1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
|
# Copyright 2017 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ==============================================================================
"""Tests for function_scopes module."""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
from tensorflow.python.autograph.converters import function_scopes
from tensorflow.python.autograph.core import converter_testing
from tensorflow.python.framework import constant_op
from tensorflow.python.framework import ops
from tensorflow.python.platform import test
class FunctionBodyTransformerTest(converter_testing.TestCase):
def test_basic(self):
def test_fn(l):
"""Docstring."""
a = 1
l += a
return l
with self.converted(test_fn, function_scopes, {}) as result:
result_op = result.test_fn(constant_op.constant(1))
self.assertIn('test_fn/', result_op.op.name)
self.assertEqual('Docstring.', result.test_fn.__doc__)
def test_multiline_docstring(self):
tf = None
def test_fn():
"""First sentence.
Second sentence.
"""
return tf.constant(1)
with self.converted(test_fn, function_scopes, {},
constant_op.constant) as result:
result_op = result.test_fn()
self.assertIn('test_fn/', result_op.op.name)
self.assertIn('First sentence.', result.test_fn.__doc__)
self.assertIn('Second sentence.', result.test_fn.__doc__)
def test_nested_functions(self):
def test_fn(l):
def inner_fn(i):
return i + 1
l += 1
return l, inner_fn(l)
with self.converted(test_fn, function_scopes, {}, ops.name_scope) as result:
first, second = result.test_fn(constant_op.constant(1))
self.assertIn('test_fn/', first.op.name)
self.assertNotIn('inner_fn', first.op.name)
self.assertIn('test_fn/inner_fn/', second.op.name)
def test_method(self):
class TestClass(object):
def test_fn(self, l):
def inner_fn(i):
return i + 1
l += 1
return l, inner_fn(l)
ns = {'TestClass': TestClass}
node, ctx = self.prepare(TestClass, ns, owner_type=TestClass)
node = function_scopes.transform(node, ctx)
with self.compiled(node, {}, ops.name_scope) as result:
first, second = result.TestClass().test_fn(constant_op.constant(1))
self.assertIn('TestClass/test_fn/', first.op.name)
self.assertNotIn('inner_fn', first.op.name)
self.assertIn('TestClass/test_fn/inner_fn/', second.op.name)
if __name__ == '__main__':
test.main()
|
