{"id":1019913,"date":"2024-12-27T13:06:04","date_gmt":"2024-12-27T05:06:04","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1019913.html"},"modified":"2024-12-27T13:06:06","modified_gmt":"2024-12-27T05:06:06","slug":"python%e5%a6%82%e4%bd%95%e9%9d%a2%e8%af%95%e9%a2%98","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1019913.html","title":{"rendered":"python\u5982\u4f55\u9762\u8bd5\u9898"},"content":{"rendered":"

\"python\u5982\u4f55\u9762\u8bd5\u9898\"<\/p>\n

\u5728Python\u9762\u8bd5\u4e2d\uff0c\u9762\u8bd5\u5b98\u901a\u5e38\u4f1a\u8003\u5bdf\u5019\u9009\u4eba\u7684\u7f16\u7a0b\u80fd\u529b\u3001\u95ee\u9898\u89e3\u51b3\u80fd\u529b\u4ee5\u53ca\u5bf9Python\u8bed\u8a00\u7684\u719f\u6089\u7a0b\u5ea6\u3002\u5e38\u89c1\u7684Python\u9762\u8bd5\u9898\u5305\u62ec\u6570\u636e\u7ed3\u6784\u548c\u7b97\u6cd5\u3001\u8bed\u8a00\u7279\u6027\u3001\u9519\u8bef\u5904\u7406\u3001\u6a21\u5757\u548c\u5305\u3001\u9762\u5411\u5bf9\u8c61\u7f16\u7a0b\u3001\u591a\u7ebf\u7a0b\u548c\u5e76\u53d1\u3001\u4ee5\u53ca\u6570\u636e\u5e93\u64cd\u4f5c\u7b49\u65b9\u9762\u3002<\/strong>\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u5c06\u8be6\u7ec6\u63a2\u8ba8\u8fd9\u4e9b\u65b9\u9762\u7684\u95ee\u9898\uff0c\u5e76\u63d0\u4f9b\u4e00\u4e9b\u793a\u4f8b\u548c\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u6570\u636e\u7ed3\u6784\u548c\u7b97\u6cd5<\/h3>\n<\/p>\n

Python\u4e2d\u5e38\u7528\u7684\u6570\u636e\u7ed3\u6784\u5305\u62ec\u5217\u8868\u3001\u5143\u7ec4\u3001\u96c6\u5408\u548c\u5b57\u5178\u3002\u9762\u8bd5\u5b98\u53ef\u80fd\u4f1a\u8981\u6c42\u5019\u9009\u4eba\u5b9e\u73b0\u67d0\u79cd\u6570\u636e\u7ed3\u6784\uff0c\u6216\u8005\u5229\u7528\u8fd9\u4e9b\u6570\u636e\u7ed3\u6784\u89e3\u51b3\u7279\u5b9a\u95ee\u9898\u3002<\/p>\n<\/p>\n

\u5217\u8868\u548c\u5143\u7ec4<\/h4>\n<\/p>\n

\u5217\u8868\u548c\u5143\u7ec4\u90fd\u662f\u6709\u5e8f\u7684\u96c6\u5408\u3002\u5217\u8868\u662f\u53ef\u53d8\u7684\uff0c\u800c\u5143\u7ec4\u662f\u4e0d\u53ef\u53d8\u7684\u3002\u5728\u9762\u8bd5\u4e2d\uff0c\u60a8\u53ef\u80fd\u4f1a\u88ab\u95ee\u53ca\u5982\u4f55\u5728\u5217\u8868\u4e2d\u63d2\u5165\u3001\u5220\u9664\u6216\u67e5\u627e\u5143\u7d20\uff0c\u6216\u8005\u5982\u4f55\u5728\u5143\u7ec4\u4e2d\u5b58\u50a8\u548c\u8bbf\u95ee\u6570\u636e\u3002<\/p>\n<\/p>\n

\u4f8b\u5982\uff0c\u4e00\u4e2a\u5e38\u89c1\u7684\u95ee\u9898\u662f\u53cd\u8f6c\u5217\u8868\u3002\u60a8\u53ef\u4ee5\u4f7f\u7528Python\u7684\u5207\u7247\u529f\u80fd\u8f7b\u677e\u5b9e\u73b0\u8fd9\u4e00\u70b9\uff1a<\/p>\n<\/p>\n

def reverse_list(lst):<\/p>\n
    return lst[::-1]<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5b57\u5178\u548c\u96c6\u5408<\/h4>\n<\/p>\n
