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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
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