misc

Author: Saba9

autonomous-experiments/test_harness/agent_runner.py

@@ -7,13 +7,6 @@
 3. Reads results via trackio CLI
 4. Decides next hyperparameters based on results
 5. Iterates for N rounds
-
-Usage:
-    python agent_runner.py --experiment lr_search
-    python agent_runner.py --experiment architecture_search
-    python agent_runner.py --experiment failure_recovery
-    python agent_runner.py --experiment long_monitoring
-    python agent_runner.py --experiment multi_objective
 """
 
 import argparse

autonomous-experiments/test_harness/simulate_training.py

@@ -1,9 +1,6 @@
 """
 Synthetic training simulator for testing autonomous ML workflows with Trackio.
 
-Simulates realistic training curves parameterized by hyperparameters.
-No ML framework dependencies - runs in seconds on CPU.
-
 Usage:
     python simulate_training.py --project my_exp --run-name lr-0.01 --steps 500 --lr 0.01
     python simulate_training.py --project my_exp --run-name spike-test --steps 500 --lr 0.01 --spike-at-step 300

trackio/sqlite_storage.py

@@ -2173,10 +2173,12 @@ def set_run_status(
             with SQLiteStorage._get_connection(db_path) as conn:
                 cursor = conn.cursor()
                 try:
-                    has_run_id_col = SQLiteStorage._supports_run_ids(conn, "configs")
+                    configs_has_run_id = SQLiteStorage._supports_run_ids(
+                        conn, "configs"
+                    )
                     resolved_id = run_id or run
                     current_timestamp = datetime.now(timezone.utc).isoformat()
-                    if has_run_id_col:
+                    if configs_has_run_id:
                         cursor.execute(
                             "INSERT OR IGNORE INTO configs (run_id, run_name, config, created_at) VALUES (?, ?, '{}', ?)",
                             (resolved_id, run, current_timestamp),