Implement Kotzmann VEE'05 connection graph escape analysis for arrays#6
Draft
Copilot wants to merge 9 commits into
Draft
Implement Kotzmann VEE'05 connection graph escape analysis for arrays#6Copilot wants to merge 9 commits into
Copilot wants to merge 9 commits into
Conversation
Co-authored-by: tekknolagi <401167+tekknolagi@users.noreply.github.com>
Co-authored-by: tekknolagi <401167+tekknolagi@users.noreply.github.com>
… improve comments Co-authored-by: tekknolagi <401167+tekknolagi@users.noreply.github.com>
Co-authored-by: tekknolagi <401167+tekknolagi@users.noreply.github.com>
Copilot
AI
changed the title
[WIP] Add lightweight escape analysis for arrays in ZJIT HIR
Implement lightweight escape analysis for arrays in ZJIT HIR
Feb 4, 2026
…n graphs Co-authored-by: tekknolagi <401167+tekknolagi@users.noreply.github.com>
Co-authored-by: tekknolagi <401167+tekknolagi@users.noreply.github.com>
…eoptimization docs Co-authored-by: tekknolagi <401167+tekknolagi@users.noreply.github.com>
…improve comments Co-authored-by: tekknolagi <401167+tekknolagi@users.noreply.github.com>
Copilot
AI
changed the title
Implement lightweight escape analysis for arrays in ZJIT HIR
Implement Kotzmann VEE'05 connection graph escape analysis for arrays
Feb 4, 2026
tekknolagi
pushed a commit
that referenced
this pull request
Jun 25, 2026
…ruby#17479) When we introduced the inliner we also added repeated passes of the optimization pipeline. The idea being that we want to optimize the results of inlining and, because we only inline one level deep, allow us to perform inlining on the result of the last inlining operation. The optimization loop would exit if we couldn't inline any more. If we could inline more, there's an upper bound that kicks us out of the loop so we don't try to inline the world. However, if we exited the loop by hitting that upper bound, we didn't end up specializing the results of the last inlining pass. This PR rectifies that. This is immediately visible in the 30k_methods benchmark, where performance roughly doubles. Before: ``` ❯ WARMUP_ITRS=0 MIN_BENCH_ITRS=10 MIN_BENCH_TIME=0 ./run_benchmarks.rb --chruby 'ruby-master --zjit-inline-threshold=30' 30k_methods Running benchmark "30k_methods" (1/1) + /Users/nirvdrum/.rubies/ruby-master/bin/ruby --zjit-inline-threshold\=30 -I harness /Users/nirvdrum/dev/worktrees/ruby-bench/main/benchmarks/30k_methods.rb ruby 4.1.0dev (2026-06-23T13:29:36Z master 13fe77d) +ZJIT dev +PRISM [arm64-darwin25] itr: time #1: 2689ms #2: 33ms #3: 32ms #4: 32ms #5: 32ms #6: 32ms #7: 32ms Shopify#8: 35ms Shopify#9: 33ms Shopify#10: 33ms ``` After: ``` ❯ WARMUP_ITRS=0 MIN_BENCH_ITRS=10 MIN_BENCH_TIME=0 ./run_benchmarks.rb --chruby 'ruby-zjit-opt-last-inline --zjit-inline-threshold=30' 30k_methods Running benchmark "30k_methods" (1/1) + /Users/nirvdrum/.rubies/ruby-zjit-opt-last-inline/bin/ruby --zjit-inline-threshold\=30 -I harness /Users/nirvdrum/dev/worktrees/ruby-bench/main/benchmarks/30k_methods.rb ruby 4.1.0dev (2026-06-25T13:56:41Z zjit-opt-last-inline 18ce64d) +ZJIT dev +PRISM [arm64-darwin25] itr: time #1: 2700ms #2: 17ms #3: 16ms #4: 16ms #5: 17ms #6: 16ms #7: 16ms Shopify#8: 17ms Shopify#9: 16ms Shopify#10: 16ms ``` Fixes Shopify#998.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Implements intraprocedural escape analysis following Kotzmann & Mössenböck's VEE'05 approach for array allocations in ZJIT HIR.
Changes
Three-level escape classification
NoEscape: Local-only (scalar replacement candidate)ArgEscape: Returned/passed to callees (limited optimization)GlobalEscape: Heap escape via ivars/globals (no optimization)Connection graph implementation
Analysis phases
Integration with existing infrastructure
LocalArrayeffect for DCE of NoEscape arraysHashMap<InsnId, EscapeState>for future optimizationsExample
Paper: https://www.usenix.org/legacy/events/vee05/full_papers/p111-kotzmann.pdf
💡 You can make Copilot smarter by setting up custom instructions, customizing its development environment and configuring Model Context Protocol (MCP) servers. Learn more Copilot coding agent tips in the docs.