Changed tensor pseudo-code so that the example is runnable
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@ -1101,18 +1101,15 @@ class DatasetV2(object):
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"""Filters this dataset according to `predicate`.
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"""Filters this dataset according to `predicate`.
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```python
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```python
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# NOTE: The following examples use `{ ... }` to represent the
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d = tf.data.Dataset.from_tensor_slices([1, 2, 3])
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# contents of a dataset.
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a = { 1, 2, 3 }
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b = { 4, 5, 6, 7 }
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a.filter(lambda x: x < 3) == { 1, 2 }
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d = d.filter(lambda x: x < 3) # [1, 2]
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# `tf.math.equal(x, y)` is required for equality comparison
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# `tf.math.equal(x, y)` is required for equality comparison
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def filter_fn(x):
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def filter_fn(x):
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return tf.math.equal(x, 4)
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return tf.math.equal(x, 1)
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b.filter(filter_fn) == { 4 }
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d = d.filter(filter_fn) # [1]
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```
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```
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Args:
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Args:
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