| /* |
| * Copyright 2009-2010 by The Regents of the University of California |
| * Licensed 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 from |
| * |
| * 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 edu.uci.ics.hyracks.storage.am.rtree; |
| |
| import java.io.DataOutput; |
| import java.io.File; |
| import java.nio.ByteBuffer; |
| import java.util.Random; |
| import java.util.logging.Level; |
| |
| import org.junit.Test; |
| |
| import edu.uci.ics.hyracks.api.comm.IFrameTupleAccessor; |
| import edu.uci.ics.hyracks.api.context.IHyracksTaskContext; |
| import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator; |
| import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer; |
| import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits; |
| import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor; |
| import edu.uci.ics.hyracks.api.io.FileReference; |
| import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory; |
| import edu.uci.ics.hyracks.data.std.primitive.DoublePointable; |
| import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable; |
| import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder; |
| import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAccessor; |
| import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAppender; |
| import edu.uci.ics.hyracks.dataflow.common.data.accessors.FrameTupleReference; |
| import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference; |
| import edu.uci.ics.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer; |
| import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer; |
| import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils; |
| import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManager; |
| import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory; |
| import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexAccessor; |
| import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory; |
| import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrame; |
| import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory; |
| import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException; |
| import edu.uci.ics.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory; |
| import edu.uci.ics.hyracks.storage.am.common.freepage.LinkedListFreePageManager; |
| import edu.uci.ics.hyracks.storage.am.common.impls.TreeDiskOrderScanCursor; |
| import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator; |
| import edu.uci.ics.hyracks.storage.am.common.util.TreeIndexStats; |
| import edu.uci.ics.hyracks.storage.am.common.util.TreeIndexStatsGatherer; |
| import edu.uci.ics.hyracks.storage.am.rtree.api.IRTreeFrame; |
| import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreeNSMInteriorFrameFactory; |
| import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreeNSMLeafFrameFactory; |
| import edu.uci.ics.hyracks.storage.am.rtree.impls.RTree; |
| import edu.uci.ics.hyracks.storage.am.rtree.tuples.RTreeTypeAwareTupleWriterFactory; |
| import edu.uci.ics.hyracks.storage.am.rtree.util.RTreeUtils; |
| import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache; |
| import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider; |
| import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder; |
| import edu.uci.ics.hyracks.test.support.TestUtils; |
| |
| public class RTreeTest extends AbstractRTreeTest { |
| private static final int PAGE_SIZE = 256; |
| private static final int NUM_PAGES = 10; |
| private static final int MAX_OPEN_FILES = 10; |
| private static final int HYRACKS_FRAME_SIZE = 128; |
| private IHyracksTaskContext ctx = TestUtils.create(HYRACKS_FRAME_SIZE); |
| |
| // create an R-tree of two dimensions |
