The URL 'redis://123456@cruise-redis-master.reddwarf-cache.svc.cluster.local :6379' is not valid for configuring Spring Data Redis

When I upgrade the spring boot to 2.6.6 and Jedis version to 4.0.0. The spring boot application show error like this:

23:24:20:970] [ERROR] - org.springframework.boot.diagnostics.LoggingFailureAnalysisReporter.report(LoggingFailureAnalysisReporter.java:40) - ***************************APPLICATION FAILED TO START***************************Description:The URL 'redis://123456@cruise-redis-master.reddwarf-cache.svc.cluster.local:6379' is not valid for configuring Spring Data Redis. Action:Review the value of the property 'spring.redis.url'.

I am sure the Redis password was right and the connection string did not change, the connections thing works fine in the lower version of Jedis. why did this happened? what should I do to fix this problem?