Tuesday, 23 August 2022

Atlas Client: facetedSearch: Get more control on performing basic search

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public AtlasSearchResult facetedSearch(SearchParameters searchParameters) throws AtlasServiceException

  ‘SearchParameters’ class is very rich enough to support almost all the kinds of searches on entities.

 

public class SearchParameters implements Serializable {
    private static final long serialVersionUID = 1L;

    private String  query;
    private String  typeName;
    private String  classification;
    private String  termName;
    private String  sortBy;
    private boolean excludeDeletedEntities;
    private boolean includeClassificationAttributes;
    private boolean includeSubTypes                 = true;
    private boolean includeSubClassifications       = true;
    private int     limit;
    private int     offset;
    private String  marker;

    private FilterCriteria entityFilters;
    private FilterCriteria tagFilters;
    private Set<String>    attributes;
    private SortOrder      sortOrder;

    .....

     public static class FilterCriteria {
        // Can be presented as a group of conditions or a single condition
        public enum Condition { AND, OR }

        // Single condition
        private String   attributeName;
        private Operator operator;
        private String   attributeValue;

        // Complex conditions
        private Condition            condition;
        private List<FilterCriteria> criterion;
        .....
    }

    public enum Operator {
        LT(new String[]{"<", "lt"}),
        GT(new String[]{">", "gt"}),
        LTE(new String[]{"<=", "lte"}),
        GTE(new String[]{">=", "gte"}),
        EQ(new String[]{"=", "eq"}),
        NEQ(new String[]{"!=", "neq"}),
        IN(new String[]{"in", "IN"}),
        LIKE(new String[]{"like", "LIKE"}),
        STARTS_WITH(new String[]{"startsWith", "STARTSWITH", "begins_with", "BEGINS_WITH"}),
        ENDS_WITH(new String[]{"endsWith", "ENDSWITH", "ends_with", "ENDS_WITH"}),
        CONTAINS(new String[]{"contains", "CONTAINS"}),
        NOT_CONTAINS(new String[]{"not_contains", "NOT_CONTAINS"}),
        CONTAINS_ANY(new String[]{"containsAny", "CONTAINSANY", "contains_any", "CONTAINS_ANY"}),
        CONTAINS_ALL(new String[]{"containsAll", "CONTAINSALL", "contains_all", "CONTAINS_ALL"}),
        IS_NULL(new String[]{"isNull", "ISNULL", "is_null", "IS_NULL"}),
        NOT_NULL(new String[]{"notNull", "NOTNULL", "not_null", "NOT_NULL"}),
        TIME_RANGE(new String[]{"timerange", "TIMERANGE","time_range","TIME_RANGE"}),
        NOT_EMPTY(new String[]{"notEmpty", "NOTEMPTY", "not_empty", "NOT_EMPTY"})
        ;
        ......
        ......
    }
}

 

Example 1: Get all the first 10 entities in a ‘DataSet’ type

SearchParameters searchParameters = new SearchParameters();
searchParameters.setTypeName("DataSet");
searchParameters.setOffset(0);
searchParameters.setLimit(10);
AtlasSearchResult atlasSearchResult = atlasClient.facetedSearch(searchParameters);

 

Example 2: Get all the first 10 entities in a ‘DataSet’ type and sort by name.

searchParameters = new SearchParameters();
searchParameters.setTypeName("DataSet");
searchParameters.setOffset(0);
searchParameters.setLimit(10);
searchParameters.setSortBy("name");
searchParameters.setSortOrder(SortOrder.ASCENDING);
atlasSearchResult = atlasClient.facetedSearch(searchParameters);

 

Example 3: Get all the entities attached with sensitive_data classification.

searchParameters = new SearchParameters();
searchParameters.setClassification("sensitive_data");
searchParameters.setOffset(0);
searchParameters.setLimit(10);
atlasSearchResult = atlasClient.facetedSearch(searchParameters);

 

Example 4: Get all the first 10 entities in a ‘DataSet’ type that contain name 'sale'