| // fill the R-tree with random values using insertions |
| // perform ordered scan |
| @Test |
| public void test01() throws Exception { |
| |
| TestStorageManagerComponentHolder.init(PAGE_SIZE, NUM_PAGES, MAX_OPEN_FILES); |
| IBufferCache bufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx); |
| IFileMapProvider fmp = TestStorageManagerComponentHolder.getFileMapProvider(ctx); |
| FileReference file = new FileReference(new File(fileName)); |
| bufferCache.createFile(file); |
| int fileId = fmp.lookupFileId(file); |
| bufferCache.openFile(fileId); |
| |
| // declare keys |
| int keyFieldCount = 4; |
| IBinaryComparator[] cmps = new IBinaryComparator[keyFieldCount]; |
| cmps[0] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY).createBinaryComparator(); |
| cmps[1] = cmps[0]; |
| cmps[2] = cmps[0]; |
| cmps[3] = cmps[0]; |
| |
| // declare tuple fields |
| int fieldCount = 7; |
| ITypeTraits[] typeTraits = new ITypeTraits[fieldCount]; |
| typeTraits[0] = DoublePointable.TYPE_TRAITS; |
| typeTraits[1] = DoublePointable.TYPE_TRAITS; |
| typeTraits[2] = DoublePointable.TYPE_TRAITS; |
| typeTraits[3] = DoublePointable.TYPE_TRAITS; |
| typeTraits[4] = DoublePointable.TYPE_TRAITS; |
| typeTraits[5] = DoublePointable.TYPE_TRAITS; |
| typeTraits[6] = DoublePointable.TYPE_TRAITS; |
| |
| // create value providers |
| IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories( |
| cmps.length, DoublePointable.FACTORY); |
| |
| MultiComparator cmp = new MultiComparator(cmps); |
| |
| RTreeTypeAwareTupleWriterFactory tupleWriterFactory = new RTreeTypeAwareTupleWriterFactory(typeTraits); |
| |
| ITreeIndexFrameFactory interiorFrameFactory = new RTreeNSMInteriorFrameFactory(tupleWriterFactory, |
| valueProviderFactories); |
| ITreeIndexFrameFactory leafFrameFactory = new RTreeNSMLeafFrameFactory(tupleWriterFactory, |
| valueProviderFactories); |
| ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory(); |
| ITreeIndexMetaDataFrame metaFrame = metaFrameFactory.createFrame(); |
| |
| IRTreeFrame interiorFrame = (IRTreeFrame) interiorFrameFactory.createFrame(); |
| IRTreeFrame leafFrame = (IRTreeFrame) leafFrameFactory.createFrame(); |
| IFreePageManager freePageManager = new LinkedListFreePageManager(bufferCache, fileId, 0, metaFrameFactory); |
| |
| RTree rtree = new RTree(bufferCache, fieldCount, cmp, freePageManager, interiorFrameFactory, leafFrameFactory); |
| rtree.create(fileId); |
| rtree.open(fileId); |
| |
| ByteBuffer hyracksFrame = ctx.allocateFrame(); |
| FrameTupleAppender appender = new FrameTupleAppender(ctx.getFrameSize()); |
| ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount); |
| DataOutput dos = tb.getDataOutput(); |
| |
| @SuppressWarnings("rawtypes") |
| ISerializerDeserializer[] recDescSers = { DoubleSerializerDeserializer.INSTANCE, |
| DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE, |
| DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE, |
| IntegerSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE }; |
| RecordDescriptor recDesc = new RecordDescriptor(recDescSers); |
| IFrameTupleAccessor accessor = new FrameTupleAccessor(ctx.getFrameSize(), recDesc); |
| accessor.reset(hyracksFrame); |
| FrameTupleReference tuple = new FrameTupleReference(); |
| |
| ITreeIndexAccessor indexAccessor = rtree.createAccessor(); |
| |
| Random rnd = new Random(); |
| rnd.setSeed(50); |
| |
| Random rnd2 = new Random(); |
| rnd2.setSeed(50); |
| for (int i = 0; i < 5000; i++) { |
| |
| double p1x = rnd.nextDouble(); |
| double p1y = rnd.nextDouble(); |
| double p2x = rnd.nextDouble(); |
| double p2y = rnd.nextDouble(); |
| |
| double pk1 = rnd2.nextDouble(); |
| int pk2 = rnd2.nextInt(); |
| double pk3 = rnd2.nextDouble(); |
