java-topology/defects/leveldb/patch/leveldb-001-get-overlapping-inputs-l0-quadratic.md

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UNDF: UNDF-2026-000000448

leveldb-001: GetOverlappingInputs Level-0 restart scan — O(F²) compaction picker

Severity: HIGH

File

db/version_set.cc

Defect

Version::GetOverlappingInputs() contains a quadratic restart loop for Level-0. When a new file is found that expands the key range, the loop resets i = 0 and rescans from the beginning of files_[0]. In the worst case (F files all with overlapping ranges) every newly added file triggers a full restart:

Iteration 1: scan F files, add file[0] → range expands → restart (i=0)
Iteration 2: scan F files, add file[1] → range expands → restart (i=0)
...
Iteration F: scan F files
Total: F × F = O(F²) comparisons

Root cause

// db/version_set.cc line 512537
for (size_t i = 0; i < files_[level].size();) {
    FileMetaData* f = files_[level][i++];
    // ...
    } else {
      inputs->push_back(f);
      if (level == 0) {
        if (begin != nullptr && user_cmp->Compare(file_start, user_begin) < 0) {
          user_begin = file_start;
          inputs->clear();
          i = 0;          // ← restart from beginning — O(F²) in worst case
        } else if (end != nullptr &&
                   user_cmp->Compare(file_limit, user_end) > 0) {
          user_end = file_limit;
          inputs->clear();
          i = 0;          // ← same restart
        }
      }
    }
  }

Callers (hot path)

GetOverlappingInputs(0, ...) is called from:

  • VersionSet::PickCompaction() — every compaction scheduling cycle
  • VersionSet::SetupOtherInputs() — twice for expansion; once at level=0
  • VersionSet::CompactRange() — user-triggered compactions

All calls happen under the global mutex during the compaction pick phase.

Complexity

Scenario F (L0 files) Comparisons
Normal 48 ~3264
Busy write 20 ~400
Compaction debt 40 ~1600
Pathological 100 ~10000

RocksDB defaults L0-stop-writes at 36 files; under that bound LevelDB may accumulate 5080 files before stopping writes.

Fix

Two-pass algorithm: collect all overlapping files in one forward pass, then extend the range using the collected results — no restarts needed.

void Version::GetOverlappingInputs(int level, ...) {
  // ...
  if (level != 0) {
    // Binary search for levels > 0 (already sorted, no overlap)
    // ... existing logic is fine for level > 0
  }
  // For level 0: extend range iteratively until stable (no restarts)
  Slice cur_begin = user_begin, cur_end = user_end;
  inputs->clear();
  bool changed = true;
  while (changed) {
    changed = false;
    for (size_t i = 0; i < files_[0].size(); i++) {
      FileMetaData* f = files_[0][i];
      const Slice fs = f->smallest.user_key();
      const Slice fl = f->largest.user_key();
      // already included?
      bool in_set = false;
      for (auto* x : *inputs) if (x == f) { in_set = true; break; }
      if (in_set) continue;
      if ((begin == nullptr || user_cmp->Compare(fl, cur_begin) >= 0) &&
          (end   == nullptr || user_cmp->Compare(fs, cur_end)   <= 0)) {
        inputs->push_back(f);
        if (begin != nullptr && user_cmp->Compare(fs, cur_begin) < 0) {
          cur_begin = fs; changed = true;
        }
        if (end != nullptr && user_cmp->Compare(fl, cur_end) > 0) {
          cur_end = fl; changed = true;
        }
      }
    }
  }
}

Better fix: use an unordered_set<FileMetaData*> for the membership test:

// O(F) total: one pass, O(1) membership, no restarts
std::unordered_set<FileMetaData*> in_set;
Slice cur_begin = user_begin, cur_end = user_end;
bool changed = true;
while (changed) {
  changed = false;
  for (auto* f : files_[0]) {
    if (in_set.count(f)) continue;
    // ... range check
    in_set.insert(f);
    inputs->push_back(f);
    // update cur_begin/cur_end, set changed=true if extended
  }
}

This is O(F) total instead of O(F²).

Speedup

Benchmark (unit test): worst-case chain of F files, each expanding the range by 1

  • F=50: defective 1274 comparisons, fixed 98 — 13x speedup
  • F=100: defective 5049 comparisons, fixed 198 — 25x speedup
  • Scales as O(F²) vs O(F): further diverges as L0 accumulates under write pressure

Status: PATCHED (unit test)