NIFI-2620 Adding support for Binary Row Keys for both PutHBaseCell and PutHBaseJSON. This also involved making changes to PutFlowFile and PutColumn to carry around byte[] and not all strings. This closes #914.

Signed-off-by: Bryan Bende <bbende@apache.org>
This commit is contained in:
Andrew Psaltis 2016-08-22 22:34:45 -04:00 committed by Bryan Bende
parent 4a49587533
commit 0303805c01
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12 changed files with 178 additions and 44 deletions

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@ -71,5 +71,16 @@
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.apache.hbase</groupId>
<artifactId>hbase-client</artifactId>
<exclusions>
<exclusion>
<groupId>org.slf4j</groupId>
<artifactId>slf4j-log4j12</artifactId>
</exclusion>
</exclusions>
<scope>test</scope>
</dependency>
</dependencies>
</project>

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@ -17,6 +17,7 @@
package org.apache.nifi.hbase;
import java.nio.charset.StandardCharsets;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
@ -25,6 +26,7 @@ import java.util.concurrent.TimeUnit;
import org.apache.commons.lang3.StringUtils;
import org.apache.nifi.annotation.lifecycle.OnScheduled;
import org.apache.nifi.components.AllowableValue;
import org.apache.nifi.components.PropertyDescriptor;
import org.apache.nifi.flowfile.FlowFile;
import org.apache.nifi.hbase.put.PutFlowFile;
@ -60,6 +62,28 @@ public abstract class AbstractPutHBase extends AbstractProcessor {
.expressionLanguageSupported(true)
.addValidator(StandardValidators.NON_EMPTY_VALIDATOR)
.build();
static final String STRING_ENCODING_VALUE = "String";
static final String BYTES_ENCODING_VALUE = "Bytes";
static final String BINARY_ENCODING_VALUE = "Binary";
protected static final AllowableValue ROW_ID_ENCODING_STRING = new AllowableValue(STRING_ENCODING_VALUE, STRING_ENCODING_VALUE,
"Stores the value of row id as a UTF-8 String.");
protected static final AllowableValue ROW_ID_ENCODING_BINARY = new AllowableValue(BINARY_ENCODING_VALUE, BINARY_ENCODING_VALUE,
"Stores the value of the rows id as a binary byte array. It expects that the row id is a binary formated string.");
static final PropertyDescriptor ROW_ID_ENCODING_STRATEGY = new PropertyDescriptor.Builder()
.name("Row Identifier Encoding Strategy")
.description("Specifies the data type of Row ID used when inserting data into HBase. The default behaviror is" +
" to convert the row id to a UTF-8 byte array. Choosing Binary will convert a binary formatted string" +
" to the correct byte[] representation. The Binary option should be used if you are using Binary row" +
" keys in HBase")
.required(false) // not all sub-classes will require this
.expressionLanguageSupported(false)
.defaultValue(ROW_ID_ENCODING_STRING.getValue())
.allowableValues(ROW_ID_ENCODING_STRING,ROW_ID_ENCODING_BINARY)
.build();
protected static final PropertyDescriptor COLUMN_FAMILY = new PropertyDescriptor.Builder()
.name("Column Family")
.description("The Column Family to use when inserting data into HBase")
@ -119,7 +143,7 @@ public abstract class AbstractPutHBase extends AbstractProcessor {
} else if (!putFlowFile.isValid()) {
if (StringUtils.isBlank(putFlowFile.getTableName())) {
getLogger().error("Missing table name for FlowFile {}; routing to failure", new Object[]{flowFile});
} else if (StringUtils.isBlank(putFlowFile.getRow())) {
} else if (null == putFlowFile.getRow()) {
getLogger().error("Missing row id for FlowFile {}; routing to failure", new Object[]{flowFile});
} else if (putFlowFile.getColumns() == null || putFlowFile.getColumns().isEmpty()) {
getLogger().error("No columns provided for FlowFile {}; routing to failure", new Object[]{flowFile});
@ -170,9 +194,19 @@ public abstract class AbstractPutHBase extends AbstractProcessor {
}
protected String getTransitUri(PutFlowFile putFlowFile) {
return "hbase://" + putFlowFile.getTableName() + "/" + putFlowFile.getRow();
return "hbase://" + putFlowFile.getTableName() + "/" + new String(putFlowFile.getRow(), StandardCharsets.UTF_8);
}
protected byte[] getRow(final String row, final String encoding) {
//check to see if we need to modify the rowKey before we pass it down to the PutFlowFile
byte[] rowKeyBytes = null;
if(BINARY_ENCODING_VALUE.contentEquals(encoding)){
rowKeyBytes = clientService.toBytesBinary(row);
}else{
rowKeyBytes = row.getBytes(StandardCharsets.UTF_8);
}
return rowKeyBytes;
}
/**
* Sub-classes provide the implementation to create a put from a FlowFile.
*

