Automation

Automation should be at the heart of every software company. If have to configure something manually: script it. Save the script. Use the script. Automate. Anything. Automation. First. Period.

There are 63 articles tagged with Automation.

Simple Python code to send messages to a Slack channel (without packages)

Last week I was working on a Databricks script that needed to produce a Slack message as its final outcome. I lifted some code that used a Slack client that was PIP-installed. Unfortunately, I could not use the package on my cluster. Fortunately, the Slack API is so simple, that you don’t really need a package to post a simple message to a channel. In this blog I’ll show you the simplest way of producing awesome messages in Slack.

Read the article Simple Python code to send messages to a Slack channel (without packages)

AWS Lambda Size: PIL+TF+Keras+Numpy?

At Wehkamp we’ve been using machine learning for a while now. We’re training models in Databricks (Spark) and Keras. This produces a Keras file that we use to make the actual predictions. Training is one thing, but getting them to production is quite another!

The main problem we’ve faced was that it was too big to actually fit into a lambda. This blogs shows how we’ve dealt with that problem.

Read the article AWS Lambda Size: PIL+TF+Keras+Numpy?
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