# 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 builtin_functions module.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function import six from tensorflow.python.autograph.converters import builtin_functions from tensorflow.python.autograph.core import converter_testing from tensorflow.python.framework import constant_op from tensorflow.python.framework import dtypes from tensorflow.python.ops import array_ops from tensorflow.python.platform import test class BuiltinFunctionsTest(converter_testing.TestCase): def test_len(self): def test_fn(a): return len(a) with self.converted(test_fn, builtin_functions, {'len': len}) as result: with self.test_session() as sess: p = array_ops.placeholder(dtype=dtypes.int32, shape=None) ops = result.test_fn(p) self.assertEqual(sess.run(ops, {p: [0, 0, 0]}), 3) def test_print(self): if six.PY2: return def test_fn(a): return print(a) with self.converted(test_fn, builtin_functions, {'print': print}) as result: with self.test_session() as sess: with self.assertPrints('a\n'): sess.run(result.test_fn('a')) def test_print_multiple_values(self): if six.PY2: return def test_fn(a, b, c): return print(a, b, c) with self.converted(test_fn, builtin_functions, {'print': print}) as result: with self.test_session() as sess: with self.assertPrints('a 1 [2, 3]\n'): sess.run( result.test_fn( constant_op.constant('a'), constant_op.constant(1), [2, 3])) def test_conversion_robust_to_unhashable_callables(self): def test_fn(): return foo() # pylint:disable=undefined-variable with self.converted(test_fn, builtin_functions, {'foo': { 'a': 'b' }.keys}) as result: self.assertListEqual(list(result.test_fn()), ['a']) if __name__ == '__main__': test.main()