diff --git a/datafusion/core/src/datasource/physical_plan/parquet/row_groups.rs b/datafusion/core/src/datasource/physical_plan/parquet/row_groups.rs
index a82c5d97a2b79..8df4925fc5667 100644
--- a/datafusion/core/src/datasource/physical_plan/parquet/row_groups.rs
+++ b/datafusion/core/src/datasource/physical_plan/parquet/row_groups.rs
@@ -234,6 +234,10 @@ impl PruningStatistics for BloomFilterStatistics {
                     ScalarValue::Int32(Some(v)) => sbbf.check(v),
                     ScalarValue::Int16(Some(v)) => sbbf.check(v),
                     ScalarValue::Int8(Some(v)) => sbbf.check(v),
+                    ScalarValue::UInt64(Some(v)) => sbbf.check(v),
+                    ScalarValue::UInt32(Some(v)) => sbbf.check(v),
+                    ScalarValue::UInt16(Some(v)) => sbbf.check(v),
+                    ScalarValue::UInt8(Some(v)) => sbbf.check(v),
                     ScalarValue::Decimal128(Some(v), p, s) => match parquet_type {
                         Type::INT32 => {
                             //https://github.com/apache/parquet-format/blob/eb4b31c1d64a01088d02a2f9aefc6c17c54cc6fc/Encodings.md?plain=1#L35-L42
diff --git a/datafusion/core/tests/parquet/mod.rs b/datafusion/core/tests/parquet/mod.rs
index 1da86a0363a59..b4415d638adad 100644
--- a/datafusion/core/tests/parquet/mod.rs
+++ b/datafusion/core/tests/parquet/mod.rs
@@ -66,6 +66,7 @@ enum Scenario {
     Int,
     Int32Range,
     UInt,
+    UInt32Range,
     Float64,
     Decimal,
     DecimalBloomFilterInt32,
@@ -455,6 +456,13 @@ fn make_int32_range(start: i32, end: i32) -> RecordBatch {
     RecordBatch::try_new(schema, vec![array.clone()]).unwrap()
 }
 
+fn make_uint32_range(start: u32, end: u32) -> RecordBatch {
+    let schema = Arc::new(Schema::new(vec![Field::new("u", DataType::UInt32, true)]));
+    let v = vec![start, end];
+    let array = Arc::new(UInt32Array::from(v)) as ArrayRef;
+    RecordBatch::try_new(schema, vec![array.clone()]).unwrap()
+}
+
 /// Return record batch with f64 vector
 ///
 /// Columns are named
@@ -659,6 +667,9 @@ fn create_data_batch(scenario: Scenario) -> Vec<RecordBatch> {
                 make_uint_batches(250, 255),
             ]
         }
+        Scenario::UInt32Range => {
+            vec![make_uint32_range(0, 10), make_uint32_range(200000, 300000)]
+        }
         Scenario::Float64 => {
             vec![
                 make_f64_batch(vec![-5.0, -4.0, -3.0, -2.0, -1.0]),
diff --git a/datafusion/core/tests/parquet/row_group_pruning.rs b/datafusion/core/tests/parquet/row_group_pruning.rs
index b70102f78a96d..b7b434d1c3d3b 100644
--- a/datafusion/core/tests/parquet/row_group_pruning.rs
+++ b/datafusion/core/tests/parquet/row_group_pruning.rs
@@ -339,7 +339,7 @@ macro_rules! int_tests {
             async fn [<prune_int $bits _scalar_fun_and_eq >]() {
                 RowGroupPruningTest::new()
                     .with_scenario(Scenario::Int)
-                    .with_query(&format!("SELECT * FROM t where i{} = 1", $bits))
+                    .with_query(&format!("SELECT * FROM t where abs(i{}) = 1 and i{} = 1", $bits, $bits))
                     .with_expected_errors(Some(0))
                     .with_matched_by_stats(Some(1))
                     .with_pruned_by_stats(Some(3))
@@ -452,6 +452,144 @@ int_tests!(16, correct_bloom_filters: false);
 int_tests!(32, correct_bloom_filters: true);
 int_tests!(64, correct_bloom_filters: true);
 
+// $bits: number of bits of the integer to test (8, 16, 32, 64)
+// $correct_bloom_filters: if false, replicates the
+// https://github.com/apache/arrow-datafusion/issues/9779 bug so that tests pass
+// if and only if Bloom filters on UInt8 and UInt16 columns are still buggy.
