Examples with ARecordType org.apache.asterix.om.types.ARecordType used on opensource projects

Example 46 with ARecordType

use of org.apache.asterix.om.types.ARecordType in project asterixdb by apache.

the class RTreeAccessMethod method createSecondaryToPrimaryPlan.

private ILogicalOperator createSecondaryToPrimaryPlan(OptimizableOperatorSubTree indexSubTree, OptimizableOperatorSubTree probeSubTree, Index chosenIndex, AccessMethodAnalysisContext analysisCtx, boolean retainInput, boolean retainNull, boolean requiresBroadcast, IOptimizationContext context) throws AlgebricksException {
    IOptimizableFuncExpr optFuncExpr = AccessMethodUtils.chooseFirstOptFuncExpr(chosenIndex, analysisCtx);
    Dataset dataset = indexSubTree.getDataset();
    ARecordType recordType = indexSubTree.getRecordType();
    ARecordType metaRecordType = indexSubTree.getMetaRecordType();
    int optFieldIdx = AccessMethodUtils.chooseFirstOptFuncVar(chosenIndex, analysisCtx);
    Pair<IAType, Boolean> keyPairType = Index.getNonNullableOpenFieldType(optFuncExpr.getFieldType(optFieldIdx), optFuncExpr.getFieldName(optFieldIdx), recordType);
    if (keyPairType == null) {
        return null;
    }
    // Get the number of dimensions corresponding to the field indexed by chosenIndex.
    IAType spatialType = keyPairType.first;
    int numDimensions = NonTaggedFormatUtil.getNumDimensions(spatialType.getTypeTag());
    int numSecondaryKeys = numDimensions * 2;
    // we made sure indexSubTree has datasource scan
    AbstractDataSourceOperator dataSourceOp = (AbstractDataSourceOperator) indexSubTree.getDataSourceRef().getValue();
    RTreeJobGenParams jobGenParams = new RTreeJobGenParams(chosenIndex.getIndexName(), IndexType.RTREE, dataset.getDataverseName(), dataset.getDatasetName(), retainInput, requiresBroadcast);
    // A spatial object is serialized in the constant of the func expr we are optimizing.
    // The R-Tree expects as input an MBR represented with 1 field per dimension.
    // Here we generate vars and funcs for extracting MBR fields from the constant into fields of a tuple (as the
    // R-Tree expects them).
    // List of variables for the assign.
    ArrayList<LogicalVariable> keyVarList = new ArrayList<>();
    // List of expressions for the assign.
    ArrayList<Mutable<ILogicalExpression>> keyExprList = new ArrayList<>();
    Pair<ILogicalExpression, Boolean> returnedSearchKeyExpr = AccessMethodUtils.createSearchKeyExpr(optFuncExpr, indexSubTree, probeSubTree);
    ILogicalExpression searchKeyExpr = returnedSearchKeyExpr.first;
    for (int i = 0; i < numSecondaryKeys; i++) {
        // The create MBR function "extracts" one field of an MBR around the given spatial object.
        AbstractFunctionCallExpression createMBR = new ScalarFunctionCallExpression(FunctionUtil.getFunctionInfo(BuiltinFunctions.CREATE_MBR));
        // Spatial object is the constant from the func expr we are optimizing.
        createMBR.getArguments().add(new MutableObject<>(searchKeyExpr));
        // The number of dimensions.
        createMBR.getArguments().add(new MutableObject<ILogicalExpression>(new ConstantExpression(new AsterixConstantValue(new AInt32(numDimensions)))));
        // Which part of the MBR to extract.
        createMBR.getArguments().add(new MutableObject<ILogicalExpression>(new ConstantExpression(new AsterixConstantValue(new AInt32(i)))));
        // Add a variable and its expr to the lists which will be passed into an assign op.
        LogicalVariable keyVar = context.newVar();
        keyVarList.add(keyVar);
        keyExprList.add(new MutableObject<ILogicalExpression>(createMBR));
    }
    jobGenParams.setKeyVarList(keyVarList);
    // Assign operator that "extracts" the MBR fields from the func-expr constant into a tuple.
    AssignOperator assignSearchKeys = new AssignOperator(keyVarList, keyExprList);
    if (probeSubTree == null) {
        // We are optimizing a selection query.
        // Input to this assign is the EmptyTupleSource (which the dataSourceScan also must have had as input).
        assignSearchKeys.getInputs().add(new MutableObject<>(OperatorManipulationUtil.deepCopy(dataSourceOp.getInputs().get(0).getValue())));
        assignSearchKeys.setExecutionMode(dataSourceOp.getExecutionMode());
    } else {
        // We are optimizing a join, place the assign op top of the probe subtree.
        assignSearchKeys.getInputs().add(probeSubTree.getRootRef());
    }
    ILogicalOperator secondaryIndexUnnestOp = AccessMethodUtils.createSecondaryIndexUnnestMap(dataset, recordType, metaRecordType, chosenIndex, assignSearchKeys, jobGenParams, context, false, retainInput, retainNull);
    // Generate the rest of the upstream plan which feeds the search results into the primary index.
    return dataset.getDatasetType() == DatasetType.EXTERNAL ? AccessMethodUtils.createExternalDataLookupUnnestMap(dataSourceOp, dataset, recordType, secondaryIndexUnnestOp, context, retainInput, retainNull) : AccessMethodUtils.createPrimaryIndexUnnestMap(dataSourceOp, dataset, recordType, metaRecordType, secondaryIndexUnnestOp, context, true, retainInput, false, false);
}

