├── -1. Legacy ├── 062. __slots__ Magic │ └── main.py ├── 063. frozenset │ └── main.py ├── 064. Concurrent - Multi Threading │ └── main.py ├── 065. Concurrent - Multi Processing │ └── main.py ├── 066. Concurrent - Green Thread with 'gevent' │ └── main.py ├── 067. Concurrent - Callback Style with 'tornado' │ └── main.py ├── 068. Concurrent - Async Coroutine Style with 'yield from' & 'asyncio' & 'aiohttp' │ └── main.py └── 069. Concurrent - Async & Await of Python 3.5 │ └── main.py ├── .gitignore ├── 000. Better Python 59 Ways ├── 01. Version Check │ └── main.py ├── 02. PEP8 Style │ └── main.py ├── 03. bytes, str, unicode │ └── main.py ├── 04. Helper Function │ └── main.py ├── 05. Sequence Slicing │ └── main.py └── README.md ├── 000. Flask ├── 00. Useful External Packages │ ├── Flasgger │ │ └── main.py │ ├── Flask-CORS │ │ └── main.py │ ├── Flask-WTF │ │ └── main.py │ ├── Flask-jwt-extended │ │ └── main.py │ ├── Flask-jwt │ │ └── main.py │ ├── Flask-limiter │ │ └── main.py │ └── Flask-restful │ │ ├── index.py │ │ └── main.py ├── 01. Hello World Server │ └── main.py ├── 02. app.run() │ └── main.py ├── 03. Define HTTP Method when routing & app.add_url_rule() │ └── main.py ├── 04. Handle Request │ ├── 1. Query Parameter - request.args.py │ ├── 2. Form Parameter - request.form.py │ ├── 3. request.args, request.form as Dictionary.py │ ├── 4. Mixed Parameter - request.values.py │ ├── 5. JSON Payload - request.json.py │ ├── 6. Form File - request.files.py │ ├── 7. Fallback - request.data.py │ └── 8. Other Data - request.headers & request.uri & etc.py ├── 05. Handle Response │ ├── 1. flask.wrappers.Response.py │ ├── 2. JSON Response.py │ ├── 3. File Response.py │ ├── 4. Response with Status Code.py │ └── 5. Unicode Handling.py ├── 06. Handle Cookie │ └── main.py ├── 07. abort() │ └── main.py ├── 08. Error intercept - app.errorhandler() │ └── main.py ├── 09. Custom HTTP Error Code │ └── main.py ├── 10. app.config │ └── main.py ├── 11. app.logger │ └── main.py ├── 12. Blueprint │ └── main.py ├── 13. Application Context & current_app & g │ └── main.py ├── 14. Request Context & Callback Decorators │ └── main.py ├── 15. Werkzeug Middleware │ └── main.py └── README.md ├── 000. Python Built-in Functions ├── README.md ├── abs() │ └── main.py ├── all() │ └── main.py ├── any() │ └── main.py ├── bin() │ └── main.py ├── bool() │ └── main.py ├── dict() │ └── main.py ├── dir() │ └── main.py ├── divmod() │ └── main.py ├── enumerate() │ └── main.py ├── exec() │ └── main.py ├── hasattr() │ └── main.py ├── id() │ └── main.py ├── isinstance() │ └── main.py ├── iter() │ └── main.py ├── len() │ └── main.py ├── list(), tuple() │ └── main.py ├── max() │ └── main.py ├── min() │ └── main.py ├── next() │ └── main.py ├── range() │ └── main.py ├── reversed() │ └── main.py ├── set() │ └── main.py ├── sum() │ └── main.py └── zip() │ └── main.py ├── 000. Python Standard Library ├── Concurrent Execution │ └── subprocess - Subprocess management │ │ └── main.py ├── Cryptographic │ └── hashlib - Secure hashes and message digests │ │ └── main.py ├── Data Compression and Archiving │ └── gzip - Support for gzip files │ │ └── main.py ├── Data Persistence │ ├── pickle - Python object serialization │ │ └── main.py │ └── sqlite3 - DB-API 2.0 Interface for SQLite │ │ └── main.py ├── Data Types │ ├── calendar - General calendar-related functions │ │ └── main.py │ ├── collections - Container datatypes │ │ └── main.py │ ├── copy - Shallow and deep copy operations │ │ └── main.py │ ├── datetime - Date and Time │ │ └── main.py │ ├── enum - Support for enumerations │ │ └── main.py │ ├── pprint - Data pretty printer │ │ └── main.py │ └── types - Dynamic type creation and names for built-in types │ │ └── main.py ├── Debugging and Profiling │ └── timeit - Measure Execution Time of Small Code Snippets │ │ └── main.py ├── Development Tools │ ├── doctest - Test interactive Python │ │ └── main.py │ └── unittest - Unit testing framework │ │ └── main.py ├── File Formats │ ├── configparser - Configuration file parser │ │ └── main.py │ └── csv - CSV File Reading and Writing │ │ ├── main.py │ │ └── test.csv ├── Functional Progamming