[~] Refactor
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@ -1027,7 +1027,7 @@ def kernel_15(
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t22 = numpy.random.choice(t4, 10)
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import tqdm
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for k in tqdm.tqdm(t22):
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t5 = t4[-1]
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t5 = t4[k]
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t6 = t3.video_path.data[t5]
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t7 = t3.frame_id.data[t5]
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t8 = t3.to_dataframe().iloc[t5]
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