Consider a scenario where you have a Delta Lake table that previously processed incremental feeds from Structured Streaming. Your task is to enable Change Data Feed (CDF) on this table and redesign the data processing steps to handle Change Data Capture (CDC) output. Describe in detail how you would modify the existing Spark job to leverage CDF for processing CDC data, including any necessary code changes and the rationale behind these changes.