Examples with TransferPair org.apache.drill.exec.record.TransferPair used on opensource projects

Example 6 with TransferPair

use of org.apache.drill.exec.record.TransferPair in project drill by apache.

the class FlattenRecordBatch method getFlattenFieldTransferPair.

/**
   * The data layout is the same for the actual data within a repeated field, as it is in a scalar vector for
   * the same sql type. For example, a repeated int vector has a vector of offsets into a regular int vector to
   * represent the lists. As the data layout for the actual values in the same in the repeated vector as in the
   * scalar vector of the same type, we can avoid making individual copies for the column being flattened, and just
   * use vector copies between the inner vector of the repeated field to the resulting scalar vector from the flatten
   * operation. This is completed after we determine how many records will fit (as we will hit either a batch end, or
   * the end of one of the other vectors while we are copying the data of the other vectors alongside each new flattened
   * value coming out of the repeated field.)
   */
@SuppressWarnings("resource")
private TransferPair getFlattenFieldTransferPair(FieldReference reference) {
    final TypedFieldId fieldId = incoming.getValueVectorId(popConfig.getColumn());
    final Class<?> vectorClass = incoming.getSchema().getColumn(fieldId.getFieldIds()[0]).getValueClass();
    final ValueVector flattenField = incoming.getValueAccessorById(vectorClass, fieldId.getFieldIds()).getValueVector();
    TransferPair tp = null;
    if (flattenField instanceof RepeatedMapVector) {
        tp = ((RepeatedMapVector) flattenField).getTransferPairToSingleMap(reference.getAsNamePart().getName(), oContext.getAllocator());
    } else if (!(flattenField instanceof RepeatedValueVector)) {
        if (incoming.getRecordCount() != 0) {
            throw UserException.unsupportedError().message("Flatten does not support inputs of non-list values.").build(logger);
        }
        logger.error("Cannot cast {} to RepeatedValueVector", flattenField);
        //when incoming recordCount is 0, don't throw exception since the type being seen here is not solid
        final ValueVector vv = new RepeatedMapVector(flattenField.getField(), oContext.getAllocator(), null);
        tp = RepeatedValueVector.class.cast(vv).getTransferPair(reference.getAsNamePart().getName(), oContext.getAllocator());
    } else {
        final ValueVector vvIn = RepeatedValueVector.class.cast(flattenField).getDataVector();
        // vvIn may be null because of fast schema return for repeated list vectors
        if (vvIn != null) {
            tp = vvIn.getTransferPair(reference.getAsNamePart().getName(), oContext.getAllocator());
        }
    }
    return tp;
}

Example 7 with TransferPair

use of org.apache.drill.exec.record.TransferPair in project drill by apache.

the class FlattenRecordBatch method setupNewSchema.

