Examples with RelRecordType org.apache.calcite.rel.type.RelRecordType used on opensource projects

Example 11 with RelRecordType

use of org.apache.calcite.rel.type.RelRecordType in project drill by axbaretto.

the class WindowPrule method onMatch.

@Override
public void onMatch(RelOptRuleCall call) {
    final DrillWindowRel window = call.rel(0);
    RelNode input = call.rel(1);
    // TODO: Order window based on existing partition by
    // input.getTraitSet().subsumes()
    boolean partitionby = false;
    boolean addMerge = false;
    // The start index of the constant fields of DrillWindowRel
    final int startConstantsIndex = window.getInput().getRowType().getFieldCount();
    int constantShiftIndex = 0;
    for (final Ord<Window.Group> w : Ord.zip(window.groups)) {
        Window.Group windowBase = w.getValue();
        RelTraitSet traits = call.getPlanner().emptyTraitSet().plus(Prel.DRILL_PHYSICAL);
        // For empty Over-Clause
        if (windowBase.keys.isEmpty() && windowBase.orderKeys.getFieldCollations().isEmpty()) {
            DrillDistributionTrait distEmptyKeys = new DrillDistributionTrait(DrillDistributionTrait.DistributionType.SINGLETON);
            traits = traits.plus(distEmptyKeys);
        } else if (windowBase.keys.size() > 0) {
            DrillDistributionTrait distOnAllKeys = new DrillDistributionTrait(DrillDistributionTrait.DistributionType.HASH_DISTRIBUTED, ImmutableList.copyOf(getDistributionFields(windowBase)));
            partitionby = true;
            traits = traits.plus(distOnAllKeys);
        } else if (windowBase.orderKeys.getFieldCollations().size() > 0) {
            // if only the order-by clause is specified, there is a single partition
            // consisting of all the rows, so we do a distributed sort followed by a
            // single merge as the input of the window operator
            DrillDistributionTrait distKeys = new DrillDistributionTrait(DrillDistributionTrait.DistributionType.HASH_DISTRIBUTED, ImmutableList.copyOf(getDistributionFieldsFromCollation(windowBase)));
            traits = traits.plus(distKeys);
            if (!isSingleMode(call)) {
                addMerge = true;
            }
        }
        // Add collation trait if either partition-by or order-by is specified.
        if (partitionby || windowBase.orderKeys.getFieldCollations().size() > 0) {
            RelCollation collation = getCollation(windowBase);
            traits = traits.plus(collation);
        }
        RelNode convertedInput = convert(input, traits);
        if (addMerge) {
            traits = traits.plus(DrillDistributionTrait.SINGLETON);
            convertedInput = new SingleMergeExchangePrel(window.getCluster(), traits, convertedInput, windowBase.collation());
        }
        List<RelDataTypeField> newRowFields = Lists.newArrayList();
        for (RelDataTypeField field : convertedInput.getRowType().getFieldList()) {
            newRowFields.add(field);
        }
        Iterable<RelDataTypeField> newWindowFields = Iterables.filter(window.getRowType().getFieldList(), new Predicate<RelDataTypeField>() {

            @Override
            public boolean apply(RelDataTypeField relDataTypeField) {
                return relDataTypeField.getName().startsWith("w" + w.i + "$");
            }
        });
        for (RelDataTypeField newField : newWindowFields) {
            newRowFields.add(newField);
        }
        RelDataType rowType = new RelRecordType(newRowFields);
        List<Window.RexWinAggCall> newWinAggCalls = Lists.newArrayList();
        for (Ord<Window.RexWinAggCall> aggOrd : Ord.zip(windowBase.aggCalls)) {
            Window.RexWinAggCall aggCall = aggOrd.getValue();
            // If the argument points at the constant and
            // additional fields have been generated by the Window below,
            // the index of constants will be shifted
            final List<RexNode> newOperandsOfWindowFunction = Lists.newArrayList();
            for (RexNode operand : aggCall.getOperands()) {
                if (operand instanceof RexInputRef) {
                    final RexInputRef rexInputRef = (RexInputRef) operand;
                    final int refIndex = rexInputRef.getIndex();
                    // Check if this RexInputRef points at the constants
                    if (rexInputRef.getIndex() >= startConstantsIndex) {
                        operand = new RexInputRef(refIndex + constantShiftIndex, window.constants.get(refIndex - startConstantsIndex).getType());
                    }
                }
                newOperandsOfWindowFunction.add(operand);
            }
            aggCall = new Window.RexWinAggCall((SqlAggFunction) aggCall.getOperator(), aggCall.getType(), newOperandsOfWindowFunction, aggCall.ordinal, aggCall.distinct);
            newWinAggCalls.add(new Window.RexWinAggCall((SqlAggFunction) aggCall.getOperator(), aggCall.getType(), aggCall.getOperands(), aggOrd.i, aggCall.distinct));
        }
        windowBase = new Window.Group(windowBase.keys, windowBase.isRows, windowBase.lowerBound, windowBase.upperBound, windowBase.orderKeys, newWinAggCalls);
        input = new WindowPrel(window.getCluster(), window.getTraitSet().merge(traits), convertedInput, window.getConstants(), rowType, windowBase);
        constantShiftIndex += windowBase.aggCalls.size();
    }
    call.transformTo(input);
}

Example 12 with RelRecordType

use of org.apache.calcite.rel.type.RelRecordType in project beam by apache.

the class BeamIOPushDownRule method onMatch.

