/**
* 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
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* 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.examples;
import com.google.common.annotations.VisibleForTesting;
import com.google.common.base.Preconditions;
import com.google.common.collect.ImmutableList;
import com.google.common.collect.ImmutableSet;
import org.apache.atlas.ApplicationProperties;
import org.apache.atlas.AtlasClient;
import org.apache.atlas.AtlasErrorCode;
import org.apache.atlas.AtlasException;
import org.apache.atlas.exception.AtlasBaseException;
import org.apache.atlas.typesystem.Referenceable;
import org.apache.atlas.typesystem.TypesDef;
import org.apache.atlas.typesystem.json.InstanceSerialization;
import org.apache.atlas.typesystem.json.TypesSerialization;
import org.apache.atlas.typesystem.persistence.Id;
import org.apache.atlas.typesystem.types.AttributeDefinition;
import org.apache.atlas.typesystem.types.ClassType;
import org.apache.atlas.typesystem.types.DataTypes;
import org.apache.atlas.typesystem.types.EnumTypeDefinition;
import org.apache.atlas.typesystem.types.HierarchicalTypeDefinition;
import org.apache.atlas.typesystem.types.IDataType;
import org.apache.atlas.typesystem.types.Multiplicity;
import org.apache.atlas.typesystem.types.StructTypeDefinition;
import org.apache.atlas.typesystem.types.TraitType;
import org.apache.atlas.typesystem.types.utils.TypesUtil;
import org.apache.atlas.utils.AuthenticationUtil;
import org.apache.commons.configuration.Configuration;
import org.codehaus.jettison.json.JSONArray;
import java.util.List;
/**
* A driver that sets up sample types and data for testing purposes.
* Please take a look at QueryDSL in docs for the Meta Model.
* todo - move this to examples module.
*/
public class QuickStart {
public static final String ATLAS_REST_ADDRESS = "atlas.rest.address";
public static final String SALES_DB = "Sales";
public static final String SALES_DB_DESCRIPTION = "Sales Database";
public static final String SALES_FACT_TABLE = "sales_fact";
public static final String FACT_TRAIT = "Fact_v1";
public static final String COLUMNS_ATTRIBUTE = "columns";
public static final String TIME_ID_COLUMN = "time_id";
public static final String DB_ATTRIBUTE = "db";
public static final String SALES_FACT_TABLE_DESCRIPTION = "sales fact table";
public static final String LOAD_SALES_DAILY_PROCESS = "loadSalesDaily";
public static final String LOAD_SALES_DAILY_PROCESS_DESCRIPTION = "hive query for daily summary";
public static final String INPUTS_ATTRIBUTE = "inputs";
public static final String OUTPUTS_ATTRIBUTE = "outputs";
public static final String TIME_DIM_TABLE = "time_dim";
public static final String SALES_FACT_DAILY_MV_TABLE = "sales_fact_daily_mv";
public static final String PRODUCT_DIM_VIEW = "product_dim_view";
public static final String PRODUCT_DIM_TABLE = "product_dim";
public static final String INPUT_TABLES_ATTRIBUTE = "inputTables";
public static void main(String[] args) throws Exception {
String[] basicAuthUsernamePassword = null;
if (!AuthenticationUtil.isKerberosAuthenticationEnabled()) {
basicAuthUsernamePassword = AuthenticationUtil.getBasicAuthenticationInput();
}
runQuickstart(args, basicAuthUsernamePassword);
}
@VisibleForTesting
static void runQuickstart(String[] args, String[] basicAuthUsernamePassword) throws Exception {
String[] urls = getServerUrl(args);
QuickStart quickStart;
if (!AuthenticationUtil.isKerberosAuthenticationEnabled()) {
quickStart = new QuickStart(urls, basicAuthUsernamePassword);
} else {
quickStart = new QuickStart(urls);
