amazon-sqs-java-messaging-lib VS amplication

Save to SQS (i.e. save each Event to Amazon’s SQS queuing service)

Amazon SQS

Messaging/Queueing Systems (Amazon SQS, RabbitMQ, Beanstalkd)

The last stage is productionizing the model. The goal of this phase is to create a system to process each image/video, gather the relevant features and inputs to the models, integrate the models into a hosting service, and relay the corresponding model predictions to downstream consumers like the MCF system. We used an existing Safety service, Content Classification Service, to implement the aforementioned system and added two specialized queues for our processing and various service integrations. To use the model for online, synchronous inference, we added it to Gazette, Reddit’s internal ML inference service. Once all the components were up and running, our final step was to run A/B tests on Reddit to understand the live impact on areas like user engagement before finalizing the entire detection system.

Go to https://amplication.com.

The application used in this demonstration was generated through Amplication, which allows you to generate production-ready backend services - reliably, securely, and consistently.

Setting up Auth0 authentication in your Amplication application is easy. You can use the Auth0 plugin to add the required dependencies and configuration files to your application. The steps are as follows:

Additionally, you can use tools like Amplication to bootstrap your Node.js applications easily and focus on these parallel processing techniques instead of wasting time on (re)building all the boilerplate code for your Node.js services.

In addition, Prisma is supported by microservice code generation tools like Amplication. Prisma plugs directly into the code generated by Amplication. By doing so, you can utilize Prisma as an ORM layer for your databases and generate microservice code with ease in just a few clicks.

We've prepped dozens of issues spanning various domains like bug fixes, UI/UX improvements, documentation enhancements, and more.

Amplication, is a powerful open-source backend development tool engineered to streamline and accelerate web application creation. It offers a user-friendly interface and a comprehensive feature set, making it a valuable resource for developers and organizations aiming to swiftly develop robust, scalable applications while conserving time and resources.

In this example, I will create 3 Node.js services (shipping, notification, and courier) using Amplication, add traces to all services, and show how to analyze trace data using Jaeger.

Amplication lets you auto-generate Node.js code for your microservices, enabling you to build high-quality apps with high-quality code that take extra precautions for the issues discussed above to ensure that your app will not cause any memory leaks (well, at least not in the boilerplate code we generate. The rest... is up to you 😊).