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This simple FastAPI service will help you find data in a data lake Data lakes provide a myriad of benefits. They are data agnostic and don’t require you to define a schema upfront. However, without a proper structure, it may be challenging to find the data that you need. In this article, we’ll address this problem by creating a FastAPI abstraction allowing us to query the AWS Glue metadata catalog.
In my last post we looked at the structure of AWS IAM policies and looked at an example of a policy that was too broad. Let's look at a few more examples to explore how broad permissions can lead to security concerns. By far the most common form of broad permissions occurs when policies are scoped to a service but not to specific actions.
Stackery can be used to create a new CloudFormation template or to quickly visualize an existing one. Code is automatically generated as you simply drag-and-drop resources on a graphical grid. The experience is much more intuitive than previous generation tools like AWS CloudFormation Designer. Stackery visualizes resources the way a human would perceive them, grouping related resources together.