}
// Shows how to create types in Atlas for your meta model
quickStart.createTypes();
// Shows how to create entities (instances) for the added types in Atlas
quickStart.createEntities();
// Shows some search queries using DSL based on types
quickStart.search();
}
static String[] getServerUrl(String[] args) throws AtlasException {
if (args.length > 0) {
return args[0].split(",");
}
Configuration configuration = ApplicationProperties.get();
String[] urls = configuration.getStringArray(ATLAS_REST_ADDRESS);
if (urls == null || urls.length == 0) {
System.out.println("Usage: quick_start_v1.py <atlas endpoint of format <http/https>://<atlas-fqdn>:<atlas port> like http://localhost:21000>");
System.exit(-1);
}
return urls;
}
static final String DATABASE_TYPE = "DB_v1";
static final String COLUMN_TYPE = "Column_v1";
static final String TABLE_TYPE = "Table_v1";
static final String VIEW_TYPE = "View_v1";
static final String LOAD_PROCESS_TYPE = "LoadProcess_v1";
static final String STORAGE_DESC_TYPE = "StorageDesc_v1";
private static final String[] TYPES =
{DATABASE_TYPE, TABLE_TYPE, STORAGE_DESC_TYPE, COLUMN_TYPE, LOAD_PROCESS_TYPE, VIEW_TYPE, "JdbcAccess_v1",
"ETL_v1", "Metric_v1", "PII_v1", "Fact_v1", "Dimension_v1", "Log Data_v1"};
private final AtlasClient metadataServiceClient;
QuickStart(String[] urls,String[] basicAuthUsernamePassword) {
metadataServiceClient = new AtlasClient(urls,basicAuthUsernamePassword);
}
QuickStart(String[] urls) throws AtlasException {
metadataServiceClient = new AtlasClient(urls);
}
void createTypes() throws Exception {
TypesDef typesDef = createTypeDefinitions();
String typesAsJSON = TypesSerialization.toJson(typesDef);
System.out.println("typesAsJSON = " + typesAsJSON);
metadataServiceClient.createType(typesAsJSON);
// verify types created
verifyTypesCreated();
}
TypesDef createTypeDefinitions() throws Exception {
HierarchicalTypeDefinition<ClassType> dbClsDef = TypesUtil
.createClassTypeDef(DATABASE_TYPE, DATABASE_TYPE, null,
TypesUtil.createUniqueRequiredAttrDef("name", DataTypes.STRING_TYPE),
attrDef("description", DataTypes.STRING_TYPE), attrDef("locationUri", DataTypes.STRING_TYPE),
attrDef("owner", DataTypes.STRING_TYPE), attrDef("createTime", DataTypes.LONG_TYPE));
HierarchicalTypeDefinition<ClassType> storageDescClsDef = TypesUtil
.createClassTypeDef(STORAGE_DESC_TYPE, STORAGE_DESC_TYPE, null, attrDef("location", DataTypes.STRING_TYPE),
attrDef("inputFormat", DataTypes.STRING_TYPE), attrDef("outputFormat", DataTypes.STRING_TYPE),
attrDef("compressed", DataTypes.STRING_TYPE, Multiplicity.REQUIRED, false, null));
HierarchicalTypeDefinition<ClassType> columnClsDef = TypesUtil
.createClassTypeDef(COLUMN_TYPE, COLUMN_TYPE, null, attrDef("name", DataTypes.STRING_TYPE),
attrDef("dataType", DataTypes.STRING_TYPE), attrDef("comment", DataTypes.STRING_TYPE));
HierarchicalTypeDefinition<ClassType> tblClsDef = TypesUtil
.createClassTypeDef(TABLE_TYPE, TABLE_TYPE, ImmutableSet.of("DataSet"),
new AttributeDefinition(DB_ATTRIBUTE, DATABASE_TYPE, Multiplicity.REQUIRED, false, null),
new AttributeDefinition("sd", STORAGE_DESC_TYPE, Multiplicity.REQUIRED, true, null),
attrDef("owner", DataTypes.STRING_TYPE), attrDef("createTime", DataTypes.LONG_TYPE),
attrDef("lastAccessTime", DataTypes.LONG_TYPE), attrDef("retention", DataTypes.LONG_TYPE),
attrDef("viewOriginalText", DataTypes.STRING_TYPE),
attrDef("viewExpandedText", DataTypes.STRING_TYPE), attrDef("tableType", DataTypes.STRING_TYPE),
attrDef("temporary", DataTypes.BOOLEAN_TYPE),
new AttributeDefinition(COLUMNS_ATTRIBUTE, DataTypes.arrayTypeName(COLUMN_TYPE),
