def test_stop_threads_on_exception(self):
with self.test_session() as sess:
c = tf.constant(0)
v = tf.identity(c)
coord = tf.train.Coordinator()
threads = [
threading.Thread(target=busy_wait_for_coord_stop,
args=(coord, )) for _ in range(3)
]
for t in threads:
coord.register_thread(t)
t.start()
coord_sess = monitored_session._CoordinatedSession(sess, coord)
self.assertFalse(coord_sess.should_stop())
for t in threads:
self.assertTrue(t.is_alive())
self.assertEqual(0, coord_sess.run(c))
for t in threads:
self.assertTrue(t.is_alive())
self.assertEqual(1, coord_sess.run(v, feed_dict={c: 1}))
for t in threads:
self.assertTrue(t.is_alive())
with self.assertRaisesRegexp(TypeError, 'None has invalid type'):
coord_sess.run([None], feed_dict={c: 2})
for t in threads:
self.assertFalse(t.is_alive())
self.assertTrue(coord.should_stop())
self.assertTrue(coord_sess.should_stop())
def test_should_stop_on_coord_stop(self):
with self.test_session() as sess:
coord = tf.train.Coordinator()
coord_sess = monitored_session._CoordinatedSession(sess, coord)
self.assertFalse(coord_sess.should_stop())
coord.request_stop()
self.assertTrue(coord_sess.should_stop())
def test_properties(self):
with self.test_session() as sess:
tf.constant(0.0)
coord = tf.train.Coordinator()
coord_sess = monitored_session._CoordinatedSession(sess, coord)
self.assertEquals(sess.graph, coord_sess.graph)
self.assertEquals(sess.sess_str, coord_sess.sess_str)
def test_run(self):
with self.test_session() as sess:
c = tf.constant(0)
v = tf.identity(c)
coord = tf.train.Coordinator()
coord_sess = monitored_session._CoordinatedSession(sess, coord)
self.assertEqual(42, coord_sess.run(v, feed_dict={c: 42}))
def test_should_stop_on_coord_stop(self):
with self.test_session() as sess:
coord = tf.train.Coordinator()
coord_sess = monitored_session._CoordinatedSession(sess, coord)
self.assertFalse(coord_sess.should_stop())
coord.request_stop()
self.assertTrue(coord_sess.should_stop())
def test_stop_threads_on_exception(self):
with self.test_session() as sess:
c = tf.constant(0)
v = tf.identity(c)
coord = tf.train.Coordinator()
threads = [threading.Thread(
target=busy_wait_for_coord_stop, args=(coord,)) for _ in range(3)]
for t in threads:
coord.register_thread(t)
t.start()
coord_sess = monitored_session._CoordinatedSession(sess, coord)
self.assertFalse(coord_sess.should_stop())
for t in threads:
self.assertTrue(t.is_alive())
self.assertEqual(0, coord_sess.run(c))
for t in threads:
self.assertTrue(t.is_alive())
self.assertEqual(1, coord_sess.run(v, feed_dict={c: 1}))
for t in threads:
self.assertTrue(t.is_alive())
with self.assertRaisesRegexp(TypeError, 'None has invalid type'):
coord_sess.run([None], feed_dict={c: 2})
for t in threads:
self.assertFalse(t.is_alive())
self.assertTrue(coord.should_stop())
self.assertTrue(coord_sess.should_stop())
def test_run(self):
with self.test_session() as sess:
c = tf.constant(0)
v = tf.identity(c)
coord = tf.train.Coordinator()
coord_sess = monitored_session._CoordinatedSession(sess, coord)
self.assertEqual(42, coord_sess.run(v, feed_dict={c: 42}))
def test_properties(self):
with self.test_session() as sess:
tf.constant(0.0)
coord = tf.train.Coordinator()
coord_sess = monitored_session._CoordinatedSession(sess, coord)
self.assertEquals(sess.graph, coord_sess.graph)
self.assertEquals(sess.sess_str, coord_sess.sess_str)
def test_request_stop_on_exception(self):
with self.test_session() as sess:
c = tf.constant(0)
v = tf.identity(c)
coord = tf.train.Coordinator()
coord_sess = monitored_session._CoordinatedSession(sess, coord)
self.assertFalse(coord_sess.should_stop())
self.assertEqual(0, coord_sess.run(c))
self.assertEqual(1, coord_sess.run(v, feed_dict={c: 1}))
with self.assertRaisesRegexp(TypeError, 'None has invalid type'):
coord_sess.run([None], feed_dict={c: 2})
self.assertTrue(coord.should_stop())
self.assertTrue(coord_sess.should_stop())
def test_request_stop_on_exception(self):
with self.test_session() as sess:
c = tf.constant(0)
v = tf.identity(c)
coord = tf.train.Coordinator()
coord_sess = monitored_session._CoordinatedSession(sess, coord)
self.assertFalse(coord_sess.should_stop())
self.assertEqual(0, coord_sess.run(c))
self.assertEqual(1, coord_sess.run(v, feed_dict={c: 1}))
with self.assertRaisesRegexp(TypeError, 'None has invalid type'):
coord_sess.run([None], feed_dict={c: 2})
self.assertTrue(coord.should_stop())
self.assertTrue(coord_sess.should_stop())
def test_stop_threads_on_close(self):
with self.test_session() as sess:
coord = tf.train.Coordinator()
threads = [threading.Thread(
target=busy_wait_for_coord_stop, args=(coord,)) for _ in range(3)]
for t in threads:
t.start()
coord_sess = monitored_session._CoordinatedSession(sess, coord, threads)
coord_sess.close()
for t in threads:
self.assertFalse(t.is_alive())
self.assertTrue(coord.should_stop())
self.assertTrue(coord_sess.should_stop())
def test_stop_threads_on_close(self):
with self.test_session() as sess:
coord = tf.train.Coordinator()
threads = [threading.Thread(
target=busy_wait_for_coord_stop, args=(coord,)) for _ in range(3)]
for t in threads:
coord.register_thread(t)
t.start()
coord_sess = monitored_session._CoordinatedSession(sess, coord)
coord_sess.close()
for t in threads:
self.assertFalse(t.is_alive())
self.assertTrue(coord.should_stop())
self.assertTrue(coord_sess.should_stop())
