feat: face detection #30

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2584433 wants to merge 10 commits from feat/face-detection into main
6 changed files with 291 additions and 0 deletions

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@@ -17,6 +17,10 @@ class AgentSettings(object):
:vartype video_sender_port: int :vartype video_sender_port: int
:ivar audio_sender_port: Port used for sending audio data, defaults to 5558. :ivar audio_sender_port: Port used for sending audio data, defaults to 5558.
:vartype audio_sender_port: int :vartype audio_sender_port: int
:ivar face_detection_port: Port used for sending face detection events, defaults to 5559.
:vartype face_detection_port: int
:ivar face_detection_interval: Time between face detection events, defaults to 1000 ms.
:vartype face_detection_interval: int
""" """
def __init__( def __init__(
self, self,
@@ -25,12 +29,16 @@ class AgentSettings(object):
main_receiver_port=None, main_receiver_port=None,
video_sender_port=None, video_sender_port=None,
audio_sender_port=None, audio_sender_port=None,
face_detection_port=None,
face_detection_interval=None,
): ):
self.control_backend_host = get_config(control_backend_host, "AGENT__CONTROL_BACKEND_HOST", "localhost") self.control_backend_host = get_config(control_backend_host, "AGENT__CONTROL_BACKEND_HOST", "localhost")
self.actuation_receiver_port = get_config(actuation_receiver_port, "AGENT__ACTUATION_RECEIVER_PORT", 5557, int) self.actuation_receiver_port = get_config(actuation_receiver_port, "AGENT__ACTUATION_RECEIVER_PORT", 5557, int)
self.main_receiver_port = get_config(main_receiver_port, "AGENT__MAIN_RECEIVER_PORT", 5555, int) self.main_receiver_port = get_config(main_receiver_port, "AGENT__MAIN_RECEIVER_PORT", 5555, int)
self.video_sender_port = get_config(video_sender_port, "AGENT__VIDEO_SENDER_PORT", 5556, int) self.video_sender_port = get_config(video_sender_port, "AGENT__VIDEO_SENDER_PORT", 5556, int)
self.audio_sender_port = get_config(audio_sender_port, "AGENT__AUDIO_SENDER_PORT", 5558, int) self.audio_sender_port = get_config(audio_sender_port, "AGENT__AUDIO_SENDER_PORT", 5558, int)
self.face_detection_port = get_config(face_detection_port, "AGENT__FACE_DETECTION_PORT", 5559, int)
self.face_detection_interval = get_config(face_detection_interval, "AGENT__FACE_DETECTION_INTERVAL", 1000, int)
class VideoConfig(object): class VideoConfig(object):

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@@ -0,0 +1,93 @@
# -*- coding: utf-8 -*-
"""
This program has been developed by students from the bachelor Computer Science at Utrecht
University within the Software Project course.
© Copyright Utrecht University (Department of Information and Computing Sciences)
"""
from __future__ import unicode_literals
import json
import logging
import threading
import time
import zmq
from robot_interface.endpoints.socket_base import SocketBase
from robot_interface.state import state
from robot_interface.core.config import settings
class FaceDetectionSender(SocketBase):
"""
Face detection endpoint.
Subscribes to and polls ALMemory["FaceDetected"], sends events to CB.
"""
def __init__(self, zmq_context, port=settings.agent_settings.face_detection_port):
super(FaceDetectionSender, self).__init__("face")
self.create_socket(zmq_context, zmq.PUB, port)
self._face_service = None
self._memory_service = None
self._face_thread = None
def start_face_detection(self):
if not state.qi_session:
logging.warning("No Qi session available. Face detection not started.")
return
self._face_service = state.qi_session.service("ALFaceDetection")
self._memory_service = state.qi_session.service("ALMemory")
self._face_service.setTrackingEnabled(False)
self._face_service.setRecognitionEnabled(False)
self._face_service.subscribe(
"FaceDetectionSender",
settings.agent_settings.face_detection_interval,
0.0,
)
self._face_thread = threading.Thread(target=self._face_loop)
self._face_thread.start()
logging.info("Face detection started.")
def _face_loop(self):
"""
Continuously send face detected to the CB, at the interval set in the
``start_face_detection`` method.
"""
while not state.exit_event.is_set():
try:
value = self._memory_service.getData("FaceDetected", 0)
face_present = (
value
and len(value) > 1
and value[1]
and value[1][0]
and len(value[1][0]) > 0
)
self.socket.send(json.dumps({"face_detected": face_present}).encode("utf-8"))
except Exception:
logging.exception("Error reading FaceDetected")
time.sleep(settings.agent_settings.face_detection_interval / 1000.0)
def stop_face_detection(self):
try:
if self._face_service:
self._face_service.unsubscribe("FaceDetectionSender")
self._face_service.setTrackingEnabled(False)
logging.info("Face detection stopped.")
except Exception:
logging.warning("Error during face detection cleanup.")
def close(self):
super(FaceDetectionSender, self).close()
self.stop_face_detection()

