SIENTIAPDE-988
Add temporary functiontal tests, that must be removed soon. Refactor tests: Remove outdated resource manager tests and add functional tests with Docker and Kafka integration - Deleted existing unit tests for ResourceManager. - Introduced new functional tests for single node operations with Redis and Kafka. - Added Docker Compose setup for test environment. - Implemented fixtures for Redis and Kafka consumers. - Created comprehensive tests for data publishing and slot management. - Added unit tests for DataManager and IngestorManager with mocked dependencies. - Included tests for OpcManager covering connection, subscription, and data change notifications.
This commit is contained in:
20
Dockerfile
20
Dockerfile
@@ -1,16 +1,30 @@
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# syntax=docker/dockerfile:1.4
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from python:3.11-slim
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RUN apt-get update && apt-get install -y git openssh-client && rm -rf /var/lib/apt/lists/*
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# Set the working directory
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WORKDIR /app
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# Copy the requirements file into the container
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COPY requirements.txt .
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COPY __init__.py .
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# Copy code into the container
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COPY ./ingestor .
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COPY ./ingestor ./ingestor
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# Install the required packages
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RUN pip install --no-cache-dir -r requirements.txt
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# Add github to known hosts
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# This is needed for SSH to work
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# The SSH key will NOT remain in the image
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# IMPORTANT: this block requires BuildKit
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# and the --ssh flag during docker build
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RUN --mount=type=ssh \
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mkdir -p ~/.ssh && \
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ssh-keyscan github.com >> ~/.ssh/known_hosts && \
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pip install --no-cache-dir -r requirements.txt
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# Run the application
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CMD ["python", "ingestor.py"]
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CMD ["python", "-m", "ingestor.ingestor"]
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@@ -1,6 +1,21 @@
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version: '3.8'
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services:
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ingestor:
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restart: always
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build:
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context: .
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environment:
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HOSTNAME: ingestor
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container_name: ingestor
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depends_on:
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- kafka
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- redis
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networks:
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- kafka-net
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env_file:
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- .env
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zookeeper:
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image: confluentinc/cp-zookeeper:latest
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container_name: zookeeper
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@@ -20,7 +35,7 @@ services:
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environment:
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KAFKA_BROKER_ID: 1
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KAFKA_ZOOKEEPER_CONNECT: zookeeper:2181
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KAFKA_ADVERTISED_LISTENERS: PLAINTEXT://kafka:29092,PLAINTEXT_HOST://localhost:9092
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KAFKA_ADVERTISED_LISTENERS: PLAINTEXT://kafka:29092,PLAINTEXT_HOST://localhost:9092,
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KAFKA_LISTENER_SECURITY_PROTOCOL_MAP: PLAINTEXT:PLAINTEXT,PLAINTEXT_HOST:PLAINTEXT
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KAFKA_INTER_BROKER_LISTENER_NAME: PLAINTEXT
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KAFKA_OFFSETS_TOPIC_REPLICATION_FACTOR: 1
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@@ -9,12 +9,13 @@ def main():
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kafka_servers = getenv("KAFKA_SERVERS", "localhost:9092")
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redis_host = getenv("REDIS_HOST", "localhost")
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redis_port = int(getenv("REDIS_PORT", 6379))
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lease_ttl = int(getenv("LEASE_TTL", 20))
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heartbeat_ttl = int(getenv("HEARTBEAT_TTL", 10))
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lease_ttl = int(getenv("LEASE_TTL", 10))
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heartbeat_ttl = int(getenv("HEARTBEAT_TTL", 20))
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pod_id = getenv("HOSTNAME", "localhost")
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number_of_ingestors = int(getenv("REPLICA_COUNT", 1))
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poll_interval = int(getenv("POLL_INTERVAL", 5))
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kafka_servers = kafka_servers.split(",")
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logger = getLogger(__name__)
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logger.setLevel(getenv("LOG_LEVEL", "INFO"))
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handler = StreamHandler()
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@@ -27,9 +28,12 @@ def main():
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ingestor_manager = IngestorManager(
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kafka_servers, redis_host, redis_port,
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lease_ttl, heartbeat_ttl, pod_id,
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number_of_ingestors, poll_interval, logger
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poll_interval, logger
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)
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# Declare ingestor ative
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ingestor_manager.declare_active()
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# Get slot lease
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acquired = ingestor_manager.get_slot_leases()
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logger.info(f"Acquired slots: {acquired}")
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@@ -38,18 +42,33 @@ def main():
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logger.warning("No slots available")
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else:
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# Declare ingestor ative
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ingestor_manager.declare_active()
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# Subscribe to acquired slots
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ingestor_manager.update_opc_servers()
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ingestor_manager.subscribe_to_tags(acquired)
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while True:
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# Declare ingestor as active
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ingestor_manager.declare_active()
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logger.info("Polling for slot updates...")