| |
| tb.reset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(Math.min(p1x, p2x), dos); |
| tb.addFieldEndOffset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(Math.min(p1y, p2y), dos); |
| tb.addFieldEndOffset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(Math.max(p1x, p2x), dos); |
| tb.addFieldEndOffset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(Math.max(p1y, p2y), dos); |
| tb.addFieldEndOffset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(pk1, dos); |
| tb.addFieldEndOffset(); |
| IntegerSerializerDeserializer.INSTANCE.serialize(pk2, dos); |
| tb.addFieldEndOffset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(pk3, dos); |
| tb.addFieldEndOffset(); |
| |
| appender.reset(hyracksFrame, true); |
| appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize()); |
| |
| tuple.reset(accessor, 0); |
| |
| if (LOGGER.isLoggable(Level.INFO)) { |
| if (i % 1000 == 0) { |
| LOGGER.info("INSERTING " + i + " " + Math.min(p1x, p2x) + " " + Math.min(p1y, p2y) + " " |
| + Math.max(p1x, p2x) + " " + Math.max(p1y, p2y)); |
| } |
| } |
| |
| try { |
| indexAccessor.insert(tuple); |
| } catch (TreeIndexException e) { |
| } catch (Exception e) { |
| e.printStackTrace(); |
| } |
| } |
| |
| String rtreeStats = rtree.printStats(); |
| if (LOGGER.isLoggable(Level.INFO)) { |
| LOGGER.info(rtreeStats); |
| } |
| |
| // disk-order scan |
| if (LOGGER.isLoggable(Level.INFO)) { |
| LOGGER.info("DISK-ORDER SCAN:"); |
| } |
| TreeDiskOrderScanCursor diskOrderCursor = new TreeDiskOrderScanCursor(leafFrame); |
| indexAccessor.diskOrderScan(diskOrderCursor); |
| try { |
| while (diskOrderCursor.hasNext()) { |
| diskOrderCursor.next(); |
| ITupleReference frameTuple = diskOrderCursor.getTuple(); |
| String rec = TupleUtils.printTuple(frameTuple, recDescSers); |
| if (LOGGER.isLoggable(Level.INFO)) { |
| LOGGER.info(rec); |
| } |
| } |
| } catch (Exception e) { |
| e.printStackTrace(); |
| } finally { |
| diskOrderCursor.close(); |
| } |
| |
| TreeIndexStatsGatherer statsGatherer = new TreeIndexStatsGatherer(bufferCache, freePageManager, fileId, |
| rtree.getRootPageId()); |
| TreeIndexStats stats = statsGatherer.gatherStats(leafFrame, interiorFrame, metaFrame); |
| String string = stats.toString(); |
| if (LOGGER.isLoggable(Level.INFO)) { |
| LOGGER.info(string); |
| } |
| |
| rtree.close(); |
| bufferCache.closeFile(fileId); |
| bufferCache.close(); |
| |
| } |
| |
| // create an R-tree of two dimensions |
| // fill the R-tree with random values using insertions |
| // and then delete all the tuples which result of an empty R-tree |
| @Test |
| public void test02() throws Exception { |
| |
| TestStorageManagerComponentHolder.init(PAGE_SIZE, NUM_PAGES, MAX_OPEN_FILES); |
| IBufferCache bufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx); |
| IFileMapProvider fmp = TestStorageManagerComponentHolder.getFileMapProvider(ctx); |
| FileReference file = new FileReference(new File(fileName)); |
| bufferCache.createFile(file); |
| int fileId = fmp.lookupFileId(file); |
| bufferCache.openFile(fileId); |
| |
| // declare keys |
| int keyFieldCount = 4; |
| IBinaryComparator[] cmps = new IBinaryComparator[keyFieldCount]; |
| cmps[0] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY).createBinaryComparator(); |
| cmps[1] = cmps[0]; |
| cmps[2] = cmps[0]; |
| cmps[3] = cmps[0]; |
| |
| // declare tuple fields |
| int fieldCount = 7; |
| ITypeTraits[] typeTraits = new ITypeTraits[fieldCount]; |
| typeTraits[0] = DoublePointable.TYPE_TRAITS; |
| typeTraits[1] = DoublePointable.TYPE_TRAITS; |
| typeTraits[2] = DoublePointable.TYPE_TRAITS; |
| typeTraits[3] = DoublePointable.TYPE_TRAITS; |
| typeTraits[4] = DoublePointable.TYPE_TRAITS; |
