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Example 1 with ConsumerFunctionContext

use of uk.gov.gchq.gaffer.function.context.ConsumerFunctionContext in project Gaffer by gchq.

the class ViewIT method shouldDeserialiseJsonView.

@Test
public void shouldDeserialiseJsonView() throws IOException {
    // Given
    // When
    View view = loadView();
    // Then
    final ViewElementDefinition edge = view.getEdge(TestGroups.EDGE);
    final ElementTransformer transformer = edge.getTransformer();
    assertNotNull(transformer);
    final List<ConsumerProducerFunctionContext<String, TransformFunction>> contexts = transformer.getFunctions();
    assertEquals(1, contexts.size());
    final List<String> selection = contexts.get(0).getSelection();
    assertEquals(2, selection.size());
    assertEquals(TestPropertyNames.PROP_1, selection.get(0));
    assertEquals(IdentifierType.SOURCE.name(), selection.get(1));
    final List<String> projection = contexts.get(0).getProjection();
    assertEquals(1, projection.size());
    assertEquals(TestPropertyNames.TRANSIENT_1, projection.get(0));
    assertTrue(contexts.get(0).getFunction() instanceof ExampleTransformFunction);
    final ElementFilter postFilter = edge.getPostTransformFilter();
    assertNotNull(postFilter);
    final List<ConsumerFunctionContext<String, FilterFunction>> filterContexts = postFilter.getFunctions();
    assertEquals(1, contexts.size());
    final List<String> postFilterSelection = filterContexts.get(0).getSelection();
    assertEquals(1, postFilterSelection.size());
    assertEquals(TestPropertyNames.TRANSIENT_1, postFilterSelection.get(0));
    assertTrue(filterContexts.get(0).getFunction() instanceof ExampleFilterFunction);
}
Also used : ConsumerProducerFunctionContext(uk.gov.gchq.gaffer.function.context.ConsumerProducerFunctionContext) ConsumerFunctionContext(uk.gov.gchq.gaffer.function.context.ConsumerFunctionContext) ElementTransformer(uk.gov.gchq.gaffer.data.element.function.ElementTransformer) ElementFilter(uk.gov.gchq.gaffer.data.element.function.ElementFilter) ViewElementDefinition(uk.gov.gchq.gaffer.data.elementdefinition.view.ViewElementDefinition) ExampleFilterFunction(uk.gov.gchq.gaffer.function.ExampleFilterFunction) View(uk.gov.gchq.gaffer.data.elementdefinition.view.View) ExampleTransformFunction(uk.gov.gchq.gaffer.function.ExampleTransformFunction) Test(org.junit.Test)

Example 2 with ConsumerFunctionContext

use of uk.gov.gchq.gaffer.function.context.ConsumerFunctionContext in project Gaffer by gchq.

the class OrTest method shouldJsonSerialiseAndDeserialise.

@Test
public void shouldJsonSerialiseAndDeserialise() throws SerialisationException {
    // Given
    final Or filter = new Or(Collections.singletonList(new ConsumerFunctionContext<Integer, FilterFunction>(new Or(), Arrays.asList(0, 1, 2))));
    // When
    final String json = new String(new JSONSerialiser().serialise(filter, true));
    // Then
    JsonUtil.assertEquals(String.format("{%n" + "  \"class\" : \"uk.gov.gchq.gaffer.function.filter.Or\",%n" + "  \"functions\" : [ {%n" + "    \"function\" : {%n" + "      \"class\" : \"uk.gov.gchq.gaffer.function.filter.Or\",%n" + "      \"functions\" : [ ]%n" + "    },%n" + "    \"selection\" : [ 0, 1, 2 ]%n" + "  } ]%n" + "}"), json);
    // When 2
    final Or deserialisedFilter = new JSONSerialiser().deserialise(json.getBytes(), Or.class);
    // Then 2
    assertNotNull(deserialisedFilter);
}
Also used : ConsumerFunctionContext(uk.gov.gchq.gaffer.function.context.ConsumerFunctionContext) JSONSerialiser(uk.gov.gchq.gaffer.jsonserialisation.JSONSerialiser) Test(org.junit.Test) FilterFunctionTest(uk.gov.gchq.gaffer.function.FilterFunctionTest)

Example 3 with ConsumerFunctionContext

use of uk.gov.gchq.gaffer.function.context.ConsumerFunctionContext in project Gaffer by gchq.

