Stdlib Deep Dives¶
Master the Python standard library. No external packages needed for most of these.
graph TD
pathlib["pathlib"] --> caching["caching"]
caching --> multiprocess["multiprocessing"]
pathlib --> fractions["fractions"]
pathlib --> ansi["ANSI escape sequences"]
pathlib --> singledispatch["singledispatch"]
style pathlib fill:#e3f2fd,stroke:#1565c0
style caching fill:#e3f2fd,stroke:#1565c0
style multiprocess fill:#e3f2fd,stroke:#1565c0
style fractions fill:#e3f2fd,stroke:#1565c0
style ansi fill:#e3f2fd,stroke:#1565c0
style singledispatch fill:#e3f2fd,stroke:#1565c0
click pathlib "../wiki/lightning-talks/pathlib/"
click caching "../wiki/lightning-talks/caching/"
click multiprocess "../wiki/lightning-talks/multiprocess/"
click fractions "../wiki/lightning-talks/fractions/"
click ansi "../wiki/lightning-talks/ansi-escape-sequences/"
click singledispatch "../wiki/lightning-talks/singledispatch/"
The Sequence¶
- pathlib — Modern, object-oriented file path handling. The foundation for everything else.
- ANSI Escape Sequences — Terminal colors, positioning, and animation using only builtins
- fractions — Rational number arithmetic and measurement conversion
- caching — Memoization with
functools.lru_cachefor performance - multiprocessing — Parallel execution when caching isn't enough
- singledispatch — Function overloading based on argument type
Where to Go Next¶
- pathlib feeds into → Packaging & Distribution (zipapp, pyinstaller)
- caching concepts apply to → AI/ML Path (DSPy optimization)