Multiplicity.COLLECTION, true, null));
HierarchicalTypeDefinition<ClassType> loadProcessClsDef = TypesUtil
.createClassTypeDef(LOAD_PROCESS_TYPE, LOAD_PROCESS_TYPE, ImmutableSet.of("Process"),
attrDef("userName", DataTypes.STRING_TYPE), attrDef("startTime", DataTypes.LONG_TYPE),
attrDef("endTime", DataTypes.LONG_TYPE),
attrDef("queryText", DataTypes.STRING_TYPE, Multiplicity.REQUIRED),
attrDef("queryPlan", DataTypes.STRING_TYPE, Multiplicity.REQUIRED),
attrDef("queryId", DataTypes.STRING_TYPE, Multiplicity.REQUIRED),
attrDef("queryGraph", DataTypes.STRING_TYPE, Multiplicity.REQUIRED));
HierarchicalTypeDefinition<ClassType> viewClsDef = TypesUtil
.createClassTypeDef(VIEW_TYPE, VIEW_TYPE, ImmutableSet.of("DataSet"),
new AttributeDefinition("db", DATABASE_TYPE, Multiplicity.REQUIRED, false, null),
new AttributeDefinition("inputTables", DataTypes.arrayTypeName(TABLE_TYPE),
Multiplicity.COLLECTION, false, null));
HierarchicalTypeDefinition<TraitType> dimTraitDef = TypesUtil.createTraitTypeDef("Dimension_v1", "Dimension Trait", null);
HierarchicalTypeDefinition<TraitType> factTraitDef = TypesUtil.createTraitTypeDef("Fact_v1", "Fact Trait", null);
HierarchicalTypeDefinition<TraitType> piiTraitDef = TypesUtil.createTraitTypeDef("PII_v1", "PII Trait", null);
HierarchicalTypeDefinition<TraitType> metricTraitDef = TypesUtil.createTraitTypeDef("Metric_v1", "Metric Trait", null);
HierarchicalTypeDefinition<TraitType> etlTraitDef = TypesUtil.createTraitTypeDef("ETL_v1", "ETL Trait", null);
HierarchicalTypeDefinition<TraitType> jdbcTraitDef = TypesUtil.createTraitTypeDef("JdbcAccess_v1", "JdbcAccess Trait", null);
HierarchicalTypeDefinition<TraitType> logTraitDef = TypesUtil.createTraitTypeDef("Log Data_v1", "LogData Trait", null);
return TypesUtil.getTypesDef(ImmutableList.<EnumTypeDefinition>of(), ImmutableList.<StructTypeDefinition>of(),
ImmutableList.of(dimTraitDef, factTraitDef, piiTraitDef, metricTraitDef, etlTraitDef, jdbcTraitDef, logTraitDef),
ImmutableList.of(dbClsDef, storageDescClsDef, columnClsDef, tblClsDef, loadProcessClsDef, viewClsDef));
}
AttributeDefinition attrDef(String name, IDataType dT) {
return attrDef(name, dT, Multiplicity.OPTIONAL, false, null);
}
AttributeDefinition attrDef(String name, IDataType dT, Multiplicity m) {
return attrDef(name, dT, m, false, null);
}
AttributeDefinition attrDef(String name, IDataType dT, Multiplicity m, boolean isComposite,
String reverseAttributeName) {
Preconditions.checkNotNull(name);
Preconditions.checkNotNull(dT);
return new AttributeDefinition(name, dT.getName(), m, isComposite, reverseAttributeName);
}
void createEntities() throws Exception {
Id salesDB = database(SALES_DB, SALES_DB_DESCRIPTION, "John ETL", "hdfs://host:8000/apps/warehouse/sales");
Referenceable sd =
rawStorageDescriptor("hdfs://host:8000/apps/warehouse/sales", "TextInputFormat", "TextOutputFormat",
true);
List<Referenceable> salesFactColumns = ImmutableList
.of(rawColumn(TIME_ID_COLUMN, "int", "time id"), rawColumn("product_id", "int", "product id"),
rawColumn("customer_id", "int", "customer id", "PII_v1"),
rawColumn("sales", "double", "product id", "Metric_v1"));
List<Referenceable> logFactColumns = ImmutableList
.of(rawColumn("time_id", "int", "time id"), rawColumn("app_id", "int", "app id"),
rawColumn("machine_id", "int", "machine id"), rawColumn("log", "string", "log data", "Log Data_v1"));
Id salesFact = table(SALES_FACT_TABLE, SALES_FACT_TABLE_DESCRIPTION, salesDB, sd, "Joe", "Managed",
salesFactColumns, FACT_TRAIT);
List<Referenceable> productDimColumns = ImmutableList
