Index

A

add() (validatex.core.ExpectationSuite method) (validatex.core.suite.ExpectationSuite method) (validatex.ExpectationSuite method)

add_expectation() (validatex.core.ExpectationSuite method) (validatex.core.suite.ExpectationSuite method) (validatex.ExpectationSuite method)

C

CheckpointConfig (class in validatex.config.loader) checks (validatex.ColumnHealthSummary attribute) (validatex.core.result.ColumnHealthSummary attribute) clear() (validatex.core.ExpectationSuite method) (validatex.core.suite.ExpectationSuite method) (validatex.ExpectationSuite method) column (validatex.ColumnHealthSummary attribute) (validatex.core.Expectation attribute) (validatex.core.expectation.Expectation attribute) (validatex.core.ExpectationResult attribute) (validatex.core.result.ColumnHealthSummary attribute) (validatex.core.result.ExpectationResult attribute) (validatex.Expectation attribute) (validatex.ExpectationResult attribute) column_count (validatex.profiler.profiler.DataProfile attribute) column_drifts (validatex.DriftReport attribute)

column_health() (validatex.core.result.ValidationResult method) (validatex.core.ValidationResult method) (validatex.ValidationResult method) ColumnHealthSummary (class in validatex) (class in validatex.core.result) ColumnProfile (class in validatex.profiler.profiler) columns (validatex.profiler.profiler.DataProfile attribute) compare() (validatex.DriftDetector method) compute_quality_score() (validatex.core.result.ValidationResult method) (validatex.core.ValidationResult method) (validatex.ValidationResult method) compute_statistics() (validatex.core.result.ValidationResult method) (validatex.core.ValidationResult method) (validatex.ValidationResult method) CSVDataSource (class in validatex.datasources) (class in validatex.datasources.csv_source)

D

data_source (validatex.config.loader.CheckpointConfig attribute), [1] (validatex.core.result.ValidationResult attribute) (validatex.core.ValidationResult attribute) (validatex.ValidationResult attribute) DatabaseDataSource (class in validatex.datasources) (class in validatex.datasources.database_source) DataFrameSource (class in validatex.datasources) (class in validatex.datasources.dataframe_source) DataProfile (class in validatex.profiler.profiler)

DataProfiler (class in validatex) (class in validatex.profiler.profiler) DataSource (class in validatex.datasources) (class in validatex.datasources.base_source) details (validatex.core.ExpectationResult attribute) (validatex.core.result.ExpectationResult attribute) (validatex.ExpectationResult attribute) DriftDetector (class in validatex) DriftReport (class in validatex) dtype (validatex.profiler.profiler.ColumnProfile attribute)

