This topic introduces how to build an application by using mysqlclient and OceanBase Database. It also covers the use of the application for fundamental database operations, including table creation, data insertion, and data query.
Prerequisites
- You have installed Python 3.x and pip.
- You have installed OceanBase Database and created a MySQL tenant.
Procedure
- Check the versions of Python and pip.
- Install the
mysqlclientlibrary. - Obtain the connection information of OceanBase Database.
- Modify the database connection information in the
config.pyfile. - Run the
main.pyfile. - Perform database operations in the CLI.
Step 1: Check the versions of Python and pip
Open the command prompt or PowerShell terminal, and run the python --version and pip --version commands to check whether Python and pip are properly installed.
Here is an example:
PS C:\Windows\system32> python --version
Python 3.7.0
PS C:\Windows\system32> pip --version
pip 22.3.1 from d:\python\python37\lib\site-packages\pip (python 3.7)
Step 2: Install the mysqlclient library
When you install the mysqlclient library, you must compile and link the MySQL C API to connect to OceanBase Database. Therefore, you must install the development files of MySQL Connector C or MySQL C API for later compilation.
Method 1: Install the mysqlclient library using precompiled binary files
In a Windows environment, you can install the mysqlclient library using precompiled binary files. Download the whl file that is compatible with your Python version and operating system platform from Download files and use the pip install command to install it.
Here is an example:
Open the command prompt or PowerShell terminal and run the following commands to install the necessary Python libraries.
Navigate to the directory where the
whlfile is stored.cd D:\downloadRun the following command to install the
mysqlclientlibrary:PS D:\download> pip install mysqlclient-2.2.0-cp311-cp311-win_amd64.whl Processing d:\download\mysqlclient-2.2.0-cp311-cp311-win_amd64.whl Installing collected packages: mysqlclient Successfully installed mysqlclient-2.2.0
Method 2: Directly install the mysqlclient library
Install MySQL.
Before you can use
mysqlclient, you need to install the MySQL database server. Themysqlclientlibrary depends on the MySQL client programs and library files to communicate with MySQL. You can download the installer from the MySQL Community Downloads page and follow the instructions to install it.Install a C compiler.
In a Windows environment, you can choose to install Visual Studio or MinGW as the C compiler.
Install development tools.
In a Windows environment, you can use MySQL Connector/C to obtain the MySQL development libraries. To install MySQL Connector/C, perform the following steps:
Go to the MySQL Community Downloads page.
On this page, select the appropriate operating system type and version, and download the corresponding installation package.
Run the downloaded installation package and follow the instructions in the installation wizard.
During the installation, select the Custom installation type and ensure that Development Components are installed.
After the installation is complete, restart the computer.
Install the
mysqlclientlibrary.Open the command prompt or PowerShell terminal and run the following commands to install the necessary Python library.
Run the following command to navigate to the
python-mysqlclientdirectory:cd python-mysqlclientRun the following command to install the
mysqlclientlibrary:pip install -r requirements.txt
Note
You can also directly run the
pip install mysqlclientcommand to install themysqlclientlibrary.
In a Linux environment, Python C extensions rely on the Python.h header file, which is usually contained in the python3-devel package. If the python3-devel package is not installed, an error will be returned when you compile the MySQL C API, indicating that the Python.h header file cannot be found.
To resolve this issue, open the command prompt or PowerShell terminal and run the following commands to install the necessary Python libraries.
Check whether the
python3-develpackage is installed.Run the following command to check whether the
python3-develpackage is installed:rpm -q python3-develIf the package is installed, the following information is displayed:
python3-devel-3.x.x-x.el7.x86_64Here,
3.x.xindicates the version of Python3, andx86_64indicates the CPU architecture of the system.If the package is not installed, the following information is displayed:
package python3-devel is not installedIn this case, you can run the following command to install the
python3-develpackage:sudo yum install python3-develAfter the installation is complete, run the
rpm -q python3-develcommand again to check whether the installation is successful.
Install the
mysqlclientlibrary.Run the following command to navigate to the
python-mysqlclientproject directory:cd python-mysqlclientRun the following command to install the
mysqlclientlibrary:sudo pip install -r requirements.txt
Note
You can also directly run the
sudo pip install mysqlclientcommand to install themysqlclientlibrary.
