AWS S3 presigned URLs
Solutions to common problems when working with S3 presigned URLs.
A Data Scientist Blog¶
How to display AWS CloudWatch logs in Streamlit
Let's dive in the following scenario:
- we have some job/task running on AWS
- we have already built a Streamlit frontend to launch jobs
- we want to monitor AWS CloudWatch logs generated by the job execution
- we don't want to neither switch from our Streamlit frontend to AWS Console, nor become crazy in following right log groups/streams to track our job
A possible custom solution is presented below.
A comparison between AWS Chalice and AWS SAM
AWS Chalice is a microframework for writing serverless apps in Python.
Build Lambda layers with AWS SAM
The AWS Serverless Application Model (AWS SAM) is an open-source framework that you can use to build serverless applications on AWS. A useful tutorial can be found here.
A brief guide to GNU Make
make is a build tool which tracks the dependencies between the
resources it manages, updating the successors whenever a change in one
or more predecessors is detected.
A brief guide to Python's PuLP
PuLP is a Python library for linear programming written in a pythonic way.