\u5b57\u5178\u662f\u4e00\u79cd\u952e\u503c\u5bf9\u7684\u6570\u636e\u7ed3\u6784\uff0c\u96c6\u5408\u662f\u4e00\u79cd\u65e0\u5e8f\u4e14\u4e0d\u91cd\u590d\u7684\u5143\u7d20\u96c6\u5408\u3002\u9762\u8bd5\u4e2d\u53ef\u80fd\u4f1a\u6d89\u53ca\u5230\u5982\u4f55\u4f7f\u7528\u5b57\u5178\u8fdb\u884c\u5feb\u901f\u67e5\u627e\uff0c\u6216\u8005\u5982\u4f55\u5229\u7528\u96c6\u5408\u53bb\u91cd\u3002<\/p>\n<\/p>\n
\u4f8b\u5982\uff0c\u4f7f\u7528\u5b57\u5178\u7edf\u8ba1\u5b57\u7b26\u4e32\u4e2d\u6bcf\u4e2a\u5b57\u7b26\u51fa\u73b0\u7684\u6b21\u6570\uff1a<\/p>\n<\/p>\n
def char_count(s):<\/p>\n
    count = {}<\/p>\n
    for char in s:<\/p>\n
        if char in count:<\/p>\n
            count[char] += 1<\/p>\n
        else:<\/p>\n
            count[char] = 1<\/p>\n
    return count<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e8c\u3001\u8bed\u8a00\u7279\u6027<\/h3>\n<\/p>\n
Python\u6709\u8bb8\u591a\u5f3a\u5927\u7684\u8bed\u8a00\u7279\u6027\uff0c\u9762\u8bd5\u4e2d\u53ef\u80fd\u4f1a\u6d89\u53ca\u5230\u8fd9\u4e9b\u7279\u6027\u7684\u5e94\u7528\uff0c\u6bd4\u5982\u5217\u8868\u63a8\u5bfc\u5f0f\u3001\u751f\u6210\u5668\u3001\u88c5\u9970\u5668\u548c\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\u3002<\/p>\n<\/p>\n
\u5217\u8868\u63a8\u5bfc\u5f0f<\/h4>\n<\/p>\n
\u5217\u8868\u63a8\u5bfc\u5f0f\u662fPython\u4e2d\u7684\u4e00\u79cd\u7b80\u6d01\u7684\u8bed\u6cd5\uff0c\u7528\u4e8e\u521b\u5efa\u65b0\u5217\u8868\u3002\u5b83\u53ef\u4ee5\u7528\u4e8e\u5728\u4e00\u884c\u4ee3\u7801\u4e2d\u904d\u5386\u548c\u8fc7\u6ee4\u6570\u636e\u3002<\/p>\n<\/p>\n
\u4f8b\u5982\uff0c\u751f\u6210\u4e00\u4e2a\u5305\u542b\u5076\u6570\u7684\u5217\u8868\uff1a<\/p>\n<\/p>\n
even_numbers = [x for x in range(20) if x % 2 == 0]<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u751f\u6210\u5668<\/h4>\n<\/p>\n
\u751f\u6210\u5668\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u8fed\u4ee3\u5668\uff0c\u7528\u4e8e\u9010\u6b65\u4ea7\u751f\u5143\u7d20\u3002\u5728\u9700\u8981\u5904\u7406\u5927\u91cf\u6570\u636e\u65f6\uff0c\u751f\u6210\u5668\u53ef\u4ee5\u8282\u7701\u5185\u5b58\u3002<\/p>\n<\/p>\n
\u4f8b\u5982\uff0c\u6590\u6ce2\u90a3\u5951\u6570\u5217\u7684\u751f\u6210\u5668\uff1a<\/p>\n<\/p>\n
def fibonacci(n):<\/p>\n
    a, b = 0, 1<\/p>\n
    for _ in range(n):<\/p>\n
        yield a<\/p>\n
        a, b = b, a + b<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e09\u3001\u9519\u8bef\u5904\u7406<\/h3>\n<\/p>\n
