diff --git a/Cargo.toml b/Cargo.toml
index 8d04f6799..b3cea6b08 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -39,12 +39,12 @@ rust-version = "1.77.1"
 anyhow = "1.0.72"
 apache-avro = "0.17"
 array-init = "2"
-arrow-arith = { version = "52" }
-arrow-array = { version = "52" }
-arrow-ord = { version = "52" }
-arrow-schema = { version = "52" }
-arrow-select = { version = "52" }
-arrow-string = { version = "52" }
+arrow-arith = { version = "53" }
+arrow-array = { version = "53" }
+arrow-ord = { version = "53" }
+arrow-schema = { version = "53" }
+arrow-select = { version = "53" }
+arrow-string = { version = "53" }
 async-stream = "0.3.5"
 async-trait = "0.1"
 async-std = "1.12"
@@ -71,7 +71,7 @@ murmur3 = "0.5.2"
 once_cell = "1"
 opendal = "0.49"
 ordered-float = "4"
-parquet = "52"
+parquet = "53"
 paste = "1"
 pilota = "0.11.2"
 pretty_assertions = "1.4"
diff --git a/crates/iceberg/src/arrow/schema.rs b/crates/iceberg/src/arrow/schema.rs
index 2ff43e0f0..20d352df8 100644
--- a/crates/iceberg/src/arrow/schema.rs
+++ b/crates/iceberg/src/arrow/schema.rs
@@ -655,43 +655,57 @@ pub(crate) fn get_arrow_datum(datum: &Datum) -> Result<Box<dyn ArrowDatum + Send
 }
 
