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https://issues.apache.org/jira/browse/NIFI-4024?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16107694#comment-16107694
]
ASF GitHub Bot commented on NIFI-4024:
--------------------------------------
Github user bbende commented on a diff in the pull request:
https://github.com/apache/nifi/pull/1961#discussion_r130413186
--- Diff:
nifi-nar-bundles/nifi-hbase-bundle/nifi-hbase-processors/src/main/java/org/apache/nifi/hbase/PutHBaseRecord.java
---
@@ -0,0 +1,323 @@
+/*
+ * 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.hbase;
+
+import org.apache.nifi.annotation.behavior.EventDriven;
+import org.apache.nifi.annotation.behavior.InputRequirement;
+import org.apache.nifi.annotation.behavior.ReadsAttribute;
+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.components.AllowableValue;
+import org.apache.nifi.components.PropertyDescriptor;
+import org.apache.nifi.flowfile.FlowFile;
+import org.apache.nifi.hbase.put.PutColumn;
+import org.apache.nifi.hbase.put.PutFlowFile;
+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.processor.util.StandardValidators;
+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.RecordFieldType;
+import org.apache.nifi.serialization.record.RecordSchema;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+@EventDriven
+@SupportsBatching
+@InputRequirement(InputRequirement.Requirement.INPUT_REQUIRED)
+@Tags({"hadoop", "hbase", "put", "record"})
+@CapabilityDescription("Adds rows to HBase based on the contents of a
flowfile using a configured record reader.")
+@ReadsAttribute(attribute = "restart.index", description = "Reads
restart.index when it needs to replay part of a record set that did not get
into HBase.")
+@WritesAttribute(attribute = "restart.index", description = "Writes
restart.index when a batch fails to be insert into HBase")
+public class PutHBaseRecord extends AbstractPutHBase {
+
+ protected static final PropertyDescriptor ROW_FIELD_NAME = new
PropertyDescriptor.Builder()
+ .name("Row Identifier Field Path")
+ .description("Specifies the name of a record field whose value
should be used as the row id for the given record.")
+ .expressionLanguageSupported(true)
+ .addValidator(StandardValidators.NON_EMPTY_VALIDATOR)
+ .build();
+
+ protected static final String FAIL_VALUE = "Fail";
+ protected static final String WARN_VALUE = "Warn";
+ protected static final String IGNORE_VALUE = "Ignore";
+ protected static final String TEXT_VALUE = "Text";
+
+ protected static final AllowableValue COMPLEX_FIELD_FAIL = new
AllowableValue(FAIL_VALUE, FAIL_VALUE, "Route entire FlowFile to failure if any
elements contain complex values.");
+ protected static final AllowableValue COMPLEX_FIELD_WARN = new
AllowableValue(WARN_VALUE, WARN_VALUE, "Provide a warning and do not include
field in row sent to HBase.");
+ protected static final AllowableValue COMPLEX_FIELD_IGNORE = new
AllowableValue(IGNORE_VALUE, IGNORE_VALUE, "Silently ignore and do not include
in row sent to HBase.");
+ protected static final AllowableValue COMPLEX_FIELD_TEXT = new
AllowableValue(TEXT_VALUE, TEXT_VALUE, "Use the string representation of the
complex field as the value of the given column.");
+
+ 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();
+
+ protected static final PropertyDescriptor COMPLEX_FIELD_STRATEGY = new
PropertyDescriptor.Builder()
+ .name("Complex Field Strategy")
+ .description("Indicates how to handle complex fields, i.e.
fields that do not have a single text value.")
+ .expressionLanguageSupported(false)
+ .required(true)
+ .allowableValues(COMPLEX_FIELD_FAIL, COMPLEX_FIELD_WARN,
COMPLEX_FIELD_IGNORE, COMPLEX_FIELD_TEXT)
+ .defaultValue(COMPLEX_FIELD_TEXT.getValue())
+ .build();
+
+
+ protected static final AllowableValue FIELD_ENCODING_STRING = new
AllowableValue(STRING_ENCODING_VALUE, STRING_ENCODING_VALUE,
+ "Stores the value of each field as a UTF-8 String.");
+ protected static final AllowableValue FIELD_ENCODING_BYTES = new
AllowableValue(BYTES_ENCODING_VALUE, BYTES_ENCODING_VALUE,
+ "Stores the value of each field as the byte representation of
the type derived from the record.");
+
+ protected static final PropertyDescriptor FIELD_ENCODING_STRATEGY =
new PropertyDescriptor.Builder()
+ .name("Field Encoding Strategy")
+ .description(("Indicates how to store the value of each field
in HBase. The default behavior is to convert each value from the " +
+ "record to a String, and store the UTF-8 bytes.