Python\u4e2d\u7684\u9519\u8bef\u5904\u7406\u4e3b\u8981\u901a\u8fc7\u5f02\u5e38\u673a\u5236\u6765\u5b9e\u73b0\u3002\u9762\u8bd5\u4e2d\u53ef\u80fd\u4f1a\u8003\u5bdf\u60a8\u5982\u4f55\u6709\u6548\u5730\u6355\u83b7\u548c\u5904\u7406\u5f02\u5e38\uff0c\u4ee5\u53ca\u5982\u4f55\u521b\u5efa\u81ea\u5b9a\u4e49\u5f02\u5e38\u7c7b\u3002<\/p>\n<\/p>\n
\u6355\u83b7\u5f02\u5e38<\/h4>\n<\/p>\n
\u6355\u83b7\u5f02\u5e38\u662f\u4e3a\u4e86\u5728\u7a0b\u5e8f\u51fa\u9519\u65f6\u63d0\u4f9b\u6709\u7528\u7684\u53cd\u9988\uff0c\u800c\u4e0d\u662f\u7b80\u5355\u5730\u5d29\u6e83\u3002\u4f7f\u7528try<\/code>\u548cexcept<\/code>\u8bed\u53e5\u53ef\u4ee5\u5b9e\u73b0\u8fd9\u4e00\u70b9\u3002<\/p>\n<\/p>\n
def divide(a, b):<\/p>\n
    try:<\/p>\n
        return a \/ b<\/p>\n
    except ZeroDivisionError:<\/p>\n
        return "Cannot divide by zero"<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u81ea\u5b9a\u4e49\u5f02\u5e38<\/h4>\n<\/p>\n
\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u60a8\u53ef\u80fd\u9700\u8981\u521b\u5efa\u81ea\u5b9a\u4e49\u5f02\u5e38\u4ee5\u66f4\u597d\u5730\u63cf\u8ff0\u9519\u8bef\u60c5\u5883\u3002\u53ef\u4ee5\u901a\u8fc7\u7ee7\u627fException<\/code>\u7c7b\u6765\u5b9e\u73b0\u3002<\/p>\n<\/p>\n
class NegativeNumberError(Exception):<\/p>\n
    pass<\/p>\n
def check_positive(number):<\/p>\n
    if number < 0:<\/p>\n
        rAI<\/a>se NegativeNumberError("The number is negative")<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u56db\u3001\u6a21\u5757\u548c\u5305<\/h3>\n<\/p>\n
Python\u4e2d\u7684\u6a21\u5757\u548c\u5305\u6709\u52a9\u4e8e\u7ec4\u7ec7\u4ee3\u7801\u548c\u91cd\u7528\u529f\u80fd\u3002\u9762\u8bd5\u4e2d\u53ef\u80fd\u4f1a\u6d89\u53ca\u5230\u5982\u4f55\u521b\u5efa\u6a21\u5757\u548c\u5305\uff0c\u4ee5\u53ca\u5982\u4f55\u4f7f\u7528Python\u7684\u6807\u51c6\u5e93\u3002<\/p>\n<\/p>\n
\u521b\u5efa\u6a21\u5757<\/h4>\n<\/p>\n
\u4e00\u4e2aPython\u6587\u4ef6\u5c31\u662f\u4e00\u4e2a\u6a21\u5757\uff0c\u53ef\u4ee5\u901a\u8fc7\u5bfc\u5165\u8bed\u53e5\u5c06\u5176\u5305\u542b\u5728\u5176\u4ed6\u4ee3\u7801\u4e2d\u3002<\/p>\n<\/p>\n
# my_module.py<\/p>\n
def greet(name):<\/p>\n
    return f"Hello, {name}!"<\/p>\n
main.py<\/strong><\/h2>\n
import my_module<\/p>\n
print(my_module.greet("Alice"))<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4f7f\u7528\u6807\u51c6\u5e93<\/h4>\n<\/p>\n
Python\u7684\u6807\u51c6\u5e93\u63d0\u4f9b\u4e86\u8bb8\u591a\u6709\u7528\u7684\u6a21\u5757\uff0c\u4f8b\u5982os<\/code>\u3001sys<\/code>\u3001json<\/code>\u7b49\u3002\u9762\u8bd5\u4e2d\u53ef\u80fd\u8981\u6c42\u60a8\u4f7f\u7528\u8fd9\u4e9b\u5e93\u6765\u89e3\u51b3\u7279\u5b9a\u95ee\u9898\u3002<\/p>\n<\/p>\n
\u4f8b\u5982\uff0c\u4f7f\u7528os<\/code>\u6a21\u5757\u5217\u51fa\u76ee\u5f55\u4e2d\u7684\u6240\u6709\u6587\u4ef6\uff1a<\/p>\n<\/p>\n
