content: /**
   * Licensed to the Apache Software Foundation (ASF) under one
   * or more contributor license agreements.  See the NOTICE file
   * distributed with this work for additional information
   * regarding copyright ownership.  The ASF licenses this file
   * to you under the Apache License, Version 2.0 (the
   * "License"); you may not use this file except in compliance
   * with the License.  You may obtain a copy of the License at
   * <p>
   * http://www.apache.org/licenses/LICENSE-2.0
   * <p>
   * Unless required by applicable law or agreed to in writing, software
   * distributed under the License is distributed on an "AS IS" BASIS,
   * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
   * See the License for the specific language governing permissions and
   * limitations under the License.
   */
  
  package org.apache.atlas;
  
  import org.apache.atlas.model.instance.AtlasEntity;
  import org.apache.atlas.model.instance.AtlasEntity.AtlasEntitiesWithExtInfo;
  import org.apache.atlas.model.instance.AtlasEntity.AtlasEntityWithExtInfo;
  import org.apache.atlas.model.instance.AtlasObjectId;
  import org.apache.atlas.model.instance.AtlasStruct;
  import org.apache.atlas.model.typedef.AtlasBaseTypeDef;
  import org.apache.atlas.model.typedef.AtlasBusinessMetadataDef;
  import org.apache.atlas.model.typedef.AtlasClassificationDef;
  import org.apache.atlas.model.typedef.AtlasEntityDef;
  import org.apache.atlas.model.typedef.AtlasEnumDef;
  import org.apache.atlas.model.typedef.AtlasEnumDef.AtlasEnumElementDef;
  import org.apache.atlas.model.typedef.AtlasStructDef;
  import org.apache.atlas.model.typedef.AtlasStructDef.AtlasAttributeDef;
  import org.apache.atlas.model.typedef.AtlasStructDef.AtlasConstraintDef;
  import org.apache.atlas.model.typedef.AtlasTypesDef;
  import org.apache.atlas.type.AtlasTypeUtil;
  import org.apache.commons.collections.CollectionUtils;
  import org.apache.commons.io.FileUtils;
  import org.apache.commons.lang.RandomStringUtils;
  import org.apache.commons.lang.StringUtils;
  import org.slf4j.Logger;
  import org.slf4j.LoggerFactory;
  
  import java.io.File;
  import java.io.FileInputStream;
  import java.io.FileNotFoundException;
  import java.io.IOException;
  import java.io.InputStream;
  import java.math.BigDecimal;
  import java.math.BigInteger;
  import java.util.ArrayList;
  import java.util.Arrays;
  import java.util.Calendar;
  import java.util.Collections;
  import java.util.Date;
  import java.util.HashMap;
  import java.util.List;
  import java.util.Map;
  import java.util.concurrent.atomic.AtomicInteger;
  
  import static org.apache.atlas.model.typedef.AtlasStructDef.AtlasAttributeDef.Cardinality.LIST;
  import static org.apache.atlas.model.typedef.AtlasStructDef.AtlasAttributeDef.Cardinality.SINGLE;
  import static org.apache.atlas.model.typedef.AtlasStructDef.AtlasConstraintDef.CONSTRAINT_PARAM_ATTRIBUTE;
  import static org.apache.atlas.model.typedef.AtlasStructDef.AtlasConstraintDef.CONSTRAINT_TYPE_INVERSE_REF;
  import static org.apache.atlas.model.typedef.AtlasStructDef.AtlasConstraintDef.CONSTRAINT_TYPE_OWNED_REF;
  import static org.apache.atlas.type.AtlasTypeUtil.createBusinessMetadataDef;
  import static org.apache.atlas.type.AtlasTypeUtil.createClassTypeDef;
  import static org.apache.atlas.type.AtlasTypeUtil.createOptionalAttrDef;
  import static org.apache.atlas.type.AtlasTypeUtil.createRequiredAttrDef;
  import static org.apache.atlas.type.AtlasTypeUtil.createStructTypeDef;
  import static org.apache.atlas.type.AtlasTypeUtil.createUniqueRequiredAttrDef;
  import static org.apache.atlas.type.AtlasTypeUtil.getAtlasObjectId;
  
  /**
   * Test utility class.
   */
  public final class TestUtilsV2 {
      private static final Logger LOG = LoggerFactory.getLogger(TestUtilsV2.class);
  
      public static final long   TEST_DATE_IN_LONG   = 1418265358440L;
      public static final String TEST_USER           = "testUser";
      public static final String STRUCT_TYPE         = "struct_type";
      public static final String ENTITY_TYPE         = "entity_type";
      public static final String ENTITY_TYPE_MAP     = "map_entity_type";
      public static final String DEPARTMENT_TYPE     = "Department";
      public static final String EMPLOYEE_TYPE       = "Employee";
      public static final String MANAGER_TYPE        = "Manager";
      public static final String ADDRESS_TYPE        = "Address";
      public static final String DATABASE_TYPE       = "hive_database";
      public static final String DATABASE_NAME       = "foo";
      public static final String TABLE_TYPE          = "hive_table";
      public static final String PROCESS_TYPE        = "hive_process";
      public static final String COLUMN_TYPE         = "column_type";
      public static final String TABLE_NAME          = "bar";
      public static final String CLASSIFICATION      = "classification";
      public static final String NAME                = "name";
      public static final String FETL_CLASSIFICATION = "fetl" + CLASSIFICATION;
      public static final String PII                                             = "PII";
      public static final String PHI                                             = "PHI";
      public static final String SUPER_TYPE_NAME                                 = "Referenceable";
      public static final String STORAGE_DESC_TYPE                               = "hive_storagedesc";
      public static final String PARTITION_STRUCT_TYPE                           = "partition_struct_type";
      public static final String PARTITION_CLASS_TYPE                            = "partition_class_type";
      public static final String SERDE_TYPE                                      = "serdeType";
      public static final String COLUMNS_MAP                                     = "columnsMap";
      public static final String COLUMNS_ATTR_NAME                               = "columns";
      public static final String TABLE_ATTR_NAME                                 = "table";
      public static final String ENTITY_TYPE_WITH_SIMPLE_ATTR                    = "entity_with_simple_attr";
      public static final String ENTITY_TYPE_WITH_NESTED_COLLECTION_ATTR         = "entity_with_nested_collection_attr";
      public static final String ENTITY_TYPE_WITH_COMPLEX_COLLECTION_ATTR        = "entity_with_complex_collection_attr";
      public static final String ENTITY_TYPE_WITH_COMPLEX_COLLECTION_ATTR_DELETE = "entity_with_complex_collection_attr_delete";
  
      private static final AtomicInteger seq = new AtomicInteger();
  
      private TestUtilsV2() {
      }
  
      /**
       * Class Hierarchy is:
       * Department(name : String, employees : Array[Person])
       * Person(name : String, department : Department, manager : Manager)
       * Manager(subordinates : Array[Person]) extends Person
       * <p/>
       * Persons can have SecurityClearance(level : Int) clearance.
       */
      public static AtlasTypesDef defineDeptEmployeeTypes() {
          String description = "_description";
          AtlasEnumDef orgLevelEnum = new AtlasEnumDef("OrgLevel", "OrgLevel" + description, "1.0", Arrays.asList(new AtlasEnumElementDef("L1", "Element" + description, 1), new AtlasEnumElementDef("L2", "Element" + description, 2)));
  
          AtlasStructDef addressDetails = createStructTypeDef("Address", "Address" + description, createRequiredAttrDef("street", "string"), createRequiredAttrDef("city", "string"));
  
          AtlasEntityDef deptTypeDef = createClassTypeDef(DEPARTMENT_TYPE, "Department" + description, Collections.emptySet(), createUniqueRequiredAttrDef("name", "string"), new AtlasAttributeDef("employees", String.format("array<%s>", "Employee"), true, SINGLE, 0, 1, false, false, false,
                  new ArrayList<AtlasStructDef.AtlasConstraintDef>() {{
                              add(new AtlasStructDef.AtlasConstraintDef(CONSTRAINT_TYPE_OWNED_REF));
                  }}));
  
          AtlasEntityDef personTypeDef = createClassTypeDef("Person", "Person" + description, Collections.emptySet(),
                  createUniqueRequiredAttrDef("name", "string"),
                  createOptionalAttrDef("address", "Address"),
                  createOptionalAttrDef("birthday", "date"),
                  createOptionalAttrDef("hasPets", "boolean"),
                  createOptionalAttrDef("numberOfCars", "byte"),
                  createOptionalAttrDef("houseNumber", "short"),
                  createOptionalAttrDef("carMileage", "int"),
                  createOptionalAttrDef("age", "float"),
                  createOptionalAttrDef("numberOfStarsEstimate", "biginteger"),
                  createOptionalAttrDef("approximationOfPi", "bigdecimal"));
  
          AtlasEntityDef employeeTypeDef = createClassTypeDef("Employee", "Employee" + description, Collections.singleton("Person"),
                  createOptionalAttrDef("orgLevel", "OrgLevel"),
                  new AtlasAttributeDef("department", "Department", false, SINGLE, 1, 1, false, false, false, new ArrayList<>()),
                  new AtlasAttributeDef("manager", "Manager", true, SINGLE, 0, 1, false, false, false,
                          new ArrayList<>(Collections.singletonList((new AtlasConstraintDef(CONSTRAINT_TYPE_INVERSE_REF, createMap(CONSTRAINT_PARAM_ATTRIBUTE, "subordinates")))))),
                  new AtlasAttributeDef("mentor", EMPLOYEE_TYPE, true, SINGLE, 0, 1, false, false, false, Collections.emptyList()), createOptionalAttrDef("shares", "long"), createOptionalAttrDef("salary", "double"));
  
          employeeTypeDef.getAttribute("department").addConstraint(new AtlasConstraintDef(CONSTRAINT_TYPE_INVERSE_REF,
                  new HashMap<String, Object>() {{
                      put(CONSTRAINT_PARAM_ATTRIBUTE, "employees");
                  }}));
  
