diff --git a/litellm/caching/caching.py b/litellm/caching/caching.py index f845633cb..85fbe3234 100644 --- a/litellm/caching/caching.py +++ b/litellm/caching/caching.py @@ -233,7 +233,7 @@ class Cache: if self.namespace is not None and isinstance(self.cache, RedisCache): self.cache.namespace = self.namespace - def get_cache_key(self, *args, **kwargs) -> str: + def get_cache_key(self, *args, **kwargs) -> str: # noqa: PLR0915 """ Get the cache key for the given arguments. diff --git a/litellm/cost_calculator.py b/litellm/cost_calculator.py index a10f664ac..0be7f1d38 100644 --- a/litellm/cost_calculator.py +++ b/litellm/cost_calculator.py @@ -37,12 +37,16 @@ from litellm.llms.databricks.cost_calculator import ( from litellm.llms.fireworks_ai.cost_calculator import ( cost_per_token as fireworks_ai_cost_per_token, ) +from litellm.llms.OpenAI.cost_calculation import ( + cost_per_second as openai_cost_per_second, +) from litellm.llms.OpenAI.cost_calculation import cost_per_token as openai_cost_per_token +from litellm.llms.OpenAI.cost_calculation import cost_router as openai_cost_router from litellm.llms.together_ai.cost_calculator import get_model_params_and_category from litellm.types.llms.openai import HttpxBinaryResponseContent from litellm.types.rerank import RerankResponse from litellm.types.router import SPECIAL_MODEL_INFO_PARAMS -from litellm.types.utils import PassthroughCallTypes, Usage +from litellm.types.utils import CallTypesLiteral, PassthroughCallTypes, Usage from litellm.utils import ( CallTypes, CostPerToken, @@ -97,25 +101,10 @@ def cost_per_token( # noqa: PLR0915 custom_cost_per_second: Optional[float] = None, ### NUMBER OF QUERIES ### number_of_queries: Optional[int] = None, + ### USAGE OBJECT ### + usage_object: Optional[Usage] = None, # just read the usage object if provided ### CALL TYPE ### - call_type: Literal[ - "embedding", - "aembedding", - "completion", - "acompletion", - "atext_completion", - "text_completion", - "image_generation", - "aimage_generation", - "moderation", - "amoderation", - "atranscription", - "transcription", - "aspeech", - "speech", - "rerank", - "arerank", - ] = "completion", + call_type: CallTypesLiteral = "completion", ) -> Tuple[float, float]: # type: ignore """ Calculates the cost per token for a given model, prompt tokens, and completion tokens. @@ -139,13 +128,16 @@ def cost_per_token( # noqa: PLR0915 raise Exception("Invalid arg. Model cannot be none.") ## RECONSTRUCT USAGE BLOCK ## - usage_block = Usage( - prompt_tokens=prompt_tokens, - completion_tokens=completion_tokens, - total_tokens=prompt_tokens + completion_tokens, - cache_creation_input_tokens=cache_creation_input_tokens, - cache_read_input_tokens=cache_read_input_tokens, - ) + if usage_object is not None: + usage_block = usage_object + else: + usage_block = Usage( + prompt_tokens=prompt_tokens, + completion_tokens=completion_tokens, + total_tokens=prompt_tokens + completion_tokens, + cache_creation_input_tokens=cache_creation_input_tokens, + cache_read_input_tokens=cache_read_input_tokens, + ) ## CUSTOM PRICING ## response_cost = _cost_per_token_custom_pricing_helper( @@ -264,9 +256,13 @@ def cost_per_token( # noqa: PLR0915 elif custom_llm_provider == "anthropic": return anthropic_cost_per_token(model=model, usage=usage_block) elif custom_llm_provider == "openai": - return openai_cost_per_token( - model=model, usage=usage_block, response_time_ms=response_time_ms - ) + openai_cost_route = openai_cost_router(call_type=CallTypes(call_type)) + if openai_cost_route == "cost_per_token": + return openai_cost_per_token(model=model, usage=usage_block) + elif openai_cost_route == "cost_per_second": + return openai_cost_per_second( + model=model, usage=usage_block, response_time_ms=response_time_ms + ) elif custom_llm_provider == "databricks": return databricks_cost_per_token(model=model, usage=usage_block) elif custom_llm_provider == "fireworks_ai": @@ -474,6 +470,45 @@ def _select_model_name_for_cost_calc( return return_model +def _get_usage_object( + completion_response: Any, +) -> Optional[Usage]: + usage_obj: Optional[Usage] = None + if completion_response is not None and isinstance( + completion_response, ModelResponse + ): + usage_obj = completion_response.get("usage") + + return usage_obj + + +def _infer_call_type( + call_type: Optional[CallTypesLiteral], completion_response: Any +) -> Optional[CallTypesLiteral]: + if call_type is not None: + return call_type + + if completion_response is None: + return None + + if isinstance(completion_response, ModelResponse): + return "completion" + elif isinstance(completion_response, EmbeddingResponse): + return "embedding" + elif isinstance(completion_response, TranscriptionResponse): + return "transcription" + elif isinstance(completion_response, HttpxBinaryResponseContent): + return "speech" + elif isinstance(completion_response, RerankResponse): + return "rerank" + elif isinstance(completion_response, ImageResponse): + return "image_generation" + elif isinstance(completion_response, TextCompletionResponse): + return "text_completion" + + return call_type + + def completion_cost( # noqa: PLR0915 completion_response=None, model: Optional[str] = None, @@ -481,24 +516,7 @@ def completion_cost( # noqa: PLR0915 messages: List = [], completion="", total_time: Optional[float] = 0.0, # used for replicate, sagemaker - call_type: Literal[ - "embedding", - "aembedding", - "completion", - "acompletion", - "atext_completion", - "text_completion", - "image_generation", - "aimage_generation", - "moderation", - "amoderation", - "atranscription", - "transcription", - "aspeech", - "speech", - "rerank", - "arerank", - ] = "completion", + call_type: Optional[CallTypesLiteral] = None, ### REGION ### custom_llm_provider=None, region_name=None, # used for bedrock pricing @@ -539,6 +557,7 @@ def completion_cost( # noqa: PLR0915 - For un-mapped Replicate models, the cost is calculated based on the total time used for the request. """ try: + call_type = _infer_call_type(call_type, completion_response) or "completion" if ( (call_type == "aimage_generation" or call_type == "image_generation") and model is not None @@ -554,6 +573,9 @@ def completion_cost( # noqa: PLR0915 completion_characters: Optional[int] = None cache_creation_input_tokens: Optional[int] = None cache_read_input_tokens: Optional[int] = None + cost_per_token_usage_object: Optional[litellm.Usage] = _get_usage_object( + completion_response=completion_response + ) if completion_response is not None and ( isinstance(completion_response, BaseModel) or isinstance(completion_response, dict) @@ -760,6 +782,7 @@ def completion_cost( # noqa: PLR0915 completion_characters=completion_characters, cache_creation_input_tokens=cache_creation_input_tokens, cache_read_input_tokens=cache_read_input_tokens, + usage_object=cost_per_token_usage_object, call_type=call_type, ) _final_cost = prompt_tokens_cost_usd_dollar + completion_tokens_cost_usd_dollar diff --git a/litellm/llms/AzureOpenAI/cost_calculation.py b/litellm/llms/AzureOpenAI/cost_calculation.py index f46a2f3a3..96c58d95f 100644 --- a/litellm/llms/AzureOpenAI/cost_calculation.py +++ b/litellm/llms/AzureOpenAI/cost_calculation.py @@ -25,10 +25,13 @@ def cost_per_token( """ ## GET MODEL INFO model_info = get_model_info(model=model, custom_llm_provider="azure") - + cached_tokens: Optional[int] = None ## CALCULATE INPUT COST - total_prompt_tokens: float = usage["prompt_tokens"] - usage._cache_read_input_tokens - prompt_cost: float = total_prompt_tokens * model_info["input_cost_per_token"] + non_cached_text_tokens = usage.prompt_tokens + if usage.prompt_tokens_details and usage.prompt_tokens_details.cached_tokens: + cached_tokens = usage.prompt_tokens_details.cached_tokens + non_cached_text_tokens = non_cached_text_tokens - cached_tokens + prompt_cost: float = non_cached_text_tokens * model_info["input_cost_per_token"] ## CALCULATE OUTPUT COST completion_cost: float = ( @@ -36,9 +39,9 @@ def cost_per_token( ) ## Prompt Caching cost calculation - if model_info.get("cache_read_input_token_cost") is not None: + if model_info.get("cache_read_input_token_cost") is not None and cached_tokens: # Note: We read ._cache_read_input_tokens from the Usage - since cost_calculator.py standardizes the cache read tokens on usage._cache_read_input_tokens - prompt_cost += usage._cache_read_input_tokens * ( + prompt_cost += cached_tokens * ( model_info.get("cache_read_input_token_cost", 0) or 0 ) diff --git a/litellm/llms/OpenAI/cost_calculation.py b/litellm/llms/OpenAI/cost_calculation.py index 7fb4c64a5..3168d523c 100644 --- a/litellm/llms/OpenAI/cost_calculation.py +++ b/litellm/llms/OpenAI/cost_calculation.py @@ -3,16 +3,21 @@ Helper util for handling openai-specific cost calculation - e.g.: prompt caching """ -from typing import Optional, Tuple +from typing import Literal, Optional, Tuple from litellm._logging import verbose_logger -from litellm.types.utils import Usage +from litellm.types.utils import CallTypes, Usage from litellm.utils import get_model_info -def cost_per_token( - model: str, usage: Usage, response_time_ms: Optional[float] = 0.0 -) -> Tuple[float, float]: +def cost_router(call_type: CallTypes) -> Literal["cost_per_token", "cost_per_second"]: + if call_type == CallTypes.atranscription or call_type == CallTypes.transcription: + return "cost_per_second" + else: + return "cost_per_token" + + +def cost_per_token(model: str, usage: Usage) -> Tuple[float, float]: """ Calculates the cost per token for a given model, prompt tokens, and completion tokens. @@ -27,21 +32,61 @@ def cost_per_token( model_info = get_model_info(model=model, custom_llm_provider="openai") ## CALCULATE INPUT COST - total_prompt_tokens: float = usage["prompt_tokens"] - usage._cache_read_input_tokens - prompt_cost: float = total_prompt_tokens * model_info["input_cost_per_token"] + ### Non-cached text tokens + non_cached_text_tokens = usage.prompt_tokens + cached_tokens: Optional[int] = None + if usage.prompt_tokens_details and usage.prompt_tokens_details.cached_tokens: + cached_tokens = usage.prompt_tokens_details.cached_tokens + non_cached_text_tokens = non_cached_text_tokens - cached_tokens + prompt_cost: float = non_cached_text_tokens * model_info["input_cost_per_token"] + ## Prompt Caching cost calculation + if model_info.get("cache_read_input_token_cost") is not None and cached_tokens: + # Note: We read ._cache_read_input_tokens from the Usage - since cost_calculator.py standardizes the cache read tokens on usage._cache_read_input_tokens + prompt_cost += cached_tokens * ( + model_info.get("cache_read_input_token_cost", 0) or 0 + ) + + _audio_tokens: Optional[int] = ( + usage.prompt_tokens_details.audio_tokens + if usage.prompt_tokens_details is not None + else None + ) + _audio_cost_per_token: Optional[float] = model_info.get( + "input_cost_per_audio_token" + ) + if _audio_tokens is not None and _audio_cost_per_token is not None: + audio_cost: float = _audio_tokens * _audio_cost_per_token + prompt_cost += audio_cost ## CALCULATE OUTPUT COST completion_cost: float = ( usage["completion_tokens"] * model_info["output_cost_per_token"] ) + _output_cost_per_audio_token: Optional[float] = model_info.get( + "output_cost_per_audio_token" + ) + _output_audio_tokens: Optional[int] = ( + usage.completion_tokens_details.audio_tokens + if usage.completion_tokens_details is not None + else None + ) + if _output_cost_per_audio_token is not None and _output_audio_tokens is not None: + audio_cost = _output_audio_tokens * _output_cost_per_audio_token + completion_cost += audio_cost - ## Prompt Caching cost calculation - if model_info.get("cache_read_input_token_cost") is not None: - # Note: We read ._cache_read_input_tokens from the Usage - since cost_calculator.py standardizes the cache read tokens on usage._cache_read_input_tokens - prompt_cost += usage._cache_read_input_tokens * ( - model_info.get("cache_read_input_token_cost", 0) or 0 - ) + return prompt_cost, completion_cost + +def cost_per_second( + model: str, usage: Usage, response_time_ms: Optional[float] = 0.0 +) -> Tuple[float, float]: + """ + Calculates the cost per second for a given model, prompt tokens, and completion tokens. + """ + ## GET MODEL INFO + model_info = get_model_info(model=model, custom_llm_provider="openai") + prompt_cost = 0.0 + completion_cost = 0.0 ## Speech / Audio cost calculation if ( "output_cost_per_second" in model_info @@ -52,7 +97,6 @@ def cost_per_token( f"For model={model} - output_cost_per_second: {model_info.get('output_cost_per_second')}; response time: {response_time_ms}" ) ## COST PER SECOND ## - prompt_cost = 0 completion_cost = model_info["output_cost_per_second"] * response_time_ms / 1000 elif ( "input_cost_per_second" in model_info diff --git a/litellm/llms/anthropic/chat/handler.py b/litellm/llms/anthropic/chat/handler.py index cd38e47e6..25cdcc2f3 100644 --- a/litellm/llms/anthropic/chat/handler.py +++ b/litellm/llms/anthropic/chat/handler.py @@ -43,7 +43,7 @@ from litellm.types.llms.openai import ( ChatCompletionToolCallFunctionChunk, ChatCompletionUsageBlock, ) -from litellm.types.utils import GenericStreamingChunk, PromptTokensDetails +from litellm.types.utils import GenericStreamingChunk, PromptTokensDetailsWrapper from litellm.utils import CustomStreamWrapper, ModelResponse, Usage from ...base import BaseLLM @@ -294,7 +294,7 @@ class AnthropicChatCompletion(BaseLLM): cache_read_input_tokens = _usage["cache_read_input_tokens"] prompt_tokens += cache_read_input_tokens - prompt_tokens_details = PromptTokensDetails( + prompt_tokens_details = PromptTokensDetailsWrapper( cached_tokens=cache_read_input_tokens ) total_tokens = prompt_tokens + completion_tokens diff --git a/litellm/llms/bedrock/chat/converse_transformation.py b/litellm/llms/bedrock/chat/converse_transformation.py index d53b01ee0..6c08758dd 100644 --- a/litellm/llms/bedrock/chat/converse_transformation.py +++ b/litellm/llms/bedrock/chat/converse_transformation.py @@ -82,15 +82,19 @@ class AmazonConverseConfig: "response_format", ] + ## Filter out 'cross-region' from model name + base_model = self._get_base_model(model) + if ( - model.startswith("anthropic") - or model.startswith("mistral") - or model.startswith("cohere") - or model.startswith("meta.llama3-1") + base_model.startswith("anthropic") + or base_model.startswith("mistral") + or base_model.startswith("cohere") + or base_model.startswith("meta.llama3-1") + or base_model.startswith("meta.llama3-2") ): supported_params.append("tools") - if model.startswith("anthropic") or model.startswith("mistral"): + if base_model.startswith("anthropic") or base_model.startswith("mistral"): # only anthropic and mistral support tool choice config. otherwise (E.g. cohere) will fail the call - https://docs.aws.amazon.com/bedrock/latest/APIReference/API_runtime_ToolChoice.html supported_params.append("tool_choice") diff --git a/litellm/main.py b/litellm/main.py index e27a7dc78..164fd4292 100644 --- a/litellm/main.py +++ b/litellm/main.py @@ -5403,7 +5403,7 @@ def stream_chunk_builder_text_completion( return TextCompletionResponse(**response) -def stream_chunk_builder( +def stream_chunk_builder( # noqa: PLR0915 chunks: list, messages: Optional[list] = None, start_time=None, end_time=None ) -> Optional[Union[ModelResponse, TextCompletionResponse]]: try: diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json index f517af7b5..6944cdd30 100644 --- a/litellm/model_prices_and_context_window_backup.json +++ b/litellm/model_prices_and_context_window_backup.json @@ -10,7 +10,8 @@ "supports_function_calling": true, "supports_parallel_function_calling": true, "supports_vision": true, - "supports_audio": true, + "supports_audio_input": true, + "supports_audio_output": true, "supports_prompt_caching": true }, "gpt-4": { @@ -43,24 +44,30 @@ "max_input_tokens": 128000, "max_output_tokens": 16384, "input_cost_per_token": 0.0000025, + "input_cost_per_audio_token": 0.0001, "output_cost_per_token": 0.000010, + "output_cost_per_audio_token": 0.0002, "litellm_provider": "openai", "mode": "chat", "supports_function_calling": true, "supports_parallel_function_calling": true, - "supports_audio": true + "supports_audio_input": true, + "supports_audio_output": true }, "gpt-4o-audio-preview-2024-10-01": { "max_tokens": 16384, "max_input_tokens": 128000, "max_output_tokens": 16384, "input_cost_per_token": 0.0000025, + "input_cost_per_audio_token": 0.0001, "output_cost_per_token": 0.000010, + "output_cost_per_audio_token": 0.0002, "litellm_provider": "openai", "mode": "chat", "supports_function_calling": true, "supports_parallel_function_calling": true, - "supports_audio": true + "supports_audio_input": true, + "supports_audio_output": true }, "gpt-4o-mini": { "max_tokens": 16384, diff --git a/litellm/proxy/_new_secret_config.yaml b/litellm/proxy/_new_secret_config.yaml index 04ffffb15..c38c90c94 100644 --- a/litellm/proxy/_new_secret_config.yaml +++ b/litellm/proxy/_new_secret_config.yaml @@ -3,4 +3,3 @@ model_list: litellm_params: model: gpt-4o-audio-preview api_key: os.environ/OPENAI_API_KEY - diff --git a/litellm/proxy/_types.py b/litellm/proxy/_types.py index 78114b1c4..e104b46ae 100644 --- a/litellm/proxy/_types.py +++ b/litellm/proxy/_types.py @@ -2035,3 +2035,14 @@ class SpecialHeaders(enum.Enum): class LitellmDataForBackendLLMCall(TypedDict, total=False): headers: dict organization: str + + +class JWTKeyItem(TypedDict, total=False): + kid: str + + +JWKKeyValue = Union[List[JWTKeyItem], JWTKeyItem] + + +class JWKUrlResponse(TypedDict, total=False): + keys: JWKKeyValue diff --git a/litellm/proxy/auth/handle_jwt.py b/litellm/proxy/auth/handle_jwt.py index 4d7d64b79..49d6c3520 100644 --- a/litellm/proxy/auth/handle_jwt.py +++ b/litellm/proxy/auth/handle_jwt.py @@ -8,7 +8,7 @@ JWT token must have 'litellm_proxy_admin' in scope. import json import os -from typing import Optional +from typing import Optional, cast from cryptography import x509 from cryptography.hazmat.backends import default_backend @@ -17,7 +17,7 @@ from cryptography.hazmat.primitives import serialization from litellm._logging import verbose_proxy_logger from litellm.caching.caching import DualCache from litellm.llms.custom_httpx.httpx_handler import HTTPHandler -from litellm.proxy._types import LiteLLM_JWTAuth, LiteLLM_UserTable +from litellm.proxy._types import JWKKeyValue, JWTKeyItem, LiteLLM_JWTAuth from litellm.proxy.utils import PrismaClient @@ -174,7 +174,7 @@ class JWTHandler: response_json = response.json() if "keys" in response_json: - keys = response.json()["keys"] + keys: JWKKeyValue = response.json()["keys"] else: keys = response_json @@ -186,27 +186,35 @@ class JWTHandler: else: keys = cached_keys - public_key: Optional[dict] = None - - if len(keys) == 1: - if kid is None or keys["kid"] == kid: - public_key = keys[0] - elif len(keys) > 1: - for key in keys: - if kid is not None and key == kid: - public_key = keys[key] - elif ( - kid is not None - and isinstance(key, dict) - and key.get("kid", None) is not None - and key["kid"] == kid - ): - public_key = key - + public_key = self.parse_keys(keys=keys, kid=kid) if public_key is None: raise Exception( f"No matching public key found. kid={kid}, keys_url={keys_url}, cached_keys={cached_keys}, len(keys)={len(keys)}" ) + return cast(dict, public_key) + + def parse_keys(self, keys: JWKKeyValue, kid: Optional[str]) -> Optional[JWTKeyItem]: + public_key: Optional[JWTKeyItem] = None + if len(keys) == 1: + if isinstance(keys, dict) and (keys.get("kid", None) == kid or kid is None): + public_key = keys + elif isinstance(keys, list) and ( + keys[0].get("kid", None) == kid or kid is None + ): + public_key = keys[0] + elif len(keys) > 1: + for key in keys: + if isinstance(key, dict): + key_kid = key.get("kid", None) + else: + key_kid = None + if ( + kid is not None + and isinstance(key, dict) + and key_kid is not None + and key_kid == kid + ): + public_key = key return public_key diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index 4d431bd87..1a1516e92 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -1543,6 +1543,7 @@ class ProxyConfig: ## INIT PROXY REDIS USAGE CLIENT ## redis_usage_cache = litellm.cache.cache + async def get_config(self, config_file_path: Optional[str] = None) -> dict: """ Load config file diff --git a/litellm/types/utils.py b/litellm/types/utils.py index 5228abdcd..28a37e88d 100644 --- a/litellm/types/utils.py +++ b/litellm/types/utils.py @@ -66,6 +66,7 @@ class ModelInfo(TypedDict, total=False): cache_creation_input_token_cost: Optional[float] cache_read_input_token_cost: Optional[float] input_cost_per_character: Optional[float] # only for vertex ai models + input_cost_per_audio_token: Optional[float] input_cost_per_token_above_128k_tokens: Optional[float] # only for vertex ai models input_cost_per_character_above_128k_tokens: Optional[ float @@ -77,6 +78,7 @@ class ModelInfo(TypedDict, total=False): input_cost_per_second: Optional[float] # for OpenAI Speech models output_cost_per_token: Required[float] output_cost_per_character: Optional[float] # only for vertex ai models + output_cost_per_audio_token: Optional[float] output_cost_per_token_above_128k_tokens: Optional[ float ] # only for vertex ai models @@ -102,6 +104,8 @@ class ModelInfo(TypedDict, total=False): supports_function_calling: Optional[bool] supports_assistant_prefill: Optional[bool] supports_prompt_caching: Optional[bool] + supports_audio_input: Optional[bool] + supports_audio_output: Optional[bool] class GenericStreamingChunk(TypedDict, total=False): @@ -139,6 +143,27 @@ class CallTypes(Enum): arealtime = "_arealtime" +CallTypesLiteral = Literal[ + "embedding", + "aembedding", + "completion", + "acompletion", + "atext_completion", + "text_completion", + "image_generation", + "aimage_generation", + "moderation", + "amoderation", + "atranscription", + "transcription", + "aspeech", + "speech", + "rerank", + "arerank", + "_arealtime", +] + + class PassthroughCallTypes(Enum): passthrough_image_generation = "passthrough-image-generation" @@ -535,6 +560,23 @@ class Choices(OpenAIObject): setattr(self, key, value) +class CompletionTokensDetailsWrapper( + CompletionTokensDetails +): # wrapper for older openai versions + text_tokens: Optional[int] = None + """Text tokens generated by the model.""" + + +class PromptTokensDetailsWrapper( + PromptTokensDetails +): # wrapper for older openai versions + text_tokens: Optional[int] = None + """Text tokens sent to the model.""" + + image_tokens: Optional[int] = None + """Image tokens sent to the model.""" + + class Usage(CompletionUsage): _cache_creation_input_tokens: int = PrivateAttr( 0 @@ -549,23 +591,23 @@ class Usage(CompletionUsage): completion_tokens: Optional[int] = None, total_tokens: Optional[int] = None, reasoning_tokens: Optional[int] = None, - prompt_tokens_details: Optional[Union[PromptTokensDetails, dict]] = None, + prompt_tokens_details: Optional[Union[PromptTokensDetailsWrapper, dict]] = None, completion_tokens_details: Optional[ - Union[CompletionTokensDetails, dict] + Union[CompletionTokensDetailsWrapper, dict] ] = None, **params, ): # handle reasoning_tokens - _completion_tokens_details: Optional[CompletionTokensDetails] = None + _completion_tokens_details: Optional[CompletionTokensDetailsWrapper] = None if reasoning_tokens: - completion_tokens_details = CompletionTokensDetails( + completion_tokens_details = CompletionTokensDetailsWrapper( reasoning_tokens=reasoning_tokens ) # Ensure completion_tokens_details is properly