Python integration

The CLI is the primary interface. This API is available for embedding jevotron in an existing application or ETL process.

from pathlib import Path
from jevotron import Config, scan
from jevotron.parsers import CSV

chunks = CSV(id_column="ident")(Path("examples/airports/spiked.csv"))
for result in scan(chunks, Config(guidance="Check geographic consistency.")):
    if result.warning:
        print(result.id, result.score)

scan(chunks, config, cache=..., refresh=False, client=None) is a generator. Pass cache=None to disable persistence. An injected client implements evaluate(request) -> response using the Jev HTTP JSON contract. This makes offline testing and external integrations straightforward. If stopping a scan early, close its iterator (or use contextlib.closing) to release resources. The caller owns an injected client's lifetime.