前不久在研究Datax,需要实现Oracle增加更新,因为当前OracleWriter和MysqlWriter不同,不支持配置writeMode参数。
参考其它博主的步骤,对Datax二次开发,亲测有效,步骤如下:
一、修改OracleWriter.java
删除限制
二、修改WriterUtil.java
添加oracle数据插入类型转换
public static String getWriteTemplate(List<String> columnHolders, List<String> valueHolders, String writeMode, DataBaseType dataBaseType, boolean forceUseUpdate) {
boolean isWriteModeLegal = writeMode.trim().toLowerCase().startsWith("insert")
|| writeMode.trim().toLowerCase().startsWith("replace")
|| writeMode.trim().toLowerCase().startsWith("update");
if (!isWriteModeLegal) {
throw DataXException.asDataXException(DBUtilErrorCode.ILLEGAL_VALUE,
String.format("您所配置的 writeMode:%s 错误. 因为DataX 目前仅支持replace,update 或 insert 方式. 请检查您的配置并作出修改.", writeMode));
}
// && writeMode.trim().toLowerCase().startsWith("replace")
String writeDataSqlTemplate;
if (forceUseUpdate ||
((dataBaseType == DataBaseType.MySql || dataBaseType == DataBaseType.Tddl) && writeMode.trim().toLowerCase().startsWith("update"))
) {
//update只在mysql下使用
writeDataSqlTemplate = new StringBuilder()
.append("INSERT INTO %s (").append(StringUtils.join(columnHolders, ","))
.append(") VALUES(").append(StringUtils.join(valueHolders, ","))
.append(")")
.append(onDuplicateKeyUpdateString(columnHolders))
.toString();
} else {
// Oracle update语句生成
if (dataBaseType == DataBaseType.Oracle && writeMode.trim().toLowerCase().startsWith("update")) {
writeDataSqlTemplate = new StringBuilder()
.append(onMergeIntoDoString(writeMode, columnHolders, valueHolders))
.append("INSERT (")
.append(StringUtils.join(columnHolders, ","))
.append(") VALUES(").append(StringUtils.join(valueHolders, ","))
.append(")").toString();
} else {
if (writeMode.trim().toLowerCase().startsWith("update")) {
writeMode = "replace";
}
writeDataSqlTemplate = new StringBuilder().append(writeMode)
.append(" INTO %s (").append(StringUtils.join(columnHolders, ","))
.append(") VALUES(").append(StringUtils.join(valueHolders, ","))
.append(")").toString();
}
}
return writeDataSqlTemplate;
}
增加onMergeIntoDoString方法
// 新增方法,支持oracle update增量写数据,生成MERGE INTO语句
public static String onMergeIntoDoString(String merge, List<String> columnHolders, List<String> valueHolders) {
String[] sArray = getStrings(merge);
StringBuilder sb = new StringBuilder();
sb.append("MERGE INTO %s A USING ( SELECT ");
boolean first = true;
boolean first1 = true;
StringBuilder str = new StringBuilder();
StringBuilder update = new StringBuilder();
for (String columnHolder : columnHolders) {
if (Arrays.asList(sArray).contains(columnHolder)) {
if (!first) {
sb.append(",");
str.append(" AND ");
} else {
first = false;
}
str.append("TMP.").append(columnHolder);
sb.append("?");
str.append(" = ");
sb.append(" AS ");
str.append("A.").append(columnHolder);
sb.append(columnHolder);
}
}
for (String columnHolder : columnHolders) {
if (!Arrays.asList(sArray).contains(columnHolder)) {
if (!first1) {
update.append(",");
} else {
first1 = false;
}
update.append(columnHolder);
update.append(" = ");
update.append("?");
}
}
sb.append(" FROM DUAL ) TMP ON (");
sb.append(str);
sb.append(" ) WHEN MATCHED THEN UPDATE SET ");
sb.append(update);
sb.append(" WHEN NOT MATCHED THEN ");
LOG.info("update sql => {}", sb.toString());
return sb.toString();
}
// 解析".json"配置中"writeMode"参数
public static String[] getStrings(String merge) {
merge = merge.replace("update", "");
merge = merge.replace("(", "");
merge = merge.replace(")", "");
merge = merge.replace(" ", "");
return merge.split(",");
}
三、CommonRdbmsWriter
public void startWriteWithConnection(RecordReceiver recordReceiver, TaskPluginCollector taskPluginCollector, Connection connection) {
this.taskPluginCollector = taskPluginCollector;
// 以下代码为支持oracl update增量写数据
List<String> columns = new ArrayList<String>();
List<String> columnsOne = new ArrayList<String>();
List<String> columnsTwo = new ArrayList<String>();
if (this.dataBaseType == DataBaseType.Oracle && this.writeMode.trim().toLowerCase().startsWith("update")) {
String merge = this.writeMode;
String[] sArray = WriterUtil.getStrings(merge);
int size = this.columns.size();
int i = 0;
for (int j = 0; j < size; j++) {
if (Arrays.asList(sArray).contains(this.columns.get(j))) {
