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Example 11 with TreeIndexBulkLoadOperatorDescriptor

use of org.apache.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor in project asterixdb by apache.

the class AbstractRTreeOperatorTest method loadSecondaryIndex.

protected void loadSecondaryIndex() throws Exception {
    JobSpecification spec = new JobSpecification();
    // build dummy tuple containing nothing
    ArrayTupleBuilder tb = new ArrayTupleBuilder(primaryKeyFieldCount * 2);
    DataOutput dos = tb.getDataOutput();
    tb.reset();
    new UTF8StringSerializerDeserializer().serialize("0", dos);
    tb.addFieldEndOffset();
    ISerializerDeserializer[] keyRecDescSers = { new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() };
    RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
    ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec, keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
    PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
    // - infinity
    int[] lowKeyFields = null;
    // + infinity
    int[] highKeyFields = null;
    // scan primary index
    BTreeSearchOperatorDescriptor primarySearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc, lowKeyFields, highKeyFields, true, true, primaryHelperFactory, false, false, null, NoOpOperationCallbackFactory.INSTANCE, null, null, false);
    PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primarySearchOp, NC1_ID);
    // load secondary index
    int[] fieldPermutation = { 6, 7, 8, 9, 0 };
    TreeIndexBulkLoadOperatorDescriptor secondaryBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec, secondaryRecDesc, fieldPermutation, 0.7f, false, 1000L, true, secondaryHelperFactory);
    PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryBulkLoad, NC1_ID);
    NullSinkOperatorDescriptor nsOpDesc = new NullSinkOperatorDescriptor(spec);
    PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, nsOpDesc, NC1_ID);
    spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, primarySearchOp, 0);
    spec.connect(new OneToOneConnectorDescriptor(spec), primarySearchOp, 0, secondaryBulkLoad, 0);
    spec.connect(new OneToOneConnectorDescriptor(spec), secondaryBulkLoad, 0, nsOpDesc, 0);
    spec.addRoot(nsOpDesc);
    runTest(spec);
}
Also used : NullSinkOperatorDescriptor(org.apache.hyracks.dataflow.std.misc.NullSinkOperatorDescriptor) DataOutput(java.io.DataOutput) RecordDescriptor(org.apache.hyracks.api.dataflow.value.RecordDescriptor) BTreeSearchOperatorDescriptor(org.apache.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor) ArrayTupleBuilder(org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder) OneToOneConnectorDescriptor(org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor) UTF8StringSerializerDeserializer(org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer) ISerializerDeserializer(org.apache.hyracks.api.dataflow.value.ISerializerDeserializer) ConstantTupleSourceOperatorDescriptor(org.apache.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor) JobSpecification(org.apache.hyracks.api.job.JobSpecification) TreeIndexBulkLoadOperatorDescriptor(org.apache.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor)

Example 12 with TreeIndexBulkLoadOperatorDescriptor

use of org.apache.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor in project asterixdb by apache.

the class SecondaryIndexBulkLoadExample method createJob.

