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https://issues.apache.org/jira/browse/NIFI-4124?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16066452#comment-16066452
]
ASF GitHub Bot commented on NIFI-4124:
--------------------------------------
Github user markap14 commented on a diff in the pull request:
https://github.com/apache/nifi/pull/1945#discussion_r124532646
--- Diff:
nifi-nar-bundles/nifi-mongodb-bundle/nifi-mongodb-processors/src/main/java/org/apache/nifi/processors/mongodb/PutMongoRecord.java
---
@@ -0,0 +1,139 @@
+
+/*
+ * 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.mongodb;
+
+import com.mongodb.WriteConcern;
+import com.mongodb.client.MongoCollection;
+import org.apache.nifi.annotation.behavior.EventDriven;
+import org.apache.nifi.annotation.behavior.InputRequirement;
+import org.apache.nifi.annotation.documentation.CapabilityDescription;
+import org.apache.nifi.annotation.documentation.Tags;
+import org.apache.nifi.components.PropertyDescriptor;
+import org.apache.nifi.flowfile.FlowFile;
+import org.apache.nifi.logging.ComponentLog;
+import org.apache.nifi.processor.ProcessContext;
+import org.apache.nifi.processor.ProcessSession;
+import org.apache.nifi.processor.Relationship;
+import org.apache.nifi.processor.exception.ProcessException;
+import org.apache.nifi.schema.access.SchemaNotFoundException;
+import org.apache.nifi.serialization.MalformedRecordException;
+import org.apache.nifi.serialization.RecordReader;
+import org.apache.nifi.serialization.RecordReaderFactory;
+import org.apache.nifi.serialization.record.Record;
+import org.apache.nifi.serialization.record.RecordSchema;
+import org.bson.Document;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+@EventDriven
+@Tags({"mongodb", "insert", "record", "put"})
+@InputRequirement(InputRequirement.Requirement.INPUT_REQUIRED)
+@CapabilityDescription("Bulk ingest documents into MonogDB using a
configured record reader.")
+public class PutMongoRecord extends AbstractMongoProcessor {
+ static final Relationship REL_SUCCESS = new
Relationship.Builder().name("success")
+ .description("All FlowFiles that are written to MongoDB are
routed to this relationship").build();
+ static final Relationship REL_FAILURE = new
Relationship.Builder().name("failure")
+ .description("All FlowFiles that cannot be written to MongoDB
are routed to this relationship").build();
+
+ static final PropertyDescriptor RECORD_READER_FACTORY = new
PropertyDescriptor.Builder()
+ .name("record-reader")
+ .displayName("Record Reader")
+ .description("Specifies the Controller Service to use for
parsing incoming data and determining the data's schema")
+ .identifiesControllerService(RecordReaderFactory.class)
+ .required(true)
+ .build();
+
+ private final static Set<Relationship> relationships;
+ private final static List<PropertyDescriptor> propertyDescriptors;
+
+ static {
+ List<PropertyDescriptor> _propertyDescriptors = new ArrayList<>();
+ _propertyDescriptors.addAll(descriptors);
+ _propertyDescriptors.add(WRITE_CONCERN);
+ _propertyDescriptors.add(RECORD_READER_FACTORY);
+ propertyDescriptors =
Collections.unmodifiableList(_propertyDescriptors);
+
+ final Set<Relationship> _relationships = new HashSet<>();
+ _relationships.add(REL_SUCCESS);
+ _relationships.add(REL_FAILURE);
+ relationships = Collections.unmodifiableSet(_relationships);
+ }
+
+ @Override
+ public Set<Relationship> getRelationships() {
+ return relationships;
+ }
+
+ @Override
+ public List<PropertyDescriptor> getSupportedPropertyDescriptors() {
+ return propertyDescriptors;
+ }
+
+ @Override
+ public void onTrigger(final ProcessContext context, final
ProcessSession session) throws ProcessException {
+ final FlowFile flowFile = session.get();
+ if (flowFile == null) {
+ return;
+ }
+
+ final RecordReaderFactory recordParserFactory =
context.getProperty(RECORD_READER_FACTORY)
+ .asControllerService(RecordReaderFactory.class);
+
+ List<Document> inserts = new ArrayList<>();
+ try {
+ RecordReader reader =
recordParserFactory.createRecordReader(flowFile, session.read(flowFile),
getLogger());
+ RecordSchema schema = reader.getSchema();
+ Record record = null;
+ while ((record = reader.nextRecord()) != null) {
+ Document document = new Document();
+ for (String name : schema.getFieldNames()) {
+ document.put(name, record.getValue(name));
+ }
+ inserts.add(document);
--- End diff --
I'm a little concerned about this approach. We are buffering all of this
data up in the Java heap. If someone sends in a 4 GB CSV file, for instance,
they are very likely to run out of heap space. I would recommend adding a
"Batch Size" property, and buffering only up to the configured batch size, then
sending the documents and continuing on with the next batch. While this
approach has potential problems as well (you could send some of the records
then route to failure), it's generally better than using up all of the JVM heap
and the user has control over how much heap they would like to use to combat
this possibility by tuning the Batch Size.
> Add a Record API-based PutMongo clone
> -------------------------------------
>
> Key: NIFI-4124
> URL: https://issues.apache.org/jira/browse/NIFI-4124
> Project: Apache NiFi
> Issue Type: Improvement
> Reporter: Mike Thomsen
> Priority: Minor
> Labels: mongodb, putmongo, records
>
> A new processor that can use the Record API to put data into Mongo is needed.
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