Examples with KeyValueColumnExpression org.apache.phoenix.expression.KeyValueColumnExpression used on opensource projects

Example 1 with KeyValueColumnExpression

use of org.apache.phoenix.expression.KeyValueColumnExpression in project phoenix by apache.

the class ProjectionCompiler method compile.

/**
     * Builds the projection for the scan
     * @param context query context kept between compilation of different query clauses
     * @param statement TODO
     * @param groupBy compiled GROUP BY clause
     * @param targetColumns list of columns, parallel to aliasedNodes, that are being set for an
     * UPSERT SELECT statement. Used to coerce expression types to the expected target type.
     * @return projector used to access row values during scan
     * @throws SQLException 
     */
public static RowProjector compile(StatementContext context, SelectStatement statement, GroupBy groupBy, List<? extends PDatum> targetColumns, Expression where) throws SQLException {
    List<KeyValueColumnExpression> arrayKVRefs = new ArrayList<KeyValueColumnExpression>();
    List<ProjectedColumnExpression> arrayProjectedColumnRefs = new ArrayList<ProjectedColumnExpression>();
    List<Expression> arrayKVFuncs = new ArrayList<Expression>();
    List<Expression> arrayOldFuncs = new ArrayList<Expression>();
    Map<Expression, Integer> arrayExpressionCounts = new HashMap<>();
    List<AliasedNode> aliasedNodes = statement.getSelect();
    // Setup projected columns in Scan
    SelectClauseVisitor selectVisitor = new SelectClauseVisitor(context, groupBy, arrayKVRefs, arrayKVFuncs, arrayExpressionCounts, arrayProjectedColumnRefs, arrayOldFuncs, statement);
    List<ExpressionProjector> projectedColumns = new ArrayList<ExpressionProjector>();
    ColumnResolver resolver = context.getResolver();
    TableRef tableRef = context.getCurrentTable();
    PTable table = tableRef.getTable();
    boolean resolveColumn = !tableRef.equals(resolver.getTables().get(0));
    boolean isWildcard = false;
    Scan scan = context.getScan();
    int index = 0;
    List<Expression> projectedExpressions = Lists.newArrayListWithExpectedSize(aliasedNodes.size());
    List<byte[]> projectedFamilies = Lists.newArrayListWithExpectedSize(aliasedNodes.size());
    for (AliasedNode aliasedNode : aliasedNodes) {
        ParseNode node = aliasedNode.getNode();
        // TODO: visitor?
        if (node instanceof WildcardParseNode) {
            if (statement.isAggregate()) {
                ExpressionCompiler.throwNonAggExpressionInAggException(node.toString());
            }
            if (tableRef == TableRef.EMPTY_TABLE_REF) {
                throw new SQLExceptionInfo.Builder(SQLExceptionCode.NO_TABLE_SPECIFIED_FOR_WILDCARD_SELECT).build().buildException();
            }
            isWildcard = true;
            if (tableRef.getTable().getType() == PTableType.INDEX && ((WildcardParseNode) node).isRewrite()) {
                projectAllIndexColumns(context, tableRef, resolveColumn, projectedExpressions, projectedColumns, targetColumns);
            } else {
                projectAllTableColumns(context, tableRef, resolveColumn, projectedExpressions, projectedColumns, targetColumns);
            }
        } else if (node instanceof TableWildcardParseNode) {
            TableName tName = ((TableWildcardParseNode) node).getTableName();
            TableRef tRef = resolver.resolveTable(tName.getSchemaName(), tName.getTableName());
            if (tRef.equals(tableRef)) {
                isWildcard = true;
            }
            if (tRef.getTable().getType() == PTableType.INDEX && ((TableWildcardParseNode) node).isRewrite()) {
                projectAllIndexColumns(context, tRef, true, projectedExpressions, projectedColumns, targetColumns);
            } else {
                projectAllTableColumns(context, tRef, true, projectedExpressions, projectedColumns, targetColumns);
            }
        } else if (node instanceof FamilyWildcardParseNode) {
            if (tableRef == TableRef.EMPTY_TABLE_REF) {
                throw new SQLExceptionInfo.Builder(SQLExceptionCode.NO_TABLE_SPECIFIED_FOR_WILDCARD_SELECT).build().buildException();
            }
            // Project everything for SELECT cf.*
            String cfName = ((FamilyWildcardParseNode) node).getName();
            // Delay projecting to scan, as when any other column in the column family gets
            // added to the scan, it overwrites that we want to project the entire column
            // family. Instead, we do the projection at the end.
            // TODO: consider having a ScanUtil.addColumn and ScanUtil.addFamily to work
            // around this, as this code depends on this function being the last place where
            // columns are projected (which is currently true, but could change).
            projectedFamilies.add(Bytes.toBytes(cfName));
            if (tableRef.getTable().getType() == PTableType.INDEX && ((FamilyWildcardParseNode) node).isRewrite()) {
                projectIndexColumnFamily(context, cfName, tableRef, resolveColumn, projectedExpressions, projectedColumns);
            } else {
                projectTableColumnFamily(context, cfName, tableRef, resolveColumn, projectedExpressions, projectedColumns);