 macro_rules! get_parquet_stat_as_datum {
-    ($limit_type:ident) => {
+    ($limit_type:tt) => {
         paste::paste! {
         /// Gets the $limit_type value from a parquet Statistics struct, as a Datum
         pub(crate) fn [<get_parquet_stat_ $limit_type _as_datum>](
             primitive_type: &PrimitiveType, stats: &Statistics
         ) -> Result<Option<Datum>> {
-            Ok(Some(match (primitive_type, stats) {
-                (PrimitiveType::Boolean, Statistics::Boolean(stats)) => Datum::bool(*stats.$limit_type()),
-                (PrimitiveType::Int, Statistics::Int32(stats)) => Datum::int(*stats.$limit_type()),
-                (PrimitiveType::Date, Statistics::Int32(stats)) => Datum::date(*stats.$limit_type()),
-                (PrimitiveType::Long, Statistics::Int64(stats)) => Datum::long(*stats.$limit_type()),
-                (PrimitiveType::Time, Statistics::Int64(stats)) => Datum::time_micros(*stats.$limit_type())?,
+            Ok(match (primitive_type, stats) {
+                (PrimitiveType::Boolean, Statistics::Boolean(stats)) => stats.[<$limit_type _opt>]().map(|val|Datum::bool(*val)),
+                (PrimitiveType::Int, Statistics::Int32(stats)) => stats.[<$limit_type _opt>]().map(|val|Datum::int(*val)),
+                (PrimitiveType::Date, Statistics::Int32(stats)) => stats.[<$limit_type _opt>]().map(|val|Datum::date(*val)),
+                (PrimitiveType::Long, Statistics::Int64(stats)) => stats.[<$limit_type _opt>]().map(|val|Datum::long(*val)),
+                (PrimitiveType::Time, Statistics::Int64(stats)) => {
+                    let Some(val) = stats.[<$limit_type _opt>]() else {
+                        return Ok(None);
+                    };
+
+                    Some(Datum::time_micros(*val)?)
+                }
                 (PrimitiveType::Timestamp, Statistics::Int64(stats)) => {
-                    Datum::timestamp_micros(*stats.$limit_type())
+                    stats.[<$limit_type _opt>]().map(|val|Datum::timestamp_micros(*val))
                 }
                 (PrimitiveType::Timestamptz, Statistics::Int64(stats)) => {
-                    Datum::timestamptz_micros(*stats.$limit_type())
+                    stats.[<$limit_type _opt>]().map(|val|Datum::timestamptz_micros(*val))
                 }
                 (PrimitiveType::TimestampNs, Statistics::Int64(stats)) => {
-                    Datum::timestamp_nanos(*stats.$limit_type())
+                    stats.[<$limit_type _opt>]().map(|val|Datum::timestamp_nanos(*val))
                 }
                 (PrimitiveType::TimestamptzNs, Statistics::Int64(stats)) => {
-                    Datum::timestamptz_nanos(*stats.$limit_type())
+                    stats.[<$limit_type _opt>]().map(|val|Datum::timestamptz_nanos(*val))
                 }
-                (PrimitiveType::Float, Statistics::Float(stats)) => Datum::float(*stats.$limit_type()),
-                (PrimitiveType::Double, Statistics::Double(stats)) => Datum::double(*stats.$limit_type()),
+                (PrimitiveType::Float, Statistics::Float(stats)) => stats.[<$limit_type _opt>]().map(|val|Datum::float(*val)),
+                (PrimitiveType::Double, Statistics::Double(stats)) => stats.[<$limit_type _opt>]().map(|val|Datum::double(*val)),
                 (PrimitiveType::String, Statistics::ByteArray(stats)) => {
-                    Datum::string(stats.$limit_type().as_utf8()?)
+                    let Some(val) = stats.[<$limit_type _opt>]() else {
+                        return Ok(None);
+                    };
+
+                    Some(Datum::string(val.as_utf8()?))
                 }
                 (PrimitiveType::Decimal {
                     precision: _,
                     scale: _,
                 }, Statistics::ByteArray(stats)) => {
-                    Datum::new(
+                    let Some(bytes) = stats.[<$limit_type _bytes_opt>]() else {
+                        return Ok(None);
+                    };
+
+                    Some(Datum::new(
                         primitive_type.clone(),
-                        PrimitiveLiteral::Int128(i128::from_le_bytes(stats.[<$limit_type _bytes>]().try_into()?)),
-                    )
+                        PrimitiveLiteral::Int128(i128::from_le_bytes(bytes.try_into()?)),
+                    ))
                 }
                 (
                 PrimitiveType::Decimal {
@@ -699,10 +713,12 @@ macro_rules! get_parquet_stat_as_datum {
                     scale: _,
                 },
                 Statistics::Int32(stats)) => {
-                    Datum::new(
-                        primitive_type.clone(),
-                        PrimitiveLiteral::Int128(i128::from(*stats.$limit_type())),
-                    )
+                    stats.[<$limit_type _opt>]().map(|val| {
+                        Datum::new(
+                            primitive_type.clone(),
+                            PrimitiveLiteral::Int128(i128::from(*val)),
+                        )
+                    })
                 }
 
