metadata.sdk.data_quality.dataframes.validation_results

DataFrame validation result models.

Classes:

• FailureMode –
• ValidationResult – Aggregated results from validating multiple tests on a DataFrame.

Attributes:

• logger –

metadata.sdk.data_quality.dataframes.validation_results.FailureMode

Bases: Enum

Attributes:

• SHORT_CIRCUIT –

metadata.sdk.data_quality.dataframes.validation_results.FailureMode.SHORT_CIRCUIT

metadata.sdk.data_quality.dataframes.validation_results.ValidationResult

Bases: BaseModel

Aggregated results from validating multiple tests on a DataFrame.

Attributes:

• success (bool) – True if all tests passed
• total_tests (int) – Total number of tests executed
• passed_tests (int) – Number of tests that passed
• failed_tests (int) – Number of tests that failed
• test_results (List[TestCaseResult]) – Individual test results
• execution_time_ms (float) – Total execution time in milliseconds

Functions:

• merge – Merge multiple ValidationResult objects into one.
• publish – Publish test results to OpenMetadata.

metadata.sdk.data_quality.dataframes.validation_results.ValidationResult.execution_time_ms

metadata.sdk.data_quality.dataframes.validation_results.ValidationResult.failed_tests

metadata.sdk.data_quality.dataframes.validation_results.ValidationResult.failures

Get only failed test results.

Returns:

• List – List of test results where status is Failed or Aborted

metadata.sdk.data_quality.dataframes.validation_results.ValidationResult.merge

Merge multiple ValidationResult objects into one.

Aggregates results from multiple validation runs, useful when validating DataFrames in batches. When the same test case is run multiple times across batches, results are aggregated by test case FQN.

Parameters:

• *results (ValidationResult) – Variable number of ValidationResult objects to merge

Returns:

• ValidationResult – A new ValidationResult with aggregated test case results

Raises:

• ValueError – If no results are provided to merge

metadata.sdk.data_quality.dataframes.validation_results.ValidationResult.passed_tests

metadata.sdk.data_quality.dataframes.validation_results.ValidationResult.passes

Get only passed test results.

Returns:

• List[TestCaseResult] – List of test results where status is Success

metadata.sdk.data_quality.dataframes.validation_results.ValidationResult.publish

Publish test results to OpenMetadata. Args: table_fqn: Fully qualified table name client: OpenMetadata client

metadata.sdk.data_quality.dataframes.validation_results.ValidationResult.success

metadata.sdk.data_quality.dataframes.validation_results.ValidationResult.test_cases_and_results

metadata.sdk.data_quality.dataframes.validation_results.ValidationResult.test_results

Get all test results.

metadata.sdk.data_quality.dataframes.validation_results.ValidationResult.total_tests

metadata.sdk.data_quality.dataframes.validation_results.logger