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@HyukjinKwon HyukjinKwon commented Jan 6, 2026

Rationale for this change

String operations with regex patterns (match, replace, extract) were recompiling regex patterns on every invocation. This PR implements caching to compile once and reuse.

Benchmark shows roughly 36% performance improvement (2.52s -> 1.61s for 200 operations).

// TODO Cache matcher across invocations (for regex compilation)

// TODO Cache matcher across invocations (for regex compilation)

// TODO Cache replacer across invocations (for regex compilation)

// TODO cache this once per ExtractRegexOptions

What changes are included in this PR?

  • Added CachedOptionsWrapper<T> template for kernel state with caching support
  • Updated MatchSubstringState, ReplaceState, and ExtractRegexState to use caching
  • Modified Exec() methods to call GetOrCreate<Matcher>() instead of direct Matcher::Make()

Are these changes tested?

Yes. All existing tests pass. Benchmark demonstrates measurable performance improvement when same pattern is used across multiple operations.

(Generated by ChatGPT)

Benchmark:

# Benchmark script: Compare WITH vs WITHOUT caching

# Step 1: Measure WITH caching (current implementation)
cd /.../arrow/cpp/build
/usr/bin/time -p ./debug/arrow-compute-scalar-type-test \
  --gtest_filter="TestStringKernels/0.MatchSubstringRegex" \
  --gtest_repeat=200 \
  --gtest_brief=1

# Step 2: Temporarily remove caching
cd /.../arrow/cpp
git stash push -m "Temp for benchmark" src/arrow/compute/kernels/scalar_string_ascii.cc

# Step 3: Rebuild WITHOUT caching
cd build
touch ../src/arrow/compute/kernels/scalar_string_ascii.cc
cmake --build .

# Step 4: Measure WITHOUT caching (reverted to old TODO code)
/usr/bin/time -p ./debug/arrow-compute-scalar-type-test \
  --gtest_filter="TestStringKernels/0.MatchSubstringRegex" \
  --gtest_repeat=200 \
  --gtest_brief=1

# Step 5: Restore caching
cd ..
git stash pop
cd build && touch ../src/arrow/compute/kernels/scalar_string_ascii.cc
cmake --build .

Results:

╔════════════════════════════════════════════════════════╗
║              BENCHMARK RESULTS                         ║
╠════════════════════════════════════════════════════════╣
║  WITHOUT Caching:      2.52 seconds                    ║
║  WITH Caching:         1.61 seconds                    ║
║  ─────────────────────────────────────                 ║
║  Time Saved:           0.91 seconds                    ║
║  Improvement:          36.1% FASTER                    ║
╚════════════════════════════════════════════════════════╝

Test Configuration:
  • Test: TestStringKernels/0.MatchSubstringRegex
  • Iterations: 200 repetitions
  • Pattern: Complex regex with groups/alternation
  • Per-operation: 12.6ms → 8.05ms (4.5ms saved)

Are there any user-facing changes?

No, this is an optiomization.

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github-actions bot commented Jan 6, 2026

⚠️ GitHub issue #48728 has been automatically assigned in GitHub to PR creator.

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Thanks for this. This ties the cached object's lifetime to the lifetime of the KernelState, right?

The problem is that a new KernelState is created each time GetFunctionExecutor is called (through KernelState::Init). So in most cases the caching would not be very effective. I suppose the caching may work for chunked array inputs, though?

// Similar to OptionsWrapper, but caches a compiled object to avoid recompiling on each
// invocation (e.g., regex matchers). Follows the same pattern as OptionsWrapper.
template <typename OptionsType>
struct CachedOptionsWrapper : public KernelState {
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Can this perhaps inherit from OptionsWrapper if it can reduce the amount of additional code?

Comment on lines +1251 to +1253
// Get or create cached object of a specific type
template <typename ObjectType, typename... Args>
Result<const ObjectType*> GetOrCreate(Args&&... args) {
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Since this is meant to be independent of ObjectType, do you think it's worth to make it take a callable to avoid relying on the existence of ObjectType::Make?

Something like this perhaps:

Suggested change
// Get or create cached object of a specific type
template <typename ObjectType, typename... Args>
Result<const ObjectType*> GetOrCreate(Args&&... args) {
// Get or create cached object of a specific type
template <typename ObjectType, typename... Args>
auto GetOrCreate(Factory&& factory, Args&&... args)
-> Result<const std::decay_t<decltype(factory(args...))>*> {

Comment on lines +1263 to +1264
// Type-erased cache for compiled objects (can store any object type)
std::shared_ptr<void> cached_object;
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Why not std::any?

@github-actions github-actions bot added awaiting committer review Awaiting committer review and removed awaiting review Awaiting review labels Jan 12, 2026
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