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# Get active ingestors
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ingestors = ingestor_manager.get_active_ingestors()
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number_of_slots = ingestor_manager.get_number_of_slots()
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ingestor_diff = number_of_ingestors - len(ingestors)
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if not ingestor_manager.managed_tags and number_of_slots > 0:
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# This ingestor is active and has no slots, so we need to try to
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# acquire a slot lease
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logger.info("No slots acquired, trying to acquire a slot lease")
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acquired = ingestor_manager.get_slot_leases(1)
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if not acquired:
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logger.info("No slots acquired")
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else:
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# Subscribe to acquired slots
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ingestor_manager.update_opc_servers()
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ingestor_manager.subscribe_to_tags(acquired)
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ingestor_diff = number_of_slots - len(ingestors)
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slot_diff = len(ingestor_manager.managed_tags) - 1
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if ingestor_diff > 0:
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@@ -74,16 +93,19 @@ def main():
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ingestor_manager.drop_slot_leases(overleases)
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# Update opc servers
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ingestor_manager.update_slot_config()
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logger.info(
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f"Active ingestors: {ingestors}, "
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f"Number of slots: {number_of_slots}, "
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f"Managed tags: {ingestor_manager.managed_tags}"
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f"Managed servers: {ingestor_manager.opc_managers}"
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)
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if not ingestor_manager.managed_tags:
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logger.info("No managed tags found")
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sleep(poll_interval)
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continue
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# No slots acquired
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logger.info("No slots acquired in this loop")
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# Declare ingestor as active
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ingestor_manager.declare_active()
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# Update opc servers
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ingestor_manager.update_slot_config()
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# Sleep for poll interval
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sleep(poll_interval)
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@@ -1,27 +1,47 @@
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import json
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from logging import Logger
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from time import sleep
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from kafka import KafkaProducer
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from kafka.errors import NoBrokersAvailable
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class DataManager():
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def __init__(self, kafka_servers: str, logger: Logger) -> None:
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self.kafka_producer = KafkaProducer(
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bootstrap_servers=kafka_servers,
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value_serializer=lambda v: json.dumps(v).encode(
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'utf-8'), # Serialize JSON messages
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key_serializer=lambda k: str(k).encode('utf-8') if k else None,
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)
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for i in range(0, 3):
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logger.info(
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f"Trying ({i}) to initializing DataManager with Kafka servers: {kafka_servers}")
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try:
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self.kafka_producer = KafkaProducer(
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bootstrap_servers=kafka_servers,
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value_serializer=lambda v: json.dumps(v).encode(
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'utf-8'), # Serialize JSON messages
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key_serializer=lambda k: str(
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k).encode('utf-8') if k else None,
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)
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break
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except NoBrokersAvailable:
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logger.error(
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f"Kafka servers {kafka_servers} are not available. Retrying...")
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sleep(5)
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else:
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logger.error(
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f"Failed to connect to Kafka servers {kafka_servers} after 3 attempts.")
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raise NoBrokersAvailable(
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f"Failed to connect to Kafka servers {kafka_servers} after 3 attempts.")
