使用 Java 从 csv 批量插入到 Oracle 数据库中的 table
Bulk insert from a csv to a table in an Oracle DB using Java
我正在尝试使用 java 在 Oracle 数据库中插入 table。我正在使用 OpenCSV 逐行读取一个 csv 文件。 csv 大约有 50000 行和 9 列。这是我的一些代码:
/* Create Connection objects */
Class.forName ("oracle.jdbc.OracleDriver");
Connection conn = DriverManager.getConnection("jdbc:oracle:thin:@HoSt", "UsErNaMe", "PaSsWoRd");
PreparedStatement sql_statement = null;
String jdbc_insert_sql = "INSERT INTO METATADA_AUTOSYS"
+ "(MACH_NAME,JOB_NAME,SCRIPT_COMMAND,APPLICATION_NAME,JOB_ID,STATUS,CREATE_DATE,LAST_START_DT,LAST_END_DT) VALUES"
+ "(?,?,?,?,?,?,?,?,?)";
sql_statement = conn.prepareStatement(jdbc_insert_sql);
/* Read CSV file in OpenCSV */
String inputCSVFile = "C:/Users/conwacx/Desktop/meta_auto_v3/Autosys_Metadata.csv";
CSVReader reader = new CSVReader(new FileReader(inputCSVFile));
String [] nextLine;
int lnNum = 0;
int batchSize = 5000;
//loop file , add records to batch
try{
while ((nextLine = reader.readNext()) != null) {
lnNum++;
/* Bind CSV file input to table columns */
sql_statement.setString(1, nextLine[0]);
sql_statement.setString(2,nextLine[1]);
sql_statement.setString(3,nextLine[2]);
sql_statement.setString(4,nextLine[3]);
sql_statement.setString(5,nextLine[4]); //setInt(Integer.parseInt(nextLine[4].trim());
sql_statement.setString(6,nextLine[5]);
sql_statement.setObject(7, nextLine[5]);
sql_statement.setString(8,nextLine[7]);
sql_statement.setString(9,nextLine[8]);
sql_statement.addBatch();
// Add the record to batch
if (++batchSize % 5000 == 0){
sql_statement.executeBatch();
}
}
sql_statement.executeBatch();
}
catch(SQLException e){
e.printStackTrace();
}
//Perform a bulk batch insert
int[] totalRecords = new int[7];
try {
totalRecords = sql_statement.executeBatch();
} catch(BatchUpdateException e) {
//handle exception for failed records here
totalRecords = e.getUpdateCounts();
} catch(SQLException ex){
ex.printStackTrace();
}
System.out.println ("Total records inserted in bulk from CSV file " + totalRecords.length);
/* Close prepared statement */
sql_statement.close();
/* COMMIT transaction */
conn.commit();
/* Close connection */
conn.close();
}
我在 运行 时没有收到错误。它正在打印:
Total records inserted in bulk from CSV file 0
table 未使用 Oracle 中的新值进行更新。有什么建议么?
