The recent spike in usage of the term covid-19 introduced some inconsistent results in Imaginary’s custom site search engine, iScraper, a tool which utilizes Elasticsearch as its indexing engine.  We’ll ...

The Django shell provides an environment where developers can interact with the database via Django's ORM. While the shell is great for basic interactions, it quickly becomes laborious to work in, be it due to manual imports, having to scroll through shell history to repeat commands, or working with / viewing queries returning more than, say, 20 records. These issues, and more, can be remedied by interacting with the ORM in Jupyter notebooks, using Pandas.

All relationships end. It doesn't matter whether they are personal or professional, at some point and for many reasons, they end. No one thinks about this when the relationship is budding - everything is wonderful. There is trust, there is competence, there is relief that finally the needle can be moved forward. This overflowing optimism can cloud a vital aspect of establishing a new relationship - how to get out of it gracefully. Unless a prior vendor experience has made an impact, very little attention is given to an end-of-life scenario until end-of-life is imminent. However, with a little prenuptial preparation, end-of-life drama and uncertainty can be greatly eased.