You are tasked with developing a linear regression model using BigQuery ML with the goal of predicting the likelihood that a customer will purchase your company's products. One of the key predictive features in your model is the city name of the customer. For successful training and deployment of this model, your data should be structured in a columnar format. Your objective is to prepare the data with minimal coding effort while maintaining the integrity of the predictive variables. What approach should you take?