columnsOne.add(this.columns.get(j));
}
}
for (int j = 0; j < size; j++) {
if (!Arrays.asList(sArray).contains(this.columns.get(j))) {
columnsTwo.add(this.columns.get(j));
}
}
for (String column : columnsOne) {
columns.add(i, column);
i++;
}
for (String column : columnsTwo) {
columns.add(i, column);
i++;
}
columns.addAll(this.columns);
this.resultSetMetaData = DBUtil.getColumnMetaData(connection,
this.table, StringUtils.join(columns, ","));
} else {
this.resultSetMetaData = DBUtil.getColumnMetaData(connection,
this.table, StringUtils.join(this.columns, ","));
}
// oracal update增量写数据支持代码。over
// 用于写入数据的时候的类型根据目的表字段类型转换
// this.resultSetMetaData = DBUtil.getColumnMetaData(connection,
// this.table, StringUtils.join(columns, ","));
// 写数据库的SQL语句
calcWriteRecordSql();
List<Record> writeBuffer = new ArrayList<Record>(this.batchSize);
int bufferBytes = 0;
try {
Record record;
while ((record = recordReceiver.getFromReader()) != null) {
if (record.getColumnNumber() != this.columnNumber) {
// 源头读取字段列数与目的表字段写入列数不相等,直接报错
throw DataXException
.asDataXException(
DBUtilErrorCode.CONF_ERROR,
String.format(
"列配置信息有错误. 因为您配置的任务中,源头读取字段数:%s 与 目的表要写入的字段数:%s 不相等. 请检查您的配置并作出修改.",
record.getColumnNumber(),
this.columnNumber));
}
writeBuffer.add(record);
bufferBytes += record.getMemorySize();
if (writeBuffer.size() >= batchSize || bufferBytes >= batchByteSize) {
doBatchInsert(connection, writeBuffer);
writeBuffer.clear();
bufferBytes = 0;
}
}
if (!writeBuffer.isEmpty()) {
doBatchInsert(connection, writeBuffer);
writeBuffer.clear();
bufferBytes = 0;
}
} catch (Exception e) {
throw DataXException.asDataXException(
DBUtilErrorCode.WRITE_DATA_ERROR, e);
} finally {
writeBuffer.clear();
bufferBytes = 0;
DBUtil.closeDBResources(null, null, connection);
}
}
protected void doBatchInsert(Connection connection, List<Record> buffer)
throws SQLException {
PreparedStatement preparedStatement = null;
try {
connection.setAutoCommit(false);
preparedStatement = connection
.prepareStatement(this.writeRecordSql);
// 以下代码为支持oracle update增量写数据
LOG.info("For {}",this.writeMode + "data to Oracle");
if (this.dataBaseType == DataBaseType.Oracle && this.writeMode.trim().toLowerCase().startsWith("update")) {
String merge = this.writeMode;
String[] sArray = WriterUtil.getStrings(merge);
for (Record record : buffer) {
List<Column> recordOne = new ArrayList<Column>();
for (int j = 0; j < this.columns.size(); j++) {
if (Arrays.asList(sArray).contains(this.columns.get(j))) {
recordOne.add(record.getColumn(j));
}
}
for (int j = 0; j < this.columns.size(); j++) {
if (!Arrays.asList(sArray).contains(this.columns.get(j))) {
recordOne.add(record.getColumn(j));
}
}
for (int j = 0; j < this.columns.size(); j++) {
recordOne.add(record.getColumn(j));
}
for (int j = 0; j < recordOne.size(); j++) {
record.setColumn(j, recordOne.get(j));
}
preparedStatement = fillPreparedStatement(
preparedStatement, record, this.writeMode);
preparedStatement.addBatch();
}
} else {
for (Record record : buffer) {
preparedStatement = fillPreparedStatement(
preparedStatement, record);
preparedStatement.addBatch();
}
}
// 支持oracle update增量写数据代码。over
preparedStatement.executeBatch();
connection.commit();
} catch (SQLException e) {
LOG.warn("回滚此次写入, 采用每次写入一行方式提交. 因为:" + e.getMessage());
connection.rollback();
doOneInsert(connection, buffer);
} catch (Exception e) {
throw DataXException.asDataXException(
DBUtilErrorCode.WRITE_DATA_ERROR, e);
} finally {
DBUtil.closeDBResources(preparedStatement, null);
}
}
// 为支持oracle update
protected PreparedStatement fillPreparedStatement(PreparedStatement preparedStatement, Record record, String writeMode)
throws SQLException {
for (int i = 0; i < record.getColumnNumber(); i++) {
int columnSqltype = this.resultSetMetaData.getMiddle().get(i);
preparedStatement = fillPreparedStatementColumnType(preparedStatement, i, columnSqltype, record.getColumn(i));
}
return preparedStatement;
}
以上配置的底层实现SQL,是Oracle 的MERGE语句。
MERGE INTO T_TEST A USING ( SELECT ? AS ID,? AS USERNAME FROM DUAL ) TMP
ON (TMP.ID = A.ID AND TMP.USERNAME = A.USERNAME )
WHEN MATCHED THEN UPDATE SET AGE = ?
WHEN NOT MATCHED THEN INSERT (ID,USERNAME,AGE) VALUES(?,?,?)