import json class JsonDataLoader: def __init__(self, filepath): self.filepath = filepath def load_data(self, category=None): with open(self.filepath, "r") as f: data = json.load(f) inputs = [] outputs = [] if category == "easy" or category == "medium": inputs += [ example["inputs"] for example in data if example["category"] == "easy" ] outputs += [ example["outputs"] for example in data if example["category"] == "easy" ] if category == "medium": inputs += [ example["inputs"] for example in data if example["category"] == "medium" ] outputs += [ example["outputs"] for example in data if example["category"] == "medium" ] if category == None or category == "hard": inputs += [example["inputs"] for example in data] outputs += [example["outputs"] for example in data] return inputs, outputs