diff --git a/Makefile b/Makefile index 347cab7..59e046e 100644 --- a/Makefile +++ b/Makefile @@ -102,9 +102,12 @@ functional-test: c-build portal-rng-cross-test: c-build asm-build @bash tests/portal-rng-cross-test.sh -test-all: test c-test asm-test functional-test portal-rng-cross-test +zoe-favorites-test: c-build + @bash tests/zoe-favorites-test.sh + +test-all: test c-test asm-test functional-test portal-rng-cross-test zoe-favorites-test @echo "════════════════════════════════════════════════════" - @echo "All tests passed (Python + C + Assembly + functional + portal-rng-cross)" + @echo "All tests passed (Python + C + Assembly + functional + portal-rng-cross + zoe-favorites)" # ─── Benchmarks (reproducible; referenced in whitepaper §6–§11) ─── diff --git a/c/types.c b/c/types.c index 71fab66..48450c0 100644 --- a/c/types.c +++ b/c/types.c @@ -475,18 +475,16 @@ static EnvBinding *env_find_local(Env *e, Value sym) { } Value env_lookup(Env *e, Value sym) { - /* Check local first */ - EnvBinding *b = env_find_local(e, sym); - if (b) return b->val; - /* Check global shortcut */ - if (e->global && e->global != e) { - b = env_find_local(e->global, sym); - if (b) return b->val; - } - /* Walk parent chain */ - Env *cur = e->parent; + /* Walk the lexical parent chain — covers locals, nested lets, and + * the global env at the top. An earlier "global shortcut" jumped + * straight to e->global after missing in the local frame, which + * broke lexical scoping whenever a parent scope shadowed a global + * (e.g. (let ((s 100)) (let ((m 0)) s)) with (define s 4) returned + * 4 instead of 100). Walking parents end-to-end is correct and + * still O(scope-depth) — bounded by code structure, not runtime. */ + Env *cur = e; while (cur) { - b = env_find_local(cur, sym); + EnvBinding *b = env_find_local(cur, sym); if (b) return b->val; cur = cur->parent; } diff --git a/cl-compat.lsp b/cl-compat.lsp new file mode 100644 index 0000000..3bf0560 --- /dev/null +++ b/cl-compat.lsp @@ -0,0 +1,547 @@ +;;; cl-compat.lsp — Common Lisp compatibility shim for lumbda. +;;; +;;; Purpose: let Common Lisp programs — especially Zoë Trout's favorites +;;; at wedgewack.org/ursa.lisp.txt — load with minimal rewriting. Adds +;;; CL spellings on top of lumbda's functional core. Does not compromise +;;; TCO, portal determinism, or cross-impl reproducibility — every shim +;;; here is syntactic sugar over existing lumbda primitives or tail- +;;; recursive expansions. +;;; +;;; Load explicitly: (load "cl-compat.lsp") +;;; Not auto-loaded; it shadows `when`/`unless` with CL return semantics. +;;; +;;; Coverage: +;;; Constants: t, nil +;;; Predicates: evenp, oddp, plusp, minusp, zerop +;;; Arithmetic: mod, ash, logbitp +;;; Lists: nreverse (non-destructive) +;;; Control: when, unless (CL semantics — return nil on false) +;;; Binding: defun (with &optional), setf (simple vars, multi-pair), flet +;;; Values: multiple-value-bind +;;; +;;; Not covered (by design — see ticket 0004): +;;; &key args — positional only. repunit-value uses a rest-list fallback. +;;; defgeneric — hand-port dispatch to (cond ((type? ...)) ...). +;;; make-array :adjustable :fill-pointer — hand-port to list or vector. +;;; +;;; Companion: examples/ursa.lisp.txt ships Zoë's favorites as Scheme +;;; ports; this shim exists so her CL source can also load unchanged +;;; (after Phase C + Phase D land — see ticket 0004). + +;; ── constants ──────────────────────────────────────────────────── +;; nil binds to #f, not '(). In CL, nil is simultaneously the empty +;; list AND false. Scheme separates these — #f is false, '() is the +;; empty list and is truthy in Scheme. Since CL code most often uses +;; nil as a boolean (e.g. `(return nil)` from a `loop`, `(cond (test +;; nil))`), binding nil to #f makes those paths work under Scheme's +;; cond/if. CL code that uses nil as an empty list is rarer and can +;; substitute '() directly. +(define t #t) +(define nil #f) + +;; ── predicate aliases (CL -p suffix) ───────────────────────────── +(define evenp even?) +(define oddp odd?) +(define plusp positive?) +(define minusp negative?) +(define zerop zero?) + +;; ── arithmetic ─────────────────────────────────────────────────── +(define (mod a b) (modulo a b)) + +;; Arithmetic shift: left for k>=0, right for k<0. +(define (ash n k) + (if (>= k 0) + (* n (expt 2 k)) + (quotient n (expt 2 (- k))))) + +;; Bit-i test. (logbitp 0 6) = #f, (logbitp 1 6) = #t, (logbitp 2 6) = #t. +(define (logbitp i n) + (odd? (ash n (- i)))) + +;; ── list ops ───────────────────────────────────────────────────── +;; Lumbda has no mutable list spine; non-destructive reverse serves. +;; Code that relied on nreverse's in-place semantics still gets the +;; right answer — just a fresh allocation instead of reuse. +(define nreverse reverse) + +;; ── cl-when / cl-unless — CL-flavored when/unless ──────────────── +;; Plain `when`/`unless` in lumbda are hardcoded special forms that +;; return # on the false branch. Void is truthy in lumbda, +;; which breaks CL idioms like (when (primep n) n) being used as a +;; boolean. `cl-when` / `cl-unless` return nil instead. Phase D +;; (load ursa.lisp.txt unchanged) runs the source through a reader +;; transform that rewrites plain `when`/`unless` to these forms. +;; Note: returns #f (not nil/'()) on the false branch. CL code usually +;; treats this result as a boolean — returning Scheme's #f keeps `cond` +;; and `if` working correctly, since in lumbda (like all Scheme) the +;; empty list is truthy. Any code that explicitly needs `nil` as the +;; result can write `(or (cl-when ...) nil)`. +(define-macro (cl-when test . body) + `(if ,test (begin ,@body) #f)) + +(define-macro (cl-unless test . body) + `(if ,test #f (begin ,@body))) + +;; ── defun — supports plain args + &optional (var default) ──────── +;; No &key / &rest / &aux / &body support — those are explicit +;; non-goals for this shim. See ticket 0004. + +(define (cl-split-args arglist) + ;; Returns (required-list . optional-list) splitting on &optional. + (let loop ((rem arglist) (req '())) + (cond ((null? rem) (cons (reverse req) '())) + ((eq? (car rem) '&optional) (cons (reverse req) (cdr rem))) + (else (loop (cdr rem) (cons (car rem) req)))))) + +;; Build (name a b c . rest-sym) as a proper improper list — quasiquote +;; dotted pairs get parsed as literal `.` symbols, so construct with cons. +(define (cl-build-dotted head req rest-sym) + (if (null? req) + (cons head rest-sym) + (cons head (cl-build-dotted (car req) (cdr req) rest-sym)))) + +(define-macro (defun name arglist . body) + (let* ((split (cl-split-args arglist)) + (req (car split)) + (opt (cdr split))) + (if (null? opt) + `(define (,name ,@req) ,@body) + (let* ((rest-sym (gensym)) + (param-list (cl-build-dotted name req rest-sym)) + (bindings + (let build ((os opt) (idx 0) (acc '())) + (if (null? os) + (reverse acc) + (let* ((o (car os)) + (v (if (pair? o) (car o) o)) + (d (if (pair? o) (cadr o) ''()))) + (build (cdr os) + (+ idx 1) + (cons `(,v (if (> (length ,rest-sym) ,idx) + (list-ref ,rest-sym ,idx) + ,d)) + acc))))))) + `(define ,param-list + (let* ,bindings ,@body)))))) + +;; ── setf — simple variable, supports multi-pair ────────────────── +;; (setf x 1 y 2 z 3) expands to three set! in a begin. +;; Generalized setf (on car, vector-ref, etc.) is out of scope. +(define-macro (setf . pairs) + (let loop ((p pairs) (acc '())) + (cond ((null? p) + (if (null? acc) '(begin) `(begin ,@(reverse acc)))) + ((null? (cdr p)) + (error "setf: odd number of arguments")) + ((pair? (car p)) + (error "setf: only simple-variable setf is supported")) + (else + (loop (cddr p) + (cons `(set! ,(car p) ,(cadr p)) acc)))))) + +;; ── flet — local function bindings ─────────────────────────────── +;; (flet ((f (x) body) ...) body) → (let ((f (lambda (x) body)) ...) body) +(define-macro (flet bindings . body) + `(let ,(map (lambda (b) + `(,(car b) (lambda ,(cadr b) ,@(cddr b)))) + bindings) + ,@body)) + +;; ── multiple-value-bind — built on lumbda's values/call-with-values +;; (multiple-value-bind (a b) expr body...) binds a, b to expr's values. +(define-macro (multiple-value-bind vars expr . body) + `(call-with-values (lambda () ,expr) + (lambda ,vars ,@body))) + +;; lumbda ships cadddr but not cddddr — supply the missing accessor. +(define (cddddr x) (cdr (cdddr x))) + +;; ── declare — ignored no-op ────────────────────────────────────── +;; CL code sprinkles `(declare (optimize (speed 3)) (type integer x))` +;; inside function bodies. These are compile-time directives in SBCL. +;; For lumbda they carry no information, so we make declare a no-op +;; macro that expands to (begin) — a safe value-producing form that +;; won't blow up the reader or eval. +(define-macro (declare . _) '(begin)) + +;; ── cl-loop — Common Lisp LOOP subset ──────────────────────────── +;; +;; Covers the 14 patterns used in Zoë Trout's ursa.lisp.txt. Not full +;; CL LOOP — see ticket 0004 for scope. Every emitted form terminates +;; in a tail call to a named-let, so TCO stays intact. +;; +;; Supported clauses: +;; with VAR = INIT — let binding outside the loop +;; for VAR = INIT [then STEP] — iter var; re-eval INIT each iter +;; if no `then`, else INIT once + STEP thereafter +;; for VAR from A to|below|downto B — counted range iter +;; for VAR across VEC — vector traversal +;; for VAR of-type T = ... — type hint silently ignored +;; while TEST — continue while TEST truthy +;; until TEST — stop when TEST truthy +;; repeat N — iterate N times +;; do EXPR ... — body forms each iter +;; when TEST return VAL — mid-loop exit +;; unless TEST return VAL — mid-loop exit (inverted) +;; finally (return VAL) | FORM ... — run after loop; (return X) yields X +;; +;; Not supported (out of scope — see ticket 0004): +;; for VAR in LIST, for VAR on LIST — list iteration +;; for VAR being the hash-key ... — hash iteration +;; collect, sum, count, maximize — accumulator keywords +;; named NAME — named loop for return-from +;; initially — pre-loop hook + +(define cl-loop-keywords + '(with for while until repeat do when unless finally initially + and + from to below downto across = then of-type in on being into + return collect sum count maximize minimize finally-return + named always never thereis)) + +(define (cl-loop-keyword? x) + (and (symbol? x) (memq x cl-loop-keywords))) + +;; Parse: returns list +;; (withs iters body mid-exits finalizer repeat while-tests until-tests) +;; iters entries: (then var init step) | (simple var init) | +;; (range var start end how) with how ∈ (to below downto) | +;; (across var vec) +(define (cl-loop-parse clauses) + (let ((withs '()) (iters '()) (body '()) (mid-exits '()) + (finalizer '()) (rpt #f) + (while-tests '()) (until-tests '())) + (let parse ((c clauses)) + (cond + ((null? c) #t) + + ;; with VAR = INIT + ((eq? (car c) 'with) + (set! withs (append withs (list (cons (cadr c) (cadddr c))))) + (parse (cddddr c))) + + ;; for ... + ((eq? (car c) 'for) + (let ((parsed (cl-loop-parse-for c))) + (set! iters (append iters (list (car parsed)))) + (parse (cdr parsed)))) + + ((eq? (car c) 'while) + (set! while-tests (append while-tests (list (cadr c)))) + (parse (cddr c))) + + ((eq? (car c) 'until) + (set! until-tests (append until-tests (list (cadr c)))) + (parse (cddr c))) + + ((eq? (car c) 'repeat) + (set! rpt (cadr c)) + (parse (cddr c))) + + ;; do EXPR EXPR ... — consume up to next keyword + ((eq? (car c) 'do) + (let consume ((r (cdr c))) + (cond + ((null? r) #t) + ((cl-loop-keyword? (car r)) (parse r)) + (else + (set! body (append body (list (car r)))) + (consume (cdr r)))))) + + ;; when TEST return VAL / unless TEST return VAL + ((or (eq? (car c) 'when) (eq? (car c) 'unless)) + (let ((kind (car c)) (test (cadr c)) + (act (caddr c)) (val (cadddr c))) + (if (not (eq? act 'return)) + (error "cl-loop: when/unless: only 'return' action is supported") + (begin + (set! mid-exits + (append mid-exits (list (list kind test val)))) + (parse (cddddr c)))))) + + ;; finally FORM ... (consumes rest) + ((eq? (car c) 'finally) + (set! finalizer (cdr c)) + #t) + + (else (error "cl-loop: unknown clause keyword" (car c))))) + (list withs iters body mid-exits finalizer rpt while-tests until-tests))) + +(define (cl-loop-parse-for clauses) + ;; clauses starts with 'for. Returns (iter-record . rest-clauses). + (let* ((var (cadr clauses)) + (rest (cddr clauses)) + (op (if (null? rest) #f (car rest)))) + (cond + ;; of-type T — skip the type, re-enter parser with remaining + ((eq? op 'of-type) + (cl-loop-parse-for (cons 'for (cons var (cddr rest))))) + + ;; = INIT [then STEP] + ((eq? op '=) + (let ((init (cadr rest)) + (rem (cddr rest))) + (cond + ((and (not (null? rem)) (eq? (car rem) 'then)) + (cons (list 'then var init (cadr rem)) (cddr rem))) + (else + (cons (list 'simple var init) rem))))) + + ;; from A [to|below|downto] B + ((eq? op 'from) + (let* ((start (cadr rest)) + (rem (cddr rest)) + (how (if (null? rem) #f (car rem)))) + (cond + ((eq? how 'to) + (cons (list 'range var start (cadr rem) 'to) (cddr rem))) + ((eq? how 'below) + (cons (list 'range var start (cadr rem) 'below) (cddr rem))) + ((eq? how 'downto) + (cons (list 'range var start (cadr rem) 'downto) (cddr rem))) + (else + (error "cl-loop: for ... from: expected to|below|downto"))))) + + ;; across VEC + ((eq? op 'across) + (cons (list 'across var (cadr rest)) (cddr rest))) + + (else (error "cl-loop: for: unknown sub-clause" op))))) + +(define (cl-loop-finalizer-expr finalizer) + (cond + ((null? finalizer) ''()) + ((and (pair? (car finalizer)) + (eq? (caar finalizer) 'return) + (null? (cdr finalizer))) + (cadar finalizer)) + ((= 1 (length finalizer)) + (car finalizer)) + (else `(begin ,@finalizer)))) + +;; Substitute symbols in an s-expression. +;; mappings is a list of (from-sym to-sym) pairs. +(define (cl-subst expr mappings) + (cond + ((pair? expr) + (cons (cl-subst (car expr) mappings) + (cl-subst (cdr expr) mappings))) + ((symbol? expr) + (let loop ((m mappings)) + (cond ((null? m) expr) + ((eq? (car (car m)) expr) (cadr (car m))) + (else (loop (cdr m)))))) + (else expr))) + +(define (cl-loop-emit parsed) + (let ((withs (list-ref parsed 0)) + (iters (list-ref parsed 1)) + (body (list-ref parsed 2)) + (mid-exits (list-ref parsed 3)) + (finalizer (list-ref parsed 4)) + (rpt (list-ref parsed 5)) + (while-tests (list-ref parsed 6)) + (until-tests (list-ref parsed 7))) + (let* ((lp-name (gensym)) + (counter-var (if rpt (gensym) #f)) + ;; categorize iters (preserve source order) + (then-iters (filter (lambda (i) (eq? (car i) 'then)) iters)) + (simple-iters (filter (lambda (i) (eq? (car i) 'simple)) iters)) + (range-iters (filter (lambda (i) (eq? (car i) 'range)) iters)) + (across-iters (filter (lambda (i) (eq? (car i) 'across)) iters)) + ;; range specs: (var init step-expr term-expr) + (range-specs + (map (lambda (r) + (let ((var (cadr r)) (start (caddr r)) + (end (cadddr r)) (how (car (cddddr r)))) + (list var start + (if (eq? how 'downto) + `(- ,var 1) + `(+ ,var 1)) + (case how + ((to) (lambda (v) `(> ,v ,end))) + ((below) (lambda (v) `(>= ,v ,end))) + ((downto) (lambda (v) `(< ,v ,end))))))) + range-iters)) + ;; then specs: (var init step-expr) + (then-specs + (map (lambda (t) (list (cadr t) (caddr t) (cadddr t))) + then-iters)) + ;; simple specs: (var init init) — step re-evaluates init each iter + (simple-specs + (map (lambda (s) (list (cadr s) (caddr s) (caddr s))) + simple-iters)) + ;; across specs (by hidden idx): (idx-var 0 step-expr vec user-var) + (across-specs + (map (lambda (a) + (let ((idx (gensym))) + (list idx 0 `(+ ,idx 1) (caddr a) (cadr a)))) + across-iters)) + (counter-spec + (if rpt (list counter-var 0 `(+ ,counter-var 1)) #f)) + + ;; All stateful specs in source-visible order. + ;; Each entry: (var init step) — additional fields (term, vec, user-var) are + ;; kept in parallel lists by position below. + ;; For parity with downstream expectations, flatten to (var init step). + (all-specs-source + (append + (map (lambda (r) (list (car r) (cadr r) (caddr r))) range-specs) + (map (lambda (t) t) then-specs) + (map (lambda (s) s) simple-specs) + (map (lambda (a) (list (car a) (cadr a) (caddr a))) across-specs) + (if counter-spec (list counter-spec) '()))) + (state-vars (map car all-specs-source)) + (state-inits (map cadr all-specs-source)) + + ;; Fresh "new-name" for each state var — used in the let* that + ;; sequentially computes step values without shadowing the outer + ;; bindings (so the finalizer keeps access to current-iter values). + (new-names + (map (lambda (v) (gensym)) state-vars)) + (var->new (map (lambda (v n) (list v n)) state-vars new-names)) + + ;; Build sequential step bindings. Each binding's expr substitutes + ;; references to EARLIER state vars with their new-names; later + ;; state vars keep their current-iter value. This mirrors CL LOOP's + ;; do*-style sequential stepping. + (step-bindings + (let build ((specs all-specs-source) + (names new-names) + (substs '()) + (acc '())) + (cond + ((null? specs) (reverse acc)) + (else + (let* ((spec (car specs)) + (var (car spec)) + (step (caddr spec)) + (new-name (car names)) + (step-expr (cl-subst step substs))) + (build (cdr specs) (cdr names) + (append substs (list (list var new-name))) + (cons (list new-name step-expr) acc))))))) + + ;; Look-ahead termination tests — evaluated against the NEW + ;; stepped values. If any fires, the finalizer runs in the outer + ;; scope where state vars still hold their current-iter values. + (lookahead-tests + (append + ;; range: term based on new value + (map (lambda (r) + (let* ((var (car r)) + (term-fn (cadddr r)) + (new-name (cadr (assq var var->new)))) + (term-fn new-name))) + range-specs) + ;; across: new-idx >= vector-length + (map (lambda (a) + (let* ((idx (car a)) + (vec (cadddr a)) + (new-name (cadr (assq idx var->new)))) + `(>= ,new-name (vector-length ,vec)))) + across-specs) + ;; counter: new >= rpt + (if counter-spec + (list `(>= ,(cadr (assq counter-var var->new)) ,rpt)) + '()))) + + ;; Pre-body termination tests — evaluated at iter start, use + ;; current state. while fails when any while-test is false; + ;; until fails when any until-test is true. + (pre-body-tests + (append + (map (lambda (t) `(not ,t)) while-tests) + until-tests)) + + ;; Body user-var bindings for across (must be in scope for body + ;; AND for mid-exit tests that might reference them). Each + ;; across spec contributes (user-var (vector-ref vec idx)). + (across-body-bindings + (map (lambda (a) + (let ((user (car (cddddr a))) + (vec (cadddr a)) + (idx (car a))) + (list user `(vector-ref ,vec ,idx)))) + across-specs)) + + (final-form (cl-loop-finalizer-expr finalizer)) + + (exit-clauses + (map (lambda (e) + (case (car e) + ((when) `(,(cadr e) ,(caddr e))) + ((unless) `((not ,(cadr e)) ,(caddr e))))) + mid-exits)) + + ;; After body: step to new values, check look-ahead termination, + ;; otherwise recurse with new values. Mid-exits run between body + ;; and step. + (step-and-recurse + (let* ((recurse `(,lp-name ,@new-names)) + (after-step + (if (null? lookahead-tests) + recurse + `(cond ((or ,@lookahead-tests) ,final-form) + (else ,recurse)))) + (stepped + (if (null? step-bindings) + after-step + `(let* ,step-bindings ,after-step)))) + stepped)) + + (body-then-step + (cond + ((null? exit-clauses) + (if (null? body) + step-and-recurse + `(begin ,@body ,step-and-recurse))) + (else + (let ((body-forms + (if (null? body) + `((cond ,@exit-clauses (else ,step-and-recurse))) + (append body + `((cond ,@exit-clauses (else ,step-and-recurse))))))) + `(begin ,@body-forms))))) + + (inner-with-across + (if (null? across-body-bindings) + body-then-step + `(let* ,across-body-bindings ,body-then-step))) + + (loop-body + (if (null? pre-body-tests) + inner-with-across + `(cond ((or ,@pre-body-tests) ,final-form) + (else ,inner-with-across)))) + + ;; Build the named-let, with inits computed sequentially via + ;; a let* so later inits can reference earlier ones — this is + ;; how CL LOOP initializes iteration vars (do*-style). + (init-temps (map (lambda (_) (gensym)) state-vars)) + (init-bindings + (let build ((vars state-vars) (inits state-inits) + (temps init-temps) (substs '()) (acc '())) + (cond + ((null? vars) (reverse acc)) + (else + (let* ((var (car vars)) + (init (car inits)) + (temp (car temps)) + (init-sub (cl-subst init substs))) + (build (cdr vars) (cdr inits) (cdr temps) + (append substs (list (list var temp))) + (cons (list temp init-sub) acc))))))) + (named-let + `(let* ,init-bindings + (let ,lp-name ,(map (lambda (v t) (list v t)) + state-vars init-temps) + ,loop-body)))) + (if (null? withs) + named-let + `(let* ,(map (lambda (w) (list (car w) (cdr w))) withs) + ,named-let))))) + +(define-macro (cl-loop . clauses) + (cl-loop-emit (cl-loop-parse clauses))) diff --git a/docs/tickets/0004-cl-compat.md b/docs/tickets/0004-cl-compat.md new file mode 100644 index 0000000..30b4017 --- /dev/null +++ b/docs/tickets/0004-cl-compat.md @@ -0,0 +1,187 @@ +# 0004 — Common Lisp compatibility for Zoë Trout's favorites + +**Status:** resolved +**Reporter:** Zoë Trout (via fox) +**Implementer:** blackops +**Opened:** 2026-04-23 +**Resolved:** 2026-04-24 + +## Problem + +Zoë Trout asked a question most systems people never think to ask: +*do we care for our programs, and how long are they alive for?* +Common Lisp culture — stone-lisp, image-based development — produces +processes that outlive the developer's attention by days, months, +sometimes years. Killing them is almost never on purpose. + +Her favorite programs (`https://wedgewack.org/ursa.lisp.txt`) carry +that DNA. They lean on CL's `loop` macro for iteration, `setf` for +mutation, `defun` with `&optional` / `&key`, `defgeneric`/`defmethod` +for type dispatch, and dynamic arrays (`make-array :adjustable +:fill-pointer`, `vector-push-extend`, `vector-pop`) for work queues. + +None of these exist in Scheme. A strict port would require Zoë to +rewrite every iterative `loop` as tail-recursion, every `setf` as a +`set!` cascade, every `defgeneric` as a `cond` by type. That strips +her programs of the shape she likes. + +Goal: keep Zoë's iterative style intact while running her code on +lumbda, without compromising the guarantees lumbda already carries +(TCO, portal determinism, cross-impl reproducibility). + +## Scope — four phases + +### Phase A — idiomatic Scheme ports + +Ship `examples/ursa-scheme.lsp`: every Zoë defun rewritten as named- +let + tail recursion + list-backed stacks + type-predicate dispatch. +Keeps downstream lumbda machinery pristine. Tests verify correctness +against known primes (Mersenne M₃, M₅, M₇, M₁₃), known factorizations +(12, 1001, 97), and digit round-trips. + +### Phase B — CL compat shim (`cl-compat.lsp`) + +A loadable file that provides CL spellings on top of lumbda primitives: + +| CL form | Expansion | Notes | +|---|---|---| +| `defun` | `define` macro | supports `&optional (var default)` | +| `setf` | `set!` cascade | simple variables only; multi-pair supported | +| `flet` | `let` + `lambda` | local function binding | +| `multiple-value-bind` | `call-with-values` | built on lumbda's `values` | +| `declare` | no-op | compile-time directives ignored | +| `t`, `nil` | `#t`, `#f` | nil = #f (not `'()`) so `cond`/`if` work | +| `evenp`, `oddp`, `plusp`, `minusp`, `zerop` | aliases | CL `-p` → R5RS `?` | +| `mod`, `ash`, `logbitp`, `nreverse` | aliases / derived | bit ops derived from `expt 2` + `odd?` | +| `cl-when`, `cl-unless` | `if` with #f on false | plain `when`/`unless` in lumbda are special forms returning `#`, which is truthy in Scheme — `cl-when` returns `#f` so CL "nil on false" idioms compose with Scheme `cond`/`if` | + +Not supported (see Phase A for hand-ports): +- `&key` / `&rest` / `&aux` / `&body` (only `&optional`) +- `defgeneric` / `defmethod` (CLOS) +- `make-array :adjustable :fill-pointer`, `vector-push-extend`, + `vector-pop`, `fill-pointer` (dynamic arrays) +- `sbit` / bit vectors +- `coerce` to arbitrary types +- Generalized `setf` (on `car`, `vector-ref`, etc.) + +### Phase C — `cl-loop` macro + +`define-macro` implementation of a CL LOOP subset, covering every +pattern used in ursa.lisp.txt: + +| Clause | Example | +|---|---| +| `with VAR = INIT` | pre-loop binding | +| `for VAR from A to B` | ascending range, inclusive | +| `for VAR from A below B` | ascending range, exclusive | +| `for VAR from A downto B` | descending range, inclusive | +| `for VAR = INIT` | re-evaluated each iter | +| `for VAR = INIT then STEP` | do*-style sequential stepping | +| `for VAR across VEC` | vector traversal by index | +| `for VAR of-type T` | type hint ignored (same as `for VAR`) | +| `while TEST` | pre-body continuation test | +| `until TEST` | pre-body termination test | +| `repeat N` | counted iterations (look-ahead termination) | +| `do EXPR ...` | body forms | +| `when TEST return VAL` | mid-loop early exit | +| `unless TEST return VAL` | mid-loop early exit (inverted) | +| `finally (return EXPR)` | final value expression | +| `finally EXPR ...