the class FiltersToOperationConverter method applyPropertyFilters.

private AbstractGetRDD<?> applyPropertyFilters(final View derivedView, final AbstractGetRDD<?> operation) {
    final List<Set<String>> groupsRelatedToFilters = new ArrayList<>();
    for (final Filter filter : filters) {
        final Set<String> groupsRelatedToFilter = getGroupsFromFilter(filter);
        if (groupsRelatedToFilter != null && !groupsRelatedToFilter.isEmpty()) {
            groupsRelatedToFilters.add(groupsRelatedToFilter);
        }
        LOGGER.info("Groups {} are related to filter {}", StringUtils.join(groupsRelatedToFilter, ','), filter);
    }
    LOGGER.info("Groups related to filters are: {}", StringUtils.join(groupsRelatedToFilters, ','));
    // Take the intersection of this list of groups - only these groups can be related to the query
    final Set<String> intersection = new HashSet<>(derivedView.getEntityGroups());
    intersection.addAll(derivedView.getEdgeGroups());
    for (final Set<String> groupsRelatedToFilter : groupsRelatedToFilters) {
        intersection.retainAll(groupsRelatedToFilter);
    }
    LOGGER.info("Groups that can be returned are: {}", StringUtils.join(intersection, ','));
    // Update view with filters and add to operation
    final Map<String, List<ConsumerFunctionContext<String, FilterFunction>>> groupToFunctions = new HashMap<>();
    for (final Filter filter : filters) {
        final Map<String, List<ConsumerFunctionContext<String, FilterFunction>>> map = getFunctionsFromFilter(filter);
        for (final Entry<String, List<ConsumerFunctionContext<String, FilterFunction>>> entry : map.entrySet()) {
            if (!groupToFunctions.containsKey(entry.getKey())) {
                groupToFunctions.put(entry.getKey(), new ArrayList<ConsumerFunctionContext<String, FilterFunction>>());
            }
            groupToFunctions.get(entry.getKey()).addAll(entry.getValue());
        }
    }
    LOGGER.info("The following functions will be applied for the given group:");
    for (final Entry<String, List<ConsumerFunctionContext<String, FilterFunction>>> entry : groupToFunctions.entrySet()) {
        LOGGER.info("Group = {}: ", entry.getKey());
        for (final ConsumerFunctionContext<String, FilterFunction> cfc : entry.getValue()) {
            LOGGER.info("\t{} {}", StringUtils.join(cfc.getSelection(), ','), cfc.getFunction());
        }
    }
    boolean updated = false;
    View.Builder builder = new View.Builder();
    for (final String group : derivedView.getEntityGroups()) {
        if (intersection.contains(group)) {
            if (groupToFunctions.get(group) != null) {
                final ViewElementDefinition ved = new ViewElementDefinition.Builder().merge(derivedView.getEntity(group)).postAggregationFilterFunctions(groupToFunctions.get(group)).build();
                LOGGER.info("Adding the following filter functions to the view for group {}:", group);
                for (final ConsumerFunctionContext<String, FilterFunction> cfc : groupToFunctions.get(group)) {
                    LOGGER.info("\t{} {}", StringUtils.join(cfc.getSelection(), ','), cfc.getFunction());
                }
                builder = builder.entity(group, ved);
                updated = true;
            } else {
                LOGGER.info("Not adding any filter functions to the view for group {}", group);
            }
        }
    }
    for (final String group : derivedView.getEdgeGroups()) {
        if (intersection.contains(group)) {
            if (groupToFunctions.get(group) != null) {
                final ViewElementDefinition ved = new ViewElementDefinition.Builder().merge(derivedView.getEdge(group)).postAggregationFilterFunctions(groupToFunctions.get(group)).build();
                LOGGER.info("Adding the following filter functions to the view for group {}:", group);
                for (final ConsumerFunctionContext<String, FilterFunction> cfc : groupToFunctions.get(group)) {
                    LOGGER.info("\t{} {}", StringUtils.join(cfc.getSelection(), ','), cfc.getFunction());
                }
                builder = builder.edge(group, ved);
                updated = true;
            } else {
                LOGGER.info("Not adding any filter functions to the view for group {}", group);
            }
        }
    }
    if (updated) {
        operation.setView(builder.build());
    } else {
        operation.setView(derivedView);
    }
    return operation;
}
Also used : FilterFunction(uk.gov.gchq.gaffer.function.FilterFunction) HashSet(java.util.HashSet) Set(java.util.Set) HashMap(java.util.HashMap) ArrayList(java.util.ArrayList) ViewElementDefinition(uk.gov.gchq.gaffer.data.elementdefinition.view.ViewElementDefinition) View(uk.gov.gchq.gaffer.data.elementdefinition.view.View) ConsumerFunctionContext(uk.gov.gchq.gaffer.function.context.ConsumerFunctionContext) Filter(org.apache.spark.sql.sources.Filter) ArrayList(java.util.ArrayList) List(java.util.List) HashSet(java.util.HashSet)

