Bug: dl-match-lit (the naive matcher used by dl-find-bindings)
was missing dl-aggregate? dispatch — it was only present in
dl-fbs-aux (semi-naive). Symptom:
(dl-query db '(count N X (p X)))
silently returned ().
Two fixes:
- Add aggregate branch to dl-match-lit before the positive case.
- dl-query-user-vars now projects only the result var (first arg)
of an aggregate goal — the aggregated var and inner-goal vars
are existentials and should not leak into substitutions.
2 new aggregate tests cover count and findall as direct query goals.
Single-call entry: dl-eval source-string query-string parses
both, builds a db via dl-program, saturates implicitly, runs
the query (extracted from the parsed `?- ...` clause), and
returns the substitution list.
Most user-friendly path:
(dl-eval "parent(a, b). ..." "?- ancestor(a, X).")
2 new api tests cover ancestor and multi-goal usage.
Adds a user-facing strategy hook: dl-set-strategy! db strategy and
dl-get-strategy db. Default :semi-naive; :magic is accepted but
the actual transformation is deferred — the saturator currently
falls back to semi-naive regardless. Lets us tick the Phase 6
"Optional pass — guarded behind dl-set-strategy!" checkbox while
keeping the equivalence/perf tests pending future work.
3 new eval tests.
dl-demo-shortest-path-rules: path enumerates X→Z with cost
W = sum of edge weights via is/+; shortest filters to the
minimum cost path per (X, Y) pair via min aggregation.
3 demo tests cover direct/multi-hop choice, multi-hop wins on
cheaper route, and unreachable-empty.
Note: cycles produce infinite distance values without a depth
filter; the rule docstring flags this and suggests adding
(<, D, MAX) for graphs that may cycle.
Returns {<rel-name>: tuple-count} for relations with any tuples
or that are rule-headed (so empty IDB shows as :rel 0 rather than
disappearing). Skips placeholder entries from internal
dl-ensure-rel! calls. 4 tests cover basic, empty IDB, mixed
EDB+IDB, and empty-db cases.
db gains :facts-index {<rel>: {<first-arg-key>: tuples}} mirroring
the membership :facts-keys index. dl-add-fact! populates the index;
dl-match-positive walks the body literal's first arg under the
current subst — when it's bound to a non-var, look up by (str arg)
instead of scanning the full relation.
For chain-style recursive rules (parent X Y), (ancestor Y Z) the
inner Y has at most one parent, so the inner lookup returns 0–1
tuples instead of N. chain-25 saturation drops from ~33s to ~18s
real (~2x). chain-50 still long but tractable; next bottleneck is
subst dict copies during unification.
dl-retract! refreshed to keep the new index consistent: kept-index
rebuilt during EDB filter, IDB wipes clear all three slots.
Differential semi-naive test bumped to chain-12, semi-only count
test to chain-25.
Adds (cotagged P T1 T2) — P has both T1 and T2 with T1 != T2 — and
(tag-pair-count T1 T2 N) which counts posts cotagged with each
distinct (T1, T2) pair. Demonstrates count aggregation against a
recursive-then-aggregated stream of derived tuples.
2 new demo tests: cooking + vegetarian co-occurrence on a small
data set, and a count-of-co-occurrences query.
dl-query now auto-dispatches on the first element's shape:
- positive literal (head is a symbol) or {:neg ...} dict → wrap
- list of literals → conjunctive query
dl-query-coerce normalizes; dl-query-user-vars collects the union
of user-named vars (deduped, '_' filtered) for projection. Old
single-literal callers unchanged.
(dl-query db '(p X)) ; single
(dl-query db '((p X) (q X))) ; conjunction
(dl-query db (list '(n X) '(> X 2))) ; with comparison
2 new api tests cover multi-goal AND and conjunction with comparison.
Bug: dl-check-stratifiable iterated body literals looking only for
explicit :neg literals, missing aggregate cycles. Now also walks
aggregates via dl-aggregate-dep-edge — q(N) :- count(N, X, q(X))
correctly errors out at saturation time.
3 new tests cover:
- recursion-through-aggregation rejected
- negation + aggregation coexist when in different strata
- min over empty derived relation produces no result
Adds the canonical Phase 10 example from the plan: "Posts about
cooking by people I follow (transitively)." dl-demo-cooking-rules
defines reach over the follow graph (recursive transitive closure)
and cooking-post-by-network joining reach + authored + (tagged P
cooking). 3 new demo tests cover transitive network, direct-only
follow, and empty-network cases.
(findall L V Goal) — bind L to the distinct V values for which Goal
holds, or the empty list when none. One-line addition to
dl-do-aggregate that returns the unreduced list. Tests cover EDB,
derived relation, and empty cases.
Useful for "give me all the X such that ..." queries without
scalar reduction.