private static JobSpecification createJob(Options options) {
    JobSpecification spec = new JobSpecification(options.frameSize);
    String[] splitNCs = options.ncs.split(",");
    IStorageManager storageManager = BTreeHelperStorageManager.INSTANCE;
    // schema of tuples that we are retrieving from the primary index
    RecordDescriptor recDesc = new RecordDescriptor(new ISerializerDeserializer[] { // we will use this as payload in secondary index
    IntegerSerializerDeserializer.INSTANCE, // we will use this ask key in secondary index
    new UTF8StringSerializerDeserializer(), IntegerSerializerDeserializer.INSTANCE, new UTF8StringSerializerDeserializer() });
    int primaryFieldCount = 4;
    ITypeTraits[] primaryTypeTraits = new ITypeTraits[primaryFieldCount];
    primaryTypeTraits[0] = IntegerPointable.TYPE_TRAITS;
    primaryTypeTraits[1] = UTF8StringPointable.TYPE_TRAITS;
    primaryTypeTraits[2] = IntegerPointable.TYPE_TRAITS;
    primaryTypeTraits[3] = UTF8StringPointable.TYPE_TRAITS;
    // comparators for sort fields and BTree fields
    IBinaryComparatorFactory[] comparatorFactories = new IBinaryComparatorFactory[2];
    comparatorFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
    comparatorFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
    // use a disk-order scan to read primary index
    IFileSplitProvider primarySplitProvider = JobHelper.createFileSplitProvider(splitNCs, options.primaryBTreeName);
    IIndexDataflowHelperFactory primaryHelperFactory = new IndexDataflowHelperFactory(storageManager, primarySplitProvider);
    TreeIndexDiskOrderScanOperatorDescriptor btreeScanOp = new TreeIndexDiskOrderScanOperatorDescriptor(spec, recDesc, primaryHelperFactory, NoOpOperationCallbackFactory.INSTANCE);
    JobHelper.createPartitionConstraint(spec, btreeScanOp, splitNCs);
    // sort the tuples as preparation for bulk load into secondary index
    // fields to sort on
    int[] sortFields = { 1, 0 };
    ExternalSortOperatorDescriptor sorter = new ExternalSortOperatorDescriptor(spec, options.sbSize, sortFields, comparatorFactories, recDesc);
    JobHelper.createPartitionConstraint(spec, sorter, splitNCs);
    // tuples to be put into B-Tree shall have 2 fields
    int secondaryFieldCount = 2;
    ITypeTraits[] secondaryTypeTraits = new ITypeTraits[secondaryFieldCount];
    secondaryTypeTraits[0] = UTF8StringPointable.TYPE_TRAITS;
    secondaryTypeTraits[1] = IntegerPointable.TYPE_TRAITS;
    // the B-Tree expects its keyfields to be at the front of its input
    // tuple
    int[] fieldPermutation = { 1, 0 };
    IFileSplitProvider btreeSplitProvider = JobHelper.createFileSplitProvider(splitNCs, options.secondaryBTreeName);
    IIndexDataflowHelperFactory secondaryHelperFactory = new IndexDataflowHelperFactory(storageManager, btreeSplitProvider);
    TreeIndexBulkLoadOperatorDescriptor btreeBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec, null, fieldPermutation, 0.7f, false, 1000L, true, secondaryHelperFactory);
    JobHelper.createPartitionConstraint(spec, btreeBulkLoad, splitNCs);
    NullSinkOperatorDescriptor nsOpDesc = new NullSinkOperatorDescriptor(spec);
    JobHelper.createPartitionConstraint(spec, nsOpDesc, splitNCs);
    // connect the ops
    spec.connect(new OneToOneConnectorDescriptor(spec), btreeScanOp, 0, sorter, 0);
    spec.connect(new OneToOneConnectorDescriptor(spec), sorter, 0, btreeBulkLoad, 0);
    spec.connect(new OneToOneConnectorDescriptor(spec), btreeBulkLoad, 0, nsOpDesc, 0);
    spec.addRoot(nsOpDesc);
    return spec;
}
Also used : NullSinkOperatorDescriptor(org.apache.hyracks.dataflow.std.misc.NullSinkOperatorDescriptor) ITypeTraits(org.apache.hyracks.api.dataflow.value.ITypeTraits) RecordDescriptor(org.apache.hyracks.api.dataflow.value.RecordDescriptor) IFileSplitProvider(org.apache.hyracks.dataflow.std.file.IFileSplitProvider) IBinaryComparatorFactory(org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory) OneToOneConnectorDescriptor(org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor) UTF8StringSerializerDeserializer(org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer) TreeIndexDiskOrderScanOperatorDescriptor(org.apache.hyracks.storage.am.common.dataflow.TreeIndexDiskOrderScanOperatorDescriptor) IStorageManager(org.apache.hyracks.storage.common.IStorageManager) IIndexDataflowHelperFactory(org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory) ExternalSortOperatorDescriptor(org.apache.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor) JobSpecification(org.apache.hyracks.api.job.JobSpecification) TreeIndexBulkLoadOperatorDescriptor(org.apache.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor) IndexDataflowHelperFactory(org.apache.hyracks.storage.am.common.dataflow.IndexDataflowHelperFactory) IIndexDataflowHelperFactory(org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory)

