Streaming metrics are available/exposed mainly through 3 ways:

1. Streaming UI, which is available from Spark 3/DBR 7
2. Streaming listener/Observable metrics API
3. Spark driver logs. Search for the string "Streaming query made progress". The metrics are logged in the Spark driver logs as soon as the batch is completed.