def run_test(self):
self._compile()
self._injection()
# Overriding the experiment name of pipeline runs
experiment_name = self._test_name + '-test'
os.environ['KF_PIPELINES_OVERRIDE_EXPERIMENT_NAME'] = experiment_name
if self._is_notebook:
nbchecker = NoteBookChecker(
testname=self._test_name,
result=self._sample_test_result,
run_pipeline=self._run_pipeline,
experiment_name=experiment_name,
)
nbchecker.run()
os.chdir(TEST_DIR)
nbchecker.check()
else:
os.chdir(TEST_DIR)
input_file = os.path.join(self._work_dir,
'%s.py.yaml' % self._test_name)
pysample_checker = PySampleChecker(
testname=self._test_name,
input=input_file,
output=self._sample_test_output,
result=self._sample_test_result,
namespace=self._namespace,
experiment_name=experiment_name,
)
pysample_checker.run()
pysample_checker.check()
self._copy_result()
def check_notebook_result(self):
# Workaround because papermill does not directly return exit code.
exit_code = '1' if PAPERMILL_ERR_MSG in \
open('%s.ipynb' % self._test_name).read() else '0'
os.chdir(TEST_DIR)
if self._test_name == 'dsl_static_type_checking':
nbchecker = NoteBookChecker(testname=self._test_name,
result=self._sample_test_result,
exit_code=exit_code)
nbchecker.check()
else:
nbchecker = NoteBookChecker(testname=self._test_name,
result=self._sample_test_result,
exit_code=exit_code,
experiment=None,
namespace='kubeflow')
nbchecker.check()
print('Copy the test results to GCS %s/' % self._results_gcs_dir)
utils.upload_blob(
self._bucket_name, self._sample_test_result,
os.path.join(self._results_gcs_dir, self._sample_test_result))
def run_test(self):
# TODO(numerology): ad hoc logic for TFX::OSS sample
if self._test_name != 'parameterized_tfx_oss':
self._compile()
self._injection()
if self._is_notebook:
nbchecker = NoteBookChecker(testname=self._test_name,
result=self._sample_test_result,
run_pipeline=self._run_pipeline)
nbchecker.run()
os.chdir(TEST_DIR)
nbchecker.check()
else:
os.chdir(TEST_DIR)
if self._test_name != 'parameterized_tfx_oss':
input_file = os.path.join(self._work_dir,
'%s.yaml' % self._test_name)
else:
input_file = os.path.join(self._work_dir,
'%s.tar.gz' % self._test_name)
pysample_checker = PySampleChecker(testname=self._test_name,
input=input_file,
output=self._sample_test_output,
result=self._sample_test_result,
namespace=self._namespace)
pysample_checker.run()
pysample_checker.check()
self._copy_result()
def run_test(self):
self._compile()
self._injection()
if self._is_notebook:
nbchecker = NoteBookChecker(testname=self._test_name,
result=self._sample_test_result,
run_pipeline=self._run_pipeline)
nbchecker.run()
os.chdir(TEST_DIR)
nbchecker.check()
else:
os.chdir(TEST_DIR)
pysample_checker = PySampleChecker(testname=self._test_name,
input=os.path.join(
self._work_dir,
'%s.yaml' % self._test_name),
output=self._sample_test_output,
result=self._sample_test_result,
namespace=self._namespace)
pysample_checker.run()
pysample_checker.check()
self._copy_result()