Example 47 with ARecordType

use of org.apache.asterix.om.types.ARecordType in project asterixdb by apache.

the class IntroduceLSMComponentFilterRule method getFieldNameFromSubAssignTree.

private Pair<ARecordType, List<String>> getFieldNameFromSubAssignTree(IOptimizableFuncExpr optFuncExpr, AbstractLogicalOperator op, int varIndex, ARecordType recType) {
    AbstractLogicalExpression expr = null;
    if (op.getOperatorTag() == LogicalOperatorTag.ASSIGN) {
        AssignOperator assignOp = (AssignOperator) op;
        expr = (AbstractLogicalExpression) assignOp.getExpressions().get(varIndex).getValue();
    }
    if (expr == null || expr.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
        return null;
    }
    AbstractFunctionCallExpression funcExpr = (AbstractFunctionCallExpression) expr;
    FunctionIdentifier funcIdent = funcExpr.getFunctionIdentifier();
    if (funcIdent == BuiltinFunctions.FIELD_ACCESS_BY_NAME || funcIdent == BuiltinFunctions.FIELD_ACCESS_BY_INDEX) {
        //get the variable from here. Figure out which input it came from. Go to that input!!!
        ArrayList<LogicalVariable> usedVars = new ArrayList<>();
        expr.getUsedVariables(usedVars);
        LogicalVariable usedVar = usedVars.get(0);
        List<String> returnList = new ArrayList<>();
        //Find the input that it came from
        for (int varCheck = 0; varCheck < op.getInputs().size(); varCheck++) {
            AbstractLogicalOperator nestedOp = (AbstractLogicalOperator) op.getInputs().get(varCheck).getValue();
            if (nestedOp.getOperatorTag() != LogicalOperatorTag.ASSIGN) {
                if (varCheck == op.getInputs().size() - 1) {
                }
            } else {
                int nestedAssignVar = ((AssignOperator) nestedOp).getVariables().indexOf(usedVar);
                if (nestedAssignVar == -1) {
                    continue;
                }
                //get the nested info from the lower input
                Pair<ARecordType, List<String>> lowerInfo = getFieldNameFromSubAssignTree(optFuncExpr, (AbstractLogicalOperator) op.getInputs().get(varCheck).getValue(), nestedAssignVar, recType);
                if (lowerInfo != null) {
                    recType = lowerInfo.first;
                    returnList = lowerInfo.second;
                }
            }
        }
        if (funcIdent == BuiltinFunctions.FIELD_ACCESS_BY_NAME) {
            String fieldName = ConstantExpressionUtil.getStringArgument(funcExpr, 1);
            if (fieldName == null) {
                return null;
            }
            returnList.add(fieldName);
            return new Pair<>(recType, returnList);
        } else if (funcIdent == BuiltinFunctions.FIELD_ACCESS_BY_INDEX) {
            Integer fieldIndex = ConstantExpressionUtil.getIntArgument(funcExpr, 1);
            if (fieldIndex == null) {
                return null;
            }
            returnList.add(recType.getFieldNames()[fieldIndex]);
            IAType subType = recType.getFieldTypes()[fieldIndex];
            if (subType.getTypeTag() == ATypeTag.OBJECT) {
                recType = (ARecordType) subType;
            }
            return new Pair<>(recType, returnList);
        }
    }
    ILogicalExpression argExpr = funcExpr.getArguments().get(0).getValue();
    if (argExpr.getExpressionTag() != LogicalExpressionTag.VARIABLE) {
        return null;
    }
    return null;
}

