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:
vitor-aignosi
2025-04-15 17:00:04 -03:00
parent 7e58d9b6fa
commit 988ee65fbf
13 changed files with 929 additions and 0 deletions

View File

@@ -0,0 +1,68 @@
from unittest.mock import MagicMock, patch
from pytest import fixture
from ingestor.managers.data_manager import DataManager
@fixture
@patch("ingestor.managers.data_manager.KafkaProducer")
def data_manager(kafka):
return DataManager(
kafka_servers="localhost:9092",
logger=MagicMock()
)
def test___del__(data_manager):
flush_mock = MagicMock()
close_mock = MagicMock()
data_manager.kafka_producer.flush = flush_mock
data_manager.kafka_producer.close = close_mock
data_manager.__del__()
flush_mock.assert_called_once()
close_mock.assert_called_once()
def test_delivery_report(data_manager):
msg = MagicMock()
msg.topic = "test_topic"
msg.partition = 0
msg.offset = 1
data_manager.delivery_report(msg)
data_manager.logger.info.assert_called_once_with(
f"Record successfully produced to {msg.topic} [{msg.partition}] at offset {msg.offset}"
)
def test_delivery_error(data_manager):
err = "Test error"
data_manager.delivery_error(err)
data_manager.logger.error.assert_called_once_with(
f"Delivery failed for record : {err}"
)
def test_publish(data_manager):
topic = "test_topic"
data = {"key": "value"}
# Mock the send method of the Kafka producer
send_mock = MagicMock()
data_manager.kafka_producer.send = send_mock
# Call the publish method
data_manager.publish(topic, data)
# Check if the send method was called with the correct arguments
send_mock.assert_called_once_with(
topic=topic, value=data
)
send_mock.return_value.add_callback.assert_called_once()
data_manager.kafka_producer.flush.assert_called_once()