@Override
protected boolean setupNewSchema() throws SchemaChangeException {
    this.allocationVectors = Lists.newArrayList();
    container.clear();
    final List<NamedExpression> exprs = getExpressionList();
    final ErrorCollector collector = new ErrorCollectorImpl();
    final List<TransferPair> transfers = Lists.newArrayList();
    final ClassGenerator<Flattener> cg = CodeGenerator.getRoot(Flattener.TEMPLATE_DEFINITION, context.getFunctionRegistry(), context.getOptions());
    cg.getCodeGenerator().plainJavaCapable(true);
    // Uncomment out this line to debug the generated code.
    //    cg.getCodeGenerator().saveCodeForDebugging(true);
    final IntHashSet transferFieldIds = new IntHashSet();
    final NamedExpression flattenExpr = new NamedExpression(popConfig.getColumn(), new FieldReference(popConfig.getColumn()));
    final ValueVectorReadExpression vectorRead = (ValueVectorReadExpression) ExpressionTreeMaterializer.materialize(flattenExpr.getExpr(), incoming, collector, context.getFunctionRegistry(), true);
    final FieldReference fieldReference = flattenExpr.getRef();
    final TransferPair transferPair = getFlattenFieldTransferPair(fieldReference);
    if (transferPair != null) {
        final ValueVector flattenVector = transferPair.getTo();
        // checks that list has only default ValueVector and replaces resulting ValueVector to INT typed ValueVector
        if (exprs.size() == 0 && flattenVector.getField().getType().equals(Types.LATE_BIND_TYPE)) {
            final MaterializedField outputField = MaterializedField.create(fieldReference.getAsNamePart().getName(), Types.OPTIONAL_INT);
            final ValueVector vector = TypeHelper.getNewVector(outputField, oContext.getAllocator());
            container.add(vector);
        } else {
            transfers.add(transferPair);
            container.add(flattenVector);
            transferFieldIds.add(vectorRead.getFieldId().getFieldIds()[0]);
        }
    }
    logger.debug("Added transfer for project expression.");
    ClassifierResult result = new ClassifierResult();
    for (int i = 0; i < exprs.size(); i++) {
        final NamedExpression namedExpression = exprs.get(i);
        result.clear();
        String outputName = getRef(namedExpression).getRootSegment().getPath();
        if (result != null && result.outputNames != null && result.outputNames.size() > 0) {
            for (int j = 0; j < result.outputNames.size(); j++) {
                if (!result.outputNames.get(j).equals(EMPTY_STRING)) {
                    outputName = result.outputNames.get(j);
                    break;
                }
            }
        }
        final LogicalExpression expr = ExpressionTreeMaterializer.materialize(namedExpression.getExpr(), incoming, collector, context.getFunctionRegistry(), true);
        if (collector.hasErrors()) {
            throw new SchemaChangeException(String.format("Failure while trying to materialize incoming schema.  Errors:\n %s.", collector.toErrorString()));
        }
        if (expr instanceof DrillFuncHolderExpr && ((DrillFuncHolderExpr) expr).getHolder().isComplexWriterFuncHolder()) {
            // Lazy initialization of the list of complex writers, if not done yet.
            if (complexWriters == null) {
                complexWriters = Lists.newArrayList();
            }
            // The reference name will be passed to ComplexWriter, used as the name of the output vector from the writer.
            ((DrillFuncHolderExpr) expr).getFieldReference(namedExpression.getRef());
            cg.addExpr(expr);
        } else {
            // need to do evaluation.
            final MaterializedField outputField;
            if (expr instanceof ValueVectorReadExpression) {
                final TypedFieldId id = ValueVectorReadExpression.class.cast(expr).getFieldId();
                @SuppressWarnings("resource") final ValueVector incomingVector = incoming.getValueAccessorById(id.getIntermediateClass(), id.getFieldIds()).getValueVector();
                // when the first batch will be empty.
                if (incomingVector != null) {
                    outputField = incomingVector.getField().clone();
                } else {
                    outputField = MaterializedField.create(outputName, expr.getMajorType());
                }
            } else {
                outputField = MaterializedField.create(outputName, expr.getMajorType());
            }
            @SuppressWarnings("resource") final ValueVector vector = TypeHelper.getNewVector(outputField, oContext.getAllocator());
            allocationVectors.add(vector);
            TypedFieldId fid = container.add(vector);
            ValueVectorWriteExpression write = new ValueVectorWriteExpression(fid, expr, true);
            cg.addExpr(write);
            logger.debug("Added eval for project expression.");
        }
    }
    cg.rotateBlock();
    cg.getEvalBlock()._return(JExpr.TRUE);
    container.buildSchema(SelectionVectorMode.NONE);
    try {
        this.flattener = context.getImplementationClass(cg.getCodeGenerator());
        flattener.setup(context, incoming, this, transfers);
    } catch (ClassTransformationException | IOException e) {
        throw new SchemaChangeException("Failure while attempting to load generated class", e);
    }
    return true;
}

Example 8 with TransferPair

use of org.apache.drill.exec.record.TransferPair in project drill by apache.

the class OrderedPartitionRecordBatch method setupNewSchema.