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logger.info(
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f"DataManager initialized with Kafka servers: {kafka_servers}")
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self.logger = logger
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def __del__(self):
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"""Destructor to close the producer connection."""
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self.logger.info("Closing Kafka producer...")
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print("Closing Kafka producer...")
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self.kafka_producer.flush()
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self.kafka_producer.close()
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def delivery_report(self, msg: str):
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"""Callback for delivery reports from Kafka."""
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self.logger.info(
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self.logger.debug(
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f"Record successfully produced to {msg.topic} [{msg.partition}] at offset {msg.offset}")
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def delivery_error(self, err: str):
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@@ -45,7 +65,7 @@ class DataManager():
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try:
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self.logger.info(
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self.logger.debug(
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f"Publishing message to topic {topic}: {data}")
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self.kafka_producer.send(
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topic=topic, value=data).add_callback(
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@@ -11,7 +11,6 @@ class IngestorManager():
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def __init__(self,
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kafka_servers: str, redis_host: str, redis_port: int,
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lease_ttl: int, heartbeat_ttl: int, pod_id: str,
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number_of_ingestors: int,
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poll_interval: int, logger: Logger):
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self.data_manager = DataManager(kafka_servers, logger)
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@@ -19,7 +18,7 @@ class IngestorManager():
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self.resource_manager = ResourceManager(
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redis_host, redis_port, lease_ttl, heartbeat_ttl, pod_id
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)
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self.number_of_ingestors = number_of_ingestors
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self.number_of_slots = 0
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self.poll_interval = poll_interval
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self.logger = logger
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self.managed_tags = {}
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@@ -98,9 +97,14 @@ class IngestorManager():
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ingestors = self.resource_manager.get_all_ingestors()
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return ingestors if ingestors else []
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def get_number_of_slots(self) -> int:
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slots = self.resource_manager.get_all_slots()
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self.number_of_slots = len(slots) if slots else 0
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return self.number_of_slots
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def get_slot_leases(self, max_slots: int = 1) -> Dict:
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acquired = {}
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for i in range(1, self.number_of_ingestors + 1):
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for i in range(1, self.number_of_slots + 1):
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if self.resource_manager.lease_tag(str(i)):
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self.logger.info(f"Leased slot {i}")
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slots = self.resource_manager.get_tag_slot(str(i))
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@@ -27,6 +27,10 @@ class OpcManager():
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self.subscriptions = {}
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self.data_manager = data_manager
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def __str__(self):
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return f"OpcManager(name={self.name}, url={self.url}, server_uri={self.server_uri})\n" \
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f"nodes={self.nodes}, subscriptions={self.subscriptions}"
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def initialize_from_config(self, server_config: dict, data_manager: DataManager, logger: Logger):
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"""
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Initializes the OpcManager instance using a server configuration dictionary.
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@@ -106,3 +106,14 @@ class ResourceManager:
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"""
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return self.redis.keys("heartbeat:ingestor:*")
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def get_all_slots(self) -> List[str]:
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"""
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Retrieves the number of slots available in Redis.
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This method counts the number of keys in Redis that match the pattern for OPC tag leases
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and returns the count.
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Returns:
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int: The number of slots available.