            }
        } else {
            Expression expression = node.accept(selectVisitor);
            projectedExpressions.add(expression);
            expression = coerceIfNecessary(index, targetColumns, expression);
            if (node instanceof BindParseNode) {
                context.getBindManager().addParamMetaData((BindParseNode) node, expression);
            }
            if (!node.isStateless()) {
                if (!selectVisitor.isAggregate() && statement.isAggregate()) {
                    ExpressionCompiler.throwNonAggExpressionInAggException(expression.toString());
                }
            }
            String columnAlias = aliasedNode.getAlias() != null ? aliasedNode.getAlias() : SchemaUtil.normalizeIdentifier(aliasedNode.getNode().getAlias());
            boolean isCaseSensitive = aliasedNode.getAlias() != null ? aliasedNode.isCaseSensitve() : (columnAlias != null ? SchemaUtil.isCaseSensitive(aliasedNode.getNode().getAlias()) : selectVisitor.isCaseSensitive);
            String name = columnAlias == null ? expression.toString() : columnAlias;
            projectedColumns.add(new ExpressionProjector(name, tableRef.getTableAlias() == null ? (table.getName() == null ? "" : table.getName().getString()) : tableRef.getTableAlias(), expression, isCaseSensitive));
        }
        selectVisitor.reset();
        index++;
    }
    for (int i = arrayProjectedColumnRefs.size() - 1; i >= 0; i--) {
        Expression expression = arrayProjectedColumnRefs.get(i);
        Integer count = arrayExpressionCounts.get(expression);
        if (count != 0) {
            arrayKVRefs.remove(i);
            arrayKVFuncs.remove(i);
            arrayOldFuncs.remove(i);
        }
    }
    if (arrayKVFuncs.size() > 0 && arrayKVRefs.size() > 0) {
        serailizeArrayIndexInformationAndSetInScan(context, arrayKVFuncs, arrayKVRefs);
        KeyValueSchemaBuilder builder = new KeyValueSchemaBuilder(0);
        for (Expression expression : arrayKVRefs) {
            builder.addField(expression);
        }
        KeyValueSchema kvSchema = builder.build();
        ValueBitSet arrayIndexesBitSet = ValueBitSet.newInstance(kvSchema);
        builder = new KeyValueSchemaBuilder(0);
        for (Expression expression : arrayKVFuncs) {
            builder.addField(expression);
        }
        KeyValueSchema arrayIndexesSchema = builder.build();
        Map<Expression, Expression> replacementMap = new HashMap<>();
        for (int i = 0; i < arrayOldFuncs.size(); i++) {
            Expression function = arrayKVFuncs.get(i);
            replacementMap.put(arrayOldFuncs.get(i), new ArrayIndexExpression(i, function.getDataType(), arrayIndexesBitSet, arrayIndexesSchema));
        }
        ReplaceArrayFunctionExpressionVisitor visitor = new ReplaceArrayFunctionExpressionVisitor(replacementMap);
        for (int i = 0; i < projectedColumns.size(); i++) {
            ExpressionProjector projector = projectedColumns.get(i);
            projectedColumns.set(i, new ExpressionProjector(projector.getName(), tableRef.getTableAlias() == null ? (table.getName() == null ? "" : table.getName().getString()) : tableRef.getTableAlias(), projector.getExpression().accept(visitor), projector.isCaseSensitive()));
        }
    }
    // TODO make estimatedByteSize more accurate by counting the joined columns.
    int estimatedKeySize = table.getRowKeySchema().getEstimatedValueLength();
    int estimatedByteSize = 0;
    for (Map.Entry<byte[], NavigableSet<byte[]>> entry : scan.getFamilyMap().entrySet()) {
        PColumnFamily family = table.getColumnFamily(entry.getKey());
        if (entry.getValue() == null) {
            for (PColumn column : family.getColumns()) {
                Integer maxLength = column.getMaxLength();
                int byteSize = column.getDataType().isFixedWidth() ? maxLength == null ? column.getDataType().getByteSize() : maxLength : RowKeySchema.ESTIMATED_VARIABLE_LENGTH_SIZE;
                estimatedByteSize += SizedUtil.KEY_VALUE_SIZE + estimatedKeySize + byteSize;
            }
        } else {
            for (byte[] cq : entry.getValue()) {
                //if (!Bytes.equals(cq, ByteUtil.EMPTY_BYTE_ARRAY) || cq.length > 0) {
                PColumn column = family.getPColumnForColumnQualifier(cq);
                Integer maxLength = column.getMaxLength();
                int byteSize = column.getDataType().isFixedWidth() ? maxLength == null ? column.getDataType().getByteSize() : maxLength : RowKeySchema.ESTIMATED_VARIABLE_LENGTH_SIZE;
                estimatedByteSize += SizedUtil.KEY_VALUE_SIZE + estimatedKeySize + byteSize;
            }
        //}
        }
    }
    boolean isProjectEmptyKeyValue = false;
    if (isWildcard) {
        projectAllColumnFamilies(table, scan);
    } else {
        isProjectEmptyKeyValue = where == null || LiteralExpression.isTrue(where) || where.requiresFinalEvaluation();
        for (byte[] family : projectedFamilies) {
            projectColumnFamily(table, scan, family);
        }
    }
    return new RowProjector(projectedColumns, estimatedByteSize, isProjectEmptyKeyValue, resolver.hasUDFs(), isWildcard);
}

