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"""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