import unittest

from chainer import dataset
from chainer import testing


class SimpleDataset(dataset.DatasetMixin):

    def __init__(self, values):
        self.values = values

    def __len__(self):
        return len(self.values)

    def get_example(self, i):
        return self.values[i]


class TestDatasetMixin(unittest.TestCase):

    def setUp(self):
        self.ds = SimpleDataset([1, 2, 3, 4, 5])

    def test_getitem(self):
        for i in range(len(self.ds.values)):
            self.assertEqual(self.ds[i], self.ds.values[i])

    def test_slice(self):
        ds = self.ds
        self.assertEqual(ds[:], ds.values)
        self.assertEqual(ds[1:], ds.values[1:])
        self.assertEqual(ds[2:], ds.values[2:])
        self.assertEqual(ds[1:4], ds.values[1:4])
        self.assertEqual(ds[0:4], ds.values[0:4])
        self.assertEqual(ds[1:5], ds.values[1:5])
        self.assertEqual(ds[:-1], ds.values[:-1])
        self.assertEqual(ds[1:-2], ds.values[1:-2])
        self.assertEqual(ds[-4:-1], ds.values[-4:-1])
        self.assertEqual(ds[::-1], ds.values[::-1])
        self.assertEqual(ds[4::-1], ds.values[4::-1])
        self.assertEqual(ds[:2:-1], ds.values[:2:-1])
        self.assertEqual(ds[-1::-1], ds.values[-1::-1])
        self.assertEqual(ds[:-3:-1], ds.values[:-3:-1])
        self.assertEqual(ds[-1:-3:-1], ds.values[-1:-3:-1])
        self.assertEqual(ds[4:1:-1], ds.values[4:1:-1])
        self.assertEqual(ds[-1:1:-1], ds.values[-1:1:-1])
        self.assertEqual(ds[4:-3:-1], ds.values[4:-3:-1])
        self.assertEqual(ds[-2:-4:-1], ds.values[-2:-4:-1])
        self.assertEqual(ds[::2], ds.values[::2])
        self.assertEqual(ds[1::2], ds.values[1::2])
        self.assertEqual(ds[:3:2], ds.values[:3:2])
        self.assertEqual(ds[1:4:2], ds.values[1:4:2])
        self.assertEqual(ds[::-2], ds.values[::-2])


testing.run_module(__name__, __file__)

import unittest

from chainer import dataset
from chainer import testing


class SimpleDataset(dataset.DatasetMixin):

    def __init__(self, values):
        self.values = values

    def __len__(self):
        return len(self.values)

    def get_example(self, i):
        return self.values[i]


class TestDatasetMixin(unittest.TestCase):

    def setUp(self):
        self.ds = SimpleDataset([1, 2, 3, 4, 5])

    def test_getitem(self):
        for i in range(len(self.ds.values)):
            self.assertEqual(self.ds[i], self.ds.values[i])

    def test_slice(self):
        ds = self.ds
        self.assertEqual(ds[:], ds.values)
        self.assertEqual(ds[1:], ds.values[1:])
        self.assertEqual(ds[2:], ds.values[2:])
        self.assertEqual(ds[1:4], ds.values[1:4])
        self.assertEqual(ds[0:4], ds.values[0:4])
        self.assertEqual(ds[1:5], ds.values[1:5])
        self.assertEqual(ds[:-1], ds.values[:-1])
        self.assertEqual(ds[1:-2], ds.values[1:-2])
        self.assertEqual(ds[-4:-1], ds.values[-4:-1])
        self.assertEqual(ds[::-1], ds.values[::-1])
        self.assertEqual(ds[4::-1], ds.values[4::-1])
        self.assertEqual(ds[:2:-1], ds.values[:2:-1])
        self.assertEqual(ds[-1::-1], ds.values[-1::-1])
        self.assertEqual(ds[:-3:-1], ds.values[:-3:-1])
        self.assertEqual(ds[-1:-3:-1], ds.values[-1:-3:-1])
        self.assertEqual(ds[4:1:-1], ds.values[4:1:-1])
        self.assertEqual(ds[-1:1:-1], ds.values[-1:1:-1])
        self.assertEqual(ds[4:-3:-1], ds.values[4:-3:-1])
        self.assertEqual(ds[-2:-4:-1], ds.values[-2:-4:-1])
        self.assertEqual(ds[::2], ds.values[::2])
        self.assertEqual(ds[1::2], ds.values[1::2])
        self.assertEqual(ds[:3:2], ds.values[:3:2])
        self.assertEqual(ds[1:4:2], ds.values[1:4:2])
        self.assertEqual(ds[::-2], ds.values[::-2])
        self.assertEqual(ds[:10], ds.values[:10])


testing.run_module(__name__, __file__)

Add a test case with excessive stop values on slicing DatasetMixin