def test_openalpr_process_image(self, aioclient_mock):
"""Set up and scan a picture and test plates from event."""
aioclient_mock.post(
OPENALPR_API_URL,
params=self.params,
text=load_fixture("alpr_cloud.json"),
status=200,
)
with patch(
"homeassistant.components.camera.async_get_image",
return_value=camera.Image("image/jpeg", b"image"),
):
common.scan(self.hass, entity_id="image_processing.test_local")
self.hass.block_till_done()
state = self.hass.states.get("image_processing.test_local")
assert len(aioclient_mock.mock_calls) == 1
assert len(self.alpr_events) == 5
assert state.attributes.get("vehicles") == 1
assert state.state == "H786P0J"
event_data = [
event.data for event in self.alpr_events
if event.data.get("plate") == "H786P0J"
]
assert len(event_data) == 1
assert event_data[0]["plate"] == "H786P0J"
assert event_data[0]["confidence"] == float(90.436699)
assert event_data[0]["entity_id"] == "image_processing.test_local"
def test_openalpr_process_image(self, aioclient_mock):
"""Set up and scan a picture and test plates from event."""
aioclient_mock.post(
OPENALPR_API_URL, params=self.params,
text=load_fixture('alpr_cloud.json'), status=200
)
with patch('homeassistant.components.camera.async_get_image',
return_value=mock_coro(
camera.Image('image/jpeg', b'image'))):
common.scan(self.hass, entity_id='image_processing.test_local')
self.hass.block_till_done()
state = self.hass.states.get('image_processing.test_local')
assert len(aioclient_mock.mock_calls) == 1
assert len(self.alpr_events) == 5
assert state.attributes.get('vehicles') == 1
assert state.state == 'H786P0J'
event_data = [event.data for event in self.alpr_events if
event.data.get('plate') == 'H786P0J']
assert len(event_data) == 1
assert event_data[0]['plate'] == 'H786P0J'
assert event_data[0]['confidence'] == float(90.436699)
assert event_data[0]['entity_id'] == \
'image_processing.test_local'
def test_openalpr_process_image(self, aioclient_mock):
"""Set up and scan a picture and test plates from event."""
aioclient_mock.post(OPENALPR_API_URL,
params=self.params,
text=load_fixture('alpr_cloud.json'),
status=200)
with patch('homeassistant.components.camera.async_get_image',
return_value=mock_coro(camera.Image('image/jpeg',
b'image'))):
common.scan(self.hass, entity_id='image_processing.test_local')
self.hass.block_till_done()
state = self.hass.states.get('image_processing.test_local')
assert len(aioclient_mock.mock_calls) == 1
assert len(self.alpr_events) == 5
assert state.attributes.get('vehicles') == 1
assert state.state == 'H786P0J'
event_data = [
event.data for event in self.alpr_events
if event.data.get('plate') == 'H786P0J'
]
assert len(event_data) == 1
assert event_data[0]['plate'] == 'H786P0J'
assert event_data[0]['confidence'] == float(90.436699)
assert event_data[0]['entity_id'] == \
'image_processing.test_local'
def test_get_image_from_camera(self, mock_camera_read):
"""Grab an image from camera entity."""
common.scan(self.hass, entity_id="image_processing.test")
self.hass.block_till_done()
state = self.hass.states.get("image_processing.test")
assert mock_camera_read.called
assert state.state == "1"
assert state.attributes["image"] == b"Test"
def test_get_image_without_exists_camera(self, mock_image):
"""Try to get image without exists camera."""
self.hass.states.remove("camera.demo_camera")
common.scan(self.hass, entity_id="image_processing.test")
self.hass.block_till_done()
state = self.hass.states.get("image_processing.test")
assert mock_image.called
assert state.state == "0"
def test_get_image_without_exists_camera(self, mock_image):
"""Try to get image without exists camera."""
self.hass.states.remove('camera.demo_camera')
common.scan(self.hass, entity_id='image_processing.test')
self.hass.block_till_done()
state = self.hass.states.get('image_processing.test')
assert mock_image.called
assert state.state == '0'
def test_get_image_from_camera(self, mock_camera):
"""Grab an image from camera entity."""
self.hass.start()
common.scan(self.hass, entity_id='image_processing.test')
self.hass.block_till_done()
state = self.hass.states.get('image_processing.test')
assert mock_camera.called
assert state.state == '1'
assert state.attributes['image'] == b'Test'
def test_get_image_from_camera(self, mock_camera):
"""Grab an image from camera entity."""
