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Diffstat (limited to 'tensorflow/contrib/autograph/converters/return_statements_test.py')
-rw-r--r-- | tensorflow/contrib/autograph/converters/return_statements_test.py | 167 |
1 files changed, 167 insertions, 0 deletions
diff --git a/tensorflow/contrib/autograph/converters/return_statements_test.py b/tensorflow/contrib/autograph/converters/return_statements_test.py new file mode 100644 index 0000000000..3c7c8c8a25 --- /dev/null +++ b/tensorflow/contrib/autograph/converters/return_statements_test.py @@ -0,0 +1,167 @@ +# 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 return_statements module.""" + +from __future__ import absolute_import +from __future__ import division +from __future__ import print_function + +from tensorflow.contrib.autograph.converters import return_statements +from tensorflow.contrib.autograph.core import converter_testing +from tensorflow.python.framework import ops +from tensorflow.python.platform import test + + +class SingleReturnTest(converter_testing.TestCase): + + def assertTransformedEquivalent(self, test_fn, *inputs): + ns = {'ops': ops} + with self.converted(test_fn, return_statements, ns) as result: + self.assertEqual(test_fn(*inputs), result.test_fn(*inputs)) + + def test_straightline(self): + + def test_fn(x): + return x * x + + self.assertTransformedEquivalent(test_fn, 2) + + def test_conditional(self): + + def test_fn(x): + if x > 0: + return x + else: + return x * x + + self.assertTransformedEquivalent(test_fn, 2) + self.assertTransformedEquivalent(test_fn, -2) + + def test_missing_orelse(self): + + def test_fn(x): + if x > 0: + return x + + node, ctx = self.prepare(test_fn, {}) + with self.assertRaises(ValueError): + return_statements.transform(node, ctx) + + def test_missing_orelse_recovrable(self): + + def test_fn(x): + if x > 0: + return x + return x * x + + self.assertTransformedEquivalent(test_fn, 2) + self.assertTransformedEquivalent(test_fn, -2) + + def test_missing_branch_return_recoverable(self): + + def test_fn(x): + if x < 0: + x *= x + else: + return x + return x + + self.assertTransformedEquivalent(test_fn, 2) + self.assertTransformedEquivalent(test_fn, -2) + + def test_conditional_nested(self): + + def test_fn(x): + if x > 0: + if x < 5: + return x + else: + return x * x + else: + return x * x * x + + self.assertTransformedEquivalent(test_fn, 2) + self.assertTransformedEquivalent(test_fn, -2) + self.assertTransformedEquivalent(test_fn, 5) + + def test_context_manager(self): + + def test_fn(x): + with ops.name_scope(''): + return x * x + + self.assertTransformedEquivalent(test_fn, 2) + self.assertTransformedEquivalent(test_fn, -2) + + def test_context_manager_in_conditional(self): + + def test_fn(x): + if x > 0: + with ops.name_scope(''): + return x * x + else: + return x + + self.assertTransformedEquivalent(test_fn, 2) + self.assertTransformedEquivalent(test_fn, -2) + + def text_conditional_in_context_manager(self): + + def test_fn(x): + with ops.name_scope(''): + if x > 0: + return x * x + else: + return x + + self.assertTransformedEquivalent(test_fn, 2) + self.assertTransformedEquivalent(test_fn, -2) + + def test_no_return(self): + + def test_fn(x): + x *= x + + self.assertTransformedEquivalent(test_fn, 2) + + def test_nested_functions(self): + + def test_fn(x): + + def inner_fn(y): + if y > 0: + return y * y + else: + return y + + return inner_fn(x) + + self.assertTransformedEquivalent(test_fn, 2) + self.assertTransformedEquivalent(test_fn, -2) + + def test_loop(self): + + def test_fn(x): + for _ in range(10): + return x + return x + + node, ctx = self.prepare(test_fn, {}) + with self.assertRaises(ValueError): + return_statements.transform(node, ctx) + + +if __name__ == '__main__': + test.main() |