Switch to ~/.cache for storing repo artifacts (#102)

Author: Innixma

tabrepo/contexts/context.py

@@ -573,12 +573,12 @@ def construct_context(
     BenchmarkContext object that is able to load the data.
     """
     if local_prefix_is_relative:
-        path_context = str(Paths.results_root / local_prefix) + os.sep
+        path_context = str(Paths.results_root_cache / local_prefix) + os.sep
     else:
         path_context = str(Path(local_prefix)) + os.sep
 
     if local_prefix_is_relative:
-        data_root = Paths.data_root
+        data_root = Paths.data_root_cache
     else:
         data_root = Path(path_context).parent
 

tabrepo/loaders/__init__.py

@@ -10,13 +10,8 @@
 class Paths:
     project_root: Path = Path(__file__).parent.parent.parent
     data_root: Path = project_root / 'data'
-    results_root: Path = data_root / 'results'
-    all_v3_results_root: Path = results_root / "all_v3"
-    bagged_results_root: Path = results_root / "bagged"
-    bagged_208_results_root: Path = results_root / "bagged_208"
-    bagged_289_results_root: Path = results_root / "bagged_289"
-    bagged_2023_07_25_results_root: Path = results_root / "2023_07_25"
-    automl_289_results_root: Path = results_root / "automl_289"
+    data_root_cache: Path = Path.home() / ".cache" / "tabrepo" / "data"
+    results_root_cache: Path = data_root_cache / "results"
 
     @staticmethod
     def abs_to_rel(path: str, relative_to: Path = project_root) -> str:

tabrepo/repository/evaluation_repository.py

@@ -186,8 +186,8 @@ def _construct_config_scorer(self,
             raise ValueError(f'Invalid config_scorer_type: {config_scorer_type}')
 
     @classmethod
-    def from_context(cls, version: str = None, cache: bool = False, prediction_format: str = "memmap") -> Self:
-        return load_repository(version=version, cache=cache, prediction_format=prediction_format)
+    def from_context(cls, version: str = None, cache: bool = False, load_predictions: bool = True, prediction_format: str = "memmap", use_s3: bool = True) -> Self:
+        return load_repository(version=version, cache=cache, load_predictions=load_predictions, prediction_format=prediction_format, use_s3=use_s3)
 
     # TODO: 1. Cleanup results_lst_simulation_artifacts, 2. Make context work with tasks instead of datasets x folds
     # TODO: Get raw data from repo method (X, y)

tabrepo/utils/result_utils.py

@@ -1,10 +1,11 @@
 from pathlib import Path
-import tabrepo
 from autogluon.common.loaders import load_pd
 from autogluon.common.savers import save_pd
+from tabrepo.loaders import Paths
 
-def results_path():
-    res = Path(tabrepo.__path__[0]).parent / "data/results/"
+
+def results_path() -> Path:
+    res = Paths.results_root_cache
     if not res.exists():
         res.mkdir(parents=True, exist_ok=True)
     return res