Modules │ ├── itertools - Functions creating iterators for efficient looping │ │ └── main.py │ └── operator - Standard operator as functions │ │ └── main.py ├── Generic Operation System │ ├── argparse - Parser for command-line options, arguments and sub-commands │ │ └── main.py │ ├── os - Miscellaneous operating system interfaces │ │ └── main.py │ ├── os.path - Common Pathname Manipulations │ │ └── main.py │ └── time - Time access and conversions │ │ └── main.py ├── Importing Modules │ └── pkgutil - Package extension utility │ │ ├── main.py │ │ └── test │ │ ├── __init__.py │ │ └── some_module.py ├── Internet Data Handling │ └── json - JSON encoder and decoder │ │ └── main.py ├── Internet Protocols and Support │ ├── smtplib - SMTP protocol client │ │ └── main.py │ ├── urllib.parse - Parse URLs into components │ │ └── main.py │ ├── urllib.request - Extensible library for opening URLs │ │ └── main.py │ ├── uuid - UUID objects according to RFC 4122 │ │ └── main.py │ └── webbrowser - Convenient Web-browser controller │ │ └── main.py ├── Interprocess Communication and Networking │ └── socket - Low-level networking interface │ │ ├── client.py │ │ └── server.py ├── Multimedia Services │ └── wave - Read and Write WAV Files │ │ ├── SineWaveMinus16.wav │ │ └── main.py ├── Numeric and Mathematical Modules │ └── random - Get random value │ │ └── main.py ├── Python Language Services │ └── keyword - Testing for Python Keywords │ │ └── main.py ├── Python Runtime Services │ ├── builtins - Built-in objects │ │ └── main.py │ ├── contextlib - Utilities for with-statement contexts │ │ └── main.py │ └── inspect - Inspect live objects │ │ ├── another.py │ │ └── main.py ├── README.md └── Text Processing Services │ ├── re - Regular expression │ └── main.py │ └── string - Common string operations │ └── main.py ├── 000. Useful External Packages ├── README.md ├── beautifulsoup - HTML&XML parser │ └── main.py ├── jsonschema - implementation of JSON Schema │ └── main.py ├── kafka-python - Python client for Apache Kafka │ └── main.py ├── mongoengine - MongoDB ODM for Python │ ├── main.py │ └── model.py ├── openpyxl - XLSX Read&Write │ ├── main.py │ └── test.xlsx ├── peewee - Small, Expressive ORM │ └── main.py ├── pendulum - Python datetimes made easy │ └── main.py ├── pillow - Imaging Library │ ├── 01. Load, Crop, Combine │ │ └── main.py │ ├── 02. Split RGB channel │ │ └── main.py │ ├── 03. Merge RGB separated images │ │ └── main.py │ ├── 04. Resize, Flip, Rotate │ │ └── main.py │ ├── 05. ImageFilter │ │ └── main.py │ ├── 06. Access pixel │ │ └── main.py │ └── 07. Black point, White point │ │ └── main.py ├── pydub - Manipulate Audio with a Simple and Easy High Level Interface │ └── main.py ├── pyfcm - Firebase Cloud Messaging │ └── main.py ├── pyjwt - JWT implementation in Python │ └── main.py ├── pymongo - Python driver for MongoDB │ └── main.py ├── pymysql - Pure Python MySQL Client │ └── main.py ├── python-i18n - language internationalization │ ├── foo.en.yml │ └── main.py ├── redis - Redis Python Client │ └── main.py ├── requests - HTTP request helper │ └── main.py ├── sqlalchemy - Object Relational Mapper for Python │ └── main.py ├── ujson - Ultra fast JSON encoder and decoder │ └── main.py ├── xlrd - Extract data from MS Excel spreadsheet file │ └── main.py ├── xlsxwriter - XLSX Write │ └── main.py └── xlwt - XLS Write │ └── main.py ├── 000. Web Scraping ├── 001. Prepare 1 - urllib │ └── main.py ├── 002. Prepare 2 - requests │ └── main.py ├── 003. Prepare 3 - re │ └── main.py ├── 004. Prepare 4 - beautifulsoup │ └── main.py ├── 005. Naver Real Time Query │ └── main.py ├── 006. School Meal │ └── main.py ├── 007. Prepare 5 - Selenium │ └── main.py ├── 008. Wanted │ └── main.py ├── 009. Onoffmix │ └── main.py ├── 010. GitHub Trend │ └── main.py └── 017. CryptoCurrency Calendar │ └── main.py ├── 001. Hello World & Semicolon in Python └── main.py ├── 002. Comment └── main.py ├── 003. Type System of Python & Variable Declaration & Built-in Types └── main.py ├── 004. Number Literal Expression & Type └── main.py ├── 005. Arithmetic Operator & Increment, Decrement Operator in Python └── main.py ├── 006. String Literal Expression & Type └── main.py ├── 007. String Formatting └── main.py ├── 008. Bytes Literal Expression & Type └── main.py ├── 009. String-Bytes Convert └── main.py ├── 010. Bool Literal Expression & Type └── main.py ├── 011. None └── main.py ├── 012. List, Tuple Literal Expression & Type └── main.py ├── 013. Indexing & Slicing of Sequences, Comparison of List and Tuple └── main.py ├── 014. Negative Index & Stride in Slicing └── main.py ├── 015. Concat & Multiplication of Seqeneces └── main.py ├── 016. String as a Sequence └── main.py ├── 017. Dictionary, Set Literal Expression & Type └── main.py ├── 018. Unpacking of Iterables └── main.py ├── 019. Other Interactions for Iterables ├── 1. string.py ├── 2. list.py ├── 3. tuple.py ├── 4. dictionary.py └── 5. set.py ├── 020. Bool Condition of Built-in Types └── main.py ├── 021. Relational Operator & Relational Operator Chaining └── main.py ├── 022. Logical Operator & in & is └── main.py ├── 023. if & elif & else Statement └── main.py ├── 024. Ternary, Walrus Operator └── main.py ├── 025. While Loop └── main.py ├── 026. For Loop └── main.py ├── 027. break & continue Statement └── main.py ├── 028. else Block in Loops └── main.py ├── 029. pass Statement └── main.py ├── 030. Comprehension └── main.py ├── 031. Function └── main.py ├── 032. Global & Nonlocal └── main.py ├── 033. Function - Keyword Only, Positional Only Argument └── main.py ├── 034. Function - Inner Function, Function as a Value └── main.py ├── 035. Function - Lexical Scope, Nested Scope, Closure └── main.py ├── 036. Function - Function Scope └── main.py ├── 037. Function - lambda └── main.py ├── 038. Built-in Function - type & Type Casting Functions └── main.py ├── 039. Built-in Function - range └── main.py ├── 040. Built-in Function - len └── main.py ├── 041. Built-in Function - enumerate └── main.py ├── 042. Built-in Function - map, filter └── main.py ├── 043. OOP - Class & Instancing & Constructor └── main.py ├── 044. OOP - Class Level Logic └── main.py ├── 045. OOP - Class Inheritancing & Method Overrding & super() └── main.py ├── 046. OOP - @property, setter, deleter └── main.py ├── 047. Built-in Function - hasattr, getattr, setattr └── main.py ├── 048. Docstring └── main.py ├── 049. Error - Error Handling └── main.py ├── 050. Error - raise Statement & Custom Error └── main.py ├── 051. Error - Abstract Method Representation with NotImplementedError └── main.py ├── 052. Underscore - for Value Ignore └── main.py ├── 053. Underscore - for Private └── main.py ├── 054. Underscore - for Magic Method └── main.py ├── 055. Modularization - Module & Import ├── calculator.py └── main.py ├── 056. Modularization - Package & __init__.py ├── calculators │ ├── __init__.py │ ├── functions │ │ ├── __init__.py │ │ ├── basic.py │ │ └── custom.py │ └── operator.py └── main.py ├── 057. Modularization - import - as ├── calculator.py └── main.py ├── 058. Constant Representation └── main.py ├── 058. Modularization - import for interpreter ├── b.py └── main.py ├── 059. Decorator └── main.py ├── 060. Iterator & iter() & next() └── main.py ├── 061. Yield Expression & Generator & Generator Expression └── main.py ├── 062. Assert └── main.py ├── 063. Argument Unpacking └── main.py ├── 064. Coroutines └── main.py ├── 065. Context Manager(with - as) └── main.py ├── 066. Basic Type Hinting └── main.py ├── 101. Fundamentals of Built-in Library - typing └── main.py ├── 102. Fundamentals of Built-in Library - dataclass └── main.py ├── 103. Fundamentals of Built-in Library - abc └── main.py ├── CODE_OF_CONDUCT.md ├── LICENSE └── README.md /-1. Legacy/062. __slots__ Magic/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoMingyu/--Awesome-Python--/HEAD/-1. Legacy/062. __slots__ Magic/main.py -------------------------------------------------------------------------------- /-1. Legacy/063. frozenset/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoMingyu/--Awesome-Python--/HEAD/-1. Legacy/063. frozenset/main.py -------------------------------------------------------------------------------- /-1. Legacy/064. 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