use of scala.collection.mutable.MutableList in project Gaffer by gchq.
the class GetDataFrameOfElementsHandlerTest method checkCanDealWithUserDefinedConversion.
@Test
public void checkCanDealWithUserDefinedConversion() throws OperationException {
final Graph graph = getGraph("/schema-DataFrame/dataSchemaUserDefinedConversion.json", getElementsForUserDefinedConversion());
final SQLContext sqlContext = getSqlContext("checkCanDealWithUserDefinedConversion");
// Edges group - check get correct edges
final List<Converter> converters = new ArrayList<>();
converters.add(new MyPropertyConverter());
GetDataFrameOfElements dfOperation = new GetDataFrameOfElements.Builder().sqlContext(sqlContext).view(new View.Builder().edge(EDGE_GROUP).build()).converters(converters).build();
Dataset<Row> dataFrame = graph.execute(dfOperation, new User());
Set<Row> results = new HashSet<>(dataFrame.collectAsList());
final Set<Row> expectedRows = new HashSet<>();
final MutableList<Object> fields1 = new MutableList<>();
Map<String, Long> freqMap = Map$.MODULE$.empty();
freqMap.put("Y", 1000L);
freqMap.put("Z", 10000L);
fields1.appendElem(EDGE_GROUP);
fields1.appendElem("B");
fields1.appendElem("C");
fields1.appendElem(freqMap);
final HyperLogLogPlus hllpp = new HyperLogLogPlus(5, 5);
hllpp.offer("AAA");
hllpp.offer("BBB");
fields1.appendElem(hllpp.cardinality());
fields1.appendElem(50);
expectedRows.add(Row$.MODULE$.fromSeq(fields1));
assertEquals(expectedRows, results);
// Entities group - check get correct entities
dfOperation = new GetDataFrameOfElements.Builder().sqlContext(sqlContext).view(new View.Builder().entity(ENTITY_GROUP).build()).converters(converters).build();
dataFrame = graph.execute(dfOperation, new User());
results.clear();
results.addAll(dataFrame.collectAsList());
expectedRows.clear();
fields1.clear();
freqMap.clear();
freqMap.put("W", 10L);
freqMap.put("X", 100L);
fields1.appendElem(ENTITY_GROUP);
fields1.appendElem("A");
fields1.appendElem(freqMap);
final HyperLogLogPlus hllpp2 = new HyperLogLogPlus(5, 5);
hllpp2.offer("AAA");
fields1.appendElem(hllpp2.cardinality());
fields1.appendElem(10);
expectedRows.add(Row$.MODULE$.fromSeq(fields1));
assertEquals(expectedRows, results);
sqlContext.sparkContext().stop();
}
use of scala.collection.mutable.MutableList in project Gaffer by gchq.
the class GetDataFrameOfElementsHandlerTest method checkGetCorrectElementsInDataFrameMultipleGroups.
@Test
public void checkGetCorrectElementsInDataFrameMultipleGroups() throws OperationException {
final Graph graph = getGraph("/schema-DataFrame/dataSchema.json", getElements());
final SQLContext sqlContext = getSqlContext("checkGetCorrectElementsInDataFrameMultipleGroups");
// Use entity and edges group - check get correct data
GetDataFrameOfElements dfOperation = new GetDataFrameOfElements.Builder().sqlContext(sqlContext).view(new View.Builder().entity(ENTITY_GROUP).edge(EDGE_GROUP).build()).build();
Dataset<Row> dataFrame = graph.execute(dfOperation, new User());
final Set<Row> results = new HashSet<>(dataFrame.collectAsList());
final Set<Row> expectedRows = new HashSet<>();
for (int i = 0; i < NUM_ELEMENTS; i++) {
final MutableList<Object> fields1 = new MutableList<>();
fields1.appendElem(EDGE_GROUP);
fields1.appendElem(null);
fields1.appendElem(1);
fields1.appendElem(2);
fields1.appendElem(3.0F);
fields1.appendElem(4.0D);
fields1.appendElem(5L);
fields1.appendElem(100L);
fields1.appendElem("" + i);
fields1.appendElem("B");
expectedRows.add(Row$.MODULE$.fromSeq(fields1));
final MutableList<Object> fields2 = new MutableList<>();
