Download lean/OAI/Computability/VertexCover/Machines/GraphFrame.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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6.57 kB
| import Mathlib | |
| import OAI.Computability.VertexCover.Machines.ListSearch | |
| import OAI.Computability.VertexCover.Machines.ListFilter | |
| import OAI.Computability.VertexCover.Machines.Codec | |
| import OAI.Computability.VertexCover.Machines.FixedOps | |
| import OAI.Computability.VertexCover.Machines.LCData | |
| import OAI.Computability.VertexCover.Machines.DescriptorMath | |
| namespace OAI | |
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| namespace VertexCover.Machine | |
| theorem foldl_and_all (xs : List Bool) (b : Bool) : xs.foldl (· && ·) b=(b && xs.all id) := by | |
| induction xs generalizing b with | |
| | nil => simp | |
| | cons a xs ih => simp [ih,Bool.and_assoc] | |
| noncomputable def Poly.boundAll {α : Type} (ea : α → List Bool) (a₀ : α) | |
| {n : α → ℕ} {f : α × ℕ → Bool} (cn : Poly ea natBits n) | |
| (cf : Poly (prodBits ea natBits) boolBits f) : | |
| Poly ea boolBits (fun a => decide (∀ i, i<n a → f (a,i)=true)) := | |
| ((Poly.tabulate ea boolBits a₀ false cn cf).comp Poly.listAnd).congr (fun a => by | |
| apply Bool.eq_iff_iff.mpr | |
| simp only [Function.comp_apply,foldl_and_all,Bool.true_and,List.all_eq_true,List.mem_map, | |
| List.mem_range,decide_eq_true_iff] | |
| constructor | |
| · intro h i hi; exact h _ ⟨i,hi,rfl⟩ | |
| · rintro h b ⟨i,hi,rfl⟩; exact h i hi) | |
| noncomputable def Poly.decideAnd {α : Type} (ea : α → List Bool) | |
| (P Q : α → Prop) [DecidablePred P] [DecidablePred Q] | |
| (cp : Poly ea boolBits (fun a => decide (P a))) | |
| (cq : Poly ea boolBits (fun a => decide (Q a))) : | |
| Poly ea boolBits (fun a => decide (P a ∧ Q a)) := | |
| ((cp.pair cq).comp (Poly.bool₂ (fun p => p.1 && p.2))).congr (fun a => by simp) | |
| noncomputable def Poly.decideForall {α ι : Type} [Fintype ι] (ea : α → List Bool) | |
| (P : α → ι → Prop) [∀ a, DecidablePred (P a)] | |
| (cp : ∀ i, Poly ea boolBits (fun a => decide (P a i))) : | |
| Poly ea boolBits (fun a => decide (∀ i, P a i)) := | |
| (Poly.finiteAll ea (fun a i => decide (P a i)) cp).congr (fun a => by simp) | |
| noncomputable def Poly.natEqual : Poly (prodBits natBits natBits) boolBits | |
| (fun p : ℕ × ℕ => decide (p.1=p.2)) := Poly.natEq.congr (fun _ => rfl) | |
| namespace GraphMachine | |
| open LabelCover | |
| variable {a b d : ℕ} | |
| abbrev Weight (a b d : ℕ) := Fin d → Fin ((max a b)^(d-1)) → Fin (2*d+1) | |
| abbrev RawVertex (a b d : ℕ) := ℕ × Weight a b d | |
| abbrev Frame (a b d : ℕ) := FixedLC a b × (RawVertex a b d × RawVertex a b d) | |
| noncomputable def weightCode : Weight a b d → List Bool := finiteCode _ | |
| noncomputable def vertexCode : RawVertex a b d → List Bool := prodBits natBits weightCode | |
| noncomputable def frameCode : Frame a b d → List Bool := prodBits FixedLC.code (prodBits vertexCode vertexCode) | |
| def defaultWeight : Weight a b d := fun _ _ => ⟨0,by omega⟩ | |
| def defaultFrame (ha : 0<a) (hb : 0<b) : Frame a b d := | |
| (FixedLC.one ha hb,((0,defaultWeight),(0,defaultWeight))) | |
