@Dhilip Subramanian please go through this link https://learn.microsoft.com/en-us/azure/synapse-analytics/sql/resources-self-help-sql-on-demand
As described there, common reasons are your Azure AD identity does not have the right RBAC permissions to access the file or maybe firewall is blocking the access.
). This can be beneficial to other community members. Thank you.