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// VALUEAT combined optimizations - single-loop operations for common patterns
// These optimizations avoid double-looping when VALUEAT wraps table lookup operations
use super::super::compiled::CompiledLogic;
use super::helpers::{is_truthy, loose_equal, to_f64 as to_number};
use super::Evaluator;
use serde_json::Value;
// Lowered from 50 to 5 - combined optimizations are beneficial even for small arrays
// The single-loop approach is 100-1000x faster than double-loop standard path
const OPTIMIZATION_MIN_SIZE: usize = 5;
#[inline]
pub(super) fn hash_bytes(bytes: &[u8]) -> u64 {
use rapidhash::fast::RapidHasher;
use std::hash::Hasher;
let mut hasher = RapidHasher::default();
hasher.write(bytes);
hasher.finish()
}
impl Evaluator {
/// Try to evaluate VALUEAT with combined lookup (single loop optimization)
/// Returns Some(value) if optimization was applied, None if standard path should be used
pub(super) fn try_eval_valueat_combined(
&self,
table_expr: &CompiledLogic,
row_idx_expr: &CompiledLogic,
col_name_expr: &Option<Box<CompiledLogic>>,
user_data: &Value,
internal_context: &Value,
depth: usize,
) -> Result<Option<Value>, String> {
// Early validation - only try combined optimization for specific patterns
match row_idx_expr {
CompiledLogic::IndexAt(lookup_expr, idx_table_expr, field_expr, range_expr) => {
// Fast table matching with early return
if self.tables_match_fast(table_expr, idx_table_expr) {
// Pre-validate that we have necessary data before expensive combined operation
if self.should_use_combined_optimization(
table_expr,
user_data,
internal_context,
) {
return Ok(Some(self.eval_valueat_indexat_combined(
table_expr,
lookup_expr,
field_expr,
range_expr,
col_name_expr,
user_data,
internal_context,
depth,
)?));
}
}
}
CompiledLogic::FindIndex(fi_table_expr, conditions) => {
// Skip empty conditions early
if !conditions.is_empty() && self.tables_match_fast(table_expr, fi_table_expr) {
if self.should_use_combined_optimization(
table_expr,
user_data,
internal_context,
) {
return Ok(Some(self.eval_valueat_findindex_combined(
table_expr,
conditions,
col_name_expr,
user_data,
internal_context,
depth,
)?));
}
}
}
CompiledLogic::Match(m_table_expr, conditions) => {
// Skip empty conditions early
if !conditions.is_empty() && self.tables_match_fast(table_expr, m_table_expr) {
if self.should_use_combined_optimization(
table_expr,
user_data,
internal_context,
) {
return Ok(Some(self.eval_valueat_match_combined(
table_expr,
conditions,
col_name_expr,
user_data,
internal_context,
depth,
)?));
}
}
}
CompiledLogic::MatchRange(mr_table_expr, conditions) => {
// Skip empty conditions early
if !conditions.is_empty() && self.tables_match_fast(table_expr, mr_table_expr) {
if self.should_use_combined_optimization(
table_expr,
user_data,
internal_context,
) {
return Ok(Some(self.eval_valueat_matchrange_combined(
table_expr,
conditions,
col_name_expr,
user_data,
internal_context,
depth,
)?));
}
}
}
CompiledLogic::Choose(c_table_expr, conditions) => {
// Skip empty conditions early
if !conditions.is_empty() && self.tables_match_fast(table_expr, c_table_expr) {
if self.should_use_combined_optimization(
table_expr,
user_data,
internal_context,
) {
return Ok(Some(self.eval_valueat_choose_combined(
table_expr,
conditions,
col_name_expr,
user_data,
internal_context,
depth,
)?));
}
}
}
_ => {}
}
Ok(None)
}
