Availability and consistency in Event Hubs

Artiklu
03/13/2023

This article provides information about availability and consistency supported by Azure Event Hubs.

Availability

Azure Event Hubs spreads the risk of catastrophic failures of individual machines or even complete racks across clusters that span multiple failure domains within a datacenter. It implements transparent failure detection and failover mechanisms such that the service will continue to operate within the assured service-levels and typically without noticeable interruptions when such failures occur.

If an Event Hubs namespace is created in a region with availability zones, the outage risk is further spread across three physically separated facilities, and the service has enough capacity reserves to instantly cope up with the complete, catastrophic loss of the entire facility. For more information, see Azure Event Hubs - Geo-disaster recovery.

When a client application sends events to an event hub without specifying a partition, events are automatically distributed among partitions in your event hub. If a partition isn't available for some reason, events are distributed among the remaining partitions. This behavior allows for the greatest amount of up time. For use cases that require the maximum up time, this model is preferred instead of sending events to a specific partition.

Consistency

In some scenarios, the ordering of events can be important. For example, you may want your back-end system to process an update command before a delete command. In this scenario, a client application sends events to a specific partition so that the ordering is preserved. When a consumer application consumes these events from the partition, they are read in order.

With this configuration, keep in mind that if the particular partition to which you are sending is unavailable, you will receive an error response. As a point of comparison, if you don't have an affinity to a single partition, the Event Hubs service sends your event to the next available partition.

Therefore, if high availability is most important, don't target a specific partition (using partition ID/key). Using partition ID/key downgrades the availability of an event hub to partition-level. In this scenario, you are making an explicit choice between availability (no partition ID/key) and consistency (pinning events to a specific partition). For detailed information about partitions in Event Hubs, see Partitions.

Appendix

Send events without specifying a partition

We recommend sending events to an event hub without setting partition information to allow the Event Hubs service to balance the load across partitions. See the following quick starts to learn how to do so in different programming languages.

Send events to a specific partition

In this section, you learn how to send events to a specific partition using different programming languages.

To send events to a specific partition, create the batch using the EventHubProducerClient.CreateBatchAsync method by specifying either the PartitionId or the PartitionKey in CreateBatchOptions. The following code sends a batch of events to a specific partition by specifying a partition key. Event Hubs ensures that all events sharing a partition key value are stored together and delivered in order of arrival.

var batchOptions = new CreateBatchOptions { PartitionKey = "cities" };
using var eventBatch = await producer.CreateBatchAsync(batchOptions);

You can also use the EventHubProducerClient.SendAsync method by specifying either PartitionId or PartitionKey in SendEventOptions.

var sendEventOptions  = new SendEventOptions { PartitionKey = "cities" };
// create the events array
producer.SendAsync(events, sendOptions)

To send events to a specific partition, create the batch using the createBatch method by specifying either partition ID or partition key in createBatchOptions. The following code sends a batch of events to a specific partition by specifying a partition key.

CreateBatchOptions batchOptions = new CreateBatchOptions();
batchOptions.setPartitionKey("cities");

You can also use the EventHubProducerClient.send method by specifying either partition ID or partition key in SendOptions.

List<EventData> events = Arrays.asList(new EventData("Melbourne"), new EventData("London"), new EventData("New York"));
SendOptions sendOptions = new SendOptions();
sendOptions.setPartitionKey("cities");
producer.send(events, sendOptions);

To send events to a specific partition, when creating a batch using the EventHubProducerClient.create_batch method, specify the partition_id or the partition_key. Then, use the EventHubProducerClient.send_batch method to send the batch to the event hub's partition.

event_data_batch = await producer.create_batch(partition_key='cities')

You can also use the EventHubProducerClient.send_batch method by specifying values for partition_id or partition_key parameters.

producer.send_batch(event_data_batch, partition_key="cities")

To send events to a specific partition, Create a batch using the EventHubProducerClient.CreateBatchOptions object by specifying the partitionId or the partitionKey. Then, send the batch to the event hub using the EventHubProducerClient.SendBatch method.

See the following example.

const batchOptions = { partitionKey = "cities"; };
const batch = await producer.createBatch(batchOptions);

You can also use the EventHubProducerClient.sendBatch method by specifying either partition ID or partition key in SendBatchOptions.

const sendBatchOptions = { partitionKey = "cities"; };
// prepare events
producer.sendBatch(events, sendBatchOptions);

Next steps

You can learn more about Event Hubs by visiting the following links:

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