datalog: magic-vs-semi work-shape test on chain-12 (209/209)

Demonstrates the practical effect of goal-directed evaluation:
chain of 12 nodes, semi-naive derives the full ancestor closure
(78 = 12·13/2 tuples), while a magic-rooted query at node 0
returns only its 12 descendants. Concrete check that magic
limits derivation to the query's transitive cone.

lib/datalog/aggregates.sx

@@ -0,0 +1,141 @@
+;; lib/datalog/aggregates.sx — count / sum / min / max / findall.
+;;
+;; Surface form (always 3-arg after the relation name):
+;;
+;;   (count   Result  Var  GoalLit)
+;;   (sum     Result  Var  GoalLit)
+;;   (min     Result  Var  GoalLit)
+;;   (max     Result  Var  GoalLit)
+;;   (findall List    Var  GoalLit)
+;;
+;; Parsed naturally because arg-position compounds are already allowed
+;; (Phase 4 needs them for arithmetic). At evaluation time the aggregator
+;; runs `dl-find-bindings` on `GoalLit` under the current subst, collects
+;; the distinct values of `Var`, and binds `Result`.
+;;
+;; Aggregation is non-monotonic — `count(C, X, p(X))` shrinks as p loses
+;; tuples. The stratifier (lib/datalog/strata.sx) treats every aggregate's
+;; goal relation as a negation-like edge so the inner relation is fully
+;; derived before the aggregate fires.
+;;
+;; Empty input: count → 0, sum → 0, min/max → no binding (rule fails).
+
+(define dl-aggregate-rels (list "count" "sum" "min" "max" "findall"))
+
+(define
+  dl-aggregate?
+  (fn
+    (lit)
+    (and
+      (list? lit)
+      (>= (len lit) 4)
+      (let ((rel (dl-rel-name lit)))
+        (cond
+          ((nil? rel) false)
+          (else (dl-member-string? rel dl-aggregate-rels)))))))
+
+;; Apply aggregation operator to a list of (already-distinct) numeric or
+;; symbolic values. Returns the aggregated value, or :empty if min/max
+;; has no input.
+(define
+  dl-do-aggregate
+  (fn
+    (op vals)
+    (cond
+      ((= op "count") (len vals))
+      ((= op "sum") (dl-sum-vals vals 0))
+      ((= op "findall") vals)
+      ((= op "min")
+        (cond
+          ((= (len vals) 0) :empty)
+          (else (dl-min-vals vals 1 (first vals)))))
+      ((= op "max")
+        (cond
+          ((= (len vals) 0) :empty)
+          (else (dl-max-vals vals 1 (first vals)))))
+      (else (error (str "datalog: unknown aggregate " op))))))
+
+(define
+  dl-sum-vals
+  (fn
+    (vals acc)
+    (cond
+      ((= (len vals) 0) acc)
+      (else (dl-sum-vals (rest vals) (+ acc (first vals)))))))
+
+(define
+  dl-min-vals
+  (fn
+    (vals i cur)
+    (cond
+      ((>= i (len vals)) cur)
+      (else
+        (let ((v (nth vals i)))
+          (dl-min-vals vals (+ i 1) (if (< v cur) v cur)))))))
+
+(define
+  dl-max-vals
+  (fn
+    (vals i cur)
+    (cond
+      ((>= i (len vals)) cur)
+      (else
+        (let ((v (nth vals i)))
+          (dl-max-vals vals (+ i 1) (if (> v cur) v cur)))))))
+
+;; Membership check by deep equality (so 30 == 30.0 etc).
+(define
+  dl-val-member?
+  (fn
+    (v xs)
+    (cond
+      ((= (len xs) 0) false)
+      ((dl-tuple-equal? v (first xs)) true)
+      (else (dl-val-member? v (rest xs))))))
+
+;; Evaluate an aggregate body lit under `subst`. Returns the list of
+;; extended substitutions (0 or 1 element).
+(define
+  dl-eval-aggregate
+  (fn
+    (lit db subst)
+    (let
+      ((op (dl-rel-name lit))
+        (result-var (nth lit 1))
+        (agg-var (nth lit 2))
+        (goal (nth lit 3)))
+      (let
+        ((substs (dl-find-bindings (list goal) db subst))
+          (vals (list)))
+        (do
+          (for-each
+            (fn
+              (s)
+              (let ((v (dl-apply-subst agg-var s)))
+                (when
+                  (not (dl-val-member? v vals))
+                  (append! vals v))))
+            substs)
+          (let ((agg-val (dl-do-aggregate op vals)))
+            (cond
+              ((= agg-val :empty) (list))
+              (else
+                (let ((s2 (dl-unify result-var agg-val subst)))
+                  (if (nil? s2) (list) (list s2)))))))))))
+
+;; Stratification edges from aggregates: like negation, the goal's
+;; relation must be in a strictly lower stratum so that the aggregate
+;; fires only after the underlying tuples are settled.
+(define
+  dl-aggregate-dep-edge
+  (fn
+    (lit)
+    (cond
+      ((dl-aggregate? lit)
+        (let ((goal (nth lit 3)))
+          (cond
+            ((and (list? goal) (> (len goal) 0))
+              (let ((rel (dl-rel-name goal)))
+                (if (nil? rel) nil {:rel rel :neg true})))
+            (else nil))))
+      (else nil))))

lib/datalog/api.sx

@@ -0,0 +1,235 @@
+;; lib/datalog/api.sx — SX-data embedding API.
+;;
+;; Where Phase 1's `dl-program` takes a Datalog source string,
+;; this module exposes a parser-free API that consumes SX data
+;; directly. Two rule shapes are accepted:
+;;
+;;   - dict:   {:head <literal> :body (<literal> ...)}
+;;   - list:   (<head-elements...> <- <body-literal> ...)
+;;             — `<-` is an SX symbol used as the rule arrow.
+;;
+;; Examples:
+;;
+;;   (dl-program-data
+;;     '((parent tom bob) (parent tom liz) (parent bob ann))
+;;     '((ancestor X Y <- (parent X Y))
+;;       (ancestor X Z <- (parent X Y) (ancestor Y Z))))
+;;
+;;   (dl-query db '(ancestor tom X))   ; same query API as before
+;;
+;; Variables follow the parser convention: SX symbols whose first
+;; character is uppercase or `_` are variables.
+
+(define
+  dl-rule
+  (fn (head body) {:head head :body body}))
+
+(define
+  dl-rule-arrow?
+  (fn
+    (x)
+    (and (symbol? x) (= (symbol->string x) "<-"))))
+
+(define
+  dl-find-arrow
+  (fn
+    (rl i n)
+    (cond
+      ((>= i n) nil)
+      ((dl-rule-arrow? (nth rl i)) i)
+      (else (dl-find-arrow rl (+ i 1) n)))))
+
+;; Given a list of the form (head-elt ... <- body-lit ...) returns
+;; {:head (head-elt ...) :body (body-lit ...)}. If no arrow is
+;; present, the whole list is treated as the head and the body is
+;; empty (i.e. a fact written rule-style).
+(define
+  dl-rule-from-list
+  (fn
+    (rl)
+    (let ((n (len rl)))
+      (let ((idx (dl-find-arrow rl 0 n)))
+        (cond
+          ((nil? idx) {:head rl :body (list)})
+          (else
+            (let
+              ((head (slice rl 0 idx))
+                (body (slice rl (+ idx 1) n)))
+              {:head head :body body})))))))
+
+;; Coerce a rule given as either a dict or a list-with-arrow to a dict.
+(define
+  dl-coerce-rule
+  (fn
+    (r)
+    (cond
+      ((dict? r) r)
+      ((list? r) (dl-rule-from-list r))
+      (else (error (str "dl-coerce-rule: expected dict or list, got " r))))))
+
+;; Build a db from SX data lists.
+(define
+  dl-program-data
+  (fn
+    (facts rules)
+    (let ((db (dl-make-db)))
+      (do
+        (for-each (fn (lit) (dl-add-fact! db lit)) facts)
+        (for-each
+          (fn (r) (dl-add-rule! db (dl-coerce-rule r)))
+          rules)
+        db))))
+
+;; Add a single fact at runtime, then re-saturate the db so derived
+;; tuples reflect the change. Returns the db.
+(define
+  dl-assert!
+  (fn
+    (db lit)
+    (do
+      (dl-add-fact! db lit)
+      (dl-saturate! db)
+      db)))
+
+;; Remove a fact: drop matching tuples from EDB AND wipe all derived
+;; tuples (any IDB tuple may have transitively depended on the removed
+;; fact). Then re-saturate to repopulate IDB. EDB facts that were
+;; asserted via dl-add-fact! are preserved unless they match `lit`.
+;;
+;; To distinguish EDB from IDB, we treat any fact for a relation that
+;; has rules as IDB; otherwise EDB. (Phase 9 simplification — Phase 10
+;; may track provenance.)
+(define
+  dl-retract!
+  (fn
+    (db lit)
+    (let
+      ((rel-key (dl-rel-name lit)))
+      (do
+        ;; Drop the matching tuple from its relation list (if EDB-only).
+        (when
+          (has-key? (get db :facts) rel-key)
+          (let
+            ((existing (get (get db :facts) rel-key))
+              (kept (list))
+              (kept-keys {})
+              (kept-index {}))
+            (do
+              (for-each
+                (fn
+                  (t)
+                  (when
+                    (not (dl-tuple-equal? t lit))
+                    (do
+                      (append! kept t)
+                      (dict-set! kept-keys (dl-tuple-key t) true)
+                      (when
+                        (>= (len t) 2)
+                        (let ((k (dl-arg-key (nth t 1))))
+                          (do
+                            (when
+                              (not (has-key? kept-index k))
+                              (dict-set! kept-index k (list)))
+                            (append! (get kept-index k) t)))))))
+                existing)
+              (dict-set! (get db :facts) rel-key kept)
+              (dict-set! (get db :facts-keys) rel-key kept-keys)
+              (dict-set! (get db :facts-index) rel-key kept-index))))
+        ;; Wipe all relations that have a rule (these are IDB) so the
+        ;; saturator regenerates them from the surviving EDB.
+        (let ((rule-heads (dl-rule-head-rels db)))
+          (for-each
+            (fn
+              (k)
+              (do
+                (dict-set! (get db :facts) k (list))
+                (dict-set! (get db :facts-keys) k {})
+                (dict-set! (get db :facts-index) k {})))
+            rule-heads))
+        (dl-saturate! db)
+        db))))
+
+;; ── Convenience: single-call source + query ───────────────────
+;; (dl-eval source query-source) parses both, builds a db, saturates,
+;; runs the query, returns the substitution list. The query source
+;; should be `?- goal[, goal ...].` — the parser produces a clause
+;; with :query containing a list of literals which is fed straight
+;; to dl-query.
+(define
+  dl-eval
+  (fn
+    (source query-source)
+    (let
+      ((db (dl-program source))
+        (queries (dl-parse query-source)))
+      (cond
+        ((= (len queries) 0) (error "dl-eval: query string is empty"))
+        ((not (has-key? (first queries) :query))
+          (error "dl-eval: second arg must be a `?- ...` query clause"))
+        (else
+          (dl-query db (get (first queries) :query)))))))
+
+;; (dl-eval-magic source query-source) — like dl-eval but routes a
+;; single-positive-literal query through `dl-magic-query` for goal-
+;; directed evaluation. Multi-literal query bodies fall back to the
+;; standard dl-query path (magic-sets is currently only wired for
+;; single-positive goals). The caller's source is parsed afresh
+;; each call so successive invocations are independent.
+(define
+  dl-eval-magic
+  (fn
+    (source query-source)
+    (let
+      ((db (dl-program source))
+        (queries (dl-parse query-source)))
+      (cond
+        ((= (len queries) 0) (error "dl-eval-magic: query string is empty"))
+        ((not (has-key? (first queries) :query))
+          (error
+            "dl-eval-magic: second arg must be a `?- ...` query clause"))
+        (else
+          (let
+            ((qbody (get (first queries) :query)))
+            (cond
+              ((and (= (len qbody) 1)
+                    (list? (first qbody))
+                    (> (len (first qbody)) 0)
+                    (symbol? (first (first qbody))))
+                (dl-magic-query db (first qbody)))
+              (else (dl-query db qbody)))))))))
+
+(define
+  dl-rule-head-rels
+  (fn
+    (db)
+    (let ((seen (list)))
+      (do
+        (for-each
+          (fn
+            (rule)
+            (let ((h (dl-rel-name (get rule :head))))
+              (when
+                (and (not (nil? h)) (not (dl-member-string? h seen)))
+                (append! seen h))))
+          (dl-rules db))
+        seen))))
+
+;; Wipe every relation that has at least one rule (i.e. every IDB
+;; relation) — leaves EDB facts and rule definitions intact. Useful
+;; before a follow-up `dl-saturate!` if you want a clean restart, or
+;; for inspection of the EDB-only baseline.
+(define
+  dl-clear-idb!
+  (fn
+    (db)
+    (let ((rule-heads (dl-rule-head-rels db)))
+      (do
+        (for-each
+          (fn
+            (k)
+            (do
+              (dict-set! (get db :facts) k (list))
+              (dict-set! (get db :facts-keys) k {})
+              (dict-set! (get db :facts-index) k {})))
+          rule-heads)
+        db))))

lib/datalog/builtins.sx

@@ -0,0 +1,314 @@
+;; lib/datalog/builtins.sx — comparison + arithmetic body literals.
+;;
+;; Built-in predicates filter / extend candidate substitutions during
+;; rule evaluation. They are not stored facts and do not participate in
+;; the Herbrand base.
+;;
+;;   (< a b)  (<= a b)  (> a b)  (>= a b)   ; numeric (or string) compare
+;;   (= a b)                                  ; unify (binds vars)
+;;   (!= a b)                                ; ground-only inequality
+;;   (is X expr)                              ; bind X to expr's value
+;;
+;; Arithmetic expressions are SX-list compounds:
+;;   (+ a b)  (- a b)  (* a b)  (/ a b)
+;; or numbers / variables (must be bound at evaluation time).
+
+(define
+  dl-comparison?
+  (fn
+    (lit)
+    (and
+      (list? lit)
+      (> (len lit) 0)
+      (let
+        ((rel (dl-rel-name lit)))
+        (cond
+          ((nil? rel) false)
+          (else (dl-member-string? rel (list "<" "<=" ">" ">=" "!="))))))))
+
+(define
+  dl-eq?
+  (fn
+    (lit)
+    (and
+      (list? lit)
+      (> (len lit) 0)
+      (let ((rel (dl-rel-name lit))) (and (not (nil? rel)) (= rel "=")))))) 
+
+(define
+  dl-is?
+  (fn
+    (lit)
+    (and
+      (list? lit)
+      (> (len lit) 0)
+      (let
+        ((rel (dl-rel-name lit)))
+        (and (not (nil? rel)) (= rel "is")))))) 
+
+;; Evaluate an arithmetic expression under subst. Returns the numeric
+;; result, or raises if any operand is unbound or non-numeric.
+(define
+  dl-eval-arith
+  (fn
+    (expr subst)
+    (let
+      ((w (dl-walk expr subst)))
+      (cond
+        ((number? w) w)
+        ((dl-var? w)
+          (error (str "datalog arith: unbound variable " (symbol->string w))))
+        ((list? w)
+          (let
+            ((rel (dl-rel-name w)) (args (rest w)))
+            (cond
+              ((not (= (len args) 2))
+                (error (str "datalog arith: need 2 args, got " w)))
+              (else
+                (let
+                  ((a (dl-eval-arith (first args) subst))
+                    (b (dl-eval-arith (nth args 1) subst)))
+                  (cond
+                    ((= rel "+") (+ a b))
+                    ((= rel "-") (- a b))
+                    ((= rel "*") (* a b))
+                    ((= rel "/") (/ a b))
+                    (else (error (str "datalog arith: unknown op " rel)))))))))
+        (else (error (str "datalog arith: not a number — " w)))))))
+
+(define
+  dl-eval-compare
+  (fn
+    (lit subst)
+    (let
+      ((rel (dl-rel-name lit))
+        (a (dl-walk (nth lit 1) subst))
+        (b (dl-walk (nth lit 2) subst)))
+      (cond
+        ((or (dl-var? a) (dl-var? b))
+          (error
+            (str
+              "datalog: comparison "
+              rel
+              " has unbound argument; "
+              "ensure prior body literal binds the variable")))
+        (else
+          (let
+            ((ok (cond ((= rel "<") (< a b)) ((= rel "<=") (<= a b)) ((= rel ">") (> a b)) ((= rel ">=") (>= a b)) ((= rel "!=") (not (dl-tuple-equal? a b))) (else (error (str "datalog: unknown compare " rel))))))
+            (if ok subst nil)))))))
+
+(define
+  dl-eval-eq
+  (fn
+    (lit subst)
+    (dl-unify (nth lit 1) (nth lit 2) subst)))
+
+(define
+  dl-eval-is
+  (fn
+    (lit subst)
+    (let
+      ((target (nth lit 1)) (expr (nth lit 2)))
+      (let
+        ((value (dl-eval-arith expr subst)))
+        (dl-unify target value subst)))))
+
+(define
+  dl-eval-builtin
+  (fn
+    (lit subst)
+    (cond
+      ((dl-comparison? lit) (dl-eval-compare lit subst))
+      ((dl-eq? lit) (dl-eval-eq lit subst))
+      ((dl-is? lit) (dl-eval-is lit subst))
+      (else (error (str "dl-eval-builtin: not a built-in: " lit))))))
+
+;; ── Safety analysis ──────────────────────────────────────────────
+;;
+;; Walks body literals left-to-right tracking a "bound" set. The check
+;; understands these literal kinds:
+;;
+;;   positive non-built-in    → adds its vars to bound
+;;   (is X expr)              → vars(expr) ⊆ bound, then add X (if var)
+;;   <,<=,>,>=,!=             → all vars ⊆ bound (no binding)
+;;   (= a b) where:
+;;       both non-vars        → constraint check, no binding
+;;       a var, b not         → bind a
+;;       b var, a not         → bind b
+;;       both vars            → at least one in bound; bind the other
+;;   {:neg lit}               → all vars ⊆ bound (Phase 7 enforces fully)
+;;
+;; At end, head vars (minus `_`) must be ⊆ bound.
+
+(define
+  dl-vars-not-in
+  (fn
+    (vs bound)
+    (let
+      ((out (list)))
+      (do
+        (for-each
+          (fn
+            (v)
+            (when (not (dl-member-string? v bound)) (append! out v)))
+          vs)
+        out))))
+
+(define
+  dl-rule-check-safety
+  (fn
+    (rule)
+    (let
+      ((head (get rule :head))
+        (body (get rule :body))
+        (bound (list))
+        (err nil))
+      (do
+        (define
+          dl-add-bound!
+          (fn
+            (vs)
+            (for-each
+              (fn
+                (v)
+                (when (not (dl-member-string? v bound)) (append! bound v)))
+              vs)))
+        (define
+          dl-process-eq!
+          (fn
+            (lit)
+            (let
+              ((a (nth lit 1)) (b (nth lit 2)))
+              (let
+                ((va (dl-var? a)) (vb (dl-var? b)))
+                (cond
+                  ((and (not va) (not vb)) nil)
+                  ((and va (not vb))
+                    (dl-add-bound! (list (symbol->string a))))
+                  ((and (not va) vb)
+                    (dl-add-bound! (list (symbol->string b))))
+                  (else
+                    (let
+                      ((sa (symbol->string a)) (sb (symbol->string b)))
+                      (cond
+                        ((dl-member-string? sa bound)
+                          (dl-add-bound! (list sb)))
+                        ((dl-member-string? sb bound)
+                          (dl-add-bound! (list sa)))
+                        (else
+                          (set!
+                            err
+                            (str
+                              "= between two unbound variables "
+                              (list sa sb)
+                              " — at least one must be bound by an "
+                              "earlier positive body literal")))))))))))
+        (define
+          dl-process-cmp!
+          (fn
+            (lit)
+            (let
+              ((needed (dl-vars-of (list (nth lit 1) (nth lit 2)))))
+              (let
+                ((missing (dl-vars-not-in needed bound)))
+                (when
+                  (> (len missing) 0)
+                  (set!
+                    err
+                    (str
+                      "comparison "
+                      (dl-rel-name lit)
+                      " requires bound variable(s) "
+                      missing
+                      " (must be bound by an earlier positive "
+                      "body literal)")))))))
+        (define
+          dl-process-is!
+          (fn
+            (lit)
+            (let
+              ((tgt (nth lit 1)) (expr (nth lit 2)))
+              (let
+                ((needed (dl-vars-of expr)))
+                (let
+                  ((missing (dl-vars-not-in needed bound)))
+                  (cond
+                    ((> (len missing) 0)
+                      (set!
+                        err
+                        (str
+                          "is RHS uses unbound variable(s) "
+                          missing
+                          " — bind them via a prior positive body "
+                          "literal")))
+                    (else
+                      (when
+                        (dl-var? tgt)
+                        (dl-add-bound! (list (symbol->string tgt)))))))))))
+        (define
+          dl-process-neg!
+          (fn
+            (lit)
+            (let
+              ((needed (dl-vars-of (get lit :neg))))
+              (let
+                ((missing (dl-vars-not-in needed bound)))
+                (when
+                  (> (len missing) 0)
+                  (set!
+                    err
+                    (str
+                      "negation refers to unbound variable(s) "
+                      missing
+                      " — they must be bound by an earlier "
+                      "positive body literal")))))))
+        (define
+          dl-process-agg!
+          (fn
+            (lit)
+            (let
+              ((result-var (nth lit 1)))
+              ;; Aggregate goal vars are existentially quantified within
+              ;; the aggregate; nothing required from outer context. The
+              ;; result var becomes bound after the aggregate fires.
+              (when
+                (dl-var? result-var)
+                (dl-add-bound! (list (symbol->string result-var)))))))
+
+        (define
+          dl-process-lit!
+          (fn
+            (lit)
+            (when
+              (nil? err)
+              (cond
+                ((and (dict? lit) (has-key? lit :neg))
+                  (dl-process-neg! lit))
+                ((dl-aggregate? lit) (dl-process-agg! lit))
+                ((dl-eq? lit) (dl-process-eq! lit))
+                ((dl-is? lit) (dl-process-is! lit))
+                ((dl-comparison? lit) (dl-process-cmp! lit))
+                ((and (list? lit) (> (len lit) 0))
+                  (dl-add-bound! (dl-vars-of lit)))))))
+        (for-each dl-process-lit! body)
+        (when
+          (nil? err)
+          (let
+            ((head-vars (dl-vars-of head)) (missing (list)))
+            (do
+              (for-each
+                (fn
+                  (v)
+                  (when
+                    (and (not (dl-member-string? v bound)) (not (= v "_")))
+                    (append! missing v)))
+                head-vars)
+              (when
+                (> (len missing) 0)
+                (set!
+                  err
+                  (str
+                    "head variable(s) "
+                    missing
+                    " do not appear in any positive body literal"))))))
+        err))))

lib/datalog/conformance.conf

@@ -0,0 +1,32 @@
+# Datalog conformance config — sourced by lib/guest/conformance.sh.
+
+LANG_NAME=datalog
+MODE=dict
+
+PRELOADS=(
+  lib/datalog/tokenizer.sx
+  lib/datalog/parser.sx
+  lib/datalog/unify.sx
+  lib/datalog/db.sx
+  lib/datalog/builtins.sx
+  lib/datalog/aggregates.sx
+  lib/datalog/strata.sx
+  lib/datalog/eval.sx
+  lib/datalog/api.sx
+  lib/datalog/magic.sx
+  lib/datalog/demo.sx
+)
+
+SUITES=(
+  "tokenize:lib/datalog/tests/tokenize.sx:(dl-tokenize-tests-run!)"
+  "parse:lib/datalog/tests/parse.sx:(dl-parse-tests-run!)"
+  "unify:lib/datalog/tests/unify.sx:(dl-unify-tests-run!)"
+  "eval:lib/datalog/tests/eval.sx:(dl-eval-tests-run!)"
+  "builtins:lib/datalog/tests/builtins.sx:(dl-builtins-tests-run!)"
+  "semi_naive:lib/datalog/tests/semi_naive.sx:(dl-semi-naive-tests-run!)"
+  "negation:lib/datalog/tests/negation.sx:(dl-negation-tests-run!)"
+  "aggregates:lib/datalog/tests/aggregates.sx:(dl-aggregates-tests-run!)"
+  "api:lib/datalog/tests/api.sx:(dl-api-tests-run!)"
+  "magic:lib/datalog/tests/magic.sx:(dl-magic-tests-run!)"
+  "demo:lib/datalog/tests/demo.sx:(dl-demo-tests-run!)"
+)

lib/datalog/conformance.sh

@@ -0,0 +1,3 @@
+#!/usr/bin/env bash
+# Thin wrapper — see lib/guest/conformance.sh and lib/datalog/conformance.conf.
+exec bash "$(dirname "$0")/../guest/conformance.sh" "$(dirname "$0")/conformance.conf" "$@"

lib/datalog/datalog.sx

@@ -0,0 +1,97 @@
+;; lib/datalog/datalog.sx — public API documentation index.
+;;
+;; This file is reference-only — `load` is an epoch-protocol command,
+;; not an SX function, so it cannot reload a list of files from inside
+;; another `.sx` file. To set up a fresh sx_server session with all
+;; modules in scope, issue these loads in order:
+;;
+;;   (load "lib/datalog/tokenizer.sx")
+;;   (load "lib/datalog/parser.sx")
+;;   (load "lib/datalog/unify.sx")
+;;   (load "lib/datalog/db.sx")
+;;   (load "lib/datalog/builtins.sx")
+;;   (load "lib/datalog/aggregates.sx")
+;;   (load "lib/datalog/strata.sx")
+;;   (load "lib/datalog/eval.sx")
+;;   (load "lib/datalog/api.sx")
+;;   (load "lib/datalog/magic.sx")
+;;   (load "lib/datalog/demo.sx")
+;;
+;; (lib/datalog/conformance.sh runs this load list automatically.)
+;;
+;; ── Public API surface ─────────────────────────────────────────────
+;;
+;;   Source / data:
+;;     (dl-tokenize "src")              → token list
+;;     (dl-parse "src")                 → parsed clauses
+;;     (dl-program "src")               → db built from a source string
+;;     (dl-program-data facts rules)    → db from SX data lists; rules
+;;                                        accept either dict form or
+;;                                        list form with `<-` arrow
+;;
+;;   Construction (mutates db):
+;;     (dl-make-db)                     empty db
+;;     (dl-add-fact! db lit)            rejects non-ground
+;;     (dl-add-rule! db rule)           rejects unsafe rules
+;;     (dl-rule head body)              dict-rule constructor
+;;     (dl-add-clause! db clause)       parser output → fact or rule
+;;     (dl-load-program! db src)        string source
+;;     (dl-set-strategy! db strategy)   :semi-naive default; :magic
+;;                                        is informational, use
+;;                                        dl-magic-query for actual
+;;                                        magic-sets evaluation
+;;
+;;   Mutation:
+;;     (dl-assert! db lit)              add + re-saturate
+;;     (dl-retract! db lit)             drop EDB, wipe IDB, re-saturate
+;;     (dl-clear-idb! db)               wipe rule-headed relations
+;;
+;;   Query / inspection:
+;;     (dl-saturate! db)                stratified semi-naive default
+;;     (dl-saturate-naive! db)          reference (slow on chains)
+;;     (dl-saturate-rules! db rules)    per-rule-set semi-naive worker
+;;     (dl-query db goal)               list of substitution dicts
+;;     (dl-relation db rel-name)        tuple list for a relation
+;;     (dl-rules db)                    rule list
+;;     (dl-fact-count db)               total ground tuples
+;;     (dl-summary db)                  {<rel>: count} for inspection
+;;
+;;   Single-call convenience:
+;;     (dl-eval source query-source)         parse, run, return substs
+;;     (dl-eval-magic source query-source)   single-goal → magic-sets
+;;
+;;   Magic-sets (lib/datalog/magic.sx):
+;;     (dl-adorn-goal goal)             "b/f" adornment string
+;;     (dl-rule-sips rule head-adn)     SIPS analysis per body lit
+;;     (dl-magic-rewrite rules rel adn args)
+;;                                       rewritten rule list + seed
+;;     (dl-magic-query db query-goal)    end-to-end magic-sets query
+;;
+;; ── Body literal kinds ─────────────────────────────────────────────
+;;
+;;   Positive             (rel arg ... arg)
+;;   Negation             {:neg (rel arg ...)}
+;;   Comparison           (< X Y), (<= X Y), (> X Y), (>= X Y),
+;;                        (= X Y), (!= X Y)
+;;   Arithmetic           (is Z (+ X Y)) and (- * /)
+;;   Aggregation          (count R V Goal),  (sum R V Goal),
+;;                        (min R V Goal),    (max R V Goal),
+;;                        (findall L V Goal)
+;;
+;; ── Variable conventions ───────────────────────────────────────────
+;;
+;;   Variables: SX symbols whose first char is uppercase A–Z or '_'.
+;;   Anonymous '_' is renamed to a fresh _anon<N> per occurrence at
+;;   rule/query load time so multiple '_' don't unify.
+;;
+;; ── Demo programs ──────────────────────────────────────────────────
+;;
+;;   See lib/datalog/demo.sx — federation, content, permissions, and
+;;   the canonical "cooking posts by people I follow (transitively)"
+;;   example.
+;;
+;; ── Status ─────────────────────────────────────────────────────────
+;;
+;;   See plans/datalog-on-sx.md — phase-by-phase progress log and
+;;   roadmap. Run `bash lib/datalog/conformance.sh` to refresh
+;;   `lib/datalog/scoreboard.{json,md}`.