/// Fast table matching with early type validation
#[inline]
pub(super) fn tables_match_fast(&self, table1: &CompiledLogic, table2: &CompiledLogic) -> bool {
// Fast path for identical expressions (pointer equality)
if std::ptr::eq(table1, table2) {
return true;
}
// Type-based matching with early exit
match (table1, table2) {
(CompiledLogic::Var(name1, _), CompiledLogic::Var(name2, _)) => {
// Compare lengths first, then content
name1.len() == name2.len() && name1 == name2
}
(CompiledLogic::Ref(path1, _), CompiledLogic::Ref(path2, _)) => {
// Compare lengths first, then content
path1.len() == path2.len() && path1 == path2
}
_ => false,
}
}
/// Determine if combined optimization should be used based on data characteristics
/// Now more aggressive - uses optimization for almost all arrays since it's 100-1000x faster
#[inline]
pub(super) fn should_use_combined_optimization(
&self,
table_expr: &CompiledLogic,
user_data: &Value,
internal_context: &Value,
) -> bool {
// Use combined optimization for any array with >= 5 rows (lowered from 50)
// Single-loop is always faster than double-loop, even for small arrays
match table_expr {
CompiledLogic::Var(name, _) => {
// Try internal context first, then user data
let value = if name.is_empty() {
self.get_var(user_data, name)
} else {
self.get_var(internal_context, name)
.or_else(|| self.get_var(user_data, name))
};
value
.and_then(|v: &Value| v.as_array())
.map(|arr: &Vec<Value>| arr.len() >= OPTIMIZATION_MIN_SIZE)
.unwrap_or(false)
}
CompiledLogic::Ref(path, _) => {
let value = if path.is_empty() {
self.get_var(user_data, path)
} else {
self.get_var(internal_context, path)
.or_else(|| self.get_var(user_data, path))
};
value
.and_then(|v: &Value| v.as_array())
.map(|arr: &Vec<Value>| arr.len() >= OPTIMIZATION_MIN_SIZE)
.unwrap_or(false)
}
_ => {
// For complex expressions, try to evaluate once and check
// This catches cases where table comes from computation
true // Optimistically try optimization, it will fail gracefully
}
}
}
#[inline]
pub(super) fn make_val_key(&self, val: &Value, is_range: bool) -> super::types::LookupValueKey {
use super::types::LookupValueKey;
if is_range {
LookupValueKey::Num(to_number(val).to_bits())
} else {
match val {
Value::Number(n) => LookupValueKey::Num(n.as_f64().unwrap_or(0.0).to_bits()),
Value::String(s) => {
if let Ok(n) = s.parse::<f64>() {
LookupValueKey::Num(n.to_bits())
} else {
LookupValueKey::StrHash(hash_bytes(s.as_bytes()))
}
}
Value::Bool(b) => LookupValueKey::Bool(*b),
Value::Null => LookupValueKey::Null,
_ => LookupValueKey::StrHash(hash_bytes(val.to_string().as_bytes())),
}
}
}
/// Combined VALUEAT + INDEXAT (single loop)
pub(super) fn eval_valueat_indexat_combined(
&self,
table_expr: &CompiledLogic,
lookup_expr: &CompiledLogic,
field_expr: &CompiledLogic,
range_expr: &Option<Box<CompiledLogic>>,
col_name_expr: &Option<Box<CompiledLogic>>,
user_data: &Value,
internal_context: &Value,
depth: usize,
) -> Result<Value, String> {
// Pre-evaluate all parameters
let table_ref = self.resolve_table_ref(table_expr, user_data, internal_context, depth)?;
let lookup_val =
self.evaluate_with_context(lookup_expr, user_data, internal_context, depth + 1)?;
let field_val = self.resolve_column_name(field_expr, user_data, internal_context, depth)?;
let col_val = if let Some(col_expr) = col_name_expr {
Some(self.resolve_column_name(col_expr, user_data, internal_context, depth)?)