Example 48 with ARecordType

use of org.apache.asterix.om.types.ARecordType in project asterixdb by apache.

the class IntroduceLSMComponentFilterRule method findMacthedExprFieldName.

private boolean findMacthedExprFieldName(IOptimizableFuncExpr optFuncExpr, AbstractLogicalOperator op, Dataset dataset, ARecordType recType, List<Index> datasetIndexes, IOptimizationContext context) throws AlgebricksException {
    AbstractLogicalOperator descendantOp = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
    while (descendantOp != null) {
        if (descendantOp.getOperatorTag() == LogicalOperatorTag.ASSIGN) {
            AssignOperator assignOp = (AssignOperator) descendantOp;
            List<LogicalVariable> varList = assignOp.getVariables();
            for (int varIndex = 0; varIndex < varList.size(); varIndex++) {
                LogicalVariable var = varList.get(varIndex);
                int funcVarIndex = optFuncExpr.findLogicalVar(var);
                if (funcVarIndex == -1) {
                    continue;
                }
                List<String> fieldName = getFieldNameFromSubAssignTree(optFuncExpr, descendantOp, varIndex, recType).second;
                if (fieldName == null) {
                    return false;
                }
                optFuncExpr.setFieldName(funcVarIndex, fieldName);
                return true;
            }
        } else if (descendantOp.getOperatorTag() == LogicalOperatorTag.DATASOURCESCAN) {
            DataSourceScanOperator scanOp = (DataSourceScanOperator) descendantOp;
            List<LogicalVariable> varList = scanOp.getVariables();
            for (int varIndex = 0; varIndex < varList.size(); varIndex++) {
                LogicalVariable var = varList.get(varIndex);
                int funcVarIndex = optFuncExpr.findLogicalVar(var);
                if (funcVarIndex == -1) {
                    continue;
                }
                // The variable value is one of the partitioning fields.
                List<String> fieldName = dataset.getPrimaryKeys().get(varIndex);
                if (fieldName == null) {
                    return false;
                }
                optFuncExpr.setFieldName(funcVarIndex, fieldName);
                return true;
            }
        } else if (descendantOp.getOperatorTag() == LogicalOperatorTag.UNNEST_MAP) {
            UnnestMapOperator unnestMapOp = (UnnestMapOperator) descendantOp;
            List<LogicalVariable> varList = unnestMapOp.getVariables();
            for (int varIndex = 0; varIndex < varList.size(); varIndex++) {
                LogicalVariable var = varList.get(varIndex);
                int funcVarIndex = optFuncExpr.findLogicalVar(var);
                if (funcVarIndex == -1) {
                    continue;
                }
                String indexName;
                Index index = null;
                ILogicalExpression unnestExpr = unnestMapOp.getExpressionRef().getValue();
                if (unnestExpr.getExpressionTag() == LogicalExpressionTag.FUNCTION_CALL) {
                    AbstractFunctionCallExpression f = (AbstractFunctionCallExpression) unnestExpr;
                    FunctionIdentifier fid = f.getFunctionIdentifier();
                    if (!fid.equals(BuiltinFunctions.INDEX_SEARCH)) {
                        throw new IllegalStateException();
                    }
                    AccessMethodJobGenParams jobGenParams = new AccessMethodJobGenParams();
                    jobGenParams.readFromFuncArgs(f.getArguments());
                    indexName = jobGenParams.indexName;
                    for (Index idx : datasetIndexes) {
                        if (idx.getIndexName().compareTo(indexName) == 0) {
                            index = idx;
                            break;
                        }
                    }
                }
                IAType metaItemType = ((MetadataProvider) context.getMetadataProvider()).findType(dataset.getMetaItemTypeDataverseName(), dataset.getMetaItemTypeName());
                ARecordType metaRecType = (ARecordType) metaItemType;
                int numSecondaryKeys = KeyFieldTypeUtil.getNumSecondaryKeys(index, recType, metaRecType);
                List<String> fieldName;
                if (varIndex >= numSecondaryKeys) {
                    fieldName = dataset.getPrimaryKeys().get(varIndex - numSecondaryKeys);
                } else {
                    fieldName = index.getKeyFieldNames().get(varIndex);
                }
                if (fieldName == null) {
                    return false;
                }
                optFuncExpr.setFieldName(funcVarIndex, fieldName);
                return true;
            }
        }
        if (descendantOp.getInputs().isEmpty()) {
            break;
        }
        descendantOp = (AbstractLogicalOperator) descendantOp.getInputs().get(0).getValue();
    }
    return false;
}