          AtlasEntityDef managerTypeDef = createClassTypeDef("Manager", "Manager" + description, Collections.singleton("Employee"), new AtlasAttributeDef("subordinates", String.format("array<%s>", "Employee"), false, AtlasAttributeDef.Cardinality.SET, 1, 10, false, false, false, Collections.emptyList()));
  
          AtlasClassificationDef securityClearanceTypeDef = AtlasTypeUtil.createTraitTypeDef("SecurityClearance", "SecurityClearance" + description, Collections.emptySet(), createRequiredAttrDef("level", "int"));
  
          AtlasTypesDef ret = new AtlasTypesDef(Collections.singletonList(orgLevelEnum), Collections.singletonList(addressDetails), Collections.singletonList(securityClearanceTypeDef), Arrays.asList(deptTypeDef, personTypeDef, employeeTypeDef, managerTypeDef));
  
          populateSystemAttributes(ret);
  
          return ret;
      }
  
      public static AtlasTypesDef defineInverseReferenceTestTypes() {
          AtlasEntityDef aDef = createClassTypeDef("A", Collections.emptySet(),
                  createUniqueRequiredAttrDef("name", "string"),
                  new AtlasAttributeDef("b", "B", true, SINGLE, 0, 1, false, false, false, Collections.emptyList()), // 1-1
                  new AtlasAttributeDef("oneB", "B", true, SINGLE, 0, 1, false, false, false, Collections.emptyList()), // 1-*
                  new AtlasAttributeDef("manyB", AtlasBaseTypeDef.getArrayTypeName("B"), true, SINGLE, 0, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("mapToB", AtlasBaseTypeDef.getMapTypeName("string", "B"), true, SINGLE, 0, 1, false, false, false, Collections.singletonList(new AtlasConstraintDef(CONSTRAINT_TYPE_INVERSE_REF, Collections.singletonMap(CONSTRAINT_PARAM_ATTRIBUTE, "mappedFromA"))))); // *-*
  
          AtlasEntityDef bDef = createClassTypeDef("B", Collections.emptySet(),
                  createUniqueRequiredAttrDef("name", "string"),
                  new AtlasAttributeDef("a", "A", true, SINGLE, 0, 1, false, false, false, Collections.singletonList(new AtlasConstraintDef(CONSTRAINT_TYPE_INVERSE_REF, Collections.singletonMap(CONSTRAINT_PARAM_ATTRIBUTE, "b")))),
                  new AtlasAttributeDef("manyA", AtlasBaseTypeDef.getArrayTypeName("A"), true, SINGLE, 0, 1, false, false, false, Collections.singletonList(new AtlasConstraintDef(CONSTRAINT_TYPE_INVERSE_REF, Collections.singletonMap(CONSTRAINT_PARAM_ATTRIBUTE, "oneB")))),
                  new AtlasAttributeDef("manyToManyA", AtlasBaseTypeDef.getArrayTypeName("A"), true, SINGLE, 0, 1, false, false, false, Collections.singletonList(new AtlasConstraintDef(CONSTRAINT_TYPE_INVERSE_REF, Collections.singletonMap(CONSTRAINT_PARAM_ATTRIBUTE, "manyB")))),
                  new AtlasAttributeDef("mappedFromA", "A", true, SINGLE, 0, 1, false, false, false, Collections.emptyList()));
  
          AtlasTypesDef ret = new AtlasTypesDef(Collections.emptyList(), Collections.emptyList(), Collections.emptyList(), Arrays.asList(aDef, bDef));
  
          populateSystemAttributes(ret);
  
          return ret;
      }
  
      public static AtlasTypesDef defineValidUpdatedDeptEmployeeTypes() {
          String description = "_description_updated";
          AtlasEnumDef orgLevelEnum = new AtlasEnumDef("OrgLevel", "OrgLevel" + description, "1.0", Arrays.asList(new AtlasEnumElementDef("L1", "Element" + description, 1), new AtlasEnumElementDef("L2", "Element" + description, 2)));
  
          AtlasStructDef addressDetails = createStructTypeDef("Address", "Address" + description, createRequiredAttrDef("street", "string"), createRequiredAttrDef("city", "string"), createOptionalAttrDef("zip", "int"));
  
          AtlasEntityDef deptTypeDef =
                  createClassTypeDef(DEPARTMENT_TYPE, "Department" + description,
                          Collections.emptySet(),
                          createUniqueRequiredAttrDef("name", "string"),
                          createOptionalAttrDef("dep-code", "string"),
                          new AtlasAttributeDef("employees", String.format("array<%s>", "Employee"), true,
                                  SINGLE, 0, 1, false, false, false,
                                  new ArrayList<AtlasStructDef.AtlasConstraintDef>() {{
                                      add(new AtlasStructDef.AtlasConstraintDef(CONSTRAINT_TYPE_OWNED_REF));
                                  }}));
  
          AtlasEntityDef personTypeDef = createClassTypeDef("Person", "Person" + description, Collections.emptySet(),
                  createUniqueRequiredAttrDef("name", "string"),
                  createOptionalAttrDef("email", "string"),
                  createOptionalAttrDef("address", "Address"),
                  createOptionalAttrDef("birthday", "date"),
                  createOptionalAttrDef("hasPets", "boolean"),
                  createOptionalAttrDef("numberOfCars", "byte"),
                  createOptionalAttrDef("houseNumber", "short"),
                  createOptionalAttrDef("carMileage", "int"),
                  createOptionalAttrDef("age", "float"),
                  createOptionalAttrDef("numberOfStarsEstimate", "biginteger"),
                  createOptionalAttrDef("approximationOfPi", "bigdecimal"));
  
          AtlasEntityDef employeeTypeDef = createClassTypeDef("Employee", "Employee" + description, Collections.singleton("Person"),
                  createOptionalAttrDef("orgLevel", "OrgLevel"),
                  createOptionalAttrDef("empCode", "string"),
                  new AtlasAttributeDef("department", "Department", false, SINGLE, 1, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("manager", "Manager", true, SINGLE, 0, 1, false, false, false,
                          new ArrayList<>(Collections.singletonList(new AtlasConstraintDef(CONSTRAINT_TYPE_INVERSE_REF, createMap(CONSTRAINT_PARAM_ATTRIBUTE, "subordinates"))))),
                  new AtlasAttributeDef("mentor", EMPLOYEE_TYPE, true, SINGLE, 0, 1, false, false, false, Collections.emptyList()),
                  createOptionalAttrDef("shares", "long"),
                  createOptionalAttrDef("salary", "double"));
  
          AtlasEntityDef managerTypeDef = createClassTypeDef("Manager", "Manager" + description,
                  Collections.singleton("Employee"),
                  new AtlasAttributeDef("subordinates", String.format("array<%s>", "Employee"), false, AtlasAttributeDef.Cardinality.SET,
                          1, 10, false, false, false,
                          Collections.emptyList()));
  
          AtlasClassificationDef securityClearanceTypeDef =
                  AtlasTypeUtil.createTraitTypeDef("SecurityClearance", "SecurityClearance" + description, Collections.emptySet(),
                          createRequiredAttrDef("level", "int"));
  
          AtlasTypesDef ret = new AtlasTypesDef(Collections.singletonList(orgLevelEnum),
                  Collections.singletonList(addressDetails),
                  Collections.singletonList(securityClearanceTypeDef),
                  Arrays.asList(deptTypeDef, personTypeDef, employeeTypeDef, managerTypeDef));
  
          populateSystemAttributes(ret);
  
          return ret;
      }
  
      public static AtlasTypesDef defineInvalidUpdatedDeptEmployeeTypes() {
          String description = "_description_updated";
          // Test ordinal changes
          AtlasEnumDef orgLevelEnum =
                  new AtlasEnumDef("OrgLevel", "OrgLevel" + description, "1.0",
                          Arrays.asList(new AtlasEnumElementDef("L2", "Element" + description, 1), new AtlasEnumElementDef("L1", "Element" + description, 2), new AtlasEnumElementDef("L3", "Element" + description, 3)));
  
          AtlasStructDef addressDetails =
                  createStructTypeDef("Address", "Address" + description,
                          createRequiredAttrDef("street", "string"),
                          createRequiredAttrDef("city", "string"),
                          createRequiredAttrDef("zip", "int"));
  
          AtlasEntityDef deptTypeDef =
                  createClassTypeDef(DEPARTMENT_TYPE, "Department" + description, Collections.emptySet(),
                          createRequiredAttrDef("name", "string"),
                          createRequiredAttrDef("dep-code", "string"),
                          new AtlasAttributeDef("employees", String.format("array<%s>", "Person"), true, SINGLE, 0, 1, false, false, false, new ArrayList<>(Collections.singletonList(new AtlasStructDef.AtlasConstraintDef(CONSTRAINT_TYPE_OWNED_REF)))));
  