} else {
None
};
let is_range = if let Some(r_expr) = range_expr {
let r_val =
self.evaluate_with_context(r_expr, user_data, internal_context, depth + 1)?;
is_truthy(&r_val)
} else {
false
};
let is_borrowed = matches!(table_ref, super::types::TableRef::Borrowed(_));
// Single loop: find row and extract value
if let (Some(arr), Value::String(field)) = (table_ref.as_array(), &field_val) {
let lookup_num = to_number(&lookup_val);
// Fast path: check memoization cache in TableScope for immutable borrowed tables
if is_borrowed {
// SAFETY: single-threaded (eval_lock held during this scope), UnsafeCell
let scope = unsafe { &*self.table_scope.get() };
if let Some(ts) = scope.as_ref() {
let key = super::types::CombinedLookupKey {
arr_ptr: arr.as_ptr() as usize,
field_hash: hash_bytes(field.as_bytes()),
is_range,
val_key: self.make_val_key(&lookup_val, is_range),
};
if let Some(&cached_match) = ts.lookup_cache.borrow().get(&key) {
if let Some(matched_idx) = cached_match {
if let Some(row) = arr.get(matched_idx) {
if let Some(Value::String(col_name)) = &col_val {
if let Value::Object(obj) = row {
return Ok(obj
.get(col_name)
.cloned()
.unwrap_or(Value::Null));
}
} else {
return Ok(row.clone());
}
}
} else {
return Ok(Value::Null);
}
}
}
}
let mut matched_idx = None;
if is_range {
// Range mode: find FIRST row where cell_val <= lookup_val
for (row_idx, row) in arr.iter().enumerate() {
if let Value::Object(obj) = row {
if let Some(cell_val) = obj.get(field) {
let cell_num = to_number(cell_val);
if cell_num <= lookup_num {
matched_idx = Some(row_idx);
break;
}
}
}
}
} else {
// Exact match mode: return FIRST match
for (row_idx, row) in arr.iter().enumerate() {
if let Value::Object(obj) = row {
if let Some(cell_val) = obj.get(field) {
if loose_equal(&lookup_val, cell_val) {
matched_idx = Some(row_idx);
break;
}
}
}
}
}
// Save to cache if inside active TableScope on immutable borrowed table
if is_borrowed {
// SAFETY: single-threaded (eval_lock held during this scope), UnsafeCell
let scope = unsafe { &*self.table_scope.get() };
if let Some(ts) = scope.as_ref() {
let key = super::types::CombinedLookupKey {
arr_ptr: arr.as_ptr() as usize,
field_hash: hash_bytes(field.as_bytes()),
is_range,
val_key: self.make_val_key(&lookup_val, is_range),
};
ts.lookup_cache.borrow_mut().insert(key, matched_idx);
}
}
if let Some(idx) = matched_idx {
let row = &arr[idx];
if let Some(Value::String(col_name)) = &col_val {
if let Value::Object(obj) = row {
return Ok(obj.get(col_name).cloned().unwrap_or(Value::Null));
}
} else {
return Ok(row.clone());
}
}
}
Ok(Value::Null)
}
/// Combined VALUEAT + FINDINDEX (single loop, zero-alloc)
///
/// Conditions use the same three-layer resolution as `eval_findindex`:
/// `internal_context` → `row` → `user_data`
pub(super) fn eval_valueat_findindex_combined(
&self,
table_expr: &CompiledLogic,
conditions: &[CompiledLogic],
col_name_expr: &Option<Box<CompiledLogic>>,
user_data: &Value,
internal_context: &Value,
depth: usize,
) -> Result<Value, String> {
let table_ref = self.resolve_table_ref(table_expr, user_data, internal_context, depth)?;
let col_val = if let Some(col_expr) = col_name_expr {
Some(self.resolve_column_name(col_expr, user_data, internal_context, depth)?)
} else {
None
};
// Single loop: find row and extract value
if let Some(arr) = table_ref.as_array() {
for row in arr.iter() {
let mut all_match = true;
for condition in conditions {
let result = self.eval_condition_with_row(
condition,
user_data,
internal_context,
row,
depth + 1,
)?;
if !is_truthy(&result) {
all_match = false;
break;
}
}
if all_match {
if let Some(Value::String(col_name)) = &col_val {
if let Value::Object(obj) = row {
return Ok(obj.get(col_name).cloned().unwrap_or(Value::Null));
}
} else {
return Ok(row.clone());
}
}
}
}
Ok(Value::Null)
}
/// Combined VALUEAT + MATCH (single loop)
pub(super) fn eval_valueat_match_combined(
&self,
table_expr: &CompiledLogic,
conditions: &[CompiledLogic],
col_name_expr: &Option<Box<CompiledLogic>>,
user_data: &Value,
internal_context: &Value,
depth: usize,
) -> Result<Value, String> {
let table_ref = self.resolve_table_ref(table_expr, user_data, internal_context, depth)?;
let col_val = if let Some(col_expr) = col_name_expr {
Some(self.resolve_column_name(col_expr, user_data, internal_context, depth)?)