E

element_count (validatex.core.ExpectationResult attribute) (validatex.core.result.ExpectationResult attribute) (validatex.ExpectationResult attribute) engine (validatex.config.loader.CheckpointConfig attribute), [1] (validatex.core.result.ValidationResult attribute) (validatex.core.ValidationResult attribute) (validatex.ValidationResult attribute) errored_expectations (validatex.core.result.ValidationResult property) (validatex.core.ValidationResult property) (validatex.ValidationResult property) errors (validatex.ColumnHealthSummary attribute) (validatex.core.result.ColumnHealthSummary attribute) exception_info (validatex.core.ExpectationResult attribute) (validatex.core.result.ExpectationResult attribute) (validatex.ExpectationResult attribute) Expectation (class in validatex) (class in validatex.core) (class in validatex.core.expectation) expectation_type (validatex.core.Expectation attribute) (validatex.core.expectation.Expectation attribute) (validatex.core.ExpectationResult attribute) (validatex.core.result.ExpectationResult attribute) (validatex.Expectation attribute) (validatex.ExpectationResult attribute) (validatex.expectations.aggregate_expectations.ExpectColumnPairValuesAToBeGreaterThanB attribute) (validatex.expectations.aggregate_expectations.ExpectColumnPairValuesToBeEqual attribute) (validatex.expectations.aggregate_expectations.ExpectCompoundColumnsToBeUnique attribute) (validatex.expectations.aggregate_expectations.ExpectMulticolumnSumToEqual attribute) (validatex.expectations.column_expectations.ExpectColumnDistinctValuesToBeInSet attribute) (validatex.expectations.column_expectations.ExpectColumnMaxToBeBetween attribute) (validatex.expectations.column_expectations.ExpectColumnMeanToBeBetween attribute) (validatex.expectations.column_expectations.ExpectColumnMinToBeBetween attribute) (validatex.expectations.column_expectations.ExpectColumnProportionOfUniqueValuesToBeBetween attribute) (validatex.expectations.column_expectations.ExpectColumnStdevToBeBetween attribute) (validatex.expectations.column_expectations.ExpectColumnToExist attribute) (validatex.expectations.column_expectations.ExpectColumnToNotBeNull attribute) (validatex.expectations.column_expectations.ExpectColumnValueLengthsToBeBetween attribute) (validatex.expectations.column_expectations.ExpectColumnValuesToBeBetween attribute) (validatex.expectations.column_expectations.ExpectColumnValuesToBeDateutilParseable attribute) (validatex.expectations.column_expectations.ExpectColumnValuesToBeInSet attribute) (validatex.expectations.column_expectations.ExpectColumnValuesToBeOfType attribute) (validatex.expectations.column_expectations.ExpectColumnValuesToBeUnique attribute) (validatex.expectations.column_expectations.ExpectColumnValuesToMatchRegex attribute) (validatex.expectations.column_expectations.ExpectColumnValuesToNotBeInSet attribute) (validatex.expectations.table_expectations.ExpectTableColumnCountToEqual attribute) (validatex.expectations.table_expectations.ExpectTableColumnsToMatchOrderedList attribute) (validatex.expectations.table_expectations.ExpectTableColumnsToMatchSet attribute) (validatex.expectations.table_expectations.ExpectTableRowCountToBeBetween attribute) (validatex.expectations.table_expectations.ExpectTableRowCountToEqual attribute)

ExpectationResult (class in validatex) (class in validatex.core) (class in validatex.core.result) expectations (validatex.core.ExpectationSuite attribute) (validatex.core.suite.ExpectationSuite attribute) (validatex.ExpectationSuite attribute) ExpectationSuite (class in validatex) (class in validatex.core) (class in validatex.core.suite) ExpectColumnDistinctValuesToBeInSet (class in validatex.expectations.column_expectations) ExpectColumnMaxToBeBetween (class in validatex.expectations.column_expectations) ExpectColumnMeanToBeBetween (class in validatex.expectations.column_expectations) ExpectColumnMinToBeBetween (class in validatex.expectations.column_expectations) ExpectColumnPairValuesAToBeGreaterThanB (class in validatex.expectations.aggregate_expectations) ExpectColumnPairValuesToBeEqual (class in validatex.expectations.aggregate_expectations) ExpectColumnProportionOfUniqueValuesToBeBetween (class in validatex.expectations.column_expectations) ExpectColumnStdevToBeBetween (class in validatex.expectations.column_expectations) ExpectColumnToExist (class in validatex.expectations.column_expectations) ExpectColumnToNotBeNull (class in validatex.expectations.column_expectations) ExpectColumnValueLengthsToBeBetween (class in validatex.expectations.column_expectations) ExpectColumnValuesToBeBetween (class in validatex.expectations.column_expectations) ExpectColumnValuesToBeDateutilParseable (class in validatex.expectations.column_expectations) ExpectColumnValuesToBeInSet (class in validatex.expectations.column_expectations) ExpectColumnValuesToBeOfType (class in validatex.expectations.column_expectations) ExpectColumnValuesToBeUnique (class in validatex.expectations.column_expectations) ExpectColumnValuesToMatchRegex (class in validatex.expectations.column_expectations) ExpectColumnValuesToNotBeInSet (class in validatex.expectations.column_expectations) ExpectCompoundColumnsToBeUnique (class in validatex.expectations.aggregate_expectations) ExpectMulticolumnSumToEqual (class in validatex.expectations.aggregate_expectations) ExpectTableColumnCountToEqual (class in validatex.expectations.table_expectations) ExpectTableColumnsToMatchOrderedList (class in validatex.expectations.table_expectations) ExpectTableColumnsToMatchSet (class in validatex.expectations.table_expectations) ExpectTableRowCountToBeBetween (class in validatex.expectations.table_expectations) ExpectTableRowCountToEqual (class in validatex.expectations.table_expectations)

