Code - yjyoon/whisper_server

"""OpenAI's handling of `response_format` and `timestamp_granularities` is a bit confusing and inconsistent. This test module exists to capture the OpenAI API's behavior with respect to these parameters.""" # noqa: E501 from faster_whisper_server.server_models import TIMESTAMP_GRANULARITIES_COMBINATIONS, TimestampGranularities from openai import AsyncOpenAI, BadRequestError import pytest @pytest.mark.asyncio() @pytest.mark.parametrize("timestamp_granularities", TIMESTAMP_GRANULARITIES_COMBINATIONS) async def test_openai_json_response_format_and_timestamp_granularities_combinations( actual_openai_client: AsyncOpenAI, timestamp_granularities: TimestampGranularities, ) -> None: audio_file = open("audio.wav", "rb") # noqa: SIM115, ASYNC230 if "word" in timestamp_granularities: with pytest.raises(BadRequestError): await actual_openai_client.audio.transcriptions.create( file=audio_file, model="whisper-1", response_format="json", timestamp_granularities=timestamp_granularities, ) else: await actual_openai_client.audio.transcriptions.create( file=audio_file, model="whisper-1", response_format="json", timestamp_granularities=timestamp_granularities ) @pytest.mark.asyncio() @pytest.mark.parametrize("timestamp_granularities", TIMESTAMP_GRANULARITIES_COMBINATIONS) async def test_openai_verbose_json_response_format_and_timestamp_granularities_combinations( actual_openai_client: AsyncOpenAI, timestamp_granularities: TimestampGranularities, ) -> None: audio_file = open("audio.wav", "rb") # noqa: SIM115, ASYNC230 transcription = await actual_openai_client.audio.transcriptions.create( file=audio_file, model="whisper-1", response_format="verbose_json", timestamp_granularities=timestamp_granularities, ) assert transcription.__pydantic_extra__ if timestamp_granularities == ["word"]: # This is an exception where segments are not present assert transcription.__pydantic_extra__.get("segments") is None assert transcription.__pydantic_extra__.get("words") is not None elif "word" in timestamp_granularities: assert transcription.__pydantic_extra__.get("segments") is not None assert transcription.__pydantic_extra__.get("words") is not None else: # Unless explicitly requested, words are not present assert transcription.__pydantic_extra__.get("segments") is not None assert transcription.__pydantic_extra__.get("words") is None