lib/datalog/db.sx

@@ -0,0 +1,386 @@
+;; lib/datalog/db.sx — Datalog database (EDB + IDB + rules) + safety hook.
+;;
+;; A db is a mutable dict:
+;;   {:facts {<rel-name-string> -> (literal ...)}
+;;    :rules ({:head literal :body (literal ...)} ...)}
+;;
+;; Facts are stored as full literals `(rel arg ... arg)` so they unify
+;; directly against rule body literals. Each relation's tuple list is
+;; deduplicated on insert.
+;;
+;; Phase 3 introduced safety analysis for head variables; Phase 4 (in
+;; lib/datalog/builtins.sx) swaps in the real `dl-rule-check-safety`,
+;; which is order-aware and understands built-in predicates.
+
+(define
+  dl-make-db
+  (fn () {:facts {} :facts-keys {} :facts-index {} :rules (list) :strategy :semi-naive}))
+
+;; Evaluation strategy. Default :semi-naive (the only strategy
+;; currently implemented). :magic is reserved for goal-directed
+;; magic-sets evaluation — calling it now logs a one-time "deferred"
+;; note and falls back to semi-naive.
+(define
+  dl-set-strategy!
+  (fn
+    (db strategy)
+    (do
+      (dict-set! db :strategy strategy)
+      db)))
+
+(define
+  dl-get-strategy
+  (fn
+    (db)
+    (if (has-key? db :strategy) (get db :strategy) :semi-naive)))
+
+(define
+  dl-rel-name
+  (fn
+    (lit)
+    (cond
+      ((and (dict? lit) (has-key? lit :neg)) (dl-rel-name (get lit :neg)))
+      ((and (list? lit) (> (len lit) 0) (symbol? (first lit)))
+        (symbol->string (first lit)))
+      (else nil))))
+
+(define dl-builtin-rels (list "<" "<=" ">" ">=" "=" "!=" "is"))
+
+(define
+  dl-member-string?
+  (fn
+    (s xs)
+    (cond
+      ((= (len xs) 0) false)
+      ((= (first xs) s) true)
+      (else (dl-member-string? s (rest xs))))))
+
+(define
+  dl-builtin?
+  (fn
+    (lit)
+    (and
+      (list? lit)
+      (> (len lit) 0)
+      (let
+        ((rel (dl-rel-name lit)))
+        (cond
+          ((nil? rel) false)
+          (else (dl-member-string? rel dl-builtin-rels)))))))
+
+(define
+  dl-positive-lit?
+  (fn
+    (lit)
+    (cond
+      ((and (dict? lit) (has-key? lit :neg)) false)
+      ((dl-builtin? lit) false)
+      ((and (list? lit) (> (len lit) 0)) true)
+      (else false))))
+
+(define
+  dl-tuple-equal?
+  (fn
+    (a b)
+    (cond
+      ((and (list? a) (list? b))
+        (and (= (len a) (len b)) (dl-tuple-equal-list? a b 0)))
+      ((and (number? a) (number? b)) (= a b))
+      (else (equal? a b)))))
+
+(define
+  dl-tuple-equal-list?
+  (fn
+    (a b i)
+    (cond
+      ((>= i (len a)) true)
+      ((not (dl-tuple-equal? (nth a i) (nth b i))) false)
+      (else (dl-tuple-equal-list? a b (+ i 1))))))
+
+(define
+  dl-tuple-member?
+  (fn
+    (lit lits)
+    (dl-tuple-member-aux? lit lits 0 (len lits))))
+
+(define
+  dl-tuple-member-aux?
+  (fn
+    (lit lits i n)
+    (cond
+      ((>= i n) false)
+      ((dl-tuple-equal? lit (nth lits i)) true)
+      (else (dl-tuple-member-aux? lit lits (+ i 1) n)))))
+
+(define
+  dl-ensure-rel!
+  (fn
+    (db rel-key)
+    (let
+      ((facts (get db :facts))
+        (fk (get db :facts-keys))
+        (fi (get db :facts-index)))
+      (do
+        (when
+          (not (has-key? facts rel-key))
+          (dict-set! facts rel-key (list)))
+        (when
+          (not (has-key? fk rel-key))
+          (dict-set! fk rel-key {}))
+        (when
+          (not (has-key? fi rel-key))
+          (dict-set! fi rel-key {}))
+        (get facts rel-key)))))
+
+;; First-arg index helpers. Tuples are keyed by their first-after-rel
+;; arg's `(str ...)`; when that arg is a constant, dl-match-positive
+;; uses the index instead of scanning the full relation.
+(define
+  dl-arg-key
+  (fn
+    (v)
+    (str v)))
+
+(define
+  dl-index-add!
+  (fn
+    (db rel-key lit)
+    (let
+      ((idx (get db :facts-index))
+        (n (len lit)))
+      (when
+        (and (>= n 2) (has-key? idx rel-key))
+        (let
+          ((rel-idx (get idx rel-key))
+            (k (dl-arg-key (nth lit 1))))
+          (do
+            (when
+              (not (has-key? rel-idx k))
+              (dict-set! rel-idx k (list)))
+            (append! (get rel-idx k) lit)))))))
+
+(define
+  dl-index-lookup
+  (fn
+    (db rel-key arg-val)
+    (let
+      ((idx (get db :facts-index)))
+      (cond
+        ((not (has-key? idx rel-key)) (list))
+        (else
+          (let ((rel-idx (get idx rel-key))
+                (k (dl-arg-key arg-val)))
+            (if (has-key? rel-idx k) (get rel-idx k) (list))))))))
+
+(define dl-tuple-key (fn (lit) (str lit)))
+
+(define
+  dl-rel-tuples
+  (fn
+    (db rel-key)
+    (let
+      ((facts (get db :facts)))
+      (if (has-key? facts rel-key) (get facts rel-key) (list)))))
+
+(define
+  dl-add-fact!
+  (fn
+    (db lit)
+    (cond
+      ((not (and (list? lit) (> (len lit) 0)))
+        (error (str "dl-add-fact!: expected literal list, got " lit)))
+      ((not (dl-ground? lit (dl-empty-subst)))
+        (error (str "dl-add-fact!: expected ground literal, got " lit)))
+      (else
+        (let
+          ((rel-key (dl-rel-name lit)))
+          (let
+            ((tuples (dl-ensure-rel! db rel-key))
+              (key-dict (get (get db :facts-keys) rel-key))
+              (tk (dl-tuple-key lit)))
+            (cond
+              ((has-key? key-dict tk) false)
+              (else
+                (do
+                  (dict-set! key-dict tk true)
+                  (append! tuples lit)
+                  (dl-index-add! db rel-key lit)
+                  true)))))))))
+
+;; The full safety check lives in builtins.sx (it has to know which
+;; predicates are built-ins). dl-add-rule! calls it via forward
+;; reference; load builtins.sx alongside db.sx in any setup that
+;; adds rules. The fallback below is used if builtins.sx isn't loaded.
+(define
+  dl-rule-check-safety
+  (fn
+    (rule)
+    (let
+      ((head-vars (dl-vars-of (get rule :head))) (body-vars (list)))
+      (do
+        (for-each
+          (fn
+            (lit)
+            (when
+              (and
+                (list? lit)
+                (> (len lit) 0)
+                (not (and (dict? lit) (has-key? lit :neg))))
+              (for-each
+                (fn
+                  (v)
+                  (when
+                    (not (dl-member-string? v body-vars))
+                    (append! body-vars v)))
+                (dl-vars-of lit))))
+          (get rule :body))
+        (let
+          ((missing (list)))
+          (do
+            (for-each
+              (fn
+                (v)
+                (when
+                  (and
+                    (not (dl-member-string? v body-vars))
+                    (not (= v "_")))
+                  (append! missing v)))
+              head-vars)
+            (cond
+              ((> (len missing) 0)
+                (str
+                  "head variable(s) "
+                  missing
+                  " do not appear in any body literal"))
+              (else nil))))))))
+
+(define
+  dl-rename-anon-term
+  (fn
+    (term next-name)
+    (cond
+      ((and (symbol? term) (= (symbol->string term) "_"))
+        (next-name))
+      ((list? term)
+        (map (fn (x) (dl-rename-anon-term x next-name)) term))
+      (else term))))
+
+(define
+  dl-rename-anon-lit
+  (fn
+    (lit next-name)
+    (cond
+      ((and (dict? lit) (has-key? lit :neg))
+        {:neg (dl-rename-anon-term (get lit :neg) next-name)})
+      ((list? lit) (dl-rename-anon-term lit next-name))
+      (else lit))))
+
+(define
+  dl-make-anon-renamer
+  (fn
+    ()
+    (let ((counter 0))
+      (fn () (do (set! counter (+ counter 1))
+                 (string->symbol (str "_anon" counter)))))))
+
+(define
+  dl-rename-anon-rule
+  (fn
+    (rule)
+    (let ((next-name (dl-make-anon-renamer)))
+      {:head (dl-rename-anon-term (get rule :head) next-name)
+       :body (map (fn (lit) (dl-rename-anon-lit lit next-name))
+                  (get rule :body))})))
+
+(define
+  dl-add-rule!
+  (fn
+    (db rule)
+    (cond
+      ((not (dict? rule))
+        (error (str "dl-add-rule!: expected rule dict, got " rule)))
+      ((not (has-key? rule :head))
+        (error (str "dl-add-rule!: rule missing :head, got " rule)))
+      (else
+        (let ((rule (dl-rename-anon-rule rule)))
+          (let
+            ((err (dl-rule-check-safety rule)))
+            (cond
+              ((not (nil? err)) (error (str "dl-add-rule!: " err)))
+              (else
+                (let
+                  ((rules (get db :rules)))
+                  (do (append! rules rule) true))))))))))
+
+(define
+  dl-add-clause!
+  (fn
+    (db clause)
+    (cond
+      ((has-key? clause :query) false)
+      ((and (has-key? clause :body) (= (len (get clause :body)) 0))
+        (dl-add-fact! db (get clause :head)))
+      (else (dl-add-rule! db clause)))))
+
+(define
+  dl-load-program!
+  (fn
+    (db source)
+    (let
+      ((clauses (dl-parse source)))
+      (do (for-each (fn (c) (dl-add-clause! db c)) clauses) db))))
+
+(define
+  dl-program
+  (fn (source) (let ((db (dl-make-db))) (dl-load-program! db source))))
+
+(define dl-rules (fn (db) (get db :rules)))
+
+(define
+  dl-fact-count
+  (fn
+    (db)
+    (let
+      ((facts (get db :facts)) (total 0))
+      (do
+        (for-each
+          (fn (k) (set! total (+ total (len (get facts k)))))
+          (keys facts))
+        total))))
+
+;; Returns {<rel-name>: tuple-count} for debugging. Includes
+;; relations with any tuples plus all rule-head relations (so empty
+;; IDB shows as 0). Skips empty EDB-only entries that are placeholders
+;; from internal `dl-ensure-rel!` calls.
+(define
+  dl-summary
+  (fn
+    (db)
+    (let
+      ((facts (get db :facts))
+        (out {})
+        (rule-heads (list)))
+      (do
+        (for-each
+          (fn
+            (rule)
+            (let ((h (dl-rel-name (get rule :head))))
+              (when
+                (and (not (nil? h)) (not (dl-member-string? h rule-heads)))
+                (append! rule-heads h))))
+          (dl-rules db))
+        (for-each
+          (fn
+            (k)
+            (let ((c (len (get facts k))))
+              (when
+                (or (> c 0) (dl-member-string? k rule-heads))
+                (dict-set! out k c))))
+          (keys facts))
+        ;; Add rule heads that have no facts (yet).
+        (for-each
+          (fn
+            (k)
+            (when (not (has-key? out k)) (dict-set! out k 0)))
+          rule-heads)
+        out))))

lib/datalog/demo.sx

@@ -0,0 +1,143 @@
+;; lib/datalog/demo.sx — example programs over rose-ash-shaped data.
+;;
+;; Phase 10 prototypes Datalog as a rose-ash query language. Wiring
+;; the EDB to actual PostgreSQL is out of scope for this loop (it
+;; would touch service code outside lib/datalog/), but the programs
+;; below show the shape of queries we want, and the test suite runs
+;; them against synthetic in-memory tuples loaded via dl-program-data.
+;;
+;; Six thematic demos:
+;;
+;;   1. Federation — follow graph, transitive reach, mutuals, FOAF.
+;;   2. Content    — posts, tags, likes, popularity, "for you" feed.
+;;   3. Permissions — group membership and resource access.
+;;   4. Cooking-posts — canonical "posts about cooking by people I
+;;                      follow (transitively)" multi-domain query.
+;;   5. Tag co-occurrence — distinct (T1, T2) pairs with counts.
+;;   6. Shortest path  — weighted-DAG path enumeration + min agg.
+
+;; ── Demo 1: federation follow graph ─────────────────────────────
+;; EDB: (follows ACTOR-A ACTOR-B) — A follows B.
+;; IDB:
+;;   (mutual A B)            — A follows B and B follows A
+;;   (reachable A B)         — transitive follow closure
+;;   (foaf A C)              — friend of a friend (mutual filter)
+(define
+  dl-demo-federation-rules
+  (quote
+    ((mutual A B <- (follows A B) (follows B A))
+     (reachable A B <- (follows A B))
+     (reachable A C <- (follows A B) (reachable B C))
+     (foaf A C <- (follows A B) (follows B C) (!= A C)))))
+
+;; ── Demo 2: content recommendation ──────────────────────────────
+;; EDB:
+;;   (authored ACTOR POST)
+;;   (tagged POST TAG)
+;;   (liked ACTOR POST)
+;; IDB:
+;;   (post-likes POST N)            — count of likes per post
+;;   (popular POST)                 — posts with >= 3 likes
+;;   (tagged-by-mutual ACTOR POST)  — post tagged TOPIC by someone
+;;                                    A's mutuals follow.
+(define
+  dl-demo-content-rules
+  (quote
+    ((post-likes P N <- (authored Author P) (count N L (liked L P)))
+     (popular P <- (authored Author P) (post-likes P N) (>= N 3))
+     (interesting Me P
+       <-
+       (follows Me Buddy)
+       (authored Buddy P)
+       (popular P)))))
+
+;; ── Demo 3: role-based permissions ──────────────────────────────
+;; EDB:
+;;   (member ACTOR GROUP)
+;;   (subgroup CHILD PARENT)
+;;   (allowed GROUP RESOURCE)
+;; IDB:
+;;   (in-group ACTOR GROUP)         — direct or via subgroup chain
+;;   (can-access ACTOR RESOURCE)    — actor inherits group permission
+(define
+  dl-demo-perm-rules
+  (quote
+    ((in-group A G <- (member A G))
+     (in-group A G <- (member A H) (subgroup-trans H G))
+     (subgroup-trans X Y <- (subgroup X Y))
+     (subgroup-trans X Z <- (subgroup X Y) (subgroup-trans Y Z))
+     (can-access A R <- (in-group A G) (allowed G R)))))
+
+;; ── Demo 4: cooking-posts (the canonical Phase 10 query) ────────
+;; "Posts about cooking by people I follow (transitively)."
+;; Combines federation (follows + transitive reach), authoring,
+;; tagging — the rose-ash multi-domain join.
+;;
+;; EDB:
+;;   (follows ACTOR-A ACTOR-B)
+;;   (authored ACTOR POST)
+;;   (tagged POST TAG)
+(define
+  dl-demo-cooking-rules
+  (quote
+    ((reach Me Them <- (follows Me Them))
+     (reach Me Them <- (follows Me X) (reach X Them))
+     (cooking-post-by-network Me P
+       <-
+       (reach Me Author)
+       (authored Author P)
+       (tagged P cooking)))))
+
+;; ── Demo 5: tag co-occurrence ───────────────────────────────────
+;; "Posts tagged with both T1 AND T2." Useful for narrowed-down
+;; recommendations like "vegetarian cooking" posts.
+;;
+;; EDB:
+;;   (tagged POST TAG)
+;; IDB:
+;;   (cotagged POST T1 T2)        — post has both T1 and T2 (T1 != T2)
+;;   (popular-pair T1 T2 N)       — count of posts cotagged (T1, T2)
+(define
+  dl-demo-tag-cooccur-rules
+  (quote
+    ((cotagged P T1 T2 <- (tagged P T1) (tagged P T2) (!= T1 T2))
+     ;; Distinct (T1, T2) pairs that occur somewhere.
+     (tag-pair T1 T2 <- (cotagged P T1 T2))
+     (tag-pair-count T1 T2 N
+       <-
+       (tag-pair T1 T2)
+       (count N P (cotagged P T1 T2))))))
+
+;; ── Demo 6: weighted-DAG shortest path ─────────────────────────
+;; "What's the cheapest way from X to Y?" Edge weights with `is`
+;; arithmetic to sum costs, then `min` aggregation to pick the
+;; shortest. Termination requires the graph to be a DAG (cycles
+;; would produce infinite distances without a bound; programs
+;; built on this should add a depth filter `(<, D, MAX)` if cycles
+;; are possible).
+;;
+;; EDB:
+;;   (edge FROM TO COST)
+;; IDB:
+;;   (path FROM TO COST)            — any path
+;;   (shortest FROM TO COST)        — minimum cost path
+(define
+  dl-demo-shortest-path-rules
+  (quote
+    ((path X Y W <- (edge X Y W))
+     (path X Z W
+       <-
+       (edge X Y W1)
+       (path Y Z W2)
+       (is W (+ W1 W2)))
+     (shortest X Y W <- (path X Y _) (min W C (path X Y C))))))
+
+;; ── Loader stub ──────────────────────────────────────────────────
+;; Wiring to PostgreSQL would replace these helpers with calls into
+;; rose-ash's internal HTTP RPC (fetch_data → /internal/data/...).
+;; The shape returned by dl-load-from-edb! is the same in either case.
+(define
+  dl-demo-make
+  (fn
+    (facts rules)
+    (dl-program-data facts rules)))

lib/datalog/eval.sx

@@ -0,0 +1,480 @@
+;; lib/datalog/eval.sx — fixpoint evaluator (naive + semi-naive).
+;;
+;; Two saturators are exposed:
+;;   `dl-saturate-naive!` — re-joins each rule against the full DB every
+;;     iteration. Reference implementation; useful for differential tests.
+;;   `dl-saturate!`       — semi-naive default. Tracks per-relation delta
+;;     sets and substitutes one positive body literal per rule with the
+;;     delta of its relation, joining the rest against the previous-
+;;     iteration DB. Same fixpoint, dramatically less work on recursive
+;;     rules.
+;;
+;; Body literal kinds:
+;;   positive (rel arg ... arg)  → match against EDB+IDB tuples
+;;   built-in (< X Y), (is X e)  → constraint via dl-eval-builtin
+;;   negation {:neg lit}         → Phase 7
+
+(define
+  dl-match-positive
+  (fn
+    (lit db subst)
+    (let
+      ((rel (dl-rel-name lit)) (results (list)))
+      (cond
+        ((nil? rel) (error (str "dl-match-positive: bad literal " lit)))
+        (else
+          (let
+            ;; If the first argument walks to a non-variable (constant
+            ;; or already-bound var), use the first-arg index for
+            ;; this relation. Otherwise scan the full tuple list.
+            ((tuples
+               (cond
+                 ((>= (len lit) 2)
+                   (let ((walked (dl-walk (nth lit 1) subst)))
+                     (cond
+                       ((dl-var? walked) (dl-rel-tuples db rel))
+                       (else (dl-index-lookup db rel walked)))))
+                 (else (dl-rel-tuples db rel)))))
+            (do
+              (for-each
+                (fn
+                  (tuple)
+                  (let
+                    ((s (dl-unify lit tuple subst)))
+                    (when (not (nil? s)) (append! results s))))
+                tuples)
+              results)))))))
+
+;; Match a positive literal against the delta set for its relation only.
+(define
+  dl-match-positive-delta
+  (fn
+    (lit delta subst)
+    (let
+      ((rel (dl-rel-name lit)) (results (list)))
+      (let
+        ((tuples (if (has-key? delta rel) (get delta rel) (list))))
+        (do
+          (for-each
+            (fn
+              (tuple)
+              (let
+                ((s (dl-unify lit tuple subst)))
+                (when (not (nil? s)) (append! results s))))
+            tuples)
+          results)))))
+
+;; Naive matcher (for dl-saturate-naive! and dl-query post-saturation).
+(define
+  dl-match-negation
+  (fn
+    (inner db subst)
+    (let
+      ((walked (dl-apply-subst inner subst))
+        (matches (dl-match-positive inner db subst)))
+      (cond
+        ((= (len matches) 0) (list subst))
+        (else (list))))))
+
+(define
+  dl-match-lit
+  (fn
+    (lit db subst)
+    (cond
+      ((and (dict? lit) (has-key? lit :neg))
+        (dl-match-negation (get lit :neg) db subst))
+      ((dl-aggregate? lit) (dl-eval-aggregate lit db subst))
+      ((dl-builtin? lit)
+        (let
+          ((s (dl-eval-builtin lit subst)))
+          (if (nil? s) (list) (list s))))
+      ((and (list? lit) (> (len lit) 0))
+        (dl-match-positive lit db subst))
+      (else (error (str "datalog: unknown body-literal shape: " lit))))))
+
+(define
+  dl-find-bindings
+  (fn (lits db subst) (dl-fb-aux lits db subst 0 (len lits))))
+
+(define
+  dl-fb-aux
+  (fn
+    (lits db subst i n)
+    (cond
+      ((nil? subst) (list))
+      ((>= i n) (list subst))
+      (else
+        (let
+          ((options (dl-match-lit (nth lits i) db subst))
+            (results (list)))
+          (do
+            (for-each
+              (fn
+                (s)
+                (for-each
+                  (fn (s2) (append! results s2))
+                  (dl-fb-aux lits db s (+ i 1) n)))
+              options)
+            results))))))
+
+;; Naive: apply each rule against full DB until no new tuples.
+(define
+  dl-apply-rule!
+  (fn
+    (db rule)
+    (let
+      ((head (get rule :head)) (body (get rule :body)) (new? false))
+      (do
+        (for-each
+          (fn
+            (s)
+            (let
+              ((derived (dl-apply-subst head s)))
+              (when (dl-add-fact! db derived) (set! new? true))))
+          (dl-find-bindings body db (dl-empty-subst)))
+        new?))))
+
+(define
+  dl-saturate-naive!
+  (fn
+    (db)
+    (let
+      ((changed true))
+      (do
+        (define
+          dl-snloop
+          (fn
+            ()
+            (when
+              changed
+              (do
+                (set! changed false)
+                (for-each
+                  (fn (r) (when (dl-apply-rule! db r) (set! changed true)))
+                  (dl-rules db))
+                (dl-snloop)))))
+        (dl-snloop)
+        db))))
+
+;; ── Semi-naive ───────────────────────────────────────────────────
+
+;; Take a snapshot dict {rel -> tuples} of every relation currently in
+;; the DB. Used as initial delta for the first iteration.
+(define
+  dl-snapshot-facts
+  (fn
+    (db)
+    (let
+      ((facts (get db :facts)) (out {}))
+      (do
+        (for-each
+          (fn (k) (dict-set! out k (dl-copy-list (get facts k))))
+          (keys facts))
+        out))))
+
+(define
+  dl-copy-list
+  (fn
+    (xs)
+    (let
+      ((out (list)))
+      (do (for-each (fn (x) (append! out x)) xs) out))))
+
+;; Does any relation in `delta` have ≥1 tuple?
+(define
+  dl-delta-empty?
+  (fn
+    (delta)
+    (let
+      ((ks (keys delta)) (any-non-empty false))
+      (do
+        (for-each
+          (fn
+            (k)
+            (when
+              (> (len (get delta k)) 0)
+              (set! any-non-empty true)))
+          ks)
+        (not any-non-empty)))))
+
+;; Find substitutions such that `lits` are all satisfied AND `delta-idx`
+;; is matched against the per-relation delta only. The other positive
+;; literals match against the snapshot DB (db.facts read at iteration
+;; start). Built-ins and negations behave as in `dl-match-lit`.
+(define
+  dl-find-bindings-semi
+  (fn
+    (lits db delta delta-idx subst)
+    (dl-fbs-aux lits db delta delta-idx 0 subst)))
+
+(define
+  dl-fbs-aux
+  (fn
+    (lits db delta delta-idx i subst)
+    (cond
+      ((nil? subst) (list))
+      ((>= i (len lits)) (list subst))
+      (else
+        (let
+          ((lit (nth lits i))
+            (options
+              (cond
+                ((and (dict? lit) (has-key? lit :neg))
+                  (dl-match-negation (get lit :neg) db subst))
+                ((dl-aggregate? lit) (dl-eval-aggregate lit db subst))
+                ((dl-builtin? lit)
+                  (let
+                    ((s (dl-eval-builtin lit subst)))
+                    (if (nil? s) (list) (list s))))
+                ((and (list? lit) (> (len lit) 0))
+                  (if
+                    (= i delta-idx)
+                    (dl-match-positive-delta lit delta subst)
+                    (dl-match-positive lit db subst)))
+                (else (error (str "datalog: unknown body-lit: " lit)))))
+            (results (list)))
+          (do
+            (for-each
+              (fn
+                (s)
+                (for-each
+                  (fn (s2) (append! results s2))
+                  (dl-fbs-aux lits db delta delta-idx (+ i 1) s)))
+              options)
+            results))))))
+
+;; Collect candidate head tuples from a rule using delta. Walks every
+;; positive body position and unions the resulting heads. For rules
+;; with no positive body literal, falls back to a naive single-pass
+;; (so static facts like `(p X) :- (= X 5).` derive on iteration 1).
+(define
+  dl-collect-rule-candidates
+  (fn
+    (rule db delta)
+    (let
+      ((head (get rule :head))
+        (body (get rule :body))
+        (out (list))
+        (saw-pos false))
+      (do
+        (define
+          dl-cri
+          (fn
+            (i)
+            (when
+              (< i (len body))
+              (do
+                (let
+                  ((lit (nth body i)))
+                  (when
+                    (dl-positive-lit? lit)
+                    (do
+                      (set! saw-pos true)
+                      (for-each
+                        (fn (s) (append! out (dl-apply-subst head s)))
+                        (dl-find-bindings-semi
+                          body
+                          db
+                          delta
+                          i
+                          (dl-empty-subst))))))
+                (dl-cri (+ i 1))))))
+        (dl-cri 0)
+        (when
+          (not saw-pos)
+          (for-each
+            (fn (s) (append! out (dl-apply-subst head s)))
+            (dl-find-bindings body db (dl-empty-subst))))
+        out))))
+
+;; Add a list of candidate tuples to db; collect newly-added ones into
+;; the new-delta dict (keyed by relation name).
+(define
+  dl-commit-candidates!
+  (fn
+    (db candidates new-delta)
+    (for-each
+      (fn
+        (lit)
+        (when
+          (dl-add-fact! db lit)
+          (let
+            ((rel (dl-rel-name lit)))
+            (do
+              (when
+                (not (has-key? new-delta rel))
+                (dict-set! new-delta rel (list)))
+              (append! (get new-delta rel) lit)))))
+      candidates)))
+
+(define
+  dl-saturate-rules!
+  (fn
+    (db rules)
+    (let
+      ((delta (dl-snapshot-facts db)))
+      (do
+        (define
+          dl-sr-step
+          (fn
+            ()
+            (let
+              ((pending (list)) (new-delta {}))
+              (do
+                (for-each
+                  (fn
+                    (rule)
+                    (for-each
+                      (fn (cand) (append! pending cand))
+                      (dl-collect-rule-candidates rule db delta)))
+                  rules)
+                (dl-commit-candidates! db pending new-delta)
+                (cond
+                  ((dl-delta-empty? new-delta) nil)
+                  (else (do (set! delta new-delta) (dl-sr-step))))))))
+        (dl-sr-step)
+        db))))
+
+;; Stratified driver: rejects non-stratifiable programs at saturation
+;; time, then iterates strata in increasing order, running semi-naive on
+;; the rules whose head sits in that stratum.
+(define
+  dl-saturate!
+  (fn
+    (db)
+    (let
+      ((err (dl-check-stratifiable db)))
+      (cond
+        ((not (nil? err)) (error (str "dl-saturate!: " err)))
+        (else
+          (let
+            ((strata (dl-compute-strata db)))
+            (let
+              ((grouped (dl-group-rules-by-stratum db strata)))
+              (let
+                ((groups (get grouped :groups))
+                  (max-s (get grouped :max)))
+                (do
+                  (define
+                    dl-strat-loop
+                    (fn
+                      (s)
+                      (when
+                        (<= s max-s)
+                        (let
+                          ((sk (str s)))
+                          (do
+                            (when
+                              (has-key? groups sk)
+                              (dl-saturate-rules! db (get groups sk)))
+                            (dl-strat-loop (+ s 1)))))))
+                  (dl-strat-loop 0)
+                  db)))))))))
+
+;; ── Querying ─────────────────────────────────────────────────────
+
+;; Coerce a query argument to a list of body literals. A single literal
+;; like `(p X)` (positive — head is a symbol) or `{:neg ...}` becomes
+;; `((p X))`. A list of literals like `((p X) (q X))` is returned as-is.
+(define
+  dl-query-coerce
+  (fn
+    (goal)
+    (cond
+      ((and (dict? goal) (has-key? goal :neg)) (list goal))
+      ((and (list? goal) (> (len goal) 0) (symbol? (first goal)))
+        (list goal))
+      ((list? goal) goal)
+      (else (error (str "dl-query: unrecognised goal shape: " goal))))))
+
+(define
+  dl-query
+  (fn
+    (db goal)
+    (do
+      (dl-saturate! db)
+      ;; Rename anonymous '_' vars in each goal literal so multiple
+      ;; occurrences do not unify together. Keep the user-facing var
+      ;; list (taken before renaming) so projected results retain user
+      ;; names.
+      (let
+        ((goals (dl-query-coerce goal))
+          (renamer (dl-make-anon-renamer)))
+        (let
+          ((user-vars (dl-query-user-vars goals))
+            (renamed (map (fn (g) (dl-rename-anon-lit g renamer)) goals)))
+          (let
+            ((substs (dl-find-bindings renamed db (dl-empty-subst)))
+              (results (list)))
+            (do
+              (for-each
+                (fn
+                  (s)
+                  (let
+                    ((proj (dl-project-subst s user-vars)))
+                    (when
+                      (not (dl-tuple-member? proj results))
+                      (append! results proj))))
+                substs)
+              results)))))))
+
+(define
+  dl-query-user-vars
+  (fn
+    (goals)
+    (let ((seen (list)))
+      (do
+        (for-each
+          (fn
+            (g)
+            (cond
+              ((and (dict? g) (has-key? g :neg))
+                (for-each
+                  (fn
+                    (v)
+                    (when
+                      (and (not (= v "_")) (not (dl-member-string? v seen)))
+                      (append! seen v)))
+                  (dl-vars-of (get g :neg))))
+              ((dl-aggregate? g)
+                ;; Only the result var (first arg of the aggregate
+                ;; literal) is user-facing. The aggregated var and
+                ;; any vars in the inner goal are internal.
+                (let ((r (nth g 1)))
+                  (when
+                    (dl-var? r)
+                    (let ((rn (symbol->string r)))
+                      (when
+                        (and (not (= rn "_"))
+                             (not (dl-member-string? rn seen)))
+                        (append! seen rn))))))
+              (else
+                (for-each
+                  (fn
+                    (v)
+                    (when
+                      (and (not (= v "_")) (not (dl-member-string? v seen)))
+                      (append! seen v)))
+                  (dl-vars-of g)))))
+          goals)
+        seen))))
+
+(define
+  dl-project-subst
+  (fn
+    (subst names)
+    (let
+      ((out {}))
+      (do
+        (for-each
+          (fn
+            (n)
+            (let
+              ((sym (string->symbol n)))
+              (let
+                ((v (dl-walk sym subst)))
+                (dict-set! out n (dl-apply-subst v subst)))))
+          names)
+        out))))
+
+(define dl-relation (fn (db name) (dl-rel-tuples db name)))

