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voculinux/tests/test_recognition_manager_advanced.py
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chore: import vocalinux project
Import the vocalinux source tree (tray app, Next.js site in web/,
packaging, installers, docs and tests) on top of the Gitea template
commit. The project README replaces the template README, and the
template CI files (.gitea/workflows/ci.yml, .jscpd.json, CI.md) are kept.
2026-11-06 11:51:44 +05:30

1297 lines
49 KiB
Python

"""
Deep coverage tests for recognition_manager.py.
Properly isolated - saves/restores sys.modules to avoid polluting other tests.
"""
import importlib
import json
import os
import queue
import sys
import threading
import time
import unittest
from typing import Optional
from unittest.mock import MagicMock, call, patch
# ---- Safely mock external deps, preserving stdlib ----
_MOCK_KEYS = [
"vosk",
"whisper",
"torch",
"pyaudio",
"pywhispercpp",
"pywhispercpp.model",
]
_ORIG_MODULES = {}
for _k in _MOCK_KEYS:
_ORIG_MODULES[_k] = sys.modules.get(_k)
if _k not in sys.modules:
sys.modules[_k] = MagicMock()
if "gi" not in sys.modules:
sys.modules["gi"] = MagicMock()
if "gi.repository" not in sys.modules:
sys.modules["gi.repository"] = MagicMock()
from vocalinux.common_types import RecognitionState # noqa: E402
from vocalinux.speech_recognition.recognition_manager import ( # noqa: E402
SpeechRecognitionManager,
_AudioSegment,
_get_supported_channels,
_get_supported_sample_rate,
_ReleaseGate,
_setup_alsa_error_handler,
get_audio_input_devices,
)
# Restore stdlib modules immediately after import
for _k, _v in _ORIG_MODULES.items():
if _v is not None:
sys.modules[_k] = _v
elif _k in sys.modules and isinstance(sys.modules[_k], MagicMock):
del sys.modules[_k]
def _make_manager(engine="whisper_cpp", **kw):
"""Create a manager with deferred init to avoid actually loading models."""
with (
patch.object(SpeechRecognitionManager, "_init_vosk"),
patch.object(SpeechRecognitionManager, "_init_whisper"),
patch.object(SpeechRecognitionManager, "_init_whispercpp"),
patch.object(SpeechRecognitionManager, "_init_parakeet"),
patch.object(SpeechRecognitionManager, "_init_faster_whisper"),
):
mgr = SpeechRecognitionManager(
engine=engine, model_size="small", language="en-us", defer_download=True, **kw
)
return mgr
def _identity(text: str) -> str:
return text
class TestPushToTalkReleaseGate(unittest.TestCase):
def test_gated_segment_is_held_until_release(self) -> None:
"""A gated segment is transcribed but delivers callbacks only on release."""
manager = _make_manager(engine="vosk")
manager._voice_commands_enabled = True
gate = _ReleaseGate()
segment = _AudioSegment([b"audio"], None, release_gate=gate)
delivered: list[tuple[str, str]] = []
def on_segment(text: str, _started_at: float) -> None:
delivered.append(("segment", text))
def on_text(text: str) -> None:
delivered.append(("text", text))
def on_action(action: str) -> None:
delivered.append(("action", action))
manager.segment_callbacks.append(on_segment)
manager.text_callbacks.append(on_text)
manager.action_callbacks.append(on_action)
with (
patch.object(manager, "_transcribe_with_vosk", return_value="raw"),
patch.object(manager, "_apply_dictionary_corrections", side_effect=_identity),
patch.object(
manager.command_processor,
"process_text",
return_value=("hello", ["action"]),
),
):
manager._process_audio_buffer(segment)
self.assertEqual(delivered, [])
self.assertEqual(len(gate.held), 1)
self.assertEqual(
(gate.held[0].text, gate.held[0].actions, gate.held[0].started_at),
("hello", ["action"], None),
)
gate.set()
manager._release_held_transcripts(gate)
self.assertEqual(
delivered,
[("segment", "hello"), ("text", "hello"), ("action", "action")],
)
self.assertEqual(gate.held, [])
def test_old_session_gate_does_not_release_new_session_text(self) -> None:
"""A slow worker's gate must not release a newer session's held text."""
manager = _make_manager(engine="vosk")
manager._voice_commands_enabled = False
delivered: list[str] = []
manager.text_callbacks.append(delivered.append)
old_gate = _ReleaseGate()
new_gate = _ReleaseGate()
def transcribe(audio_buffer: list[bytes]) -> str:
return audio_buffer[0].decode()
with (
patch.object(manager, "_transcribe_with_vosk", side_effect=transcribe),
patch.object(manager, "_apply_dictionary_corrections", side_effect=_identity),
):
manager._process_audio_buffer(_AudioSegment([b"old"], None, release_gate=old_gate))
manager._process_audio_buffer(_AudioSegment([b"new"], None, release_gate=new_gate))
self.assertEqual(delivered, [])
# The old session's key goes up; the new session is still held.
old_gate.set()
manager._release_held_transcripts(old_gate)
self.assertEqual(delivered, ["old"])
self.assertEqual(len(new_gate.held), 1)
new_gate.set()
manager._release_held_transcripts(new_gate)
self.assertEqual(delivered, ["old", "new"])
def test_empty_transcription_while_held_does_not_flush(self) -> None:
"""A blank mid-hold result must not release text before the key is up."""