self.hass.start()
common.scan(self.hass, entity_id='image_processing.test')
self.hass.block_till_done()
state = self.hass.states.get('image_processing.test')
assert mock_camera.called
assert state.state == '1'
assert state.attributes['image'] == b'Test'
def test_openalpr_process_image_api_timeout(self, aioclient_mock):
"""Set up and scan a picture and test api error."""
aioclient_mock.post(OPENALPR_API_URL,
params=self.params,
exc=asyncio.TimeoutError())
with patch('homeassistant.components.camera.async_get_image',
return_value=mock_coro(camera.Image('image/jpeg',
b'image'))):
common.scan(self.hass, entity_id='image_processing.test_local')
self.hass.block_till_done()
assert len(aioclient_mock.mock_calls) == 1
assert len(self.alpr_events) == 0
def test_openalpr_process_image_api_timeout(self, aioclient_mock):
"""Set up and scan a picture and test api error."""
aioclient_mock.post(
OPENALPR_API_URL, params=self.params,
exc=asyncio.TimeoutError()
)
with patch('homeassistant.components.camera.async_get_image',
return_value=mock_coro(
camera.Image('image/jpeg', b'image'))):
common.scan(self.hass, entity_id='image_processing.test_local')
self.hass.block_till_done()
assert len(aioclient_mock.mock_calls) == 1
assert len(self.alpr_events) == 0
def test_openalpr_process_image_api_timeout(self, aioclient_mock):
"""Set up and scan a picture and test api error."""
aioclient_mock.post(OPENALPR_API_URL,
params=self.params,
exc=asyncio.TimeoutError())
with patch(
"openpeerpower.components.camera.async_get_image",
return_value=camera.Image("image/jpeg", b"image"),
):
common.scan(self.opp, entity_id="image_processing.test_local")
self.opp.block_till_done()
assert len(aioclient_mock.mock_calls) == 1
assert len(self.alpr_events) == 0
def test_ms_identify_process_image(self, poll_mock, aioclient_mock):
"""Set up and scan a picture and test plates from event."""
aioclient_mock.get(
self.endpoint_url.format("persongroups"),
text=load_fixture('microsoft_face_persongroups.json'))
aioclient_mock.get(
self.endpoint_url.format("persongroups/test_group1/persons"),
text=load_fixture('microsoft_face_persons.json'))
aioclient_mock.get(
self.endpoint_url.format("persongroups/test_group2/persons"),
text=load_fixture('microsoft_face_persons.json'))
setup_component(self.hass, ip.DOMAIN, self.config)
state = self.hass.states.get('camera.demo_camera')
url = "{0}{1}".format(self.hass.config.api.base_url,
state.attributes.get(ATTR_ENTITY_PICTURE))
face_events = []
@callback
def mock_face_event(event):
"""Mock event."""
face_events.append(event)
self.hass.bus.listen('image_processing.detect_face', mock_face_event)
aioclient_mock.get(url, content=b'image')
aioclient_mock.post(self.endpoint_url.format("detect"),
text=load_fixture('microsoft_face_detect.json'))
aioclient_mock.post(self.endpoint_url.format("identify"),
text=load_fixture('microsoft_face_identify.json'))
common.scan(self.hass, entity_id='image_processing.test_local')
self.hass.block_till_done()
state = self.hass.states.get('image_processing.test_local')
assert len(face_events) == 1
assert state.attributes.get('total_faces') == 2
assert state.state == 'David'
assert face_events[0].data['name'] == 'David'
assert face_events[0].data['confidence'] == float(92)
assert face_events[0].data['entity_id'] == \
'image_processing.test_local'
def test_alpr_event_single_call(self, aioclient_mock):
"""Set up and scan a picture and test plates from event."""
aioclient_mock.get(self.url, content=b'image')
common.scan(self.hass, entity_id='image_processing.demo_alpr')
self.hass.block_till_done()
state = self.hass.states.get('image_processing.demo_alpr')
assert len(self.alpr_events) == 4
assert state.state == 'AC3829'
event_data = [event.data for event in self.alpr_events if
event.data.get('plate') == 'AC3829']
assert len(event_data) == 1
assert event_data[0]['plate'] == 'AC3829'
assert event_data[0]['confidence'] == 98.3
assert event_data[0]['entity_id'] == 'image_processing.demo_alpr'
def test_openalpr_process_image_api_error(self, aioclient_mock):
"""Set up and scan a picture and test api error."""
