SIENTIAPDE-988
Implement initial structure for data ingestion with Kafka and OPC UA integration - Added DataManager for Kafka message handling - Introduced IngestorManager to manage data ingestion processes - Created OpcManager for OPC UA client interactions - Developed ResourceManager for Redis-based resource management - Established testing framework with unit tests for DataManager and OpcManager - Configured project settings for Python testing with pytest
This commit is contained in:
68
tests/managers/test_data_manager.py
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68
tests/managers/test_data_manager.py
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from unittest.mock import MagicMock, patch
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from pytest import fixture
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from ingestor.managers.data_manager import DataManager
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@fixture
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@patch("ingestor.managers.data_manager.KafkaProducer")
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def data_manager(kafka):
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return DataManager(
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kafka_servers="localhost:9092",
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logger=MagicMock()
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)
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def test___del__(data_manager):
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flush_mock = MagicMock()
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close_mock = MagicMock()
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data_manager.kafka_producer.flush = flush_mock
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data_manager.kafka_producer.close = close_mock
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data_manager.__del__()
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flush_mock.assert_called_once()
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close_mock.assert_called_once()
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def test_delivery_report(data_manager):
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msg = MagicMock()
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msg.topic = "test_topic"
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msg.partition = 0
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msg.offset = 1
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data_manager.delivery_report(msg)
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data_manager.logger.info.assert_called_once_with(
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f"Record successfully produced to {msg.topic} [{msg.partition}] at offset {msg.offset}"
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)
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def test_delivery_error(data_manager):
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err = "Test error"
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data_manager.delivery_error(err)
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data_manager.logger.error.assert_called_once_with(
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f"Delivery failed for record : {err}"
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)
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def test_publish(data_manager):
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topic = "test_topic"
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data = {"key": "value"}
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# Mock the send method of the Kafka producer
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send_mock = MagicMock()
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data_manager.kafka_producer.send = send_mock
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# Call the publish method
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data_manager.publish(topic, data)
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# Check if the send method was called with the correct arguments
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send_mock.assert_called_once_with(
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topic=topic, value=data
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)
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send_mock.return_value.add_callback.assert_called_once()
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data_manager.kafka_producer.flush.assert_called_once()
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316
tests/managers/test_opc_manager.py
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316
tests/managers/test_opc_manager.py
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import json
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from unittest.mock import MagicMock, patch
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from pytest import fixture
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from asyncua.crypto.security_policies import SecurityPolicyBasic256
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from ingestor.managers.opc_manager import OpcManager
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from sientia_do.notifications.models import NotificationLevel
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tags = {
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'ns=3;i=1001': {
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'aggregation_function': 'LTS',
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'frequency': 1000,
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'max_value': 100,
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'min_value': 0,
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'tag_name': 'Counter'
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},
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'ns=3;i=1003': {
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'aggregation_function': 'AVG',
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'frequency': 1000,
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'max_value': 100,
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'min_value': 0,
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'tag_name': 'Random'
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},
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'ns=3;i=1004': {
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'aggregation_function': 'MDN',
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'frequency': 1000,
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'max_value': 100,
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'min_value': 0,
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'tag_name': 'Sawtooth'
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}
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}
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@fixture
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def raw_opc_manager():
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return OpcManager(
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'TestConnector', 'opc.tcp://localhost:4840', MagicMock(),
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MagicMock(), 'opc.tcp://localhost:4840'
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)
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@fixture
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def opc_manager(raw_opc_manager):
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raw_opc_manager.client = MagicMock()
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raw_opc_manager.cert_path = 'cert.pem'
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raw_opc_manager.private_key_path = 'private_key.pem'
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raw_opc_manager.server_cert_path = 'server_cert.pem'
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return raw_opc_manager
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@fixture
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def opc_manager_subscribed(opc_manager):
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opc_manager.subscription = MagicMock()
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return opc_manager
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def test_set_security_success(opc_manager):
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opc_manager.set_security()
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assert opc_manager.client.application_uri == opc_manager.server_uri
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opc_manager.client.set_security.assert_called_once_with(
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SecurityPolicyBasic256,
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certificate=opc_manager.cert_path,
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private_key=opc_manager.private_key_path,
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server_certificate=opc_manager.server_cert_path
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)
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assert opc_manager.client.secure_channel_timeout == 10000000
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assert opc_manager.client.session_timeout == 10000000
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def test_set_security_no_cert(opc_manager):
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opc_manager.cert_path = None
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opc_manager.private_key_path = None
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try:
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opc_manager.set_security()
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except ValueError as e:
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assert str(
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e) == "Certificate and private key paths must be provided for secure connection."