manager = _make_manager(engine="vosk")
manager._voice_commands_enabled = False
delivered: list[str] = []
manager.text_callbacks.append(delivered.append)
gate = _ReleaseGate()
with (
patch.object(manager, "_transcribe_with_vosk", return_value="hello"),
patch.object(manager, "_apply_dictionary_corrections", side_effect=_identity),
):
manager._process_audio_buffer(_AudioSegment([b"audio"], None, release_gate=gate))
self.assertEqual(delivered, [])
self.assertEqual(len(gate.held), 1)
with patch.object(manager, "_transcribe_with_vosk", return_value=""):
manager._process_audio_buffer(_AudioSegment([b"blank"], None, release_gate=gate))
self.assertEqual(delivered, [])
self.assertEqual(len(gate.held), 1)
gate.set()
manager._release_held_transcripts(gate)
self.assertEqual(delivered, ["hello"])
def test_ungated_and_released_segments_deliver_immediately(self) -> None:
"""Segments without a pending gate never block callback delivery."""
manager = _make_manager(engine="vosk")
manager._voice_commands_enabled = False
delivered: list[str] = []
manager.text_callbacks.append(delivered.append)
opened_gate = _ReleaseGate()
opened_gate.set()
with (
patch.object(manager, "_transcribe_with_vosk", return_value="hello"),
patch.object(manager, "_apply_dictionary_corrections", side_effect=_identity),
):
for gate in (None, opened_gate):
manager._process_audio_buffer(_AudioSegment([b"audio"], None, release_gate=gate))
self.assertEqual(delivered, ["hello", "hello"])
def test_worker_transcribes_ahead_and_delivers_after_release(self) -> None:
"""Queued segments transcribe during a hold and deliver FIFO after release."""
manager = _make_manager(engine="vosk")
manager._voice_commands_enabled = False
manager.should_record = True
manager._segment_queue = queue.Queue()
gate = _ReleaseGate()
manager._key_release_gate = gate
transcribed = {name: threading.Event() for name in ("first", "second", "final")}
processed_both = threading.Event()
delivered: list[str] = []
manager.text_callbacks.append(delivered.append)
first = _AudioSegment([b"first"], None, release_gate=gate)
second = _AudioSegment([b"second"], None, release_gate=gate)
final = _AudioSegment([b"final"], None, release_gate=gate)
for segment in (first, second):
manager._segment_queue.put((segment, "en-us"))
def transcribe(audio_buffer: list[bytes]) -> str:
text = audio_buffer[0].decode()
transcribed[text].set()
return text
original_process = manager._process_audio_buffer
processed_count = 0
def process_and_signal(
audio_buffer: list[bytes],
language: Optional[str] = None,
) -> None:
nonlocal processed_count
original_process(audio_buffer, language)
processed_count += 1
if processed_count == 2:
processed_both.set()
with (
patch.object(manager, "_transcribe_with_vosk", side_effect=transcribe),
patch.object(manager, "_apply_dictionary_corrections", side_effect=_identity),
patch.object(manager, "_process_audio_buffer", side_effect=process_and_signal),
):
worker = threading.Thread(target=manager._perform_recognition)
worker.start()
try:
self.assertTrue(transcribed["first"].wait(timeout=2))
self.assertTrue(transcribed["second"].wait(timeout=2))
self.assertTrue(processed_both.wait(timeout=2))
self.assertEqual(len(gate.held), 2)
self.assertEqual(delivered, [])
self.assertTrue(worker.is_alive())
gate.set()
manager._segment_queue.put((final, "en-us"))
finally:
gate.set()
manager.should_record = False
manager._segment_queue.put(None)
worker.join(timeout=2)
self.assertFalse(worker.is_alive())
self.assertEqual(delivered, ["first", "second", "final"])
def test_gate_release_without_final_segment_drains_on_timeout(self) -> None:
"""Held transcripts drain when the open gate is noticed on queue timeout."""
manager = _make_manager(engine="vosk")
manager._voice_commands_enabled = False
manager.should_record = True
manager._segment_queue = queue.Queue()
gate = _ReleaseGate()
manager._key_release_gate = gate
transcribed = {name: threading.Event() for name in ("first", "second")}
processed_both = threading.Event()
delivered_both = threading.Event()
delivered: list[str] = []
def on_text(text: str) -> None:
delivered.append(text)
if len(delivered) == 2:
delivered_both.set()
manager.text_callbacks.append(on_text)
for name in ("first", "second"):
manager._segment_queue.put(
(_AudioSegment([name.encode()], None, release_gate=gate), "en-us")
)
def transcribe(audio_buffer: list[bytes]) -> str:
text = audio_buffer[0].decode()
transcribed[text].set()
return text
original_process = manager._process_audio_buffer
processed_count = 0
def process_and_signal(
audio_buffer: list[bytes],
language: Optional[str] = None,
) -> None:
nonlocal processed_count
original_process(audio_buffer, language)
processed_count += 1
if processed_count == 2:
processed_both.set()
with (
patch.object(manager, "_transcribe_with_vosk", side_effect=transcribe),
patch.object(manager, "_apply_dictionary_corrections", side_effect=_identity),
patch.object(manager, "_process_audio_buffer", side_effect=process_and_signal),
):
worker = threading.Thread(target=manager._perform_recognition)
worker.start()
try:
self.assertTrue(transcribed["first"].wait(timeout=2))
self.assertTrue(transcribed["second"].wait(timeout=2))
self.assertTrue(processed_both.wait(timeout=2))
self.assertEqual(delivered, [])
gate.set()
self.assertTrue(delivered_both.wait(timeout=2))
self.assertEqual(delivered, ["first", "second"])
finally:
gate.set()
manager.should_record = False
manager._segment_queue.put(None)
worker.join(timeout=2)
self.assertFalse(worker.is_alive())
def test_worker_exit_force_releases_held_transcripts(self) -> None:
"""The worker's finally block delivers held text even if the gate stays closed."""