+macro_rules! uint_tests {
+    ($bits:expr, correct_bloom_filters: $correct_bloom_filters:expr) => {
+        paste::item! {
+            #[tokio::test]
+            async fn [<prune_uint $bits _lt >]() {
+                RowGroupPruningTest::new()
+                    .with_scenario(Scenario::UInt)
+                    .with_query(&format!("SELECT * FROM t where u{} < 6", $bits))
+                    .with_expected_errors(Some(0))
+                    .with_matched_by_stats(Some(3))
+                    .with_pruned_by_stats(Some(1))
+                    .with_matched_by_bloom_filter(Some(0))
+                    .with_pruned_by_bloom_filter(Some(0))
+                    .with_expected_rows(11)
+                    .test_row_group_prune()
+                    .await;
+            }
+
+            #[tokio::test]
+            async fn [<prune_uint $bits _eq >]() {
+                RowGroupPruningTest::new()
+                    .with_scenario(Scenario::UInt)
+                    .with_query(&format!("SELECT * FROM t where u{} = 6", $bits))
+                    .with_expected_errors(Some(0))
+                    .with_matched_by_stats(Some(1))
+                    .with_pruned_by_stats(Some(3))
+                    .with_matched_by_bloom_filter(Some(if $correct_bloom_filters { 1 } else { 0 }))
+                    .with_pruned_by_bloom_filter(Some(if $correct_bloom_filters { 0 } else { 1 }))
+                    .with_expected_rows(if $correct_bloom_filters { 1 } else { 0 })
+                    .test_row_group_prune()
+                    .await;
+            }
+            #[tokio::test]
+            async fn [<prune_uint $bits _scalar_fun_and_eq >]() {
+                RowGroupPruningTest::new()
+                    .with_scenario(Scenario::UInt)
+                    .with_query(&format!("SELECT * FROM t where power(u{}, 2) = 36 and u{} = 6", $bits, $bits))
+                    .with_expected_errors(Some(0))
+                    .with_matched_by_stats(Some(1))
+                    .with_pruned_by_stats(Some(3))
+                    .with_matched_by_bloom_filter(Some(if $correct_bloom_filters { 1 } else { 0 }))
+                    .with_pruned_by_bloom_filter(Some(if $correct_bloom_filters { 0 } else { 1 }))
+                    .with_expected_rows(if $correct_bloom_filters { 1 } else { 0 })
+                    .test_row_group_prune()
+                    .await;
+            }
+
+            #[tokio::test]
+            async fn [<prune_uint $bits _scalar_fun >]() {
+                RowGroupPruningTest::new()
+                    .with_scenario(Scenario::UInt)
+                    .with_query(&format!("SELECT * FROM t where power(u{}, 2) = 25", $bits))
+                    .with_expected_errors(Some(0))
+                    .with_matched_by_stats(Some(0))
+                    .with_pruned_by_stats(Some(0))
+                    .with_matched_by_bloom_filter(Some(0))
+                    .with_pruned_by_bloom_filter(Some(0))
+                    .with_expected_rows(2)
+                    .test_row_group_prune()
+                    .await;
+            }
+
+            #[tokio::test]
+            async fn [<prune_uint $bits _complex_expr >]() {
+                RowGroupPruningTest::new()
+                    .with_scenario(Scenario::UInt)
+                    .with_query(&format!("SELECT * FROM t where u{}+1 = 6", $bits))
+                    .with_expected_errors(Some(0))
+                    .with_matched_by_stats(Some(0))
+                    .with_pruned_by_stats(Some(0))
+                    .with_matched_by_bloom_filter(Some(0))
+                    .with_pruned_by_bloom_filter(Some(0))
+                    .with_expected_rows(2)
+                    .test_row_group_prune()