                 (
@@ -712,40 +728,46 @@ macro_rules! get_parquet_stat_as_datum {
                     },
                     Statistics::Int64(stats),
                 ) => {
-                    Datum::new(
-                        primitive_type.clone(),
-                        PrimitiveLiteral::Int128(i128::from(*stats.$limit_type())),
-                    )
+                    stats.[<$limit_type _opt>]().map(|val| {
+                        Datum::new(
+                            primitive_type.clone(),
+                            PrimitiveLiteral::Int128(i128::from(*val)),
+                        )
+                    })
                 }
                 (PrimitiveType::Uuid, Statistics::FixedLenByteArray(stats)) => {
-                    let raw = stats.[<$limit_type _bytes>]();
-                    if raw.len() != 16 {
+                    let Some(bytes) = stats.[<$limit_type _bytes_opt>]() else {
+                        return Ok(None);
+                    };
+                    if bytes.len() != 16 {
                         return Err(Error::new(
                             ErrorKind::Unexpected,
                             "Invalid length of uuid bytes.",
                         ));
                     }
-                    Datum::uuid(Uuid::from_bytes(
-                        raw[..16].try_into().unwrap(),
-                    ))
+                    Some(Datum::uuid(Uuid::from_bytes(
+                        bytes[..16].try_into().unwrap(),
+                    )))
                 }
                 (PrimitiveType::Fixed(len), Statistics::FixedLenByteArray(stat)) => {
-                    let raw = stat.[<$limit_type _bytes>]();
-                    if raw.len() != *len as usize {
+                    let Some(bytes) = stat.[<$limit_type _bytes_opt>]() else {
+                        return Ok(None);
+                    };
+                    if bytes.len() != *len as usize {
                         return Err(Error::new(
                             ErrorKind::Unexpected,
                             "Invalid length of fixed bytes.",
                         ));
                     }
-                    Datum::fixed(raw.to_vec())
+                    Some(Datum::fixed(bytes.to_vec()))
                 }
                 (PrimitiveType::Binary, Statistics::ByteArray(stat)) => {
-                    Datum::binary(stat.[<$limit_type _bytes>]().to_vec())
+                    return Ok(stat.[<$limit_type _bytes_opt>]().map(|bytes|Datum::binary(bytes.to_vec())))
                 }
                 _ => {
                     return Ok(None);
                 }
-            }))
+            })
             }
         }
     }
diff --git a/crates/iceberg/src/expr/visitors/row_group_metrics_evaluator.rs b/crates/iceberg/src/expr/visitors/row_group_metrics_evaluator.rs
index 4bf53d6ee..1886b6062 100644
--- a/crates/iceberg/src/expr/visitors/row_group_metrics_evaluator.rs
+++ b/crates/iceberg/src/expr/visitors/row_group_metrics_evaluator.rs
@@ -81,8 +81,7 @@ impl<'a> RowGroupMetricsEvaluator<'a> {
     }
 
     fn null_count(&self, field_id: i32) -> Option<u64> {
-        self.stats_for_field_id(field_id)
-            .map(|stats| stats.null_count())
+        self.stats_for_field_id(field_id)?.null_count_opt()
     }
 
     fn value_count(&self) -> u64 {
@@ -141,10 +140,6 @@ impl<'a> RowGroupMetricsEvaluator<'a> {
             return Ok(None);
         };
 
-        if !stats.has_min_max_set() {
-            return Ok(None);
-        }
-
         get_parquet_stat_min_as_datum(&primitive_type, stats)
     }
 
@@ -153,10 +148,6 @@ impl<'a> RowGroupMetricsEvaluator<'a> {
             return Ok(None);
         };
 
-        if !stats.has_min_max_set() {
-            return Ok(None);
-        }
-
         get_parquet_stat_max_as_datum(&primitive_type, stats)
     }
 
