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test.py
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test.py
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import json
import logging
from pathlib import Path
import os
import unittest
from unittest.mock import patch, MagicMock, mock_open
from PIL import Image, ImageDraw
import yaml
import index
class BaseTestCase(unittest.TestCase):
def setUp(self):
mock_logger = MagicMock()
index._LOGGER = mock_logger
self.mock_logger = mock_logger
class TestLoadConfig(BaseTestCase):
@patch('os.path.isdir', return_value=False)
@patch('os.makedirs')
@patch('yaml.safe_load')
@patch('builtins.open', new_callable=mock_open, read_data="config: {}")
def test_load_config(self, mock_open, mock_safe_load, mock_makedirs, mock_isdir):
index.CONFIG_PATH = 'dummy_path'
index.load_config()
mock_open.assert_called_once_with('dummy_path', 'r')
mock_safe_load.assert_called_once()
mock_isdir.assert_called_once_with(index.SNAPSHOT_PATH)
mock_makedirs.assert_called_once_with(index.SNAPSHOT_PATH)
class TestSaveImage(BaseTestCase):
def setUp(self):
index._LOGGER = logging.getLogger(__name__)
@patch('index.get_snapshot')
@patch('index.get_final_data')
@patch('index.Image.open')
@patch('index.ImageDraw.Draw')
@patch('index.ImageFont.truetype')
@patch('index.datetime')
@patch('index.open', new_callable=mock_open)
def test_save_image_with_box(self, mock_file, mock_datetime, mock_truetype, mock_draw, mock_open, mock_get_final_data, mock_get_snapshot):
# Mock current time
mock_now = mock_datetime.now.return_value
mock_now.strftime.return_value = '20210101_120000'
# Setup configuration and input data
index.config = {'frigate': {'save_snapshots': True, 'draw_box': True}}
after_data = {'camera': 'test_camera'}
frigate_url = 'http://example.com'
frigate_event_id = 'test_event_id'
plate_number = 'ABC123'
# Mock PIL dependencies
mock_image = MagicMock(spec=Image.Image)
mock_image.size = (640, 480) # Example size
mock_image_draw = mock_draw.return_value
mock_open.return_value = mock_image
mock_truetype.return_value = MagicMock()
mock_get_final_data.return_value = [{'box': [0, 0, 100, 100]}]
mock_get_snapshot.return_value = b'ImageBytes'
# Call the function
index.save_image(index.config, after_data, frigate_url, frigate_event_id, plate_number)
# Assert image operations
# Assert image operations
expected_path = '/plates/ABC123_test_camera_20210101_120000.png'
mock_image.save.assert_called_once_with(expected_path)
mock_image_draw.rectangle.assert_called_once_with(
(0, 0, 640 * 100, 480 * 100), outline="red", width=2 # Ensure this matches what's being called
)
mock_image_draw.text.assert_called_once_with((5, 48005), 'ABC123', font=mock_truetype.return_value)
@patch('index.Image.open')
@patch('index.ImageDraw.Draw')
@patch('index.ImageFont.truetype')
@patch('index.datetime')
@patch('index.open', new_callable=mock_open)
def test_save_image_with_save_snapshots_false(self, mock_file, mock_datetime, mock_truetype, mock_draw, mock_open):
mock_now = mock_datetime.now.return_value
mock_now.strftime.return_value = '20210101_120000'
index.config = {'frigate': {'save_snapshots': False }}
after_data = {}
image_content = b'test_image_content'
license_plate_attribute = []
plate_number = ''
# Mock PIL dependencies
mock_image = MagicMock()
mock_open.return_value = mock_image
mock_draw.return_value = MagicMock()
mock_truetype.return_value = MagicMock()
index.snapshot_path = 'dummy/snapshot/path'
# Call the function
with patch.object(index._LOGGER, 'debug') as mock_debug:
index.save_image(index.config, after_data, image_content, license_plate_attribute, plate_number)
mock_debug.assert_called_with(f"Skipping saving snapshot because save_snapshots is set to false")
