feat: implement boolean columnar encoding

common_types/src/datum.rs

@@ -1253,6 +1253,13 @@ impl<'a> DatumView<'a> {
         }
     }
 
+    pub fn as_bool(&self) -> Option<bool> {
+        match self {
+            DatumView::Boolean(v) => Some(*v),
+            _ => None,
+        }
+    }
+
     pub fn as_timestamp(&self) -> Option<Timestamp> {
         match self {
             DatumView::Timestamp(v) => Some(*v),

common_types/src/row/bitset.rs

@@ -46,6 +46,19 @@ impl BitSet {
         }
     }
 
+    /// Create a u8 according to a given 8bits array.
+    ///
+    /// The values in the `bits` whose index is greater than 8 will be ignored.
+    pub fn one_byte(bits: &[bool]) -> u8 {
+        let mut v = 0u8;
+        for (idx, set) in bits.iter().take(8).map(|v| *v as u8).enumerate() {
+            let (_, bit_idx) = RoBitSet::compute_byte_bit_index(idx);
+            v |= set << bit_idx
+        }
+
+        v
+    }
+
     /// Initialize a [`BitSet`] with all bits set.
     pub fn all_set(num_bits: usize) -> Self {
         Self {
@@ -228,4 +241,21 @@ mod tests {
         assert!(BitSet::try_from_raw(raw_bytes.clone(), 40).is_some());
         assert!(BitSet::try_from_raw(raw_bytes, 1).is_some());
     }
+
+    #[test]
+    fn test_one_byte() {
+        let bits = [false, false, false, false, false, false];
+        assert_eq!(0, BitSet::one_byte(&bits));
+
+        let bits = [true, false, false, false, false, false];
+        assert_eq!(1, BitSet::one_byte(&bits));
+
+        let bits = [false, false, false, true, false, false, true, true];
+        assert_eq!(128 + 64 + 8, BitSet::one_byte(&bits));
+
+        let bits = [
+            false, false, false, false, false, false, true, true, true, true,
+        ];
+        assert_eq!(128 + 64, BitSet::one_byte(&bits));
+    }
 }