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else:
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assert False, "ValueError not raised"
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assert opc_manager.client.set_security.call_count == 0
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@patch('ingestor.managers.opc_manager.Client')
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def test_connect_no_security(client, raw_opc_manager):
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raw_opc_manager.set_security = MagicMock()
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raw_opc_manager.connect()
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client.assert_called_once_with(raw_opc_manager.url)
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raw_opc_manager.client.connect.assert_called_once()
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raw_opc_manager.set_security.assert_not_called()
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@patch('ingestor.managers.opc_manager.Client')
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def test_connect_with_security(client, raw_opc_manager):
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raw_opc_manager.cert_path = 'cert.pem'
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raw_opc_manager.private_key_path = 'private_key.pem'
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raw_opc_manager.server_cert_path = 'server_cert.pem'
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raw_opc_manager.set_security = MagicMock()
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raw_opc_manager.connect()
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client.assert_called_once_with(raw_opc_manager.url)
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raw_opc_manager.client.connect.assert_called_once()
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raw_opc_manager.set_security.assert_called_once()
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def test_create_subscription_no_client(raw_opc_manager):
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try:
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raw_opc_manager.create_subscription()
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except ValueError as e:
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assert str(e) == "Client not connected. Call connect first."
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else:
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assert False, "ValueError not raised"
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def test_create_subscription_success_has_period(opc_manager):
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opc_manager.create_subscription(1000)
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assert opc_manager.period == 1000
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opc_manager.client.create_subscription.assert_called_once_with(
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1000, opc_manager)
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assert opc_manager.subscription is not None
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def test_create_subscription_success_no_period(opc_manager):
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opc_manager.create_subscription(None)
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assert opc_manager.period == 500
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opc_manager.client.create_subscription.assert_called_once_with(
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500, opc_manager)
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assert opc_manager.subscription is not None
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def test_subscribe_no_subscription(opc_manager):
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try:
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opc_manager.subscribe(tags, 1000)
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except ValueError as e:
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assert str(
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e) == "Subscription not created. Call create_subscription first."
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else:
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assert False, "ValueError not raised"
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def test_subscribe_success(opc_manager_subscribed):
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opc_manager_subscribed.nodes = {
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'ns=3;i=1001': 'data'
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}
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opc_manager_subscribed.subscribe(tags, 1000)
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assert opc_manager_subscribed.nodes == tags
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assert opc_manager_subscribed.addr_nodes == [
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opc_manager_subscribed.client.get_node(n) for n in tags if n != 'ns=3;i=1001']
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def test_disconnect_success(opc_manager_subscribed):
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opc_manager_subscribed.client = MagicMock()
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opc_manager_subscribed.subscription = MagicMock()
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opc_manager_subscribed.disconnect()
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opc_manager_subscribed.subscription.delete.assert_called_once()
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opc_manager_subscribed.client.disconnect.assert_called_once()
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def test_disconnect_error(opc_manager_subscribed):
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opc_manager_subscribed.client = MagicMock()
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opc_manager_subscribed.subscription = MagicMock(
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delete=MagicMock(side_effect=Exception("Test error"))
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)
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opc_manager_subscribed.disconnect()
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opc_manager_subscribed.subscription.delete.assert_called_once()
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opc_manager_subscribed.client.disconnect.assert_not_called()
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opc_manager_subscribed.logger.error.assert_called_once_with(
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"Failed to clean up subscription: Test error")
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def test_init_collector(opc_manager_subscribed):
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opc_manager_subscribed.connect = MagicMock()
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opc_manager_subscribed.create_subscription = MagicMock()
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opc_manager_subscribed.subscribe = MagicMock()
