ray/scripts/example_functions.py
2016-07-06 13:51:32 -07:00

33 lines
646 B
Python

import ray
import numpy as np
from typing import List
@ray.remote([int], [float])
def estimate_pi(n):
x = np.random.uniform(size=n)
y = np.random.uniform(size=n)
return 4 * np.mean(x ** 2 + y ** 2 < 1)
@ray.remote([int], [int])
def increment(x):
return x + 1
@ray.remote([int, int], [int])
def add(a, b):
return a + b
@ray.remote([List[int]], [np.ndarray])
def zeros(shape):
return np.zeros(shape)
@ray.remote([np.ndarray, np.ndarray], [np.ndarray])
def dot(a, b):
return np.dot(a, b)
@ray.remote([], [])
def throw_exception():
raise Exception("This function intentionally failed.")
@ray.remote([], [])
def no_op():
pass