# Assert that the image is not saved when save_snapshots is False
mock_image.save.assert_not_called()
class TestSetSubLabel(BaseTestCase):
def setUp(self):
index._LOGGER = MagicMock()
@patch('index.requests.post')
def test_set_sublabel(self, mock_post):
mock_response = mock_post.return_value
mock_response.status_code = 200
index.set_sublabel("http://example.com", "123", "test_label", 0.95)
mock_post.assert_called_with(
"http://example.com/api/events/123/sub_label",
data='{"subLabel": "TEST_LABEL"}',
headers={"Content-Type": "application/json"}
)
@patch('index.requests.post')
def test_set_sublabel_shorten(self, mock_post):
mock_response = mock_post.return_value
mock_response.status_code = 200
index.set_sublabel("http://example.com", "123", "test_label_too_long_for_api", 0.95)
mock_post.assert_called_with(
"http://example.com/api/events/123/sub_label",
data='{"subLabel": "TEST_LABEL_TOO_LONG_"}',
headers={"Content-Type": "application/json"}
)
class TestRunMqttClient(BaseTestCase):
@patch('index.mqtt.Client')
def test_run_mqtt_client(self, mock_mqtt_client):
# Setup configuration
index.config = {
'frigate': {
'mqtt_server': 'mqtt.example.com',
'mqtt_auth': True,
'mqtt_username': 'username',
'mqtt_password': 'password'
}
}
# Mock _LOGGER to prevent actual logging
index._LOGGER = MagicMock()
# Call the function
index.run_mqtt_client()
# Assert that the MQTT client is created with the correct client_id format
mock_mqtt_client.assert_called()
args, kwargs = mock_mqtt_client.call_args
self.assertTrue(args[0].startswith('FrigatePlateRecognizer'))
# Get the mock client instance
mock_client_instance = mock_mqtt_client.return_value
# Assert that the on_message, on_disconnect, and on_connect handlers are set
self.assertEqual(mock_client_instance.on_message, index.on_message)
self.assertEqual(mock_client_instance.on_disconnect, index.on_disconnect)
self.assertEqual(mock_client_instance.on_connect, index.on_connect)
# Assert that username and password are set for the client
mock_client_instance.username_pw_set.assert_called_with('username', 'password')
# Assert that the client attempts to connect and enters the loop
mock_client_instance.connect.assert_called_with('mqtt.example.com', 1883)
mock_client_instance.loop_forever.assert_called()
class TestHasCommonValue(BaseTestCase):
def test_has_common_value_with_common_elements(self):
self.assertTrue(index.has_common_value([1, 2, 3], [3, 4, 5]))
def test_has_common_value_without_common_elements(self):
self.assertFalse(index.has_common_value([1, 2, 3], [4, 5, 6]))
def test_has_common_value_with_empty_arrays(self):
self.assertFalse(index.has_common_value([], []))
def test_has_common_value_with_one_empty_array(self):
self.assertFalse(index.has_common_value([1, 2, 3], []))
def test_has_common_value_with_identical_arrays(self):
self.assertTrue(index.has_common_value([1, 2, 3], [1, 2, 3]))
class TestGetLicensePlate(BaseTestCase):
def test_get_license_plate_with_frigate_plus_enabled(self):
index.config = {'frigate': {'frigate_plus': True}}
after_data = {
'current_attributes': [
{'label': 'license_plate', 'score': 0.9},
{'label': 'other_attribute', 'score': 0.8}
]
}
result = index.get_license_plate_attribute(after_data)
self.assertEqual(result, [{'label': 'license_plate', 'score': 0.9}])
def test_get_license_plate_with_frigate_plus_disabled(self):
index.config = {'frigate': {'frigate_plus': False}}
after_data = {'current_attributes': [{'label': 'license_plate', 'score': 0.9}]}
result = index.get_license_plate_attribute(after_data)
self.assertIsNone(result)
def test_get_license_plate_with_no_license_plate_attribute(self):
index.config = {'frigate': {'frigate_plus': True}}
