diff --git a/rust/processor/src/db/common/models/events_models/parquet_events.rs b/rust/processor/src/db/common/models/events_models/parquet_events.rs
index 615e613ec..7e318dc11 100644
--- a/rust/processor/src/db/common/models/events_models/parquet_events.rs
+++ b/rust/processor/src/db/common/models/events_models/parquet_events.rs
@@ -9,7 +9,6 @@ use crate::{
 };
 use allocative_derive::Allocative;
 use aptos_protos::transaction::v1::{Event as EventPB, EventSizeInfo};
-use itertools::Itertools;
 use parquet_derive::ParquetRecordWriter;
 use serde::{Deserialize, Serialize};
 
@@ -85,23 +84,31 @@ impl Event {
         block_height: i64,
         event_size_info: &[EventSizeInfo],
         block_timestamp: chrono::NaiveDateTime,
+        is_user_txn_type: bool,
     ) -> Vec<Self> {
-        // Ensure that lengths match, otherwise log and panic to investigate
+        // event_size_info will be used for user transactions only, no promises for other transactions.
+        // If event_size_info is missing due to fewer or no events, it defaults to 0.
+        // No need to backfill as event_size_info is primarily for debugging user transactions.
         if events.len() != event_size_info.len() {
-            tracing::error!(
+            tracing::warn!(
                 events_len = events.len(),
                 event_size_info_len = event_size_info.len(),
                 txn_version,
                 "Length mismatch: events size does not match event_size_info size.",
             );
-            panic!("Length mismatch: events len does not match event_size_info len");
+            if is_user_txn_type {
+                panic!("Event size info is missing for user transaction.")
+            }
         }
 
         events
             .iter()
-            .zip_eq(event_size_info.iter())
             .enumerate()
-            .map(|(index, (event, size_info))| {
+            .map(|(index, event)| {
+                let size_info = event_size_info.get(index).unwrap_or(&EventSizeInfo {
+                    type_tag_bytes: 0,
+                    total_bytes: 0,
+                });
                 Self::from_event(
                     event,
                     txn_version,
diff --git a/rust/processor/src/processors/parquet_processors/parquet_events_processor.rs b/rust/processor/src/processors/parquet_processors/parquet_events_processor.rs
index a919ec5cb..b12324dbe 100644
--- a/rust/processor/src/processors/parquet_processors/parquet_events_processor.rs
+++ b/rust/processor/src/processors/parquet_processors/parquet_events_processor.rs
@@ -119,10 +119,14 @@ impl ProcessorTrait for ParquetEventsProcessor {
                 },
             };
             let default = vec![];
+            let mut is_user_txn_type = false;
             let raw_events = match txn_data {
                 TxnData::BlockMetadata(tx_inner) => &tx_inner.events,
                 TxnData::Genesis(tx_inner) => &tx_inner.events,
-                TxnData::User(tx_inner) => &tx_inner.events,
+                TxnData::User(tx_inner) => {
+                    is_user_txn_type = true;
+                    &tx_inner.events
+                },
                 TxnData::Validator(txn) => &txn.events,
                 _ => &default,
             };
@@ -133,6 +137,7 @@ impl ProcessorTrait for ParquetEventsProcessor {
                 block_height,
                 size_info.event_size_info.as_slice(),
                 block_timestamp,
+                is_user_txn_type,
             );
             transaction_version_to_struct_count
                 .entry(txn_version)