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@ -33,6 +33,7 @@ import org.apache.nifi.stream.io.StreamUtils;
import java.io.IOException;
import java.io.InputStream;
import java.nio.charset.StandardCharsets;
import java.util.ArrayList;
import java.util.Collection;
import java.util.Collections;
@ -53,6 +54,7 @@ public class PutHBaseCell extends AbstractPutHBase {
properties.add(HBASE_CLIENT_SERVICE);
properties.add(TABLE_NAME);
properties.add(ROW_ID);
properties.add(ROW_ID_ENCODING_STRATEGY);
properties.add(COLUMN_FAMILY);
properties.add(COLUMN_QUALIFIER);
properties.add(BATCH_SIZE);
@ -82,8 +84,15 @@ public class PutHBaseCell extends AbstractPutHBase {
}
});
final Collection<PutColumn> columns = Collections.singletonList(new PutColumn(columnFamily, columnQualifier, buffer));
return new PutFlowFile(tableName, row, columns, flowFile);
final Collection<PutColumn> columns = Collections.singletonList(new PutColumn(columnFamily.getBytes(StandardCharsets.UTF_8),
columnQualifier.getBytes(StandardCharsets.UTF_8), buffer));
byte[] rowKeyBytes = getRow(row,context.getProperty(ROW_ID_ENCODING_STRATEGY).getValue());
return new PutFlowFile(tableName,rowKeyBytes , columns, flowFile);
}
}

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@ -20,6 +20,7 @@ package org.apache.nifi.hbase;
import java.io.BufferedInputStream;
import java.io.IOException;
import java.io.InputStream;
import java.nio.charset.StandardCharsets;
import java.util.ArrayList;
import java.util.Collection;
import java.util.HashSet;
@ -89,8 +90,7 @@ public class PutHBaseJSON extends AbstractPutHBase {
.defaultValue(COMPLEX_FIELD_TEXT.getValue())
.build();
protected static final String STRING_ENCODING_VALUE = "String";
protected static final String BYTES_ENCODING_VALUE = "Bytes";
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.");
@ -115,6 +115,7 @@ public class PutHBaseJSON extends AbstractPutHBase {
properties.add(TABLE_NAME);
properties.add(ROW_ID);
properties.add(ROW_FIELD_NAME);
properties.add(ROW_ID_ENCODING_STRATEGY);
properties.add(COLUMN_FAMILY);
properties.add(BATCH_SIZE);
properties.add(COMPLEX_FIELD_STRATEGY);
@ -163,6 +164,7 @@ public class PutHBaseJSON extends AbstractPutHBase {
final boolean extractRowId = !StringUtils.isBlank(rowFieldName);
final String complexFieldStrategy = context.getProperty(COMPLEX_FIELD_STRATEGY).getValue();
final String fieldEncodingStrategy = context.getProperty(FIELD_ENCODING_STRATEGY).getValue();
final String rowIdEncodingStrategy = context.getProperty(ROW_ID_ENCODING_STRATEGY).getValue();
// Parse the JSON document
final ObjectMapper mapper = new ObjectMapper();
@ -236,7 +238,7 @@ public class PutHBaseJSON extends AbstractPutHBase {
if (extractRowId && fieldName.equals(rowFieldName)) {
rowIdHolder.set(fieldNode.asText());
} else {
columns.add(new PutColumn(columnFamily, fieldName, fieldValueHolder.get()));
columns.add(new PutColumn(columnFamily.getBytes(StandardCharsets.UTF_8), fieldName.getBytes(StandardCharsets.UTF_8), fieldValueHolder.get()));
}
}
}
@ -250,7 +252,9 @@ public class PutHBaseJSON extends AbstractPutHBase {
}
final String putRowId = (extractRowId ? rowIdHolder.get() : rowId);
return new PutFlowFile(tableName, putRowId, columns, flowFile);
byte[] rowKeyBytes = getRow(putRowId,context.getProperty(ROW_ID_ENCODING_STRATEGY).getValue());
return new PutFlowFile(tableName, rowKeyBytes, columns, flowFile);
}
/*

