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feat: add BITSET set operations (union, intersect, diff, xor)#39

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orieg merged 1 commit intomainfrom
feat/bitset-set-ops
Feb 27, 2026
Merged

feat: add BITSET set operations (union, intersect, diff, xor)#39
orieg merged 1 commit intomainfrom
feat/bitset-set-ops

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@orieg orieg commented Feb 27, 2026

Summary

  • Adds four new methods to BITSET Judy arrays: union(), intersect(), diff(), and xor()
  • Each returns a new Judy(Judy::BITSET) without modifying either operand
  • Calling any set operation on a non-BITSET array throws an exception
  • Part of issue [Proposal] Roadmap: Performance Overhaul & Feature Extensions #37 (Phase 2: Set Operations)

New methods

Method Semantics
$a->union($b) All indices in either array
$a->intersect($b) Only indices in both arrays
$a->diff($b) Indices in $a but not in $b
$a->xor($b) Indices in exactly one array

Example

$a = new Judy(Judy::BITSET);
$b = new Judy(Judy::BITSET);
$a[1] = $a[2] = $a[3] = true;
$b[2] = $b[3] = $b[4] = true;

$result = $a->union($b);     // {1, 2, 3, 4}
$result = $a->intersect($b); // {2, 3}
$result = $a->diff($b);      // {1}
$result = $a->xor($b);       // {1, 4}

Benchmark results

PHP 8.3.30 on Linux (aarch64), 50% overlap between sets A and B:

10,000 indices per set

Operation Judy PHP array Speedup
union 0.495 ms 0.055 ms 0.1x
intersect 0.265 ms 0.066 ms 0.2x
diff 0.426 ms 0.045 ms 0.1x
xor 0.782 ms 0.133 ms 0.2x
Memory (union result) 8.08 kb 260 kb 32x less

100,000 indices per set

Operation Judy PHP array Speedup
union 5.904 ms 0.702 ms 0.1x
intersect 2.973 ms 0.656 ms 0.2x
diff 2.809 ms 0.457 ms 0.2x
xor 6.343 ms 1.556 ms 0.2x
Memory (union result) 20 kb 4 mb 204x less

500,000 indices per set

Operation Judy PHP array Speedup
union 31.981 ms 3.498 ms 0.1x
intersect 16.105 ms 3.761 ms 0.2x
diff 15.892 ms 2.428 ms 0.2x
xor 34.373 ms 9.494 ms 0.3x
Memory (union result) 56 kb 16 mb 292x less

Note: PHP's array_* functions operate on in-memory hash tables and are faster on wall-clock time. Judy's advantage is memory efficiency -- up to 292x less memory at scale. These set operations are most valuable when working with large bitsets where memory is the constraint.

Test plan

  • 6 new test files covering union, intersect, diff, xor, type errors, and independence
  • All 67 tests pass (61 existing + 6 new)
  • Benchmark script added (examples/judy-bench-set-operations.php)
  • CI matrix (PHP 8.1-8.5, Linux + Windows) passes
  • PECL packaging validates

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Summary of Changes

Hello, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request significantly enhances the functionality of Judy::BITSET arrays by introducing native C implementations for common set operations: union, intersection, difference, and exclusive OR. These additions allow developers to perform complex set manipulations efficiently, returning new Judy arrays without altering the original data. The changes improve the utility of Judy arrays for managing integer sets and align with the project's roadmap for core features.

Highlights

  • New Set Operations: Four new methods have been added to Judy::BITSET arrays: union(), intersect(), diff(), and xor().
  • Immutability: All new set operation methods return a new Judy(Judy::BITSET) instance, ensuring that the original operand arrays remain unmodified.
  • Type Safety: Calling any of the new set operations on a non-BITSET Judy array will now throw an exception, enforcing correct usage.
  • Development Roadmap Update: The README.md has been updated to reflect the completion of the 'Set Operations' feature.

