AWS Compute Blog
ICYMI: Serverless Q4 2021
Welcome to the 16th edition of the AWS Serverless ICYMI (in case you missed it) quarterly recap. Every quarter, we share all of the most recent product launches, feature enhancements, blog posts, webinars, Twitch live streams, and other interesting things that you might have missed!
In case you missed our last ICYMI, check out what happened last quarter here.
For developers using Amazon MSK as an event source, Lambda has expanded authentication options to include IAM, in addition to SASL/SCRAM. Lambda also now supports mutual TLS authentication for Amazon MSK and self-managed Kafka as an event source.
Lambda also launched features to make it easier to operate across AWS accounts. You can now invoke Lambda functions from Amazon SQS queues in different accounts. You must grant permission to the Lambda function’s execution role and have SQS grant cross-account permissions. For developers using container packaging for Lambda functions, Lambda also now supports pulling images from Amazon ECR in other AWS accounts. To learn about the permissions required, see this documentation.
The service now supports a partial batch response when using SQS as an event source for both standard and FIFO queues. When messages fail to process, Lambda marks the failed messages and allows reprocessing of only those messages. This helps to improve processing performance and may reduce compute costs.
Lambda launched content filtering options for functions using SQS, DynamoDB, and Kinesis as an event source. You can specify up to five filter criteria that are combined using OR logic. This uses the same content filtering language that’s used in Amazon EventBridge, and can dramatically reduce the number of downstream Lambda invocations.
Previously, you could consume Amazon S3 events in EventBridge via CloudTrail. Now, EventBridge receives events from the S3 service directly, making it easier to build serverless workflows triggered by activity in S3. You can use content filtering in rules to identify relevant events and forward these to 18 service targets, including AWS Lambda. You can also use event archive and replay, making it possible to reprocess events in testing, or in the event of an error.
AWS Step Functions
The AWS Batch console has added support for visualizing Step Functions workflows. This makes it easier to combine these services to orchestrate complex workflows over business-critical batch operations, such as data analysis or overnight processes.
Additionally, Amazon Athena has also added console support for visualizing Step Functions workflows. This can help when building distributed data processing pipelines, allowing Step Functions to orchestrate services such as AWS Glue, Amazon S3, or Amazon Kinesis Data Firehose.
Synchronous Express Workflows now supports AWS PrivateLink. This enables you to start these workflows privately from within your virtual private clouds (VPCs) without traversing the internet. To learn more about this feature, read the What’s New post.
Amazon SNS announced support for token-based authentication when sending push notifications to Apple devices. This creates a secure, stateless communication between SNS and the Apple Push Notification (APN) service.
SNS also launched the new PublishBatch API which enables developers to send up to 10 messages to SNS in a single request. This can reduce cost by up to 90%, since you need fewer API calls to publish the same number of messages to the service.
Amazon SQS released an enhanced DLQ management experience for standard queues. This allows you to redrive messages from a DLQ back to the source queue. This can be configured in the AWS Management Console, as shown here.
The NoSQL Workbench for DynamoDB is a tool to simplify designing, visualizing and querying DynamoDB tables. The tools now supports importing sample data from CSV files and exporting the results of queries.
DynamoDB announced the new Standard-Infrequent Access table class. Use this for tables that store infrequently accessed data to reduce your costs by up to 60%. You can switch to the new table class without an impact on performance or availability and without changing application code.
AWS Amplify now allows developers to override Amplify-generated IAM, Amazon Cognito, and S3 configurations. This makes it easier to customize the generated resources to best meet your application’s requirements. To learn more about the “amplify override auth” command, visit the feature’s documentation.
Similarly, you can also add custom AWS resources using the AWS Cloud Development Kit (CDK) or AWS CloudFormation. In another new feature, developers can then export Amplify backends as CDK stacks and incorporate them into their deployment pipelines.
AWS Amplify UI has launched a new Authenticator component for React, Angular, and Vue.js. Aside from the visual refresh, this provides the easiest way to incorporate social sign-in in your frontend applications with zero-configuration setup. It also includes more customization options and form capabilities.
AWS launched AWS Amplify Studio, which automatically translates designs made in Figma to React UI component code. This enables you to connect UI components visually to backend data, providing a unified interface that can accelerate development.
You can now use custom domain names for AWS AppSync GraphQL endpoints. This enables you to specify a custom domain for both GraphQL API and Realtime API, and have AWS Certificate Manager provide and manage the certificate.
To learn more, read the feature’s documentation page.
