# Java SDK Quickstart Notice: The Java SDK currently only supports the cluster version, and the standalone version is planned to be supported in the next version v0.5.0. ## 1. Java SDK package installation ### Java SDK package installation on Linux configure maven pom ```xml com.4paradigm.openmldb openmldb-jdbc 0.4.3 com.4paradigm.openmldb openmldb-native 0.4.3 ``` ### Java SDK package installation on Mac configure maven pom ```xml com.4paradigm.openmldb openmldb-jdbc 0.4.3 com.4paradigm.openmldb openmldb-native 0.4.3-macos ``` Notice: Since openmldb-native contains the C++ static library compiled by OpenMLDB, the default is the linux static library. On macOS, the version of the above openmldb-native needs to be changed to `0.4.3-macos`, and the version of openmldb-jdbc remains unchanged . ## 2. Java SDK Quick Start ### 2.1 Create SqlClusterExecutor First, configure the OpenMLDB connection parameters ```java SdkOption option = new SdkOption(); option.setZkCluster("127.0.0.1:2181"); option.setZkPath("/openmldb"); option.setSessionTimeout(10000); option.setRequestTimeout(60000); ``` Next, create an Executor using SdkOption. SqlClusterExecutor is thread-safe to execute SQL operations. In the actual environment, just create one `SqlClusterExecutor`: ```java sqlExecutor = new SqlClusterExecutor(option); ``` ### 2.2 Create database Create a database using the `SqlClusterExecutor::createDB()` interface: ```java sqlExecutor.createDB("db_test"); ``` ### 2.3 Create table Create a table using the `SqlClusterExecutor::executeDDL(db, createTableSql)` interface: ```java String createTableSql = "create table trans(c1 string,\n" + " c3 int,\n" + " c4 bigint,\n" + " c5 float,\n" + " c6 double,\n" + "c7 timestamp,\n" + " c8 date,\n" + "index(key=c1, ts=c7));"; sqlExecutor.executeDDL("", createTableSql); ``` ### 2.4 Insert data into the table #### 2.4.1 Insert data directly The first step, use the `SqlClusterExecutor::getInsertPreparedStmt(db, insertSql)` interface to get the InsertPrepareStatement. The second step, use the `Statement::execute()` interface to execute the insert statement. ```java String insertSql = "insert into trans values(\"aa\",23,33,1.4,2.4,1590738993000,\"2020-05-04\");"; PreparedStatement pstmt = null; try { pstmt = sqlExecutor.getInsertPreparedStmt(db, insertSql); Assert.assertTrue(pstmt.execute()); } catch (SQLException e) { e.printStackTrace(); Assert.fail(); } finally { if (pstmt != null) { try { // PrepareStatement must be closed after it is used up pstmt.close(); } catch (SQLException throwables) { throwables.printStackTrace(); } } } ``` #### 2.4.2 Use placeholder to execute insert statement The first step, use the `SqlClusterExecutor::getInsertPreparedStmt(db, insertSqlWithPlaceHolder)` interface to get the InsertPrepareStatement. The second step, call the `PreparedStatement::setType(index, value)` interface to fill data into InsertPrepareStatement. The third step, use the `Statement::execute()` interface to execute the insert statement. ```java String insertSqlWithPlaceHolder = "insert into trans values(\"aa\", ?, 33, ?, 2.4, 1590738993000, \"2020-05-04\");"; PreparedStatement pstmt = null; try { pstmt = sqlExecutor.getInsertPreparedStmt(db, insertSqlWithPlaceHolder); pstmt.setInt(1, 24); pstmt.setInt(2, 1.5f); pstmt.execute(); } catch (SQLException e) { e.printStackTrace(); Assert.fail(); } finally { if (pstmt != null) { try { // PrepareStatement must be closed after it is used up pstmt.close(); } catch (SQLException throwables) { throwables.printStackTrace(); } } } ``` ### 2.5 Execute SQL batch query Use the `SqlClusterExecutor::executeSQL(selectSql)` interface to execute SQL batch query statements: ```java String selectSql = "select * from trans;"; java.sql.ResultSet result = sqlExecutor.executeSQL(db, selectSql); ``` Access query results: ```java // Access the result set ResultSet, and output the first three columns of data try { while (result.next()) { System.out.println(resultSet.getString(1) + "," + resultSet.getInt(2) "," + resultSet.getLong(3)); } } catch (SQLException e) { e.printStackTrace(); } finally { try { if (result != null) { result.close(); } } catch (SQLException throwables) { throwables.printStackTrace(); } } ``` ### 2.6 SQL Queries in the request mode The first step, use the `SqlClusterExecutor::getRequestPreparedStmt(db, selectSql)` interface to get the RequestPrepareStatement. The second step, call the `PreparedStatement::setType(index, value)` interface to set the request data. Please call the setType interface and configure a legal value according to the data type corresponding to each column in the data table. The third step, call the `Statement::executeQuery()` interface to execute the request query statement. ```java String selectSql = "SELECT c1, c3, sum(c4) OVER w1 as w1_c4_sum FROM trans WINDOW w1 AS " + "(PARTITION BY trans.c1 ORDER BY trans.c7 ROWS BETWEEN 2 PRECEDING AND CURRENT ROW);"; PreparedStatement pstmt = null; ResultSet resultSet = null; /* c1 string,\n" + " c3 int,\n" + " c4 bigint,\n" + " c5 float,\n" + " c6 double,\n" + "c7 timestamp,\n" + " c8 date,\n" + */ try { // The first step, get RequestPrepareStatement pstmt= sqlExecutor.getRequestPreparedStmt(db, selectSql); // The second step, execute the request mode, you need to set a line of request data in RequestPreparedStatement pstmt.setString(1, "bb"); pstmt.setInt(2, 24); pstmt.setLong(3, 34l); pstmt.setFloat(4, 1.5f); pstmt.setDouble(5, 2.5); pstmt.setTimestamp(6, new Timestamp(1590738994000l)); pstmt.setDate(7, Date.valueOf("2020-05-05")); // Calling executeQuery will execute the select sql, the result in resultSet resultSet = pstmt.executeQuery(); // access resultSet Assert.assertEquals(resultSet.getMetaData().getColumnCount(), 3); Assert.assertTrue(resultSet.next()); Assert.assertEquals(resultSet.getString(1), "bb"); Assert.assertEquals(resultSet.getInt(2), 24); Assert.assertEquals(resultSet.getLong(3), 34); // The returned result set of a normal request query contains only one row of results, so the result of the second call to resultSet.next() is false Assert.assertFalse(resultSet.next()); } catch (SQLException e) { e.printStackTrace(); Assert.fail(); } finally { try { if (resultSet != null) { // need to close after result is used up resultSet.close(); } if (pstmt != null) { pstmt.close(); } } catch (SQLException throwables) { throwables.printStackTrace(); } } ``` ### 2.7 Delete table Use the `SqlClusterExecutor::executeDDL(db, dropTableSql)` interface to delete a table: ```java String dropTableSql = "drop table trans;"; sqlExecutor.executeDDL(db, dropTableSql); ``` ### 2.8 Delete database Use the `SqlClusterExecutor::dropDB(db)` interface to drop the specified database: ```java sqlExecutor.dropDB(db); ``` ## 3. A Complete Java SDK usage example ```java import com._4paradigm.openmldb.jdbc.CallablePreparedStatement; import com._4paradigm.openmldb.sdk.*; import com._4paradigm.openmldb.sdk.impl.SqlClusterExecutor; import org.testng.Assert; import java.sql.