Example 49 with ARecordType

use of org.apache.asterix.om.types.ARecordType in project asterixdb by apache.

the class JObjectUtil method mergeRecordTypes.

private static ARecordType mergeRecordTypes(ARecordType recType1, ARecordType recType2) {
    String[] fieldNames = new String[recType1.getFieldNames().length + recType2.getFieldNames().length];
    IAType[] fieldTypes = new IAType[recType1.getFieldTypes().length + recType2.getFieldTypes().length];
    int i = 0;
    for (; i < recType1.getFieldNames().length; i++) {
        fieldNames[i] = recType1.getFieldNames()[i];
        fieldTypes[i] = recType1.getFieldTypes()[i];
    }
    for (int j = 0; j < recType2.getFieldNames().length; i++, j++) {
        fieldNames[i] = recType2.getFieldNames()[j];
        fieldTypes[i] = recType2.getFieldTypes()[j];
    }
    return new ARecordType(null, fieldNames, fieldTypes, true);
}

Example 50 with ARecordType

use of org.apache.asterix.om.types.ARecordType in project asterixdb by apache.

the class JObjectUtil method getJType.

public static IJObject getJType(ATypeTag typeTag, IAType type, ByteArrayAccessibleDataInputStream dis, IObjectPool<IJObject, IAType> objectPool) throws IOException {
    IJObject jObject;
    switch(typeTag) {
        case INTEGER:
            {
                int v = dis.readInt();
                jObject = objectPool.allocate(BuiltinType.AINT32);
                ((JInt) jObject).setValue(v);
                break;
            }
        case FLOAT:
            {
                float v = dis.readFloat();
                jObject = objectPool.allocate(BuiltinType.AFLOAT);
                ((JFloat) jObject).setValue(v);
                break;
            }
        case DOUBLE:
            {
                double value = dis.readDouble();
                jObject = objectPool.allocate(BuiltinType.ADOUBLE);
                ((JDouble) jObject).setValue(value);
                break;
            }
        case STRING:
            {
                String v = dis.readUTF();
                jObject = objectPool.allocate(BuiltinType.ASTRING);
                ((JString) jObject).setValue(v);
                break;
            }
        case BOOLEAN:
            jObject = objectPool.allocate(BuiltinType.ABOOLEAN);
            ((JBoolean) jObject).setValue(dis.readBoolean());
            break;
        case DATE:
            {
                int d = dis.readInt();
                jObject = objectPool.allocate(BuiltinType.ADATE);
                ((JDate) jObject).setValue(d);
                break;
            }
        case DATETIME:
            {
                jObject = objectPool.allocate(BuiltinType.ADATETIME);
                long value = dis.readLong();
                ((JDateTime) jObject).setValue(value);
                break;
            }
        case DURATION:
            {
                jObject = objectPool.allocate(BuiltinType.ADURATION);
                int months = dis.readInt();
                long msecs = dis.readLong();
                ((JDuration) jObject).setValue(months, msecs);
                break;
            }
        case TIME:
            {
                jObject = objectPool.allocate(BuiltinType.ATIME);
                int time = dis.readInt();
                ((JTime) jObject).setValue(time);
                break;
            }
        case INTERVAL:
            {
                jObject = objectPool.allocate(BuiltinType.AINTERVAL);
                long start = dis.readLong();
                long end = dis.readLong();
                byte intervalType = dis.readByte();
                ((JInterval) jObject).setValue(start, end, intervalType);
                break;
            }
        case CIRCLE:
            {
                jObject = objectPool.allocate(BuiltinType.ACIRCLE);
                double x = dis.readDouble();
                double y = dis.readDouble();
                double radius = dis.readDouble();
                JPoint jpoint = (JPoint) objectPool.allocate(BuiltinType.APOINT);
                jpoint.setValue(x, y);
                ((JCircle) jObject).setValue(jpoint, radius);
                break;
            }
        case POINT:
            {
                jObject = objectPool.allocate(BuiltinType.APOINT);
                double x = dis.readDouble();
                double y = dis.readDouble();
                ((JPoint) jObject).setValue(x, y);
                break;
            }
        case POINT3D:
            {
                jObject = objectPool.allocate(BuiltinType.APOINT3D);
                double x = dis.readDouble();
