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Runtime error
| from pathlib import Path | |
| import json | |
| from collections import Counter | |
| import operator | |
| import numpy as np | |
| import matplotlib.pyplot as plt | |
| from string import ascii_lowercase as alc | |
| from string import ascii_uppercase as auc | |
| # assign directory | |
| directory = 'HFFiles' | |
| arch_list = [] | |
| invalid_counter = 0 | |
| # iterate over files in directory | |
| files = Path(directory).glob('*.json') | |
| for file in files: | |
| f = open(file) | |
| try: | |
| data = json.load(f) | |
| except: | |
| # print(str(file) + " does not look like valid JSON.") | |
| invalid_counter += 1 | |
| continue | |
| try: | |
| for i in data['architectures']: | |
| # print(i) | |
| arch_list.append(i[0]) | |
| except: | |
| # print(str(file) + " does not contain architectures key.") | |
| invalid_counter += 1 | |
| f.close() | |
| my_dict = Counter(arch_list) | |
| # print(my_dict) | |
| print("\n") | |
| print(str(invalid_counter) + " JSON files are invalid.") | |
| for i in alc: | |
| del my_dict[i] | |
| for i in auc: | |
| del my_dict[i] | |
| causal_dict = {k:v for (k,v) in my_dict.items() if "Causal" in k} | |
| sorted_causal_dict = dict(sorted(causal_dict.items(),key=operator.itemgetter(1),reverse=True)) | |
| sorted_causal_dict = {key:val for key, val in sorted_causal_dict.items() if val != 1} | |
| print(sorted_causal_dict) | |
| labels, values = zip(*sorted_causal_dict.items()) | |
| indexes = np.arange(len(labels)) | |
| width = 1 | |
| plt.figure(figsize=(16,9)) | |
| plt.bar(indexes, values, width) | |
| plt.xticks(indexes + width * 0.5, labels) | |
| plt.xticks(rotation=90) | |
| plt.show() |