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/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.nifi.record.path.functions;
import com.fasterxml.jackson.databind.ObjectMapper;
import org.apache.nifi.record.path.FieldValue;
import org.apache.nifi.record.path.RecordPathEvaluationContext;
import org.apache.nifi.record.path.StandardFieldValue;
import org.apache.nifi.record.path.exception.RecordPathException;
import org.apache.nifi.record.path.paths.RecordPathSegment;
import org.apache.nifi.record.path.util.RecordPathUtils;
import org.apache.nifi.serialization.record.DataType;
import org.apache.nifi.serialization.record.Record;
import org.apache.nifi.serialization.record.RecordFieldType;
import org.apache.nifi.serialization.record.type.ArrayDataType;
import org.apache.nifi.serialization.record.type.ChoiceDataType;
import org.apache.nifi.serialization.record.type.RecordDataType;
import org.apache.nifi.serialization.record.util.DataTypeUtils;
import java.io.IOException;
import java.util.Arrays;
import java.util.Collection;
import java.util.Map;
import java.util.stream.Collectors;
import java.util.stream.Stream;
public class UnescapeJson extends RecordPathSegment {
private final RecordPathSegment recordPath;
private final RecordPathSegment convertToRecordRecordPath;
private final RecordPathSegment recursiveRecordConversion;
private final ObjectMapper objectMapper = new ObjectMapper();
public UnescapeJson(final RecordPathSegment recordPath, final RecordPathSegment convertToRecordRecordPath, final RecordPathSegment recursiveRecordConversion, final boolean absolute) {
super("unescapeJson", null, absolute);
this.recordPath = recordPath;
this.convertToRecordRecordPath = convertToRecordRecordPath;
this.recursiveRecordConversion = recursiveRecordConversion;
}
@Override
public Stream<FieldValue> evaluate(final RecordPathEvaluationContext context) {
final boolean convertMapToRecord = convertToRecordRecordPath != null
&& Boolean.parseBoolean(RecordPathUtils.getFirstStringValue(convertToRecordRecordPath, context));
final boolean recursiveMapToRecord = recursiveRecordConversion != null
&& Boolean.parseBoolean(RecordPathUtils.getFirstStringValue(recursiveRecordConversion, context));
final Stream<FieldValue> fieldValues = recordPath.evaluate(context);
return fieldValues.filter(fv -> fv.getValue() != null)
.map(fv -> {
Object value = fv.getValue();
if (value instanceof String) {
try {
DataType dataType = fv.getField().getDataType();
if (fv.getField().getDataType() instanceof ChoiceDataType) {
dataType = DataTypeUtils.chooseDataType(value, (ChoiceDataType) fv.getField().getDataType());
}
return new StandardFieldValue(
convertFieldValue(value, fv.getField().getFieldName(), dataType, convertMapToRecord, recursiveMapToRecord),
fv.getField(), fv.getParent().orElse(null)
);
} catch (IOException e) {
throw new RecordPathException("Unable to deserialise JSON String into Record Path value", e);
}
} else {
throw new IllegalArgumentException("Argument supplied to unescapeJson must be a String");
}
});
}
@SuppressWarnings("unchecked")
private Object convertFieldValue(final Object value, final String fieldName, final DataType dataType, final boolean convertMapToRecord, final boolean recursiveMapToRecord) throws IOException {
if (dataType instanceof RecordDataType) {
// convert Maps to Records
final Map<String, Object> map = objectMapper.readValue(value.toString(), Map.class);
return DataTypeUtils.toRecord(map, ((RecordDataType) dataType).getChildSchema(), fieldName);
} else if (dataType instanceof ArrayDataType) {
final DataType elementDataType = ((ArrayDataType) dataType).getElementType();
// convert Arrays of Maps to Records
Object[] arr = objectMapper.readValue(value.toString(), Object[].class);
if (elementDataType instanceof RecordDataType) {
arr = Arrays.stream(arr).map(e -> DataTypeUtils.toRecord(e, ((RecordDataType) elementDataType).getChildSchema(), fieldName)).toArray();
}
return arr;
} else {
// generic conversion for simpler fields
final Object parsed = objectMapper.readValue(value.toString(), Object.class);
if (convertMapToRecord) {
if (DataTypeUtils.isCompatibleDataType(parsed, RecordFieldType.RECORD.getDataType())) {
return DataTypeUtils.toRecord(parsed, fieldName, recursiveMapToRecord);
} else if (DataTypeUtils.isArrayTypeCompatible(parsed, RecordFieldType.RECORD.getDataType())) {
return Arrays.stream((Object[]) parsed).map(m -> DataTypeUtils.toRecord(m, fieldName, recursiveMapToRecord)).toArray(Record[]::new);
} else if (parsed instanceof Collection
&& !((Collection<Object>) parsed).isEmpty()
&& DataTypeUtils.isCompatibleDataType(((Collection<Object>) parsed).stream().findFirst().get(), RecordFieldType.RECORD.getDataType())) {
return ((Collection<Object>) parsed).stream().map(m -> DataTypeUtils.toRecord(m, fieldName, recursiveMapToRecord)).collect(Collectors.toList());
}
}
return parsed;
}
}
}