 

searchParameters = new SearchParameters();
searchParameters.setTypeName("DataSet");
searchParameters.setOffset(0);
searchParameters.setLimit(10);
searchParameters.setSortBy("name");
searchParameters.setSortOrder(SortOrder.ASCENDING);

FilterCriteria entityFilters = new FilterCriteria();
entityFilters.setAttributeName("name");
entityFilters.setOperator(Operator.CONTAINS);
entityFilters.setAttributeValue("sale");
searchParameters.setEntityFilters(entityFilters);
atlasSearchResult = atlasClient.facetedSearch(searchParameters);

Example 5: Get all the first 10 entities in a ‘DataSet’ type that attached to 'sensitive_data' classification and the classification attribute 'DurationInDays' is set to 10

searchParameters = new SearchParameters();
searchParameters.setClassification("sensitive_data");
searchParameters.setOffset(0);
searchParameters.setLimit(10);
searchParameters.setSortBy("name");
searchParameters.setSortOrder(SortOrder.ASCENDING);

FilterCriteria tagFilters = new FilterCriteria();
tagFilters.setAttributeName("durationInDays");
tagFilters.setOperator(Operator.EQ);
tagFilters.setAttributeValue("10");
searchParameters.setTagFilters(tagFilters);
atlasSearchResult = atlasClient.facetedSearch(searchParameters);

Example 6: Search by text: Get all the entities that contain string 'sales'

searchParameters = new SearchParameters();
searchParameters.setQuery("sales");
atlasSearchResult = atlasClient.facetedSearch(searchParameters);

Find the below working application.

 

Create atlas-application.properties file under src/main/resources folder.

 

atlas-application.properties

atlas.client.readTimeoutMSecs=30000
atlas.client.connectTimeoutMSecs=30000

Define FacetedSearchDemo class.

 

FacetedSearchDemo.java

package com.sample.app.search;

import java.util.List;

import org.apache.atlas.AtlasClientV2;
import org.apache.atlas.AtlasServiceException;
import org.apache.atlas.SortOrder;
import org.apache.atlas.model.discovery.AtlasSearchResult;
import org.apache.atlas.model.discovery.SearchParameters;
import org.apache.atlas.model.discovery.SearchParameters.FilterCriteria;
import org.apache.atlas.model.discovery.SearchParameters.Operator;
import org.apache.atlas.model.instance.AtlasEntityHeader;

public class FacetedSearchDemo {

    private static void printAtlasSearchResult(AtlasSearchResult atlasSearchResult, String message) {
        System.out.println("\n" + message);
        System.out.println("________________________________________");
        List<AtlasEntityHeader> entityHeaders = atlasSearchResult.getEntities();

        for (AtlasEntityHeader atlasEntityHeader : entityHeaders) {
            System.out.println("\t" + atlasEntityHeader.getAttribute("name"));
        }
    }

    public static void main(String[] args) throws AtlasServiceException {
        AtlasClientV2 atlasClient = new AtlasClientV2(new String[] { "http://localhost:21000" },
                new String[] { "admin", "admin" });

        SearchParameters searchParameters = new SearchParameters();
        searchParameters.setTypeName("DataSet");
        searchParameters.setOffset(0);
        searchParameters.setLimit(10);
        AtlasSearchResult atlasSearchResult = atlasClient.facetedSearch(searchParameters);
        printAtlasSearchResult(atlasSearchResult, "Get all the first 10 in a ‘DataSet’ type");

        searchParameters = new SearchParameters();
        searchParameters.setTypeName("DataSet");
        searchParameters.setOffset(0);
        searchParameters.setLimit(10);
        searchParameters.setSortBy("name");
        searchParameters.setSortOrder(SortOrder.ASCENDING);
        atlasSearchResult = atlasClient.facetedSearch(searchParameters);
        printAtlasSearchResult(atlasSearchResult, "Get all the first 10 in a ‘DataSet’ type and sort by name");