如果达到批量大小,只执行一次sql_statement.executeBatch()
。
executeBatch()
正在返回一个包含结果的数组(受影响的行数)。
所以你必须添加数组的每个元素来计算总数。
执行批处理的条件也不对
我无法证明,但我会像这样更改您的示例(仅更改部分):
public void insertData() throws ClassNotFoundException, SQLException, IOException {
/* Create Connection objects */
Class.forName("oracle.jdbc.OracleDriver");
String jdbc_insert_sql = "INSERT INTO METATADA_AUTOSYS"
+ "(MACH_NAME,JOB_NAME,SCRIPT_COMMAND,APPLICATION_NAME,JOB_ID,STATUS,CREATE_DATE,LAST_START_DT,LAST_END_DT) VALUES"
+ "(?,?,?,?,?,?,?,?,?)";
int totalRecords = 0;
final int batchSize = 5000;
/* Read CSV file in OpenCSV */
String inputCSVFile = "C:/Users/conwacx/Desktop/meta_auto_v3/Autosys_Metadata.csv";
try (CSVReader reader = new CSVReader(new FileReader(inputCSVFile))) {
try (Connection conn = DriverManager.getConnection("jdbc:oracle:thin:@HoSt", "UsErNaMe", "PaSsWoRd")) {
try (PreparedStatement sql_statement = conn.prepareStatement(jdbc_insert_sql);) {
String[] nextLine;
int lnNum = 0;
// loop file , add records to batch
try {
while ((nextLine = reader.readNext()) != null) {
lnNum++;
/* Bind CSV file input to table columns */
sql_statement.setString(1, nextLine[0]);
sql_statement.setString(2, nextLine[1]);
sql_statement.setString(3, nextLine[2]);
sql_statement.setString(4, nextLine[3]);
sql_statement.setString(5, nextLine[4]);
sql_statement.setString(6, nextLine[5]);
sql_statement.setObject(7, nextLine[5]);
sql_statement.setString(8, nextLine[7]);
sql_statement.setString(9, nextLine[8]);
sql_statement.addBatch();
// Add the record to batch
if (lnNum >= batchSize) {
// Perform a bulk batch insert
totalRecords += doExecute(sql_statement);
lnNum = 0;
}
}
// insert the last rows
if ( lnNum >= 0 ) {
totalRecords += doExecute(sql_statement);
}
} catch (SQLException e) {
e.printStackTrace();
}
}
System.out.println("Total records inserted in bulk from CSV file " + totalRecords);
/* COMMIT transaction */
conn.commit();
}
}
}
private int doExecute(PreparedStatement sql_statement) {
int totalRecords = 0;
int[] results = null;
try {
results = sql_statement.executeBatch();
for (int i = 0; i < results.length; i++) {
totalRecords += results[i];
}
} catch (BatchUpdateException e) {
// handle exception for failed records here
results = e.getUpdateCounts();
for (int i = 0; i < results.length; i++) {
totalRecords += results[i];
}
} catch (SQLException ex) {
ex.printStackTrace();
}
return totalRecords;
}
我正在尝试使用 java 在 Oracle 数据库中插入 table。我正在使用 OpenCSV 逐行读取一个 csv 文件。 csv 大约有 50000 行和 9 列。这是我的一些代码:
/* Create Connection objects */
Class.forName ("oracle.jdbc.OracleDriver");
Connection conn = DriverManager.getConnection("jdbc:oracle:thin:@HoSt", "UsErNaMe", "PaSsWoRd");
PreparedStatement sql_statement = null;
String jdbc_insert_sql = "INSERT INTO METATADA_AUTOSYS"
+ "(MACH_NAME,JOB_NAME,SCRIPT_COMMAND,APPLICATION_NAME,JOB_ID,STATUS,CREATE_DATE,LAST_START_DT,LAST_END_DT) VALUES"
+ "(?,?,?,?,?,?,?,?,?)";
sql_statement = conn.prepareStatement(jdbc_insert_sql);
/* Read CSV file in OpenCSV */
String inputCSVFile = "C:/Users/conwacx/Desktop/meta_auto_v3/Autosys_Metadata.csv";
CSVReader reader = new CSVReader(new FileReader(inputCSVFile));
String [] nextLine;
int lnNum = 0;
int batchSize = 5000;
//loop file , add records to batch
try{
while ((nextLine = reader.readNext()) != null) {
lnNum++;
/* Bind CSV file input to table columns */
sql_statement.setString(1, nextLine[0]);
sql_statement.setString(2,nextLine[1]);
sql_statement.setString(3,nextLine[2]);
sql_statement.setString(4,nextLine[3]);
sql_statement.setString(5,nextLine[4]); //setInt(Integer.parseInt(nextLine[4].trim());
sql_statement.setString(6,nextLine[5]);
sql_statement.setObject(7, nextLine[5]);
sql_statement.setString(8,nextLine[7]);
sql_statement.setString(9,nextLine[8]);
sql_statement.addBatch();
// Add the record to batch
if (++batchSize % 5000 == 0){
sql_statement.executeBatch();
}
}
sql_statement.executeBatch();
}
catch(SQLException e){
e.printStackTrace();
}
//Perform a bulk batch insert
int[] totalRecords = new int[7];
try {
totalRecords = sql_statement.executeBatch();
} catch(BatchUpdateException e) {
//handle exception for failed records here
totalRecords = e.getUpdateCounts();
} catch(SQLException ex){
ex.printStackTrace();
}
System.out.println ("Total records inserted in bulk from CSV file " + totalRecords.length);
/* Close prepared statement */
sql_statement.close();
/* COMMIT transaction */
conn.commit();
/* Close connection */
conn.close();
}
我在 运行 时没有收到错误。它正在打印:
Total records inserted in bulk from CSV file 0
table 未使用 Oracle 中的新值进行更新。有什么建议么?
