use of org.apache.drill.exec.record.TypedFieldId in project drill by axbaretto.
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.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);
}
}
use of org.apache.drill.exec.record.TypedFieldId in project drill by axbaretto.
the class ProjectRecordBatch method setupNewSchemaFromInput.
private void setupNewSchemaFromInput(RecordBatch incomingBatch) throws SchemaChangeException {
if (allocationVectors != null) {
for (final ValueVector v : allocationVectors) {
v.clear();
}
}
this.allocationVectors = Lists.newArrayList();
if (complexWriters != null) {
container.clear();
} else {
container.zeroVectors();
}
final List<NamedExpression> exprs = getExpressionList();
final ErrorCollector collector = new ErrorCollectorImpl();
final List<TransferPair> transfers = Lists.newArrayList();
final ClassGenerator<Projector> cg = CodeGenerator.getRoot(Projector.TEMPLATE_DEFINITION, 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 boolean isAnyWildcard = isAnyWildcard(exprs);
final ClassifierResult result = new ClassifierResult();
final boolean classify = isClassificationNeeded(exprs);
for (NamedExpression namedExpression : exprs) {
result.clear();
if (classify && namedExpression.getExpr() instanceof SchemaPath) {
classifyExpr(namedExpression, incomingBatch, result);
if (result.isStar) {
// The value indicates which wildcard we are processing now
final Integer value = result.prefixMap.get(result.prefix);
if (value != null && value == 1) {
int k = 0;
for (final VectorWrapper<?> wrapper : incomingBatch) {
final ValueVector vvIn = wrapper.getValueVector();
if (k > result.outputNames.size() - 1) {
assert false;
}
// get the renamed column names
final String name = result.outputNames.get(k++);
if (name.isEmpty()) {
continue;
}
if (isImplicitFileColumn(vvIn)) {
continue;
}
final FieldReference ref = new FieldReference(name);
final ValueVector vvOut = container.addOrGet(MaterializedField.create(ref.getAsNamePart().getName(), vvIn.getField().getType()), callBack);
final TransferPair tp = vvIn.makeTransferPair(vvOut);
transfers.add(tp);
}
} else if (value != null && value > 1) {
// subsequent wildcards should do a copy of incoming valuevectors
int k = 0;
for (final VectorWrapper<?> wrapper : incomingBatch) {
final ValueVector vvIn = wrapper.getValueVector();
final SchemaPath originalPath = SchemaPath.getSimplePath(vvIn.getField().getName());
if (k > result.outputNames.size() - 1) {
assert false;
}
// get the renamed column names
final String name = result.outputNames.get(k++);
if (name.isEmpty()) {
continue;
}
if (isImplicitFileColumn(vvIn)) {
continue;
}
final LogicalExpression expr = ExpressionTreeMaterializer.materialize(originalPath, incomingBatch, collector, context.getFunctionRegistry());
if (collector.hasErrors()) {
throw new SchemaChangeException(String.format("Failure while trying to materialize incomingBatch schema. Errors:\n %s.", collector.toErrorString()));
}
final MaterializedField outputField = MaterializedField.create(name, expr.getMajorType());
final ValueVector vv = container.addOrGet(outputField, callBack);
allocationVectors.add(vv);
final TypedFieldId fid = container.getValueVectorId(SchemaPath.getSimplePath(outputField.getName()));
final ValueVectorWriteExpression write = new ValueVectorWriteExpression(fid, expr, true);
final HoldingContainer hc = cg.addExpr(write, ClassGenerator.BlkCreateMode.TRUE_IF_BOUND);
}
}
continue;
}
} else {
// For the columns which do not needed to be classified,
// it is still necessary to ensure the output column name is unique
result.outputNames = Lists.newArrayList();
final String outputName = getRef(namedExpression).getRootSegment().getPath();
addToResultMaps(outputName, result, true);
}
String outputName = getRef(namedExpression).getRootSegment().getPath();
if (result != null && result.outputNames != null && result.outputNames.size() > 0) {
boolean isMatched = false;
for (int j = 0; j < result.outputNames.size(); j++) {
if (!result.outputNames.get(j).isEmpty()) {
outputName = result.outputNames.get(j);
isMatched = true;
break;
}
}
if (!isMatched) {
continue;
}
}
final LogicalExpression expr = ExpressionTreeMaterializer.materialize(namedExpression.getExpr(), incomingBatch, collector, context.getFunctionRegistry(), true, unionTypeEnabled);
final MaterializedField outputField = MaterializedField.create(outputName, expr.getMajorType());
if (collector.hasErrors()) {
throw new SchemaChangeException(String.format("Failure while trying to materialize incoming schema. Errors:\n %s.", collector.toErrorString()));
}
// add value vector to transfer if direct reference and this is allowed, otherwise, add to evaluation stack.
