(** Comparison and arithmetic relations over the natural domain. *) (* TODO: all relations here are hardcoded to naturals. The make_comparison factory accepts a domain_name string but membership_criteria always uses Stdlib.compare on Obj.t, which only works correctly for unboxed integers. Extending to other domains requires a proper typed comparison dispatch. *) let mk v = { Attribute.value = Obj.repr v } (** Build a comparison relation over a single domain. [pred] receives the result of [Stdlib.compare left right]. *) let make_comparison ~name ~domain_name ~pred ~cardinality ~generator = let schema = Schema.empty |> Schema.add "left" domain_name |> Schema.add "right" domain_name in let membership_criteria : (string -> Merkle.t option) -> Tuple.t -> bool = fun _tree_of -> function | Tuple.Materialized m -> ( match ( Tuple.AttributeMap.find_opt "left" m.attributes, Tuple.AttributeMap.find_opt "right" m.attributes ) with | Some l, Some r -> pred (Stdlib.compare l.Attribute.value r.Attribute.value) | _ -> false) | Tuple.NonMaterialized _ -> false in Relation.make ~hash:None ~name ~schema ~tree:None ~constraints:None ~cardinality ~generator:(Some generator) ~membership_criteria ~provenance:(Relation.Provenance.Base name) ~lineage:(Relation.Lineage.Base name) (** Enumerate pairs (a, b) where a < b using triangular indexing. *) let pair_of_nat_lt n = let nf = float_of_int n in let r = int_of_float (floor ((1. +. sqrt (1. +. (8. *. nf))) /. 2.)) in let t_prev = r * (r - 1) / 2 in let left = n - t_prev in (left, r) (** Enumerate all pairs (a, b) via Cantor pairing. *) let cantor_pair_of_nat n = let w = int_of_float (floor ((sqrt (float_of_int ((8 * n) + 1)) -. 1.) /. 2.)) in let t = w * (w + 1) / 2 in let b = n - t in let a = w - b in (a, b) let less_than_natural : Relation.t = let rec generator (position : int option) : Generator.result = match position with | Some position -> let left, right = pair_of_nat_lt position in let attributes : Attribute.materialized Tuple.AttributeMap.t = Tuple.AttributeMap.of_list [ ("left", mk left); ("right", mk right) ] in Generator.Value (Tuple.make_materialized ~relation:"less_than" ~attributes, generator) | None -> Error "Cannot produce a randomly enumerated value for less_than over \ naturals." in make_comparison ~name:"natural_natural_less_than" ~domain_name:"natural" ~pred:(fun c -> c < 0) ~cardinality:Conventions.Cardinality.AlephZero ~generator let less_than_or_equal_natural : Relation.t = let rec generator (position : int option) : Generator.result = match position with | Some n -> let a, b = cantor_pair_of_nat n in (* a <= b is always true when a <= b; we enumerate all (a, b) with a <= b *) let left = min a b in let right = max a b in let attributes = Tuple.AttributeMap.of_list [ ("left", mk left); ("right", mk right) ] in Generator.Value ( Tuple.make_materialized ~relation:"less_than_or_equal" ~attributes, generator ) | None -> Error "Cannot enumerate less_than_or_equal randomly." in make_comparison ~name:"natural_natural_less_than_or_equal" ~domain_name:"natural" ~pred:(fun c -> c <= 0) ~cardinality:Conventions.Cardinality.AlephZero ~generator let greater_than_natural : Relation.t = let rec generator (position : int option) : Generator.result = match position with | Some n -> let left, right = pair_of_nat_lt n in (* Swap: right > left *) let attributes = Tuple.AttributeMap.of_list [ ("left", mk right); ("right", mk left) ] in Generator.Value ( Tuple.make_materialized ~relation:"greater_than" ~attributes, generator ) | None -> Error "Cannot enumerate greater_than randomly." in make_comparison ~name:"natural_natural_greater_than" ~domain_name:"natural" ~pred:(fun c -> c > 0) ~cardinality:Conventions.Cardinality.AlephZero ~generator let