F

failed (validatex.ColumnHealthSummary attribute) (validatex.core.result.ColumnHealthSummary attribute) failed_expectations (validatex.core.result.ValidationResult property) (validatex.core.ValidationResult property) (validatex.ValidationResult property)

from_dict() (validatex.core.Expectation class method) (validatex.core.expectation.Expectation class method) (validatex.core.ExpectationSuite class method) (validatex.core.suite.ExpectationSuite class method) (validatex.Expectation class method) (validatex.ExpectationSuite class method)

G

generate() (validatex.reporting.html_report.HTMLReportGenerator method) (validatex.reporting.json_report.JSONReportGenerator method)

get_expectation_class() (in module validatex.core.expectation) get_severity() (in module validatex.core.result)

H

health_score (validatex.ColumnHealthSummary property) (validatex.core.result.ColumnHealthSummary property) HTMLReportGenerator (class in validatex.reporting.html_report)

human_observed (validatex.core.ExpectationResult property) (validatex.core.result.ExpectationResult property) (validatex.ExpectationResult property)

J

JSONReportGenerator (class in validatex.reporting.json_report)

K

kwargs (validatex.core.Expectation attribute) (validatex.core.expectation.Expectation attribute) (validatex.Expectation attribute)

L

list_expectations() (in module validatex.core.expectation) load() (validatex.core.ExpectationSuite class method) (validatex.core.suite.ExpectationSuite class method) (validatex.datasources.base_source.DataSource method) (validatex.datasources.DataSource method) (validatex.ExpectationSuite class method) load_checkpoint() (in module validatex.config.loader) load_data() (validatex.config.loader.CheckpointConfig method) load_pandas() (validatex.datasources.base_source.DataSource method) (validatex.datasources.csv_source.CSVDataSource method) (validatex.datasources.CSVDataSource method) (validatex.datasources.database_source.DatabaseDataSource method) (validatex.datasources.DatabaseDataSource method) (validatex.datasources.dataframe_source.DataFrameSource method) (validatex.datasources.DataFrameSource method) (validatex.datasources.DataSource method) (validatex.datasources.parquet_source.ParquetDataSource method) (validatex.datasources.ParquetDataSource method)

load_spark() (validatex.datasources.base_source.DataSource method) (validatex.datasources.csv_source.CSVDataSource method) (validatex.datasources.CSVDataSource method) (validatex.datasources.database_source.DatabaseDataSource method) (validatex.datasources.DatabaseDataSource method) (validatex.datasources.dataframe_source.DataFrameSource method) (validatex.datasources.DataFrameSource method) (validatex.datasources.DataSource method) (validatex.datasources.parquet_source.ParquetDataSource method) (validatex.datasources.ParquetDataSource method) load_sql() (validatex.datasources.base_source.DataSource method) (validatex.datasources.database_source.DatabaseDataSource method) (validatex.datasources.DatabaseDataSource method) (validatex.datasources.DataSource method) load_suite() (validatex.config.loader.CheckpointConfig method)

M

max_length (validatex.profiler.profiler.ColumnProfile attribute) max_value (validatex.profiler.profiler.ColumnProfile attribute) mean_value (validatex.profiler.profiler.ColumnProfile attribute) median_value (validatex.profiler.profiler.ColumnProfile attribute) meta (validatex.core.Expectation attribute) (validatex.core.expectation.Expectation attribute) (validatex.core.ExpectationResult attribute) (validatex.core.ExpectationSuite attribute) (validatex.core.result.ExpectationResult attribute) (validatex.core.suite.ExpectationSuite attribute) (validatex.Expectation attribute) (validatex.ExpectationResult attribute) (validatex.ExpectationSuite attribute) min_length (validatex.profiler.profiler.ColumnProfile attribute) min_value (validatex.profiler.profiler.ColumnProfile attribute) module validatex validatex.cli validatex.cli.main validatex.config validatex.config.loader validatex.core validatex.core.expectation validatex.core.result validatex.core.suite validatex.core.validator validatex.datasources validatex.datasources.base_source validatex.datasources.csv_source validatex.datasources.database_source validatex.datasources.dataframe_source validatex.datasources.parquet_source validatex.expectations validatex.expectations.aggregate_expectations validatex.expectations.column_expectations validatex.expectations.table_expectations validatex.profiler validatex.profiler.profiler validatex.reporting validatex.reporting.html_report validatex.reporting.json_report

