This is the scenario for that CUAD facts set.That you are requested to establish a Spark program that will execute on various nodes to pre-process the CUAD information in parallel.You furthermore mght deep to offer a general performance report toanalyse your application’s useful resource usage and scalability.2Input Info Established DescriptionThe CUAD facts established presented in normal concern answering formatdata.zipcan be down-loaded from theproject repository. Thedata.zipcontains the following a few data files:•CUADv1.json: the entire details set•train_separate_questions.json: the education established•examination.json: the examination setAll information are of exactly the same SQuAD-design and style JSON format. The whole facts established incorporates dataof all 510 contracts. The schooling set has details of 408 contracts. The check set containsdata of 102 contracts.Each individual contract is represented being a nested JSON item of the following format:1

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