Skip to content

Latest commit

 

History

History
120 lines (60 loc) · 3.29 KB

README.md

File metadata and controls

120 lines (60 loc) · 3.29 KB
Raw

StlOpenDataEtl

Author: @nicseltzer

Status: Planning

Description

This project aims to be the jumping off point for the OpenSTL Extract, Transform, and Load (ETL) pipeline.

Developing

The below notes assume that you've forked the repo to your account and have pulled down a clone of that fork.

Note: This project has only been built on MacOS and Linux so far. Submit PRs with instructions on building / running in Windows (or whatever you use).

Get Python3

If you don't have Python3 installed, you'll need to download it from the Python website for your particular operating system.

Setup your Virtual Environment (venv)

There are a lot of resources for doing this online, but I recommend the following (especically if you're using VSCode):

Virtual Environment

  1. From your locally cloned repo, run python3 -m venv .venv. This will create a .venv directory which contains all of the pieces for your local Python project.
  2. That's it. You've created a venv.

Activating Virtual Environment

  1. Using the your favorite terminal or the terminal built-in to VSCode (which should pick up .venv automatically), run source ./.venv/bin/activate. This will do the magic of setting up your project in isolation from your global package manifest.
  2. Next, we need to get the dependencies for the project. You can do this by running ./make.py. If you need to add dependencies, you can add them with pip as you normally would. Just make sure to run ./package.py before committing back to the repo.

Running The Application

  1. Run python3 ./app.py.

Deactivating Virtual Environment

  1. Run deactivate.

Components

Fetcher

Author: @nicseltzer

Status: Alpha

This script is run at a configurable interval and is responsible for fetching data from configured remote sources.

Parser / Classifier

Author: @nicseltzer

Status: Alpha

This module is responsible for classifying fetched binary data. The application will hand this data off to the Extractor module.

Extractor

Author: Looking for owner

Status: Unstarted

This module is responsible for taking data of a given format and extracting it to an agreed upon, unifrom format

Transformer

Author: Looking for owner

Status: Unstarted

This module will mold the data into a usable state - pandas? Ah?

Loader

Author: Looking for owner

Status: Unstarted

This module is responsible for pushing the transformed data into a persistent datastore.

Remote Data Sources

Parcels (Shape, used for Key: HANDLE)

https://www.stlouis-mo.gov/data/upload/data-files/prcl_shape.zip

Parcels (Information)

Includes Tax Billing Information

https://www.stlouis-mo.gov/data/upload/data-files/prcl.zip https://www.stlouis-mo.gov/data/upload/data-files/par.zip

LRA Inventory

https://www.stlouis-mo.gov/data/upload/data-files/lra_public.zip

Building Inspections

Includes Condemnations and Vacant buildings

https://www.stlouis-mo.gov/data/upload/data-files/bldginsp.zip

Building Permits

Includes Occupancy and Demolition

https://www.stlouis-mo.gov/data/upload/data-files/prmbdo.zip

Property Maintenance Billing (Using Forestry Property Maintenance)

https://www.stlouis-mo.gov/data/upload/data-files/forestry-maintenance-properties.csv