N

name (validatex.config.loader.CheckpointConfig attribute), [1] (validatex.core.ExpectationSuite attribute) (validatex.core.suite.ExpectationSuite attribute) (validatex.ExpectationSuite attribute) (validatex.profiler.profiler.ColumnProfile attribute)

null_count (validatex.ColumnHealthSummary attribute) (validatex.core.result.ColumnHealthSummary attribute) (validatex.profiler.profiler.ColumnProfile attribute) null_percent (validatex.ColumnHealthSummary attribute) (validatex.core.result.ColumnHealthSummary attribute) (validatex.profiler.profiler.ColumnProfile attribute)

O

observed_value (validatex.core.ExpectationResult attribute) (validatex.core.result.ExpectationResult attribute) (validatex.ExpectationResult attribute)

P

ParquetDataSource (class in validatex.datasources) (class in validatex.datasources.parquet_source) passed (validatex.ColumnHealthSummary attribute) (validatex.core.result.ColumnHealthSummary attribute)

profile() (validatex.DataProfiler method) (validatex.profiler.profiler.DataProfiler method)

R

register_expectation() (in module validatex.core.expectation) remove() (validatex.core.ExpectationSuite method) (validatex.core.suite.ExpectationSuite method) (validatex.ExpectationSuite method) report (validatex.config.loader.CheckpointConfig attribute), [1] results (validatex.core.result.ValidationResult attribute) (validatex.core.ValidationResult attribute) (validatex.ValidationResult attribute) row_count (validatex.profiler.profiler.DataProfile attribute)

run() (validatex.core.Validator method) (validatex.core.validator.Validator method) (validatex.Validator method) run_duration_seconds (validatex.core.result.ValidationResult attribute) (validatex.core.ValidationResult attribute) (validatex.ValidationResult attribute) run_time (validatex.core.result.ValidationResult attribute) (validatex.core.ValidationResult attribute) (validatex.ValidationResult attribute)

S

sample_values (validatex.profiler.profiler.ColumnProfile attribute) save() (validatex.core.ExpectationSuite method) (validatex.core.suite.ExpectationSuite method) (validatex.ExpectationSuite method) schema_added_columns (validatex.DriftReport attribute) schema_removed_columns (validatex.DriftReport attribute) schema_type_changes (validatex.DriftReport attribute) severity (validatex.core.ExpectationResult property) (validatex.core.result.ExpectationResult property) (validatex.ExpectationResult property) severity_icon (validatex.core.ExpectationResult property) (validatex.core.result.ExpectationResult property) (validatex.ExpectationResult property) statistics (validatex.core.result.ValidationResult attribute) (validatex.core.ValidationResult attribute) (validatex.ValidationResult attribute) status (validatex.core.ExpectationResult property) (validatex.core.result.ExpectationResult property) (validatex.ExpectationResult property) status_icon (validatex.core.ExpectationResult property) (validatex.core.result.ExpectationResult property) (validatex.ExpectationResult property) std_value (validatex.profiler.profiler.ColumnProfile attribute)

success (validatex.core.ExpectationResult attribute) (validatex.core.result.ExpectationResult attribute) (validatex.core.result.ValidationResult property) (validatex.core.ValidationResult property) (validatex.ExpectationResult attribute) (validatex.ValidationResult property) success_percent (validatex.core.result.ValidationResult property) (validatex.core.ValidationResult property) (validatex.ValidationResult property) successful_expectations (validatex.core.result.ValidationResult property) (validatex.core.ValidationResult property) (validatex.ValidationResult property) suggest_expectations() (validatex.DataProfiler method) (validatex.profiler.profiler.DataProfiler method) suite_name (validatex.core.result.ValidationResult attribute) (validatex.core.ValidationResult attribute) (validatex.ValidationResult attribute) suite_path (validatex.config.loader.CheckpointConfig attribute), [1] summary() (validatex.core.result.ValidationResult method) (validatex.core.ValidationResult method) (validatex.DriftReport method) (validatex.profiler.profiler.DataProfile method) (validatex.ValidationResult method)

