Systems | Development | Analytics | API | Testing

Single-table design is a powerful approach to modeling data in DynamoDB because it allows you to store all your data in one place. This approach can simplify your data model and reduce the number of tables you need to manage. In the traditional approach, you create a separate table for each entity in your application. For example, you might have a table for characters and a table for quests. Each table would have its own primary key and attributes.

When developers build applications, they need to think about how they will connect their products to data sources. Direct database access vs. REST APIs: which should you pick? Both currently stand out as two of the most popular options. Let’s explore the pros and cons of each so you can determine whether API-led connectivity serves your needs.

Picture this: a customer reaches out with a seemingly simple request—convert a date field to a different format in their API responses. The catch? They only have read-only access to their database, which means no schema updates, no new columns, just pure data transformation. This intriguing challenge led us down the rabbit hole to rediscover one of DreamFactory's most powerful yet underutilized features: enhancing API calls with SQL functions.

System administrators, DBAs, and application developers all know about the need for data integration. That’s when you have to pull data from one database, application, or web service to another. Fortunately, this task is a lot less challenging than it used to be because APIs (application programming interfaces) are so popular today. APIs provide a standard way to share the data and services of one system with another, even if the two systems are otherwise incompatible.

Big data storage tools like BigQuery, Hadoop, and Cassandra are used to manage large volumes of structured and unstructured data generated by modern applications. Unlike traditional databases, these tools provide scalable and distributed infrastructure that efficiently stores, processes, and analyzes petabytes of data across clusters.

Laravel is a web application framework built with PHP. It’s a framework that uses providers and dependency injections for code organization. It follows a model-view-controller design pattern. Laravel reuses the existing components of different frameworks, which helps in creating a web application. Thus, the application is designed to be more structured and pragmatic.

A database is a critical piece of software for any organization. It stores data and allows users to access and modify it as needed. Many different databases are available, like AWS' Amazon RDS or Microsoft's Azure, so deciding which is suitable for your organization can be challenging. This article will discuss the different kinds of databases and help you choose the right database for your needs.

Storing information in a relational database and sharing it via a RESTful API is a very common scenario these days. Depending on your RDBMS (relational database management system), this may take a lot of development effort. One solution that attempts to simplify the process is the PostgREST web server add-on for PostgreSQL. If your organization uses the PostgreSQL database, PostgREST quickly adds basic CRUD (create, read, update, delete) functions in an easy-to-use RESTful HTTP interface.