greater_than_or_equal_natural : Relation.t = let rec generator (position : int option) : Generator.result = match position with | Some n -> let a, b = cantor_pair_of_nat n in let left = max a b in let right = min a b in let attributes = Tuple.AttributeMap.of_list [ ("left", mk left); ("right", mk right) ] in Generator.Value ( Tuple.make_materialized ~relation:"greater_than_or_equal" ~attributes, generator ) | None -> Error "Cannot enumerate greater_than_or_equal randomly." in make_comparison ~name:"natural_natural_greater_than_or_equal" ~domain_name:"natural" ~pred:(fun c -> c >= 0) ~cardinality:Conventions.Cardinality.AlephZero ~generator let equal_natural : Relation.t = let rec generator (position : int option) : Generator.result = match position with | Some n -> let attributes = Tuple.AttributeMap.of_list [ ("left", mk n); ("right", mk n) ] in Generator.Value (Tuple.make_materialized ~relation:"equal" ~attributes, generator) | None -> Error "Cannot enumerate equal randomly." in make_comparison ~name:"natural_natural_equal" ~domain_name:"natural" ~pred:(fun c -> c = 0) ~cardinality:Conventions.Cardinality.AlephZero ~generator let not_equal_natural : Relation.t = let rec generator (position : int option) : Generator.result = match position with | Some n -> let a, b = cantor_pair_of_nat n in let left, right = if a = b then (a, b + 1) else (a, b) in let attributes = Tuple.AttributeMap.of_list [ ("left", mk left); ("right", mk right) ] in Generator.Value (Tuple.make_materialized ~relation:"not_equal" ~attributes, generator) | None -> Error "Cannot enumerate not_equal randomly." in make_comparison ~name:"natural_natural_not_equal" ~domain_name:"natural" ~pred:(fun c -> c <> 0) ~cardinality:Conventions.Cardinality.AlephZero ~generator let plus_natural : Relation.t = let schema = Schema.empty |> Schema.add "a" "natural" |> Schema.add "b" "natural" |> Schema.add "sum" "natural" in let rec generator (position : int option) : Generator.result = match position with | Some n -> let a, b = cantor_pair_of_nat n in let s = a + b in let attributes = Tuple.AttributeMap.of_list [ ("a", mk a); ("b", mk b); ("sum", mk s) ] in Generator.Value (Tuple.make_materialized ~relation:"plus" ~attributes, generator) | None -> Error "Cannot enumerate plus randomly." in let membership_criteria : (string -> Merkle.t option) -> Tuple.t -> bool = fun _tree_of -> function | Tuple.Materialized m -> ( match ( Tuple.AttributeMap.find_opt "a" m.attributes, Tuple.AttributeMap.find_opt "b" m.attributes, Tuple.AttributeMap.find_opt "sum" m.attributes ) with | Some a, Some b, Some s -> (Obj.magic a.Attribute.value : int) + (Obj.magic b.Attribute.value : int) = (Obj.magic s.Attribute.value : int) | _ -> false) | Tuple.NonMaterialized _ -> false in Relation.make ~hash:None ~name:"natural_plus" ~schema ~tree:None ~constraints:None ~cardinality:Conventions.Cardinality.AlephZero ~generator:(Some generator) ~membership_criteria ~provenance:(Relation.Provenance.Base "plus") ~lineage:(Relation.Lineage.Base "plus") let times_natural : Relation.t = let schema = Schema.empty |> Schema.add "a" "natural" |> Schema.add "b" "natural" |> Schema.add "product" "natural" in let rec generator (position : int option) : Generator.result = match position with | Some n -> let a, b = cantor_pair_of_nat n in let p = a * b in let attributes = Tuple.AttributeMap.of_list [ ("a", mk a); ("b", mk b); ("product", mk p) ] in Generator.Value (Tuple.make_materialized ~relation:"times" ~attributes, generator) | None -> Error "Cannot enumerate times randomly." in let membership_criteria : (string -> Merkle.t option) -> Tuple.t -> bool = fun _tree_of -> function | Tuple.Materialized m -> ( match ( Tuple.AttributeMap.find_opt "a" m.attributes, Tuple.AttributeMap.find_opt "b" m.attributes, Tuple.AttributeMap.find_opt "product" m.attributes ) with | Some a, Some b, Some p -> (Obj.magic a.Attribute.value : int) * (Obj.magic b.Attribute.value : int) = (Obj.magic p.Attribute.value : int) | _ -> false) | Tuple.NonMaterialized _ -> false in Relation.make ~hash:None ~name:"natural_times" ~schema ~tree:None ~constraints:None ~cardinality:Conventions.Cardinality.AlephZero ~generator:(Some generator) ~membership_criteria ~provenance:(Relation.Provenance.Base "times") ~lineage:(Relation.Lineage.Base "times") let minus_natural : Relation.t = let schema = Schema.empty |> Schema.add "a" "natural" |> Schema.add "b" "natural" |> Schema.add "difference" "natural" in let rec generator (position : int option) : Generator.result = match position with | Some n -> (* Enumerate pairs where a >= b, so difference >= 0 *) let b, diff = cantor_pair_of_nat n in let a = b + diff in let attributes = Tuple.AttributeMap.of_list [ ("a", mk a); ("b", mk b); ("difference", mk diff) ] in Generator.Value (Tuple.make_materialized ~relation:"minus" ~attributes, generator) | None -> Error "Cannot enumerate minus randomly." in let membership_criteria : (string -> Merkle.t option) -> Tuple.t -> bool = fun _tree_of -> function | Tuple.Materialized m -> ( match ( Tuple.AttributeMap.find_opt "a" m.attributes, Tuple.AttributeMap.find_opt "b" m.attributes, Tuple.AttributeMap.find_opt "difference" m.attributes ) with | Some a, Some b, Some d -> let av = (Obj.magic a.Attribute.value : int) in let bv = (Obj.magic b.Attribute.value : int) in let dv = (Obj.magic d.Attribute.value : int) in av - bv = dv && dv >= 0 | _ -> false) | Tuple.NonMaterialized _ -> false in Relation.make ~hash:None ~name:"natural_minus" ~schema ~tree:None ~constraints:None ~cardinality:Conventions.Cardinality.AlephZero ~generator:(Some generator) ~membership_criteria ~provenance:(Relation.Provenance.Base "minus") ~lineage:(Relation.Lineage.Base "minus") let divide_natural : Relation.t = let schema = Schema.empty |> Schema.add "a" "natural" |> Schema.add "b" "natural" |> Schema.add "quotient" "natural" |> Schema.add "remainder" "natural" in let rec generator (position : int option) : Generator.result = match position with | Some n -> (* Enumerate (b, q, r) triples where b > 0, then a = b*q + r, 0 <= r < b *) (* We use a nested Cantor pairing: n -> (b_idx, qr_idx) -> (q, r) *) let b_idx, qr_idx = cantor_pair_of_nat n in let b = b_idx + 1 in (* b > 0 *) let q, r_raw = cantor_pair_of_nat qr_idx in let r = r_raw mod b in let a = (b * q) + r in let attributes = Tuple.AttributeMap.of_list [ ("a", mk a); ("b", mk b); ("quotient", mk q); ("remainder", mk r); ] in Generator.Value (Tuple.make_materialized ~relation:"divide" ~attributes, generator) | None -> Error "Cannot enumerate divide randomly." in let membership_criteria : (string -> Merkle.t option) -> Tuple.t -> bool = fun _tree_of -> function | Tuple.Materialized m -> ( match ( Tuple.AttributeMap.find_opt "a" m.attributes, Tuple.AttributeMap.find_opt "b" m.attributes, Tuple.AttributeMap.find_opt "quotient" m.attributes, Tuple.AttributeMap.find_opt "remainder" m.attributes ) with | Some a, Some b, Some q, Some r -> let av = (Obj.magic a.Attribute.value : int) in let bv = (Obj.magic b.Attribute.value : int) in let qv = (Obj.magic q.Attribute.value : int) in let rv = (Obj.magic r.Attribute.value : int) in bv > 0 && av = (bv * qv) + rv && rv >= 0 && rv < bv | _ -> false) | Tuple.NonMaterialized _ -> false in Relation.make ~hash:None ~name:"natural_divide" ~schema ~tree:None ~constraints:None ~cardinality:Conventions.Cardinality.AlephZero ~generator:(Some generator) ~membership_criteria ~provenance:(Relation.Provenance.Base "divide") ~lineage:(Relation.Lineage.Base "divide")