| typeTraits[5] = DoublePointable.TYPE_TRAITS; |
| typeTraits[6] = DoublePointable.TYPE_TRAITS; |
| |
| // create value providers |
| IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories( |
| cmps.length, DoublePointable.FACTORY); |
| |
| MultiComparator cmp = new MultiComparator(cmps); |
| |
| RTreeTypeAwareTupleWriterFactory tupleWriterFactory = new RTreeTypeAwareTupleWriterFactory(typeTraits); |
| |
| ITreeIndexFrameFactory interiorFrameFactory = new RTreeNSMInteriorFrameFactory(tupleWriterFactory, |
| valueProviderFactories); |
| ITreeIndexFrameFactory leafFrameFactory = new RTreeNSMLeafFrameFactory(tupleWriterFactory, |
| valueProviderFactories); |
| ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory(); |
| ITreeIndexMetaDataFrame metaFrame = metaFrameFactory.createFrame(); |
| |
| IRTreeFrame interiorFrame = (IRTreeFrame) interiorFrameFactory.createFrame(); |
| IRTreeFrame leafFrame = (IRTreeFrame) leafFrameFactory.createFrame(); |
| IFreePageManager freePageManager = new LinkedListFreePageManager(bufferCache, fileId, 0, metaFrameFactory); |
| |
| RTree rtree = new RTree(bufferCache, fieldCount, cmp, freePageManager, interiorFrameFactory, leafFrameFactory); |
| rtree.create(fileId); |
| rtree.open(fileId); |
| |
| ByteBuffer hyracksFrame = ctx.allocateFrame(); |
| FrameTupleAppender appender = new FrameTupleAppender(ctx.getFrameSize()); |
| ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount); |
| DataOutput dos = tb.getDataOutput(); |
| |
| @SuppressWarnings("rawtypes") |
| ISerializerDeserializer[] recDescSers = { DoubleSerializerDeserializer.INSTANCE, |
| DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE, |
| DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE, |
| IntegerSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE }; |
| RecordDescriptor recDesc = new RecordDescriptor(recDescSers); |
| IFrameTupleAccessor accessor = new FrameTupleAccessor(ctx.getFrameSize(), recDesc); |
| accessor.reset(hyracksFrame); |
| FrameTupleReference tuple = new FrameTupleReference(); |
| |
| ITreeIndexAccessor indexAccessor = rtree.createAccessor(); |
| |
| Random rnd = new Random(); |
| rnd.setSeed(50); |
| |
| for (int i = 0; i < 5000; i++) { |
| |
| double p1x = rnd.nextDouble(); |
| double p1y = rnd.nextDouble(); |
| double p2x = rnd.nextDouble(); |
| double p2y = rnd.nextDouble(); |
| |
| double pk1 = rnd.nextDouble(); |
| int pk2 = rnd.nextInt(); |
| double pk3 = rnd.nextDouble(); |
| |
| tb.reset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(Math.min(p1x, p2x), dos); |
| tb.addFieldEndOffset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(Math.min(p1y, p2y), dos); |
| tb.addFieldEndOffset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(Math.max(p1x, p2x), dos); |
| tb.addFieldEndOffset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(Math.max(p1y, p2y), dos); |
| tb.addFieldEndOffset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(pk1, dos); |
| tb.addFieldEndOffset(); |
| IntegerSerializerDeserializer.INSTANCE.serialize(pk2, dos); |
| tb.addFieldEndOffset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(pk3, dos); |
| tb.addFieldEndOffset(); |
| |
| appender.reset(hyracksFrame, true); |
| appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize()); |
| |
| tuple.reset(accessor, 0); |
| |
| if (LOGGER.isLoggable(Level.INFO)) { |
| if (i % 1000 == 0) { |
| LOGGER.info("INSERTING " + i + " " + Math.min(p1x, p2x) + " " + Math.min(p1y, p2y) + " " |
| + Math.max(p1x, p2x) + " " + Math.max(p1y, p2y)); |
| } |
| } |
| |
| try { |
| indexAccessor.insert(tuple); |
| } catch (TreeIndexException e) { |
| } catch (Exception e) { |
| e.printStackTrace(); |
| } |
| } |
| |
| String rtreeStats = rtree.printStats(); |