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@@ -4,6 +4,7 @@ from robot_interface.endpoints.receiver_base import ReceiverBase
from robot_interface.state import state from robot_interface.state import state
from robot_interface.core.config import settings from robot_interface.core.config import settings
from robot_interface.endpoints.face_detector import FaceDetectionSender
class MainReceiver(ReceiverBase): class MainReceiver(ReceiverBase):
@@ -37,6 +38,7 @@ class MainReceiver(ReceiverBase):
""" """
return {"endpoint": "ping", "data": message.get("data")} return {"endpoint": "ping", "data": message.get("data")}
@staticmethod @staticmethod
def _handle_port_negotiation(message): def _handle_port_negotiation(message):
""" """

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@@ -12,6 +12,8 @@ from robot_interface.endpoints.video_sender import VideoSender
from robot_interface.state import state from robot_interface.state import state
from robot_interface.core.config import settings from robot_interface.core.config import settings
from robot_interface.utils.timeblock import TimeBlock from robot_interface.utils.timeblock import TimeBlock
from robot_interface.endpoints.face_detector import FaceDetectionSender
def main_loop(context): def main_loop(context):
@@ -35,6 +37,12 @@ def main_loop(context):
video_sender.start_video_rcv() video_sender.start_video_rcv()
audio_sender.start() audio_sender.start()
# --- Face detection sender ---
face_sender = FaceDetectionSender(context)
state.sockets.append(face_sender)
face_sender.start_face_detection()
# Sockets that can run on the main thread. These sockets' endpoints should not block for long (say 50 ms at most). # Sockets that can run on the main thread. These sockets' endpoints should not block for long (say 50 ms at most).
receivers = [main_receiver, actuation_receiver] receivers = [main_receiver, actuation_receiver]

