diff --git a/integ-test/src/test/java/org/opensearch/sql/calcite/remote/CalciteExpandCommandIT.java b/integ-test/src/test/java/org/opensearch/sql/calcite/remote/CalciteExpandCommandIT.java
index f7e994223c..a7aac6765b 100644
--- a/integ-test/src/test/java/org/opensearch/sql/calcite/remote/CalciteExpandCommandIT.java
+++ b/integ-test/src/test/java/org/opensearch/sql/calcite/remote/CalciteExpandCommandIT.java
@@ -5,6 +5,7 @@
 
 package org.opensearch.sql.calcite.remote;
 
+import static org.junit.Assume.assumeFalse;
 import static org.opensearch.sql.legacy.TestsConstants.TEST_INDEX_ARRAY;
 import static org.opensearch.sql.legacy.TestsConstants.TEST_INDEX_NESTED_SIMPLE;
 import static org.opensearch.sql.util.MatcherUtils.rows;
@@ -295,6 +296,10 @@ public void testExpandWithEval() throws Exception {
 
   @Test
   public void testExpandEmptyArray() throws Exception {
+    assumeFalse(
+        "Test mutates docs via PUT+DELETE, which DataFormatAwareEngine"
+            + " (analytics-engine storage path) does not support.",
+        isAnalyticsParquetIndicesEnabled());
     final int docId = 6;
     Request insertRequest =
         new Request(
@@ -324,6 +329,10 @@ public void testExpandEmptyArray() throws Exception {
 
   @Test
   public void testExpandOnNullField() throws Exception {
+    assumeFalse(
+        "Test mutates docs via PUT+DELETE, which DataFormatAwareEngine"
+            + " (analytics-engine storage path) does not support.",
+        isAnalyticsParquetIndicesEnabled());
     final int docId = 6;
     Request insertRequest =
         new Request(
diff --git a/integ-test/src/test/java/org/opensearch/sql/calcite/remote/CalciteStreamstatsCommandIT.java b/integ-test/src/test/java/org/opensearch/sql/calcite/remote/CalciteStreamstatsCommandIT.java
index 77daf6dce4..2720007856 100644
--- a/integ-test/src/test/java/org/opensearch/sql/calcite/remote/CalciteStreamstatsCommandIT.java
+++ b/integ-test/src/test/java/org/opensearch/sql/calcite/remote/CalciteStreamstatsCommandIT.java
@@ -5,6 +5,7 @@
 
 package org.opensearch.sql.calcite.remote;
 
+import static org.junit.Assume.assumeFalse;
 import static org.opensearch.sql.legacy.TestsConstants.*;
 import static org.opensearch.sql.util.MatcherUtils.*;
 
@@ -507,6 +508,10 @@ public void testStreamstatsCurrentAndWindowWithNull() throws IOException {
 
   @Test
   public void testStreamstatsGlobal() throws IOException {
+    assumeFalse(
+        "Test mutates docs via PUT+DELETE, which DataFormatAwareEngine"
+            + " (analytics-engine storage path) does not support.",
+        isAnalyticsParquetIndicesEnabled());
     final int docId = 5;
     Request insertRequest =
         new Request(
@@ -666,6 +671,10 @@ public void testStreamstatsGlobalWithNullBucket() throws IOException {
 
   @Test
   public void testStreamstatsReset() throws IOException {
+    assumeFalse(
+        "Test mutates docs via PUT+DELETE, which DataFormatAwareEngine"
+            + " (analytics-engine storage path) does not support.",
+        isAnalyticsParquetIndicesEnabled());
     final int docId = 5;
     Request insertRequest =
         new Request(
@@ -934,6 +943,10 @@ public void testMultipleStreamstatsWithNull1() throws IOException {
 
   @Test
   public void testMultipleStreamstatsWithNull2() throws IOException {
+    assumeFalse(
+        "Test mutates docs via PUT+DELETE, which DataFormatAwareEngine"
+            + " (analytics-engine storage path) does not support.",
+        isAnalyticsParquetIndicesEnabled());
     final int docId = 5;
     Request insertRequest =
         new Request(
diff --git a/integ-test/src/test/java/org/opensearch/sql/ppl/DateTimeFunctionIT.java b/integ-test/src/test/java/org/opensearch/sql/ppl/DateTimeFunctionIT.java
index cbfe3c8446..aa5b775844 100644
--- a/integ-test/src/test/java/org/opensearch/sql/ppl/DateTimeFunctionIT.java
+++ b/integ-test/src/test/java/org/opensearch/sql/ppl/DateTimeFunctionIT.java
@@ -5,6 +5,7 @@
 
 package org.opensearch.sql.ppl;
 
