Test adding ARI to a New Model Run

ccao-data / model-res-avm

Automated valuation model for all class 200 residential properties in Cook County (except vacant land and condos)

GNU Affero General Public License v3.0

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Test adding ARI to a New Model Run #245

Open Damonamajor opened 3 weeks ago

Damonamajor commented 3 weeks ago

Attached is a markdown file, as well as changes to the model pipeline to allow a test of the Affordability Risk Index. Mostly for Dan, but let me know where it should be housed. It shouldn't be merged, but seemed like it would be easiest to review / look at in this folder.

Damonamajor commented 1 week ago

For input data pull from the input file from S3 using the dvc hash
That would get us deterministically the same set of input data
For the output, using the github actions workflow we should be able to run the full model pipeline with the new featuure in S3 in the model bucket.
Pull from that RunID the one that is generated by the pipeline.
That would give us input and output data including the performance stats.