          AtlasEntityDef personTypeDef = createClassTypeDef("Person", "Person" + description, Collections.emptySet(),
                  createRequiredAttrDef("name", "string"),
                  createRequiredAttrDef("emp-code", "string"),
                  createOptionalAttrDef("orgLevel", "OrgLevel"),
                  createOptionalAttrDef("address", "Address"),
                  new AtlasAttributeDef("department", "Department", false, SINGLE, 1, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("manager", "Manager", true, SINGLE, 0, 1, false, false, false, new ArrayList<>(Collections.singletonList(new AtlasConstraintDef(CONSTRAINT_TYPE_INVERSE_REF, createMap(CONSTRAINT_PARAM_ATTRIBUTE, "subordinates"))))),
                  new AtlasAttributeDef("mentor", "Person", true, SINGLE, 0, 1, false, false, false, Collections.emptyList()),
                  createOptionalAttrDef("birthday", "date"),
                  createOptionalAttrDef("hasPets", "boolean"),
                  createOptionalAttrDef("numberOfCars", "byte"),
                  createOptionalAttrDef("houseNumber", "short"),
                  createOptionalAttrDef("carMileage", "int"),
                  createOptionalAttrDef("shares", "long"),
                  createOptionalAttrDef("salary", "double"),
                  createRequiredAttrDef("age", "float"),
                  createOptionalAttrDef("numberOfStarsEstimate", "biginteger"),
                  createOptionalAttrDef("approximationOfPi", "bigdecimal"));
  
          AtlasTypesDef ret = new AtlasTypesDef(Collections.singletonList(orgLevelEnum),
                  Collections.singletonList(addressDetails),
                  Collections.emptyList(),
                  Arrays.asList(deptTypeDef, personTypeDef));
  
          populateSystemAttributes(ret);
  
          return ret;
      }
  
      public static AtlasEntitiesWithExtInfo createDeptEg2() {
          AtlasEntitiesWithExtInfo entitiesWithExtInfo = new AtlasEntitiesWithExtInfo();
  
          /******* Department - HR *******/
          AtlasEntity   hrDept   = new AtlasEntity(DEPARTMENT_TYPE, "name", "hr");
          AtlasObjectId hrDeptId = getAtlasObjectId(hrDept);
  
          /******* Address Entities *******/
          AtlasStruct janeAddr = new AtlasStruct(ADDRESS_TYPE);
          janeAddr.setAttribute("street", "Great America Parkway");
          janeAddr.setAttribute("city", "Santa Clara");
  
          AtlasStruct juliusAddr = new AtlasStruct(ADDRESS_TYPE);
          juliusAddr.setAttribute("street", "Madison Ave");
          juliusAddr.setAttribute("city", "Newtonville");
  
          AtlasStruct maxAddr = new AtlasStruct(ADDRESS_TYPE);
          maxAddr.setAttribute("street", "Ripley St");
          maxAddr.setAttribute("city", "Newton");
  
          AtlasStruct johnAddr = new AtlasStruct(ADDRESS_TYPE);
          johnAddr.setAttribute("street", "Stewart Drive");
          johnAddr.setAttribute("city", "Sunnyvale");
  
          /******* Manager - Jane (John and Max subordinates) *******/
          AtlasEntity   jane   = new AtlasEntity(MANAGER_TYPE);
          AtlasObjectId janeId = getAtlasObjectId(jane);
          jane.setAttribute("name", "Jane");
          jane.setAttribute("department", hrDeptId);
          jane.setAttribute("address", janeAddr);
  
          /******* Manager - Julius (no subordinates) *******/
          AtlasEntity   julius   = new AtlasEntity(MANAGER_TYPE);
          AtlasObjectId juliusId = getAtlasObjectId(julius);
          julius.setAttribute("name", "Julius");
          julius.setAttribute("department", hrDeptId);
          julius.setAttribute("address", juliusAddr);
          julius.setAttribute("subordinates", Collections.emptyList());
  
          /******* Employee - Max (Manager: Jane, Mentor: Julius) *******/
          AtlasEntity   max   = new AtlasEntity(EMPLOYEE_TYPE);
          AtlasObjectId maxId = getAtlasObjectId(max);
          max.setAttribute("name", "Max");
          max.setAttribute("department", hrDeptId);
          max.setAttribute("address", maxAddr);
          max.setAttribute("manager", janeId);
          max.setAttribute("mentor", juliusId);
          max.setAttribute("birthday", new Date(1979, Calendar.APRIL, 15));
          max.setAttribute("hasPets", true);
          max.setAttribute("age", 36);
          max.setAttribute("numberOfCars", 2);
          max.setAttribute("houseNumber", 17);
          max.setAttribute("carMileage", 13);
          max.setAttribute("shares", Long.MAX_VALUE);
          max.setAttribute("salary", Double.MAX_VALUE);
          max.setAttribute("numberOfStarsEstimate", new BigInteger("1000000000000000000000000000000"));
          max.setAttribute("approximationOfPi", new BigDecimal("3.1415926535897932"));
  
          /******* Employee - John (Manager: Jane, Mentor: Max) *******/
          AtlasEntity   john   = new AtlasEntity(EMPLOYEE_TYPE);
          AtlasObjectId johnId = getAtlasObjectId(john);
          john.setAttribute("name", "John");
          john.setAttribute("department", hrDeptId);
          john.setAttribute("address", johnAddr);
          john.setAttribute("manager", janeId);
          john.setAttribute("mentor", maxId);
          john.setAttribute("birthday", new Date(1950, Calendar.JUNE, 15));
          john.setAttribute("hasPets", true);
          john.setAttribute("numberOfCars", 1);
          john.setAttribute("houseNumber", 153);
          john.setAttribute("carMileage", 13364);
          john.setAttribute("shares", 15000);
          john.setAttribute("salary", 123345.678);
          john.setAttribute("age", 50);
          john.setAttribute("numberOfStarsEstimate", new BigInteger("1000000000000000000000"));
          john.setAttribute("approximationOfPi", new BigDecimal("3.141592653589793238462643383279502884197169399375105820974944592307816406286"));
  
          jane.setAttribute("subordinates", Arrays.asList(johnId, maxId));
          hrDept.setAttribute("employees", Arrays.asList(janeId, juliusId, maxId, johnId));
  
          entitiesWithExtInfo.addEntity(hrDept);
          entitiesWithExtInfo.addEntity(jane);
          entitiesWithExtInfo.addEntity(julius);
          entitiesWithExtInfo.addEntity(max);
          entitiesWithExtInfo.addEntity(john);
  
          return entitiesWithExtInfo;
      }
  
      public static Map<String, AtlasEntity> createDeptEg1() {
          Map<String, AtlasEntity> deptEmpEntities = new HashMap<>();
  
          AtlasEntity hrDept = new AtlasEntity(DEPARTMENT_TYPE);
          AtlasEntity john   = new AtlasEntity(EMPLOYEE_TYPE);
  
          AtlasEntity jane       = new AtlasEntity("Manager");
          AtlasEntity johnAddr   = new AtlasEntity("Address");
          AtlasEntity janeAddr   = new AtlasEntity("Address");
          AtlasEntity julius     = new AtlasEntity("Manager");
          AtlasEntity juliusAddr = new AtlasEntity("Address");
          AtlasEntity max        = new AtlasEntity(EMPLOYEE_TYPE);
          AtlasEntity maxAddr    = new AtlasEntity("Address");
  
          AtlasObjectId deptId = new AtlasObjectId(hrDept.getGuid(), hrDept.getTypeName());
          hrDept.setAttribute("name", "hr");
          john.setAttribute("name", "John");
          john.setAttribute("department", deptId);
          johnAddr.setAttribute("street", "Stewart Drive");
          johnAddr.setAttribute("city", "Sunnyvale");
          john.setAttribute("address", johnAddr);
  
          john.setAttribute("birthday", new Date(1950, Calendar.JUNE, 15));
          john.setAttribute("hasPets", true);
          john.setAttribute("numberOfCars", 1);
          john.setAttribute("houseNumber", 153);
          john.setAttribute("carMileage", 13364);
          john.setAttribute("shares", 15000);
          john.setAttribute("salary", 123345.678);
          john.setAttribute("age", 50);
          john.setAttribute("numberOfStarsEstimate", new BigInteger("1000000000000000000000"));
          john.setAttribute("approximationOfPi", new BigDecimal("3.141592653589793238462643383279502884197169399375105820974944592307816406286"));
  
          jane.setAttribute("name", "Jane");
          jane.setAttribute("department", deptId);
          janeAddr.setAttribute("street", "Great America Parkway");
          janeAddr.setAttribute("city", "Santa Clara");
          jane.setAttribute("address", janeAddr);
          janeAddr.setAttribute("street", "Great America Parkway");
  
          julius.setAttribute("name", "Julius");
          julius.setAttribute("department", deptId);
          juliusAddr.setAttribute("street", "Madison Ave");
          juliusAddr.setAttribute("city", "Newtonville");
          julius.setAttribute("address", juliusAddr);
          julius.setAttribute("subordinates", Collections.emptyList());
  
          AtlasObjectId janeId = getAtlasObjectId(jane);
          AtlasObjectId johnId = getAtlasObjectId(john);
  
          //TODO - Change to MANAGER_TYPE for JULIUS
          AtlasObjectId maxId    = new AtlasObjectId(max.getGuid(), EMPLOYEE_TYPE);
          AtlasObjectId juliusId = new AtlasObjectId(julius.getGuid(), EMPLOYEE_TYPE);
  
          max.setAttribute("name", "Max");
          max.setAttribute("department", deptId);
          maxAddr.setAttribute("street", "Ripley St");
          maxAddr.setAttribute("city", "Newton");
          max.setAttribute("address", maxAddr);
          max.setAttribute("manager", janeId);
          max.setAttribute("mentor", juliusId);
          max.setAttribute("birthday", new Date(1979, Calendar.APRIL, 15));
          max.setAttribute("hasPets", true);
          max.setAttribute("age", 36);
          max.setAttribute("numberOfCars", 2);
          max.setAttribute("houseNumber", 17);
          max.setAttribute("carMileage", 13);
          max.setAttribute("shares", Long.MAX_VALUE);
          max.setAttribute("salary", Double.MAX_VALUE);
          max.setAttribute("numberOfStarsEstimate", new BigInteger("1000000000000000000000000000000"));
          max.setAttribute("approximationOfPi", new BigDecimal("3.1415926535897932"));
  
          john.setAttribute("manager", janeId);
          john.setAttribute("mentor", maxId);
          hrDept.setAttribute("employees", Arrays.asList(johnId, janeId, juliusId, maxId));
  
          jane.setAttribute("subordinates", Arrays.asList(johnId, maxId));
  
          deptEmpEntities.put(jane.getGuid(), jane);
          deptEmpEntities.put(john.getGuid(), john);
          deptEmpEntities.put(julius.getGuid(), julius);
          deptEmpEntities.put(max.getGuid(), max);
          deptEmpEntities.put(deptId.getGuid(), hrDept);
          return deptEmpEntities;
      }
  
      public static AtlasTypesDef simpleType() {
          AtlasEntityDef superTypeDefinition =
                  createClassTypeDef("h_type", Collections.emptySet(),
                          createOptionalAttrDef("attr", "string"));
  