+                    .await;
+            }
+
+            #[tokio::test]
+            async fn [<prune_uint $bits _eq_in_list >]() {
+                // result of sql "SELECT * FROM t where in (1)"
+                RowGroupPruningTest::new()
+                    .with_scenario(Scenario::UInt)
+                    .with_query(&format!("SELECT * FROM t where u{} in (6)", $bits))
+                    .with_expected_errors(Some(0))
+                    .with_matched_by_stats(Some(1))
+                    .with_pruned_by_stats(Some(3))
+                    .with_matched_by_bloom_filter(Some(if $correct_bloom_filters { 1 } else { 0 }))
+                    .with_pruned_by_bloom_filter(Some(if $correct_bloom_filters { 0 } else { 1 }))
+                    .with_expected_rows(if $correct_bloom_filters { 1 } else { 0 })
+                    .test_row_group_prune()
+                    .await;
+            }
+
+            #[tokio::test]
+            async fn [<prune_uint $bits _eq_in_list_2 >]() {
+                // result of sql "SELECT * FROM t where in (1000)", prune all
+                // test whether statistics works
+                RowGroupPruningTest::new()
+                    .with_scenario(Scenario::UInt)
+                    .with_query(&format!("SELECT * FROM t where u{} in (100)", $bits))
+                    .with_expected_errors(Some(0))
+                    .with_matched_by_stats(Some(0))
+                    .with_pruned_by_stats(Some(4))
+                    .with_matched_by_bloom_filter(Some(0))
+                    .with_pruned_by_bloom_filter(Some(0))
+                    .with_expected_rows(0)
+                    .test_row_group_prune()
+                    .await;
+            }
+
+            #[tokio::test]
+            async fn [<prune_uint $bits _eq_in_list_negated >]() {
+                // result of sql "SELECT * FROM t where not in (1)" prune nothing
+                RowGroupPruningTest::new()
+                    .with_scenario(Scenario::UInt)
+                    .with_query(&format!("SELECT * FROM t where u{} not in (6)", $bits))
+                    .with_expected_errors(Some(0))
+                    .with_matched_by_stats(Some(4))
+                    .with_pruned_by_stats(Some(0))
+                    .with_matched_by_bloom_filter(Some(4))
+                    .with_pruned_by_bloom_filter(Some(0))
+                    .with_expected_rows(19)
+                    .test_row_group_prune()
+                    .await;
+            }
+        }
+    };
+}
+
+uint_tests!(8, correct_bloom_filters: false);
+uint_tests!(16, correct_bloom_filters: false);
+uint_tests!(32, correct_bloom_filters: true);
+uint_tests!(64, correct_bloom_filters: true);
+
 #[tokio::test]
 async fn prune_int32_eq_large_in_list() {
     // result of sql "SELECT * FROM t where i in (2050...2582)", prune all
@@ -474,6 +612,28 @@ async fn prune_int32_eq_large_in_list() {
         .await;
 }
 
+#[tokio::test]
+async fn prune_uint32_eq_large_in_list() {
+    // result of sql "SELECT * FROM t where i in (2050...2582)", prune all
+    RowGroupPruningTest::new()
+        .with_scenario(Scenario::UInt32Range)
+        .with_query(
+            format!(
+                "SELECT * FROM t where u in ({})",
+                (200050..200082).join(",")
+            )
+            .as_str(),
+        )
+        .with_expected_errors(Some(0))
+        .with_matched_by_stats(Some(1))
+        .with_pruned_by_stats(Some(0))
+        .with_matched_by_bloom_filter(Some(0))
+        .with_pruned_by_bloom_filter(Some(1))
+        .with_expected_rows(0)
+        .test_row_group_prune()
+        .await;
+}
+
 #[tokio::test]
 async fn prune_f64_lt() {
     RowGroupPruningTest::new()
