[MNT] modify import

examples/dataset_image_workflow/main.py

@@ -4,7 +4,8 @@ from get_data import *
 import os
 import random
 from utils import generate_uploader, generate_user, ImageDataLoader, train, eval_prediction
-from learnware.learnware import Learnware, JobSelectorReuser, AveragingReuser
+from learnware.learnware import Learnware
+from learnware.reuse import JobSelectorReuser, AveragingReuser
 import time
 
 from learnware.market import EasyMarket, BaseUserInfo

examples/dataset_pfs_workflow/main.py

@@ -9,7 +9,8 @@ from shutil import copyfile, rmtree
 import learnware
 from learnware.market import EasyMarket, BaseUserInfo
 from learnware.market import database_ops
-from learnware.learnware import Learnware, JobSelectorReuser, AveragingReuser
+from learnware.learnware import Learnware
+from learnware.reuse import JobSelectorReuser, AveragingReuser
 import learnware.specification as specification
 from pfs import Dataloader
 from learnware.logger import get_module_logger

examples/workflow_by_code/main.py

@@ -11,7 +11,7 @@ from shutil import copyfile, rmtree
 
 import learnware
 from learnware.market import EasyMarket, BaseUserInfo
-from learnware.learnware import JobSelectorReuser, AveragingReuser
+from learnware.reuse import JobSelectorReuser, AveragingReuser
 import learnware.specification as specification
 from learnware.utils import get_module_by_module_path
 

learnware/reuse/__init__.py

@@ -0,0 +1,3 @@
+from .ensemble_pruning import EnsemblePruningReuser
+from .averaging import AveragingReuser
+from .job_selector import JobSelectorReuser

tests/test_learnware_client/test_docker.py

@@ -5,7 +5,7 @@ import numpy as np
 import learnware
 from learnware.client import LearnwareClient
 from learnware.client.container import LearnwaresContainer
-from learnware.learnware.reuse import AveragingReuser
+from learnware.reuse import AveragingReuser
 
 
 if __name__ == "__main__":

tests/test_learnware_client/test_load.py

@@ -7,7 +7,7 @@ import learnware
 from learnware.learnware import get_learnware_from_dirpath
 from learnware.client import LearnwareClient
 from learnware.client.container import ModelCondaContainer, LearnwaresContainer
-from learnware.learnware.reuse import AveragingReuser
+from learnware.reuse import AveragingReuser
 
 
 class TestLearnwareLoad(unittest.TestCase):

tests/test_learnware_client/test_reuse.py

@@ -3,7 +3,7 @@ import numpy as np
 
 from learnware.learnware import get_learnware_from_dirpath
 from learnware.client.container import LearnwaresContainer
-from learnware.learnware.reuse import AveragingReuser
+from learnware.reuse import AveragingReuser
 from learnware.test.module import get_semantic_specification
 
 if __name__ == "__main__":

tests/test_workflow/test_workflow.py

@@ -12,7 +12,7 @@ from shutil import copyfile, rmtree
 
 import learnware
 from learnware.market import EasyMarket, BaseUserInfo
-from learnware.learnware import JobSelectorReuser, AveragingReuser, EnsemblePruningReuser
+from learnware.reuse import JobSelectorReuser, AveragingReuser, EnsemblePruningReuser
 import learnware.specification as specification
 
 curr_root = os.path.dirname(os.path.abspath(__file__))