.of(rawColumn("product_id", "int", "product id"), rawColumn("product_name", "string", "product name"),
rawColumn("brand_name", "int", "brand name"));
Id productDim =
table(PRODUCT_DIM_TABLE, "product dimension table", salesDB, sd, "John Doe", "Managed",
productDimColumns, "Dimension_v1");
List<Referenceable> timeDimColumns = ImmutableList
.of(rawColumn("time_id", "int", "time id"), rawColumn("dayOfYear", "int", "day Of Year"),
rawColumn("weekDay", "int", "week Day"));
Id timeDim = table(TIME_DIM_TABLE, "time dimension table", salesDB, sd, "John Doe", "External", timeDimColumns,
"Dimension_v1");
List<Referenceable> customerDimColumns = ImmutableList.of(rawColumn("customer_id", "int", "customer id", "PII_v1"),
rawColumn("name", "string", "customer name", "PII_v1"),
rawColumn("address", "string", "customer address", "PII_v1"));
Id customerDim =
table("customer_dim", "customer dimension table", salesDB, sd, "fetl", "External", customerDimColumns,
"Dimension_v1");
Id reportingDB =
database("Reporting", "reporting database", "Jane BI", "hdfs://host:8000/apps/warehouse/reporting");
Id logDB = database("Logging", "logging database", "Tim ETL", "hdfs://host:8000/apps/warehouse/logging");
Id salesFactDaily =
table(SALES_FACT_DAILY_MV_TABLE, "sales fact daily materialized view", reportingDB, sd, "Joe BI",
"Managed", salesFactColumns, "Metric_v1");
Id loggingFactDaily =
table("log_fact_daily_mv", "log fact daily materialized view", logDB, sd, "Tim ETL", "Managed",
logFactColumns, "Log Data_v1");
loadProcess(LOAD_SALES_DAILY_PROCESS, LOAD_SALES_DAILY_PROCESS_DESCRIPTION, "John ETL",
ImmutableList.of(salesFact, timeDim),
ImmutableList.of(salesFactDaily), "create table as select ", "plan", "id", "graph", "ETL_v1");
view(PRODUCT_DIM_VIEW, reportingDB, ImmutableList.of(productDim), "Dimension_v1", "JdbcAccess_v1");
view("customer_dim_view", reportingDB, ImmutableList.of(customerDim), "Dimension_v1", "JdbcAccess_v1");
Id salesFactMonthly =
table("sales_fact_monthly_mv", "sales fact monthly materialized view", reportingDB, sd, "Jane BI",
"Managed", salesFactColumns, "Metric_v1");
loadProcess("loadSalesMonthly", "hive query for monthly summary", "John ETL", ImmutableList.of(salesFactDaily),
ImmutableList.of(salesFactMonthly), "create table as select ", "plan", "id", "graph", "ETL_v1");
Id loggingFactMonthly =
table("logging_fact_monthly_mv", "logging fact monthly materialized view", logDB, sd, "Tim ETL",
"Managed", logFactColumns, "Log Data_v1");
loadProcess("loadLogsMonthly", "hive query for monthly summary", "Tim ETL", ImmutableList.of(loggingFactDaily),
ImmutableList.of(loggingFactMonthly), "create table as select ", "plan", "id", "graph", "ETL_v1");
}
private Id createInstance(Referenceable referenceable) throws Exception {
String typeName = referenceable.getTypeName();
String entityJSON = InstanceSerialization.toJson(referenceable, true);
System.out.println("Submitting new entity= " + entityJSON);
List<String> guids = metadataServiceClient.createEntity(entityJSON);
System.out.println("created instance for type " + typeName + ", guid: " + guids);
// return the Id for created instance with guid
if (guids.size() > 0) {
return new Id(guids.get(guids.size() - 1), referenceable.getId().getVersion(), referenceable.getTypeName());
}
return null;
}
Id database(String name, String description, String owner, String locationUri, String... traitNames)
throws AtlasBaseException {
try {
Referenceable referenceable = new Referenceable(DATABASE_TYPE, traitNames);
referenceable.set("name", name);
referenceable.set("description", description);
