trent 0.5.0

Convenient Sequence/Iterable/Collection processing for python. Inspired by Clojure mapping and threading macros.

trent

Convenient Collection/Sequence/Iterable processing for python.

Inspired by Clojure mapping and threading macros.

Supprot full python12 (and later vesrsion) typing, unlike default map and filter functions. Which allows for production-grade development. Provides some work-around for python typing issues (like inability to filter out types from aggregate type). Provides some auxiliary side funtions, like first, second, nth, getter etc. Also, provide some additional usefull functionality, like group_by and partition_by (see more examples below)

What is it for

Writing functional, fully typehinted code in a style of Common Lisp / Clojure mappings, with convenience of Clojure funcall threading (->, ->>, as-> macroses), but with python native syntax (without trying to force-fit any other syntax in)

And more:

• Processing Iterables in a functional manner, with lazy evaluation (in most cases)
• Iterating, concating, grouping and collecting elements of given sequences quickly.
• Prototyping code in quick, readable and maintanable manner.
• Writing fully typehinted code (unlike default map/filter)
• Built-in assyncronous calls (mapping, filtering etc.)
• Reducing resulting iterables.

What is it NOT for

trent - is keps simple for a reason. Don't try to use it for more than it designed for.

• Not for high load / high performance Sequences processing (although - it supports parallel-map)
• Not for processing table-like data. Just use pandas/polars/pyspark for that. trent is more suitable for processing each element individually