Ploosh is yaml based framework used to automatized the testing process in data projects.
Go to the ploosh wiki to find the get started tutorial.
- Install ploosh package
- Run tests
- Analyse results
Install from PyPi package manager:
pip install plooshploosh --connections "connections.yml" --cases "test_cases" --export "JSON" --p_my_sql_server_password "mypassword"
[
{
"name": "Test aggregated data",
"state": "passed",
"source": {
"start": "2024-02-05T17:08:36Z",
"end": "2024-02-05T17:08:36Z",
"duration": 0.0032982
},
"expected": {
"start": "2024-02-05T17:08:36Z",
"end": "2024-02-05T17:08:36Z",
"duration": 6.0933333333333335e-05
},
"compare": {
"start": "2024-02-05T17:08:36Z",
"end": "2024-02-05T17:08:36Z",
"duration": 0.00046468333333333334
}
},
{
"name": "Test unvalid data",
"state": "failed",
"source": {
"start": "2024-02-05T17:08:36Z",
"end": "2024-02-05T17:08:36Z",
"duration": 0.00178865
},
"expected": {
"start": "2024-02-05T17:08:36Z",
"end": "2024-02-05T17:08:36Z",
"duration": 1.49e-05
},
"compare": {
"start": "2024-02-05T17:08:36Z",
"end": "2024-02-05T17:08:36Z",
"duration": 1.8333333333333333e-07
},
"error": {
"type": "count",
"message": "The count in source dataset (55) is differant than the count the in expected dataset (0)"
}
}
]
