ODPS JDBC
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Installation
Generally, there are two ways to use ODPS JDBC driver in your project.
1.The first one is to use the standalone library:
- Download the with-dependencies-jar from release page.
- Checkout the CHANGELOG.
2.The second is to rely on maven to resolve the dependencies for you:
<dependency>
<groupId>com.aliyun.odps</groupId>
<artifactId>odps-jdbc</artifactId>
<version>VERSION</version>
</dependency>
Getting Started
Using ODPS JDBC driver is just as using other JDBC drivers. It contains the following few steps:
1. Explictly load the ODPS JDBC driver using Class.forName()
:
Class.forName("com.aliyun.odps.jdbc.OdpsDriver");
2. Connect to the ODPS by creating a Connection
object with the JDBC driver:
Connection conn = DriverManager.getConnection(url, accessId, accessKey);
The ODPS server works with RESTful API, so the url looks like:
String url = "jdbc:odps:ENDPOINT?project=PROJECT_NAME&charset=UTF-8";
The connection properties can also be passed through Properties
. For example:
Properties config = new Properties();
config.put("access_id", "...");
config.put("access_key", "...");
config.put("project_name", "...");
config.put("charset", "...");
Connection conn = DriverManager.getConnection("jdbc:odps:<endpoint>", config);
3. Submit SQL to ODPS by creating Statement
object and using its executeQuery()
method:
Statement stmt = conn.createStatement();
ResultSet rs = stmt.executeQuery("SELECT foo FROM bar");
4. Process the result set.
For example:
while (rs.next()) {
...
}
Connection String Parameters
It is recommended that the key and value in URL should be encoded by using java.net.URLEncoder#encode(java.lang.String).
Basic
URL key | Property Key | Required | Default value | Description |
---|---|---|---|---|
endpoint |
end_point |
True | The endpoint of your MaxCompute service | |
project |
project_name |
True | The name of your MaxCompute project | |
accessId |
access_id |
True | Your Alibaba Cloud access key ID | |
accessKey |
access_key |
True | Your Alibaba Cloud access key secret | |
interactiveMode |
interactive_mode |
False | false | For MCQA, enable MCQA |
logview |
logview_host |
False | Provided by MC | The endpoint of MaxCompute Logview |
tunnelEndpoint |
tunnel_endpoint |
False | Provided by MC | The endpoint of the MaxCompute Tunnel service |
enableOdpsLogger |
enable_odps_logger |
False | false | Enable MaxCompute JDBC logger |
Advanced
URL key | Property Key | Required | Default value | Description |
---|---|---|---|---|
stsToken |
sts_token |
False | The Alibaba Cloud STS token | |
logConfFile |
log_conf_file |
False | The configuration path for SLF4J | |
charset |
charset |
False | UTF-8 | The charset of the inputs and outputs |
executeProject |
execute_project_name |
False | For MCQA, the name of the MaxCompute project in which actually execute the queries | |
alwaysFallback |
always_fallback |
False | false | For MCQA, fall back to regular mode if any exception happened |
instanceTunnelMaxRecord |
instance_tunnel_max_record |
False | -1 (unlimited) | For MCQA, max number of records within a result set, enableLimit option should set to false |
instanceTunnelMaxSize |
instance_tunnel_max_size |
False | -1 (unlimited) | For MCQA, max size of a result set in byte |
enableLimit |
enable_limit |
False | true(limited) | For MCQA, download permission won't be checked if enableLimit is set true, but your result record count will be limited to 10000 |
autoLimitFallback |
auto_limit_fallback |
False | False(no auto fallback) | For non-MCQA mode, result record count will be limited to 10000 when no download permission exception happened and autoLimitFallback is set to true |
Example
JDBC Client Sample Code
import java.sql.SQLException;
import java.sql.Connection;
import java.sql.ResultSet;
import java.sql.Statement;
import java.sql.DriverManager;
public class OdpsJdbcClient {
private static String driverName = "com.aliyun.odps.jdbc.OdpsDriver";
/**
* @param args
* @throws SQLException
*/
public static void main(String[] args) throws SQLException {
try {
Class.forName(driverName);
} catch (ClassNotFoundException e) {
e.printStackTrace();
System.exit(1);
}
// fill in the information here
String accessId = "your_access_id";
String accessKey = "your_access_key";
Connection conn = DriverManager.getConnection("jdbc:odps:https://service.odps.aliyun.com/api?project=<your_project_name>", accessId, accessKey);
Statement stmt = conn.createStatement();
String tableName = "testOdpsDriverTable";
stmt.execute("drop table if exists " + tableName);
stmt.execute("create table " + tableName + " (key int, value string)");
String sql;
ResultSet rs;
// insert a record
sql = String.format("insert into table %s select 24 key, 'hours' value from (select count(1) from %s) a", tableName, tableName);
System.out.println("Running: " + sql);
int count = stmt.executeUpdate(sql);
System.out.println("updated records: " + count);
// select * query
sql = "select * from " + tableName;
System.out.println("Running: " + sql);
rs = stmt.executeQuery(sql);
while (rs.next()) {
System.out.println(String.valueOf(rs.getInt(1)) + "\t" + rs.getString(2));
}
// regular query
sql = "select count(1) from " + tableName;
System.out.println("Running: " + sql);
rs = stmt.executeQuery(sql);
while (rs.next()) {
System.out.println(rs.getString(1));
}
// do not forget to close
stmt.close();
conn.close();
}
}
Running the JDBC Sample Code
# compile the client code
mvn clean package -DskipTests
# run the program with specifying the class path
# using prepared shell script (linux)
./jdbc_test.sh 'jdbc:odps:http://service.odps.aliyun.com/api?project=odpsdemo&accessId=...&accessKey=...&charset=UTF-8&logconffile=logback/logback.xml' 'select * from dual'
# using java command
java -cp "target/odps-jdbc-2.2-jar-with-dependencies.jar:logback/logback-core-1.2.3.jar:logback/logback-classic-1.2.3.jar" com.aliyun.odps.jdbc.JdbcTest "jdbc:odps:http://service.odps.aliyun.com/api?project=odpsdemo&accessId=...&accessKey=...&charset=UTF-8&logconffile=logback/logback.xml" "select * from dual"
Setting SQL task properties
stmt.execute("set biz_id=xxxxxx");
stmt.execute("set odps.sql.mapper.split.size=512");
Third-party Integration
It is also recommended to use ODPS by using other third-party BI tools or DB visualizer that supports JDBC.