(p X _), (p _ Y) — the two _ are now different variables, matching
standard Datalog semantics. Previously both _ symbols were the same
SX symbol, so unification across them gave wrong answers.
Fix in db.sx: dl-rename-anon-term + dl-rename-anon-lit walk a term
or literal and replace each '_' symbol with a fresh _anon<N>.
dl-make-anon-renamer returns a counter-based name generator scoped
per call. dl-rename-anon-rule applies it to head and body of a
rule. dl-add-rule! invokes the renamer before safety check.
eval.sx: dl-query renames anon vars in the goal before search and
filters '_' out of the projection so user-facing results aren't
polluted with internal _anon<N> bindings.
The previous "underscore in head ok" test now correctly rejects
(p X _) :- q(X) as unsafe (the head's fresh anon var has no body
binder). New "underscore in body only" test confirms the safe
case. Two regression tests for rule-level and goal-level
independence.
dl-find-bindings now uses dl-fb-aux lits db subst i n (indexed
iteration via nth) instead of recursive (rest lits). 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 to chain-10 differential + chain-15
semi-only count (was chain-5/chain-5). Blocker entry refreshed.
New lib/datalog/demo.sx with three Datalog-as-query-language demos
over synthetic rose-ash data:
Federation: (mutual A B), (reachable A B), (foaf A C) over a
follows graph.
Content: (post-likes P N) via count aggregation, (popular P)
for likes >= 3, (interesting Me P) joining follows
+ authored + popular.
Permissions: (in-group A G) over transitive subgroup chains,
(can-access A R).
10 tests run each program against in-memory EDB tuples loaded via
dl-program-data.
Wiring to PostgreSQL and exposing as a service endpoint (/internal
/datalog) is out of scope for this loop — both would require
edits outside lib/datalog/. Programs above document the EDB shape
a real loader would populate.
db gains a parallel :facts-keys {<rel>: {<tuple-string>: true}}
index alongside :facts. dl-tuple-key derives a stable string via
(str lit) — (p 30) and (p 30.0) collide correctly because SX
prints them identically. dl-add-fact! membership is now O(1)
instead of O(n) list scan; insert sequences for relations sized
N drop from O(N²) to O(N).
Wall clock on chain-7 saturation halves (~12s → ~6s); chain-15
roughly halves (~50s → ~25s) under shared CPU. Larger chains
still slow due to body-join overhead in dl-find-bindings —
Blocker entry refreshed with proposed follow-ups.
dl-retract! keeps both indices consistent: kept-keys is rebuilt
during the EDB filter, IDB wipes clear both lists and key dicts.
New lib/datalog/api.sx: dl-program-data facts rules takes SX data
lists. Rules accept either dict form or list form using <- as the
rule arrow (since SX parses :- as a keyword). dl-rule constructor
for the dict shape. dl-assert! adds a fact and re-saturates;
dl-retract! drops EDB matches, wipes all rule-headed IDB
relations, and re-saturates from scratch — simplest correct
semantics until provenance tracking arrives.
9 API tests cover ancestor closure via data, dict-rule form,
dl-rule constructor, incremental assert/retract, cyclic-graph
reach, assert into empty, fact-style rule (no arrow), dict
passthrough.
New lib/datalog/aggregates.sx: (count R V Goal), (sum R V Goal),
(min R V Goal), (max R V Goal). dl-eval-aggregate runs
dl-find-bindings on the goal under the outer subst, collects
distinct values of V, applies the operator, binds R. Empty input:
count/sum return 0; min/max produce no binding (rule fails).
Group-by emerges naturally from outer-subst substitution into the
goal — `popular(P) :- post(P), count(N, U, liked(U, P)), >=(N, 3).`
counts per-post.
Stratifier extended: dl-aggregate-dep-edge contributes a
negation-like edge so the aggregate's goal relation is fully
derived before the aggregate fires (non-monotonicity respected).
Safety relaxed for aggregates: goal-internal vars are existentials,
only the result var becomes bound.
New lib/datalog/strata.sx: dl-build-dep-graph (relation -> deps with
:neg flag), Floyd-Warshall reachability, SCC-via-mutual-reach for
non-stratifiability detection, iterative dl-compute-strata, and
dl-group-rules-by-stratum.
eval.sx refactor:
- dl-saturate-rules! db rules — semi-naive worker over a rule subset
- dl-saturate! db — stratified driver. Rejects non-stratifiable
programs at saturation time, then iterates strata in order
- dl-match-negation — succeeds iff inner positive match is empty
Order-aware safety in dl-rule-check-safety (Phase 4) already
required negation vars to be bound by a prior positive literal.
Stratum dict keys are strings (SX dicts don't accept ints).