News from other services
- Introducing Amazon Redshift Serverless – Run Analytics At Any Scale Without Having to Manage Data Warehouse Infrastructure
- Amazon Kinesis Data Streams On-Demand – Stream Data at Scale Without Managing Capacity
- AWS re:Post – A Reimagined Q&A Experience for the AWS Community
- Announcing General Availability of Construct Hub and AWS Cloud Development Kit Version 2
- Real-User Monitoring for Amazon CloudWatch
- Introducing Amazon EMR Serverless in preview
- Introducing Amazon MSK Serverless in public preview
Serverless blog posts
- Oct 4 – Simplifying B2B integrations with AWS Step Functions Workflow Studio
- Oct 6 – Operating serverless at scale: Implementing governance – Part 1
- Oct 7 – Using Okta as an identity provider with Amazon MWAA
- Oct 11 – Avoiding recursive invocation with Amazon S3 and AWS Lambda
- Oct 12 – Operating serverless at scale: Improving consistency – Part 2
- Oct 14 – Using JSONPath effectively in AWS Step Functions
- Oct 14 – Accepting API keys as a query string in Amazon API Gateway
- Oct 14 – Visualizing AWS Step Functions workflows from the AWS Batch console
- Oct 18 – Building dynamic Amazon SNS subscriptions for auto scaling container workloads
- Oct 19 – Operating serverless at scale: Keeping control of resources – Part 3
- Oct 21 – Creating AWS Serverless batch processing architectures
- Oct 25 – Building a difference checker with Amazon S3 and AWS Lambda
- Oct 26 – Monitoring and tuning federated GraphQL performance on AWS Lambda
- Oct 27 – Accelerating serverless development with AWS SAM Accelerate
- Oct 28 – Creating AWS Lambda environment variables from AWS Secrets Manager
- Nov 1 – Build workflows for Amazon Forecast with AWS Step Functions
- Nov 2 – Choosing between storage mechanisms for ML inferencing with AWS Lambda
- Nov 4 – Introducing cross-account Amazon ECR access for AWS Lambda
- Nov 8 – Implementing header-based API Gateway versioning with Amazon CloudFront
- Nov 9 – Creating static custom domain endpoints with Amazon MQ for RabbitMQ
- Nov 9 – Token-based authentication for iOS applications with Amazon SNS
- Nov 11 – Understanding how AWS Lambda scales with Amazon SQS standard queues
- Nov 17 – Modernizing deployments with container images in AWS Lambda
- Nov 18 – Deploying AWS Lambda layers automatically across multiple Regions
- Nov 18 – Publishing messages in batch to Amazon SNS topics
- Nov 19 – Introducing mutual TLS authentication for Amazon MSK as an event source
- Nov 22 – Expanding cross-Region event routing with Amazon EventBridge
- Nov 22 – Offset lag metric for Amazon MSK as an event source for Lambda
- Nov 23 – Visualizing AWS Step Functions workflows from the Amazon Athena console
- Nov 26 – Filtering event sources for AWS Lambda functions
- Dec 1 – Introducing Amazon Simple Queue Service dead-letter queue redrive to source queues
- Dec 13 – Using an Amazon MQ network of broker topologies for distributed microservices
- Dec 27 – Building a serverless multi-player game that scales: Part 3
AWS re:Invent breakouts
AWS re:Invent was held in Las Vegas from November 29 to December 3, 2021. The Serverless DA team presented numerous breakouts, workshops and chalk talks. Rewatch all our breakout content:
- What’s new in serverless
- Serverless security best practices
- Building real-world serverless applications with AWS SAM and Capital One
- Architecting your serverless applications for hyperscale
- Best practices for building interactive applications with AWS Lambda
- Getting started building your first serverless application
- Best practices of advanced serverless developers
We also launched an interactive serverless application at re:Invent to help customers get caffeinated!
Serverlesspresso is a contactless, serverless order management system for a physical coffee bar. The architecture comprises several serverless apps that support an ordering process from a customer’s smartphone to a real espresso bar. The customer can check the virtual line, place an order, and receive a notification when their drink is ready for pickup.
You can learn more about the architecture and download the code repo at https://serverlessland.com/reinvent2021/serverlesspresso. You can also see a video of the exhibit.
Serverless Office Hours – Tues 10 AM PT
Weekly live virtual office hours. In each session we talk about a specific topic or technology related to serverless and open it up to helping you with your real serverless challenges and issues. Ask us anything you want about serverless technologies and applications.
- Oct 5 – Serverless Surprise! Ben Kehoe & security
- Oct 12 – AWS Lambda – ARM support for Lambda functions
- Oct 19 – AWS Step Functions – AWS SDK Service Integrations
- Oct 20 – Using the AWS Serverless Application Model (AWS SAM) to Build Serverless Applications
- Oct 26 – API Gateway – Migration tips for API keys
- Nov 2 – pre:Invent session #1 – The serverless sessions
- Nov 3 – DynamoDB Office Hours – Data Modeling with Dynobase
- Nov 9 – pre:Invent session #2
- Nov 16 – pre:Invent session #3
- Nov 23 – pre:Invent session #4
- Nov 29 – Heroes @ re:Invent part one
- Nov 30 – Secret projects @ re:Invent
- Dec 1 – Serverless leadership @ re:Invent
- Dec 2 – Heroes @ re:Invent part two
Still looking for more?
The Serverless landing page has more information. The Lambda resources page contains case studies, webinars, whitepapers, customer stories, reference architectures, and even more Getting Started tutorials.
You can also follow the Serverless Developer Advocacy team on Twitter to see the latest news, follow conversations, and interact with the team.
- Eric Johnson: @edjgeek
- James Beswick: @jbesw
- Ben Smith: @benjamin_l_s
- Julian Wood: @julian_wood
- Talia Nassi: @talia_nassi