| if (LOGGER.isLoggable(Level.INFO)) { |
| LOGGER.info(rtreeStats); |
| } |
| |
| rnd.setSeed(50); |
| for (int i = 0; i < 5000; i++) { |
| |
| double p1x = rnd.nextDouble(); |
| double p1y = rnd.nextDouble(); |
| double p2x = rnd.nextDouble(); |
| double p2y = rnd.nextDouble(); |
| |
| double pk1 = rnd.nextDouble(); |
| int pk2 = rnd.nextInt(); |
| double pk3 = rnd.nextDouble(); |
| |
| tb.reset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(Math.min(p1x, p2x), dos); |
| tb.addFieldEndOffset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(Math.min(p1y, p2y), dos); |
| tb.addFieldEndOffset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(Math.max(p1x, p2x), dos); |
| tb.addFieldEndOffset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(Math.max(p1y, p2y), dos); |
| tb.addFieldEndOffset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(pk1, dos); |
| tb.addFieldEndOffset(); |
| IntegerSerializerDeserializer.INSTANCE.serialize(pk2, dos); |
| tb.addFieldEndOffset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(pk3, dos); |
| tb.addFieldEndOffset(); |
| |
| appender.reset(hyracksFrame, true); |
| appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize()); |
| |
| tuple.reset(accessor, 0); |
| |
| if (LOGGER.isLoggable(Level.INFO)) { |
| if (i % 1000 == 0) { |
| LOGGER.info("DELETING " + i + " " + Math.min(p1x, p2x) + " " + Math.min(p1y, p2y) + " " |
| + Math.max(p1x, p2x) + " " + Math.max(p1y, p2y)); |
| } |
| } |
| |
| try { |
| indexAccessor.delete(tuple); |
| } catch (TreeIndexException e) { |
| } catch (Exception e) { |
| e.printStackTrace(); |
| } |
| } |
| |
| TreeIndexStatsGatherer statsGatherer = new TreeIndexStatsGatherer(bufferCache, freePageManager, fileId, |
| rtree.getRootPageId()); |
| TreeIndexStats stats = statsGatherer.gatherStats(leafFrame, interiorFrame, metaFrame); |
| String string = stats.toString(); |
| if (LOGGER.isLoggable(Level.INFO)) { |
| LOGGER.info(string); |
| } |
| |
| rtree.close(); |
| bufferCache.closeFile(fileId); |
| bufferCache.close(); |
| |
| } |
| |
| // create an R-tree of three dimensions |
| // fill the R-tree with random values using insertions |
| // perform ordered scan |
| @Test |
| public void test03() throws Exception { |
| |
| TestStorageManagerComponentHolder.init(PAGE_SIZE, NUM_PAGES, MAX_OPEN_FILES); |
| IBufferCache bufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx); |
| IFileMapProvider fmp = TestStorageManagerComponentHolder.getFileMapProvider(ctx); |
| FileReference file = new FileReference(new File(fileName)); |
| bufferCache.createFile(file); |
| int fileId = fmp.lookupFileId(file); |
| bufferCache.openFile(fileId); |
| |
| // declare keys |
| int keyFieldCount = 6; |
| IBinaryComparator[] cmps = new IBinaryComparator[keyFieldCount]; |
| cmps[0] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY).createBinaryComparator(); |
| cmps[1] = cmps[0]; |
| cmps[2] = cmps[0]; |
| cmps[3] = cmps[0]; |
| cmps[4] = cmps[0]; |
| cmps[5] = cmps[0]; |
| |
| // declare tuple fields |
| int fieldCount = 9; |
| ITypeTraits[] typeTraits = new ITypeTraits[fieldCount]; |
| typeTraits[0] = DoublePointable.TYPE_TRAITS; |
| typeTraits[1] = DoublePointable.TYPE_TRAITS; |
| typeTraits[2] = DoublePointable.TYPE_TRAITS; |
| typeTraits[3] = DoublePointable.TYPE_TRAITS; |
| typeTraits[4] = DoublePointable.TYPE_TRAITS; |
| typeTraits[5] = DoublePointable.TYPE_TRAITS; |
| typeTraits[6] = DoublePointable.TYPE_TRAITS; |
| typeTraits[7] = IntegerPointable.TYPE_TRAITS; |
| typeTraits[8] = DoublePointable.TYPE_TRAITS; |
| |
| // create value providers |
| IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories( |
| cmps.length, DoublePointable.FACTORY); |
| |
| MultiComparator cmp = new MultiComparator(cmps); |