// ~ Methods ----------------------------------------------------------------
@Override
public void onMatch(RelOptRuleCall call) {
    final BeamIOSourceRel ioSourceRel = call.rel(1);
    final BeamSqlTable beamSqlTable = ioSourceRel.getBeamSqlTable();
    if (ioSourceRel instanceof BeamPushDownIOSourceRel) {
        return;
    }
    // Nested rows are not supported at the moment
    for (RelDataTypeField field : ioSourceRel.getRowType().getFieldList()) {
        if (field.getType() instanceof RelRecordType) {
            return;
        }
    }
    final Calc calc = call.rel(0);
    final RexProgram program = calc.getProgram();
    final Pair<ImmutableList<RexNode>, ImmutableList<RexNode>> projectFilter = program.split();
    final RelDataType calcInputRowType = program.getInputRowType();
    // When predicate push-down is not supported - all filters are unsupported.
    final BeamSqlTableFilter tableFilter = beamSqlTable.constructFilter(projectFilter.right);
    if (!beamSqlTable.supportsProjects().isSupported() && tableFilter instanceof DefaultTableFilter) {
        // Either project or filter push-down must be supported by the IO.
        return;
    }
    Set<String> usedFields = new LinkedHashSet<>();
    if (!(tableFilter instanceof DefaultTableFilter) && !beamSqlTable.supportsProjects().isSupported()) {
        // When applying standalone filter push-down all fields must be project by an IO.
        // With a single exception: Calc projects all fields (in the same order) and does nothing
        // else.
        usedFields.addAll(calcInputRowType.getFieldNames());
    } else {
        // Find all input refs used by projects
        for (RexNode project : projectFilter.left) {
            findUtilizedInputRefs(calcInputRowType, project, usedFields);
        }
        // Find all input refs used by filters
        for (RexNode filter : tableFilter.getNotSupported()) {
            findUtilizedInputRefs(calcInputRowType, filter, usedFields);
        }
    }
    if (usedFields.isEmpty()) {
        // No need to do push-down for queries like this: "select UPPER('hello')".
        return;
    }
    // IO only projects fields utilized by a calc.
    if (tableFilter.getNotSupported().containsAll(projectFilter.right) && usedFields.containsAll(ioSourceRel.getRowType().getFieldNames())) {
        return;
    }
    FieldAccessDescriptor resolved = FieldAccessDescriptor.withFieldNames(usedFields);
    resolved = resolved.resolve(beamSqlTable.getSchema());
    if (canDropCalc(program, beamSqlTable.supportsProjects(), tableFilter)) {
        call.transformTo(ioSourceRel.createPushDownRel(calc.getRowType(), resolved.getFieldsAccessed().stream().map(FieldDescriptor::getFieldName).collect(Collectors.toList()), tableFilter));
        return;
    }
    // IO only projects fields utilised by a calc.
    if (tableFilter.getNotSupported().equals(projectFilter.right) && usedFields.containsAll(ioSourceRel.getRowType().getFieldNames())) {
        return;
    }
    RelNode result = constructNodesWithPushDown(resolved, call.builder(), ioSourceRel, tableFilter, calc.getRowType(), projectFilter.left);
    if (tableFilter.getNotSupported().size() <= projectFilter.right.size() || usedFields.size() < calcInputRowType.getFieldCount()) {
        // Smaller Calc programs are indisputably better, as well as IOs with less projected fields.
        // We can consider something with the same number of filters.
        call.transformTo(result);
    }
}

Example 13 with RelRecordType

use of org.apache.calcite.rel.type.RelRecordType in project beam by apache.

the class ExpressionConverter method convertTableValuedFunction.

