python-bigquery-validator 0.0.6

Python module for validating BigQuery sql queries with support for Jinja templated variables

Python BigQuery Validator

Python module for validating BigQuery sql queries with support for Jinja templated variables

This package was built with the goal of automating testing of sql for Apache Airflow dags.

Installation Instructions

pip install python-bigquery-validator

Validate sql using unit tests

class BigqueryValidatorTest(unittest.TestCase):

    bigquery_validator = BigQueryValidator()

    def test_valid_query_returns_true(self):
        query = "SELECT count(*) FROM `bigquery-public-data.samples.github_timeline`"
        valid_sql = self.bigquery_validator.validate_query(query)
        self.assertTrue(valid_sql)

    def test_bad_query_returns_false(self):
        query = "SELECT count(*) ROM `bigquery-public-data.samples.github_timeline`"
        bad_sql = self.bigquery_validator.validate_query(query)
        self.assertFalse(bad_sql)

    def test_valid_query_from_file_returns_true(self):
        valid_sql = self.bigquery_validator.validate_query_from_file("./valid_query.sql")
        self.assertTrue(valid_sql)

    def test_bad_query_from_file_returns_false(self):
        bad_sql = self.bigquery_validator.validate_query_from_file("./bad_query.sql")
        self.assertFalse(bad_sql, 'assert_bad_sql_from_file_fails_validation')

Run functions using the command line

python -m bigquery_validator dry_run_query 'select true'

python -m bigquery_validator render_templated_query 'select date("{{ params.date }}") as date'

python -m bigquery_validator validate_query 'select true'

python -m bigquery_validator validate_query_from_file './valid_query.sql'

Build Instructions

Build steps

python3 -m pip install --upgrade build
python3 -m build

Upload

python3 -m pip install --upgrade twine
python3 -m twine upload --repository pypi dist/*