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@ -19,6 +19,7 @@ package org.apache.nifi.hbase;
import static org.junit.Assert.assertTrue;
import java.nio.charset.StandardCharsets;
import java.util.Arrays;
import java.util.List;
import java.util.Map;
@ -34,7 +35,7 @@ public class HBaseTestUtil {
boolean foundPut = false;
for (final PutFlowFile put : puts) {
if (!row.equals(put.getRow())) {
if (!row.equals(new String(put.getRow(), StandardCharsets.UTF_8))) {
continue;
}
@ -49,7 +50,8 @@ public class HBaseTestUtil {
// determine if we have the current expected column
boolean foundColumn = false;
for (PutColumn putColumn : put.getColumns()) {
if (columnFamily.equals(putColumn.getColumnFamily()) && entry.getKey().equals(putColumn.getColumnQualifier())
if (columnFamily.equals(new String(putColumn.getColumnFamily(), StandardCharsets.UTF_8))
&& entry.getKey().equals(new String(putColumn.getColumnQualifier(), StandardCharsets.UTF_8))
&& Arrays.equals(entry.getValue(), putColumn.getBuffer())) {
foundColumn = true;
break;

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@ -16,6 +16,7 @@
*/
package org.apache.nifi.hbase;
import org.apache.hadoop.hbase.util.Bytes;
import org.apache.nifi.controller.AbstractControllerService;
import org.apache.nifi.hbase.put.PutColumn;
import org.apache.nifi.hbase.put.PutFlowFile;
@ -23,6 +24,7 @@ import org.apache.nifi.hbase.scan.Column;
import org.apache.nifi.hbase.scan.ResultCell;
import org.apache.nifi.hbase.scan.ResultHandler;
import java.io.IOException;
import java.nio.charset.StandardCharsets;
import java.util.ArrayList;
@ -47,7 +49,7 @@ public class MockHBaseClientService extends AbstractControllerService implements
}
@Override
public void put(String tableName, String rowId, Collection<PutColumn> columns) throws IOException {
public void put(String tableName, byte[] rowId, Collection<PutColumn> columns) throws IOException {
throw new UnsupportedOperationException();
}
@ -131,4 +133,9 @@ public class MockHBaseClientService extends AbstractControllerService implements
public byte[] toBytes(final String s) {
return s.getBytes(StandardCharsets.UTF_8);
}
@Override
public byte[] toBytesBinary(String s) {
return Bytes.toBytesBinary(s);
}
}