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Changelog
  • README.md
    • Updated the development roadmap to mark 'Set Operations' as completed.
  • package.xml
    • Added entries for six new test files related to BITSET set operations.
  • php_judy.c
    • Implemented helper functions judy_create_bitset_result and judy_validate_bitset_operands.
    • Added PHP_METHOD definitions for union, intersect, diff, and xor.
    • Defined argument information (arginfo) for the new set operation methods.
    • Registered the new set operation methods in the judy_class_methods array.
  • tests/bitset_diff_001.phpt
    • Added a new test file for the diff() method, covering standard difference, no overlap, subset, and empty array scenarios.
  • tests/bitset_intersect_001.phpt
    • Added a new test file for the intersect() method, covering overlapping, disjoint, subset, and empty array scenarios.
  • tests/bitset_setops_independence_001.phpt
    • Added a new test file to verify that original Judy arrays are not modified by set operations and that results are independent objects.
  • tests/bitset_setops_type_error_001.phpt
    • Added a new test file to ensure set operations throw exceptions when called on non-BITSET Judy arrays.
  • tests/bitset_union_001.phpt
    • Added a new test file for the union() method, covering disjoint, overlapping, and empty array scenarios.
  • tests/bitset_xor_001.phpt
    • Added a new test file for the xor() method, covering symmetric difference, identical sets, disjoint sets, and empty array scenarios.
Activity
  • Six new test files were created to thoroughly cover the new union, intersect, diff, and xor methods, including tests for type errors and operand independence.
  • All 67 tests, comprising 61 existing and 6 new ones, are passing.
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Test Results

PHP Platform Arch TS Tests Pass Fail Skip Duration
8.1 Linux x64 - 67 67 0 0 0.5s
8.2 Linux x64 - 67 67 0 0 0.7s
8.3 Linux x64 - 67 67 0 0 0.7s
8.4 Linux x64 - 67 67 0 0 0.7s
8.5 Linux x64 - 67 67 0 0 0.7s
8.1 Windows x64 nts 67 67 0 0 4.3s
8.2 Windows x64 nts 67 67 0 0 4.3s
8.3 Windows x64 nts 67 67 0 0 4.4s
8.4 Windows x64 nts 67 67 0 0 4.3s
8.5 Windows x64 nts 67 67 0 0 4.5s
Total 670 670 0 0

Benchmark Summary (Judy vs PHP Array)

Ratio = Judy / Array. Bold = Judy wins (≤0.95x). Plain = Array is faster/smaller.

Time (Write / Read) — Linux

Scenario PHP 8.1 PHP 8.2 PHP 8.3 PHP 8.4 PHP 8.5
Sparse Int 100K 3.1x / 2.8x 3.0x / 2.5x 3.0x / 2.6x 2.8x / 2.6x 3.1x / 2.7x
Sparse Int 500K 2.8x / 2.5x 3.3x / 2.7x 3.4x / 2.8x 3.3x / 2.8x 3.1x / 2.5x
Sparse Int 1M 3.5x / 2.7x 3.6x / 2.1x 3.7x / 2.3x 3.7x / 2.5x 3.8x / 2.3x
Sparse Int 10M 2.0x / 2.4x 2.1x / 2.2x 2.0x / 2.2x 1.9x / 2.2x 1.8x / 2.3x
String 100K 2.8x / 3.3x 3.4x / 3.0x 3.4x / 3.2x 3.6x / 3.2x 2.2x / 2.5x
String 500K 2.3x / 2.2x 2.2x / 2.2x 2.5x / 2.5x 2.5x / 2.7x 2.2x / 2.3x
String 1M 2.5x / 2.3x 2.5x / 2.3x 2.4x / 2.4x 2.4x / 2.4x 2.4x / 2.1x
String 10M 2.7x / 2.3x 2.7x / 2.2x 2.7x / 2.2x 2.6x / 2.2x 2.7x / 2.3x