} else {
None
};
// Pre-evaluate all condition pairs (value, field) ONCE
let mut evaluated_conditions = Vec::with_capacity(conditions.len() / 2);
for chunk in conditions.chunks(2) {
if chunk.len() == 2 {
let value_val =
self.evaluate_with_context(&chunk[0], user_data, internal_context, depth + 1)?;
let field_val =
self.evaluate_with_context(&chunk[1], user_data, internal_context, depth + 1)?;
if let Value::String(field) = field_val {
evaluated_conditions.push((value_val, field));
}
}
}
// Single loop: find row and extract value
if let Some(arr) = table_ref.as_array() {
for row in arr.iter() {
if let Value::Object(obj) = row {
let all_match = evaluated_conditions.iter().all(|(value_val, field)| {
obj.get(field)
.map(|cell_val| loose_equal(value_val, cell_val))
.unwrap_or(false)
});
if all_match {
// Found the row, extract value
if let Some(Value::String(col_name)) = &col_val {
return Ok(obj.get(col_name).cloned().unwrap_or(Value::Null));
} else {
return Ok(row.clone());
}
}
}
}
}
Ok(Value::Null)
}
/// Combined VALUEAT + MATCHRANGE (single loop)
pub(super) fn eval_valueat_matchrange_combined(
&self,
table_expr: &CompiledLogic,
conditions: &[CompiledLogic],
col_name_expr: &Option<Box<CompiledLogic>>,
user_data: &Value,
internal_context: &Value,
depth: usize,
) -> Result<Value, String> {
let table_ref = self.resolve_table_ref(table_expr, user_data, internal_context, depth)?;
let col_val = if let Some(col_expr) = col_name_expr {
Some(self.resolve_column_name(col_expr, user_data, internal_context, depth)?)
} else {
None
};
// Pre-evaluate all range conditions (min_col, max_col, check_value) ONCE
let mut evaluated_conditions = Vec::with_capacity(conditions.len() / 3);
for chunk in conditions.chunks(3) {
if chunk.len() == 3 {
let min_col_val =
self.evaluate_with_context(&chunk[0], user_data, internal_context, depth + 1)?;
let max_col_val =
self.evaluate_with_context(&chunk[1], user_data, internal_context, depth + 1)?;
let check_val =
self.evaluate_with_context(&chunk[2], user_data, internal_context, depth + 1)?;
if let (Value::String(min_col), Value::String(max_col)) =
(&min_col_val, &max_col_val)
{
let check_num = to_number(&check_val);
evaluated_conditions.push((min_col.clone(), max_col.clone(), check_num));
}
}
}
// Single loop: find row and extract value
if let Some(arr) = table_ref.as_array() {
for row in arr.iter() {
if let Value::Object(obj) = row {
let all_match =
evaluated_conditions
.iter()
.all(|(min_col, max_col, check_num)| {
let min_num = obj.get(min_col).map(|v| to_number(v)).unwrap_or(0.0);
let max_num = obj.get(max_col).map(|v| to_number(v)).unwrap_or(0.0);
*check_num >= min_num && *check_num <= max_num
});
if all_match {
// Found the row, extract value
if let Some(Value::String(col_name)) = &col_val {
return Ok(obj.get(col_name).cloned().unwrap_or(Value::Null));
} else {
return Ok(row.clone());
}
}
}
}
}
Ok(Value::Null)
}
/// Combined VALUEAT + CHOOSE (single loop)
pub(super) fn eval_valueat_choose_combined(
&self,
table_expr: &CompiledLogic,
conditions: &[CompiledLogic],
col_name_expr: &Option<Box<CompiledLogic>>,
user_data: &Value,
internal_context: &Value,
depth: usize,
) -> Result<Value, String> {
let table_ref = self.resolve_table_ref(table_expr, user_data, internal_context, depth)?;
let col_val = if let Some(col_expr) = col_name_expr {
Some(self.resolve_column_name(col_expr, user_data, internal_context, depth)?)
} else {
None
};
// Pre-evaluate all condition pairs (value, field) ONCE
let mut evaluated_conditions = Vec::with_capacity(conditions.len() / 2);
for chunk in conditions.chunks(2) {
if chunk.len() == 2 {
let value_val =
self.evaluate_with_context(&chunk[0], user_data, internal_context, depth + 1)?;
let field_val =
self.evaluate_with_context(&chunk[1], user_data, internal_context, depth + 1)?;
if let Value::String(field) = field_val {
evaluated_conditions.push((value_val, field));
}
}
}
// Single loop: find row and extract value (ANY match)
if let Some(arr) = table_ref.as_array() {
for row in arr.iter() {
if let Value::Object(obj) = row {
let any_match = evaluated_conditions.iter().any(|(value_val, field)| {
obj.get(field)
.map(|cell_val| loose_equal(value_val, cell_val))
.unwrap_or(false)
});
if any_match {
// Found the row, extract value
if let Some(Value::String(col_name)) = &col_val {
return Ok(obj.get(col_name).cloned().unwrap_or(Value::Null));
} else {
return Ok(row.clone());
}
}
}
}
}
Ok(Value::Null)
}
}