A Data Scientist Blog¶

October 15, 2021
in Solutions
4 min read

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.

December 21, 2020
in Guides
1 min read

A comparison between AWS Chalice and AWS SAM

AWS Chalice is a microframework for writing serverless apps in Python.

December 21, 2020
in Solutions
2 min read

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.

June 11, 2020
in Guides
7 min read

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.

May 12, 2020
in Guides
14 min read

A guide to transportation problems

August 12, 2019
in Guides
9 min read

A brief guide to Python's PuLP

PuLP is a Python library for linear programming written in a pythonic way.