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@ -253,6 +253,52 @@ public class TestPutHBaseCell {
assertEquals(2, runner.getProvenanceEvents().size());
}
@Test
public void testSingleFlowFileWithBinaryRowKey() throws IOException, InitializationException {
final String tableName = "nifi";
final String row = "\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00" +
"\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00" +
"\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00" +
"\\x00\\x00\\x00\\x00\\x00\\x01\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00" +
"\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x01\\x01\\x00\\x00\\x00\\x00\\x00" +
"\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00" +
"\\x00\\x00\\x00\\x01\\x00\\x00\\x01\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00" +
"\\x01\\x00\\x00\\x01\\x00\\x00\\x00\\x00\\x01\\x01\\x01\\x00\\x01\\x00\\x01\\x01\\x01\\x00\\x00\\x00" +
"\\x00\\x00\\x00\\x01\\x01\\x01\\x01\\x00\\x00\\x00\\x00\\x00\\x00\\x01\\x01\\x00\\x01\\x00\\x01\\x00" +
"\\x00\\x01\\x01\\x01\\x01\\x00\\x00\\x01\\x01\\x01\\x00\\x01\\x00\\x00";
final String columnFamily = "family1";
final String columnQualifier = "qualifier1";
final TestRunner runner = TestRunners.newTestRunner(PutHBaseCell.class);
runner.setProperty(PutHBaseCell.TABLE_NAME, tableName);
runner.setProperty(PutHBaseCell.ROW_ID, row);
runner.setProperty(PutHBaseCell.ROW_ID_ENCODING_STRATEGY,PutHBaseCell.ROW_ID_ENCODING_BINARY.getValue());
runner.setProperty(PutHBaseCell.COLUMN_FAMILY, columnFamily);
runner.setProperty(PutHBaseCell.COLUMN_QUALIFIER, columnQualifier);
runner.setProperty(PutHBaseCell.BATCH_SIZE, "1");
final MockHBaseClientService hBaseClient = getHBaseClientService(runner);
final byte[] expectedRowKey = hBaseClient.toBytesBinary(row);
final String content = "some content";
runner.enqueue(content.getBytes("UTF-8"));
runner.run();
runner.assertAllFlowFilesTransferred(PutHBaseCell.REL_SUCCESS);
final MockFlowFile outFile = runner.getFlowFilesForRelationship(PutHBaseCell.REL_SUCCESS).get(0);
outFile.assertContentEquals(content);
assertNotNull(hBaseClient.getFlowFilePuts());
assertEquals(1, hBaseClient.getFlowFilePuts().size());
List<PutFlowFile> puts = hBaseClient.getFlowFilePuts().get(tableName);
assertEquals(1, puts.size());
verifyPut(expectedRowKey, columnFamily.getBytes(StandardCharsets.UTF_8), columnQualifier.getBytes(StandardCharsets.UTF_8), content, puts.get(0));
assertEquals(1, runner.getProvenanceEvents().size());
}
private Map<String, String> getAtrributeMapWithEL(String tableName, String row, String columnFamily, String columnQualifier) {
final Map<String,String> attributes1 = new HashMap<>();
attributes1.put("hbase.tableName", tableName);
@ -280,14 +326,18 @@ public class TestPutHBaseCell {
}
private void verifyPut(String row, String columnFamily, String columnQualifier, String content, PutFlowFile put) {
assertEquals(row, put.getRow());
verifyPut(row.getBytes(StandardCharsets.UTF_8),columnFamily.getBytes(StandardCharsets.UTF_8),
columnQualifier.getBytes(StandardCharsets.UTF_8),content,put);
}
private void verifyPut(byte[] row, byte[] columnFamily, byte[] columnQualifier, String content, PutFlowFile put) {
assertEquals(new String(row, StandardCharsets.UTF_8), new String(put.getRow(), StandardCharsets.UTF_8));
assertNotNull(put.getColumns());
assertEquals(1, put.getColumns().size());
final PutColumn column = put.getColumns().iterator().next();
assertEquals(columnFamily, column.getColumnFamily());
assertEquals(columnQualifier, column.getColumnQualifier());
assertEquals(new String(columnFamily, StandardCharsets.UTF_8), new String(column.getColumnFamily(), StandardCharsets.UTF_8));
assertEquals(new String(columnQualifier, StandardCharsets.UTF_8), new String(column.getColumnQualifier(), StandardCharsets.UTF_8));
assertEquals(content, new String(column.getBuffer(), StandardCharsets.UTF_8));
}

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@ -84,7 +84,7 @@ public interface HBaseClientService extends ControllerService {
* @param columns the columns of the row to put
* @throws IOException thrown when there are communication errors with HBase
*/
void put(String tableName, String rowId, Collection<PutColumn> columns) throws IOException;
void put(String tableName, byte[] rowId, Collection<PutColumn> columns) throws IOException;
/**
* Scans the given table using the optional filter criteria and passing each result to the provided handler.
@ -130,4 +130,11 @@ public interface HBaseClientService extends ControllerService {
*/
byte[] toBytes(String s);
/**
* Converts the given binary formatted string to a byte representation
* @param s a binary encoded string
* @return the string represented as bytes
*/
byte[] toBytesBinary(String s);
}