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@@ -0,0 +1,175 @@
# -*- coding: utf-8 -*-
"""
This program has been developed by students from the bachelor Computer Science at Utrecht
University within the Software Project course.
© Copyright Utrecht University (Department of Information and Computing Sciences)
"""
from __future__ import unicode_literals
import json
import mock
import pytest
from robot_interface.endpoints.face_detector import FaceDetectionSender
from robot_interface.state import state
@pytest.fixture(autouse=True)
def initialized_state(monkeypatch):
"""
Fully initialize global state so __getattribute__ allows access.
"""
# Bypass the initialization guard
monkeypatch.setattr(state, "is_initialized", True, raising=False)
# Install a controllable exit_event
exit_event = mock.Mock()
exit_event.is_set = mock.Mock(return_value=True)
monkeypatch.setattr(state, "exit_event", exit_event, raising=False)
# Default qi_session is None unless overridden
monkeypatch.setattr(state, "qi_session", None, raising=False)
yield
def test_start_face_detection_no_qi_session():
"""
Returns early when qi_session is None.
"""
sender = FaceDetectionSender(mock.Mock())
sender.start_face_detection()
assert sender._face_thread is None
assert sender._face_service is None
assert sender._memory_service is None
def test_start_face_detection_happy_path(mocker):
"""
Initializes services and starts background thread.
"""
mock_face = mock.Mock()
mock_memory = mock.Mock()
mock_qi = mock.Mock()
mock_qi.service.side_effect = lambda name: {
"ALFaceDetection": mock_face,
"ALMemory": mock_memory,
}[name]
state.qi_session = mock_qi
fake_thread = mock.Mock()
mocker.patch("threading.Thread", return_value=fake_thread)
sender = FaceDetectionSender(mock.Mock())
sender.start_face_detection()
mock_face.setTrackingEnabled.assert_called_with(False)
mock_face.setRecognitionEnabled.assert_called_with(False)
mock_face.subscribe.assert_called_once()
fake_thread.start.assert_called_once()
def test_face_loop_face_detected_true(mocker):
"""
Sends face_detected=True when face data exists.
"""
sender = FaceDetectionSender(mock.Mock())
sender._memory_service = mock.Mock()
sender._memory_service.getData.return_value = [0, [[1]]]
sender.socket = mock.Mock()
mocker.patch("time.sleep")
state.exit_event.is_set.side_effect = [False, True]
sender._face_loop()
sent = sender.socket.send.call_args[0][0]
payload = json.loads(sent.decode("utf-8"))
assert payload["face_detected"] is True
def test_face_loop_face_detected_false(mocker):
"""
Sends face_detected=False when no face data exists.
"""
sender = FaceDetectionSender(mock.Mock())
sender._memory_service = mock.Mock()
sender._memory_service.getData.return_value = []
sender.socket = mock.Mock()
mocker.patch("time.sleep")
state.exit_event.is_set.side_effect = [False, True]
sender._face_loop()
sent = sender.socket.send.call_args[0][0]
payload = json.loads(sent.decode("utf-8"))
assert not payload["face_detected"]
def test_face_loop_handles_exception(mocker):
"""
Exceptions inside loop are swallowed.
"""
sender = FaceDetectionSender(mock.Mock())
sender._memory_service = mock.Mock()
sender._memory_service.getData.side_effect = Exception("boom")
sender.socket = mock.Mock()
mocker.patch("time.sleep")
state.exit_event.is_set.side_effect = [False, True]
# Must not raise
sender._face_loop()
def test_stop_face_detection_happy_path():
"""
Unsubscribes and disables tracking.
"""
sender = FaceDetectionSender(mock.Mock())
mock_face = mock.Mock()
sender._face_service = mock_face
sender.stop_face_detection()
mock_face.unsubscribe.assert_called_once()
mock_face.setTrackingEnabled.assert_called_with(False)
def test_stop_face_detection_exception():
"""
stop_face_detection swallows service exceptions.
"""
sender = FaceDetectionSender(mock.Mock())
mock_face = mock.Mock()
mock_face.unsubscribe.side_effect = Exception("fail")
sender._face_service = mock_face
sender.stop_face_detection()
def test_close_calls_stop_face_detection(mocker):
"""
close() calls parent close and stop_face_detection().
"""
sender = FaceDetectionSender(mock.Mock())
mocker.patch.object(sender, "stop_face_detection")
mocker.patch(
"robot_interface.endpoints.face_detector.SocketBase.close"
)
sender.close()
sender.stop_face_detection.assert_called_once()

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@@ -55,6 +55,9 @@ class DummySender:
def start(self): def start(self):
self.called = True self.called = True
def start_face_detection(self):
self.called = True
def close(self): def close(self):
pass pass
@@ -108,11 +111,13 @@ def patched_main_components(monkeypatch, fake_sockets, fake_poll):
fake_act = FakeReceiver(act_sock) fake_act = FakeReceiver(act_sock)
video_sender = DummySender() video_sender = DummySender()
audio_sender = DummySender() audio_sender = DummySender()
face_sender = DummySender()
monkeypatch.setattr(main_mod, "MainReceiver", lambda ctx: fake_main) monkeypatch.setattr(main_mod, "MainReceiver", lambda ctx: fake_main)
monkeypatch.setattr(main_mod, "ActuationReceiver", lambda ctx: fake_act) monkeypatch.setattr(main_mod, "ActuationReceiver", lambda ctx: fake_act)
monkeypatch.setattr(main_mod, "VideoSender", lambda ctx: video_sender) monkeypatch.setattr(main_mod, "VideoSender", lambda ctx: video_sender)
monkeypatch.setattr(main_mod, "AudioSender", lambda ctx: audio_sender) monkeypatch.setattr(main_mod, "AudioSender", lambda ctx: audio_sender)
monkeypatch.setattr(main_mod, "FaceDetectionSender", lambda ctx: face_sender)
# Register sockets for the fake poller # Register sockets for the fake poller
fake_poll.registered = {main_sock: zmq.POLLIN, act_sock: zmq.POLLIN} fake_poll.registered = {main_sock: zmq.POLLIN, act_sock: zmq.POLLIN}