if (expr instanceof ValueVectorReadExpression && incomingBatch.getSchema().getSelectionVectorMode() == SelectionVectorMode.NONE && !((ValueVectorReadExpression) expr).hasReadPath() && !isAnyWildcard && !transferFieldIds.contains(((ValueVectorReadExpression) expr).getFieldId().getFieldIds()[0])) {
final ValueVectorReadExpression vectorRead = (ValueVectorReadExpression) expr;
final TypedFieldId id = vectorRead.getFieldId();
final ValueVector vvIn = incomingBatch.getValueAccessorById(id.getIntermediateClass(), id.getFieldIds()).getValueVector();
Preconditions.checkNotNull(incomingBatch);
final FieldReference ref = getRef(namedExpression);
final ValueVector vvOut = container.addOrGet(MaterializedField.create(ref.getLastSegment().getNameSegment().getPath(), vectorRead.getMajorType()), callBack);
final TransferPair tp = vvIn.makeTransferPair(vvOut);
transfers.add(tp);
transferFieldIds.add(vectorRead.getFieldId().getFieldIds()[0]);
} else 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();
} else {
complexWriters.clear();
}
// 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, ClassGenerator.BlkCreateMode.TRUE_IF_BOUND);
if (complexFieldReferencesList == null) {
complexFieldReferencesList = Lists.newArrayList();
}
// save the field reference for later for getting schema when input is empty
complexFieldReferencesList.add(namedExpression.getRef());
} else {
// need to do evaluation.
final ValueVector vector = container.addOrGet(outputField, callBack);
allocationVectors.add(vector);
final TypedFieldId fid = container.getValueVectorId(SchemaPath.getSimplePath(outputField.getName()));
final boolean useSetSafe = !(vector instanceof FixedWidthVector);
final ValueVectorWriteExpression write = new ValueVectorWriteExpression(fid, expr, useSetSafe);
final HoldingContainer hc = cg.addExpr(write, ClassGenerator.BlkCreateMode.TRUE_IF_BOUND);
// We cannot do multiple transfers from the same vector. However we still need to instantiate the output vector.
if (expr instanceof ValueVectorReadExpression) {
final ValueVectorReadExpression vectorRead = (ValueVectorReadExpression) expr;
if (!vectorRead.hasReadPath()) {
final TypedFieldId id = vectorRead.getFieldId();
final ValueVector vvIn = incomingBatch.getValueAccessorById(id.getIntermediateClass(), id.getFieldIds()).getValueVector();
vvIn.makeTransferPair(vector);
}
}
logger.debug("Added eval for project expression.");
}
}
try {
CodeGenerator<Projector> codeGen = cg.getCodeGenerator();
codeGen.plainJavaCapable(true);
// Uncomment out this line to debug the generated code.
// codeGen.saveCodeForDebugging(true);
this.projector = context.getImplementationClass(codeGen);
projector.setup(context, incomingBatch, this, transfers);
} catch (ClassTransformationException | IOException e) {
throw new SchemaChangeException("Failure while attempting to load generated class", e);
}
}
use of org.apache.drill.exec.record.TypedFieldId in project drill by axbaretto.
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.getOptions());
cg.getCodeGenerator().plainJavaCapable(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 (NamedExpression namedExpression : exprs) {
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;
}
use of org.apache.drill.exec.record.TypedFieldId in project drill by axbaretto.
the class HashAggTemplate method setup.