Example 4 with ConsumerFunctionContext

use of uk.gov.gchq.gaffer.function.context.ConsumerFunctionContext in project Gaffer by gchq.

the class FiltersToOperationConverter method getFunctionsFromFilter.

/**
     * Converts a Spark {@link Filter} to a map from group to a list of Gaffer {@link ConsumerFunctionContext}s.
     * <p>
     * Note that Spark also applies all the filters provided to the <code>buildScan(String[], Filter[])</code> method
     * so not implementing some of the provided {@link Filter}s in Gaffer will not cause errors. However, as many as
     * possible should be implemented so that as much filtering as possible happens in iterators running in Accumulo's
     * tablet servers (this avoids unnecessary data transfer from Accumulo to Spark).
     *
     * @param filter The {@link Filter} to transform.
     * @return A map from {@link String} to {@link ConsumerFunctionContext}s implementing the provided {@link Filter}.
     */
private Map<String, List<ConsumerFunctionContext<String, FilterFunction>>> getFunctionsFromFilter(final Filter filter) {
    final Map<String, List<ConsumerFunctionContext<String, FilterFunction>>> map = new HashMap<>();
    if (filter instanceof EqualTo) {
    // Not dealt with as requires a FilterFunction that returns null if either the controlValue or the
    // test value is null - the API of FilterFunction doesn't permit this.
    } else if (filter instanceof EqualNullSafe) {
        final EqualNullSafe equalNullSafe = (EqualNullSafe) filter;
        final FilterFunction isEqual = new IsEqual(equalNullSafe.value());
        final List<String> properties = Collections.singletonList(equalNullSafe.attribute());
        final Set<String> relevantGroups = getGroupsFromFilter(filter);
        if (relevantGroups != null) {
            for (final String group : relevantGroups) {
                if (!map.containsKey(group)) {
                    map.put(group, new ArrayList<ConsumerFunctionContext<String, FilterFunction>>());
                }
                map.get(group).add(new ConsumerFunctionContext<>(isEqual, properties));
            }
        }
        LOGGER.debug("Converted {} to IsEqual ({})", filter, properties.get(0));
    } else if (filter instanceof GreaterThan) {
        final GreaterThan greaterThan = (GreaterThan) filter;
        final FilterFunction isMoreThan = new IsMoreThan((Comparable<?>) greaterThan.value(), false);
        final List<String> properties = Collections.singletonList(greaterThan.attribute());
        final Set<String> relevantGroups = getGroupsFromFilter(filter);
        if (relevantGroups != null) {
            for (final String group : relevantGroups) {
                if (!map.containsKey(group)) {
                    map.put(group, new ArrayList<ConsumerFunctionContext<String, FilterFunction>>());
                }
                map.get(group).add(new ConsumerFunctionContext<>(isMoreThan, properties));
            }
        }
        LOGGER.debug("Converted {} to isMoreThan ({})", filter, properties.get(0));
    } else if (filter instanceof GreaterThanOrEqual) {
        final GreaterThanOrEqual greaterThan = (GreaterThanOrEqual) filter;
        final FilterFunction isMoreThan = new IsMoreThan((Comparable<?>) greaterThan.value(), true);
        final List<String> properties = Collections.singletonList(greaterThan.attribute());
        final Set<String> relevantGroups = getGroupsFromFilter(filter);
        if (relevantGroups != null) {
            for (final String group : relevantGroups) {
                if (!map.containsKey(group)) {
                    map.put(group, new ArrayList<ConsumerFunctionContext<String, FilterFunction>>());
                }
                map.get(group).add(new ConsumerFunctionContext<>(isMoreThan, properties));
            }
        }
        LOGGER.debug("Converted {} to IsMoreThan ({})", filter, properties.get(0));
    } else if (filter instanceof LessThan) {
        final LessThan lessThan = (LessThan) filter;
        final FilterFunction isLessThan = new IsLessThan((Comparable<?>) lessThan.value(), false);
        final List<String> properties = Collections.singletonList(lessThan.attribute());
        final Set<String> relevantGroups = getGroupsFromFilter(filter);
        if (relevantGroups != null) {
            for (final String group : relevantGroups) {
                if (!map.containsKey(group)) {
                    map.put(group, new ArrayList<ConsumerFunctionContext<String, FilterFunction>>());
                }
                map.get(group).add(new ConsumerFunctionContext<>(isLessThan, properties));
            }
        }
        LOGGER.debug("Converted {} to IsLessThan ({})", filter, properties.get(0));
    } else if (filter instanceof LessThanOrEqual) {
        final LessThanOrEqual lessThan = (LessThanOrEqual) filter;
        final FilterFunction isLessThan = new IsLessThan((Comparable<?>) lessThan.value(), true);
        final List<String> properties = Collections.singletonList(lessThan.attribute());
        final Set<String> relevantGroups = getGroupsFromFilter(filter);
        if (relevantGroups != null) {
            for (final String group : relevantGroups) {
