skills-labeller

A WDI system for labelling and extracting skills within job postings. Implements an entire intelligent system utilizing a front end, pulling down job postings and online learning all under constrained system resources (e.g. EC2 micro/small) for ease of public use. This readme will be modified as the system continues to see development.

How to Test

ETL API unit test

(warning: can take up to 20 minutes for broadband/slow connections, downloads first item of live dataset)

// in docker-compose.yml:55, set RUN_UNITTESTS_ONLY=false

// runs against stood up docker container defined in docker-compose

pytest --full-trace test/test_etl_api.py

Candidate Skills API test

// in docker-compose.yml:55, set RUN_UNITTESTS_ONLY=false

pytest --full-trace test/test_candidate_skill_api.py

ETL+Candidate Skills Class unit test

// in docker-compose.yml:55, set RUN_UNITTESTS_ONLY=true

// runs w/in docker container

docker-compose up etl