Example 2 with KeyValueColumnExpression

use of org.apache.phoenix.expression.KeyValueColumnExpression in project phoenix by apache.

the class IndexMaintainer method readFields.

// Only called by code older than our 4.10 release
@Deprecated
@Override
public void readFields(DataInput input) throws IOException {
    int encodedIndexSaltBucketsAndMultiTenant = WritableUtils.readVInt(input);
    isMultiTenant = encodedIndexSaltBucketsAndMultiTenant < 0;
    nIndexSaltBuckets = Math.abs(encodedIndexSaltBucketsAndMultiTenant) - 1;
    int encodedIndexedColumnsAndViewId = WritableUtils.readVInt(input);
    boolean hasViewIndexId = encodedIndexedColumnsAndViewId < 0;
    if (hasViewIndexId) {
        // Fixed length
        viewIndexId = new byte[MetaDataUtil.getViewIndexIdDataType().getByteSize()];
        input.readFully(viewIndexId);
    }
    int nIndexedColumns = Math.abs(encodedIndexedColumnsAndViewId) - 1;
    indexedColumns = Sets.newLinkedHashSetWithExpectedSize(nIndexedColumns);
    for (int i = 0; i < nIndexedColumns; i++) {
        byte[] cf = Bytes.readByteArray(input);
        byte[] cq = Bytes.readByteArray(input);
        indexedColumns.add(new ColumnReference(cf, cq));
    }
    indexedColumnTypes = Lists.newArrayListWithExpectedSize(nIndexedColumns);
    for (int i = 0; i < nIndexedColumns; i++) {
        PDataType type = PDataType.values()[WritableUtils.readVInt(input)];
        indexedColumnTypes.add(type);
    }
    int encodedCoveredolumnsAndLocalIndex = WritableUtils.readVInt(input);
    isLocalIndex = encodedCoveredolumnsAndLocalIndex < 0;
    int nCoveredColumns = Math.abs(encodedCoveredolumnsAndLocalIndex) - 1;
    coveredColumnsMap = Maps.newHashMapWithExpectedSize(nCoveredColumns);
    for (int i = 0; i < nCoveredColumns; i++) {
        byte[] dataTableCf = Bytes.readByteArray(input);
        byte[] dataTableCq = Bytes.readByteArray(input);
        ColumnReference dataTableRef = new ColumnReference(dataTableCf, dataTableCq);
        byte[] indexTableCf = isLocalIndex ? IndexUtil.getLocalIndexColumnFamily(dataTableCf) : dataTableCf;
        byte[] indexTableCq = IndexUtil.getIndexColumnName(dataTableCf, dataTableCq);
        ColumnReference indexTableRef = new ColumnReference(indexTableCf, indexTableCq);
        coveredColumnsMap.put(dataTableRef, indexTableRef);
    }
    // Hack to serialize whether the index row key is optimizable
    int len = WritableUtils.readVInt(input);
    if (len < 0) {
        rowKeyOrderOptimizable = false;
        len *= -1;
    } else {
        rowKeyOrderOptimizable = true;
    }
    indexTableName = new byte[len];
    input.readFully(indexTableName, 0, len);
    dataEmptyKeyValueCF = Bytes.readByteArray(input);
    len = WritableUtils.readVInt(input);
    //TODO remove this in the next major release
    boolean isNewClient = false;
    if (len < 0) {
        isNewClient = true;
        len = Math.abs(len);
    }
    byte[] emptyKeyValueCF = new byte[len];
    input.readFully(emptyKeyValueCF, 0, len);
    emptyKeyValueCFPtr = new ImmutableBytesPtr(emptyKeyValueCF);
    if (isNewClient) {
        int numIndexedExpressions = WritableUtils.readVInt(input);
        indexedExpressions = Lists.newArrayListWithExpectedSize(numIndexedExpressions);
        for (int i = 0; i < numIndexedExpressions; i++) {
            Expression expression = ExpressionType.values()[WritableUtils.readVInt(input)].newInstance();
            expression.readFields(input);
            indexedExpressions.add(expression);
        }
    } else {
        indexedExpressions = Lists.newArrayListWithExpectedSize(indexedColumns.size());
        Iterator<ColumnReference> colReferenceIter = indexedColumns.iterator();
        Iterator<PDataType> dataTypeIter = indexedColumnTypes.iterator();
        while (colReferenceIter.hasNext()) {
            ColumnReference colRef = colReferenceIter.next();
            final PDataType dataType = dataTypeIter.next();
            indexedExpressions.add(new KeyValueColumnExpression(new PDatum() {

