识别高频上报异常设备

def solve():
    from pyodide.http import open_url
    from io import StringIO
    import pandas as pd
    logs_csv = open_url(____).read()
    logs = pd.read_csv(StringIO(____))
    def detect_high_freq(____):
        dev = logs[logs['____']==device_id].sort_values(____)
        if len(____) < ____: return ____
        intervals = dev['____'].diff().dropna()
        return (____).sum()
    print(____)
    for did in logs['____'].unique():
        violations = detect_high_freq(____)
        if violations > ____:
            print(____)
        else:
            print(____)