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@ -21,22 +21,22 @@ package org.apache.nifi.hbase.put;
*/
public class PutColumn {
private final String columnFamily;
private final String columnQualifier;
private final byte[] columnFamily;
private final byte[] columnQualifier;
private final byte[] buffer;
public PutColumn(final String columnFamily, final String columnQualifier, final byte[] buffer) {
public PutColumn(final byte[] columnFamily, final byte[] columnQualifier, final byte[] buffer) {
this.columnFamily = columnFamily;
this.columnQualifier = columnQualifier;
this.buffer = buffer;
}
public String getColumnFamily() {
public byte[] getColumnFamily() {
return columnFamily;
}
public String getColumnQualifier() {
public byte[] getColumnQualifier() {
return columnQualifier;
}

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@ -27,11 +27,11 @@ import java.util.Collection;
public class PutFlowFile {
private final String tableName;
private final String row;
private final byte[] row;
private final Collection<PutColumn> columns;
private final FlowFile flowFile;
public PutFlowFile(String tableName, String row, Collection<PutColumn> columns, FlowFile flowFile) {
public PutFlowFile(String tableName, byte[] row, Collection<PutColumn> columns, FlowFile flowFile) {
this.tableName = tableName;
this.row = row;
this.columns = columns;
@ -42,7 +42,7 @@ public class PutFlowFile {
return tableName;
}
public String getRow() {
public byte[] getRow() {
return row;
}
@ -55,12 +55,12 @@ public class PutFlowFile {
}
public boolean isValid() {
if (StringUtils.isBlank(tableName) || StringUtils.isBlank(row) || flowFile == null || columns == null || columns.isEmpty()) {
if (StringUtils.isBlank(tableName) || null == row || flowFile == null || columns == null || columns.isEmpty()) {
return false;
}
for (PutColumn column : columns) {
if (StringUtils.isBlank(column.getColumnQualifier()) || StringUtils.isBlank(column.getColumnFamily()) || column.getBuffer() == null) {
if (null == column.getColumnQualifier() || null == column.getColumnFamily() || column.getBuffer() == null) {
return false;
}
}

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@ -271,16 +271,18 @@ public class HBase_1_1_2_ClientService extends AbstractControllerService impleme
// Create one Put per row....
final Map<String, Put> rowPuts = new HashMap<>();
for (final PutFlowFile putFlowFile : puts) {
Put put = rowPuts.get(putFlowFile.getRow());
//this is used for the map key as a byte[] does not work as a key.
final String rowKeyString = new String(putFlowFile.getRow(), StandardCharsets.UTF_8);
Put put = rowPuts.get(rowKeyString);
if (put == null) {
put = new Put(putFlowFile.getRow().getBytes(StandardCharsets.UTF_8));
rowPuts.put(putFlowFile.getRow(), put);
put = new Put(putFlowFile.getRow());
rowPuts.put(rowKeyString, put);
}
for (final PutColumn column : putFlowFile.getColumns()) {
put.addColumn(
column.getColumnFamily().getBytes(StandardCharsets.UTF_8),
column.getColumnQualifier().getBytes(StandardCharsets.UTF_8),
column.getColumnFamily(),
column.getColumnQualifier(),
column.getBuffer());
}
}
@ -290,13 +292,13 @@ public class HBase_1_1_2_ClientService extends AbstractControllerService impleme
}
@Override
public void put(final String tableName, final String rowId, final Collection<PutColumn> columns) throws IOException {
public void put(final String tableName, final byte[] rowId, final Collection<PutColumn> columns) throws IOException {
try (final Table table = connection.getTable(TableName.valueOf(tableName))) {
Put put = new Put(rowId.getBytes(StandardCharsets.UTF_8));
Put put = new Put(rowId);
for (final PutColumn column : columns) {
put.addColumn(
column.getColumnFamily().getBytes(StandardCharsets.UTF_8),
column.getColumnQualifier().getBytes(StandardCharsets.UTF_8),
column.getColumnFamily(),
column.getColumnQualifier(),
column.getBuffer());
}
table.put(put);
@ -428,4 +430,8 @@ public class HBase_1_1_2_ClientService extends AbstractControllerService impleme
return Bytes.toBytes(s);
}
@Override
public byte[] toBytesBinary(String s) {
return Bytes.toBytesBinary(s);
}
}

