I have to perform a large number of inserts (in this instance 27k) and I want to find an optimal to do this. Right now this is the code that I have. As you can see I’m using prepared statement and batches and I’m executing every 1000 ( I have also tried with a lesser number such as 10 and 100 but the time was again way to long). One thing which is omitted from the query is that there is an auto-generated ID if it is of any matter to the issue:
private void parseIndividualReads(String file, DBAccessor db) {
BufferedReader reader;
try {
Connection con = db.getCon();
PreparedStatement statement = null;
statement = con.prepareStatement("INSERT INTO `vgsan01_process_log`.`contigs_and_large_singletons` (`seq_id` ,`length` ,`ws_id` ,`num_of_reads`) VALUES (?, ?, ?, ?)");
long count = 0;
reader = new BufferedReader(new FileReader(logDir + "/" + file));
String line;
while ((line = reader.readLine()) != null) {
if(count != 0 && count % 1000 == 0)
statement.executeBatch();
if (line.startsWith(">")) {
count++;
String res[] = parseHeader(line);
statement.setString(1, res[0]);
statement.setInt(2, Integer.parseInt(res[1]) );
statement.setInt(3, id);
statement.setInt(4, -1);
statement.addBatch();
}
}
statement.executeBatch();
} catch (FileNotFoundException ex) {
Logger.getLogger(VelvetStats.class.getName()).log(Level.SEVERE, "Error opening file: " + file, ex);
} catch (IOException ex) {
Logger.getLogger(VelvetStats.class.getName()).log(Level.SEVERE, "Error reading from file: " + file, ex);
} catch (SQLException ex) {
Logger.getLogger(VelvetStats.class.getName()).log(Level.SEVERE, "Error inserting individual statistics " + file, ex);
}
}
Any other tips regarding what might be changed in order to speed up the process. I mean a single insert statement doesn’t have much information – I’d say no more than 50 characters for all 4 columns
EDIT:
Okay following the advice given I have restructured the method as follows. The speed up is immense. You could even try and play with the 1000 value which might yield better results:
private void parseIndividualReads(String file, DBAccessor db) {
BufferedReader reader;
PrintWriter writer;
try {
Connection con = db.getCon();
con.setAutoCommit(false);
Statement st = con.createStatement();
StringBuilder sb = new StringBuilder(10000);
reader = new BufferedReader(new FileReader(logDir + "/" + file));
writer = new PrintWriter(new BufferedWriter(new FileWriter(logDir + "/velvet-temp-contigs", true)), true);
String line;
long count = 0;
while ((line = reader.readLine()) != null) {
if (count != 0 && count % 1000 == 0) {
sb.deleteCharAt(sb.length() - 1);
st.executeUpdate("INSERT INTO `vgsan01_process_log`.`contigs_and_large_singletons` (`seq_id` ,`length` ,`ws_id` ,`num_of_reads`) VALUES " + sb);
sb.delete(0, sb.capacity());
count = 0;
}
//we basically build a giant VALUES (),(),()... string that we use for insert
if (line.startsWith(">")) {
count++;
String res[] = parseHeader(line);
sb.append("('" + res[0] + "','" + res[1] + "','" + id + "','" + "-1'" + "),");
}
}
//insert all the remaining stuff
sb.deleteCharAt(sb.length() - 1);
st.executeUpdate("INSERT INTO `vgsan01_process_log`.`contigs_and_large_singletons` (`seq_id` ,`length` ,`ws_id` ,`num_of_reads`) VALUES " + sb);
con.commit();
} catch (FileNotFoundException ex) {
Logger.getLogger(VelvetStats.class.getName()).log(Level.SEVERE, "Error opening file: " + file, ex);
} catch (IOException ex) {
Logger.getLogger(VelvetStats.class.getName()).log(Level.SEVERE, "Error reading from file: " + file, ex);
} catch (SQLException ex) {
Logger.getLogger(VelvetStats.class.getName()).log(Level.SEVERE, "Error working with mysql", ex);
}
}
You have other solutions.
“INSERT INTO mytable (col1,col2) VALUES (val1,val2),(val3,val4),…”
But I would recommend the 1st solution.