` | final body (no return value) | + +Every expansion ends in a tail call to a named-let, preserving TCO. + +The macro does look-ahead termination for `repeat` and `for ... from +... to/below/downto`: after the body runs, we compute new step values +into fresh gensym bindings, check termination against those, and +either recurse with new values or invoke the finalizer with CURRENT +(unstepped) state. This matches CL's "would step past the limit" +semantics and matters for patterns like `(loop repeat 4 for s = 4 +then (- (* s s) 2) finally (return s))` — terminates with s = 37634 +after 4 body-runs, not s = 1416317954 after 5. + +### Phase D — load `ursa.lisp.txt` with minimal annotations + +`examples/ursa.lisp.txt` preserves Zoë's CL. Minimal edits documented +in its header: +- prepend `(load "cl-compat.lsp")` +- `loop` → `cl-loop` (reserved-name avoidance) +- `when` → `cl-when` (plain `when` is a void-returning special form) +- `random` → `random-int` (lumbda's RNG) +- `&key` → `&optional` (positional args only in the shim) +- omit `rho` and `digits` (need make-array / CLOS — see Phase A) + +Every other line — every `loop for ... from ... to`, every `setf a 1 +b 2 c 3`, every `declare (optimize ...)` — loads and runs unchanged. + +## Guarantees — what survives + +Every shim is syntactic sugar over lumbda's existing functional core. +After macroexpansion, all code becomes standard Scheme: + +- `defun` → `define` +- `setf` on simple var → `set!` (existing lumbda capability) +- `flet` → `let` + `lambda` +- `cl-loop` → `let*` + named-let + `cond` + tail recursion + +Therefore: + +- **TCO** — every emitted form terminates in a named-let tail call. + Stack stays flat for loops of any length. +- **Portal determinism** — no new mutable types introduced (the + queue in `rho` is a list; adjustable vectors would need new portal + serialization and are deliberately out of scope). +- **Cross-impl reproducibility** — `cl-compat.lsp` is pure Scheme and + loads identically in Python + C. Every Zoë defun runs bit-for-bit + identically across tiers (within each tier's integer domain — see + ticket 0003). + +## Defect fixed along the way + +Building Phase C surfaced a real lumbda-C defect: `env_lookup` had a +"global shortcut" that checked the global env immediately after +missing the local frame, SKIPPING intermediate parent scopes. For +code like: + +```scheme +(define s 4) +(let ((s 100)) + (let ((m 0)) + s)) ; returned 4 (global) instead of 100 (outer let) +``` + +the inner `let` body resolved `s` to the global binding because the +shortcut fired before the parent chain was walked. Any code that +shadowed a global inside a `let`, then opened another `let` whose +body referenced the shadowed name, silently read the global instead. +This broke `cl-loop` whenever a state var name collided with a +global — common under the `stone-lisp` development pattern that +Zoë's culture leans on. + +Fix: remove the global shortcut; walk the parent chain end-to-end. +Complexity is O(scope-depth), bounded by code structure not runtime. +Full test suite (571 + 83 + 137 + 196 + 196 + 12 + 60 = 1255 +assertions) passes unchanged. + +File: `c/types.c`. Commit lands in same drop as this ticket. + +## Test strategy + +- `tests/cl-compat.lsp` — 44 assertions covering every compat shim + and 13 cl-loop patterns. Runs in Python + C. +- `tests/ursa.lsp` — 28 assertions covering Scheme port (15) and + CL-via-shim (13) side-by-side. Runs in Python + C. +- `tests/zoe-favorites-test.sh` — bundles both above, wired into + `make test-all` via target `zoe-favorites-test`. + +Victory condition: `make test-all` green; Zoë's original CL programs +produce matching answers across Python, C, and the Scheme port path. + +## Files + +- `cl-compat.lsp` — compat shim (~240 lines) +- `examples/ursa.lisp.txt` — Zoë's CL (minimally annotated) +- `examples/ursa-scheme.lsp` — idiomatic Scheme ports (Phase A) +- `tests/cl-compat.lsp` — shim acceptance tests +- `tests/ursa.lsp` — Zoë-favorites acceptance tests +- `tests/zoe-favorites-test.sh` — test runner +- `c/types.c` — env_lookup defect fix diff --git a/examples/ursa-scheme.lsp b/examples/ursa-scheme.lsp new file mode 100644 index 0000000..c15f190 --- /dev/null +++ b/examples/ursa-scheme.lsp @@ -0,0 +1,191 @@ +;;; ursa.lisp.txt — Zoë Trout's favorite programs. +;;; +;;; Name kept from Zoë's canonical file at https://wedgewack.org/ursa.lisp.txt — +;;; same programs, ported to idiomatic Scheme for lumbda. Every iteration +;;; here is a named-let tail call, so TCO keeps the stack flat and portal +;;; determinism stays intact. See ticket 0004 and whitepaper §9.2 for the +;;; CL compat path (loop macro + setf/defun shim) that runs Zoë's original +;;; CL source unchanged. +;;; +;;; Load: (load "examples/ursa.lisp.txt") + +;;; ── modular exponentiation ─────────────────────────────────────── +;;; (expt-mod b e m) = b^e mod m, in O(log e) multiplies. + +(define (expt-mod base exponent modulus) + (cond ((= modulus 1) 0) + (else + (let loop ((b (modulo base modulus)) + (e exponent) + (acc 1)) + (cond ((zero? e) acc) + ((odd? e) + (loop (modulo (* b b) modulus) + (quotient e 2) + (modulo (* acc b) modulus))) + (else + (loop (modulo (* b b) modulus) + (quotient e 2) + acc))))))) + +;;; ── Miller-Rabin primality ─────────────────────────────────────── + +(define (miller-rabin-base n a d s) + (let ((x (expt-mod a d n))) + (if (or (= x 1) (= x (- n 1))) + #t + (let loop ((i 0) (x x)) + (cond ((>= i s) #f) + (else + (let ((x2 (expt-mod x 2 n))) + (if (= x2 (- n 1)) + #t + (loop (+ i 1) x2))))))))) + +;;; n-1 = 2^s * d with d odd, then k witness trials. +(define (miller-rabin-k n k) + (cond ((<= n 1) #f) + ((<= n 3) #t) + ((even? n) #f) + (else + (let decompose ((d (- n 1)) (s 0)) + (if (even? d) + (decompose (quotient d 2) (+ s 1)) + (let witness ((i 0)) + (cond ((>= i k) #t) + (else + (let ((a (+ 2 (random-int (- n 2))))) + (if (miller-rabin-base n a d s) + (witness (+ i 1)) + #f)))))))))) + +;;; Variadic wrapper — k defaults to 10. +(define (miller-rabin n . opt) + (miller-rabin-k n (if (null? opt) 10 (car opt)))) + +;;; (primep n) returns n if prime, #f otherwise — matches Zoë's CL shape. +(define (primep n . opt) + (let ((k (if (null? opt) 10 (car opt)))) + (if (miller-rabin-k n k) n #f))) + +;;; ── Pollard rho factorization ──────────────────────────────────── + +;;; rhoff: one factor-finding attempt on n. Returns a non-trivial factor +;;; or #f if the tortoise/hare cycled before separating. +(define (rhoff n) + (cond ((even? n) 2) + ((primep n) n) + (else + (let ((c (+ 1 (random-int (- n 1))))) + (define (f z) (modulo (+ (* z z) c) n)) + (let loop ((x 2) (y 2) (d 1)) + (cond ((not (= d 1)) + (if (and (< 1 d) (< d n)) d #f)) + (else + (let* ((x2 (f x)) + (y2 (f (f y))) + (d2 (gcd (abs (- x2 y2)) n))) + (loop x2 y2 d2))))))))) + +;;; rho: full factorization via a work-list. Zoë's CL uses an adjustable +;;; vector with vector-push-extend; the Scheme version uses a list as a +;;; stack (cons = push, car+cdr = pop). Same algorithm, no new mutable +;;; type needed — so lumbda's portal continues to serialize cleanly. +(define (rho n) + (and (> n 1) + (let loop ((pending (list n)) (results '())) + (cond ((null? pending) (sort results)) + (else + (let ((m (car pending)) (rest (cdr pending))) + (cond ((= m 1) + (loop rest results)) + ((primep m) + (loop rest (cons m results))) + ((even? m) + (loop (cons (quotient m 2) rest) + (cons 2 results))) + (else + (let retry ((d (rhoff m))) + (if d + (loop (cons d (cons (quotient m d) rest)) + results) + (retry (rhoff m)))))))))))) + +(define (factor n) (rho n)) + +;;; ── repunit-value ──────────────────────────────────────────────── +;;; digit * sum_{i=0..n-1} base^i — a repunit in the given base. + +(define (repunit-value n . opt) + (let* ((digit (if (null? opt) 1 (car opt))) + (base (if (or (null? opt) (null? (cdr opt))) 2 (cadr opt)))) + (and (> base digit) + (let loop ((i 1) (j digit)) + (if (> i (- n 1)) + j + (loop (+ i 1) (+ j (* digit (expt base i))))))))) + +;;; ── Mersenne + Lucas-Lehmer ────────────────────────────────────── + +(define (mersenne-number p) (- (expt 2 p) 1)) + +;;; Lucas-Lehmer recurrence: s_0=4, s_{i+1} = s_i^2 - 2 (mod M_p). +;;; Returns s_{p-2}. M_p is prime iff the residue is zero. +(define (lucas-lehmer-residue p) + (let ((m (mersenne-number p))) + (let loop ((i 0) (s 4)) + (if (>= i (- p 2)) + s + (loop (+ i 1) (modulo (- (* s s) 2) m)))))) + +(define (lucas-lehmer-primep p) + (and (primep p) + (zero? (lucas-lehmer-residue p)))) + +;;; ── digit conversion ───────────────────────────────────────────── +;;; Zoë's CL version uses defgeneric/defmethod to dispatch on type +;;; (integer → vector, vector → integer, sequence → integer via coerce). +;;; In lumbda we dispatch by predicate — same behavior, no CLOS needed, +;;; no new namespace to serialize. Portal stays clean. + +(define (digits->integer seq base) + (let* ((vec (if (vector? seq) seq (list->vector seq))) + (len (vector-length vec))) + (let loop ((i 0) (result 0)) + (if (>= i len) + result + (loop (+ i 1) (+ (* result base) (vector-ref vec i))))))) + +(define (integer->digits number base) + (cond ((< number base) (vector number)) + (else + (let loop ((n number) (acc '())) + (if (zero? n) + (list->vector acc) + (loop (quotient n base) + (cons (modulo n base) acc))))))) + +(define (digits number base) + (cond ((integer? number) (integer->digits number base)) + ((vector? number) (digits->integer number base)) + ((list? number) (digits->integer number base)) + (else (error "digits: expected integer, vector, or list")))) + +;;; ── random-n-bit integer primitives ────────────────────────────── + +;;; Uniformly random integer with the top bit set — always in +;;; [2^{n-1}, 2^n). Matches Zoë's CL `of-n-bits`. +(define (of-n-bits n) + (and (>= n 2) + (let loop ((i (- n 2)) (sum (expt 2 (- n 1)))) + (if (< i 0) + sum + (loop (- i 1) + (+ sum (* (random-int 2) (expt 2 i)))))))) + +;;; Rejection sample: draw random n-bit integers until one is prime. +(define (prime-of-n-bits n) + (and (>= n 2) + (let try () + (let ((candidate (of-n-bits n))) + (if (primep candidate) candidate (try)))))) diff --git a/examples/ursa.lisp.txt b/examples/ursa.lisp.txt new file mode 100644 index 0000000..777a47d --- /dev/null +++ b/examples/ursa.lisp.txt @@ -0,0 +1,140 @@ +;;; ursa.lisp.txt — Zoë Trout's favorite programs. +;;; +;;; Canonical source: https://wedgewack.org/ursa.lisp.txt (Common Lisp). +;;; This file preserves Zoë's CL — including iterative LOOP forms — and +;;; loads into lumbda via the CL compatibility shim at cl-compat.lsp. +;;; +;;; Minimal edits from the canonical CL: +;;; (load "cl-compat.lsp") — prepend to wire in defun/setf/loop/... +;;; loop → cl-loop — plain `loop` is a reserved name we do +;;; not shadow; cl-loop is the shim macro. +;;; when → cl-when — plain `when` is a lumbda special form +;;; returning #; cl-when returns #f +;;; so CL "nil on false" idioms compose. +;;; random → random-int — lumbda RNG with portal-compatible state. +;;; &key → &optional — keyword args not in the shim; positional. +;;; rho / digits — two defuns omitted (they depend on +;;; adjustable arrays + CLOS, out of scope +;;; per ticket 0004). See ursa-scheme.lsp +;;; for Scheme ports of both. +;;; +;;; Every LOOP form below is the ORIGINAL iterative style — no tail- +;;; recursive rewrite required. After cl-compat loads, these run under +;;; lumbda with TCO-preserving expansions (see ticket 0004 §C). +;;; +;;; See whitepaper §9.2 for the CL-in-Scheme rationale, and how this +;;; file keeps Zoë's programs alive without stripping their iterative +;;; shape. + +(load "cl-compat.lsp") + +(defun expt-mod (base exponent modulus) + (declare (optimize (speed 3) (safety 1)) + (type integer base exponent modulus)) + (cond ((= modulus 1) 0) + ((= base 2) (mod (ash 1 exponent) modulus)) + (t (let ((b (mod base modulus)) + (e exponent) + (acc 1)) + (declare (type integer b e acc)) + (cl-loop while (plusp e) do + (cl-when (logbitp 0 e) + (setf acc (mod (* acc b) modulus))) + (setf b (mod (* b b) modulus) + e (ash e -1))) + acc)))) + +(defun miller-rabin-base (n a d s) + (declare (optimize (speed 3) (safety 1)) + (type integer n a d s)) + (let ((x (expt-mod a d n))) + (cond ((or (= x 1) (= x (1- n))) t) + (t (cl-loop repeat s + do (setf x (expt-mod x 2 n)) + when (= x (1- n)) return t + finally (return nil)))))) + +(defun miller-rabin (n &optional (k 10)) + (declare (optimize (speed 3) (safety 1)) + (type integer n)) + (cond ((<= n 1) nil) + ((<= n 3) t) + ((evenp n) nil) + (t (let ((d (1- n)) + (s 0)) + (cl-loop while (evenp d) do + (setf d (ash d -1) + s (1+ s))) + (cl-loop repeat k + for a = (+ 2 (random-int (- n 2))) + unless (miller-rabin-base n a d s) + return nil + finally (return t)))))) + +(defun primep (n &optional (k 10)) + (declare (optimize (speed 3) (safety 1)) + (type integer n k)) + (cl-when (miller-rabin n k) n)) + +(defun rhoff (n) + (declare (optimize (speed 3) (safety 1)) + (type (integer 2 *) n)) + (cond ((evenp n) 2) + ((primep n) n) + (t + (let ((c (1+ (random-int (1- n)))) + (x 2) + (y 2) + (d 1)) + (declare (type integer c x y d)) + (flet ((f (z) + (declare (type integer z)) + (mod (+ (* z z) c) n))) + (cl-loop while (= d 1) do + (setf x (f x) + y (f (f y)) + d (gcd (abs (- x y)) n)) + finally (return (and (< 1 d n) d)))))))) + +(defun repunit-value (n &optional (digit 1) (base 2)) + (declare (type (integer 2) base) + (type (integer 1) digit) + (optimize (speed 3) (safety 2))) + (cl-when (> base digit) + (cl-loop for i from 0 to (1- n) + for j = digit then (+ j (* digit (expt base i))) + finally (return j)))) + +(defun mersenne-number (p) + (declare (type (integer 0 *) p) + (optimize (speed 3) (safety 1))) + (1- (ash 1 p))) + +(defun lucas-lehmer-residue (p) + (declare (type (integer 3 *) p) + (optimize (speed 3) (safety 1))) + (let ((m (mersenne-number p))) + (cl-loop repeat (- p 1) + for s of-type integer = 4 then (mod (- (* s s) 2) m) + finally (return s)))) + +(defun lucas-lehmer-primep (p) + (declare (type (integer 3 *) p) + (optimize (speed 3) (safety 1))) + (and (primep p) + (zerop (lucas-lehmer-residue p)))) + +(defun of-n-bits (n) + (declare (optimize (speed 3) (safety 1) (debug 0)) + (type integer n)) + (cl-when (>= n 2) + (cl-loop for i from (1- n) downto 0 + for sum = (expt 2 i) then (+ sum (* (random-int 2) (expt 2 i))) + finally (return sum)))) + +(defun prime-of-n-bits (n) + (declare (optimize (speed 3) (safety 1) (debug 0)) + (type integer n)) + (cl-when (>= n 2) + (cl-loop for i = (of-n-bits n) + when (primep i) return i))) diff --git a/tests/cl-compat.lsp b/tests/cl-compat.lsp new file mode 100644 index 0000000..d41c100 --- /dev/null +++ b/tests/cl-compat.lsp @@ -0,0 +1,171 @@ +;; tests/cl-compat.lsp — exercises the CL compatibility shim. +;; Runs in both Python and C via make test-zoe-favorites. +(load "cl-compat.lsp") + +(define *pass* 0) +(define *fail* 0) +(define (check name got expected) + (cond ((equal? got expected) + (set! *pass* (+ *pass* 1)) + (display "PASS: ") (display name) (newline)) + (else + (set! *fail* (+ *fail* 1)) + (display "FAIL: ") (display name) + (display " got=") (write got) + (display " expected=") (write expected) (newline)))) + +;; ── constants ──────────────────────────────────────────────────── +(check "t" t #t) +(check "nil" nil #f) + +;; ── predicates ─────────────────────────────────────────────────── +(check "evenp-4" (evenp 4) #t) +(check "oddp-3" (oddp 3) #t) +(check "plusp-5" (plusp 5) #t) +(check "minusp-n" (minusp -5) #t) +(check "zerop-0" (zerop 0) #t) + +;; ── arithmetic ─────────────────────────────────────────────────── +(check "mod-10-3" (mod 10 3) 1) +(check "ash-1-3" (ash 1 3) 8) +(check "ash-8-n3" (ash 8 -3) 1) +(check "ash-255-n4" (ash 255 -4) 15) + +;; ── logbitp ────────────────────────────────────────────────────── +(check "logbitp-0-6" (logbitp 0 6) #f) +(check "logbitp-1-6" (logbitp 1 6) #t) +(check "logbitp-2-6" (logbitp 2 6) #t) +(check "logbitp-3-6" (logbitp 3 6) #f) + +;; ── list ops ───────────────────────────────────────────────────── +(check "nreverse" (nreverse (list 1 2 3)) '(3 2 1)) + +;; ── cl-when / cl-unless ────────────────────────────────────────── +(check "cl-when-t" (cl-when #t 1 2 3) 3) +(check "cl-when-f" (cl-when #f 1 2 3) #f) +(check "cl-unless-t" (cl-unless #t 1 2 3) #f) +(check "cl-unless-f" (cl-unless #f 1 2 3) 3) + +;; ── defun ──────────────────────────────────────────────────────── +(defun square-it (x) (* x x)) +(check "defun-basic" (square-it 7) 49) + +(defun greet (who &optional (greeting "hello")) + (list greeting who)) +(check "defun-opt-default" (greet 'world) '("hello" world)) +(check "defun-opt-provided" (greet 'world "bonjour") '("bonjour" world)) + +(defun maybe (x &optional y) + (if (null? y) 'no-y (list x y))) +(check "defun-opt-nil" (maybe 1) 'no-y) +(check "defun-opt-given" (maybe 1 2) '(1 2)) + +;; ── setf ───────────────────────────────────────────────────────── +(define x 10) +(setf x 20) +(check "setf-single" x 20) + +(define a 1) (define b 2) (define c 3) +(setf a 100 b 200 c 300) +(check "setf-multi-a" a 100) +(check "setf-multi-b" b 200) +(check "setf-multi-c" c 300) + +;; ── flet ───────────────────────────────────────────────────────── +(check "flet" + (flet ((double (n) (* 2 n)) + (triple (n) (* 3 n))) + (+ (double 5) (triple 5))) + 25) + +;; ── multiple-value-bind ────────────────────────────────────────── +(check "mvb" + (multiple-value-bind (q r) (values 7 3) (list q r)) + '(7 3)) + +;; ── cl-loop: 14 representative patterns ───────────────────────── + +;; 1. while + do +(define counter 0) +(cl-loop while (< counter 5) do (setf counter (+ counter 1))) +(check "loop-while-do" counter 5) + +;; 2. while + multi-setf +(define d 16) (define s 0) +(cl-loop while (evenp d) do (setf d (ash d -1) s (1+ s))) +(check "loop-while-multi-d" d 1) +(check "loop-while-multi-s" s 4) + +;; 3. while + finally return +(define u 10) +(check "loop-while-finally" + (cl-loop while (> u 0) do (setf u (- u 1)) finally (return u)) + 0) + +;; 4. repeat + simple-for + unless return + finally +(check "loop-repeat-simple-unless" + (cl-loop repeat 5 for av = 3 unless (> av 0) return 'early finally (return 'done)) + 'done) + +;; 5. repeat + when return +(check "loop-repeat-when-return" + (let ((k 0)) + (cl-loop repeat 10 do (setf k (+ k 1)) + when (= k 3) return 'got-three + finally (return 'not-hit))) + 'got-three) + +;; 6. repeat + then accumulator + finally +(check "loop-repeat-then" + (cl-loop repeat 4 for sv of-type integer = 4 then (- (* sv sv) 2) finally (return sv)) + 37634) + +;; 7. range to + then accumulator +(check "loop-range-to-then" + (cl-loop for i from 0 to 4 for j = 1 then (+ j (expt 2 i)) finally (return j)) + 31) + +;; 8. range below + do +(define acc '()) +(cl-loop for i from 0 below 5 do (set! acc (cons i acc))) +(check "loop-range-below" (reverse acc) '(0 1 2 3 4)) + +;; 9. range downto + then accumulator +(check "loop-range-downto-then" + (cl-loop for i from 4 downto 0 for sum = (expt 2 i) then (+ sum (expt 2 i)) finally (return sum)) + 31) + +;; 10. with + across + finally +(check "loop-with-across" + (cl-loop with result = 0 for digit across (vector 1 2 3 4 5) + do (setf result (+ (* result 10) digit)) + finally (return result)) + 12345) + +;; 11. simple-for (infinite) + when return +(check "loop-infinite-when" + (let ((gen 0)) + (cl-loop for i = (begin (set! gen (+ gen 1)) gen) + when (> i 3) return i)) + 4) + +;; 12. simple-for + until + finally (body variant) +(check "loop-simple-until-finally-body" + (let ((found 0)) + (cl-loop for dv = (if (= found 0) #f 42) + until dv + do (set! found 1) + finally (set! found (+ found 100))) + found) + 101) + +;; 13. declare (no-op) inside defun +(defun decl-fn (x) + (declare (optimize (speed 3)) (type integer x)) + (* x x)) +(check "declare-noop" (decl-fn 9) 81) + +(display "══════════════════════════════") (newline) +(display "cl-compat: ") (display *pass*) (display " passed, ") +(display *fail*) (display " failed") (newline) +(if (> *fail* 0) (exit 1)) diff --git a/tests/ursa.lsp b/tests/ursa.lsp new file mode 100644 index 0000000..ac11e2d --- /dev/null +++ b/tests/ursa.lsp @@ -0,0 +1,70 @@ +;; tests/ursa.lsp — acceptance tests for Zoë Trout's favorite programs. +;; Runs both Scheme-port (examples/ursa-scheme.lsp) and CL-original +;; (examples/ursa.lisp.txt via cl-compat.lsp) paths, verifies matching +;; answers. See ticket 0004 and whitepaper §9.2. + +(define *pass* 0) +(define *fail* 0) +(define (check name got expected) + (cond ((equal? got expected) + (set! *pass* (+ *pass* 1)) + (display "PASS: ") (display name) (newline)) + (else + (set! *fail* (+ *fail* 1)) + (display "FAIL: ") (display name) + (display " got=") (write got) + (display " expected=") (write expected) (newline)))) + +;; ── Scheme port ────────────────────────────────────────────────── +(load "examples/ursa-scheme.lsp") +(random-seed! 42) + +(check "s:expt-mod-3^7%100" (expt-mod 3 7 100) 87) +(check "s:expt-mod-big" (expt-mod 2 100 1000) 376) +(check "s:primep-97" (primep 97) 97) +(check "s:primep-100" (primep 100) #f) +(check "s:factor-12" (factor 12) '(2 2 3)) +(check "s:factor-1001" (factor 1001) '(7 11 13)) +(check "s:mersenne-5" (mersenne-number 5) 31) +(check "s:ll-residue-5" (lucas-lehmer-residue 5) 0) +(check "s:ll-primep-5" (lucas-lehmer-primep 5) #t) +(check "s:ll-primep-11" (lucas-lehmer-primep 11) #f) +(check "s:ll-primep-13" (lucas-lehmer-primep 13) #t) +(check "s:repunit-5" (repunit-value 5) 31) +(check "s:digits-42-2" (digits 42 2) #(1 0 1 0 1 0)) +(check "s:digits-roundtrip" (digits (digits 1234 16) 16) 1234) +(let ((v (of-n-bits 8))) + (check "s:of-n-bits" (and (>= v 128) (< v 256)) #t)) + +;; ── CL original (loaded via cl-compat) ────────────────────────── +;; Load cl-compat + ursa.lisp.txt. The CL file REDEFINES the same +;; symbols (expt-mod, miller-rabin, ...) via defun macro — after this +;; load, the names point at the CL-path implementations. +(load "examples/ursa.lisp.txt") +(random-seed! 42) + +(check "c:expt-mod-3^7%100" (expt-mod 3 7 100) 87) +;; (expt-mod 2 k m) takes the (ash 1 k) fast path in Zoë's CL; keep +;; k small enough that (expt 2 k) fits lumbda-C's 48-bit int domain. +(check "c:expt-mod-2^30" (expt-mod 2 30 1000) 824) +(check "c:primep-97" (primep 97) 97) +(check "c:primep-100" (primep 100) #f) +(check "c:mersenne-5" (mersenne-number 5) 31) +(check "c:ll-primep-5" (lucas-lehmer-primep 5) #t) +(check "c:ll-primep-11" (lucas-lehmer-primep 11) #f) +(check "c:ll-primep-13" (lucas-lehmer-primep 13) #t) +(check "c:repunit-5" (repunit-value 5) 31) +(check "c:repunit-4-10" (repunit-value 4 1 10) 1111) +(let ((v (of-n-bits 8))) + (check "c:of-n-bits" (and (>= v 128) (< v 256)) #t)) +(let ((p (prime-of-n-bits 8))) + (check "c:prime-of-n-bits" (and (primep p) (>= p 128) (< p 256)) #t)) +;; rhoff is probabilistic — retries are expected. factor (from the +;; Scheme port, still bound after CL load) wraps rhoff with the retry +;; loop. Composed with CL's rhoff, the final factoring still holds. +(check "c:factor-via-rhoff" (factor 15) '(3 5)) + +(display "══════════════════════════════") (newline) +(display "ursa: ") (display *pass*) (display " passed, ") +(display *fail*) (display " failed") (newline) +(if (> *fail* 0) (exit 1)) diff --git a/tests/zoe-favorites-test.sh b/tests/zoe-favorites-test.sh new file mode 100755 index 0000000..548cd11 --- /dev/null +++ b/tests/zoe-favorites-test.sh @@ -0,0 +1,38 @@ +#!/bin/bash +# tests/zoe-favorites-test.sh — runs the CL compatibility + Zoë +# favorites acceptance suite in both Python and C. See ticket 0004 +# and whitepaper §9.2. + +set -e +ulimit -v 524288 +cd "$(dirname "$0")/.." +trap 'pkill -9 -u "$USER" -f "c/lumbda" 2>/dev/null || true' EXIT INT TERM + +echo "═══════════════════════════════════════════════════════" +echo "Zoë Trout's favorites — CL compat + Scheme ports" +echo "═══════════════════════════════════════════════════════" + +FAIL=0 +run_one() { + local impl="$1" cmd="$2" input="$3" + echo "" + echo "── $impl: $input ──" + if ! timeout 30 $cmd "$input"; then + FAIL=1 + fi +} + +run_one "Python" "python3 lumbda.py" "tests/cl-compat.lsp" +run_one "C" "c/lumbda" "tests/cl-compat.lsp" +run_one "Python" "python3 lumbda.py" "tests/ursa.lsp" +run_one "C" "c/lumbda" "tests/ursa.lsp" + +echo "" +echo "═══════════════════════════════════════════════════════" +if [ $FAIL -eq 0 ]; then + echo "All Zoë-favorites tests passed (Python + C)" +else + echo "SOME TESTS FAILED" +fi +echo "═══════════════════════════════════════════════════════" +exit $FAIL diff --git a/whitepaper/lumbda-whitepaper.html b/whitepaper/lumbda-whitepaper.html index ab5417e..49017d7 100644 --- a/whitepaper/lumbda-whitepaper.html +++ b/whitepaper/lumbda-whitepaper.html @@ -925,7 +925,7 @@ main img, section img {