@@ -593,7 +584,7 @@ mod tests {
         let row_group_metadata = create_row_group_metadata(
             1,
             1,
-            Some(Statistics::float(None, None, None, 1, false)),
+            Some(Statistics::float(None, None, None, Some(1), false)),
             1,
             None,
         )?;
@@ -620,7 +611,7 @@ mod tests {
         let row_group_metadata = create_row_group_metadata(
             1,
             1,
-            Some(Statistics::float(None, None, None, 1, false)),
+            Some(Statistics::float(None, None, None, Some(1), false)),
             1,
             None,
         )?;
@@ -647,7 +638,7 @@ mod tests {
         let row_group_metadata = create_row_group_metadata(
             1,
             1,
-            Some(Statistics::float(None, None, None, 0, false)),
+            Some(Statistics::float(None, None, None, Some(0), false)),
             1,
             None,
         )?;
@@ -674,7 +665,7 @@ mod tests {
         let row_group_metadata = create_row_group_metadata(
             1,
             1,
-            Some(Statistics::float(None, None, None, 0, false)),
+            Some(Statistics::float(None, None, None, Some(0), false)),
             1,
             None,
         )?;
@@ -701,7 +692,7 @@ mod tests {
         let row_group_metadata = create_row_group_metadata(
             1,
             1,
-            Some(Statistics::float(None, None, None, 1, false)),
+            Some(Statistics::float(None, None, None, Some(1), false)),
             1,
             None,
         )?;
@@ -728,7 +719,13 @@ mod tests {
         let row_group_metadata = create_row_group_metadata(
             1,
             1,
-            Some(Statistics::float(Some(0.0), Some(2.0), None, 0, false)),
+            Some(Statistics::float(
+                Some(0.0),
+                Some(2.0),
+                None,
+                Some(0),
+                false,
+            )),
             1,
             None,
         )?;
@@ -755,7 +752,7 @@ mod tests {
         let row_group_metadata = create_row_group_metadata(
             1,
             1,
-            Some(Statistics::float(None, Some(2.0), None, 0, false)),
+            Some(Statistics::float(None, Some(2.0), None, Some(0), false)),
             1,
             None,
         )?;
@@ -782,7 +779,13 @@ mod tests {
         let row_group_metadata = create_row_group_metadata(
             1,
             1,
-            Some(Statistics::float(Some(0.0), Some(0.9), None, 0, false)),
+            Some(Statistics::float(
+                Some(0.0),
+                Some(0.9),
+                None,
+                Some(0),
+                false,
+            )),
             1,
             None,
         )?;
@@ -809,7 +812,13 @@ mod tests {
         let row_group_metadata = create_row_group_metadata(
             1,
             1,
-            Some(Statistics::float(Some(0.0), Some(2.0), None, 0, false)),
+            Some(Statistics::float(
+                Some(0.0),
+                Some(2.0),
+                None,
+                Some(0),
+                false,
+            )),
             1,
             None,
         )?;
@@ -836,7 +845,7 @@ mod tests {
         let row_group_metadata = create_row_group_metadata(
             1,
             1,
-            Some(Statistics::float(None, None, None, 1, false)),
+            Some(Statistics::float(None, None, None, Some(1), false)),
             1,
             None,
         )?;
@@ -863,7 +872,13 @@ mod tests {
         let row_group_metadata = create_row_group_metadata(
             1,
             1,
-            Some(Statistics::float(Some(f32::NAN), Some(2.0), None, 0, false)),
+            Some(Statistics::float(
+                Some(f32::NAN),
+                Some(2.0),
+                None,
+                Some(0),
+                false,
+            )),
             1,
             None,
         )?;
@@ -890,7 +905,13 @@ mod tests {
         let row_group_metadata = create_row_group_metadata(
             1,
             1,
-            Some(Statistics::float(Some(1.5), Some(2.0), None, 0, false)),
+            Some(Statistics::float(
+                Some(1.5),
+                Some(2.0),
+                None,
+                Some(0),
+                false,
+            )),
             1,
             None,
         )?;
@@ -917,7 +938,13 @@ mod tests {
         let row_group_metadata = create_row_group_metadata(
             1,
             1,
-            Some(Statistics::float(Some(0.0), Some(f32::NAN), None, 0, false)),
+            Some(Statistics::float(
+                Some(0.0),
+                Some(f32::NAN),
+                None,
+                Some(0),
+                false,
+            )),
             1,
             None,
         )?;
@@ -944,7 +971,13 @@ mod tests {
         let row_group_metadata = create_row_group_metadata(
             1,
             1,
-            Some(Statistics::float(Some(0.0), Some(0.5), None, 0, false)),
+            Some(Statistics::float(
+                Some(0.0),
+                Some(0.5),
+                None,
+                Some(0),
+                false,
+            )),
             1,
             None,
         )?;
@@ -971,7 +1004,13 @@ mod tests {
         let row_group_metadata = create_row_group_metadata(
             1,
             1,
-            Some(Statistics::float(Some(0.0), Some(2.0), None, 0, false)),
+            Some(Statistics::float(
+                Some(0.0),
+                Some(2.0),
+                None,
+                Some(0),
+                false,
+            )),
             1,
             None,
         )?;
@@ -998,7 +1037,13 @@ mod tests {
         let row_group_metadata = create_row_group_metadata(
             1,
             1,
-            Some(Statistics::float(Some(1.0), Some(1.0), None, 0, false)),
+            Some(Statistics::float(
+                Some(1.0),
+                Some(1.0),
+                None,
+                Some(0),
+                false,
+            )),
             1,
             None,
         )?;
@@ -1027,7 +1072,7 @@ mod tests {
             1,
             None,
             1,
-            Some(Statistics::byte_array(None, None, None, 1, false)),
+            Some(Statistics::byte_array(None, None, None, Some(1), false)),
         )?;
 