*; import java.util.ArrayList; import java.util.List; import java.util.concurrent.TimeUnit; public class Demo { private SqlExecutor sqlExecutor = null; private String db = "mydb16"; private String table = "trans"; private String sp = "sp"; public static void main(String[] args) { Demo demo = new Demo(); try { // Initialize the construction of SqlExecutor demo.init(); demo.createDataBase(); demo.createTable(); // Insert by insert statement demo.insertWithoutPlaceholder(); // Insert by way of placeholder. The placeholder method will not compile sql repeatedly, and its performance will be much better than direct insert demo.insertWithPlaceholder(); // Execute the select statement demo.select(); // Execute sql in request mode demo.requestSelect(); // Delete table demo.dropTable(); // Delete the database demo.dropDataBase(); } catch (Exception e) { e.printStackTrace(); } } private void init() throws SqlException { SdkOption option = new SdkOption(); option.setZkCluster("172.27.128.37:7181"); option.setZkPath("/rtidb_wb"); option.setSessionTimeout(10000); option.setRequestTimeout(60000); // sqlExecutor is multi-threaded safe to execute sql operations, and only one can be created in the actual environment sqlExecutor = new SqlClusterExecutor(option); } private void createDataBase() { Assert.assertTrue(sqlExecutor.createDB(db)); } private void dropDataBase() { Assert.assertTrue(sqlExecutor.dropDB(db)); } private void createTable() { String createTableSql = "create table trans(c1 string,\n" + " c3 int,\n" + " c4 bigint,\n" + " c5 float,\n" + " c6 double,\n" + "c7 timestamp,\n" + " c8 date,\n" + "index(key=c1, ts=c7));"; Assert.assertTrue(sqlExecutor.executeDDL(db, createTableSql)); } private void dropTable() { String dropTableSql = "drop table trans;"; Assert.assertTrue(sqlExecutor.executeDDL(db, dropTableSql)); } private void getInputSchema(String selectSql) { try { Schema inputSchema = sqlExecutor.getInputSchema(db, selectSql); Assert.assertEquals(inputSchema.getColumnList().size(), 7); Column column = inputSchema.getColumnList().get(0); Assert.assertEquals(column.getColumnName(), "c1"); Assert.assertEquals(column.getSqlType(), Types.VARCHAR); Assert.assertEquals(column.isConstant(), false); Assert.assertEquals(column.isNotNull(), false); } catch (SQLException throwables) { throwables.printStackTrace(); } } private void insertWithoutPlaceholder() { String insertSql = "insert into trans values(\"aa\",23,33,1.4,2.4,1590738993000,\"2020-05-04\");"; PreparedStatement pstmt = null; try { pstmt = sqlExecutor.getInsertPreparedStmt(db, insertSql); Assert.assertTrue(pstmt.execute()); } catch (SQLException e) { e.printStackTrace(); Assert.fail(); } finally { if (pstmt != null) {try { // PrepareStatement must be closed after it is used up pstmt.close(); } catch (SQLException throwables) { throwables.printStackTrace(); } } } } private void insertWithPlaceholder() { String insertSql = "insert into trans values(\"aa\", ?, 33, ?, 2.4, 1590738993000, \"2020-05-04\");"; PreparedStatement pstmt = null; try { pstmt = sqlExecutor.getInsertPreparedStmt(db, insertSql); ResultSetMetaData metaData = pstmt.getMetaData(); setData(pstmt, metaData); Assert.assertTrue(pstmt.execute()); } catch (SQLException e) { e.printStackTrace(); Assert.fail(); } finally { if (pstmt != null) { try { pstmt.close(); } catch (SQLException throwables) { throwables.printStackTrace(); } } } } private void select() { String selectSql = "select * from trans;"; java.sql.ResultSet result = sqlExecutor.executeSQL(db,selectSql); int num = 0; try { while (result.next()) { num++; } } catch (SQLException e) { e.printStackTrace(); } finally { try { if (result != null) { result.close(); } } catch (SQLException throwables) { throwables.printStackTrace(); } } // result data analysis refer to the requestSelect method below Assert.assertEquals(num, 2); } private void requestSelect() { String selectSql = "SELECT c1, c3, sum(c4) OVER w1 as w1_c4_sum FROM trans WINDOW w1 AS " + "(PARTITION BY trans.c1 ORDER BY trans.c7 ROWS BETWEEN 2 