Python编程:PostgreSQL数据库操作入门
发表时间: 2024-04-25 05:49
本文记录在Python编程中操作PostgreSQL数据库的基本方法与实现代码,包括连接数据库、创建数据表、插入/更新/删除数据表中的记录、函数调用、存储过程调用及事务处理等。
首先把连接数据的信息写入 database.ini 文本文件中,内容如下:
[postgresql]
host=localhost
database=dbname
user=postgres
password=123456
然后定义一个读取database.ini文件的函数,代码如下:
import psycopg2from configparser import ConfigParserdef load_config(filename='database.ini', section='postgresql'): parser = ConfigParser() parser.read(filename) # 获取数据库的设置参数 config = {} if parser.has_section(section): params = parser.items(section) for param in params: config[param[0]] = param[1] else: raise Exception(' 在 {0} 文件中没有发现参数 PostgreSQL'.format(filename,section)) return configif __name__ == '__main__': config = load_config() print(config)
以上代码运行结果如下:
{'host': 'localhost', 'database': 'dbname', 'user': 'postgres', 'password': '123456'}
import psycopg2from config import load_configdef connect(config): try: with psycopg2.connect(**config) as conn: print('已连接到 PostgreSQL server.') return conn except (Exception. psycopg2.DatabaseError ) as error: print(error)if __name__ == '__main__': config = load_config() connect(config)
import psycopg2from config import load_configdef create_tables(): commands = ( """ CREATE TABLE vendors ( vendor_id SERIAL PRIMARY KEY, vendor_name VARCHAR(255) NOT NULL ) """, """ CREATE TABLE parts ( part_id SERIAL PRIMARY KEY, part_name VARCHAR(255) NOT NULL ) """, """ CREATE TABLE part_drawings ( part_id INTEGER PRIMARY KEY, file_extension VARCHAR(5) NOT NULL, drawing_data BYTEA NOT NULL, FOREIGN KEY (part_id) REFERENCES parts (part_id) ON UPDATE CASCADE ON DELETE CASCADE ) """, """ CREATE TABLE vendor_parts ( vendor_id INTEGER NOT NULL, part_id INTEGER NOT NULL, PRIMARY KEY (vendor_id , part_id), FOREIGN KEY (vendor_id) REFERENCES vendors (vendor_id) ON UPDATE CASCADE ON DELETE CASCADE, FOREIGN KEY (part_id) REFERENCES parts (part_id) ON UPDATE CASCADE ON DELETE CASCADE ) """) try: config = load_config() with psycopg2.connect(**config) as conn: with conn.cursor() as cur: # execute the CREATE TABLE statement for command in commands: cur.execute(command) except (Exception, psycopg2.DatabaseError) as error: print(error)if __name__ == '__main__': create_tables()
def insert_vendor(vendor_name): sql = """INSERT INTO vendors(vendor_name) VALUES(%s) RETURNING vendor_id;""" vendor_id = None config = load_config() try: with psycopg2.connect(**config) as conn: with conn.cursor() as cur: # execute the INSERT statement cur.execute(sql, (vendor_name,)) # get the generated id back rows = cur.fetchone() if rows: vendor_id = rows[0] conn.commit() except (Exception, psycopg2.DatabaseError) as error: print(error) finally: return vendor_iddef insert_many_vendors(vendor_list): sql = "INSERT INTO vendors(vendor_name) VALUES(%s) RETURNING *" config = load_config() try: with psycopg2.connect(**config) as conn: with conn.cursor() as cur: # execute the INSERT statement cur.executemany(sql, vendor_list) # commit the changes to the database conn.commit() except (Exception, psycopg2.DatabaseError) as error: print(error) if __name__ == '__main__': insert_vendor("拓邦电子") insert_many_vendors([ ('中兴通讯',), ('洪都航空',), ('招商银行',), ('九阳股份',) ])
# import psycopg2# from config import load_configdef get_parts(vendor_id): parts = [] # read database configuration params = load_config() try: # 连接数据库 with psycopg2.connect(**params) as conn: with conn.cursor() as cur: # create a cursor object for execution cur = conn.cursor() cur.callproc('get_parts_by_vendor', (vendor_id,)) # 处理要插入的数据 row = cur.fetchone() while row is not None: parts.append(row) row = cur.fetchone() except (Exception, psycopg2.DatabaseError) as error: print(error) finally: return partsif __name__ == '__main__': parts = get_parts(1) print(parts)
# import psycopg2# from config import load_configdef update_vendor(vendor_id, vendor_name): updated_row_count = 0 sql = """ UPDATE vendors SET vendor_name = %s WHERE vendor_id = %s""" config = load_config() try: with psycopg2.connect(**config) as conn: with conn.cursor() as cur: # 执行 UPDATE 语句 cur.execute(sql, (vendor_name, vendor_id)) updated_row_count = cur.rowcount # 提交更新数据到数据库 conn.commit() except (Exception, psycopg2.DatabaseError) as error: print(error) finally: return updated_row_countif __name__ == '__main__': update_vendor(1, "拓邦股份")
# import psycopg2# from config import load_config# 增加一个新的零部件def add_part(part_name, vendor_name): # 读取数据库参数 params = load_config() try: # 连接数据库 with psycopg2.connect(**params) as conn: with conn.cursor() as cur: # 调用一个存储过过程 cur.execute('CALL add_new_part(%s,%s)', (part_name, vendor_name)) # 提交数据变化到数据库 conn.commit() except (Exception, psycopg2.DatabaseError) as error: print(error)if __name__ == '__main__': add_part('液晶板', '京东方')
# import psycopg2# from config import load_configdef add_part(part_name, vendor_list): # 给part数据表插入一条新记录 insert_part = "INSERT INTO parts(part_name) VALUES(%s) RETURNING part_id;" # 给 vendor_parts 数据表插入一条新记录 assign_vendor = "INSERT INTO vendor_parts(vendor_id,part_id) VALUES(%s,%s)" conn = None config = load_config() try: with psycopg2.connect(**config) as conn: with conn.cursor() as cur: # 增加一个新的零部件 cur.execute(insert_part, (part_name,)) # 获取该零部件的 id row = cur.fetchone() if row: part_id = row[0] else: raise Exception('没有该零件的 id') # 零部件与供应商对应,插入新记录 for vendor_id in vendor_list: cur.execute(assign_vendor, (vendor_id, part_id)) # 提交事务 conn.commit() except (Exception, psycopg2.DatabaseError) as error: if conn: conn.rollback() print(error)if __name__ == '__main__': # add_part('扬声器', (3, 4)) # add_part('示波器', (5, 6)) # add_part('天线', (6, 7)) # add_part('按钮', (1, 5)) # add_part('调制解调就', (1, 5)) add_part('功率放大器', (99,))
(本文完)