A Coding Implementation to Explore and Analyze the TaskTrove Dataset with Streaming Parsing Visualization and Verifier Detection
filename_counter: Counter = Counter() all_json_keys: Counter = Counter() samples_for_show: List = [] for i, row in enumerate(tqdm(ds_test, desc=”inspecting structure”, total=200)): if i >= 200: break p = parse_task(row[“task_binary”]) if p[“format”] in (“tar”, “zip”): for name, body in p[“files”].items(): filename_counter[name] += 1 if name.endswith(“.json”) and isinstance(body, str): try: obj = json.loads(body) if isinstance(obj, dict): for k…