@Override
public void setup(HashAggregate hashAggrConfig, HashTableConfig htConfig, FragmentContext context, OperatorContext oContext, RecordBatch incoming, HashAggBatch outgoing, LogicalExpression[] valueExprs, List<TypedFieldId> valueFieldIds, TypedFieldId[] groupByOutFieldIds, VectorContainer outContainer, int extraRowBytes) throws SchemaChangeException, IOException {
if (valueExprs == null || valueFieldIds == null) {
throw new IllegalArgumentException("Invalid aggr value exprs or workspace variables.");
}
if (valueFieldIds.size() < valueExprs.length) {
throw new IllegalArgumentException("Wrong number of workspace variables.");
}
this.context = context;
this.stats = oContext.getStats();
this.allocator = oContext.getAllocator();
this.oContext = oContext;
this.incoming = incoming;
this.outgoing = outgoing;
this.outContainer = outContainer;
this.operatorId = hashAggrConfig.getOperatorId();
this.useMemoryPrediction = context.getOptions().getOption(ExecConstants.HASHAGG_USE_MEMORY_PREDICTION_VALIDATOR);
is2ndPhase = hashAggrConfig.getAggPhase() == AggPrelBase.OperatorPhase.PHASE_2of2;
isTwoPhase = hashAggrConfig.getAggPhase() != AggPrelBase.OperatorPhase.PHASE_1of1;
is1stPhase = isTwoPhase && !is2ndPhase;
// single phase can not spill
canSpill = isTwoPhase;
// Typically for testing - force a spill after a partition has more than so many batches
minBatchesPerPartition = context.getOptions().getOption(ExecConstants.HASHAGG_MIN_BATCHES_PER_PARTITION_VALIDATOR);
// Set the memory limit
long memoryLimit = allocator.getLimit();
// Optional configured memory limit, typically used only for testing.
long configLimit = context.getOptions().getOption(ExecConstants.HASHAGG_MAX_MEMORY_VALIDATOR);
if (configLimit > 0) {
logger.warn("Memory limit was changed to {}", configLimit);
memoryLimit = Math.min(memoryLimit, configLimit);
// enforce at the allocator
allocator.setLimit(memoryLimit);
}
// TODO: This functionality will be added later.
if (hashAggrConfig.getGroupByExprs().size() == 0) {
throw new IllegalArgumentException("Currently, hash aggregation is only applicable if there are group-by " + "expressions.");
}
this.htIdxHolder = new IndexPointer();
this.outStartIdxHolder = new IndexPointer();
this.outNumRecordsHolder = new IndexPointer();
materializedValueFields = new MaterializedField[valueFieldIds.size()];
if (valueFieldIds.size() > 0) {
int i = 0;
FieldReference ref = new FieldReference("dummy", ExpressionPosition.UNKNOWN, valueFieldIds.get(0).getIntermediateType());
for (TypedFieldId id : valueFieldIds) {
materializedValueFields[i++] = MaterializedField.create(ref.getAsNamePart().getName(), id.getIntermediateType());
}
}
spillSet = new SpillSet(context, hashAggrConfig);
baseHashTable = new ChainedHashTable(htConfig, context, allocator, incoming, null, /* no incoming probe */
outgoing);
// retain these for delayedSetup, and to allow recreating hash tables (after a spill)
this.groupByOutFieldIds = groupByOutFieldIds;
numGroupByOutFields = groupByOutFieldIds.length;
// Start calculating the row widths (with the extra columns; the rest would be done in updateEstMaxBatchSize() )
estRowWidth = extraRowBytes;
estValuesRowWidth = extraRowBytes;
doSetup(incoming);
}
use of org.apache.drill.exec.record.TypedFieldId in project drill by axbaretto.
the class ChainedHashTable method createAndSetupHashTable.
public HashTable createAndSetupHashTable(TypedFieldId[] outKeyFieldIds, int numPartitions) throws ClassTransformationException, IOException, SchemaChangeException {
CodeGenerator<HashTable> top = CodeGenerator.get(HashTable.TEMPLATE_DEFINITION, context.getOptions());
top.plainJavaCapable(true);
// Uncomment out this line to debug the generated code.
// This code is called from generated code, so to step into this code,
// persist the code generated in HashAggBatch also.