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"""
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return self.redis.keys("slot:opc_tags:*")
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@@ -1,3 +1,3 @@
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asyncua==1.1.5
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redis
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git+https://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@github.com/Aignosi/sientia-dataops-library.git
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git+ssh://git@github.com/Aignosi/sientia-dataops-library.git
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@@ -3,8 +3,8 @@ import json
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import os
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# Redis connection settings
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redis_host = os.getenv("REDIS_HOST", "localhost")
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redis_port = int(os.getenv("REDIS_PORT", 6379))
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redis_host = "localhost"
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redis_port = 6379
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# Connect to Redis
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r = redis.Redis(host=redis_host, port=redis_port, decode_responses=True)
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@@ -24,7 +24,7 @@ new_data = {
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"slot:opc_tags:1": {
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"server1": {
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"name": "server1",
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"url": "opc.tcp://localhost:4840",
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"url": "opc.tcp://simulator:4840",
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"server_uri": "http://opcua-server.simulator",
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"tags": {
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'ns=2;i=2': {
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@@ -44,6 +44,30 @@ new_data = {
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},
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}
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}
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},
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"slot:opc_tags:2": {
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"server2": {
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"name": "server2",
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"url": "opc.tcp://simulator:4840",
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"server_uri": "http://opcua-server.simulator",
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"tags": {
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'ns=2;i=2': {
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'tag_name': 'Counter',
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'frequency': 1000,
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'topics': ['opcua2', 'counter'],
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},
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'ns=2;i=3': {
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'tag_name': 'Rollout',
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'frequency': 1000,
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"topics": ['opcua2', 'rollout'],
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},
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'ns=2;i=4': {
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'tag_name': 'Square',
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'frequency': 1000,
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"topics": ['opcua2'],
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},
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}
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}
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}
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}
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0
tests/__init__.py
Normal file
0
tests/__init__.py
Normal file
0
tests/functional/__init__.py
Normal file
0
tests/functional/__init__.py
Normal file
47
tests/functional/conftest.py
Normal file
47
tests/functional/conftest.py
Normal file
@@ -0,0 +1,47 @@
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import subprocess
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from time import sleep
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from typing import Generator
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import uuid
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from kafka import KafkaConsumer
|
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import pytest
|
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from redis import Redis
|
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|
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@pytest.fixture(scope="session", autouse=True)
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def docker_compose():
|
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"""Sobe os containers antes dos testes e derruba depois."""
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print("\n🚀 Subindo Docker Compose...")
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subprocess.run(["docker", "compose", "up", "-d"], check=True)
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print("⏳ Aguardando containers ficarem prontos...")
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sleep(15) # ajuste conforme necessário
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yield # os testes rodam aqui
|
