json.schema.tests.testDefinition.json Maven / Gradle / Ivy

Go to download
Show more of this group Show more artifacts with this name
Show all versions of openmetadata-spec Show documentation
There is a newer version: 1.6.0-rc1
{
  "$id": "https://open-metadata.org/schema/tests/testDefinition.json",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "title": "TestDefinition",
  "description": "Test Definition is a type of test using which test cases are created to capture data quality tests against data entities.",
  "type": "object",
  "javaType": "org.openmetadata.schema.tests.TestDefinition",
  "javaInterfaces": ["org.openmetadata.schema.EntityInterface"],
  "definitions": {
    "testPlatform": {
      "javaType": "org.openmetadata.schema.tests.TestPlatform",
      "description": "This schema defines the platform where tests are defined and ran.",
      "type": "string",
      "enum": [
        "OpenMetadata",
        "GreatExpectations",
        "DBT",
        "Deequ",
        "Soda",
        "Other"
      ]
    },
    "testDataType": {
      "javaType": "org.openmetadata.schema.type.TestCaseParameterDataType",
      "description": "This enum defines the type of data stored in a column.",
      "type": "string",
      "enum": [
        "NUMBER",
        "INT",
        "FLOAT",
        "DOUBLE",
        "DECIMAL",
        "TIMESTAMP",
        "TIME",
        "DATE",
        "DATETIME",
        "ARRAY",
        "MAP",
        "SET",
        "STRING",
        "BOOLEAN"
      ]
    },
    "entityType": {
      "javaType": "org.openmetadata.schema.type.TestDefinitionEntityType",
      "description": "This enum defines the type for which this test definition applies to.",
      "type": "string",
      "enum": [
        "TABLE",
        "COLUMN"
      ]
    },
    "testCaseParameterDefinition": {
      "type": "object",
      "javaType": "org.openmetadata.schema.tests.TestCaseParameter",
      "description": "This schema defines the parameters that can be passed for a Test Case.",
      "properties": {
        "name": {
          "description": "name of the parameter.",
          "type": "string"
        },
        "displayName": {
          "description": "Display Name that identifies this parameter name.",
          "type": "string"
        },
        "dataType": {
          "description": "Data type of the parameter (int, date etc.).",
          "$ref": "#/definitions/testDataType"
        },
        "description": {
          "description": "Description of the parameter.",
          "$ref": "../type/basic.json#/definitions/markdown"
        },
        "required": {
          "description": "Is this parameter required.",
          "type": "boolean",
          "default": false
        },
        "optionValues": {
          "description": "List of values that can be passed for this parameter.",
          "type": "array",
          "default": []
        },
        "validationRule": {
          "type": "object",
          "javaType": "org.openmetadata.schema.tests.TestCaseParameterValidationRule",
          "description": "Validation for the test parameter value.",
          "properties": {
            "parameterField": {
              "description": "Name of the parameter to validate against.",
              "type": "string"
            },
            "rule": {
              "javaType": "org.openmetadata.schema.type.TestCaseParameterValidationRuleType",
              "description": "This enum defines the type to use for a parameter validation rule.",
              "type": "string",
              "enum": [
                  "EQUALS",
                  "NOT_EQUALS",
                  "GREATER_THAN_OR_EQUALS",
                  "LESS_THAN_OR_EQUALS"
              ]
            }
          }
        }
      }
    },
    "dataQualityDimensions": {
      "javaType": "org.openmetadata.schema.type.DataQualityDimensions",
      "description": "This enum defines the dimension a test case belongs to.",
      "type": "string",
      "enum": [
        "Completeness",
        "Accuracy",
        "Consistency",
        "Validity",
        "Uniqueness",
        "Integrity",
        "SQL"
      ]
    }
  },
  "properties": {
    "id": {
      "description": "Unique identifier of this test case definition instance.",
      "$ref": "../type/basic.json#/definitions/uuid"
    },
    "name": {
      "description": "Name that identifies this test case.",
      "$ref": "../type/basic.json#/definitions/testCaseEntityName"
    },
    "displayName": {
      "description": "Display Name that identifies this test case.",
      "type": "string"
    },
    "fullyQualifiedName": {
      "description": "FullyQualifiedName same as `name`.",
      "$ref": "../type/basic.json#/definitions/fullyQualifiedEntityName"
    },
    "description": {
      "description": "Description of the testcase.",
      "$ref": "../type/basic.json#/definitions/markdown"
    },
    "entityType": {
      "$ref": "#/definitions/entityType"
    },
    "testPlatforms": {
      "type": "array",
      "items": {
        "$ref": "#/definitions/testPlatform"
      }
    },
    "supportedDataTypes": {
      "type": "array",
      "items": {
        "$ref": "../entity/data/table.json#/definitions/dataType"
      }
    },
    "parameterDefinition": {
      "type": "array",
      "items": {
        "$ref": "#/definitions/testCaseParameterDefinition"
      }
    },
    "dataQualityDimension": {
      "$ref": "#/definitions/dataQualityDimensions"
    },
    "owners": {
      "description": "Owners of this TestCase definition.",
      "$ref": "../type/entityReferenceList.json",
      "default": null
    },
    "provider" : {
      "$ref": "../type/basic.json#/definitions/providerType"
    },
    "version": {
      "description": "Metadata version of the entity.",
      "$ref": "../type/entityHistory.json#/definitions/entityVersion"
    },
    "updatedAt": {
      "description": "Last update time corresponding to the new version of the entity in Unix epoch time milliseconds.",
      "$ref": "../type/basic.json#/definitions/timestamp"
    },
    "updatedBy": {
      "description": "User who made the update.",
      "type": "string"
    },
    "href": {
      "description": "Link to the resource corresponding to this entity.",
      "$ref": "../type/basic.json#/definitions/href"
    },
    "changeDescription": {
      "description": "Change that lead to this version of the entity.",
      "$ref": "../type/entityHistory.json#/definitions/changeDescription"
    },
    "deleted": {
      "description": "When `true` indicates the entity has been soft deleted.",
      "type": "boolean",
      "default": false
    },
    "supportsRowLevelPassedFailed": {
      "description": "When `true` indicates the test case supports row level passed/failed.",
      "type": "boolean",
      "default": false
    },
    "domain" : {
      "description": "Domain the asset belongs to. When not set, the asset inherits the domain from the parent it belongs to.",
      "$ref": "../type/entityReference.json"
    },
    "supportsDynamicAssertion": {
      "description": "When `true` indicates the test case supports dynamic assertions.",
      "type": "boolean",
      "default": false
    }
  },
  "required": ["name", "description", "testPlatforms"],
  "additionalProperties": false
}