// top.saveCodeForDebugging(true);
// use a subclass
top.preferPlainJava(true);
ClassGenerator<HashTable> cg = top.getRoot();
ClassGenerator<HashTable> cgInner = cg.getInnerGenerator("BatchHolder");
LogicalExpression[] keyExprsBuild = new LogicalExpression[htConfig.getKeyExprsBuild().size()];
LogicalExpression[] keyExprsProbe = null;
boolean isProbe = (htConfig.getKeyExprsProbe() != null);
if (isProbe) {
keyExprsProbe = new LogicalExpression[htConfig.getKeyExprsProbe().size()];
}
ErrorCollector collector = new ErrorCollectorImpl();
// original ht container from which others may be cloned
VectorContainer htContainerOrig = new VectorContainer();
TypedFieldId[] htKeyFieldIds = new TypedFieldId[htConfig.getKeyExprsBuild().size()];
int i = 0;
for (NamedExpression ne : htConfig.getKeyExprsBuild()) {
final LogicalExpression expr = ExpressionTreeMaterializer.materialize(ne.getExpr(), incomingBuild, collector, context.getFunctionRegistry());
if (collector.hasErrors()) {
throw new SchemaChangeException("Failure while materializing expression. " + collector.toErrorString());
}
if (expr == null) {
continue;
}
keyExprsBuild[i] = expr;
i++;
}
if (isProbe) {
i = 0;
for (NamedExpression ne : htConfig.getKeyExprsProbe()) {
final LogicalExpression expr = ExpressionTreeMaterializer.materialize(ne.getExpr(), incomingProbe, collector, context.getFunctionRegistry());
if (collector.hasErrors()) {
throw new SchemaChangeException("Failure while materializing expression. " + collector.toErrorString());
}
if (expr == null) {
continue;
}
keyExprsProbe[i] = expr;
i++;
}
JoinUtils.addLeastRestrictiveCasts(keyExprsProbe, incomingProbe, keyExprsBuild, incomingBuild, context);
}
i = 0;
/*
* Once the implicit casts have been added, create the value vectors for the corresponding
* type and add it to the hash table's container.
* Note: Adding implicit casts may have a minor impact on the memory foot print. For example
* if we have a join condition with bigint on the probe side and int on the build side then
* after this change we will be allocating a bigint vector in the hashtable instead of an int
* vector.
*/
for (NamedExpression ne : htConfig.getKeyExprsBuild()) {
LogicalExpression expr = keyExprsBuild[i];
final MaterializedField outputField = MaterializedField.create(ne.getRef().getLastSegment().getNameSegment().getPath(), expr.getMajorType());
@SuppressWarnings("resource") ValueVector vv = TypeHelper.getNewVector(outputField, allocator);
htKeyFieldIds[i] = htContainerOrig.add(vv);
i++;
}
// generate code for isKeyMatch(), setValue(), getHash() and outputRecordKeys()
setupIsKeyMatchInternal(cgInner, KeyMatchIncomingBuildMapping, KeyMatchHtableMapping, keyExprsBuild, htConfig.getComparators(), htKeyFieldIds);
setupIsKeyMatchInternal(cgInner, KeyMatchIncomingProbeMapping, KeyMatchHtableProbeMapping, keyExprsProbe, htConfig.getComparators(), htKeyFieldIds);
setupSetValue(cgInner, keyExprsBuild, htKeyFieldIds);
if (outgoing != null) {
if (outKeyFieldIds.length > htConfig.getKeyExprsBuild().size()) {
throw new IllegalArgumentException("Mismatched number of output key fields.");
}
}
setupOutputRecordKeys(cgInner, htKeyFieldIds, outKeyFieldIds);
setupGetHash(cg, /* use top level code generator for getHash */
GetHashIncomingBuildMapping, incomingBuild, keyExprsBuild, false);
setupGetHash(cg, /* use top level code generator for getHash */
GetHashIncomingProbeMapping, incomingProbe, keyExprsProbe, true);
HashTable ht = context.getImplementationClass(top);
ht.setup(htConfig, allocator, incomingBuild, incomingProbe, outgoing, htContainerOrig);
return ht;
}
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