datalog: db + naive eval + safety analysis (Phase 3, 87/87)
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db.sx: facts indexed by relation name, rules list, dl-add-fact! (rejects non-ground), dl-add-rule! (rejects unsafe — head vars not in positive body). eval.sx: dl-saturate! fixpoint, dl-query with deduped projected results. Negation and arithmetic raise clear errors (Phase 4/7 to follow). 15 eval tests: transitive closure, sibling, same-gen, grandparent, cyclic reach, safety.
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153
lib/datalog/eval.sx
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153
lib/datalog/eval.sx
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;; lib/datalog/eval.sx — naive bottom-up fixpoint evaluator.
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;;
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;; (dl-saturate! db) iterates rules until no new tuples are derived.
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;; The Herbrand base is finite (no function symbols) so termination is
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;; guaranteed by the language.
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;;
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;; Phase 3 handles only positive EDB literals. Negation (Phase 7) and
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;; arithmetic built-ins (Phase 4) raise a clear error if encountered.
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;; Match a positive literal against every tuple in the relation; return
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;; a list of extended substitutions, one per successful unification.
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(define
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dl-match-positive
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(fn
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(lit db subst)
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(let
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((rel (dl-rel-name lit)) (results (list)))
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(cond
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((nil? rel) (error (str "dl-match-positive: bad literal " lit)))
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(else
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(let
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((tuples (dl-rel-tuples db rel)))
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(do
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(for-each
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(fn
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(tuple)
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(let
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((s (dl-unify lit tuple subst)))
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(when (not (nil? s)) (append! results s))))
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tuples)
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results)))))))
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(define
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dl-match-lit
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(fn
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(lit db subst)
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(cond
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((and (dict? lit) (has-key? lit :neg))
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(error "datalog: negation not yet supported (Phase 7)"))
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((dl-builtin? lit)
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(error "datalog: built-in predicate not yet supported (Phase 4)"))
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((and (list? lit) (> (len lit) 0))
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(dl-match-positive lit db subst))
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(else (error (str "datalog: unknown body-literal shape: " lit))))))
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;; Recursively find all substitutions satisfying a list of body literals
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;; under `subst`. Returns a list of substitutions.
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(define
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dl-find-bindings
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(fn
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(lits db subst)
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(cond
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((nil? subst) (list))
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((= (len lits) 0) (list subst))
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(else
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(let
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((options (dl-match-lit (first lits) db subst))
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(results (list)))
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(do
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(for-each
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(fn
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(s)
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(for-each
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(fn (s2) (append! results s2))
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(dl-find-bindings (rest lits) db s)))
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options)
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results))))))
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;; Apply a rule once. Returns true if any new tuple was derived.
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(define
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dl-apply-rule!
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(fn
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(db rule)
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(let
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((head (get rule :head)) (body (get rule :body)) (new? false))
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(do
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(for-each
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(fn
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(s)
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(let
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((derived (dl-apply-subst head s)))
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(when (dl-add-fact! db derived) (set! new? true))))
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(dl-find-bindings body db (dl-empty-subst)))
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new?))))
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;; Iterate rules to fixpoint.
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(define
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dl-saturate!
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(fn
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(db)
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(let
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((changed true))
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(do
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(define
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dl-sat-loop
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(fn
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()
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(when
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changed
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(do
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(set! changed false)
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(for-each
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(fn (r) (when (dl-apply-rule! db r) (set! changed true)))
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(dl-rules db))
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(dl-sat-loop)))))
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(dl-sat-loop)
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db))))
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;; Run a goal against the saturated db. Returns a list of substitutions
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;; (each restricted to the variables that appeared in `goal`). Duplicate
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;; projections are deduplicated so users get the set of answers.
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(define
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dl-query
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(fn
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(db goal)
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(do
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(dl-saturate! db)
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(let
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((substs (dl-find-bindings (list goal) db (dl-empty-subst)))
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(vars (dl-vars-of goal))
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(results (list)))
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(do
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(for-each
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(fn
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(s)
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(let
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((proj (dl-project-subst s vars)))
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(when
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(not (dl-tuple-member? proj results))
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(append! results proj))))
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substs)
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results)))))
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;; Project a subst down to a given set of variable names.
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(define
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dl-project-subst
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(fn
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(subst names)
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(let
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((out {}))
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(do
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(for-each
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(fn
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(n)
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(let
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((sym (string->symbol n)))
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(let
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((v (dl-walk sym subst)))
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(dict-set! out n (dl-apply-subst v subst)))))
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names)
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out))))
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(define dl-relation (fn (db name) (dl-rel-tuples db name)))
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