Home Backend Development Python Tutorial The correct posture for operating MySQL in Python

The correct posture for operating MySQL in Python

Apr 29, 2017 pm 03:51 PM

There are three main libraries for using Python for MySQL, Python-MySQL (the more familiar name may be MySQLdb), PyMySQL and SQLAlchemy.

Python-MySQL has the oldest qualifications. The core is built in C language, the interface is refined, and the performance is the best. The disadvantage is that it has many environmental dependencies and complicated installation. It has stopped updating in the past two years. It only supports Python2 and does not support Python3.

PyMySQL was born to replace Python-MySQL. It is built purely in Python. The interface is compatible with Python-MySQL, easy to install, and supports Python3.

SQLAlchemy is an ORM framework. It does not provide underlying database operations, but relies on third-party libraries such as MySQLdb and PyMySQL. Currently, SQLAlchemy is widely used in the field of Web programming.

This article mainly introduces the correct use of PyMySQL. The sample codes are all selected from actual projects.

Install

The simple way:

pip install pymysql
Copy after login

If you cannot connect to the Internet, you need to install it offline, for example:

pip install pymysql-x.x.x.tar.gz
Copy after login

Import

import pymysql
Copy after login

Connection

def connect_wxremit_db():
    return pymysql.connect(host='10.123.5.28',
                           port=3306,
                           user='root',
                           password='root1234',
                           database='db_name',
                           charset='latin1')
Copy after login

Query

def query_country_name(cc2):
    sql_str = ("SELECT Fcountry_name_zh"
                + " FROM t_country_code"
                + " WHERE Fcountry_2code='%s'" % (cc2))
    logging.info(sql_str)

    con = mysql_api.connect_wxremit_db()
    cur = con.cursor()
    cur.execute(sql_str)
    rows = cur.fetchall()
    cur.close()
    con.close()

    assert len(rows) == 1, 'Fatal error: country_code does not exists!'
    return rows[0][0]
Copy after login

Simply insert

def insert_file_rec(self, file_name, file_md5):
        con = mysql_api.connect_wxremit_db()
        cur = con.cursor()
        try:
            sql_str = ("INSERT INTO t_forward_file (Ffile_name, Ffile_md5)", 
                       + " VALUES ('%s', '%s')" % (file_name, file_md5))
            cur.execute(sql_str)
            con.commit()
        except:
            con.rollback()
            logging.exception('Insert operation error')
            raise
        finally:
            cur.close()
            con.close()
Copy after login

Batch insert

remit_ids = [('1234', 'CAD'), ('5678', 'HKD')]

con = mysql_api.connect_wxremit_db()
        cur = con.cursor()
        try:
                cur.executemany("INSERT INTO t_order (Fremit_id, Fcur_type, Fcreate_time"
                                                + " VALUES (%s, %s, now())", new_items)
                assert cur.rowcount == len(remit_ids), 'my error message'
                con.commit()
        except Exception as e:
                con.rollback()
                logging.exception('Insert operation error')
        finally:
                cur.close()
                con.close()
Copy after login

Update

    def update_refund_trans(self, remit_id):
        con = mysql_api.connect_wxremit_db()
        cur = con.cursor()
        try:
            sql_str = ("SELECT Fremit_id"
                       + " FROM t_wxrefund_trans"
                       + " WHERE Fremit_id='%s'" % remit_id
                       + " FOR UPDATE")
            logging.info(sql_str)

            cur.execute(sql_str)
            assert cur.rowcount == 1, 'Fatal error: The wx-refund record be deleted!'

            sql_str = ("UPDATE t_wxrefund_trans"
                        + " SET Fcheck_amount_flag=1"
                        + ", Fmodify_time=now()"
                        + " WHERE Fremit_id='%s'" % remit_id
            logging.info(sql_str)
            cur.execute(sql_str)

            assert cur.rowcount == 1, 'The number of affected rows not equal to 1'
            con.commit()
        except:
            con.rollback()
            logging.exception('Update operation error')
            raise
        finally:
            cur.close()
            con.close()
Copy after login

PyMySQL is quite mature, and like Python-MySQL, it is an optional installation component in many Linux distributions.

The above is the detailed content of The correct posture for operating MySQL in Python. For more information, please follow other related articles on the PHP Chinese website!

Statement of this Website
The content of this article is voluntarily contributed by netizens, and the copyright belongs to the original author. This site does not assume corresponding legal responsibility. If you find any content suspected of plagiarism or infringement, please contact admin@php.cn

Hot AI Tools

Undresser.AI Undress

Undresser.AI Undress

AI-powered app for creating realistic nude photos

AI Clothes Remover

AI Clothes Remover

Online AI tool for removing clothes from photos.