handled if completion_tokens_details: if isinstance(completion_tokens_details, dict): - _completion_tokens_details = CompletionTokensDetails( + _completion_tokens_details = CompletionTokensDetailsWrapper( **completion_tokens_details ) elif isinstance(completion_tokens_details, CompletionTokensDetails): @@ -576,7 +618,7 @@ class Usage(CompletionUsage): params["prompt_cache_hit_tokens"], int ): if prompt_tokens_details is None: - prompt_tokens_details = PromptTokensDetails( + prompt_tokens_details = PromptTokensDetailsWrapper( cached_tokens=params["prompt_cache_hit_tokens"] ) @@ -585,15 +627,17 @@ class Usage(CompletionUsage): params["cache_read_input_tokens"], int ): if prompt_tokens_details is None: - prompt_tokens_details = PromptTokensDetails( + prompt_tokens_details = PromptTokensDetailsWrapper( cached_tokens=params["cache_read_input_tokens"] ) # handle prompt_tokens_details - _prompt_tokens_details: Optional[PromptTokensDetails] = None + _prompt_tokens_details: Optional[PromptTokensDetailsWrapper] = None if prompt_tokens_details: if isinstance(prompt_tokens_details, dict): - _prompt_tokens_details = PromptTokensDetails(**prompt_tokens_details) + _prompt_tokens_details = PromptTokensDetailsWrapper( + **prompt_tokens_details + ) elif isinstance(prompt_tokens_details, PromptTokensDetails): _prompt_tokens_details = prompt_tokens_details diff --git a/litellm/utils.py b/litellm/utils.py index a2971148a..51aea33a4 100644 --- a/litellm/utils.py +++ b/litellm/utils.py @@ -1834,6 +1834,54 @@ def supports_function_calling( ) +def _supports_factory(model: str, custom_llm_provider: Optional[str], key: str) -> bool: + """ + Check if the given model supports function calling and return a boolean value. + + Parameters: + model (str): The model name to be checked. + custom_llm_provider (Optional[str]): The provider to be checked. + + Returns: + bool: True if the model supports function calling, False otherwise. + + Raises: + Exception: If the given model is not found or there's an error in retrieval. + """ + try: + model, custom_llm_provider, _, _ = litellm.get_llm_provider( + model=model, custom_llm_provider=custom_llm_provider + ) + + model_info = litellm.get_model_info( + model=model, custom_llm_provider=custom_llm_provider + ) + + if model_info.get(key, False) is True: + return True + return False + except Exception as e: + raise Exception( + f"Model not found or error in checking {key} support. You passed model={model}, custom_llm_provider={custom_llm_provider}. Error: {str(e)}" + ) + + +def supports_audio_input(model: str, custom_llm_provider: Optional[str] = None) -> bool: + """Check if a given model supports audio input in a chat completion call""" + return _supports_factory( + model=model, custom_llm_provider=custom_llm_provider, key="supports_audio_input" + ) + + +def supports_audio_output( + model: str, custom_llm_provider: Optional[str] = None +) -> bool: + """Check if a given model supports audio output in a chat completion call""" + return _supports_factory( + model=model, custom_llm_provider=custom_llm_provider, key="supports_audio_input" + ) + + def supports_prompt_caching( model: str, custom_llm_provider: Optional[str] = None ) -> bool: @@ -4601,9 +4649,11 @@ def get_model_info( # noqa: PLR0915 ] # only for vertex ai models input_cost_per_query: Optional[float] # only for rerank models input_cost_per_image: Optional[float] # only for vertex ai models + input_cost_per_audio_token: Optional[float] input_cost_per_audio_per_second: Optional[float] # only for vertex ai models input_cost_per_video_per_second: Optional[float] # only for vertex ai models output_cost_per_token: Required[float] + output_cost_per_audio_token: Optional[float] output_cost_per_character: Optional[float] # only for vertex ai models output_cost_per_token_above_128k_tokens: Optional[ float @@ -4627,6 +4677,8 @@ def get_model_info( # noqa: PLR0915 supports_vision: Optional[bool] supports_function_calling: Optional[bool] supports_prompt_caching: Optional[bool] + supports_audio_input: Optional[bool] + supports_audio_output: Optional[bool] Raises: Exception: If the model is not mapped yet. @@ -4870,7 +4922,13 @@ def get_model_info( # noqa: PLR0915 ), input_cost_per_query=_model_info.get("input_cost_per_query", None), input_cost_per_second=_model_info.get("input_cost_per_second", None), + input_cost_per_audio_token=_model_info.get( + "input_cost_per_audio_token", None + ), output_cost_per_token=_output_cost_per_token, + output_cost_per_audio_token=_model_info.get( + "output_cost_per_audio_token", None + ), output_cost_per_character=_model_info.get( "output_cost_per_character", None ), @@ -4903,6 +4961,8 @@ def get_model_info( # noqa: PLR0915 supports_prompt_caching=_model_info.get( "supports_prompt_caching", False ), + supports_audio_input=_model_info.get("supports_audio_input", False), + supports_audio_output=_model_info.get("supports_audio_output", False), ) except Exception: raise Exception( diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json index f517af7b5..6944cdd30 100644 --- a/model_prices_and_context_window.json +++ b/model_prices_and_context_window.json @@ -10,7 +10,8 @@ "supports_function_calling": true, "supports_parallel_function_calling": true, "supports_vision": true, - "supports_audio": true, + "supports_audio_input": true, + "supports_audio_output": true, "supports_prompt_caching": true }, "gpt-4": { @@ -43,24 +44,30 @@ "max_input_tokens": 128000, "max_output_tokens": 16384, "input_cost_per_token": 0.0000025, + "input_cost_per_audio_token": 0.0001, "output_cost_per_token": 0.000010, + "output_cost_per_audio_token": 0.0002, "litellm_provider": "openai", "mode": "chat", "supports_function_calling": true, "supports_parallel_function_calling": true, - "supports_audio": true + "supports_audio_input": true, + "supports_audio_output": true }, "gpt-4o-audio-preview-2024-10-01": { "max_tokens": 16384, "max_input_tokens": 128000, "max_output_tokens": 16384, "input_cost_per_token": 0.0000025, + "input_cost_per_audio_token": 0.0001, "output_cost_per_token": 0.000010, + "output_cost_per_audio_token": 0.0002, "litellm_provider": "openai", "mode": "chat", "supports_function_calling": true, "supports_parallel_function_calling": true, - "supports_audio": true + "supports_audio_input": true, + "supports_audio_output": true }, "gpt-4o-mini": { "max_tokens": 16384, diff --git a/tests/llm_translation/test_optional_params.py b/tests/llm_translation/test_optional_params.py index 5e993f7c8..728ec1507 100644 --- a/tests/llm_translation/test_optional_params.py +++ b/tests/llm_translation/test_optional_params.py @@ -84,13 +84,41 @@ def test_bedrock_optional_params_embeddings(): ], ) def test_bedrock_optional_params_completions(model): - litellm.drop_params = True + tools = [ + { + "type": "function", + "function": { + "name": "structure_output", + "description": "Send structured output back to the user", + "strict": True, + "parameters": { + "type": "object", + "properties": { + "reasoning": {"type": "string"}, + "sentiment": {"type": "string"}, + }, + "required": ["reasoning", "sentiment"], + "additionalProperties": False, + }, + "additionalProperties": False, + }, + } + ] optional_params = get_optional_params( - model=model, max_tokens=10, temperature=0.1, custom_llm_provider="bedrock" + model=model, + max_tokens=10, + temperature=0.1, + tools=tools, + custom_llm_provider="bedrock", ) print(f"optional_params: {optional_params}") - assert len(optional_params) == 3 - assert optional_params == {"maxTokens": 10, "stream": False, "temperature": 0.1} + assert len(optional_params) == 4 + assert optional_params == { + "maxTokens": 10, + "stream": False, + "temperature": 0.1, + "tools": tools, + } @pytest.mark.parametrize( diff --git a/tests/local_testing/test_completion_cost.py b/tests/local_testing/test_completion_cost.py