Example 13 with TreeIndexBulkLoadOperatorDescriptor

use of org.apache.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor in project asterixdb by apache.

the class AbstractBTreeOperatorTest method loadSecondaryIndex.

protected void loadSecondaryIndex() throws Exception {
    JobSpecification spec = new JobSpecification();
    // build dummy tuple containing nothing
    ArrayTupleBuilder tb = new ArrayTupleBuilder(primaryKeyFieldCount * 2);
    DataOutput dos = tb.getDataOutput();
    tb.reset();
    new UTF8StringSerializerDeserializer().serialize("0", dos);
    tb.addFieldEndOffset();
    RecordDescriptor keyRecDesc = secondaryRecDesc;
    ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec, keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
    PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
    // - infinity
    int[] lowKeyFields = null;
    // + infinity
    int[] highKeyFields = null;
    // scan primary index
    BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc, lowKeyFields, highKeyFields, true, true, primaryHelperFactory, false, false, null, NoOpOperationCallbackFactory.INSTANCE, null, null, false);
    PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
    // sort based on secondary keys
    ExternalSortOperatorDescriptor sorter = new ExternalSortOperatorDescriptor(spec, 1000, secondaryFieldPermutationA, new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY), PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) }, primaryRecDesc);
    PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter, NC1_ID);
    // load secondary index
    int[] fieldPermutation = { 3, 0 };
    TreeIndexBulkLoadOperatorDescriptor secondaryBtreeBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec, secondaryRecDesc, fieldPermutation, 0.7f, true, 1000L, true, secondaryHelperFactory);
    PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryBtreeBulkLoad, NC1_ID);
    NullSinkOperatorDescriptor nsOpDesc = new NullSinkOperatorDescriptor(spec);
    PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, nsOpDesc, NC1_ID);
    spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, primaryBtreeSearchOp, 0);
    spec.connect(new OneToOneConnectorDescriptor(spec), primaryBtreeSearchOp, 0, sorter, 0);
    spec.connect(new OneToOneConnectorDescriptor(spec), sorter, 0, secondaryBtreeBulkLoad, 0);
    spec.connect(new OneToOneConnectorDescriptor(spec), secondaryBtreeBulkLoad, 0, nsOpDesc, 0);
    spec.addRoot(nsOpDesc);
    runTest(spec);
}
Also used : NullSinkOperatorDescriptor(org.apache.hyracks.dataflow.std.misc.NullSinkOperatorDescriptor) DataOutput(java.io.DataOutput) ConstantTupleSourceOperatorDescriptor(org.apache.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor) RecordDescriptor(org.apache.hyracks.api.dataflow.value.RecordDescriptor) BTreeSearchOperatorDescriptor(org.apache.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor) ExternalSortOperatorDescriptor(org.apache.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor) ArrayTupleBuilder(org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder) OneToOneConnectorDescriptor(org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor) JobSpecification(org.apache.hyracks.api.job.JobSpecification) UTF8StringSerializerDeserializer(org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer) TreeIndexBulkLoadOperatorDescriptor(org.apache.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor)

Example 14 with TreeIndexBulkLoadOperatorDescriptor

use of org.apache.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor in project asterixdb by apache.

the class AbstractRTreeOperatorTest method loadPrimaryIndex.

