tuulos / metaflow-datastore-tests

Datastore test suite for Metaflow

Usage:

0. Clone this repo

git clone http://github.com/tuulos/metaflow-datastore-tests

1. Install dependencies of Metaflow

python3 -m pip install click requests boto3 pylint

2. Clone Metaflow master

git clone http://github.com/Netflix/metaflow

3. Clone another branch for comparison, e.g. convergence

git clone --branch convergence http://github.com/Netflix/metaflow metaflow-cc

4. Configure Metaflow datastore: Fix the bucket name and add these lines to ~/.metaflowconfig/config.json:

{
    "METAFLOW_DATASTORE_SYSROOT_S3": "s3://my-bucket/metaflow/",
    "METAFLOW_DATATOOLS_SYSROOT_S3": "s3://my-bucket/metaflow/data",
    "METAFLOW_DEFAULT_DATASTORE": "s3"
}

5. Run tests (this is going to take more than an hour, so consider using screen):

cd metaflow-datastore-tests
time ./run_tests.sh ../metaflow ../metaflow-cc/ > results.csv

Optionally, you can run a single test, e.g. noop, by specifying its name:

./run_tests.sh ../metaflow ../metaflow-cc/ noop > results.csv