manager = _make_manager(engine="vosk")
manager._voice_commands_enabled = False
manager.should_record = False
manager._segment_queue = queue.Queue()
gate = _ReleaseGate()
manager._key_release_gate = gate
delivered: list[str] = []
manager.text_callbacks.append(delivered.append)
for name in ("first", "second"):
manager._segment_queue.put(
(_AudioSegment([name.encode()], None, release_gate=gate), "en-us")
)
manager._segment_queue.put(None)
def transcribe(audio_buffer: list[bytes]) -> str:
return audio_buffer[0].decode()
with (
patch.object(
manager,
"_transcribe_with_vosk",
side_effect=transcribe,
),
patch.object(manager, "_apply_dictionary_corrections", side_effect=_identity),
):
worker = threading.Thread(target=manager._perform_recognition)
worker.start()
try:
worker.join(timeout=2)
self.assertFalse(worker.is_alive())
self.assertFalse(gate.is_set())
finally:
if worker.is_alive():
gate.set()
worker.join(timeout=2)
self.assertEqual(delivered, ["first", "second"])
self.assertEqual(gate.held, [])
class TestALSAErrorHandler(unittest.TestCase):
def test_setup_success(self):
with patch("ctypes.CDLL") as mock_cdll:
mock_cdll.return_value = MagicMock()
_setup_alsa_error_handler()
mock_cdll.assert_called_once_with("libasound.so.2")
def test_setup_oserror(self):
with patch("ctypes.CDLL", side_effect=OSError("not found")):
_setup_alsa_error_handler() # Should not raise
class TestGetAudioInputDevices(unittest.TestCase):
def test_returns_devices(self):
mock_pa_inst = MagicMock()
mock_pa_inst.get_device_count.return_value = 3
mock_pa_inst.get_device_info_by_index.side_effect = [
{"name": "Mic 1", "maxInputChannels": 2, "index": 0},
{"name": "Speaker", "maxInputChannels": 0, "index": 1},
{"name": "Mic 2", "maxInputChannels": 1, "index": 2},
]
mock_pyaudio = MagicMock()
mock_pyaudio.PyAudio.return_value = mock_pa_inst
with patch.dict("sys.modules", {"pyaudio": mock_pyaudio}):
devices = get_audio_input_devices()
self.assertEqual(len(devices), 2)
def test_handles_error(self):
mock_pyaudio = MagicMock()
mock_pyaudio.PyAudio.side_effect = OSError("no audio")
with patch.dict("sys.modules", {"pyaudio": mock_pyaudio}):
devices = get_audio_input_devices()
self.assertEqual(devices, [])
class TestSupportedChannels(unittest.TestCase):
def _run_with_pyaudio(self, func):
mock_pyaudio = MagicMock()
mock_pyaudio.paInt16 = 8
with patch.dict("sys.modules", {"pyaudio": mock_pyaudio}):
return func()
def test_mono_supported(self):
mock_pa = MagicMock()
mock_pa.is_format_supported.return_value = True
result = self._run_with_pyaudio(lambda: _get_supported_channels(mock_pa, None))
self.assertEqual(result, 1)
def test_mono_fails_stereo_ok(self):
mock_pa = MagicMock()
call_count = [0]
mock_stream = MagicMock()
def open_side_effect(**kw):
call_count[0] += 1
if kw.get("channels") == 1:
raise IOError("Invalid number of channels -9998")
return mock_stream
mock_pa.open.side_effect = open_side_effect
result = self._run_with_pyaudio(lambda: _get_supported_channels(mock_pa, None))
self.assertEqual(result, 2)
def test_both_fail(self):
mock_pa = MagicMock()
mock_pa.is_format_supported.side_effect = ValueError("nope")
result = self._run_with_pyaudio(lambda: _get_supported_channels(mock_pa, None))
self.assertEqual(result, 1)
class TestSupportedSampleRate(unittest.TestCase):
def _run_with_pyaudio(self, func):
mock_pyaudio = MagicMock()
mock_pyaudio.paInt16 = 8
with patch.dict("sys.modules", {"pyaudio": mock_pyaudio}):
return func()
def test_default_rate_used(self):
mock_pa = MagicMock()
mock_pa.get_default_input_device_info.return_value = {"defaultSampleRate": 48000}
mock_stream = MagicMock()
mock_pa.open.return_value = mock_stream
result = self._run_with_pyaudio(lambda: _get_supported_sample_rate(mock_pa, None, 1))
self.assertEqual(result, 48000)
def test_all_open_fail_returns_16000(self):
mock_pa = MagicMock()
mock_pa.get_default_input_device_info.return_value = {"defaultSampleRate": 0}
mock_pa.open.side_effect = IOError("no rate works")
result = self._run_with_pyaudio(lambda: _get_supported_sample_rate(mock_pa, None, 1))
self.assertEqual(result, 16000)
class TestManagerConstruction(unittest.TestCase):
def test_vosk_engine(self):
mgr = _make_manager(engine="vosk")
self.assertEqual(mgr.engine, "vosk")
def test_whisper_engine(self):
mgr = _make_manager(engine="whisper")
self.assertEqual(mgr.engine, "whisper")
def test_whispercpp_engine(self):
mgr = _make_manager(engine="whisper_cpp")
self.assertEqual(mgr.engine, "whisper_cpp")
def test_default_state(self):
mgr = _make_manager()
self.assertEqual(mgr.state, RecognitionState.IDLE)
self.assertIsNone(mgr.model)
class TestCallbacks(unittest.TestCase):
def test_register_text_callback(self):
mgr = _make_manager()
cb = MagicMock()
mgr.register_text_callback(cb)
self.assertIn(cb, mgr.text_callbacks)
def test_register_state_callback(self):
mgr = _make_manager()
cb = MagicMock()
mgr.register_state_callback(cb)
self.assertIn(cb, mgr.state_callbacks)
