is source file name ".java" valid ?

Yes, absolutely !

We can define a source file without file name but using extension ".java"

File name : .java

class A{ 
   public static void main(String args[]){ 
      System.out.println("Hello java"); 
   }
}

Compile : javac .java

Run : java A