Delete check_data_structure.py
Browse files- check_data_structure.py +0 -65
check_data_structure.py
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import os
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import pickle
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if __name__ == '__main__':
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file = "s_month.pkl"
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with open(file, "rb") as f:
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data = pickle.load(f)
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print("data ", type(data), "length: ", len(data))
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dict0 = data[0]
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print("data[0] ", type(dict0), "length: ", len(dict0))
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print("data[0].keys() ", dict0.keys())
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print()
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observations = dict0['observations']
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print("observations ", type(observations), "length: ", len(observations))
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observations0 = observations[0]
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print("observations[0] ", type(observations0), "length: ", len(observations0))
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observations00 = observations[0][0]
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print("observations[0][0] ", type(observations00))
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print()
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next_observations = dict0['next_observations']
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print("next_observations ", type(next_observations), "length: ", len(next_observations))
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next_observations0 = next_observations[0]
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print("next_observations[0] ", type(next_observations0), "length: ", len(next_observations0))
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next_observations00 = next_observations[0][0]
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print("next_observations[0][0] ", type(next_observations00))
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print()
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actions = dict0['actions']
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print("actions ", type(actions), "length: ", len(actions))
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actions0 = actions[0]
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print("actions[0] ", type(actions0), "length: ", len(actions0))
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actions00 = actions[0][0]
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print("actions[0][0] ", type(actions00))
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print()
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rewards = dict0['rewards']
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print("rewards ", type(rewards), "length: ", len(rewards))
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rewards0 = rewards[0]
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print("rewards[0] ", type(rewards0))
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print()
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terminals = dict0['terminals']
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print("terminals ", type(terminals), "length: ", len(terminals))
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terminals0 = terminals[0]
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print("terminals[0] ", type(terminals0))
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print()
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print("========================= Data Size =============================")
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length = 0
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for d in data:
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if len(d["observations"]) > length:
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length = len(d["observations"])
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print("Amount Of Sequences: ", len(data))
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print("Longest Sequence: ", length)
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file_size = os.stat(file).st_size
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if file_size > 1e+6:
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string_byte = "(" + str(round(file_size / 1e+6)) + " MB)"
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else:
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string_byte = "(" + str(round(file_size / 1e+3)) + " kB)"
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print(file, string_byte)
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print(data[0]["observations"][0][:3])
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