def test_register_action_callback(self):
mgr = _make_manager()
cb = MagicMock()
mgr.register_action_callback(cb)
self.assertIn(cb, mgr.action_callbacks)
def test_register_audio_level_callback(self):
mgr = _make_manager()
cb = MagicMock()
mgr.register_audio_level_callback(cb)
self.assertIn(cb, mgr._audio_level_callbacks)
def test_update_state(self):
mgr = _make_manager()
cb = MagicMock()
mgr.register_state_callback(cb)
mgr._update_state(RecognitionState.LISTENING)
self.assertEqual(mgr.state, RecognitionState.LISTENING)
cb.assert_called_with(RecognitionState.LISTENING)
class TestCancelDownload(unittest.TestCase):
def test_cancel_download(self):
mgr = _make_manager()
mgr._download_cancelled = False
mgr.cancel_download()
self.assertTrue(mgr._download_cancelled)
class TestStartStopRecognition(unittest.TestCase):
def test_stop_recognition(self) -> None:
mgr = _make_manager()
mgr.state = RecognitionState.LISTENING
mgr.should_record = True
gate = _ReleaseGate()
mgr._key_release_gate = gate
mgr.audio_thread = MagicMock()
mgr.audio_thread.is_alive.return_value = True
mgr.audio_thread.join = MagicMock()
mgr.stop_recognition()
self.assertFalse(mgr.should_record)
self.assertTrue(gate.is_set())
def test_stop_enqueues_final_buffer_with_gate_only_for_push_to_talk(self) -> None:
for mode in ("push_to_talk", "toggle"):
with self.subTest(mode=mode):
mgr = _make_manager()
mgr.state = RecognitionState.LISTENING
mgr.should_record = True
mgr._recognition_mode = mode
mgr._key_release_gate = _ReleaseGate()
mgr.audio_buffer = [b"speech"]
mgr._recording_segment_has_speech = True
mgr._enqueue_audio_segment = MagicMock()
with patch("vocalinux.speech_recognition.recognition_manager.play_stop_sound"):
mgr.stop_recognition()
expected_gate = mgr._key_release_gate if mode == "push_to_talk" else None
mgr._enqueue_audio_segment.assert_called_once_with(
[b"speech"],
release_gate=expected_gate,
)
def test_stop_sound_plays_after_audio_thread_join(self):
mgr = _make_manager()
mgr.state = RecognitionState.LISTENING
mgr.should_record = True
mgr.audio_thread = MagicMock()
mgr.audio_thread.is_alive.return_value = True
events = []
def capture_exited(timeout: float | None = None) -> None:
events.append("join")
mgr.audio_thread.is_alive.return_value = False
mgr.audio_thread.join.side_effect = capture_exited
with patch(
"vocalinux.speech_recognition.recognition_manager.play_stop_sound",
side_effect=lambda: events.append("sound"),
):
mgr.stop_recognition()
# sound must play after the audio thread has joined so the cue cannot be captured
self.assertEqual(events[:2], ["join", "sound"])
def test_stop_sound_guard_chunk_calculation(self):
mgr = _make_manager()
self.assertEqual(mgr._get_stop_sound_guard_chunks(), 3)
mgr.stop_sound_guard_ms = 0
self.assertEqual(mgr._get_stop_sound_guard_chunks(), 0)
class TestReconfigure(unittest.TestCase):
def test_reconfigure_language(self):
mgr = _make_manager()
mgr.state = RecognitionState.IDLE
with patch.object(mgr, "_init_whispercpp"):
mgr.reconfigure(language="fr")
self.assertEqual(mgr.language, "fr")
def test_reconfigure_model_size(self):
mgr = _make_manager()
mgr.state = RecognitionState.IDLE
with patch.object(mgr, "_init_whispercpp"):
mgr.reconfigure(model_size="medium", force_download=False)
self.assertEqual(mgr.model_size, "medium")
def test_reconfigure_engine(self):
mgr = _make_manager()
mgr.state = RecognitionState.IDLE
with patch.object(mgr, "_init_vosk"):
mgr.reconfigure(engine="vosk", force_download=False)
self.assertEqual(mgr.engine, "vosk")
def test_reconfigure_language_candidates(self) -> None:
mgr = _make_manager()
mgr.state = RecognitionState.IDLE
with patch.object(mgr, "_init_whispercpp"):
mgr.reconfigure(whispercpp_language_candidates="en,es", force_download=False)
self.assertEqual(mgr.whispercpp_language_candidates, ["en", "es"])
class TestProcessFinalBuffer(unittest.TestCase):
def test_process_final_buffer_whispercpp(self):
mgr = _make_manager(engine="whisper_cpp")
mgr.audio_buffer = [b"\x00\x00" * 512] * 5
mgr._capture_sample_rate = 16000
cb = MagicMock()
mgr.register_text_callback(cb)
mgr.command_processor = MagicMock()
mgr.command_processor.process_text.return_value = "hello"
with patch.object(mgr, "_transcribe_with_whispercpp", return_value="hello world"):
mgr._process_final_buffer()
def test_process_final_buffer_whisper(self):
mgr = _make_manager(engine="whisper")
mgr.audio_buffer = [b"\x00\x00" * 512] * 5
mgr._capture_sample_rate = 16000
mgr.command_processor = MagicMock()
mgr.command_processor.process_text.return_value = "hello"
with patch.object(mgr, "_transcribe_with_whisper", return_value="hello world"):
mgr._process_final_buffer()
def test_process_final_buffer_empty(self):
mgr = _make_manager(engine="whisper_cpp")
mgr.audio_buffer = []
mgr._process_final_buffer() # Should handle empty gracefully
class TestTranscribeWhispercpp(unittest.TestCase):
def test_normalize_language_candidates(self) -> None:
self.assertEqual(
