Your company is currently engaged in data preprocessing for a machine learning algorithm using Google Cloud Dataflow. During this process, an extensive amount of data logs are being generated, and the team is interested in analyzing these logs. The data volume is rapidly expanding every hour due to the dynamic nature of the campaign. The data scientists have developed code to read the log data and extract new key features. How can you enhance the performance of this data reading operation?