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April 19, 2018 12:34
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NiFi Attributes to JSON with Support for JSON Attributes
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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.processors.standard; | |
import java.io.BufferedOutputStream; | |
import java.io.OutputStream; | |
import java.util.ArrayList; | |
import java.util.Arrays; | |
import java.util.Collections; | |
import java.util.HashMap; | |
import java.util.HashSet; | |
import java.util.List; | |
import java.util.Map; | |
import java.util.Set; | |
import java.util.regex.Pattern; | |
import java.util.stream.Collectors; | |
import org.apache.commons.lang3.StringUtils; | |
import org.apache.nifi.annotation.behavior.EventDriven; | |
import org.apache.nifi.annotation.behavior.InputRequirement; | |
import org.apache.nifi.annotation.behavior.SideEffectFree; | |
import org.apache.nifi.annotation.behavior.SupportsBatching; | |
import org.apache.nifi.annotation.behavior.WritesAttribute; | |
import org.apache.nifi.annotation.documentation.CapabilityDescription; | |
import org.apache.nifi.annotation.documentation.Tags; | |
import org.apache.nifi.annotation.lifecycle.OnScheduled; | |
import org.apache.nifi.components.PropertyDescriptor; | |
import org.apache.nifi.flowfile.FlowFile; | |
import org.apache.nifi.flowfile.attributes.CoreAttributes; | |
import org.apache.nifi.processor.AbstractProcessor; | |
import org.apache.nifi.processor.ProcessContext; | |
import org.apache.nifi.processor.ProcessSession; | |
import org.apache.nifi.processor.ProcessorInitializationContext; | |
import org.apache.nifi.processor.Relationship; | |
import org.apache.nifi.processor.exception.ProcessException; | |
import org.apache.nifi.processor.util.StandardValidators; | |
import com.fasterxml.jackson.core.JsonProcessingException; | |
import com.fasterxml.jackson.databind.JsonNode; | |
import com.fasterxml.jackson.databind.ObjectMapper; | |
@SuppressWarnings({ "javadoc", "hiding", "static-method", "unchecked" }) | |
@EventDriven | |
@SideEffectFree | |
@SupportsBatching | |
@Tags({ "json", "attributes", "flowfile" }) | |
@InputRequirement(InputRequirement.Requirement.INPUT_REQUIRED) | |
@CapabilityDescription("Generates a JSON representation of the input FlowFile Attributes. The resulting JSON " + | |
"can be written to either a new Attribute 'JSONAttributes' or written to the FlowFile as content.") | |
@WritesAttribute(attribute = "JSONAttributes", description = "JSON representation of Attributes") | |
public class NestedAttributesToJSON extends AbstractProcessor { | |
public static final String JSON_ATTRIBUTE_NAME = "JSONAttributes"; | |
private static final String AT_LIST_SEPARATOR = ","; | |
public static final String DESTINATION_ATTRIBUTE = "flowfile-attribute"; | |
public static final String DESTINATION_CONTENT = "flowfile-content"; | |
public static final String APPLICATION_JSON = "application/json"; | |
public static final PropertyDescriptor ATTRIBUTES_LIST = new PropertyDescriptor.Builder() | |
.name("Attributes List") | |
.description("Comma separated list of attributes to be included in the resulting JSON. If this value " + | |
"is left empty then all existing Attributes will be included. This list of attributes is " + | |
"case sensitive. If an attribute specified in the list is not found it will be be emitted " + | |
"to the resulting JSON with an empty string or NULL value.") | |
.required(false) | |
.addValidator(StandardValidators.NON_EMPTY_VALIDATOR) | |
.build(); | |
public static final PropertyDescriptor ATTRIBUTES_REGEX = new PropertyDescriptor.Builder() | |
.name("attributes-to-json-regex") | |
.displayName("Attributes Regular Expression") | |