          AtlasStructDef structTypeDefinition = new AtlasStructDef("s_type", "structType", "1.0",
                  Collections.singletonList(createRequiredAttrDef("name", "string")));
  
          AtlasClassificationDef traitTypeDefinition =
                  AtlasTypeUtil.createTraitTypeDef("t_type", "traitType", Collections.emptySet());
  
          AtlasEnumDef enumTypeDefinition = new AtlasEnumDef("e_type", "enumType", "1.0",
                  Collections.singletonList(new AtlasEnumElementDef("ONE", "Element Description", 1)));
  
          AtlasTypesDef ret = AtlasTypeUtil.getTypesDef(Collections.singletonList(enumTypeDefinition), Collections.singletonList(structTypeDefinition),
                  Collections.singletonList(traitTypeDefinition), Collections.singletonList(superTypeDefinition));
  
          populateSystemAttributes(ret);
  
          return ret;
      }
  
      public static AtlasTypesDef simpleTypeUpdated() {
          AtlasEntityDef superTypeDefinition =
                  createClassTypeDef("h_type", Collections.emptySet(),
                          createOptionalAttrDef("attr", "string"));
  
          AtlasEntityDef newSuperTypeDefinition =
                  createClassTypeDef("new_h_type", Collections.emptySet(),
                          createOptionalAttrDef("attr", "string"));
  
          AtlasStructDef structTypeDefinition = new AtlasStructDef("s_type", "structType", "1.0",
                  Collections.singletonList(createRequiredAttrDef("name", "string")));
  
          AtlasClassificationDef traitTypeDefinition =
                  AtlasTypeUtil.createTraitTypeDef("t_type", "traitType", Collections.emptySet());
  
          AtlasEnumDef enumTypeDefinition = new AtlasEnumDef("e_type", "enumType",
                  Collections.singletonList(new AtlasEnumElementDef("ONE", "Element Description", 1)));
          AtlasTypesDef ret = AtlasTypeUtil.getTypesDef(Collections.singletonList(enumTypeDefinition), Collections.singletonList(structTypeDefinition),
                  Collections.singletonList(traitTypeDefinition), Arrays.asList(superTypeDefinition, newSuperTypeDefinition));
  
          populateSystemAttributes(ret);
  
          return ret;
      }
  
      public static AtlasTypesDef simpleTypeUpdatedDiff() {
          AtlasEntityDef newSuperTypeDefinition =
                  createClassTypeDef("new_h_type", Collections.emptySet(),
                          createOptionalAttrDef("attr", "string"));
  
          AtlasTypesDef ret = AtlasTypeUtil.getTypesDef(Collections.emptyList(),
                  Collections.emptyList(),
                  Collections.emptyList(),
                  Collections.singletonList(newSuperTypeDefinition));
  
          populateSystemAttributes(ret);
  
          return ret;
      }
  
      public static AtlasTypesDef defineSimpleAttrType() {
          AtlasAttributeDef attrPuArray = new AtlasAttributeDef("puArray", "array<string>", true, SINGLE, 1, 1, false, false, false, null);
          AtlasAttributeDef attrPuMap   = new AtlasAttributeDef("puMap", "map<string,string>", true, SINGLE, 1, 1, false, false, false, null);
  
          attrPuArray.setOption(AtlasAttributeDef.ATTRDEF_OPTION_APPEND_ON_PARTIAL_UPDATE, "true");
          attrPuMap.setOption(AtlasAttributeDef.ATTRDEF_OPTION_APPEND_ON_PARTIAL_UPDATE, "true");
  
          AtlasEntityDef simpleAttributesEntityType =
                  createClassTypeDef(ENTITY_TYPE_WITH_SIMPLE_ATTR, ENTITY_TYPE_WITH_SIMPLE_ATTR + "_description", null,
                          createUniqueRequiredAttrDef("name", "string"),
                          new AtlasAttributeDef("stringAtrr", "string", true, SINGLE, 1, 1, false, false, false, null),
                          new AtlasAttributeDef("arrayOfStrings", "array<string>", true, SINGLE, 1, 1, false, false, false, null),
                          new AtlasAttributeDef("mapOfStrings", "map<string,string>", true, SINGLE, 1, 1, false, false, false, null), attrPuArray, attrPuMap);
  
          return AtlasTypeUtil.getTypesDef(Collections.emptyList(),
                  Collections.emptyList(),
                  Collections.emptyList(),
                  Collections.singletonList(simpleAttributesEntityType));
      }
  
      public static AtlasEntityWithExtInfo createSimpleAttrTypeEntity() {
          AtlasEntity entity = new AtlasEntity(ENTITY_TYPE_WITH_SIMPLE_ATTR);
  
          entity.setAttribute(NAME, ENTITY_TYPE_WITH_SIMPLE_ATTR);
          entity.setAttribute("stringAtrr", "DummyThree");
          entity.setAttribute("arrayOfStrings", Arrays.asList("DummyOne", "DummyTwo"));
          entity.setAttribute("mapOfStrings", Collections.singletonMap("one", "DummyString"));
          entity.setAttribute("puArray", Arrays.asList("DummyOne", "DummyTwo"));
          entity.setAttribute("puMap", Collections.singletonMap("one", "DummyString"));
  
          return new AtlasEntityWithExtInfo(entity);
      }
  
      public static AtlasTypesDef defineEnumTypes() {
          String description = "_description";
          AtlasEnumDef myEnum =
                  new AtlasEnumDef("ENUM_1", "ENUM_1" + description, "1.0",
                          Arrays.asList(new AtlasEnumElementDef("USER", "Element" + description, 1), new AtlasEnumElementDef("ROLE", "Element" + description, 2), new AtlasEnumElementDef("GROUP", "Element" + description, 3)));
  
          AtlasTypesDef ret = AtlasTypeUtil.getTypesDef(Collections.singletonList(myEnum),
                  new ArrayList<>(), new ArrayList<>(), new ArrayList<>(), new ArrayList<>(), new ArrayList<>());
  
          populateSystemAttributes(ret);
  
          return ret;
      }
  
      public static AtlasTypesDef defineBusinessMetadataTypes() {
          String              description = "_description";
          Map<String, String> options     = new HashMap<>();
          options.put("maxStrLength", "20");
  
          AtlasBusinessMetadataDef bmNoApplicableTypes = createBusinessMetadataDef("bmNoApplicableTypes", description, "1.0",
                  createOptionalAttrDef("attr0", "string", options, description));
  
          AtlasBusinessMetadataDef bmNoAttributes = createBusinessMetadataDef("bmNoAttributes", description, "1.0", null);
  
          options.put("applicableEntityTypes", "[\"" + DATABASE_TYPE + "\",\"" + TABLE_TYPE + "\"]");
  
          AtlasBusinessMetadataDef bmWithAllTypes = createBusinessMetadataDef("bmWithAllTypes", description, "1.0",
                  createOptionalAttrDef("attr1", AtlasBusinessMetadataDef.ATLAS_TYPE_BOOLEAN, options, description),
                  createOptionalAttrDef("attr2", AtlasBusinessMetadataDef.ATLAS_TYPE_BYTE, options, description),
                  createOptionalAttrDef("attr3", AtlasBusinessMetadataDef.ATLAS_TYPE_SHORT, options, description),
                  createOptionalAttrDef("attr4", AtlasBusinessMetadataDef.ATLAS_TYPE_INT, options, description),
                  createOptionalAttrDef("attr5", AtlasBusinessMetadataDef.ATLAS_TYPE_LONG, options, description),
                  createOptionalAttrDef("attr6", AtlasBusinessMetadataDef.ATLAS_TYPE_FLOAT, options, description),
                  createOptionalAttrDef("attr7", AtlasBusinessMetadataDef.ATLAS_TYPE_DOUBLE, options, description),
                  createOptionalAttrDef("attr8", AtlasBusinessMetadataDef.ATLAS_TYPE_STRING, options, description),
                  createOptionalAttrDef("attr9", AtlasBusinessMetadataDef.ATLAS_TYPE_DATE, options, description),
                  createOptionalAttrDef("attr10", "ENUM_1", options, description));
  
          AtlasBusinessMetadataDef bmWithAllTypesMV = createBusinessMetadataDef("bmWithAllTypesMV", description, "1.0",
                  createOptionalAttrDef("attr11", "array<boolean>", options, description),
                  createOptionalAttrDef("attr12", "array<byte>", options, description),
                  createOptionalAttrDef("attr13", "array<short>", options, description),
                  createOptionalAttrDef("attr14", "array<int>", options, description),
                  createOptionalAttrDef("attr15", "array<long>", options, description),
                  createOptionalAttrDef("attr16", "array<float>", options, description),
                  createOptionalAttrDef("attr17", "array<double>", options, description),
                  createOptionalAttrDef("attr18", "array<string>", options, description),
                  createOptionalAttrDef("attr19", "array<date>", options, description),
                  createOptionalAttrDef("attr20", "array<ENUM_1>", options, description));
  
          options.put("applicableEntityTypes", "[\"" + SUPER_TYPE_NAME + "\"]");
  