import os<\/p>\n
def list_files(directory):<\/p>\n
    return os.listdir(directory)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e94\u3001\u9762\u5411\u5bf9\u8c61\u7f16\u7a0b<\/h3>\n<\/p>\n
Python\u662f\u4e00\u79cd\u9762\u5411\u5bf9\u8c61\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u9762\u8bd5\u4e2d\u53ef\u80fd\u4f1a\u6d89\u53ca\u5230\u7c7b\u7684\u5b9a\u4e49\u3001\u7ee7\u627f\u3001\u591a\u6001\u548c\u5c01\u88c5\u7b49\u6982\u5ff5\u3002<\/p>\n<\/p>\n
\u7c7b\u548c\u5bf9\u8c61<\/h4>\n<\/p>\n
\u7c7b\u662f\u5bf9\u8c61\u7684\u84dd\u56fe\uff0c\u5b9a\u4e49\u4e86\u5bf9\u8c61\u7684\u5c5e\u6027\u548c\u884c\u4e3a\u3002\u9762\u8bd5\u4e2d\u53ef\u80fd\u8981\u6c42\u60a8\u5b9a\u4e49\u7c7b\u5e76\u521b\u5efa\u5bf9\u8c61\u3002<\/p>\n<\/p>\n
class Animal:<\/p>\n
    def __init__(self, name):<\/p>\n
        self.name = name<\/p>\n
    def speak(self):<\/p>\n
        return f"{self.name} makes a sound"<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u7ee7\u627f\u548c\u591a\u6001<\/h4>\n<\/p>\n
\u7ee7\u627f\u5141\u8bb8\u4e00\u4e2a\u7c7b\u7ee7\u627f\u53e6\u4e00\u4e2a\u7c7b\u7684\u5c5e\u6027\u548c\u65b9\u6cd5\uff0c\u591a\u6001\u5141\u8bb8\u4e0d\u540c\u7c7b\u7684\u5bf9\u8c61\u901a\u8fc7\u76f8\u540c\u7684\u63a5\u53e3\u8c03\u7528\u4e0d\u540c\u7684\u65b9\u6cd5\u3002<\/p>\n<\/p>\n
class Dog(Animal):<\/p>\n
    def speak(self):<\/p>\n
        return f"{self.name} barks"<\/p>\n
def animal_sound(animal):<\/p>\n
    print(animal.speak())<\/p>\n
dog = Dog("Buddy")<\/p>\n
animal_sound(dog)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u516d\u3001\u591a\u7ebf\u7a0b\u548c\u5e76\u53d1<\/h3>\n<\/p>\n
\u5728Python\u4e2d\uff0c\u591a\u7ebf\u7a0b\u548c\u5e76\u53d1\u5904\u7406\u53ef\u4ee5\u63d0\u9ad8\u7a0b\u5e8f\u7684\u6548\u7387\u3002\u9762\u8bd5\u4e2d\u53ef\u80fd\u4f1a\u6d89\u53ca\u5230\u7ebf\u7a0b\u7684\u521b\u5efa\u3001\u540c\u6b65\u548c\u4f7f\u7528\u591a\u7ebf\u7a0b\u6a21\u5757\u3002<\/p>\n<\/p>\n
\u7ebf\u7a0b\u7684\u521b\u5efa<\/h4>\n<\/p>\n
\u53ef\u4ee5\u4f7f\u7528threading<\/code>\u6a21\u5757\u521b\u5efa\u548c\u7ba1\u7406\u7ebf\u7a0b\u3002<\/p>\n<\/p>\n
import threading<\/p>\n
def print_numbers():<\/p>\n
    for i in range(5):<\/p>\n
        print(i)<\/p>\n
thread = threading.Thread(target=print_numbers)<\/p>\n
thread.start()<\/p>\n
thread.join()<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u7ebf\u7a0b\u540c\u6b65<\/h4>\n<\/p>\n
\u5728\u591a\u7ebf\u7a0b\u73af\u5883\u4e2d\uff0c\u9700\u8981\u540c\u6b65\u5bf9\u5171\u4eab\u8d44\u6e90\u7684\u8bbf\u95ee\uff0c\u4ee5\u907f\u514d\u7ade\u4e89\u6761\u4ef6\u3002\u53ef\u4ee5\u4f7f\u7528\u9501\u6765\u5b9e\u73b0\u540c\u6b65\u3002<\/p>\n<\/p>\n
