object as content""" test_content = b"test audio content" file_obj = io.BytesIO(test_content) - + filename = "custom.mp3" audio_tuple = (filename, file_obj) - + result = process_audio_file(audio_tuple) - + assert isinstance(result, ProcessedAudioFile) assert result.file_content == test_content assert result.filename == filename assert result.content_type == "audio/mpeg" - + # Verify file pointer was reset assert file_obj.tell() == 0 @@ -148,7 +149,7 @@ class TestProcessAudioFile: ("test.aac", "audio/aac"), ("test.m4a", "audio/x-m4a"), ] - + for filename, expected_mime_type in test_cases: audio_tuple = (filename, b"fake content") result = process_audio_file(audio_tuple) @@ -158,24 +159,25 @@ class TestProcessAudioFile: """Test MIME type fallback for unknown file extensions""" audio_tuple = ("test.unknown", b"fake content") result = process_audio_file(audio_tuple) - + assert result.content_type == "audio/wav" # Should fallback to default def test_process_pathlike_object(self): """Test processing os.PathLike object""" test_content = b"test audio content" - + with tempfile.NamedTemporaryFile(suffix=".wav", delete=False) as temp_file: temp_file.write(test_content) temp_file_path = temp_file.name - + try: # Convert to pathlib.Path from pathlib import Path + path_obj = Path(temp_file_path) - + result = process_audio_file(path_obj) - + assert isinstance(result, ProcessedAudioFile) assert result.file_content == test_content assert result.filename == os.path.basename(temp_file_path) @@ -202,7 +204,62 @@ class TestProcessAudioFile: """Test tuple with None filename gets default name""" audio_tuple = (None, b"fake content") result = process_audio_file(audio_tuple) - + assert result.filename == "audio.wav" assert result.content_type == "audio/wav" + +class TestCalculateRequestDuration: + """Test the calculate_request_duration function""" + + @pytest.mark.skipif( + os.environ.get("SKIP_AUDIO_TESTS") == "true", + reason="Skipping audio tests - soundfile may not be available", + ) + def test_bytesio_at_end_position(self): + """ + Test that calculate_request_duration handles BytesIO with file pointer at end. + This reproduces and verifies the fix for the OGG file bug where BytesIO + position was at the end after a previous read(), causing "Format not recognised" error. + """ + # Create a simple WAV file in memory (44 bytes header + some data) + # This is a minimal valid WAV file + wav_header = ( + b"RIFF" + + (36 + 8).to_bytes(4, "little") # ChunkSize + + b"WAVE" + + b"fmt " + + (16).to_bytes(4, "little") # Subchunk1Size + + (1).to_bytes(2, "little") # AudioFormat (PCM) + + (1).to_bytes(2, "little") # NumChannels + + (16000).to_bytes(4, "little") # SampleRate + + (32000).to_bytes(4, "little") # ByteRate + + (2).to_bytes(2, "little") # BlockAlign + + (16).to_bytes(2, "little") # BitsPerSample + + b"data" + + (8).to_bytes(4, "little") # Subchunk2Size + + b"\x00\x00\x00\x00\x00\x00\x00\x00" # Sample data + ) + + # Create BytesIO object + file_obj = io.BytesIO(wav_header) + file_obj.name = "test_audio.wav" + + # Simulate the bug: something reads from the file first, moving position to end + _ = file_obj.read() + assert file_obj.tell() == len(wav_header), "File position should be at end" + + # Call calculate_request_duration - this would fail before the fix + duration = calculate_request_duration(file_obj) + + # Verify it succeeded (returns a duration, not None) + assert ( + duration is not None + ), "Duration should be calculated even when BytesIO is at end" + assert isinstance(duration, float), "Duration should be a float" + assert duration > 0, "Duration should be positive" + + # Verify the file position was restored + assert file_obj.tell() == len( + wav_header + ), "File position should be restored to original position" diff --git a/tests/test_litellm/test_cost_calculator.py b/tests/test_litellm/test_cost_calculator.py index 3018780e63..f894f32110 100644 --- a/tests/test_litellm/test_cost_calculator.py +++ b/tests/test_litellm/test_cost_calculator.py @@ -697,7 +697,7 @@ def test_cost_discount_vertex_ai(): # Save original config original_discount_config = litellm.cost_discount_config.copy() - + # Create mock response response = ModelResponse( id="test-id", @@ -705,13 +705,9 @@ def test_cost_discount_vertex_ai(): created=1234567890, model="gemini-pro", object="chat.completion", - usage=Usage( - prompt_tokens=100, - completion_tokens=50, - total_tokens=150 - ) + usage=Usage(prompt_tokens=100, completion_tokens=50, total_tokens=150), ) - + # Calculate