          AtlasBusinessMetadataDef bmWithSuperType = createBusinessMetadataDef("bmWithSuperType", description, "1.0",
                  createOptionalAttrDef("attrSuperBoolean", AtlasBusinessMetadataDef.ATLAS_TYPE_BOOLEAN, options, description),
                  createOptionalAttrDef("attrSuperString", AtlasBusinessMetadataDef.ATLAS_TYPE_STRING, options, description));
  
          AtlasTypesDef ret = AtlasTypeUtil.getTypesDef(new ArrayList<>(),
                  new ArrayList<>(), new ArrayList<>(),
                  new ArrayList<>(), new ArrayList<>(),
                  Arrays.asList(bmNoApplicableTypes, bmNoAttributes, bmWithAllTypes, bmWithAllTypesMV, bmWithSuperType));
  
          populateSystemAttributes(ret);
  
          return ret;
      }
  
      public static AtlasTypesDef defineHiveTypes() {
          String description = "_description";
          AtlasEntityDef superTypeDefinition =
                  createClassTypeDef(SUPER_TYPE_NAME, "SuperType_description", Collections.emptySet(),
                          createOptionalAttrDef("namespace", "string"),
                          createOptionalAttrDef("cluster", "string"),
                          createOptionalAttrDef("colo", "string"));
          AtlasEntityDef databaseTypeDefinition =
                  createClassTypeDef(DATABASE_TYPE, DATABASE_TYPE + description, Collections.singleton(SUPER_TYPE_NAME),
                          createUniqueRequiredAttrDef(NAME, "string"),
                          createOptionalAttrDef("isReplicated", "boolean"),
                          createOptionalAttrDef("created", "string"),
                          createOptionalAttrDef("parameters", "map<string,string>"),
                          createRequiredAttrDef("description", "string"));
  
          AtlasStructDef structTypeDefinition = new AtlasStructDef("serdeType", "serdeType" + description, "1.0",
                  Arrays.asList(
                          createRequiredAttrDef("name", "string"),
                          createRequiredAttrDef("serde", "string"),
                          createOptionalAttrDef("description", "string")));
  
          AtlasEnumElementDef[] values = {
                  new AtlasEnumElementDef("MANAGED", "Element Description", 1),
                  new AtlasEnumElementDef("EXTERNAL", "Element Description", 2)};
  
          AtlasEnumDef enumTypeDefinition = new AtlasEnumDef("tableType", "tableType" + description, "1.0", Arrays.asList(values));
  
          AtlasEntityDef columnsDefinition = createClassTypeDef(COLUMN_TYPE, COLUMN_TYPE + "_description", Collections.emptySet(),
                  createUniqueRequiredAttrDef("name", "string"),
                  createRequiredAttrDef("type", "string"),
                  createOptionalAttrDef("description", "string"),
                  new AtlasAttributeDef("table", TABLE_TYPE, true, SINGLE, 0, 1, false, false, false, new ArrayList<>(Collections.singletonList(new AtlasStructDef.AtlasConstraintDef(CONSTRAINT_TYPE_INVERSE_REF, createMap(CONSTRAINT_PARAM_ATTRIBUTE, "columns"))))));
  
          AtlasStructDef partitionDefinition = new AtlasStructDef("partition_struct_type", "partition_struct_type" + description, "1.0", Collections.singletonList(createRequiredAttrDef("name", "string")));
  
          AtlasAttributeDef[] attributeDefinitions = new AtlasAttributeDef[] {
                  new AtlasAttributeDef("location", "string", true, SINGLE, 0, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("inputFormat", "string", true, SINGLE, 0, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("outputFormat", "string", true, SINGLE, 0, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("compressed", "boolean", false, SINGLE, 1, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("numBuckets", "int", true, SINGLE, 0, 1, false, false, false, Collections.emptyList()),
          };
  
          AtlasEntityDef storageDescClsDef = new AtlasEntityDef(STORAGE_DESC_TYPE, STORAGE_DESC_TYPE + description, "1.0", Arrays.asList(attributeDefinitions), Collections.singleton(SUPER_TYPE_NAME));
  
          AtlasAttributeDef[] partClsAttributes = new AtlasAttributeDef[] {
                  new AtlasAttributeDef("values", "array<string>", true, SINGLE, 0, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("table", TABLE_TYPE, true, SINGLE, 0, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("createTime", "long", true, SINGLE, 0, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("lastAccessTime", "long", true, SINGLE, 0, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("sd", STORAGE_DESC_TYPE, false, SINGLE, 1, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("columns", String.format("array<%s>", COLUMN_TYPE), true, SINGLE, 0, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("parameters", String.format("map<%s,%s>", "string", "string"), true, SINGLE, 0, 1, false, false, false, Collections.emptyList())};
  
          AtlasEntityDef partClsDef = new AtlasEntityDef("partition_class_type", "partition_class_type" + description, "1.0", Arrays.asList(partClsAttributes), Collections.singleton(SUPER_TYPE_NAME));
  
          AtlasEntityDef processClsType = new AtlasEntityDef(PROCESS_TYPE, PROCESS_TYPE + description, "1.0", Collections.singletonList(new AtlasAttributeDef("outputs", "array<" + TABLE_TYPE + ">", true, SINGLE, 0, 1, false, false, false, Collections.emptyList())), Collections.emptySet());
  
          AtlasEntityDef tableTypeDefinition =
                  createClassTypeDef(TABLE_TYPE, TABLE_TYPE + description, Collections.singleton(SUPER_TYPE_NAME),
                          createUniqueRequiredAttrDef("name", "string"),
                          createOptionalAttrDef("description", "string"),
                          createRequiredAttrDef("type", "string"),
                          createOptionalAttrDef("created", "string"),
                          // enum
                          new AtlasAttributeDef("tableType", "tableType", false, SINGLE, 1, 1, false, false, false, Collections.emptyList()),
                          // array of strings
                          new AtlasAttributeDef("columnNames", String.format("array<%s>", "string"), true, SINGLE, 0, 1, false, false, false, Collections.emptyList()),
                          // array of classes
                          new AtlasAttributeDef("columns", String.format("array<%s>", COLUMN_TYPE), true, SINGLE, 0, 1, false, false, false,
                                  new ArrayList<AtlasStructDef.AtlasConstraintDef>() {{
                                      add(new AtlasStructDef.AtlasConstraintDef(CONSTRAINT_TYPE_OWNED_REF));
                                  }}),
                          // array of structs
                          new AtlasAttributeDef("partitions", String.format("array<%s>", "partition_struct_type"), true, SINGLE, 0, 1, false, false, false, Collections.emptyList()),
                          // map of structs
                          new AtlasAttributeDef("partitionsMap", String.format("map<%s,%s>", "string", "partition_struct_type"), true, SINGLE, 0, 1, false, false, false, Collections.emptyList()),
                          // map of primitives
                          new AtlasAttributeDef("parametersMap", String.format("map<%s,%s>", "string", "string"), true, SINGLE, 0, 1, false, false, false, Collections.emptyList()),
                          //map of classes -
                          new AtlasAttributeDef(COLUMNS_MAP, String.format("map<%s,%s>", "string", COLUMN_TYPE), true, SINGLE, 0, 1, false, false, false,
                                  new ArrayList<AtlasStructDef.AtlasConstraintDef>() {{
                                      add(new AtlasStructDef.AtlasConstraintDef(
                                              CONSTRAINT_TYPE_OWNED_REF));
                                  }}),
                          //map of structs
                          new AtlasAttributeDef("partitionsMap", String.format("map<%s,%s>", "string", "partition_struct_type"), true, SINGLE, 0, 1, false, false, false, Collections.emptyList()),
                          // struct reference
                          new AtlasAttributeDef("serde1", "serdeType", true, SINGLE, 0, 1, false, false, false, Collections.emptyList()),
                          new AtlasAttributeDef("serde2", "serdeType", true, SINGLE, 0, 1, false, false, false, Collections.emptyList()),
                          // class reference
                          new AtlasAttributeDef("database", DATABASE_TYPE, false, SINGLE, 1, 1, false, false, false, Collections.emptyList()),
                          //class reference as composite
                          new AtlasAttributeDef("databaseComposite", DATABASE_TYPE, true, SINGLE, 0, 1, false, false, false,
                                  new ArrayList<AtlasStructDef.AtlasConstraintDef>() {{
                                      add(new AtlasStructDef.AtlasConstraintDef(CONSTRAINT_TYPE_OWNED_REF));
                                  }}));
  
          AtlasClassificationDef piiTypeDefinition = AtlasTypeUtil.createTraitTypeDef(PII, PII + description, Collections.emptySet());
  
          AtlasClassificationDef classificationTypeDefinition = AtlasTypeUtil.createTraitTypeDef(CLASSIFICATION, CLASSIFICATION + description, Collections.emptySet(), createRequiredAttrDef("tag", "string"));
  
          AtlasClassificationDef fetlClassificationTypeDefinition = AtlasTypeUtil.createTraitTypeDef("fetl" + CLASSIFICATION, "fetl" + CLASSIFICATION + description, Collections.singleton(CLASSIFICATION));
  
          AtlasClassificationDef phiTypeDefinition = AtlasTypeUtil.createTraitTypeDef(PHI, PHI + description, Collections.emptySet(), createRequiredAttrDef("stringAttr", "string"), createRequiredAttrDef("booleanAttr", "boolean"), createRequiredAttrDef("integerAttr", "int"));
  
