Python的“虚拟机”似乎很少读到,而在Java中“虚拟机”一直被使用。

两者都解释字节码;为什么一个叫虚拟机,另一个叫解释器?


当前回答

术语不同的一个原因可能是,人们通常认为向python解释器提供人类可读的原始源代码,而不用担心字节码之类的问题。

在Java中,必须显式地编译为字节码,然后在VM上只运行字节码,而不是源代码。

尽管Python在幕后使用虚拟机,但从用户的角度来看,大多数时候可以忽略这个细节。

其他回答

Python可以解释代码,而无需将其编译为字节码。Java不能。

Python是一种解释型语言,而不是编译型语言,尽管由于字节码编译器的存在,两者的区别可能很模糊。这意味着源文件可以直接运行,而无需显式地创建一个可执行文件,然后再运行。

(来自文档)。

在java中,每个文件都必须编译为.class文件,然后在JVM上运行。相反,python会通过主脚本导入这些文件,以帮助加快后续使用这些文件的速度。

然而,在典型的情况下,大多数python(至少是CPython)代码运行在模拟的堆栈机器中,它与JVM的指令几乎相同,因此没有太大的区别。

然而,这种区别的真正原因是,从一开始,java就把自己打上了“可移植的、可执行的字节码”的标签,而python则把自己打上了带有REPL的动态解释语言的标签。名字贴!

首先,你应该明白,编程或计算机科学一般不是数学,我们经常使用的大多数术语都没有严格的定义。

现在回答你的问题:

什么是解释器(计算机科学)

它按最小的可执行单元翻译源代码,然后执行该单元。

什么是虚拟机

对于JVM来说,虚拟机是一个包含解释器、类加载器、垃圾收集器、线程调度器、JIT编译器和许多其他东西的软件。

正如你所看到的,解释器是JVM的一部分,整个JVM不能被称为解释器,因为它包含许多其他组件。

为什么在谈论python时要用“解释器”这个词

在Java中,编译部分是显式的。 另一方面,Python的编译和解释过程不像Java那样明确,从最终用户的角度来看,解释是用于执行Python程序的唯一机制

for posts that mention that python does not need to generate byte code, I'm not sure that's true. it seems that all callables in Python must have a .__code__.co_code attribute which contains the byte code. I don't see a meaningful reason to call python "not compiled" just because the compiled artifacts may not be saved; and often aren't saved by design in Python, for example all comprehension compile new bytecode for it's input, this is the reason comprehension variable scope is not consistent between compile(mode='exec, ...) and compile compile(mode='single', ...) such as between running a python script and using pdb

HotSpot运行时被称为虚拟机,而CPython仅仅被称为解释器,这可能是有原因的

首先,CPython只是普通的、基于栈的字节码解释器。你向它输入Python操作码,CPython内部的软件堆栈机器就会计算你的代码,就像普通的解释器一样。

The Java HotSpot runtime is different. First and foremost, Java has 3 Just-in Time Compilers, C1, C2, and an experimental one that isn't in use yet. But that's not the main reason. The Interpreter inside the JVM is a very special kind of Interpreter called a Template Interpreter. Instead of just executing bytecode directly in a massive opcode switch case statement like CPython (And really almost every other interpreter does) does, the Template Interpreter inside the JVM contains an enormous arraylist. What does it contain? Key-value pairs of bytecodes and native CPU instructions! The arraylist is empty on startup and is filled with mappings of bytecodes pointing to native machine language to be directly run on the hardware just before your application starts up, what this means is that the "Interpreter" inside the JVM isn't actually an Interpreter at all- It's actually a discount Compiler! When Java bytecode is run, the "Interpreter" simply maps the input bytecode directly to native machine language and executes the native mapping directly, rather than implementing it in software. I'm not exactly sure why the JVM was made this way, but I suspect it was to easily execute "Interpreted" Code together with JIT Compiled Code seamlessly, and for speed/performance. If you pitted the JVM without JIT against CPython or most other interpreters it would still probably come out ahead of them, in virtue of its ingenious design which to my knowledge no other language has used before.

他们之间没有真正的区别,人们只是遵循创造者选择的惯例。