                if (!map.containsKey(group)) {
                    map.put(group, new ArrayList<ConsumerFunctionContext<String, FilterFunction>>());
                }
                map.get(group).add(new ConsumerFunctionContext<>(isLessThan, properties));
            }
        }
        LOGGER.debug("Converted {} to LessThanOrEqual ({})", filter, properties.get(0));
    } else if (filter instanceof In) {
        final In in = (In) filter;
        final FilterFunction isIn = new IsIn(new HashSet<>(Arrays.asList(in.values())));
        final List<String> properties = Collections.singletonList(in.attribute());
        final Set<String> relevantGroups = getGroupsFromFilter(filter);
        if (relevantGroups != null) {
            for (final String group : relevantGroups) {
                if (!map.containsKey(group)) {
                    map.put(group, new ArrayList<ConsumerFunctionContext<String, FilterFunction>>());
                }
                map.get(group).add(new ConsumerFunctionContext<>(isIn, properties));
            }
        }
        LOGGER.debug("Converted {} to IsIn ({})", filter, properties.get(0));
    } else if (filter instanceof IsNull) {
        final IsNull isNull = (IsNull) filter;
        final FilterFunction doesntExist = new Not(new Exists());
        final List<String> properties = Collections.singletonList(isNull.attribute());
        final Set<String> relevantGroups = getGroupsFromFilter(filter);
        if (relevantGroups != null) {
            for (final String group : relevantGroups) {
                if (!map.containsKey(group)) {
                    map.put(group, new ArrayList<ConsumerFunctionContext<String, FilterFunction>>());
                }
                map.get(group).add(new ConsumerFunctionContext<>(doesntExist, properties));
            }
        }
        LOGGER.debug("Converted {} to Not(Exists) ({})", filter, properties.get(0));
    } else if (filter instanceof IsNotNull) {
        final IsNotNull isNotNull = (IsNotNull) filter;
        final FilterFunction exists = new Exists();
        final List<String> properties = Collections.singletonList(isNotNull.attribute());
        final Set<String> relevantGroups = getGroupsFromFilter(filter);
        if (relevantGroups != null) {
            for (final String group : relevantGroups) {
                if (!map.containsKey(group)) {
                    map.put(group, new ArrayList<ConsumerFunctionContext<String, FilterFunction>>());
                }
                map.get(group).add(new ConsumerFunctionContext<>(exists, properties));
            }
        }
        LOGGER.debug("Converted {} to Exists ({})", filter, properties.get(0));
    } else if (filter instanceof And) {
        final And and = (And) filter;
        final Map<String, List<ConsumerFunctionContext<String, FilterFunction>>> left = getFunctionsFromFilter(and.left());
        final Map<String, List<ConsumerFunctionContext<String, FilterFunction>>> right = getFunctionsFromFilter(and.right());
        final Set<String> relevantGroups = getGroupsFromFilter(filter);
        if (relevantGroups != null) {
            for (final String group : relevantGroups) {
                final List<ConsumerFunctionContext<String, FilterFunction>> concatFilters = new ArrayList<>();
                if (left.get(group) != null) {
                    concatFilters.addAll(left.get(group));
                }
                if (right.get(group) != null) {
                    concatFilters.addAll(right.get(group));
                }
                if (!map.containsKey(group)) {
                    map.put(group, new ArrayList<ConsumerFunctionContext<String, FilterFunction>>());
                }
                map.get(group).addAll(concatFilters);
            }
        }
        LOGGER.debug("Converted {} to list of filters ({})", filter, StringUtils.join(map.entrySet(), ','));
    }
    return map;
}
Also used : FilterFunction(uk.gov.gchq.gaffer.function.FilterFunction) HashSet(java.util.HashSet) Set(java.util.Set) EqualNullSafe(org.apache.spark.sql.sources.EqualNullSafe) LessThanOrEqual(org.apache.spark.sql.sources.LessThanOrEqual) HashMap(java.util.HashMap) IsIn(uk.gov.gchq.gaffer.function.filter.IsIn) In(org.apache.spark.sql.sources.In) ArrayList(java.util.ArrayList) GreaterThanOrEqual(org.apache.spark.sql.sources.GreaterThanOrEqual) LessThan(org.apache.spark.sql.sources.LessThan) IsLessThan(uk.gov.gchq.gaffer.function.filter.IsLessThan) IsNotNull(org.apache.spark.sql.sources.IsNotNull) ConsumerFunctionContext(uk.gov.gchq.gaffer.function.context.ConsumerFunctionContext) IsLessThan(uk.gov.gchq.gaffer.function.filter.IsLessThan) GreaterThan(org.apache.spark.sql.sources.GreaterThan) ArrayList(java.util.ArrayList) List(java.util.List) IsIn(uk.gov.gchq.gaffer.function.filter.IsIn) EqualTo(org.apache.spark.sql.sources.EqualTo) IsEqual(uk.gov.gchq.gaffer.function.filter.IsEqual) Not(uk.gov.gchq.gaffer.function.filter.Not) Exists(uk.gov.gchq.gaffer.function.filter.Exists) And(org.apache.spark.sql.sources.And) IsNull(org.apache.spark.sql.sources.IsNull) IsMoreThan(uk.gov.gchq.gaffer.function.filter.IsMoreThan) HashMap(java.util.HashMap) Map(java.util.Map)