Step 3: Obtain the connection information of OceanBase Database
Contact the deployment personnel or administrator of OceanBase Database to obtain the database connection string.
obclient -h$host -P$port -u$user_name -p$password -D$database_name
where
$hostspecifies the IP address for connecting to OceanBase Database. For connection through OceanBase Database Proxy (ODP), this parameter is the IP address of an ODP. For direct connection, this parameter is the IP address of an OBServer node.$portspecifies the port for connecting to OceanBase Database. For connection through ODP, the default value is2883, which can be customized when ODP is deployed. For direct connection, the default value is2881, which can be customized when OceanBase Database is deployed.$database_namespecifies the name of the database to access.Notice
The user used to connect to the tenant must have the
CREATE,INSERT, andSELECTprivileges on the database. For more information about user privileges, see Privilege types in MySQL mode.$user_namespecifies the tenant account. For connection through ODP, the tenant account can be in theusername@tenant name#cluster nameorcluster name:tenant name:usernameformat. For direct connection, the tenant account is in theusername@tenant nameformat.$passwordspecifies the account password.
For more information about connection strings, see Connect to an OceanBase tenant by using OBClient.
Here is an example:
obclient -hxxx.xxx.xxx.xxx -P2881 -utest_user001@mysql001 -p****** -Dtest
Step 4: Modify the database connection information in the config.py file
Modify the database connection information in the python-mysqlclient/config.py file based on the information obtained in Step 3: Obtain the connection information of OceanBase Database.
Go to the
python-mysqlclientproject directory.Modify the database connection information in the
config.pyfile.- In a Windows environment, use the text editor to open the
config.pyfile and modify the database connection information based on the actual situation. - In a Linux environment, use the
vi config.pyorvim config.pycommand to open theconfig.pyfile and modify the database connection information based on the actual situation.
The following example shows the database connection information in the
config.pyfile:OCEANBASE_CONFIG = { 'host': '10.10.10.1', 'port': 2881, 'user': 'test_user001@mysql001', 'password': '******', 'database': 'test', 'charset': 'utf8mb4' }- In a Windows environment, use the text editor to open the
Step 5: Run the main.py file
Open the command prompt or PowerShell terminal, and run the python main.py command to start the program.
Go to the
python-mysqlclientproject directory.Here is an example:
cd /home/admin/python-mysqlclientRun the following command to start the
main.pyprogram:python main.pyThe return result is as follows:
Table created successfully Instruction: 1.Insert Data; 2.Query Data; 3.Exit. Enter the command [1/2/3]>
Step 6: Perform database operations in the CLI
Example: Successfully insert data
In the CLI, enter
1and press Enter.Here is an example:
Enter the command [1/2/3]> 1After the
Enter name:prompt, enter a name and press Enter.Here is an example:
Enter name: A1After the
Enter age:prompt, enter an age and press Enter.Here is an example:
Enter age: 18The
Record inserted successfullymessage is displayed, indicating that the data is successfully inserted. Finally, an instruction is displayed, prompting you to enter1,2, or3and press Enter to perform the corresponding operation.Here is an example:
Record inserted successfully Instruction: 1.Insert Data; 2.Query Data; 3.Exit. Enter the command [1/2/3]>
Example: Failed to insert data
In the CLI, enter
1and press Enter.Here is an example:
Enter the command [1/2/3]> 1After the
Enter name:prompt, enter a name and press Enter.Here is an example:
Enter name: A2After the
Enter age:prompt, enter an age and press Enter.Notice
The data type of the age field is INT.
Here is an example:
Enter age: 18The
(1366, 'Incorrect integer value')message is displayed, indicating that the data failed to be inserted. Finally, an instruction is displayed, prompting you to enter1,2, or3and press Enter to perform the corresponding operation.Here is an example:
(1366, 'Incorrect integer value') Instruction: 1.Insert Data; 2.Query Data; 3.Exit. Enter the command [1/2/3]>
Example: Query data
In the CLI, enter
2and press Enter.Here is an example:
Enter the command [1/2/3]> 2The data of the table is displayed. Finally, an instruction is displayed, prompting you to enter
1,2, or3and press Enter to perform the corresponding operation.Here is an example:
(1, 'A1', 18) Instruction: 1.Insert Data; 2.Query Data; 3.Exit. Enter the command [1/2/3]>
Example: Enter an invalid command
In the CLI, enter a value other than
1/2/3and press Enter.Here is an example:
Enter the command [1/2/3]> AThe following error message is displayed:
Invalid command, please enter command again [1/2/3]. Finally, an instruction is displayed, prompting you to enter1,2, or3and press Enter to perform the corresponding operation.Here is an example:
Invalid command, please enter command again [1/2/3] Instruction: 1.Insert Data; 2.Query Data; 3.Exit. Enter the command [1/2/3]>
Example: Exit the program
In the CLI, enter
3and press Enter.Here is an example:
Enter the command [1/2/3]> 3
Project code introduction
Click python-mysqlclient to download the project code, which is a compressed file named python-mysqlclient.zip.
