What's the difference between C++ and Python

本文对比了静态类型语言C++与动态类型语言Python的特点。从类型声明、运行速度、代码简洁性和垃圾回收等方面进行了详细比较。
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In Principle
1. C++ is a "statically typed" language, while Python is a "dynamically typed" language. 
In one case, the types of the main components of the set of instructions (the computer program) are explicitly declared while in the other case they aren't.


In Practice
2.  C++ is "faster" than Python. C++ is typically a "compiled" language while Python is typically an "interpreted" language.
     With C++, the instructions are very well understood with all types specified and so they are translated into machine code (they are compiled) and executed unambiguously by the computer ...while with Python a separate computer program has to figure out what the Python instructions really mean [2,3] and how to "interpret" them to produce an output. The overhead of running this extra program versus simply just running the well defined machine code typically ensures that C++ runs much faster than Python.
    
3) Python is more concise than C++
  Python is considered to be cleaner and more direct, with emphasis code readability.


Though this is certainly not an absolute truth, the example also shows one of the reasons why Python code tends to be shorter than that written in C++ (i.e. there is no need to declare types explicitly and this literally saves space in written code). Smaller code size for the same task leads to "rapid prototyping" and this is partly why one would use something like Python when speed of development is important.


4) Python has garbage collection while C++ not.

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import random general_questions = [ "What is the capital of France?", "How do I install Python on Windows?", "What is machine learning?", "What does HTTP stand for?", "How can I create a virtual environment in Python?" ] cpp_questions = [ "Explain inheritance in C++.", "What is the difference between stack and heap memory?", "How do you declare a constant variable in C++?", "What is a virtual function in C++?", "What is the purpose of the 'new' operator in C++?" ] answers = { general_questions[0]: "The capital of France is Paris.", general_questions[1]: "To install Python on Windows, download the installer from python.org and run it. Make sure to check the box that says 'Add Python to PATH' during installation.", general_questions[2]: "Machine learning is a subset of artificial intelligence that involves training algorithms to make predictions or decisions based on data.", general_questions[3]: "HTTP stands for HyperText Transfer Protocol, which is used for transmitting web pages over the internet.", general_questions[4]: "You can create a virtual environment using the command 'python -m venv env_name' followed by activating it with 'source env_name/bin/activate' on Unix or 'env_name\\Scripts\\activate' on Windows.", cpp_questions[0]: "Inheritance in C++ allows a class (called a derived or child class) to inherit properties and methods from another class (known as the base or parent class)[^2].", cpp_questions[1]: "Stack memory is automatically managed by the system, while heap memory requires manual allocation and deallocation using functions like malloc() or new. Stack is faster but limited in size, whereas heap is larger but slower to access.", cpp_questions[2]: "You can use the const keyword before the data type when declaring a variable, for example: const int value = 10;", cpp_questions[3]: "A virtual function is a member function in a base class that is expected to be redefined in derived classes. It enables dynamic dispatch through pointers or references to the base class.", cpp_questions[4]: "The 'new' operator is used to dynamically allocate memory on the heap for an object or array and returns a pointer to the allocated memory." } with open("cplus_faq_5000_pairs.txt", "w") as f: for i in range(5000): q_type = random.choice(["general", "cpp"]) if q_type == "general": question = random.choice(general_questions) else: question = random.choice(cpp_questions) answer = answers[question] f.write(f"{question}|{answer}\n")转话为c++
最新发布
07-12
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