fields2.appendElem(EDGE_GROUP);
fields2.appendElem(null);
fields2.appendElem(6);
fields2.appendElem(7);
fields2.appendElem(8.0F);
fields2.appendElem(9.0D);
fields2.appendElem(10L);
fields2.appendElem(i * 200L);
fields2.appendElem("" + i);
fields2.appendElem("C");
expectedRows.add(Row$.MODULE$.fromSeq(fields2));
final MutableList<Object> fields3 = new MutableList<>();
fields3.appendElem(ENTITY_GROUP);
fields3.appendElem("" + i);
fields3.appendElem(1);
fields3.appendElem(i);
fields3.appendElem(3.0F);
fields3.appendElem(4.0D);
fields3.appendElem(5L);
fields3.appendElem(6);
fields3.appendElem(null);
fields3.appendElem(null);
expectedRows.add(Row$.MODULE$.fromSeq(fields3));
}
assertEquals(expectedRows, results);
// Entities group - check get correct entities
dfOperation = new GetDataFrameOfElements.Builder().sqlContext(sqlContext).view(new View.Builder().entity(ENTITY_GROUP).build()).build();
dataFrame = graph.execute(dfOperation, new User());
results.clear();
results.addAll(dataFrame.collectAsList());
expectedRows.clear();
for (int i = 0; i < NUM_ELEMENTS; i++) {
final MutableList<Object> fields1 = new MutableList<>();
fields1.clear();
fields1.appendElem(ENTITY_GROUP);
fields1.appendElem("" + i);
fields1.appendElem(1);
fields1.appendElem(i);
fields1.appendElem(3.0F);
fields1.appendElem(4.0D);
fields1.appendElem(5L);
fields1.appendElem(6);
expectedRows.add(Row$.MODULE$.fromSeq(fields1));
}
assertEquals(expectedRows, results);
sqlContext.sparkContext().stop();
}
use of scala.collection.mutable.MutableList in project Gaffer by gchq.
the class GetDataFrameOfElementsHandlerTest method checkGetCorrectElementsInDataFrameWithProjectionAndFiltering.
@Test
public void checkGetCorrectElementsInDataFrameWithProjectionAndFiltering() throws OperationException {
final Graph graph = getGraph("/schema-DataFrame/dataSchema.json", getElements());
final SQLContext sqlContext = getSqlContext("checkGetCorrectElementsInDataFrameWithProjectionAndFiltering");
// Get DataFrame
final GetDataFrameOfElements dfOperation = new GetDataFrameOfElements.Builder().sqlContext(sqlContext).view(new View.Builder().edge(EDGE_GROUP).build()).build();
final Dataset<Row> dataFrame = graph.execute(dfOperation, new User());
// Check get correct rows when ask for all columns but only rows where property2 > 4.0
Set<Row> results = new HashSet<>(dataFrame.filter("property2 > 4.0").collectAsList());
final Set<Row> expectedRows = new HashSet<>();
for (int i = 0; i < NUM_ELEMENTS; i++) {
final MutableList<Object> fields = new MutableList<>();
fields.appendElem(EDGE_GROUP);
fields.appendElem("" + i);
fields.appendElem("C");
fields.appendElem(6);
fields.appendElem(7);
fields.appendElem(8.0F);
fields.appendElem(9.0D);
fields.appendElem(10L);
fields.appendElem(i * 200L);
expectedRows.add(Row$.MODULE$.fromSeq(fields));
}
assertEquals(expectedRows, results);
// Check get correct rows when ask for columns property2 and property3 but only rows where property2 > 4.0
results = new HashSet<>(dataFrame.select("property2", "property3").filter("property2 > 4.0").collectAsList());
expectedRows.clear();
for (int i = 0; i < NUM_ELEMENTS; i++) {
final MutableList<Object> fields = new MutableList<>();
fields.appendElem(8.0F);
fields.appendElem(9.0D);
expectedRows.add(Row$.MODULE$.fromSeq(fields));
}
assertEquals(expectedRows, results);
sqlContext.sparkContext().stop();
}
use of scala.collection.mutable.MutableList in project Gaffer by gchq.
the class GetDataFrameOfElementsHandlerTest method checkCanDealWithNonStandardProperties.
