ploosh

A framework to automatize your tests for data projects

0.3.8
PyPI

Maintainers: 1

Ploosh

Ploosh is yaml based framework used to automatized the testing process in data projects.

Get started

Go to the ploosh documentation to find the get started tutorial.

Steps

Install ploosh package
Run tests
Analyse results

Install Ploosh

Install from PyPi package manager:

pip install ploosh

Run tests

ploosh --connections "connections.yml" --cases "test_cases" --export "JSON" --p_my_sql_server_password "mypassword"

Execution result

Test results

[
  {
    "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)"
    }
  }
]

FAQs

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