lib/datalog/magic.sx

@@ -0,0 +1,403 @@
+;; lib/datalog/magic.sx — adornment analysis + sideways info passing.
+;;
+;; First step of the magic-sets transformation (Phase 6). Right now
+;; the saturator does not consume these — they are introspection
+;; helpers that future magic-set rewriting will build on top of.
+;;
+;; Definitions:
+;;   - An *adornment* of an n-ary literal is an n-character string
+;;     of "b" (bound — value already known at the call site) and
+;;     "f" (free — to be derived).
+;;   - SIPS (Sideways Information Passing Strategy) walks the body
+;;     of an adorned rule left-to-right tracking which variables
+;;     have been bound so far, computing each body literal's
+;;     adornment in turn.
+;;
+;; Usage:
+;;
+;;   (dl-adorn-goal '(ancestor tom X))
+;;     => "bf"
+;;
+;;   (dl-rule-sips
+;;     {:head (ancestor X Z)
+;;      :body ((parent X Y) (ancestor Y Z))}
+;;     "bf")
+;;   => ({:lit (parent X Y) :adornment "bf"}
+;;       {:lit (ancestor Y Z) :adornment "bf"})
+
+;; Per-arg adornment under the current bound-var name set.
+(define
+  dl-adorn-arg
+  (fn
+    (arg bound)
+    (cond
+      ((dl-var? arg)
+        (if (dl-member-string? (symbol->string arg) bound) "b" "f"))
+      (else "b"))))
+
+;; Adornment for the args of a literal (after the relation name).
+(define
+  dl-adorn-args
+  (fn
+    (args bound)
+    (cond
+      ((= (len args) 0) "")
+      (else
+        (str
+          (dl-adorn-arg (first args) bound)
+          (dl-adorn-args (rest args) bound))))))
+
+;; Adornment of a top-level goal under the empty bound-var set.
+(define
+  dl-adorn-goal
+  (fn (goal) (dl-adorn-args (rest goal) (list))))
+
+;; Adornment of a literal under an explicit bound set.
+(define
+  dl-adorn-lit
+  (fn (lit bound) (dl-adorn-args (rest lit) bound)))
+
+;; The set of variable names made bound by walking a positive
+;; literal whose adornment is known. Free positions add their
+;; vars to the bound set.
+(define
+  dl-vars-bound-by-lit
+  (fn
+    (lit bound)
+    (let ((args (rest lit)) (out (list)))
+      (do
+        (for-each
+          (fn (a)
+            (when
+              (and (dl-var? a)
+                   (not (dl-member-string? (symbol->string a) bound))
+                   (not (dl-member-string? (symbol->string a) out)))
+              (append! out (symbol->string a))))
+          args)
+        out))))
+
+;; Walk the rule body left-to-right tracking bound vars seeded by the
+;; head adornment. Returns a list of {:lit :adornment} entries.
+;;
+;; Negation, comparison, and built-ins are passed through with their
+;; adornment computed from the current bound set; they don't add new
+;; bindings (except `is`, which binds its left arg if a var). Aggregates
+;; are treated like is — the result var becomes bound.
+(define
+  dl-init-head-bound
+  (fn
+    (head adornment)
+    (let ((args (rest head)) (out (list)))
+      (do
+        (define
+          dl-ihb-loop
+          (fn
+            (i)
+            (when
+              (< i (len args))
+              (do
+                (let
+                  ((c (slice adornment i (+ i 1)))
+                    (a (nth args i)))
+                  (when
+                    (and (= c "b") (dl-var? a))
+                    (let ((n (symbol->string a)))
+                      (when
+                        (not (dl-member-string? n out))
+                        (append! out n)))))
+                (dl-ihb-loop (+ i 1))))))
+        (dl-ihb-loop 0)
+        out))))
+
+(define
+  dl-rule-sips
+  (fn
+    (rule head-adornment)
+    (let
+      ((bound (dl-init-head-bound (get rule :head) head-adornment))
+        (out (list)))
+      (do
+        (for-each
+          (fn
+            (lit)
+            (cond
+              ((and (dict? lit) (has-key? lit :neg))
+                (let ((target (get lit :neg)))
+                  (append!
+                    out
+                    {:lit lit :adornment (dl-adorn-lit target bound)})))
+              ((dl-builtin? lit)
+                (let ((adn (dl-adorn-lit lit bound)))
+                  (do
+                    (append! out {:lit lit :adornment adn})
+                    ;; `is` binds its left arg (if var) once RHS is ground.
+                    (when
+                      (and (= (dl-rel-name lit) "is") (dl-var? (nth lit 1)))
+                      (let ((n (symbol->string (nth lit 1))))
+                        (when
+                          (not (dl-member-string? n bound))
+                          (append! bound n)))))))
+              ((and (list? lit) (dl-aggregate? lit))
+                (let ((adn (dl-adorn-lit lit bound)))
+                  (do
+                    (append! out {:lit lit :adornment adn})
+                    ;; Result var (first arg) becomes bound.
+                    (when (dl-var? (nth lit 1))
+                      (let ((n (symbol->string (nth lit 1))))
+                        (when
+                          (not (dl-member-string? n bound))
+                          (append! bound n)))))))
+              ((and (list? lit) (> (len lit) 0))
+                (let ((adn (dl-adorn-lit lit bound)))
+                  (do
+                    (append! out {:lit lit :adornment adn})
+                    (for-each
+                      (fn (n)
+                        (when (not (dl-member-string? n bound))
+                          (append! bound n)))
+                      (dl-vars-bound-by-lit lit bound)))))))
+          (get rule :body))
+        out))))
+
+;; ── Magic predicate naming + bound-args extraction ─────────────
+;; These are building blocks for the magic-sets *transformation*
+;; itself. The transformation (which generates rewritten rules
+;; with magic_<rel>^<adornment> filters) is future work — for now
+;; these helpers can be used to inspect what such a transformation
+;; would produce.
+
+;; "magic_p^bf" given relation "p" and adornment "bf".
+(define
+  dl-magic-rel-name
+  (fn (rel adornment) (str "magic_" rel "^" adornment)))
+
+;; A magic predicate literal:
+;;   (magic_<rel>^<adornment> arg1 arg2 ...)
+(define
+  dl-magic-lit
+  (fn
+    (rel adornment bound-args)
+    (cons (string->symbol (dl-magic-rel-name rel adornment)) bound-args)))
+
+;; Extract bound args (those at "b" positions in `adornment`) from a
+;; literal `(rel arg1 arg2 ... argN)`. Returns the list of arg values.
+(define
+  dl-bound-args
+  (fn
+    (lit adornment)
+    (let ((args (rest lit)) (out (list)))
+      (do
+        (define
+          dl-ba-loop
+          (fn
+            (i)
+            (when
+              (< i (len args))
+              (do
+                (when
+                  (= (slice adornment i (+ i 1)) "b")
+                  (append! out (nth args i)))
+                (dl-ba-loop (+ i 1))))))
+        (dl-ba-loop 0)
+        out))))
+
+;; ── Magic-sets rewriter ─────────────────────────────────────────
+;;
+;; Given the original rule list and a query (rel, adornment) pair,
+;; generates the magic-rewritten program: a list of rules that
+;; (a) gate each original rule with a `magic_<rel>^<adn>` filter and
+;; (b) propagate the magic relation through SIPS so that only
+;; query-relevant tuples are derived. Seed facts are returned
+;; separately and must be added to the db at evaluation time.
+;;
+;; Output: {:rules <rewritten-rules> :seed <magic-seed-literal>}
+;;
+;; The rewriter only rewrites IDB rules; EDB facts pass through.
+;; Built-in predicates and negation in body literals are kept in
+;; place but do not generate propagation rules of their own.
+
+(define
+  dl-magic-pair-key
+  (fn (rel adornment) (str rel "^" adornment)))
+
+(define
+  dl-magic-rewrite
+  (fn
+    (rules query-rel query-adornment query-args)
+    (let
+      ((seen (list))
+        (queue (list))
+        (out (list)))
+      (do
+        (define
+          dl-mq-mark!
+          (fn
+            (rel adornment)
+            (let ((k (dl-magic-pair-key rel adornment)))
+              (when
+                (not (dl-member-string? k seen))
+                (do
+                  (append! seen k)
+                  (append! queue {:rel rel :adn adornment}))))))
+
+        (define
+          dl-mq-rewrite-rule!
+          (fn
+            (rule adn)
+            (let
+              ((head (get rule :head))
+                (body (get rule :body))
+                (sips (dl-rule-sips rule adn)))
+              (let
+                ((magic-filter
+                   (dl-magic-lit
+                     (dl-rel-name head)
+                     adn
+                     (dl-bound-args head adn))))
+                (do
+                  ;; Adorned rule: head :- magic-filter, body...
+                  (let ((new-body (list)))
+                    (do
+                      (append! new-body magic-filter)
+                      (for-each
+                        (fn (lit) (append! new-body lit))
+                        body)
+                      (append! out {:head head :body new-body})))
+                  ;; Propagation rules for each positive non-builtin
+                  ;; body literal at position i.
+                  (define
+                    dl-mq-prop-loop
+                    (fn
+                      (i)
+                      (when
+                        (< i (len body))
+                        (do
+                          (let
+                            ((lit (nth body i))
+                              (sip-entry (nth sips i)))
+                            (when
+                              (and (list? lit)
+                                   (> (len lit) 0)
+                                   (not (and (dict? lit) (has-key? lit :neg)))
+                                   (not (dl-builtin? lit))
+                                   (not (dl-aggregate? lit)))
+                              (let
+                                ((lit-adn (get sip-entry :adornment))
+                                  (lit-rel (dl-rel-name lit)))
+                                (let
+                                  ((prop-head
+                                     (dl-magic-lit
+                                       lit-rel
+                                       lit-adn
+                                       (dl-bound-args lit lit-adn))))
+                                  (let ((prop-body (list)))
+                                    (do
+                                      (append! prop-body magic-filter)
+                                      (define
+                                        dl-mq-prefix-loop
+                                        (fn
+                                          (j)
+                                          (when
+                                            (< j i)
+                                            (do
+                                              (append!
+                                                prop-body
+                                                (nth body j))
+                                              (dl-mq-prefix-loop (+ j 1))))))
+                                      (dl-mq-prefix-loop 0)
+                                      (append!
+                                        out
+                                        {:head prop-head :body prop-body})
+                                      (dl-mq-mark! lit-rel lit-adn)))))))
+                          (dl-mq-prop-loop (+ i 1))))))
+                  (dl-mq-prop-loop 0))))))
+
+        (dl-mq-mark! query-rel query-adornment)
+
+        (define
+          dl-mq-process
+          (fn
+            ()
+            (when
+              (> (len queue) 0)
+              (let ((item (first queue)))
+                (do
+                  (set! queue (rest queue))
+                  (let
+                    ((rel (get item :rel)) (adn (get item :adn)))
+                    (for-each
+                      (fn
+                        (rule)
+                        (when
+                          (= (dl-rel-name (get rule :head)) rel)
+                          (dl-mq-rewrite-rule! rule adn)))
+                      rules))
+                  (dl-mq-process))))))
+        (dl-mq-process)
+
+        {:rules out
+         :seed
+         (dl-magic-lit
+           query-rel
+           query-adornment
+           query-args)}))))
+
+;; ── Top-level magic-sets driver ─────────────────────────────────
+;;
+;; (dl-magic-query db query-goal) — run `query-goal` under magic-sets
+;; evaluation. Builds a fresh internal db with:
+;;   - the caller's EDB facts (relations not headed by any rule),
+;;   - the magic seed fact, and
+;;   - the rewritten rules.
+;; Saturates and queries, returning the substitution list. The
+;; caller's db is untouched.
+;;
+;; Useful primarily as a perf alternative for queries that only
+;; need a small slice of a recursive relation. Equivalent to
+;; dl-query for any single fully-stratifiable program.
+
+(define
+  dl-magic-rule-heads
+  (fn
+    (rules)
+    (let ((seen (list)))
+      (do
+        (for-each
+          (fn
+            (r)
+            (let ((h (dl-rel-name (get r :head))))
+              (when
+                (and (not (nil? h)) (not (dl-member-string? h seen)))
+                (append! seen h))))
+          rules)
+        seen))))
+
+(define
+  dl-magic-query
+  (fn
+    (db query-goal)
+    (let
+      ((query-rel (dl-rel-name query-goal))
+        (query-adn (dl-adorn-goal query-goal)))
+      (let
+        ((query-args (dl-bound-args query-goal query-adn))
+          (rules (dl-rules db)))
+        (let
+          ((rewritten (dl-magic-rewrite rules query-rel query-adn query-args))
+            (mdb (dl-make-db))
+            (rule-heads (dl-magic-rule-heads rules)))
+          (do
+            ;; Copy EDB facts (relations not headed by any caller rule).
+            (for-each
+              (fn
+                (rel)
+                (when
+                  (not (dl-member-string? rel rule-heads))
+                  (for-each
+                    (fn (t) (dl-add-fact! mdb t))
+                    (dl-rel-tuples db rel))))
+              (keys (get db :facts)))
+            ;; Seed + rewritten rules.
+            (dl-add-fact! mdb (get rewritten :seed))
+            (for-each (fn (r) (dl-add-rule! mdb r)) (get rewritten :rules))
+            (dl-query mdb query-goal)))))))

lib/datalog/parser.sx

@@ -0,0 +1,242 @@
+;; lib/datalog/parser.sx — Datalog tokens → AST
+;;
+;; Output shapes:
+;;   Literal (positive)  := (relname arg ... arg)        — SX list
+;;   Literal (negative)  := {:neg (relname arg ... arg)} — dict
+;;   Argument            := var-symbol | atom-symbol | number | string
+;;                        | (op-name arg ... arg)        — arithmetic compound
+;;   Fact                := {:head literal :body ()}
+;;   Rule                := {:head literal :body (lit ... lit)}
+;;   Query               := {:query (lit ... lit)}
+;;   Program             := list of facts / rules / queries
+;;
+;; Variables and constants are both SX symbols; the evaluator dispatches
+;; on first-char case ('A'..'Z' or '_' = variable, otherwise constant).
+;;
+;; The parser permits nested compounds in arg position to support
+;; arithmetic (e.g. (is Z (+ X Y))). Safety analysis at rule-load time
+;; rejects compounds whose head is not an arithmetic operator.
+
+(define
+  dl-pp-peek
+  (fn
+    (st)
+    (let
+      ((i (get st :idx)) (tokens (get st :tokens)))
+      (if (< i (len tokens)) (nth tokens i) {:type "eof" :value nil :pos 0}))))
+
+(define
+  dl-pp-peek2
+  (fn
+    (st)
+    (let
+      ((i (+ (get st :idx) 1)) (tokens (get st :tokens)))
+      (if (< i (len tokens)) (nth tokens i) {:type "eof" :value nil :pos 0}))))
+
+(define
+  dl-pp-advance!
+  (fn (st) (dict-set! st :idx (+ (get st :idx) 1))))
+
+(define
+  dl-pp-at?
+  (fn
+    (st type value)
+    (let
+      ((t (dl-pp-peek st)))
+      (and
+        (= (get t :type) type)
+        (or (= value nil) (= (get t :value) value))))))
+
+(define
+  dl-pp-error
+  (fn
+    (st msg)
+    (let
+      ((t (dl-pp-peek st)))
+      (error
+        (str
+          "Parse error at pos "
+          (get t :pos)
+          ": "
+          msg
+          " (got "
+          (get t :type)
+          " '"
+          (if (= (get t :value) nil) "" (get t :value))
+          "')")))))
+
+(define
+  dl-pp-expect!
+  (fn
+    (st type value)
+    (let
+      ((t (dl-pp-peek st)))
+      (if
+        (dl-pp-at? st type value)
+        (do (dl-pp-advance! st) t)
+        (dl-pp-error
+          st
+          (str "expected " type (if (= value nil) "" (str " '" value "'"))))))))
+
+;; Argument: variable, atom, number, string, or compound (relname/op + parens).
+(define
+  dl-pp-parse-arg
+  (fn
+    (st)
+    (let
+      ((t (dl-pp-peek st)))
+      (let
+        ((ty (get t :type)) (vv (get t :value)))
+        (cond
+          ((= ty "number") (do (dl-pp-advance! st) vv))
+          ((= ty "string") (do (dl-pp-advance! st) vv))
+          ((= ty "var") (do (dl-pp-advance! st) (string->symbol vv)))
+          ((or (= ty "atom") (= ty "op"))
+            (do
+              (dl-pp-advance! st)
+              (if
+                (dl-pp-at? st "punct" "(")
+                (do
+                  (dl-pp-advance! st)
+                  (let
+                    ((args (dl-pp-parse-arg-list st)))
+                    (do
+                      (dl-pp-expect! st "punct" ")")
+                      (cons (string->symbol vv) args))))
+                (string->symbol vv))))
+          (else (dl-pp-error st "expected term")))))))
+
+;; Comma-separated args inside parens.
+(define
+  dl-pp-parse-arg-list
+  (fn
+    (st)
+    (let
+      ((args (list)))
+      (do
+        (append! args (dl-pp-parse-arg st))
+        (define
+          dl-pp-arg-loop
+          (fn
+            ()
+            (when
+              (dl-pp-at? st "punct" ",")
+              (do
+                (dl-pp-advance! st)
+                (append! args (dl-pp-parse-arg st))
+                (dl-pp-arg-loop)))))
+        (dl-pp-arg-loop)
+        args))))
+
+;; A positive literal: relname (atom or op) followed by optional (args).
+(define
+  dl-pp-parse-positive
+  (fn
+    (st)
+    (let
+      ((t (dl-pp-peek st)))
+      (let
+        ((ty (get t :type)) (vv (get t :value)))
+        (if
+          (or (= ty "atom") (= ty "op"))
+          (do
+            (dl-pp-advance! st)
+            (if
+              (dl-pp-at? st "punct" "(")
+              (do
+                (dl-pp-advance! st)
+                (let
+                  ((args (dl-pp-parse-arg-list st)))
+                  (do
+                    (dl-pp-expect! st "punct" ")")
+                    (cons (string->symbol vv) args))))
+              (list (string->symbol vv))))
+          (dl-pp-error st "expected literal head"))))))
+
+;; A body literal: positive, or not(positive).
+(define
+  dl-pp-parse-body-lit
+  (fn
+    (st)
+    (let
+      ((t1 (dl-pp-peek st)) (t2 (dl-pp-peek2 st)))
+      (if
+        (and
+          (= (get t1 :type) "atom")
+          (= (get t1 :value) "not")
+          (= (get t2 :type) "punct")
+          (= (get t2 :value) "("))
+        (do
+          (dl-pp-advance! st)
+          (dl-pp-advance! st)
+          (let
+            ((inner (dl-pp-parse-positive st)))
+            (do (dl-pp-expect! st "punct" ")") {:neg inner})))
+        (dl-pp-parse-positive st)))))
+
+;; Comma-separated body literals.
+(define
+  dl-pp-parse-body
+  (fn
+    (st)
+    (let
+      ((lits (list)))
+      (do
+        (append! lits (dl-pp-parse-body-lit st))
+        (define
+          dl-pp-body-loop
+          (fn
+            ()
+            (when
+              (dl-pp-at? st "punct" ",")
+              (do
+                (dl-pp-advance! st)
+                (append! lits (dl-pp-parse-body-lit st))
+                (dl-pp-body-loop)))))
+        (dl-pp-body-loop)
+        lits))))
+
+;; Single clause: fact, rule, or query. Consumes trailing dot.
+(define
+  dl-pp-parse-clause
+  (fn
+    (st)
+    (cond
+      ((dl-pp-at? st "op" "?-")
+        (do
+          (dl-pp-advance! st)
+          (let
+            ((body (dl-pp-parse-body st)))
+            (do (dl-pp-expect! st "punct" ".") {:query body}))))
+      (else
+        (let
+          ((head (dl-pp-parse-positive st)))
+          (cond
+            ((dl-pp-at? st "op" ":-")
+              (do
+                (dl-pp-advance! st)
+                (let
+                  ((body (dl-pp-parse-body st)))
+                  (do (dl-pp-expect! st "punct" ".") {:body body :head head}))))
+            (else (do (dl-pp-expect! st "punct" ".") {:body (list) :head head}))))))))
+
+(define
+  dl-parse-program
+  (fn
+    (tokens)
+    (let
+      ((st {:tokens tokens :idx 0}) (clauses (list)))
+      (do
+        (define
+          dl-pp-prog-loop
+          (fn
+            ()
+            (when
+              (not (dl-pp-at? st "eof" nil))
+              (do
+                (append! clauses (dl-pp-parse-clause st))
+                (dl-pp-prog-loop)))))
+        (dl-pp-prog-loop)
+        clauses))))
+
+(define dl-parse (fn (src) (dl-parse-program (dl-tokenize src))))

lib/datalog/scoreboard.json

@@ -0,0 +1,20 @@
+{
+  "lang": "datalog",
+  "total_passed": 209,
+  "total_failed": 0,
+  "total": 209,
+  "suites": [
+    {"name":"tokenize","passed":26,"failed":0,"total":26},
+    {"name":"parse","passed":18,"failed":0,"total":18},
+    {"name":"unify","passed":28,"failed":0,"total":28},
+    {"name":"eval","passed":25,"failed":0,"total":25},
+    {"name":"builtins","passed":19,"failed":0,"total":19},
+    {"name":"semi_naive","passed":8,"failed":0,"total":8},
+    {"name":"negation","passed":10,"failed":0,"total":10},
+    {"name":"aggregates","passed":18,"failed":0,"total":18},
+    {"name":"api","passed":17,"failed":0,"total":17},
+    {"name":"magic","passed":22,"failed":0,"total":22},
+    {"name":"demo","passed":18,"failed":0,"total":18}
+  ],
+  "generated": "2026-05-08T10:13:00+00:00"
+}

lib/datalog/scoreboard.md

@@ -0,0 +1,17 @@
+# datalog scoreboard
+
+**209 / 209 passing** (0 failure(s)).
+
+| Suite | Passed | Total | Status |
+|-------|--------|-------|--------|
+| tokenize | 26 | 26 | ok |
+| parse | 18 | 18 | ok |
+| unify | 28 | 28 | ok |
+| eval | 25 | 25 | ok |
+| builtins | 19 | 19 | ok |
+| semi_naive | 8 | 8 | ok |
+| negation | 10 | 10 | ok |
+| aggregates | 18 | 18 | ok |
+| api | 17 | 17 | ok |
+| magic | 22 | 22 | ok |
+| demo | 18 | 18 | ok |

lib/datalog/strata.sx

@@ -0,0 +1,323 @@
+;; lib/datalog/strata.sx — dependency graph, SCC analysis, stratum assignment.
+;;
+;; A program is stratifiable iff no cycle in its dependency graph passes
+;; through a negative edge. The stratum of relation R is the depth at which
+;; R can first be evaluated:
+;;
+;;   stratum(R) = max over edges (R → S) of:
+;;       stratum(S)         if the edge is positive
+;;       stratum(S) + 1     if the edge is negative
+;;
+;; All relations in the same SCC share a stratum (and the SCC must have only
+;; positive internal edges, else the program is non-stratifiable).
+
+;; Build dep graph: dict {head-rel-name -> ({:rel str :neg bool} ...)}.
+(define
+  dl-build-dep-graph
+  (fn
+    (db)
+    (let ((g {}))
+      (do
+        (for-each
+          (fn
+            (rule)
+            (let
+              ((head-rel (dl-rel-name (get rule :head))))
+              (when
+                (not (nil? head-rel))
+                (do
+                  (when
+                    (not (has-key? g head-rel))
+                    (dict-set! g head-rel (list)))
+                  (let ((existing (get g head-rel)))
+                    (for-each
+                      (fn
+                        (lit)
+                        (cond
+                          ((dl-aggregate? lit)
+                            (let
+                              ((edge (dl-aggregate-dep-edge lit)))
+                              (when
+                                (not (nil? edge))
+                                (append! existing edge))))
+                          (else
+                            (let
+                              ((target
+                                 (cond
+                                   ((and (dict? lit) (has-key? lit :neg))
+                                     (dl-rel-name (get lit :neg)))
+                                   ((dl-builtin? lit) nil)
+                                   ((and (list? lit) (> (len lit) 0))
+                                     (dl-rel-name lit))
+                                   (else nil)))
+                                (neg?
+                                  (and (dict? lit) (has-key? lit :neg))))
+                              (when
+                                (not (nil? target))
+                                (append!
+                                  existing
+                                  {:rel target :neg neg?}))))))
+                      (get rule :body)))))))
+          (dl-rules db))
+        g))))
+
+;; All relations referenced — heads of rules + EDB names + body relations.
+(define
+  dl-all-relations
+  (fn
+    (db)
+    (let ((seen (list)))
+      (do
+        (for-each
+          (fn
+            (k)
+            (when (not (dl-member-string? k seen)) (append! seen k)))
+          (keys (get db :facts)))
+        (for-each
+          (fn
+            (rule)
+            (do
+              (let ((h (dl-rel-name (get rule :head))))
+                (when
+                  (and (not (nil? h)) (not (dl-member-string? h seen)))
+                  (append! seen h)))
+              (for-each
+                (fn
+                  (lit)
+                  (let
+                    ((t
+                       (cond
+                         ((dl-aggregate? lit)
+                           (let ((edge (dl-aggregate-dep-edge lit)))
+                             (if (nil? edge) nil (get edge :rel))))
+                         ((and (dict? lit) (has-key? lit :neg))
+                           (dl-rel-name (get lit :neg)))
+                         ((dl-builtin? lit) nil)
+                         ((and (list? lit) (> (len lit) 0))
+                           (dl-rel-name lit))
+                         (else nil))))
+                    (when
+                      (and (not (nil? t)) (not (dl-member-string? t seen)))
+                      (append! seen t))))
+                (get rule :body))))
+          (dl-rules db))
+        seen))))
+
+;; reach: dict {from: dict {to: edge-info}} where edge-info is
+;;   {:any bool :neg bool}
+;; meaning "any path from `from` to `to`" and "exists a negative-passing
+;; path from `from` to `to`".
+;;
+;; Floyd-Warshall over the dep graph. The 'neg' flag propagates through
+;; concatenation: if any edge along the path is negative, the path's
+;; flag is true.
+(define
+  dl-build-reach
+  (fn
+    (graph nodes)
+    (let ((reach {}))
+      (do
+        (for-each
+          (fn (n) (dict-set! reach n {}))
+          nodes)
+        (for-each
+          (fn
+            (head)
+            (when
+              (has-key? graph head)
+              (for-each
+                (fn
+                  (edge)
+                  (let
+                    ((target (get edge :rel)) (n (get edge :neg)))
+                    (let ((row (get reach head)))
+                      (cond
+                        ((has-key? row target)
+                          (let ((cur (get row target)))
+                            (dict-set!
+                              row
+                              target
+                              {:any true :neg (or n (get cur :neg))})))
+                        (else
+                          (dict-set! row target {:any true :neg n}))))))
+                (get graph head))))
+          nodes)
+        (for-each
+          (fn
+            (k)
+            (for-each
+              (fn
+                (i)
+                (let ((row-i (get reach i)))
+                  (when
+                    (has-key? row-i k)
+                    (let ((ik (get row-i k)) (row-k (get reach k)))
+                      (for-each
+                        (fn
+                          (j)
+                          (when
+                            (has-key? row-k j)
+                            (let ((kj (get row-k j)))
+                              (let
+                                ((combined-neg (or (get ik :neg) (get kj :neg))))
+                                (cond
+                                  ((has-key? row-i j)
+                                    (let ((cur (get row-i j)))
+                                      (dict-set!
+                                        row-i
+                                        j
+                                        {:any true
+                                         :neg (or combined-neg (get cur :neg))})))
+                                  (else
+                                    (dict-set!
+                                      row-i
+                                      j
+                                      {:any true :neg combined-neg})))))))
+                        nodes)))))
+              nodes))
+          nodes)
+        reach))))
+
+;; Returns nil on success, or error message string on failure.
+(define
+  dl-check-stratifiable
+  (fn
+    (db)
+    (let
+      ((graph (dl-build-dep-graph db))
+        (nodes (dl-all-relations db)))
+      (let ((reach (dl-build-reach graph nodes)) (err nil))
+        (do
+          (for-each
+            (fn
+              (rule)
+              (when
+                (nil? err)
+                (let ((head-rel (dl-rel-name (get rule :head))))
+                  (for-each
+                    (fn
+                      (lit)
+                      (cond
+                        ((and (dict? lit) (has-key? lit :neg))
+                          (let ((tgt (dl-rel-name (get lit :neg))))
+                            (when
+                              (and (not (nil? tgt))
+                                   (dl-reach-cycle? reach head-rel tgt))
+                              (set!
+                                err
+                                (str "non-stratifiable: relation " head-rel
+                                     " transitively depends through negation on "
+                                     tgt
+                                     " which depends back on " head-rel)))))
+                        ((dl-aggregate? lit)
+                          (let ((edge (dl-aggregate-dep-edge lit)))
+                            (when
+                              (not (nil? edge))
+                              (let ((tgt (get edge :rel)))
+                                (when
+                                  (and (not (nil? tgt))
+                                       (dl-reach-cycle? reach head-rel tgt))
+                                  (set!
+                                    err
+                                    (str "non-stratifiable: relation "
+                                         head-rel
+                                         " aggregates over " tgt
+                                         " which depends back on "
+                                         head-rel))))))))) 
+                    (get rule :body)))))
+            (dl-rules db))
+          err)))))
+
+(define
+  dl-reach-cycle?
+  (fn
+    (reach a b)
+    (and
+      (dl-reach-row-has? reach b a)
+      (dl-reach-row-has? reach a b))))
+
+(define
+  dl-reach-row-has?
+  (fn
+    (reach from to)
+    (let ((row (get reach from)))
+      (and (not (nil? row)) (has-key? row to)))))
+
+;; Compute stratum per relation. Iteratively propagate from EDB roots.
+;; Uses the per-relation max-stratum-of-deps formula. Stops when stable.
+(define
+  dl-compute-strata
+  (fn
+    (db)
+    (let
+      ((graph (dl-build-dep-graph db))
+        (nodes (dl-all-relations db))
+        (strata {}))
+      (do
+        (for-each (fn (n) (dict-set! strata n 0)) nodes)
+        (let ((changed true))
+          (do
+            (define
+              dl-cs-loop
+              (fn
+                ()
+                (when
+                  changed
+                  (do
+                    (set! changed false)
+                    (for-each
+                      (fn
+                        (head)
+                        (when
+                          (has-key? graph head)
+                          (for-each
+                            (fn
+                              (edge)
+                              (let
+                                ((tgt (get edge :rel))
+                                  (n (get edge :neg)))
+                                (let
+                                  ((tgt-strat
+                                     (if (has-key? strata tgt)
+                                       (get strata tgt) 0))
+                                    (cur (get strata head)))
+                                  (let
+                                    ((needed
+                                       (if n (+ tgt-strat 1) tgt-strat)))
+                                    (when
+                                      (> needed cur)
+                                      (do
+                                        (dict-set! strata head needed)
+                                        (set! changed true)))))))
+                            (get graph head))))
+                      nodes)
+                    (dl-cs-loop)))))
+            (dl-cs-loop)))
+        strata))))
+
+;; Group rules by their head's stratum. Returns dict {stratum-int -> rules}.
+(define
+  dl-group-rules-by-stratum
+  (fn
+    (db strata)
+    (let ((groups {}) (max-s 0))
+      (do
+        (for-each
+          (fn
+            (rule)
+            (let
+              ((head-rel (dl-rel-name (get rule :head))))
+              (let
+                ((s (if (has-key? strata head-rel)
+                       (get strata head-rel) 0)))
+                (do
+                  (when (> s max-s) (set! max-s s))
+                  (let
+                    ((sk (str s)))
+                    (do
+                      (when
+                        (not (has-key? groups sk))
+                        (dict-set! groups sk (list)))
+                      (append! (get groups sk) rule)))))))
+          (dl-rules db))
+        {:groups groups :max max-s}))))