PRECEDING AND CURRENT ROW);"; PreparedStatement pstmt = null; ResultSet resultSet = null; try { pstmt = sqlExecutor.getRequestPreparedStmt(db, selectSql); // If you are executing deployment, you can get preparedstatement by name //pstmt = sqlExecutor.getCallablePreparedStmt(db, deploymentName); ResultSetMetaData metaData = pstmt.getMetaData(); // To execute the request mode, you need to set a line of request data in RequestPreparedStatement setData(pstmt, metaData); // Calling executeQuery will execute the select sql, and then put the result in resultSet resultSet = pstmt.executeQuery(); Assert.assertTrue(resultSet.next()); Assert.assertEquals(resultSet.getMetaData().getColumnCount(), 3); Assert.assertEquals(resultSet.getString(1), "bb"); Assert.assertEquals(resultSet.getInt(2), 24); Assert.assertEquals(resultSet.getLong(3), 34); Assert.assertFalse(resultSet.next()); } catch (SQLException e) { e.printStackTrace(); Assert.fail(); } finally { try { if (resultSet != null) { // need to close after result is used up resultSet.close(); } if (pstmt != null) { pstmt.close(); } } catch (SQLException throwables) { throwables.printStackTrace(); } } } private void batchRequestSelect() { String selectSql = "SELECT c1, c3, sum(c4) OVER w1 as w1_c4_sum FROM trans WINDOW w1 AS " + "(PARTITION BY trans.c1 ORDER BY trans.c7 ROWS BETWEEN 2 PRECEDING AND CURRENT ROW);"; PreparedStatement pstmt = null; ResultSet resultSet = null; try { List list = new ArrayList(); pstmt = sqlExecutor.getBatchRequestPreparedStmt(db, selectSql, list); // If you are executing deployment, you can get preparedstatement by name // pstmt = sqlExecutor.getCallablePreparedStmtBatch(db, deploymentName); ResultSetMetaData metaData = pstmt.getMetaData(); // To execute request mode, you need to set PreparedStatement to request data // Set how many pieces of data to send in a batch int batchSize = 5; for (int idx = 0; idx < batchSize; idx++) { setData(pstmt, metaData); // After each row of data is set, addBatch needs to be called once pstmt.addBatch(); } // Calling executeQuery will execute the select sql, and then put the result in resultSet resultSet = pstmt.executeQuery(); // Take out the feature results corresponding to each data in turn while (resultSet.next()) { Assert.assertEquals(resultSet.getMetaData().getColumnCount(), 3); Assert.assertEquals(resultSet.getString(1), "bb"); Assert.assertEquals(resultSet.getInt(2), 24); Assert.assertEquals(resultSet.getLong(3), 34); } } catch (SQLException e) { e.printStackTrace(); Assert.fail(); } finally { try { if (resultSet != null) { //result need to close after use resultSet.close(); } if (pstmt != null) { pstmt.close(); } } catch (SQLException throwables) { throwables.printStackTrace(); } } } private void setData(PreparedStatement pstmt, ResultSetMetaData metaData) throws SQLException { for (int i = 0; i < metaData.getColumnCount(); i++) { int columnType = metaData.getColumnType(i + 1); if (columnType == Types.BOOLEAN) { pstmt.setBoolean(i + 1, true); } else if (columnType == Types.SMALLINT) { pstmt.setShort(i + 1, (short) 22); } else if (columnType == Types.INTEGER) { pstmt.setInt(i + 1, 24); } else if (columnType == Types. BIGINT) { pstmt.setLong(i + 1, 34l); } else if (columnType == Types.FLOAT) { pstmt.setFloat(i + 1, 1.5f); } else if (columnType == Types.DOUBLE) { pstmt.setDouble(i + 1, 2.5); } else if (columnType == Types.TIMESTAMP) { pstmt.setTimestamp(i + 1, new Timestamp(1590738994000l)); } else if (columnType == Types.DATE) { pstmt.setDate(i + 1, Date.valueOf("2020-05-05")); } else if (columnType == Types.VARCHAR) { pstmt.setString(i + 1, "bb"); } else { throw new SQLException("set data failed"); } } } } ```