Memory — Linux

Scenario PHP 8.1 PHP 8.2 PHP 8.3 PHP 8.4 PHP 8.5
Sparse Int 100K 0.26x 0.26x 0.26x 0.26x 0.26x
Sparse Int 500K 0.46x 0.46x 0.46x 0.46x 0.46x
Sparse Int 1M 0.46x 0.46x 0.46x 0.46x 0.46x
Sparse Int 10M 0.29x 0.29x 0.29x 0.29x 0.29x
String 100K 0.61x 0.61x 0.61x 0.61x 0.61x
String 500K 0.76x 0.76x 0.76x 0.76x 0.76x
String 1M 0.76x 0.76x 0.76x 0.76x 0.76x
String 10M 0.48x 0.48x 0.48x 0.48x 0.48x

Time (Write / Read) — Windows

Scenario PHP 8.1 PHP 8.2 PHP 8.3 PHP 8.4 PHP 8.5
Sparse Int 100K 4.9x / 2.9x 5.3x / 3.0x 5.2x / 2.8x 5.3x / 3.3x 7.5x / 3.3x
Sparse Int 500K 5.2x / 3.1x 4.7x / 3.0x 4.4x / 2.5x 4.1x / 2.5x 4.6x / 2.8x
Sparse Int 1M 2.9x / 2.0x 4.0x / 2.7x 3.3x / 2.3x 3.8x / 2.4x 3.6x / 2.1x
Sparse Int 10M 2.5x / 2.3x 2.3x / 2.1x 2.3x / 2.4x 3.1x / 2.4x 2.8x / 2.4x
String 100K 4.4x / 4.3x 5.1x / 4.8x 3.1x / 3.6x 3.6x / 5.5x 4.1x / 4.2x
String 500K 4.0x / 2.6x 3.6x / 2.7x 3.5x / 2.4x 3.2x / 2.8x 3.9x / 2.7x
String 1M 3.4x / 2.1x 3.4x / 2.4x 3.3x / 1.8x 3.4x / 3.0x 3.6x / 2.6x
String 10M 2.9x / 2.1x 3.3x / 2.2x 3.6x / 2.5x 3.6x / 3.7x 3.3x / 2.3x

Memory — Windows

Scenario PHP 8.1 PHP 8.2 PHP 8.3 PHP 8.4 PHP 8.5
Sparse Int 100K 0.23x 0.23x 0.23x 0.23x 0.23x
Sparse Int 500K 0.46x 0.46x 0.46x 0.46x 0.46x
Sparse Int 1M 0.46x 0.46x 0.46x 0.46x 0.46x
Sparse Int 10M 0.29x 0.29x 0.29x 0.29x 0.29x
String 100K 0.51x 0.51x 0.51x 0.51x 0.51x
String 500K 0.76x 0.76x 0.76x 0.76x 0.76x
String 1M 0.76x 0.76x 0.76x 0.76x 0.76x
String 10M 0.48x 0.48x 0.48x 0.48x 0.48x
Raw benchmark data

Write Time — Linux

Scenario Subject PHP 8.1 PHP 8.2 PHP 8.3 PHP 8.4 PHP 8.5
Sparse Int 100K Judy 0.0125s 0.0115s 0.0121s 0.0122s 0.0122s
Sparse Int 100K PHP Array 0.0040s 0.0038s 0.0041s 0.0044s 0.0040s
Sparse Int 500K Judy 0.0644s 0.0627s 0.0649s 0.0660s 0.0660s
Sparse Int 500K PHP Array 0.0228s 0.0192s 0.0192s 0.0198s 0.0214s
Sparse Int 1M Judy 0.1687s 0.1539s 0.1617s 0.1665s 0.1713s
Sparse Int 1M PHP Array 0.0486s 0.0427s 0.0436s 0.0451s 0.0453s
Sparse Int 10M Judy 3.0764s 2.5000s 2.6096s 2.8629s 2.8138s
Sparse Int 10M PHP Array 1.5166s 1.1629s 1.3243s 1.4932s 1.5346s
String 100K Judy 0.0247s 0.0193s 0.0204s 0.0214s 0.0211s
String 100K PHP Array 0.0088s 0.0057s 0.0060s 0.0060s 0.0098s
String 500K Judy 0.1680s 0.1328s 0.1415s 0.1559s 0.1537s
String 500K PHP Array 0.0719s 0.0610s 0.0564s 0.0635s 0.0707s
String 1M Judy 0.3745s 0.3252s 0.3356s 0.3507s 0.3657s
String 1M PHP Array 0.1486s 0.1323s 0.1394s 0.1442s 0.1497s
String 10M Judy 5.5501s 4.7182s 4.9938s 5.2479s 5.4208s
String 10M PHP Array 2.0759s 1.7638s 1.8361s 2.0364s 2.0215s