                @Override
                public boolean isNullable() {
                    return true;
                }

                @Override
                public SortOrder getSortOrder() {
                    return SortOrder.getDefault();
                }

                @Override
                public Integer getScale() {
                    return null;
                }

                @Override
                public Integer getMaxLength() {
                    return null;
                }

                @Override
                public PDataType getDataType() {
                    return dataType;
                }
            }, colRef.getFamily(), colRef.getQualifier()));
        }
    }
    rowKeyMetaData = newRowKeyMetaData();
    rowKeyMetaData.readFields(input);
    int nDataCFs = WritableUtils.readVInt(input);
    // Encode indexWALDisabled in nDataCFs
    indexWALDisabled = nDataCFs < 0;
    this.nDataCFs = Math.abs(nDataCFs) - 1;
    int encodedEstimatedIndexRowKeyBytesAndImmutableRows = WritableUtils.readVInt(input);
    this.immutableRows = encodedEstimatedIndexRowKeyBytesAndImmutableRows < 0;
    this.estimatedIndexRowKeyBytes = Math.abs(encodedEstimatedIndexRowKeyBytesAndImmutableRows);
    // Needed for backward compatibility. Clients older than 4.10 will have non-encoded tables.
    this.immutableStorageScheme = ImmutableStorageScheme.ONE_CELL_PER_COLUMN;
    this.encodingScheme = QualifierEncodingScheme.NON_ENCODED_QUALIFIERS;
    initCachedState();
}

Example 3 with KeyValueColumnExpression

use of org.apache.phoenix.expression.KeyValueColumnExpression in project phoenix by apache.

the class PhoenixIndexBuilder method executeAtomicOp.

@Override
public List<Mutation> executeAtomicOp(Increment inc) throws IOException {
    byte[] opBytes = inc.getAttribute(ATOMIC_OP_ATTRIB);
    if (opBytes == null) {
        // Unexpected
        return null;
    }
    inc.setAttribute(ATOMIC_OP_ATTRIB, null);
    Put put = null;
    Delete delete = null;
    // We cannot neither use the time stamp in the Increment to set the Get time range
    // nor set the Put/Delete time stamp and have this be atomic as HBase does not
    // handle that. Though we disallow using ON DUPLICATE KEY clause when the
    // CURRENT_SCN is set, we still may have a time stamp set as of when the table
    // was resolved on the client side. We need to ignore this as well due to limitations
    // in HBase, but this isn't too bad as the time will be very close the the current
    // time anyway.
    long ts = HConstants.LATEST_TIMESTAMP;
    byte[] rowKey = inc.getRow();
    final Get get = new Get(rowKey);
    if (isDupKeyIgnore(opBytes)) {
        get.setFilter(new FirstKeyOnlyFilter());
        Result result = this.env.getRegion().get(get);
        return result.isEmpty() ? convertIncrementToPutInSingletonList(inc) : Collections.<Mutation>emptyList();
    }
    ByteArrayInputStream stream = new ByteArrayInputStream(opBytes);
    DataInputStream input = new DataInputStream(stream);
    boolean skipFirstOp = input.readBoolean();
    short repeat = input.readShort();
    final int[] estimatedSizeHolder = { 0 };
    List<Pair<PTable, List<Expression>>> operations = Lists.newArrayListWithExpectedSize(3);
    while (true) {
        ExpressionVisitor<Void> visitor = new StatelessTraverseAllExpressionVisitor<Void>() {

