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Old Dog, New Tricks
A Schemer’s Guide to JavaScript
Implementations
Quasiconf 2012
Andy Wingo
wingo@igalia.com
Compiler hacker at Igalia
Contract work on language implementations
V8, JavaScriptCore
Schemer
Scheme in one slide
Parse.
Expand.
Optimize.
Codegen.
Run.
JavaScript in one slide
Pre-parse.
Run.
Parse.
Codegen.
Run.
Optimize.
Codegen.
Run.
...
On optimization
Proof-driven program transformation
Scheme: Static proofs derived from
interprocedural flow analysis
JS: Dynamic proofs based on run-time
observations, with ability to invalidate
transformations if assumptions fail to hold
Barriers to optimization in
Scheme
Mutable toplevels
Separate compilation
Incomplete type information
No information on what to inline
call/cc
None of these inhibit
JavaScript
Assume toplevels are immutable
No real separate compilation
A wealth of type information
Dynamic profiling identifies inline candidates
No call/cc
“Adaptive optimization”
Types and hot spots not known until runtime
Types and hot spots can change over time
Assumptions can be invalidated over time
Adaptive optimization: speculative optimization
with bailout
Deoptimization for debugging
Allow multi-leveled inlining and code motion
while preserving programmer’s mental model of
how evaluation works
Deoptimization already required by speculation
failures
Other common JS
optimizations
Unboxing
Common subexpression elimination
Loop invariant code motion (or loop peeling +
CSE)
Range inference
Register allocation
Block reordering (?)
But to be clear: dynamic inlining is the big one
Different deployment models
Scheme implementations rarely run attacker- controlled code
JS: Constant blinding to prevent vulnerabilities
in non-JS code from using JS as a heap-spray
No threads in JS
Representation hacks
JS: NaN-boxing, sometimes
Rope strings
Dedicated regexp compilers
Matching word-at-a-time, hard to beat with a
general compiler
Lazy tear-off in JSC
A static scope implementation trick
Implementing static scope
Chains: Activations on heap (!)
❧ Closure creation: O(1) space and time
❧ Free var access: O(n) time
❧ Not “safe for space”
Displays: Activations on stack
❧ Closure creation: O(n) space and time
❧ Free var access: O(1) time
❧ Mutated variables usually boxed
Lazy tear-off in JavaScriptCore
Activations on stack
Only allocate scope chain node if closure is
captured
When control leaves function, tear off stack to
heap, relocating pointer in scope node (no
threads in JS)
Memory advantages of chains with stack
discipline of display closures
Free var access still O(n) but inlinable
Living with eval
Eval only evil if it defines new locals
var foo = 10;
function f(s){ eval(s); return foo; }
f('var foo=20;') ⇒ 20

Otherwise great: a compiler available to the user
Functions in which eval appears not fully
optimizable: must expose symbol tables
Inline caches
Per-caller memoization, in code
Fundamental optimization for property access
Not as needed in Scheme because not much
polymorphism
Can allow efficient generic arithmetic
Can make CLOS-style generics more efficient
Clojure-like sequence protocols
Function application?
Dealing with the devil
Runtime codegen in JS has a price: C++
Most Scheme implementations are self-hosted,
with AOT compiler already
Challenge: add adaptive optimization to existing
Scheme implementation
Requires good AOT compiler!
JS can change the way we code
Scheme’s static implementations encourage
static programming
define-integrable
(declare (type fixnum x))
(declare (safety 0) (speed 3))
(declare (usual-integrations))
include instead of load

Adaptive optimization can bring back
dynamicity
Summary
In Smart vs Lazy, Schemers always chose Smart
A bit of laziness won’t hurt
Adaptive optimization in Scheme!
questions?
❧ Work: http://www.igalia.com/compilers
❧ Words: http://wingolog.org/
❧ Slides: http://wingolog.org/pub/qc-2012js-slides.pdf

❧ Notes: http://wingolog.org/pub/qc-2012js-notes.pdf

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Old Dog, New Tricks: A Guide to Adaptive Optimization in JavaScript and Scheme