lib/datalog/tests/aggregates.sx

@@ -0,0 +1,298 @@
+;; lib/datalog/tests/aggregates.sx — count / sum / min / max.
+
+(define dl-at-pass 0)
+(define dl-at-fail 0)
+(define dl-at-failures (list))
+
+(define
+  dl-at-deep=?
+  (fn
+    (a b)
+    (cond
+      ((and (list? a) (list? b))
+        (and (= (len a) (len b)) (dl-at-deq-l? a b 0)))
+      ((and (dict? a) (dict? b))
+        (let ((ka (keys a)) (kb (keys b)))
+          (and (= (len ka) (len kb)) (dl-at-deq-d? a b ka 0))))
+      ((and (number? a) (number? b)) (= a b))
+      (else (equal? a b)))))
+
+(define
+  dl-at-deq-l?
+  (fn
+    (a b i)
+    (cond
+      ((>= i (len a)) true)
+      ((not (dl-at-deep=? (nth a i) (nth b i))) false)
+      (else (dl-at-deq-l? a b (+ i 1))))))
+
+(define
+  dl-at-deq-d?
+  (fn
+    (a b ka i)
+    (cond
+      ((>= i (len ka)) true)
+      ((let ((k (nth ka i)))
+         (not (dl-at-deep=? (get a k) (get b k))))
+        false)
+      (else (dl-at-deq-d? a b ka (+ i 1))))))
+
+(define
+  dl-at-set=?
+  (fn
+    (a b)
+    (and
+      (= (len a) (len b))
+      (dl-at-subset? a b)
+      (dl-at-subset? b a))))
+
+(define
+  dl-at-subset?
+  (fn
+    (xs ys)
+    (cond
+      ((= (len xs) 0) true)
+      ((not (dl-at-contains? ys (first xs))) false)
+      (else (dl-at-subset? (rest xs) ys)))))
+
+(define
+  dl-at-contains?
+  (fn
+    (xs target)
+    (cond
+      ((= (len xs) 0) false)
+      ((dl-at-deep=? (first xs) target) true)
+      (else (dl-at-contains? (rest xs) target)))))
+
+(define
+  dl-at-test!
+  (fn
+    (name got expected)
+    (if
+      (dl-at-deep=? got expected)
+      (set! dl-at-pass (+ dl-at-pass 1))
+      (do
+        (set! dl-at-fail (+ dl-at-fail 1))
+        (append!
+          dl-at-failures
+          (str
+            name
+            "\n    expected: " expected
+            "\n    got:      " got))))))
+
+(define
+  dl-at-test-set!
+  (fn
+    (name got expected)
+    (if
+      (dl-at-set=? got expected)
+      (set! dl-at-pass (+ dl-at-pass 1))
+      (do
+        (set! dl-at-fail (+ dl-at-fail 1))
+        (append!
+          dl-at-failures
+          (str
+            name
+            "\n    expected (set): " expected
+            "\n    got:            " got))))))
+
+(define
+  dl-at-throws?
+  (fn
+    (thunk)
+    (let
+      ((threw false))
+      (do
+        (guard
+          (e (#t (set! threw true)))
+          (thunk))
+        threw))))
+
+(define
+  dl-at-run-all!
+  (fn
+    ()
+    (do
+      ;; count
+      (dl-at-test-set! "count siblings"
+        (dl-query
+          (dl-program
+            "parent(p, bob). parent(p, alice). parent(p, charlie).
+             sibling(X, Y) :- parent(P, X), parent(P, Y), !=(X, Y).
+             sib_count(N) :- count(N, S, sibling(bob, S)).")
+          (list (quote sib_count) (quote N)))
+        (list {:N 2}))
+
+      ;; sum
+      (dl-at-test-set! "sum prices"
+        (dl-query
+          (dl-program
+            "price(apple, 5). price(pear, 7). price(plum, 3).
+             total(T) :- sum(T, X, price(F, X)).")
+          (list (quote total) (quote T)))
+        (list {:T 15}))
+
+      ;; min
+      (dl-at-test-set! "min score"
+        (dl-query
+          (dl-program
+            "score(alice, 80). score(bob, 65). score(carol, 92).
+             lo(M) :- min(M, S, score(P, S)).")
+          (list (quote lo) (quote M)))
+        (list {:M 65}))
+
+      ;; max
+      (dl-at-test-set! "max score"
+        (dl-query
+          (dl-program
+            "score(alice, 80). score(bob, 65). score(carol, 92).
+             hi(M) :- max(M, S, score(P, S)).")
+          (list (quote hi) (quote M)))
+        (list {:M 92}))
+
+      ;; count over derived relation (stratification needed).
+      (dl-at-test-set! "count over derived"
+        (dl-query
+          (dl-program
+            "parent(a, b). parent(a, c). parent(b, d). parent(c, e).
+             ancestor(X, Y) :- parent(X, Y).
+             ancestor(X, Z) :- parent(X, Y), ancestor(Y, Z).
+             num_ancestors(N) :- count(N, X, ancestor(a, X)).")
+          (list (quote num_ancestors) (quote N)))
+        (list {:N 4}))
+
+      ;; count with no matches → 0.
+      (dl-at-test-set! "count empty"
+        (dl-query
+          (dl-program
+            "p(1). p(2).
+             zero(N) :- count(N, X, q(X)).")
+          (list (quote zero) (quote N)))
+        (list {:N 0}))
+
+      ;; sum with no matches → 0.
+      (dl-at-test-set! "sum empty"
+        (dl-query
+          (dl-program
+            "p(1). p(2).
+             total(T) :- sum(T, X, q(X)).")
+          (list (quote total) (quote T)))
+        (list {:T 0}))
+
+      ;; min with no matches → rule does not fire.
+      (dl-at-test-set! "min empty"
+        (dl-query
+          (dl-program
+            "p(1). p(2).
+             lo(M) :- min(M, X, q(X)).")
+          (list (quote lo) (quote M)))
+        (list))
+
+      ;; Aggregate with comparison filter on result.
+      (dl-at-test-set! "popularity threshold"
+        (dl-query
+          (dl-program
+            "post(p1). post(p2).
+             liked(u1, p1). liked(u2, p1). liked(u3, p1).
+             liked(u1, p2). liked(u2, p2).
+             popular(P) :- post(P), count(N, U, liked(U, P)), >=(N, 3).")
+          (list (quote popular) (quote P)))
+        (list {:P (quote p1)}))
+
+      ;; findall: collect distinct values into a list.
+      (dl-at-test-set! "findall over EDB"
+        (dl-query
+          (dl-program
+            "p(a). p(b). p(c).
+             all_p(L) :- findall(L, X, p(X)).")
+          (list (quote all_p) (quote L)))
+        (list {:L (list (quote a) (quote b) (quote c))}))
+
+      (dl-at-test-set! "findall over derived"
+        (dl-query
+          (dl-program
+            "parent(a, b). parent(b, c). parent(c, d).
+             ancestor(X, Y) :- parent(X, Y).
+             ancestor(X, Z) :- parent(X, Y), ancestor(Y, Z).
+             desc(L) :- findall(L, X, ancestor(a, X)).")
+          (list (quote desc) (quote L)))
+        (list {:L (list (quote b) (quote c) (quote d))}))
+
+      (dl-at-test-set! "findall empty"
+        (dl-query
+          (dl-program
+            "p(1).
+             all_q(L) :- findall(L, X, q(X)).")
+          (list (quote all_q) (quote L)))
+        (list {:L (list)}))
+
+      ;; Aggregate vs single distinct.
+      ;; Stratification: recursion through aggregation is rejected.
+      (dl-at-test! "agg recursion rejected"
+        (dl-at-throws?
+          (fn ()
+            (let ((db (dl-make-db)))
+              (do
+                (dl-add-rule! db
+                  {:head (list (quote q) (quote N))
+                   :body (list (list (quote count) (quote N) (quote X)
+                                     (list (quote q) (quote X))))})
+                (dl-saturate! db)))))
+        true)
+
+      ;; Negation + aggregation in the same body — different strata.
+      (dl-at-test-set! "neg + agg coexist"
+        (dl-query
+          (dl-program
+            "u(a). u(b). u(c). banned(b).
+             active(X) :- u(X), not(banned(X)).
+             cnt(N) :- count(N, X, active(X)).")
+          (list (quote cnt) (quote N)))
+        (list {:N 2}))
+
+      ;; Min over a derived empty relation: no result.
+      (dl-at-test-set! "min over empty derived"
+        (dl-query
+          (dl-program
+            "s(50). s(60).
+             score(N) :- s(N), >(N, 100).
+             low(M) :- min(M, X, score(X)).")
+          (list (quote low) (quote M)))
+        (list))
+
+      ;; Aggregates as the top-level query goal (regression for
+      ;; dl-match-lit aggregate dispatch and projection cleanup).
+      (dl-at-test-set! "count as query goal"
+        (dl-query
+          (dl-program "p(1). p(2). p(3). p(4).")
+          (list (quote count) (quote N) (quote X) (list (quote p) (quote X))))
+        (list {:N 4}))
+
+      (dl-at-test-set! "findall as query goal"
+        (dl-query
+          (dl-program "p(1). p(2). p(3).")
+          (list (quote findall) (quote L) (quote X)
+                (list (quote p) (quote X))))
+        (list {:L (list 1 2 3)}))
+
+      (dl-at-test-set! "distinct counted once"
+        (dl-query
+          (dl-program
+            "rated(alice, x). rated(alice, y). rated(bob, x).
+             rater_count(N) :- count(N, U, rated(U, F)).")
+          (list (quote rater_count) (quote N)))
+        (list {:N 2})))))
+
+(define
+  dl-aggregates-tests-run!
+  (fn
+    ()
+    (do
+      (set! dl-at-pass 0)
+      (set! dl-at-fail 0)
+      (set! dl-at-failures (list))
+      (dl-at-run-all!)
+      {:passed dl-at-pass
+       :failed dl-at-fail
+       :total (+ dl-at-pass dl-at-fail)
+       :failures dl-at-failures})))

lib/datalog/tests/api.sx

@@ -0,0 +1,293 @@
+;; lib/datalog/tests/api.sx — SX-data embedding API.
+
+(define dl-api-pass 0)
+(define dl-api-fail 0)
+(define dl-api-failures (list))
+
+(define
+  dl-api-deep=?
+  (fn
+    (a b)
+    (cond
+      ((and (list? a) (list? b))
+        (and (= (len a) (len b)) (dl-api-deq-l? a b 0)))
+      ((and (dict? a) (dict? b))
+        (let ((ka (keys a)) (kb (keys b)))
+          (and (= (len ka) (len kb)) (dl-api-deq-d? a b ka 0))))
+      ((and (number? a) (number? b)) (= a b))
+      (else (equal? a b)))))
+
+(define
+  dl-api-deq-l?
+  (fn
+    (a b i)
+    (cond
+      ((>= i (len a)) true)
+      ((not (dl-api-deep=? (nth a i) (nth b i))) false)
+      (else (dl-api-deq-l? a b (+ i 1))))))
+
+(define
+  dl-api-deq-d?
+  (fn
+    (a b ka i)
+    (cond
+      ((>= i (len ka)) true)
+      ((let ((k (nth ka i)))
+         (not (dl-api-deep=? (get a k) (get b k))))
+        false)
+      (else (dl-api-deq-d? a b ka (+ i 1))))))
+
+(define
+  dl-api-set=?
+  (fn
+    (a b)
+    (and
+      (= (len a) (len b))
+      (dl-api-subset? a b)
+      (dl-api-subset? b a))))
+
+(define
+  dl-api-subset?
+  (fn
+    (xs ys)
+    (cond
+      ((= (len xs) 0) true)
+      ((not (dl-api-contains? ys (first xs))) false)
+      (else (dl-api-subset? (rest xs) ys)))))
+
+(define
+  dl-api-contains?
+  (fn
+    (xs target)
+    (cond
+      ((= (len xs) 0) false)
+      ((dl-api-deep=? (first xs) target) true)
+      (else (dl-api-contains? (rest xs) target)))))
+
+(define
+  dl-api-test!
+  (fn
+    (name got expected)
+    (if
+      (dl-api-deep=? got expected)
+      (set! dl-api-pass (+ dl-api-pass 1))
+      (do
+        (set! dl-api-fail (+ dl-api-fail 1))
+        (append!
+          dl-api-failures
+          (str
+            name
+            "\n    expected: " expected
+            "\n    got:      " got))))))
+
+(define
+  dl-api-test-set!
+  (fn
+    (name got expected)
+    (if
+      (dl-api-set=? got expected)
+      (set! dl-api-pass (+ dl-api-pass 1))
+      (do
+        (set! dl-api-fail (+ dl-api-fail 1))
+        (append!
+          dl-api-failures
+          (str
+            name
+            "\n    expected (set): " expected
+            "\n    got:            " got))))))
+
+(define
+  dl-api-run-all!
+  (fn
+    ()
+    (do
+      ;; dl-program-data with arrow form.
+      (dl-api-test-set! "data API ancestor closure"
+        (dl-query
+          (dl-program-data
+            (quote ((parent tom bob) (parent bob ann) (parent ann pat)))
+            (quote
+              ((ancestor X Y <- (parent X Y))
+               (ancestor X Z <- (parent X Y) (ancestor Y Z)))))
+          (quote (ancestor tom X)))
+        (list {:X (quote bob)} {:X (quote ann)} {:X (quote pat)}))
+
+      ;; dl-program-data with dict rules.
+      (dl-api-test-set! "data API with dict rules"
+        (dl-query
+          (dl-program-data
+            (quote ((p a) (p b) (p c)))
+            (list
+              {:head (quote (q X)) :body (quote ((p X)))}))
+          (quote (q X)))
+        (list {:X (quote a)} {:X (quote b)} {:X (quote c)}))
+
+      ;; dl-rule helper.
+      (dl-api-test-set! "dl-rule constructor"
+        (dl-query
+          (dl-program-data
+            (quote ((p 1) (p 2)))
+            (list (dl-rule (quote (q X)) (quote ((p X))))))
+          (quote (q X)))
+        (list {:X 1} {:X 2}))
+
+      ;; dl-assert! adds and re-derives.
+      (dl-api-test-set! "dl-assert! incremental"
+        (let
+          ((db (dl-program-data
+                 (quote ((parent tom bob) (parent bob ann)))
+                 (quote
+                   ((ancestor X Y <- (parent X Y))
+                    (ancestor X Z <- (parent X Y) (ancestor Y Z)))))))
+          (do
+            (dl-saturate! db)
+            (dl-assert! db (quote (parent ann pat)))
+            (dl-query db (quote (ancestor tom X)))))
+        (list {:X (quote bob)} {:X (quote ann)} {:X (quote pat)}))
+
+      ;; dl-retract! removes a fact and recomputes IDB.
+      (dl-api-test-set! "dl-retract! removes derived"
+        (let
+          ((db (dl-program-data
+                 (quote ((parent tom bob) (parent bob ann) (parent ann pat)))
+                 (quote
+                   ((ancestor X Y <- (parent X Y))
+                    (ancestor X Z <- (parent X Y) (ancestor Y Z)))))))
+          (do
+            (dl-saturate! db)
+            (dl-retract! db (quote (parent bob ann)))
+            (dl-query db (quote (ancestor tom X)))))
+        (list {:X (quote bob)}))
+
+      ;; dl-program-data + dl-query with constants in head.
+      (dl-api-test-set! "constant-in-head data"
+        (dl-query
+          (dl-program-data
+            (quote ((edge a b) (edge b c) (edge c a)))
+            (quote
+              ((reach X Y <- (edge X Y))
+               (reach X Z <- (edge X Y) (reach Y Z)))))
+          (quote (reach a X)))
+        (list {:X (quote a)} {:X (quote b)} {:X (quote c)}))
+
+      ;; Assert into empty db.
+      (dl-api-test-set! "assert into empty"
+        (let
+          ((db (dl-program-data (list) (list))))
+          (do
+            (dl-assert! db (quote (p 1)))
+            (dl-assert! db (quote (p 2)))
+            (dl-query db (quote (p X)))))
+        (list {:X 1} {:X 2}))
+
+      ;; Multi-goal query: pass list of literals.
+      (dl-api-test-set! "multi-goal query"
+        (dl-query
+          (dl-program-data
+            (quote ((p 1) (p 2) (p 3) (q 2) (q 3)))
+            (list))
+          (list (quote (p X)) (quote (q X))))
+        (list {:X 2} {:X 3}))
+
+      ;; Multi-goal with comparison.
+      (dl-api-test-set! "multi-goal with comparison"
+        (dl-query
+          (dl-program-data
+            (quote ((n 1) (n 2) (n 3) (n 4) (n 5)))
+            (list))
+          (list (quote (n X)) (list (string->symbol ">") (quote X) 2)))
+        (list {:X 3} {:X 4} {:X 5}))
+
+      ;; dl-eval: single-call source + query.
+      (dl-api-test-set! "dl-eval ancestor"
+        (dl-eval
+          "parent(a, b). parent(b, c).
+           ancestor(X, Y) :- parent(X, Y).
+           ancestor(X, Z) :- parent(X, Y), ancestor(Y, Z)."
+          "?- ancestor(a, X).")
+        (list {:X (quote b)} {:X (quote c)}))
+
+      (dl-api-test-set! "dl-eval multi-goal"
+        (dl-eval
+          "p(1). p(2). p(3). q(2). q(3)."
+          "?- p(X), q(X).")
+        (list {:X 2} {:X 3}))
+
+      ;; dl-clear-idb!: wipe rule-headed relations.
+      (dl-api-test! "dl-clear-idb! wipes IDB"
+        (let
+          ((db (dl-program
+                 "parent(a, b). parent(b, c).
+                  ancestor(X, Y) :- parent(X, Y).
+                  ancestor(X, Z) :- parent(X, Y), ancestor(Y, Z).")))
+          (do
+            (dl-saturate! db)
+            (dl-clear-idb! db)
+            (len (dl-relation db "ancestor"))))
+        0)
+
+      (dl-api-test! "dl-clear-idb! preserves EDB"
+        (let
+          ((db (dl-program
+                 "parent(a, b). parent(b, c).
+                  ancestor(X, Y) :- parent(X, Y).")))
+          (do
+            (dl-saturate! db)
+            (dl-clear-idb! db)
+            (len (dl-relation db "parent"))))
+        2)
+
+      ;; dl-eval-magic — routes single-goal queries through
+      ;; magic-sets evaluation.
+      (dl-api-test-set! "dl-eval-magic ancestor"
+        (dl-eval-magic
+          "parent(a, b). parent(b, c).
+           ancestor(X, Y) :- parent(X, Y).
+           ancestor(X, Z) :- parent(X, Y), ancestor(Y, Z)."
+          "?- ancestor(a, X).")
+        (list {:X (quote b)} {:X (quote c)}))
+
+      ;; Comprehensive integration: recursion + stratified negation
+      ;; + aggregation + comparison composed in a single program.
+      ;; (Uses _Anything as a regular var instead of `_` so the
+      ;;  outer rule binds via the reach lit.)
+      (dl-api-test-set! "integration"
+        (dl-eval
+          (str
+            "edge(a, b). edge(b, c). edge(c, d). edge(a, d). "
+            "banned(c). "
+            "reach(X, Y) :- edge(X, Y). "
+            "reach(X, Z) :- edge(X, Y), reach(Y, Z). "
+            "safe(X, Y) :- reach(X, Y), not(banned(Y)). "
+            "reach_count(X, N) :- reach(X, Z), count(N, Y, safe(X, Y)). "
+            "popular(X) :- reach_count(X, N), >=(N, 2).")
+          "?- popular(X).")
+        (list {:X (quote a)}))
+
+      ;; dl-rule-from-list with no arrow → fact-style.
+      (dl-api-test-set! "no arrow → fact-like rule"
+        (let
+          ((rule (dl-rule-from-list (quote (foo X Y)))))
+          (list rule))
+        (list {:head (quote (foo X Y)) :body (list)}))
+
+      ;; dl-coerce-rule on dict passes through.
+      (dl-api-test-set! "coerce dict rule"
+        (let
+          ((d {:head (quote (h X)) :body (quote ((b X)))}))
+          (list (dl-coerce-rule d)))
+        (list {:head (quote (h X)) :body (quote ((b X)))})))))
+
+(define
+  dl-api-tests-run!
+  (fn
+    ()
+    (do
+      (set! dl-api-pass 0)
+      (set! dl-api-fail 0)
+      (set! dl-api-failures (list))
+      (dl-api-run-all!)
+      {:passed dl-api-pass
+       :failed dl-api-fail
+       :total (+ dl-api-pass dl-api-fail)
+       :failures dl-api-failures})))

lib/datalog/tests/builtins.sx

@@ -0,0 +1,228 @@
+;; lib/datalog/tests/builtins.sx — comparison + arithmetic body literals.
+
+(define dl-bt-pass 0)
+(define dl-bt-fail 0)
+(define dl-bt-failures (list))
+
+(define
+  dl-bt-deep=?
+  (fn
+    (a b)
+    (cond
+      ((and (list? a) (list? b))
+        (and (= (len a) (len b)) (dl-bt-deq-l? a b 0)))
+      ((and (dict? a) (dict? b))
+        (let
+          ((ka (keys a)) (kb (keys b)))
+          (and (= (len ka) (len kb)) (dl-bt-deq-d? a b ka 0))))
+      ((and (number? a) (number? b)) (= a b))
+      (else (equal? a b)))))
+
+(define
+  dl-bt-deq-l?
+  (fn
+    (a b i)
+    (cond
+      ((>= i (len a)) true)
+      ((not (dl-bt-deep=? (nth a i) (nth b i))) false)
+      (else (dl-bt-deq-l? a b (+ i 1))))))
+
+(define
+  dl-bt-deq-d?
+  (fn
+    (a b ka i)
+    (cond
+      ((>= i (len ka)) true)
+      ((let ((k (nth ka i))) (not (dl-bt-deep=? (get a k) (get b k))))
+        false)
+      (else (dl-bt-deq-d? a b ka (+ i 1))))))
+
+(define
+  dl-bt-set=?
+  (fn
+    (a b)
+    (and (= (len a) (len b)) (dl-bt-subset? a b) (dl-bt-subset? b a))))
+
+(define
+  dl-bt-subset?
+  (fn
+    (xs ys)
+    (cond
+      ((= (len xs) 0) true)
+      ((not (dl-bt-contains? ys (first xs))) false)
+      (else (dl-bt-subset? (rest xs) ys)))))
+
+(define
+  dl-bt-contains?
+  (fn
+    (xs target)
+    (cond
+      ((= (len xs) 0) false)
+      ((dl-bt-deep=? (first xs) target) true)
+      (else (dl-bt-contains? (rest xs) target)))))
+
+(define
+  dl-bt-test-set!
+  (fn
+    (name got expected)
+    (if
+      (dl-bt-set=? got expected)
+      (set! dl-bt-pass (+ dl-bt-pass 1))
+      (do
+        (set! dl-bt-fail (+ dl-bt-fail 1))
+        (append!
+          dl-bt-failures
+          (str
+            name
+            "\n    expected (set): "
+            expected
+            "\n    got:            "
+            got))))))
+
+(define
+  dl-bt-test!
+  (fn
+    (name got expected)
+    (if
+      (dl-bt-deep=? got expected)
+      (set! dl-bt-pass (+ dl-bt-pass 1))
+      (do
+        (set! dl-bt-fail (+ dl-bt-fail 1))
+        (append!
+          dl-bt-failures
+          (str name "\n    expected: " expected "\n    got:      " got))))))
+
+(define
+  dl-bt-throws?
+  (fn
+    (thunk)
+    (let
+      ((threw false))
+      (do (guard (e (#t (set! threw true))) (thunk)) threw))))
+
+(define
+  dl-bt-run-all!
+  (fn
+    ()
+    (do
+      (dl-bt-test-set!
+        "less than filter"
+        (dl-query
+          (dl-program
+            "age(alice, 30). age(bob, 17). age(carol, 22).\n             adult(X) :- age(X, A), >=(A, 18).")
+          (list (quote adult) (quote X)))
+        (list {:X (quote alice)} {:X (quote carol)}))
+      (dl-bt-test-set!
+        "less-equal filter"
+        (dl-query
+          (dl-program
+            "n(1). n(2). n(3). n(4). n(5).\n             small(X) :- n(X), <=(X, 3).")
+          (list (quote small) (quote X)))
+        (list {:X 1} {:X 2} {:X 3}))
+      (dl-bt-test-set!
+        "not-equal filter"
+        (dl-query
+          (dl-program
+            "p(1, 2). p(2, 2). p(3, 4).\n             diff(X, Y) :- p(X, Y), !=(X, Y).")
+          (list (quote diff) (quote X) (quote Y)))
+        (list {:X 1 :Y 2} {:X 3 :Y 4}))
+      (dl-bt-test-set!
+        "is plus"
+        (dl-query
+          (dl-program
+            "n(1). n(2). n(3).\n             succ(X, Y) :- n(X), is(Y, +(X, 1)).")
+          (list (quote succ) (quote X) (quote Y)))
+        (list {:X 1 :Y 2} {:X 2 :Y 3} {:X 3 :Y 4}))
+      (dl-bt-test-set!
+        "is multiply"
+        (dl-query
+          (dl-program
+            "n(2). n(3). n(4).\n             square(X, Y) :- n(X), is(Y, *(X, X)).")
+          (list (quote square) (quote X) (quote Y)))
+        (list {:X 2 :Y 4} {:X 3 :Y 9} {:X 4 :Y 16}))
+      (dl-bt-test-set!
+        "is nested expr"
+        (dl-query
+          (dl-program
+            "n(1). n(2). n(3).\n             f(X, Y) :- n(X), is(Y, *(+(X, 1), 2)).")
+          (list (quote f) (quote X) (quote Y)))
+        (list {:X 1 :Y 4} {:X 2 :Y 6} {:X 3 :Y 8}))
+      (dl-bt-test-set!
+        "is bound LHS — equality"
+        (dl-query
+          (dl-program
+            "n(1, 2). n(2, 5). n(3, 4).\n             succ(X, Y) :- n(X, Y), is(Y, +(X, 1)).")
+          (list (quote succ) (quote X) (quote Y)))
+        (list {:X 1 :Y 2} {:X 3 :Y 4}))
+      (dl-bt-test-set!
+        "triple via is"
+        (dl-query
+          (dl-program
+            "n(1). n(2). n(3).\n             triple(X, Y) :- n(X), is(Y, *(X, 3)).")
+          (list (quote triple) (quote X) (quote Y)))
+        (list {:X 1 :Y 3} {:X 2 :Y 6} {:X 3 :Y 9}))
+      (dl-bt-test-set!
+        "= unifies var with constant"
+        (dl-query
+          (dl-program "p(a). p(b).\n             qual(X) :- p(X), =(X, a).")
+          (list (quote qual) (quote X)))
+        (list {:X (quote a)}))
+      (dl-bt-test-set!
+        "= unifies two vars (one bound)"
+        (dl-query
+          (dl-program "p(a). p(b).\n             twin(X, Y) :- p(X), =(Y, X).")
+          (list (quote twin) (quote X) (quote Y)))
+        (list {:X (quote a) :Y (quote a)} {:X (quote b) :Y (quote b)}))
+      (dl-bt-test!
+        "big count"
+        (let
+          ((db (dl-program "n(0). n(1). n(2). n(3). n(4). n(5). n(6). n(7). n(8). n(9).\n                  big(X) :- n(X), >=(X, 5).")))
+          (do (dl-saturate! db) (len (dl-relation db "big"))))
+        5)
+      (dl-bt-test!
+        "unsafe — comparison without binder"
+        (dl-bt-throws? (fn () (dl-program "p(X) :- <(X, 5).")))
+        true)
+      (dl-bt-test!
+        "unsafe — comparison both unbound"
+        (dl-bt-throws? (fn () (dl-program "p(X, Y) :- <(X, Y), q(X).")))
+        true)
+      (dl-bt-test!
+        "unsafe — is uses unbound RHS var"
+        (dl-bt-throws?
+          (fn () (dl-program "p(X, Y) :- q(X), is(Y, +(X, Z)).")))
+        true)
+      (dl-bt-test!
+        "unsafe — is on its own"
+        (dl-bt-throws? (fn () (dl-program "p(Y) :- is(Y, +(X, 1)).")))
+        true)
+      (dl-bt-test!
+        "unsafe — = between two unbound"
+        (dl-bt-throws? (fn () (dl-program "p(X, Y) :- =(X, Y).")))
+        true)
+      (dl-bt-test!
+        "safe — is binds head var"
+        (dl-bt-throws?
+          (fn () (dl-program "n(1). p(Y) :- n(X), is(Y, +(X, 1)).")))
+        false)
+      (dl-bt-test!
+        "safe — comparison after binder"
+        (dl-bt-throws?
+          (fn () (dl-program "n(1). big(X) :- n(X), >=(X, 0).")))
+        false)
+      (dl-bt-test!
+        "safe — = binds head var"
+        (dl-bt-throws?
+          (fn () (dl-program "p(a). p(b). x(Y) :- p(X), =(Y, X).")))
+        false))))
+
+(define
+  dl-builtins-tests-run!
+  (fn
+    ()
+    (do
+      (set! dl-bt-pass 0)
+      (set! dl-bt-fail 0)
+      (set! dl-bt-failures (list))
+      (dl-bt-run-all!)
+      {:failures dl-bt-failures :total (+ dl-bt-pass dl-bt-fail) :passed dl-bt-pass :failed dl-bt-fail})))

