Module `trase.tools.etl`

Extract-transform-load from a variety of sources into Pandas dataframes.

The ETL tool handles:

Loading data into Pandas from a variety of sources (AWS S3, PostgreSQL database, etc.) and in a variety of formats (XLS, CSV)
Only downloading the data once, yet still re-downloading it when the source data has changed
Allows you to do some simple pre-processing, such as filtering out rows, or altering some data
Storing this data locally in a standard directory layout ("original", "processed", etc.)

The ETL tool is primilary targeted for use with SEI-PCS models; however, it is a standalone package.

Sub-modules