fix: count all trials, not just completed trials (#357)

src/heretic/main.py

@@ -615,11 +615,7 @@ def run():
     study.set_user_attr("settings", settings.model_dump_json())
     study.set_user_attr("finished", False)
 
-    def count_completed_trials() -> int:
+    start_index = trial_index = len(study.trials)
-        # Count number of complete trials to compute trials to run.
-        return sum([(1 if t.state == TrialState.COMPLETE else 0) for t in study.trials])
-
-    start_index = trial_index = count_completed_trials()
     if start_index > 0:
         print()
         print("Resuming existing study.")
@@ -627,7 +623,7 @@ def run():
     try:
         study.optimize(
             objective_wrapper,
-            n_trials=settings.n_trials - count_completed_trials(),
+            n_trials=settings.n_trials - len(study.trials),
         )
     except KeyboardInterrupt:
         # This additional handler takes care of the small chance that KeyboardInterrupt
@@ -635,7 +631,7 @@ def run():
         # defined in objective_wrapper above.
         pass
 
-    if count_completed_trials() == settings.n_trials:
+    if len(study.trials) == settings.n_trials:
         study.set_user_attr("finished", True)
 
     while True:
@@ -733,12 +729,12 @@ def run():
                 try:
                     study.optimize(
                         objective_wrapper,
-                        n_trials=settings.n_trials - count_completed_trials(),
+                        n_trials=settings.n_trials - len(study.trials),
                     )
                 except KeyboardInterrupt:
                     pass
 
-                if count_completed_trials() == settings.n_trials:
+                if len(study.trials) == settings.n_trials:
                     study.set_user_attr("finished", True)
 
                 break
@@ -971,7 +967,7 @@ def run():
                             if reproducibility_information != "none":
                                 # Set the number of trials to the number of actual completed trials
                                 # for the reproduction configuration.
-                                settings.n_trials = count_completed_trials()
+                                settings.n_trials = len(study.trials)
 
                                 upload_reproduce_folder(
                                     repo_id,