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Merge pull request #21 from datmo/arron
Tests and refactoring
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,137 @@ | ||
| """ | ||
| Tests for SnapshotController | ||
| """ | ||
| import os | ||
| import shutil | ||
| import tempfile | ||
|
|
||
| from datmo.core.controller.project import ProjectController | ||
| from datmo.core.controller.snapshot import SnapshotController | ||
|
|
||
|
|
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| class TestSnapshotController(): | ||
| def setup_method(self): | ||
| # provide mountable tmp directory for docker | ||
| tempfile.tempdir = '/tmp' | ||
| test_datmo_dir = os.environ.get('TEST_DATMO_DIR', | ||
| tempfile.gettempdir()) | ||
| self.temp_dir = tempfile.mkdtemp(dir=test_datmo_dir) | ||
|
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||
| self.project = ProjectController(self.temp_dir) | ||
| self.project.init("test", "test description") | ||
| self.snapshot = SnapshotController(self.temp_dir) | ||
|
|
||
| # Create environment_driver definition | ||
| self.env_def_path = os.path.join(self.temp_dir, | ||
| "Dockerfile") | ||
| with open(self.env_def_path, "w") as f: | ||
| f.write(str("FROM datmo/xgboost:cpu")) | ||
|
|
||
| # Create config | ||
| self.config_filepath = os.path.join(self.snapshot.home, | ||
| "config.json") | ||
| with open(self.config_filepath, "w") as f: | ||
| f.write(str('{"foo":1}')) | ||
|
|
||
| # Create stats | ||
| self.stats_filepath = os.path.join(self.snapshot.home, | ||
| "stats.json") | ||
| with open(self.stats_filepath, "w") as f: | ||
| f.write(str('{"bar":1}')) | ||
|
|
||
| # Create test file | ||
| self.filepath = os.path.join(self.snapshot.home, | ||
| "file.txt") | ||
| with open(self.filepath, "w") as f: | ||
| f.write(str("test")) | ||
|
|
||
| def teardown_method(self): | ||
| shutil.rmtree(self.temp_dir) | ||
|
|
||
| def test_code_setup_with_code_id(self): | ||
| val = 1 | ||
| incoming_data = {"code_id": val} | ||
| final_data = {} | ||
| self.snapshot._code_setup(incoming_data, final_data) | ||
| assert final_data['code_id'] == val | ||
|
|
||
| def test_code_setup_with_commit_id(self): | ||
| val = "f38a8ace" | ||
| incoming_data = {"commit_id": val} | ||
| final_data = {} | ||
| self.snapshot._code_setup(incoming_data, final_data) | ||
| assert final_data['code_id'] | ||
|
|
||
| def test_code_setup_with_none(self): | ||
| incoming_data = {} | ||
| final_data = {} | ||
| self.snapshot._code_setup(incoming_data, final_data) | ||
| assert final_data['code_id'] | ||
|
|
||
| def test_env_setup_with_none(self): | ||
| incoming_data = {} | ||
| final_data = {} | ||
| self.snapshot._env_setup(incoming_data, final_data) | ||
| assert final_data['environment_id'] | ||
|
|
||
| def test_file_setup_with_none(self): | ||
| incoming_data = {} | ||
| final_data = {} | ||
| self.snapshot._file_setup(incoming_data, final_data) | ||
| assert final_data['file_collection_id'] | ||
|
|
||
| def test_file_setup_with_filepaths(self): | ||
| incoming_data = {"filepaths": [self.filepath]} | ||
| final_data = {} | ||
| self.snapshot._file_setup(incoming_data, final_data) | ||
| assert final_data['file_collection_id'] | ||
|
|
||
| def test_config_setup_with_json(self): | ||
| incoming_data = {"config":{"foo":1}} | ||
| final_data = {} | ||
| self.snapshot._config_setup(incoming_data, final_data) | ||
| assert final_data['config']["foo"] == 1 | ||
|
|
||
| def test_config_setup_with_filepath(self): | ||
| incoming_data = {"config_filepath": self.config_filepath } | ||
| final_data = {} | ||
| self.snapshot._config_setup(incoming_data, final_data) | ||
| assert final_data['config']["foo"] == 1 | ||
|
|
||
| def test_config_setup_with_filename(self): | ||
| incoming_data = {"config_filename": "config.json" } | ||
| final_data = {} | ||
| self.snapshot._file_setup(incoming_data, final_data) | ||
| self.snapshot._config_setup(incoming_data, final_data) | ||
| assert final_data['config']["foo"] == 1 | ||
|
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||
| def test_config_setup_with_empty(self): | ||
| incoming_data = {} | ||
| final_data = {} | ||
| self.snapshot._config_setup(incoming_data, final_data) | ||
| assert final_data['config'] == {} | ||
|
|
||
| def test_stats_setup_with_json(self): | ||
| incoming_data = {"stats":{"bar":1}} | ||
| final_data = {} | ||
| self.snapshot._stats_setup(incoming_data, final_data) | ||
| assert final_data['stats']["bar"] == 1 | ||
|
|
||
| def test_stats_setup_with_filepath(self): | ||
| incoming_data = {"stats_filepath": self.stats_filepath } | ||
| final_data = {} | ||
| self.snapshot._stats_setup(incoming_data, final_data) | ||
| assert final_data['stats']["bar"] == 1 | ||
|
|
||
| def test_stats_setup_with_empty(self): | ||
| incoming_data = {} | ||
| final_data = {} | ||
| self.snapshot._stats_setup(incoming_data, final_data) | ||
| assert final_data['stats'] == {} | ||
|
|
||
| def test_stats_setup_with_filename(self): | ||
| incoming_data = {"stats_filename": "stats.json" } | ||
| final_data = {} | ||
| self.snapshot._file_setup(incoming_data, final_data) | ||
| self.snapshot._stats_setup(incoming_data, final_data) | ||
| assert final_data['stats']["bar"] == 1 |