如果达到批量大小,只执行一次sql_statement.executeBatch()
。
executeBatch()
正在返回一个包含结果的数组(受影响的行数)。
所以你必须添加数组的每个元素来计算总数。
执行批处理的条件也不对
我无法证明,但我会像这样更改您的示例(仅更改部分):
public void insertData() throws ClassNotFoundException, SQLException, IOException {
/* Create Connection objects */
Class.forName("oracle.jdbc.OracleDriver");
String jdbc_insert_sql = "INSERT INTO METATADA_AUTOSYS"
+ "(MACH_NAME,JOB_NAME,SCRIPT_COMMAND,APPLICATION_NAME,JOB_ID,STATUS,CREATE_DATE,LAST_START_DT,LAST_END_DT) VALUES"
+ "(?,?,?,?,?,?,?,?,?)";
int totalRecords = 0;
final int batchSize = 5000;
/* Read CSV file in OpenCSV */
String inputCSVFile = "C:/Users/conwacx/Desktop/meta_auto_v3/Autosys_Metadata.csv";
try (CSVReader reader = new CSVReader(new FileReader(inputCSVFile))) {
try (Connection conn = DriverManager.getConnection("jdbc:oracle:thin:@HoSt", "UsErNaMe", "PaSsWoRd")) {
try (PreparedStatement sql_statement = conn.prepareStatement(jdbc_insert_sql);) {
String[] nextLine;
int lnNum = 0;
// loop file , add records to batch
try {
while ((nextLine = reader.readNext()) != null) {
lnNum++;
/* Bind CSV file input to table columns */
sql_statement.setString(1, nextLine[0]);
sql_statement.setString(2, nextLine[1]);
sql_statement.setString(3, nextLine[2]);
sql_statement.setString(4, nextLine[3]);
sql_statement.setString(5, nextLine[4]);
sql_statement.setString(6, nextLine[5]);
sql_statement.setObject(7, nextLine[5]);
sql_statement.setString(8, nextLine[7]);
sql_statement.setString(9, nextLine[8]);
sql_statement.addBatch();
// Add the record to batch
if (lnNum >= batchSize) {
// Perform a bulk batch insert
totalRecords += doExecute(sql_statement);
lnNum = 0;
}
}
// insert the last rows
if ( lnNum >= 0 ) {
totalRecords += doExecute(sql_statement);
}
} catch (SQLException e) {
e.printStackTrace();
}
}
System.out.println("Total records inserted in bulk from CSV file " + totalRecords);
/* COMMIT transaction */
conn.commit();
}
}
}
private int doExecute(PreparedStatement sql_statement) {
int totalRecords = 0;
int[] results = null;
try {
results = sql_statement.executeBatch();
for (int i = 0; i < results.length; i++) {
totalRecords += results[i];
}
} catch (BatchUpdateException e) {
// handle exception for failed records here
results = e.getUpdateCounts();
for (int i = 0; i < results.length; i++) {
totalRecords += results[i];
}
} catch (SQLException ex) {
ex.printStackTrace();
}
return totalRecords;
}