-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathrandom_walk.py
40 lines (30 loc) · 1.21 KB
/
random_walk.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
from random import choice
class RandomWalk:
"""A class to generate random walks."""
def __init__(self, num_points=5000):
"""Initialize attributes of a walk."""
self.num_points = num_points
# All walks start at (0, 0).
self.x_values = [0]
self.y_values = [0]
def fill_walk(self):
"""Calculate all the points in the walk."""
# Keep taking steps until the walk reaches the desired length.
while len(self.x_values) < self.num_points:
# Decide which direction to go and how far
# to go in that direction.
x_step = self._get_step()
y_step = self._get_step()
# Reject moves that go nowhere.
if x_step == 0 and y_step == 0:
continue
# Calculate the new position.
x = self.x_values[-1] + x_step
y = self.y_values[-1] + y_step
self.x_values.append(x)
self.y_values.append(y)
def _get_step(self):
"""Calculate the direction and distance of a step"""
direction = choice([1, -1])
distance = choice(range(0, 5))
return direction * distance