Scheduler passes results path to experiment file

ml_experiment/Scheduler.py

@@ -41,6 +41,7 @@ def __init__(self, exp_name: str, seeds: list[int], entry: str, version: Version
         self.seeds = seeds
         self.entry = entry
         self.base_path = base or os.getcwd()
+        self.results_path = os.path.join(self.base_path, 'results', self.exp_name)
         self.version = version if version is not None else -1
 
         self.all_runs = set[RunSpec]() # TODO: polars dataframe!
@@ -51,11 +52,11 @@ def __repr__(self):
         return f'Scheduler({self.exp_name}, {self.seeds}, {self.version}, {self.all_runs})'
 
     def get_all_runs(self) -> Self:
-        res_path = os.path.join(self.base_path, 'results', self.exp_name, 'metadata.db')
-
         meta = MetadataTableRegistry()
 
-        with sqlite3.connect(res_path) as con:
+        table_path = os.path.join(self.results_path, 'metadata.db')
+
+        with sqlite3.connect(table_path) as con:
             cur = con.cursor()
             parts = meta.get_parts(cur)
             resloved_ver = self._resolve_version(parts, cur, meta)
@@ -97,7 +98,7 @@ def _run_local(self, c: LocalRunConfig) -> None:
 
 
     def _run_single(self, r: RunSpec) -> None:
-        subprocess.run(['python', self.entry, '--part', r.part_name, '--config-id', str(r.config_id), '--seed', str(r.seed), '--version', str(r.version)])
+        subprocess.run(['python', self.entry, '--part', r.part_name, '--config-id', str(r.config_id), '--seed', str(r.seed), '--version', str(r.version), '--results-path', self.results_path])
 
 
     def _resolve_version(

pyproject.toml

@@ -1,6 +1,7 @@
 [tool]
-[tool.setuptools]
-packages = ['ml_experiment']
+[tool.setuptools.packages.find]
+where = ["."]  # list of folders that contain the packages (["."] by default)
+include = ["ml_experiment*"]  # package names should match these glob patterns (["*"] by default)
 
 [tool.commitizen]
 name = "cz_conventional_commits"

tests/acceptance/my_experiment.py

@@ -9,7 +9,7 @@
 parser.add_argument("--config-id", type=int, required=True)
 parser.add_argument("--seed", type=int, required=True)
 parser.add_argument("--version", type=int, required=True)
-parser.add_argument("--results_path", type=str, required=True)
+parser.add_argument("--results-path", type=str, required=True)
 
 class SoftmaxAC:
     def __init__(

tests/acceptance/test_softmaxAC_mc.py

@@ -1,10 +1,9 @@
 import os
 import pytest
-import subprocess
 
 from ml_experiment.ExperimentDefinition import ExperimentDefinition
 from ml_experiment.DefinitionPart import DefinitionPart
-from ml_experiment.Scheduler import LocalRunConfig, RunSpec, Scheduler
+from ml_experiment.Scheduler import LocalRunConfig, Scheduler
 
 
 @pytest.fixture
@@ -34,20 +33,6 @@ def write_database(tmp_path, alphas: list[float], taus: list[float]):
 
     return softmaxAC
 
-
-# overwrite the run_single function
-class StubScheduler(Scheduler):
-
-    # allows us to force the results path to be in a specific spot
-    def __init__(self, results_path: str, *args, **kwargs):
-        super().__init__(*args, **kwargs)
-        self.results_path = results_path
-
-    # adding the results path to the command
-    def _run_single(self: Scheduler, r: RunSpec) -> None:
-        subprocess.run(['python', self.entry, '--part', r.part_name, '--config-id', str(r.config_id), '--seed', str(r.seed), '--version', str(r.version), '--results_path', self.results_path])
-
-
 def test_read_database(tmp_path, base_path):
     """
     Test that we can retrieve the configurations from the experiment definition.
@@ -145,12 +130,11 @@ def test_run_tasks(tmp_path):
     run_conf = LocalRunConfig(tasks_in_parallel=ntasks, log_path=".logs/")
 
     # set up scheduler
-    sched = StubScheduler(
+    sched = Scheduler(
         exp_name=exp_name,
         entry=experiment_file_name,
         seeds=[seed_num],
         version=version_num,
-        results_path=results_path,
         base = str(tmp_path),
     )