cost without discount litellm.cost_discount_config = {} cost_without_discount = completion_cost( @@ -719,24 +715,24 @@ def test_cost_discount_vertex_ai(): model="vertex_ai/gemini-pro", custom_llm_provider="vertex_ai", ) - + # Set 5% discount for vertex_ai litellm.cost_discount_config = {"vertex_ai": 0.05} - + # Calculate cost with discount cost_with_discount = completion_cost( completion_response=response, model="vertex_ai/gemini-pro", custom_llm_provider="vertex_ai", ) - + # Restore original config litellm.cost_discount_config = original_discount_config - + # Verify discount is applied (5% off means 95% of original cost) expected_cost = cost_without_discount * 0.95 assert cost_with_discount == pytest.approx(expected_cost, rel=1e-9) - + print(f"✓ Cost discount test passed:") print(f" - Original cost: ${cost_without_discount:.6f}") print(f" - Discounted cost (5% off): ${cost_with_discount:.6f}") @@ -752,7 +748,7 @@ def test_cost_discount_not_applied_to_other_providers(): # Save original config original_discount_config = litellm.cost_discount_config.copy() - + # Create mock response for OpenAI response = ModelResponse( id="test-id", @@ -760,23 +756,19 @@ def test_cost_discount_not_applied_to_other_providers(): created=1234567890, model="gpt-4", object="chat.completion", - usage=Usage( - prompt_tokens=100, - completion_tokens=50, - total_tokens=150 - ) + usage=Usage(prompt_tokens=100, completion_tokens=50, total_tokens=150), ) - + # Set discount only for vertex_ai (not openai) litellm.cost_discount_config = {"vertex_ai": 0.05} - + # Calculate cost for OpenAI - should NOT have discount applied cost_with_selective_discount = completion_cost( completion_response=response, model="gpt-4", custom_llm_provider="openai", ) - + # Clear discount config litellm.cost_discount_config = {} cost_without_discount = completion_cost( @@ -784,13 +776,67 @@ def test_cost_discount_not_applied_to_other_providers(): model="gpt-4", custom_llm_provider="openai", ) - + # Restore original config litellm.cost_discount_config = original_discount_config - + # Costs should be the same (no discount applied to OpenAI) assert cost_with_selective_discount == cost_without_discount - + print(f"✓ Selective discount test passed:") print(f" - OpenAI cost (no discount configured): ${cost_without_discount:.6f}") print(f" - Cost remains unchanged: ${cost_with_selective_discount:.6f}") + + +def test_azure_image_generation_cost_calculator(): + from unittest.mock import MagicMock + + from litellm.types.utils import ( + ImageObject, + ImageResponse, + ImageUsage, + ImageUsageInputTokensDetails, + ) + + response_cost_calculator_kwargs = { + "response_object": ImageResponse( + created=1761785270, + background=None, + data=[ + ImageObject( + b64_json=None, + revised_prompt="A futuristic, techno-inspired green duck wearing cool modern sunglasses. The duck has a sleek, metallic appearance with glowing neon green accents, standing on a high-tech urban background with holographic billboards and illuminated city lights in the distance. The duck's feathers have a glossy, high-tech sheen, resembling a robotic design but still maintaining its avian features. The scene has a vibrant, cyberpunk aesthetic with a neon color palette.", + url="https://dalleprodsec.blob.core.windows.net/private/images/caa17dc4-357d-4257-8938-eeea9baa8d0a/generated_00.png?se=2025-10-31T00%3A47%3A59Z&sig=KHRjLz3vMahbw94JtxL02S6t2AueeRMaiqj4z35HKDM%3D&ske=2025-11-05T00%3A26%3A20Z&skoid=e52d5ed7-0657-4f62-bc12-7e5dbb260a96&sks=b&skt=2025-10-29T00%3A26%3A20Z&sktid=33e01921-4d64-4f8c-a055-5bdaffd5e33d&skv=2020-10-02&sp=r&spr=https&sr=b&sv=2020-10-02", + ) + ], + output_format=None, + quality="hd", + size=None, + usage=ImageUsage( + input_tokens=0, + input_tokens_details=ImageUsageInputTokensDetails( + image_tokens=0, text_tokens=0 + ), + output_tokens=0, + total_tokens=0, + ), + ), + "model": "azure/dall-e-3", + "cache_hit": False, + "custom_llm_provider": "azure", + "base_model": "azure/dall-e-3", + "call_type": "aimage_generation", + "optional_params": {}, + "custom_pricing": False, + "prompt": "", + "standard_built_in_tools_params": { + "web_search_options": None, + "file_search": None, + }, + "router_model_id": "6738c432ffc9b733597c6b86613ca20dc5f49bde591fd3d03e7cd6aa25bb241e", + "litellm_logging_obj": MagicMock(), + "service_tier": None, + } + + cost = response_cost_calculator(**response_cost_calculator_kwargs) + assert cost > 0.079