API Reference

• enums
  • Aggs
  • FeatureFormattingType
  • FeatureType
  • MDXAggs
  • MappedColumnDataTypes
  • MappedColumnFieldTerminator
  • MappedColumnKeyTerminator
  • TableExistsAction
  • TimeSteps
• Client
  • Client.autogen_semantic_model()
  • Client.clone_project()
  • Client.connect()
  • Client.create_empty_project()
  • Client.get_connected_databases()
  • Client.get_connected_schemas()
  • Client.get_connected_tables()
  • Client.get_connected_warehouses()
  • Client.get_organizations()
  • Client.get_projects()
  • Client.get_published_projects()
  • Client.get_query_columns()
  • Client.get_table_columns()
  • Client.get_version()
  • Client.select_project()
  • Client.unpublish_project()
• DataModel
  • DataModel.add_column_mapping()
  • DataModel.add_level_to_hierarchy()
  • DataModel.add_table()
  • DataModel.bulk_operator()
  • DataModel.clone()
  • DataModel.column_exists()
  • DataModel.create_aggregate_feature()
  • DataModel.create_calculated_column()
  • DataModel.create_calculated_feature()
  • DataModel.create_dataset()
  • DataModel.create_dataset_relationship()
  • DataModel.create_denormalized_categorical_feature()
  • DataModel.create_dimension()
  • DataModel.create_filter_attribute()
  • DataModel.create_hierarchy()
  • DataModel.create_lag_feature()
  • DataModel.create_mapped_columns()
  • DataModel.create_percentage_features()
  • DataModel.create_period_to_date_features()
  • DataModel.create_perspective()
  • DataModel.create_rolling_features()
  • DataModel.create_secondary_attribute()
  • DataModel.create_time_differencing_feature()
  • DataModel.create_user_defined_aggregate()
  • DataModel.cube_id
  • DataModel.dataset_exists()
  • DataModel.delete()
  • DataModel.delete_measures()
  • DataModel.get_all_categorical_feature_names()
  • DataModel.get_all_numeric_feature_names()
  • DataModel.get_columns()
  • DataModel.get_connected_warehouse()
  • DataModel.get_data()
  • DataModel.get_data_direct()
  • DataModel.get_data_jdbc()
  • DataModel.get_data_spark()
  • DataModel.get_data_spark_jdbc()
  • DataModel.get_database_query()
  • DataModel.get_dataset()
  • DataModel.get_dataset_names()
  • DataModel.get_dimension_dataset_names()
  • DataModel.get_dimensions()
  • DataModel.get_fact_dataset_names()
  • DataModel.get_feature_description()
  • DataModel.get_feature_expression()
  • DataModel.get_features()
  • DataModel.get_folders()
  • DataModel.get_hierarchies()
  • DataModel.get_hierarchy_levels()
  • DataModel.id
  • DataModel.is_perspective()
  • DataModel.list_related_datasets()
  • DataModel.list_related_hierarchies()
  • DataModel.name
  • DataModel.project
  • DataModel.submit_atscale_query()
  • DataModel.update_aggregate_feature()
  • DataModel.update_calculated_column()
  • DataModel.update_calculated_feature()
  • DataModel.update_categorical_feature()
  • DataModel.update_dataset()
  • DataModel.update_dimension()
  • DataModel.update_hierarchy()
  • DataModel.update_perspective()
  • DataModel.validate_mdx()
  • DataModel.write_feature_importance()
  • DataModel.writeback()
  • DataModel.writeback_spark()
  • DataModel.writeback_spark_jdbc()
• SQLConnection
  • SQLConnection.clear_auth()
  • SQLConnection.execute_statement()
  • SQLConnection.execute_statements()
  • SQLConnection.platform_type_str
  • SQLConnection.submit_queries()
  • SQLConnection.submit_query()
  • SQLConnection.write_df_to_db()
• SQLAlchemyConnection
  • SQLAlchemyConnection.dispose_engine()
  • SQLAlchemyConnection.execute_statements()
  • SQLAlchemyConnection.submit_queries()
  • SQLAlchemyConnection.write_df_to_db()
• BigQuery
  • BigQuery.clear_auth()
  • BigQuery.execute_statements()
  • BigQuery.platform_type_str
  • BigQuery.submit_queries()
  • BigQuery.write_df_to_db()
• Iris
  • Iris.clear_auth()
  • Iris.execute_statements()
  • Iris.platform_type_str
  • Iris.submit_queries()
  • Iris.write_df_to_db()
• MSSQL
  • MSSQL.clear_auth()
  • MSSQL.platform_type_str
• Redshift
  • Redshift.clear_auth()
  • Redshift.platform_type_str
• Synapse
  • Synapse.clear_auth()
  • Synapse.execute_statements()
  • Synapse.platform_type_str
  • Synapse.submit_queries()
  • Synapse.write_df_to_db()
• Databricks
  • Databricks.clear_auth()
  • Databricks.platform_type_str
  • Databricks.submit_queries()
  • Databricks.write_df_to_db()
• Snowflake
  • Snowflake.clear_auth()
  • Snowflake.platform_type_str
  • Snowflake.write_df_to_db()
• Postgres
  • Postgres.clear_auth()
  • Postgres.platform_type_str
• eda
  • feature_engineering
    • create_binned_feature()
    • create_correlation_feature()
    • create_covariance_feature()
    • create_net_error_calculation()
    • create_one_hot_encoded_features()
    • create_pct_error_calculation()
    • create_percent_change()
    • create_period_to_date()
    • create_scaled_feature_log_transformed()
    • create_scaled_feature_maxabs()
    • create_scaled_feature_minmax()
    • create_scaled_feature_power_transformed()
    • create_scaled_feature_robust()
    • create_scaled_feature_unit_vector_norm()
    • create_scaled_feature_z_score()
    • generate_time_series_features()
    • join_udf()
    • write_linear_regression_model()
    • write_logistic_regression_model()
    • write_snowpark_udf_to_qds()
  • linear_regression()
  • pca()
  • stats
    • corrcoef()
    • covariance()
    • std()
    • variance()
• Project
  • Project.create_data_model()
  • Project.create_snapshot()
  • Project.delete()
  • Project.delete_dataset()
  • Project.delete_snapshot()
  • Project.draft_project_id
  • Project.get_connected_warehouse()
  • Project.get_data_model()
  • Project.get_data_models()
  • Project.get_published_projects()
  • Project.get_snapshots()
  • Project.project_name
  • Project.publish()
  • Project.published_project_id
  • Project.published_project_name
  • Project.restore_snapshot()
  • Project.select_data_model()
  • Project.select_published_project()
  • Project.unpublish()
  • Project.update_snapshot()