aioclient_mock.post(
OPENALPR_API_URL,
params=self.params,
text="{'error': 'error message'}",
status=400,
)
with patch(
"homeassistant.components.camera.async_get_image",
return_value=camera.Image("image/jpeg", b"image"),
):
common.scan(self.hass, entity_id="image_processing.test_local")
self.hass.block_till_done()
assert len(aioclient_mock.mock_calls) == 1
assert len(self.alpr_events) == 0
def test_alpr_event_single_call(self, aioclient_mock):
"""Set up and scan a picture and test plates from event."""
aioclient_mock.get(self.url, content=b"image")
common.scan(self.hass, entity_id="image_processing.demo_alpr")
self.hass.block_till_done()
state = self.hass.states.get("image_processing.demo_alpr")
assert len(self.alpr_events) == 4
assert state.state == "AC3829"
event_data = [
event.data for event in self.alpr_events
if event.data.get("plate") == "AC3829"
]
assert len(event_data) == 1
assert event_data[0]["plate"] == "AC3829"
assert event_data[0]["confidence"] == 98.3
assert event_data[0]["entity_id"] == "image_processing.demo_alpr"
def test_alpr_event_single_call(self, aioclient_mock):
"""Set up and scan a picture and test plates from event."""
aioclient_mock.get(self.url, content=b'image')
common.scan(self.hass, entity_id='image_processing.demo_alpr')
self.hass.block_till_done()
state = self.hass.states.get('image_processing.demo_alpr')
assert len(self.alpr_events) == 4
assert state.state == 'AC3829'
event_data = [
event.data for event in self.alpr_events
if event.data.get('plate') == 'AC3829'
]
assert len(event_data) == 1
assert event_data[0]['plate'] == 'AC3829'
assert event_data[0]['confidence'] == 98.3
assert event_data[0]['entity_id'] == 'image_processing.demo_alpr'
def test_face_event_call_no_confidence(self, mock_config, aioclient_mock):
"""Set up and scan a picture and test faces from event."""
aioclient_mock.get(self.url, content=b"image")
common.scan(self.hass, entity_id="image_processing.demo_face")
self.hass.block_till_done()
state = self.hass.states.get("image_processing.demo_face")
assert len(self.face_events) == 3
assert state.state == "4"
assert state.attributes["total_faces"] == 4
event_data = [
event.data for event in self.face_events if event.data.get("name") == "Hans"
]
assert len(event_data) == 1
assert event_data[0]["name"] == "Hans"
assert event_data[0]["confidence"] == 98.34
assert event_data[0]["gender"] == "male"
assert event_data[0]["entity_id"] == "image_processing.demo_face"
def test_face_event_call_no_confidence(self, mock_config, aioclient_mock):
"""Set up and scan a picture and test faces from event."""
aioclient_mock.get(self.url, content=b'image')
common.scan(self.hass, entity_id='image_processing.demo_face')
self.hass.block_till_done()
state = self.hass.states.get('image_processing.demo_face')
assert len(self.face_events) == 3
assert state.state == '4'
assert state.attributes['total_faces'] == 4
event_data = [event.data for event in self.face_events if
event.data.get('name') == 'Hans']
assert len(event_data) == 1
assert event_data[0]['name'] == 'Hans'
assert event_data[0]['confidence'] == 98.34
assert event_data[0]['gender'] == 'male'
assert event_data[0]['entity_id'] == \
'image_processing.demo_face'
def test_openalpr_process_image(self, popen_mock, aioclient_mock):
"""Set up and scan a picture and test plates from event."""
aioclient_mock.get(self.url, content=b'image')
common.scan(self.hass, entity_id='image_processing.test_local')
self.hass.block_till_done()
state = self.hass.states.get('image_processing.test_local')
assert popen_mock.called
assert len(self.alpr_events) == 5
assert state.attributes.get('vehicles') == 1
assert state.state == 'PE3R2X'
event_data = [event.data for event in self.alpr_events if
event.data.get('plate') == 'PE3R2X']
assert len(event_data) == 1
assert event_data[0]['plate'] == 'PE3R2X'
assert event_data[0]['confidence'] == float(98.9371)
assert event_data[0]['entity_id'] == \
'image_processing.test_local'
def test_openalpr_process_image(self, popen_mock, aioclient_mock):
"""Set up and scan a picture and test plates from event."""
