Fix Facebox face data parsing (#14951)
* Adds parse_faces * Update facebox.py
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2 changed files with 65 additions and 19 deletions
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@ -7,7 +7,7 @@ import requests_mock
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from homeassistant.core import callback
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from homeassistant.const import (
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ATTR_ENTITY_ID, CONF_FRIENDLY_NAME,
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ATTR_ENTITY_ID, ATTR_NAME, CONF_FRIENDLY_NAME,
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CONF_IP_ADDRESS, CONF_PORT, STATE_UNKNOWN)
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from homeassistant.setup import async_setup_component
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import homeassistant.components.image_processing as ip
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@ -16,6 +16,7 @@ import homeassistant.components.image_processing.facebox as fb
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MOCK_IP = '192.168.0.1'
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MOCK_PORT = '8080'
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# Mock data returned by the facebox API.
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MOCK_FACE = {'confidence': 0.5812028911604818,
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'id': 'john.jpg',
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'matched': True,
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@ -28,6 +29,20 @@ MOCK_JSON = {"facesCount": 1,
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"faces": [MOCK_FACE]
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}
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# Faces data after parsing.
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PARSED_FACES = [{ATTR_NAME: 'John Lennon',
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fb.ATTR_IMAGE_ID: 'john.jpg',
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fb.ATTR_CONFIDENCE: 58.12,
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fb.ATTR_MATCHED: True,
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fb.ATTR_BOUNDING_BOX: {
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'height': 75,
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'left': 63,
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'top': 262,
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'width': 74},
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}]
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MATCHED_FACES = {'John Lennon': 58.12}
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VALID_ENTITY_ID = 'image_processing.facebox_demo_camera'
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VALID_CONFIG = {
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ip.DOMAIN: {
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@ -45,12 +60,14 @@ VALID_CONFIG = {
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def test_encode_image():
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"""Test that binary data is encoded correctly."""
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assert fb.encode_image(b'test')["base64"] == 'dGVzdA=='
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assert fb.encode_image(b'test') == 'dGVzdA=='
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def test_get_matched_faces():
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"""Test that matched faces are parsed correctly."""
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assert fb.get_matched_faces([MOCK_FACE]) == {MOCK_FACE['name']: 0.58}
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def test_parse_faces():
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"""Test parsing of raw face data, and generation of matched_faces."""
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parsed_faces = fb.parse_faces(MOCK_JSON['faces'])
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assert parsed_faces == PARSED_FACES
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assert fb.get_matched_faces(parsed_faces) == MATCHED_FACES
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@pytest.fixture
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@ -92,16 +109,21 @@ async def test_process_image(hass, mock_image):
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state = hass.states.get(VALID_ENTITY_ID)
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assert state.state == '1'
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assert state.attributes.get('matched_faces') == {MOCK_FACE['name']: 0.58}
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assert state.attributes.get('matched_faces') == MATCHED_FACES
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MOCK_FACE[ATTR_ENTITY_ID] = VALID_ENTITY_ID # Update.
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assert state.attributes.get('faces') == [MOCK_FACE]
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PARSED_FACES[0][ATTR_ENTITY_ID] = VALID_ENTITY_ID # Update.
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assert state.attributes.get('faces') == PARSED_FACES
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assert state.attributes.get(CONF_FRIENDLY_NAME) == 'facebox demo_camera'
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assert len(face_events) == 1
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assert face_events[0].data['name'] == MOCK_FACE['name']
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assert face_events[0].data['confidence'] == MOCK_FACE['confidence']
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assert face_events[0].data['entity_id'] == VALID_ENTITY_ID
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assert face_events[0].data[ATTR_NAME] == PARSED_FACES[0][ATTR_NAME]
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assert (face_events[0].data[fb.ATTR_CONFIDENCE]
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== PARSED_FACES[0][fb.ATTR_CONFIDENCE])
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assert face_events[0].data[ATTR_ENTITY_ID] == VALID_ENTITY_ID
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assert (face_events[0].data[fb.ATTR_IMAGE_ID] ==
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PARSED_FACES[0][fb.ATTR_IMAGE_ID])
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assert (face_events[0].data[fb.ATTR_BOUNDING_BOX] ==
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PARSED_FACES[0][fb.ATTR_BOUNDING_BOX])
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async def test_connection_error(hass, mock_image):
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