Read Time — Linux

Scenario Subject PHP 8.1 PHP 8.2 PHP 8.3 PHP 8.4 PHP 8.5
Sparse Int 100K Judy 0.0101s 0.0087s 0.0094s 0.0094s 0.0094s
Sparse Int 100K PHP Array 0.0036s 0.0035s 0.0036s 0.0036s 0.0035s
Sparse Int 500K Judy 0.0631s 0.0556s 0.0555s 0.0560s 0.0573s
Sparse Int 500K PHP Array 0.0257s 0.0203s 0.0199s 0.0200s 0.0232s
Sparse Int 1M Judy 0.1640s 0.1180s 0.1223s 0.1359s 0.1387s
Sparse Int 1M PHP Array 0.0616s 0.0551s 0.0522s 0.0541s 0.0608s
Sparse Int 10M Judy 3.4783s 2.7752s 2.9014s 3.1145s 3.2941s
Sparse Int 10M PHP Array 1.4542s 1.2358s 1.3057s 1.3865s 1.4036s
String 100K Judy 0.0183s 0.0151s 0.0162s 0.0165s 0.0164s
String 100K PHP Array 0.0055s 0.0051s 0.0050s 0.0051s 0.0065s
String 500K Judy 0.1689s 0.1268s 0.1388s 0.1583s 0.1589s
String 500K PHP Array 0.0762s 0.0567s 0.0554s 0.0582s 0.0699s
String 1M Judy 0.3936s 0.3262s 0.3406s 0.3672s 0.3674s
String 1M PHP Array 0.1744s 0.1406s 0.1404s 0.1553s 0.1722s
String 10M Judy 5.8898s 5.0332s 5.1015s 5.5224s 5.6922s
String 10M PHP Array 2.5417s 2.2578s 2.3328s 2.4670s 2.4842s

Memory — Linux

Scenario Subject PHP 8.1 PHP 8.2 PHP 8.3 PHP 8.4 PHP 8.5
Sparse Int 100K Judy 1.85 mb 1.84 mb 1.84 mb 1.84 mb 1.84 mb
Sparse Int 100K PHP Array 7 mb 7 mb 7 mb 7 mb 7 mb
Sparse Int 500K Judy 9.18 mb 9.17 mb 9.17 mb 9.19 mb 9.18 mb
Sparse Int 500K PHP Array 20 mb 20 mb 20 mb 20 mb 20 mb
Sparse Int 1M Judy 18.34 mb 18.38 mb 18.37 mb 18.34 mb 18.35 mb
Sparse Int 1M PHP Array 40 mb 40 mb 40 mb 40 mb 40 mb
Sparse Int 10M Judy 183.62 mb 183.58 mb 183.63 mb 183.54 mb 183.62 mb
Sparse Int 10M PHP Array 640 mb 640 mb 640 mb 640 mb 640 mb
String 100K Judy 3.05 mb 3.05 mb 3.05 mb 3.05 mb 3.05 mb
String 100K PHP Array 5 mb 5 mb 5 mb 5 mb 5 mb
String 500K Judy 15.26 mb 15.26 mb 15.26 mb 15.26 mb 15.26 mb
String 500K PHP Array 20 mb 20 mb 20 mb 20 mb 20 mb
String 1M Judy 30.52 mb 30.52 mb 30.52 mb 30.52 mb 30.52 mb
String 1M PHP Array 40 mb 40 mb 40 mb 40 mb 40 mb
String 10M Judy 305.18 mb 305.18 mb 305.18 mb 305.18 mb 305.18 mb
String 10M PHP Array 640 mb 640 mb 640 mb 640 mb 640 mb