          AtlasTypesDef ret = AtlasTypeUtil.getTypesDef(Collections.singletonList(enumTypeDefinition), Arrays.asList(structTypeDefinition, partitionDefinition), Arrays.asList(classificationTypeDefinition, fetlClassificationTypeDefinition, piiTypeDefinition, phiTypeDefinition), Arrays.asList(superTypeDefinition, databaseTypeDefinition, columnsDefinition, tableTypeDefinition, storageDescClsDef, partClsDef, processClsType));
  
          populateSystemAttributes(ret);
  
          return ret;
      }
  
      public static AtlasTypesDef defineTypeWithNestedCollectionAttributes() {
          AtlasEntityDef nestedCollectionAttributesEntityType = createClassTypeDef(ENTITY_TYPE_WITH_NESTED_COLLECTION_ATTR, ENTITY_TYPE_WITH_NESTED_COLLECTION_ATTR + "_description", null,
                  createUniqueRequiredAttrDef("name", "string"),
                  new AtlasAttributeDef("mapOfArrayOfStrings", "map<string,array<string>>", false, SINGLE, 1, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("mapOfArrayOfBooleans", "map<string,array<boolean>>", false, SINGLE, 1, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("mapOfArrayOfInts", "map<string,array<int>>", false, SINGLE, 1, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("mapOfArrayOfFloats", "map<string,array<float>>", false, SINGLE, 1, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("mapOfArrayOfDates", "map<string,array<date>>", false, SINGLE, 1, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("mapOfMapOfStrings", "map<string,map<string,string>>", false, SINGLE, 1, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("mapOfMapOfBooleans", "map<string,map<string,boolean>>", false, SINGLE, 1, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("mapOfMapOfInts", "map<string,map<string,int>>", false, SINGLE, 1, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("mapOfMapOfFloats", "map<string,map<string,float>>", false, SINGLE, 1, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("mapOfMapOfDates", "map<string,map<string,date>>", false, SINGLE, 1, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("arrayOfArrayOfStrings", "array<array<string>>", false, SINGLE, 1, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("arrayOfArrayOfBooleans", "array<array<boolean>>", false, SINGLE, 1, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("arrayOfArrayOfInts", "array<array<int>>", false, SINGLE, 1, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("arrayOfArrayOfFloats", "array<array<float>>", false, SINGLE, 1, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("arrayOfArrayOfDates", "array<array<date>>", false, SINGLE, 1, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("arrayOfMapOfStrings", "array<map<string,string>>", false, SINGLE, 1, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("arrayOfMapOfBooleans", "array<map<string,boolean>>", false, SINGLE, 1, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("arrayOfMapOfInts", "array<map<string,int>>", false, SINGLE, 1, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("arrayOfMapOfFloats", "array<map<string,float>>", false, SINGLE, 1, 1, false, false, false, Collections.emptyList()),
                  new AtlasAttributeDef("arrayOfMapOfDates", "array<map<string,date>>", false, SINGLE, 1, 1, false, false, false, Collections.emptyList()));
  
          AtlasTypesDef ret = AtlasTypeUtil.getTypesDef(Collections.emptyList(),
                  Collections.emptyList(),
                  Collections.emptyList(),
                  Collections.singletonList(nestedCollectionAttributesEntityType));
  
          populateSystemAttributes(ret);
  
          return ret;
      }
  
      public static AtlasTypesDef defineTypeWithComplexCollectionAttributes() {
          AtlasStructDef structType =
                  new AtlasStructDef(STRUCT_TYPE, "struct_type_description", "1.0", Collections.singletonList(createRequiredAttrDef(NAME, "string")));
  
          AtlasEntityDef entityType =
                  createClassTypeDef(ENTITY_TYPE, "entity_type_description", Collections.emptySet(), createUniqueRequiredAttrDef(NAME, "string"), createOptionalAttrDef("isReplicated", "boolean"));
  
          AtlasEntityDef complexCollectionEntityType =
                  createClassTypeDef(ENTITY_TYPE_WITH_COMPLEX_COLLECTION_ATTR, ENTITY_TYPE_WITH_COMPLEX_COLLECTION_ATTR + "_description", null,
                          createUniqueRequiredAttrDef("name", "string"),
                          new AtlasAttributeDef("listOfStructs", String.format("array<%s>", STRUCT_TYPE), true, LIST, 1, 1, false, false, false, Collections.emptyList()),
                          new AtlasAttributeDef("listOfEntities", String.format("array<%s>", ENTITY_TYPE), true, LIST, 1, 1, false, false, false, new ArrayList<>(Collections.singletonList(new AtlasConstraintDef(CONSTRAINT_TYPE_OWNED_REF)))),
                          new AtlasAttributeDef("mapOfStructs", String.format("map<%s,%s>", "string", STRUCT_TYPE), true, SINGLE, 1, 1, false, false, false, Collections.emptyList()),
                          new AtlasAttributeDef("mapOfEntities", String.format("map<%s,%s>", "string", ENTITY_TYPE), true, SINGLE, 1, 1, false, false, false, new ArrayList<>(Collections.singletonList(new AtlasConstraintDef(CONSTRAINT_TYPE_OWNED_REF)))));
  
          AtlasTypesDef ret = AtlasTypeUtil.getTypesDef(Collections.emptyList(),
                  Collections.singletonList(structType),
                  Collections.emptyList(),
                  Arrays.asList(entityType, complexCollectionEntityType));
  
          populateSystemAttributes(ret);
  
          return ret;
      }
  
      public static AtlasTypesDef defineTypeWithMapAttributes() {
          AtlasEntityDef entityType = createClassTypeDef(ENTITY_TYPE_MAP, "entity_type_map_description", Collections.emptySet(),
                  createUniqueRequiredAttrDef("mapAttr1", "map<string,string>"),
                  createUniqueRequiredAttrDef("mapAttr2", "map<string,int>"),
                  createUniqueRequiredAttrDef("mapAttr3", "map<string,boolean>"),
                  createOptionalAttrDef("mapAttr4", "map<string,float>"),
                  createOptionalAttrDef("mapAttr5", "map<string,date>"));
  
          AtlasTypesDef ret = AtlasTypeUtil.getTypesDef(Collections.emptyList(), Collections.emptyList(), Collections.emptyList(), Collections.singletonList(entityType));
  
          populateSystemAttributes(ret);
  
          return ret;
      }
  
      public static AtlasEntityWithExtInfo createNestedCollectionAttrEntity() {
          AtlasEntity entity = new AtlasEntity(ENTITY_TYPE_WITH_NESTED_COLLECTION_ATTR);
  
          String[]  arrayOfStrings  = new String[] {"one", "two", "three"};
          boolean[] arrayOfBooleans = new boolean[] {false, true};
          int[]     arrayOfInts     = new int[] {1, 2, 3};
          float[]   arrayOfFloats   = new float[] {1.1f, 2.2f, 3.3f};
          Date[]    arrayOfDates    = new Date[] {new Date()};
  
          Map<String, String>  mapOfStrings  = Collections.singletonMap("one", "one");
          Map<String, Boolean> mapOfBooleans = Collections.singletonMap("one", true);
          Map<String, Integer> mapOfInts     = Collections.singletonMap("one", 1);
          Map<String, Float>   mapOfFloats   = Collections.singletonMap("one", 1.1f);
          Map<String, Date>    mapOfDates    = Collections.singletonMap("now", new Date());
  
          entity.setAttribute("name", randomString() + "_" + System.currentTimeMillis());
  
          entity.setAttribute("mapOfArrayOfStrings", Collections.singletonMap("one", arrayOfStrings));
          entity.setAttribute("mapOfArrayOfBooleans", Collections.singletonMap("one", arrayOfBooleans));
          entity.setAttribute("mapOfArrayOfInts", Collections.singletonMap("one", arrayOfInts));
          entity.setAttribute("mapOfArrayOfFloats", Collections.singletonMap("one", arrayOfFloats));
          entity.setAttribute("mapOfArrayOfDates", Collections.singletonMap("one", arrayOfDates));
  
          entity.setAttribute("mapOfMapOfStrings", Collections.singletonMap("one", mapOfStrings));
          entity.setAttribute("mapOfMapOfBooleans", Collections.singletonMap("one", mapOfBooleans));
          entity.setAttribute("mapOfMapOfInts", Collections.singletonMap("one", mapOfInts));
          entity.setAttribute("mapOfMapOfFloats", Collections.singletonMap("one", mapOfFloats));
          entity.setAttribute("mapOfMapOfDates", Collections.singletonMap("one", mapOfDates));
  
          entity.setAttribute("arrayOfArrayOfStrings", Collections.singletonList(arrayOfStrings));
          entity.setAttribute("arrayOfArrayOfBooleans", Collections.singletonList(arrayOfBooleans));
          entity.setAttribute("arrayOfArrayOfInts", Collections.singletonList(arrayOfInts));
          entity.setAttribute("arrayOfArrayOfFloats", Collections.singletonList(arrayOfFloats));
          entity.setAttribute("arrayOfArrayOfDates", Collections.singletonList(arrayOfDates));
  
          entity.setAttribute("arrayOfMapOfStrings", Collections.singletonList(mapOfStrings));
          entity.setAttribute("arrayOfMapOfBooleans", Collections.singletonList(mapOfBooleans));
          entity.setAttribute("arrayOfMapOfInts", Collections.singletonList(mapOfInts));
          entity.setAttribute("arrayOfMapOfFloats", Collections.singletonList(mapOfFloats));
          entity.setAttribute("arrayOfMapOfDates", Collections.singletonList(mapOfDates));
  
          return new AtlasEntityWithExtInfo(entity);
      }
  
      public static AtlasEntityWithExtInfo createComplexCollectionAttrEntity() {
          AtlasEntity entity = new AtlasEntity(ENTITY_TYPE_WITH_COMPLEX_COLLECTION_ATTR);
  
          entity.setAttribute(NAME, ENTITY_TYPE_WITH_COMPLEX_COLLECTION_ATTR);
  
          entity.setAttribute("listOfStructs", Arrays.asList(new AtlasStruct("struct_type", "name", "structArray0"),
                  new AtlasStruct("struct_type", "name", "structArray1"),
                  new AtlasStruct("struct_type", "name", "structArray2")));
  
          entity.setAttribute("mapOfStructs", createMap("key0", new AtlasStruct("struct_type", "name", "structMap0"), "key1", new AtlasStruct("struct_type", "name", "structMap1"), "key2", new AtlasStruct("struct_type", "name", "structMap2")));
  