Choosing Bytes will interpret the type of each field from " +
+ "the record, and convert the value to the byte
representation of that type, meaning an integer will be stored as the " +
+ "byte representation of that integer."))
+ .required(true)
+ .allowableValues(FIELD_ENCODING_STRING, FIELD_ENCODING_BYTES)
+ .defaultValue(FIELD_ENCODING_STRING.getValue())
+ .build();
+
+ protected static final PropertyDescriptor BATCH_SIZE = new
PropertyDescriptor.Builder()
+ .name("Batch Size")
+ .description("The maximum number of records to be sent to
HBase at any one time from the record set.")
+ .required(true)
+ .addValidator(StandardValidators.POSITIVE_INTEGER_VALIDATOR)
+ .defaultValue("1000")
+ .build();
+
+ @Override
+ public final List<PropertyDescriptor>
getSupportedPropertyDescriptors() {
+ final List<PropertyDescriptor> properties = new ArrayList<>();
+ properties.add(RECORD_READER_FACTORY);
+ properties.add(HBASE_CLIENT_SERVICE);
+ properties.add(TABLE_NAME);
+ properties.add(ROW_FIELD_NAME);
+ properties.add(ROW_ID_ENCODING_STRATEGY);
+ properties.add(COLUMN_FAMILY);
+ properties.add(BATCH_SIZE);
+ properties.add(COMPLEX_FIELD_STRATEGY);
+ properties.add(FIELD_ENCODING_STRATEGY);
+ return properties;
+ }
+
+ @Override
+ public Set<Relationship> getRelationships() {
+ final Set<Relationship> rels = new HashSet<>();
+ rels.add(REL_SUCCESS);
+ rels.add(REL_FAILURE);
+ return rels;
+ }
+
+ private int addBatch(String tableName, List<PutFlowFile> flowFiles)
throws IOException {
+ int columns = 0;
+ clientService.put(tableName, flowFiles);
+ for (PutFlowFile put : flowFiles) {
+ columns += put.getColumns().size();
+ }
+
+ return columns;
+ }
+
+ private RecordReaderFactory recordParserFactory;
+ @Override
+ public void onTrigger(final ProcessContext context, final
ProcessSession session) throws ProcessException {
+ final int batchSize = context.getProperty(BATCH_SIZE).asInteger();
+ FlowFile flowFile = session.get();
+ if (flowFile == null) {
+ return;
+ }
+
+ final RecordReaderFactory recordParserFactory =
context.getProperty(RECORD_READER_FACTORY)
+ .asControllerService(RecordReaderFactory.class);
+ List<PutFlowFile> flowFiles = new ArrayList<>();
+ final String tableName =
context.getProperty(TABLE_NAME).evaluateAttributeExpressions(flowFile).getValue();
+ final String rowFieldName =
context.getProperty(ROW_FIELD_NAME).evaluateAttributeExpressions(flowFile).getValue();
+ final String columnFamily =
context.getProperty(COLUMN_FAMILY).evaluateAttributeExpressions(flowFile).getValue();
+ final String fieldEncodingStrategy =
context.getProperty(FIELD_ENCODING_STRATEGY).getValue();
+ final String complexFieldStrategy =
context.getProperty(COMPLEX_FIELD_STRATEGY).getValue();
+ final String rowEncodingStrategy =
context.getProperty(ROW_ID_ENCODING_STRATEGY).getValue();
+
+ final long start = System.nanoTime();
+ int index = 0;
+ int columns = 0;
+ boolean failed = false;
+ String startIndexStr = flowFile.getAttribute("restart.index");
+ int startIndex = -1;
+ if (startIndexStr != null) {
+ startIndex = Integer.parseInt(startIndexStr);
+ }
+
+ PutFlowFile last = null;
+ try (RecordReader reader =
recordParserFactory.createRecordReader(flowFile, session.read(flowFile),
getLogger())) {
+ Record record;
+ if (startIndex >= 0) {
+ while ( index++ < startIndex && (reader.nextRecord()) !=
null) {}
+ }
+
+ while ((record = reader.nextRecord()) != null) {
+ PutFlowFile putFlowFile = createPut(context, record,
reader.getSchema(), flowFile, rowFieldName, columnFamily,
fieldEncodingStrategy, rowEncodingStrategy, complexFieldStrategy);
