|
| 1 | +# stub out plpy |
| 2 | +from .importplpy |
| 3 | +importsys |
| 4 | +sys.modules['plpy']=plpy |
| 5 | + |
| 6 | +importtime |
| 7 | +importunittest |
| 8 | +frompgmlimportmodel |
| 9 | + |
| 10 | +classTestModel(unittest.TestCase): |
| 11 | +deftest_the_world(self): |
| 12 | +plpy.add_mock_result( |
| 13 | + [{"id":1,"name":"Test","objective":"regression","created_at":time.time(),"updated_at":time.time()}] |
| 14 | + ) |
| 15 | +plpy.add_mock_result( |
| 16 | + [{"id":1,"relation_name":"test","y_column_name":"test_y","test_size":0.1,"test_sampling":"random","status":"new","created_at":time.time(),"updated_at":time.time()}] |
| 17 | + ) |
| 18 | +plpy.add_mock_result( |
| 19 | +"OK" |
| 20 | + ) |
| 21 | +plpy.add_mock_result( |
| 22 | + [{"id":1,"relation_name":"test","y_column_name":"test_y","test_size":0.1,"test_sampling":"random","status":"created","created_at":time.time(),"updated_at":time.time()}] |
| 23 | + ) |
| 24 | +plpy.add_mock_result( |
| 25 | + [{"id":1,"project_id":1,"snapshot_id":1,"algorithm_name":"linear","status":"new","r2_score":None,"mean_squared_error":None,"pickle":None,"created_at":time.time(),"updated_at":time.time()}] |
| 26 | + ) |
| 27 | +plpy.add_mock_result( |
| 28 | + [ |
| 29 | + {"a":1,"b":2,"test_y":3}, |
| 30 | + {"a":2,"b":3,"test_y":4}, |
| 31 | + {"a":3,"b":4,"test_y":5}, |
| 32 | + ] |
| 33 | + ) |
| 34 | +plpy.add_mock_result( |
| 35 | + [{"id":1,"project_id":1,"snapshot_id":1,"algorithm_name":"linear","status":"new","r2_score":None,"mean_squared_error":None,"pickle":None,"created_at":time.time(),"updated_at":time.time()}] |
| 36 | + ) |
| 37 | + |
| 38 | +plpy.add_mock_result( |
| 39 | + [{"id":1,"project_id":1,"snapshot_id":1,"algorithm_name":"linear","status":"new","r2_score":None,"mean_squared_error":None,"pickle":None,"created_at":time.time(),"updated_at":time.time()}] |
| 40 | + ) |
| 41 | +plpy.add_mock_result( |
| 42 | + [ |
| 43 | + {"a":1,"b":2,"test_y":3}, |
| 44 | + {"a":2,"b":3,"test_y":4}, |
| 45 | + {"a":3,"b":4,"test_y":5}, |
| 46 | + ] |
| 47 | + ) |
| 48 | +plpy.add_mock_result( |
| 49 | + [{"id":1,"project_id":1,"snapshot_id":1,"algorithm_name":"linear","status":"new","r2_score":None,"mean_squared_error":None,"pickle":None,"created_at":time.time(),"updated_at":time.time()}] |
| 50 | + ) |
| 51 | + |
| 52 | +plpy.add_mock_result( |
| 53 | + [{"id":1,"project_id":1,"snapshot_id":1,"algorithm_name":"linear","status":"new","r2_score":None,"mean_squared_error":None,"pickle":None,"created_at":time.time(),"updated_at":time.time()}] |
| 54 | + ) |
| 55 | +plpy.add_mock_result( |
| 56 | + [ |
| 57 | + {"a":1,"b":2,"test_y":3}, |
| 58 | + {"a":2,"b":3,"test_y":4}, |
| 59 | + {"a":3,"b":4,"test_y":5}, |
| 60 | + ] |
| 61 | + ) |
| 62 | +plpy.add_mock_result( |
| 63 | + [{"id":1,"project_id":1,"snapshot_id":1,"algorithm_name":"linear","status":"new","r2_score":None,"mean_squared_error":None,"pickle":None,"created_at":time.time(),"updated_at":time.time()}] |
| 64 | + ) |
| 65 | +model.train("Test","regression","test","test_y") |