| |
| RTreeTypeAwareTupleWriterFactory tupleWriterFactory = new RTreeTypeAwareTupleWriterFactory(typeTraits); |
| |
| ITreeIndexFrameFactory interiorFrameFactory = new RTreeNSMInteriorFrameFactory(tupleWriterFactory, |
| valueProviderFactories); |
| ITreeIndexFrameFactory leafFrameFactory = new RTreeNSMLeafFrameFactory(tupleWriterFactory, |
| valueProviderFactories); |
| ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory(); |
| ITreeIndexMetaDataFrame metaFrame = metaFrameFactory.createFrame(); |
| |
| IRTreeFrame interiorFrame = (IRTreeFrame) interiorFrameFactory.createFrame(); |
| IRTreeFrame leafFrame = (IRTreeFrame) leafFrameFactory.createFrame(); |
| IFreePageManager freePageManager = new LinkedListFreePageManager(bufferCache, fileId, 0, metaFrameFactory); |
| |
| RTree rtree = new RTree(bufferCache, fieldCount, cmp, freePageManager, interiorFrameFactory, leafFrameFactory); |
| rtree.create(fileId); |
| rtree.open(fileId); |
| |
| ByteBuffer hyracksFrame = ctx.allocateFrame(); |
| FrameTupleAppender appender = new FrameTupleAppender(ctx.getFrameSize()); |
| ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount); |
| DataOutput dos = tb.getDataOutput(); |
| |
| @SuppressWarnings("rawtypes") |
| ISerializerDeserializer[] recDescSers = { DoubleSerializerDeserializer.INSTANCE, |
| DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE, |
| DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE, |
| DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE, |
| IntegerSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE }; |
| RecordDescriptor recDesc = new RecordDescriptor(recDescSers); |
| IFrameTupleAccessor accessor = new FrameTupleAccessor(ctx.getFrameSize(), recDesc); |
| accessor.reset(hyracksFrame); |
| FrameTupleReference tuple = new FrameTupleReference(); |
| |
| ITreeIndexAccessor indexAccessor = rtree.createAccessor(); |
| |
| Random rnd = new Random(); |
| rnd.setSeed(50); |
| |
| for (int i = 0; i < 5000; i++) { |
| |
| double p1x = rnd.nextDouble(); |
| double p1y = rnd.nextDouble(); |
| double p1z = rnd.nextDouble(); |
| double p2x = rnd.nextDouble(); |
| double p2y = rnd.nextDouble(); |
| double p2z = rnd.nextDouble(); |
| |
| double pk1 = rnd.nextDouble(); |
| int pk2 = rnd.nextInt(); |
| double pk3 = rnd.nextDouble(); |
| |
| tb.reset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(Math.min(p1x, p2x), dos); |
| tb.addFieldEndOffset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(Math.min(p1y, p2y), dos); |
| tb.addFieldEndOffset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(Math.min(p1z, p2z), dos); |
| tb.addFieldEndOffset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(Math.max(p1x, p2x), dos); |
| tb.addFieldEndOffset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(Math.max(p1y, p2y), dos); |
| tb.addFieldEndOffset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(Math.max(p1z, p2z), dos); |
| tb.addFieldEndOffset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(pk1, dos); |
| tb.addFieldEndOffset(); |
| IntegerSerializerDeserializer.INSTANCE.serialize(pk2, dos); |
| tb.addFieldEndOffset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(pk3, dos); |
| tb.addFieldEndOffset(); |
| |
| appender.reset(hyracksFrame, true); |
| appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize()); |
| |
| tuple.reset(accessor, 0); |
| |
| if (LOGGER.isLoggable(Level.INFO)) { |
| if (i % 1000 == 0) { |
| LOGGER.info("INSERTING " + i + " " + Math.min(p1x, p2x) + " " + Math.min(p1y, p2y) + " " |
| + Math.min(p1z, p2z) + " " + " " + Math.max(p1x, p2x) + " " + Math.max(p1y, p2y) + " " |
| + Math.max(p1z, p2z)); |
| } |
| } |
| |
| try { |
| indexAccessor.insert(tuple); |
| } catch (TreeIndexException e) { |