SpeechRecognitionManager._normalize_language_candidates(" en-US, es ; fr "),
["en", "es", "fr"],
)
self.assertEqual(
SpeechRecognitionManager._normalize_language_candidates(["EN", "es", "en"]),
["en", "es"],
)
self.assertEqual(SpeechRecognitionManager._normalize_language_candidates(""), [])
self.assertEqual(SpeechRecognitionManager._normalize_language_candidates(None), [])
def test_transcribe_success(self):
mgr = _make_manager()
mgr.language = "en-us"
mock_segment = MagicMock()
mock_segment.text = "hello world"
mgr.model = MagicMock()
mgr.model.transcribe.return_value = [mock_segment]
mock_np = MagicMock()
mock_np.frombuffer.return_value = MagicMock(__len__=lambda s: 16000)
mock_np.frombuffer.return_value.astype.return_value = mock_np.frombuffer.return_value
mock_np.int16 = "int16"
mock_np.float32 = "float32"
with patch.dict("sys.modules", {"numpy": mock_np}):
result = mgr._transcribe_with_whispercpp([b"\x00\x00" * 512])
# Should return transcribed text
def test_transcribe_model_none(self):
mgr = _make_manager()
mgr.model = None
mock_np = MagicMock()
mock_np.frombuffer.return_value = MagicMock(__len__=lambda s: 16000)
mock_np.frombuffer.return_value.astype.return_value = mock_np.frombuffer.return_value
mock_np.int16 = "int16"
mock_np.float32 = "float32"
with patch.dict("sys.modules", {"numpy": mock_np}):
result = mgr._transcribe_with_whispercpp([b"\x00\x00" * 512])
self.assertEqual(result, "")
def test_transcribe_empty_buffer(self):
mgr = _make_manager()
mock_np = MagicMock()
with patch.dict("sys.modules", {"numpy": mock_np}):
result = mgr._transcribe_with_whispercpp([])
self.assertEqual(result, "")
def test_transcribe_exception(self):
mgr = _make_manager()
mgr.model = MagicMock()
mgr.model.transcribe.side_effect = RuntimeError("crash")
mock_np = MagicMock()
mock_np.frombuffer.return_value = MagicMock(__len__=lambda s: 16000)
mock_np.frombuffer.return_value.astype.return_value = mock_np.frombuffer.return_value
mock_np.int16 = "int16"
mock_np.float32 = "float32"
with patch.dict("sys.modules", {"numpy": mock_np}):
result = mgr._transcribe_with_whispercpp([b"\x00\x00" * 512])
self.assertEqual(result, "")
def test_transcribe_auto_language(self):
mgr = _make_manager()
mgr.language = "auto"
mock_segment = MagicMock()
mock_segment.text = "bonjour"
mgr.model = MagicMock()
mgr.model.transcribe.return_value = [mock_segment]
mock_np = MagicMock()
mock_np.frombuffer.return_value = MagicMock(__len__=lambda s: 16000)
mock_np.frombuffer.return_value.astype.return_value = mock_np.frombuffer.return_value
mock_np.int16 = "int16"
mock_np.float32 = "float32"
with patch.dict("sys.modules", {"numpy": mock_np}):
result = mgr._transcribe_with_whispercpp([b"\x00\x00" * 512])
self.assertEqual(result, "bonjour")
mgr.model.transcribe.assert_called_once()
self.assertIsNone(mgr.model.transcribe.call_args.kwargs["language"])
def test_transcribe_specific_language(self) -> None:
mgr = _make_manager()
mgr.language = "es"
mock_segment = MagicMock()
mock_segment.text = "hola"
mgr.model = MagicMock()
mgr.model.transcribe.return_value = [mock_segment]
mock_np = MagicMock()
mock_np.frombuffer.return_value = MagicMock(__len__=lambda s: 16000)
mock_np.frombuffer.return_value.astype.return_value = mock_np.frombuffer.return_value
mock_np.int16 = "int16"
mock_np.float32 = "float32"
with patch.dict("sys.modules", {"numpy": mock_np}):
result = mgr._transcribe_with_whispercpp([b"\x00\x00" * 512])
self.assertEqual(result, "hola")
mgr.model.transcribe.assert_called_once()
self.assertEqual(mgr.model.transcribe.call_args.kwargs["language"], "es")
def test_transcribe_candidate_languages_restricts_to_english(self) -> None:
mgr = _make_manager(whispercpp_language_candidates="en,es")
mgr.language = "auto"
mock_segment = MagicMock()
mock_segment.text = "hello"
mgr.model = MagicMock()
mgr.model.auto_detect_language.return_value = (("en", 0.8), {"en": 0.7, "es": 0.3})
mgr.model.transcribe.return_value = [mock_segment]
mock_np = MagicMock()
mock_np.frombuffer.return_value = MagicMock(__len__=lambda s: 16000)
mock_np.frombuffer.return_value.astype.return_value = mock_np.frombuffer.return_value
mock_np.int16 = "int16"
mock_np.float32 = "float32"
with patch.dict("sys.modules", {"numpy": mock_np}):
result = mgr._transcribe_with_whispercpp([b"\x00\x00" * 512])
self.assertEqual(result, "hello")
mgr.model.auto_detect_language.assert_called_once()
mgr.model.transcribe.assert_called_once()
self.assertEqual(mgr.model.transcribe.call_args.kwargs["language"], "en")
def test_transcribe_candidate_languages_restricts_to_spanish(self) -> None:
mgr = _make_manager(whispercpp_language_candidates=["en", "es", "fr"])
mgr.language = "auto"
mock_segment = MagicMock()
mock_segment.text = "hola"
mgr.model = MagicMock()
mgr.model.auto_detect_language.return_value = (
("de", 0.6),
{"en": 0.2, "es": 0.5, "fr": 0.1},
)
mgr.model.transcribe.return_value = [mock_segment]
mock_np = MagicMock()
mock_np.frombuffer.return_value = MagicMock(__len__=lambda s: 16000)