@Test
public void checkCanDealWithNonStandardProperties() throws OperationException {
final Graph graph = getGraph("/schema-DataFrame/dataSchemaNonstandardTypes.json", getElementsWithNonStandardProperties());
final SQLContext sqlContext = getSqlContext("checkCanDealWithNonStandardProperties");
// Edges group - check get correct edges
GetDataFrameOfElements dfOperation = new GetDataFrameOfElements.Builder().sqlContext(sqlContext).view(new View.Builder().edge(EDGE_GROUP).build()).build();
Dataset<Row> dataFrame = graph.execute(dfOperation, new User());
Set<Row> results = new HashSet<>(dataFrame.collectAsList());
final Set<Row> expectedRows = new HashSet<>();
final MutableList<Object> fields1 = new MutableList<>();
Map<String, Long> freqMap = Map$.MODULE$.empty();
freqMap.put("Y", 1000L);
freqMap.put("Z", 10000L);
fields1.appendElem(EDGE_GROUP);
fields1.appendElem("B");
fields1.appendElem("C");
fields1.appendElem(freqMap);
final HyperLogLogPlus hllpp = new HyperLogLogPlus(5, 5);
hllpp.offer("AAA");
hllpp.offer("BBB");
fields1.appendElem(hllpp.cardinality());
expectedRows.add(Row$.MODULE$.fromSeq(fields1));
assertEquals(expectedRows, results);
// Entities group - check get correct entities
dfOperation = new GetDataFrameOfElements.Builder().sqlContext(sqlContext).view(new View.Builder().entity(ENTITY_GROUP).build()).build();
dataFrame = graph.execute(dfOperation, new User());
results.clear();
results.addAll(dataFrame.collectAsList());
expectedRows.clear();
fields1.clear();
freqMap.clear();
freqMap.put("W", 10L);
freqMap.put("X", 100L);
fields1.appendElem(ENTITY_GROUP);
fields1.appendElem("A");
fields1.appendElem(freqMap);
final HyperLogLogPlus hllpp2 = new HyperLogLogPlus(5, 5);
hllpp2.offer("AAA");
fields1.appendElem(hllpp2.cardinality());
expectedRows.add(Row$.MODULE$.fromSeq(fields1));
assertEquals(expectedRows, results);
sqlContext.sparkContext().stop();
}
use of scala.collection.mutable.MutableList in project Gaffer by gchq.
the class GetDataFrameOfElementsHandlerTest method checkGetCorrectElementsInDataFrame.
@Test
public void checkGetCorrectElementsInDataFrame() throws OperationException {
final Graph graph = getGraph("/schema-DataFrame/dataSchema.json", getElements());
final SQLContext sqlContext = getSqlContext("checkGetCorrectElementsInDataFrame");
// Edges group - check get correct edges
GetDataFrameOfElements dfOperation = new GetDataFrameOfElements.Builder().sqlContext(sqlContext).view(new View.Builder().edge(EDGE_GROUP).build()).build();
Dataset<Row> dataFrame = graph.execute(dfOperation, new User());
Set<Row> results = new HashSet<>(dataFrame.collectAsList());
final Set<Row> expectedRows = new HashSet<>();
for (int i = 0; i < NUM_ELEMENTS; i++) {
final MutableList<Object> fields1 = new MutableList<>();
fields1.appendElem(EDGE_GROUP);
fields1.appendElem("" + i);
fields1.appendElem("B");
fields1.appendElem(1);
fields1.appendElem(2);
fields1.appendElem(3.0F);
fields1.appendElem(4.0D);
fields1.appendElem(5L);
fields1.appendElem(100L);
expectedRows.add(Row$.MODULE$.fromSeq(fields1));
final MutableList<Object> fields2 = new MutableList<>();
fields2.appendElem(EDGE_GROUP);
fields2.appendElem("" + i);
fields2.appendElem("C");
fields2.appendElem(6);
fields2.appendElem(7);
fields2.appendElem(8.0F);
fields2.appendElem(9.0D);
fields2.appendElem(10L);
fields2.appendElem(i * 200L);
expectedRows.add(Row$.MODULE$.fromSeq(fields2));
}
assertEquals(expectedRows, results);
// Entities group - check get correct entities
dfOperation = new GetDataFrameOfElements.Builder().sqlContext(sqlContext).view(new View.Builder().entity(ENTITY_GROUP).build()).build();
dataFrame = graph.execute(dfOperation, new User());
results.clear();
results.addAll(dataFrame.collectAsList());
expectedRows.clear();
for (int i = 0; i < NUM_ELEMENTS; i++) {
final MutableList<Object> fields1 = new MutableList<>();
fields1.clear();
fields1.appendElem(ENTITY_GROUP);
fields1.appendElem("" + i);
fields1.appendElem(1);
fields1.appendElem(i);
fields1.appendElem(3.0F);
fields1.appendElem(4.0D);
fields1.appendElem(5L);
fields1.appendElem(6);
expectedRows.add(Row$.MODULE$.fromSeq(fields1));
}
assertEquals(expectedRows, results);
sqlContext.sparkContext().stop();
}
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