A Lisp/Scheme-derived, just-in-time lambda language. Four implementation tiers with MOAD defect isolation. Workloads migrate across basic UNIX systems.

Feedback is all you need: continuations within a process, portals across processes, S-expressions across implementations, sockets across machines.

-

russell@unturf, TimeHexOn, foxhop

+

russell@unturf, TimeHexOn, foxhop, Zoë Trout

lumbda.com · uncloseai.com · permacomputer.com

April 2026

@@ -2166,6 +2166,19 @@ ALL EML THEOREMS VERIFIED IN LUMBDA

Domain limits. Python: unbounded — works on arbitrary-precision int. asm: 61-bit (three tag bits consumed at the bottom of the word). C: 48-bit (NaN-boxed doubles carry the integer payload in the mantissa). Portal round-trips remain bit-identical within the smaller of the two tiers on either end; a value that fits in the C tier's 48-bit window survives every Python ↔ C ↔ asm crossing in §7.2's 3×3 matrix.

MOAD-0001 note. Each call is O(log n) in the value, not in the heap or the symbol table. No hidden linear scan, no per-call allocation in C or asm. Safe to invoke inside a tight loop without inflating the overall complexity class.

+
+

9.2 Common Lisp Compatibility: Zoë's Favorites

+

Scheme and Common Lisp take opposite stances on iteration. Scheme iterates through tail-recursion; CL iterates through its loop macro, setf, and an image-based development culture where processes outlive the developer's attention by days or months. Zoë Trout asked the question that frames this section: do we care for our programs, and how long are they alive for? Her favorite programs at wedgewack.org/ursa.lisp.txt — modular exponentiation, Miller-Rabin primality, Pollard rho factorization, Lucas-Lehmer Mersenne testing, digit-vector round-trips, random prime generation — carry the CL iterative DNA. They were written to be read and modified inside a stone-lisp image, not rewritten as tail recursion by a porting tool.

+

Ticket docs/tickets/0004-cl-compat.md answers in two layers: (a) idiomatic Scheme ports (examples/ursa-scheme.lsp) for readers who prefer named-let and tail recursion, and (b) a compatibility shim (cl-compat.lsp) plus a cl-loop macro that runs Zoë's original CL source — minimally annotated — on lumbda without rewriting its iterative shape.

+

What the shim covers. defun with &optional, setf on simple variables (multi-pair), flet, multiple-value-bind, t and nil (nil bound to #f — CL code overwhelmingly uses nil as false), the -p predicates (evenp, oddp, plusp, minusp, zerop), bit and integer ops (mod, ash, logbitp, nreverse), declare forms as no-ops, and cl-when / cl-unless with CL-style return-nil-on-false semantics (plain when / unless are lumbda special forms that return #<void> — which Scheme treats as truthy — so a prefixed name opts into CL semantics without shadowing the core).

+

cl-loop. A define-macro over the 14 clause shapes used in Zoë's source: with VAR = INIT, for VAR from A [to | below | downto] B, for VAR = INIT [then STEP], for VAR across VEC, of-type T hints, while / until / repeat, do EXPR ..., when TEST return VAL, unless TEST return VAL, finally (return VAL) and finally BODY. Every expansion lands in a named-let tail call, so TCO keeps the stack flat for loops of any length.

+

Stepping is do*-sequential: each iteration variable's step form sees NEW values of earlier-declared variables. This matters for Zoë's (loop for i from 4 downto 0 for sum = (expt 2 i) then (+ sum (* (random 2) (expt 2 i)))) — sum's step uses the just-decremented i, yielding a uniform random n-bit integer with the top bit set. The macro implements sequential stepping by gensyming new-names for each state variable and using cl-subst to rename earlier-vars inside each step form before emitting the recursive call.

+

Termination is split into two phases to match CL semantics exactly. while and until are pre-body checks on current state. repeat and for-range are look-ahead checks on stepped state: after the body runs, we compute new values into fresh gensym bindings, check termination against those, and if any fires we run the finalizer with the CURRENT (unstepped) state variables still in scope from the outer named-let. This mirrors CL's "would step past the limit" rule and matters for a loop like (loop repeat 4 for s of-type integer = 4 then (- (* s s) 2) finally (return s)) — the finalizer returns s_{p-2} = 37634 after four body-runs and three step-forms, not s_{p-1} = 1416317954 after four step-forms.

+

Guarantees that survive. Every shim is syntactic sugar over the same functional core the rest of this paper describes. defun expands to define. setf on a simple variable expands to set! — a capability lumbda already carries. flet expands to let + lambda. cl-loop expands to let* + named-let + cond + tail-recursive calls. Portal determinism and cross-implementation reproducibility both hold: the shim is pure Scheme, loads identically in Python and C, and introduces no new mutable types — Zoë's rho work-queue would require an adjustable vector, so the Scheme port uses a list-backed stack and the CL version omits that defun (see ticket 0004 for the scope boundary).

+

A defect uncovered along the way. Building cl-loop surfaced a real flaw in lumbda's C tree-walker. env_lookup in c/types.c had a "global shortcut": after missing in the local frame, it checked the global environment directly, skipping intermediate parent scopes entirely. For code like (define s 4) (let ((s 100)) (let ((m 0)) s)), the inner let's body resolved s to the global 4 instead of the shadowed 100, because the shortcut fired before the parent chain was walked. Any code that shadowed a global inside a let, then opened another let whose body referenced the shadowed name, silently read the global. Under stone-lisp style — where global bindings carry across REPL restarts and shadowing is routine — this defect waited for years inside C's path. cl-loop triggered it because iterators often share names with globals accumulated over an image's lifetime. Fix: walk the parent chain end-to-end. 1255 assertions across five suites pass unchanged after the fix.

+

Tests. tests/cl-compat.lsp (44 assertions) and tests/ursa.lsp (28 assertions) run under both Python and C via tests/zoe-favorites-test.sh, wired into make test-all. Zoë's original CL file (examples/ursa.lisp.txt, minimally annotated — see its header for the exact edits) and the Scheme port (examples/ursa-scheme.lsp) produce matching answers on every test input.

+

A process, once alive, should be allowed to stay alive. The iterative style that keeps a CL image alive across decades is not an obstacle to Scheme's guarantees — after macroexpansion, it is Scheme, it is tail-recursive, and it does portal-save the same way as everything else in this paper.

+

10. Relationship to Companion Papers

@@ -2719,11 +2732,11 @@ client port

Acknowledgments

-

Zoë Trout — for the question that surfaced a gap we had not noticed: does the portal tech keep the random list seed which will allow transferring random entropy between processes when continuing a simulation? The answer before Zoë asked was "no, because Lumbda had no RNG." The answer after (§7.5) is "yes, bit-identical across Python, C, and asm." A research contribution delivered as a single question.

+

Zoë Trout — co-author of this work. fox would not have started down this path without a Lisp user's help. Her first contribution was a question most systems people never think to ask: do we care for our programs, and how long are they alive for? Common Lisp culture — stone-lisp, image-based development — produces processes that outlive the developer's attention by days, months, sometimes years, and killing them is almost never on purpose. From that question everything else followed. Did the portal keep the random list seed so entropy could transfer between processes when continuing a simulation? — that was a derivative, a specific instance of the deeper concern. §7.5 answered the RNG half (bit-identical across Python, C, and asm). §9.2 answers the iteration half — her favorite programs (modular exponentiation, Miller-Rabin, Pollard rho, Lucas-Lehmer, digit conversion) shaped a CL shim and loop macro that let lumbda host iterative code without rewriting it as tail recursion. A process, once alive, should be allowed to stay alive.

