What’s new in Azure Cosmos DB: November 2019
Azure Cosmos DB is Microsoft’s globally distributed, multi-model database service. It offers turn-key global distribution, guarantees single-digit millisecond latency at the 99th percentile, 99.999 percent high availability, and elastic scaling of throughput and storage.
For Ignite 2019, we’re excited to announce tons of new features, capabilities and improvements for our users based on your feedback, including support for GROUP BY queries, automatic scaling of throughput, an analytical storage engine for fast analytical queries, and more.
GROUP BY support
Estimating the right amount of throughput (RU/s) for your Cosmos databases and containers is key to optimizing cost and performance. We’ve heard from many of our customers that this can be a hard problem.
We’re excited to announce that we are making this a lot easier with our preview of Autopilot. With Autopilot, Azure Cosmos DB will automatically manage and scale the RU/s of your containers based on the usage. This eliminates the need for custom scripting to change RU/s and makes it easier to handle bursty, unpredictable workloads.
You can try out Autopilot in your Cosmos accounts by going to the Azure Portal and enabling the feature in the “Preview Features” blade.
Then, in the container create pane, select Autopilot mode and choose the max RU/s you want Azure Cosmos DB to scale to.
Analytical storage & Synapse integration preview
Many of our customers store operational or hot data in Azure Cosmos DB and would like to do analytics on larger volumes of current and historical data. Customers typically use our Change Feed or other ETL mechanisms to move the hot data into storage suitable for analytics and run their analytical queries there.
With our new analytical storage engine and Synapse integration preview, this capability is natively built into Azure Cosmos DB. Cosmos containers can now be enabled to be backed by two storage engines: a transactional storage engine – Azure Cosmos DB as you know it today – and a new analytical storage engine. For analytical workloads, you can configure your container to automatically have your data encoded in a versioned columnar storage format for fast analytical queries, scans and updates. This data is stored in a cost-efficient off-cluster storage, with no ETL from your end required. We’ve also integrated our Azure Cosmos DB Spark connector directly into Azure Synapse Analytics’ Spark capabilities, making it easy to query and operate over your data.
To try out the preview, go to your Cosmos account in the Azure Portal and enable the feature in the “Preview Features” blade. You can connect to a Synapse workspace and Spark pool resource directly from a Azure Cosmos DB notebook in Data Explorer.
Built-in Jupyter notebooks updates
In September, we made built-in Jupyter notebooks, or Cosmic notebooks available. Since then, we’ve added new features, including an %upload magic command that makes it easier and faster to import data, new built-in chart UX with Nteract integration, and support for Azure Synapse Analytics workspaces.
Developers, data scientists, engineers and analysts can use these notebooks – which are directly integrated in the Azure portal – to interactively run queries, explore, analyze, and visualize their Cosmos data, and build/train machine learning models. We’ve also bundled in our latest Azure Cosmos DB Python SDK and SQL query magic commands to make it easier to run operations against your data, no setup required. Get started with notebooks and checkout our samples gallery.
Cosmos Explorer, the full-screen standalone web-based version of the Azure Cosmos DB Data Explorer, now supports API for MongoDB and Cassandra API accounts, in addition to SQL (Core), Table, and Gremlin API. You can use Cosmos Explorer to access your database accounts for all APIs to do common operations, like creating new resources, running queries, and more. You can also share temporary access to authorized peers, without the need for them to have subscription or Azure portal access.
Bulk execution mode in .NET SDK
With the new bulk execution mode directly in the Cosmos .NET SDK, you no longer need to use a separate Cosmos bulk executor library to use bulk functionality. For bulk import and delete scenarios, you can now use bulk operation mode to optimize your usage of provisioned RU/s, all with the same SDK for your bulk operations and client application.
Bulk execution mode is available in Cosmos .NET SDK version 3.4 and later. It supports point operations (Create, Read, Upsert, Replace, Delete). Using it requires minimal code change: just set the AllowBulkExecution property when initializing your CosmosClient and run your point operations as normal. Behind the scenes, the SDK will group concurrent operations into a single service call to optimize the throughput utilization. Get started with our tutorial.
Transactional batch in .NET SDK
Private endpoint support (preview)
Azure Cosmos DB now supports private endpoint. With private endpoint, you can privately and securely connect to a service powered by Azure Private Link, effectively bringing the service into your VNET. Get started with private endpoint. The preview is currently available in West US, West Central US and North Central US, with more regions planned.
Management experience updates
We have two major updates to improve the management experience for Azure Cosmos DB.
The first is a new Azure CLI that provides full support across all Azure Cosmos DB API’s including SQL (Core) API, Cassandra, API for MongoDB, Gremlin API and Table API. And last, the new Azure Resource Provider version includes support for idempotent ARM templates which now allow customers to change throughput for Azure Cosmos DB resources using the same ARM template used to deploy the resource.
Reserved Capacity updates
Reserved Capacity allows you to save money by purchasing 1 or 3 year reservations of provisioned RU/s at a discount. We’ve lowered the entry point 4x down to 5000 RU/s and you can now pay monthly. You can view recommendations for reserved capacity in the “Notifications” section of your Cosmos account in the Azure Portal.