.description("Regular expression that will be evaluated against the flow file attributes to select " | |
+ "the matching attributes. This property can be used in combination with the attributes " | |
+ "list property.") | |
.required(false) | |
.expressionLanguageSupported(true) | |
.addValidator(StandardValidators.createRegexValidator(0, Integer.MAX_VALUE, true)) | |
.addValidator(StandardValidators.NON_EMPTY_VALIDATOR) | |
.build(); | |
public static final PropertyDescriptor DESTINATION = new PropertyDescriptor.Builder() | |
.name("Destination") | |
.description("Control if JSON value is written as a new flowfile attribute '" + JSON_ATTRIBUTE_NAME + "' " + | |
"or written in the flowfile content. Writing to flowfile content will overwrite any " + | |
"existing flowfile content.") | |
.required(true) | |
.allowableValues(DESTINATION_ATTRIBUTE, DESTINATION_CONTENT) | |
.defaultValue(DESTINATION_ATTRIBUTE) | |
.build(); | |
public static final PropertyDescriptor INCLUDE_CORE_ATTRIBUTES = new PropertyDescriptor.Builder() | |
.name("Include Core Attributes") | |
.description("Determines if the FlowFile org.apache.nifi.flowfile.attributes.CoreAttributes which are " + | |
"contained in every FlowFile should be included in the final JSON value generated.") | |
.required(true) | |
.allowableValues("true", "false") | |
.defaultValue("true") | |
.build(); | |
public static final PropertyDescriptor NULL_VALUE_FOR_EMPTY_STRING = new PropertyDescriptor.Builder() | |
.name(("Null Value")) | |
.description( | |
"If true a non existing or empty attribute will be NULL in the resulting JSON. If false an empty " + | |
"string will be placed in the JSON") | |
.required(true) | |
.allowableValues("true", "false") | |
.defaultValue("false") | |
.build(); | |
public static final Relationship REL_SUCCESS = new Relationship.Builder().name("success") | |
.description("Successfully converted attributes to JSON").build(); | |
public static final Relationship REL_FAILURE = new Relationship.Builder().name("failure") | |
.description("Failed to convert attributes to JSON").build(); | |
private List<PropertyDescriptor> properties; | |
private Set<Relationship> relationships; | |
private static final ObjectMapper objectMapper = new ObjectMapper(); | |
private volatile Set<String> attributesToRemove; | |
private volatile Set<String> attributes; | |
private volatile Boolean nullValueForEmptyString; | |
private volatile boolean destinationContent; | |
private volatile Pattern pattern; | |
@Override | |
protected void init(final ProcessorInitializationContext context) { | |
final List<PropertyDescriptor> properties = new ArrayList<>(); | |
properties.add(ATTRIBUTES_LIST); | |
properties.add(ATTRIBUTES_REGEX); | |
properties.add(DESTINATION); | |
properties.add(INCLUDE_CORE_ATTRIBUTES); | |
properties.add(NULL_VALUE_FOR_EMPTY_STRING); | |
this.properties = Collections.unmodifiableList(properties); | |
final Set<Relationship> relationships = new HashSet<>(); | |
relationships.add(REL_SUCCESS); | |
relationships.add(REL_FAILURE); | |
this.relationships = Collections.unmodifiableSet(relationships); | |
} | |
@Override | |
protected List<PropertyDescriptor> getSupportedPropertyDescriptors() { | |
return properties; | |
} | |
@Override | |
public Set<Relationship> getRelationships() { | |
return relationships; | |
} | |
private static Object tryJson(final String value) { | |
try { | |
return objectMapper.readValue(value, JsonNode.class); | |
} catch (final Exception e) { | |
return value; | |
} | |
} | |
/** | |
* Builds the Map of attributes that should be included in the JSON that is emitted from this process. | |
* | |
* @return | |
* Map of values that are feed to a Jackson ObjectMapper | |
*/ | |
