9cdd21160f4b4352b05f7b7ce9f0f63506c585c9,benchmarks/bench_ml.py,,load_data_target,#Any#,144

Before Change

            url = "https://archive.ics.uci.edu/ml/machine-learning-databases/00252/pop_failures.dat"
            urlretrieve(url, "pop_failures.dat")
            data = dict()
            samples = np.loadtxt("pop_failures.dat", skiprows=1)
            os.remove("pop_failures.dat")
            data["data"] = samples[:, :-1]
            data["target"] = np.array(samples[:, -1], dtype=np.int)
    else:

After Change

            url = "https://archive.ics.uci.edu/ml/machine-learning-databases/00252/pop_failures.dat"
            data = urlopen(url).read().split("\n")[1:]
            data = [[float(v) for v in d.split()] for d in data]
            samples = np.array(data)
            data = dict()
            data["data"] = samples[:, :-1]
            data["target"] = np.array(samples[:, -1], dtype=np.int)
    else:

Instances