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opc_manager_subscribed.init_collector(tags, 1000, 500)
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opc_manager_subscribed.connect.assert_called_once()
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opc_manager_subscribed.create_subscription.assert_called_once_with(500)
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opc_manager_subscribed.subscribe.assert_called_once_with(tags, 1000)
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def test_datachange_notification(opc_manager_subscribed):
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data = MagicMock(
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monitored_item=MagicMock(
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Value=MagicMock(
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Value=MagicMock(Value=42),
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SourceTimestamp='2021-01-01T00:00:00'
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)))
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opc_manager_subscribed.nodes = {
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'ns=3;i=1001': {
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'tag_name': 'Counter',
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'cycle_rule': {
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'cycle_increment': 1.0,
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'cycle_count': 2
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},
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'topics': ['topic1', 'topic2']
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}
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}
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opc_manager_subscribed.datachange_notification(
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'ns=3;i=1001', None, data)
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opc_manager_subscribed.data_manager.publish.assert_any_call(
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'topic1', {
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'tag': 'ns=3;i=1001',
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'name': 'Counter',
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'timestamp': '2021-01-01T00:00:00',
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'value': 42
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})
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opc_manager_subscribed.data_manager.publish.assert_any_call(
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'topic2', {
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'tag': 'ns=3;i=1001',
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'name': 'Counter',
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'timestamp': '2021-01-01T00:00:00',
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'value': 42
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})
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assert opc_manager_subscribed.nodes['ns=3;i=1001']['cycle_rule']['cycle_count'] == 0
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def test_check_cycles(opc_manager_subscribed):
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handler = MagicMock()
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opc_manager_subscribed.nodes = tags
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opc_manager_subscribed.nodes['ns=3;i=1001']['cycle_rule'] = {
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'cycle_increment': 1.0,
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'cycle_count': 0
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}
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opc_manager_subscribed.check_cycles(
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{}, 'ns=3;i=1001', tags['ns=3;i=1001'], handler)
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assert opc_manager_subscribed.nodes['ns=3;i=1001']['cycle_rule']['cycle_count'] == 1
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opc_manager_subscribed.nodes['ns=3;i=1001']['cycle_rule']['cycle_count'] = 0
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opc_manager_subscribed.check_cycles({'ns=3;i=1001': {}},
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'ns=3;i=1001', tags['ns=3;i=1001'], handler)
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assert opc_manager_subscribed.nodes['ns=3;i=1001']['cycle_rule']['cycle_count'] == 0
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opc_manager_subscribed.nodes['ns=3;i=1001']['cycle_rule']['cycle_count'] = 4
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opc_manager_subscribed.check_cycles(
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{}, 'ns=3;i=1001', tags['ns=3;i=1001'], handler)
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assert opc_manager_subscribed.nodes['ns=3;i=1001']['cycle_rule']['cycle_count'] == 5
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handler.assert_called_once_with('5.0 cycles without receive from ns=3;i=1001:Counter',
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'TAG_ns=3;i=1001:Counter_LISTENNING_STOPPED', NotificationLevel.WARNING)
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def test_check_opc_listenning_5_cycles(opc_manager_subscribed):
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handler = MagicMock()
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opc_manager_subscribed.nodes = tags
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opc_manager_subscribed.non_receive_count = 4
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opc_manager_subscribed.check_opc_listenning(handler)
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handler.assert_called_once_with(
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f'5 cycles without receive from OPC TestConnector. Tags: {json.dumps(tags)}',
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'OPC_LISTENNING_STOPPED__TestConnector',
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NotificationLevel.ERROR
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)
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def test_check_opc_listenning_no_cycles(opc_manager_subscribed):
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handler = MagicMock()
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opc_manager_subscribed.non_receive_count = 0
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opc_manager_subscribed.check_opc_listenning(handler)
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handler.assert_not_called()
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def test_check_opc_listenning_no_handler(opc_manager_subscribed):
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opc_manager_subscribed.non_receive_count = 5
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opc_manager_subscribed.check_opc_listenning(None)
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assert opc_manager_subscribed.non_receive_count == 6