            @Override
            public Void visit(KeyValueColumnExpression expression) {
                get.addColumn(expression.getColumnFamily(), expression.getColumnQualifier());
                estimatedSizeHolder[0]++;
                return null;
            }
        };
        try {
            int nExpressions = WritableUtils.readVInt(input);
            List<Expression> expressions = Lists.newArrayListWithExpectedSize(nExpressions);
            for (int i = 0; i < nExpressions; i++) {
                Expression expression = ExpressionType.values()[WritableUtils.readVInt(input)].newInstance();
                expression.readFields(input);
                expressions.add(expression);
                expression.accept(visitor);
            }
            PTableProtos.PTable tableProto = PTableProtos.PTable.parseDelimitedFrom(input);
            PTable table = PTableImpl.createFromProto(tableProto);
            operations.add(new Pair<>(table, expressions));
        } catch (EOFException e) {
            break;
        }
    }
    int estimatedSize = estimatedSizeHolder[0];
    if (get.getFamilyMap().isEmpty()) {
        get.setFilter(new FirstKeyOnlyFilter());
    }
    MultiKeyValueTuple tuple;
    List<Cell> flattenedCells = null;
    List<Cell> cells = ((HRegion) this.env.getRegion()).get(get, false);
    if (cells.isEmpty()) {
        if (skipFirstOp) {
            if (operations.size() <= 1 && repeat <= 1) {
                return convertIncrementToPutInSingletonList(inc);
            }
            // Skip first operation (if first wasn't ON DUPLICATE KEY IGNORE)
            repeat--;
        }
        // Base current state off of new row
        flattenedCells = flattenCells(inc, estimatedSize);
        tuple = new MultiKeyValueTuple(flattenedCells);
    } else {
        // Base current state off of existing row
        tuple = new MultiKeyValueTuple(cells);
    }
    ImmutableBytesWritable ptr = new ImmutableBytesWritable();
    for (int opIndex = 0; opIndex < operations.size(); opIndex++) {
        Pair<PTable, List<Expression>> operation = operations.get(opIndex);
        PTable table = operation.getFirst();
        List<Expression> expressions = operation.getSecond();
        for (int j = 0; j < repeat; j++) {
            // repeater loop
            ptr.set(rowKey);
            // executed, not when the outer loop is exited. Hence we do it here, at the top of the loop.
            if (flattenedCells != null) {
                Collections.sort(flattenedCells, KeyValue.COMPARATOR);
            }
            PRow row = table.newRow(GenericKeyValueBuilder.INSTANCE, ts, ptr, false);
            for (int i = 0; i < expressions.size(); i++) {
                Expression expression = expressions.get(i);
                ptr.set(ByteUtil.EMPTY_BYTE_ARRAY);
                expression.evaluate(tuple, ptr);
                PColumn column = table.getColumns().get(i + 1);
                Object value = expression.getDataType().toObject(ptr, column.getSortOrder());
                // same type.
                if (!column.getDataType().isSizeCompatible(ptr, value, column.getDataType(), expression.getSortOrder(), expression.getMaxLength(), expression.getScale(), column.getMaxLength(), column.getScale())) {
                    throw new DataExceedsCapacityException(column.getDataType(), column.getMaxLength(), column.getScale());
                }
                column.getDataType().coerceBytes(ptr, value, expression.getDataType(), expression.getMaxLength(), expression.getScale(), expression.getSortOrder(), column.getMaxLength(), column.getScale(), column.getSortOrder(), table.rowKeyOrderOptimizable());
                byte[] bytes = ByteUtil.copyKeyBytesIfNecessary(ptr);
                row.setValue(column, bytes);
            }
            flattenedCells = Lists.newArrayListWithExpectedSize(estimatedSize);
            List<Mutation> mutations = row.toRowMutations();
            for (Mutation source : mutations) {
                flattenCells(source, flattenedCells);
            }
            tuple.setKeyValues(flattenedCells);
        }
        // Repeat only applies to first statement
        repeat = 1;
    }
    List<Mutation> mutations = Lists.newArrayListWithExpectedSize(2);
    for (int i = 0; i < tuple.size(); i++) {
        Cell cell = tuple.getValue(i);
        if (Type.codeToType(cell.getTypeByte()) == Type.Put) {
            if (put == null) {
                put = new Put(rowKey);
                transferAttributes(inc, put);
                mutations.add(put);
            }
            put.add(cell);
        } else {
            if (delete == null) {
                delete = new Delete(rowKey);
                transferAttributes(inc, delete);
                mutations.add(delete);
            }
            delete.addDeleteMarker(cell);
        }
    }
    return mutations;
}

