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canonicalize.py

@@ -0,0 +1,44 @@
+import json, sys
+
+D = "/root/alea/data/"
+
+
+def flat_to_canon(r):
+    kind = r["kind"]
+    if kind == "noul":
+        qs = {"q": {"type": "noul", "instructions": r["question"], "criteria": {}}}
+        tg = {"q": float(r["target"][1])}
+    else:
+        crit = {chr(65 + i): o for i, o in enumerate(r["options"])}
+        qs = {"q": {"type": kind, "instructions": r["question"], "criteria": crit}}
+        tg = {"q": [float(x) for x in r["target"]]}
+    return {**{k: v for k, v in r.items() if k not in ("kind", "question", "options", "target")},
+            "questions": qs, "targets": tg}
+
+
+def listq_to_canon(r):
+    qs, tg = {}, {}
+    for j, q in enumerate(r["questions"]):
+        qid = f"q{j}"
+        t = q["kind"]
+        if t == "noul":
+            qs[qid] = {"type": "noul", "instructions": q["text"], "criteria": {}}
+            tg[qid] = float(r["targets"][j][1])
+        else:
+            crit = {chr(65 + i): o for i, o in enumerate(q["options"])}
+            qs[qid] = {"type": t, "instructions": q["text"], "criteria": crit}
+            tg[qid] = [float(x) for x in r["targets"][j]]
+    return {**{k: v for k, v in r.items() if k not in ("questions", "targets")},
+            "questions": qs, "targets": tg}
+
+
+for fn in sys.argv[1:]:
+    src, dst = D + fn, D + fn.replace(".jsonl", "") + ".canon.jsonl"
+    n = 0
+    with open(dst, "w") as f:
+        for line in open(src):
+            r = json.loads(line)
+            c = listq_to_canon(r) if isinstance(r.get("questions"), list) else flat_to_canon(r)
+            f.write(json.dumps(c, ensure_ascii=False) + "\n")
+            n += 1
+    print(fn, "->", dst.split("/")[-1], n)