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// ============================================================================
// Reverse Scan - Reverse iteration for DESC ORDER BY optimization
// ============================================================================
//
// This module provides reverse iteration methods for BTreeMap indexes to
// efficiently support `ORDER BY col DESC LIMIT N` queries.
//
// Instead of fetching all matching rows and reversing the vector, these methods
// iterate through the index in descending key order, allowing early termination
// when combined with LIMIT pushdown.
use std::ops::Bound;
use vibesql_types::SqlValue;
use super::{
index_metadata::{acquire_btree_lock, IndexData},
range_bounds::try_increment_sqlvalue,
value_normalization::normalize_for_comparison,
};
/// Helper to compute the exclusive upper bound for a prefix scan
fn compute_prefix_upper_bound(prefix: &[SqlValue]) -> Option<Vec<SqlValue>> {
if prefix.is_empty() {
return None;
}
let mut upper_bound = prefix.to_vec();
let last_idx = upper_bound.len() - 1;
match try_increment_sqlvalue(&upper_bound[last_idx]) {
Some(incremented) => {
upper_bound[last_idx] = incremented;
Some(upper_bound)
}
None => None,
}
}
impl IndexData {
/// Lookup rows matching a multi-column prefix in reverse (descending) order
///
/// This is the reverse counterpart of `prefix_scan()`. It returns rows in
/// descending key order, which is essential for efficiently handling
/// `ORDER BY col DESC LIMIT N` queries.
///
/// # Arguments
/// * `prefix` - Prefix values for the first N index columns
///
/// # Returns
/// Vector of row indices matching the prefix, in descending key order
///
/// # Performance
/// For InMemory indexes, uses BTreeMap's efficient `range().rev()` for O(log n + k)
/// complexity. For DiskBacked indexes, falls back to forward scan + reverse (less
/// optimal but correct).
///
/// # Example
/// ```text
/// // Index on (w_id, d_id, o_id) - 3 columns
/// // Find all rows where w_id=1 AND d_id=5 in DESCENDING o_id order
/// let rows = index_data.prefix_scan_reverse(&[SqlValue::Integer(1), SqlValue::Integer(5)]);
/// // rows[0] has the highest o_id, rows[last] has the lowest
/// ```
pub fn prefix_scan_reverse(&self, prefix: &[SqlValue]) -> Vec<usize> {
// Normalize prefix values for consistent comparison
let normalized_prefix: Vec<SqlValue> =
prefix.iter().map(normalize_for_comparison).collect();
match self {
IndexData::InMemory { data } => {
// Handle empty prefix - return all rows in reverse order
if normalized_prefix.is_empty() {
let mut all_rows: Vec<usize> = Vec::new();
for row_indices in data.values().rev() {
all_rows.extend(row_indices.iter().rev());
}
return all_rows;
}
// Calculate upper bound by incrementing the last element of the prefix
let end_key = compute_prefix_upper_bound(&normalized_prefix);
let start_bound: Bound<&[SqlValue]> = Bound::Included(normalized_prefix.as_slice());
let end_bound: Bound<&[SqlValue]> = match end_key.as_ref() {
Some(key) => Bound::Excluded(key.as_slice()),
None => Bound::Unbounded,
};
let mut matching_row_indices = Vec::new();
// Use .rev() to iterate in descending order
for (key_values, row_indices) in
data.range::<[SqlValue], _>((start_bound, end_bound)).rev()
{
// Double-check prefix match (needed for Unbounded end bound case)
if key_values.len() >= normalized_prefix.len()
&& key_values[..normalized_prefix.len()] == normalized_prefix[..]
{
// Also reverse the row_indices within each key for full DESC order
matching_row_indices.extend(row_indices.iter().rev());
}
}
matching_row_indices
}
IndexData::DiskBacked { btree, .. } => {
// Use the efficient range_scan_reverse with prev_leaf pointers
let (start_key, end_key) = if normalized_prefix.is_empty() {
(None, None)
} else {
(
Some(normalized_prefix.clone()),
compute_prefix_upper_bound(&normalized_prefix),
)
};
match acquire_btree_lock(btree) {
Ok(guard) => {
guard
.range_scan_reverse(
start_key.as_ref(),
end_key.as_ref(),
true, // Inclusive start
false, // Exclusive end
)
.unwrap_or_else(|_| vec![])
}
Err(e) => {
log::warn!(
"BTreeIndex lock acquisition failed in prefix_scan_reverse: {}",
e
);
vec![]
}
}
}
IndexData::IVFFlat { .. } => {
// IVFFlat indexes don't support reverse scans - use search() method instead
vec![]
}
IndexData::Hnsw { .. } => {
// HNSW indexes don't support reverse scans - use search() method instead
vec![]
}
}
}
/// Lookup rows matching a multi-column prefix in reverse order with a limit
///
/// This method combines reverse iteration with early termination, making it
/// highly efficient for `ORDER BY col DESC LIMIT N` queries.