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def test_check_opc_listenning_15_cycles(opc_manager_subscribed):
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handler = MagicMock()
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opc_manager_subscribed.init_collector = MagicMock()
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opc_manager_subscribed.non_receive_count = 14
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opc_manager_subscribed.collect_period = 1000
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opc_manager_subscribed.period = 500
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opc_manager_subscribed.nodes = tags
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opc_manager_subscribed.check_opc_listenning(handler)
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handler.assert_any_call(
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f'15 cycles without receive from OPC TestConnector. Tags: {json.dumps(tags)}',
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'OPC_LISTENNING_STOPPED__TestConnector',
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NotificationLevel.ERROR
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)
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handler.assert_any_call(
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'Retrying to connect to server TestConnector',
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'OPC_CONNECTION_RETRY__TestConnector',
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NotificationLevel.ERROR
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)
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opc_manager_subscribed.init_collector.assert_called_once_with(
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tags, 1000, 500)
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73
tests/managers/test_resource_manager.py
Normal file
73
tests/managers/test_resource_manager.py
Normal file
@@ -0,0 +1,73 @@
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from unittest.mock import MagicMock, patch
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from pytest import fixture
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from ingestor.managers.resource_manager import ResourceManager
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@fixture
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@patch('ingestor.managers.resource_manager.Redis')
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def resource_manager(redis):
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return ResourceManager(
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'localhost', 6379, 10, 10, 'pod_id'
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)
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def test_get_success(resource_manager):
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resource_manager.redis.get.return_value = '{"key": "value"}'
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result = resource_manager.get('key')
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assert result == {"key": "value"}
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resource_manager.redis.get.assert_called_once_with('key')
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def test_get_failure(resource_manager):
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resource_manager.redis.get.return_value = None
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result = resource_manager.get('key')
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assert result is None
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resource_manager.redis.get.assert_called_once_with('key')
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def test_get_tag_slot(resource_manager):
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resource_manager.get = MagicMock(return_value={"tag": "slot"})
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result = resource_manager.get_tag_slot('id')
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assert result == {"tag": "slot"}
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resource_manager.get.assert_called_once_with('slot:opc_tags:id')
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def test_ingestor_heartbeat(resource_manager):
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resource_manager.redis.set.return_value = True
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resource_manager.ingestor_heartbeat()
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resource_manager.redis.set.assert_called_once_with(
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'heartbeat:ingestor:pod_id', 1, ex=10
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)
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def test_lease_tag(resource_manager):
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resource_manager.redis.set.return_value = True
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resource_manager.lease_tag('tag_id')
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resource_manager.redis.set.assert_called_once_with(
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'lease:opc_tags:tag_id', 'pod_id', nx=True, ex=10
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)
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def test_renew_tag_lease_success(resource_manager):
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resource_manager.redis.get.return_value = 'pod_id'
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resource_manager.redis.expire.return_value = True
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result = resource_manager.renew_tag_lease('tag_id')
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assert result is True
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resource_manager.redis.get.assert_called_once_with(
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'lease:opc_tags:tag_id'
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)
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resource_manager.redis.expire.assert_called_once_with(
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'lease:opc_tags:tag_id', 10
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)
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def test_renew_tag_lease_failure(resource_manager):
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resource_manager.redis.get.return_value = 'other_pod_id'
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resource_manager.redis.expire.return_value = False
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result = resource_manager.renew_tag_lease('tag_id')
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assert result is False
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resource_manager.redis.get.assert_called_once_with(
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'lease:opc_tags:tag_id'
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)
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resource_manager.redis.expire.assert_not_called()
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