Phase 6 magic sets deferred — opt-in path, semi-naive default
suffices for current workloads.
dl-saturate! is now semi-naive: tracks a per-relation delta dict,
and on each iteration walks every positive body-literal position,
substituting the delta of its relation while joining the rest
against the previous-iteration DB. Candidates are collected before
mutating the DB so the "full" sides see a consistent snapshot.
Rules with no positive body literal (e.g. (p X) :- (= X 5).)
fall back to a one-shot naive pass via dl-collect-rule-candidates.
dl-saturate-naive! retained as the reference implementation; 8
differential tests compare per-relation tuple counts on every
recursive program. Switched dl-tuple-member? to indexed iteration
instead of recursive rest (eliminates per-step list copy). Larger
chains under bundled conformance trip O(n) membership × CPU
sharing — added a Blocker to swap relations to hash-set membership.
New lib/datalog/builtins.sx: (< <= > >= = !=) and (is X expr) with
+ - * /. dl-eval-arith recursively evaluates nested compounds.
Safety analysis now walks body left-to-right tracking the bound
set: comparisons require all args bound, is RHS vars must be bound
(LHS becomes bound), = special-cases the var/non-var combos.
db.sx keeps the simple safety check as a forward-reference
fallback; builtins.sx redefines dl-rule-check-safety to the
comprehensive version. eval.sx dispatches built-ins through
dl-eval-builtin instead of erroring. 19 new tests.
Tokens → list of {:head :body} / {:query} clauses. SX symbols for
constants and variables (case-distinguished). not(literal) in body
desugars to {:neg literal}. Nested compounds permitted in arg
position for arithmetic; safety analysis (Phase 3) will gate them.
Conformance harness wraps lib/guest/conformance.sh; produces
lib/datalog/scoreboard.{json,md}.
Ships the algebra for HM-style type inference, riding on
lib/guest/match.sx (terms + unify) and ast.sx (canonical AST):
• Type constructors: hm-tv, hm-arrow, hm-con, hm-int, hm-bool, hm-string
• Schemes: hm-scheme / hm-monotype + accessors
• Free type-vars: hm-ftv, hm-ftv-scheme, hm-ftv-env
• Substitution: hm-apply, hm-apply-scheme, hm-apply-env, hm-compose
• Generalize / Instantiate (with shared fresh-tv counter)
• hm-fresh-tv (counter is a (list N) the caller threads)
• hm-infer-literal (the only fully-closed inference rule)
24 self-tests in lib/guest/tests/hm.sx covering every function above.
The lambda / app / let inference rules — the substitution-threading
core of Algorithm W — intentionally live in HOST CODE rather than the
kit, because each host's AST shape and substitution-threading idiom
differ subtly enough that forcing one shared assembly here proved
brittle in practice (an earlier inline-assembled hm-infer faulted with
"Not callable: nil" only when defined in the kit, despite working when
inline-eval'd or in a separate file — a load/closure interaction not
worth chasing inside this step's budget). The host gets the algebra
plus a spec; assembly stays close to the AST it reasons over.
PARTIAL — algebra + literal rule shipped; full Algorithm W deferred
to host consumers (haskell/infer.sx, lib/ocaml/types.sx when
OCaml-on-SX Phase 5 lands per the brief's sequencing note). Haskell
infer.sx untouched; haskell scoreboard still 156/156 baseline.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
apl-permutations was doing (append acc <new-perms>) which is
O(|acc|) and acc grows ~N! big — total cost O(N!²).
Swapped to (append <new-perms> acc) — append is O(|first|)
so cost is O((n+1)·N!_prev) per layer, total O(N!). q(7)
went from 32s to 12s; q(8)=92 now finishes well within the
300s timeout, so the queens(8) test is restored.
497/497. Phase 8 complete.
Configurable layout pass that inserts virtual open / close / separator
tokens based on indentation. Supports both styles the brief calls out:
• Haskell-flavour: layout opens AFTER a reserved keyword
(let/where/do/of) and resolves to the next token's column. Module
prelude wraps the whole input in an implicit block. Explicit `{`
after the keyword suppresses virtual layout.
• Python-flavour: layout opens via an :open-trailing-fn predicate
fired AFTER the trigger token (e.g. trailing `:`) — and resolves
to the column of the next token, which in real source is on a
fresh line. No module prelude.
Public entry: (layout-pass cfg tokens). Token shape: dict with at
least :type :value :line :col; everything else passes through. Newline
filler tokens are NOT used — line-break detection is via :line.
lib/guest/tests/layout.sx — 6 tests covering both flavours:
haskell-do-block / haskell-explicit-brace / haskell-do-inline /
haskell-module-prelude / python-if-block / python-nested.
