{ "dataContracts": [ { "tableFQN": "sample_data.ecommerce_db.shopify.dim_customer", "name": "dim_customer_schema_contract", "displayName": "Customer Dimension Schema Contract", "description": "Data contract ensuring the customer dimension table maintains its required schema structure", "status": "Active", "schema": [ { "name": "customer_id", "dataType": "NUMERIC" }, { "name": "email", "dataType": "VARCHAR" }, { "name": "first_name", "dataType": "VARCHAR" }, { "name": "last_name", "dataType": "VARCHAR" }, { "name": "created_at", "dataType": "TIMESTAMP" } ], "effectiveFrom": "2024-01-01T00:00:00Z" }, { "tableFQN": "sample_data.ecommerce_db.shopify.dim_location", "name": "dim_location_semantics_contract", "displayName": "Location Dimension Semantics Contract", "description": "Contract defining semantic rules for the location dimension table to ensure data quality and business logic compliance", "status": "Active", "schema": [ { "name": "location_id", "dataType": "NUMERIC" }, { "name": "shop_id", "dataType": "NUMERIC" }, { "name": "name", "dataType": "VARCHAR" }, { "name": "address", "dataType": "STRUCT" } ], "semantics": [ { "name": "description_exists", "description": "Checks that the description field exists", "rule": "{\"!!\": {\"var\": \"description\"}}", "enabled": true }, { "name": "owners_field_exists", "description": "Checks that the owners field exists", "rule": "{\"!!\": {\"var\": \"owners\"}}", "enabled": true }, { "name": "domains_field_exists", "description": "Checks that the domains field exists", "rule": "{\"!!\": {\"var\": \"domains\"}}", "enabled": true } ], "effectiveFrom": "2024-01-15T00:00:00Z" }, { "tableFQN": "sample_data.ecommerce_db.shopify.dim_address", "name": "dim_address_comprehensive_contract", "displayName": "Address Dimension Comprehensive Contract", "description": "Complete data contract covering schema validation, semantic rules, and data quality expectations for the address dimension table", "status": "Active", "schema": [ { "name": "address_id", "dataType": "NUMERIC" }, { "name": "shop_id", "dataType": "NUMERIC" }, { "name": "first_name", "dataType": "VARCHAR" }, { "name": "last_name", "dataType": "VARCHAR" }, { "name": "address1", "dataType": "VARCHAR" }, { "name": "city", "dataType": "VARCHAR" }, { "name": "region", "dataType": "VARCHAR" }, { "name": "zip", "dataType": "VARCHAR" }, { "name": "country", "dataType": "VARCHAR" }, { "name": "phone", "dataType": "VARCHAR" } ], "semantics": [ { "name": "description_exists", "description": "Checks that the description field exists", "rule": "{\"!!\": {\"var\": \"description\"}}", "enabled": true }, { "name": "owners_field_exists", "description": "Checks that the owners field exists", "rule": "{\"!!\": {\"var\": \"owners\"}}", "enabled": true }, { "name": "domains_field_exists", "description": "Checks that the domains field exists", "rule": "{\"!!\": {\"var\": \"domains\"}}", "enabled": true } ], "qualityExpectations": [ "sample_data.ecommerce_db.shopify.dim_address.table_column_count_equals", "sample_data.ecommerce_db.shopify.dim_address.zip.column_values_to_be_between", "sample_data.ecommerce_db.shopify.dim_address.zip.column_values_to_be_between_with_sample_rows" ], "effectiveFrom": "2024-02-01T00:00:00Z" } ] }