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SDK of Diaspora Event Fabric: Resilience-enabling services for science from HPC to edge

Project description

Diaspora Event Fabric: Resilience-enabling services for science from HPC to edge

Installation Instructions

Recommended Installation with Kafka Client Library: kafka-python

If you plan to utilize the KafkaAdmin, KafkaProducer, and KafkaConsumer classes in the SDK, which are extensions of the respective classes from the kafka-python library, we recommend installing the SDK with kafka-python support. This is especially convenient for tutorial purposes and integrating Kafka functionalities in your projects with out-of-box configurations.

To install Diaspora Event SDK with kafka-python, run:

pip install diaspora-event-sdk[kafka-python]

Installation Without Kafka Client Library

For scenarios where kafka-python is not required or if you are using other client libraries to communicate with Kafka, you can install the SDK without this dependency.

To install the SDK without Kafka support, simply run:

pip install diaspora-event-sdk

Note that this option does not install the necessary dependency for KafkaAdmin, KafkaProducer, and KafkaConsumer below to work.

Use Diaspora Event SDK

Use SDK to communicate with Kafka (kafka-python Required)

Register Topic (create topic ACLs)

Before you can create, describe, and delete topics we need to set the appropriate ACLs in ZooKeeper. Here we use the Client to register ACLs for the desired topic name.

from diaspora_event_sdk import Client as GlobusClient
c = GlobusClient()
topic = "topic-" + c.subject_openid[-12:]
print(c.register_topic(topic))
print(c.list_topics())

Create Topic

Now use the KafkaAdmin to create the topic.

from diaspora_event_sdk import KafkaAdmin, NewTopic 
admin = KafkaAdmin()
print(admin.create_topics(new_topics=[
      NewTopic(name=topic, num_partitions=1, replication_factor=1)]))

Start Producer

Once the topic is created we can publish to it. The KafkaProducer wraps the Python KafkaProducer Event publication can be either synchronous or asynchronous. Below demonstrates the synchronous approach.

from diaspora_event_sdk import KafkaProducer
producer = KafkaProducer()
future = producer.send(
    topic, {'message': 'Synchronous message from Diaspora SDK'})
result = future.get(timeout=10)
print(result)

Start Consumer

A consumer can be configured to monitor the topic and act on events as they are published. The KafkaConsumer wraps the Python KafkaConsumer. Here we use the auto_offset_reset to consume from the first event published to the topic. Removing this field will have the consumer act only on new events.

from diaspora_event_sdk import KafkaConsumer
consumer = KafkaConsumer(topic, auto_offset_reset='earliest')
for msg in consumer:
    print(msg)

Delete Topic

from diaspora_event_sdk import KafkaAdmin
admin = KafkaAdmin()
res = admin.delete_topics(topics=[topic])
print(res)

Unregister Topic (remove topic ACLs)

from diaspora_event_sdk import Client as GlobusClient
c = GlobusClient()
topic = "topic-" + c.subject_openid[-12:]
print(c.unregister_topic(topic))
print(c.list_topics())

Communicating with Kafka Using Your Preferred Client Library

Register and Unregister Topic

The steps are the same as above by using the register_topic, unregister_topic, and list_topics methods from the Client class.

Cluster Connection Details

Configuration Value
Bootstrap Servers MSK_SCRAM_ENDPOINT
Security Protocol SASL_SSL
Sasl Mechanism SCRAM-SHA-512
Api Version 3.5.1
Username (See instructions below)
Password (See instructions below)

Execute the code snippet below to obtain your unique username and password for the Kafka cluster:

from diaspora_event_sdk import Client as GlobusClient
c = GlobusClient()
print(c.retrieve_key())

Advanced Usage

Password Refresh

In case that you need to invalidate all previously issued passwords and generate a new one, call the create_key method from the Client class

from diaspora_event_sdk import Client as GlobusClient
c = GlobusClient()
print(c.create_key())

Subsequent calls to retrieve_key will return the new password from the cache. This cache is reset with a logout or a new create_key call.

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