For example:
Getting Involved
The project is under construction (and not fully JDBC-compliant). If you dicover any good features which have not been implemented, please fire me an Email or just pull a request.
Architecture
Build and run unitest
1.Build from source locally:
git clone ....
cd odps-jdbc
mvn package -DskipTests
2.Copy out a configuration file:
cp ./src/test/resources/conf.properties.example ./src/test/resources/conf.properties
3.Fill in your connection strings:
access_id=...
access_key=...
end_point=...
project_name=...
logview_host=...
charset=UTF-8
4.Run maven test command (or just test it in IntelliJ IDEA):
mvn test
Data Type Mapping
Currently, 13 ODPS data types are supported. Please see the following table for supported ODPS data types and corresponding JDBC interfaces.
ODPS Type | JDBC Interface | JDBC Type |
---|---|---|
TINYINT | java.sql.ResultSet.getByte | TINYINT |
SMALLINT | java.sql.ResultSet.getShort | SMALLINT |
INT | java.sql.ResultSet.getInt | INTEGER |
BIGINT | java.sql.ResultSet.getLong | BIGINT |
FLOAT | java.sql.ResultSet.getFloat | FLOAT |
DOUBLE | java.sql.ResultSet.getDouble | DOUBLE |
BOOLEAN | java.sql.ResultSet.getBoolean | BOOLEAN |
DATETIME | java.sql.ResultSet.getTimestamp | TIMESTAMP |
TIMESTAMP | java.sql.ResultSet.getTimestamp | TIMESTAMP |
VARCHAR | java.sql.ResultSet.getString | VARCHAR |
STRING | java.sql.ResultSet.getString | VARCHAR |
DECIMAL | java.sql.ResultSet.getBigDecimal | DECIMAL |
BINARY | java.sql.ResultSet.getBytes | BINARY |
NOTE: Possible timezone issue
DATETIME in MaxCompute is actually defined as EPOCH in milliseconds, which is UTC, and so is TIMESTAMP in JDBC. This driver fill the DATETIME value directly into JDBC TIMESTAMP and do no parse or format action. When application that using JDBC display a DATETIME as a human-readable string format, it is the application itself did the format using application defined or OS defined timezone. It is suggested to keep your application/OS timezone setting same to MaxCompute to avoid inconsistent datetime parse/format.
Type Conversion
Implicit type conversion happens when accessing a ODPS data type with JDBC interfaces other than the recommended one. Please see the following table for supported implicit conversions.
JAVA\ODPS | TINYINT | SMALLINT | INT | BIGINT | FLOAT | DOUBLE | DECIMAL | VARCHAR | STRING | DATETIME | TIMESTAMP | BOOLEAN | BINARY |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
byte | Y | Y | Y | Y | Y | Y | Y | ||||||
short | Y | Y | Y | Y | Y | Y | Y | Y | |||||
int | Y | Y | Y | Y | Y | Y | Y | Y | |||||
long | Y | Y | Y | Y | Y | Y | Y | Y | |||||
float | Y | Y | Y | Y | Y | Y | Y | Y | |||||
double | Y | Y | Y | Y | Y | Y | Y | Y | |||||
BigDecimal | Y | ||||||||||||
String | Y | Y | Y | Y | Y | Y | Y | Y | Y | Y | Y | Y | |
byte[] | Y | Y | Y | Y | Y | Y | Y | Y | Y | Y | Y | Y | Y |
Date | Y | Y | Y | ||||||||||
Time | Y | Y | Y | ||||||||||
Timestamp | Y | Y | Y | ||||||||||
boolean | Y | Y | Y | Y | Y | Y | Y | Y | Y |
MaxCompute Service Compatibility and Recommended JDBC version
Since Sprint27, MaxCompute tunnel service supported a feature named instance tunnel that allowing client read query result set through tunnel endpoint, to release client from creating temporary table. And this JDBC driver began adopt using instance tunnel since version 2.0.
However, for users using MaxCompute deploy that is earlier than Sprint27 (especially Private Cloud cases), please stick to the latest version before 2.0.
MaxCompute | JDBC |
---|---|
Public Service | latest |
Non PRC Public Service | latest |
<= Sprint27 | 1.9.2 |
Authors && Contributors
License
licensed under the Apache License 2.0