          AtlasEntity e1Array = new AtlasEntity(ENTITY_TYPE, createMap(NAME, "entityArray0", "isReplicated", true));
          AtlasEntity e2Array = new AtlasEntity(ENTITY_TYPE, createMap(NAME, "entityArray1", "isReplicated", false));
          AtlasEntity e3Array = new AtlasEntity(ENTITY_TYPE, createMap(NAME, "entityArray2", "isReplicated", true));
  
          entity.setAttribute("listOfEntities", Arrays.asList(getAtlasObjectId(e1Array), getAtlasObjectId(e2Array), getAtlasObjectId(e3Array)));
  
          AtlasEntity e1MapValue = new AtlasEntity(ENTITY_TYPE, createMap(NAME, "entityMapValue0", "isReplicated", false));
          AtlasEntity e2MapValue = new AtlasEntity(ENTITY_TYPE, createMap(NAME, "entityMapValue1", "isReplicated", true));
          AtlasEntity e3MapValue = new AtlasEntity(ENTITY_TYPE, createMap(NAME, "entityMapValue2", "isReplicated", false));
  
          entity.setAttribute("mapOfEntities", createMap("key0", getAtlasObjectId(e1MapValue), "key1", getAtlasObjectId(e2MapValue), "key2", getAtlasObjectId(e3MapValue)));
  
          AtlasEntityWithExtInfo ret = new AtlasEntityWithExtInfo(entity);
  
          ret.addReferredEntity(e1Array);
          ret.addReferredEntity(e2Array);
          ret.addReferredEntity(e3Array);
          ret.addReferredEntity(e1MapValue);
          ret.addReferredEntity(e2MapValue);
          ret.addReferredEntity(e3MapValue);
  
          return ret;
      }
  
      public static AtlasEntityWithExtInfo createMapAttrEntity() {
          AtlasEntity entity = new AtlasEntity(ENTITY_TYPE_MAP);
  
          Map<String, String> map1 = new HashMap<>();
          map1.put("map1Key1", "value1");
          map1.put("map1Key2", "value2");
          map1.put("map1Key3", "value3");
  
          Map<String, Integer> map2 = new HashMap<>();
          map2.put("map2Key1", 100);
          map2.put("map2Key2", 200);
          map2.put("map2Key3", 300);
  
          Map<String, Boolean> map3 = new HashMap<>();
          map3.put("map3Key1", false);
          map3.put("map3Key2", true);
          map3.put("map3Key3", false);
  
          Map<String, Float> map4 = new HashMap<>();
          map4.put("map4Key1", 1.0f);
          map4.put("map4Key2", 2.0f);
          map4.put("map4Key3", 3.0f);
  
          Map<String, Date> map5 = new HashMap<>();
          map5.put("map5Key1", new Date());
          map5.put("map5Key2", new Date());
          map5.put("map5Key3", new Date());
  
          entity.setAttribute("mapAttr1", map1);
          entity.setAttribute("mapAttr2", map2);
          entity.setAttribute("mapAttr3", map3);
          entity.setAttribute("mapAttr4", map4);
          entity.setAttribute("mapAttr5", map5);
  
          return new AtlasEntityWithExtInfo(entity);
      }
  
      public static String randomString() {
          return RandomStringUtils.randomAlphanumeric(10);
      }
  
      public static String randomString(int count) {
          return RandomStringUtils.randomAlphanumeric(count);
      }
  
      public static AtlasEntity createDBEntity() {
          String dbName = RandomStringUtils.randomAlphanumeric(10);
          return createDBEntity(dbName);
      }
  
      public static AtlasEntity createDBEntity(String dbName) {
          AtlasEntity entity = new AtlasEntity(DATABASE_TYPE);
          entity.setAttribute(NAME, dbName);
          entity.setAttribute("description", "us db");
  
          return entity;
      }
  
      public static AtlasEntityWithExtInfo createDBEntityV2() {
          AtlasEntity dbEntity = new AtlasEntity(DATABASE_TYPE);
  
          dbEntity.setAttribute(NAME, RandomStringUtils.randomAlphanumeric(10));
          dbEntity.setAttribute("description", "us db");
  
          return new AtlasEntityWithExtInfo(dbEntity);
      }
  
      public static AtlasEntity createTableEntity(AtlasEntity dbEntity) {
          String tableName = RandomStringUtils.randomAlphanumeric(10);
          return createTableEntity(dbEntity, tableName);
      }
  
      public static AtlasEntity createTableEntity(AtlasEntity dbEntity, String name) {
          AtlasEntity entity = new AtlasEntity(TABLE_TYPE);
          entity.setAttribute(NAME, name);
          entity.setAttribute("description", "random table");
          entity.setAttribute("type", "type");
          entity.setAttribute("tableType", "MANAGED");
          entity.setAttribute("database", getAtlasObjectId(dbEntity));
          entity.setAttribute("created", new Date());
  
          final AtlasStruct partitionStruct = new AtlasStruct("partition_struct_type", createMap("name", "part0"));
  
          entity.setAttribute("partitions", new ArrayList<>(Collections.singletonList(partitionStruct)));
          entity.setAttribute("parametersMap", createMap("key1", "value1"));
  
          return entity;
      }
  
      public static AtlasEntityWithExtInfo createTableEntityV2(AtlasEntity dbEntity) {
          AtlasEntity tblEntity = new AtlasEntity(TABLE_TYPE);
  
          tblEntity.setAttribute(NAME, RandomStringUtils.randomAlphanumeric(10));
          tblEntity.setAttribute("description", "random table");
          tblEntity.setAttribute("type", "type");
          tblEntity.setAttribute("tableType", "MANAGED");
          tblEntity.setAttribute("database", getAtlasObjectId(dbEntity));
          tblEntity.setAttribute("created", new Date());
  
          final AtlasStruct partitionStruct = new AtlasStruct("partition_struct_type", "name", "part0");
  
          tblEntity.setAttribute("partitions", new ArrayList<>(Collections.singletonList(partitionStruct)));
  
          tblEntity.setAttribute("partitionsMap", createMap("part0", new AtlasStruct("partition_struct_type", "name", "part0"),
                  "part1", new AtlasStruct("partition_struct_type", "name", "part1"),
                  "part2", new AtlasStruct("partition_struct_type", "name", "part2")));
  
          tblEntity.setAttribute("parametersMap", createMap("key1", "value1"));
  
          AtlasEntityWithExtInfo ret = new AtlasEntityWithExtInfo(tblEntity);
  
          ret.addReferredEntity(dbEntity);
  
          return ret;
      }
  
      public static AtlasEntityWithExtInfo createprimitiveEntityV2() {
          AtlasEntity defaultprimitive = new AtlasEntity(createPrimitiveEntityDef());
          defaultprimitive.setAttribute("name", "testname");
          defaultprimitive.setAttribute("description", "test");
          defaultprimitive.setAttribute("check", "check");
  
          return new AtlasEntityWithExtInfo(defaultprimitive);
      }
  
      public static AtlasEntityDef createPrimitiveEntityDef() {
          AtlasEntityDef    newtestEntityDef = new AtlasEntityDef("newtest");
          AtlasAttributeDef attrName         = new AtlasAttributeDef("name", AtlasBaseTypeDef.ATLAS_TYPE_STRING);
  
          AtlasAttributeDef attrDescription = new AtlasAttributeDef("description", AtlasBaseTypeDef.ATLAS_TYPE_STRING);
          attrDescription.setIsOptional(false);
  
          AtlasAttributeDef attrcheck = new AtlasAttributeDef("check", AtlasBaseTypeDef.ATLAS_TYPE_STRING);
          attrcheck.setIsOptional(true);
  
          AtlasAttributeDef attrSourceCode = new AtlasAttributeDef("sourcecode", AtlasBaseTypeDef.ATLAS_TYPE_STRING);
          attrSourceCode.setDefaultValue("Hello World");
          attrSourceCode.setIsOptional(true);
  
          AtlasAttributeDef attrCost = new AtlasAttributeDef("Cost", AtlasBaseTypeDef.ATLAS_TYPE_INT);
          attrCost.setIsOptional(true);
          attrCost.setDefaultValue("30");
  
          AtlasAttributeDef attrDiskUsage = new AtlasAttributeDef("diskUsage", AtlasBaseTypeDef.ATLAS_TYPE_FLOAT);
          attrDiskUsage.setIsOptional(true);
          attrDiskUsage.setDefaultValue("70.50");
  
