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You are developing a Kubeflow pipeline on Google Kubernetes Engine (GKE) to automate your machine learning workflow. The first step in the pipeline is to issue a query against BigQuery to extract data. The results of this query will be used as input for the next step in your pipeline. Considering the need for simplicity and efficiency in implementing this step, what should you do?