        searchParameters = new SearchParameters();
        searchParameters.setClassification("sensitive_data");
        searchParameters.setOffset(0);
        searchParameters.setLimit(10);
        atlasSearchResult = atlasClient.facetedSearch(searchParameters);
        printAtlasSearchResult(atlasSearchResult, "Get all the entities attached with sensitive_data classification");

        searchParameters = new SearchParameters();
        searchParameters.setTypeName("DataSet");
        searchParameters.setOffset(0);
        searchParameters.setLimit(10);
        searchParameters.setSortBy("name");
        searchParameters.setSortOrder(SortOrder.ASCENDING);

        FilterCriteria entityFilters = new FilterCriteria();
        entityFilters.setAttributeName("name");
        entityFilters.setOperator(Operator.CONTAINS);
        entityFilters.setAttributeValue("sale");
        searchParameters.setEntityFilters(entityFilters);
        atlasSearchResult = atlasClient.facetedSearch(searchParameters);
        printAtlasSearchResult(atlasSearchResult, "Get all the first 10 in a ‘DataSet’ type that contain name 'sale'");

        // Search by classification attribute
        searchParameters = new SearchParameters();
        searchParameters.setClassification("sensitive_data");
        searchParameters.setOffset(0);
        searchParameters.setLimit(10);
        searchParameters.setSortBy("name");
        searchParameters.setSortOrder(SortOrder.ASCENDING);

        FilterCriteria tagFilters = new FilterCriteria();
        tagFilters.setAttributeName("durationInDays");
        tagFilters.setOperator(Operator.EQ);
        tagFilters.setAttributeValue("10");
        searchParameters.setTagFilters(tagFilters);
        atlasSearchResult = atlasClient.facetedSearch(searchParameters);
        printAtlasSearchResult(atlasSearchResult,
                "Get all the first 10 in a ‘DataSet’ type that attached to 'sensitive_data' classification and the classificaiton attribute 'DurationInDays' is set to 10");
        
        // Free text search
        searchParameters = new SearchParameters();
        searchParameters.setQuery("sales");
        atlasSearchResult = atlasClient.facetedSearch(searchParameters);
        printAtlasSearchResult(atlasSearchResult,
                "get all the entities that contain string 'sales'");
        
        
    }

}

Output

Get all the first 10 in a ‘DataSet’ type
________________________________________
    sales_from_germany.txt
    global_sales.txt
    sales_from_Canada.txt
    profit_in_Germany.txt
    profit_in_Canada.txt
    products
    CreateEntity_DEMO1
    CreateEntity_DEMO1
    DeleteEntityById_DEMO1
    DeleteEntityById_DEMO1

Get all the first 10 in a ‘DataSet’ type and sort by name
________________________________________
    AttributeDefaultValue_DEMO1
    AttributeTypeMap_DEMO1
    AttributeWithListOfStrings_DEMO1
    AttributeWithSetOfStrings_DEMO1
    CreateEntities_DEMO1
    CreateEntities_DEMO2
    CreateEntity_DEMO1
    CreateEntity_DEMO1
    CreateEntity_DEMO1
    DeleteEntitiesByGuids_DEMO1

Get all the entities attached with sensitive_data classification
________________________________________
    products
    AttributeWithListOfStrings_DEMO1
    AttributeWithSetOfStrings_DEMO1
    AttributeTypeMap_DEMO1

Get all the first 10 in a ‘DataSet’ type that contain name 'sale'
________________________________________
    global_sales.txt
    sales
    sales_from_Canada.txt
    sales_from_germany.txt

Get all the first 10 in a ‘DataSet’ type that attached to 'sensitive_data' classification and the classificaiton attribute 'DurationInDays' is set to 10
________________________________________
    products
    AttributeWithSetOfStrings_DEMO1
    AttributeTypeMap_DEMO1

get all the entities that contain string 'sales'
________________________________________
    sales
    global_sales.txt
    mergeSalesDailyFromGermanyCanada


  

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