Undress AI Tool

Undress AI Tool

Undress images for free

Clothoff.io

Clothoff.io

AI clothes remover

Video Face Swap

Video Face Swap

Swap faces in any video effortlessly with our completely free AI face swap tool!

Hot Tools

Notepad++7.3.1

Notepad++7.3.1

Easy-to-use and free code editor

SublimeText3 Chinese version

SublimeText3 Chinese version

Chinese version, very easy to use

Zend Studio 13.0.1

Zend Studio 13.0.1

Powerful PHP integrated development environment

Dreamweaver CS6

Dreamweaver CS6

Visual web development tools

SublimeText3 Mac version

SublimeText3 Mac version

God-level code editing software (SublimeText3)

Hot Topics

Java Tutorial
1664
14
PHP Tutorial
1268
29
C# Tutorial
1246
24
MySQL and phpMyAdmin: Core Features and Functions MySQL and phpMyAdmin: Core Features and Functions Apr 22, 2025 am 12:12 AM

MySQL and phpMyAdmin are powerful database management tools. 1) MySQL is used to create databases and tables, and to execute DML and SQL queries. 2) phpMyAdmin provides an intuitive interface for database management, table structure management, data operations and user permission management.

Explain the purpose of foreign keys in MySQL. Explain the purpose of foreign keys in MySQL. Apr 25, 2025 am 12:17 AM

In MySQL, the function of foreign keys is to establish the relationship between tables and ensure the consistency and integrity of the data. Foreign keys maintain the effectiveness of data through reference integrity checks and cascading operations. Pay attention to performance optimization and avoid common errors when using them.

Python vs. C  : Understanding the Key Differences Python vs. C : Understanding the Key Differences Apr 21, 2025 am 12:18 AM

Python and C each have their own advantages, and the choice should be based on project requirements. 1) Python is suitable for rapid development and data processing due to its concise syntax and dynamic typing. 2)C is suitable for high performance and system programming due to its static typing and manual memory management.

Python vs. JavaScript: Development Environments and Tools Python vs. JavaScript: Development Environments and Tools Apr 26, 2025 am 12:09 AM

Both Python and JavaScript's choices in development environments are important. 1) Python's development environment includes PyCharm, JupyterNotebook and Anaconda, which are suitable for data science and rapid prototyping. 2) The development environment of JavaScript includes Node.js, VSCode and Webpack, which are suitable for front-end and back-end development. Choosing the right tools according to project needs can improve development efficiency and project success rate.

Golang vs. Python: The Pros and Cons Golang vs. Python: The Pros and Cons Apr 21, 2025 am 12:17 AM

Golangisidealforbuildingscalablesystemsduetoitsefficiencyandconcurrency,whilePythonexcelsinquickscriptinganddataanalysisduetoitssimplicityandvastecosystem.Golang'sdesignencouragesclean,readablecodeanditsgoroutinesenableefficientconcurrentoperations,t

Laravel vs. Python (with Frameworks): A Comparative Analysis Laravel vs. Python (with Frameworks): A Comparative Analysis Apr 21, 2025 am 12:15 AM

Laravel is suitable for projects that teams are familiar with PHP and require rich features, while Python frameworks depend on project requirements. 1.Laravel provides elegant syntax and rich features, suitable for projects that require rapid development and flexibility. 2. Django is suitable for complex applications because of its "battery inclusion" concept. 3.Flask is suitable for fast prototypes and small projects, providing great flexibility.

Python vs. C  : Which Language to Choose for Your Project? Python vs. C : Which Language to Choose for Your Project? Apr 21, 2025 am 12:17 AM

Choosing Python or C depends on project requirements: 1) If you need rapid development, data processing and prototype design, choose Python; 2) If you need high performance, low latency and close hardware control, choose C.

Compare and contrast MySQL and MariaDB. Compare and contrast MySQL and MariaDB. Apr 26, 2025 am 12:08 AM

The main difference between MySQL and MariaDB is performance, functionality and license: 1. MySQL is developed by Oracle, and MariaDB is its fork. 2. MariaDB may perform better in high load environments. 3.MariaDB provides more storage engines and functions. 4.MySQL adopts a dual license, and MariaDB is completely open source. The existing infrastructure, performance requirements, functional requirements and license costs should be taken into account when choosing.

See all articles