///
/// # Arguments
/// * `prefix` - Prefix values for the first N index columns
/// * `limit` - Maximum number of rows to return
///
/// # Returns
/// Vector of up to `limit` row indices matching the prefix, in descending key order
///
/// # Performance
/// For InMemory indexes, this is O(log n + limit) instead of O(log n + k) where k
/// is total matching rows. For queries like `ORDER BY o_id DESC LIMIT 1`, this
/// returns after finding just the first (highest) matching key.
///
/// # Example
/// ```text
/// // Find the most recent order for customer (w_id=1, d_id=2, c_id=3)
/// // Index on (o_w_id, o_d_id, o_c_id, o_id) - composite index
/// let rows = index_data.prefix_scan_reverse_limit(
/// &[SqlValue::Integer(1), SqlValue::Integer(2), SqlValue::Integer(3)],
/// 1 // Only need the first (highest o_id)
/// );
/// ```
pub fn prefix_scan_reverse_limit(&self, prefix: &[SqlValue], limit: usize) -> Vec<usize> {
if limit == 0 {
return vec![];
}
// Normalize prefix values for consistent comparison
let normalized_prefix: Vec<SqlValue> =
prefix.iter().map(normalize_for_comparison).collect();
match self {
IndexData::InMemory { data } => {
// Handle empty prefix - take last `limit` rows from entire index
if normalized_prefix.is_empty() {
let mut result = Vec::with_capacity(limit);
for row_indices in data.values().rev() {
for &row_idx in row_indices.iter().rev() {
result.push(row_idx);
if result.len() >= limit {
return result;
}
}
}
return result;
}
let end_key = compute_prefix_upper_bound(&normalized_prefix);
let start_bound: Bound<&[SqlValue]> = Bound::Included(normalized_prefix.as_slice());
let end_bound: Bound<&[SqlValue]> = match end_key.as_ref() {
Some(key) => Bound::Excluded(key.as_slice()),
None => Bound::Unbounded,
};
let mut matching_row_indices = Vec::with_capacity(limit);
// Iterate in reverse with early termination
for (key_values, row_indices) in
data.range::<[SqlValue], _>((start_bound, end_bound)).rev()
{
if key_values.len() >= normalized_prefix.len()
&& key_values[..normalized_prefix.len()] == normalized_prefix[..]
{
// Reverse row_indices and take only what we need
for &row_idx in row_indices.iter().rev() {
matching_row_indices.push(row_idx);
if matching_row_indices.len() >= limit {
return matching_row_indices;
}
}
}
}
matching_row_indices
}
IndexData::DiskBacked { btree, .. } => {
// Use the efficient range_scan_reverse with prev_leaf pointers
let (start_key, end_key) = if normalized_prefix.is_empty() {
(None, None)
} else {
(
Some(normalized_prefix.clone()),
compute_prefix_upper_bound(&normalized_prefix),
)
};
match acquire_btree_lock(btree) {
Ok(guard) => {
let results = guard
.range_scan_reverse(start_key.as_ref(), end_key.as_ref(), true, false)
.unwrap_or_else(|_| vec![]);
// Take first `limit` elements (they have the highest keys in DESC order)
results.into_iter().take(limit).collect()
}
Err(e) => {
log::warn!(
"BTreeIndex lock acquisition failed in prefix_scan_reverse_limit: {}",
e
);
vec![]
}
}
}
IndexData::IVFFlat { .. } => {
// IVFFlat indexes don't support reverse scans with limit - use search() method
// instead
vec![]
}
IndexData::Hnsw { .. } => {
// HNSW indexes don't support reverse scans with limit - use search() method instead
vec![]
}
}
}
}
// ============================================================================
// Unit Tests
