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小編給大家分享一下hbase-0.96.x相對hbase-0.94.x有什么改變,相信大部分人都還不怎么了解,因此分享這篇文章給大家參考一下,希望大家閱讀完這篇文章后大有收獲,下面讓我們一起去了解一下吧!
環境:
Hadoop:hadoop-2.2.0
hbase:hbase-0.96.0
1.org.apache.hadoop.hbase.client.Put
<1>取消了無參的構造方法
<2>Put類不再繼承Writable類
0.94.6時public class Put extends Mutation implements HeapSize, Writable, Comparable<Row>
0.96.0時public class Put extends Mutation implements HeapSize, Comparable<Row>
解決方法:
由public class MonthUserLoginTimeIndexReducer extends Reducer<BytesWritable,MonthUserLoginTimeIndexWritable, ImmutableBytesWritable, Writable> {
改public class MonthUserLoginTimeIndexReducer extends Reducer<BytesWritable,MonthUserLoginTimeIndexWritable, ImmutableBytesWritable, Put> {
2.org.apache.hadoop.hbase.client.Mutation.familyMap
org.apache.hadoop.hbase.client.Mutation.familyMap類型改變:
/**
* 0.94.6
* protected Map<byte[],List<KeyValue>> familyMap
*
* 0.96.*
* protected NavigableMap<byte[],List<Cell>> familyMap
* org.apache.hadoop.hbase.Cell hbase-0.94.*中是沒有的
*/
org.apache.hadoop.hbase.KeyValue的改變:
/**
* 0.94.*
* public class KeyValue extends Object implements Writable, HeapSize
*
* 0.96.0
* public class KeyValue extends Object implements Cell, HeapSize, Cloneable
*/
解決方法:將代碼中的List<KeyValue>改成List<Cell>
3. org.apache.hadoop.hbase.KeyValue
0.96.0中方法getFamily已被棄用(Deprecated),改成方法getFamilyArray()
4.org.apache.hadoop.hbase.HTableDescriptor
類org.apache.hadoop.hbase.HTableDescriptor的構造方法public HTableDescriptor(String name)已被棄用(Deprecated)
解決方法:使用public HTableDescriptor(TableName name)
舊:HTableDescriptor tableDesc = new HTableDescriptor(tableName);
新:HTableDescriptor tableDesc = new HTableDescriptor(TableName.valueOf(tableName));
5.org.apache.hadoop.hbase.client.HTablePool
類org.apache.hadoop.hbase.client.HTablePool整個被棄用(Deprecated)
解決方法:使用HConnection.getTable(String)代替,HConnection是個接口,類CoprocessorHConnection是它唯一的實現類:
HRegionServer hRegionServer = new HRegionServer(conf) ;
HConnection connection = HConnectionManager.createConnection(conf);
hConnection = new CoprocessorHConnection(connection,hRegionServer);
6.org.apache.hadoop.hbase.client.Result
方法public KeyValue[] raw()被棄用(Deprecated),建議使用public Cell[] rawCells()
方法getRow被棄用(Deprecated)
方法getFamily被棄用(Deprecated)
方法getQualifier被棄用(Deprecated)
方法getValue被棄用(Deprecated)
方法public List<KeyValue> getColumn(byte[] family,byte[] qualifier)被棄用(Deprecated)
方法public KeyValue getColumnLatest(byte[] family,byte[] qualifier)被棄用(Deprecated)
Cell中:改成以下方法
getRowArray()
getFamilyArray()
getQualifierArray()
getValueArray()
Result中:增加如下方法
public List<KeyValue> getColumnCells(byte[] family,byte[] qualifier)
public KeyValue getColumnLatestCell(byte[] family,byte[] qualifier)
改動:所有ipeijian_data中凡是和【新增用戶活躍用戶流失用戶】相關的都做如下變化:
舊代碼:if (value.raw().length == 1
新代碼:if (value.rawCells().length == 1
7.job中設置TableInputFormat.SCAN
0.96.0中去掉了方法:public void write(DataOutput out)throws IOException
之前版本使用conf.set(TableInputFormat.SCAN, StatUtils.convertScanToString(scan));進行設置
StatUtils.convertScanToString的具體實現為:
public static String convertScanToString(Scan scan) throws IOException {
ByteArrayOutputStream out = new ByteArrayOutputStream();
DataOutputStream dos = new DataOutputStream(out);
scan.write(dos);
return Base64.encodeBytes(out.toByteArray());
}
該方法的實現與TableMapReduceUtil.convertScanToString(Scan scan)是一樣的。
但是當hbase升級到了0.96.*是對于類Scan棄用(不僅僅是Deprecated,而是Deleted)了方法write,所以上面
的實現變為不正確
hbase0.96.*中對該方法進行了重新的實現:
public static String convertScanToString(Scan scan) throws IOException {
ClientProtos.Scan proto = ProtobufUtil.toScan(scan);
return Base64.encodeBytes(proto.toByteArray());
}
所以做如下更改:
StatUtils類中方法convertScanToString的實現做如上更改以適配hbase0.96.*
8.cn.m15.ipj.db.hbase.MyPut
自定義的Put類,比傳統的Put類多一個length,原版和新版代碼比較:
原版:(紅色字體為API變為新版時報錯的地方)
public class MyPut extends Put {
public MyPut(byte[] row, int length) {
//原因是put的無參構造方法已經在新本中消失
if (row == null || length > HConstants.MAX_ROW_LENGTH) {
throw new IllegalArgumentException(“Row key is invalid”);
}
this.row = Arrays.copyOf(row, length);
this.ts = HConstants.LATEST_TIMESTAMP;
}
public MyPut add(byte[] family, byte[] qualifier, long ts, byte[] value,int length) {
List<KeyValue> list = getKeyValueList(family);
KeyValue kv = createPutKeyValue(family, qualifier, ts, value, length);
list.add(kv);
familyMap.put(kv.getFamily(), list);
//familyMap的類型已經改變
return this;
}
private List<KeyValue> getKeyValueList(byte[] family) {
List<KeyValue> list = familyMap.get(family);
//familyMap的類型已經改變
if (list == null) {
list = new ArrayList<KeyValue>(0);
}
return list;
}
private KeyValue createPutKeyValue(byte[] family, byte[] qualifier,long ts, byte[] value, int length) {
return new KeyValue(this.row, 0, this.row.length, family, 0,
family.length, qualifier, 0, qualifier.length, ts,
KeyValue.Type.Put, value, 0, length);
}
}
更改之后:
public MyPut(byte[] row, int length) {
super(row,length);
//新增加
if (row == null || length > HConstants.MAX_ROW_LENGTH) {
throw new IllegalArgumentException(“Row key is invalid”);
}
this.row = Arrays.copyOf(row, length);
this.ts = HConstants.LATEST_TIMESTAMP;
}
public MyPut add(byte[] family, byte[] qualifier, long ts, byte[] value,int length) {
List<Cell> list = getCellsList(family);
KeyValue kv = createPutKeyValue(family, qualifier, ts, value, length);
list.add(kv);
familyMap.put(CellUtil.cloneFamily(kv), list);
return this;
}
private List<Cell> getCellsList(byte[] family) {
List<Cell> list = familyMap.get(family);
if (list == null) {
list = new ArrayList<Cell>(0);
}
return list;
}
private KeyValue createPutKeyValue(byte[] family, byte[] qualifier,long ts, byte[] value, int length) {
return new KeyValue(this.row, 0, this.row.length, family, 0,family.length, qualifier, 0, qualifier.length, ts,
KeyValue.Type.Put, value, 0, length);
}
}
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