refactor: single predict.py entrypoint (production + CLI), archive experiments

archive/update_batches.py

@@ -0,0 +1,77 @@
+import sqlite3
+import shutil
+from datetime import datetime
+
+db_path = '/opt/jetson-counter/jetson_counter.db'
+
+# 1. Backup database
+backup_path = f'/opt/jetson-counter/jetson_counter.db.bak_{datetime.now().strftime("%Y%m%d_%H%M%S")}'
+shutil.copy2(db_path, backup_path)
+print(f"Backup created at: {backup_path}")
+
+conn = sqlite3.connect(db_path)
+cur = conn.cursor()
+
+# Check current batches on 2026-08-20
+cur.execute("SELECT id, batch_number, count, start_time, end_time FROM batches WHERE counting_date = '2026-08-20' ORDER BY batch_number ASC")
+old_rows = cur.fetchall()
+print("Before update:")
+for r in old_rows:
+    print(r)
+
+# Step A: Shift batch 2..10 to batch + 2
+cur.execute("SELECT id, batch_number FROM batches WHERE counting_date = '2026-08-20' AND batch_number >= 2 ORDER BY batch_number DESC")
+shift_rows = cur.fetchall()
+for bid, bnum in shift_rows:
+    new_bnum = bnum + 2
+    cur.execute("UPDATE batches SET batch_number = ? WHERE id = ?", (new_bnum, bid))
+
+# Step B: Update batch 1 (id 1525) to batch 1 with 219 sacks
+cur.execute('''
+    UPDATE batches
+    SET count = 219,
+        start_time = '2026-08-20T09:56:44',
+        end_time = '2026-08-20T10:16:22'
+    WHERE id = 1525
+''')
+
+# Step C: Insert batch 2 (168 sacks) and batch 3 (174 sacks)
+cur.execute('''
+    INSERT INTO batches (counting_date, batch_number, camera_name, object_label, count, start_time, end_time)
+    VALUES ('2026-08-20', 2, 'CC1', 'karung-pakan', 168, '2026-08-20T10:24:47', '2026-08-20T10:55:49')
+''')
+
+cur.execute('''
+    INSERT INTO batches (counting_date, batch_number, camera_name, object_label, count, start_time, end_time)
+    VALUES ('2026-08-20', 3, 'CC1', 'karung-pakan', 174, '2026-08-20T11:03:30', '2026-08-20T11:19:19')
+''')
+
+# Step D: Recalculate daily_summaries for 2026-08-20
+cur.execute('''
+    SELECT SUM(count), COUNT(id)
+    FROM batches
+    WHERE counting_date = '2026-08-20' AND camera_name = 'CC1' AND object_label = 'karung-pakan'
+''')
+sum_row = cur.fetchone()
+tot_count = sum_row[0] if sum_row[0] is not None else 0
+tot_batches = sum_row[1] if sum_row[1] is not None else 0
+
+cur.execute('''
+    INSERT OR REPLACE INTO daily_summaries
+    (counting_date, camera_name, object_label, total_count, total_batches, updated_at)
+    VALUES ('2026-08-20', 'CC1', 'karung-pakan', ?, ?, CURRENT_TIMESTAMP)
+''', (tot_count, tot_batches))
+
+conn.commit()
+
+# Verify new data
+cur.execute("SELECT id, batch_number, count, start_time, end_time FROM batches WHERE counting_date = '2026-08-20' ORDER BY batch_number ASC")
+new_rows = cur.fetchall()
+print("\nAfter update:")
+for r in new_rows:
+    print(r)
+
+cur.execute("SELECT * FROM daily_summaries WHERE counting_date = '2026-08-20'")
+print("\nDaily Summary:", cur.fetchall())
+
+conn.close()