Graph search algorithms with a small object-oriented Python API.
Project description
waypy-routing
waypy-routing is a small Python package for finding paths in directed graphs. It includes classic unweighted and weighted search algorithms behind a simple object-oriented API.
Features
- Breadth-first search
- Depth-first search
- Limited-depth search
- Iterative deepening search
- Bidirectional search
- Uniform-cost search
- Greedy best-first search
- A* search
- Compatibility aliases for the original Portuguese API
Installation
pip install waypy-routing
Quick Start
from waypy import Agent
agent = Agent.from_adjacency({
"A": ["B", "C"],
"B": ["D"],
"C": ["D"],
"D": [],
})
path = agent.find_path("A", "D", method="breadth_first")
print(path)
# ["A", "B", "D"]
Weighted Graphs
from waypy import Agent
agent = Agent.from_weighted_adjacency({
"A": [("B", 1), ("C", 5)],
"B": [("C", 1)],
"C": [],
})
result = agent.find_weighted_path("A", "C", method="uniform_cost")
print(result.path)
# ["A", "B", "C"]
print(result.cost)
# 2.0
Available Methods
Unweighted methods:
breadth_firstdepth_firstlimited_depthiterative_deepeningbidirectional
Weighted methods:
uniform_costgreedya_star
Legacy aliases such as AMPLITUDE, PROFUNDIDADE, BIDIRECIONAL,
CUSTO_UNIFORME, and A_ESTRELA are still accepted.
Legacy API
The original class name remains available:
from waypy import Agente
agent = Agente()
agent.nodes = ["A", "B", "C"]
agent.graphs = [["B"], ["C"], []]
agent.starting_points = ["A"]
path = agent.encontrar_ajuda_humanitaria("C", "AMPLITUDE")
print(path)
# ["A", "B", "C"]
New projects should prefer Agent, find_path, and find_weighted_path.
Development
Install the package locally with test dependencies:
python -m pip install -e ".[test]"
Run the test suite:
python -m pytest
Build distribution artifacts:
python -m pip install build twine
python -m build
python -m twine check dist/*
Publish to PyPI:
python -m twine upload dist/*
License
waypy-routing is distributed under the MIT License.
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