ver Feb26th

statistics of action types of exp_som branch

action_type_analysis.py

@@ -0,0 +1,22 @@
+import json
+import glob
+
+from typing import Dict, Counter
+from typing import Any
+
+import collections
+
+action_counter: Counter[str] = collections.Counter()
+for trjctr in glob.glob("snapshots/exp_som/exp_trajectory/**/*.json", recursive=True):
+    with open(trjctr) as f:
+        for l in f:
+            step: Dict[str, Any] = json.loads(l)
+            #print(step)
+            for rsp in step.get("action", "").splitlines():
+                if rsp.startswith("pyautogui."):
+                    action_counter[rsp[10:rsp.find("(")]] += 1
+                elif rsp in {"WAIT", "FAIL", "DONE"}:
+                    action_counter[rsp] += 1
+
+for k, nb in sorted(action_counter.items(), key=(lambda itm: itm[1]), reverse=True):
+    print(k, nb)