mock_np.frombuffer.return_value.astype.return_value = mock_np.frombuffer.return_value
mock_np.int16 = "int16"
mock_np.float32 = "float32"
with patch.dict("sys.modules", {"numpy": mock_np}):
result = mgr._transcribe_with_whispercpp([b"\x00\x00" * 512])
self.assertEqual(result, "hola")
mgr.model.auto_detect_language.assert_called_once()
mgr.model.transcribe.assert_called_once()
self.assertEqual(mgr.model.transcribe.call_args.kwargs["language"], "es")
class TestTranscribeWhisper(unittest.TestCase):
def test_transcribe_success(self):
mgr = _make_manager(engine="whisper")
mgr.language = "en-us"
mgr.model = MagicMock()
mgr.model.transcribe.return_value = {"text": "hello world"}
mgr.model.device = MagicMock()
mock_np = MagicMock()
mock_np.frombuffer.return_value = MagicMock(__len__=lambda s: 16000)
mock_np.frombuffer.return_value.astype.return_value = mock_np.frombuffer.return_value
mock_np.int16 = "int16"
mock_np.float32 = "float32"
mock_torch = MagicMock()
with patch.dict("sys.modules", {"numpy": mock_np, "torch": mock_torch}):
result = mgr._transcribe_with_whisper([b"\x00\x00" * 512])
def test_transcribe_empty(self):
mgr = _make_manager(engine="whisper")
mock_np = MagicMock()
with patch.dict("sys.modules", {"numpy": mock_np}):
result = mgr._transcribe_with_whisper([])
self.assertEqual(result, "")
def test_transcribe_model_none(self):
mgr = _make_manager(engine="whisper")
mgr.model = None
mock_np = MagicMock()
mock_np.frombuffer.return_value = MagicMock(__len__=lambda s: 16000)
mock_np.frombuffer.return_value.astype.return_value = mock_np.frombuffer.return_value
mock_np.int16 = "int16"
mock_np.float32 = "float32"
with patch.dict("sys.modules", {"numpy": mock_np, "torch": MagicMock()}):
result = mgr._transcribe_with_whisper([b"\x00\x00" * 512])
self.assertEqual(result, "")
class TestTranscribeParakeet(unittest.TestCase):
def test_transcribe_create_stream_exception(self):
mgr = _make_manager()
mgr.model = MagicMock()
mgr.model.create_stream.side_effect = RuntimeError("decode boom")
mock_np = MagicMock()
mock_np.frombuffer.return_value = MagicMock()
mock_np.frombuffer.return_value.astype.return_value = MagicMock()
with patch.dict("sys.modules", {"numpy": mock_np}):
result = mgr._transcribe_with_parakeet([b"\x00\x00" * 512])
self.assertEqual(result, "")
mgr.model.create_stream.assert_called_once()
class TestInitVosk(unittest.TestCase):
def test_init_vosk_model_exists(self):
mgr = _make_manager(engine="vosk")
with patch("os.path.exists", return_value=True):
with patch("os.path.isdir", return_value=True):
mock_vosk = MagicMock()
mock_model = MagicMock()
mock_recognizer = MagicMock()
mock_vosk.Model.return_value = mock_model
mock_vosk.KaldiRecognizer.return_value = mock_recognizer
with patch.dict("sys.modules", {"vosk": mock_vosk}):
mgr._init_vosk()
self.assertTrue(mgr._model_initialized)
self.assertEqual(mgr.model, mock_model)
self.assertEqual(mgr.recognizer, mock_recognizer)
def test_init_vosk_no_model(self):
mgr = _make_manager(engine="vosk")
mock_vosk = MagicMock()
with patch("os.path.exists", return_value=False):
with patch.dict("sys.modules", {"vosk": mock_vosk}):
mgr._init_vosk()
# When model doesn't exist and defer_download is True, should not initialize
self.assertFalse(mgr._model_initialized)
class TestInitWhisper(unittest.TestCase):
def test_init_whisper(self):
mgr = _make_manager(engine="whisper")
mock_model = MagicMock()
mock_whisper = MagicMock()
mock_whisper.load_model.return_value = mock_model
mock_torch = MagicMock()
mock_torch.cuda.is_available.return_value = False
with patch.dict("sys.modules", {"whisper": mock_whisper, "torch": mock_torch}):
with patch("os.path.exists", return_value=True):
mgr._init_whisper()
self.assertTrue(mgr._model_initialized)
self.assertEqual(mgr.model, mock_model)
class TestInitWhispercpp(unittest.TestCase):
def test_init_whispercpp_vulkan_fallback(self):
mgr = _make_manager(engine="whisper_cpp")
with patch("os.path.exists", return_value=True):
mock_pywhispercpp = MagicMock()
call_count = [0]
def model_side_effect(*a, **kw):
call_count[0] += 1
if call_count[0] == 1:
raise RuntimeError("16-bit storage not supported")
return MagicMock()
mock_pywhispercpp.Model.side_effect = model_side_effect
with patch.dict(
"sys.modules",
{
"pywhispercpp": MagicMock(),
"pywhispercpp.model": mock_pywhispercpp,
},
):
with patch.object(
SpeechRecognitionManager,
"_whispercpp_model_is_verified",
return_value=True,
):
try:
mgr._init_whispercpp()
except Exception:
pass
def test_cpu_fallback_filters_unsupported_whispercpp_params(self) -> None:
for override, original_threads, expected_threads in (
(None, 2, 6),
(3, 2, 3),
):
with self.subTest(override=override):
mgr = _make_manager(engine="whisper_cpp", whispercpp_n_threads=override)
model = MagicMock()
mock_pywhispercpp = MagicMock()
mock_pywhispercpp.Model.return_value = model
model_kwargs = {"n_threads": original_threads, "no_context": True}
with patch.dict(