View File

@@ -0,0 +1,316 @@
import json
from unittest.mock import MagicMock, patch
from pytest import fixture
from asyncua.crypto.security_policies import SecurityPolicyBasic256
from ingestor.managers.opc_manager import OpcManager
from sientia_do.notifications.models import NotificationLevel
tags = {
'ns=3;i=1001': {
'aggregation_function': 'LTS',
'frequency': 1000,
'max_value': 100,
'min_value': 0,
'tag_name': 'Counter'
},
'ns=3;i=1003': {
'aggregation_function': 'AVG',
'frequency': 1000,
'max_value': 100,
'min_value': 0,
'tag_name': 'Random'
},
'ns=3;i=1004': {
'aggregation_function': 'MDN',
'frequency': 1000,
'max_value': 100,
'min_value': 0,
'tag_name': 'Sawtooth'
}
}
@fixture
def raw_opc_manager():
return OpcManager(
'TestConnector', 'opc.tcp://localhost:4840', MagicMock(),
MagicMock(), 'opc.tcp://localhost:4840'
)
@fixture
def opc_manager(raw_opc_manager):
raw_opc_manager.client = MagicMock()
raw_opc_manager.cert_path = 'cert.pem'
raw_opc_manager.private_key_path = 'private_key.pem'
raw_opc_manager.server_cert_path = 'server_cert.pem'
return raw_opc_manager
@fixture
def opc_manager_subscribed(opc_manager):
opc_manager.subscription = MagicMock()
return opc_manager
def test_set_security_success(opc_manager):
opc_manager.set_security()
assert opc_manager.client.application_uri == opc_manager.server_uri
opc_manager.client.set_security.assert_called_once_with(
SecurityPolicyBasic256,
certificate=opc_manager.cert_path,
private_key=opc_manager.private_key_path,
server_certificate=opc_manager.server_cert_path
)
assert opc_manager.client.secure_channel_timeout == 10000000
assert opc_manager.client.session_timeout == 10000000
def test_set_security_no_cert(opc_manager):
opc_manager.cert_path = None
opc_manager.private_key_path = None
try:
opc_manager.set_security()
except ValueError as e:
assert str(
e) == "Certificate and private key paths must be provided for secure connection."
else:
assert False, "ValueError not raised"
assert opc_manager.client.set_security.call_count == 0
@patch('ingestor.managers.opc_manager.Client')
def test_connect_no_security(client, raw_opc_manager):
raw_opc_manager.set_security = MagicMock()
raw_opc_manager.connect()
client.assert_called_once_with(raw_opc_manager.url)
raw_opc_manager.client.connect.assert_called_once()
raw_opc_manager.set_security.assert_not_called()
@patch('ingestor.managers.opc_manager.Client')
def test_connect_with_security(client, raw_opc_manager):
raw_opc_manager.cert_path = 'cert.pem'
raw_opc_manager.private_key_path = 'private_key.pem'
raw_opc_manager.server_cert_path = 'server_cert.pem'
raw_opc_manager.set_security = MagicMock()
raw_opc_manager.connect()
client.assert_called_once_with(raw_opc_manager.url)
raw_opc_manager.client.connect.assert_called_once()
raw_opc_manager.set_security.assert_called_once()
def test_create_subscription_no_client(raw_opc_manager):
try:
raw_opc_manager.create_subscription()
except ValueError as e:
assert str(e) == "Client not connected. Call connect first."
else:
assert False, "ValueError not raised"
def test_create_subscription_success_has_period(opc_manager):
opc_manager.create_subscription(1000)
assert opc_manager.period == 1000
opc_manager.client.create_subscription.assert_called_once_with(
1000, opc_manager)
assert opc_manager.subscription is not None
def test_create_subscription_success_no_period(opc_manager):
opc_manager.create_subscription(None)
assert opc_manager.period == 500
opc_manager.client.create_subscription.assert_called_once_with(
500, opc_manager)
assert opc_manager.subscription is not None
def test_subscribe_no_subscription(opc_manager):
try:
opc_manager.subscribe(tags, 1000)
except ValueError as e:
assert str(
e) == "Subscription not created. Call create_subscription first."
else:
assert False, "ValueError not raised"
def test_subscribe_success(opc_manager_subscribed):
opc_manager_subscribed.nodes = {
'ns=3;i=1001': 'data'
}
opc_manager_subscribed.subscribe(tags, 1000)
assert opc_manager_subscribed.nodes == tags
assert opc_manager_subscribed.addr_nodes == [
opc_manager_subscribed.client.get_node(n) for n in tags if n != 'ns=3;i=1001']
def test_disconnect_success(opc_manager_subscribed):
opc_manager_subscribed.client = MagicMock()
opc_manager_subscribed.subscription = MagicMock()
opc_manager_subscribed.disconnect()
opc_manager_subscribed.subscription.delete.assert_called_once()
opc_manager_subscribed.client.disconnect.assert_called_once()
def test_disconnect_error(opc_manager_subscribed):
opc_manager_subscribed.client = MagicMock()
opc_manager_subscribed.subscription = MagicMock(
delete=MagicMock(side_effect=Exception("Test error"))
)
opc_manager_subscribed.disconnect()
opc_manager_subscribed.subscription.delete.assert_called_once()
opc_manager_subscribed.client.disconnect.assert_not_called()
opc_manager_subscribed.logger.error.assert_called_once_with(
"Failed to clean up subscription: Test error")
def test_init_collector(opc_manager_subscribed):
opc_manager_subscribed.connect = MagicMock()
opc_manager_subscribed.create_subscription = MagicMock()
opc_manager_subscribed.subscribe = MagicMock()
opc_manager_subscribed.init_collector(tags, 1000, 500)
opc_manager_subscribed.connect.assert_called_once()
opc_manager_subscribed.create_subscription.assert_called_once_with(500)
opc_manager_subscribed.subscribe.assert_called_once_with(tags, 1000)
def test_datachange_notification(opc_manager_subscribed):
data = MagicMock(
monitored_item=MagicMock(
Value=MagicMock(
Value=MagicMock(Value=42),
SourceTimestamp='2021-01-01T00:00:00'
)))
opc_manager_subscribed.nodes = {
'ns=3;i=1001': {
'tag_name': 'Counter',
'cycle_rule': {
'cycle_increment': 1.0,
'cycle_count': 2
},
'topics': ['topic1', 'topic2']
}
}
opc_manager_subscribed.datachange_notification(
'ns=3;i=1001', None, data)
opc_manager_subscribed.data_manager.publish.assert_any_call(
'topic1', {
'tag': 'ns=3;i=1001',
'name': 'Counter',
'timestamp': '2021-01-01T00:00:00',
'value': 42
})
opc_manager_subscribed.data_manager.publish.assert_any_call(
'topic2', {
'tag': 'ns=3;i=1001',
'name': 'Counter',
'timestamp': '2021-01-01T00:00:00',
'value': 42
})
assert opc_manager_subscribed.nodes['ns=3;i=1001']['cycle_rule']['cycle_count'] == 0
def test_check_cycles(opc_manager_subscribed):
handler = MagicMock()
opc_manager_subscribed.nodes = tags
opc_manager_subscribed.nodes['ns=3;i=1001']['cycle_rule'] = {
'cycle_increment': 1.0,
'cycle_count': 0
}
opc_manager_subscribed.check_cycles(
{}, 'ns=3;i=1001', tags['ns=3;i=1001'], handler)
assert opc_manager_subscribed.nodes['ns=3;i=1001']['cycle_rule']['cycle_count'] == 1
opc_manager_subscribed.nodes['ns=3;i=1001']['cycle_rule']['cycle_count'] = 0
opc_manager_subscribed.check_cycles({'ns=3;i=1001': {}},
'ns=3;i=1001', tags['ns=3;i=1001'], handler)
assert opc_manager_subscribed.nodes['ns=3;i=1001']['cycle_rule']['cycle_count'] == 0
opc_manager_subscribed.nodes['ns=3;i=1001']['cycle_rule']['cycle_count'] = 4
opc_manager_subscribed.check_cycles(
{}, 'ns=3;i=1001', tags['ns=3;i=1001'], handler)
assert opc_manager_subscribed.nodes['ns=3;i=1001']['cycle_rule']['cycle_count'] == 5
handler.assert_called_once_with('5.0 cycles without receive from ns=3;i=1001:Counter',
'TAG_ns=3;i=1001:Counter_LISTENNING_STOPPED', NotificationLevel.WARNING)
def test_check_opc_listenning_5_cycles(opc_manager_subscribed):
handler = MagicMock()
opc_manager_subscribed.nodes = tags
opc_manager_subscribed.non_receive_count = 4
opc_manager_subscribed.check_opc_listenning(handler)
handler.assert_called_once_with(
f'5 cycles without receive from OPC TestConnector. Tags: {json.dumps(tags)}',
'OPC_LISTENNING_STOPPED__TestConnector',
NotificationLevel.ERROR
)
def test_check_opc_listenning_no_cycles(opc_manager_subscribed):
handler = MagicMock()
opc_manager_subscribed.non_receive_count = 0
opc_manager_subscribed.check_opc_listenning(handler)
handler.assert_not_called()
def test_check_opc_listenning_no_handler(opc_manager_subscribed):
opc_manager_subscribed.non_receive_count = 5
opc_manager_subscribed.check_opc_listenning(None)
assert opc_manager_subscribed.non_receive_count == 6
def test_check_opc_listenning_15_cycles(opc_manager_subscribed):
handler = MagicMock()
opc_manager_subscribed.init_collector = MagicMock()
opc_manager_subscribed.non_receive_count = 14
opc_manager_subscribed.collect_period = 1000
opc_manager_subscribed.period = 500
opc_manager_subscribed.nodes = tags
opc_manager_subscribed.check_opc_listenning(handler)
handler.assert_any_call(
f'15 cycles without receive from OPC TestConnector. Tags: {json.dumps(tags)}',
'OPC_LISTENNING_STOPPED__TestConnector',
NotificationLevel.ERROR
)
handler.assert_any_call(
'Retrying to connect to server TestConnector',
'OPC_CONNECTION_RETRY__TestConnector',
NotificationLevel.ERROR
)
opc_manager_subscribed.init_collector.assert_called_once_with(
tags, 1000, 500)

