diff --git a/ppl-spark-integration/README.md b/ppl-spark-integration/README.md
index ecd043acd..61ef5b670 100644
--- a/ppl-spark-integration/README.md
+++ b/ppl-spark-integration/README.md
@@ -262,7 +262,7 @@ The next samples of PPL queries are currently supported:
  - `where`  - [See details](https://github.com/opensearch-project/sql/blob/main/docs/user/ppl/cmd/where.rst)  
  - `fields` - [See details](https://github.com/opensearch-project/sql/blob/main/docs/user/ppl/cmd/fields.rst)  
  - `head`   - [See details](https://github.com/opensearch-project/sql/blob/main/docs/user/ppl/cmd/head.rst)
- - `stats`  - [See details](https://github.com/opensearch-project/sql/blob/main/docs/user/ppl/cmd/stats.rst) (supports AVG, COUNT, MAX, MIN and SUM aggregation functions)
+ - `stats`  - [See details](https://github.com/opensearch-project/sql/blob/main/docs/user/ppl/cmd/stats.rst) (supports AVG, COUNT, DISTINCT_COUNT, MAX, MIN and SUM aggregation functions)
  - `sort` -   [See details](https://github.com/opensearch-project/sql/blob/main/docs/user/ppl/cmd/sort.rst)
  - `correlation` - [See details](../docs/PPL-Correlation-command.md)
 
diff --git a/ppl-spark-integration/src/main/antlr4/OpenSearchPPLParser.g4 b/ppl-spark-integration/src/main/antlr4/OpenSearchPPLParser.g4
index f6cd0d4ee..086413ca4 100644
--- a/ppl-spark-integration/src/main/antlr4/OpenSearchPPLParser.g4
+++ b/ppl-spark-integration/src/main/antlr4/OpenSearchPPLParser.g4
@@ -33,7 +33,6 @@ commands
    : whereCommand
    | correlateCommand
    | fieldsCommand
-   | renameCommand
    | statsCommand
    | sortCommand
    | headCommand
@@ -224,8 +223,6 @@ statsFunction
    : statsFunctionName LT_PRTHS valueExpression RT_PRTHS        # statsFunctionCall
    | COUNT LT_PRTHS RT_PRTHS                                    # countAllFunctionCall
    | (DISTINCT_COUNT | DC) LT_PRTHS valueExpression RT_PRTHS    # distinctCountFunctionCall
-   | percentileAggFunction                                      # percentileAggFunctionCall
-   | takeAggFunction                                            # takeAggFunctionCall
    ;
 
 statsFunctionName
@@ -257,8 +254,6 @@ logicalExpression
    | left = logicalExpression OR right = logicalExpression      # logicalOr
    | left = logicalExpression (AND)? right = logicalExpression  # logicalAnd
    | left = logicalExpression XOR right = logicalExpression     # logicalXor
-   | booleanExpression                                          # booleanExpr
-   | relevanceExpression                                        # relevanceExpr
    ;
 
 comparisonExpression
@@ -266,9 +261,7 @@ comparisonExpression
    ;
 
 valueExpression
-   : left = valueExpression binaryOperator = (STAR | DIVIDE | MODULE) right = valueExpression   # binaryArithmetic
-   | left = valueExpression binaryOperator = (PLUS | MINUS) right = valueExpression             # binaryArithmetic
-   | primaryExpression                                                                          # valueExpressionDefault
+   : primaryExpression                                                                          # valueExpressionDefault
    | LT_PRTHS valueExpression RT_PRTHS                                                          # parentheticValueExpr
    ;
 
diff --git a/ppl-spark-integration/src/main/java/org/opensearch/sql/ppl/parser/AstExpressionBuilder.java b/ppl-spark-integration/src/main/java/org/opensearch/sql/ppl/parser/AstExpressionBuilder.java
index 8cfbc15d5..501ddb6ea 100644
--- a/ppl-spark-integration/src/main/java/org/opensearch/sql/ppl/parser/AstExpressionBuilder.java
+++ b/ppl-spark-integration/src/main/java/org/opensearch/sql/ppl/parser/AstExpressionBuilder.java
@@ -111,15 +111,6 @@ public UnresolvedExpression visitCompareExpr(OpenSearchPPLParser.CompareExprCont
         return new Compare(ctx.comparisonOperator().getText(), visit(ctx.left), visit(ctx.right));
     }
 
-    /**
-     * Value Expression.
-     */
-    @Override
-    public UnresolvedExpression visitBinaryArithmetic(OpenSearchPPLParser.BinaryArithmeticContext ctx) {
-        return new Function(
-                ctx.binaryOperator.getText(), Arrays.asList(visit(ctx.left), visit(ctx.right)));
-    }
-
     @Override
     public UnresolvedExpression visitParentheticValueExpr(OpenSearchPPLParser.ParentheticValueExprContext ctx) {
         return visit(ctx.valueExpression()); // Discard parenthesis around
@@ -171,20 +162,6 @@ public UnresolvedExpression visitPercentileAggFunction(OpenSearchPPLParser.Perce
                 Collections.singletonList(new Argument("rank", (Literal) visit(ctx.value))));
     }
 
-    @Override
-    public UnresolvedExpression visitTakeAggFunctionCall(
-            OpenSearchPPLParser.TakeAggFunctionCallContext ctx) {
-        ImmutableList.Builder<UnresolvedExpression> builder = ImmutableList.builder();
-        builder.add(
-                new UnresolvedArgument(
-                        "size",
-                        ctx.takeAggFunction().size != null
-                                ? visit(ctx.takeAggFunction().size)
-                                : new Literal(DEFAULT_TAKE_FUNCTION_SIZE_VALUE, DataType.INTEGER)));
-        return new AggregateFunction(
-                "take", visit(ctx.takeAggFunction().fieldExpression()), builder.build());
-    }
-
     /**
      * Eval function.
      */