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+# Copyright 2018 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 directives module."""
+
+from __future__ import absolute_import
+from __future__ import division
+from __future__ import print_function
+
+from tensorflow.python.autograph.converters import directives as directives_converter
+from tensorflow.python.autograph.core import converter_testing
+from tensorflow.python.autograph.core.converter import AgAnno
+from tensorflow.python.autograph.lang import directives
+from tensorflow.python.autograph.pyct import anno
+from tensorflow.python.autograph.pyct import parser
+from tensorflow.python.platform import test
+
+
+class DirectivesTest(converter_testing.TestCase):
+
+ def test_local_target(self):
+
+ def test_fn():
+ l = []
+ string_var = 0
+ directives.set_element_type(l, 'a', string_var)
+
+ node, ctx = self.prepare(test_fn, {'directives': directives})
+ node = directives_converter.transform(node, ctx)
+
+ def_, = anno.getanno(node.body[0].targets[0],
+ anno.Static.DEFINITIONS)
+ d = def_.directives[directives.set_element_type]
+ self.assertEqual(d['dtype'].s, 'a')
+ self.assertEqual(d['shape'].id, 'string_var')
+
+ def test_argument_target(self):
+
+ def test_fn(a):
+ directives.set_element_type(a, 1, shape=2)
+
+ node, ctx = self.prepare(test_fn, {'directives': directives})
+ node = directives_converter.transform(node, ctx)
+
+ def_, = anno.getanno(node.args.args[0], anno.Static.DEFINITIONS)
+ d = def_.directives[directives.set_element_type]
+ self.assertEqual(d['dtype'].n, 1)
+ self.assertEqual(d['shape'].n, 2)
+
+ def test_loop_target(self):
+
+ def test_fn():
+ a = True
+ while True:
+ directives.set_loop_options(parallel_iterations=10, back_prop=a)
+
+ node, ctx = self.prepare(test_fn, {'directives': directives})
+ node = directives_converter.transform(node, ctx)
+
+ d = anno.getanno(node.body[1], AgAnno.DIRECTIVES)
+ d = d[directives.set_loop_options]
+ self.assertEqual(d['parallel_iterations'].n, 10)
+ self.assertEqual(d['back_prop'].id, 'a')
+ self.assertNotIn('swap_memory', d)
+
+ def test_invalid_default(self):
+
+ def invalid_directive(valid_arg, invalid_default=object()):
+ del valid_arg
+ del invalid_default
+ return
+
+ def call_invalid_directive():
+ invalid_directive(1)
+
+ node, _ = parser.parse_entity(call_invalid_directive)
+ # Find the call to the invalid directive
+ node = node.body[0].body[0].value
+ with self.assertRaisesRegexp(ValueError, 'Unexpected keyword.*'):
+ directives_converter._map_args(node, invalid_directive)
+
+
+if __name__ == '__main__':
+ test.main()