index c1db0fbd5..fcd80650a 100644 --- a/tests/local_testing/test_completion_cost.py +++ b/tests/local_testing/test_completion_cost.py @@ -12,7 +12,7 @@ import os import time from typing import Optional from unittest.mock import AsyncMock, MagicMock, patch - +import base64 import pytest import litellm @@ -1320,7 +1320,10 @@ def test_completion_cost_fireworks_ai(model): def test_cost_azure_openai_prompt_caching(): from litellm.utils import Choices, Message, ModelResponse, Usage - from litellm.types.utils import PromptTokensDetails, CompletionTokensDetails + from litellm.types.utils import ( + PromptTokensDetailsWrapper, + CompletionTokensDetailsWrapper, + ) from litellm import get_model_info os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True" @@ -1351,7 +1354,9 @@ def test_cost_azure_openai_prompt_caching(): completion_tokens=10, prompt_tokens=14, total_tokens=24, - completion_tokens_details=CompletionTokensDetails(reasoning_tokens=2), + completion_tokens_details=CompletionTokensDetailsWrapper( + reasoning_tokens=2 + ), ), ) @@ -1378,10 +1383,12 @@ def test_cost_azure_openai_prompt_caching(): completion_tokens=10, prompt_tokens=0, total_tokens=10, - prompt_tokens_details=PromptTokensDetails( + prompt_tokens_details=PromptTokensDetailsWrapper( cached_tokens=14, ), - completion_tokens_details=CompletionTokensDetails(reasoning_tokens=2), + completion_tokens_details=CompletionTokensDetailsWrapper( + reasoning_tokens=2 + ), ), ) @@ -1502,7 +1509,7 @@ def test_cost_openai_prompt_caching(): system_fingerprint=None, usage=Usage( completion_tokens=10, - prompt_tokens=0, + prompt_tokens=14, total_tokens=10, prompt_tokens_details=PromptTokensDetails( cached_tokens=14, @@ -2491,3 +2498,92 @@ def test_completion_cost_params_gemini_3(): 3 * model_info["output_cost_per_character"], 10, ) + + +@pytest.mark.asyncio +# @pytest.mark.flaky(retries=3, delay=1) +@pytest.mark.parametrize("stream", [False]) # True, +async def test_test_completion_cost_gpt4o_audio_output_from_model(stream): + os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True" + litellm.model_cost = litellm.get_model_cost_map(url="") + from litellm.types.utils import ( + Choices, + Message, + ModelResponse, + Usage, + ChatCompletionAudioResponse, + PromptTokensDetails, + CompletionTokensDetailsWrapper, + PromptTokensDetailsWrapper, + ) + + usage_object = Usage( + completion_tokens=34, + prompt_tokens=16, + total_tokens=50, + completion_tokens_details=CompletionTokensDetailsWrapper( + audio_tokens=28, reasoning_tokens=0, text_tokens=6 + ), + prompt_tokens_details=PromptTokensDetailsWrapper( + audio_tokens=0, cached_tokens=0, text_tokens=16, image_tokens=0 + ), + ) + completion = ModelResponse( + id="chatcmpl-AJnhcglpTV5u84s1cTxWFeIkGKAo7", + choices=[ + Choices( + finish_reason="stop", + index=0, + message=Message( + content=None, + role="assistant", + tool_calls=None, + function_call=None, + audio=ChatCompletionAudioResponse( + id="audio_6712c25ce73c819080b41362648bc6cb", + 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Q0+/T0I+zE6szq5uv68Wfvku897krr3++08rzzhvZz9Qf54PeW+XT9uwDNB7kLywxLC/4HXQXbBswKpRCqEWcRAhCBDVUNcApOB80DEwFQ/pr7IPso+xr65Ph19YrwBO0a6ZvmBeb45mvmGOWr5cPjGOQk4t7hgeIZ5KbmROdB6ePqLO317VTxRvIu8/TygfLO9cj4nfsV/SL+Iv4S/0L8tvlY+Ef3nfhV98D5B/iL+cD31/MD8Znsw+xK63Xs/O197nTuK+6z6Vjpe+jm6Rrt9+++8uXyy/Sv9YD4Mfs8/7QBcQb2CNoN8xA+Fj0aiBpZHh0cFx+SIFsiciYdJ+YpEywGKVoqIyfdJFsosCQ2KEcmMCNPJaEczB4RGXMYiha9D8wQwwt/EN0OxgltBp3/EQH0A6wIqQnQAn74uemJ5zrrYvWR+hP8f/q5+J31DvDY7eDq2vJE9x0CQgd2B3oDuvud/iQAzQjGCQAJgAisCIwLYgz2D8INUQvwBk8EuQJhAwUDUQKMBEMDzgDD92TvJumC5Xrp8esl71LwPuxX6DTjMuKK4P/gOOMe5XrqrO2T79rt0+1C7BvtAe/A8Mr0Hfgz/Ar+7/6n/w3+T/5r/pb+GgBw/zIBBAFTAQ4A3Pyv+Oj1ofH+8HTxKPOU9R30QvJx6srkC+BH30PkQuiG7Arueu5v7SvrP+oj6pLtcvCl9dn5BP5cADj/eQENAw8JrAycD28RrBK3FDIWHhlcG/AeHiD6Ic4ifyEBIUQf3B+UIB0gKSB+HcEefB0BHQQcshixFrMUTRIwEgETqhJNFM8Qlg/8Cp8IZQeHBdMIjQtpDsQO5AxeCEIH/wbwCGoNHQ3nBxH3iu7x56jvNf4wBdQQTgm0BGT0lepw6lbq/PTU/IsIhw7JDR4EKPqE9fP3zvxvBL4HDQc5BgQEyAT2BCYEMQDA/ez7tPvs+Zr5qfgl94v3GvS78NHqX+Qi4NjfXOUy6nfuDe+F61jpuObp5enmgert7yD3bvxr/hX9f/qi+Df3kvnA+2L+LgD8AAwCwwOABbIETgOq/9n8e/o2+Fb3GfYn91v3GfcT9nnz+u516WjkCeNJ5bzpKu3D7YHum+u86RDm6uTE5yXtyPQo+l394/z8+k/6xvsvAGAEuwd6CoEL3wsfDAgNgQ5IEZIQchGIEjMT3xQ3E+MRPRIyFG4WvhjeGX0a3xrgGQ4YhhfkF/sXORljGLMYoBqeGmEcFhw5HLcaDRg1Fe4ULRXVF6cXHRetGKMWjRSJD5EO4QzvDS8QEwsHDOgHNQGmAj36vvY07FjkcOEZ5ErwtfcZATH+Rvns7YPoQ+hQ7GXzS/tLA70K6BH0DBQKegKt/wgBQQRcCD0LcA0qDK4LDQpoB7sD+f4q+934t/XU8y3vBe556/Xq3emb5ijkSd6X3DXbjd5z4nLmQOom7jny0vQ39ub0s/Xp9m765v64AhsGFQa8BncFTQX8BNED+QJLAlMBTQAOAY8AHQG8/ZH5BPM77l/rHumB6rPqb+357QHtb+mE5Mbh2OAP4/Xnbeyo71zyBvPK88D0pvX29zv6wP34/t8BBQQfBI4G9waUChANdA6hC14HlgU+BH4GqQcwCkoMPg1vDKMLWQvQCycMTg13DmAPPhBKE2QXzhtxH2ggaSH8HpUcPxj8FnwYhxxXIlklCydXJeAisB5IG44YvRZvFEwVXxOaFdMUPxIUD+wKeAomB4UH1AMqAbT9Tvmt9yz4N/pC9vjwI+sC4+7dnNxp4dDx4ABmB5cIhgBE+jPwxO3S70D5uwZDDukY9BkMGoURCgpxBGECRgR0BW8GDQYRBCUDZQQLA2MAofhB8E7nueCX3CLcb96o4dHkWOe+58rlluL93vrdBuBC5oTuoPc1/e8B8QNSBRYF5wMUBAsELgb6BqwIfgmMCHoG9gMsAg0B9v12+f3zku/37ejti+9R73zu8euh6RHnh+WT5NDmqujL6q3st+2F8HrxEvQ59gf6RPyH/aT9cP40/zMAXAF8AvQE2gT3AyYAW/2h+yr8Bf66/rv+n/7K/SD9h/u4+Zb5n/m++jj8Wv9OA+AGBAngCvcN5hHREy8V6hUtGGEcDCB/JWEnwyjSJp0mtSWEJNwhth/9HhQeuhyFGnIZWxisFvISfxDDDdULLwnEB0YHHAh+CLYJWwqlC48MnAxyDUcKsQmtBdEF7QBJ+/L0IfBR78bw6/W1/skHiAjEApP4ePOz75jvmPCu9YX9LATgCZIMOgxaBon+jPnJ+lf+4ABE/wf+F/0t/p7/JgHoAKv9V/oh9vnz/+4N62fn4Ocv6ursXO+w72nu0OoC56Lk2eS65qrqYu9f9qv8mQGQAsYBpP+f/uf+C/+L/6n+2P+BAJICPwO0Ay4D5QDP/eb3ifNT7x/ud+4q8IvyGfQv9PHxXu9C7HzqWOk26XDrbu5U8mT0c/Vy9aL2EPg9+er5wvnO+rT7ff2E/jkAoAF2Av8AGP4r/Kv6qPqd+Tn5Kfor+2D89fsL/Cj7xfr0+Jf26vUm9ZH3+fj/+5T/ZgNRBowHfwf/BnUHOwnyDYoSKhfdGJsahxrEGuAYrRZ6FQYVNxb2FjUYhhieF1wVvxLnEboPOw+DDOkMuAtiDJkMYA1vEB8PKhAHDWgPnw5uELgSKBZnG7ob0BgLEL4JvACa/1/9JwDCAIcCjgSJBKkDz/7r/J34EPe/8ofyP/Rl9hn51fuOAXQFIwfpBO4BQP/r+kP4zPeX+lz/ZAMzBwsKjwm3Bo4B3PzB+F/1WfTL9FH2E/ZR9hD33veb91T0+fE17x3s2uhR5xLpXO1Y8Xj1d/mm+3n7cvgr9QXz9/Ka8631Ufjh+jP99/16/Q78d/lG93b1S/Qf9GT0Dfb/9sn3Zfgv+VH6D/qJ+Ev2EfTT8VXwJ/BQ8SD0Lvao95D4A/nD+Rf5xfem9dn06/Tx9Ub3+fim+//9p//G/93+pPwn+pr3HPgL+nr+aQJDBT4FqQJH/v76e/kS+TX6BfvE/DH9lf1q/W/+qP16/LX6MvuQ+2n82/vR/aMBoAXICQQMMg/gDl8NAQr3CKgJHQoNDIUNbBHSEV8QkgytCo0M9w0EEYMPJA8pBzsA+fiN+uYBfAh2EJsUJhzHG2UYSA7TB9wFiQjeDjsUgxlgGZgWrBBqDfMKogoRCkAK6AkFCX4HjwXgBPUEuwZvCHYJXgjSBY0Cvf8S/vj9r/+bA8YGIgnhCEgHwgQwAXL+1v0xAAwDZgVOBakEBAPAAB7/x/1v/X/83vv5+pP68fkh+W359/lN+xz8Dvw0+wL5oPbN9Cr1Z/Y9+JT5ffpx+7T6oPlH9132OPX19I70zPTd9U725vb19jH3FPcV9v3zRPKp8e3x4fLj8wv2fviw+Tn45/Uc9G3z+vNR9Dn2Cfkr/ND9qP5N/sj9bfvB93z1u/Qg9Yz0sPTT9FX2RPd++IP5Wfma90f13fP48V3xxvEB9dj6V/8GAnkBkv9E/Nb50vdY9/r4L/m8+sb7oP2P/mwASAB+AGr/3fy3/Gn79/uO/QcBDANrBGYDqQG+ANL+Av6h/xgBgQLOAbIAAAEbAxQFxgdPDHsO+BBhD84N8AkOBL39c/up/qcBdwVMBv8ISQj3BhQEiwQiBnEGeAYEBmIHbgeMCCUJTg1oEvcWARm6F/wSPA2lCBUGgwcdChMNaA8NECsP4w2VC7kIcgb0BGgEUgTTApUBhgGxAtQEIQgeC4UN/g2oCyIJiwfZBkMHyAh6Cj0NIw8UD6MNIAvsBwkGtgNVAp4CWwN5A/sDDwT5A7UDDwL2ABcAvv6o/Yj9qvw1/KL7k/uE/D39cf7b/2ABTQEmABn97voe+ir6nPud/FP/nQDh/0D9ffpK+K31FPPR74fwo/ED9L30CvT187TzXfOY8g/zQ/L78aPvR+/98PvyV/Rp9N70ePUw9rb0Rfbe+Ff7Ef3l+wv8mPvc+fn3OPg4+T/8oP4Y/+P/fgC+AIkAkv7s/Kr9b/y6+5H6gPmV+OL36fdv+V/6+flo+dv3zfUI9ff01/WB96X4b/oe+/n7pf26/kf/JALDBPwG/QZiBnIGcAQnAWH+MP4C/d37J/pE+X35XPl6+d360Pp9+vj6m/rv+gX7jfzZ/+gCMARXBawGHgYhBbAD9QPHBEIEPgPsAvADWQM/A4sCbwPaAhwCTwFPAtUDpAQkBjEJEQ3TDjoPqAzJDJkMzAwUDBgMjwsEDKUMLw3WDpcOlQ4JDSMLxQeQBgYEyAFAABYADgPBBRYKDg2PDlMNlQsPCdkG7QQ+BWQICwyaEOoRHxKlD4gOgAz0CysKDQdRBfQEMAh9CqYLtgudDGwJQgYrA+MB+wCO/ywC5wRHB4IFFwXKAnEBMgE1AjwEEwGR/q776vsb/Ov9YABwA84FzQXRBvAEvQNmAScANABLABj+t/pc90D1A/Xu9BD2/PdX+MP2qPXY8/HyK/Fn8Jfxj/RB+Nj64frc+A33qPUd9XL1dva+9p/1QfNS8dPvl+8I8H7xYvTO9lD3L/XZ8fnul+307ETuY/Aw8WXybvOe9SX30fgU+Rr5Gvgc98T2e/WY9dH2s/nE+3P+4v6s/c/6F/n1+dz6NvsX+7L8I/0Z/mL+tv4n/kn9Xv2x/H/77/gi+c74VPk5+YX6qPzJ/rcAWQC1AID+Bf2p+ir6XPtT/JH9mf4gAdkD/QZ+CBQKXQoCCUYHMgTKA9UD0gMxBeAICA1XDh4MxAhECJkF/gENAdYCTwXHBD8CMAScB1IJiQosC7kL4ApPBsoCIAFQ/7YA1wMgCmcRuhZDGKYWFhNbDwsMzAYYBGMDRQT4BCgGwwcOCY4I3QhHCpsL3AthCckGzgMKBLkE/Ae0C6ERExXJFNIRYQ2zCdQEmQF1/jb8r/lW+sX8mP/gAJoB6wJGAnD/8vtr+Vz3Bvb69nj7xADSA70FQwZqBvgEJQF//Br4dPWa8+ryIvPO9U74Pvz3/90Amv1o90Pz5O/B7Mzpq+vx7wH1wPmT/cgAHwFjAHUA5gBs/1b9q/qc+Yb6Av0SAOICPAPjAkMBMf5H+qz1VPLt8dDzD/XJ9wz6N/3O/qb/FwH0AigESwPwAHv9/fy7/tUBMQRXB0kKSQwICsUFEwJe/6L+rf2LAFIFMQmiBvkCYQJTAnwBO/44/9YA2wFgAo0D2gTGA0AEoQU6CQ0KsQmGCZcIcgZcArj/rv0d/W/9bwEbBqUHuAfyB6kI9ga9Asf/5f/DANUBJAXyCEIL2QupC9QM+AzjCuYHQQRAAHr9evs1+9n8VP4HAFwC2wUcCKoHdAWlA5MB7v9G/9f/iAA2AIsA6gEtAzgBXf7N+1/6Kvkj+Lz4VfkP+jf9sAGnAzEDDANmAxwD8QFTADj/GP5Q/db9BP+G/5v/tf4W/S3+/P6J/qP8tfr8+VH6pPuL+7X8cv1i/80Aof+L/cL67feM9q/3Ovk5+jb6V/qV+tf5x/i/+eH7df06/uT92f1t/PX5x/gJ+Jr4CvpC+1b6RviU9RP0hPQ99k75Dv17/lD+1PvF9471/PKZ8rjzJPkX/vUBlgTiAwQCYf44/6H/lv/B/pj7o/hc9iL2e/d6+5/+KQFvA7oCoAC7/HL5MviM+ML7NgDMA/UDZATRBWQH3wa2Bd8E7wB9/MD3ePUf9tz4Tf2yAn4G/QgfCjsGTQE3////OAHwAk4ECQfbCJkHfQf2CAgLOQsjCv8IMAe3A17/5f1O/nIAagMdBcUEOQN0Av8B8QJBAx4EKAQmA0gCLgLTA6IFMwcHCG4JPAkPBq0BbQAeASgCAQUgCKoJaQigBj4EwQKkAuoD8AWvBiIGfQRHAzgCmAKiBaYITwoZCzEL8wgOAwv9rfrG/Ln/2QJTBRkGJwX6Ae//6P+hADoBIwNiBDgE/wJi/9P7K/p1/Ff/+gADAXH/j/4e/fn7dPt//Iv9U/1q++T4Wfcr9V70EPcs/TkCQQQaBeIDWQKAAQAAZP4s/XD9P/z3+Ib1lPQA9cX1NPe2+F77w/t8+Zb2DPaR9k/4qvid+vn8d/4b/6f+mgCoAPcB7wDSAFYAkv4c/Un72fwr/an9I/7n/a/6xvcy9pHzMfHf8Fr0bPdp+Zj7E/81ArMBIAHjAKD/Af7J/Mf92P/jApEEwwajCF0IPwYdAn0A1/4p/in9NPzx+/T5ZPj69+T6SP1u//cAaQFJ/0P75vkU+Zv8DQEYBWUHKgcYBrUDbQPgArcCxgO3BuoHnwOq/p77n/uD/JD/eQRkB5AHAwVHAz0CfAC8/nr+fgFZBE8EugJkARoAvv93AisFqwW6A2QD9gI9AKr9Gf0K/xIBmwJRBekHKgd/BeEF+ggeCigIRATWAED+YfsB+Rr5qPxqAB4FJAqUC+kH1AOFAZ//s/6A/qj+Uf2Z/fH/IgKqBJEFQgZpCNcJXgjcAxEA2fyl+oX7lP75Ac4EpwUxBA8DhgE2/xT8Pvsj/Hn9av67/i4B6AE6AkgDvAMFAwUA0/2V/MT6kfrq+4L9nf5D/ysBowLQA7sD8QCK/j/96/v3+sb7nv0D/wcAWQKBBL4EtwIUATkBJ/9e/nf+aP3c+qv6uv1N/03+lfue+T34iPcN99D2iPhl+i38kwBsAlwDugOcAgkD+wLHAigCoQCc/sL8FP4UAWkAo//7/4QALv9E/DL7FfnH+HX6qPvD/eH/TgD+/cb9ov9o/wL+ef2t/mcAmgGnAFcA6QBNAGIAwAKSBVcE8gFBAWIBOQFIAHAA8wEOAwIDWgM7AhMAUP5E/AL8y/vo+6P9yv9uAW8BpQKSBQ4FQQKSAYgALP6/+x/7UfsG/Mz+ZADWAD8BlgP+BLcBdgBnASEBR/+3/OH9eP0J/kMAgwKPBBwD0QTqA0sD0QRHAoz/7/y2/Gj+zf6xAJ8D6AR0BdoECwV+ATb9IPym+iL9s/1q/Hb+ZgEWBEIEggXmB2EFqQIjAYX/v/4f/8L/ff+9Ax4HuQUBBD4E6AHJ/63/Df8y//z7Dvvo+9b8p/2y/wQCLATHBOUAFgDU/yoAqf5h/90C5gM4BH0CNgF5AVkAQ/4a/wv/wP5a/Aj7Mfs8+kn97fzR/Kf/awDnAYoB4v6G/iD7cPtlAToAbP2n/L39Jv9W/oEABwCp/oP+yP3e/mn+R/6w/AP9uf8+/3wAg/3++9L9Tf28/UsB2QHo/r//wgCo/6P+Uf7W+0D9t/59/0f/vfzB/Wj5PPgh/yL+vPji+pj+Yv/q/FX9NgBn/rP/GQEzAbwBwAKEAXr/RwFbBBkBPvzOAA4CCv0S++78Kfzv+Kv6t/0f/dn9Iv59/v39hP6dACT97//jB+7/bPysAv8BRgJA/QIAgQG3/ZH85P6yAhQAa/2zAVYCIf97A0b/d/+I/iP8SPyr/3cGZ/9z/QwFPgctA+b9mvtdAcP+mP3VAsH/1v/q/Yz9BP0+ArYDwfo2/ygAivtO/GH9iABg/W/+swdOBUv/NwTFBs3+HQDGBaYB6AAWBDz8Fv5tC4gCI//gBrUDzQHoA6EAyvkhArAA7/eDAo4IWQCp+vIAHQEP+MUCPgZL9c0COwnn/cH+4v7m/3f3qP8jCY79fQLVA1f7PfzSAawBUfuZ/XAFEgTZArQDmQQYAR8AxwJS/0j+6gHF/NX53wFgA0v8MP52Bhf9NAGVA9f9/f1x/TgGIv8O/S0FJP9U+w7/iAM/ApcCaQH3+jH7CQCt/Qb/mfzl+g0C4gag/5/+MAaMASb3mwAOAez50f/2/mv9Uv3REG7/JPWODzMC6vfpAOEHZQAD++/86vi9AmYCbvjpAYwDSfvy+9gAOPxw+qsDn/U0+kYEb//9+C/7fwed9x33bQPZAD39Cf0i9YT94AO5+S/92QKLAJn8gQM2/WT73gPU/ff2wfoaBU39Mvhz+IYCn/wH90cDk/tX+OP89QbB+AH3WA6g/LnuIQEN/FYDwAGD8DH6Dwt/9Srrn/7kBAP4svOqAzv2gv2GAlrvZf46CGX3a/Z4A1MDFvrE/uUInvcx+JMHLQA0/tH90viyBpX8gfcoAgn+Pv378jgELf1C9N8I+fxp9HT/uwht/a/2c/dO/1MAW/eO+4P+5vsk+CUHXvr98eMHhgVq8Yr7vgkkAb70BgBNAIz8PwSD+lIDFwei9S/4dQiOBjzvggACB2/6AvsEAlv+fftZA6v/zf1R+1wJlvZN/rICnPgFCE4CM/nE+aEKRvyt9o8IagRx9+cEuAYy+B4BKQcf+A79TwoR9gr+Jv9GBgr1XAag/3H0jxcp81n5+guZ+sH17gyMAvD3BvtUEgr5qO3VHILtbfbWFa3v7ACREFb8wgAXBDwB+gD//5H+PfchC5QE3O/JDJMGnvx++oELaQbI9sH46w+E+uvxcBdX+sb0QRGkAhH6mAT3/6wBsP7IA9EEKPybBwUBmP8h/QkIZvsDAokH2vzPAnsFEAY3914Gsw9n7pMZggWS4BckOv8F7xASRv8+/g3/mgX2AyT2DgK3ETT1swI0Dtv44//GCQn/4vWhD4gB6/ICGKD14PEvI8D00en7H4UALPUXDpj/pQF5Bzj1WwiWC9z15wwkBEP69AAyDF/4AP9fCxn7MAEGA4QBpwfo+4L4ABZm9wf/XQ2m+WgBnQkr/iT6NgmwBYD4dAxQADb4+BKG/sn4FQnkBCT5Dwj7CDD4wwWhDvf4Xvg8InzorvPBJl/wzfeUEMcDT/6ZAVH/xgF1A3wF/gEA/b4KhAKW+j4CFP/YC0r5CwOWBPj8QQYrAzYDM/FyHbD7EulWJqP1m/IdDkMJtPP1Av8Uh+nnDXgBO/vtCOb9IPkbAjwUJPIrALoOD/7I8x0NoxCA74ADKhOw9fXsiCkZ+QPcoiWi9TzyaRT/+Zj/sAIo/37+dgVsA0T9ufmgDjn8xwL0BBz2Ng4K+m76lQzT88IAZwzZ6osMzAWw80gIvQAxAnP4dRS084HulSJg7tz0whj59aH3UQ5x/a/4Cw/D9TP6ABfD8Y763A1m//vykguvBnXqAwgWFGzrufW3G3nw//+u/iH+AAiM9jEGMPzfB5z5QQXK+Vz5ARAh9Nn/gQMN/Ij//PlSCn761vX6DAr0DwZIABn7HwDXAcj9W/gWDB7zK/1dD5rwKvs1BHkHv+9f/0EQ7e+K/dYEU/oi+y8IFQJC58QQ4QkH47QWJvzy9l8MsfeC/wP6GA2t8WfsbB7y8l3t1hxA8I357Qkm+AMGg/ZaCID0RvY4EhTvpP40CQnyuP5eAvf7K/1U/jL7HAO7/O7+GvvjAx/4aQaS+6PvLRUr+83yVP0wD5z4f+XUGHP46vEqDoP36/y2BjP6sQLI/yb2Mgpp+lP9sPUEBCwKke8mA5IDA/yuAjH/hv5h+s8H5/PzAVb9/PsWBjD46/vpBLwDwPBnAr0GqPDPCs3zpvlEGvbo+vhlFE71pwPx8aYEGwoq6U0OjgAA8/4J3ANJ8cEHTgJh/c76KwArCZHrRQ4U+Jv+hwCM93wVnORL/1scYuk0864aXfhB7VcQTQe56e4LtwOY74sIUQcq9p73Dg0A/xbwyAW5BvL0zQAvBxnzOwSdBjLz6AdA/HD7XAiyACrrcAcSEATwFPzqA8MFevBAEMfyNfe7IBboCvqzCnsFQfUqAIYEO/T+DVP+IPmZBkD6iAaU+0n8VwW59s0Sf+Z/+9AtYspwEAkVxN+xE5P3tAO4/pr3oBvS4oT6CilM5rHwLh4F95P1xALPFW/p9v+9Gd7hrgYJCbH4RPz8/DIKafq3/tj9IgDACXf30Aal+XjzPhzj58f6bBpc7z71bAx3DdnybfsUENr65PVBHCHocQMNFZrmkQwZ/yL+4v+i+3AKPvZ5AHkFNwQ5+Fr6CRbI7rn99Bau7fQAbxgx3wwWmPvJ+l8Gs+tXGQX6xu3NFe71QQlK+n4DBAxK5r0hqu/q8y0VXAOB650JngaJ8RcEaQou96jsBSeh7JL5ngwu/SMD6vesDL7+pPXHB60F+vKi/7sUlviL6MUjdvYe8GkUSQFj7HkILxAk8BwACgsH/Eb7UwdsAH75dP6sDAD1LAMCA3T8IAvx7OwS2/yd8tYQtPq/A9b7oQImCjjqJBCbCuPrKg0ZBHD9hvQeDqsGvd3PH0n3JPfFEC32AAfp/rgFW/yN9jUNwfxxAJX/4fxsDZn8UfWEEgL+Xu4lFTf7qPBcDEMFPfFWA2MRSvkZ+f8JOQRU6pkVxfq07C8W/ftj9X0HvAIo/XX9PAN2ALQCqPhbCHEFm+1yEp72Kf5PDdTxig6f82sPG/4r5Vowl+QO8TkdAPW8+dkKYfjX/qoCvgnH7BAEVBjZ4acNnQSg8P4HKgov5rYSTAEo8qQMF/3c/Wn8hQc4/zPw8RHZ+w/5vAHcC2r2S/nEDWn9UPmbAuALrOxfA7cZ4uaa+H4bIexrA6AIJu+yFiHvygAIE4fhkAuvGwvN8hKVIC3PSRkKAdfskRF8AtfungMgENHye/zUB6IDffS7CLj90vo7A/v+wQNT/Tr4lg+S+Rf1aBBL/LDnQBamCmrjxxD1BNTyBgnHBeXwhwlxAjD3ZQx56M0bZvuQ7EYXa/UEBAUEr/VwB3UBqO9vEAX9M++/GAX1we+wFvP74fXrBkwCe/5l/SEG1vw+BK/6rQDLByL/pfeVCNz+xvYiEM3ygQC/BFT78Aeu+Of3xCuR1Nz8mCeF45zzYRld/VLkzxY4CWfj+QaaFyboMPw5FNT2uvVZBeEM1vAV+LURsP927tULMARVAGnyuQqdAiTn2xha+/HuOAsK/7z6Vg0h9kcAIQlT6TMUc/ow7/QU+vje77QCZQ/D+9juoQpXADz6xPt/AekMX+qQBBYPFO3x/2YQQfCg9qwdbeju/j8IoPXREC7k9v6kHzvl8fmqC2UDAvhI9HcUffPWAzv69gHlBuHutBOT5xYLpA9V104W3Aez6okOfv+d+dgEef7+/bsJTu1pAoYPEOiVEV73yPqJCiv91v539d8Q9/Y6+IEMuPr+9goI+P+q9lwLygPV794OCwZL7NoOFvp0+nYVN+sW/kkPu/pl8bEQpftx9lsLW/cd/ekF+P89+tL8kQ1L9o/+ggoz91T8UgFWBvgCxfhkAFgImfuCBWLsKRav+V30fg/v94P/bAIZ/J36tA4A850ENQKzAFgAJe5kI6vfFvvsG87n9QUiBnH4LAUDBWv0CwbaBBr01g1w9mf8hQJXAyb69P1TCJQB/vPW/KcNWfo778EUCflm988UbedrCnkWecvKI4MQ5tFsEFQYOuZt9W8gOuAdBYYVv+MnC5UFwfr8/DH+ivlqHLXfxgKyIcTW7A5dExPjag3+AkT3hAdf+68AaPw0Bgr2gAgFAvH3hgPF/tP8DgD9ACUCvQBL8wUVS/Iy+68KU/4zBafqbQ+lBfvnPg09CkXiJBMvCSHkYweAGrnh9/yGI77a3AxA/wQBzv/y9CIWlu7SCDABM/vTB5j+6/VDBmgLW/DvA34L7/Ux9Sod/O8o8CEl5Oj//eINYfp/B8T3uwb2/uP9l/0JBQf8KwBkALr3bw349ab2/BRi/trsiw2FAir/BP2M/ToD4AQFB5XrigtJA7r85/q5BeQCWfxk/h0BeQQ7934MX/y2+0IGHgkD8OcPpQHm6ywfOu1gADEIgPBvB8wQJ97mATwswNQCARskst84/8wfyOStA+YLbfXWBycAlfiiCW4JueQgD+4JT+8rBnkA7PvAAd8Gm/gq+1EPEvqL8dwVS/nx9jAPv/SOBt7/pPw7A/wGl/rhAxAC8Po9AGcFggCV7Y4K2gjX8MMAPBJb8sjz2xyHAa7ffRe0DRbiDhN/9WT9hw75+b7vkA30BZTvCBFS6ocJ+RFy6oUE1AtO9Fj3+Bh67JT+ihD58tQFHgHS/Db7yAyc7WcMNv/m75wW2+2H/6cSZfBg8sAhhPKV8/0RtfkH9CgMcwfB6vcMu/+G/PERr+j1AOseqODu+gkdV/X06JwZmAzs0wAVYh/609oLwxeH7oP6JQ/G99QAewTa+lUAe/yiBnv10AjK/l33+QqXAyz4zf2zCBIAb/a6CUQIjfBcBE8Ol/qr6HkaewIr6gUCEhMS9i737Q8W8EYP3v4l7LcR7wWQ8bX5bhgv9OHu2RWqCZTmegCbFpH64vFVBlIM8PFC/u8J7foCA3LzMw2dBwfjdQ6YF4Dmw/NJKbj3X+h6GjL7jfNaCzr88vv2CaDzGf0vHIHfMAh3FwToEQPrB/YGu++dB7/7ZgZb/LL9ZQFY++8N1fJmB0759gbMAAv01wlDAVAEJPAZDxMA7O4YEW0M0+LO/5EpL98++18bd+tE+aoUhgHF5bQTcwQm89wIbPqTBhUCbvGRCoADzfaGBJMB/wIBAAQAUfu4DfHzC/10CRX2uQnt+cX7IA5I+Qj27BD++Wb13hGg/4zzzAQ1//4Bd/Ul/EkcMNyYEDQK1+ypDpL7zAC18qUPJfqH/E8EPf9SA5f7Qgbp9WsLQvdP+1kFRQVd+kvzwxsr+8vqbhmn/xHq3hNA/vjwfQV0Ci71If0eEAnxev3GCzzy4gR0CznrFgm3DCbvfQPrBZH+9ACb988ErxOS6n74qB9n6ab9TRG06Y0Kyv8F/FACN/2kAxMA1P2zBh0G6PATCTcEV/qd9jcSZP+a5CUcXPeR+YwKQvguBZ751QTXBlbyBwTqBlD8+AAjAGkCUv12/o4AAf1UBV//0Pf0Bv39jgSDBUj0pAQgBEn7YQcz/X/3ABpW5fD35iTm44z8CxEY99H69ghdDK3pbQjZAGD9awcX+qr7Cgm6CALj/hYADMvndgNIDZr+5uxUEwoASO6sEqL7D/yb/1oHKQG28hcIuAeh8swI4AN37Y8OmQIL+MX9yADxA2AAFfnEBXkBVfNjCiUCcPeMAzcFovWmCO3/S/ZKDtD5FP0JBFQBxf+m+50KLfuF93YRGfVc+3H/8g6++cvj1ypk9cPhohq/+lT3iwcA+WT6mwiY/u36JwJFA+r5vgA7AJP5kQ4x9Tf6/BJV61wNXf94+00IQuZOIpj5PN8aKT75xuUdF+T8MfWpC4X4kfjQCcP5KPxGCJf73P7c/A8Js/XK/6AMtPNq9n4J2Al38WkEVwaV+dkCCgHI9D8LiAAJ8uUKzv4E9gQNd/xR9UEOmPqp/+sARfn+Byz+FvzDAHr/UAWt9sIDRhGr5FsGSg2U7W4HuPzQ/70CmvdMBDIBEfxj/o3+Cga6AAL0lwJLC8X0y/5lCfT76f51AWwG1PDBD4QDe+tvDz/7pv4N/lQEb/phA0kE6vTTBr0DCv/27TEMwgyd7Yv5SRRw/7HqzA3F/pn82P/a/fEGgu+0CcQNJ+E8BcgVXe0z/u0EKf54AdMBeQHA8Q8UjwXn6TUHGgyh77gF0wdT7ej/ew/n+KHxBwWPFk3gcQOTJy7WBfgKKYDxYuUuFykIAulJDoH/sfAaDgT/BvgcBw/6GQDTEHjr/fazHHH/TN9kENUSKul9+f0VNvV+9uAKwvURBRr7wgNJ/m72KgqM/nT+hfvlBk0Hqe7tAbsR4fLr+OUW6/DK+u4SJAKu6sAEchzS36v/Ixqk6zD9KQyb+578iQfg8twHixCl53wBPwzS/zjygQYrCQz2jgEdA7gKle+kAzIR/+oLCBwExf9x/VkBSQJr/lAGX/TwCKIJ/e1s/UccR+mD+88XgPLYAFoFx/wa/ZgH7AHl+kUGzQCM9t0N6QAh6/4Wjv5q8AYKXA1z+G3pyx8x9SX2CRNw+gX8JQneArrxdAVSBbz/Gv4cBHoFJf5rAu8IgvWr9pUZnfop9H0BVg309uH5BQ6v91sJV/uZ/n8Ky/XRAC4DiwM/+af+fweB9mgCygpJ9Tb7SRM69JL9kwXF/z//Yf9ABon49QeD/t35QwaMAwfz7gOFD9zttf9/DkIBp/Mx+NQZPfqL8L4RRfmq+ZkGe/sx+y779Az2/G/s4Rqj9UH3+RFx9rb+nP3tDYfuYP83E/Tw1/gFEtz+LfbtARYJuQDl7nAPk/qaAAMCwPbKCkb6BwNS+DIDGAsD9RED7/4HBcAD2/TACTMCc/bnCcoEouwMCk4FQvlz/u0FWAOZ86oNEgTh6gAO3Q2U8T/zfhGLAa7yBguF/b/5Jg7o+nXzAgu4BPn4+vwRDAX90/H4EG7/m+1RE3oAbPGjCUYOhPBe+ccRLv7t9dr88BMF8RL7MBDM9xX8bAVVA5fz5goWAhP7V/zBA24IV/LKBGIOzPLF+p4MdgGP7x0EaRCN7pj+cBLj9Bj5uRP5/pDpgQ53DxjlvQifBKr6Lf7zBMsCh/UXDen+7fqzAU4CEf0oALAAKwDtAeH76ABhAZQCZ/ma/3IIVv4G9hYF1g4D8k/5oxei7n7+gQ/38xr/WAifAJL6WQOwARz4TQpb/q3yIBSY+G32wQ1h+Xf9HwS1BvX2BQWA/kcEZQM992IESQEGBOrzWwelAbj3fgs/+64AF/f3COz+9vmxD1f1rvcmCfwL7usCBnoM6/e9+mkKIPd6AvkIAfCBBycD3wdT9YcGPAAG/XsB7gOs/VD1Ngs4BFzzgQFnC8zzSf7zD7D1tvuuC2b8UvhgD7j9y/G1BAUPfPIj+G4WK/Nf+UoXMvSP9OISfADV7xoDGgt59Tr+Ugoh9PUDtAU++z4AuAAFAEb+lf18BAkEQO5OCVsScuL0Cu8SF+8X/SwJsf+Z9s8DHAVd+H8CxAOb+OMBHgQ7AMT3hgOGCgHv1P21GDHsoe9WF30Bx+sEEAsGueqrClsJJfpW9nMM1/4q8oEOw/8785sKPwWd+DIBkAZk/AH/8wZk9Z0HHA4e6W8DgxEM/zX2j/pfDgP4OfzjBHL57AUrBn/rhwYFE473IPD2CS8LO/GhBH4Hj/zD+gQIwf5d8l4dC/Zz5BYdOgo16JL40B4U9RvtnRMwAPD1Dw4JAePu3g58B4jvowTMCS//UPdMBJUFkPgNCcD96PjaDUr5cvYWD4n95vPZC6wElvD5CUkFP+8ZAY8VUuzv+JsT5/oW/NAC+f20BAX/AfztBEUADwFB+34BVwbs+XUC/P37/aIEmf0d/LwEbwGEAmj6Uf4lEPv42PQCD3YDWfTtAh8EQwDo+HQBpf+UBCr8Tv3GAhgA2wGh/NECAf9z/HgEhAC/+4X+xAFyAJP6RAK/ALn7oQqI8M8C2w1G74MD6gq/9db+Jwnv/U79CwW0/ZUAgQD4AL4AqvtL/c4LI/v1+mYD9v+BCG/y7AHLDMv3mvqRCQ39HftjBQ3/vftC/1EE+veN/9UEIwVj/ff0oAfeDP3vNf25BYYBQP7D96YKFfrG+AUVLu/P9PwfffgA5jQV/wuo6DIHPAkF+S0CPQOr+lUH4wE0+eH/kwL9Cazup/4eDuH0Rv3FDJz2BfouDj34AwETAzT/vgBy+1cEgQFmAgb1hABVDzHzP/nrCF4CgvyF/ykAUAEYAc799gT2/c8Cn/5y+hsM0vuv+e4HU/15/UgDhfy1Brb5kvrFC2/5bP8UBrL6tP9XAsoACwIh/fT9RweG/YX3zAfSAqr0Fgie/MH4LQzV/7j18ganBVf4zQC++ToNFvwe84UEFglu/qr1PPwKCxwEm/FZAYQObvUn/7UOme1RApIL7PjB+2cH1QkB9aX+bwwT/JH7BAOm/gj5ywChBn3z+wHbCJr0sQCHC7D2g/1NCAH6wP1eAoj9IwCJ/CYAUwJt/b4Dlgb98GwCUgrL9u8C0vyH/pwJNvrf95MMdQPi9ScD5wV++y4BkQGO+agBAwD0/dACtfdqApYE6PtR/rUFtf0m+zIHgvz89icHbAP69mMEoP6PAar46P2lCeb6UfnXAMwJc/sb/iMBzf9E/usBHgEJ/KL9xgjD9l//sAac+8r+pwIb/uUB+vvIATwGZPUm/+UJM/vB+NcEcgJ2/cv/OgLA/b39GQJO+kIBIgYl+6T8TQStBrX2yv96Bpj4ff0LB435jf/dBCb6mgQ1/xT+9AIr/CP/NgMuAqb5swC6BSX6oPxxC43/cfbXBtEBu/qd/RYJePz+8+cNtAOu7akEGAs8+AP+Qwif/tX8MwHs/oYAdP5v+6gEbAQw+AAA9ATL/YECt/4k/LgGs/v7/MsAYADiA/v7jwTG/pz8FAaa/Q8ADgBN/lQA9QQw/EYAnwNq/UH9SP+9AMcAiv4g/moJqfyS+uQHOv68+eYBtP/RAQ38yvzsAicAmfz0/6YAJv5yBnb41QCqB+76ifqzB8MBW/bxADUIqfm++skGPQTG9CH5DxbU84n2yQ8tANPxogAiEhX0i/ZjEq763PRYB+IEF/Q2AEoMPfnY9NsL6Qm96rwByg3I9gL6+gthAcvuswqzA6LzEwn6BZL6TfxPAwUCK/2r/179zv4B/pQHyP3h9xcNG/5S9MUDDwf0/UP8gAIsAHj8OP43Bpv/8/lKAX8ETv8Z+6AGVQEA+bcAMQVd/hcAwAL4+F8AFwlG+3P6Fgv+BOT2P/zJC4P/OvKXCOoGrfi79+8GYARE+t/+Dgip/Kz3Tg5Y/Nz5RAVeAQD8Af4SBpL8uABnAe/8XgPm/yYEUwDV/L0A+gHs/6D/mAGq/XIChABP+8YEHgZp/4H0OQUiDKH1NfvdB6//gfqhA7IDWfvF/Y4FI/8M+hMFrAKU+0MAsQJvAWv5MATTBXj7ZvsbA/UN+/V7/MUHIf7Q++wCLwOm/P//vv7qBNP/d/i9A48Jofz18moHrAgJ9/n7YQUIAB/8PQM2Apj8Sf9GBPb/vv6gAi0BTvwxBIwAYPq4BiwBBPvg/kMHFv/j9owAuAcFAR7zxfxLDrL+9vO0B90Dbvpb/5wC6P7H+vQCvACK+0QA3v+iAD3+QP+OAnH9v/7PAwH/yP6t/4YAAP+KAssAi/kw/7EC4AC//rb8Hv8MAyf8xvtuA+v+ofjb/zIAlP5p/zD9hgOL/HX7XwL5/439Ff/q//H/sP3tAHQALv9V/XT8KQar/j37JP8DBG/9//fnAyIBKftw/wgCffxZ/KQEEwFS9pgC3gVl+TX9PAPs/bb9fgKE/wP6EQGoA2n7XP03AMsA//th/+gBGwDT/8f9xgE7Arn8qgA2AIP/bwIq/p/+5AAoAi/8hgBpBAn8BgASAqz7kP0BAXsD3fwp+m8Hlf9J+3UEPf9P+oQC9ASV+vv9hwa2ANr5JAF/BCwAy/6R/fUDiwFk/Q0C1QT6/CEAwANI/YYCAQDV/ykAvf2dAuMEFPty/GgHJAFs/en7tAKBBUz+M/2dAsL/kvx8BUL8SPkXCFMCIvm6AbIDy/5i/gUB+AAxAFUAIQAuAXgCogDA/xoBrgDXARMBigEj/lj/jwaA+j38Vwnc/0L80AHfAP8Ahf+6AG/+g/8cBN38df/eBdX9H/0JBRgCd/1z/34BKgDZ/c7/GwKA/zgBYASX/hr9CgeIAMX4HwYoA2b7CwJ+BIX+wv5yAhYAqf6+/gsDegGk/TUBgwIW/4D/VgFUA6H/hfzkAp8DnPzV/ccHnABW+gYEwQLs/e0AMQA7/O0AKALy/nr//P2rARgE3fvh/eIDZP4F/T8BIQIY/pv/swM9/Ej92gW7ASf8EQGoBXz8mPwUBH0Ay/wm/1QB3QFUARX9AAH+AFT9yABlAOr9pP4NAJX/5/65/74A3f75/ncA6AACAeH9EP/tAGsARgCV/uQA9wH5/kT80gH6BIn80f+5A0H/2f8rAgz/p/7eAk0ACP+GAUIBev9FAUMAPwAhA3b/eP0ZAwICxf0d/gUD6ACt/KABAQHV//j+KQFCAIH+AAHO/3r/dQHSABD+zwFeAZb/M/9JAIwARP9oAFb/HAMcAEj8QwGUAsP/yP3vAJABJf4h/08CYv6a/IoBawEd/c39CQOv/836BAD0AsP///uf/ngACQCj/rn9EQA+/6r+d/4dAJv+a/3cAEkApvx+ARIEzvw0/vABPQDC/Z3/7AHy/In8mgEG/1P8jADU/yP9DP8KAVv/H/1BAacAZPzAABoBzP16/fb9lwFiAWT8eP6CA1EA6fsx/6kDev4d+z8BWAIv/p7+HgHuABb+Qv95AUf/X//CAPj+7f3J/78CL/8p+xQBKQMP/Wf6qADNAkz9a/2/ABkBBgDN/Y39xAGhAHv9n/9zABADZf8k/TAA3QBVAET8fP4UAZr+8/2P/xkCQ/87/i0A7/4Y/lIBcAHK/G79ngFfAQz8iv4vAocAOP7j/h8CWf8M/+f/Jf+y/qQAHAAQ/Cb+twJlAKH7/v9nA2r/Cv5TAZUBpf6r/ycBwv+4/8AATQF2AI7/JQDrAagAcv8nAS4B9//+/xICswCZ/iIB1QHq/xQADAG1AI//5/8UAR0BAgCV/xMASv/1//MAuv+K/4AAswBPAMX/lf/8ABEBVP8QAG4B2v/K/9IBaAEeAHYBIAOkAAP/rgEsAcb+Pv9uALEA4P9MAS8Bwv96AH0AswDKADcAK/67/2UBTv7R/XcAHwG6/av+5QIiAW7+Bv+uACsAcf/z/0H/uP/nABIA8f7tAP4A+P4QAJsA2v8GAKgAOf/C/kUA3AAa/9b9rf97AGb+tv0dACoANf4H/vD+jv+D/uj8a/1U/4P/dP1//qr/+v2l/V7+g/7u/eH9pv1E/pL+sv6r/5/+x/2y/sX/9f3u/L3+lf7h/e3+V/++/hX/6v7y/UT+Rf89/uj8If6d/8T+4v3Z/jT/w/5X/gX/pf+p/yT/r/79/7EAq/8R/93/QQAvAHIAwgCWAFsAvwDHAPoAbAEvAVIA8ADdAfgAKAGQAaIAwABxAd4A9f9ZAPkAyAB3AAEBuQFGAYAAaACTAY4BCgD9/+QAMAGFAIAAIAFfAaIAagDXAdABgQCwAJEB+ABfAP8AfgFoAMn/egHiAf3/eACIAgoBmf61AIoDkgDq/YYAzALeAL3+qwDmAbQAk/9aAGABwwD1/5IA8QGgABAAbQEsASP/s/8eAjQBLP9MADAC8ADV/wEBwgGOAKL/6QBQARAASAATAcIANwCWAFYBGAFNAAgAcwHaAaUAzAAEAsgB0wCSAdIB7QClAL4B5QGDAJMAigGmAWkALQAKARsBmgA9AP4AJwGJAI4AoQCeAFkApADJAIMAdQBYAMMA5gB2AHEA5AAkAXUAjQBSAUQBVACDAIEBIQFmAFcAIQFSAfMAjgAXATICjQH6/7IA/gK+AYj/ygCHAmcBAACUABABzgBfAFQAjACNAGsA0QDNALH/CwCxAQcB8P4CAO4BHgEAAL8AhwH/AKMAwgDWAK4AigABAesASgCRAIsB+QDE/14AQAGDADX/QQBsASMAR/9rADgBYwDC/4UAcgGwAM3/uACGATYAZP+CAIIAUv9G/zcA2P9C/+b/XgAyAP//AQAVACUA0P9X/+X/EgBX/2f/HwATAFj/e//I/57/c/9c/1b/If9A/1b/MP8N/17/V//M/tD+Qf9w/9f+mf4f/3z/Gf+s/hH/SP/K/mj+wf4G/5r+ev7N/pr+f/7u/hT/gv6X/m3/iP/l/pH+cP+z/9n+nf5Y/8H///6y/mP/tv/x/qn+Uv9o/9r+vv41/0f//P72/iT/IP8B/+f+AP8g/xX/F/82/1D/Qv9O/1z/Sf8q/1b/Z/81/2j/xf+Z//n+Iv8LAO7/u/6T/hEAhABR/9P+w/+SAMX/9v5Q/wUA9/8Y/+j+Xv/N/23/+/4s/5L/4/9//2j/yf/r/6H/fv+s/3j/Uf+S/8r/mv9q/9H/DADV/4j/rP/l/67/bP+L//n/6/+t/+j/LwAaANH/+/8aANv/wv/h/w4A1f+1/9T/9P/n/83/7v/r/+T/4v8LAPr/xf/I/+v/9//N/9T/BQApAAkADABGADsAEgD5/yIADgDo//b/8f/m/9X/6//0/+j/7P/q//r/9/8PADAAIAASACgAPQArABkAHQAYABQAFAAEAPj/9v8DAPn/9v8TACAAIgAjAFIAXgA9AD0AMgAuAB0AGAD//+z/EwAuABsAEABDAFEAKgAwAEoAPQAlACoAKQASAB8AMwAlABgALQBGAEIAQgBZAGAAUgBCAEoAQAAmAB4AFwAWABMAIgAgABcAHAArACUACwAbACcAIQAcAC0AOAAqACsAMgAyACwALgA2ADYANwA1ADkAPAA4ADUANQA1ADAAMgA3ADQALwA4ADcAKgAkACwAMAAiACUALgApABUAFAAQAAIA/v8CAAgAAwAHABYAIAAbACEAMQApACMAIgAwACMAIAArACYAGgAUACAADgAIABEAHwAXAAkAHQAWAA8ABQATABAABwAKAAYACAD8/wUAAAADAAYACwAMAAoAEwAXAB0AEQASABMAFgAKAAsAGAAUABUACwAPAA4AEAASABMAFQAUABoAGAASAA8AFAANAAYABgAGAAQABAADAAYAAgAKAAsACwARABQAGAARABEAEAANAAgABAADAAQAAwAFAA4AEQATABUAEQAQAA4ADwAMAAkACwAIAAMA///8//z/AAAEAAMAAwACAAkABgAIAAsABgAFAAkABgAHAAQABgACAAUAAgABAAUAAgAHAAYACQAGAAkABQACAAAABAABAP//BAAAAAAA//8DAAAAAgAGAAgABwABAAQABQAEAAEA/v8BAP3//f/9//z//f/8//z/+f/5//r//v/9//z/AQD///////8CAAEA/v/9/wAA/v/8//7//f/7//z/+f/6//r/+//4//n/+f/8//v/+P/5//r/+//8//v//f/7//z//P/6//z//P/7//r/+v/7//7/AQAAAP//AAD//////v8BAP3///////3//P/6//3////+//n//P/4//n/9f/3//j/9v/1//P/9f/1//T/+P/2//f/9f/3//v/+//8//r/+//7//3//P/6//v//P/6//r//v8AAP///v/8//3//v/9//z//P/6//r//v////z/+//+/wAA//8AAP3/AQD///7///8DAP7/BgABAAEACQAHAAMABgAFAAUABwAHAAcAAQABAAUABAAEAAYABQAHAAQABAAEAAMABQAGAAYA//8AAAEAAwAAAAEABQAFAAEAAQACAAMABgAIAAYABAABAAMABQAGAAQAAwACAAMABgAHAAMACAAHAAQAAwABAAIABAAEAAQAAwAHAAEA//8AAAIABQAGAAAAAwD9////AgAEAAAAAgAFAAAAAgABAAEAAgAEAAUAAQADAAQABQADAAUAAwAHAAQABwAIAAQABAADAAMABwAFAAYAAwAFAAcABgAJAAYACAAHAAsABQAHAAkACQAKAAYACAAHAAkACgAOAAwADAAMAAsAEAAMAA0ADAAOAA0ADwAOAA4ADQAQABIADQATABEAFgARABMAEQAUAA4AFQATABIAFgAVABQADwAQABEAEwASABIADgAPABEAEgASABEAEgARABAAEAARAA0AEgAUABMAEQATABEAFQASABQAFQAVAA4AEQARABEAFAAVABAAEQARAA8AEAAPABIAFAAWABIAFAAQABUAEwAXABgAEQAUABQAFAASABQAFAAUABEAEAARABAAFAATABMAEwARABAADwAQABEAEQASABIAEAAPABAAEQAUABQADwASAA8AEAANABAAEAASAAwAEgARAA8AEAAPAA8ADgANAAwADAANABAADgANAAwADQAOAAsACwAPAA8ADQAMABAADAAQAA8ABgAKABAADQAOAAwADQAHAAwACwAMAA0ACQAKAA0ACQAGAAcABwAJAAcACQAKAAsACAAKAAcACwAKAAgAAgAFAAoACQALAAsADQAJAAwABgAGAAcACQAKAAoABQAEAAMABAAGAAUACAAFAAgADAAKAAIAAwABAAIAAQAEAAMAAwABAPz/AwAFAAEAAwACAAMABgAGAAUAAQABAAQAAgAFAAcABAADAAMABgADAAMAAQAGAAQAAAACAAIABgAGAAUAAQACAAEABAAAAAAABgAGAP7/AAAAAP7/AwADAAEAAAADAAYAAQAFAAIABAABAAIAAwADAAEAAgAFAAQABAAEAAQABQABAAIABQAFAAMAAwAFAAQAAQAAAAMAAAAIAAUA/////wYAAAAEAAQAAgD//wEAAgAAAP7/BQAEAP//AQD+/wEAAAAAAP//AQADAAEA/v/+/wAA/v8AAAIA/v/7//7/AAAAAP/////9//z/AAABAP///v/6//7/+//8//r/+P/4//n//P/9//3//v/9//z//f/7//7//P8BAPn////4//n//f/9//X//P/7//j/+//8//f/+P/6//n//P/6//v/+f/5//v/+f/3//f/+v/7//r//P/4//f/9v/2//j/+/////f/+f/2//r/+v/6//n/+v/6//b/+f/3//j/+f/3//j/9//z//T/9P/6//b/9//0//n/9P/0//r/9v/9//f/+P/x//b//f/6//X//f/7//b/+//2//b/+P/6//r/+//8//f/+P/1//n/+P/6//f/+v/4//r/+f/7//X//f/4//X/+v/1//X/9//7//n/+f/4//z/+f/9//z/9v/4//z/+P/8//3/+f/1//j/9//6//n/+v/7//z//v/7//n/+P/0//f//P/9//n/9v/1//n/+f8AAP//9//4//3/+v/8/wAA/f/7//r/+//9//n//f/1//n/+P/5//j/+v/8//r/+P/2//r/+//6//j/+P/5//r/+v/+//j/+f/4//n//v/6//j/+//8//b/+P/3//r//P/+/wAA+P/8//n/+//5//r////7//f/+v////3//v/6//3//v/8//z/+v/9//3//f/7//z//f/9//n/+//1//j//f/9//j//P/7//n/+P/6//f/+f/6//v/+v/7//n/+v/7//7//v////v/AAD8//z//P/5//b//P/6//f/+//6//n/+v/7//7/+//+//f////4//n/+v/2//r//f8GAPv/+P/y/wEA+f/9/wAA+f/7////+f/8//3//v/7//z/+//6//z/9//8//r//v/5//v/+f/1//X/+P/+//n/+P/0//b/+v/6//v/+P/4//n//P/7//v/+f/4//7//f////7/+f/5//v/+//7//r/+P/5//r/+f/5//v////7//v/+v/3//j/+f/3//v/9//7//n/+P/5//3//f/5//T/+v/6//X/+f/6/wEA+/8CAP3/AQD8//7//v/8//v/AQADAPr/+f/1//v/+/8GAAQA/P/7//7/AAD8/wAA/P8BAAAA/v/+//3/AAD6//7/+v8BAP3/+//9/wAA/P/8//7/9v/4//3//v8DAP3//P/3//7/+v/+//7//v///wAA/v/+//7//P8AAP//+v/4//v/AAD///n/AAD///v/AAD8//7/+v8AAP7/+/8AAP///v/6//r/BAD9//r/+P/6//z//f8EAAAA/P/1////AAAGAP3/AAD///3//v8AAPn////9///////5//z//v8AAP7/AgABAAMA+v/+//z//P/5//7//P///wEA+//+//v/AAD7//v///////n/+//6//j/AQAAAPn/+P/3//n///8CAPj//P/5//z/+f/9//b/+v/3//v//f8CAPn//f/4//X/AAD5//f/9v////z/9f/6//7////3//r////8//j/9v////z/+v/8/wEAAAD7//3/9//7//b/AAD9//r/+f/2//r//P//////+//9//7/+//8//r/+f/5//z/+//8//7/+f/6//3/+//8////AQAAAPz//P/5//v/+/8EAPn/+//8/////v/9////AgACAP7/AAD/////AAAFAP///v/6/wEAAAACAP7/+f/+/wYA//8BAAYABgAFAAQA//8CAAAABQAFAP//AwACAAMAAwADAAIAAwABAAEAAQAAAAAA/v8CAP7/+//8/wEA//8AAAAAAAAAAAIA//8CAAMAAAD9/wIA/P/+////AgAGAAEA/f/6//3///8DAP7/AwD9//3/AwAEAPv//f/5//n/AQACAP7//f8BAP//AwAEAAAAAgD8/wIA/f8EAP//AQAAAAAABgD5//7/+/8IAAAA+//8/wgAAQADAAQA/v8CAAMAAQABAAQABwAEAAIABAADAAEA//8CAAIAAAABAAIAAgADAP//AwAAAAMABQAIAAIAAwAFAAAAAwACAAQABAAGAAQA/f8BAAQA//8DAAMA/v/7/wIA/P8BAP//AwD//wEA/f8AAAYAAwAHAAQABAD+//7/AAD//wIAAwAKAAYABgAEAAcAAwACAAQAAgAGAAgAAwD+//7/CgAFAAQAAQAFAAcAAgAGAAQABQAAAAQAAAAGAP3/BQAEAAQACgAHAAIAAgADAAEAAwADAAIAAQACAAMAAwAKAAYABgACAAcABwAMAAAABwAAAAIAAwAGAAAAAgAAAP3/AgABAP7//v8CAAEABQADAAUAAwABAAAA//8BAAUAAwACAAUACQAIAAQA/v8AAAQABQAHAAMABwACAAQABQADAAEABAAHAAMABAADAAIAAQABAAIA//8CAAIABAAAAAYABAALAPz/AwD//wIABgADAP//BQAIAAUA/P8AAAEABAAFAAEAAQD5/wAA//8DAAEA/v/9//////8AAAIAAgABAAUAAgADAAUAAgAEAAIAAQD+//z/AwABAP///P8CAAIA/v/9/wEAAAD9/wAAAgADAP7/AgD//wAAAAD///3//f8EAAEA///7//3//////wIA/v8DAP//AwD9////AwAEAPr//f/8//r/AwADAAAA/v/7//7///8DAP3/AQD7//r/AQD///j/AAABAAEA/P////3/AAD+//z////8////+/8FAAMA/P/7/wAAAQD+/wAA/f/9//3/+v/6//z//v/8//7//P/+//7//v///wAA+//6//v/9//5//r//v/9//v//f/8//v//v8BAAIA/v8DAAAA///6//z////9//r//P8CAP///v/8//3//P////7/+f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+ expires_at=1729286252, + transcript="Yes.", + ), + ), + ) + ], + created=1729282652, + model="gpt-4o-audio-preview-2024-10-01", + object="chat.completion", + system_fingerprint="fp_4eafc16e9d", + usage=usage_object, + service_tier=None, + ) + + cost = completion_cost(completion, model="gpt-4o-audio-preview-2024-10-01") + + model_info = litellm.get_model_info("gpt-4o-audio-preview-2024-10-01") + print(f"model_info: {model_info}") + ## input cost + + input_audio_cost = ( + model_info["input_cost_per_audio_token"] + * usage_object.prompt_tokens_details.audio_tokens + ) + input_text_cost = ( + model_info["input_cost_per_token"] + * usage_object.prompt_tokens_details.text_tokens + ) + + total_input_cost = input_audio_cost + input_text_cost + + ## output cost + + output_audio_cost = ( + model_info["output_cost_per_audio_token"] + * usage_object.completion_tokens_details.audio_tokens + ) + output_text_cost = ( + model_info["output_cost_per_token"] + * usage_object.completion_tokens_details.text_tokens + ) + + total_output_cost = output_audio_cost + output_text_cost + + assert round(cost, 2) == round(total_input_cost + total_output_cost, 2) diff --git a/tests/local_testing/test_jwt.py b/tests/local_testing/test_jwt.py index 4bd3f2613..15ce4192d 100644 --- a/tests/local_testing/test_jwt.py +++ b/tests/local_testing/test_jwt.py @@ -993,3 +993,29 @@ async def test_allow_access_by_email(public_jwt_key, user_email, should_work): ): # Replace with the actual exception raised on failure resp = await user_api_key_auth(request=request, api_key=bearer_token) print(resp) + + +def test_get_public_key_from_jwk_url(): + import litellm + from litellm.proxy.auth.handle_jwt import JWTHandler + + jwt_handler = JWTHandler() + + jwk_response = [ + { + "kty": "RSA", + "alg": "RS256", + "kid": "RaPJB8QVptWHjHcoHkVlUWO4f0D3BtcY6iSDXgGVBgk", + "use": "sig", + "e": "AQAB", + "n": "zgLDu57gLpkzzIkKrTKQVyjK8X40hvu6X_JOeFjmYmI0r3bh7FTOmre5rTEkDOL-1xvQguZAx4hjKmCzBU5Kz84FbsGiqM0ug19df4kwdTS6XOM6YEKUZrbaw4P7xTPsbZj7W2G_kxWNm3Xaxq6UKFdUF7n9snnBKKD6iUA-cE6HfsYmt9OhYZJfy44dbAbuanFmAsWw97SHrPFL3ueh3Ixt19KgpF4iSsXNg3YvoesdFM8psmivgePyyHA8k7pK1Yq7rNQX1Q9nzhvP-F7ocFbP52KYPlaSTu30YwPTVTFKYpDNmHT1fZ7LXZZNLrP_7-NSY76HS2ozSpzjsGVelQ", + } + ] + + public_key = jwt_handler.parse_keys( + keys=jwk_response, + kid="RaPJB8QVptWHjHcoHkVlUWO4f0D3BtcY6iSDXgGVBgk", + ) + + assert public_key is not None + assert public_key == jwk_response[0] diff --git a/tests/local_testing/test_utils.py b/tests/local_testing/test_utils.py index a5afcc33e..61b424129 100644 --- a/tests/local_testing/test_utils.py +++ b/tests/local_testing/test_utils.py @@ -833,3 +833,17 @@ def test_is_base64_encoded(): from litellm.utils import is_base64_encoded assert is_base64_encoded(s=base64_image) is True + + +@pytest.mark.parametrize( + "model, expected_bool", [("gpt-3.5-turbo", False), ("gpt-4o-audio-preview", True)] +) +def test_supports_audio_input(model, expected_bool): + os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True" + litellm.model_cost = litellm.get_model_cost_map(url="") + + from litellm.utils import supports_audio_input, supports_audio_output + + supports_pc = supports_audio_input(model=model) + + assert supports_pc == expected_bool