diff --git a/query-service-impl/src/test/java/org/hypertrace/core/query/service/pinot/QueryRequestToPinotSQLConverterTest.java b/query-service-impl/src/test/java/org/hypertrace/core/query/service/pinot/QueryRequestToPinotSQLConverterTest.java
index 57f3783d..97da1bcd 100644
--- a/query-service-impl/src/test/java/org/hypertrace/core/query/service/pinot/QueryRequestToPinotSQLConverterTest.java
+++ b/query-service-impl/src/test/java/org/hypertrace/core/query/service/pinot/QueryRequestToPinotSQLConverterTest.java
@@ -11,6 +11,7 @@
 import static org.hypertrace.core.query.service.QueryRequestBuilderUtils.createInFilter;
 import static org.hypertrace.core.query.service.QueryRequestBuilderUtils.createLongLiteralValueExpression;
 import static org.hypertrace.core.query.service.QueryRequestBuilderUtils.createNotEqualsFilter;
+import static org.hypertrace.core.query.service.QueryRequestBuilderUtils.createNotInFilter;
 import static org.hypertrace.core.query.service.QueryRequestBuilderUtils.createNullNumberLiteralValueExpression;
 import static org.hypertrace.core.query.service.QueryRequestBuilderUtils.createNullStringFilter;
 import static org.hypertrace.core.query.service.QueryRequestBuilderUtils.createNullStringLiteralValueExpression;
@@ -35,13 +36,16 @@
 import org.apache.pinot.client.Request;
 import org.hypertrace.core.query.service.ExecutionContext;
 import org.hypertrace.core.query.service.QueryFunctionConstants;
+import org.hypertrace.core.query.service.api.ColumnIdentifier;
 import org.hypertrace.core.query.service.api.Expression;
 import org.hypertrace.core.query.service.api.Filter;
 import org.hypertrace.core.query.service.api.Function;
+import org.hypertrace.core.query.service.api.LiteralConstant;
 import org.hypertrace.core.query.service.api.Operator;
 import org.hypertrace.core.query.service.api.QueryRequest;
 import org.hypertrace.core.query.service.api.QueryRequest.Builder;
 import org.hypertrace.core.query.service.api.SortOrder;
+import org.hypertrace.core.query.service.api.Value;
 import org.hypertrace.core.query.service.pinot.PinotClientFactory.PinotClient;
 import org.hypertrace.core.query.service.pinot.converters.PinotFunctionConverter;
 import org.junit.jupiter.api.Assertions;
@@ -539,6 +543,58 @@ public void testSQLiWithBooleanArrayFilter() {
         executionContext);
   }
 
+  @Test
+  void testQueryWithArrayColumnInFilter() {
+    Builder builder = QueryRequest.newBuilder();
+    builder.addSelection(createColumnExpression("Span.id").build());
+
+    Filter filter = createInFilter("Span.ip_types", List.of("Public Proxy", "Bot"));
+    builder.setFilter(filter);
+    builder.setLimit(5);
+
+    QueryRequest request = builder.build();
+    ViewDefinition viewDefinition = getDefaultViewDefinition();
+    defaultMockingForExecutionContext();
+
+    assertPQLQuery(
+        request,
+        "select span_id from spaneventview "
+            + "WHERE "
+            + viewDefinition.getTenantIdColumn()
+            + " = '"
+            + TENANT_ID
+            + "' "
+            + "and ip_types in ('public proxy', 'bot') limit 5",
+        viewDefinition,
+        executionContext);
+  }
+
+  @Test
+  void testQueryWithArrayColumnNotInFilter() {
+    Builder builder = QueryRequest.newBuilder();
+    builder.addSelection(createColumnExpression("Span.id").build());
+
+    Filter filter = createNotInFilter("Span.ip_types", List.of("Public Proxy", "Bot"));
+    builder.setFilter(filter);
+    builder.setLimit(5);
+
+    QueryRequest request = builder.build();
+    ViewDefinition viewDefinition = getDefaultViewDefinition();
+    defaultMockingForExecutionContext();
+
+    assertPQLQuery(
+        request,
+        "select span_id from spaneventview "
+            + "WHERE "
+            + viewDefinition.getTenantIdColumn()
+            + " = '"
+            + TENANT_ID
+            + "' "
+            + "and ip_types not in ('public proxy', 'bot') limit 5",
+        viewDefinition,
+        executionContext);
+  }
+
   @Test
   public void testQueryWithLikeOperator() {
     Builder builder = QueryRequest.newBuilder();
@@ -1060,6 +1116,79 @@ public void testQueryWithLikeOperatorForResponseBodyHavingTextIndex() {
         executionContext);
   }
 
+  @Test