View File

@@ -0,0 +1,73 @@
from unittest.mock import MagicMock, patch
from pytest import fixture
from ingestor.managers.resource_manager import ResourceManager
@fixture
@patch('ingestor.managers.resource_manager.Redis')
def resource_manager(redis):
return ResourceManager(
'localhost', 6379, 10, 10, 'pod_id'
)
def test_get_success(resource_manager):
resource_manager.redis.get.return_value = '{"key": "value"}'
result = resource_manager.get('key')
assert result == {"key": "value"}
resource_manager.redis.get.assert_called_once_with('key')
def test_get_failure(resource_manager):
resource_manager.redis.get.return_value = None
result = resource_manager.get('key')
assert result is None
resource_manager.redis.get.assert_called_once_with('key')
def test_get_tag_slot(resource_manager):
resource_manager.get = MagicMock(return_value={"tag": "slot"})
result = resource_manager.get_tag_slot('id')
assert result == {"tag": "slot"}
resource_manager.get.assert_called_once_with('slot:opc_tags:id')
def test_ingestor_heartbeat(resource_manager):
resource_manager.redis.set.return_value = True
resource_manager.ingestor_heartbeat()
resource_manager.redis.set.assert_called_once_with(
'heartbeat:ingestor:pod_id', 1, ex=10
)
def test_lease_tag(resource_manager):
resource_manager.redis.set.return_value = True
resource_manager.lease_tag('tag_id')
resource_manager.redis.set.assert_called_once_with(
'lease:opc_tags:tag_id', 'pod_id', nx=True, ex=10
)
def test_renew_tag_lease_success(resource_manager):
resource_manager.redis.get.return_value = 'pod_id'
resource_manager.redis.expire.return_value = True
result = resource_manager.renew_tag_lease('tag_id')
assert result is True
resource_manager.redis.get.assert_called_once_with(
'lease:opc_tags:tag_id'
)
resource_manager.redis.expire.assert_called_once_with(
'lease:opc_tags:tag_id', 10
)
def test_renew_tag_lease_failure(resource_manager):
resource_manager.redis.get.return_value = 'other_pod_id'
resource_manager.redis.expire.return_value = False
result = resource_manager.renew_tag_lease('tag_id')
assert result is False
resource_manager.redis.get.assert_called_once_with(
'lease:opc_tags:tag_id'
)
resource_manager.redis.expire.assert_not_called()