Repository for code related to the Core GP Contract GPES extract
This job outputs four quarterly CSVs for the entire financial year after suppression applied
The main file to run is 'main.ipynb'. The code contains databrick widgets to display report times.
The required python packages to run this publication job are: pyspark, pandas, unittests, typing & functools.
The file "parameters.ipynb" contains date parameters which can be changed to fit the dates required for your personalised report. They are also various SQL database inputs required to put in in pre-processing and checks.
The functions folder contains various functions used in the job which have been conveniently split into different sections. The "run_functions.ipynb" runs all the files in the functions in the functions file. This is done for ease of access in the "main.ipynb" file.
The tests folder contains various normal tests and unittests for each function of the code to check whether they are functioning correctly.
As the code is throughly checked and tested, the spot checking part of the code is done to manually assess the output for any errors the job did not catch.
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