onestepx 0.3.6

Instant hierarchical collapse to terminal node (O(1) traversal)

OneStep

Instant hierarchical collapse — from O(N) traversal to O(1) constant time.

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What is it?

OneStep implements the OneStep search model: pre‑collapse any hierarchy to a single terminal representation T so that predicates operate on T instead of traversing nodes.

Formally, for a predicate P over nodes, OneStep defines a lifted predicate P^# acting on the terminal object T, so queries are constant‑time:

Q(v, P) = P^#(T)

Install

pip install onestep

(or build from source with python -m build and pip install dist/*.whl)

Quick Start

from onestep import collapse_to_terminal, TERMINAL
from onestep.hierarchy import Node

root = Node("Root")
root.add_child(Node("Child"))
t = collapse_to_terminal(root)
assert t is TERMINAL
print(t)  # Terminal

CLI

onestep --demo

Why O(1)?

The pre‑collapse phase is a one‑time cost when data changes. Queries apply to the terminal object T only; they no longer depend on the size of the hierarchy.

License

MIT © 2025 Your Name