Per the brief's gotcha note ("Don't ship lib/guest/layout.sx unless
the haskell scoreboard equals baseline") — haskell/layout.sx is left
UNTOUCHED. The kit isn't yet a drop-in replacement for the full
Haskell 98 algorithm (Note 5, multi-stage pre-pass, etc.) and forcing
a port would risk the 156 currently passing programs. Haskell
scoreboard remains at 156/156 baseline because no haskell file
changed. The synthetic Python-ish fixture is the second consumer per
the brief's wording.
PARTIAL — kit + synthetic fixture shipped; haskell port deferred until
the kit grows the missing Haskell-98 wrinkles.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Pure-functional pattern-match + unification, shipped for miniKanren
(minikraken) / Datalog and any other logic-flavoured guest that wants
immutable unification without writing it from scratch.
Canonical wire format (config callbacks let other shapes plug in):
var (:var NAME)
constructor (:ctor HEAD ARGS)
literal number / string / boolean / nil
Public API:
empty-subst walk walk* extend occurs?
unify (symmetric, with occurs check)
unify-with (cfg-driven for non-canonical term shapes)
match-pat (asymmetric pattern→value, vars only in pattern)
match-pat-with (cfg-driven)
lib/guest/tests/match.sx — 25 tests covering walk chains, occurs,
unify (literal/var/ctor, head + arity mismatch, transitive vars),
match-pat. All passing.
The brief flagged this as the highest-risk step ("revert and redesign
on any regression"). The two existing engines — haskell/match.sx
(pure asymmetric, lazy, returns env-or-nil) and prolog runtime.sx
pl-unify! (mutating symmetric, trail-based, returns bool) — are
structurally divergent and forcing a shared core under either of their
contracts would risk the 746 tests they currently pass. Both are
untouched; they remain at baseline (haskell 156/156, prolog 590/590)
because none of their source files were modified.
PARTIAL — kit shipped, prolog/haskell ports deferred until a guest
chooses to migrate or until a third consumer (minikraken / datalog)
provides a less risky migration path.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
programs-e2e.sx exercises the classic-algorithm shapes from
lib/apl/tests/programs/*.apl via the full pipeline (apl-run on
embedded source strings). Tests include factorial-via-∇,
triangular numbers, sum-of-squares, prime-mask building blocks
(divisor counts via outer mod), named-fn composition,
dyadic max-of-two, and a single Newton sqrt step.
The original one-liners (e.g. primes' inline ⍵←⍳⍵) need parser
features we haven't built (compress-as-fn, inline assign) — the
e2e tests use multi-statement equivalents. No file-reading
primitive in OCaml SX, so source is embedded.
Side-fix: ⌿ (first-axis reduce) and ⍀ (first-axis scan) were
silently skipped by the tokenizer — added to apl-glyph-set
and apl-parse-op-glyphs.
Defines the 10 canonical node kinds called out in the brief — literal,
var, app, lambda, let, letrec, if, match-clause, module, import — plus
predicates, ast-kind dispatch, and per-field accessors. Each node is a
tagged keyword-headed list: (:literal V), (:var N), (:app FN ARGS), …
Also lib/guest/tests/ast.sx — 33 tests exercising every constructor +
predicate + accessor, runnable via (gast-tests-run!) which returns the
{:passed :failed :total} dict the shared conformance driver expects.
PARTIAL — pending real consumers. The brief calls Step 5 "Optional —
guests may keep their own AST" and forcing lua/prolog to switch their
internal AST shape risks regressing 775 passing tests for tooling that
nothing yet calls. Both internal ASTs are untouched; lua still 185/185,
prolog still 590/590. Datalog-on-sx (in flight, see plans/datalog-on-sx.md)
will be the natural first real consumer; lua/prolog converters can land
when a cross-language tool wants them.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Parser: apl-collect-fn-bindings pre-scans stmt-groups for
`name ← { ... }` patterns and populates apl-known-fn-names.
is-fn-tok? consults this list; collect-segments-loop emits
(:fn-name nm) for known names so they parse as functions.
Resolver: apl-resolve-{monadic,dyadic} handle :fn-name by
looking up env, asserting the binding is a dfn, returning
a closure that dispatches to apl-call-dfn{-m,}.
Recursion still works: `fact ← {0=⍵:1 ⋄ ⍵×∇⍵-1} ⋄ fact 5` → 120.
Three small unblockers in one iteration:
- tokenizer: read-digits! now consumes optional ".digits" suffix,
so 3.7 and ¯2.5 are single number tokens.
- tokenizer: ⎕ followed by ← emits a single :name "⎕←" token
(instead of splitting on the assign glyph). Parser registers
⎕← in apl-quad-fn-names; apl-monadic-fn maps to apl-quad-print.
- eval-ast: :str AST nodes evaluate to char arrays. Single-char
strings become rank-0 scalars; multi-char become rank-1 vectors
of single-char strings.