// ============================================================================
#[cfg(test)]
mod tests {
use std::collections::BTreeMap;
use super::*;
/// Helper to create an InMemory IndexData with test data
fn create_test_index_data(entries: Vec<(Vec<SqlValue>, Vec<usize>)>) -> IndexData {
let mut data = BTreeMap::new();
for (key, row_indices) in entries {
let normalized_key: Vec<SqlValue> = key.iter().map(normalize_for_comparison).collect();
data.insert(normalized_key, row_indices);
}
IndexData::InMemory { data }
}
// ========================================================================
// prefix_scan_reverse() Tests
// ========================================================================
#[test]
fn test_prefix_scan_reverse_basic() {
// Index on (a, b) - look for rows where a=1 in reverse order
let index = create_test_index_data(vec![
(vec![SqlValue::Integer(1), SqlValue::Integer(10)], vec![0]),
(vec![SqlValue::Integer(1), SqlValue::Integer(20)], vec![1]),
(vec![SqlValue::Integer(1), SqlValue::Integer(30)], vec![2]),
(vec![SqlValue::Integer(2), SqlValue::Integer(10)], vec![3]),
]);
// prefix_scan returns [0, 1, 2] (ascending b order)
let forward = index.prefix_scan(&[SqlValue::Integer(1)]);
assert_eq!(forward, vec![0, 1, 2]);
// prefix_scan_reverse returns [2, 1, 0] (descending b order)
let reverse = index.prefix_scan_reverse(&[SqlValue::Integer(1)]);
assert_eq!(reverse, vec![2, 1, 0]);
}
#[test]
fn test_prefix_scan_reverse_two_column_prefix() {
// Index on (w_id, d_id, o_id) - like TPC-C ORDER table
let index = create_test_index_data(vec![
(vec![SqlValue::Integer(1), SqlValue::Integer(5), SqlValue::Integer(100)], vec![0]),
(vec![SqlValue::Integer(1), SqlValue::Integer(5), SqlValue::Integer(200)], vec![1]),
(vec![SqlValue::Integer(1), SqlValue::Integer(5), SqlValue::Integer(300)], vec![2]),
(vec![SqlValue::Integer(1), SqlValue::Integer(6), SqlValue::Integer(100)], vec![3]),
]);
// Look for w_id=1, d_id=5, expecting o_id in descending order
let reverse = index.prefix_scan_reverse(&[SqlValue::Integer(1), SqlValue::Integer(5)]);
assert_eq!(reverse, vec![2, 1, 0]); // o_id 300, 200, 100
}
#[test]
fn test_prefix_scan_reverse_no_match() {
let index = create_test_index_data(vec![(
vec![SqlValue::Integer(1), SqlValue::Integer(10)],
vec![0],
)]);
let reverse = index.prefix_scan_reverse(&[SqlValue::Integer(999)]);
assert!(reverse.is_empty());
}
#[test]
fn test_prefix_scan_reverse_multiple_rows_per_key() {
// Non-unique index: multiple row indices per key
let index = create_test_index_data(vec![
(vec![SqlValue::Integer(1), SqlValue::Integer(10)], vec![0, 1, 2]),
(vec![SqlValue::Integer(1), SqlValue::Integer(20)], vec![3, 4]),
]);
let reverse = index.prefix_scan_reverse(&[SqlValue::Integer(1)]);
// Key [1,20] reversed: [4, 3], then key [1,10] reversed: [2, 1, 0]
assert_eq!(reverse, vec![4, 3, 2, 1, 0]);
}
// ========================================================================
// prefix_scan_reverse_limit() Tests
// ========================================================================
#[test]
fn test_prefix_scan_reverse_limit_basic() {
let index = create_test_index_data(vec![
(vec![SqlValue::Integer(1), SqlValue::Integer(10)], vec![0]),
(vec![SqlValue::Integer(1), SqlValue::Integer(20)], vec![1]),
(vec![SqlValue::Integer(1), SqlValue::Integer(30)], vec![2]),
(vec![SqlValue::Integer(1), SqlValue::Integer(40)], vec![3]),
