Why Python is not both an interpreter and a compiler?
cs at zip.com.au
Mon Aug 31 11:59:54 CEST 2015
On 31Aug2015 01:35, Mahan Marwat <mahanmarwat at gmail.com> wrote:
>What I know about an interpreter and a compiler is: they both convert source code to machine code and the only difference is, an interpreter convert it, line by line while compiler convert the whole source file.
This is simplistic and misleading.
Compilation is the process of taking a program and converting it into an
efficient binary form, attaching whatever else is needed (such a references to
required libraries). Languages like C are usually compiled to machine code, and
executed directly by hardware. Languages like Python are usually compiled to
"byte code", effectively a machine code for a logical machine.
When hardware acts on machine code it is said to execute it. When a piece of
software acts on byte code, it is said to "interpret" it. The main difference
is the notional level of execution, and the corresponding level of abstraction
in the machine code: machine code for a hardware CPU is normally very direct
and contains instructions directly related to the hardware facilities exposed
by the CPU (registers, memory, etc). Conversely, byte code (machine code for a
more abstract interpreter) is more abstract: the basic elements will be higher
level entities like strings or integers , and memory will be described by more
abstract items like slots in call frames or names to look up in symbol tables.
>Now if we compile a C source file on C compiler, it will produce a small executable file. But if we compile (freeze) a Python source file on Python interpreter (using cx_freeze), it will produce a big executable file.
If you compile a C program with "static" linking you will get a much large
program. Modern machines support dynamic library linking, where the needed
libraries are attached to the executing program on the fly, largely when the
program is started. That relies on the libraries being available in the
filesystem when the program is invoked. By contrast a "staticly" linked program
will get copies of the libraries installed into the executable when compiled.
>Now the thing is C compiler does not embed a C compiler inside our program, while the Python interpreter (cx_freeze, pytoexe) embed Python interpreter inside our program, what is the reason?
Chris Angelico has described why a Python interpreter is needed at runtime:
Python can accept arbitrary Python code at runtime, so it needs to be able to
compile it (to byte code) and interpret that byte code.
>The question is, why cx_freeze etc... embed Python interpreter inside our programs, they are unable to produce machine code like C compiler do?
>Cant we program a language, which is both interpreted and compiled? The core developer cant add the compiling functionality to Python?
You can go a long way there. There are alternatives to CPython which try to do
this, such as Cython. A major obstacle to "complete" compilation is that Python
is a dynamic language. Every variable may be bound to an object of any type at
any time, so a lot of behaviour is dependent on the current binding, which may
Languages like C are staticly typed: their operations convert far more directly
to machine operations (in fact, this is an explicit target of their design).
Languages like Python aim for a more freindly and flexible programming syntax,
and some of the price of that is more indirection between "byte code" and the
underlying machine operations.
Cameron Simpson <cs at zip.com.au>
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