Jackie-Jiang commented on code in PR #13581:
URL: https://github.com/apache/pinot/pull/13581#discussion_r1681837354


##########
pinot-common/src/test/java/org/apache/pinot/common/function/scalar/MapFunctionsTest.java:
##########
@@ -0,0 +1,124 @@
+package org.apache.pinot.common.function.scalar;
+
+import com.fasterxml.jackson.core.JsonProcessingException;
+import org.testng.annotations.Test;
+
+import static org.testng.Assert.assertEquals;
+
+public class MapFunctionsTest {
+
+    @Test
+    public void testRegMapSameTypes()
+            throws JsonProcessingException {
+
+        // CHECKSTYLE:OFF

Review Comment:
   (minor) No need to turn off `CHECKSTYLE`, same for other places



##########
pinot-common/src/main/java/org/apache/pinot/common/function/scalar/MapFunctions.java:
##########
@@ -0,0 +1,67 @@
+package org.apache.pinot.common.function.scalar;
+
+import com.fasterxml.jackson.core.type.TypeReference;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import org.apache.pinot.spi.annotations.ScalarFunction;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.List;
+import java.util.Map;
+
+public class MapFunctions {
+    private MapFunctions() {

Review Comment:
   Please apply the [Pinot 
Style](https://docs.pinot.apache.org/developers/developers-and-contributors/code-setup#set-up-ide)
 and reformat the changes



##########
pinot-common/src/main/java/org/apache/pinot/common/function/scalar/MapFunctions.java:
##########
@@ -0,0 +1,67 @@
+package org.apache.pinot.common.function.scalar;
+
+import com.fasterxml.jackson.core.type.TypeReference;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import org.apache.pinot.spi.annotations.ScalarFunction;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.List;
+import java.util.Map;
+
+public class MapFunctions {
+    private MapFunctions() {
+    }
+
+    /**
+     * Internal Helper Function to convert Json String Values to Java Maps
+     * @param jsonString
+     * @return converted Java Map from JSON String
+     */
+    public static Map stringToMap(String jsonString) {

Review Comment:
   You should be able to use `JsonUtils.jsonNodeToMap()`



##########
pinot-common/src/main/java/org/apache/pinot/common/function/scalar/MapFunctions.java:
##########
@@ -0,0 +1,67 @@
+package org.apache.pinot.common.function.scalar;

Review Comment:
   Header is missing



##########
pinot-common/src/test/java/org/apache/pinot/common/function/scalar/MapFunctionsTest.java:
##########
@@ -0,0 +1,124 @@
+package org.apache.pinot.common.function.scalar;
+
+import com.fasterxml.jackson.core.JsonProcessingException;
+import org.testng.annotations.Test;
+
+import static org.testng.Assert.assertEquals;
+
+public class MapFunctionsTest {
+
+    @Test
+    public void testRegMapSameTypes()
+            throws JsonProcessingException {
+
+        // CHECKSTYLE:OFF
+        // @formatter:off
+
+        //test with all same type keys and values (Strings)
+        String jsonString = "{" +
+                "  \"id\": \"7044885078\"," +
+                "  \"type\": \"CreateEvent\"," +
+                "  \"public\": \"true\"," +
+                "  \"created_at\": \"2018-01-01T11:12:53Z\"," +
+                "    \"date\": \"November\"," +
+                "    \"occasion\": \"Anniversary\"," +
+                "    \"emotion\": \"Happiness\"" +
+                "}";
+
+        // @formatter:on
+        // CHECKSTYLE:ON
+
+        assertEquals(MapFunctions.listKeys(jsonString), new String[]{"id", 
"type", "public", "created_at",
+                "date", "occasion", "emotion"});
+    }
+
+    @Test
+    public void testRegMapDiffTypes1()
+            throws JsonProcessingException {
+
+        // CHECKSTYLE:OFF
+        // @formatter:off
+
+        //test with different type values (number, bool, array, string, null)
+        String jsonString = "{" +
+                "  \"id\": 704488," +
+                "  \"type\": false," +
+                "  \"public\": 4.0," +
+                "  \"created_at\": \"2018-01-01T11:12:53Z\"," +
+                "    \"date\": \"n\"," +
+                "    \"occasion\":  [80, 85, 90, 95, 100]," +
+                "    \"extra\": null," +
+                "    \"emotion\": [\"happy\",\"sad\",\"angry\"]" +
+                "}";
+
+        // @formatter:on
+        // CHECKSTYLE:ON
+
+        assertEquals(MapFunctions.listKeys(jsonString), new String[]{"id", 
"type", "public", "created_at", "date",
+                "occasion", "extra", "emotion"});
+    }
+
+    @Test
+    public void testRegMapDiffTypes2()
+            throws JsonProcessingException {
+
+        // CHECKSTYLE:OFF
+        // @formatter:off
+
+        //test different value types, emphasis on the case of "subjects" value
+        String jsonString = "{\n" +
+                "    \"name\": \"Pete\",\n" +
+                "    \"age\": 24,\n" +
+                "    \"subjects\": [\n" +
+                "        {\n" +
+                "            \"name\": \"maths\",\n" +
+                "            \"homework_grades\": [80, 85, 90, 95, 100],\n" +
+                "            \"grade\": \"A\"\n" +
+                "        },\n" +
+                "        {\n" +
+                "            \"name\": \"english\",\n" +
+                "            \"homework_grades\": [60, 65, 70, 85, 90],\n" +
+                "            \"grade\": \"B\"\n" +
+                "        }\n" +
+                "    ]\n" +
+                "}";
+
+        // @formatter:on
+        // CHECKSTYLE:ON
+
+        assertEquals(MapFunctions.listKeys(jsonString), new String[]{"name", 
"age", "subjects"});
+    }
+
+
+    @Test
+    public void testEmpty()
+            throws JsonProcessingException {
+
+        // CHECKSTYLE:OFF
+        // @formatter:off

Review Comment:
   (minor) No need to turn off them, same for `testNull()`



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