referenceable.set("owner", owner);
referenceable.set("locationUri", locationUri);
referenceable.set("createTime", System.currentTimeMillis());
return createInstance(referenceable);
} catch (Exception e) {
throw new AtlasBaseException(AtlasErrorCode.QUICK_START, e, String.format("%s database entity creation failed", name));
}
}
Referenceable rawStorageDescriptor(String location, String inputFormat, String outputFormat, boolean compressed) {
Referenceable referenceable = new Referenceable(STORAGE_DESC_TYPE);
referenceable.set("location", location);
referenceable.set("inputFormat", inputFormat);
referenceable.set("outputFormat", outputFormat);
referenceable.set("compressed", compressed);
return referenceable;
}
Referenceable rawColumn(String name, String dataType, String comment, String... traitNames) throws AtlasBaseException {
try {
Referenceable referenceable = new Referenceable(COLUMN_TYPE, traitNames);
referenceable.set("name", name);
referenceable.set("dataType", dataType);
referenceable.set("comment", comment);
return referenceable;
}
catch(Exception e) {
throw new AtlasBaseException(AtlasErrorCode.QUICK_START, e, String.format("%s, column entity creation failed", name));
}
}
Id table(String name, String description, Id dbId, Referenceable sd, String owner, String tableType,
List<Referenceable> columns, String... traitNames) throws AtlasBaseException {
try {
Referenceable referenceable = new Referenceable(TABLE_TYPE, traitNames);
referenceable.set("name", name);
referenceable.set(AtlasClient.REFERENCEABLE_ATTRIBUTE_NAME, name);
referenceable.set("description", description);
referenceable.set("owner", owner);
referenceable.set("tableType", tableType);
referenceable.set("createTime", System.currentTimeMillis());
referenceable.set("lastAccessTime", System.currentTimeMillis());
referenceable.set("retention", System.currentTimeMillis());
referenceable.set("db", dbId);
referenceable.set("sd", sd);
referenceable.set("columns", columns);
return createInstance(referenceable);
} catch (Exception e) {
throw new AtlasBaseException(AtlasErrorCode.QUICK_START, e, String.format("%s table entity creation failed", name));
}
}
Id loadProcess(String name, String description, String user, List<Id> inputTables, List<Id> outputTables,
String queryText, String queryPlan, String queryId, String queryGraph, String... traitNames)
throws AtlasBaseException {
try {
Referenceable referenceable = new Referenceable(LOAD_PROCESS_TYPE, traitNames);
// super type attributes
referenceable.set(AtlasClient.NAME, name);
referenceable.set(AtlasClient.REFERENCEABLE_ATTRIBUTE_NAME, name);
referenceable.set("description", description);
referenceable.set(INPUTS_ATTRIBUTE, inputTables);
referenceable.set(OUTPUTS_ATTRIBUTE, outputTables);
referenceable.set("user", user);
referenceable.set("startTime", System.currentTimeMillis());
referenceable.set("endTime", System.currentTimeMillis() + 10000);
referenceable.set("queryText", queryText);
referenceable.set("queryPlan", queryPlan);
referenceable.set("queryId", queryId);
referenceable.set("queryGraph", queryGraph);
return createInstance(referenceable);
} catch (Exception e) {
throw new AtlasBaseException(AtlasErrorCode.QUICK_START, e, String.format("%s process entity creation failed", name));
}
}
Id view(String name, Id dbId, List<Id> inputTables, String... traitNames) throws AtlasBaseException {
try {
Referenceable referenceable = new Referenceable(VIEW_TYPE, traitNames);
referenceable.set("name", name);
referenceable.set(AtlasClient.REFERENCEABLE_ATTRIBUTE_NAME, name);
referenceable.set("db", dbId);