Example 4 with KeyValueColumnExpression

use of org.apache.phoenix.expression.KeyValueColumnExpression in project phoenix by apache.

the class ColumnRef method newColumnExpression.

public Expression newColumnExpression(boolean schemaNameCaseSensitive, boolean colNameCaseSensitive) throws SQLException {
    PTable table = tableRef.getTable();
    PColumn column = this.getColumn();
    String displayName = tableRef.getColumnDisplayName(this, schemaNameCaseSensitive, colNameCaseSensitive);
    if (SchemaUtil.isPKColumn(column)) {
        return new RowKeyColumnExpression(column, new RowKeyValueAccessor(table.getPKColumns(), pkSlotPosition), displayName);
    }
    if (table.getType() == PTableType.PROJECTED || table.getType() == PTableType.SUBQUERY) {
        return new ProjectedColumnExpression(column, table, displayName);
    }
    Expression expression = table.getImmutableStorageScheme() == ImmutableStorageScheme.SINGLE_CELL_ARRAY_WITH_OFFSETS ? new SingleCellColumnExpression(column, displayName, table.getEncodingScheme()) : new KeyValueColumnExpression(column, displayName);
    if (column.getExpressionStr() != null) {
        String url = PhoenixRuntime.JDBC_PROTOCOL + PhoenixRuntime.JDBC_PROTOCOL_SEPARATOR + PhoenixRuntime.CONNECTIONLESS;
        PhoenixConnection conn = DriverManager.getConnection(url).unwrap(PhoenixConnection.class);
        StatementContext context = new StatementContext(new PhoenixStatement(conn));
        ExpressionCompiler compiler = new ExpressionCompiler(context);
        ParseNode defaultParseNode = new SQLParser(column.getExpressionStr()).parseExpression();
        Expression defaultExpression = defaultParseNode.accept(compiler);
        if (!ExpressionUtil.isNull(defaultExpression, new ImmutableBytesWritable())) {
            return new DefaultValueExpression(Arrays.asList(expression, defaultExpression));
        }
    }
    return expression;
}

Example 5 with KeyValueColumnExpression

use of org.apache.phoenix.expression.KeyValueColumnExpression in project phoenix by apache.

the class IndexUtil method getTupleProjector.

public static TupleProjector getTupleProjector(Scan scan, ColumnReference[] dataColumns) {
    if (dataColumns != null && dataColumns.length != 0) {
        KeyValueSchema keyValueSchema = deserializeLocalIndexJoinSchemaFromScan(scan);
        boolean storeColsInSingleCell = scan.getAttribute(BaseScannerRegionObserver.COLUMNS_STORED_IN_SINGLE_CELL) != null;
        QualifierEncodingScheme encodingScheme = EncodedColumnsUtil.getQualifierEncodingScheme(scan);
        Expression[] colExpressions = storeColsInSingleCell ? new SingleCellColumnExpression[dataColumns.length] : new KeyValueColumnExpression[dataColumns.length];
        for (int i = 0; i < dataColumns.length; i++) {
            byte[] family = dataColumns[i].getFamily();
            byte[] qualifier = dataColumns[i].getQualifier();
            Field field = keyValueSchema.getField(i);
            Expression dataColumnExpr = storeColsInSingleCell ? new SingleCellColumnExpression(field, family, qualifier, encodingScheme) : new KeyValueColumnExpression(field, family, qualifier);
            colExpressions[i] = dataColumnExpr;
        }
        return new TupleProjector(keyValueSchema, colExpressions);
    }
    return null;
}