          AtlasAttributeDef attrisStoreUse = new AtlasAttributeDef("isstoreUse", AtlasBaseTypeDef.ATLAS_TYPE_BOOLEAN);
          attrisStoreUse.setIsOptional(true);
          attrisStoreUse.setDefaultValue("true");
  
          newtestEntityDef.addAttribute(attrName);
          newtestEntityDef.addAttribute(attrDescription);
          newtestEntityDef.addAttribute(attrcheck);
          newtestEntityDef.addAttribute(attrSourceCode);
          newtestEntityDef.addAttribute(attrCost);
          newtestEntityDef.addAttribute(attrDiskUsage);
          newtestEntityDef.addAttribute(attrisStoreUse);
  
          populateSystemAttributes(newtestEntityDef);
  
          return newtestEntityDef;
      }
  
      public static AtlasEntityWithExtInfo createTableEntityDuplicatesV2(AtlasEntity dbEntity) {
          AtlasEntity tblEntity = new AtlasEntity(TABLE_TYPE);
  
          tblEntity.setAttribute(NAME, RandomStringUtils.randomAlphanumeric(10));
          tblEntity.setAttribute("description", "random table");
          tblEntity.setAttribute("type", "type");
          tblEntity.setAttribute("tableType", "MANAGED");
          tblEntity.setAttribute("database", AtlasTypeUtil.getAtlasObjectId(dbEntity));
  
          AtlasEntity col1 = createColumnEntity(tblEntity);
          col1.setAttribute(NAME, "col1");
  
          AtlasEntity col2 = createColumnEntity(tblEntity);
          col2.setAttribute(NAME, "col1");
  
          AtlasEntity col3 = createColumnEntity(tblEntity);
          col3.setAttribute(NAME, "col1");
  
          // all 3 columns have different guid but same typeName and unique attributes
          tblEntity.setAttribute(COLUMNS_ATTR_NAME, Arrays.asList(AtlasTypeUtil.getAtlasObjectId(col1), AtlasTypeUtil.getAtlasObjectId(col2), AtlasTypeUtil.getAtlasObjectId(col3)));
  
          AtlasEntityWithExtInfo ret = new AtlasEntityWithExtInfo(tblEntity);
  
          ret.addReferredEntity(dbEntity);
          ret.addReferredEntity(col1);
          ret.addReferredEntity(col2);
          ret.addReferredEntity(col3);
  
          return ret;
      }
  
      public static AtlasEntity createColumnEntity(AtlasEntity tableEntity) {
          return createColumnEntity(tableEntity, "col" + seq.addAndGet(1));
      }
  
      public static AtlasEntity createColumnEntity(AtlasEntity tableEntity, String colName) {
          AtlasEntity entity = new AtlasEntity(COLUMN_TYPE);
  
          entity.setAttribute(NAME, colName);
          entity.setAttribute("type", "VARCHAR(32)");
          entity.setAttribute("table", getAtlasObjectId(tableEntity));
  
          return entity;
      }
  
      public static AtlasEntity createProcessEntity(List<AtlasObjectId> inputs, List<AtlasObjectId> outputs) {
          AtlasEntity entity = new AtlasEntity(PROCESS_TYPE);
  
          entity.setAttribute(NAME, RandomStringUtils.randomAlphanumeric(10));
          entity.setAttribute("inputs", inputs);
          entity.setAttribute("outputs", outputs);
  
          return entity;
      }
  
      public static List<AtlasClassificationDef> getClassificationWithValidSuperType() {
          AtlasClassificationDef securityClearanceTypeDef = AtlasTypeUtil.createTraitTypeDef("SecurityClearance1", "SecurityClearance_description", Collections.emptySet(), createRequiredAttrDef("level", "int"));
  
          AtlasClassificationDef janitorSecurityClearanceTypeDef = AtlasTypeUtil.createTraitTypeDef("JanitorClearance", "JanitorClearance_description", Collections.singleton("SecurityClearance1"));
  
          List<AtlasClassificationDef> ret = Arrays.asList(securityClearanceTypeDef, janitorSecurityClearanceTypeDef);
  
          populateSystemAttributes(ret);
  
          return ret;
      }
  
      public static List<AtlasClassificationDef> getClassificationWithName(String name) {
          AtlasClassificationDef classificationTypeDef = AtlasTypeUtil.createTraitTypeDef(name, "s_description", Collections.emptySet(), createRequiredAttrDef("level", "int"));
  
          List<AtlasClassificationDef> ret = Collections.singletonList(classificationTypeDef);
  
          populateSystemAttributes(ret);
  
          return ret;
      }
  
      public static AtlasClassificationDef getSingleClassificationWithName(String name) {
          AtlasClassificationDef classificaitonTypeDef = AtlasTypeUtil.createTraitTypeDef(name, "s_description", Collections.emptySet(), createRequiredAttrDef("level", "int"));
  
          populateSystemAttributes(classificaitonTypeDef);
  
          return classificaitonTypeDef;
      }
  
      public static List<AtlasClassificationDef> getClassificationWithValidAttribute() {
          return getClassificationWithValidSuperType();
      }
  
      public static List<AtlasEntityDef> getEntityWithValidSuperType() {
          AtlasEntityDef developerTypeDef = createClassTypeDef("Developer", "Developer_description", Collections.singleton("Employee"),
                  new AtlasAttributeDef("language", String.format("array<%s>", "string"), false, AtlasAttributeDef.Cardinality.SET, 1, 10, false, false, false, Collections.emptyList()));
  
          List<AtlasEntityDef> ret = Collections.singletonList(developerTypeDef);
  
          populateSystemAttributes(ret);
  
          return ret;
      }
  
      public static List<AtlasEntityDef> getEntityWithName(String name) {
          AtlasEntityDef developerTypeDef = createClassTypeDef(name, "Developer_description", Collections.emptySet(),
                  new AtlasAttributeDef("language", String.format("array<%s>", "string"), false, AtlasAttributeDef.Cardinality.SET, 1, 10, false, false, false, Collections.emptyList()));
  
          List<AtlasEntityDef> ret = Collections.singletonList(developerTypeDef);
  
          populateSystemAttributes(ret);
  
          return ret;
      }
  
      public static AtlasEntityDef getSingleEntityWithName(String name) {
          return createClassTypeDef(name, "Developer_description", Collections.emptySet(),
                  new AtlasAttributeDef("language", String.format("array<%s>", "string"), false, AtlasAttributeDef.Cardinality.SET, 1, 10, false, false, false, Collections.emptyList()));
      }
  
      public static List<AtlasEntityDef> getEntityWithValidAttribute() {
          List<AtlasEntityDef> entityDefs = getEntityWithValidSuperType();
  
          entityDefs.get(1).getSuperTypes().clear();
  
          return entityDefs;
      }
  
      public static AtlasClassificationDef getClassificationWithInvalidSuperType() {
          AtlasClassificationDef classificationDef = simpleType().getClassificationDefs().get(0);
  
          classificationDef.getSuperTypes().add("!@#$%");
  
          return classificationDef;
      }
  
      public static AtlasEntityDef getEntityWithInvalidSuperType() {
          AtlasEntityDef entityDef = simpleType().getEntityDefs().get(0);
  
          entityDef.addSuperType("!@#$%");
  
          return entityDef;
      }
  
      public static void populateSystemAttributes(AtlasTypesDef typesDef) {
          populateSystemAttributes(typesDef.getEnumDefs());
          populateSystemAttributes(typesDef.getStructDefs());
          populateSystemAttributes(typesDef.getClassificationDefs());
          populateSystemAttributes(typesDef.getEntityDefs());
          populateSystemAttributes(typesDef.getRelationshipDefs());
          populateSystemAttributes(typesDef.getBusinessMetadataDefs());
      }
  
      public static void populateSystemAttributes(List<? extends AtlasBaseTypeDef> typeDefs) {
          if (CollectionUtils.isNotEmpty(typeDefs)) {
              for (AtlasBaseTypeDef typeDef : typeDefs) {
                  populateSystemAttributes(typeDef);
              }
          }
      }
  
      public static void populateSystemAttributes(AtlasBaseTypeDef typeDef) {
          typeDef.setCreatedBy(TestUtilsV2.TEST_USER);
          typeDef.setUpdatedBy(TestUtilsV2.TEST_USER);
      }
  
      public static InputStream getFile(String subDir, String fileName) {
          final String userDir  = System.getProperty("user.dir");
          String       filePath = getTestFilePath(userDir, subDir, fileName);
          File         file     = new File(filePath);
          InputStream  fs       = null;
  
          try {
              fs = new FileInputStream(file);
          } catch (FileNotFoundException e) {
              LOG.error("File could not be found at: {}", filePath, e);
          }
  
          return fs;
      }
  
      public static String getFileData(String subDir, String fileName) throws IOException {
          final String userDir  = System.getProperty("user.dir");
          String       filePath = getTestFilePath(userDir, subDir, fileName);
          File         f        = new File(filePath);
  
          return FileUtils.readFileToString(f, "UTF-8");
      }
  
      private static String getTestFilePath(String startPath, String subDir, String fileName) {
          if (StringUtils.isNotEmpty(subDir)) {
              return startPath + "/src/test/resources/" + subDir + "/" + fileName;
          } else {
              return startPath + "/src/test/resources/" + fileName;
          }
      }
  
      private static <K, V> Map<K, V> createMap(K key, V value) {
          Map<K, V> ret = new HashMap<>();
  
          ret.put(key, value);
  
          return ret;
      }
  
      private static <K, V> Map<K, V> createMap(K k1, V v1, K k2, V v2) {
          Map<K, V> ret = new HashMap<>();
  
          ret.put(k1, v1);
          ret.put(k2, v2);
  
          return ret;
      }
  
      private static <K, V> Map<K, V> createMap(K k1, V v1, K k2, V v2, K k3, V v3) {
          Map<K, V> ret = new HashMap<>();
  
          ret.put(k1, v1);
          ret.put(k2, v2);
          ret.put(k3, v3);
  
          return ret;
      }
  }
  