referenceable.set(INPUT_TABLES_ATTRIBUTE, inputTables);
return createInstance(referenceable);
} catch (Exception e) {
throw new AtlasBaseException(AtlasErrorCode.QUICK_START, e, String.format("%s Id creation", name));
}
}
private void verifyTypesCreated() throws AtlasBaseException {
try {
List<String> types = metadataServiceClient.listTypes();
for (String type : TYPES) {
assert types.contains(type);
}
} catch (Exception e) {
throw new AtlasBaseException(AtlasErrorCode.QUICK_START, e, "view creation failed.");
}
}
private String[] getDSLQueries() {
return new String[]{"from DB_v1", "DB_v1", "DB_v1 where name=\"Reporting\"", "DB_v1 where DB_v1.name=\"Reporting\"",
"DB_v1 name = \"Reporting\"", "DB_v1 DB_v1.name = \"Reporting\"",
"DB_v1 where name=\"Reporting\" select name, owner", "DB_v1 where DB_v1.name=\"Reporting\" select name, owner",
"DB_v1 has name", "DB_v1 where DB_v1 has name", "DB_v1, Table_v1", "DB_v1 is JdbcAccess",
/*
"DB, hive_process has name",
"DB as db1, Table where db1.name = \"Reporting\"",
"DB where DB.name=\"Reporting\" and DB.createTime < " + System.currentTimeMillis()},
*/
"from Table_v1", "Table_v1", "Table_v1 is Dimension_v1", "Column_v1 where Column_v1 isa PII_v1", "View_v1 is Dimension_v1",
/*"Column where Column isa PII select Column.name",*/
"Column_v1 select Column_v1.name", "Column_v1 select name", "Column_v1 where Column_v1.name=\"customer_id\"",
"from Table_v1 select Table_v1.name", "DB_v1 where (name = \"Reporting\")",
"DB_v1 where (name = \"Reporting\") select name as _col_0, owner as _col_1", "DB_v1 where DB_v1 is JdbcAccess_v1",
"DB_v1 where DB_v1 has name", "DB_v1 Table_v1", "DB_v1 where DB_v1 has name",
"DB_v1 as db1 Table where (db1.name = \"Reporting\")",
"DB_v1 where (name = \"Reporting\") select name as _col_0, (createTime + 1) as _col_1 ",
/*
todo: does not work
"DB where (name = \"Reporting\") and ((createTime + 1) > 0)",
"DB as db1 Table as tab where ((db1.createTime + 1) > 0) and (db1.name = \"Reporting\") select db1.name
as dbName, tab.name as tabName",
"DB as db1 Table as tab where ((db1.createTime + 1) > 0) or (db1.name = \"Reporting\") select db1.name as
dbName, tab.name as tabName",
"DB as db1 Table as tab where ((db1.createTime + 1) > 0) and (db1.name = \"Reporting\") or db1 has owner
select db1.name as dbName, tab.name as tabName",
"DB as db1 Table as tab where ((db1.createTime + 1) > 0) and (db1.name = \"Reporting\") or db1 has owner
select db1.name as dbName, tab.name as tabName",
*/
// trait searches
"Dimension_v1",
/*"Fact", - todo: does not work*/
"JdbcAccess_v1", "ETL_v1", "Metric_v1", "PII_v1", "`Log Data_v1`",
/*
// Lineage - todo - fix this, its not working
"Table hive_process outputTables",
"Table loop (hive_process outputTables)",
"Table as _loop0 loop (hive_process outputTables) withPath",
"Table as src loop (hive_process outputTables) as dest select src.name as srcTable, dest.name as
destTable withPath",
*/
"Table_v1 where name=\"sales_fact\", columns",
"Table_v1 where name=\"sales_fact\", columns as column select column.name, column.dataType, column"
+ ".comment",
"from DataSet", "from Process",};
}
private void search() throws AtlasBaseException {
try {
for (String dslQuery : getDSLQueries()) {
JSONArray results = metadataServiceClient.search(dslQuery, 10, 0);
if (results != null) {
System.out.println("query [" + dslQuery + "] returned [" + results.length() + "] rows");
} else {
System.out.println("query [" + dslQuery + "] failed, results:" + results);
}
}
} catch (Exception e) {
throw new AtlasBaseException(AtlasErrorCode.QUICK_START, e, "one or more dsl queries failed");
}
}
}