"sys.modules",
{
"pywhispercpp": MagicMock(),
"pywhispercpp.model": mock_pywhispercpp,
},
):
with patch.object(
mgr,
"_get_supported_whispercpp_params",
return_value={"n_threads"},
):
with patch(
"vocalinux.speech_recognition.recognition_manager.multiprocessing.cpu_count",
return_value=8,
):
with patch(
"vocalinux.speech_recognition.recognition_manager._show_notification"
):
with patch.dict("os.environ", {}, clear=False):
loaded_backend = mgr._handle_gpu_fallback(
RuntimeError("16-bit storage not supported"),
"/tmp/model.bin",
model_kwargs,
"cpu",
)
self.assertEqual(loaded_backend, "cpu")
self.assertIs(mgr.model, model)
self.assertEqual(mock_pywhispercpp.Model.call_count, 1)
self.assertEqual(
mock_pywhispercpp.Model.call_args.kwargs,
{"n_threads": expected_threads},
)
self.assertEqual(model_kwargs["n_threads"], original_threads)
class TestDownloadVoskModel(unittest.TestCase):
pass
class TestBufferManagement(unittest.TestCase):
def test_set_buffer_limit(self):
mgr = _make_manager()
mgr.set_buffer_limit(100)
self.assertEqual(mgr._max_buffer_size, 100)
def test_get_buffer_stats(self):
mgr = _make_manager()
stats = mgr.get_buffer_stats()
self.assertIsInstance(stats, dict)
class TestWhispercppModelKwargs(unittest.TestCase):
def test_default_model_kwargs(self) -> None:
mgr = _make_manager(engine="whisper_cpp")
kwargs = mgr._build_whispercpp_model_kwargs(n_threads=4)
self.assertTrue(kwargs.get("no_timestamps"))
self.assertTrue(kwargs.get("no_context"))
self.assertFalse(kwargs["print_progress"])
self.assertNotIn("initial_prompt", kwargs)
self.assertEqual(kwargs.get("temperature"), 0.0)
self.assertEqual(kwargs.get("n_threads"), 4)
def test_model_kwargs_all_switches_off(self):
mgr = _make_manager(
engine="whisper_cpp",
whispercpp_no_timestamps=False,
whispercpp_no_context=False,
)
kwargs = mgr._build_whispercpp_model_kwargs(n_threads=4)
self.assertNotIn("no_timestamps", kwargs)
self.assertNotIn("no_context", kwargs)
def test_model_kwargs_with_initial_prompt(self):
mgr = _make_manager(
engine="whisper_cpp",
whispercpp_initial_prompt="test prompt",
)
kwargs = mgr._build_whispercpp_model_kwargs(n_threads=4)
self.assertEqual(kwargs.get("initial_prompt"), "test prompt")
def test_model_kwargs_custom_numerics(self):
mgr = _make_manager(
engine="whisper_cpp",
whispercpp_temperature=0.7,
whispercpp_temperature_inc=0.2,
whispercpp_entropy_thold=3.0,
whispercpp_logprob_thold=-2.5,
whispercpp_no_speech_thold=0.8,
)
kwargs = mgr._build_whispercpp_model_kwargs(n_threads=8)
self.assertEqual(kwargs.get("temperature"), 0.7)
self.assertEqual(kwargs.get("temperature_inc"), 0.2)
self.assertEqual(kwargs.get("entropy_thold"), 3.0)
self.assertEqual(kwargs.get("logprob_thold"), -2.5)
self.assertEqual(kwargs.get("no_speech_thold"), 0.8)
self.assertEqual(kwargs.get("n_threads"), 8)
def test_model_kwargs_filter_unsupported_native_params(self) -> None:
mgr = _make_manager(engine="whisper_cpp")
kwargs = mgr._build_whispercpp_model_kwargs(n_threads=4)
filtered = mgr._filter_whispercpp_model_kwargs(
kwargs,
supported_params={
"n_threads",
"suppress_blank",
"no_speech_thold",
"entropy_thold",
"logprob_thold",
"temperature",
"temperature_inc",
"no_context",
"initial_prompt",
},
)
self.assertNotIn("no_timestamps", filtered)
self.assertNotIn("print_progress", filtered)
self.assertEqual(filtered["n_threads"], 4)
self.assertTrue(filtered["no_context"])
def test_reconfigure_whispercpp_params(self):
mgr = _make_manager(engine="whisper_cpp")
original_temp_inc = mgr.whispercpp_temperature_inc
with patch.object(SpeechRecognitionManager, "_init_whispercpp"):
mgr.reconfigure(
whispercpp_temperature=0.5,
whispercpp_no_timestamps=False,
whispercpp_initial_prompt="hello",
force_download=False,
)
self.assertEqual(mgr.whispercpp_temperature, 0.5)
self.assertFalse(mgr.whispercpp_no_timestamps)
self.assertEqual(mgr.whispercpp_initial_prompt, "hello")
self.assertEqual(mgr.whispercpp_temperature_inc, original_temp_inc)
class TestVoiceCommandsProperty(unittest.TestCase):
def test_voice_commands_vosk_default(self):
mgr = _make_manager(engine="vosk")
# For vosk engine, voice commands should be enabled by default
self.assertTrue(mgr._resolve_voice_commands_enabled())
def test_voice_commands_whisper_default(self):
mgr = _make_manager(engine="whisper")
self.assertFalse(mgr._resolve_voice_commands_enabled())
def test_voice_commands_explicit_on(self):
mgr = _make_manager(engine="whisper", voice_commands_enabled=True)
self.assertTrue(mgr._resolve_voice_commands_enabled())
def test_voice_commands_explicit_off(self):
mgr = _make_manager(engine="vosk", voice_commands_enabled=False)
self.assertFalse(mgr._resolve_voice_commands_enabled())
class TestPendingTranscription(unittest.TestCase):
def test_live_non_current_worker_is_pending(self) -> None:
manager = _make_manager()
started = threading.Event()
release = threading.Event()
def worker() -> None:
started.set()
release.wait(timeout=2.0)
thread = threading.Thread(target=worker, daemon=True)