After decompressing it, you will find a folder named python-mysqlclient. The directory structure is as follows:
python-mysqlclient
├── config.py
├── db.py
├── main.py
└── requirements.txt
Here is a breakdown of the files and directories:
config.py: manages database connection configurations.db.py: operates the databases, such as creating tables, inserting data, and querying data.main.py: the entry to the application and provides a simple CLI. You can enter commands in the CLI to perform corresponding operations.requirements.txt: lists the Python libraries required for the project and their version requirements.Note
The code provided in this topic only lists the version requirement for the
mysqlclientlibrary. You can run thepip install -r requirements.txtcommand to automatically install the required library.
Code in config.py
When you use Python to connect to a database, you need to specify the database connection parameters. These parameters can be placed in a separate configuration file, such as the config.py file. You can encapsulate the parameters in a dictionary so that other Python files can reference the dictionary to connect to a database, without the need to write the parameters to each file.
Code in the config.py file obtained in this topic defines a dictionary variable named OCEANBASE_CONFIG, which is used to manage the connection parameters of OceanBase Database.
The sample code is as follows:
OCEANBASE_CONFIG = {
'host': 'localhost',
'port': port,
'user': 'user_name',
'password': '',
'database': 'db_name',
'charset': 'utf8mb4'
}
where
hostspecifies the IP address for connecting to OceanBase Database. For connection through ODP, this parameter is the IP address of an ODP. For direct connection, this parameter is the IP address of an OBServer node.portspecifies the port for connecting to OceanBase Database. The default value is2881for direct connection and2883for connection through ODP.userspecifies the username for connecting to the database. It is in the format of {username}@{tenant name} for direct connection or in the format of {username}@{tenant name}#{cluster name} for connection through ODP. For more information about how to connect to OceanBase Database, see Overview of connection methods.passwordspecifies the password for connecting to the database.databasespecifies the name of the database that you want to connect to.charsetspecifies the character set for connecting to the database.
Notice
You need to modify the parameter values in the sample code based on your project requirements and database settings.
Code in db.py
The db.py file is a Python module in which database operations are encapsulated. You can use it to add, delete, modify, and query data in a database.
To configure the db.py file, perform the following steps:
Import the MySQLdb module and database connection parameters.
The sample code is as follows:
import MySQLdb from config import OCEANBASE_CONFIGDefine a function for creating a table.
- Define the
create_tablefunction to create a table namedtest_tbl1in OceanBase Database. - Use the
withstatement to manage the lifecycle of database connections and cursor objects. This ensures that database connections and cursor objects can be securely closed without memory leaks. - Define an SQL statement, execute the statement, and print the execution result or error message.
The sample code is as follows:
def create_table(): with MySQLdb.connect(**OCEANBASE_CONFIG) as conn: with conn.cursor() as cursor: try: create_table_sql = """ CREATE TABLE test_tbl1 ( id INT UNSIGNED NOT NULL AUTO_INCREMENT, name VARCHAR(50) NOT NULL, age INT UNSIGNED NOT NULL, PRIMARY KEY (id) ) ENGINE=OCEANBASE AUTO_INCREMENT=1 """ cursor.execute(create_table_sql) print("Table created successfully") except MySQLdb.Error as err: print(err)- Define the
Define a function for inserting data.
- Define the
insert_recordfunction to insert a record into a specified table. The record contains thenameandagefields. - Use the
withstatement to manage the lifecycle of database connections and cursor objects. This ensures that database connections and cursor objects can be securely closed without memory leaks. - Define an SQL statement, execute the statement, commit the transaction, and print the execution result or error message.
The sample code is as follows:
def insert_record(table_name, name, age): with MySQLdb.connect(**OCEANBASE_CONFIG) as conn: with conn.cursor() as cursor: try: insert_sql = f"INSERT INTO {table_name} (name, age) VALUES (%s, %s)" cursor.execute(insert_sql, (name, age)) conn.commit() print("Record inserted successfully") except MySQLdb.Error as err: print(err)- Define the
Define a function for querying table data.
