This is actually the situation for the CUAD facts set.You're requested to produce a Spark software which will execute on numerous nodes to pre-method the CUAD facts in parallel.In addition, you deep to provide a effectiveness report toanalyse your application’s resource utilization and scalability.2Input Knowledge Established DescriptionThe CUAD info set presented in regular dilemma answering formatdata.zipcan be down-loaded from theproject repository. Thedata.zipcontains the following 3 files:•CUADv1.json: the entire facts set•train_separate_questions.json: the instruction set•examination.json: the examination setAll files are of the exact same SQuAD-type JSON format. The entire knowledge set consists of dataof all 510 contracts. The training set includes knowledge of 408 contracts. The take a look at set containsdata of 102 contracts.Every single deal is represented as being a nested JSON item of the following structure:one

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