Hi @yashojha1995 

EOL while scanning string literal hints that there might be a syntax error in the update query.
could you share your update query here, and any other info such as how are you creating a Linked service to your delta lake? Does it mean you're connecting to Databricks or any bucket/container?

Looking forward, cheers!