                double y = dis.readDouble();
                double z = dis.readDouble();
                ((JPoint3D) jObject).setValue(x, y, z);
                break;
            }
        case LINE:
            {
                jObject = objectPool.allocate(BuiltinType.ALINE);
                double x1 = dis.readDouble();
                double y1 = dis.readDouble();
                double x2 = dis.readDouble();
                double y2 = dis.readDouble();
                JPoint jpoint1 = (JPoint) objectPool.allocate(BuiltinType.APOINT);
                jpoint1.setValue(x1, y1);
                JPoint jpoint2 = (JPoint) objectPool.allocate(BuiltinType.APOINT);
                jpoint2.setValue(x2, y2);
                ((JLine) jObject).setValue(jpoint1, jpoint2);
                break;
            }
        case POLYGON:
            {
                jObject = objectPool.allocate(BuiltinType.APOLYGON);
                short numberOfPoints = dis.readShort();
                List<JPoint> points = new ArrayList<JPoint>();
                for (int i = 0; i < numberOfPoints; i++) {
                    JPoint p1 = (JPoint) objectPool.allocate(BuiltinType.APOINT);
                    p1.setValue(dis.readDouble(), dis.readDouble());
                    points.add(p1);
                }
                ((JPolygon) jObject).setValue(points.toArray(new APoint[] {}));
                break;
            }
        case RECTANGLE:
            {
                jObject = objectPool.allocate(BuiltinType.ARECTANGLE);
                double x1 = dis.readDouble();
                double y1 = dis.readDouble();
                double x2 = dis.readDouble();
                double y2 = dis.readDouble();
                JPoint jpoint1 = (JPoint) objectPool.allocate(BuiltinType.APOINT);
                jpoint1.setValue(x1, y1);
                JPoint jpoint2 = (JPoint) objectPool.allocate(BuiltinType.APOINT);
                jpoint2.setValue(x2, y2);
                ((JRectangle) jObject).setValue(jpoint1, jpoint2);
                break;
            }
        case MULTISET:
            {
                AUnorderedListType listType = (AUnorderedListType) type;
                IAType elementType = listType.getItemType();
                jObject = objectPool.allocate(listType);
                boolean fixedSize = false;
                ATypeTag tag = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(dis.readByte());
                switch(tag) {
                    case STRING:
                    case OBJECT:
                    case ARRAY:
                    case MULTISET:
                    case ANY:
                        fixedSize = false;
                        break;
                    default:
                        fixedSize = true;
                        break;
                }
                // list size
                dis.readInt();
                int numberOfitems;
                numberOfitems = dis.readInt();
                if (numberOfitems <= 0) {
                    break;
                }
                if (!fixedSize) {
                    for (int i = 0; i < numberOfitems; i++) {
                        dis.readInt();
                    }
                }
                for (int i = 0; i < numberOfitems; i++) {
                    IJObject v = getJType(elementType.getTypeTag(), elementType, dis, objectPool);
                    ((JUnorderedList) jObject).add(v);
                }
                break;
            }
        case ARRAY:
            {
                AOrderedListType listType = (AOrderedListType) type;
                IAType elementType = listType.getItemType();
                jObject = objectPool.allocate(listType);
                boolean fixedSize = false;
                ATypeTag tag = EnumDeserializer.ATYPETAGDESERIALIZER.deserialize(dis.readByte());
                switch(tag) {
                    case STRING:
                    case OBJECT:
                    case ARRAY:
                    case MULTISET:
                    case ANY:
                        fixedSize = false;
                        break;
                    default:
                        fixedSize = true;
                        break;
                }
                // list size
                dis.readInt();
                int numberOfitems;
                numberOfitems = dis.readInt();
                if (numberOfitems <= 0) {
                    break;
                }
                if (!fixedSize) {
                    for (int i = 0; i < numberOfitems; i++) {
                        dis.readInt();