| } catch (Exception e) { |
| e.printStackTrace(); |
| } |
| } |
| |
| String rtreeStats = rtree.printStats(); |
| if (LOGGER.isLoggable(Level.INFO)) { |
| LOGGER.info(rtreeStats); |
| } |
| |
| // disk-order scan |
| if (LOGGER.isLoggable(Level.INFO)) { |
| LOGGER.info("DISK-ORDER SCAN:"); |
| } |
| TreeDiskOrderScanCursor diskOrderCursor = new TreeDiskOrderScanCursor(leafFrame); |
| indexAccessor.diskOrderScan(diskOrderCursor); |
| try { |
| while (diskOrderCursor.hasNext()) { |
| diskOrderCursor.next(); |
| ITupleReference frameTuple = diskOrderCursor.getTuple(); |
| String rec = TupleUtils.printTuple(frameTuple, recDescSers); |
| if (LOGGER.isLoggable(Level.INFO)) { |
| LOGGER.info(rec); |
| } |
| } |
| } catch (Exception e) { |
| e.printStackTrace(); |
| } finally { |
| diskOrderCursor.close(); |
| } |
| |
| TreeIndexStatsGatherer statsGatherer = new TreeIndexStatsGatherer(bufferCache, freePageManager, fileId, |
| rtree.getRootPageId()); |
| TreeIndexStats stats = statsGatherer.gatherStats(leafFrame, interiorFrame, metaFrame); |
| String string = stats.toString(); |
| if (LOGGER.isLoggable(Level.INFO)) { |
| LOGGER.info(string); |
| } |
| |
| rtree.close(); |
| bufferCache.closeFile(fileId); |
| bufferCache.close(); |
| |
| } |
| |
| // create an R-tree of two dimensions |
| // fill the R-tree with random integer key values using insertions |
| // perform ordered scan |
| @Test |
| public void test04() throws Exception { |
| |
| TestStorageManagerComponentHolder.init(PAGE_SIZE, NUM_PAGES, MAX_OPEN_FILES); |
| IBufferCache bufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx); |
| IFileMapProvider fmp = TestStorageManagerComponentHolder.getFileMapProvider(ctx); |
| FileReference file = new FileReference(new File(fileName)); |
| bufferCache.createFile(file); |
| int fileId = fmp.lookupFileId(file); |
| bufferCache.openFile(fileId); |
| |
| // declare keys |
| int keyFieldCount = 4; |
| IBinaryComparator[] cmps = new IBinaryComparator[keyFieldCount]; |
| cmps[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY).createBinaryComparator(); |
| cmps[1] = cmps[0]; |
| cmps[2] = cmps[0]; |
| cmps[3] = cmps[0]; |
| |
| // declare tuple fields |
| int fieldCount = 7; |
| ITypeTraits[] typeTraits = new ITypeTraits[fieldCount]; |
| typeTraits[0] = IntegerPointable.TYPE_TRAITS; |
| typeTraits[1] = IntegerPointable.TYPE_TRAITS; |
| typeTraits[2] = IntegerPointable.TYPE_TRAITS; |
| typeTraits[3] = IntegerPointable.TYPE_TRAITS; |
| typeTraits[4] = DoublePointable.TYPE_TRAITS; |
| typeTraits[5] = IntegerPointable.TYPE_TRAITS; |
| typeTraits[6] = DoublePointable.TYPE_TRAITS; |
| |
| // create value providers |
| IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories( |
| cmps.length, IntegerPointable.FACTORY); |
| |
| MultiComparator cmp = new MultiComparator(cmps); |
| |
| RTreeTypeAwareTupleWriterFactory tupleWriterFactory = new RTreeTypeAwareTupleWriterFactory(typeTraits); |
| |
| ITreeIndexFrameFactory interiorFrameFactory = new RTreeNSMInteriorFrameFactory(tupleWriterFactory, |
| valueProviderFactories); |
| ITreeIndexFrameFactory leafFrameFactory = new RTreeNSMLeafFrameFactory(tupleWriterFactory, |
| valueProviderFactories); |
| ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory(); |
| ITreeIndexMetaDataFrame metaFrame = metaFrameFactory.createFrame(); |
| |
| IRTreeFrame interiorFrame = (IRTreeFrame) interiorFrameFactory.createFrame(); |
| IRTreeFrame leafFrame = (IRTreeFrame) leafFrameFactory.createFrame(); |
| IFreePageManager freePageManager = new LinkedListFreePageManager(bufferCache, fileId, 0, metaFrameFactory); |
| |
| RTree rtree = new RTree(bufferCache, fieldCount, cmp, freePageManager, interiorFrameFactory, leafFrameFactory); |
