use of org.apache.spark.sql.sources.Filter in project Gaffer by gchq.
the class FilterToOperationConverterTest method testSpecifyPropertyFilters.
@Test
public void testSpecifyPropertyFilters() throws OperationException {
final Schema schema = getSchema();
final SQLContext sqlContext = getSqlContext("testSpecifyPropertyFilters");
final Filter[] filters = new Filter[1];
// GreaterThan
filters[0] = new GreaterThan("property1", 5);
FiltersToOperationConverter converter = new FiltersToOperationConverter(sqlContext, getViewFromSchema(schema), schema, filters);
AbstractGetRDD<?> operation = converter.getOperation();
assertTrue(operation instanceof GetRDDOfAllElements);
View opView = operation.getView();
List<ConsumerFunctionContext<String, FilterFunction>> entityPostAggFilters = opView.getEntity(ENTITY_GROUP).getPostAggregationFilterFunctions();
assertEquals(1, entityPostAggFilters.size());
assertEquals(new ArrayList<>(Collections.singleton("property1")), entityPostAggFilters.get(0).getSelection());
assertEquals(new IsMoreThan(5, false), entityPostAggFilters.get(0).getFunction());
for (final String edgeGroup : EDGE_GROUPS) {
final List<ConsumerFunctionContext<String, FilterFunction>> edgePostAggFilters = opView.getEdge(edgeGroup).getPostAggregationFilterFunctions();
assertEquals(1, edgePostAggFilters.size());
assertEquals(new ArrayList<>(Collections.singleton("property1")), edgePostAggFilters.get(0).getSelection());
assertEquals(new IsMoreThan(5, false), edgePostAggFilters.get(0).getFunction());
}
// LessThan
filters[0] = new LessThan("property4", 8L);
converter = new FiltersToOperationConverter(sqlContext, getViewFromSchema(schema), schema, filters);
operation = converter.getOperation();
assertTrue(operation instanceof GetRDDOfAllElements);
// Only groups ENTITY_GROUP and EDGE_GROUP should be in the view as only they have property4
opView = operation.getView();
entityPostAggFilters = opView.getEntity(ENTITY_GROUP).getPostAggregationFilterFunctions();
assertEquals(1, entityPostAggFilters.size());
assertEquals(new ArrayList<>(Collections.singleton("property4")), entityPostAggFilters.get(0).getSelection());
assertEquals(new IsLessThan(8L, false), entityPostAggFilters.get(0).getFunction());
List<ConsumerFunctionContext<String, FilterFunction>> edgePostAggFilters = opView.getEdge(EDGE_GROUP).getPostAggregationFilterFunctions();
assertEquals(1, edgePostAggFilters.size());
assertEquals(new ArrayList<>(Collections.singleton("property4")), edgePostAggFilters.get(0).getSelection());
assertEquals(new IsLessThan(8L, false), edgePostAggFilters.get(0).getFunction());
// And
final Filter left = new GreaterThan("property1", 5);
final Filter right = new GreaterThan("property4", 8L);
filters[0] = new And(left, right);
converter = new FiltersToOperationConverter(sqlContext, getViewFromSchema(schema), schema, filters);
operation = converter.getOperation();
assertTrue(operation instanceof GetRDDOfAllElements);
// Only groups ENTITY_GROUP and EDGE_GROUP should be in the view as only they have property1 and property4
opView = operation.getView();
entityPostAggFilters = opView.getEntity(ENTITY_GROUP).getPostAggregationFilterFunctions();
assertEquals(2, entityPostAggFilters.size());
final ArrayList<String> expectedProperties = new ArrayList<>();
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));
final ArrayList<FilterFunction> expectedFunctions = new ArrayList<>();
expectedFunctions.add(new IsMoreThan(5, false));
expectedFunctions.add(new IsMoreThan(8L, false));
assertEquals(expectedFunctions.get(0), entityPostAggFilters.get(0).getFunction());
assertEquals(expectedFunctions.get(1), entityPostAggFilters.get(1).getFunction());
edgePostAggFilters = opView.getEdge(EDGE_GROUP).getPostAggregationFilterFunctions();
assertEquals(2, edgePostAggFilters.size());
assertEquals(1, edgePostAggFilters.get(0).getSelection().size());
assertEquals(expectedProperties.get(0), edgePostAggFilters.get(0).getSelection().get(0));
assertEquals(1, edgePostAggFilters.get(1).getSelection().size());
assertEquals(expectedProperties.get(1), edgePostAggFilters.get(1).getSelection().get(0));
sqlContext.sparkContext().stop();
}
use of org.apache.spark.sql.sources.Filter in project Gaffer by gchq.
the class FilterToOperationConverterTest method testSingleGroupNotInSchema.
@Test
public void testSingleGroupNotInSchema() throws OperationException {
final Schema schema = getSchema();
final SQLContext sqlContext = getSqlContext("testSingleGroupNotInSchema");
final Filter[] filters = new Filter[1];
filters[0] = new EqualTo(SchemaToStructTypeConverter.GROUP, "random");
final FiltersToOperationConverter converter = new FiltersToOperationConverter(sqlContext, getViewFromSchema(schema), schema, filters);
final AbstractGetRDD<?> operation = converter.getOperation();
assertNull(operation);
sqlContext.sparkContext().stop();
}
use of org.apache.spark.sql.sources.Filter in project Gaffer by gchq.
the class FilterToOperationConverterTest method testSpecifySourceOrDestinationAndPropertyFilter.