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print("\n🧹 Derrubando Docker Compose...")
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subprocess.run(["docker", "compose", "down"], check=True)
|
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@pytest.fixture()
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def redis_client():
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redis = Redis(host="localhost", port=6379, decode_responses=True)
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redis.flushdb()
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yield redis
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# Limpa o banco de dados após os testes
|
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redis.flushdb()
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redis.close()
|
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|
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def kafka_searcher(topic) -> Generator[KafkaConsumer, None, None]:
|
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consumer = KafkaConsumer(
|
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topic,
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bootstrap_servers="localhost:9092",
|
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group_id=f"test-group-{uuid.uuid4()}",
|
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auto_offset_reset="earliest", # Começa a consumir apenas mensagens novas
|
||||
enable_auto_commit=True,
|
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)
|
||||
|
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yield consumer
|
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consumer.close()
|
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118
tests/functional/test_single_node.py
Normal file
118
tests/functional/test_single_node.py
Normal file
@@ -0,0 +1,118 @@
|
||||
import json
|
||||
import subprocess
|
||||
from time import sleep
|
||||
|
||||
from tests.functional.conftest import kafka_searcher
|
||||
|
||||
|
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new_data = {
|
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"slot:opc_tags:1": {
|
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"server1": {
|
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"name": "server1",
|
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"url": "opc.tcp://simulator:4840",
|
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"server_uri": "http://opcua-server.simulator",
|
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"tags": {
|
||||
'ns=2;i=2': {
|
||||
'tag_name': 'Counter',
|
||||
'frequency': 1000,
|
||||
'topics': [],
|
||||
},
|
||||
'ns=2;i=3': {
|
||||
'tag_name': 'Rollout',
|
||||
'frequency': 1000,
|
||||
"topics": [],
|
||||
},
|
||||
'ns=2;i=4': {
|
||||
'tag_name': 'Square',
|
||||
'frequency': 1000,
|
||||
"topics": [],
|
||||
},
|
||||
}
|
||||
}
|
||||
},
|
||||
"slot:opc_tags:2": {
|
||||
"server2": {
|
||||
"name": "server2",
|
||||
"url": "opc.tcp://simulator:4840",
|
||||
"server_uri": "http://opcua-server.simulator",
|
||||
"tags": {
|
||||
'ns=2;i=2': {
|
||||
'tag_name': 'Counter',
|
||||
'frequency': 1000,
|
||||
'topics': [],
|
||||
},
|
||||
'ns=2;i=3': {
|
||||
'tag_name': 'Rollout',
|
||||
'frequency': 1000,
|
||||
"topics": [],
|
||||
},
|
||||
'ns=2;i=4': {
|
||||
'tag_name': 'Square',
|
||||
'frequency': 1000,
|
||||
"topics": [],
|
||||
},
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
def test_simple(redis_client):
|
||||
new_data['slot:opc_tags:1']['server1']['tags']['ns=2;i=2']['topics'] = [
|
||||
'test_topic_1']
|
||||
redis_client.set("slot:opc_tags:1",
|
||||
json.dumps(new_data['slot:opc_tags:1']))
|
||||
|
||||
sleep(20) # Espera o Ingestor processar os dados
|
||||
|
||||
# Check if lease is in Redis
|
||||
assert redis_client.get("lease:opc_tags:1") == 'ingestor'
|
||||
assert redis_client.get("heartbeat:ingestor:ingestor") == '1'
|
||||
|
||||
# Check if data is in Kafka
|
||||
|
||||
kafka = next(kafka_searcher('test_topic_1'))
|
||||
sleep(1)
|
||||
messages = kafka.poll(timeout_ms=10000)
|
||||
|
||||
assert messages, "Expected messages in Kafka, but got none."
|
||||
|
||||
|
||||
def test_simple_double_slot(redis_client):
|
||||
|
||||
new_data['slot:opc_tags:1']['server1']['tags']['ns=2;i=2']['topics'] = [
|
||||
'test_topic_double_slot1']
|
||||
redis_client.set("slot:opc_tags:1",
|
||||
json.dumps(new_data['slot:opc_tags:1']))
|
||||
|
||||
sleep(20) # Espera o Ingestor processar os dados
|
||||
|
||||
assert redis_client.get("lease:opc_tags:1") == 'ingestor'
|
||||
assert redis_client.get("heartbeat:ingestor:ingestor") == '1'
|
||||
|
||||
# Check if data is in Kafka
|
||||
kafka1 = next(kafka_searcher('test_topic_double_slot1'))
|
||||
messages = kafka1.poll(timeout_ms=10000)
|
||||
|
||||
assert messages, "Expected messages in test_topic_double_slot1, but got none."
|
||||
|
||||
new_data['slot:opc_tags:2']['server2']['tags']['ns=2;i=2']['topics'] = [
|
||||
'test_topic_double_slot2']
|
||||
redis_client.set("slot:opc_tags:2",
|
||||
json.dumps(new_data['slot:opc_tags:2']))
|
||||
|
||||
sleep(20) # Espera o Ingestor processar os dados
|
||||
|
||||
# Check if lease is in Redis
|
||||
assert redis_client.get("lease:opc_tags:2") == 'ingestor'
|
||||
assert redis_client.get("lease:opc_tags:1") == 'ingestor'
|
||||
assert redis_client.get("heartbeat:ingestor:ingestor") == '1'
|
||||
|
||||
# Check if data is in Kafka
|
||||
kafka2 = next(kafka_searcher('test_topic_double_slot2'))
|
||||
messages = kafka2.poll(timeout_ms=10000)
|
||||
|
||||
assert messages, "Expected messages in test_topic_double_slot2, but got none."
|
||||
|
||||
messages = kafka1.poll(timeout_ms=10000)
|
||||
assert messages, "Expected messages in test_topic_double_slot1, but got none."
|
||||
Reference in New Issue
Block a user