xuyang1706 commented on a change in pull request #8632: [FLINK-12744][ml] add 
shared params in ml package
URL: https://github.com/apache/flink/pull/8632#discussion_r293209304
 
 

 ##########
 File path: 
flink-ml-parent/flink-ml-api/src/main/java/org/apache/flink/ml/api/misc/param/Params.java
 ##########
 @@ -25,16 +25,39 @@
 
 import java.io.IOException;
 import java.io.Serializable;
+import java.util.Arrays;
 import java.util.HashMap;
 import java.util.Map;
+import java.util.stream.Collectors;
+import java.util.stream.Stream;
 
 /**
  * The map-like container class for parameter. This class is provided to unify 
the interaction with
  * parameters.
  */
 @PublicEvolving
-public class Params implements Serializable {
-       private final Map<String, Object> paramMap = new HashMap<>();
+public class Params implements Serializable, Cloneable {
+       private static final long serialVersionUID = 1L;
+
+       private final Map<String, String> params;
 
 Review comment:
   Thanks, we added.

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