| rtree.create(fileId); |
| rtree.open(fileId); |
| |
| ByteBuffer hyracksFrame = ctx.allocateFrame(); |
| FrameTupleAppender appender = new FrameTupleAppender(ctx.getFrameSize()); |
| ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount); |
| DataOutput dos = tb.getDataOutput(); |
| |
| @SuppressWarnings("rawtypes") |
| ISerializerDeserializer[] recDescSers = { IntegerSerializerDeserializer.INSTANCE, |
| IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE, |
| IntegerSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE, |
| IntegerSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE }; |
| RecordDescriptor recDesc = new RecordDescriptor(recDescSers); |
| IFrameTupleAccessor accessor = new FrameTupleAccessor(ctx.getFrameSize(), recDesc); |
| accessor.reset(hyracksFrame); |
| FrameTupleReference tuple = new FrameTupleReference(); |
| |
| ITreeIndexAccessor indexAccessor = rtree.createAccessor(); |
| |
| Random rnd = new Random(); |
| rnd.setSeed(50); |
| |
| Random rnd2 = new Random(); |
| rnd2.setSeed(50); |
| for (int i = 0; i < 5000; i++) { |
| |
| int p1x = rnd.nextInt(); |
| int p1y = rnd.nextInt(); |
| int p2x = rnd.nextInt(); |
| int p2y = rnd.nextInt(); |
| |
| double pk1 = rnd2.nextDouble(); |
| int pk2 = rnd2.nextInt(); |
| double pk3 = rnd2.nextDouble(); |
| |
| tb.reset(); |
| IntegerSerializerDeserializer.INSTANCE.serialize(Math.min(p1x, p2x), dos); |
| tb.addFieldEndOffset(); |
| IntegerSerializerDeserializer.INSTANCE.serialize(Math.min(p1y, p2y), dos); |
| tb.addFieldEndOffset(); |
| IntegerSerializerDeserializer.INSTANCE.serialize(Math.max(p1x, p2x), dos); |
| tb.addFieldEndOffset(); |
| IntegerSerializerDeserializer.INSTANCE.serialize(Math.max(p1y, p2y), dos); |
| tb.addFieldEndOffset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(pk1, dos); |
| tb.addFieldEndOffset(); |
| IntegerSerializerDeserializer.INSTANCE.serialize(pk2, dos); |
| tb.addFieldEndOffset(); |
| DoubleSerializerDeserializer.INSTANCE.serialize(pk3, dos); |
| tb.addFieldEndOffset(); |
| |
| appender.reset(hyracksFrame, true); |
| appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize()); |
| |
| tuple.reset(accessor, 0); |
| |
| if (LOGGER.isLoggable(Level.INFO)) { |
| if (i % 1000 == 0) { |
| LOGGER.info("INSERTING " + i + " " + Math.min(p1x, p2x) + " " + Math.min(p1y, p2y) + " " |
| + Math.max(p1x, p2x) + " " + Math.max(p1y, p2y)); |
| } |
| } |
| |
| try { |
| indexAccessor.insert(tuple); |
| } catch (TreeIndexException e) { |
| } catch (Exception e) { |
| e.printStackTrace(); |
| } |
| } |
| |
| String rtreeStats = rtree.printStats(); |
| if (LOGGER.isLoggable(Level.INFO)) { |
| LOGGER.info(rtreeStats); |
| } |
| |
| // disk-order scan |
| if (LOGGER.isLoggable(Level.INFO)) { |
| LOGGER.info("DISK-ORDER SCAN:"); |
| } |
| TreeDiskOrderScanCursor diskOrderCursor = new TreeDiskOrderScanCursor(leafFrame); |
| indexAccessor.diskOrderScan(diskOrderCursor); |
| try { |
| while (diskOrderCursor.hasNext()) { |
| diskOrderCursor.next(); |
| ITupleReference frameTuple = diskOrderCursor.getTuple(); |
| String rec = TupleUtils.printTuple(frameTuple, recDescSers); |
| if (LOGGER.isLoggable(Level.INFO)) { |
| LOGGER.info(rec); |
| } |
| } |
| } catch (Exception e) { |
| e.printStackTrace(); |
| } finally { |
| diskOrderCursor.close(); |
| } |
| |
| TreeIndexStatsGatherer statsGatherer = new TreeIndexStatsGatherer(bufferCache, freePageManager, fileId, |
| rtree.getRootPageId()); |
| TreeIndexStats stats = statsGatherer.gatherStats(leafFrame, interiorFrame, metaFrame); |
| String string = stats.toString(); |
| if (LOGGER.isLoggable(Level.INFO)) { |
| LOGGER.info(string); |
| } |
| |
| rtree.close(); |
| bufferCache.closeFile(fileId); |
| bufferCache.close(); |
| |
| } |
| } |