+import static org.junit.Assume.assumeFalse;
 import static org.opensearch.sql.legacy.TestsConstants.TEST_INDEX_BANK;
 import static org.opensearch.sql.legacy.TestsConstants.TEST_INDEX_DATE;
 import static org.opensearch.sql.util.MatcherUtils.rows;
@@ -1565,6 +1566,10 @@ public void testExtract() throws IOException {
 
   @Test
   public void testCompareAgainstUTCDate() throws IOException {
+    assumeFalse(
+        "Test mutates docs via PUT+DELETE, which DataFormatAwareEngine"
+            + " (analytics-engine storage path) does not support.",
+        isAnalyticsParquetIndicesEnabled());
     LocalDateTime now = LocalDateTime.now(ZoneOffset.UTC);
     String isoTimestamp = now.format(DateTimeFormatter.ofPattern("yyyy-MM-dd'T'HH:mm:ss'Z'"));
     String pplTimestamp = now.format(DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss"));
diff --git a/integ-test/src/test/java/org/opensearch/sql/ppl/SearchCommandIT.java b/integ-test/src/test/java/org/opensearch/sql/ppl/SearchCommandIT.java
index b8e5b2a572..c5360a5dfa 100644
--- a/integ-test/src/test/java/org/opensearch/sql/ppl/SearchCommandIT.java
+++ b/integ-test/src/test/java/org/opensearch/sql/ppl/SearchCommandIT.java
@@ -5,6 +5,7 @@
 
 package org.opensearch.sql.ppl;
 
+import static org.junit.Assume.assumeFalse;
 import static org.opensearch.sql.legacy.TestsConstants.*;
 import static org.opensearch.sql.util.MatcherUtils.columnName;
 import static org.opensearch.sql.util.MatcherUtils.rows;
@@ -1053,6 +1054,10 @@ public void testSearchWithNumericTimeRange() throws IOException {
 
   @Test
   public void testSearchTimeModifierWithSnappedWeek() throws IOException {
+    assumeFalse(
+        "Test mutates docs via PUT+DELETE, which DataFormatAwareEngine"
+            + " (analytics-engine storage path) does not support.",
+        isAnalyticsParquetIndicesEnabled());
     // Test whether alignment to weekday works
 
     final int docId = 101;
@@ -1141,6 +1146,10 @@ public void testSearchTimeModifierWithSnappedWeek() throws IOException {
 
   @Test
   public void testSearchWithRelativeTimeModifiers() throws IOException {
+    assumeFalse(
+        "Test mutates docs via PUT+DELETE, which DataFormatAwareEngine"
+            + " (analytics-engine storage path) does not support.",
+        isAnalyticsParquetIndicesEnabled());
     final int docId = 101;
 
     LocalDateTime currentTime = LocalDateTime.now(ZoneOffset.UTC);
@@ -1189,6 +1198,10 @@ public void testSearchWithRelativeTimeModifiers() throws IOException {
 
   @Test
   public void testSearchWithTimeUnitSnapping() throws IOException {
+    assumeFalse(
+        "Test mutates docs via PUT+DELETE, which DataFormatAwareEngine"
+            + " (analytics-engine storage path) does not support.",
+        isAnalyticsParquetIndicesEnabled());
     final int docId = 101;
 
     LocalDateTime currentHour = LocalDateTime.now(ZoneOffset.UTC).truncatedTo(ChronoUnit.HOURS);
@@ -1237,6 +1250,10 @@ public void testSearchWithTimeUnitSnapping() throws IOException {
 
   @Test
   public void testSearchWithQuarterlyModifiers() throws IOException {
+    assumeFalse(
+        "Test mutates docs via PUT+DELETE, which DataFormatAwareEngine"
+            + " (analytics-engine storage path) does not support.",
+        isAnalyticsParquetIndicesEnabled());
     final int docId = 101;
 
     LocalDateTime currentQuarter =