aioclient_mock.get(self.url, content=b"image")
common.scan(self.hass, entity_id="image_processing.test_local")
self.hass.block_till_done()
state = self.hass.states.get("image_processing.test_local")
assert popen_mock.called
assert len(self.alpr_events) == 5
assert state.attributes.get("vehicles") == 1
assert state.state == "PE3R2X"
event_data = [
event.data for event in self.alpr_events
if event.data.get("plate") == "PE3R2X"
]
assert len(event_data) == 1
assert event_data[0]["plate"] == "PE3R2X"
assert event_data[0]["confidence"] == float(98.9371)
assert event_data[0]["entity_id"] == "image_processing.test_local"
def test_face_event_call_no_confidence(self, mock_config, aioclient_mock):
"""Set up and scan a picture and test faces from event."""
aioclient_mock.get(self.url, content=b'image')
common.scan(self.hass, entity_id='image_processing.demo_face')
self.hass.block_till_done()
state = self.hass.states.get('image_processing.demo_face')
assert len(self.face_events) == 3
assert state.state == '4'
assert state.attributes['total_faces'] == 4
event_data = [
event.data for event in self.face_events
if event.data.get('name') == 'Hans'
]
assert len(event_data) == 1
assert event_data[0]['name'] == 'Hans'
assert event_data[0]['confidence'] == 98.34
assert event_data[0]['gender'] == 'male'
assert event_data[0]['entity_id'] == \
'image_processing.demo_face'
def test_openalpr_process_image(self, popen_mock, aioclient_mock):
"""Set up and scan a picture and test plates from event."""
aioclient_mock.get(self.url, content=b'image')
common.scan(self.hass, entity_id='image_processing.test_local')
self.hass.block_till_done()
state = self.hass.states.get('image_processing.test_local')
assert popen_mock.called
assert len(self.alpr_events) == 5
assert state.attributes.get('vehicles') == 1
assert state.state == 'PE3R2X'
event_data = [
event.data for event in self.alpr_events
if event.data.get('plate') == 'PE3R2X'
]
assert len(event_data) == 1
assert event_data[0]['plate'] == 'PE3R2X'
assert event_data[0]['confidence'] == float(98.9371)
assert event_data[0]['entity_id'] == \
'image_processing.test_local'
def test_ms_detect_process_image(self, poll_mock, aioclient_mock):
"""Set up and scan a picture and test plates from event."""
aioclient_mock.get(
self.endpoint_url.format("persongroups"),
text=load_fixture('microsoft_face_persongroups.json')
)
aioclient_mock.get(
self.endpoint_url.format("persongroups/test_group1/persons"),
text=load_fixture('microsoft_face_persons.json')
)
aioclient_mock.get(
self.endpoint_url.format("persongroups/test_group2/persons"),
text=load_fixture('microsoft_face_persons.json')
)
setup_component(self.hass, ip.DOMAIN, self.config)
state = self.hass.states.get('camera.demo_camera')
url = "{0}{1}".format(
self.hass.config.api.base_url,
state.attributes.get(ATTR_ENTITY_PICTURE))
face_events = []
@callback
def mock_face_event(event):
"""Mock event."""
face_events.append(event)
self.hass.bus.listen('image_processing.detect_face', mock_face_event)
aioclient_mock.get(url, content=b'image')
aioclient_mock.post(
self.endpoint_url.format("detect"),
text=load_fixture('microsoft_face_detect.json'),
params={'returnFaceAttributes': "age,gender"}
)
common.scan(self.hass, entity_id='image_processing.test_local')
self.hass.block_till_done()
state = self.hass.states.get('image_processing.test_local')
assert len(face_events) == 1
assert state.attributes.get('total_faces') == 1
assert state.state == '1'
assert face_events[0].data['age'] == 71.0
assert face_events[0].data['gender'] == 'male'
assert face_events[0].data['entity_id'] == \
'image_processing.test_local'
# Test that later, if a request is made that results in no face
# being detected, that this is reflected in the state object
aioclient_mock.clear_requests()
aioclient_mock.post(
self.endpoint_url.format("detect"),
text="[]",
params={'returnFaceAttributes': "age,gender"}
)
common.scan(self.hass, entity_id='image_processing.test_local')
self.hass.block_till_done()
state = self.hass.states.get('image_processing.test_local')
# No more face events were fired
assert len(face_events) == 1
# Total faces and actual qualified number of faces reset to zero
assert state.attributes.get('total_faces') == 0
assert state.state == '0'
def test_ms_detect_process_image(self, poll_mock, aioclient_mock):
"""Set up and scan a picture and test plates from event."""
