You want to deal with bulk data from your Python program. You realise that looping over every cell of a huge array from your Python code would be silly. You also would like the convenience of many kinds of canned routine to transform your data easily and efficiently. Enter NumPy!Published on September 16th, 2018 by Nick Downing.
Last night [Robbie Clarken](http://twitter.com/RobbieClarken) presented a great talk about Mocking and how it fits in with testing in general. There were a few questions he had over email about how mypy could be used in addition to Mocking to get better coverage of issues with parameters in function calls being tested. Seeing as this is helping him with a real process we agreed that there's value in blogging this so a wider audience can get exposure to these techniques.Published on July 20th, 2018 by Janis Lesinskis.