after_data = {'current_attributes': [{'label': 'other_attribute', 'score': 0.8}]}
result = index.get_license_plate_attribute(after_data)
self.assertEqual(result, [])
def test_get_license_plate_with_empty_attributes(self):
index.config = {'frigate': {'frigate_plus': True}}
after_data = {'current_attributes': []}
result = index.get_license_plate_attribute(after_data)
self.assertEqual(result, [])
class TestCheckFirstMessage(BaseTestCase):
def setUp(self):
super().setUp()
index.first_message = True
def test_first_message_true(self):
result = index.check_first_message()
self.assertTrue(result)
self.mock_logger.debug.assert_called_with("Skipping first message")
def test_first_message_false(self):
index.first_message = False
result = index.check_first_message()
self.assertFalse(result)
self.mock_logger.debug.assert_not_called()
class TestIsDuplicateEvent(BaseTestCase):
def setUp(self):
super().setUp()
@patch('index.sqlite3.connect')
def test_event_is_duplicate(self, mock_connect):
# Mocking the database connection and cursor
mock_conn = MagicMock()
mock_cursor = MagicMock()
mock_connect.return_value = mock_conn
mock_conn.cursor.return_value = mock_cursor
# Setting up the cursor to return a non-empty row, indicating a duplicate event
mock_cursor.fetchone.return_value = ('some_row_data',)
frigate_event_id = 'test_event_id'
result = index.is_duplicate_event(frigate_event_id)
# Assert the function returns True for a duplicate event
self.assertTrue(result)
mock_cursor.execute.assert_called_with(
"SELECT * FROM plates WHERE frigate_event = ?",
(frigate_event_id,)
)
self.mock_logger.debug.assert_called_with(f"Skipping event: {frigate_event_id} because it has already been processed")
@patch('index.sqlite3.connect')
def test_event_is_not_duplicate(self, mock_connect):
# Mocking the database connection and cursor
mock_conn = MagicMock()
mock_cursor = MagicMock()
mock_connect.return_value = mock_conn
mock_conn.cursor.return_value = mock_cursor
# Setting up the cursor to return None, indicating the event is not a duplicate
mock_cursor.fetchone.return_value = None
frigate_event_id = 'test_event_id'
result = index.is_duplicate_event(frigate_event_id)
# Assert the function returns False for a non-duplicate event
self.assertFalse(result)
mock_cursor.execute.assert_called_with(
"SELECT * FROM plates WHERE frigate_event = ?",
(frigate_event_id,)
)
self.mock_logger.debug.assert_not_called()
class TestIsValidLicensePlate(BaseTestCase):
def setUp(self):
super().setUp()
@patch('index.get_license_plate_attribute')
def test_no_license_plate_attribute(self, mock_get_license_plate):
# Setup: No license plate attribute found
mock_get_license_plate.return_value = []
after_data = {'current_attributes': []}
# Call the function
result = index.is_valid_license_plate(after_data)
# Assertions
self.assertFalse(result)
self.mock_logger.debug.assert_called_with("no license_plate attribute found in event attributes")
@patch('index.get_license_plate_attribute')
def test_license_plate_below_min_score(self, mock_get_license_plate):
# Setup: License plate attribute found but below minimum score
index.config = {'frigate': {'frigate_plus': True, 'license_plate_min_score': 0.5}}
mock_get_license_plate.return_value = [{'score': 0.4}]
after_data = {'current_attributes': [{'label': 'license_plate', 'score': 0.4}]}
# Call the function
result = index.is_valid_license_plate(after_data)
self.assertFalse(result)
self.mock_logger.debug.assert_called_with("license_plate attribute score is below minimum: 0.4")
@patch('index.get_license_plate_attribute')
def test_valid_license_plate(self, mock_get_license_plate):
# Setup: Valid license plate attribute
index.config = {'frigate': {'license_plate_min_score': 0.5}}