import threading<\/p>\n
lock = threading.Lock()<\/p>\n
def increment(counter):<\/p>\n
    with lock:<\/p>\n
        counter['value'] += 1<\/p>\n
counter = {'value': 0}<\/p>\n
threads = [threading.Thread(target=increment, args=(counter,)) for _ in range(5)]<\/p>\n
for t in threads:<\/p>\n
    t.start()<\/p>\n
for t in threads:<\/p>\n
    t.join()<\/p>\n
print(counter['value'])<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e03\u3001\u6570\u636e\u5e93\u64cd\u4f5c<\/h3>\n<\/p>\n
Python\u4e2d\u53ef\u4ee5\u4f7f\u7528\u591a\u79cd\u5e93\u4e0e\u6570\u636e\u5e93\u8fdb\u884c\u4ea4\u4e92\uff0c\u5982sqlite3<\/code>\u3001SQLAlchemy<\/code>\u7b49\u3002\u9762\u8bd5\u4e2d\u53ef\u80fd\u4f1a\u6d89\u53ca\u5230\u6570\u636e\u5e93\u8fde\u63a5\u3001\u67e5\u8be2\u6267\u884c\u548c\u7ed3\u679c\u5904\u7406\u3002<\/p>\n<\/p>\n
\u4f7f\u7528sqlite3\u6a21\u5757<\/h4>\n<\/p>\n
sqlite3<\/code>\u662fPython\u5185\u7f6e\u7684\u5e93\uff0c\u7528\u4e8e\u64cd\u4f5cSQLite\u6570\u636e\u5e93\u3002<\/p>\n<\/p>\n
import sqlite3<\/p>\n
def create_connection(db_file):<\/p>\n
    conn = sqlite3.connect(db_file)<\/p>\n
    return conn<\/p>\n
def create_table(conn):<\/p>\n
    sql = '''CREATE TABLE IF NOT EXISTS users (<\/p>\n
                id INTEGER PRIMARY KEY,<\/p>\n
                name TEXT NOT NULL<\/p>\n
             );'''<\/p>\n
    conn.execute(sql)<\/p>\n
def insert_user(conn, user):<\/p>\n
    sql = '''INSERT INTO users (name) VALUES (?);'''<\/p>\n
    conn.execute(sql, (user,))<\/p>\n
    conn.commit()<\/p>\n
conn = create_connection('test.db')<\/p>\n
create_table(conn)<\/p>\n
insert_user(conn, 'Alice')<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4f7f\u7528SQLAlchemy<\/h4>\n<\/p>\n
SQLAlchemy<\/code>\u662f\u4e00\u4e2a\u5f3a\u5927\u7684ORM\u5e93\uff0c\u7b80\u5316\u4e86\u4e0e\u6570\u636e\u5e93\u7684\u4ea4\u4e92\u3002<\/p>\n<\/p>\n
from sqlalchemy import create_engine, Column, Integer, String, Base<\/p>\n
from sqlalchemy.orm import sessionmaker<\/p>\n
engine = create_engine('sqlite:\/\/\/test.db')<\/p>\n
Base = declarative_base()<\/p>\n
class User(Base):<\/p>\n
    __tablename__ = 'users'<\/p>\n
    id = Column(Integer, primary_key=True)<\/p>\n
    name = Column(String)<\/p>\n
Base.metadata.create_all(engine)<\/p>\n
Session = sessionmaker(bind=engine)<\/p>\n
session = Session()<\/p>\n
new_user = User(name='Bob')<\/p>\n
session.add(new_user)<\/p>\n
session.commit()<\/p>\n
<\/code><\/pre>\n<\/p>\n
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