aioclient_mock.get(
self.endpoint_url.format("persongroups"),
text=load_fixture("microsoft_face_persongroups.json"),
)
aioclient_mock.get(
self.endpoint_url.format("persongroups/test_group1/persons"),
text=load_fixture("microsoft_face_persons.json"),
)
aioclient_mock.get(
self.endpoint_url.format("persongroups/test_group2/persons"),
text=load_fixture("microsoft_face_persons.json"),
)
setup_component(self.hass, ip.DOMAIN, self.config)
state = self.hass.states.get("camera.demo_camera")
url = "{0}{1}".format(self.hass.config.api.base_url,
state.attributes.get(ATTR_ENTITY_PICTURE))
face_events = []
@callback
def mock_face_event(event):
"""Mock event."""
face_events.append(event)
self.hass.bus.listen("image_processing.detect_face", mock_face_event)
aioclient_mock.get(url, content=b"image")
aioclient_mock.post(
self.endpoint_url.format("detect"),
text=load_fixture("microsoft_face_detect.json"),
params={"returnFaceAttributes": "age,gender"},
)
common.scan(self.hass, entity_id="image_processing.test_local")
self.hass.block_till_done()
state = self.hass.states.get("image_processing.test_local")
assert len(face_events) == 1
assert state.attributes.get("total_faces") == 1
assert state.state == "1"
assert face_events[0].data["age"] == 71.0
assert face_events[0].data["gender"] == "male"
assert face_events[0].data[
"entity_id"] == "image_processing.test_local"
# Test that later, if a request is made that results in no face
# being detected, that this is reflected in the state object
aioclient_mock.clear_requests()
aioclient_mock.post(
self.endpoint_url.format("detect"),
text="[]",
params={"returnFaceAttributes": "age,gender"},
)
common.scan(self.hass, entity_id="image_processing.test_local")
self.hass.block_till_done()
state = self.hass.states.get("image_processing.test_local")
# No more face events were fired
assert len(face_events) == 1
# Total faces and actual qualified number of faces reset to zero
assert state.attributes.get("total_faces") == 0
assert state.state == "0"
def test_ms_identify_process_image(self, poll_mock, aioclient_mock):
"""Set up and scan a picture and test plates from event."""
aioclient_mock.get(
self.endpoint_url.format("persongroups"),
text=load_fixture('microsoft_face_persongroups.json'))
aioclient_mock.get(
self.endpoint_url.format("persongroups/test_group1/persons"),
text=load_fixture('microsoft_face_persons.json'))
aioclient_mock.get(
self.endpoint_url.format("persongroups/test_group2/persons"),
text=load_fixture('microsoft_face_persons.json'))
setup_component(self.hass, ip.DOMAIN, self.config)
state = self.hass.states.get('camera.demo_camera')
url = "{0}{1}".format(self.hass.config.api.base_url,
state.attributes.get(ATTR_ENTITY_PICTURE))
face_events = []
@callback
def mock_face_event(event):
"""Mock event."""
face_events.append(event)
self.hass.bus.listen('image_processing.detect_face', mock_face_event)
aioclient_mock.get(url, content=b'image')
aioclient_mock.post(self.endpoint_url.format("detect"),
text=load_fixture('microsoft_face_detect.json'))
aioclient_mock.post(self.endpoint_url.format("identify"),
text=load_fixture('microsoft_face_identify.json'))
common.scan(self.hass, entity_id='image_processing.test_local')
self.hass.block_till_done()
state = self.hass.states.get('image_processing.test_local')
assert len(face_events) == 1
assert state.attributes.get('total_faces') == 2
assert state.state == 'David'
assert face_events[0].data['name'] == 'David'
assert face_events[0].data['confidence'] == float(92)
assert face_events[0].data['entity_id'] == \
'image_processing.test_local'
# Test that later, if a request is made that results in no face
# being detected, that this is reflected in the state object
aioclient_mock.clear_requests()
aioclient_mock.post(self.endpoint_url.format("detect"), text="[]")
common.scan(self.hass, entity_id='image_processing.test_local')
self.hass.block_till_done()
state = self.hass.states.get('image_processing.test_local')
# No more face events were fired
assert len(face_events) == 1
# Total faces and actual qualified number of faces reset to zero
assert state.attributes.get('total_faces') == 0
assert state.state == STATE_UNKNOWN