+  public void testQueryWithTimeSeries() {
+    Builder builder = QueryRequest.newBuilder();
+
+    Filter startTimeFilter =
+        createTimeFilter("Span.start_time_millis", Operator.GT, 1570658506605L);
+    Filter endTimeFilter = createTimeFilter("Span.start_time_millis", Operator.LT, 1570744906673L);
+
+    ColumnIdentifier spanCalls = ColumnIdentifier.newBuilder().setColumnName("Spans.calls").build();
+    Function spanCallsFunctionCount =
+        Function.newBuilder()
+            .addArguments(Expression.newBuilder().setColumnIdentifier(spanCalls).build())
+            .setFunctionName("COUNT")
+            .setAlias("COUNT_SPANS.calls_[]")
+            .build();
+    builder.addSelection(Expression.newBuilder().setFunction(spanCallsFunctionCount));
+
+    Function dateTimeConvert =
+        Function.newBuilder()
+            .setFunctionName("dateTimeConvert")
+            .addArguments(
+                Expression.newBuilder()
+                    .setColumnIdentifier(
+                        ColumnIdentifier.newBuilder()
+                            .setColumnName("Span.start_time_millis")
+                            .build())
+                    .build())
+            .addArguments(
+                Expression.newBuilder()
+                    .setLiteral(
+                        LiteralConstant.newBuilder()
+                            .setValue(Value.newBuilder().setString("1:MILLISECONDS:EPOCH"))
+                            .build())
+                    .build())
+            .addArguments(
+                Expression.newBuilder()
+                    .setLiteral(
+                        LiteralConstant.newBuilder()
+                            .setValue(Value.newBuilder().setString("1:MILLISECONDS:EPOCH"))
+                            .build())
+                    .build())
+            .addArguments(
+                Expression.newBuilder()
+                    .setLiteral(
+                        LiteralConstant.newBuilder()
+                            .setValue(Value.newBuilder().setString("30:SECONDS"))
+                            .build())
+                    .build())
+            .build();
+    builder.addGroupBy(Expression.newBuilder().setFunction(dateTimeConvert).build());
+    builder
+        .setFilter(createCompositeFilter(Operator.AND, startTimeFilter, endTimeFilter))
+        .setLimit(15);
+
+    ViewDefinition viewDefinition = getDefaultViewDefinition();
+    defaultMockingForExecutionContext();
+
+    assertPQLQuery(
+        builder.build(),
+        "select datetimeconvert(start_time_millis,'1:milliseconds:epoch','1:milliseconds:epoch','30:seconds'), count(*) from spaneventview "
+            + "where "
+            + viewDefinition.getTenantIdColumn()
+            + " = '"
+            + TENANT_ID
+            + "'"
+            + " and "
+            + "( start_time_millis > 1570658506605 and start_time_millis < 1570744906673 ) "
+            + "group by datetimeconvert(start_time_millis,'1:milliseconds:epoch','1:milliseconds:epoch','30:seconds') "
+            + "limit 15",
+        viewDefinition,
+        executionContext);
+  }
+
   private QueryRequest buildSimpleQueryWithFilter(Filter filter) {
     Builder builder = QueryRequest.newBuilder();
     builder.addSelection(createColumnExpression("Span.id").build());
diff --git a/query-service-impl/src/test/resources/request_handler.conf b/query-service-impl/src/test/resources/request_handler.conf
index 6e5eecc0..0a2018a8 100644
--- a/query-service-impl/src/test/resources/request_handler.conf
+++ b/query-service-impl/src/test/resources/request_handler.conf
@@ -9,6 +9,7 @@
       mapFields = ["tags", "request_headers"]
       bytesFields = ["parent_span_id", "span_id"]
       textIndexes = ["span_name"]
+      arrayFields = ["ip_types"]
       fieldMap = {
         "Span.tags": "tags",
         "Span.id": "span_id",
@@ -24,7 +25,9 @@
         "Span.attributes.response_body": "response_body",
         "Span.metrics.duration_millis": "duration_millis",
         "Span.serviceName": "service_name",
-        "Span.attributes.parent_span_id": "parent_span_id"
+        "Span.attributes.parent_span_id": "parent_span_id",
+        "Span.ip_types": "ip_types",
+        "Span.calls": "calls"
       }
     }
   }