protected void loadPrimaryIndex() throws Exception {
    JobSpecification spec = new JobSpecification();
    FileSplit[] ordersSplits = new FileSplit[] { new ManagedFileSplit(NC1_ID, "data" + File.separator + "orders-with-locations-part1.txt") };
    IFileSplitProvider ordersSplitProvider = new ConstantFileSplitProvider(ordersSplits);
    RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] { new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(), DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE });
    FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitProvider, new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE, DoubleParserFactory.INSTANCE, DoubleParserFactory.INSTANCE, DoubleParserFactory.INSTANCE, DoubleParserFactory.INSTANCE }, '|'), ordersDesc);
    PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
    ExternalSortOperatorDescriptor sorter = new ExternalSortOperatorDescriptor(spec, 1000, new int[] { 0 }, new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) }, ordersDesc);
    PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter, NC1_ID);
    int[] fieldPermutation = { 0, 1, 2, 4, 5, 7, 9, 10, 11, 12 };
    TreeIndexBulkLoadOperatorDescriptor primaryBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec, primaryRecDesc, fieldPermutation, 0.7f, false, 1000L, true, primaryHelperFactory);
    PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBulkLoad, NC1_ID);
    NullSinkOperatorDescriptor nsOpDesc = new NullSinkOperatorDescriptor(spec);
    PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, nsOpDesc, NC1_ID);
    spec.connect(new OneToOneConnectorDescriptor(spec), ordScanner, 0, sorter, 0);
    spec.connect(new OneToOneConnectorDescriptor(spec), sorter, 0, primaryBulkLoad, 0);
    spec.connect(new OneToOneConnectorDescriptor(spec), primaryBulkLoad, 0, nsOpDesc, 0);
    spec.addRoot(nsOpDesc);
    runTest(spec);
}
Also used : NullSinkOperatorDescriptor(org.apache.hyracks.dataflow.std.misc.NullSinkOperatorDescriptor) IValueParserFactory(org.apache.hyracks.dataflow.common.data.parsers.IValueParserFactory) IFileSplitProvider(org.apache.hyracks.dataflow.std.file.IFileSplitProvider) RecordDescriptor(org.apache.hyracks.api.dataflow.value.RecordDescriptor) ConstantFileSplitProvider(org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider) DelimitedDataTupleParserFactory(org.apache.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory) OneToOneConnectorDescriptor(org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor) FileSplit(org.apache.hyracks.api.io.FileSplit) ManagedFileSplit(org.apache.hyracks.api.io.ManagedFileSplit) UTF8StringSerializerDeserializer(org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer) ManagedFileSplit(org.apache.hyracks.api.io.ManagedFileSplit) FileScanOperatorDescriptor(org.apache.hyracks.dataflow.std.file.FileScanOperatorDescriptor) ExternalSortOperatorDescriptor(org.apache.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor) JobSpecification(org.apache.hyracks.api.job.JobSpecification) TreeIndexBulkLoadOperatorDescriptor(org.apache.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor)

Aggregations

TreeIndexBulkLoadOperatorDescriptor (org.apache.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor)14 IFileSplitProvider (org.apache.hyracks.dataflow.std.file.IFileSplitProvider)9 IIndexDataflowHelperFactory (org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory)9 IndexDataflowHelperFactory (org.apache.hyracks.storage.am.common.dataflow.IndexDataflowHelperFactory)9 JobSpecification (org.apache.hyracks.api.job.JobSpecification)8 OneToOneConnectorDescriptor (org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor)8 RecordDescriptor (org.apache.hyracks.api.dataflow.value.RecordDescriptor)7 ExternalSortOperatorDescriptor (org.apache.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor)7 IOperatorDescriptor (org.apache.hyracks.api.dataflow.IOperatorDescriptor)6 NullSinkOperatorDescriptor (org.apache.hyracks.dataflow.std.misc.NullSinkOperatorDescriptor)6 JobId (org.apache.asterix.common.transactions.JobId)5 MetadataException (org.apache.asterix.metadata.MetadataException)5 DatasetCardinalityHint (org.apache.asterix.metadata.dataset.hints.DatasetHints.DatasetCardinalityHint)5 Dataset (org.apache.asterix.metadata.entities.Dataset)5 AlgebricksAbsolutePartitionConstraint (org.apache.hyracks.algebricks.common.constraints.AlgebricksAbsolutePartitionConstraint)5 AlgebricksPartitionConstraint (org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint)5 AlgebricksException (org.apache.hyracks.algebricks.common.exceptions.AlgebricksException)5 Pair (org.apache.hyracks.algebricks.common.utils.Pair)5 LogicalVariable (org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable)5 UTF8StringSerializerDeserializer (org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer)5