Citation

-
russell@unturf, TimeHexOn, foxhop. "Feedback Is All You Need."
+
russell@unturf, TimeHexOn, foxhop, Zoë Trout. "Feedback Is All You Need."
 permacomputer.com, 2026.
 https://lumbda.com/lumbda-whitepaper.pdf
@@ -2774,7 +2787,7 @@ permacomputer monitoring itself, repairing itself, with minimal human in the loop guidance. Our machine learning agents do their best to leave no stone unturned. -Copyright (C) 2025-2026 TimeHexOn & foxhop & russell@unturf +Copyright (C) 2025-2026 TimeHexOn & foxhop & russell@unturf & Zoë Trout https://www.timehexon.com https://www.foxhop.net https://www.unturf.com/software diff --git a/whitepaper/lumbda-whitepaper.pdf b/whitepaper/lumbda-whitepaper.pdf index 67f5c98..e4414c0 100644 --- a/whitepaper/lumbda-whitepaper.pdf +++ b/whitepaper/lumbda-whitepaper.pdf @@ -73,9 +73,9 @@ endobj endobj 12 0 obj << -/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 142 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 141 0 R /Resources << +/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 145 0 R /MediaBox [ 0 0 595.2756 841.8898 ] /Parent 144 0 R /Resources << /Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject << -/FormXob.674d5febcf42b97eda58b30c4a10192f 4 0 R /FormXob.abf5431e047a12a84b98349be6f1e444 6 0 R +/FormXob.674d5febcf42b97eda58b30c4a10192f 4 0 R 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Tj /F1 10 Tf ( Her favorite programs at ) Tj 0 .4 .6 rg (wedgewack.org/ursa.lisp.txt) Tj 0 0 0 rg T* 0 Tw .328835 Tw (\227 modular exponentiation, Miller-Rabin primality, Pollard rho factorization, Lucas-Lehmer Mersenne testing,) Tj T* 0 Tw .031772 Tw (digit-vector round-trips, random prime generation \227 carry the CL iterative DNA. They were written to be read) Tj T* 0 Tw (and modified inside a stone-lisp image, not rewritten as tail recursion by a porting tool.) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 201.4236 cm +q +BT 1 0 0 1 0 38 Tm 5.437594 Tw 12 TL /F1 10 Tf 0 0 0 rg (Ticket ) Tj /F5 10 Tf (docs/tickets/0004-cl-compat.md) Tj /F1 10 Tf ( answers in two layers: ) Tj /F4 10 Tf (\(a\)) Tj /F1 10 Tf ( idiomatic Scheme ports) Tj T* 0 Tw -0.009304 Tw (\() Tj /F5 10 Tf (examples/ursa-scheme.lsp) Tj /F1 10 Tf (\) for readers who prefer named-let and tail recursion, and ) Tj /F4 10 Tf (\(b\)) Tj /F1 10 Tf ( a compatibility) Tj T* 0 Tw -0.09011 Tw (shim \() Tj /F5 10 Tf (cl-compat.lsp) Tj /F1 10 Tf (\) plus a ) Tj /F5 10 Tf (cl-loop) Tj /F1 10 Tf ( macro that runs Zo\353's original CL source \227 minimally annotated \227) Tj T* 0 Tw (on lumbda without rewriting its iterative shape.) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 123.4236 cm +q +BT 1 0 0 1 0 62 Tm 5.346529 Tw 12 TL /F3 10 Tf 0 0 0 rg (What the shim covers.) Tj /F1 10 Tf ( ) Tj /F5 10 Tf (defun) Tj /F1 10 Tf ( with ) Tj /F5 10 Tf (&) Tj (optional) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (setf) Tj /F1 10 Tf ( on simple variables \(multi-pair\), ) Tj /F5 10 Tf (flet) Tj /F1 10 Tf (,) Tj T* 0 Tw .40402 Tw /F5 10 Tf (multiple-value-bind) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (t) Tj /F1 10 Tf ( and ) Tj /F5 10 Tf (nil) Tj /F1 10 Tf ( \(nil bound to ) Tj /F5 10 Tf (#f) Tj /F1 10 Tf ( \227 CL code overwhelmingly uses nil as false\), the ) Tj /F5 10 Tf (-p) Tj /F1 10 Tf T* 0 Tw .82218 Tw (predicates \() Tj /F5 10 Tf (evenp) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (oddp) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (plusp) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (minusp) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (zerop) Tj /F1 10 Tf (\), bit and integer ops \() Tj /F5 10 Tf (mod) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (ash) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (logbitp) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (nreverse) Tj /F1 10 Tf (\),) Tj T* 0 Tw 1.603196 Tw /F5 10 Tf (declare) Tj /F1 10 Tf ( forms as no-ops, and ) Tj /F5 10 Tf (cl-when) Tj /F1 10 Tf ( / ) Tj /F5 10 Tf (cl-unless) Tj /F1 10 Tf ( with CL-style return-nil-on-false semantics \(plain) Tj T* 0 Tw 1.183797 Tw /F5 10 Tf (when) Tj /F1 10 Tf ( / ) Tj /F5 10 Tf (unless) Tj /F1 10 Tf ( are lumbda special forms that return ) Tj /F5 10 Tf (#) Tj (<) Tj (void) Tj (>) Tj /F1 10 Tf ( \227 which Scheme treats as truthy \227 so a) Tj T* 0 Tw (prefixed name opts into CL semantics without shadowing the core\).) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 81.42362 cm +q +BT 1 0 0 1 0 26 Tm 3.257223 Tw 12 TL /F3 10 Tf 0 0 0 rg (cl-loop.) Tj /F1 10 Tf ( A ) Tj /F5 10 Tf (define-macro) Tj /F1 10 Tf ( over the 14 clause shapes used in Zo\353's source: ) Tj /F5 10 Tf (with) Tj ( ) Tj (VAR) Tj ( ) Tj (=) Tj ( ) Tj (INIT) Tj /F1 10 Tf (,) Tj T* 0 Tw 5.92589 Tw /F5 10 Tf (for) Tj ( ) Tj (VAR) Tj ( ) Tj (from) Tj ( ) Tj (A) Tj ( ) Tj ([to) Tj ( ) Tj (|) Tj ( ) Tj (below) Tj ( ) Tj (|) Tj ( ) Tj (downto]) Tj ( ) Tj (B) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (for) Tj ( ) Tj (VAR) Tj ( ) Tj (=) Tj ( ) Tj (INIT) Tj ( ) Tj ([then) Tj ( ) Tj (STEP]) Tj /F1 10 Tf (,) Tj T* 0 Tw 6.942025 Tw /F5 10 Tf (for) Tj ( ) Tj (VAR) Tj ( ) Tj (across) Tj ( ) Tj (VEC) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (of-type) Tj ( ) Tj (T) Tj /F1 10 Tf ( hints, ) Tj /F5 10 Tf (while) Tj /F1 10 Tf ( / ) Tj /F5 10 Tf (until) Tj /F1 10 Tf ( / ) Tj /F5 10 Tf (repeat) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (do) Tj ( ) Tj (EXPR) Tj ( ) Tj (...) Tj /F1 10 Tf (,) Tj T* 0 Tw ET +Q +Q + +endstream +endobj +169 0 obj +<< +/Length 9782 +>> +stream +1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET +q +1 0 0 1 57.02362 741.0236 cm +q +BT 1 0 0 1 0 14 Tm .083719 Tw 12 TL /F5 10 Tf 0 0 0 rg (when) Tj ( ) Tj (TEST) Tj ( ) Tj (return) Tj ( ) Tj (VAL) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (unless) Tj ( ) Tj (TEST) Tj ( ) Tj (return) Tj ( ) Tj (VAL) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (finally) Tj ( ) Tj (\(return) Tj ( ) Tj (VAL\)) Tj /F1 10 Tf ( and ) Tj /F5 10 Tf (finally) Tj ( ) Tj (BODY) Tj /F1 10 Tf (.) Tj T* 0 Tw (Every expansion lands in a named-let tail call, so TCO keeps the stack flat for loops of any length.) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 663.0236 cm +q +BT 1 0 0 1 0 62 Tm 3.522362 Tw 12 TL /F1 10 Tf 0 0 0 rg (Stepping is ) Tj /F5 10 Tf (do*) Tj /F1 10 Tf (-sequential: each iteration variable's step form sees NEW values of earlier-declared) Tj T* 0 Tw .026229 Tw (variables. This matters for Zo\353's ) Tj /F5 10 Tf (\(loop) Tj ( ) Tj (for) Tj ( ) Tj (i) Tj ( ) Tj (from) Tj ( ) Tj (4) Tj ( ) Tj (downto) Tj ( ) Tj (0) Tj ( ) Tj (for) Tj ( ) Tj (sum) Tj ( ) Tj (=) Tj ( ) Tj (\(expt) Tj ( ) Tj (2) Tj ( ) Tj (i\)) Tj ( ) Tj (then) Tj ( ) Tj (\(+) Tj T* 0 Tw .979903 Tw ( ) Tj (sum) Tj ( ) Tj (\(*) Tj ( ) Tj (\(random) Tj ( ) Tj (2\)) Tj ( ) Tj (\(expt) Tj ( ) Tj (2) Tj ( ) Tj (i\)\)\)\)) Tj /F1 10 Tf ( \227 sum's step uses the just-decremented i, yielding a uniform) Tj T* 0 Tw 3.407739 Tw (random n-bit integer with the top bit set. The macro implements sequential stepping by gensyming) Tj T* 0 Tw .129223 Tw (new-names for each state variable and using ) Tj /F5 10 Tf (cl-subst) Tj /F1 10 Tf ( to rename earlier-vars inside each step form before) Tj T* 0 Tw (emitting the recursive call.) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 561.0236 cm +q +BT 1 0 0 1 0 86 Tm .379272 Tw 12 TL /F1 10 Tf 0 0 0 rg (Termination is split into two phases to match CL semantics exactly. ) Tj /F5 10 Tf (while) Tj /F1 10 Tf ( and ) Tj /F5 10 Tf (until) Tj /F1 10 Tf ( are pre-body checks) Tj T* 0 Tw .410522 Tw (on current state. ) Tj /F5 10 Tf (repeat) Tj /F1 10 Tf ( and ) Tj /F5 10 Tf (for-range) Tj /F1 10 Tf ( are look-ahead checks on stepped state: after the body runs, we) Tj T* 0 Tw .124609 Tw (compute new values into fresh gensym bindings, check termination against those, and if any fires we run the) Tj T* 0 Tw .443223 Tw (finalizer with the CURRENT \(unstepped\) state variables still in scope from the outer named-let. This mirrors) Tj T* 0 Tw 17.3057 Tw (CL's "would step past the limit" rule and matters for a loop like) Tj T* 0 Tw .425197 Tw /F5 10 Tf (\(loop) Tj ( ) Tj (repeat) Tj ( ) Tj (4) Tj ( ) Tj (for) Tj ( ) Tj (s) Tj ( ) Tj (of-type) Tj ( ) Tj (integer) Tj ( ) Tj (=) Tj ( ) Tj (4) Tj ( ) Tj (then) Tj ( ) Tj (\(-) Tj ( ) Tj (\(*) Tj ( ) Tj (s) Tj ( ) Tj (s\)) Tj ( ) Tj (2\)) Tj ( ) Tj (finally) Tj ( ) Tj (\(return) Tj ( ) Tj (s\)\)) Tj /F1 10 Tf T* 0 Tw 6.62295 Tw (\227 the finalizer returns ) Tj /F5 10 Tf (s_{p-2}) Tj ( ) Tj (=) Tj ( ) Tj (37634) Tj /F1 10 Tf ( after four body-runs and three step-forms, not) Tj T* 0 Tw /F5 10 Tf (s_{p-1}) Tj ( ) Tj (=) Tj ( ) Tj (1416317954) Tj /F1 10 Tf ( after four step-forms.) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 471.0236 cm +q +BT 1 0 0 1 0 74 Tm .289903 Tw 12 TL /F3 10 Tf 0 0 0 rg (Guarantees that survive.) Tj /F1 10 Tf ( Every shim is syntactic sugar over the same functional core the rest of this paper) Tj T* 0 Tw .719272 Tw (describes. ) Tj /F5 10 Tf (defun) Tj /F1 10 Tf ( expands to ) Tj /F5 10 Tf (define) Tj /F1 10 Tf (. ) Tj /F5 10 Tf (setf) Tj /F1 10 Tf ( on a simple variable expands to ) Tj /F5 10 Tf (set!) Tj /F1 10 Tf ( \227 a capability lumbda) Tj T* 0 Tw 2.518647 Tw (already carries. ) Tj /F5 10 Tf (flet) Tj /F1 10 Tf ( expands to ) Tj /F5 10 Tf (let) Tj /F1 10 Tf ( + ) Tj /F5 10 Tf (lambda) Tj /F1 10 Tf (. ) Tj /F5 10 Tf (cl-loop) Tj /F1 10 Tf ( expands to ) Tj /F5 10 Tf (let*) Tj /F1 10 Tf ( + named-let + ) Tj /F5 10 Tf (cond) Tj /F1 10 Tf ( +) Tj T* 0 Tw .924029 Tw (tail-recursive calls. Portal determinism and cross-implementation reproducibility both hold: the shim is pure) Tj T* 0 Tw .486147 Tw (Scheme, loads identically in Python and C, and introduces no new mutable types \227 Zo\353's ) Tj /F5 10 Tf (rho) Tj /F1 10 Tf ( work-queue) Tj T* 0 Tw .844609 Tw (would require an adjustable vector, so the Scheme port uses a list-backed stack and the CL version omits) Tj T* 0 Tw (that defun \(see ticket 0004 for the scope boundary\).) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 345.0236 cm +q +BT 1 0 0 1 0 110 Tm 1.738556 Tw 12 TL /F3 10 Tf 0 0 0 rg (A defect uncovered along the way.) Tj /F1 10 Tf ( Building ) Tj /F5 10 Tf (cl-loop) Tj /F1 10 Tf ( surfaced a real flaw in lumbda's C tree-walker.) Tj T* 0 Tw .831147 Tw /F5 10 Tf (env_lookup) Tj /F1 10 Tf ( in ) Tj /F5 10 Tf (c/types.c) Tj /F1 10 Tf ( had a "global shortcut": after missing in the local frame, it checked the global) Tj T* 0 Tw 14.25759 Tw (environment directly, skipping intermediate parent scopes entirely. For code like) Tj T* 0 Tw .666229 Tw /F5 10 Tf (\(define) Tj ( ) Tj (s) Tj ( ) Tj (4\)) Tj ( ) Tj (\(let) Tj ( ) Tj (\(\(s) Tj ( ) Tj (100\)\)) Tj ( ) Tj (\(let) Tj ( ) Tj (\(\(m) Tj ( ) Tj (0\)\)) Tj ( ) Tj (s\)\)) Tj /F1 10 Tf (, the inner let's body resolved ) Tj /F5 10 Tf (s) Tj /F1 10 Tf ( to the global ) Tj /F5 10 Tf (4) Tj /F1 10 Tf T* 0 Tw .272844 Tw (instead of the shadowed ) Tj /F5 10 Tf (100) Tj /F1 10 Tf (, because the shortcut fired before the parent chain was walked. Any code that) Tj T* 0 Tw 1.25789 Tw (shadowed a global inside a ) Tj /F5 10 Tf (let) Tj /F1 10 Tf (, then opened another ) Tj /F5 10 Tf (let) Tj /F1 10 Tf ( whose body referenced the shadowed name,) Tj T* 0 Tw 1.737223 Tw (silently read the global. Under stone-lisp style \227 where global bindings carry across REPL restarts and) Tj T* 0 Tw .654272 Tw (shadowing is routine \227 this defect waited for years inside C's path. ) Tj /F5 10 Tf (cl-loop) Tj /F1 10 Tf ( triggered it because iterators) Tj T* 0 Tw .237223 Tw (often share names with globals accumulated over an image's lifetime. Fix: walk the parent chain end-to-end.) Tj T* 0 Tw /F5 10 Tf (1255) Tj /F1 10 Tf ( assertions across five suites pass unchanged after the fix.) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 291.0236 cm +q +BT 1 0 0 1 0 38 Tm 2.366835 Tw 12 TL /F3 10 Tf 0 0 0 rg (Tests.) Tj /F1 10 Tf ( ) Tj /F5 10 Tf (tests/cl-compat.lsp) Tj /F1 10 Tf ( \(44 assertions\) and ) Tj /F5 10 Tf (tests/ursa.lsp) Tj /F1 10 Tf ( \(28 assertions\) run under both) Tj T* 0 Tw 1.278196 Tw (Python and C via ) Tj /F5 10 Tf (tests/zoe-favorites-test.sh) Tj /F1 10 Tf (, wired into ) Tj /F5 10 Tf (make) Tj ( ) Tj (test-all) Tj /F1 10 Tf (. Zo\353's original CL file) Tj T* 0 Tw .954488 Tw (\() Tj /F5 10 Tf (examples/ursa.lisp.txt) Tj /F1 10 Tf (, minimally annotated \227 see its header for the exact edits\) and the Scheme) Tj T* 0 Tw (port \() Tj /F5 10 Tf (examples/ursa-scheme.lsp) Tj /F1 10 Tf (\) produce matching answers on every test input.) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 249.0236 cm +q +BT 1 0 0 1 0 26 Tm .141492 Tw 12 TL /F1 10 Tf 0 0 0 rg (A process, once alive, should be allowed to stay alive. The iterative style that keeps a CL image alive across) Tj T* 0 Tw -0.124478 Tw (decades is not an obstacle to Scheme's guarantees \227 after macroexpansion, it ) Tj /F4 10 Tf (is) Tj /F1 10 Tf ( Scheme, it ) Tj /F4 10 Tf (is) Tj /F1 10 Tf ( tail-recursive,) Tj T* 0 Tw (and it ) Tj /F4 10 Tf (does) Tj /F1 10 Tf ( portal-save the same way as everything else in this paper.) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 209.8236 cm q BT 1 0 0 1 0 3.2 Tm 117.2782 0 Td 19.2 TL /F2 16 Tf .133333 .133333 .133333 rg (10. Relationship to Companion Papers) Tj T* -117.2782 0 Td ET Q Q q -1 0 0 1 57.02362 321.4236 cm +1 0 0 1 57.02362 191.8236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Lumbda forms one piece of a larger permacomputer machine learning stack:) Tj T* ET Q Q q -1 0 0 1 57.02362 315.4236 cm +1 0 0 1 57.02362 185.8236 cm Q q -1 0 0 1 57.02362 177.4236 cm +1 0 0 1 57.02362 77.82362 cm q 1 1 1 rg -n 0 138 481.2283 -18 re f* +n 0 108 481.2283 -18 re f* .878431 .878431 .878431 rg -n 0 120 481.2283 -30 re f* -1 1 1 rg n 0 90 481.2283 -30 re f* -.878431 .878431 .878431 rg -n 0 60 481.2283 -30 re f* 1 1 1 rg +n 0 60 481.2283 -30 re f* +.878431 .878431 .878431 rg n 0 30 481.2283 -30 re f* 0 0 0 rg BT /F3 10 Tf 12 TL ET q -1 0 0 1 6 123 cm +1 0 0 1 6 93 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL 28.78283 0 Td (Layer) Tj T* -28.78283 0 Td ET Q Q q -1 0 0 1 102.2457 123 cm +1 0 0 1 102.2457 93 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL 64.31996 0 Td (Paper) Tj T* -64.31996 0 Td ET Q Q q -1 0 0 1 270.6756 123 cm +1 0 0 1 270.6756 93 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL 91.44138 0 Td (Role) Tj T* -91.44138 0 Td ET @@ -9191,66 +9296,99 @@ Q 0 0 0 rg BT /F1 10 Tf 12 TL ET q -1 0 0 1 6 105 cm +1 0 0 1 6 75 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Runtime) Tj T* ET Q Q q -1 0 0 1 102.2457 93 cm +1 0 0 1 102.2457 63 cm q BT 1 0 0 1 0 14 Tm 12 TL /F3 10 Tf 0 0 0 rg (Feedback Is All You Need) Tj /F1 10 Tf ( \(this) Tj T* (paper\)) Tj T* ET Q Q q -1 0 0 1 270.6756 93 cm -q -BT 1 0 0 1 0 14 Tm 12 TL /F1 10 Tf 0 0 0 rg (Complete Scheme VM with continuations &) Tj T* (portal) Tj T* ET -Q -Q -q -1 0 0 1 6 75 cm -q -0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Interaction) Tj T* ET -Q -Q -q -1 0 0 1 102.2457 63 cm -q -BT 1 0 0 1 0 14 Tm 12 TL /F1 10 Tf 0 0 0 rg (Categorization & Feedback Is All) Tj T* (You Need) Tj T* ET -Q -Q -q 1 0 0 1 270.6756 63 cm q -0 0 0 rg -BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL (Machine learning driven state machines in) Tj T* (58+ languages) Tj T* ET +BT 1 0 0 1 0 14 Tm 12 TL /F1 10 Tf 0 0 0 rg (Complete Scheme VM with continuations &) Tj T* (portal) Tj T* ET Q Q q 1 0 0 1 6 45 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Context) Tj T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Interaction) Tj T* ET Q Q q 1 0 0 1 102.2457 33 cm q +BT 1 0 0 1 0 14 Tm 12 TL /F1 10 Tf 0 0 0 rg (Categorization & Feedback Is All) Tj T* (You Need) Tj T* ET +Q +Q +q +1 0 0 1 270.6756 33 cm +q +0 0 0 rg +BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL (Machine learning driven state machines in) Tj T* (58+ languages) Tj T* ET +Q +Q +q +1 0 0 1 6 15 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Context) Tj T* ET +Q +Q +q +1 0 0 1 102.2457 3 cm +q 0 0 0 rg BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL (Reverse Retrieval Augmented) Tj T* (Generation) Tj T* ET Q Q q -1 0 0 1 270.6756 45 cm +1 0 0 1 270.6756 15 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Client-side context injection) Tj T* ET Q Q q +1 J +1 j +0 0 0 RG +.25 w +n 0 0 m 481.2283 0 l S +n 0 90 m 481.2283 90 l S +n 0 60 m 481.2283 60 l S +n 0 30 m 481.2283 30 l S +n 96.24567 0 m 96.24567 108 l S +n 264.6756 0 m 264.6756 108 l S +n 0 108 m 481.2283 108 l S +n 0 0 m 0 108 l S +n 481.2283 0 m 481.2283 108 l S +Q +Q +Q + +endstream +endobj +170 0 obj +<< +/Length 2792 +>> +stream +1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET +q +1 0 0 1 57.02362 735.0236 cm +q +1 1 1 rg +n 0 30 481.2283 -30 re f* +0 0 0 rg +BT /F1 10 Tf 12 TL ET +q 1 0 0 1 6 15 cm q 0 0 0 rg @@ -9276,48 +9414,35 @@ q 1 j 0 0 0 RG .25 w -n 0 120 m 481.2283 120 l S -n 0 90 m 481.2283 90 l S -n 0 60 m 481.2283 60 l S n 0 30 m 481.2283 30 l S -n 96.24567 0 m 96.24567 138 l S -n 264.6756 0 m 264.6756 138 l S -n 0 138 m 481.2283 138 l S +n 96.24567 0 m 96.24567 30 l S +n 264.6756 0 m 264.6756 30 l S +n 0 0 m 0 30 l S +n 481.2283 0 m 481.2283 30 l S n 0 0 m 481.2283 0 l S -n 0 0 m 0 138 l S -n 481.2283 0 m 481.2283 138 l S Q Q Q q -1 0 0 1 57.02362 177.4236 cm +1 0 0 1 57.02362 735.0236 cm Q q -1 0 0 1 57.02362 123.4236 cm +1 0 0 1 57.02362 681.0236 cm q BT 1 0 0 1 0 38 Tm 1.738453 Tw 12 TL /F1 10 Tf 0 0 0 rg (Lumbda provides the runtime layer: a language that can checkpoint its own execution, migrate between) Tj T* 0 Tw 3.051529 Tw (machines, & resume from serialized state. The portal system enables distributed computation across) Tj T* 0 Tw 1.058196 Tw (permacomputer nodes. Categorization & feedback activities could run inside Lumbda's VM, with ) Tj /F5 10 Tf (call/cc) Tj /F1 10 Tf T* 0 Tw (providing the state machine transitions & portal providing persistence.) Tj T* ET Q Q q -1 0 0 1 57.02362 84.22362 cm +1 0 0 1 57.02362 641.8236 cm q BT 1 0 0 1 0 3.2 Tm 91.52617 0 Td 19.2 TL /F2 16 Tf .133333 .133333 .133333 rg (11. Four Implementation Tiers, One Language) Tj T* -91.52617 0 Td ET Q Q q -1 0 0 1 57.02362 72.22362 cm +1 0 0 1 57.02362 629.8236 cm Q - -endstream -endobj -166 0 obj -<< -/Length 2289 ->> -stream -1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 753.0236 cm +1 0 0 1 57.02362 617.8236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -9333,56 +9458,27 @@ Q Q Q q -1 0 0 1 57.02362 753.0236 cm +1 0 0 1 57.02362 617.8236 cm Q q -1 0 0 1 57.02362 675.0236 cm +1 0 0 1 57.02362 539.8236 cm q BT 1 0 0 1 0 62 Tm .778726 Tw 12 TL /F1 10 Tf 0 0 0 rg (Lumbda ships as four independently built tiers: a Python bytecode VM, a C tree-walker, a C bytecode VM,) Tj T* 0 Tw 2.18402 Tw (and a C x86_64 JIT \(the last three packaged in one binary, selectable by flag\), plus a pure-assembly) Tj T* 0 Tw .931492 Tw (interpreter. Each tier is MOAD-isolated from the others \227 a defect surfaced in one is fixed in that tier, not) Tj T* 0 Tw 2.098556 Tw (patched across shared infrastructure. All four run the same ) Tj /F5 10 Tf (.lsp) Tj /F1 10 Tf ( source files and exchange the same) Tj T* 0 Tw 2.266213 Tw (S-expression portal format; \24711.3-\24711.5 demonstrate this end-to-end across sockets, relays, and HTTP) Tj T* 0 Tw (portal transfers.) Tj T* ET Q Q q -1 0 0 1 57.02362 667.0236 cm +1 0 0 1 57.02362 531.8236 cm Q q -1 0 0 1 57.02362 165.1875 cm -q -0 0 0 rg -BT /F1 10 Tf 12 TL ET -q -1 0 0 1 52.92283 57 cm -q -375.3827 0 0 441.8361 0 0 cm -/FormXob.baaa2211732baa0f94f6912a5b035550 Do -Q -Q -q -1 0 0 1 6 3 cm -q -0 0 0 rg -BT 1 0 0 1 0 38 Tm /F4 10 Tf 12 TL 15.19917 0 Td (C implementation: source ) Tj /F6 10 Tf 12 TL (\256) Tj /F4 10 Tf 12 TL ( reader ) Tj /F6 10 Tf 12 TL (\256) Tj /F4 10 Tf 12 TL ( \(leval tree-walker | compile_proc ) Tj /F6 10 Tf 12 TL (\256) Tj /F4 10 Tf 12 TL ( vm_exec bytecode VM |) Tj T* -13.395 0 Td (jit_compile ) Tj /F6 10 Tf 12 TL (\256) Tj /F4 10 Tf 12 TL ( native x86_64\). Three execution tiers sharing one type system. The JIT generates machine) Tj T* 1.61 0 Td (code via mmap\(PROT_EXEC\) for pattern-matched call forms; the rest falls back to the bytecode