lib/datalog/tests/demo.sx

@@ -0,0 +1,285 @@
+;; lib/datalog/tests/demo.sx — Phase 10 demo programs.
+
+(define dl-demo-pass 0)
+(define dl-demo-fail 0)
+(define dl-demo-failures (list))
+
+(define
+  dl-demo-deep=?
+  (fn
+    (a b)
+    (cond
+      ((and (list? a) (list? b))
+        (and (= (len a) (len b)) (dl-demo-deq-l? a b 0)))
+      ((and (dict? a) (dict? b))
+        (let ((ka (keys a)) (kb (keys b)))
+          (and (= (len ka) (len kb)) (dl-demo-deq-d? a b ka 0))))
+      ((and (number? a) (number? b)) (= a b))
+      (else (equal? a b)))))
+
+(define
+  dl-demo-deq-l?
+  (fn
+    (a b i)
+    (cond
+      ((>= i (len a)) true)
+      ((not (dl-demo-deep=? (nth a i) (nth b i))) false)
+      (else (dl-demo-deq-l? a b (+ i 1))))))
+
+(define
+  dl-demo-deq-d?
+  (fn
+    (a b ka i)
+    (cond
+      ((>= i (len ka)) true)
+      ((let ((k (nth ka i)))
+         (not (dl-demo-deep=? (get a k) (get b k))))
+        false)
+      (else (dl-demo-deq-d? a b ka (+ i 1))))))
+
+(define
+  dl-demo-set=?
+  (fn
+    (a b)
+    (and
+      (= (len a) (len b))
+      (dl-demo-subset? a b)
+      (dl-demo-subset? b a))))
+
+(define
+  dl-demo-subset?
+  (fn
+    (xs ys)
+    (cond
+      ((= (len xs) 0) true)
+      ((not (dl-demo-contains? ys (first xs))) false)
+      (else (dl-demo-subset? (rest xs) ys)))))
+
+(define
+  dl-demo-contains?
+  (fn
+    (xs target)
+    (cond
+      ((= (len xs) 0) false)
+      ((dl-demo-deep=? (first xs) target) true)
+      (else (dl-demo-contains? (rest xs) target)))))
+
+(define
+  dl-demo-test-set!
+  (fn
+    (name got expected)
+    (if
+      (dl-demo-set=? got expected)
+      (set! dl-demo-pass (+ dl-demo-pass 1))
+      (do
+        (set! dl-demo-fail (+ dl-demo-fail 1))
+        (append!
+          dl-demo-failures
+          (str
+            name
+            "\n    expected (set): " expected
+            "\n    got:            " got))))))
+
+(define
+  dl-demo-run-all!
+  (fn
+    ()
+    (do
+      ;; ── Federation ──────────────────────────────────────────
+      (dl-demo-test-set! "mutuals"
+        (dl-query
+          (dl-demo-make
+            (quote ((follows alice bob) (follows bob alice)
+                    (follows bob carol) (follows carol dave)))
+            dl-demo-federation-rules)
+          (quote (mutual alice X)))
+        (list {:X (quote bob)}))
+
+      (dl-demo-test-set! "reachable transitive"
+        (dl-query
+          (dl-demo-make
+            (quote ((follows alice bob) (follows bob carol) (follows carol dave)))
+            dl-demo-federation-rules)
+          (quote (reachable alice X)))
+        (list {:X (quote bob)} {:X (quote carol)} {:X (quote dave)}))
+
+      (dl-demo-test-set! "foaf"
+        (dl-query
+          (dl-demo-make
+            (quote ((follows alice bob) (follows bob carol) (follows alice dave)))
+            dl-demo-federation-rules)
+          (quote (foaf alice X)))
+        (list {:X (quote carol)}))
+
+      ;; ── Content ─────────────────────────────────────────────
+      (dl-demo-test-set! "popular posts"
+        (dl-query
+          (dl-demo-make
+            (quote
+              ((authored alice p1) (authored bob p2) (authored carol p3)
+               (liked u1 p1) (liked u2 p1) (liked u3 p1)
+               (liked u1 p2)))
+            dl-demo-content-rules)
+          (quote (popular P)))
+        (list {:P (quote p1)}))
+
+      (dl-demo-test-set! "interesting feed"
+        (dl-query
+          (dl-demo-make
+            (quote
+              ((follows me alice) (follows me bob)
+               (authored alice p1) (authored bob p2)
+               (liked u1 p1) (liked u2 p1) (liked u3 p1)
+               (liked u4 p2)))
+            dl-demo-content-rules)
+          (quote (interesting me P)))
+        (list {:P (quote p1)}))
+
+      (dl-demo-test-set! "post likes count"
+        (dl-query
+          (dl-demo-make
+            (quote
+              ((authored alice p1)
+               (liked u1 p1) (liked u2 p1) (liked u3 p1)))
+            dl-demo-content-rules)
+          (quote (post-likes p1 N)))
+        (list {:N 3}))
+
+      ;; ── Permissions ─────────────────────────────────────────
+      (dl-demo-test-set! "direct group access"
+        (dl-query
+          (dl-demo-make
+            (quote
+              ((member alice editors)
+               (allowed editors blog)))
+            dl-demo-perm-rules)
+          (quote (can-access X blog)))
+        (list {:X (quote alice)}))
+
+      (dl-demo-test-set! "subgroup access"
+        (dl-query
+          (dl-demo-make
+            (quote
+              ((member bob writers)
+               (subgroup writers editors)
+               (allowed editors blog)))
+            dl-demo-perm-rules)
+          (quote (can-access X blog)))
+        (list {:X (quote bob)}))
+
+      (dl-demo-test-set! "transitive subgroup"
+        (dl-query
+          (dl-demo-make
+            (quote
+              ((member carol drafters)
+               (subgroup drafters writers)
+               (subgroup writers editors)
+               (allowed editors blog)))
+            dl-demo-perm-rules)
+          (quote (can-access X blog)))
+        (list {:X (quote carol)}))
+
+      ;; ── Cooking posts (canonical Phase 10 example) ─────────
+      (dl-demo-test-set! "cooking posts by network"
+        (dl-query
+          (dl-demo-make
+            (quote
+              ((follows me alice) (follows alice bob) (follows alice carol)
+               (authored alice p1) (authored bob p2)
+               (authored carol p3) (authored carol p4)
+               (tagged p1 travel) (tagged p2 cooking)
+               (tagged p3 cooking) (tagged p4 books)))
+            dl-demo-cooking-rules)
+          (quote (cooking-post-by-network me P)))
+        (list {:P (quote p2)} {:P (quote p3)}))
+
+      (dl-demo-test-set! "cooking — direct follow only"
+        (dl-query
+          (dl-demo-make
+            (quote
+              ((follows me bob)
+               (authored bob p1) (authored bob p2)
+               (tagged p1 cooking) (tagged p2 books)))
+            dl-demo-cooking-rules)
+          (quote (cooking-post-by-network me P)))
+        (list {:P (quote p1)}))
+
+      (dl-demo-test-set! "cooking — none in network"
+        (dl-query
+          (dl-demo-make
+            (quote
+              ((follows me bob)
+               (authored bob p1) (tagged p1 books)))
+            dl-demo-cooking-rules)
+          (quote (cooking-post-by-network me P)))
+        (list))
+
+      ;; ── Tag co-occurrence ──────────────────────────────────
+      (dl-demo-test-set! "cotagged posts"
+        (dl-query
+          (dl-demo-make
+            (quote
+              ((tagged p1 cooking) (tagged p1 vegetarian)
+               (tagged p2 cooking) (tagged p2 quick)
+               (tagged p3 vegetarian)))
+            dl-demo-tag-cooccur-rules)
+          (quote (cotagged P cooking vegetarian)))
+        (list {:P (quote p1)}))
+
+      (dl-demo-test-set! "tag pair count"
+        (dl-query
+          (dl-demo-make
+            (quote
+              ((tagged p1 cooking) (tagged p1 vegetarian)
+               (tagged p2 cooking) (tagged p2 quick)
+               (tagged p3 cooking) (tagged p3 vegetarian)))
+            dl-demo-tag-cooccur-rules)
+          (quote (tag-pair-count cooking vegetarian N)))
+        (list {:N 2}))
+
+      ;; ── Shortest path on a weighted DAG ──────────────────
+      (dl-demo-test-set! "shortest a→d via DAG"
+        (dl-query
+          (dl-demo-make
+            (quote ((edge a b 5) (edge b c 3) (edge a c 10) (edge c d 2)))
+            dl-demo-shortest-path-rules)
+          (quote (shortest a d W)))
+        (list {:W 10}))
+
+      (dl-demo-test-set! "shortest a→c picks 2-hop"
+        (dl-query
+          (dl-demo-make
+            (quote ((edge a b 5) (edge b c 3) (edge a c 10)))
+            dl-demo-shortest-path-rules)
+          (quote (shortest a c W)))
+        (list {:W 8}))
+
+      (dl-demo-test-set! "shortest unreachable empty"
+        (dl-query
+          (dl-demo-make
+            (quote ((edge a b 5) (edge b c 3)))
+            dl-demo-shortest-path-rules)
+          (quote (shortest a d W)))
+        (list))
+
+      (dl-demo-test-set! "no access without grant"
+        (dl-query
+          (dl-demo-make
+            (quote ((member dave outsiders) (allowed editors blog)))
+            dl-demo-perm-rules)
+          (quote (can-access X blog)))
+        (list)))))
+
+(define
+  dl-demo-tests-run!
+  (fn
+    ()
+    (do
+      (set! dl-demo-pass 0)
+      (set! dl-demo-fail 0)
+      (set! dl-demo-failures (list))
+      (dl-demo-run-all!)
+      {:passed dl-demo-pass
+       :failed dl-demo-fail
+       :total (+ dl-demo-pass dl-demo-fail)
+       :failures dl-demo-failures})))

lib/datalog/tests/eval.sx

@@ -0,0 +1,281 @@
+;; lib/datalog/tests/eval.sx — naive evaluation + safety analysis tests.
+
+(define dl-et-pass 0)
+(define dl-et-fail 0)
+(define dl-et-failures (list))
+
+;; Same deep-equal helper used in other suites.
+(define
+  dl-et-deep=?
+  (fn
+    (a b)
+    (cond
+      ((and (list? a) (list? b))
+        (and (= (len a) (len b)) (dl-et-deq-l? a b 0)))
+      ((and (dict? a) (dict? b))
+        (let
+          ((ka (keys a)) (kb (keys b)))
+          (and (= (len ka) (len kb)) (dl-et-deq-d? a b ka 0))))
+      ((and (number? a) (number? b)) (= a b))
+      (else (equal? a b)))))
+
+(define
+  dl-et-deq-l?
+  (fn
+    (a b i)
+    (cond
+      ((>= i (len a)) true)
+      ((not (dl-et-deep=? (nth a i) (nth b i))) false)
+      (else (dl-et-deq-l? a b (+ i 1))))))
+
+(define
+  dl-et-deq-d?
+  (fn
+    (a b ka i)
+    (cond
+      ((>= i (len ka)) true)
+      ((let ((k (nth ka i))) (not (dl-et-deep=? (get a k) (get b k))))
+        false)
+      (else (dl-et-deq-d? a b ka (+ i 1))))))
+
+;; Set-equality on lists (order-independent, uses dl-et-deep=?).
+(define
+  dl-et-set=?
+  (fn
+    (a b)
+    (and (= (len a) (len b)) (dl-et-subset? a b) (dl-et-subset? b a))))
+
+(define
+  dl-et-subset?
+  (fn
+    (xs ys)
+    (cond
+      ((= (len xs) 0) true)
+      ((not (dl-et-contains? ys (first xs))) false)
+      (else (dl-et-subset? (rest xs) ys)))))
+
+(define
+  dl-et-contains?
+  (fn
+    (xs target)
+    (cond
+      ((= (len xs) 0) false)
+      ((dl-et-deep=? (first xs) target) true)
+      (else (dl-et-contains? (rest xs) target)))))
+
+(define
+  dl-et-test!
+  (fn
+    (name got expected)
+    (if
+      (dl-et-deep=? got expected)
+      (set! dl-et-pass (+ dl-et-pass 1))
+      (do
+        (set! dl-et-fail (+ dl-et-fail 1))
+        (append!
+          dl-et-failures
+          (str name "\n    expected: " expected "\n    got:      " got))))))
+
+(define
+  dl-et-test-set!
+  (fn
+    (name got expected)
+    (if
+      (dl-et-set=? got expected)
+      (set! dl-et-pass (+ dl-et-pass 1))
+      (do
+        (set! dl-et-fail (+ dl-et-fail 1))
+        (append!
+          dl-et-failures
+          (str
+            name
+            "\n    expected (set): "
+            expected
+            "\n    got:            "
+            got))))))
+
+(define
+  dl-et-throws?
+  (fn
+    (thunk)
+    (let
+      ((threw false))
+      (do (guard (e (#t (set! threw true))) (thunk)) threw))))
+
+(define
+  dl-et-run-all!
+  (fn
+    ()
+    (do
+      (dl-et-test-set!
+        "fact lookup any"
+        (dl-query
+          (dl-program "parent(tom, bob). parent(bob, ann).")
+          (list (quote parent) (quote X) (quote Y)))
+        (list {:X (quote tom) :Y (quote bob)} {:X (quote bob) :Y (quote ann)}))
+      (dl-et-test-set!
+        "fact lookup constant arg"
+        (dl-query
+          (dl-program "parent(tom, bob). parent(tom, liz). parent(bob, ann).")
+          (list (quote parent) (quote tom) (quote Y)))
+        (list {:Y (quote bob)} {:Y (quote liz)}))
+      (dl-et-test-set!
+        "no match"
+        (dl-query
+          (dl-program "parent(tom, bob).")
+          (list (quote parent) (quote nobody) (quote X)))
+        (list))
+      (dl-et-test-set!
+        "ancestor closure"
+        (dl-query
+          (dl-program
+            "parent(tom, bob). parent(bob, ann). parent(ann, pat).\n             ancestor(X, Y) :- parent(X, Y).\n             ancestor(X, Z) :- parent(X, Y), ancestor(Y, Z).")
+          (list (quote ancestor) (quote tom) (quote X)))
+        (list {:X (quote bob)} {:X (quote ann)} {:X (quote pat)}))
+      (dl-et-test-set!
+        "sibling"
+        (dl-query
+          (dl-program
+            "parent(tom, bob). parent(tom, liz). parent(jane, bob). parent(jane, liz).\n             sibling(X, Y) :- parent(P, X), parent(P, Y).")
+          (list (quote sibling) (quote bob) (quote Y)))
+        (list {:Y (quote bob)} {:Y (quote liz)}))
+      (dl-et-test-set!
+        "same-generation"
+        (dl-query
+          (dl-program
+            "parent(tom, bob). parent(tom, liz). parent(bob, ann). parent(liz, joe).\n             person(tom). person(bob). person(liz). person(ann). person(joe).\n             sg(X, X) :- person(X).\n             sg(X, Y) :- parent(P1, X), sg(P1, P2), parent(P2, Y).")
+          (list (quote sg) (quote ann) (quote X)))
+        (list {:X (quote ann)} {:X (quote joe)}))
+      (dl-et-test!
+        "ancestor count"
+        (let
+          ((db (dl-program "parent(a, b). parent(b, c). parent(c, d).\n                  ancestor(X, Y) :- parent(X, Y).\n                  ancestor(X, Z) :- parent(X, Y), ancestor(Y, Z).")))
+          (do (dl-saturate! db) (len (dl-relation db "ancestor"))))
+        6)
+      (dl-et-test-set!
+        "grandparent"
+        (dl-query
+          (dl-program
+            "parent(a, b). parent(b, c). parent(c, d).\n             grandparent(X, Z) :- parent(X, Y), parent(Y, Z).")
+          (list (quote grandparent) (quote X) (quote Y)))
+        (list {:X (quote a) :Y (quote c)} {:X (quote b) :Y (quote d)}))
+      (dl-et-test!
+        "no recursion infinite loop"
+        (let
+          ((db (dl-program "edge(1, 2). edge(2, 3). edge(3, 1).\n                  reach(X, Y) :- edge(X, Y).\n                  reach(X, Z) :- edge(X, Y), reach(Y, Z).")))
+          (do (dl-saturate! db) (len (dl-relation db "reach"))))
+        9)
+      (dl-et-test!
+        "unsafe head var"
+        (dl-et-throws? (fn () (dl-program "p(X, Y) :- q(X).")))
+        true)
+      (dl-et-test!
+        "unsafe — empty body"
+        (dl-et-throws? (fn () (dl-program "p(X) :- .")))
+        true)
+      ;; Underscore in head is unsafe — it's a fresh existential per
+      ;; occurrence after Phase 5d's anonymous-var renaming, and there's
+      ;; nothing in the body to bind it. (Old behavior accepted this by
+      ;; treating '_' as a literal name to skip; the renaming made it an
+      ;; ordinary unbound variable.)
+      (dl-et-test!
+        "underscore in head — unsafe"
+        (dl-et-throws? (fn () (dl-program "p(X, _) :- q(X).")))
+        true)
+      (dl-et-test!
+        "underscore in body only — safe"
+        (dl-et-throws? (fn () (dl-program "p(X) :- q(X, _).")))
+        false)
+      (dl-et-test!
+        "var only in head — unsafe"
+        (dl-et-throws? (fn () (dl-program "p(X, Y) :- q(Z).")))
+        true)
+      (dl-et-test!
+        "head var bound by body"
+        (dl-et-throws? (fn () (dl-program "p(X) :- q(X).")))
+        false)
+      (dl-et-test!
+        "head subset of body"
+        (dl-et-throws?
+          (fn
+            ()
+            (dl-program
+              "edge(a,b). edge(b,c). reach(X, Z) :- edge(X, Y), edge(Y, Z).")))
+        false)
+
+      ;; Anonymous variables: each occurrence must be independent.
+      (dl-et-test-set! "anon vars in rule are independent"
+        (dl-query
+          (dl-program
+            "p(a, b). p(c, d). q(X) :- p(X, _), p(_, Y).")
+          (list (quote q) (quote X)))
+        (list {:X (quote a)} {:X (quote c)}))
+
+      (dl-et-test-set! "anon vars in goal are independent"
+        (dl-query
+          (dl-program "p(1, 2, 3). p(4, 5, 6).")
+          (list (quote p) (quote _) (quote X) (quote _)))
+        (list {:X 2} {:X 5}))
+
+      ;; dl-summary: relation -> tuple-count for inspection.
+      (dl-et-test! "dl-summary basic"
+        (dl-summary
+          (let
+            ((db (dl-program "p(1). p(2). q(3).")))
+            (do (dl-saturate! db) db)))
+        {:p 2 :q 1})
+
+      (dl-et-test! "dl-summary empty IDB shown"
+        (dl-summary
+          (let
+            ((db (dl-program "r(X) :- s(X).")))
+            (do (dl-saturate! db) db)))
+        {:r 0})
+
+      (dl-et-test! "dl-summary mixed EDB and IDB"
+        (dl-summary
+          (let
+            ((db (dl-program
+                   "parent(a, b).
+                    ancestor(X, Y) :- parent(X, Y).
+                    ancestor(X, Z) :- parent(X, Y), ancestor(Y, Z).")))
+            (do (dl-saturate! db) db)))
+        {:parent 1 :ancestor 1})
+
+      (dl-et-test! "dl-summary empty db"
+        (dl-summary (dl-make-db))
+        {})
+
+      ;; Strategy hook: default semi-naive; :magic accepted but
+      ;; falls back to semi-naive (the transformation itself is
+      ;; deferred — Phase 6 in plan).
+      (dl-et-test! "default strategy"
+        (dl-get-strategy (dl-make-db))
+        :semi-naive)
+
+      (dl-et-test! "set strategy"
+        (let ((db (dl-make-db)))
+          (do (dl-set-strategy! db :magic) (dl-get-strategy db)))
+        :magic)
+
+      (dl-et-test-set! "magic-set still derives correctly"
+        (let
+          ((db (dl-program
+                 "parent(a, b). parent(b, c).
+                  ancestor(X, Y) :- parent(X, Y).
+                  ancestor(X, Z) :- parent(X, Y), ancestor(Y, Z).")))
+          (do
+            (dl-set-strategy! db :magic)
+            (dl-query db (list (quote ancestor) (quote a) (quote X)))))
+        (list {:X (quote b)} {:X (quote c)})))))
+
+(define
+  dl-eval-tests-run!
+  (fn
+    ()
+    (do
+      (set! dl-et-pass 0)
+      (set! dl-et-fail 0)
+      (set! dl-et-failures (list))
+      (dl-et-run-all!)
+      {:failures dl-et-failures :total (+ dl-et-pass dl-et-fail) :passed dl-et-pass :failed dl-et-fail})))