(vec![SqlValue::Integer(1), SqlValue::Integer(50)], vec![4]),
]);
// Get only top 2 (highest keys)
let result = index.prefix_scan_reverse_limit(&[SqlValue::Integer(1)], 2);
assert_eq!(result, vec![4, 3]); // o_id 50, 40
}
#[test]
fn test_prefix_scan_reverse_limit_one() {
// Simulates TPC-C Order Status: find highest o_id for customer
let index = create_test_index_data(vec![
(
vec![
SqlValue::Integer(1),
SqlValue::Integer(2),
SqlValue::Integer(3),
SqlValue::Integer(100),
],
vec![0],
),
(
vec![
SqlValue::Integer(1),
SqlValue::Integer(2),
SqlValue::Integer(3),
SqlValue::Integer(101),
],
vec![1],
),
(
vec![
SqlValue::Integer(1),
SqlValue::Integer(2),
SqlValue::Integer(3),
SqlValue::Integer(102),
],
vec![2],
),
]);
// Find most recent order for customer (w_id=1, d_id=2, c_id=3)
let result = index.prefix_scan_reverse_limit(
&[SqlValue::Integer(1), SqlValue::Integer(2), SqlValue::Integer(3)],
1,
);
assert_eq!(result, vec![2]); // o_id 102 (highest)
}
#[test]
fn test_prefix_scan_reverse_limit_exceeds_matches() {
let index = create_test_index_data(vec![
(vec![SqlValue::Integer(1), SqlValue::Integer(10)], vec![0]),
(vec![SqlValue::Integer(1), SqlValue::Integer(20)], vec![1]),
]);
// Request more than available
let result = index.prefix_scan_reverse_limit(&[SqlValue::Integer(1)], 100);
assert_eq!(result, vec![1, 0]); // All matches, in reverse order
}
#[test]
fn test_prefix_scan_reverse_limit_zero() {
let index = create_test_index_data(vec![(
vec![SqlValue::Integer(1), SqlValue::Integer(10)],
vec![0],
)]);
let result = index.prefix_scan_reverse_limit(&[SqlValue::Integer(1)], 0);
assert!(result.is_empty());
}
#[test]
fn test_prefix_scan_reverse_limit_with_duplicates() {
// Non-unique index with limit
let index = create_test_index_data(vec![
(vec![SqlValue::Integer(1), SqlValue::Integer(10)], vec![0, 1]),
(vec![SqlValue::Integer(1), SqlValue::Integer(20)], vec![2, 3, 4]),
]);
// Limit=3: should get [4, 3, 2] from key [1,20]
let result = index.prefix_scan_reverse_limit(&[SqlValue::Integer(1)], 3);
assert_eq!(result, vec![4, 3, 2]);
// Limit=4: should get [4, 3, 2, 1] (all from [1,20] + first from [1,10])
let result = index.prefix_scan_reverse_limit(&[SqlValue::Integer(1)], 4);
assert_eq!(result, vec![4, 3, 2, 1]);
}
#[test]
fn test_prefix_scan_reverse_tpcc_order_status() {
// Realistic TPC-C scenario: ORDER table index on (O_W_ID, O_D_ID, O_C_ID, O_ID)
// Customer has orders with o_id: 2991, 2992, 2993, 2994, 2995
let index = create_test_index_data(vec![
(
vec![
SqlValue::Integer(1), // w_id
SqlValue::Integer(2), // d_id
SqlValue::Integer(42), // c_id
SqlValue::Integer(2991),
],
vec![100],
),
(
vec![
SqlValue::Integer(1),
SqlValue::Integer(2),
SqlValue::Integer(42),
SqlValue::Integer(2992),
],
vec![101],
),
(
vec![
SqlValue::Integer(1),
SqlValue::Integer(2),
SqlValue::Integer(42),
SqlValue::Integer(2993),
],
vec![102],
),
(
vec![
SqlValue::Integer(1),
SqlValue::Integer(2),
SqlValue::Integer(42),
SqlValue::Integer(2994),
],
vec![103],
),
(
vec![
SqlValue::Integer(1),
SqlValue::Integer(2),
SqlValue::Integer(42),
SqlValue::Integer(2995),
],
vec![104],
),
]);
// ORDER STATUS query: find most recent order for customer
let result = index.prefix_scan_reverse_limit(
&[SqlValue::Integer(1), SqlValue::Integer(2), SqlValue::Integer(42)],
1,
);
// Should return row 104 (o_id=2995, the most recent)
assert_eq!(result, vec![104]);
}
}