diff options
-rw-r--r-- | robots/algorithms.pyx | 135 | ||||
-rw-r--r-- | setup.py | 8 |
2 files changed, 143 insertions, 0 deletions
diff --git a/robots/algorithms.pyx b/robots/algorithms.pyx new file mode 100644 index 0000000..620cfce --- /dev/null +++ b/robots/algorithms.pyx @@ -0,0 +1,135 @@ +# cython: language_level=3 + +cimport cython + +import numpy as np +cimport numpy as np + +ITYPE = np.int32 +ctypedef np.int32_t ITYPE_t + +ctypedef cython.bint bool + +from robots.constants import DIRECTIONS + +INFINITY = float('inf') +FAKE_INFINITY = 1<<31 - 1 + +def distance_relaxer(distances, iterations=None): + width = len(distances[0]) + height = len(distances) + + predecessors = [ + [None] * width + for _ in range(height) + ] + + convert = { + INFINITY: FAKE_INFINITY, + None: -1, + } + unconvert = { + FAKE_INFINITY: INFINITY, + -1: None, + } + _distances = np.array( + [ + [ + convert.get(v, v) + for v in row + ] + for row in distances + ], + dtype=ITYPE, + order='c', + ) + + if iterations is None: + iterations = -1 + + _distance_relaxer( + _distances, + predecessors, + iterations, + width, height, + ) + + for y in range(height): + for x in range(width): + v = _distances[y, x] + distances[y][x] = unconvert.get(v, v) + + return predecessors + +@cython.boundscheck(False) +cdef void _distance_relaxer( + np.ndarray[ITYPE_t, ndim=2, mode='c'] distances, + predecessors, + int iterations, + Py_ssize_t width, + Py_ssize_t height, + DIRECTIONS=DIRECTIONS, +): + cdef Py_ssize_t x, y + cdef Py_ssize_t nx, ny + cdef ITYPE_t distance, this_distance + + cdef int i = 0 + cdef bool updated + + while i != iterations: + updated = False + + for y from 0 <= y < height: + for x from 0 <= x < width: + distance = distances[y, x] + if distance == -1: + continue + + nx = x + ny = (y - 1) % height + this_distance = distances[ny, nx] + if this_distance != -1: + if this_distance != FAKE_INFINITY: + this_distance += 1 + if this_distance < distances[y, x]: + distances[y, x] = this_distance + predecessors[y][x] = 'U' + updated = True + + nx = x + ny = (y + 1) % height + this_distance = distances[ny, nx] + if this_distance != -1: + if this_distance != FAKE_INFINITY: + this_distance += 1 + if this_distance < distances[y, x]: + distances[y, x] = this_distance + predecessors[y][x] = 'D' + updated = True + + nx = (x - 1) % width + ny = y + this_distance = distances[ny, nx] + if this_distance != -1: + if this_distance != FAKE_INFINITY: + this_distance += 1 + if this_distance < distances[y, x]: + distances[y, x] = this_distance + predecessors[y][x] = 'L' + updated = True + + nx = (x + 1) % width + ny = y + this_distance = distances[ny, nx] + if this_distance != -1: + if this_distance != FAKE_INFINITY: + this_distance += 1 + if this_distance < distances[y, x]: + distances[y, x] = this_distance + predecessors[y][x] = 'R' + updated = True + + if not updated: + break + i += 1 diff --git a/setup.py b/setup.py new file mode 100644 index 0000000..77263a7 --- /dev/null +++ b/setup.py @@ -0,0 +1,8 @@ +from setuptools import find_packages, setup +from Cython.Build import cythonize + +setup( + name='robots', + packages=find_packages(), + ext_modules = cythonize('robots/*.pyx') +) |