Example 5 with ConsumerFunctionContext

use of uk.gov.gchq.gaffer.function.context.ConsumerFunctionContext in project Gaffer by gchq.

the class FilterToOperationConverterTest method testSpecifyVertexAndPropertyFilter.

@Test
public void testSpecifyVertexAndPropertyFilter() throws OperationException {
    final Schema schema = getSchema();
    final SQLContext sqlContext = getSqlContext("testSpecifyVertexAndPropertyFilter");
    // Specify vertex and a filter on property1
    Filter[] filters = new Filter[2];
    filters[0] = new GreaterThan("property1", 5);
    filters[1] = new EqualTo(SchemaToStructTypeConverter.VERTEX_COL_NAME, "0");
    FiltersToOperationConverter converter = new FiltersToOperationConverter(sqlContext, getViewFromSchema(schema), schema, filters);
    AbstractGetRDD<?> operation = converter.getOperation();
    assertTrue(operation instanceof GetRDDOfElements);
    assertEquals(1, operation.getView().getEntityGroups().size());
    assertEquals(0, operation.getView().getEdgeGroups().size());
    final Set<EntitySeed> seeds = new HashSet<>();
    for (final Object seed : ((GetRDDOfElements) operation).getSeeds()) {
        seeds.add((EntitySeed) seed);
    }
    assertEquals(Collections.singleton(new EntitySeed("0")), seeds);
    View opView = operation.getView();
    List<ConsumerFunctionContext<String, FilterFunction>> entityPostAggFilters = opView.getEntity(ENTITY_GROUP).getPostAggregationFilterFunctions();
    assertEquals(1, entityPostAggFilters.size());
    final ArrayList<String> expectedProperties = new ArrayList<>();
    expectedProperties.add("property1");
    assertEquals(1, entityPostAggFilters.get(0).getSelection().size());
    assertEquals(expectedProperties.get(0), entityPostAggFilters.get(0).getSelection().get(0));
    final ArrayList<FilterFunction> expectedFunctions = new ArrayList<>();
    expectedFunctions.add(new IsMoreThan(5, false));
    assertEquals(expectedFunctions.get(0), entityPostAggFilters.get(0).getFunction());
    // Specify vertex and filters on properties property1 and property4
    filters = new Filter[3];
    filters[0] = new GreaterThan("property1", 5);
    filters[1] = new EqualTo(SchemaToStructTypeConverter.VERTEX_COL_NAME, "0");
    filters[2] = new LessThan("property4", 8);
    converter = new FiltersToOperationConverter(sqlContext, getViewFromSchema(schema), schema, filters);
    operation = converter.getOperation();
    assertTrue(operation instanceof GetRDDOfElements);
    assertEquals(1, operation.getView().getEntityGroups().size());
    assertEquals(0, operation.getView().getEdgeGroups().size());
    seeds.clear();
    for (final Object seed : ((GetRDDOfElements) operation).getSeeds()) {
        seeds.add((EntitySeed) seed);
    }
    assertEquals(Collections.singleton(new EntitySeed("0")), seeds);
    opView = operation.getView();