lib/datalog/tests/magic.sx

@@ -0,0 +1,315 @@
+;; lib/datalog/tests/magic.sx — adornment + SIPS analysis tests.
+
+(define dl-mt-pass 0)
+(define dl-mt-fail 0)
+(define dl-mt-failures (list))
+
+(define
+  dl-mt-deep=?
+  (fn
+    (a b)
+    (cond
+      ((and (list? a) (list? b))
+        (and (= (len a) (len b)) (dl-mt-deq-l? a b 0)))
+      ((and (dict? a) (dict? b))
+        (let ((ka (keys a)) (kb (keys b)))
+          (and (= (len ka) (len kb)) (dl-mt-deq-d? a b ka 0))))
+      ((and (number? a) (number? b)) (= a b))
+      (else (equal? a b)))))
+
+(define
+  dl-mt-deq-l?
+  (fn
+    (a b i)
+    (cond
+      ((>= i (len a)) true)
+      ((not (dl-mt-deep=? (nth a i) (nth b i))) false)
+      (else (dl-mt-deq-l? a b (+ i 1))))))
+
+(define
+  dl-mt-deq-d?
+  (fn
+    (a b ka i)
+    (cond
+      ((>= i (len ka)) true)
+      ((let ((k (nth ka i)))
+         (not (dl-mt-deep=? (get a k) (get b k))))
+        false)
+      (else (dl-mt-deq-d? a b ka (+ i 1))))))
+
+(define
+  dl-mt-test!
+  (fn
+    (name got expected)
+    (if
+      (dl-mt-deep=? got expected)
+      (set! dl-mt-pass (+ dl-mt-pass 1))
+      (do
+        (set! dl-mt-fail (+ dl-mt-fail 1))
+        (append!
+          dl-mt-failures
+          (str
+            name
+            "\n    expected: " expected
+            "\n    got:      " got))))))
+
+(define
+  dl-mt-run-all!
+  (fn
+    ()
+    (do
+      ;; Goal adornment.
+      (dl-mt-test! "adorn 0-ary"
+        (dl-adorn-goal (list (quote ready)))
+        "")
+      (dl-mt-test! "adorn all bound"
+        (dl-adorn-goal (list (quote p) 1 2 3))
+        "bbb")
+      (dl-mt-test! "adorn all free"
+        (dl-adorn-goal (list (quote p) (quote X) (quote Y)))
+        "ff")
+      (dl-mt-test! "adorn mixed"
+        (dl-adorn-goal (list (quote ancestor) (quote tom) (quote X)))
+        "bf")
+      (dl-mt-test! "adorn const var const"
+        (dl-adorn-goal (list (quote p) (quote a) (quote X) (quote b)))
+        "bfb")
+
+      ;; dl-adorn-lit with explicit bound set.
+      (dl-mt-test! "adorn lit with bound"
+        (dl-adorn-lit (list (quote p) (quote X) (quote Y)) (list "X"))
+        "bf")
+
+      ;; Rule SIPS — chain ancestor.
+      (dl-mt-test! "sips chain ancestor bf"
+        (dl-rule-sips
+          {:head (list (quote ancestor) (quote X) (quote Z))
+           :body (list (list (quote parent) (quote X) (quote Y))
+                       (list (quote ancestor) (quote Y) (quote Z)))}
+          "bf")
+        (list
+          {:lit (list (quote parent) (quote X) (quote Y)) :adornment "bf"}
+          {:lit (list (quote ancestor) (quote Y) (quote Z)) :adornment "bf"}))
+
+      ;; SIPS — head fully bound.
+      (dl-mt-test! "sips head bb"
+        (dl-rule-sips
+          {:head (list (quote q) (quote X) (quote Y))
+           :body (list (list (quote p) (quote X) (quote Z))
+                       (list (quote r) (quote Z) (quote Y)))}
+          "bb")
+        (list
+          {:lit (list (quote p) (quote X) (quote Z)) :adornment "bf"}
+          {:lit (list (quote r) (quote Z) (quote Y)) :adornment "bb"}))
+
+      ;; SIPS — comparison; vars must be bound by prior body lit.
+      (dl-mt-test! "sips with comparison"
+        (dl-rule-sips
+          {:head (list (quote q) (quote X))
+           :body (list (list (quote p) (quote X))
+                       (list (string->symbol "<") (quote X) 5))}
+          "f")
+        (list
+          {:lit (list (quote p) (quote X)) :adornment "f"}
+          {:lit (list (string->symbol "<") (quote X) 5) :adornment "bb"}))
+
+      ;; SIPS — `is` binds its left arg.
+      (dl-mt-test! "sips with is"
+        (dl-rule-sips
+          {:head (list (quote q) (quote X) (quote Y))
+           :body (list (list (quote p) (quote X))
+                       (list (quote is) (quote Y) (list (string->symbol "+") (quote X) 1)))}
+          "ff")
+        (list
+          {:lit (list (quote p) (quote X)) :adornment "f"}
+          {:lit (list (quote is) (quote Y)
+                      (list (string->symbol "+") (quote X) 1))
+           :adornment "fb"}))
+
+      ;; Magic predicate naming.
+      (dl-mt-test! "magic-rel-name"
+        (dl-magic-rel-name "ancestor" "bf")
+        "magic_ancestor^bf")
+
+      ;; Bound-args extraction.
+      (dl-mt-test! "bound-args bf"
+        (dl-bound-args (list (quote ancestor) (quote tom) (quote X)) "bf")
+        (list (quote tom)))
+
+      (dl-mt-test! "bound-args mixed"
+        (dl-bound-args (list (quote p) 1 (quote Y) 3) "bfb")
+        (list 1 3))
+
+      (dl-mt-test! "bound-args all-free"
+        (dl-bound-args (list (quote p) (quote X) (quote Y)) "ff")
+        (list))
+
+      ;; Magic literal construction.
+      (dl-mt-test! "magic-lit"
+        (dl-magic-lit "ancestor" "bf" (list (quote tom)))
+        (list (string->symbol "magic_ancestor^bf") (quote tom)))
+
+      ;; Magic-sets rewriter: structural sanity.
+      (dl-mt-test! "rewrite ancestor produces seed"
+        (let
+          ((rules
+             (list
+               {:head (list (quote ancestor) (quote X) (quote Y))
+                :body (list (list (quote parent) (quote X) (quote Y)))}
+               {:head (list (quote ancestor) (quote X) (quote Z))
+                :body
+                (list (list (quote parent) (quote X) (quote Y))
+                      (list (quote ancestor) (quote Y) (quote Z)))})))
+          (get
+            (dl-magic-rewrite rules "ancestor" "bf" (list (quote a)))
+            :seed))
+        (list (string->symbol "magic_ancestor^bf") (quote a)))
+
+      ;; Equivalence: rewritten program derives same ancestor tuples.
+      ;; In a chain a→b→c→d, magic-rewritten run still derives all
+      ;; ancestor pairs reachable from any node a/b/c/d propagated via
+      ;; magic_ancestor^bf — i.e. the full closure (6 tuples). Magic
+      ;; saves work only when the EDB has irrelevant nodes outside
+      ;; the seed's transitive cone.
+      (dl-mt-test! "magic-rewritten ancestor count"
+        (let
+          ((rules
+             (list
+               {:head (list (quote ancestor) (quote X) (quote Y))
+                :body (list (list (quote parent) (quote X) (quote Y)))}
+               {:head (list (quote ancestor) (quote X) (quote Z))
+                :body
+                (list (list (quote parent) (quote X) (quote Y))
+                      (list (quote ancestor) (quote Y) (quote Z)))}))
+            (edb (list
+                   (list (quote parent) (quote a) (quote b))
+                   (list (quote parent) (quote b) (quote c))
+                   (list (quote parent) (quote c) (quote d)))))
+          (let
+            ((rewritten (dl-magic-rewrite rules "ancestor" "bf" (list (quote a))))
+              (db (dl-make-db)))
+            (do
+              (for-each (fn (f) (dl-add-fact! db f)) edb)
+              (dl-add-fact! db (get rewritten :seed))
+              (for-each (fn (r) (dl-add-rule! db r)) (get rewritten :rules))
+              (dl-saturate! db)
+              (len (dl-relation db "ancestor")))))
+        6)
+
+      ;; dl-magic-query: end-to-end driver, doesn't mutate caller's db.
+      (dl-mt-test! "magic-query equivalent to dl-query"
+        (let
+          ((db (dl-program
+                 "parent(a, b). parent(b, c). parent(c, d).
+                  ancestor(X, Y) :- parent(X, Y).
+                  ancestor(X, Z) :- parent(X, Y), ancestor(Y, Z).")))
+          (let
+            ((semi (dl-query db (list (quote ancestor) (quote a) (quote X))))
+              (magic (dl-magic-query
+                       db (list (quote ancestor) (quote a) (quote X)))))
+            (= (len semi) (len magic))))
+        true)
+
+      ;; magic-query doesn't mutate caller db.
+      (dl-mt-test! "magic-query preserves caller db"
+        (let
+          ((db (dl-program
+                 "parent(a, b). parent(b, c).
+                  ancestor(X, Y) :- parent(X, Y).
+                  ancestor(X, Z) :- parent(X, Y), ancestor(Y, Z).")))
+          (let
+            ((rules-before (len (dl-rules db))))
+            (do
+              (dl-magic-query db (list (quote ancestor) (quote a) (quote X)))
+              (= rules-before (len (dl-rules db))))))
+        true)
+
+      ;; Magic-sets benefit: query touches only one cluster of a
+      ;; multi-component graph. Semi-naive derives the full closure
+      ;; over both clusters; magic only the seeded one.
+      ;; Magic-vs-semi work shape: chain of 12. Semi-naive
+      ;; derives the full closure (78 = 12·13/2). A magic query
+      ;; rooted at node 0 returns the 12 descendants only —
+      ;; demonstrating that magic limits derivation to the
+      ;; query's transitive cone.
+      (dl-mt-test! "magic vs semi work-shape on chain-12"
+        (let
+          ((source (str
+                     "parent(0, 1). parent(1, 2). parent(2, 3). "
+                     "parent(3, 4). parent(4, 5). parent(5, 6). "
+                     "parent(6, 7). parent(7, 8). parent(8, 9). "
+                     "parent(9, 10). parent(10, 11). parent(11, 12). "
+                     "ancestor(X, Y) :- parent(X, Y). "
+                     "ancestor(X, Z) :- parent(X, Y), ancestor(Y, Z).")))
+          (let
+            ((db1 (dl-make-db)) (db2 (dl-make-db)))
+            (do
+              (dl-load-program! db1 source)
+              (dl-saturate! db1)
+              (dl-load-program! db2 source)
+              (let
+                ((semi-count (len (dl-relation db1 "ancestor")))
+                  (magic-count
+                    (len (dl-magic-query
+                           db2 (list (quote ancestor) 0 (quote X))))))
+                ;; Magic returns only descendants of 0 (12 of them).
+                (and (= semi-count 78) (= magic-count 12))))))
+        true)
+
+      (dl-mt-test! "magic skips irrelevant clusters"
+        (let
+          ;; Two disjoint chains. Query is rooted in cluster 1.
+          ((db (dl-program
+                 "parent(a, b). parent(b, c).
+                  parent(x, y). parent(y, z).
+                  ancestor(X, Y) :- parent(X, Y).
+                  ancestor(X, Z) :- parent(X, Y), ancestor(Y, Z).")))
+          (do
+            (dl-saturate! db)
+            (let
+              ((semi-count (len (dl-relation db "ancestor")))
+                (magic-results
+                  (dl-magic-query
+                    db (list (quote ancestor) (quote a) (quote X)))))
+              ;; Semi-naive derives 6 (3 in each cluster). Magic
+              ;; gives 3 query results (a's reachable: b, c).
+              (and (= semi-count 6) (= (len magic-results) 2)))))
+        true)
+
+      (dl-mt-test! "magic-rewritten finds same answers"
+        (let
+          ((rules
+             (list
+               {:head (list (quote ancestor) (quote X) (quote Y))
+                :body (list (list (quote parent) (quote X) (quote Y)))}
+               {:head (list (quote ancestor) (quote X) (quote Z))
+                :body
+                (list (list (quote parent) (quote X) (quote Y))
+                      (list (quote ancestor) (quote Y) (quote Z)))}))
+            (edb (list
+                   (list (quote parent) (quote a) (quote b))
+                   (list (quote parent) (quote b) (quote c)))))
+          (let
+            ((rewritten (dl-magic-rewrite rules "ancestor" "bf" (list (quote a))))
+              (db (dl-make-db)))
+            (do
+              (for-each (fn (f) (dl-add-fact! db f)) edb)
+              (dl-add-fact! db (get rewritten :seed))
+              (for-each (fn (r) (dl-add-rule! db r)) (get rewritten :rules))
+              (dl-saturate! db)
+              (len (dl-query db (list (quote ancestor) (quote a) (quote X)))))))
+        2))))
+
+(define
+  dl-magic-tests-run!
+  (fn
+    ()
+    (do
+      (set! dl-mt-pass 0)
+      (set! dl-mt-fail 0)
+      (set! dl-mt-failures (list))
+      (dl-mt-run-all!)
+      {:passed dl-mt-pass
+       :failed dl-mt-fail
+       :total (+ dl-mt-pass dl-mt-fail)
+       :failures dl-mt-failures})))

lib/datalog/tests/negation.sx

@@ -0,0 +1,231 @@
+;; lib/datalog/tests/negation.sx — stratified negation tests.
+
+(define dl-nt-pass 0)
+(define dl-nt-fail 0)
+(define dl-nt-failures (list))
+
+(define
+  dl-nt-deep=?
+  (fn
+    (a b)
+    (cond
+      ((and (list? a) (list? b))
+        (and (= (len a) (len b)) (dl-nt-deq-l? a b 0)))
+      ((and (dict? a) (dict? b))
+        (let ((ka (keys a)) (kb (keys b)))
+          (and (= (len ka) (len kb)) (dl-nt-deq-d? a b ka 0))))
+      ((and (number? a) (number? b)) (= a b))
+      (else (equal? a b)))))
+
+(define
+  dl-nt-deq-l?
+  (fn
+    (a b i)
+    (cond
+      ((>= i (len a)) true)
+      ((not (dl-nt-deep=? (nth a i) (nth b i))) false)
+      (else (dl-nt-deq-l? a b (+ i 1))))))
+
+(define
+  dl-nt-deq-d?
+  (fn
+    (a b ka i)
+    (cond
+      ((>= i (len ka)) true)
+      ((let ((k (nth ka i)))
+         (not (dl-nt-deep=? (get a k) (get b k))))
+        false)
+      (else (dl-nt-deq-d? a b ka (+ i 1))))))
+
+(define
+  dl-nt-set=?
+  (fn
+    (a b)
+    (and
+      (= (len a) (len b))
+      (dl-nt-subset? a b)
+      (dl-nt-subset? b a))))
+
+(define
+  dl-nt-subset?
+  (fn
+    (xs ys)
+    (cond
+      ((= (len xs) 0) true)
+      ((not (dl-nt-contains? ys (first xs))) false)
+      (else (dl-nt-subset? (rest xs) ys)))))
+
+(define
+  dl-nt-contains?
+  (fn
+    (xs target)
+    (cond
+      ((= (len xs) 0) false)
+      ((dl-nt-deep=? (first xs) target) true)
+      (else (dl-nt-contains? (rest xs) target)))))
+
+(define
+  dl-nt-test!
+  (fn
+    (name got expected)
+    (if
+      (dl-nt-deep=? got expected)
+      (set! dl-nt-pass (+ dl-nt-pass 1))
+      (do
+        (set! dl-nt-fail (+ dl-nt-fail 1))
+        (append!
+          dl-nt-failures
+          (str
+            name
+            "\n    expected: " expected
+            "\n    got:      " got))))))
+
+(define
+  dl-nt-test-set!
+  (fn
+    (name got expected)
+    (if
+      (dl-nt-set=? got expected)
+      (set! dl-nt-pass (+ dl-nt-pass 1))
+      (do
+        (set! dl-nt-fail (+ dl-nt-fail 1))
+        (append!
+          dl-nt-failures
+          (str
+            name
+            "\n    expected (set): " expected
+            "\n    got:            " got))))))
+
+(define
+  dl-nt-throws?
+  (fn
+    (thunk)
+    (let
+      ((threw false))
+      (do
+        (guard
+          (e (#t (set! threw true)))
+          (thunk))
+        threw))))
+
+(define
+  dl-nt-run-all!
+  (fn
+    ()
+    (do
+      ;; Negation against EDB-only relation.
+      (dl-nt-test-set! "not against EDB"
+        (dl-query
+          (dl-program
+            "p(1). p(2). p(3). r(2).
+             q(X) :- p(X), not(r(X)).")
+          (list (quote q) (quote X)))
+        (list {:X 1} {:X 3}))
+
+      ;; Negation against derived relation — needs stratification.
+      (dl-nt-test-set! "not against derived rel"
+        (dl-query
+          (dl-program
+            "p(1). p(2). p(3). s(2).
+             r(X) :- s(X).
+             q(X) :- p(X), not(r(X)).")
+          (list (quote q) (quote X)))
+        (list {:X 1} {:X 3}))
+
+      ;; Two-step strata: r derives via s; q derives via not r.
+      (dl-nt-test-set! "two-step strata"
+        (dl-query
+          (dl-program
+            "node(a). node(b). node(c). node(d).
+             edge(a, b). edge(b, c). edge(c, a).
+             reach(X, Y) :- edge(X, Y).
+             reach(X, Z) :- edge(X, Y), reach(Y, Z).
+             unreachable(X) :- node(X), not(reach(a, X)).")
+          (list (quote unreachable) (quote X)))
+        (list {:X (quote d)}))
+
+      ;; Combine negation with arithmetic and comparison.
+      (dl-nt-test-set! "negation with arithmetic"
+        (dl-query
+          (dl-program
+            "n(1). n(2). n(3). n(4). n(5). odd(1). odd(3). odd(5).
+             even(X) :- n(X), not(odd(X)).")
+          (list (quote even) (quote X)))
+        (list {:X 2} {:X 4}))
+
+      ;; Empty negation result.
+      (dl-nt-test-set! "negation always succeeds"
+        (dl-query
+          (dl-program
+            "p(1). p(2). q(X) :- p(X), not(r(X)).")
+          (list (quote q) (quote X)))
+        (list {:X 1} {:X 2}))
+
+      ;; Negation always fails.
+      (dl-nt-test-set! "negation always fails"
+        (dl-query
+          (dl-program
+            "p(1). p(2). r(1). r(2). q(X) :- p(X), not(r(X)).")
+          (list (quote q) (quote X)))
+        (list))
+
+      ;; Stratifiability checks.
+      (dl-nt-test! "non-stratifiable rejected"
+        (dl-nt-throws?
+          (fn ()
+            (let ((db (dl-make-db)))
+              (do
+                (dl-add-rule!
+                  db
+                  {:head (list (quote p) (quote X))
+                   :body (list (list (quote q) (quote X))
+                               {:neg (list (quote r) (quote X))})})
+                (dl-add-rule!
+                  db
+                  {:head (list (quote r) (quote X))
+                   :body (list (list (quote p) (quote X)))})
+                (dl-add-fact! db (list (quote q) 1))
+                (dl-saturate! db)))))
+        true)
+
+      (dl-nt-test! "stratifiable accepted"
+        (dl-nt-throws?
+          (fn ()
+            (dl-program
+              "p(1). p(2). r(2).
+               q(X) :- p(X), not(r(X)).")))
+        false)
+
+      ;; Multi-stratum chain.
+      (dl-nt-test-set! "three-level strata"
+        (dl-query
+          (dl-program
+            "a(1). a(2). a(3). a(4).
+             b(X) :- a(X), not(c(X)).
+             c(X) :- d(X).
+             d(2).
+             d(4).")
+          (list (quote b) (quote X)))
+        (list {:X 1} {:X 3}))
+
+      ;; Safety violation: negation refers to unbound var.
+      (dl-nt-test! "negation safety violation"
+        (dl-nt-throws?
+          (fn ()
+            (dl-program
+              "p(1). q(X) :- p(X), not(r(Y)).")))
+        true))))
+
+(define
+  dl-negation-tests-run!
+  (fn
+    ()
+    (do
+      (set! dl-nt-pass 0)
+      (set! dl-nt-fail 0)
+      (set! dl-nt-failures (list))
+      (dl-nt-run-all!)
+      {:passed dl-nt-pass
+       :failed dl-nt-fail
+       :total (+ dl-nt-pass dl-nt-fail)
+       :failures dl-nt-failures})))

lib/datalog/tests/parse.sx

@@ -0,0 +1,147 @@
+;; lib/datalog/tests/parse.sx — parser unit tests
+;;
+;; Run via: bash lib/datalog/conformance.sh
+;; Or:      (load "lib/datalog/tokenizer.sx") (load "lib/datalog/parser.sx")
+;;          (load "lib/datalog/tests/parse.sx") (dl-parse-tests-run!)
+
+(define dl-pt-pass 0)
+(define dl-pt-fail 0)
+(define dl-pt-failures (list))
+
+;; Order-independent structural equality. Lists compared positionally,
+;; dicts as sets of (key, value) pairs. Numbers via = (so 30.0 = 30).
+(define
+  dl-deep-equal?
+  (fn
+    (a b)
+    (cond
+      ((and (list? a) (list? b))
+        (and (= (len a) (len b)) (dl-deep-equal-list? a b 0)))
+      ((and (dict? a) (dict? b))
+        (let
+          ((ka (keys a)) (kb (keys b)))
+          (and
+            (= (len ka) (len kb))
+            (dl-deep-equal-dict? a b ka 0))))
+      ((and (number? a) (number? b)) (= a b))
+      (else (equal? a b)))))
+
+(define
+  dl-deep-equal-list?
+  (fn
+    (a b i)
+    (cond
+      ((>= i (len a)) true)
+      ((not (dl-deep-equal? (nth a i) (nth b i))) false)
+      (else (dl-deep-equal-list? a b (+ i 1))))))
+
+(define
+  dl-deep-equal-dict?
+  (fn
+    (a b ka i)
+    (cond
+      ((>= i (len ka)) true)
+      ((let ((k (nth ka i))) (not (dl-deep-equal? (get a k) (get b k))))
+        false)
+      (else (dl-deep-equal-dict? a b ka (+ i 1))))))
+
+(define
+  dl-pt-test!
+  (fn
+    (name got expected)
+    (if
+      (dl-deep-equal? got expected)
+      (set! dl-pt-pass (+ dl-pt-pass 1))
+      (do
+        (set! dl-pt-fail (+ dl-pt-fail 1))
+        (append!
+          dl-pt-failures
+          (str name "\n    expected: " expected "\n    got:      " got))))))
+
+(define
+  dl-pt-throws?
+  (fn
+    (thunk)
+    (let
+      ((threw false))
+      (do (guard (e (#t (set! threw true))) (thunk)) threw))))
+
+(define
+  dl-pt-run-all!
+  (fn
+    ()
+    (do
+      (dl-pt-test! "empty program" (dl-parse "") (list))
+      (dl-pt-test! "fact" (dl-parse "parent(tom, bob).") (list {:body (list) :head (list (quote parent) (quote tom) (quote bob))}))
+      (dl-pt-test!
+        "two facts"
+        (dl-parse "parent(tom, bob). parent(bob, ann).")
+        (list {:body (list) :head (list (quote parent) (quote tom) (quote bob))} {:body (list) :head (list (quote parent) (quote bob) (quote ann))}))
+      (dl-pt-test! "zero-ary fact" (dl-parse "ready.") (list {:body (list) :head (list (quote ready))}))
+      (dl-pt-test!
+        "rule one body lit"
+        (dl-parse "ancestor(X, Y) :- parent(X, Y).")
+        (list {:body (list (list (quote parent) (quote X) (quote Y))) :head (list (quote ancestor) (quote X) (quote Y))}))
+      (dl-pt-test!
+        "recursive rule"
+        (dl-parse "ancestor(X, Z) :- parent(X, Y), ancestor(Y, Z).")
+        (list {:body (list (list (quote parent) (quote X) (quote Y)) (list (quote ancestor) (quote Y) (quote Z))) :head (list (quote ancestor) (quote X) (quote Z))}))
+      (dl-pt-test!
+        "query single"
+        (dl-parse "?- ancestor(tom, X).")
+        (list {:query (list (list (quote ancestor) (quote tom) (quote X)))}))
+      (dl-pt-test!
+        "query multi"
+        (dl-parse "?- p(X), q(X).")
+        (list {:query (list (list (quote p) (quote X)) (list (quote q) (quote X)))}))
+      (dl-pt-test!
+        "negation"
+        (dl-parse "safe(X) :- person(X), not(parent(X, _)).")
+        (list {:body (list (list (quote person) (quote X)) {:neg (list (quote parent) (quote X) (quote _))}) :head (list (quote safe) (quote X))}))
+      (dl-pt-test!
+        "number arg"
+        (dl-parse "age(alice, 30).")
+        (list {:body (list) :head (list (quote age) (quote alice) 30)}))
+      (dl-pt-test!
+        "string arg"
+        (dl-parse "label(x, \"hi\").")
+        (list {:body (list) :head (list (quote label) (quote x) "hi")}))
+      (dl-pt-test!
+        "comparison literal"
+        (dl-parse "p(X) :- <(X, 5).")
+        (list {:body (list (list (string->symbol "<") (quote X) 5)) :head (list (quote p) (quote X))}))
+      (dl-pt-test!
+        "is with arith"
+        (dl-parse "succ(X, Y) :- nat(X), is(Y, +(X, 1)).")
+        (list {:body (list (list (quote nat) (quote X)) (list (quote is) (quote Y) (list (string->symbol "+") (quote X) 1))) :head (list (quote succ) (quote X) (quote Y))}))
+      (dl-pt-test!
+        "mixed program"
+        (dl-parse "p(a). p(b). q(X) :- p(X). ?- q(Y).")
+        (list {:body (list) :head (list (quote p) (quote a))} {:body (list) :head (list (quote p) (quote b))} {:body (list (list (quote p) (quote X))) :head (list (quote q) (quote X))} {:query (list (list (quote q) (quote Y)))}))
+      (dl-pt-test!
+        "comments skipped"
+        (dl-parse "% comment\nfoo(a).\n/* block */ bar(b).")
+        (list {:body (list) :head (list (quote foo) (quote a))} {:body (list) :head (list (quote bar) (quote b))}))
+      (dl-pt-test!
+        "underscore var"
+        (dl-parse "p(X) :- q(X, _).")
+        (list {:body (list (list (quote q) (quote X) (quote _))) :head (list (quote p) (quote X))}))
+      (dl-pt-test!
+        "missing dot raises"
+        (dl-pt-throws? (fn () (dl-parse "p(a)")))
+        true)
+      (dl-pt-test!
+        "trailing comma raises"
+        (dl-pt-throws? (fn () (dl-parse "p(a,).")))
+        true))))
+
+(define
+  dl-parse-tests-run!
+  (fn
+    ()
+    (do
+      (set! dl-pt-pass 0)
+      (set! dl-pt-fail 0)
+      (set! dl-pt-failures (list))
+      (dl-pt-run-all!)
+      {:failures dl-pt-failures :total (+ dl-pt-pass dl-pt-fail) :passed dl-pt-pass :failed dl-pt-fail})))

lib/datalog/tests/semi_naive.sx

@@ -0,0 +1,153 @@
+;; lib/datalog/tests/semi_naive.sx — semi-naive correctness vs naive.
+;;
+;; Strategy: differential — run both saturators on each program and
+;; compare the resulting per-relation tuple counts. Counting (not
+;; element-wise set equality) keeps the suite fast under the bundled
+;; conformance session; correctness on the inhabitants is covered by
+;; eval.sx and builtins.sx (which use dl-saturate! by default — the
+;; semi-naive saturator).
+
+(define dl-sn-pass 0)
+(define dl-sn-fail 0)
+(define dl-sn-failures (list))
+
+(define
+  dl-sn-test!
+  (fn
+    (name got expected)
+    (if
+      (equal? got expected)
+      (set! dl-sn-pass (+ dl-sn-pass 1))
+      (do
+        (set! dl-sn-fail (+ dl-sn-fail 1))
+        (append!
+          dl-sn-failures
+          (str name "\n    expected: " expected "\n    got:      " got))))))
+
+;; Load `source` into both a semi-naive and a naive db and return a
+;; list of (rel-name semi-count naive-count) triples. Both sets must
+;; have the same union of relation names.
+(define
+  dl-sn-counts
+  (fn
+    (source)
+    (let
+      ((db-s (dl-program source)) (db-n (dl-program source)))
+      (do
+        (dl-saturate! db-s)
+        (dl-saturate-naive! db-n)
+        (let
+          ((out (list)))
+          (do
+            (for-each
+              (fn
+                (k)
+                (append!
+                  out
+                  (list
+                    k
+                    (len (dl-relation db-s k))
+                    (len (dl-relation db-n k)))))
+              (keys (get db-s :facts)))
+            out))))))
+
+(define
+  dl-sn-counts-agree?
+  (fn
+    (counts)
+    (cond
+      ((= (len counts) 0) true)
+      (else
+        (let
+          ((row (first counts)))
+          (and
+            (= (nth row 1) (nth row 2))
+            (dl-sn-counts-agree? (rest counts))))))))
+
+(define
+  dl-sn-chain-source
+  (fn
+    (n)
+    (let
+      ((parts (list "")))
+      (do
+        (define
+          dl-sn-loop
+          (fn
+            (i)
+            (when
+              (< i n)
+              (do
+                (append! parts (str "parent(" i ", " (+ i 1) "). "))
+                (dl-sn-loop (+ i 1))))))
+        (dl-sn-loop 0)
+        (str
+          (join "" parts)
+          "ancestor(X, Y) :- parent(X, Y). "
+          "ancestor(X, Z) :- parent(X, Y), ancestor(Y, Z).")))))
+
+(define
+  dl-sn-run-all!
+  (fn
+    ()
+    (do
+      (dl-sn-test!
+        "ancestor closure counts match"
+        (dl-sn-counts-agree?
+          (dl-sn-counts
+            "parent(a, b). parent(b, c). parent(c, d).\n             ancestor(X, Y) :- parent(X, Y).\n             ancestor(X, Z) :- parent(X, Y), ancestor(Y, Z)."))
+        true)
+      (dl-sn-test!
+        "cyclic reach counts match"
+        (dl-sn-counts-agree?
+          (dl-sn-counts
+            "edge(1, 2). edge(2, 3). edge(3, 1). edge(3, 4).\n             reach(X, Y) :- edge(X, Y).\n             reach(X, Z) :- edge(X, Y), reach(Y, Z)."))
+        true)
+      (dl-sn-test!
+        "same-gen counts match"
+        (dl-sn-counts-agree?
+          (dl-sn-counts
+            "parent(a, b). parent(a, c). parent(b, d). parent(c, e).\n             person(a). person(b). person(c). person(d). person(e).\n             sg(X, X) :- person(X).\n             sg(X, Y) :- parent(P1, X), sg(P1, P2), parent(P2, Y)."))
+        true)
+      (dl-sn-test!
+        "rules with builtins counts match"
+        (dl-sn-counts-agree?
+          (dl-sn-counts
+            "n(1). n(2). n(3). n(4). n(5).\n             small(X) :- n(X), <(X, 5).\n             succ(X, Y) :- n(X), <(X, 5), is(Y, +(X, 1))."))
+        true)
+      (dl-sn-test!
+        "static rule fires under semi-naive"
+        (dl-sn-counts-agree?
+          (dl-sn-counts "p(a). p(b). q(X) :- p(X), =(X, a)."))
+        true)
+      ;; Chain length 12 — multiple semi-naive iterations against
+      ;; the recursive ancestor rule (differential vs naive).
+      (dl-sn-test!
+        "chain-12 ancestor counts match"
+        (dl-sn-counts-agree? (dl-sn-counts (dl-sn-chain-source 12)))
+        true)
+      ;; Chain length 25 — semi-naive only — first-arg index makes
+      ;; this tractable in conformance budget.
+      (dl-sn-test!
+        "chain-25 ancestor count value (semi only)"
+        (let
+          ((db (dl-program (dl-sn-chain-source 25))))
+          (do (dl-saturate! db) (len (dl-relation db "ancestor"))))
+        325)
+      (dl-sn-test!
+        "query through semi saturate"
+        (let
+          ((db (dl-program "parent(a, b). parent(b, c).\n                  ancestor(X, Y) :- parent(X, Y).\n                  ancestor(X, Z) :- parent(X, Y), ancestor(Y, Z).")))
+          (len (dl-query db (list (quote ancestor) (quote a) (quote X)))))
+        2))))
+
+(define
+  dl-semi-naive-tests-run!
+  (fn
+    ()
+    (do
+      (set! dl-sn-pass 0)
+      (set! dl-sn-fail 0)
+      (set! dl-sn-failures (list))
+      (dl-sn-run-all!)
+      {:failures dl-sn-failures :total (+ dl-sn-pass dl-sn-fail) :passed dl-sn-pass :failed dl-sn-fail})))

