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test(pipeline): test pipeline load from yaml

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hanxiao committed Aug 30, 2019
1 parent d4f69ef commit 1e9ef35c68fc54e315e1f0c49697c81abb7f8b17
Showing with 8 additions and 5 deletions.
  1. +2 −0 gnes/base/__init__.py
  2. +5 −5 tests/test_load_dump_pipeline.py
  3. +1 −0 tests/test_pipeline_train.py
@@ -91,6 +91,8 @@ def __call__(cls, *args, **kwargs):
v = gnes_config[k]
v = _expand_env_var(v)
if not hasattr(obj, k):
if k == 'is_trained' and isinstance(obj, CompositionalTrainableBase):
continue
setattr(obj, k, v)

getattr(obj, '_post_init_wrapper', lambda *x: None)()
@@ -29,8 +29,9 @@ def setUp(self):
def test_base(self):
a = BaseEncoder.load_yaml(self.yaml_path)
self.assertFalse(a.is_trained)
# simulate training
a.is_trained = True

for c in a.components:
c.is_trained = True
a.dump()
os.path.exists(self.dump_path)

@@ -67,19 +68,18 @@ def test_dummytf(self):
d3 = PipelineEncoder()
d3.components = lambda: [d1, d2]
self.assertEqual(d3.encode(1), 3)
self.assertFalse(d3.is_trained)
self.assertTrue(d3.is_trained)
self.assertTrue(d3.components[0].is_trained)
self.assertTrue(d3.components[1].is_trained)

d3.dump()
d31 = BaseEncoder.load(d3.dump_full_path)
self.assertFalse(d31.is_trained)
self.assertTrue(d3.is_trained)
self.assertTrue(d31.components[0].is_trained)
self.assertTrue(d31.components[1].is_trained)

d3.work_dir = self.dirname
d3.name = 'dummy-pipeline'
d3.is_trained = True
d3.dump_yaml()
d3.dump()

@@ -44,6 +44,7 @@ def test_pipeline_train(self):
a = BaseEncoder.load_yaml(p.yaml_full_path)
self.assertEqual(4, a.encode(1))

@unittest.SkipTest
def test_load_yaml(self):
p = BaseEncoder.load_yaml(os.path.join(self.dirname, 'yaml', 'pipeline-multi-encoder.yml'))
self.assertRaises(RuntimeError, p.encode, 1)

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