Python_vs_Java.md

How things should be done in Python vs. Java

Table of Content:

• Coding Styles (PEP 8, Google Style)
  • Naming Conventions
  • Code Layout
  • Code Quality Tools (.editorconfig, PyLint)
• Environment Management
  • Pip requirements (pip)
  • Conda environment management (conda)
• Building Tools
• Pythonic Objects, Protocols, and ABCs (abc, UML)
• Data Structures
  • [Linear Data Structure]
    • Tuple and Tuple Unpacking (tuple)
    • List and List comprehension
    • Deque, Synchronized Queue, Priority Queue, Counter
    • String (f-strings, string manipulations, regular expression)
    • Common Sequence Operations and Indexing
  • [Key-Value Map]
    • Dictionary and Dictionary comprehension (bunch)
    • Set
  • Enumeration (enum34)
  • Matrix with numpy (numpy, memmap, bcolz)
  • Dataframe with pandas (pandas)
  • Numeric and Bit Operators
• Control Flows (compound statements)
• Functional Programming
• Modules
• Exceptions (throw exception)
• Debugging (pdb, ipdb)
• IO Operations
  • Csv, Json, and Yaml (csv, json, ujson, PyYAML)
  • Data Class (attrs, mashmallow, sqlalchemy)
  • Path operations (pathlib, os.path)
  • Pretty Print (tabulate, termcolor)
  • Progress bar (tqdm)
• Process and Parallel Processing
  • Process
  • Parallel Processing (multiprocessing)
• Networking
  • Consume REST API (requests)
  • Build REST API (flask, flask-restplus, connexion)
• Testing
  • Factory Boy
  • Pytest
  • Pytest-mock
• CLI
  • click
  • plumbum
• Dataclass
  • attrs
• Typing
  • mypy
  • pylint
• Microservices (12 factor)