  • 1. Old Dog, New Tricks A Schemer’s Guide to JavaScript Implementations Quasiconf 2012 Andy Wingo
  • 2. wingo@igalia.com Compiler hacker at Igalia Contract work on language implementations V8, JavaScriptCore Schemer
  • 3. Scheme in one slide Parse. Expand. Optimize. Codegen. Run.
  • 4. JavaScript in one slide Pre-parse. Run. Parse. Codegen. Run. Optimize. Codegen. Run. ...
  • 5. On optimization Proof-driven program transformation Scheme: Static proofs derived from interprocedural flow analysis JS: Dynamic proofs based on run-time observations, with ability to invalidate transformations if assumptions fail to hold
  • 6. Barriers to optimization in Scheme Mutable toplevels Separate compilation Incomplete type information No information on what to inline call/cc
  • 7. None of these inhibit JavaScript Assume toplevels are immutable No real separate compilation A wealth of type information Dynamic profiling identifies inline candidates No call/cc
  • 8. “Adaptive optimization” Types and hot spots not known until runtime Types and hot spots can change over time Assumptions can be invalidated over time Adaptive optimization: speculative optimization with bailout
  • 9. Deoptimization for debugging Allow multi-leveled inlining and code motion while preserving programmer’s mental model of how evaluation works Deoptimization already required by speculation failures
  • 10. Other common JS optimizations Unboxing Common subexpression elimination Loop invariant code motion (or loop peeling + CSE) Range inference Register allocation Block reordering (?) But to be clear: dynamic inlining is the big one
  • 11. Different deployment models Scheme implementations rarely run attacker- controlled code JS: Constant blinding to prevent vulnerabilities in non-JS code from using JS as a heap-spray No threads in JS
  • 12. Representation hacks JS: NaN-boxing, sometimes Rope strings
  • 13. Dedicated regexp compilers Matching word-at-a-time, hard to beat with a general compiler
  • 14. Lazy tear-off in JSC A static scope implementation trick
  • 15. Implementing static scope Chains: Activations on heap (!) ❧ Closure creation: O(1) space and time ❧ Free var access: O(n) time ❧ Not “safe for space” Displays: Activations on stack ❧ Closure creation: O(n) space and time ❧ Free var access: O(1) time ❧ Mutated variables usually boxed
  • 16. Lazy tear-off in JavaScriptCore Activations on stack Only allocate scope chain node if closure is captured When control leaves function, tear off stack to heap, relocating pointer in scope node (no threads in JS) Memory advantages of chains with stack discipline of display closures Free var access still O(n) but inlinable
  • 17. Living with eval Eval only evil if it defines new locals var foo = 10; function f(s){ eval(s); return foo; } f('var foo=20;') ⇒ 20 Otherwise great: a compiler available to the user Functions in which eval appears not fully optimizable: must expose symbol tables
  • 18. Inline caches Per-caller memoization, in code Fundamental optimization for property access Not as needed in Scheme because not much polymorphism Can allow efficient generic arithmetic Can make CLOS-style generics more efficient Clojure-like sequence protocols Function application?
  • 19. Dealing with the devil Runtime codegen in JS has a price: C++ Most Scheme implementations are self-hosted, with AOT compiler already Challenge: add adaptive optimization to existing Scheme implementation Requires good AOT compiler!
  • 20. JS can change the way we code Scheme’s static implementations encourage static programming define-integrable (declare (type fixnum x)) (declare (safety 0) (speed 3)) (declare (usual-integrations)) include instead of load Adaptive optimization can bring back dynamicity
  • 21. Summary In Smart vs Lazy, Schemers always chose Smart A bit of laziness won’t hurt Adaptive optimization in Scheme!
  • 22. questions? ❧ Work: http://www.igalia.com/compilers ❧ Words: http://wingolog.org/ ❧ Slides: http://wingolog.org/pub/qc-2012js-slides.pdf ❧ Notes: http://wingolog.org/pub/qc-2012js-notes.pdf