31 lines
1.2 KiB
Python
31 lines
1.2 KiB
Python
#####################################################
|
|
# Copyright (c) Xuanyi Dong [GitHub D-X-Y], 2021.04 #
|
|
#####################################################
|
|
# pytest tests/test_synthetic_env.py -s #
|
|
#####################################################
|
|
import unittest
|
|
|
|
from xautodl.datasets.math_core import ConstantFunc, ComposedSinFunc
|
|
from xautodl.datasets.synthetic_core import SyntheticDEnv
|
|
|
|
|
|
class TestSynethicEnv(unittest.TestCase):
|
|
"""Test the synethtic environment."""
|
|
|
|
def test_simple(self):
|
|
mean_generator = ComposedSinFunc(constant=0.1)
|
|
std_generator = ConstantFunc(constant=0.5)
|
|
dataset = SyntheticDEnv([mean_generator], [[std_generator]], num_per_task=5000)
|
|
print(dataset)
|
|
for timestamp, tau in dataset:
|
|
self.assertEqual(tau.shape, (5000, 1))
|
|
|
|
def test_length(self):
|
|
mean_generator = ComposedSinFunc(constant=0.1)
|
|
std_generator = ConstantFunc(constant=0.5)
|
|
dataset = SyntheticDEnv([mean_generator], [[std_generator]], num_per_task=5000)
|
|
self.assertEqual(len(dataset), 100)
|
|
|
|
dataset = SyntheticDEnv([mean_generator], [[std_generator]], mode="train")
|
|
self.assertEqual(len(dataset), 60)
|