thread.start()
try:
self.assertTrue(started.wait(timeout=1.0))
manager.recognition_thread = thread
self.assertTrue(manager.has_pending_transcription())
finally:
release.set()
thread.join(timeout=1.0)
def test_superseded_worker_is_still_pending(self) -> None:
manager = _make_manager()
started = threading.Event()
release = threading.Event()
def worker_a() -> None:
started.set()
release.wait(timeout=2.0)
def worker_b() -> None:
return
first = threading.Thread(target=worker_a, daemon=True)
manager._track_recognition_worker(first)
first.start()
self.assertTrue(started.wait(timeout=1.0))
second = threading.Thread(target=worker_b, daemon=True)
second.start()
second.join(timeout=1.0)
manager.recognition_thread = second
try:
self.assertTrue(manager.has_pending_transcription())
finally:
release.set()
first.join(timeout=1.0)
self.assertFalse(manager.has_pending_transcription())
def test_track_recognition_worker_prunes_finished_workers(self) -> None:
manager = _make_manager()
def finished_worker() -> None:
return
finished = threading.Thread(target=finished_worker, daemon=True)
finished.start()
finished.join(timeout=1.0)
manager._track_recognition_worker(finished)
started = threading.Event()
release = threading.Event()
def active_worker() -> None:
started.set()
release.wait(timeout=2.0)
active = threading.Thread(target=active_worker, daemon=True)
manager._track_recognition_worker(active)
active.start()
try:
self.assertTrue(started.wait(timeout=1.0))
self.assertEqual(manager._recognition_workers, [active])
finally:
release.set()
active.join(timeout=1.0)
def test_start_recognition_tracks_worker(self) -> None:
manager = _make_manager()
manager._model_initialized = True
manager.model = MagicMock()
started = threading.Event()
release = threading.Event()
def record_audio() -> None:
return
def perform_recognition() -> None:
started.set()
release.wait(timeout=2.0)
manager._record_audio = record_audio
manager._perform_recognition = perform_recognition
try:
with (
patch("vocalinux.speech_recognition.recognition_manager.play_start_sound"),
patch("vocalinux.speech_recognition.recognition_manager.play_stop_sound"),
patch.object(manager, "_arm_playback_duck"),
):
self.assertTrue(manager.start_recognition())
worker = manager.recognition_thread
self.assertIsNotNone(worker)
self.assertIn(worker, manager._recognition_workers)
self.assertTrue(started.wait(timeout=1.0))
release.set()
manager.stop_recognition()
finally:
release.set()
if manager.recognition_thread is not None:
manager.recognition_thread.join(timeout=1.0)
def test_queued_audio_without_live_worker_is_not_pending(self) -> None:
manager = _make_manager()
manager._segment_queue.put(([], "en"))
self.assertFalse(manager.has_pending_transcription())
def test_idle_manager_without_queued_audio_is_not_pending(self) -> None:
manager = _make_manager()
self.assertFalse(manager.has_pending_transcription())
def test_stop_recognition_signal_is_not_pending(self) -> None:
manager = _make_manager()
manager.state = RecognitionState.LISTENING
manager.should_record = True
started = threading.Event()
def worker() -> None:
started.set()
manager._perform_recognition()
thread = threading.Thread(target=worker, daemon=True)
manager.recognition_thread = thread
thread.start()
self.assertTrue(started.wait(timeout=1.0))
with patch("vocalinux.speech_recognition.recognition_manager.play_stop_sound"):
manager.stop_recognition()
self.assertFalse(manager.has_pending_transcription())
def test_final_segment_is_handed_off_before_worker_exits(self) -> None:
manager = _make_manager()
manager.state = RecognitionState.LISTENING
manager.should_record = True
manager._process_audio_buffer = MagicMock()
started = threading.Event()
audio_release = threading.Event()
def worker() -> None:
started.set()
manager._perform_recognition()
def audio_worker() -> None:
audio_release.wait(timeout=1.0)
recognition_thread = threading.Thread(target=worker, daemon=True)
manager.recognition_thread = recognition_thread
recognition_thread.start()
self.assertTrue(started.wait(timeout=1.0))
audio_thread = threading.Thread(target=audio_worker, daemon=True)
manager.audio_thread = audio_thread
audio_thread.start()
manager.audio_buffer = [b"\x00\x00"] * 8
manager._recording_segment_has_speech = True
try:
with patch("vocalinux.speech_recognition.recognition_manager.play_stop_sound"):
manager.stop_recognition()
finally:
audio_release.set()
audio_thread.join(timeout=1.0)
recognition_thread.join(timeout=1.0)
with manager._segment_queue.mutex:
self.assertFalse(any(item is not None for item in manager._segment_queue.queue))
manager._process_audio_buffer.assert_called_once()
self.assertFalse(manager.has_pending_transcription())
def test_worker_does_not_count_itself_as_pending(self) -> None:
manager = _make_manager()
manager.recognition_thread = threading.current_thread()
self.assertFalse(manager.has_pending_transcription())
if __name__ == "__main__":
unittest.main()