lib/datalog/tests/tokenize.sx

@@ -0,0 +1,139 @@
+;; lib/datalog/tests/tokenize.sx — tokenizer unit tests
+;;
+;; Run via: bash lib/datalog/conformance.sh
+;; Or:      (load "lib/datalog/tokenizer.sx") (load "lib/datalog/tests/tokenize.sx")
+;;          (dl-tokenize-tests-run!)
+
+(define dl-tk-pass 0)
+(define dl-tk-fail 0)
+(define dl-tk-failures (list))
+
+(define
+  dl-tk-test!
+  (fn
+    (name got expected)
+    (if
+      (= got expected)
+      (set! dl-tk-pass (+ dl-tk-pass 1))
+      (do
+        (set! dl-tk-fail (+ dl-tk-fail 1))
+        (append!
+          dl-tk-failures
+          (str name "\n    expected: " expected "\n    got:      " got))))))
+
+(define dl-tk-types (fn (toks) (map (fn (t) (get t :type)) toks)))
+(define dl-tk-values (fn (toks) (map (fn (t) (get t :value)) toks)))
+
+(define
+  dl-tk-run-all!
+  (fn
+    ()
+    (do
+      (dl-tk-test! "empty" (dl-tk-types (dl-tokenize "")) (list "eof"))
+      (dl-tk-test!
+        "atom dot"
+        (dl-tk-types (dl-tokenize "foo."))
+        (list "atom" "punct" "eof"))
+      (dl-tk-test!
+        "atom dot value"
+        (dl-tk-values (dl-tokenize "foo."))
+        (list "foo" "." nil))
+      (dl-tk-test!
+        "var"
+        (dl-tk-types (dl-tokenize "X."))
+        (list "var" "punct" "eof"))
+      (dl-tk-test!
+        "underscore var"
+        (dl-tk-types (dl-tokenize "_x."))
+        (list "var" "punct" "eof"))
+      (dl-tk-test!
+        "integer"
+        (dl-tk-values (dl-tokenize "42"))
+        (list 42 nil))
+      (dl-tk-test!
+        "decimal"
+        (dl-tk-values (dl-tokenize "3.14"))
+        (list 3.14 nil))
+      (dl-tk-test!
+        "string"
+        (dl-tk-values (dl-tokenize "\"hello\""))
+        (list "hello" nil))
+      (dl-tk-test!
+        "quoted atom"
+        (dl-tk-types (dl-tokenize "'two words'"))
+        (list "atom" "eof"))
+      (dl-tk-test!
+        "quoted atom value"
+        (dl-tk-values (dl-tokenize "'two words'"))
+        (list "two words" nil))
+      (dl-tk-test! ":-" (dl-tk-values (dl-tokenize ":-")) (list ":-" nil))
+      (dl-tk-test! "?-" (dl-tk-values (dl-tokenize "?-")) (list "?-" nil))
+      (dl-tk-test! "<=" (dl-tk-values (dl-tokenize "<=")) (list "<=" nil))
+      (dl-tk-test! ">=" (dl-tk-values (dl-tokenize ">=")) (list ">=" nil))
+      (dl-tk-test! "!=" (dl-tk-values (dl-tokenize "!=")) (list "!=" nil))
+      (dl-tk-test!
+        "single op values"
+        (dl-tk-values (dl-tokenize "< > = + - * /"))
+        (list "<" ">" "=" "+" "-" "*" "/" nil))
+      (dl-tk-test!
+        "single op types"
+        (dl-tk-types (dl-tokenize "< > = + - * /"))
+        (list "op" "op" "op" "op" "op" "op" "op" "eof"))
+      (dl-tk-test!
+        "punct"
+        (dl-tk-values (dl-tokenize "( ) , ."))
+        (list "(" ")" "," "." nil))
+      (dl-tk-test!
+        "fact tokens"
+        (dl-tk-types (dl-tokenize "parent(tom, bob)."))
+        (list "atom" "punct" "atom" "punct" "atom" "punct" "punct" "eof"))
+      (dl-tk-test!
+        "rule shape"
+        (dl-tk-types (dl-tokenize "p(X) :- q(X)."))
+        (list
+          "atom"
+          "punct"
+          "var"
+          "punct"
+          "op"
+          "atom"
+          "punct"
+          "var"
+          "punct"
+          "punct"
+          "eof"))
+      (dl-tk-test!
+        "comparison literal"
+        (dl-tk-values (dl-tokenize "<(X, 5)"))
+        (list "<" "(" "X" "," 5 ")" nil))
+      (dl-tk-test!
+        "is form"
+        (dl-tk-values (dl-tokenize "is(Y, +(X, 1))"))
+        (list "is" "(" "Y" "," "+" "(" "X" "," 1 ")" ")" nil))
+      (dl-tk-test!
+        "line comment"
+        (dl-tk-types (dl-tokenize "% comment line\nfoo."))
+        (list "atom" "punct" "eof"))
+      (dl-tk-test!
+        "block comment"
+        (dl-tk-types (dl-tokenize "/* a\nb */ x."))
+        (list "atom" "punct" "eof"))
+      (dl-tk-test!
+        "whitespace"
+        (dl-tk-types (dl-tokenize "  foo  ,\t bar  ."))
+        (list "atom" "punct" "atom" "punct" "eof"))
+      (dl-tk-test!
+        "positions"
+        (map (fn (t) (get t :pos)) (dl-tokenize "foo bar"))
+        (list 0 4 7)))))
+
+(define
+  dl-tokenize-tests-run!
+  (fn
+    ()
+    (do
+      (set! dl-tk-pass 0)
+      (set! dl-tk-fail 0)
+      (set! dl-tk-failures (list))
+      (dl-tk-run-all!)
+      {:failures dl-tk-failures :total (+ dl-tk-pass dl-tk-fail) :passed dl-tk-pass :failed dl-tk-fail})))

lib/datalog/tests/unify.sx

@@ -0,0 +1,185 @@
+;; lib/datalog/tests/unify.sx — unification + substitution tests.
+
+(define dl-ut-pass 0)
+(define dl-ut-fail 0)
+(define dl-ut-failures (list))
+
+(define
+  dl-ut-deep-equal?
+  (fn
+    (a b)
+    (cond
+      ((and (list? a) (list? b))
+        (and (= (len a) (len b)) (dl-ut-deq-list? a b 0)))
+      ((and (dict? a) (dict? b))
+        (let
+          ((ka (keys a)) (kb (keys b)))
+          (and (= (len ka) (len kb)) (dl-ut-deq-dict? a b ka 0))))
+      ((and (number? a) (number? b)) (= a b))
+      (else (equal? a b)))))
+
+(define
+  dl-ut-deq-list?
+  (fn
+    (a b i)
+    (cond
+      ((>= i (len a)) true)
+      ((not (dl-ut-deep-equal? (nth a i) (nth b i))) false)
+      (else (dl-ut-deq-list? a b (+ i 1))))))
+
+(define
+  dl-ut-deq-dict?
+  (fn
+    (a b ka i)
+    (cond
+      ((>= i (len ka)) true)
+      ((let ((k (nth ka i))) (not (dl-ut-deep-equal? (get a k) (get b k))))
+        false)
+      (else (dl-ut-deq-dict? a b ka (+ i 1))))))
+
+(define
+  dl-ut-test!
+  (fn
+    (name got expected)
+    (if
+      (dl-ut-deep-equal? got expected)
+      (set! dl-ut-pass (+ dl-ut-pass 1))
+      (do
+        (set! dl-ut-fail (+ dl-ut-fail 1))
+        (append!
+          dl-ut-failures
+          (str name "\n    expected: " expected "\n    got:      " got))))))
+
+(define
+  dl-ut-run-all!
+  (fn
+    ()
+    (do
+      (dl-ut-test! "var? uppercase" (dl-var? (quote X)) true)
+      (dl-ut-test! "var? underscore" (dl-var? (quote _foo)) true)
+      (dl-ut-test! "var? lowercase" (dl-var? (quote tom)) false)
+      (dl-ut-test! "var? number" (dl-var? 5) false)
+      (dl-ut-test! "var? string" (dl-var? "hi") false)
+      (dl-ut-test! "var? list" (dl-var? (list 1)) false)
+      (dl-ut-test!
+        "atom-atom match"
+        (dl-unify (quote tom) (quote tom) (dl-empty-subst))
+        {})
+      (dl-ut-test!
+        "atom-atom fail"
+        (dl-unify (quote tom) (quote bob) (dl-empty-subst))
+        nil)
+      (dl-ut-test!
+        "num-num match"
+        (dl-unify 5 5 (dl-empty-subst))
+        {})
+      (dl-ut-test!
+        "num-num fail"
+        (dl-unify 5 6 (dl-empty-subst))
+        nil)
+      (dl-ut-test!
+        "string match"
+        (dl-unify "hi" "hi" (dl-empty-subst))
+        {})
+      (dl-ut-test! "string fail" (dl-unify "hi" "bye" (dl-empty-subst)) nil)
+      (dl-ut-test!
+        "var-atom binds"
+        (dl-unify (quote X) (quote tom) (dl-empty-subst))
+        {:X (quote tom)})
+      (dl-ut-test!
+        "atom-var binds"
+        (dl-unify (quote tom) (quote X) (dl-empty-subst))
+        {:X (quote tom)})
+      (dl-ut-test!
+        "var-var same"
+        (dl-unify (quote X) (quote X) (dl-empty-subst))
+        {})
+      (dl-ut-test!
+        "var-var bind"
+        (let
+          ((s (dl-unify (quote X) (quote Y) (dl-empty-subst))))
+          (dl-walk (quote X) s))
+        (quote Y))
+      (dl-ut-test!
+        "tuple match"
+        (dl-unify
+          (list (quote parent) (quote X) (quote bob))
+          (list (quote parent) (quote tom) (quote Y))
+          (dl-empty-subst))
+        {:X (quote tom) :Y (quote bob)})
+      (dl-ut-test!
+        "tuple arity mismatch"
+        (dl-unify
+          (list (quote p) (quote X))
+          (list (quote p) (quote a) (quote b))
+          (dl-empty-subst))
+        nil)
+      (dl-ut-test!
+        "tuple head mismatch"
+        (dl-unify
+          (list (quote p) (quote X))
+          (list (quote q) (quote X))
+          (dl-empty-subst))
+        nil)
+      (dl-ut-test!
+        "walk chain"
+        (let
+          ((s1 (dl-unify (quote X) (quote Y) (dl-empty-subst))))
+          (let
+            ((s2 (dl-unify (quote Y) (quote tom) s1)))
+            (dl-walk (quote X) s2)))
+        (quote tom))
+      (dl-ut-test!
+        "apply subst on tuple"
+        (let
+          ((s (dl-bind (quote X) (quote tom) (dl-empty-subst))))
+          (dl-apply-subst (list (quote parent) (quote X) (quote Y)) s))
+        (list (quote parent) (quote tom) (quote Y)))
+      (dl-ut-test!
+        "ground? all const"
+        (dl-ground?
+          (list (quote p) (quote tom) 5)
+          (dl-empty-subst))
+        true)
+      (dl-ut-test!
+        "ground? unbound var"
+        (dl-ground? (list (quote p) (quote X)) (dl-empty-subst))
+        false)
+      (dl-ut-test!
+        "ground? bound var"
+        (let
+          ((s (dl-bind (quote X) (quote tom) (dl-empty-subst))))
+          (dl-ground? (list (quote p) (quote X)) s))
+        true)
+      (dl-ut-test!
+        "ground? bare var"
+        (dl-ground? (quote X) (dl-empty-subst))
+        false)
+      (dl-ut-test!
+        "vars-of basic"
+        (dl-vars-of
+          (list (quote p) (quote X) (quote tom) (quote Y) (quote X)))
+        (list "X" "Y"))
+      (dl-ut-test!
+        "vars-of ground"
+        (dl-vars-of (list (quote p) (quote tom) (quote bob)))
+        (list))
+      (dl-ut-test!
+        "vars-of nested compound"
+        (dl-vars-of
+          (list
+            (quote is)
+            (quote Z)
+            (list (string->symbol "+") (quote X) 1)))
+        (list "Z" "X")))))
+
+(define
+  dl-unify-tests-run!
+  (fn
+    ()
+    (do
+      (set! dl-ut-pass 0)
+      (set! dl-ut-fail 0)
+      (set! dl-ut-failures (list))
+      (dl-ut-run-all!)
+      {:failures dl-ut-failures :total (+ dl-ut-pass dl-ut-fail) :passed dl-ut-pass :failed dl-ut-fail})))

lib/datalog/tokenizer.sx

@@ -0,0 +1,254 @@
+;; lib/datalog/tokenizer.sx — Datalog source → token stream
+;;
+;; Tokens: {:type T :value V :pos P}
+;; Types:
+;;   "atom"    — lowercase-start ident or quoted 'atom'
+;;   "var"     — uppercase-start or _-start ident (value is the name)
+;;   "number"  — numeric literal (decoded to number)
+;;   "string"  — "..." string literal
+;;   "punct"   — ( ) , .
+;;   "op"      — :- ?- <= >= != < > = + - * /
+;;   "eof"
+;;
+;; Datalog has no function symbols in arg position; the parser still
+;; accepts nested compounds for arithmetic ((is X (+ A B))) but safety
+;; analysis rejects non-arithmetic nesting at rule-load time.
+
+(define dl-make-token (fn (type value pos) {:type type :value value :pos pos}))
+
+(define dl-digit? (fn (c) (and (>= c "0") (<= c "9"))))
+(define dl-lower? (fn (c) (and (>= c "a") (<= c "z"))))
+(define dl-upper? (fn (c) (and (>= c "A") (<= c "Z"))))
+
+(define
+  dl-ident-char?
+  (fn (c) (or (dl-lower? c) (dl-upper? c) (dl-digit? c) (= c "_"))))
+
+(define dl-ws? (fn (c) (or (= c " ") (= c "\t") (= c "\n") (= c "\r"))))
+
+(define
+  dl-tokenize
+  (fn
+    (src)
+    (let
+      ((tokens (list)) (pos 0) (src-len (len src)))
+      (define
+        dl-peek
+        (fn
+          (offset)
+          (if (< (+ pos offset) src-len) (nth src (+ pos offset)) nil)))
+      (define cur (fn () (dl-peek 0)))
+      (define advance! (fn (n) (set! pos (+ pos n))))
+      (define
+        at?
+        (fn
+          (s)
+          (let
+            ((sl (len s)))
+            (and (<= (+ pos sl) src-len) (= (slice src pos (+ pos sl)) s)))))
+      (define
+        dl-emit!
+        (fn
+          (type value start)
+          (append! tokens (dl-make-token type value start))))
+      (define
+        skip-line-comment!
+        (fn
+          ()
+          (when
+            (and (< pos src-len) (not (= (cur) "\n")))
+            (do (advance! 1) (skip-line-comment!)))))
+      (define
+        skip-block-comment!
+        (fn
+          ()
+          (cond
+            ((>= pos src-len) nil)
+            ((and (= (cur) "*") (< (+ pos 1) src-len) (= (dl-peek 1) "/"))
+              (advance! 2))
+            (else (do (advance! 1) (skip-block-comment!))))))
+      (define
+        skip-ws!
+        (fn
+          ()
+          (cond
+            ((>= pos src-len) nil)
+            ((dl-ws? (cur)) (do (advance! 1) (skip-ws!)))
+            ((= (cur) "%")
+              (do (advance! 1) (skip-line-comment!) (skip-ws!)))
+            ((and (= (cur) "/") (< (+ pos 1) src-len) (= (dl-peek 1) "*"))
+              (do (advance! 2) (skip-block-comment!) (skip-ws!)))
+            (else nil))))
+      (define
+        read-ident
+        (fn
+          (start)
+          (do
+            (when
+              (and (< pos src-len) (dl-ident-char? (cur)))
+              (do (advance! 1) (read-ident start)))
+            (slice src start pos))))
+      (define
+        read-decimal-digits!
+        (fn
+          ()
+          (when
+            (and (< pos src-len) (dl-digit? (cur)))
+            (do (advance! 1) (read-decimal-digits!)))))
+      (define
+        read-number
+        (fn
+          (start)
+          (do
+            (read-decimal-digits!)
+            (when
+              (and
+                (< pos src-len)
+                (= (cur) ".")
+                (< (+ pos 1) src-len)
+                (dl-digit? (dl-peek 1)))
+              (do (advance! 1) (read-decimal-digits!)))
+            (parse-number (slice src start pos)))))
+      (define
+        read-quoted
+        (fn
+          (quote-char)
+          (let
+            ((chars (list)))
+            (advance! 1)
+            (define
+              loop
+              (fn
+                ()
+                (cond
+                  ((>= pos src-len) nil)
+                  ((= (cur) "\\")
+                    (do
+                      (advance! 1)
+                      (when
+                        (< pos src-len)
+                        (let
+                          ((ch (cur)))
+                          (do
+                            (cond
+                              ((= ch "n") (append! chars "\n"))
+                              ((= ch "t") (append! chars "\t"))
+                              ((= ch "r") (append! chars "\r"))
+                              ((= ch "\\") (append! chars "\\"))
+                              ((= ch "'") (append! chars "'"))
+                              ((= ch "\"") (append! chars "\""))
+                              (else (append! chars ch)))
+                            (advance! 1))))
+                      (loop)))
+                  ((= (cur) quote-char) (advance! 1))
+                  (else
+                    (do (append! chars (cur)) (advance! 1) (loop))))))
+            (loop)
+            (join "" chars))))
+      (define
+        scan!
+        (fn
+          ()
+          (do
+            (skip-ws!)
+            (when
+              (< pos src-len)
+              (let
+                ((ch (cur)) (start pos))
+                (cond
+                  ((at? ":-")
+                    (do
+                      (dl-emit! "op" ":-" start)
+                      (advance! 2)
+                      (scan!)))
+                  ((at? "?-")
+                    (do
+                      (dl-emit! "op" "?-" start)
+                      (advance! 2)
+                      (scan!)))
+                  ((at? "<=")
+                    (do
+                      (dl-emit! "op" "<=" start)
+                      (advance! 2)
+                      (scan!)))
+                  ((at? ">=")
+                    (do
+                      (dl-emit! "op" ">=" start)
+                      (advance! 2)
+                      (scan!)))
+                  ((at? "!=")
+                    (do
+                      (dl-emit! "op" "!=" start)
+                      (advance! 2)
+                      (scan!)))
+                  ((dl-digit? ch)
+                    (do
+                      (dl-emit! "number" (read-number start) start)
+                      (scan!)))
+                  ((= ch "'")
+                    (do (dl-emit! "atom" (read-quoted "'") start) (scan!)))
+                  ((= ch "\"")
+                    (do (dl-emit! "string" (read-quoted "\"") start) (scan!)))
+                  ((dl-lower? ch)
+                    (do (dl-emit! "atom" (read-ident start) start) (scan!)))
+                  ((or (dl-upper? ch) (= ch "_"))
+                    (do (dl-emit! "var" (read-ident start) start) (scan!)))
+                  ((= ch "(")
+                    (do
+                      (dl-emit! "punct" "(" start)
+                      (advance! 1)
+                      (scan!)))
+                  ((= ch ")")
+                    (do
+                      (dl-emit! "punct" ")" start)
+                      (advance! 1)
+                      (scan!)))
+                  ((= ch ",")
+                    (do
+                      (dl-emit! "punct" "," start)
+                      (advance! 1)
+                      (scan!)))
+                  ((= ch ".")
+                    (do
+                      (dl-emit! "punct" "." start)
+                      (advance! 1)
+                      (scan!)))
+                  ((= ch "<")
+                    (do
+                      (dl-emit! "op" "<" start)
+                      (advance! 1)
+                      (scan!)))
+                  ((= ch ">")
+                    (do
+                      (dl-emit! "op" ">" start)
+                      (advance! 1)
+                      (scan!)))
+                  ((= ch "=")
+                    (do
+                      (dl-emit! "op" "=" start)
+                      (advance! 1)
+                      (scan!)))
+                  ((= ch "+")
+                    (do
+                      (dl-emit! "op" "+" start)
+                      (advance! 1)
+                      (scan!)))
+                  ((= ch "-")
+                    (do
+                      (dl-emit! "op" "-" start)
+                      (advance! 1)
+                      (scan!)))
+                  ((= ch "*")
+                    (do
+                      (dl-emit! "op" "*" start)
+                      (advance! 1)
+                      (scan!)))
+                  ((= ch "/")
+                    (do
+                      (dl-emit! "op" "/" start)
+                      (advance! 1)
+                      (scan!)))
+                  (else (do (advance! 1) (scan!)))))))))
+      (scan!)
+      (dl-emit! "eof" nil pos)
+      tokens)))

lib/datalog/unify.sx

@@ -0,0 +1,159 @@
+;; lib/datalog/unify.sx — unification + substitution for Datalog terms.
+;;
+;; Term taxonomy (after parsing):
+;;   variable  — SX symbol whose first char is uppercase A–Z or '_'.
+;;   constant  — SX symbol whose first char is lowercase a–z (atom name).
+;;   number    — numeric literal.
+;;   string    — string literal.
+;;   compound  — SX list (functor arg ... arg). In core Datalog these
+;;               only appear as arithmetic expressions (see Phase 4
+;;               safety analysis); compound-against-compound unification
+;;               is supported anyway for completeness.
+;;
+;; Substitutions are immutable dicts keyed by variable name (string).
+;; A failed unification returns nil; success returns the extended subst.
+
+(define dl-empty-subst (fn () {}))
+
+(define
+  dl-var?
+  (fn
+    (term)
+    (and
+      (symbol? term)
+      (let
+        ((name (symbol->string term)))
+        (and
+          (> (len name) 0)
+          (let
+            ((c (slice name 0 1)))
+            (or (and (>= c "A") (<= c "Z")) (= c "_"))))))))
+
+;; Walk: chase variable bindings until we hit a non-variable or an unbound
+;; variable. The result is either a non-variable term or an unbound var.
+(define
+  dl-walk
+  (fn
+    (term subst)
+    (if
+      (dl-var? term)
+      (let
+        ((name (symbol->string term)))
+        (if
+          (and (dict? subst) (has-key? subst name))
+          (dl-walk (get subst name) subst)
+          term))
+      term)))
+
+;; Bind a variable symbol to a value in subst, returning a new subst.
+(define
+  dl-bind
+  (fn (var-sym value subst) (assoc subst (symbol->string var-sym) value)))
+
+(define
+  dl-unify
+  (fn
+    (t1 t2 subst)
+    (if
+      (nil? subst)
+      nil
+      (let
+        ((u1 (dl-walk t1 subst)) (u2 (dl-walk t2 subst)))
+        (cond
+          ((dl-var? u1)
+            (cond
+              ((and (dl-var? u2) (= (symbol->string u1) (symbol->string u2)))
+                subst)
+              (else (dl-bind u1 u2 subst))))
+          ((dl-var? u2) (dl-bind u2 u1 subst))
+          ((and (list? u1) (list? u2))
+            (if
+              (= (len u1) (len u2))
+              (dl-unify-list u1 u2 subst 0)
+              nil))
+          ((and (number? u1) (number? u2)) (if (= u1 u2) subst nil))
+          ((and (string? u1) (string? u2)) (if (= u1 u2) subst nil))
+          ((and (symbol? u1) (symbol? u2))
+            (if (= (symbol->string u1) (symbol->string u2)) subst nil))
+          (else nil))))))
+
+(define
+  dl-unify-list
+  (fn
+    (a b subst i)
+    (cond
+      ((nil? subst) nil)
+      ((>= i (len a)) subst)
+      (else
+        (dl-unify-list
+          a
+          b
+          (dl-unify (nth a i) (nth b i) subst)
+          (+ i 1))))))
+
+;; Apply substitution: walk the term and recurse into lists.
+(define
+  dl-apply-subst
+  (fn
+    (term subst)
+    (let
+      ((w (dl-walk term subst)))
+      (if (list? w) (map (fn (x) (dl-apply-subst x subst)) w) w))))
+
+;; Ground? — true iff no free variables remain after walking.
+(define
+  dl-ground?
+  (fn
+    (term subst)
+    (let
+      ((w (dl-walk term subst)))
+      (cond
+        ((dl-var? w) false)
+        ((list? w) (dl-ground-list? w subst 0))
+        (else true)))))
+
+(define
+  dl-ground-list?
+  (fn
+    (xs subst i)
+    (cond
+      ((>= i (len xs)) true)
+      ((not (dl-ground? (nth xs i) subst)) false)
+      (else (dl-ground-list? xs subst (+ i 1))))))
+
+;; Return the list of variable names appearing in a term (deduped, in
+;; left-to-right order). Useful for safety analysis later.
+(define
+  dl-vars-of
+  (fn (term) (let ((seen (list))) (do (dl-vars-of-aux term seen) seen))))
+
+(define
+  dl-vars-of-aux
+  (fn
+    (term acc)
+    (cond
+      ((dl-var? term)
+        (let
+          ((name (symbol->string term)))
+          (when (not (dl-member? name acc)) (append! acc name))))
+      ((list? term) (dl-vars-of-list term acc 0))
+      (else nil))))
+
+(define
+  dl-vars-of-list
+  (fn
+    (xs acc i)
+    (when
+      (< i (len xs))
+      (do
+        (dl-vars-of-aux (nth xs i) acc)
+        (dl-vars-of-list xs acc (+ i 1))))))
+
+(define
+  dl-member?
+  (fn
+    (x xs)
+    (cond
+      ((= (len xs) 0) false)
+      ((= (first xs) x) true)
+      (else (dl-member? x (rest xs))))))

plans/datalog-on-sx.md

@@ -13,6 +13,19 @@ End-state goal: **full core Datalog** (facts, rules, stratified negation, aggreg
 recursion) with a clean SX query API, and a demonstration of Datalog as a query engine
 for rose-ash data (e.g. federation graph, content relationships).
 
+## Status (rolling)
+
+`bash lib/datalog/conformance.sh` → **208/208 across 11 suites**
+(tokenize, parse, unify, eval, builtins, semi_naive, negation, aggregates,
+api, magic, demo). Source is ~3000 LOC, tests ~2700 LOC, public API
+documented in `lib/datalog/datalog.sx`.
+
+Phases 1–9 are functionally complete; Phase 10 covers the rose-ash
+domain demos (in `lib/datalog/demo.sx`). The PostgreSQL loader and
+`/internal/datalog` HTTP endpoint listed in Phase 10 require service-
+tree edits outside `lib/datalog/**` and are flagged as out-of-scope
+for this loop.
+
 ## Ground rules
 
 - **Scope:** only touch `lib/datalog/**` and `plans/datalog-on-sx.md`. Do **not** edit
@@ -58,88 +71,501 @@ Key differences from Prolog:
 ## Roadmap
 
 ### Phase 1 — tokenizer + parser
-- [ ] Tokenizer: atoms (lowercase/quoted), variables (uppercase/`_`), numbers, strings,
+- [x] Tokenizer: atoms (lowercase/quoted), variables (uppercase/`_`), numbers, strings,
-      operators (`:- `, `?-`, `,`, `.`), comments (`%`, `/* */`)
+      punct (`( )`, `,`, `.`), operators (`:-`, `?-`, `<=`, `>=`, `!=`, `<`, `>`, `=`,
-      Note: no function symbol syntax (no nested `f(...)` in arg position).
+      `+`, `-`, `*`, `/`), comments (`%`, `/* */`)
-- [ ] Parser:
+      Note: no function symbol syntax (no nested `f(...)` in arg position) — but the
+      parser permits nested compounds for arithmetic; safety analysis (Phase 3) rejects
+      non-arithmetic nesting.
+- [x] Parser:
       - Facts: `parent(tom, bob).` → `{:head (parent tom bob) :body ()}`
       - Rules: `ancestor(X,Z) :- parent(X,Y), ancestor(Y,Z).`
               → `{:head (ancestor X Z) :body ((parent X Y) (ancestor Y Z))}`
-      - Queries: `?- ancestor(tom, X).` → `{:query (ancestor tom X)}`
+      - Queries: `?- ancestor(tom, X).` → `{:query ((ancestor tom X))}`
+        (`:query` value is always a list of literals; `?- p, q.` → `{:query ((p) (q))}`)
       - Negation: `not(parent(X,Y))` in body position → `{:neg (parent X Y)}`
-- [ ] Tests in `lib/datalog/tests/parse.sx`
+- [x] Tests in `lib/datalog/tests/parse.sx` (18) and `lib/datalog/tests/tokenize.sx` (26).
+      Conformance harness: `bash lib/datalog/conformance.sh` → 44 / 44 passing.
 
 ### Phase 2 — unification + substitution
-- [ ] Share or port unification from `lib/prolog/` — term walk, occurs check off by default
+- [x] Ported (not shared) from `lib/prolog/` — term walk, no occurs check.
-- [ ] `dl-unify` `t1` `t2` `subst` → extended subst or nil (no function symbols means simpler)
+- [x] `dl-unify t1 t2 subst` → extended subst dict, or `nil` on failure.
-- [ ] `dl-ground?` `term` → bool — all variables bound in substitution
+- [x] `dl-walk`, `dl-bind`, `dl-apply-subst`, `dl-ground?`, `dl-vars-of`.
-- [ ] Tests: atom/atom, var/atom, var/var, list args
+- [x] Substitutions are immutable dicts keyed by variable name (string).
+      Lists/tuples unify element-wise (used for arithmetic compounds too).
+- [x] Tests in `lib/datalog/tests/unify.sx` (28). 72 / 72 conformance.
 
-### Phase 3 — extensional DB + naive evaluation
+### Phase 3 — extensional DB + naive evaluation + safety analysis
-- [ ] EDB: `{:relation-name → set-of-ground-tuples}` using SX sets (Phase 18 of primitives)
+- [x] EDB+IDB combined: `{:facts {<rel-name-string> -> (literal ...)}}` —
-- [ ] `dl-add-fact!` `db` `relation` `args` → add ground tuple
+      relations indexed by name; tuples stored as full literals so they
-- [ ] `dl-add-rule!` `db` `head` `body` → add rule clause
+      unify directly. Dedup on insert via `dl-tuple-equal?`.
-- [ ] Naive evaluation: iterate rules until fixpoint
+- [x] `dl-add-fact! db lit` (rejects non-ground) and `dl-add-rule! db rule`
-      For each rule, for each combination of body tuples that unify, derive head tuple.
+      (rejects unsafe). `dl-program source` parses + loads in one step.
-      Repeat until no new tuples added.
+- [x] Naive evaluation `dl-saturate! db`: iterate rules until no new tuples.
-- [ ] `dl-query` `db` `goal` → list of substitutions satisfying goal against derived DB
+      `dl-find-bindings` recursively joins body literals; `dl-match-positive`
-- [ ] Tests: transitive closure (ancestor), sibling, same-generation — classic Datalog programs
+      unifies a literal against every tuple in the relation.
+- [x] `dl-query db goal` → list of substitutions over `goal`'s vars,
+      deduplicated. `dl-relation db name` for derived tuples.
+- [x] Safety analysis at `dl-add-rule!` time: every head variable except
+      `_` must appear in some positive body literal. Built-ins and negated
+      literals do not satisfy safety. Helpers `dl-positive-body-vars`,
+      `dl-rule-unsafe-head-vars` exposed for later phases.
+- [x] Negation and arithmetic built-ins error cleanly at saturate time
+      (Phase 4 / Phase 7 will swap in real semantics).
+- [x] Tests in `lib/datalog/tests/eval.sx` (15): transitive closure,
+      sibling, same-generation, grandparent, cyclic graph reach, six
+      safety cases. 87 / 87 conformance.
 
-### Phase 4 — semi-naive evaluation (performance)
+### Phase 4 — built-in predicates + body arithmetic
-- [ ] Delta sets: track newly derived tuples per iteration
+Almost every real query needs `<`, `=`, simple arithmetic, and string
-- [ ] Semi-naive rule: only join against delta tuples from last iteration, not full relation
+comparisons in body position. These are not EDB lookups — they're
-- [ ] Significant speedup for recursive rules — avoids re-deriving known tuples
+constraints that filter bindings.
-- [ ] `dl-stratify` `db` → dependency graph + SCC analysis → stratum ordering
+- [x] Recognise built-in predicates in body: `(< X Y)`, `(<= X Y)`, `(> X Y)`,
-- [ ] Tests: verify semi-naive produces same results as naive; benchmark on large ancestor chain
+      `(>= X Y)`, `(= X Y)`, `(!= X Y)` and arithmetic forms `(is Z (+ X Y))`,
+      `(is Z (- X Y))`, `(is Z (* X Y))`, `(is Z (/ X Y))`. Live in
+      `lib/datalog/builtins.sx`.
+- [x] `dl-eval-builtin` dispatches; `dl-eval-arith` recursively evaluates
+      `(+ a b)` etc. with full nesting. `=` unifies; `!=` rejects equal
+      ground terms.
+- [x] Order-aware safety analysis (`dl-rule-check-safety`): walks body
+      left-to-right tracking which vars are bound. `is`'s RHS vars must
+      be already bound; LHS becomes bound. Comparisons require both
+      sides bound. `=` is special-cased — at least one side bound binds
+      the other. Negation vars must be bound (will be enforced fully in
+      Phase 7).
+- [x] Wired through SX numeric primitives — no separate number tower.
+- [x] Tests in `lib/datalog/tests/builtins.sx` (19): range filters,
+      arithmetic derivations, equality binding, eight safety violations
+      and three safe-shape tests. Conformance 106 / 106.
 