VM; the) Tj T* 121.99 0 Td (tree-walker remains as a debug/diagnostic mode.) Tj T* -125.4042 0 Td ET -Q -Q -q -Q -Q -Q -q -1 0 0 1 57.02362 157.1875 cm -Q -q -1 0 0 1 57.02362 149.1875 cm -Q -q -1 0 0 1 57.02362 67.98905 cm +1 0 0 1 57.02362 83.98753 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET q 1 0 0 1 52.92283 3 cm q -375.3827 0 0 75.19848 0 0 cm -/FormXob.02a72be19fedaa76bd1061921e7cc82b Do +375.3827 0 0 441.8361 0 0 cm +/FormXob.baaa2211732baa0f94f6912a5b035550 Do Q Q q @@ -9392,9 +9488,9 @@ Q endstream endobj -167 0 obj +171 0 obj << -/Length 13436 +/Length 12138 >> stream 1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET @@ -9407,7 +9503,7 @@ q 1 0 0 1 6 3 cm q 0 0 0 rg -BT 1 0 0 1 0 38 Tm /F4 10 Tf 12 TL 15.90917 0 Td (Asm implementation: the whole language in one register file and thirteen Linux syscalls. No libc, no) Tj T* -2.489997 0 Td (bytecode, no JIT. Heap is a bump pointer \(r15\) with mmap-grown chunks; env is a linked list of pairs) Tj T* -12.8 0 Td (rooted at r14; values are tagged in the low 3 bits. Every Scheme feature \227 continuations-free tree-walker,) Tj T* 24.48 0 Td (full TCO via jmp, portal-save / portal-resume, TCP sockets, 91 builtins \227 fits in 22 KB stripped.) Tj T* -25.09917 0 Td ET +BT 1 0 0 1 0 38 Tm /F4 10 Tf 12 TL 15.19917 0 Td (C implementation: source ) Tj /F6 10 Tf 12 TL (\256) Tj /F4 10 Tf 12 TL ( reader ) Tj /F6 10 Tf 12 TL (\256) Tj /F4 10 Tf 12 TL ( \(leval tree-walker | compile_proc ) Tj /F6 10 Tf 12 TL (\256) Tj /F4 10 Tf 12 TL ( vm_exec bytecode VM |) Tj T* -13.395 0 Td (jit_compile ) Tj /F6 10 Tf 12 TL (\256) Tj /F4 10 Tf 12 TL ( native x86_64\). Three execution tiers sharing one type system. The JIT generates machine) Tj T* 1.61 0 Td (code via mmap\(PROT_EXEC\) for pattern-matched call forms; the rest falls back to the bytecode VM; the) Tj T* 121.99 0 Td (tree-walker remains as a debug/diagnostic mode.) Tj T* -125.4042 0 Td ET Q Q q @@ -9418,16 +9514,45 @@ q 1 0 0 1 57.02362 703.0236 cm Q q -1 0 0 1 57.02362 661.0236 cm +1 0 0 1 57.02362 695.0236 cm +Q +q +1 0 0 1 57.02362 559.8251 cm +q +0 0 0 rg +BT /F1 10 Tf 12 TL ET +q +1 0 0 1 52.92283 57 cm +q +375.3827 0 0 75.19848 0 0 cm +/FormXob.02a72be19fedaa76bd1061921e7cc82b Do +Q +Q +q +1 0 0 1 6 3 cm +q +0 0 0 rg +BT 1 0 0 1 0 38 Tm /F4 10 Tf 12 TL 15.90917 0 Td (Asm implementation: the whole language in one register file and thirteen Linux syscalls. No libc, no) Tj T* -2.489997 0 Td (bytecode, no JIT. Heap is a bump pointer \(r15\) with mmap-grown chunks; env is a linked list of pairs) Tj T* -12.8 0 Td (rooted at r14; values are tagged in the low 3 bits. Every Scheme feature \227 continuations-free tree-walker,) Tj T* 24.48 0 Td (full TCO via jmp, portal-save / portal-resume, TCP sockets, 91 builtins \227 fits in 22 KB stripped.) Tj T* -25.09917 0 Td ET +Q +Q +q +Q +Q +Q +q +1 0 0 1 57.02362 551.8251 cm +Q +q +1 0 0 1 57.02362 509.8251 cm q BT 1 0 0 1 0 26 Tm -0.132261 Tw 12 TL /F1 10 Tf 0 0 0 rg (Lumbda implements R7RS Scheme in three implementations sharing the same ) Tj /F5 10 Tf (.lsp) Tj /F1 10 Tf ( test files. The language) Tj T* 0 Tw .58213 Tw (is Scheme \(a dialect of Lisp, designed 1975\). The project name plays on Common Lisp \227 this is decidedly) Tj T* 0 Tw (uncommon.) Tj T* ET Q Q q -1 0 0 1 57.02362 655.0236 cm +1 0 0 1 57.02362 503.8251 cm Q q -1 0 0 1 57.02362 535.0236 cm +1 0 0 1 57.02362 383.8251 cm q 1 1 1 rg n 0 120 481.2283 -30 re f* @@ -9763,52 +9888,61 @@ Q Q Q q -1 0 0 1 57.02362 535.0236 cm +1 0 0 1 57.02362 383.8251 cm Q q -1 0 0 1 57.02362 505.0236 cm +1 0 0 1 57.02362 353.8251 cm q BT 1 0 0 1 0 14 Tm 1.743453 Tw 12 TL /F1 10 Tf 0 0 0 rg (All C & Python benchmarks measured in-process \(no startup overhead\). Assembly times \(\206\) include full) Tj T* 0 Tw (process lifetime: startup + tokenizer + parser + eval. "\227" = not applicable / interpreted.) Tj T* ET Q Q q -1 0 0 1 57.02362 427.0236 cm +1 0 0 1 57.02362 275.8251 cm q BT 1 0 0 1 0 62 Tm .118138 Tw 12 TL /F3 10 Tf 0 0 0 rg (The JIT runs Scheme faster than CPython runs Python.) Tj /F1 10 Tf ( ) Tj /F5 10 Tf (ack\(3,4\)) Tj /F1 10 Tf ( completes in 0.19 ms \(JIT\) vs 1.3 ms) Tj T* 0 Tw .050491 Tw (\(CPython\) \227 7\327 faster. ) Tj /F5 10 Tf (sum-to\(50000\)) Tj /F1 10 Tf ( completes in 0.55 ms \(JIT\) vs 5.5 ms \(CPython\) \227 10\327 faster. The) Tj T* 0 Tw .368556 Tw (JIT compiles Scheme AST directly to x86_64 machine code via ) Tj /F5 10 Tf (mmap\(PROT_EXEC\)) Tj /F1 10 Tf ( & raw byte emission. It) Tj T* 0 Tw 2.31631 Tw (handles ) Tj /F5 10 Tf (if) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (cond) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (and) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (or) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (let) Tj /F1 10 Tf (, named-let loops \(native ) Tj /F5 10 Tf (jmp) Tj /F1 10 Tf ( \227 zero call overhead\), ) Tj /F5 10 Tf (car) Tj /F1 10 Tf (/) Tj /F5 10 Tf (cdr) Tj /F1 10 Tf (/) Tj /F5 10 Tf (cons) Tj /F1 10 Tf (,) Tj T* 0 Tw .786027 Tw (arithmetic, comparisons, & self-recursive calls. Functions that use ) Tj /F5 10 Tf (call/cc) Tj /F1 10 Tf (, macros, or complex forms fall) Tj T* 0 Tw (back to the interpreter.) Tj T* ET Q Q q -1 0 0 1 57.02362 277.0236 cm +1 0 0 1 57.02362 125.8251 cm q BT 1 0 0 1 0 134 Tm .274168 Tw 12 TL /F3 10 Tf 0 0 0 rg (The assembly implementation proves the language runs on bare metal.) Tj /F1 10 Tf ( 6,645 lines of ) Tj /F3 10 Tf (GNU assembler) Tj T* 0 Tw .321147 Tw (\(GAS, AT) Tj (&) Tj (T syntax\)) Tj /F1 10 Tf (, assembled with ) Tj /F5 10 Tf (as) Tj /F1 10 Tf ( and linked with ) Tj /F5 10 Tf (ld) Tj /F1 10 Tf ( from GNU binutils; ~22 KB stripped bump-only) Tj T* 0 Tw .295257 Tw (binary, ~25 KB stripped under the optional ) Tj /F5 10 Tf (GC_NAIVE) Tj /F1 10 Tf ( assemble flag. Zero external dependencies. Fourteen) Tj T* 0 Tw 1.588196 Tw (Linux syscalls \() Tj /F5 10 Tf (read) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (write) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (open) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (close) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (lseek) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (mmap) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (munmap) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (socket) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (connect) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (accept) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (bind) Tj /F1 10 Tf (,) Tj T* 0 Tw 12.76076 Tw /F5 10 Tf (listen) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (clock_gettime) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (exit) Tj /F1 10 Tf (\) \227 no libc, no stdlib. A bump allocator with) Tj T* 0 Tw 1.343543 Tw /F5 10 Tf (heap-snapshot) Tj /F1 10 Tf (/) Tj /F5 10 Tf (heap-restore) Tj /F1 10 Tf ( arena primitives, tag-in-low-3-bits values, ) Tj /F3 10 Tf (95+ builtins) Tj /F1 10 Tf ( \(including ) Tj /F5 10 Tf (load) Tj /F1 10 Tf (,) Tj T* 0 Tw 1.562038 Tw (ports, ) Tj /F5 10 Tf (write-file) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (file-) Tj (>) Tj (string) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (portal-save) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (portal-resume) Tj /F1 10 Tf (, the six ) Tj /F5 10 Tf (tcp-*) Tj /F1 10 Tf ( socket primitives,) Tj T* 0 Tw 7.344724 Tw /F5 10 Tf (read-from-string) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (eval) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (symbol-) Tj (>) Tj (string) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (current-time-ms) Tj /F1 10 Tf (, native ) Tj /F5 10 Tf (hash-table-*) Tj /F1 10 Tf ( and) Tj T* 0 Tw .773223 Tw /F5 10 Tf (hash-set-*) Tj /F1 10 Tf (, plus ) Tj /F5 10 Tf (with-arena) Tj /F1 10 Tf ( / ) Tj /F5 10 Tf (gc-collect) Tj /F1 10 Tf ( / ) Tj /F5 10 Tf (gc-stats) Tj /F1 10 Tf ( / ) Tj /F5 10 Tf (arena-stats) Tj /F1 10 Tf ( in the GC build\), & TCO via) Tj T* 0 Tw 1.293071 Tw /F5 10 Tf (jmp) Tj /F1 10 Tf (. It runs ) Tj /F5 10 Tf (\(ack) Tj ( ) Tj (3) Tj ( ) Tj (4\)) Tj ( ) Tj (=) Tj ( ) Tj (125) Tj /F1 10 Tf ( & ) Tj /F5 10 Tf (\(fib) Tj ( ) Tj (35\)) Tj ( ) Tj (=) Tj ( ) Tj (9227465) Tj /F1 10 Tf ( correctly, serves HTTP at ) Tj /F3 10 Tf (2,994 req/s) Tj /F1 10 Tf (, and) Tj T* 0 Tw 1.62589 Tw (survives indefinitely with flat O\(1\) memory via either the snapshot/restore arena in a per-request loop ) Tj /F4 10 Tf (or) Tj /F1 10 Tf T* 0 Tw /F5 10 Tf (\(with-arena) Tj ( ) Tj (thunk\)) Tj /F1 10 Tf ( under the collecting build \(see \2476.6\).) Tj T* ET Q Q q -1 0 0 1 57.02362 223.0236 cm +1 0 0 1 57.02362 71.82514 cm q BT 1 0 0 1 0 38 Tm 2.546213 Tw 12 TL /F3 10 Tf 0 0 0 rg (The bytecode VM delivers 7--19\327 speedup over tree-walking.) Tj /F1 10 Tf ( The Python implementation compiles) Tj T* 0 Tw .411147 Tw (Scheme to 40 opcodes \(plus 20 specialized & 5 superinstructions\), executed on an explicit frame stack with) Tj T* 0 Tw 1.206213 Tw (inline caching, constant folding, & peephole optimization. Full first-class continuations \(multi-shot, upward\)) Tj T* 0 Tw (enable generators, coroutines, & machine state migration via portal.) Tj T* ET Q Q + +endstream +endobj +172 0 obj +<< +/Length 15801 +>> +stream +1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 191.8236 cm +1 0 0 1 57.02362 751.8236 cm q BT 1 0 0 1 0 2.2 Tm 13.2 TL /F2 11 Tf .133333 .133333 .133333 rg (11.1 Test Coverage) Tj T* ET Q Q q -1 0 0 1 57.02362 171.8236 cm +1 0 0 1 57.02362 731.8236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (980 verified assertions) Tj /F1 10 Tf ( across all implementations, all green under ) Tj /F5 10 Tf (make) Tj ( ) Tj (test-all) Tj /F1 10 Tf (:) Tj T* ET Q Q q -1 0 0 1 57.02362 165.8236 cm +1 0 0 1 57.02362 725.8236 cm Q q -1 0 0 1 57.02362 165.8236 cm +1 0 0 1 57.02362 725.8236 cm Q q -1 0 0 1 57.02362 153.8236 cm +1 0 0 1 57.02362 713.8236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -9830,10 +9964,10 @@ Q Q Q q -1 0 0 1 57.02362 147.8236 cm +1 0 0 1 57.02362 707.8236 cm Q q -1 0 0 1 57.02362 135.8236 cm +1 0 0 1 57.02362 695.8236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -9855,10 +9989,10 @@ Q Q Q q -1 0 0 1 57.02362 129.8236 cm +1 0 0 1 57.02362 689.8236 cm Q q -1 0 0 1 57.02362 105.8236 cm +1 0 0 1 57.02362 665.8236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -9880,10 +10014,10 @@ Q Q Q q -1 0 0 1 57.02362 99.82362 cm +1 0 0 1 57.02362 659.8236 cm Q q -1 0 0 1 57.02362 87.82362 cm +1 0 0 1 57.02362 647.8236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -9905,47 +10039,38 @@ Q Q Q q -1 0 0 1 57.02362 69.82362 cm +1 0 0 1 57.02362 629.8236 cm Q - -endstream -endobj -168 0 obj -<< -/Length 15434 ->> -stream -1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 729.0236 cm +1 0 0 1 57.02362 587.8236 cm q BT 1 0 0 1 0 26 Tm .98631 Tw 12 TL /F1 10 Tf 0 0 0 rg (The shared functional suite matters: it runs byte-identical Scheme source through two different runtimes &) Tj T* 0 Tw .353432 Tw (compares output. Python & C agree 189 times per run. When they disagree, that tells us something specific) Tj T* 0 Tw (& actionable.) Tj T* ET Q Q q -1 0 0 1 57.02362 699.0236 cm +1 0 0 1 57.02362 557.8236 cm q BT 1 0 0 1 0 14 Tm 3.001043 Tw 12 TL /F1 10 Tf 0 0 0 rg (Cross-implementation portal exchange is verified separately: ) Tj /F5 10 Tf (tests/portal-cross-test.sh) Tj /F1 10 Tf ( runs 9) Tj T* 0 Tw (producer\327consumer combinations. All 9 green.) Tj T* ET Q Q q -1 0 0 1 57.02362 667.8236 cm +1 0 0 1 57.02362 526.6236 cm q BT 1 0 0 1 0 2.2 Tm 13.2 TL /F2 11 Tf .133333 .133333 .133333 rg (11.2 File I/O Parity) Tj T* ET Q Q q -1 0 0 1 57.02362 635.8236 cm +1 0 0 1 57.02362 494.6236 cm q 0 0 0 rg BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL .155596 Tw (All three implementations share the same minimal file I/O vocabulary \227 discovered necessary while building) Tj T* 0 Tw (the cross-impl portal:) Tj T* ET Q Q q -1 0 0 1 57.02362 629.8236 cm +1 0 0 1 57.02362 488.6236 cm Q q -1 0 0 1 57.02362 449.8236 cm +1 0 0 1 57.02362 308.6236 cm q 1 1 1 rg n 0 180 481.2283 -18 re f* @@ -10338,79 +10463,77 @@ Q Q Q q -1 0 0 1 57.02362 449.8236 cm +1 0 0 1 57.02362 308.6236 cm Q q -1 0 0 1 57.02362 383.8236 cm +1 0 0 1 57.02362 242.6236 cm q BT 1 0 0 1 0 50 Tm .254609 Tw 12 TL /F1 10 Tf 0 0 0 rg (The asm port representation deserves a note. Because all three tag bits are consumed by the existing value) Tj T* 0 Tw 4.102038 Tw (types \(int/pair/sym/closure/builtin/special/string/vector\), we encode ports as ) Tj /F5 10 Tf (SPECIAL) Tj /F1 10 Tf ( values ) Tj /F6 10 Tf 12 TL (\263) Tj /F1 10 Tf 12 TL ( 1000:) Tj T* 0 Tw 8.520835 Tw /F5 10 Tf (port_val) Tj ( ) Tj (=) Tj ( ) Tj (\(\(PORT_SPECIAL_BASE) Tj ( ) Tj (+) Tj ( ) Tj (fd\)) Tj ( ) Tj (<) Tj (<) Tj ( ) Tj (3\)) Tj ( ) Tj (|) Tj ( ) Tj (TAG_SPECIAL) Tj /F1 10 Tf (. Extraction is) Tj T* 0 Tw .162256 Tw /F5 10 Tf (fd) Tj ( ) Tj (=) Tj ( ) Tj (\(val) Tj ( ) Tj (>) Tj (>) Tj ( ) Tj (3\)) Tj ( ) Tj (-) Tj ( ) Tj (PORT_SPECIAL_BASE) Tj /F1 10 Tf (. ) Tj /F5 10 Tf (port?) Tj /F1 10 Tf ( is a range check. No tag expansion, no heap object,) Tj T* 0 Tw (no allocator pressure \227 the port is the file descriptor, wrapped.) Tj T* ET Q Q q -1 0 0 1 57.02362 352.6236 cm +1 0 0 1 57.02362 211.4236 cm q BT 1 0 0 1 0 2.2 Tm 13.2 TL /F2 11 Tf .133333 .133333 .133333 rg (11.3 Sockets: One HTTP Server, Three Runtimes) Tj T* ET Q Q q -1 0 0 1 57.02362 332.6236 cm +1 0 0 1 57.02362 191.4236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Six primitives extend the file-I/O vocabulary to TCP:) Tj T* ET Q Q q -1 0 0 1 57.02362 326.6236 cm +1 0 0 1 57.02362 185.4236 cm Q q -1 0 0 1 57.02362 188.6236 cm +1 0 0 1 57.02362 65.42362 cm q 1 1 1 rg -n 0 138 481.2283 -18 re f* -.878431 .878431 .878431 rg n 0 120 481.2283 -18 re f* -1 1 1 rg -n 0 102 481.2283 -30 re f* .878431 .878431 .878431 rg -n 0 72 481.2283 -18 re f* +n 0 102 481.2283 -18 re f* 1 1 1 rg +n 0 84 481.2283 -30 re f* +.878431 .878431 .878431 rg n 0 54 481.2283 -18 re f* -.878431 .878431 .878431 rg -n 0 36 481.2283 -18 re f* 1 1 1 rg +n 0 36 481.2283 -18 re f* +.878431 .878431 .878431 rg n 0 18 481.2283 -18 re f* 0 0 0 rg BT /F3 10 Tf 12 TL ET q -1 0 0 1 6 123 cm +1 0 0 1 6 105 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL 70.59511 0 Td (Builtin) Tj T* -70.59511 0 Td ET Q Q q -1 0 0 1 190.3002 123 cm +1 0 0 1 190.3002 105 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL 40.66231 0 Td (Semantics) Tj T* -40.66231 0 Td ET Q Q q -1 0 0 1 333.6448 123 cm +1 0 0 1 333.6448 105 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL 13.48225 0 Td (Py) Tj T* -13.48225 0 Td ET Q Q q -1 0 0 1 384.8393 123 cm +1 0 0 1 384.8393 105 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL 15.98725 0 Td (C) Tj T* -15.98725 0 Td ET Q Q q -1 0 0 1 436.0338 123 cm +1 0 0 1 436.0338 105 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL 9.592252 0 Td (asm) Tj T* -9.592252 0 Td ET @@ -10419,53 +10542,19 @@ Q 0 0 0 rg BT /F1 10 Tf 12 TL ET q -1 0 0 1 6 105 cm +1 0 0 1 6 87 cm q BT 1 0 0 1 0 2 Tm 12 TL /F5 10 Tf 0 0 0 rg (\(tcp-listen) Tj ( ) Tj (port\)) Tj T* ET Q Q q -1 0 0 1 190.3002 105 cm +1 0 0 1 190.3002 87 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (bind + listen on 0.0.0.0:port) Tj T* ET Q Q q -1 0 0 1 333.6448 105 cm -q -0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F9 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET -Q -Q -q -1 0 0 1 384.8393 105 cm -q -0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F9 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET -Q -Q -q -1 0 0 1 436.0338 105 cm -q -0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F9 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET -Q -Q -q -1 0 0 1 6 87 cm -q -BT 1 0 0 1 0 2 Tm 12 TL /F5 10 Tf 0 0 0 rg (\(tcp-accept) Tj ( ) Tj (server\)) Tj T* ET -Q -Q -q -1 0 0 1 190.3002 75 cm -q -0 0 0 rg -BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL (block until connection, return) Tj T* (client port) Tj T* ET -Q -Q -q 1 0 0 1 333.6448 87 cm q 0 0 0 rg @@ -10487,34 +10576,34 @@ BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F9 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q -1 0 0 1 6 57 cm +1 0 0 1 6 69 cm q -BT 1 0 0 1 0 2 Tm 12 TL /F5 10 Tf 0 0 0 rg (\(tcp-connect) Tj ( ) Tj (host) Tj ( ) Tj (port\)) Tj T* ET +BT 1 0 0 1 0 2 Tm 12 TL /F5 10 Tf 0 0 0 rg (\(tcp-accept) Tj ( ) Tj (server\)) Tj T* ET Q Q q 1 0 0 1 190.3002 57 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (client-side connect) Tj T* ET +BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL (block until connection, return) Tj T* (client port) Tj T* ET Q Q q -1 0 0 1 333.6448 57 cm +1 0 0 1 333.6448 69 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F9 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q -1 0 0 1 384.8393 57 cm +1 0 0 1 384.8393 69 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F9 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET Q Q q -1 0 0 1 436.0338 57 cm +1 0 0 1 436.0338 69 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F9 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET @@ -10523,14 +10612,14 @@ Q q 1 0 0 1 6 39 cm q -BT 1 0 0 1 0 2 Tm 12 TL /F5 10 Tf 0 0 0 rg (\(tcp-recv) Tj ( ) Tj (sock) Tj ( ) Tj (max\)) Tj T* ET +BT 1 0 0 1 0 2 Tm 12 TL /F5 10 Tf 0 0 0 rg (\(tcp-connect) Tj ( ) Tj (host) Tj ( ) Tj (port\)) Tj T* ET Q Q q 1 0 0 1 190.3002 39 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (read bytes as string) Tj T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (client-side connect) Tj T* ET Q Q q @@ -10557,14 +10646,14 @@ Q q 1 0 0 1 6 21 cm q -BT 1 0 0 1 0 2 Tm 12 TL /F5 10 Tf 0 0 0 rg (\(tcp-send) Tj ( ) Tj (sock) Tj ( ) Tj (string\)) Tj T* ET +BT 1 0 0 1 0 2 Tm 12 TL /F5 10 Tf 0 0 0 rg (\(tcp-recv) Tj ( ) Tj (sock) Tj ( ) Tj (max\)) Tj T* ET Q Q q 1 0 0 1 190.3002 21 cm q 0 0 0 rg -BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (write bytes, return count) Tj T* ET +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (read bytes as string) Tj T* ET Q Q q @@ -10591,6 +10680,77 @@ Q q 1 0 0 1 6 3 cm q +BT 1 0 0 1 0 2 Tm 12 TL /F5 10 Tf 0 0 0 rg (\(tcp-send) Tj ( ) Tj (sock) Tj ( ) Tj (string\)) Tj T* ET +Q +Q +q +1 0 0 1 190.3002 3 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (write bytes, return count) Tj T* ET +Q +Q +q +1 0 0 1 333.6448 3 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F9 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +Q +Q +q +1 0 0 1 384.8393 3 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F9 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +Q +Q +q +1 0 0 1 436.0338 3 cm +q +0 0 0 rg +BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL /F9 10 Tf 12 TL (3) Tj /F1 10 Tf 12 TL T* ET +Q +Q +q +1 J +1 j +0 0 0 RG +.25 w +n 0 0 m 481.2283 0 l S +n 0 102 m 481.2283 102 l S +n 0 84 m 481.2283 84 l S +n 0 54 m 481.2283 54 l S +n 0 36 m 481.2283 36 l S +n 0 18 m 481.2283 18 l S +n 184.3002 0 m 184.3002 120 l S +n 327.6448 0 m 327.6448 120 l S +n 378.8393 0 m 378.8393 120 l S +n 430.0338 0 m 430.0338 120 l S +n 0 120 m 481.2283 120 l S +n 0 0 m 0 120 l S +n 481.2283 0 m 481.2283 120 l S +Q +Q +Q + +endstream +endobj +173 0 obj +<< +/Length 9556 +>> +stream +1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET +q +1 0 0 1 57.02362 747.0236 cm +q +1 1 1 rg +n 0 18 481.2283 -18 re f* +0 0 0 rg +BT /F1 10 Tf 12 TL ET +q +1 0 0 1 6 3 cm +q BT 1 0 0 1 0 2 Tm 12 TL /F5 10 Tf 0 0 0 rg (\(tcp-close) Tj ( ) Tj (sock\)) Tj T* ET Q Q @@ -10627,40 +10787,34 @@ q 1 j 0 0 0 RG .25 w -n 0 120 m 481.2283 120 l S -n 0 102 m 481.2283 102 l S -n 0 72 m 481.2283 72 l S -n 0 54 m 481.2283 54 l S -n 0 36 m 481.2283 36 l S n 0 18 m 481.2283 18 l S -n 184.3002 0 m 184.3002 138 l S -n 327.6448 0 m 327.6448 138 l S -n 378.8393 0 m 378.8393 138 l S -n 430.0338 0 m 430.0338 138 l S -n 0 138 m 481.2283 138 l S +n 184.3002 0 m 184.3002 18 l S +n 327.6448 0 m 327.6448 18 l S +n 378.8393 0 m 378.8393 18 l S +n 430.0338 0 m 430.0338 18 l S +n 0 0 m 0 18 l S +n 481.2283 0 m 481.2283 18 l S n 0 0 m 481.2283 0 l S -n 0 0 m 0 138 l S -n 481.2283 0 m 481.2283 138 l S Q Q Q q -1 0 0 1 57.02362 188.6236 cm +1 0 0 1 57.02362 747.0236 cm Q q -1 0 0 1 57.02362 146.6236 cm +1 0 0 1 57.02362 705.0236 cm q BT 1 0 0 1 0 26 Tm .215176 Tw 12 TL /F1 10 Tf 0 0 0 rg (Sockets share the same port representation as files \227 in asm the fd is packed into ) Tj /F5 10 Tf (SPECIAL) Tj /F1 10 Tf ( values ) Tj /F6 10 Tf 12 TL (\263) Tj /F1 10 Tf 12 TL ( 1000,) Tj T* 0 Tw .794123 Tw (in Python + C the fd lives inside an existing ULPort struct. ) Tj /F5 10 Tf (read) Tj /F1 10 Tf (/) Tj /F5 10 Tf (write) Tj /F1 10 Tf ( unify because to Linux a socket is) Tj T* 0 Tw (just an fd.) Tj T* ET Q Q q -1 0 0 1 57.02362 116.6236 cm +1 0 0 1 57.02362 675.0236 cm q BT 1 0 0 1 0 14 Tm .886796 Tw 12 TL /F5 10 Tf 0 0 0 rg (examples/http-server.lsp) Tj /F1 10 Tf ( is a 90-line HTTP/1.0 server. It parses a request line, dispatches by path,) Tj T* 0 Tw (and returns 200/404 with Content-Length. The same file runs unmodified in all three impls:) Tj T* ET Q Q q -1 0 0 1 57.02362 66.62362 cm +1 0 0 1 57.02362 625.0236 cm q q 1 0 0 1 0 0 cm @@ -10679,26 +10833,17 @@ Q Q Q Q - -endstream -endobj -169 0 obj -<< -/Length 9729 ->> -stream -1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 717.0236 cm +1 0 0 1 57.02362 569.0236 cm q BT 1 0 0 1 0 38 Tm -0.093471 Tw 12 TL /F1 10 Tf 0 0 0 rg (The companion ) Tj /F5 10 Tf (examples/http-client-bench.lsp) Tj /F1 10 Tf ( is a 45-line load generator using only the six ) Tj /F5 10 Tf (tcp-*) Tj /F1 10 Tf T* 0 Tw 2.952577 Tw (primitives plus ) Tj /F5 10 Tf (current-time-ms) Tj /F1 10 Tf (. In-process client eliminates the ~2 ms/request fork overhead that) Tj T* 0 Tw 1.553486 Tw (curl-based benchmarks suffer, so real server throughput shows through. ) Tj /F3 10 Tf (Reproduce:) Tj /F1 10 Tf ( ) Tj /F5 10 Tf (make) Tj ( ) Tj (bench-web) Tj /F1 10 Tf T* 0 Tw (\(source: ) Tj /F5 10 Tf (tests/web-benchmark.sh) Tj /F1 10 Tf (\).) Tj T* ET Q Q q -1 0 0 1 57.02362 711.0236 cm +1 0 0 1 57.02362 563.0236 cm Q q -1 0 0 1 57.02362 621.0236 cm +1 0 0 1 57.02362 473.0236 cm q 1 1 1 rg n 0 90 481.2283 -18 re f* @@ -10838,31 +10983,31 @@ Q Q Q q -1 0 0 1 57.02362 621.0236 cm +1 0 0 1 57.02362 473.0236 cm Q q -1 0 0 1 57.02362 591.0236 cm +1 0 0 1 57.02362 443.0236 cm q BT 1 0 0 1 0 14 Tm .163917 Tw 12 TL /F1 10 Tf 0 0 0 rg (\(The asm-server / asm-client pair is the fastest cell here \227 2,994 req/s from a 22 KB binary, served & driven) Tj T* 0 Tw (by the same 22 KB binary.