mock_get_license_plate.return_value = [{'score': 0.6}]
after_data = {'current_attributes': [{'label': 'license_plate', 'score': 0.6}]}
result = index.is_valid_license_plate(after_data)
self.assertTrue(result)
class TestGetSnapshot(BaseTestCase):
def setUp(self):
super().setUp()
@patch('index.requests.get')
def test_get_snapshot_successful(self, mock_requests_get):
# Setup mock response for successful request
mock_response = MagicMock()
mock_response.status_code = 200
mock_response.content = b'image_data'
mock_requests_get.return_value = mock_response
frigate_event_id = 'event123'
frigate_url = 'http://example.com'
result = index.get_snapshot(frigate_event_id, frigate_url, True)
self.assertEqual(result, b'image_data')
mock_requests_get.assert_called_with(f"{frigate_url}/api/events/{frigate_event_id}/snapshot.jpg",
params={"crop": 1, "quality": 95})
self.mock_logger.debug.assert_any_call(f"Getting snapshot for event: {frigate_event_id}, Crop: True")
self.mock_logger.debug.assert_any_call(f"event URL: {frigate_url}/api/events/{frigate_event_id}/snapshot.jpg")
@patch('index.requests.get')
def test_get_snapshot_failure(self, mock_requests_get):
# Setup mock response for unsuccessful request
mock_response = MagicMock()
mock_response.status_code = 404
mock_requests_get.return_value = mock_response
frigate_event_id = 'event123'
frigate_url = 'http://example.com'
result = index.get_snapshot(frigate_event_id, frigate_url, True)
self.assertIsNone(result)
mock_requests_get.assert_called_with(f"{frigate_url}/api/events/{frigate_event_id}/snapshot.jpg",
params={"crop": 1, "quality": 95})
self.mock_logger.error.assert_called_with(f"Error getting snapshot: 404")
class TestCheckInvalidEvent(BaseTestCase):
def setUp(self):
super().setUp()
index.config = {
'frigate': {
'zones': ['zone1', 'zone2'],
'camera': ['camera1', 'camera2'],
'objects': ['car', 'bus']
}
}
def test_event_invalid_zone_and_camera(self):
before_data = {}
after_data = {
'current_zones': ['zone3'],
'camera': 'camera3',
'label': 'car',
'id': 'event123',
'top_score': 0.8
}
result = index.check_invalid_event(before_data, after_data)
self.assertTrue(result)
self.mock_logger.debug.assert_called_with("Skipping event: event123 because it does not match the configured zones/cameras")
def test_event_invalid_object(self):
before_data = {}
after_data = {
'current_zones': ['zone1'],
'camera': 'camera1',
'label': 'tree',
'id': 'event123',
'top_score': 0.8
}
result = index.check_invalid_event(before_data, after_data)
self.assertTrue(result)
self.mock_logger.debug.assert_called_with("is not a correct label: tree")
def test_event_valid(self):
before_data = {'top_score': 0.7}
after_data = {
'current_zones': ['zone1'],
'camera': 'camera1',
'label': 'car',
'id': 'event123',
'top_score': 0.8
}
result = index.check_invalid_event(before_data, after_data)
self.assertFalse(result)
self.mock_logger.debug.assert_not_called()
class TestGetPlate(BaseTestCase):
def setUp(self):
super().setUp()
@patch('index.plate_recognizer')
@patch('index.save_image')
def test_plate_score_okay(self, mock_save_image, mock_plate_recognizer):
# Set up configuration to use plate_recognizer
index.config = {'plate_recognizer': True, 'frigate': {'min_score': 0.5, 'always_save_snapshot': False}}
snapshot = b'image_data'
# Mock the plate_recognizer to return a specific plate number and score
mock_plate_recognizer.return_value = ('ABC123', 0.6, None, None)
plate_number, plate_score, watched_plate, fuzzy_score = index.get_plate(snapshot)
# Assert that the correct plate number is returned
self.assertEqual(plate_number, 'ABC123')
self.assertEqual(plate_score, 0.6)
mock_plate_recognizer.assert_called_once_with(snapshot)