- Define the
select_allfunction to query all records in a specified table. - Use the
withstatement to manage the lifecycle of database connections and cursor objects. This ensures that database connections and cursor objects can be securely closed without memory leaks. - Define an SQL statement, execute the statement, traverse query results, and print all records. If an error occurs, capture the error and print the error message.
The sample code is as follows:
def select_all(table_name): with MySQLdb.connect(**OCEANBASE_CONFIG) as conn: with conn.cursor() as cursor: try: select_sql = f"SELECT * FROM {table_name}" cursor.execute(select_sql) result = cursor.fetchall() for row in result: print(row) except MySQLdb.Error as err: print(err)- Define the
Code in main.py
The main.py file in this topic shows how to use Python and MySQLdb to operate a database. The file provides a CLI where you can run commands to perform database operations. You can use this program to implement basic database operations such as creating tables, inserting records, and querying all records.
To configure the main.py file, perform the following steps:
Import the functions defined in the
db.pyfile.Import the
create_table,insert_record, andselect_allfunctions from thedbmodule.The sample code is as follows:
from db import create_table, insert_record, select_allDefine a function for operating databases.
Define the
mainfunction to implement a simple CLI program for database operations. The program calls thecreate_tablefunction to create a table namedtest_tbl1, and then enters awhileloop to wait for you to enter a command. The program calls the corresponding function to insert or query data based on your command until you enter the3command to exit the program. If you enter an invalid command, the program prompts you to re-enter a command.Based on the different input commands, the program executes different operations, including data insertion (command
1), data query (command2), and program exit (command3).The sample code is as follows:
def main(): create_table() while True: print("Instruction: 1.Insert Data; 2.Query Data; 3.Exit.") command = input("Enter the command [1/2/3]> ") if command == "1": name = input("Enter name:") age = input("Enter age:") insert_record("test_tbl1", name, age) elif command == "2": select_all("test_tbl1") elif command == "3": break else: print("Invalid command, please enter command again [1/2/3]")Set the application scenario of the
mainfunction.Set the
mainfunction to be called only when themain.pyfile is directly executed. If themainmodule is just imported into another module, themainfunction is not called.The sample code is as follows:
if __name__ == "__main__": main()Note
This setting can avoid automatic execution of the
mainfunction when themainmodule is imported, thus ensuring the reusability and scalability of the program.
Complete code examples
OCEANBASE_CONFIG = {
'host': 'localhost',
'port': port,
'user': 'user_name',
'password': '',
'database': 'db_name',
'charset': 'utf8mb4'
}
import MySQLdb
from config import OCEANBASE_CONFIG
def create_table():
with MySQLdb.connect(**OCEANBASE_CONFIG) as conn:
with conn.cursor() as cursor:
try:
create_table_sql = """
CREATE TABLE test_tbl1 (
id INT UNSIGNED NOT NULL AUTO_INCREMENT,
name VARCHAR(50) NOT NULL,
age INT UNSIGNED NOT NULL,
PRIMARY KEY (id)
) ENGINE=OCEANBASE AUTO_INCREMENT=1
"""
cursor.execute(create_table_sql)
print("Table created successfully")
except MySQLdb.Error as err:
print(err)
def insert_record(table_name, name, age):
with MySQLdb.connect(**OCEANBASE_CONFIG) as conn:
with conn.cursor() as cursor:
try:
insert_sql = f"INSERT INTO {table_name} (name, age) VALUES (%s, %s)"
cursor.execute(insert_sql, (name, age))
conn.commit()
print("Record inserted successfully")
except MySQLdb.Error as err:
print(err)
def select_all(table_name):
with MySQLdb.connect(**OCEANBASE_CONFIG) as conn:
with conn.cursor() as cursor:
try:
select_sql = f"SELECT * FROM {table_name}"
cursor.execute(select_sql)
result = cursor.fetchall()
for row in result:
print(row)
except MySQLdb.Error as err:
print(err)
from db import create_table, insert_record, select_all
def main():
create_table()
while True:
print("Instruction: 1.Insert Data; 2.Query Data; 3.Exit.")
command = input("Enter the command [1/2/3]> ")
if command == "1":
name = input("Enter name:")
age = input("Enter age:")
insert_record("test_tbl1", name, age)
elif command == "2":
select_all("test_tbl1")
elif command == "3":
break
else:
print("Invalid command, please enter command again [1/2/3]")
if __name__ == "__main__":
main()
References
For more information about how to connect to OceanBase Database, see Overview of connection methods.
For more information about how to create a database, see CREATE DATABASE.
Download the python-mysqlclient sample project