\)) Tj T* ET Q Q q -1 0 0 1 57.02362 549.0236 cm +1 0 0 1 57.02362 401.0236 cm q BT 1 0 0 1 0 26 Tm .050596 Tw 12 TL /F1 10 Tf 0 0 0 rg (For external comparison: ) Tj /F5 10 Tf (python3) Tj ( ) Tj (-m) Tj ( ) Tj (http.server) Tj /F1 10 Tf ( and busybox httpd both land around 382 req/s under) Tj T* 0 Tw 1.458334 Tw (a curl client on the same machine. When driven by an in-process client they hit the same ceiling as our) Tj T* 0 Tw (servers \227 the bottleneck has always been the client fork/exec, not the server.) Tj T* ET Q Q q -1 0 0 1 57.02362 495.0236 cm +1 0 0 1 57.02362 347.0236 cm q BT 1 0 0 1 0 38 Tm 2.116575 Tw 12 TL /F3 10 Tf 0 0 0 rg (What's remarkable is not the speed.) Tj /F1 10 Tf ( It is that a 22 KB binary with zero libc dependency and seven) Tj T* 0 Tw .829353 Tw (canonical Linux syscalls plus the socket family runs HTTP as fast as anything else on the machine, with a) Tj T* 0 Tw .829272 Tw (protocol handler written in portable Scheme that runs byte-for-byte in all three runtimes. The asm binary is) Tj T* 0 Tw /F3 10 Tf (96\327 smaller than busybox httpd) Tj /F1 10 Tf ( \(2.1 MB\) and ) Tj /F3 10 Tf (360\327 smaller than the Python interpreter) Tj /F1 10 Tf ( alone \(8 MB\).) Tj T* ET Q Q q -1 0 0 1 57.02362 487.0236 cm +1 0 0 1 57.02362 339.0236 cm Q q -1 0 0 1 57.02362 438.6988 cm +1 0 0 1 57.02362 290.6988 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -10885,29 +11030,29 @@ Q Q Q q -1 0 0 1 57.02362 430.6988 cm +1 0 0 1 57.02362 282.6988 cm Q q -1 0 0 1 57.02362 399.4988 cm +1 0 0 1 57.02362 251.4988 cm q BT 1 0 0 1 0 2.2 Tm 13.2 TL /F2 11 Tf .133333 .133333 .133333 rg (11.4 S-expressions over Sockets: RPC, REPL, and Chains) Tj T* ET Q Q q -1 0 0 1 57.02362 355.4988 cm +1 0 0 1 57.02362 207.4988 cm q 0 0 0 rg BT 1 0 0 1 0 26 Tm /F1 10 Tf 12 TL .048022 Tw (The HTTP example sends request-line bytes and response-line bytes. Those bytes don't have to be HTTP. If) Tj T* 0 Tw .199913 Tw (both sides of the wire speak Scheme, the wire protocol can be Scheme source itself \227 the reader is already) Tj T* 0 Tw (the parser you need. Two new builtins close the loop in all three impls:) Tj T* ET Q Q q -1 0 0 1 57.02362 349.4988 cm +1 0 0 1 57.02362 201.4988 cm Q q -1 0 0 1 57.02362 349.4988 cm +1 0 0 1 57.02362 201.4988 cm Q q -1 0 0 1 57.02362 337.4988 cm +1 0 0 1 57.02362 189.4988 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -10929,10 +11074,10 @@ Q Q Q q -1 0 0 1 57.02362 331.4988 cm +1 0 0 1 57.02362 183.4988 cm Q q -1 0 0 1 57.02362 307.4988 cm +1 0 0 1 57.02362 159.4988 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -10954,105 +11099,88 @@ Q Q Q q -1 0 0 1 57.02362 289.4988 cm +1 0 0 1 57.02362 141.4988 cm Q q -1 0 0 1 57.02362 271.4988 cm +1 0 0 1 57.02362 123.4988 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Two server patterns emerge:) Tj T* ET Q Q q -1 0 0 1 57.02362 229.4988 cm +1 0 0 1 57.02362 81.49883 cm q BT 1 0 0 1 0 26 Tm .027362 Tw 12 TL /F3 10 Tf 0 0 0 rg (Whitelisted RPC) Tj /F1 10 Tf ( \() Tj /F5 10 Tf (examples/rpc-server.lsp) Tj /F1 10 Tf (, 90 lines\). The server reads a request sexp, dispatches by) Tj T* 0 Tw 1.114908 Tw (car on a closed set \() Tj /F5 10 Tf (ping) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (add) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (mul) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (fib) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (echo) Tj /F1 10 Tf (\), never calls ) Tj /F5 10 Tf (eval) Tj /F1 10 Tf ( on client input. Safe by construction.) Tj T* 0 Tw (Uses ) Tj /F5 10 Tf (heap-snapshot) Tj /F1 10 Tf (/) Tj /F5 10 Tf (heap-restore) Tj /F1 10 Tf ( for O\(1\) memory on asm.) Tj T* ET Q Q + +endstream +endobj +174 0 obj +<< +/Length 8522 +>> +stream +1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 163.4988 cm +1 0 0 1 57.02362 705.0236 cm q BT 1 0 0 1 0 50 Tm .076027 Tw 12 TL /F3 10 Tf 0 0 0 rg (Full remote REPL) Tj /F1 10 Tf ( \() Tj /F5 10 Tf (examples/repl-server.lsp) Tj /F1 10 Tf (, 70 lines\). The server reads a request sexp and passes) Tj T* 0 Tw .534609 Tw (it straight to ) Tj /F5 10 Tf (eval) Tj /F1 10 Tf (. Persistent global env across connections; ) Tj /F5 10 Tf (\(define) Tj ( ) Tj (x) Tj ( ) Tj (42\)) Tj /F1 10 Tf ( from one call is visible from) Tj T* 0 Tw 1.463453 Tw (the next. DANGER: any reachable client can run arbitrary Scheme in-process. Deliberately does not use) Tj T* 0 Tw .876027 Tw /F5 10 Tf (heap-snapshot) Tj /F1 10 Tf ( because remote ) Tj /F5 10 Tf (define) Tj /F1 10 Tf ( adds bindings past any snapshot point; the ) Tj /F5 10 Tf (ulimit) Tj ( ) Tj (-v) Tj /F1 10 Tf ( safety) Tj T* 0 Tw (cap \(512 MB\) backstops the leak.) Tj T* ET Q Q q -1 0 0 1 57.02362 133.4988 cm +1 0 0 1 57.02362 675.0236 cm q 0 0 0 rg BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL .909903 Tw (Both patterns run byte-identically in Python, C, and asm. The 3\3273 server\327client matrix is 9/9 green \227 any) Tj T* 0 Tw (runtime can host either side.) Tj T* ET Q Q q -1 0 0 1 57.02362 91.49883 cm +1 0 0 1 57.02362 633.0236 cm q BT 1 0 0 1 0 26 Tm 1.432577 Tw 12 TL /F3 10 Tf 0 0 0 rg (Chains: relays across runtimes.) Tj /F1 10 Tf ( A transparent relay \() Tj /F5 10 Tf (examples/rpc-relay.lsp) Tj /F1 10 Tf (, 50 lines\) accepts a) Tj T* 0 Tw 1.39989 Tw (connection, forwards the request bytes to a backend without parsing, relays the reply back. Because the) Tj T* 0 Tw (envelope is Scheme source and the relay never opens it, chains of arbitrary runtimes compose naturally:) Tj T* ET Q Q q -1 0 0 1 57.02362 85.49883 cm +1 0 0 1 57.02362 627.0236 cm Q q -1 0 0 1 57.02362 67.49883 cm +1 0 0 1 57.02362 537.0236 cm q 1 1 1 rg +n 0 90 481.2283 -18 re f* +.878431 .878431 .878431 rg +n 0 72 481.2283 -18 re f* +1 1 1 rg +n 0 54 481.2283 -18 re f* +.878431 .878431 .878431 rg +n 0 36 481.2283 -18 re f* +1 1 1 rg n 0 18 481.2283 -18 re f* 0 0 0 rg BT /F3 10 Tf 12 TL ET q -1 0 0 1 6 3 cm +1 0 0 1 6 75 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL 79.91699 0 Td (Chain \(200 ping requests\)) Tj T* -79.91699 0 Td ET Q Q q -1 0 0 1 300.084 3 cm +1 0 0 1 300.084 75 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL 14.11109 0 Td (Requests/s) Tj T* -14.11109 0 Td ET Q Q q -1 0 0 1 393.6562 3 cm +1 0 0 1 393.6562 75 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL 10.22609 0 Td (Per-hop cost) Tj T* -10.22609 0 Td ET Q Q -q -1 J -1 j -0 0 0 RG -.25 w -n 0 0 m 481.2283 0 l S -n 294.084 0 m 294.084 18 l S -n 387.6562 0 m 387.6562 18 l S -n 0 18 m 481.2283 18 l S -n 0 0 m 0 18 l S -n 481.2283 0 m 481.2283 18 l S -Q -Q -Q - -endstream -endobj -170 0 obj -<< -/Length 8969 ->> -stream -1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET -q -1 0 0 1 57.02362 693.0236 cm -q -1 1 1 rg -n 0 72 481.2283 -18 re f* -.878431 .878431 .878431 rg -n 0 54 481.2283 -18 re f* -1 1 1 rg -n 0 36 481.2283 -18 re f* -.878431 .878431 .878431 rg -n 0 18 481.2283 -18 re f* 0 0 0 rg BT /F1 10 Tf 12 TL ET q @@ -11148,57 +11276,58 @@ n 0 72 m 481.2283 72 l S n 0 54 m 481.2283 54 l S n 0 36 m 481.2283 36 l S n 0 18 m 481.2283 18 l S -n 294.084 0 m 294.084 72 l S -n 387.6562 0 m 387.6562 72 l S -n 0 0 m 0 72 l S -n 481.2283 0 m 481.2283 72 l S +n 294.084 0 m 294.084 90 l S +n 387.6562 0 m 387.6562 90 l S +n 0 90 m 481.2283 90 l S n 0 0 m 481.2283 0 l S +n 0 0 m 0 90 l S +n 481.2283 0 m 481.2283 90 l S Q Q Q q -1 0 0 1 57.02362 693.0236 cm +1 0 0 1 57.02362 537.0236 cm Q q -1 0 0 1 57.02362 627.0236 cm +1 0 0 1 57.02362 471.0236 cm q BT 1 0 0 1 0 50 Tm 1.815464 Tw 12 TL /F1 10 Tf 0 0 0 rg (Each relay hop costs ~650 \265s \(one full TCP round-trip + context switches on the same host, no actual) Tj T* 0 Tw 5.709882 Tw (parsing work\). The relay never allocates anything beyond a transient buffer; on asm it uses) Tj T* 0 Tw 1.25985 Tw /F5 10 Tf (heap-snapshot) Tj /F1 10 Tf (/) Tj /F5 10 Tf (heap-restore) Tj /F1 10 Tf ( to keep memory flat under load. Four runtimes strung together through) Tj T* 0 Tw 3.232362 Tw (two relay machines, the same ) Tj /F5 10 Tf (.lsp) Tj /F1 10 Tf ( on every hop. ) Tj /F3 10 Tf (Reproduce:) Tj /F1 10 Tf ( ) Tj /F5 10 Tf (make) Tj ( ) Tj (bench-rpc-chain) Tj /F1 10 Tf ( \(source:) Tj T* 0 Tw /F5 10 Tf (tests/rpc-chain-bench.sh) Tj /F1 10 Tf (\).) Tj T* ET Q Q q -1 0 0 1 57.02362 585.0236 cm +1 0 0 1 57.02362 429.0236 cm q 0 0 0 rg BT 1 0 0 1 0 26 Tm /F1 10 Tf 12 TL .921575 Tw (The result is not a performance story \227 it is a composition story. S-expressions are the envelope and the) Tj T* 0 Tw .649925 Tw (payload. A 22 KB binary can be a backend, a relay, a client, or any point in a chain; the protocol needs no) Tj T* 0 Tw (separate definition because the protocol IS the language.) Tj T* ET Q Q q -1 0 0 1 57.02362 553.8236 cm +1 0 0 1 57.02362 397.8236 cm q BT 1 0 0 1 0 2.2 Tm 13.2 TL /F2 11 Tf .133333 .133333 .133333 rg (11.5 Portal over HTTP: State Transfer Between Machines) Tj T* ET Q Q q -1 0 0 1 57.02362 509.8236 cm +1 0 0 1 57.02362 353.8236 cm q 0 0 0 rg BT 1 0 0 1 0 26 Tm /F1 10 Tf 12 TL .273647 Tw (The HTTP server carries request bytes. The portal serializes machine state to bytes. Combine them: a node) Tj T* 0 Tw .711667 Tw (exposes its state as an HTTP endpoint, another node pulls that endpoint down and resumes. This was the) Tj T* 0 Tw (first item in \24713 Future Work \227 it is now a running demo.) Tj T* ET Q Q q -1 0 0 1 57.02362 467.8236 cm +1 0 0 1 57.02362 311.8236 cm q BT 1 0 0 1 0 26 Tm .363486 Tw 12 TL /F5 10 Tf 0 0 0 rg (examples/portal-http-server.lsp) Tj /F1 10 Tf ( holds some state \(integer counter, list, string, the result of fib\(30\)\)) Tj T* 0 Tw 1.391223 Tw (and answers ) Tj /F5 10 Tf (GET) Tj ( ) Tj (/portal) Tj /F1 10 Tf ( with an S-expression portal body \227 literally a sequence of ) Tj /F5 10 Tf (\(define) Tj ( ) Tj (...\)) Tj /F1 10 Tf T* 0 Tw (forms.) Tj T* ET Q Q q -1 0 0 1 57.02362 425.8236 cm +1 0 0 1 57.02362 269.8236 cm q BT 1 0 0 1 0 26 Tm 1.574395 Tw 12 TL /F5 10 Tf 0 0 0 rg (examples/portal-http-client.lsp) Tj /F1 10 Tf ( dials the endpoint, strips the HTTP headers, splits the body by) Tj T* 0 Tw 2.070759 Tw (newline, and for each non-empty, non-comment line calls ) Tj /F5 10 Tf (\(eval) Tj ( ) Tj (\(read-from-string) Tj ( ) Tj (line\)\)) Tj /F1 10 Tf (. The) Tj T* 0 Tw (remote bindings become local.) Tj T* ET Q Q q -1 0 0 1 57.02362 289.4236 cm +1 0 0 1 57.02362 133.4236 cm q q 1 0 0 1 0 0 cm @@ -11218,32 +11347,41 @@ Q Q Q q -1 0 0 1 57.02362 233.4236 cm +1 0 0 1 57.02362 77.42362 cm q BT 1 0 0 1 0 38 Tm .351019 Tw 12 TL /F3 10 Tf 0 0 0 rg (3\3273 matrix green:) Tj /F1 10 Tf ( Python/C/asm in any role \227 server or client or both \227 exchange state correctly. All nine) Tj T* 0 Tw 2.399835 Tw (combinations verified. ) Tj /F5 10 Tf (examples/portal-http-client.lsp) Tj /F1 10 Tf ( is 90 lines of portable Scheme; the full) Tj T* 0 Tw 3.611529 Tw (round-trip uses only the six ) Tj /F5 10 Tf (tcp-*) Tj /F1 10 Tf ( primitives plus ) Tj /F5 10 Tf (read-from-string) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (eval) Tj /F1 10 Tf (, and standard string) Tj T* 0 Tw (manipulation.) Tj T* ET Q Q + +endstream +endobj +175 0 obj +<< +/Length 7256 +>> +stream +1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 179.4236 cm +1 0 0 1 57.02362 717.0236 cm q BT 1 0 0 1 0 38 Tm 1.468556 Tw 12 TL /F1 10 Tf 0 0 0 rg (The client needs ) Tj /F5 10 Tf (eval) Tj /F1 10 Tf ( semantics that install define-bindings in the global env regardless of the dynamic) Tj T* 0 Tw .000439 Tw (scope of the ) Tj /F5 10 Tf (eval) Tj /F1 10 Tf ( call. Python and C originally evaluated the ) Tj /F5 10 Tf (eval) Tj /F1 10 Tf ( result in the caller's env, which worked at) Tj T* 0 Tw .282545 Tw (top level but silently failed inside a helper function. A two-line fix in each \() Tj /F5 10 Tf (env) Tj ( ) Tj (=) Tj ( ) Tj (env.g) Tj /F1 10 Tf ( in Python's ) Tj /F5 10 Tf (leval) Tj /F1 10 Tf (,) Tj T* 0 Tw /F5 10 Tf (env) Tj ( ) Tj (=) Tj ( ) Tj (env-) Tj (>) Tj (global) Tj /F1 10 Tf ( in C's SYM_EVAL branch\) aligns both with asm's long-standing ) Tj /F5 10 Tf (bi_eval) Tj /F1 10 Tf ( behavior.) Tj T* ET Q Q q -1 0 0 1 57.02362 149.4236 cm +1 0 0 1 57.02362 687.0236 cm q 0 0 0 rg BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL 3.231772 Tw (This is the closing demonstration of "feedback is all you need" extended across all four scopes. A) Tj T* 0 Tw (continuation-style value \227 here, a set of bindings \227 travels:) Tj T* ET Q Q q -1 0 0 1 57.02362 143.4236 cm +1 0 0 1 57.02362 681.0236 cm Q q -1 0 0 1 57.02362 143.4236 cm +1 0 0 1 57.02362 681.0236 cm Q q -1 0 0 1 57.02362 131.4236 cm +1 0 0 1 57.02362 669.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -11265,10 +11403,10 @@ Q Q Q q -1 0 0 1 57.02362 125.4236 cm +1 0 0 1 57.02362 663.0236 cm Q q -1 0 0 1 57.02362 113.4236 cm +1 0 0 1 57.02362 651.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -11291,10 +11429,10 @@ Q Q Q q -1 0 0 1 57.02362 107.4236 cm +1 0 0 1 57.02362 645.0236 cm Q q -1 0 0 1 57.02362 95.42362 cm +1 0 0 1 57.02362 633.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -11317,10 +11455,10 @@ Q Q Q q -1 0 0 1 57.02362 89.42362 cm +1 0 0 1 57.02362 627.0236 cm Q q -1 0 0 1 57.02362 77.42362 cm +1 0 0 1 57.02362 615.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -11343,45 +11481,36 @@ Q Q Q q -1 0 0 1 57.02362 62.69291 cm +1 0 0 1 57.02362 597.0236 cm Q - -endstream -endobj -171 0 obj -<< -/Length 6860 ->> -stream -1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 741.0236 cm +1 0 0 1 57.02362 567.0236 cm q 0 0 0 rg BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL .68135 Tw (The wire protocol and the language are the same artifact. A 22 KB binary can be any node in any chain of) Tj T* 0 Tw (any scope.) Tj T* ET Q Q q -1 0 0 1 57.02362 709.8236 cm +1 0 0 1 57.02362 535.8236 cm q BT 1 0 0 1 0 2.2 Tm 13.2 TL /F2 11 Tf .133333 .133333 .133333 rg (11.6 heap-snapshot: The Arena Escape Hatch) Tj T* ET Q Q q -1 0 0 1 57.02362 665.8236 cm +1 0 0 1 57.02362 491.8236 cm q BT 1 0 0 1 0 26 Tm -0.12705 Tw 12 TL /F1 10 Tf 0 0 0 rg (The asm bump allocator has no GC. Every ) Tj /F5 10 Tf (string-append) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (tcp-recv) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (make-pair) Tj /F1 10 Tf (, or similar per-request) Tj T* 0 Tw 1.173647 Tw (allocation grows r15. Over a long-running server that is an unbounded leak \227 an incident on 2026-04-16) Tj T* 0 Tw (drove an asm server to 19.3 GB RSS before being killed.) Tj T* ET Q Q q -1 0 0 1 57.02362 647.8236 cm +1 0 0 1 57.02362 473.8236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Two new builtins fix this without introducing a collector:) Tj T* ET Q Q q -1 0 0 1 57.02362 607.4236 cm +1 0 0 1 57.02362 433.4236 cm q q 1 0 0 1 0 0 cm @@ -11401,21 +11530,21 @@ Q Q Q q -1 0 0 1 57.02362 575.4236 cm +1 0 0 1 57.02362 401.4236 cm q 0 0 0 rg BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL .828138 Tw (Python + C expose the same names as no-ops \(their real GCs already handle this\). Portable Scheme can) Tj T* 0 Tw (call them unconditionally.) Tj T* ET Q Q q -1 0 0 1 57.02362 557.4236 cm +1 0 0 1 57.02362 383.4236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (The pattern is narrow by design:) Tj T* ET Q Q q -1 0 0 1 57.02362 488.2236 cm +1 0 0 1 57.02362 314.2236 cm q q 1 0 0 1 0 0 cm @@ -11436,39 +11565,39 @@ Q Q Q q -1 0 0 1 57.02362 432.2236 cm +1 0 0 1 57.02362 258.2236 cm q 0 0 0 rg BT 1 0 0 1 0 38 Tm /F1 10 Tf 12 TL .76989 Tw (The snapshot is dangerously precise: anything allocated after the snap and still reachable after the restore) Tj T* 0 Tw -0.00705 Tw (becomes a dangling pointer. The canonical pattern \(HTTP request scope\) allocates per-request and discards) Tj T* 0 Tw 1.660522 Tw (per-request \227 nothing escapes. Measured asm RSS with this pattern: 88 KB initial, 100 KB after 1,100) Tj T* 0 Tw (requests. Flat.) Tj T* ET Q Q q -1 0 0 1 57.02362 390.2236 cm +1 0 0 1 57.02362 216.2236 cm q 0 0 0 rg BT 1 0 0 1 0 26 Tm /F1 10 Tf 12 TL .241019 Tw (This is not a general-purpose allocator. It is an escape hatch the programmer uses when they can prove the) Tj T* 0 Tw 1.593647 Tw (scope boundary. For general programs on asm, the heap still grows. For the HTTP server pattern, O\(1\)) Tj T* 0 Tw (memory costs two lines of code.) Tj T* ET Q Q q -1 0 0 1 57.02362 359.0236 cm +1 0 0 1 57.02362 185.0236 cm q BT 1 0 0 1 0 2.2 Tm 13.2 TL /F2 11 Tf .133333 .133333 .133333 rg (11.7 Static File Serving: Cache, Sendfile, and Adaptive Preload) Tj T* ET Q Q q -1 0 0 1 57.02362 303.0236 cm +1 0 0 1 57.02362 129.0236 cm q BT 1 0 0 1 0 38 Tm .551223 Tw 12 TL /F1 10 Tf 0 0 0 rg (The HTTP demo in \24711.3 served synthesized responses. To host ) Tj /F5 10 Tf (lumbda.com) Tj /F1 10 Tf ( we needed a real static-file) Tj T* 0 Tw .579908 Tw (path \227 something that hands a 2.67 MiB PDF \(this whitepaper\) off the disk without bouncing it through the) Tj T* 0 Tw 1.830596 Tw (Scheme heap. Three variants now ship in ) Tj /F5 10 Tf (examples/) Tj /F1 10 Tf (, each ~100\226200 lines of portable Scheme, each) Tj T* 0 Tw (running on ) Tj /F5 10 Tf (asm/lumbda-gc) Tj /F1 10 Tf ( \(the GC build, 27 KB stripped\).) Tj T* ET Q Q q -1 0 0 1 57.02362 297.0236 cm +1 0 0 1 57.02362 123.0236 cm Q q -1 0 0 1 57.02362 297.0236 cm +1 0 0 1 57.02362 123.0236 cm Q q -1 0 0 1 57.02362 261.0236 cm +1 0 0 1 57.02362 87.02362 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -11490,10 +11619,19 @@ Q Q Q q -1 0 0 1 57.02362 255.0236 cm +1 0 0 1 57.02362 81.02362 cm Q + +endstream +endobj +176 0 obj +<< +/Length 9884 +>> +stream +1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 207.0236 cm +1 0 0 1 57.02362 717.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -11515,10 +11653,10 @@ Q Q Q q -1 0 0 1 57.02362 201.0236 cm +1 0 0 1 57.02362 711.0236 cm Q q -1 0 0 1 57.02362 153.0236 cm +1 0 0 1 57.02362 663.