components/codec/src/columnar/bool.rs

@@ -0,0 +1,247 @@
+// Copyright 2023 The CeresDB Authors
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+use bytes_ext::{Buf, BufMut};
+use common_types::row::bitset::{BitSet, RoBitSet};
+use snafu::{ensure, OptionExt};
+
+use super::{
+    DecodeContext, InvalidBooleanValue, InvalidCompression, Result, ValuesDecoder,
+    ValuesDecoderImpl, ValuesEncoder, ValuesEncoderImpl,
+};
+use crate::columnar::{InvalidBitSetBuf, InvalidVersion, NotEnoughBytes};
+
+/// The layout for the boolean columnar encoding:
+/// ```plaintext
+/// +-------------+-----------------+------------+-----------------+
+/// | version(u8) | num_values(u32) | data_block | compression(u8) |
+/// +-------------+-----------------+------------+-----------------+
+/// ```
+/// Notes:
+/// - If the data_block is too long, it will be compressed as bit set.
+/// - The `num_values` field is optional, and it is only needed when compression
+///   is enabled.
+struct Encoding;
+
+/// The compression for [`Encoding`].
+///
+/// It is not allowed to be modified and only allowed to be appended with a new
+/// variant.
+#[derive(Clone, Copy, Default)]
+#[repr(C)]
+enum Compression {
+    #[default]
+    None = 0,
+    BitSet = 1,
+}
+
+impl Encoding {
+    const COMPRESSION_SIZE: usize = 1;
+    /// The overhead for compression is 5B, so it is not good to always enable
+    /// the compression.
+    const COMPRESS_THRESHOLD: usize = 10;
+    const NUM_VALUES_SIZE: usize = 4;
+    const VERSION: u8 = 0;
+    const VERSION_SIZE: usize = 1;
+
+    fn need_compress(num_values: usize) -> bool {
+        num_values > Self::COMPRESS_THRESHOLD
+    }
+
+    fn decode_compression(flag: u8) -> Result<Compression> {
+        let compression = match flag {
+            0 => Compression::None,
+            1 => Compression::BitSet,
+            _ => InvalidCompression { flag }.fail()?,
+        };
+
+        Ok(compression)
+    }
+
+    fn encode<B, I>(&self, buf: &mut B, values: I) -> Result<()>
+    where
+        B: BufMut,
+        I: Iterator<Item = bool> + Clone,
+    {
+        buf.put_u8(Self::VERSION);
+
+        let num_values = values.clone().count();
+        if Self::need_compress(num_values) {
+            Self::encode_with_compression(buf, num_values, values)
+        } else {
+            Self::encode_without_compression(buf, values)
+        }
+    }
+
+    fn estimated_encoded_size<I>(&self, values: I) -> usize
+    where
+        I: Iterator<Item = bool>,
+    {
+        let num_values = values.count();
+        if Self::need_compress(num_values) {
+            BitSet::num_bytes(num_values)
+                + Self::COMPRESSION_SIZE
+                + Self::NUM_VALUES_SIZE
+                + Self::VERSION_SIZE
+        } else {
+            num_values + Self::VERSION_SIZE + Self::COMPRESSION_SIZE
+        }
+    }
+
+    fn decode<B, F>(&self, buf: &mut B, f: F) -> Result<()>
+    where
+        B: Buf,
+        F: FnMut(bool) -> Result<()>,
+    {
+        let buf = buf.chunk();
+        ensure!(
+            buf.len() > Self::VERSION_SIZE + Self::COMPRESSION_SIZE,
+            NotEnoughBytes { len: buf.len() }
+        );
+
+        // Decode the version.
+        let version = buf[0];
+        ensure!(version == Self::VERSION, InvalidVersion { version });
+
+        // Decode the compression.
+        let compression_index = buf.len() - 1;
+        match Self::decode_compression(buf[compression_index])? {
+            Compression::None => Self::decode_without_compression(buf, f)?,
+            Compression::BitSet => Self::decode_with_compression(buf, f)?,
+        }
+
+        Ok(())
+    }
+
+    fn encode_without_compression<B, I>(buf: &mut B, values: I) -> Result<()>
+    where
+        B: BufMut,
+        I: Iterator<Item = bool>,
+    {
+        for v in values {
+            buf.put_u8(v as u8);
+        }
+
+        buf.put_u8(Compression::None as u8);
+
+        Ok(())
+    }
+
+    fn decode_without_compression<F>(buf: &[u8], mut f: F) -> Result<()>
+    where
+        F: FnMut(bool) -> Result<()>,
+    {
+        let data_block_start = Self::VERSION_SIZE;
+        let data_block_end = buf.len() - Self::COMPRESSION_SIZE;
+        let data_block = &buf[data_block_start..data_block_end];
+        for v in data_block {
+            match *v {
+                0 => f(false),
+                1 => f(true),
+                _ => InvalidBooleanValue { value: *v }.fail(),
+            }?
+        }
+
+        Ok(())
+    }
+
+    fn encode_with_compression<B, I>(buf: &mut B, num_values: usize, values: I) -> Result<()>
+    where
+        B: BufMut,
+        I: Iterator<Item = bool>,
+    {
+        buf.put_u32(num_values as u32);
+
+        let mut one_byte_bits = [false; 8];
+        let mut offset = 0;
+        for v in values {
+            one_byte_bits[offset] = v;
+            offset += 1;
+            if offset == 8 {
+                let bit_set = BitSet::one_byte(&one_byte_bits);
+                buf.put_u8(bit_set);
+
+                // Reset the offset and the bits buf.
+                offset = 0;
+                one_byte_bits = [false; 8];
+            }
+        }
+
+        // Put the remaining bits.
+        if offset > 0 {
+            let bit_set = BitSet::one_byte(&one_byte_bits);
+            buf.put_u8(bit_set);
+        }
+
+        buf.put_u8(Compression::BitSet as u8);
+        Ok(())
+    }
+
+    fn decode_with_compression<F>(buf: &[u8], mut f: F) -> Result<()>
+    where
+        F: FnMut(bool) -> Result<()>,
+    {
+        let expected_len = Self::VERSION_SIZE + Self::NUM_VALUES_SIZE + Self::COMPRESSION_SIZE;
+        ensure!(buf.len() >= expected_len, NotEnoughBytes { len: buf.len() });
+
+        let num_values = {
+            let start = buf.len() - Self::COMPRESSION_SIZE - Self::NUM_VALUES_SIZE;
+            let end = buf.len() - Self::COMPRESSION_SIZE;
+            let mut num_buf = &buf[start..end];
+            num_buf.get_u32() as usize
+        };
+
+        let start = Self::VERSION_SIZE;
+        let end = buf.len() - Self::COMPRESSION_SIZE - Self::NUM_VALUES_SIZE;
+        let bit_set_buf = &buf[start..end];
+        let bit_set = RoBitSet::try_new(bit_set_buf, num_values).context(InvalidBitSetBuf)?;
+
+        for i in 0..num_values {
+            if bit_set.is_set(i).context(InvalidBitSetBuf)? {
+                f(true)
+            } else {
+                f(false)
+            }?
+        }
+
+        Ok(())
+    }
+}
+
+impl ValuesEncoder<bool> for ValuesEncoderImpl {
+    fn encode<B, I>(&self, buf: &mut B, values: I) -> Result<()>
+    where
+        B: BufMut,
+        I: Iterator<Item = bool> + Clone,
+    {
+        Encoding.encode(buf, values)
+    }
+
+    fn estimated_encoded_size<I>(&self, values: I) -> usize
+    where
+        I: Iterator<Item = bool>,
+    {
+        Encoding.estimated_encoded_size(values)
+    }
+}
+
+impl ValuesDecoder<bool> for ValuesDecoderImpl {
+    fn decode<B, F>(&self, _ctx: DecodeContext<'_>, buf: &mut B, f: F) -> Result<()>
+    where
+        B: Buf,
+        F: FnMut(bool) -> Result<()>,
+    {
+        Encoding.decode(buf, f)
+    }
+}

