Pandas & NumPy with AWS Lambda

Fun fact: Pandas and NumPy don’t work out of the box with Lambda. The libraries that you might download from your development machine probably won’t work either. The standard Lambda Python environment is very barebones by default. There is no point in loading in a bunch of libraries if they aren’t needed. This is why… Continue reading Pandas & NumPy with AWS Lambda

Where Is It Five O’Clock Pt: 3

So I left this project at a point where I felt it needed to be re-architected based on the fact that Flask only executes the function once and not every time the page loads. I re-architected the application in my head to include an API that calls the Lambda function and returns a list of… Continue reading Where Is It Five O’Clock Pt: 3

Where Is It 5 O’Clock Pt: 2

So I spend the evening deploying this web application to Amazon Web Services. In my test environment, everything appeared to be working great because every time I reloaded the page it reloaded the function as well. When I transferred this over to a live environment I realized the Python function only ran every time I… Continue reading Where Is It 5 O’Clock Pt: 2

EC2 Action Slack Notification

I took a brief break from my Lambda function creation journey to go on vacation but, now i’m back! This function will notify a Slack channel of your choosing when an EC2 instance enters “Starting, Stopping, Stopped, or Shutting-Down” status. I thought this might be useful for instances that reside under a load balancer. It… Continue reading EC2 Action Slack Notification

Check EC2 Instance Tags on Launch

In my ever-growing quest to automate my AWS infrastructure deployments, I realized that just checking my tags wasn’t good enough. I should force myself to put tags in otherwise my instances won’t launch at all. I find this particularly useful because I utilize AWS Backup to do automated snapshots nightly of all of my instances.… Continue reading Check EC2 Instance Tags on Launch