autodl-projects/tests/test_math_adv.py
2021-05-09 18:37:37 +08:00

71 lines
2.1 KiB
Python

#####################################################
# Copyright (c) Xuanyi Dong [GitHub D-X-Y], 2021.03 #
#####################################################
# pytest tests/test_math_adv.py -s #
#####################################################
import sys, random
import unittest
import pytest
from pathlib import Path
lib_dir = (Path(__file__).parent / ".." / "lib").resolve()
print("library path: {:}".format(lib_dir))
if str(lib_dir) not in sys.path:
sys.path.insert(0, str(lib_dir))
from datasets import QuadraticFunc
from datasets import ConstantFunc
from datasets import DynamicLinearFunc
from datasets import DynamicQuadraticFunc
from datasets import ComposedSinFunc
class TestConstantFunc(unittest.TestCase):
"""Test the constant function."""
def test_simple(self):
function = ConstantFunc(0.1)
for i in range(100):
assert function(i) == 0.1
class TestDynamicFunc(unittest.TestCase):
"""Test DynamicQuadraticFunc."""
def test_simple(self):
timestamps = 30
function = DynamicQuadraticFunc()
function_param = dict()
function_param[0] = ComposedSinFunc(
num=timestamps, num_sin_phase=4, phase_shift=1.0, max_amplitude=1.0
)
function_param[1] = ConstantFunc(constant=0.9)
function_param[2] = ComposedSinFunc(
num=timestamps, num_sin_phase=5, phase_shift=0.4, max_amplitude=0.9
)
function.set(function_param)
print(function)
with self.assertRaises(TypeError) as context:
function(0)
function.set_timestamp(1)
print(function(2))
def test_simple_linear(self):
timestamps = 30
function = DynamicLinearFunc()
function_param = dict()
function_param[0] = ComposedSinFunc(
num=timestamps, num_sin_phase=4, phase_shift=1.0, max_amplitude=1.0
)
function_param[1] = ConstantFunc(constant=0.9)
function.set(function_param)
print(function)
with self.assertRaises(TypeError) as context:
function(0)
function.set_timestamp(1)
print(function(2))