protected Map<String, Object> buildAttributesMapForFlowFile( | |
final FlowFile ff, | |
final Set<String> attributes, | |
final Set<String> attributesToRemove, | |
final boolean nullValForEmptyString, | |
final Pattern attPattern) { | |
Map<String, Object> result; | |
//If list of attributes specified get only those attributes. Otherwise write them all | |
if (attributes != null || attPattern != null) { | |
result = new HashMap<>(); | |
if (attributes != null) { | |
for (final String attribute : attributes) { | |
final String val = ff.getAttribute(attribute); | |
if (val != null || nullValForEmptyString) { | |
result.put(attribute, tryJson(val)); | |
} else { | |
result.put(attribute, ""); | |
} | |
} | |
} | |
if (attPattern != null) { | |
for (final Map.Entry<String, String> e : ff.getAttributes().entrySet()) { | |
if (attPattern.matcher(e.getKey()).matches()) { | |
result.put(e.getKey(), e.getValue()); | |
} | |
} | |
} | |
} else { | |
final Map<String, String> ffAttributes = ff.getAttributes(); | |
result = new HashMap<>(ffAttributes.size()); | |
for (final Map.Entry<String, String> e : ffAttributes.entrySet()) { | |
if (!attributesToRemove.contains(e.getKey())) { | |
result.put(e.getKey(), tryJson(e.getValue())); | |
} | |
} | |
} | |
return result; | |
} | |
private Set<String> buildAtrs(final String atrList, final Set<String> atrsToExclude) { | |
//If list of attributes specified get only those attributes. Otherwise write them all | |
if (StringUtils.isNotBlank(atrList)) { | |
final String[] ats = StringUtils.split(atrList, AT_LIST_SEPARATOR); | |
if (ats != null) { | |
final Set<String> result = new HashSet<>(ats.length); | |
for (final String str : ats) { | |
final String trim = str.trim(); | |
if (!atrsToExclude.contains(trim)) { | |
result.add(trim); | |
} | |
} | |
return result; | |
} | |
} | |
return null; | |
} | |
@OnScheduled | |
public void onScheduled(final ProcessContext context) { | |
attributesToRemove = context.getProperty(INCLUDE_CORE_ATTRIBUTES).asBoolean() ? Collections.EMPTY_SET | |
: Arrays.stream(CoreAttributes.values()) | |
.map(CoreAttributes::key) | |
.collect(Collectors.toSet()); | |
attributes = buildAtrs(context.getProperty(ATTRIBUTES_LIST).getValue(), attributesToRemove); | |
nullValueForEmptyString = context.getProperty(NULL_VALUE_FOR_EMPTY_STRING).asBoolean(); | |
destinationContent = DESTINATION_CONTENT.equals(context.getProperty(DESTINATION).getValue()); | |
if (context.getProperty(ATTRIBUTES_REGEX).isSet()) { | |
pattern = Pattern.compile(context.getProperty(ATTRIBUTES_REGEX).evaluateAttributeExpressions().getValue()); | |
} | |
} | |
@Override | |
public void onTrigger(final ProcessContext context, final ProcessSession session) throws ProcessException { | |
final FlowFile original = session.get(); | |
if (original == null) { | |
return; | |
} | |
final Map<String, Object> atrList = buildAttributesMapForFlowFile(original, attributes, attributesToRemove, | |
nullValueForEmptyString, pattern); | |
try { | |
if (destinationContent) { | |
FlowFile conFlowfile = session.write(original, (in, out) -> { | |
try (OutputStream outputStream = new BufferedOutputStream(out)) { | |
outputStream.write(objectMapper.writeValueAsBytes(atrList)); | |
} | |
}); | |
conFlowfile = session.putAttribute(conFlowfile, CoreAttributes.MIME_TYPE.key(), APPLICATION_JSON); | |
session.transfer(conFlowfile, REL_SUCCESS); | |
} else { | |
final FlowFile atFlowfile = session.putAttribute(original, JSON_ATTRIBUTE_NAME, | |
objectMapper.writeValueAsString(atrList)); | |
session.transfer(atFlowfile, REL_SUCCESS); | |
} | |
} catch (final JsonProcessingException e) { | |
getLogger().error(e.getMessage()); | |
session.transfer(original, REL_FAILURE); | |
} | |
} | |
} |
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