def testCounter(self):
"""Test dataset construction using `count`."""
dataset = counter.Counter(start=3, step=4)
self.assertEqual([], dataset.output_shapes.as_list())
self.assertEqual(dtypes.int64, dataset.output_types)
get_next = self.getNext(dataset)
negative_dataset = counter.Counter(start=0, step=-1)
negative_get_next = self.getNext(negative_dataset)
self.assertEqual(3, self.evaluate(get_next()))
self.assertEqual(3 + 4, self.evaluate(get_next()))
self.assertEqual(3 + 2 * 4, self.evaluate(get_next()))
self.assertEqual(0, self.evaluate(negative_get_next()))
self.assertEqual(-1, self.evaluate(negative_get_next()))
self.assertEqual(-2, self.evaluate(negative_get_next()))
def testCounter(self, start, step, expected_output):
"""Test dataset construction using `count`."""
dataset = counter.Counter(start, step)
self.assertEqual(
[], dataset_ops.get_legacy_output_shapes(dataset).as_list())
self.assertEqual(dtypes.int64, dataset_ops.get_legacy_output_types(dataset))
get_next = self.getNext(dataset)
for expected in expected_output:
self.assertEqual(expected, self.evaluate(get_next()))
def testCounter(self):
"""Test dataset construction using `count`."""
iterator = (counter.Counter(start=3, step=4).make_one_shot_iterator())
get_next = iterator.get_next()
self.assertEqual([], get_next.shape.as_list())
self.assertEqual(dtypes.int64, get_next.dtype)
negative_iterator = (counter.Counter(start=0,
step=-1).make_one_shot_iterator())
negative_get_next = negative_iterator.get_next()
with self.cached_session() as sess:
self.assertEqual(3, self.evaluate(get_next))
self.assertEqual(3 + 4, self.evaluate(get_next))
self.assertEqual(3 + 2 * 4, self.evaluate(get_next))
self.assertEqual(0, self.evaluate(negative_get_next))
self.assertEqual(-1, self.evaluate(negative_get_next))
self.assertEqual(-2, self.evaluate(negative_get_next))
def Counter(start=0, step=1, dtype=dtypes.int64):
"""Creates a `Dataset` that counts from `start` in steps of size `step`.
For example:
```python
Dataset.count() == [0, 1, 2, ...)
Dataset.count(2) == [2, 3, ...)
Dataset.count(2, 5) == [2, 7, 12, ...)
Dataset.count(0, -1) == [0, -1, -2, ...)
Dataset.count(10, -1) == [10, 9, ...)
```
Args:
start: (Optional.) The starting value for the counter. Defaults to 0.
step: (Optional.) The step size for the counter. Defaults to 1.
dtype: (Optional.) The data type for counter elements. Defaults to
`tf.int64`.
Returns:
A `Dataset` of scalar `dtype` elements.
"""
return counter.Counter(start, step, dtype)