/**
   * Sets up projection that will transfer all of the columns in batch, and also populate the partition column based on
   * which partition a record falls into in the partition table
   *
   * @param batch
   * @throws SchemaChangeException
   */
protected void setupNewSchema(VectorAccessible batch) throws SchemaChangeException {
    container.clear();
    final ErrorCollector collector = new ErrorCollectorImpl();
    final List<TransferPair> transfers = Lists.newArrayList();
    final ClassGenerator<OrderedPartitionProjector> cg = CodeGenerator.getRoot(OrderedPartitionProjector.TEMPLATE_DEFINITION, context.getFunctionRegistry(), context.getOptions());
    for (VectorWrapper<?> vw : batch) {
        TransferPair tp = vw.getValueVector().getTransferPair(oContext.getAllocator());
        transfers.add(tp);
        container.add(tp.getTo());
    }
    cg.setMappingSet(mainMapping);
    int count = 0;
    for (Ordering od : popConfig.getOrderings()) {
        final LogicalExpression expr = ExpressionTreeMaterializer.materialize(od.getExpr(), batch, collector, context.getFunctionRegistry());
        if (collector.hasErrors()) {
            throw new SchemaChangeException("Failure while materializing expression. " + collector.toErrorString());
        }
        cg.setMappingSet(incomingMapping);
        ClassGenerator.HoldingContainer left = cg.addExpr(expr, ClassGenerator.BlkCreateMode.FALSE);
        cg.setMappingSet(partitionMapping);
        ClassGenerator.HoldingContainer right = cg.addExpr(new ValueVectorReadExpression(new TypedFieldId(expr.getMajorType(), count++)), ClassGenerator.BlkCreateMode.FALSE);
        cg.setMappingSet(mainMapping);
        // next we wrap the two comparison sides and add the expression block for the comparison.
        LogicalExpression fh = FunctionGenerationHelper.getOrderingComparator(od.nullsSortHigh(), left, right, context.getFunctionRegistry());
        ClassGenerator.HoldingContainer out = cg.addExpr(fh, ClassGenerator.BlkCreateMode.FALSE);
        JConditional jc = cg.getEvalBlock()._if(out.getValue().ne(JExpr.lit(0)));
        if (od.getDirection() == Direction.ASCENDING) {
            jc._then()._return(out.getValue());
        } else {
            jc._then()._return(out.getValue().minus());
        }
    }
    cg.getEvalBlock()._return(JExpr.lit(0));
    container.add(this.partitionKeyVector);
    container.buildSchema(batch.getSchema().getSelectionVectorMode());
    try {
        this.projector = context.getImplementationClass(cg);
        projector.setup(context, batch, this, transfers, partitionVectors, partitions, popConfig.getRef());
    } catch (ClassTransformationException | IOException e) {
        throw new SchemaChangeException("Failure while attempting to load generated class", e);
    }
}

Example 9 with TransferPair

use of org.apache.drill.exec.record.TransferPair in project drill by apache.

the class ProducerConsumerBatch method load.

private boolean load(final RecordBatchData batch) {
    final VectorContainer newContainer = batch.getContainer();
    if (schema != null && newContainer.getSchema().equals(schema)) {
        container.zeroVectors();
        final BatchSchema schema = container.getSchema();
        for (int i = 0; i < container.getNumberOfColumns(); i++) {
            final MaterializedField field = schema.getColumn(i);
            final MajorType type = field.getType();
            final ValueVector vOut = container.getValueAccessorById(TypeHelper.getValueVectorClass(type.getMinorType(), type.getMode()), container.getValueVectorId(SchemaPath.getSimplePath(field.getPath())).getFieldIds()).getValueVector();
            final ValueVector vIn = newContainer.getValueAccessorById(TypeHelper.getValueVectorClass(type.getMinorType(), type.getMode()), newContainer.getValueVectorId(SchemaPath.getSimplePath(field.getPath())).getFieldIds()).getValueVector();
            final TransferPair tp = vIn.makeTransferPair(vOut);
            tp.transfer();
        }
        return false;
    } else {
        container.clear();
        for (final VectorWrapper<?> w : newContainer) {
            container.add(w.getValueVector());
        }
        container.buildSchema(SelectionVectorMode.NONE);
        schema = container.getSchema();
        return true;
    }
}

Example 10 with TransferPair

use of org.apache.drill.exec.record.TransferPair in project drill by apache.

the class LimitRecordBatch method doWork.

@Override
protected IterOutcome doWork() {
    if (first) {
        first = false;
    }
    skipBatch = false;
    final int recordCount = incoming.getRecordCount();
    if (recordCount == 0) {
        skipBatch = true;
        return IterOutcome.OK;
    }
    for (final TransferPair tp : transfers) {
        tp.transfer();
    }
    if (recordCount <= recordsToSkip) {
        recordsToSkip -= recordCount;
        skipBatch = true;
    } else {
        outgoingSv.allocateNew(recordCount);
        limit(recordCount);
    }
    return IterOutcome.OK;
}