components/codec/src/columnar/bytes.rs

@@ -52,18 +52,18 @@ impl Encoding {
         if data_block_len > threshold {
             Compression::Lz4
         } else {
-            Compression::NoCompression
+            Compression::None
         }
     }
 
     fn decode_compression(&self, v: u8) -> Result<Compression> {
-        let version = match v {
-            0 => Compression::NoCompression,
+        let compression = match v {
+            0 => Compression::None,
             1 => Compression::Lz4,
             _ => InvalidCompression { flag: v }.fail()?,
         };
 
-        Ok(version)
+        Ok(compression)
     }
 
     fn encode<'a, B, I>(
@@ -92,7 +92,7 @@ impl Encoding {
         // Encode the `data_block`.
         let compression = Self::decide_compression(data_block_len, data_block_compress_threshold);
         match compression {
-            Compression::NoCompression => {
+            Compression::None => {
                 for v in values {
                     buf.put_slice(v);
                 }
@@ -157,9 +157,7 @@ impl Encoding {
         let data_block = &chunk[length_block_end..length_block_len_offset];
 
         match compression {
-            Compression::NoCompression => {
-                self.decode_without_compression(&mut length_block, data_block, f)
-            }
+            Compression::None => self.decode_without_compression(&mut length_block, data_block, f),
             Compression::Lz4 => self.decode_with_compression(length_block, data_block, ctx.buf, f),
         }
     }
@@ -227,7 +225,7 @@ impl Encoding {
 #[repr(C)]
 enum Compression {
     #[default]
-    NoCompression = 0,
+    None = 0,
     Lz4 = 1,
 }