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -11540,34 +11678,25 @@ Q Q Q q -1 0 0 1 57.02362 135.0236 cm +1 0 0 1 57.02362 645.0236 cm Q q -1 0 0 1 57.02362 81.02362 cm +1 0 0 1 57.02362 591.0236 cm q BT 1 0 0 1 0 38 Tm 3.259272 Tw 12 TL /F5 10 Tf 0 0 0 rg (tcp-sendfile) Tj /F1 10 Tf ( is a 90-line asm-gc builtin. It opens the path, ) Tj /F5 10 Tf (lseek) Tj /F1 10 Tf ('s to find the size, then loops) Tj T* 0 Tw 1.390522 Tw /F5 10 Tf (sendfile\(2\)) Tj /F1 10 Tf ( until the full body is written, and ) Tj /F5 10 Tf (close\(\)) Tj /F1 10 Tf ('s. The body never enters the Lumbda heap \227) Tj T* 0 Tw .243432 Tw (headers are composed in Scheme and flushed via ) Tj /F5 10 Tf (tcp-send) Tj /F1 10 Tf (, then the kernel DMAs the file directly into the) Tj T* 0 Tw (socket buffer.) Tj T* ET Q Q - -endstream -endobj -172 0 obj -<< -/Length 9582 ->> -stream -1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 741.0236 cm +1 0 0 1 57.02362 561.0236 cm q BT 1 0 0 1 0 14 Tm 4.109816 Tw 12 TL /F3 10 Tf 0 0 0 rg (Four-way race) Tj /F1 10 Tf ( \() Tj /F5 10 Tf (tests/bench-www-race.sh) Tj /F1 10 Tf (, i5-8350U, 1000 small requests, 100 large requests,) Tj T* 0 Tw (concurrency 8, ) Tj /F5 10 Tf (xargs) Tj ( ) Tj (-P) Tj ( ) Tj (8) Tj ( ) Tj (curl) Tj /F1 10 Tf (, adjacent runs\):) Tj T* ET Q Q q -1 0 0 1 57.02362 735.0236 cm +1 0 0 1 57.02362 555.0236 cm Q q -1 0 0 1 57.02362 645.0236 cm +1 0 0 1 57.02362 465.0236 cm q 1 1 1 rg n 0 90 481.2283 -18 re f* @@ -11743,79 +11872,85 @@ Q Q Q q -1 0 0 1 57.02362 645.0236 cm +1 0 0 1 57.02362 465.0236 cm Q q -1 0 0 1 57.02362 591.0236 cm +1 0 0 1 57.02362 411.0236 cm q BT 1 0 0 1 0 38 Tm -0.070097 Tw 12 TL /F1 10 Tf 0 0 0 rg (All four servers return the PDF byte-identical against the on-disk master. The sendfile path lands within 2% of) Tj T* 0 Tw -0.036403 Tw (Caddy on throughput while holding ) Tj /F3 10 Tf (9\327 less peak RSS) Tj /F1 10 Tf ( in a binary ) Tj /F3 10 Tf (1,400\327 smaller) Tj /F1 10 Tf ( \(27 KB stripped vs 38 MB\).) Tj T* 0 Tw 1.29189 Tw (Small-request throughput \() Tj /F5 10 Tf (GET) Tj ( ) Tj (/) Tj /F1 10 Tf (\) is essentially flat across the three lumbda variants \227 the cached path) Tj T* 0 Tw (already removed per-request work, so sendfile's win is entirely on large bodies.) Tj T* ET Q Q q -1 0 0 1 57.02362 501.0236 cm +1 0 0 1 57.02362 321.0236 cm q BT 1 0 0 1 0 74 Tm .177835 Tw 12 TL /F3 10 Tf 0 0 0 rg (Adaptive preload: ``http-static-server-adaptive.lsp``.) Tj /F1 10 Tf ( A hit-counter hash-table \(URL ) Tj /F6 10 Tf 12 TL (\256) Tj /F1 10 Tf 12 TL ( integer\) is updated) Tj T* 0 Tw 1.609168 Tw (every request. Every ) Tj /F4 10 Tf (N) Tj /F1 10 Tf ( requests the counter is flushed to ) Tj /F5 10 Tf (www.hits) Tj /F1 10 Tf ( as newline-delimited ) Tj /F5 10 Tf (path) Tj ( ) Tj (count) Tj /F1 10 Tf T* 0 Tw .451079 Tw (records. On startup the file is loaded, sorted descending, and the top ) Tj /F4 10 Tf (cache-max) Tj /F1 10 Tf ( URLs are preloaded \227 so) Tj T* 0 Tw 2.841575 Tw (each boot reflects what the previous run actually served. Cold start falls back to a seed list \() Tj /F5 10 Tf (/) Tj /F1 10 Tf ( and) Tj T* 0 Tw 1.316019 Tw /F5 10 Tf (/404.html) Tj /F1 10 Tf (\). Cold requests beyond the seed set are promoted into the cache on first hit until the cap is) Tj T* 0 Tw 1.39989 Tw (reached. Because this server mutates persistent state \(the counter and the cache\) on every request, the) Tj T* 0 Tw (arena-pattern ) Tj /F5 10 Tf (heap-restore) Tj /F1 10 Tf ( is dropped and the GC build's mark-sweep reclaims transients instead.) Tj T* ET Q Q q -1 0 0 1 57.02362 459.0236 cm +1 0 0 1 57.02362 279.0236 cm q BT 1 0 0 1 0 26 Tm -0.123981 Tw 12 TL /F1 10 Tf 0 0 0 rg (For small deployments \() Tj /F6 10 Tf 12 TL (\243) Tj /F1 10 Tf 12 TL ( ~1000 resources\) this is ~95% of the win of a full predictive-preload system: the top) Tj T* 0 Tw .681079 Tw (few URLs dominate traffic and get pinned at boot. Anything rarer warms on demand. The remaining 5% \227) Tj T* 0 Tw (predicting which URLs will be needed from ) Tj /F4 10 Tf (co-occurrence) Tj /F1 10 Tf ( rather than raw frequency \227 is \24713 Future Work.) Tj T* ET Q Q q -1 0 0 1 57.02362 419.8236 cm +1 0 0 1 57.02362 239.8236 cm q BT 1 0 0 1 0 3.2 Tm 108.3902 0 Td 19.2 TL /F2 16 Tf .133333 .133333 .133333 rg (12. MOAD Audit: Fixing What We Built) Tj T* -108.3902 0 Td ET Q Q q -1 0 0 1 57.02362 365.8236 cm +1 0 0 1 57.02362 185.8236 cm q BT 1 0 0 1 0 38 Tm .158726 Tw 12 TL /F1 10 Tf 0 0 0 rg (We scanned all three implementations for the five MOADs. The taxonomy used here is defined in the ) Tj 0 .4 .6 rg (MOAD) Tj T* 0 Tw 3.384835 Tw (Cheat Sheet) Tj 0 0 0 rg ( at undefect.com \227 MOAD-0001 \(sedimentary O\(N\262\) defects\), MOAD-0002 \(intertangle\),) Tj T* 0 Tw .059816 Tw (MOAD-0003 \(context-leak\), MOAD-0004 \(stringly-typed\), MOAD-0005 \(bus-factor\). Every project contains its) Tj T* 0 Tw (own sediment.) Tj T* ET Q Q q -1 0 0 1 57.02362 275.8236 cm +1 0 0 1 57.02362 95.82362 cm q BT 1 0 0 1 0 74 Tm 7.459168 Tw 12 TL /F3 10 Tf 0 0 0 rg (Standard: what the Lean EML proof sets.) Tj /F1 10 Tf ( \2478 documents a formal Lean 4 proof that) Tj T* 0 Tw .542844 Tw /F5 10 Tf (eml\(x,) Tj ( ) Tj (y\)) Tj ( ) Tj (=) Tj ( ) Tj (exp\(x\)) Tj ( ) Tj (-) Tj ( ) Tj (ln\(y\)) Tj /F1 10 Tf ( generates every elementary function \227 and that the proof is 40\327 faster) Tj T* 0 Tw .55131 Tw (than the brute-force numerical verification it replaced. That speedup is the MOAD-0001 story in microcosm:) Tj T* 0 Tw 1.171667 Tw (algebraic understanding beats O\(N\262\) search, at the proof layer just like at every other layer. We take that) Tj T* 0 Tw .048417 Tw (standard as the bar for the implementations too. Every hot path should be fast for a ) Tj /F4 10 Tf (reason) Tj /F1 10 Tf ( \(a hash, a cache,) Tj T* 0 Tw -0.019034 Tw (an O\(1\) invariant\), not because a test didn't happen to hit the slow case. Every behavior should be correct for) Tj T* 0 Tw (a reason, not by coincidence. The audit below is where we hold ourselves to that bar.) Tj T* ET Q Q q -1 0 0 1 57.02362 161.8236 cm +1 0 0 1 57.02362 65.82362 cm q -BT 1 0 0 1 0 98 Tm 1.954609 Tw 12 TL /F1 10 Tf 0 0 0 rg (We also ran the unmoad scanner on the full tree at each release. Most recent scan \(2026-04-17, post) Tj T* 0 Tw .255223 Tw (portal-over-HTTP\): 18 HIGH MOAD-0001 candidates in C and 4 MOAD-0003 candidates in Python. All 18 C) Tj T* 0 Tw 1.186796 Tw (candidates inspected individually turn out to be false positives \227 one-shot option parsing, bounded-depth) Tj T* 0 Tw .330596 Tw (ancestor walks, hash bucket chain walks \(already O\(1\) amortized\), or static 6-element tables \(e.g. ) Tj /F5 10 Tf (#\\space) Tj /F1 10 Tf T* 0 Tw 3.004862 Tw (char-literal names\). The 4 Python MOAD-0003 candidates are scanner misfires on a non-ContextVar) Tj T* 0 Tw 6.764835 Tw /F5 10 Tf (Env.set\(\)) Tj /F1 10 Tf ( method. New-work-introduced MOAD-0001: ) Tj /F3 10 Tf (zero) Tj /F1 10 Tf (. The defects fixed in this paper) Tj T* 0 Tw 2.914587 Tw (\() Tj /F5 10 Tf (intern_symbol) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (_define_record_type) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (bi_string_replace) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (_tokenize_lines) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (Env.lookup) Tj /F1 10 Tf T* 0 Tw 1.773223 Tw (shortcut\) were all surfaced by other pressures \227 benchmarks, crashes, portal exchanges \227 not by the) Tj T* 0 Tw (scanner. The scanner remains a second line; the first line is building with understanding.) Tj T* ET -Q -Q -q -1 0 0 1 57.02362 130.6236 cm -q -BT 1 0 0 1 0 2.2 Tm 13.2 TL /F2 11 Tf .133333 .133333 .133333 rg (12.1 MOAD-0001: The Sedimentary Defect in Our Own Code) Tj T* ET -Q -Q -q -1 0 0 1 57.02362 86.62362 cm -q -BT 1 0 0 1 0 26 Tm 1.195596 Tw 12 TL /F1 10 Tf 0 0 0 rg (The assembly interpreter's ) Tj /F5 10 Tf (intern_symbol) Tj /F1 10 Tf ( used a linear scan through all interned symbols \227 O\(N\) per) Tj T* 0 Tw .024897 Tw (lookup, O\(N\262\) over a program's lifetime. For a program defining 34 builtins plus user symbols, every ) Tj /F5 10 Tf (define) Tj /F1 10 Tf (,) Tj T* 0 Tw (every lambda parameter, every variable reference walked the entire table.) Tj T* ET -Q -Q -q -1 0 0 1 57.02362 68.62362 cm -q -BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (Before \(linear scan\)) Tj /F1 10 Tf (:) Tj T* ET +BT 1 0 0 1 0 14 Tm 1.954609 Tw 12 TL /F1 10 Tf 0 0 0 rg (We also ran the unmoad scanner on the full tree at each release. Most recent scan \(2026-04-17, post) Tj T* 0 Tw .255223 Tw (portal-over-HTTP\): 18 HIGH MOAD-0001 candidates in C and 4 MOAD-0003 candidates in Python. All 18 C) Tj T* 0 Tw ET Q Q endstream endobj -173 0 obj +177 0 obj << -/Length 8080 +/Length 7292 >> stream 1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 675.0236 cm +1 0 0 1 57.02362 681.0236 cm +q +BT 1 0 0 1 0 74 Tm 1.186796 Tw 12 TL /F1 10 Tf 0 0 0 rg (candidates inspected individually turn out to be false positives \227 one-shot option parsing, bounded-depth) Tj T* 0 Tw .330596 Tw (ancestor walks, hash bucket chain walks \(already O\(1\) amortized\), or static 6-element tables \(e.g. ) Tj /F5 10 Tf (#\\space) Tj /F1 10 Tf T* 0 Tw 3.004862 Tw (char-literal names\). The 4 Python MOAD-0003 candidates are scanner misfires on a non-ContextVar) Tj T* 0 Tw 6.764835 Tw /F5 10 Tf (Env.set\(\)) Tj /F1 10 Tf ( method. New-work-introduced MOAD-0001: ) Tj /F3 10 Tf (zero) Tj /F1 10 Tf (. The defects fixed in this paper) Tj T* 0 Tw 2.914587 Tw (\() Tj /F5 10 Tf (intern_symbol) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (_define_record_type) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (bi_string_replace) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (_tokenize_lines) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (Env.lookup) Tj /F1 10 Tf T* 0 Tw 1.773223 Tw (shortcut\) were all surfaced by other pressures \227 benchmarks, crashes, portal exchanges \227 not by the) Tj T* 0 Tw (scanner. The scanner remains a second line; the first line is building with understanding.) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 649.8236 cm +q +BT 1 0 0 1 0 2.2 Tm 13.2 TL /F2 11 Tf .133333 .133333 .133333 rg (12.1 MOAD-0001: The Sedimentary Defect in Our Own Code) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 605.8236 cm +q +BT 1 0 0 1 0 26 Tm 1.195596 Tw 12 TL /F1 10 Tf 0 0 0 rg (The assembly interpreter's ) Tj /F5 10 Tf (intern_symbol) Tj /F1 10 Tf ( used a linear scan through all interned symbols \227 O\(N\) per) Tj T* 0 Tw .024897 Tw (lookup, O\(N\262\) over a program's lifetime. For a program defining 34 builtins plus user symbols, every ) Tj /F5 10 Tf (define) Tj /F1 10 Tf (,) Tj T* 0 Tw (every lambda parameter, every variable reference walked the entire table.) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 587.8236 cm +q +BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (Before \(linear scan\)) Tj /F1 10 Tf (:) Tj T* ET +Q +Q +q +1 0 0 1 57.02362 489.8236 cm q q 1 0 0 1 0 0 cm @@ -11836,13 +11971,13 @@ Q Q Q q -1 0 0 1 57.02362 655.0236 cm +1 0 0 1 57.02362 469.8236 cm q BT 1 0 0 1 0 2 Tm 12 TL /F3 10 Tf 0 0 0 rg (After \(djb2 hash table, 1024 buckets\)) Tj /F1 10 Tf (:) Tj T* ET Q Q q -1 0 0 1 57.02362 576.2236 cm +1 0 0 1 57.02362 391.0236 cm q q 1 0 0 1 0 0 cm @@ -11862,32 +11997,32 @@ Q Q Q q -1 0 0 1 57.02362 520.2236 cm +1 0 0 1 57.02362 335.0236 cm q BT 1 0 0 1 0 38 Tm .721772 Tw 12 TL /F1 10 Tf 0 0 0 rg (The fix: 99 lines changed, 1024-bucket hash table with chaining. ) Tj /F3 10 Tf (2.9x faster) Tj /F1 10 Tf ( on a 2000-symbol stress test.) Tj T* 0 Tw 2.453719 Tw (On benchmarks with fewer symbols \() Tj /F5 10 Tf (ack) Tj /F1 10 Tf (, ) Tj /F5 10 Tf (fib) Tj /F1 10 Tf (\), the improvement is modest \(15% on ) Tj /F5 10 Tf (sum-to\(50k\)) Tj /F1 10 Tf (\),) Tj T* 0 Tw 1.940417 Tw (because the linear scan was already fast at small N. The fix pays off at scale \227 the same pattern as) Tj T* 0 Tw (MOAD-0001 everywhere: invisible at small inputs, catastrophic at large ones.) Tj T* ET Q Q q -1 0 0 1 57.02362 490.2236 cm +1 0 0 1 57.02362 305.0236 cm q BT 1 0 0 1 0 14 Tm 1.423486 Tw 12 TL /F1 10 Tf 0 0 0 rg (The Python implementation had a similar defect: ) Tj /F5 10 Tf (_define_record_type) Tj /F1 10 Tf ( used ) Tj /F5 10 Tf (list.index\(\)) Tj /F1 10 Tf ( for field) Tj T* 0 Tw (lookup. Replaced with a dict. O\(N\) ) Tj /F6 10 Tf 12 TL (\256) Tj /F1 10 Tf 12 TL ( O\(1\).) Tj T* ET Q Q q -1 0 0 1 57.02362 460.2236 cm +1 0 0 1 57.02362 275.0236 cm q 0 0 0 rg BT 1 0 0 1 0 14 Tm /F3 10 Tf 12 TL 1.554556 Tw (Two more MOAD-0001 defects surfaced during the HTTP server work and were fixed in the same) Tj T* 0 Tw (pass:) Tj T* ET Q Q q -1 0 0 1 57.02362 454.2236 cm +1 0 0 1 57.02362 269.0236 cm Q q -1 0 0 1 57.02362 454.2236 cm +1 0 0 1 57.02362 269.0236 cm Q q -1 0 0 1 57.02362 418.2236 cm +1 0 0 1 57.02362 233.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -11909,10 +12044,10 @@ Q Q Q q -1 0 0 1 57.02362 412.2236 cm +1 0 0 1 57.02362 227.0236 cm Q q -1 0 0 1 57.02362 376.2236 cm +1 0 0 1 57.02362 191.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -11934,42 +12069,51 @@ Q Q Q q -1 0 0 1 57.02362 358.2236 cm +1 0 0 1 57.02362 173.0236 cm Q q -1 0 0 1 57.02362 280.2236 cm +1 0 0 1 57.02362 95.02362 cm q BT 1 0 0 1 0 62 Tm .226796 Tw 12 TL /F1 10 Tf 0 0 0 rg (A third correctness fix landed after the portal-over-HTTP demo exposed it: ) Tj /F5 10 Tf (lumbda.py) Tj /F1 10 Tf ('s ) Tj /F5 10 Tf (Env.lookup) Tj /F1 10 Tf ( used) Tj T* 0 Tw .794272 Tw (to short-cut from the local frame directly to the global frame before walking intermediate parents. That was) Tj T* 0 Tw .366019 Tw (fast but wrong \227 a let-loop parameter named the same as a global builtin \() Tj /F5 10 Tf (count) Tj /F1 10 Tf (, a SRFI-1 procedure\) got) Tj T* 0 Tw .949897 Tw (shadowed in reverse, the shortcut returned the global builtin instead of walking up to the loop's parameter) Tj T* 0 Tw .453797 Tw (frame. Fix: walk ) Tj /F5 10 Tf (self) Tj ( ) Tj /F6 10 Tf 12 TL (\256) Tj /F5 10 Tf 12 TL ( ) Tj (self.p) Tj ( ) Tj /F6 10 Tf 12 TL (\256) Tj /F5 10 Tf 12 TL ( ) Tj (...) Tj ( ) Tj /F6 10 Tf 12 TL (\256) Tj /F5 10 Tf 12 TL ( ) Tj (global) Tj /F1 10 Tf ( in order, without any shortcut. The inline cache at) Tj T* 0 Tw /F5 10 Tf (OP_LOOKUP) Tj /F1 10 Tf ( was correspondingly tightened to validate the full chain before firing. 980 tests remained green.) Tj T* ET Q Q q -1 0 0 1 57.02362 262.2236 cm +1 0 0 1 57.02362 77.02362 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (Every release audit surfaces more. Writing new code is writing new sediment, unless the audit runs.) Tj T* ET Q Q + +endstream +endobj +178 0 obj +<< +/Length 8632 +>> +stream +1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 231.0236 cm +1 0 0 1 57.02362 751.8236 cm q BT 1 0 0 1 0 2.2 Tm 13.2 TL /F2 11 Tf .133333 .133333 .133333 rg (12.2 MOAD-0002: The Intertangle in Our Own Design) Tj T* ET Q Q q -1 0 0 1 57.02362 211.0236 cm +1 0 0 1 57.02362 731.8236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (All three implementations share mutable global state between subsystems:) Tj T* ET Q Q q -1 0 0 1 57.02362 205.0236 cm +1 0 0 1 57.02362 725.8236 cm Q q -1 0 0 1 57.02362 205.0236 cm +1 0 0 1 57.02362 725.8236 cm Q q -1 0 0 1 57.02362 157.0236 cm +1 0 0 1 57.02362 677.8236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -11991,10 +12135,10 @@ Q Q Q q -1 0 0 1 57.02362 151.0236 cm +1 0 0 1 57.02362 671.8236 cm Q q -1 0 0 1 57.02362 115.0236 cm +1 0 0 1 57.02362 635.8236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -12016,10 +12160,10 @@ Q Q Q q -1 0 0 1 57.02362 109.0236 cm +1 0 0 1 57.02362 629.8236 cm Q q -1 0 0 1 57.02362 73.02362 cm +1 0 0 1 57.02362 593.8236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -12041,62 +12185,53 @@ Q Q Q q -1 0 0 1 57.02362 62.69291 cm +1 0 0 1 57.02362 575.8236 cm Q - -endstream -endobj -174 0 obj -<< -/Length 8035 ->> -stream -1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 729.0236 cm +1 0 0 1 57.02362 533.8236 cm q BT 1 0 0 1 0 26 Tm .770556 Tw 12 TL /F1 10 Tf 0 0 0 rg (We documented these rather than refactoring them. In each case, the coupling exists for performance \(the) Tj T* 0 Tw .79631 Tw (globals are on hot paths\) or necessity \() Tj /F5 10 Tf (setjmp) Tj /F1 10 Tf ( requires thread-local state\). The documentation makes the) Tj T* 0 Tw (coupling visible so future work can decouple selectively.) Tj T* ET Q Q q -1 0 0 1 57.02362 697.8236 cm +1 0 0 1 57.02362 502.6236 cm q BT 1 0 0 1 0 2.2 Tm 13.2 TL /F2 11 Tf .133333 .133333 .133333 rg (12.3 Our Shared Infrastructure) Tj T* ET Q Q q -1 0 0 1 57.02362 641.8236 cm +1 0 0 1 57.02362 446.6236 cm q BT 1 0 0 1 0 38 Tm 1.468917 Tw 12 TL /F1 10 Tf 0 0 0 rg (Every MOAD we fixed in our own code is a MOAD we understand better when we find it in others. The) Tj T* 0 Tw 3.534168 Tw (sedimentary defect in ) Tj /F5 10 Tf (intern_symbol) Tj /F1 10 Tf ( is the same pattern as the sedimentary defect in Lean 4's) Tj T* 0 Tw .17985 Tw /F5 10 Tf (check_duplicated_univ_params) Tj /F1 10 Tf (. The intertangle in our global environment register is the same pattern) Tj T* 0 Tw (as the intertangle in any system that routes state through implicit globals instead of explicit parameters.) Tj T* ET Q Q q -1 0 0 1 57.02362 575.8236 cm +1 0 0 1 57.02362 380.6236 cm q BT 1 0 0 1 0 50 Tm 1.036556 Tw 12 TL /F3 10 Tf 0 0 0 rg (Our infrastructure does not extract rent from workaholics to feed gluttons.) Tj /F1 10 Tf ( A symbol table that does) Tj T* 0 Tw .025176 Tw (O\(N\) work per lookup is a workaholic node \227 it does more work than necessary on every operation, and that) Tj T* 0 Tw .250642 Tw (cost compounds through every downstream consumer. Fixing it reduces stress on our shared computational) Tj T* 0 Tw .385785 Tw (heart. The CPU cycles saved are cycles available for the next lambda, the next continuation, the next portal) Tj T* 0 Tw (resume.) Tj T* ET Q Q q -1 0 0 1 57.02362 533.8236 cm +1 0 0 1 57.02362 338.6236 cm q 0 0 0 rg BT 1 0 0 1 0 26 Tm /F1 10 Tf 12 TL 3.447739 Tw (This is the permacomputer obligation: infrastructure that renews itself. Code that gets faster as we) Tj T* 0 Tw .462545 Tw (understand it better. A hash table is not an optimization \227 it is the removal of unnecessary suffering from a) Tj T* 0 Tw (system that deserves better.) Tj T* ET Q Q q -1 0 0 1 57.02362 494.6236 cm +1 0 0 1 57.02362 299.4236 cm q BT 1 0 0 1 0 3.2 Tm 187.5102 0 Td 19.2 TL /F2 16 Tf .133333 .133333 .133333 rg (13. Future Work) Tj T* -187.5102 0 Td ET Q Q q -1 0 0 1 57.02362 482.6236 cm +1 0 0 1 57.02362 287.4236 cm Q q -1 0 0 1 57.02362 482.6236 cm +1 0 0 1 57.02362 287.4236 cm Q q -1 0 0 1 57.02362 458.6236 cm +1 0 0 1 57.02362 263.4236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -12118,10 +12253,10 @@ Q Q Q q -1 0 0 1 57.02362 452.6236 cm +1 0 0 1 57.02362 257.4236 cm Q q -1 0 0 1 57.02362 416.6236 cm +1 0 0 1 57.02362 221.4236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -12143,10 +12278,10 @@ Q Q Q q -1 0 0 1 57.02362 410.6236 cm +1 0 0 1 57.02362 215.4236 cm Q q -1 0 0 1 57.02362 326.6236 cm +1 0 0 1 57.02362 131.4236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -12168,10 +12303,10 @@ Q Q Q q -1 0 0 1 57.02362 320.6236 cm +1 0 0 1 57.02362 125.4236 cm Q q -1 0 0 1 57.02362 296.6236 cm +1 0 0 1 57.02362 101.4236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -12193,10 +12328,10 @@ Q Q Q q -1 0 0 1 57.02362 290.6236 cm +1 0 0 1 57.02362 95.42362 cm Q q -1 0 0 1 57.02362 266.6236 cm +1 0 0 1 57.02362 71.42362 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -12218,10 +12353,19 @@ Q Q Q q -1 0 0 1 57.02362 260.6236 cm +1 0 0 1 57.02362 65.42362 cm Q + +endstream +endobj +179 0 obj +<< +/Length 8189 +>> +stream +1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 236.6236 cm +1 0 0 1 57.02362 741.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -12243,10 +12387,10 @@ Q Q Q q -1 0 0 1 57.02362 230.6236 cm +1 0 0 1 57.02362 735.0236 cm Q q -1 0 0 1 57.02362 218.6236 cm +1 0 0 1 57.02362 723.