tests/sse_test.py

import json
import os

from fastapi.testclient import TestClient
from httpx_sse import connect_sse
import pytest

from faster_whisper_server.server_models import (
    TranscriptionJsonResponse,
    TranscriptionVerboseJsonResponse,
)

FILE_PATHS = ["audio.wav"]  # HACK
ENDPOINTS = [
    "/v1/audio/transcriptions",
    "/v1/audio/translations",
]


parameters = [(file_path, endpoint) for endpoint in ENDPOINTS for file_path in FILE_PATHS]


@pytest.mark.parametrize(("file_path", "endpoint"), parameters)
def test_streaming_transcription_text(client: TestClient, file_path: str, endpoint: str) -> None:
    extension = os.path.splitext(file_path)[1]
    with open(file_path, "rb") as f:
        data = f.read()
    kwargs = {
        "files": {"file": (f"audio.{extension}", data, f"audio/{extension}")},
        "data": {"response_format": "text", "stream": True},
    }
    with connect_sse(client, "POST", endpoint, **kwargs) as event_source:
        for event in event_source.iter_sse():
            print(event)
            assert len(event.data) > 1  # HACK: 1 because of the space character that's always prepended


@pytest.mark.parametrize(("file_path", "endpoint"), parameters)
def test_streaming_transcription_json(client: TestClient, file_path: str, endpoint: str) -> None:
    extension = os.path.splitext(file_path)[1]
    with open(file_path, "rb") as f:
        data = f.read()
    kwargs = {
        "files": {"file": (f"audio.{extension}", data, f"audio/{extension}")},
        "data": {"response_format": "json", "stream": True},
    }
    with connect_sse(client, "POST", endpoint, **kwargs) as event_source:
        for event in event_source.iter_sse():
            TranscriptionJsonResponse(**json.loads(event.data))


@pytest.mark.parametrize(("file_path", "endpoint"), parameters)
def test_streaming_transcription_verbose_json(client: TestClient, file_path: str, endpoint: str) -> None:
    extension = os.path.splitext(file_path)[1]
    with open(file_path, "rb") as f:
        data = f.read()
    kwargs = {
        "files": {"file": (f"audio.{extension}", data, f"audio/{extension}")},
        "data": {"response_format": "verbose_json", "stream": True},
    }
    with connect_sse(client, "POST", endpoint, **kwargs) as event_source:
        for event in event_source.iter_sse():
            TranscriptionVerboseJsonResponse(**json.loads(event.data))