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@ -195,9 +195,9 @@ public class TestHBase_1_1_2_ClientService {
final String columnQualifier = "qualifier1";
final String content = "content1";
final Collection<PutColumn> columns = Collections.singletonList(new PutColumn(columnFamily, columnQualifier,
final Collection<PutColumn> columns = Collections.singletonList(new PutColumn(columnFamily.getBytes(StandardCharsets.UTF_8), columnQualifier.getBytes(StandardCharsets.UTF_8),
content.getBytes(StandardCharsets.UTF_8)));
final PutFlowFile putFlowFile = new PutFlowFile(tableName, row, columns, null);
final PutFlowFile putFlowFile = new PutFlowFile(tableName, row.getBytes(StandardCharsets.UTF_8), columns, null);
final TestRunner runner = TestRunners.newTestRunner(TestProcessor.class);
@ -234,13 +234,15 @@ public class TestHBase_1_1_2_ClientService {
final String content1 = "content1";
final String content2 = "content2";
final Collection<PutColumn> columns1 = Collections.singletonList(new PutColumn(columnFamily, columnQualifier,
final Collection<PutColumn> columns1 = Collections.singletonList(new PutColumn(columnFamily.getBytes(StandardCharsets.UTF_8),
columnQualifier.getBytes(StandardCharsets.UTF_8),
content1.getBytes(StandardCharsets.UTF_8)));
final PutFlowFile putFlowFile1 = new PutFlowFile(tableName, row, columns1, null);
final PutFlowFile putFlowFile1 = new PutFlowFile(tableName, row.getBytes(StandardCharsets.UTF_8), columns1, null);
final Collection<PutColumn> columns2 = Collections.singletonList(new PutColumn(columnFamily, columnQualifier,
final Collection<PutColumn> columns2 = Collections.singletonList(new PutColumn(columnFamily.getBytes(StandardCharsets.UTF_8),
columnQualifier.getBytes(StandardCharsets.UTF_8),
content2.getBytes(StandardCharsets.UTF_8)));
final PutFlowFile putFlowFile2 = new PutFlowFile(tableName, row, columns2, null);
final PutFlowFile putFlowFile2 = new PutFlowFile(tableName, row.getBytes(StandardCharsets.UTF_8), columns2, null);
final TestRunner runner = TestRunners.newTestRunner(TestProcessor.class);
@ -282,13 +284,15 @@ public class TestHBase_1_1_2_ClientService {
final String content1 = "content1";
final String content2 = "content2";
final Collection<PutColumn> columns1 = Collections.singletonList(new PutColumn(columnFamily, columnQualifier,
final Collection<PutColumn> columns1 = Collections.singletonList(new PutColumn(columnFamily.getBytes(StandardCharsets.UTF_8),
columnQualifier.getBytes(StandardCharsets.UTF_8),
content1.getBytes(StandardCharsets.UTF_8)));
final PutFlowFile putFlowFile1 = new PutFlowFile(tableName, row1, columns1, null);
final PutFlowFile putFlowFile1 = new PutFlowFile(tableName, row1.getBytes(StandardCharsets.UTF_8), columns1, null);
final Collection<PutColumn> columns2 = Collections.singletonList(new PutColumn(columnFamily, columnQualifier,
final Collection<PutColumn> columns2 = Collections.singletonList(new PutColumn(columnFamily.getBytes(StandardCharsets.UTF_8),
columnQualifier.getBytes(StandardCharsets.UTF_8),
content2.getBytes(StandardCharsets.UTF_8)));
final PutFlowFile putFlowFile2 = new PutFlowFile(tableName, row2, columns2, null);
final PutFlowFile putFlowFile2 = new PutFlowFile(tableName, row2.getBytes(StandardCharsets.UTF_8), columns2, null);
final TestRunner runner = TestRunners.newTestRunner(TestProcessor.class);