diff --git a/parquet/src/arrow/async_reader/mod.rs b/parquet/src/arrow/async_reader/mod.rs
index c749d4deeb16..10d92e8815cf 100644
--- a/parquet/src/arrow/async_reader/mod.rs
+++ b/parquet/src/arrow/async_reader/mod.rs
@@ -77,7 +77,6 @@
 
 use std::collections::VecDeque;
 use std::fmt::Formatter;
-
 use std::io::SeekFrom;
 use std::ops::Range;
 use std::pin::Pin;
@@ -88,7 +87,6 @@ use bytes::{Buf, Bytes};
 use futures::future::{BoxFuture, FutureExt};
 use futures::ready;
 use futures::stream::Stream;
-
 use tokio::io::{AsyncRead, AsyncReadExt, AsyncSeek, AsyncSeekExt};
 
 use arrow_array::RecordBatch;
@@ -102,15 +100,16 @@ use crate::arrow::arrow_reader::{
 };
 use crate::arrow::ProjectionMask;
 
+use crate::bloom_filter::{
+    read_bloom_filter_header_and_length, Sbbf, SBBF_HEADER_SIZE_ESTIMATE,
+};
 use crate::column::page::{PageIterator, PageReader};
-
 use crate::errors::{ParquetError, Result};
 use crate::file::footer::{decode_footer, decode_metadata};
 use crate::file::metadata::{ParquetMetaData, RowGroupMetaData};
 use crate::file::reader::{ChunkReader, Length, SerializedPageReader};
-use crate::format::PageLocation;
-
 use crate::file::FOOTER_SIZE;
+use crate::format::PageLocation;
 
 mod metadata;
 pub use metadata::*;
@@ -302,6 +301,46 @@ impl<T: AsyncFileReader + Send + 'static> ParquetRecordBatchStreamBuilder<T> {
         Self::new_builder(AsyncReader(input), metadata)
     }
 
+    /// Read bloom filter for a column in a row group
+    /// Returns `None` if the column does not have a bloom filter
+    ///
+    /// We should call this function after other forms pruning, such as projection and predicate pushdown.
+    pub async fn get_row_group_column_bloom_filter(
+        &mut self,
+        row_group_idx: usize,
+        column_idx: usize,
+    ) -> Result<Option<Sbbf>> {
+        let metadata = self.metadata.row_group(row_group_idx);
+        let column_metadata = metadata.column(column_idx);
+        let offset: usize = if let Some(offset) = column_metadata.bloom_filter_offset() {
+            offset.try_into().map_err(|_| {
+                ParquetError::General("Bloom filter offset is invalid".to_string())
+            })?
+        } else {
+            return Ok(None);
+        };
+
+        let buffer = self
+            .input
+            .0
+            .get_bytes(offset..offset + SBBF_HEADER_SIZE_ESTIMATE)
+            .await
+            .unwrap();
+        let (header, length) = read_bloom_filter_header_and_length(buffer)?;
+        let (header, bitset_offset) = (header, offset + length as usize);
+
+        // length in bytes
+        let length: usize = header.num_bytes.try_into().map_err(|_| {
+            ParquetError::General("Bloom filter length is invalid".to_string())
+        })?;
+        let bitset = self
+            .input
+            .0
+            .get_bytes(bitset_offset..bitset_offset + length)
+            .await?;
+        Ok(Some(Sbbf::new(&bitset)))
+    }
+
     /// Build a new [`ParquetRecordBatchStream`]
     pub fn build(self) -> Result<ParquetRecordBatchStream<T>> {
         let num_row_groups = self.metadata.row_groups().len();
diff --git a/parquet/src/bloom_filter/mod.rs b/parquet/src/bloom_filter/mod.rs
index a3807eb37011..681abc400974 100644
--- a/parquet/src/bloom_filter/mod.rs
+++ b/parquet/src/bloom_filter/mod.rs
@@ -132,7 +132,7 @@ impl std::ops::IndexMut<usize> for Block {
 #[derive(Debug, Clone)]
 pub struct Sbbf(Vec<Block>);
 
-const SBBF_HEADER_SIZE_ESTIMATE: usize = 20;
+pub(crate) const SBBF_HEADER_SIZE_ESTIMATE: usize = 20;
 
 /// given an initial offset, and a byte buffer, try to read out a bloom filter header and return
 /// both the header and the offset after it (for bitset).
@@ -147,7 +147,7 @@ fn chunk_read_bloom_filter_header_and_offset(
 /// given a [Bytes] buffer, try to read out a bloom filter header and return both the header and
 /// length of the header.
 #[inline]
-fn read_bloom_filter_header_and_length(
+pub(crate) fn read_bloom_filter_header_and_length(
     buffer: Bytes,
 ) -> Result<(BloomFilterHeader, u64), ParquetError> {
     let total_length = buffer.len();
@@ -199,7 +199,7 @@ impl Sbbf {
         Self::new(&bitset)
     }
 
-    fn new(bitset: &[u8]) -> Self {
+    pub(crate) fn new(bitset: &[u8]) -> Self {
         let data = bitset
             .chunks_exact(4 * 8)
             .map(|chunk| {