         let (iceberg_schema_ref, field_id_map) = build_iceberg_schema_and_field_map()?;
@@ -1054,7 +1099,7 @@ mod tests {
             1,
             None,
             1,
-            Some(Statistics::byte_array(None, None, None, 0, false)),
+            Some(Statistics::byte_array(None, None, None, Some(0), false)),
         )?;
 
         let (iceberg_schema_ref, field_id_map) = build_iceberg_schema_and_field_map()?;
@@ -1086,7 +1131,7 @@ mod tests {
                 Some(ByteArray::from(vec![255u8])),
                 Some(ByteArray::from(vec![32u8])),
                 None,
-                0,
+                Some(0),
                 false,
             )),
         )?;
@@ -1120,7 +1165,7 @@ mod tests {
                 Some(ByteArray::from("ice".as_bytes())),
                 Some(ByteArray::from(vec![255u8])),
                 None,
-                0,
+                Some(0),
                 false,
             )),
         )?;
@@ -1150,7 +1195,7 @@ mod tests {
             None,
             1,
             // Max val of 0xFF is not valid utf8
-            Some(Statistics::byte_array(None, None, None, 1, false)),
+            Some(Statistics::byte_array(None, None, None, Some(1), false)),
         )?;
 
         let (iceberg_schema_ref, field_id_map) = build_iceberg_schema_and_field_map()?;
@@ -1182,7 +1227,7 @@ mod tests {
                 Some(ByteArray::from("id".as_bytes())),
                 Some(ByteArray::from("ie".as_bytes())),
                 None,
-                0,
+                Some(0),
                 false,
             )),
         )?;
@@ -1216,7 +1261,7 @@ mod tests {
                 Some(ByteArray::from("h".as_bytes())),
                 Some(ByteArray::from("ib".as_bytes())),
                 None,
-                0,
+                Some(0),
                 false,
             )),
         )?;
@@ -1250,7 +1295,7 @@ mod tests {
                 Some(ByteArray::from("h".as_bytes())),
                 Some(ByteArray::from("j".as_bytes())),
                 None,
-                0,
+                Some(0),
                 false,
             )),
         )?;
@@ -1279,7 +1324,7 @@ mod tests {
             1,
             None,
             1,
-            Some(Statistics::byte_array(None, None, None, 1, false)),
+            Some(Statistics::byte_array(None, None, None, Some(1), false)),
         )?;
 