/**
 * Convert a TableValuedFunction in ZetaSQL to a RexCall in Calcite.
 */
public RexCall convertTableValuedFunction(RelNode input, TableValuedFunction tvf, List<ResolvedNodes.ResolvedFunctionArgument> argumentList, List<ResolvedColumn> inputTableColumns) {
    ResolvedColumn wmCol;
    // Handle builtin windowing TVF.
    switch(tvf.getName()) {
        case TVFStreamingUtils.FIXED_WINDOW_TVF:
            // TUMBLE tvf's second argument is descriptor.
            wmCol = extractWatermarkColumnFromDescriptor(argumentList.get(1).getDescriptorArg());
            return (RexCall) rexBuilder().makeCall(new SqlWindowTableFunction(SqlKind.TUMBLE.name()), convertRelNodeToRexRangeRef(input), convertResolvedColumnToRexInputRef(wmCol, inputTableColumns), convertIntervalToRexIntervalLiteral((ResolvedLiteral) argumentList.get(2).getExpr()));
        case TVFStreamingUtils.SLIDING_WINDOW_TVF:
            // HOP tvf's second argument is descriptor.
            wmCol = extractWatermarkColumnFromDescriptor(argumentList.get(1).getDescriptorArg());
            return (RexCall) rexBuilder().makeCall(new SqlWindowTableFunction(SqlKind.HOP.name()), convertRelNodeToRexRangeRef(input), convertResolvedColumnToRexInputRef(wmCol, inputTableColumns), convertIntervalToRexIntervalLiteral((ResolvedLiteral) argumentList.get(2).getExpr()), convertIntervalToRexIntervalLiteral((ResolvedLiteral) argumentList.get(3).getExpr()));
        case TVFStreamingUtils.SESSION_WINDOW_TVF:
            // SESSION tvf's second argument is descriptor.
            wmCol = extractWatermarkColumnFromDescriptor(argumentList.get(1).getDescriptorArg());
            // SESSION tvf's third argument is descriptor.
            List<ResolvedColumn> keyCol = extractSessionKeyColumnFromDescriptor(argumentList.get(2).getDescriptorArg());
            List<RexNode> operands = new ArrayList<>();
            operands.add(convertRelNodeToRexRangeRef(input));
            operands.add(convertResolvedColumnToRexInputRef(wmCol, inputTableColumns));
            operands.add(convertIntervalToRexIntervalLiteral((ResolvedLiteral) argumentList.get(3).getExpr()));
            operands.addAll(convertResolvedColumnsToRexInputRef(keyCol, inputTableColumns));
            return (RexCall) rexBuilder().makeCall(new SqlWindowTableFunction(SqlKind.SESSION.name()), operands);
    }
    if (tvf instanceof FixedOutputSchemaTVF) {
        FixedOutputSchemaTVF fixedOutputSchemaTVF = (FixedOutputSchemaTVF) tvf;
        return (RexCall) rexBuilder().makeCall(new ZetaSqlUserDefinedSQLNativeTableValuedFunction(new SqlIdentifier(tvf.getName(), SqlParserPos.ZERO), opBinding -> {
            List<RelDataTypeField> relDataTypeFields = convertTVFRelationColumnsToRelDataTypeFields(fixedOutputSchemaTVF.getOutputSchema().getColumns());
            return new RelRecordType(relDataTypeFields);
        }, null, null, null, null));
    }
    throw new UnsupportedOperationException("Does not support table-valued function: " + tvf.getName());
}

Example 14 with RelRecordType

use of org.apache.calcite.rel.type.RelRecordType in project hazelcast by hazelcast.

the class HazelcastTable method computeRowType.

private RelDataType computeRowType(List<RexNode> projects) {
    List<RelDataTypeField> typeFields = new ArrayList<>(projects.size());
    for (int i = 0; i < projects.size(); i++) {
        RexNode project = projects.get(i);
        RelDataTypeField fieldType;
        if (project instanceof RexInputRef) {
            TableField field = target.getField(((RexInputRef) project).getIndex());
            fieldType = new RelDataTypeFieldImpl(field.getName(), i, project.getType());
            if (field.isHidden()) {
                hiddenFieldNames.add(field.getName());
            }
        } else {
            fieldType = new RelDataTypeFieldImpl("EXPR$" + i, i, project.getType());
        }
        typeFields.add(fieldType);
    }
    return new RelRecordType(StructKind.PEEK_FIELDS, typeFields, false);
}

Example 15 with RelRecordType

use of org.apache.calcite.rel.type.RelRecordType in project samza by apache.

the class SamzaSqlValidator method validateOutput.

private void validateOutput(RelRoot relRoot, RelSchemaProvider outputRelSchemaProvider) throws SamzaSqlValidatorException {
    LogicalProject project = (LogicalProject) relRoot.rel;
    RelRecordType projectRecord = (RelRecordType) project.getRowType();
    RelRecordType outputRecord = (RelRecordType) QueryPlanner.getSourceRelSchema(outputRelSchemaProvider, new RelSchemaConverter());
    // Handle any DELETE ops.
    if (projectRecord.getFieldList().stream().anyMatch(f -> f.getName().equalsIgnoreCase(SamzaSqlRelMessage.OP_NAME))) {
        validateDeleteOp(relRoot);
        return;
    }
    // Get Samza Sql schema along with Calcite schema. The reason is that the Calcite schema does not have a way
    // to represent optional fields while Samza Sql schema can represent optional fields. This is the reason that
    // we use SqlSchema in validating output.
    SqlSchema outputSqlSchema = QueryPlanner.getSourceSqlSchema(outputRelSchemaProvider);
    validateOutputRecords(outputSqlSchema, outputRecord, projectRecord, outputRelSchemaProvider);
    LOG.info("Samza Sql Validation finished successfully.");
}