    entityPostAggFilters = opView.getEntity(ENTITY_GROUP).getPostAggregationFilterFunctions();
    assertEquals(2, entityPostAggFilters.size());
    expectedProperties.clear();
    expectedProperties.add("property1");
    expectedProperties.add("property4");
    assertEquals(1, entityPostAggFilters.get(0).getSelection().size());
    assertEquals(expectedProperties.get(0), entityPostAggFilters.get(0).getSelection().get(0));
    assertEquals(1, entityPostAggFilters.get(1).getSelection().size());
    assertEquals(expectedProperties.get(1), entityPostAggFilters.get(1).getSelection().get(0));
    expectedFunctions.clear();
    expectedFunctions.add(new IsMoreThan(5, false));
    expectedFunctions.add(new IsLessThan(8, false));
    assertEquals(expectedFunctions.get(0), entityPostAggFilters.get(0).getFunction());
    assertEquals(expectedFunctions.get(1), entityPostAggFilters.get(1).getFunction());
    sqlContext.sparkContext().stop();
}
Also used : FilterFunction(uk.gov.gchq.gaffer.function.FilterFunction) Schema(uk.gov.gchq.gaffer.store.schema.Schema) ArrayList(java.util.ArrayList) View(uk.gov.gchq.gaffer.data.elementdefinition.view.View) EqualTo(org.apache.spark.sql.sources.EqualTo) LessThan(org.apache.spark.sql.sources.LessThan) IsLessThan(uk.gov.gchq.gaffer.function.filter.IsLessThan) ConsumerFunctionContext(uk.gov.gchq.gaffer.function.context.ConsumerFunctionContext) IsLessThan(uk.gov.gchq.gaffer.function.filter.IsLessThan) Filter(org.apache.spark.sql.sources.Filter) GreaterThan(org.apache.spark.sql.sources.GreaterThan) EntitySeed(uk.gov.gchq.gaffer.operation.data.EntitySeed) IsMoreThan(uk.gov.gchq.gaffer.function.filter.IsMoreThan) SQLContext(org.apache.spark.sql.SQLContext) GetRDDOfElements(uk.gov.gchq.gaffer.spark.operation.scalardd.GetRDDOfElements) HashSet(java.util.HashSet) Test(org.junit.Test)

Aggregations

ConsumerFunctionContext (uk.gov.gchq.gaffer.function.context.ConsumerFunctionContext)14 Test (org.junit.Test)11 ArrayList (java.util.ArrayList)10 View (uk.gov.gchq.gaffer.data.elementdefinition.view.View)7 FilterFunction (uk.gov.gchq.gaffer.function.FilterFunction)7 IsMoreThan (uk.gov.gchq.gaffer.function.filter.IsMoreThan)6 Filter (org.apache.spark.sql.sources.Filter)5 GreaterThan (org.apache.spark.sql.sources.GreaterThan)5 LessThan (org.apache.spark.sql.sources.LessThan)5 IsLessThan (uk.gov.gchq.gaffer.function.filter.IsLessThan)5 HashSet (java.util.HashSet)4 SQLContext (org.apache.spark.sql.SQLContext)4 Schema (uk.gov.gchq.gaffer.store.schema.Schema)4 EqualTo (org.apache.spark.sql.sources.EqualTo)3 HashMap (java.util.HashMap)2 List (java.util.List)2 Set (java.util.Set)2 And (org.apache.spark.sql.sources.And)2 ElementFilter (uk.gov.gchq.gaffer.data.element.function.ElementFilter)2 ViewElementDefinition (uk.gov.gchq.gaffer.data.elementdefinition.view.ViewElementDefinition)2