mock_save_image.assert_not_called() # Assert that save_image is not called when plate_recognizer is used
@patch('index.plate_recognizer')
@patch('index.save_image')
def test_plate_score_too_low(self, mock_save_image, mock_plate_recognizer):
index.config = {'plate_recognizer': True, 'frigate': {'min_score': 0.7, 'always_save_snapshot': False}}
snapshot = b'image_data'
# Mock the plate_recognizer to return a plate number with a low score
mock_plate_recognizer.return_value = ('ABC123', 0.6, None, None)
plate_number, plate_score, watched_plate, fuzzy_score = index.get_plate(snapshot)
# Assert that no plate number is returned due to low score
self.assertIsNone(plate_number)
self.assertIsNone(plate_score)
self.mock_logger.info.assert_called_with("Score is below minimum: 0.6 (ABC123)")
mock_save_image.assert_not_called()
@patch('index.plate_recognizer')
@patch('index.save_image')
def test_fuzzy_response(self, mock_save_image, mock_plate_recognizer):
index.config = {'plate_recognizer': True, 'frigate': {'min_score': 0.7, 'always_save_snapshot': False}}
snapshot = b'image_data'
# Mock the plate_recognizer to return a plate number with a fuzzy score
mock_plate_recognizer.return_value = ('DEF456', 0.8, None, 0.9)
plate_number, plate_score, watched_plate, fuzzy_score = index.get_plate(snapshot)
# Assert that plate number and score are returned despite the fuzzy score
self.assertEqual(plate_number, 'DEF456')
self.assertEqual(plate_score, 0.8)
self.assertIsNone(watched_plate)
self.assertEqual(fuzzy_score, 0.9)
self.mock_logger.error.assert_not_called()
mock_save_image.assert_not_called()
class TestSendMqttMessage(BaseTestCase):
def setUp(self):
super().setUp()
@patch('index.mqtt_client')
def test_send_mqtt_message(self, mock_mqtt_client):
index.config = {
'frigate': {
'main_topic': 'frigate',
'return_topic': 'return_topic'
}
}
plate_number = 'ABC123'
plate_score = 0.95
frigate_event_id = 'event123'
after_data = {'camera': 'camera1'}
formatted_start_time = '2021-01-01 12:00:00'
watched_plate = 'ABC123'
fuzzy_score = 0.8
# Call the function
index.send_mqtt_message(plate_number, plate_score, frigate_event_id, after_data, formatted_start_time, watched_plate, fuzzy_score)
# Construct expected message
expected_message = {
'plate_number': plate_number,
'score': plate_score,
'frigate_event_id': frigate_event_id,
'camera_name': after_data['camera'],
'start_time': formatted_start_time,
'fuzzy_score': fuzzy_score,
'original_plate': watched_plate
}
# Assert that the MQTT client publish method is called correctly
mock_mqtt_client.publish.assert_called_with(
'frigate/return_topic', json.dumps(expected_message)
)
class TestStorePlateInDb(BaseTestCase):
def setUp(self):
super().setUp()
@patch('index.sqlite3.connect')
def test_store_plate_in_db(self, mock_connect):
# Mocking the database connection and cursor
mock_conn = MagicMock()
mock_cursor = MagicMock()
mock_connect.return_value = mock_conn
mock_conn.cursor.return_value = mock_cursor
plate_number = 'ABC123'
plate_score = 0.95
frigate_event_id = 'event123'
after_data = {'camera': 'camera1'}
formatted_start_time = '2021-01-01 12:00:00'
index.store_plate_in_db(plate_number, plate_score, frigate_event_id, after_data, formatted_start_time)
# Assert that the correct SQL command is executed
mock_cursor.execute.assert_called_with(
"""INSERT INTO plates (detection_time, score, plate_number, frigate_event, camera_name) VALUES (?, ?, ?, ?, ?)""",
(formatted_start_time, plate_score, plate_number, frigate_event_id, after_data['camera'])
)
# Assert database commit and connection close
mock_conn.commit.assert_called_once()
mock_conn.close.assert_called_once()
if __name__ == '__main__':
unittest.main()