@Test
public void testSpecifySourceOrDestinationAndPropertyFilter() throws OperationException {
final Schema schema = getSchema();
final SQLContext sqlContext = getSqlContext("testSpecifyVertexAndPropertyFilter");
// Specify src and a filter on property1
Filter[] filters = new Filter[2];
filters[0] = new GreaterThan("property1", 5);
filters[1] = new EqualTo(SchemaToStructTypeConverter.SRC_COL_NAME, "0");
FiltersToOperationConverter converter = new FiltersToOperationConverter(sqlContext, getViewFromSchema(schema), schema, filters);
AbstractGetRDD<?> operation = converter.getOperation();
assertTrue(operation instanceof GetRDDOfElements);
assertEquals(0, operation.getView().getEntityGroups().size());
assertEquals(2, 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();
for (final String edgeGroup : EDGE_GROUPS) {
final List<ConsumerFunctionContext<String, FilterFunction>> edgePostAggFilters = opView.getEdge(edgeGroup).getPostAggregationFilterFunctions();
assertEquals(1, edgePostAggFilters.size());
assertEquals(new ArrayList<>(Collections.singleton("property1")), edgePostAggFilters.get(0).getSelection());
assertEquals(new IsMoreThan(5, false), edgePostAggFilters.get(0).getFunction());
}
// Specify src and filters on property1 and property4
filters = new Filter[3];
filters[0] = new GreaterThan("property1", 5);
filters[1] = new EqualTo(SchemaToStructTypeConverter.SRC_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(0, operation.getView().getEntityGroups().size());
assertEquals(1, 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();
final List<ConsumerFunctionContext<String, FilterFunction>> entityPostAggFilters = opView.getEdge(EDGE_GROUP).getPostAggregationFilterFunctions();
assertEquals(2, entityPostAggFilters.size());
final List<String> expectedProperties = new ArrayList<>();
expectedProperties.add("property1");
expectedProperties.add("property4");
assertEquals(1, entityPostAggFilters.get(0).getSelection().size());
assertEquals(expectedProperties.get(0), entityPostAggFilters.get(0).getSelection().get(0));
assertEquals(new IsMoreThan(5, false), entityPostAggFilters.get(0).getFunction());
assertEquals(1, entityPostAggFilters.get(1).getSelection().size());
assertEquals(expectedProperties.get(1), entityPostAggFilters.get(1).getSelection().get(0));
assertEquals(new IsLessThan(8, false), entityPostAggFilters.get(1).getFunction());
sqlContext.sparkContext().stop();
}
use of org.apache.spark.sql.sources.Filter in project Gaffer by gchq.
the class FilterToOperationConverterTest method testSpecifyVertex.
@Test
public void testSpecifyVertex() throws OperationException {
final Schema schema = getSchema();
final SQLContext sqlContext = getSqlContext("testSpecifyVertex");
final Filter[] filters = new Filter[1];
filters[0] = new EqualTo(SchemaToStructTypeConverter.VERTEX_COL_NAME, "0");
final FiltersToOperationConverter converter = new FiltersToOperationConverter(sqlContext, getViewFromSchema(schema), schema, filters);
final AbstractGetRDD<?> operation = converter.getOperation();
assertTrue(operation instanceof GetRDDOfElements);
assertEquals(Collections.singleton(ENTITY_GROUP), operation.getView().getEntityGroups());
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);
sqlContext.sparkContext().stop();
}
use of org.apache.spark.sql.sources.Filter in project Gaffer by gchq.
the class FilterToOperationConverterTest method testSpecifyMultiplePropertyFilters.
@Test
public void testSpecifyMultiplePropertyFilters() throws OperationException {
final Schema schema = getSchema();
final SQLContext sqlContext = getSqlContext("testSpecifyMultiplePropertyFilters");
final Filter[] filters = new Filter[2];
filters[0] = new GreaterThan("property1", 5);
filters[1] = new LessThan("property4", 8L);
FiltersToOperationConverter converter = new FiltersToOperationConverter(sqlContext, getViewFromSchema(schema), schema, filters);
AbstractGetRDD<?> operation = converter.getOperation();
assertTrue(operation instanceof GetRDDOfAllElements);
// Only groups ENTITY_GROUP and EDGE_GROUP should be in the view as only they have property1 and property4
View opView = operation.getView();
List<ConsumerFunctionContext<String, FilterFunction>> entityPostAggFilters = opView.getEntity(ENTITY_GROUP).getPostAggregationFilterFunctions();
assertEquals(2, entityPostAggFilters.size());
final ArrayList<String> expectedProperties = new ArrayList<>();
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));
final ArrayList<FilterFunction> expectedFunctions = new ArrayList<>();
expectedFunctions.add(new IsMoreThan(5, false));
expectedFunctions.add(new IsLessThan(8L, false));
assertEquals(expectedFunctions.get(0), entityPostAggFilters.get(0).getFunction());
assertEquals(expectedFunctions.get(1), entityPostAggFilters.get(1).getFunction());
final List<ConsumerFunctionContext<String, FilterFunction>> edgePostAggFilters = opView.getEdge(EDGE_GROUP).getPostAggregationFilterFunctions();
assertEquals(2, edgePostAggFilters.size());
assertEquals(1, edgePostAggFilters.get(0).getSelection().size());
assertEquals(expectedProperties.get(0), edgePostAggFilters.get(0).getSelection().get(0));
assertEquals(1, edgePostAggFilters.get(1).getSelection().size());
assertEquals(expectedProperties.get(1), edgePostAggFilters.get(1).getSelection().get(0));
sqlContext.sparkContext().stop();
}
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