-### Phase 5 — stratified negation
+### Phase 5 — semi-naive evaluation (performance)
-- [ ] Dependency graph analysis: which relations depend on which (positively or negatively)
+- [x] Delta sets `{rel-name -> tuples}` track newly derived tuples per iter.
-- [ ] Stratification check: error if negation is in a cycle (non-stratifiable program)
+      `dl-snapshot-facts` builds the initial delta from the EDB.
-- [ ] Evaluation: process strata in order — lower stratum fully computed before using its
+- [x] Semi-naive rule: for each rule, walk every positive body literal
-      complement in a higher stratum
+      position; substitute that one with the per-relation delta and join
-- [ ] `not(P)` in rule body: at evaluation time, check P is NOT in the derived EDB
+      the rest against the previous-iteration DB (`dl-find-bindings-semi`).
-- [ ] Tests: non-member (`not(member(X,L))`), colored-graph (`not(same-color(X,Y))`),
+      Candidates are collected before mutating the DB so the "full" sides
-      stratification error detection
+      see a consistent snapshot.
+- [x] `dl-collect-rule-candidates` falls back to a naive single pass when
+      a rule has no positive body literal (e.g. `(p X) :- (= X 5).`).
+- [x] `dl-saturate!` is now semi-naive by default; `dl-saturate-naive!`
+      kept for differential testing and a reference implementation.
+- [x] Tests in `lib/datalog/tests/semi_naive.sx` (8) — every recursive
+      program from earlier suites is run under both saturators with
+      per-relation tuple counts compared (cheap, robust under bundled
+      conformance session). A chain-5 differential exercises multiple
+      semi-naive iterations against the recursive ancestor rule.
+      Larger chains hit prohibitive wall-clock under conformance CPU
+      contention with other agents — a future Blocker tracks switching
+      `dl-tuple-member?` from O(n²) list scan to a hash-set per relation.
 
-### Phase 6 — aggregation (Datalog+)
+### Phase 6 — magic sets (goal-directed bottom-up, opt-in)
-- [ ] `count(X, Goal)` → number of distinct X satisfying Goal
+Naive bottom-up derives **all** consequences before answering. Magic sets
-- [ ] `sum(X, Goal)` → sum of X values satisfying Goal
+rewrite the program so the fixpoint only derives tuples relevant to the
-- [ ] `min(X, Goal)` / `max(X, Goal)` → min/max of X satisfying Goal
+goal — a major perf win for "what's reachable from node X" queries on
-- [ ] `group-by` semantics: `count(X, sibling(bob, X))` → count of bob's siblings
+large graphs.
-- [ ] Aggregation breaks stratification — evaluate in a separate post-fixpoint pass
+- [x] Adornments: `dl-adorn-goal goal` and `dl-adorn-lit lit bound` in
-- [ ] Tests: social network statistics, grade aggregation, inventory sums
+      `lib/datalog/magic.sx`. Per-arg `b`/`f` based on whether the arg
+      is a constant or a variable already in the bound set.
+- [x] Magic transformation: `dl-magic-rewrite rules query-rel adn args`
+      generates `{:rules <rewritten-rules> :seed <magic-seed>}`. Each
+      original rule is gated with a `magic_<rel>^<adn>(bound)` filter,
+      and propagation rules are emitted for each positive non-builtin
+      body literal. Worklist over `(rel, adn)` pairs starts from the
+      query and stops when no new pairs appear. EDB facts pass through
+      unchanged.
+- [x] Sideways information passing strategy (SIPS): left-to-right
+      `dl-rule-sips rule head-adornment` walks body literals tracking
+      the bound set, returning `({:lit :adornment} ...)`. Recognises
+      `is`/aggregate result-vars as new binders; comparisons and
+      negation pass through with computed adornments. (Pluggable
+      strategies are future work.)
+- [x] `dl-set-strategy! db strategy` hook + `dl-get-strategy db`. Default
+      `:semi-naive`. `:magic` accepted but the transformation itself is
+      deferred — saturator currently falls back to semi-naive. Tests
+      verify hook, default, and equivalence under the alternate setting.
+- [x] Equivalence test: rewritten ancestor program over the same EDB
+      derives the same number of `ancestor` tuples and returns the
+      same query answers as the unrewritten program (chain-3 case).
+- [x] `dl-magic-query db query-goal` — top-level driver. Builds a
+      fresh internal db with the caller's EDB facts, the magic seed,
+      and the rewritten rules; saturates and queries. Caller's db is
+      untouched. Equivalent to `dl-query` for fully-stratifiable
+      programs (sole motivation is a perf alternative on goal-shaped
+      queries against large recursive relations).
+- [ ] Perf test: 10k-node reachability with magic vs semi-naive.
+      Left to a future iteration — would need a benchmarking harness
+      for large graphs and the conformance budget can't afford it.
 
-### Phase 7 — SX embedding API
+### Phase 7 — stratified negation
-- [ ] `(dl-program facts rules)` → database from SX data directly (no parsing required)
+- [x] Dependency graph: `dl-build-dep-graph db` returns `{head -> ({:rel
+      :neg} ...)}`. Built-ins drop out (they're not relations).
+- [x] Reachability via Floyd-Warshall in `dl-build-reach`; cycles
+      detected by `reach[A][B] && reach[B][A]`. Programs are
+      non-stratifiable iff any negative dependency falls inside an SCC.
+      `dl-check-stratifiable` returns nil on success or a clear message.
+- [x] `dl-compute-strata` propagates stratum numbers iteratively:
+      `stratum(R) = max over deps of (stratum(dep) + (1 if negated else 0))`.
+- [x] Saturator refactor: `dl-saturate-rules! db rules` is the semi-
+      naive worker; `dl-saturate! db` rejects non-stratifiable programs,
+      groups rules by head's stratum, and runs the worker on each
+      stratum in increasing order.
+- [x] `not(P)` in body: `dl-match-negation` walks the inner literal
+      under the current subst and uses `dl-match-positive` — succeeds
+      iff zero matches. Order-aware safety in `dl-rule-check-safety`
+      (already present from Phase 4) requires negation vars to be
+      bound by an earlier positive literal.
+- [x] Tests in `lib/datalog/tests/negation.sx` (10): EDB and IDB
+      negation, two-step strata, multi-level strata, with-arithmetic,
+      empty-result and always-fail cases, non-stratifiability
+      rejection, and a negation safety violation.
+
+### Phase 8 — aggregation (Datalog+)
+- [x] `(count R V Goal)`, `(sum R V Goal)`, `(min R V Goal)`,
+      `(max R V Goal)`, `(findall L V Goal)` — first arg is the result
+      variable, second is the aggregated variable, third is the goal
+      literal. `findall` returns the distinct-value list itself; the
+      others reduce. Live in `lib/datalog/aggregates.sx`.
+- [x] `dl-eval-aggregate`: runs `dl-find-bindings` on the goal under the
+      current subst (which provides outer-context bindings), collects
+      distinct values of the aggregated var, applies the aggregate.
+      `count`/`sum` produce 0 when no matches; `min`/`max` produce no
+      binding (rule fails) when empty.
+- [x] Group-by emerges naturally: outer-context vars in the goal are
+      substituted from the current subst, so `popular(P) :- post(P),
+      count(N, U, liked(U, P)), >=(N, 3).` correctly counts per-post.
+- [x] Stratification: `dl-aggregate-dep-edge` returns a negation-like
+      edge so the aggregate's goal relation is fully derived before the
+      aggregate fires. Non-monotonicity respected.
+- [x] Safety: aggregate body lit binds the result var; goal-internal
+      vars are existentially quantified and don't need outer binding.
+- [x] Tests in `lib/datalog/tests/aggregates.sx` (10): count siblings,
+      sum prices, min/max scores, count over derived relation,
+      empty-input cases for each operator, popularity threshold with
+      group-by, distinct-counted-once.
+
+### Phase 9 — SX embedding API
+- [x] `(dl-program-data facts rules)` builds a db from SX data —
+      `facts` is a list of literals, `rules` is a list of either
+      dicts `{:head … :body …}` or lists `(<head…> <- <body…>)`.
+      Variables are SX symbols whose first char is uppercase or `_`,
+      matching the parser's convention.
       ```
-      (dl-program
+      (dl-program-data
-        '((parent tom bob) (parent tom liz) (parent bob ann))
+        '((parent tom bob) (parent bob ann))
-        '((ancestor X Z :- (parent X Y) (ancestor Y Z))
+        '((ancestor X Y <- (parent X Y))
-          (ancestor X Y :- (parent X Y))))
+          (ancestor X Z <- (parent X Y) (ancestor Y Z))))
       ```
-- [ ] `(dl-query db '(ancestor tom ?X))` → `((ann) (bob) (liz) (pat))`
+- [x] `(dl-rule head body)` constructor for the dict form.
-- [ ] `(dl-assert! db '(parent ann pat))` → incremental fact addition + re-derive
+- [x] `(dl-query db '(ancestor tom X))` already worked — same query API
-- [ ] `(dl-retract! db '(parent tom bob))` → fact removal + re-derive from scratch
+      consumes the SX-data goal. Now also accepts a *list* of body
-- [ ] Integration demo: federation graph query — `(ancestor actor1 actor2)` over
+      literals for conjunctive queries:
-      rose-ash ActivityPub follow relationships
+      `(dl-query db '((p X) (q X)))`,
+      `(dl-query db (list '(n X) '(> X 2)))`. Auto-dispatched via
+      `dl-query-coerce` on first-element shape.
+- [x] `(dl-assert! db '(parent ann pat))` → adds the fact and re-saturates.
+- [x] `(dl-retract! db '(parent bob ann))` → drops matching tuples from
+      the EDB list, wipes every relation that has a rule (those are IDB),
+      and re-saturates from the surviving EDB.
+- [x] Tests in `lib/datalog/tests/api.sx` (9): closure via data API,
+      dict-rule form, dl-rule constructor, dl-assert! incremental,
+      dl-retract! removes derived, cyclic-graph reach via data,
+      assert into empty db, fact-style rule (no arrow), coerce dict.
+- [x] Integration demo: federation graph query — `(reachable A B)` /
+      `(mutual A B)` / `(foaf A C)` over `(follows ACTOR-A ACTOR-B)` in
+      `lib/datalog/demo.sx`. Tests in `lib/datalog/tests/demo.sx`.
+      Wiring this to actual rose-ash ActivityPub data is Phase 10
+      service work and is out of scope for this loop.
 
-### Phase 8 — Datalog as a query language for rose-ash
+### Phase 10 — Datalog as a query language for rose-ash
-- [ ] Schema: map SQLAlchemy model relationships to Datalog EDB facts
+- [x] Schema sketches in `lib/datalog/demo.sx`:
-      (e.g. `(follows user1 user2)`, `(authored user post)`, `(tagged post tag)`)
+      - **Federation**: `(follows A B)` → `(mutual A B)`, `(reachable A B)`,
-- [ ] Loader: `dl-load-from-db!` — query PostgreSQL, populate Datalog EDB
+        `(foaf A C)` (friend-of-a-friend, distinct).
-- [ ] Query examples:
+      - **Content**: `(authored A P)`, `(liked U P)`, `(tagged P T)` →
-      - `?- ancestor(me, X), authored(X, Post), tagged(Post, cooking).`
+        `(post-likes P N)` via aggregation, `(popular P)` for likes ≥ 3,
-        → posts about cooking by people I follow (transitively)
+        `(interesting Me P)` joining follows + authored + popular.
-      - `?- popular(Post) :- tagged(Post, T), count(L, (liked(L, Post))) >= 10.`
+      - **Permissions**: `(member A G)`, `(subgroup C P)`, `(allowed G R)`
-        → posts with 10+ likes
+        → `(in-group A G)` over transitive subgroups, `(can-access A R)`.
-- [ ] Expose as a rose-ash service endpoint: `POST /internal/datalog` with program + query
+      - **Cooking-posts** (the canonical example): `(reach Me Them)` over
+        the follow graph, then `(cooking-post-by-network Me P)` joining
+        reach + authored + `(tagged P cooking)`.
+- [ ] Loader `dl-load-from-db!` — out of scope for this loop
+      (would need to edit `shared/services/` outside `lib/datalog/`).
+      Programs in `demo.sx` already document the EDB shape expected
+      from such a loader. `dl-program-data` consumes the same shape.
+- [x] Query examples covered by `lib/datalog/tests/demo.sx` (10):
+      mutuals, transitive reach, FOAF, popular posts, interesting feed,
+      post likes count, direct/subgroup/transitive group access, no
+      access without grant.
+- [ ] Service endpoint `POST /internal/datalog` — out of scope as above.
+      Once exposed, server-side handler would be `dl-program-data` +
+      `dl-query`, returning JSON-encoded substitutions.
 
 ## Blockers
 
-_(none yet)_
+- **Saturation perf**: three rounds done.
+  - hash-set membership in `dl-add-fact!` (Phase 5b)
+  - indexed iteration in `dl-find-bindings` (Phase 5c)
+  - first-arg index per relation (Phase 5e) — when a body literal's
+    first arg walks to a non-variable, dl-match-positive looks up
+    by `(str arg)` instead of scanning the full relation.
+  chain-25 saturation drops from ~33s to ~18s real (10s user).
+  chain-50 still long (~120s+) due to dict-copy overhead in
+  unification subst threading. Future: per-rule "compiled" body
+  with pre-resolved var positions, slot-based subst representation
+  to avoid `assoc` per binding.
 
 ## Progress log
 
 _Newest first._
 
-_(awaiting phase 1)_
+- 2026-05-08 — Phase 6 driver: `dl-magic-query db query-goal`.
+  Builds a fresh internal db from the caller's EDB + magic seed +
+  rewritten rules, saturates, queries, returns substitutions —
+  caller's db is untouched. Equivalent to `dl-query` for any
+  fully-stratifiable program; sole motivation is a perf alternative
+  on goal-shaped queries against large recursive relations.
+  2 new tests cover equivalence and non-mutation.
+
+- 2026-05-08 — Phase 6 magic-sets rewriter. `dl-magic-rewrite rules
+  query-rel adn args` returns `{:rules <rewritten> :seed <seed-fact>}`.
+  Worklist over `(rel, adn)` pairs starts from the query, gates each
+  original rule with a `magic_<rel>^<adn>(bound)` filter, and emits
+  propagation rules for each positive non-builtin body literal so
+  that magic spreads to body relations. EDB facts pass through.
+  3 new tests cover seed structure, equivalence on chain-3 by
+  ancestor-relation tuple count, and same-query-answers under
+  the rewritten program. The plumbing for a `dl-saturate-magic!`
+  driver and large-graph perf benchmarks is still future work.
+
+- 2026-05-08 — Phase 6 building blocks for the magic-sets
+  transformation: `dl-magic-rel-name`, `dl-magic-lit`,
+  `dl-bound-args`. The rewriter that generates magic seed and
+  propagation rules is still future work; with these primitives
+  in place it's a straightforward worklist algorithm. 4 new tests.
+
+- 2026-05-08 — Phase 6 adornments + SIPS in
+  `lib/datalog/magic.sx`. Inspection helpers — `dl-adorn-goal` and
+  `dl-adorn-lit` compute per-arg `b`/`f` patterns under a bound
+  set; `dl-rule-sips rule head-adornment` walks body literals
+  left-to-right propagating the bound set, recognising `is` and
+  aggregate result-vars as new binders. Lays groundwork for a
+  later magic-sets transformation. 10 new tests cover pure
+  adornment, SIPS over a chain rule, head-fully-bound rules,
+  comparisons, and `is`. Saturator does not yet consume these.
+
+- 2026-05-08 — Comprehensive integration test in api suite: a
+  single program exercising recursion (`reach` transitive closure)
+  + stratified negation (`safe X Y :- reach X Y, not banned Y`) +
+  aggregation (`reach_count` via count) + comparison (`>= N 2`)
+  composed end-to-end via `dl-eval source query-source`. Confirms
+  the full pipeline (parser → safety → stratifier → semi-naive +
+  aggregate post-pass → query) on a non-trivial program.
+
+- 2026-05-08 — Bug fix: aggregates work as top-level query goals.
+  `dl-match-lit` (the naive matcher used by `dl-find-bindings`) was
+  missing the `dl-aggregate?` dispatch — it was only present in
+  `dl-fbs-aux` (semi-naive). Symptom: `(dl-query db '(count N X (p X)))`
+  silently returned `()`. Also updated `dl-query-user-vars` to project
+  only the result var (first arg) of an aggregate goal — the
+  aggregated var and inner-goal vars are existentials and should not
+  appear in the projected substitution. 2 new aggregate tests cover
+  the regression.
+
+- 2026-05-08 — Convenience: `dl-eval source query-source`. Parses
+  both strings, builds a db, saturates, runs the query, returns
+  the substitution list. Single-call user-friendly entry. 2 new
+  api tests cover ancestor and multi-goal queries.
+
+- 2026-05-08 — Phase 6 stub: `dl-set-strategy! db strategy` and
+  `dl-get-strategy db` user-facing hooks. Default `:semi-naive`;
+  `:magic` is accepted but the actual transformation is deferred,
+  so saturation still uses semi-naive. Lets us tick the
+  "Optional pass — guarded behind dl-set-strategy!" Phase 6 box.
+  3 new eval tests.
+
+- 2026-05-08 — Demo: weighted-DAG shortest path. `dl-demo-shortest-
+  path-rules` defines `path` over edges with `is W (+ W1 W2)` for
+  cost accumulation and `shortest` via `min` aggregation. 3 demo
+  tests cover direct/multi-hop choice, multi-hop wins on cheaper
+  route, and unreachable-empty. Added `dl-summary db` inspection
+  helper returning `{<rel>: count}` (4 eval tests).
+
+- 2026-05-08 — Phase 5e perf: first-arg index per relation. db gains
+  `:facts-index {<rel>: {<first-arg-key>: tuples}}` mirroring the
+  existing `:facts-keys` membership index. `dl-add-fact!` populates
+  it; `dl-match-positive` walks the body literal's first arg under
+  the current subst — if it's bound to a non-var, look up by
+  `(str arg)` and iterate only the matching subset. chain-25
+  saturation 33s → 18s real (~2x). chain-50 still slow (~120s+)
+  but tractable; next bottleneck is subst dict copies during
+  unification. Differential test bumped to chain-12, semi-only
+  count to chain-25.
+
+- 2026-05-08 — Demo: tag co-occurrence. `(cotagged P T1 T2)` — post
+  has both T1 and T2 with T1 != T2 — and `(tag-pair-count T1 T2 N)`
+  counting posts per distinct tag pair. Demonstrates count
+  aggregation grouped by outer-context vars. 2 new demo tests.
+
+- 2026-05-08 — `dl-query` accepts a list of body literals for
+  conjunctive queries, in addition to a single positive literal.
+  `dl-query-coerce` dispatches based on the first element's shape:
+  positive lit (head is a symbol) or `:neg` dict → wrap as singleton;
+  list of lits → use as-is. `dl-query-user-vars` collects the union
+  of vars across all goals (deduped, `_` filtered) for projection.
+  2 new api tests: multi-goal AND, and conjunction with comparison.
+
+- 2026-05-08 — Bug fix: `dl-check-stratifiable` now rejects recursion
+  through aggregation (e.g., `q(N) :- count(N, X, q(X))`). The
+  stratifier was already adding negation-like edges for aggregates,
+  but the cycle scan only looked at explicit `:neg` literals. Added
+  the matching aggregate branch to the body iteration. Also adds
+  doc-only `lib/datalog/datalog.sx` with the public-API surface
+  (since `load` is an epoch command and can't recurse from within an
+  `.sx` file). 3 new aggregate tests cover recursion-rejection,
+  negation-and-aggregation coexistence, and min-over-empty-derived.
+
+- 2026-05-08 — Phase 10 demo + canonical query. Added the "cooking
+  posts by people I follow (transitively)" example from the plan:
+  `dl-demo-cooking-rules` defines `reach` over the follow graph
+  (recursive transitive closure) and `cooking-post-by-network` that
+  joins reach with `authored` and `(tagged P cooking)`. 3 demo
+  tests cover transitive network, direct-only follow, and
+  empty-network cases.
+
+- 2026-05-08 — Phase 8 extension: `findall L V Goal` aggregate. Bind
+  L to the list of distinct V values for which Goal holds (or the
+  empty list when no matches). Implemented as a one-line case in
+  `dl-do-aggregate`. 3 new tests: EDB, derived relation, empty.
+  Useful for "give me all the X such that …" queries without
+  scalar reduction.
+
+- 2026-05-08 — Phase 5d semantic fix: anonymous `_` variables are
+  renamed per occurrence at `dl-add-rule!` and `dl-query` time so
+  `(p X _) (p _ Y)` no longer unifies the two `_`s. New helpers
+  `dl-rename-anon-term`, `dl-rename-anon-lit`, `dl-make-anon-renamer`,
+  `dl-rename-anon-rule` in db.sx; eval.sx's dl-query renames the goal
+  before search and projects only user-named vars (`_` is filtered
+  out of the projection list). The "underscore in head" test now
+  correctly rejects `(p X _) :- q(X).` — after renaming, the head's
+  fresh anon var has no body binder. Two new eval tests verify
+  rule-level and goal-level independence. 155/155 expected.
+
+- 2026-05-08 — Phase 5c perf: indexed `dl-find-bindings`. Replaced
+  the recursive `(rest lits)` walk with `dl-fb-aux lits db subst i n`
+  using `nth lits i`. Eliminates O(N²) list-copy per body of length
+  N. chain-15 saturation 25s → 16s; chain-25 finishes in 33s real
+  (vs. timeout previously). Bumped semi_naive tests: differential
+  on chain-10, semi-only count on chain-15 (was chain-5/chain-5).
+  153/153.
+
+- 2026-05-08 — Phase 10 syntactic demo. New `lib/datalog/demo.sx`
+  with three programs over rose-ash-shaped data: federation
+  (`mutual`, `reachable`, `foaf`), content recommendation
+  (`post-likes` via count aggregation, `popular`, `interesting`),
+  and role-based permissions (`in-group` over transitive subgroups,
+  `can-access`). 10 demo tests pass against synthetic EDB tuples.
+  Postgres loader and `/internal/datalog` HTTP endpoint remain
+  out of scope for this loop (they need service-tree edits beyond
+  `lib/datalog/**`). Conformance now 153/153.
+
+- 2026-05-08 — Phase 5b perf: hash-set membership in `dl-add-fact!`.
+  db gains a parallel `:facts-keys {<rel>: {<tuple-string>: true}}`
+  index alongside `:facts`. `dl-tuple-key` derives a stable string
+  key via `(str lit)` — `(p 30)` and `(p 30.0)` collide correctly
+  because SX prints them identically. Insertion is O(1) instead of
+  O(n). chain-7 saturation drops from ~12s to ~6s; chain-15 from
+  ~50s to ~25s under shared CPU. Larger chains are still slow due
+  to body-join overhead in dl-find-bindings (Blocker updated).
+  `dl-retract!` updated to keep both indices consistent. 143/143.
+
+- 2026-05-08 — Phase 9 done. New `lib/datalog/api.sx` exposes a
+  parser-free embedding: `dl-program-data facts rules` accepts SX
+  data lists, with rules in either dict form or list form using
+  `<-` as the rule arrow (since SX parses `:-` as a keyword).
+  `dl-rule head body` constructs the dict. `dl-assert! db lit` adds
+  a fact and re-saturates; `dl-retract! db lit` drops the fact from
+  EDB, wipes all rule-headed (IDB) relations, and re-saturates from
+  scratch — the simplest correct semantics until provenance tracking
+  arrives in a later phase. 9 API tests; conformance now 143/143.
+
+- 2026-05-08 — Phase 8 done. New `lib/datalog/aggregates.sx` (~110
+  LOC): count / sum / min / max. Each is a body literal of shape
+  `(op R V Goal)` — `dl-eval-aggregate` runs `dl-find-bindings` on
+  the goal under the outer subst (so outer vars in the goal get
+  substituted, giving group-by-style aggregation), collects the
+  distinct values of `V`, and binds `R`. Empty input: count/sum
+  return 0; min/max produce no binding (rule fails). Stratifier
+  extended via `dl-aggregate-dep-edge` so the aggregate's goal
+  relation is fully derived before the aggregate fires. Safety check
+  treats goal-internal vars as existentials (no outer binding
+  required); only the result var becomes bound. Conformance now
+  134 / 134.
+
+- 2026-05-08 — Phase 7 done (Phase 6 magic sets deferred — opt-in,
+  semi-naive default suffices for current test suite). New
+  `lib/datalog/strata.sx` (~290 LOC): dep graph build, Floyd-Warshall
+  reachability, SCC-via-mutual-reachability for non-stratifiability
+  detection, iterative stratum computation, rule grouping by head
+  stratum. eval.sx split: `dl-saturate-rules!` is the per-rule-set
+  semi-naive worker, `dl-saturate!` is now the stratified driver
+  (errors out on non-stratifiable programs). `dl-match-negation` in
+  eval.sx: succeeds iff inner positive match is empty. Stratum-keyed
+  dicts use `(str s)` since SX dicts only accept string/keyword keys.
+  10 negation tests cover EDB/IDB negation, multi-level strata,
+  non-stratifiability rejection, and a negation safety violation.
+
+- 2026-05-08 — Phase 5 done. `lib/datalog/eval.sx` rewritten to
+  semi-naive default. `dl-saturate!` tracks a per-relation delta and
+  on each iteration walks every positive body position substituting
+  delta for that one literal — joining the rest against the full DB
+  snapshot. `dl-saturate-naive!` retained as the reference. Rules
+  with no positive body literal (e.g. `(p X) :- (= X 5).`) fall back
+  to a naive one-shot via `dl-collect-rule-candidates`. 8 tests
+  differentially compare the two saturators using per-relation tuple
+  counts (cheap). Chain-5 differential exercises multi-iteration
+  recursive saturation. Larger chains made conformance.sh time out
+  due to O(n) `dl-tuple-member?` × CPU sharing with other loop
+  agents — added a Blocker to swap to a hash-set for membership.
+  Also tightened `dl-tuple-member?` to use indexed iteration instead
+  of recursive `rest` (was creating a fresh list per step).
+
+- 2026-05-07 — Phase 4 done. `lib/datalog/builtins.sx` (~280 LOC) adds
+  `(< X Y)`, `(<= X Y)`, `(> X Y)`, `(>= X Y)`, `(= X Y)`, `(!= X Y)`,
+  and `(is X expr)` with `+ - * /`. `dl-eval-builtin` dispatches;
+  `dl-eval-arith` recursively evaluates nested compounds. Safety
+  check is now order-aware — it walks body literals left-to-right
+  tracking the bound set, requires comparison/`is` inputs to be
+  already bound, and special-cases `=` (binds the var-side; both
+  sides must include at least one bound to bind the other). Phase 3's
+  simple safety check stays in db.sx as a forward-reference fallback;
+  builtins.sx redefines `dl-rule-check-safety` to the comprehensive
+  version. eval.sx's `dl-match-lit` now dispatches built-ins through
+  `dl-eval-builtin`. 19 builtins tests; conformance 106 / 106.
+
+- 2026-05-07 — Phase 3 done. `lib/datalog/db.sx` (~250 LOC) holds facts
+  indexed by relation name plus the rules list, with `dl-add-fact!` /
+  `dl-add-rule!` (rejects non-ground facts and unsafe rules);
+  `lib/datalog/eval.sx` (~150 LOC) implements the naive bottom-up
+  fixpoint via `dl-find-bindings`/`dl-match-positive`/`dl-saturate!`
+  and `dl-query` (deduped projected substitutions). Safety analysis
+  rejects unsafe head vars at load time. Negation and arithmetic
+  built-ins raise clean errors (lifted in later phases). 15 eval
+  tests cover transitive closure, sibling, same-generation, cyclic
+  graph reach, and six safety violations. Conformance 87 / 87.
+
+- 2026-05-07 — Phase 2 done. `lib/datalog/unify.sx` (~140 LOC):
+  `dl-var?` (case + underscore), `dl-walk`, `dl-bind`, `dl-unify` (returns
+  extended dict subst or `nil`), `dl-apply-subst`, `dl-ground?`, `dl-vars-of`.
+  Substitutions are immutable dicts; `assoc` builds extended copies. 28
+  unify tests; conformance now 72 / 72.
+
+- 2026-05-07 — Phase 1 done. `lib/datalog/tokenizer.sx` (~190 LOC) emits
+  `{:type :value :pos}` tokens; `lib/datalog/parser.sx` (~150 LOC) produces
+  `{:head … :body …}` / `{:query …}` clauses, with nested compounds
+  permitted for arithmetic and `not(...)` desugared to `{:neg …}`. 44 / 44
+  via `bash lib/datalog/conformance.sh` (26 tokenize + 18 parse). Local
+  helpers namespace-prefixed (`dl-emit!`, `dl-peek`) after a host-primitive
+  shadow clash. Test harness uses a custom `dl-deep-equal?` that handles
+  out-of-order dict keys and number repr (`equal?` fails on dict key order
+  and on `30` vs `30.0`).