What is Python?

  • A scripting language ( source code ->intepreter) : source code --> compiler --> byte code -> intepreter
    • python virtual machine
    • no need for def main(), but you can run by if ___name\__ = 'main":
  • dynamic reference( type can change at run time), strongly-typed language
  • almost everything in python is an object(id, name), bind with names
    • dir()-display names in the current local scope
  • """... """ can produce automatic model documents
  • library
    • glue language
  • functional programing
  • object oriented
  • multi-purpose
    • web: WSGI API, Django framework, Flask, cache, unit test,
    • GUI: wxPython, PyQt
    • OS: linux, mac, NetBSD
    • game: 3D model
    • Data sicence: integrating with C, C++ and FORTRAN
    • prototyping + production
  • Weakness
    • single thread
      • global interpreter lock(GIL) determines interpreter can only execute one line at the same time
      • Python C extensions can use native multithreading (in C or C++) can run code parrallel without being impacted by GIL

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