         let (iceberg_schema_ref, field_id_map) = build_iceberg_schema_and_field_map()?;
@@ -1311,7 +1356,7 @@ mod tests {
                 Some(ByteArray::from(vec![255u8])),
                 Some(ByteArray::from(vec![32u8])),
                 None,
-                0,
+                Some(0),
                 false,
             )),
         )?;
@@ -1345,7 +1390,7 @@ mod tests {
                 Some(ByteArray::from("iceberg".as_bytes())),
                 Some(ByteArray::from(vec![255u8])),
                 None,
-                0,
+                Some(0),
                 false,
             )),
         )?;
@@ -1379,7 +1424,7 @@ mod tests {
                 None,
                 Some(ByteArray::from("iceberg".as_bytes())),
                 None,
-                0,
+                Some(0),
                 false,
             )),
         )?;
@@ -1413,7 +1458,7 @@ mod tests {
                 Some(ByteArray::from("ice".as_bytes())),
                 Some(ByteArray::from("iceberg".as_bytes())),
                 None,
-                0,
+                Some(0),
                 false,
             )),
         )?;
@@ -1447,7 +1492,7 @@ mod tests {
                 Some(ByteArray::from("iceberg".as_bytes())),
                 None,
                 None,
-                0,
+                Some(0),
                 false,
             )),
         )?;
@@ -1481,7 +1526,7 @@ mod tests {
                 Some(ByteArray::from("iceberg".as_bytes())),
                 Some(ByteArray::from("icy".as_bytes())),
                 None,
-                0,
+                Some(0),
                 false,
             )),
         )?;
@@ -1515,7 +1560,7 @@ mod tests {
                 Some(ByteArray::from("iceberg".as_bytes())),
                 Some(ByteArray::from("iceberg".as_bytes())),
                 None,
-                0,
+                Some(0),
                 false,
             )),
         )?;
@@ -1548,7 +1593,7 @@ mod tests {
                 Some(ByteArray::from("iceberg".as_bytes())),
                 Some(ByteArray::from("iceberg".as_bytes())),
                 None,
-                1,
+                Some(1),
                 false,
             )),
         )?;
@@ -1577,7 +1622,13 @@ mod tests {
         let row_group_metadata = create_row_group_metadata(
             1,
             1,
-            Some(Statistics::float(Some(11.0), Some(12.0), None, 0, false)),
+            Some(Statistics::float(
+                Some(11.0),
+                Some(12.0),
+                None,
+                Some(0),
+                false,
+            )),
             1,
             None,
         )?;
@@ -1606,7 +1657,7 @@ mod tests {
             1,
             None,
             1,
-            Some(Statistics::byte_array(None, None, None, 0, false)),
+            Some(Statistics::byte_array(None, None, None, Some(0), false)),
         )?;
 
         let (iceberg_schema_ref, field_id_map) = build_iceberg_schema_and_field_map()?;
@@ -1633,7 +1684,13 @@ mod tests {
         let row_group_metadata = create_row_group_metadata(
             1,
             1,
-            Some(Statistics::float(Some(f32::NAN), Some(1.0), None, 0, false)),
+            Some(Statistics::float(
+                Some(f32::NAN),
+                Some(1.0),
+                None,
+                Some(0),
+                false,
+            )),
             1,
             None,
         )?;
@@ -1660,7 +1717,7 @@ mod tests {
         let row_group_metadata = create_row_group_metadata(
             1,
             1,
-            Some(Statistics::float(Some(4.0), None, None, 0, false)),
+            Some(Statistics::float(Some(4.0), None, None, Some(0), false)),
             1,
             None,
         )?;
@@ -1687,7 +1744,13 @@ mod tests {
         let row_group_metadata = create_row_group_metadata(
             1,
             1,
-            Some(Statistics::float(Some(0.0), Some(f32::NAN), None, 0, false)),
+            Some(Statistics::float(
+                Some(0.0),
+                Some(f32::NAN),
+                None,
+                Some(0),
+                false,
+            )),
             1,
             None,
         )?;
@@ -1714,7 +1777,13 @@ mod tests {
         let row_group_metadata = create_row_group_metadata(
             1,
             1,
-            Some(Statistics::float(Some(0.0), Some(1.0), None, 0, false)),
+            Some(Statistics::float(
+                Some(0.0),
+                Some(1.0),
+                None,
+                Some(0),
+                false,
+            )),
             1,
             None,
         )?;
@@ -1748,7 +1817,7 @@ mod tests {
                 Some(ByteArray::from("iceberg".as_bytes())),
                 Some(ByteArray::from("iceberg".as_bytes())),
                 None,
-                0,
+                Some(0),
                 false,
             )),
         )?;
@@ -1862,7 +1931,7 @@ mod tests {
             .set_num_rows(num_rows)
             .set_column_metadata(vec![
                 col_1_meta.build()?,
-                // .set_statistics(Statistics::float(None, None, None, 1, false))
+                // .set_statistics(Statistics::float(None, None, None, Some(1), false))
                 col_2_meta.build()?,
             ])
             .build();