T

to_dict() (validatex.ColumnHealthSummary method) (validatex.core.Expectation method) (validatex.core.expectation.Expectation method) (validatex.core.ExpectationResult method) (validatex.core.ExpectationSuite method) (validatex.core.result.ColumnHealthSummary method) (validatex.core.result.ExpectationResult method) (validatex.core.result.ValidationResult method) (validatex.core.suite.ExpectationSuite method) (validatex.core.ValidationResult method) (validatex.DriftReport method) (validatex.Expectation method) (validatex.ExpectationResult method) (validatex.ExpectationSuite method) (validatex.profiler.profiler.ColumnProfile method) (validatex.profiler.profiler.DataProfile method) (validatex.ValidationResult method) to_html() (validatex.core.result.ValidationResult method) (validatex.core.ValidationResult method) (validatex.ValidationResult method)

to_json() (validatex.core.ExpectationSuite method) (validatex.core.result.ValidationResult method) (validatex.core.suite.ExpectationSuite method) (validatex.core.ValidationResult method) (validatex.DriftReport method) (validatex.ExpectationSuite method) (validatex.ValidationResult method) to_json_file() (validatex.core.result.ValidationResult method) (validatex.core.ValidationResult method) (validatex.ValidationResult method) to_native() (in module validatex.core.result) to_yaml() (validatex.core.ExpectationSuite method) (validatex.core.suite.ExpectationSuite method) (validatex.ExpectationSuite method) top_values (validatex.profiler.profiler.ColumnProfile attribute) total_count (validatex.profiler.profiler.ColumnProfile attribute) total_expectations (validatex.core.result.ValidationResult property) (validatex.core.ValidationResult property) (validatex.ValidationResult property) total_rows (validatex.ColumnHealthSummary attribute) (validatex.core.result.ColumnHealthSummary attribute)

U

unexpected_count (validatex.core.ExpectationResult attribute) (validatex.core.result.ExpectationResult attribute) (validatex.ExpectationResult attribute) unexpected_percent (validatex.core.ExpectationResult attribute) (validatex.core.result.ExpectationResult attribute) (validatex.ExpectationResult attribute) unexpected_values (validatex.core.ExpectationResult attribute) (validatex.core.result.ExpectationResult attribute) (validatex.ExpectationResult attribute)

unique_count (validatex.ColumnHealthSummary attribute) (validatex.core.result.ColumnHealthSummary attribute) (validatex.profiler.profiler.ColumnProfile attribute) unique_percent (validatex.ColumnHealthSummary attribute) (validatex.core.result.ColumnHealthSummary attribute) (validatex.profiler.profiler.ColumnProfile attribute)

V

validate() (in module validatex) (in module validatex.core.validator) (validatex.core.Expectation method) (validatex.core.expectation.Expectation method) (validatex.Expectation method) validatex module validatex.cli module validatex.cli.main module validatex.config module validatex.config.loader module validatex.core module validatex.core.expectation module validatex.core.result module validatex.core.suite module validatex.core.validator module validatex.datasources module validatex.datasources.base_source module validatex.datasources.csv_source module

validatex.datasources.database_source module validatex.datasources.dataframe_source module validatex.datasources.parquet_source module validatex.expectations module validatex.expectations.aggregate_expectations module validatex.expectations.column_expectations module validatex.expectations.table_expectations module validatex.profiler module validatex.profiler.profiler module validatex.reporting module validatex.reporting.html_report module validatex.reporting.json_report module ValidationResult (class in validatex) (class in validatex.core) (class in validatex.core.result) Validator (class in validatex) (class in validatex.core) (class in validatex.core.validator)