OpenMetadata/ingestion/examples/sample_data/dataContracts/dataContracts.json

{
  "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"
    }
  ]
}