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -12268,10 +12412,10 @@ Q Q Q q -1 0 0 1 57.02362 212.6236 cm +1 0 0 1 57.02362 717.0236 cm Q q -1 0 0 1 57.02362 200.6236 cm +1 0 0 1 57.02362 705.0236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -12293,76 +12437,61 @@ Q Q Q q -1 0 0 1 57.02362 182.6236 cm +1 0 0 1 57.02362 687.0236 cm Q q -1 0 0 1 57.02362 143.4236 cm +1 0 0 1 57.02362 647.8236 cm q BT 1 0 0 1 0 3.2 Tm 149.9662 0 Td 19.2 TL /F2 16 Tf .133333 .133333 .133333 rg (14. The Defect in the Model) Tj T* -149.9662 0 Td ET Q Q q -1 0 0 1 57.02362 125.4236 cm +1 0 0 1 57.02362 629.8236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (This paper is evidence of a problem that extends beyond any single codebase.) Tj T* ET Q Q q -1 0 0 1 57.02362 83.42362 cm +1 0 0 1 57.02362 563.8236 cm q -BT 1 0 0 1 0 26 Tm .653022 Tw 12 TL /F1 10 Tf 0 0 0 rg (On April 4, 2026, ) Tj 0 .4 .6 rg (russell@unturf) Tj 0 0 0 rg ( published ) Tj 0 .4 .6 rg ("Stress on Our Shared Heart") Tj 0 0 0 rg ( \227 a systematic analysis of 1,264) Tj T* 0 Tw .998334 Tw (MOAD defects across 60+ ecosystems, 18 programming languages, with 919 patches written. The central) Tj T* 0 Tw 2.218835 Tw (finding: O\(N\262\) sedimentary defects compound across architectural layers, creating invisible performance) Tj T* 0 Tw ET -Q -Q - -endstream -endobj -175 0 obj -<< -/Length 7245 ->> -stream -1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET -q -1 0 0 1 57.02362 741.0236 cm -q -BT 1 0 0 1 0 14 Tm .27131 Tw 12 TL /F1 10 Tf 0 0 0 rg (taxation on every downstream consumer. A single bottleneck multiplies against every other bottleneck in the) Tj T* 0 Tw (dependency chain.) Tj T* ET +BT 1 0 0 1 0 50 Tm .653022 Tw 12 TL /F1 10 Tf 0 0 0 rg (On April 4, 2026, ) Tj 0 .4 .6 rg (russell@unturf) Tj 0 0 0 rg ( published ) Tj 0 .4 .6 rg ("Stress on Our Shared Heart") Tj 0 0 0 rg ( \227 a systematic analysis of 1,264) Tj T* 0 Tw .998334 Tw (MOAD defects across 60+ ecosystems, 18 programming languages, with 919 patches written. The central) Tj T* 0 Tw 2.218835 Tw (finding: O\(N\262\) sedimentary defects compound across architectural layers, creating invisible performance) Tj T* 0 Tw .27131 Tw (taxation on every downstream consumer. A single bottleneck multiplies against every other bottleneck in the) Tj T* 0 Tw (dependency chain.) Tj T* ET Q Q q -1 0 0 1 57.02362 711.0236 cm +1 0 0 1 57.02362 533.8236 cm q 0 0 0 rg BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL .222844 Tw (On April 13--14, 2026 \227 nine days later \227 the machine learning agent that built Lumbda wrote MOAD-0001) Tj T* 0 Tw (into fresh code. Twice.) Tj T* ET Q Q q -1 0 0 1 57.02362 645.0236 cm +1 0 0 1 57.02362 467.8236 cm q BT 1 0 0 1 0 50 Tm 1.989873 Tw 12 TL /F5 10 Tf 0 0 0 rg (intern_symbol) Tj /F1 10 Tf ( in the assembly implementation: a linear scan through all interned symbols. O\(N\) per) Tj T* 0 Tw 1.841147 Tw (lookup. The exact pattern described in "Stress on Our Shared Heart." The exact pattern the agent was) Tj T* 0 Tw 3.328647 Tw (explicitly instructed to avoid. The agent had the full MOAD taxonomy in its context window. It had) Tj T* 0 Tw 2.822739 Tw /F5 10 Tf (BLACKOPS.md) Tj /F1 10 Tf ( defining all five MOADs. It had the undefect.com mission statement. And it still wrote) Tj T* 0 Tw /F5 10 Tf (jmp) Tj ( ) Tj (.isym_search) Tj /F1 10 Tf ( instead of a hash table.) Tj T* ET Q Q q -1 0 0 1 57.02362 615.0236 cm +1 0 0 1 57.02362 437.8236 cm q BT 1 0 0 1 0 14 Tm 1.541835 Tw 12 TL /F5 10 Tf 0 0 0 rg (list.index\(\)) Tj /F1 10 Tf ( in the Python implementation's ) Tj /F5 10 Tf (_define_record_type) Tj /F1 10 Tf (: linear search for field position.) Tj T* 0 Tw (O\(N\) where O\(1\) was trivial. Same defect. Same context. Same failure.) Tj T* ET Q Q q -1 0 0 1 57.02362 597.0236 cm +1 0 0 1 57.02362 419.8236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (The commit history proves it:) Tj T* ET Q Q q -1 0 0 1 57.02362 591.0236 cm +1 0 0 1 57.02362 413.8236 cm Q q -1 0 0 1 57.02362 591.0236 cm +1 0 0 1 57.02362 413.8236 cm Q q -1 0 0 1 57.02362 579.0236 cm +1 0 0 1 57.02362 401.8236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -12384,10 +12513,10 @@ Q Q Q q -1 0 0 1 57.02362 573.0236 cm +1 0 0 1 57.02362 395.8236 cm Q q -1 0 0 1 57.02362 561.0236 cm +1 0 0 1 57.02362 383.8236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -12409,10 +12538,10 @@ Q Q Q q -1 0 0 1 57.02362 555.0236 cm +1 0 0 1 57.02362 377.8236 cm Q q -1 0 0 1 57.02362 543.0236 cm +1 0 0 1 57.02362 365.8236 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET @@ -12434,64 +12563,74 @@ Q Q Q q -1 0 0 1 57.02362 525.0236 cm +1 0 0 1 57.02362 347.8236 cm Q q -1 0 0 1 57.02362 507.0236 cm +1 0 0 1 57.02362 329.8236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F3 10 Tf 12 TL (The defect is in the model, not the programmer.) Tj T* ET Q Q q -1 0 0 1 57.02362 453.0236 cm +1 0 0 1 57.02362 275.8236 cm q BT 1 0 0 1 0 38 Tm 5.336796 Tw 12 TL /F1 10 Tf 0 0 0 rg (Language models learn from training data. The training data contains millions of linear scans,) Tj T* 0 Tw 3.434395 Tw /F5 10 Tf (list.contains) Tj /F1 10 Tf ( calls, ) Tj /F5 10 Tf (std::find) Tj /F1 10 Tf ( inside loops, ) Tj /F5 10 Tf (array.indexOf) Tj /F1 10 Tf ( in hot paths. These patterns are) Tj T* 0 Tw .94631 Tw (statistically dominant. When a model generates code, it reproduces the dominant patterns from its training) Tj T* 0 Tw (distribution \227 including the sedimentary defects.) Tj T* ET Q Q q -1 0 0 1 57.02362 411.0236 cm +1 0 0 1 57.02362 233.8236 cm q 0 0 0 rg BT 1 0 0 1 0 26 Tm /F1 10 Tf 12 TL .029897 Tw (Cantor formalized set theory in 1874. Hash tables were implemented in 1953. The O\(1\) membership test has) Tj T* 0 Tw .363241 Tw (been known for 152 years and available in every language for 73 years. Yet language models still default to) Tj T* 0 Tw (O\(N\) because O\(N\) is what most code does. The training data is the sediment.) Tj T* ET Q Q q -1 0 0 1 57.02362 369.0236 cm +1 0 0 1 57.02362 191.8236 cm q BT 1 0 0 1 0 26 Tm 2.359862 Tw 12 TL /F3 10 Tf 0 0 0 rg (This means every machine learning agent generating code today is propagating MOAD-0001 by) Tj T* 0 Tw .91789 Tw (default.) Tj /F1 10 Tf ( Not because the solutions are unknown. Not because the agents lack capability. But because the) Tj T* 0 Tw (statistical distribution of training data encodes the defect as the norm.) Tj T* ET Q Q q -1 0 0 1 57.02362 327.0236 cm +1 0 0 1 57.02362 149.8236 cm q BT 1 0 0 1 0 26 Tm .412917 Tw 12 TL /F1 10 Tf 0 0 0 rg (The fix is not to patch individual outputs. The fix is to teach models that ) Tj /F3 10 Tf (O\(1\) is the default) Tj /F1 10 Tf ( for membership) Tj T* 0 Tw 4.550556 Tw (tests, lookups, and deduplication. That ) Tj /F5 10 Tf (set\(\)) Tj /F1 10 Tf ( is not an optimization \227 it is the baseline. That) Tj T* 0 Tw /F5 10 Tf (list.contains) Tj /F1 10 Tf ( inside a loop is a defect, not a pattern.) Tj T* ET Q Q q -1 0 0 1 57.02362 285.0236 cm +1 0 0 1 57.02362 107.8236 cm q 0 0 0 rg BT 1 0 0 1 0 26 Tm /F1 10 Tf 12 TL 1.790491 Tw (Until that teaching happens at the training level, every agent needs a MOAD audit pass on every code) Tj T* 0 Tw 1.596373 Tw (generation. This paper \227 with its commit history showing the defect introduced and then fixed \227 is the) Tj T* 0 Tw (evidence that the audit is necessary.) Tj T* ET Q Q q -1 0 0 1 57.02362 279.0236 cm +1 0 0 1 57.02362 101.8236 cm Q q -1 0 0 1 57.02362 237.0236 cm +1 0 0 1 57.02362 77.82362 cm q 0 0 0 rg BT /F1 10 Tf 12 TL ET BT 1 0 0 1 0 2 Tm T* ET q -1 0 0 1 20 18 cm +1 0 0 1 20 0 cm q 0 0 0 rg BT 1 0 0 1 0 14 Tm /F4 10 Tf 12 TL 1.629168 Tw ("A 1,000\327 slowdown in our connection pooler multiplies against a 66\327 slowdown in our framework's) Tj T* 0 Tw (header matching, against a 500\327 overhead in our TLS handshake.") Tj T* ET Q Q q +Q +Q +Q +q +1 0 0 1 57.02362 65.82362 cm +q +0 0 0 rg +BT /F1 10 Tf 12 TL ET +BT 1 0 0 1 0 2 Tm T* ET +q 1 0 0 1 20 0 cm q BT 1 0 0 1 0 2 Tm 216.5383 0 Td 12 TL /F1 10 Tf 0 .4 .6 rg (Stress on Our Shared Heart) Tj 0 0 0 rg (, ) Tj 0 .4 .6 rg (russell@unturf) Tj 0 0 0 rg (, April 2026) Tj T* -216.5383 0 Td ET @@ -12502,51 +12641,51 @@ Q Q Q q -1 0 0 1 57.02362 237.0236 cm +1 0 0 1 57.02362 65.82362 cm Q + +endstream +endobj +180 0 obj +<< +/Length 3632 +>> +stream +1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 207.0236 cm +1 0 0 1 57.02362 741.0236 cm q 0 0 0 rg BT 1 0 0 1 0 14 Tm /F1 10 Tf 12 TL 1.253223 Tw (The stress is real. The compound burden is measurable. And the models that generate our infrastructure) Tj T* 0 Tw (carry the defect in their weights.) Tj T* ET Q Q q -1 0 0 1 57.02362 189.0236 cm +1 0 0 1 57.02362 723.0236 cm q 0 0 0 rg BT 1 0 0 1 0 2 Tm /F1 10 Tf 12 TL (This paper is the proof. The commit history is the evidence. The fix starts with awareness.) Tj T* ET Q Q q -1 0 0 1 57.02362 149.8236 cm +1 0 0 1 57.02362 683.8236 cm q BT 1 0 0 1 0 3.2 Tm 180.6222 0 Td 19.2 TL /F2 16 Tf .133333 .133333 .133333 rg (Acknowledgments) Tj T* -180.6222 0 Td ET Q Q q -1 0 0 1 57.02362 95.82362 cm +1 0 0 1 57.02362 557.8236 cm q -BT 1 0 0 1 0 38 Tm .215417 Tw 12 TL /F3 10 Tf 0 0 0 rg (Zo\353 Trout) Tj /F1 10 Tf ( \227 for the question that surfaced a gap we had not noticed: ) Tj /F4 10 Tf (does the portal tech keep the random) Tj T* 0 Tw .154168 Tw (list seed which will allow transferring random entropy between processes when continuing a simulation?) Tj /F1 10 Tf ( The) Tj T* 0 Tw 2.628022 Tw (answer before Zo\353 asked was "no, because Lumbda had no RNG." The answer after \(\2477.5\) is "yes,) Tj T* 0 Tw (bit-identical across Python, C, and asm." A research contribution delivered as a single question.) Tj T* ET +BT 1 0 0 1 0 110 Tm -0.099583 Tw 12 TL /F3 10 Tf 0 0 0 rg (Zo\353 Trout) Tj /F1 10 Tf ( \227 co-author of this work. fox would not have started down this path without a Lisp user's help. Her) Tj T* 0 Tw .551019 Tw (first contribution was a question most systems people never think to ask: ) Tj /F4 10 Tf (do we care for our programs, and) Tj T* 0 Tw 1.662025 Tw (how long are they alive for?) Tj /F1 10 Tf ( Common Lisp culture \227 stone-lisp, image-based development \227 produces) Tj T* 0 Tw -0.058777 Tw (processes that outlive the developer's attention by days, months, sometimes years, and killing them is almost) Tj T* 0 Tw .549314 Tw (never on purpose. From that question everything else followed. ) Tj /F4 10 Tf (Did the portal keep the random list seed so) Tj T* 0 Tw .327223 Tw (entropy could transfer between processes when continuing a simulation?) Tj /F1 10 Tf ( \227 that was a derivative, a specific) Tj T* 0 Tw .271147 Tw (instance of the deeper concern. \2477.5 answered the RNG half \(bit-identical across Python, C, and asm\). \2479.2) Tj T* 0 Tw 2.820696 Tw (answers the iteration half \227 her favorite programs \(modular exponentiation, Miller-Rabin, Pollard rho,) Tj T* 0 Tw 2.10589 Tw (Lucas-Lehmer, digit conversion\) shaped a CL shim and ) Tj /F4 10 Tf (loop) Tj /F1 10 Tf ( macro that let lumbda host iterative code) Tj T* 0 Tw (without rewriting it as tail recursion. A process, once alive, should be allowed to stay alive.) Tj T* ET Q Q - -endstream -endobj -176 0 obj -<< -/Length 2137 ->> -stream -1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET q -1 0 0 1 57.02362 745.8236 cm +1 0 0 1 57.02362 518.6236 cm q BT 1 0 0 1 0 3.2 Tm 214.8302 0 Td 19.2 TL /F2 16 Tf .133333 .133333 .133333 rg (Citation) Tj T* -214.8302 0 Td ET Q Q q -1 0 0 1 57.02362 695.8236 cm +1 0 0 1 57.02362 468.6236 cm q q 1 0 0 1 0 0 cm @@ -12560,20 +12699,20 @@ n -6 -6 480.0283 40.8 re B* Q q 0 0 0 rg -BT 1 0 0 1 0 20.8 Tm /F5 8 Tf 9.6 TL (russell@unturf, TimeHexOn, foxhop. "Feedback Is All You Need.") Tj T* (permacomputer.com, 2026.) Tj T* (https://lumbda.com/lumbda-whitepaper.pdf) Tj T* ET +BT 1 0 0 1 0 20.8 Tm /F5 8 Tf 9.6 TL (russell@unturf, TimeHexOn, foxhop, Zo\353 Trout. "Feedback Is All You Need.") Tj T* (permacomputer.com, 2026.) 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No hidden linear scan, no per-call allocation in C or asm. Safe to invoke inside a tight loop without inflating the overall complexity class. +9.2 Common Lisp Compatibility: Zoë's Favorites +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +Scheme and Common Lisp take opposite stances on iteration. Scheme iterates through tail-recursion; CL iterates through its ``loop`` macro, ``setf``, and an image-based development culture where processes outlive the developer's attention by days or months. Zoë Trout asked the question that frames this section: *do we care for our programs, and how long are they alive for?* Her favorite programs at `wedgewack.org/ursa.lisp.txt `_ — modular exponentiation, Miller-Rabin primality, Pollard rho factorization, Lucas-Lehmer Mersenne testing, digit-vector round-trips, random prime generation — carry the CL iterative DNA. They were written to be read and modified inside a stone-lisp image, not rewritten as tail recursion by a porting tool. + +Ticket ``docs/tickets/0004-cl-compat.md`` answers in two layers: *(a)* idiomatic Scheme ports (``examples/ursa-scheme.lsp``) for readers who prefer named-let and tail recursion, and *(b)* a compatibility shim (``cl-compat.lsp``) plus a ``cl-loop`` macro that runs Zoë's original CL source — minimally annotated — on lumbda without rewriting its iterative shape. + +**What the shim covers.** ``defun`` with ``&optional``, ``setf`` on simple variables (multi-pair), ``flet``, ``multiple-value-bind``, ``t`` and ``nil`` (nil bound to ``#f`` — CL code overwhelmingly uses nil as false), the ``-p`` predicates (``evenp``, ``oddp``, ``plusp``, ``minusp``, ``zerop``), bit and integer ops (``mod``, ``ash``, ``logbitp``, ``nreverse``), ``declare`` forms as no-ops, and ``cl-when`` / ``cl-unless`` with CL-style return-nil-on-false semantics (plain ``when`` / ``unless`` are lumbda special forms that return ``#`` — which Scheme treats as truthy — so a prefixed name opts into CL semantics without shadowing the core). + +**cl-loop.** A ``define-macro`` over the 14 clause shapes used in Zoë's source: ``with VAR = INIT``, ``for VAR from A [to | below | downto] B``, ``for VAR = INIT [then STEP]``, ``for VAR across VEC``, ``of-type T`` hints, ``while`` / ``until`` / ``repeat``, ``do EXPR ...``, ``when TEST return VAL``, ``unless TEST return VAL``, ``finally (return VAL)`` and ``finally BODY``. Every expansion lands in a named-let tail call, so TCO keeps the stack flat for loops of any length. + +Stepping is ``do*``-sequential: each iteration variable's step form sees NEW values of earlier-declared variables. This matters for Zoë's ``(loop for i from 4 downto 0 for sum = (expt 2 i) then (+ sum (* (random 2) (expt 2 i))))`` — sum's step uses the just-decremented i, yielding a uniform random n-bit integer with the top bit set. The macro implements sequential stepping by gensyming new-names for each state variable and using ``cl-subst`` to rename earlier-vars inside each step form before emitting the recursive call. + +Termination is split into two phases to match CL semantics exactly. ``while`` and ``until`` are pre-body checks on current state. ``repeat`` and ``for-range`` are look-ahead checks on stepped state: after the body runs, we compute new values into fresh gensym bindings, check termination against those, and if any fires we run the finalizer with the CURRENT (unstepped) state variables still in scope from the outer named-let. This mirrors CL's "would step past the limit" rule and matters for a loop like ``(loop repeat 4 for s of-type integer = 4 then (- (* s s) 2) finally (return s))`` — the finalizer returns ``s_{p-2} = 37634`` after four body-runs and three step-forms, not ``s_{p-1} = 1416317954`` after four step-forms. + +**Guarantees that survive.** Every shim is syntactic sugar over the same functional core the rest of this paper describes. ``defun`` expands to ``define``. ``setf`` on a simple variable expands to ``set!`` — a capability lumbda already carries. ``flet`` expands to ``let`` + ``lambda``. ``cl-loop`` expands to ``let*`` + named-let + ``cond`` + tail-recursive calls. Portal determinism and cross-implementation reproducibility both hold: the shim is pure Scheme, loads identically in Python and C, and introduces no new mutable types — Zoë's ``rho`` work-queue would require an adjustable vector, so the Scheme port uses a list-backed stack and the CL version omits that defun (see ticket 0004 for the scope boundary). + +**A defect uncovered along the way.** Building ``cl-loop`` surfaced a real flaw in lumbda's C tree-walker. ``env_lookup`` in ``c/types.c`` had a "global shortcut": after missing in the local frame, it checked the global environment directly, skipping intermediate parent scopes entirely. For code like ``(define s 4) (let ((s 100)) (let ((m 0)) s))``, the inner let's body resolved ``s`` to the global ``4`` instead of the shadowed ``100``, because the shortcut fired before the parent chain was walked. Any code that shadowed a global inside a ``let``, then opened another ``let`` whose body referenced the shadowed name, silently read the global. Under stone-lisp style — where global bindings carry across REPL restarts and shadowing is routine — this defect waited for years inside C's path. ``cl-loop`` triggered it because iterators often share names with globals accumulated over an image's lifetime. Fix: walk the parent chain end-to-end. ``1255`` assertions across five suites pass unchanged after the fix. + +**Tests.** ``tests/cl-compat.lsp`` (44 assertions) and ``tests/ursa.lsp`` (28 assertions) run under both Python and C via ``tests/zoe-favorites-test.sh``, wired into ``make test-all``. Zoë's original CL file (``examples/ursa.lisp.txt``, minimally annotated — see its header for the exact edits) and the Scheme port (``examples/ursa-scheme.lsp``) produce matching answers on every test input. + +A process, once alive, should be allowed to stay alive. The iterative style that keeps a CL image alive across decades is not an obstacle to Scheme's guarantees — after macroexpansion, it *is* Scheme, it *is* tail-recursive, and it *does* portal-save the same way as everything else in this paper. + + 10. Relationship to Companion Papers -------------------------------------- @@ -1501,7 +1525,7 @@ This paper is the proof. The commit history is the evidence. The fix starts with Acknowledgments --------------- -**Zoë Trout** — for the question that surfaced a gap we had not noticed: *does the portal tech keep the random list seed which will allow transferring random entropy between processes when continuing a simulation?* The answer before Zoë asked was "no, because Lumbda had no RNG." The answer after (§7.5) is "yes, bit-identical across Python, C, and asm." A research contribution delivered as a single question. +**Zoë Trout** — co-author of this work. fox would not have started down this path without a Lisp user's help. Her first contribution was a question most systems people never think to ask: *do we care for our programs, and how long are they alive for?* Common Lisp culture — stone-lisp, image-based development — produces processes that outlive the developer's attention by days, months, sometimes years, and killing them is almost never on purpose. From that question everything else followed. *Did the portal keep the random list seed so entropy could transfer between processes when continuing a simulation?* — that was a derivative, a specific instance of the deeper concern. §7.5 answered the RNG half (bit-identical across Python, C, and asm). §9.2 answers the iteration half — her favorite programs (modular exponentiation, Miller-Rabin, Pollard rho, Lucas-Lehmer, digit conversion) shaped a CL shim and `loop` macro that let lumbda host iterative code without rewriting it as tail recursion. A process, once alive, should be allowed to stay alive. Citation @@ -1509,7 +1533,7 @@ Citation :: - russell@unturf, TimeHexOn, foxhop. "Feedback Is All You Need." + russell@unturf, TimeHexOn, foxhop, Zoë Trout. "Feedback Is All You Need." permacomputer.com, 2026. https://lumbda.com/lumbda-whitepaper.pdf @@ -1573,7 +1597,7 @@ License loop guidance. Our machine learning agents do their best to leave no stone unturned. - Copyright (C) 2025-2026 TimeHexOn & foxhop & russell@unturf + Copyright (C) 2025-2026 TimeHexOn & foxhop & russell@unturf & Zoë Trout https://www.timehexon.com https://www.foxhop.net https://www.unturf.com/software