prefect ETL tool in python

Having spent a lot of my time playing with Keboola and dbt to load and transform my data I wanted to have a look at just doing stuff in pure python. I have previously built the fill ETL pipeline for a company in python but haven't really had a need to touch it in over 4 years. Most of the work I did before was just using pandas with a few connectors to various databases and producing reports in Excel using xlwings. It wasn't pretty but it was effective and everyone was happy with the job that it did.

Instead I ended up using the prefect library. Well I built it all and then integrated it into prefect once I found it. I found it ok and it has some useful features bit it is not brilliant but that could be through back of use. It does allow you to produce DAGs and and lots of other useful functionality. Script below.

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