Write Time — Windows

Scenario Subject PHP 8.1 PHP 8.2 PHP 8.3 PHP 8.4 PHP 8.5
Sparse Int 100K Judy 0.0287s 0.0286s 0.0303s 0.0284s 0.0384s
Sparse Int 100K PHP Array 0.0058s 0.0054s 0.0058s 0.0054s 0.0051s
Sparse Int 500K Judy 0.1754s 0.1491s 0.1603s 0.1500s 0.1581s
Sparse Int 500K PHP Array 0.0336s 0.0318s 0.0361s 0.0366s 0.0347s
Sparse Int 1M Judy 0.3458s 0.3075s 0.3293s 0.3466s 0.3158s
Sparse Int 1M PHP Array 0.1211s 0.0770s 0.0990s 0.0903s 0.0882s
Sparse Int 10M Judy 5.5861s 4.7353s 5.6470s 5.7533s 4.6835s
Sparse Int 10M PHP Array 2.2478s 2.0465s 2.4563s 1.8653s 1.6873s
String 100K Judy 0.0537s 0.0486s 0.0504s 0.0563s 0.0485s
String 100K PHP Array 0.0123s 0.0096s 0.0162s 0.0156s 0.0118s
String 500K Judy 0.3469s 0.2971s 0.3394s 0.3451s 0.3244s
String 500K PHP Array 0.0877s 0.0818s 0.0958s 0.1067s 0.0838s
String 1M Judy 0.7249s 0.6422s 0.7187s 0.7431s 0.6554s
String 1M PHP Array 0.2147s 0.1880s 0.2209s 0.2197s 0.1832s
String 10M Judy 9.0871s 8.8382s 9.9430s 10.6192s 8.6507s
String 10M PHP Array 3.1034s 2.6897s 2.7995s 2.9851s 2.6590s

Read Time — Windows

Scenario Subject PHP 8.1 PHP 8.2 PHP 8.3 PHP 8.4 PHP 8.5
Sparse Int 100K Judy 0.0154s 0.0157s 0.0157s 0.0188s 0.0152s
Sparse Int 100K PHP Array 0.0053s 0.0053s 0.0056s 0.0057s 0.0046s
Sparse Int 500K Judy 0.1337s 0.0932s 0.1038s 0.1253s 0.0922s
Sparse Int 500K PHP Array 0.0426s 0.0313s 0.0419s 0.0509s 0.0327s
Sparse Int 1M Judy 0.2938s 0.2084s 0.2867s 0.3431s 0.2143s
Sparse Int 1M PHP Array 0.1467s 0.0779s 0.1258s 0.1416s 0.1028s
Sparse Int 10M Judy 4.3478s 3.8511s 4.6339s 5.2919s 4.0945s
Sparse Int 10M PHP Array 1.9030s 1.8092s 1.9492s 2.2481s 1.7421s
String 100K Judy 0.0363s 0.0321s 0.0336s 0.0455s 0.0262s
String 100K PHP Array 0.0084s 0.0067s 0.0094s 0.0082s 0.0062s
String 500K Judy 0.2746s 0.2106s 0.2653s 0.3056s 0.2236s
String 500K PHP Array 0.1059s 0.0790s 0.1128s 0.1101s 0.0822s
String 1M Judy 0.5882s 0.5007s 0.5945s 0.7222s 0.4952s
String 1M PHP Array 0.2845s 0.2125s 0.3308s 0.2396s 0.1934s
String 10M Judy 7.4585s 7.0880s 8.2866s 9.9001s 6.8789s
String 10M PHP Array 3.5952s 3.1726s 3.3216s 2.6956s 3.0437s