+ flowFiles.add(putFlowFile);
+ index++;
+
+ if (flowFiles.size() == batchSize) {
+ columns += addBatch(tableName, flowFiles);
+ last = flowFiles.get(flowFiles.size() - 1);
+ flowFiles = new ArrayList<>();
+ }
+ }
+ if (flowFiles.size() > 0) {
+ columns += addBatch(tableName, flowFiles);
+ last = flowFiles.get(flowFiles.size() - 1);
+ }
+ } catch (Exception ex) {
+ getLogger().error("Failed to put records to HBase.", ex);
+ failed = true;
+ }
+
+ if (!failed) {
+ sendProvenance(session, flowFile, columns, System.nanoTime() -
start, last);
+ flowFile = session.removeAttribute(flowFile, "restart.index");
+ session.transfer(flowFile, REL_SUCCESS);
+ } else {
+ String restartIndex = Integer.toString(index -
flowFiles.size());
+ flowFile = session.putAttribute(flowFile, "restart.index",
restartIndex);
+ sendProvenance(session, flowFile, columns, System.nanoTime() -
start, last);
+ flowFile = session.penalize(flowFile);
+ session.transfer(flowFile, REL_FAILURE);
+ }
+
+
+
+ session.commit();
+ }
+
+ private void sendProvenance(ProcessSession session, FlowFile flowFile,
int columns, long time, PutFlowFile pff) {
+ final String details = String.format("Put %d cells to HBase.",
columns);
+ session.getProvenanceReporter().send(flowFile, getTransitUri(pff),
details, time);
+ }
+
+ @Override
+ protected String getTransitUri(PutFlowFile putFlowFile) {
+ return "hbase://" + putFlowFile.getTableName();
+ }
+
+
+ @Override
+ protected PutFlowFile createPut(ProcessSession session, ProcessContext
context, FlowFile flowFile) {
+ return null;
+ }
+
+ protected byte[] asBytes(String field, RecordFieldType fieldType,
Record record, boolean asString, String complexFieldStrategy) {
+
+ byte[] retVal;
+
+ if (asString) {
+ retVal = clientService.toBytes(record.getAsString(field));
+ } else {
+ switch (fieldType) {
+ case BOOLEAN:
+ retVal =
clientService.toBytes(record.getAsBoolean(field));
+ break;
+ case CHAR:
+ retVal =
clientService.toBytes(record.getAsString(field));
+ break;
+ case DOUBLE:
+ retVal =
clientService.toBytes(record.getAsDouble(field));
+ break;
+ case FLOAT:
+ retVal =
clientService.toBytes(record.getAsFloat(field));
+ break;
+ case INT:
+ retVal = clientService.toBytes(record.getAsInt(field));
+ break;
+ case LONG:
+ retVal =
clientService.toBytes(record.getAsLong(field));
+ break;
+ default:
+ retVal = null;
+ switch (complexFieldStrategy) {
+ case FAIL_VALUE:
+ getLogger().error("Complex value found for {};
routing to failure", new Object[]{field});
--- End diff --
It seems like FAIL and WARN both log at the appropriate level and then
break, which means they both return null from this method... do we need to do
something different so FAIL routes to failure and WARN just skips over?
> Create EvaluateRecordPath processor
> -----------------------------------
>
> Key: NIFI-4024
> URL: https://issues.apache.org/jira/browse/NIFI-4024
> Project: Apache NiFi
> Issue Type: New Feature
> Reporter: Steve Champagne
> Priority: Minor
>
> With the new RecordPath DSL, it would be nice if there was a processor that
> could pull fields into attributes of the flowfile based on a RecordPath. This
> would be similar to the EvaluateJsonPath processor that currently exists,
> except it could be used to pull fields from arbitrary record formats. My
> current use case for it would be pulling fields out of Avro records while
> skipping the steps of having to convert Avro to JSON, evaluate JsonPath, and
> then converting back to Avro.
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