                    }
                }
                for (int i = 0; i < numberOfitems; i++) {
                    IJObject v = getJType(elementType.getTypeTag(), elementType, dis, objectPool);
                    ((JOrderedList) jObject).add(v);
                }
                break;
            }
        case OBJECT:
            ARecordType recordType = (ARecordType) type;
            int numberOfSchemaFields = recordType.getFieldTypes().length;
            byte[] recordBits = dis.getInputStream().getArray();
            boolean isExpanded = false;
            dis.getInputStream();
            int[] fieldOffsets = new int[numberOfSchemaFields];
            IJObject[] closedFields = new IJObject[numberOfSchemaFields];
            // reading length is not required.
            dis.skip(4);
            if (recordType.isOpen()) {
                isExpanded = dis.readBoolean();
                if (isExpanded) {
                    dis.readInt();
                } else {
                }
            } else {
            }
            if (numberOfSchemaFields > 0) {
                dis.readInt();
                int nullBitMapOffset = 0;
                boolean hasOptionalFields = NonTaggedFormatUtil.hasOptionalField(recordType);
                if (hasOptionalFields) {
                    nullBitMapOffset = dis.getInputStream().getPosition();
                    dis.getInputStream();
                } else {
                    dis.getInputStream();
                }
                for (int i = 0; i < numberOfSchemaFields; i++) {
                    fieldOffsets[i] = dis.readInt();
                }
                for (int fieldNumber = 0; fieldNumber < numberOfSchemaFields; fieldNumber++) {
                    if (hasOptionalFields) {
                        byte b1 = recordBits[nullBitMapOffset + fieldNumber / 8];
                        int p = 1 << (7 - (fieldNumber % 8));
                        if ((b1 & p) == 0) {
                            continue;
                        }
                    }
                    IAType[] fieldTypes = recordType.getFieldTypes();
                    ATypeTag fieldValueTypeTag = null;
                    IAType fieldType = fieldTypes[fieldNumber];
                    if (fieldTypes[fieldNumber].getTypeTag() == ATypeTag.UNION) {
                        if (((AUnionType) fieldTypes[fieldNumber]).isUnknownableType()) {
                            fieldType = ((AUnionType) fieldTypes[fieldNumber]).getActualType();
                            fieldValueTypeTag = fieldType.getTypeTag();
                        }
                    } else {
                        fieldValueTypeTag = fieldTypes[fieldNumber].getTypeTag();
                    }
                    closedFields[fieldNumber] = getJType(fieldValueTypeTag, fieldType, dis, objectPool);
                }
            }
            if (isExpanded) {
                int numberOfOpenFields = dis.readInt();
                String[] fieldNames = new String[numberOfOpenFields];
                IAType[] fieldTypes = new IAType[numberOfOpenFields];
                IJObject[] openFields = new IJObject[numberOfOpenFields];
                for (int i = 0; i < numberOfOpenFields; i++) {
                    dis.readInt();
                    dis.readInt();
                }
                for (int i = 0; i < numberOfOpenFields; i++) {
                    fieldNames[i] = AStringSerializerDeserializer.INSTANCE.deserialize(dis).getStringValue();
                    ATypeTag openFieldTypeTag = SerializerDeserializerUtil.deserializeTag(dis);
                    openFields[i] = getJType(openFieldTypeTag, null, dis, objectPool);
                    fieldTypes[i] = openFields[i].getIAObject().getType();
                }
                ARecordType openPartRecType = new ARecordType(null, fieldNames, fieldTypes, true);
                if (numberOfSchemaFields > 0) {
                    ARecordType mergedRecordType = mergeRecordTypes(recordType, openPartRecType);
                    IJObject[] mergedFields = mergeFields(closedFields, openFields);
                    jObject = objectPool.allocate(recordType);
                    return new JRecord(mergedRecordType, mergedFields);
                } else {
                    return new JRecord(recordType, openFields);
                }
            } else {
                return new JRecord(recordType, closedFields);
            }
        default:
            throw new RuntimeDataException(ErrorCode.LIBRARY_JOBJECT_UTIL_ILLEGAL_ARGU_TYPE, typeTag);
    }
    return jObject;
}