Memory — Windows

Scenario Subject PHP 8.1 PHP 8.2 PHP 8.3 PHP 8.4 PHP 8.5
Sparse Int 100K Judy 1.84 mb 1.85 mb 1.84 mb 1.84 mb 1.85 mb
Sparse Int 100K PHP Array 8 mb 8 mb 8 mb 8 mb 8 mb
Sparse Int 500K Judy 9.19 mb 9.19 mb 9.18 mb 9.18 mb 9.18 mb
Sparse Int 500K PHP Array 20 mb 20 mb 20 mb 20 mb 20 mb
Sparse Int 1M Judy 18.38 mb 18.34 mb 18.37 mb 18.39 mb 18.37 mb
Sparse Int 1M PHP Array 40 mb 40 mb 40 mb 40 mb 40 mb
Sparse Int 10M Judy 183.6 mb 183.69 mb 183.6 mb 183.64 mb 183.6 mb
Sparse Int 10M PHP Array 640 mb 640 mb 640 mb 640 mb 640 mb
String 100K Judy 3.05 mb 3.05 mb 3.05 mb 3.05 mb 3.05 mb
String 100K PHP Array 6 mb 6 mb 6 mb 6 mb 6 mb
String 500K Judy 15.26 mb 15.26 mb 15.26 mb 15.26 mb 15.26 mb
String 500K PHP Array 20 mb 20 mb 20 mb 20 mb 20 mb
String 1M Judy 30.52 mb 30.52 mb 30.52 mb 30.52 mb 30.52 mb
String 1M PHP Array 40 mb 40 mb 40 mb 40 mb 40 mb
String 10M Judy 305.18 mb 305.18 mb 305.18 mb 305.18 mb 305.18 mb
String 10M PHP Array 640 mb 640 mb 640 mb 640 mb 640 mb

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Code Review

This pull request introduces set operations (union, intersect, diff, xor) for BITSET Judy arrays, which is a great feature. The implementation is mostly correct and is accompanied by a good set of tests covering various cases, including type errors and ensuring the original arrays are not modified.

My review focuses on three main areas for improvement in php_judy.c:

  1. Robustness: The new methods lack error handling for memory allocation failures within the underlying Judy C library calls, which could lead to silent data corruption under memory pressure.
  2. Performance: The intersect method can be optimized by always iterating over the smaller of the two sets.
  3. Readability: The code in intersect, diff, and xor can be made clearer by not reusing variables for different semantic purposes.

I've provided specific suggestions for each of these points.

Add four new methods for TYPE_BITSET arrays that return new Judy
objects without modifying the operands. Calling on non-BITSET arrays
throws an exception. Closes #37 (set operations item).

Changes:
- Use separate Rc_set variable for J1S return codes (clarity)
- Check J1S for JERR and throw on allocation failure (robustness)
- Optimize intersect() to iterate the smaller set (performance)
- Add benchmark script comparing Judy vs PHP array set operations
@orieg orieg force-pushed the feat/bitset-set-ops branch from f59b4f0 to b0c4b32 Compare February 27, 2026 23:08
@orieg orieg merged commit a5facf4 into main Feb 27, 2026
13 checks passed
@orieg orieg deleted the feat/bitset-set-ops branch February 28, 2026 00:19
orieg added a commit that referenced this pull request Feb 28, 2026
All four phases of the performance overhaul and feature extensions
(issue #37) are complete:
- Phase 1: Fast ZPP migration (PR #38)
- Phase 2: BITSET set operations (PR #39)
- Phase 3: Range slicing (PR #40)
- Phase 4: JsonSerializable + serialize/unserialize (PR #41)
@orieg orieg mentioned this pull request Feb 28, 2026
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