| noncomputable def seed (I : FixedLC a b) (n : ℕ) : I.toLC.Seeds d := | |
| fun e => ⟨n/I.M^(Fintype.equivFin (PositionPair d) e).val%I.M,Nat.mod_lt _ I.Mpos⟩ | |
| def vertexAt (p : Frame a b d) (x : Bool) : RawVertex a b d := if x then p.2.2 else p.2.1 | |
| noncomputable abbrev Q (p : Frame a b d) (x : TracePos d) : p.1.toLC.Query d := | |
| p.1.toLC.query (seed p.1 (vertexAt p x.1).1) x.2 | |
| def W (p : Frame a b d) : TraceWeights a b d := fun x => (vertexAt p x.1).2 x.2 | |
| noncomputable def rawVertex (I : FixedLC a b) (v : RawVertex a b d) : I.toLC.Vertex d := | |
| (seed I v.1,v.2) | |
| noncomputable def descriptor (p : Frame a b d) : Descriptor a b d := diagram (Q p) (W p) | |
| noncomputable def instancePoly : Poly (frameCode (a := a) (b := b) (d := d)) FixedLC.code Prod.fst := | |
| Poly.fst FixedLC.code (prodBits vertexCode vertexCode) | |
| noncomputable def atPoly (x : Bool) : Poly (frameCode (a := a) (b := b) (d := d)) vertexCode (fun p => vertexAt p x) := by | |
| let c := Poly.snd (FixedLC.code (a := a) (b := b)) (prodBits (vertexCode (a := a) (b := b) (d := d)) (vertexCode (a := a) (b := b) (d := d))) | |
| cases x | |
| · exact (c.comp (Poly.fst vertexCode vertexCode)).congr (fun _ => rfl) | |
| · exact (c.comp (Poly.snd vertexCode vertexCode)).congr (fun _ => rfl) | |
| noncomputable def seedNumberPoly (x : Bool) : Poly (frameCode (a := a) (b := b) (d := d)) natBits (fun p => (vertexAt p x).1) := | |
| (atPoly x).comp (Poly.fst natBits weightCode) | |
| noncomputable def weightPoly : Poly (frameCode (a := a) (b := b) (d := d)) (finiteCode (TraceWeights a b d)) W := by | |
| let c := ((atPoly (a := a) (b := b) (d := d) false).comp (Poly.snd natBits weightCode)).pair ((atPoly true).comp (Poly.snd natBits weightCode)) | |
| exact (c.comp (Poly.finite _ _ (prodBits_injective (finiteCode_injective _) (finiteCode_injective _)) | |
| (fun p : Weight a b d × Weight a b d => fun x : TracePos d => (if x.1 then p.2 else p.1) x.2))).congr | |
| (fun p => by funext x; rcases x with ⟨x,j⟩; cases x <;> rfl) | |
| noncomputable def samplePoly (hb : 0<b) (x : Bool) (e : PositionPair d) : | |
| Poly (frameCode (a := a) (b := b) (d := d)) natBits | |
| (fun p => (seed p.1 (vertexAt p x).1 e).val) := by | |
| let cm := (instancePoly (a := a) (b := b) (d := d)).comp (FixedLC.MPoly hb) | |
| exact ((((seedNumberPoly x).pair (cm.comp (Poly.natPow (Fintype.equivFin (PositionPair d) e).val))).comp | |
| Poly.natDiv).pair cm |>.comp Poly.natMod) | |
| noncomputable def questionUPoly (hb : 0<b) (x : TracePos d) (k : {k : Fin d // x.2 < k}) : | |
| Poly (frameCode (a := a) (b := b) (d := d)) natBits (fun p => ((Q p x).2.1 k).val) := | |
| ((instancePoly.pair (samplePoly hb x.1 ⟨(x.2,k.val),k.property⟩)).comp (FixedLC.leftPoly hb)).congr | |
| (fun p => congrArg (fun r : FixedLC.Row a b => r.1.1) | |
| (FixedLC.lookup_valid hb p.1 (seed p.1 (vertexAt p x.1).1 ⟨(x.2,k.val),k.property⟩))) | |
| noncomputable def questionVPoly (hb : 0<b) (x : TracePos d) (k : {k : Fin d // k < x.2}) : | |
| Poly (frameCode (a := a) (b := b) (d := d)) natBits (fun p => ((Q p x).2.2 k).val) := | |
| ((instancePoly.pair (samplePoly hb x.1 ⟨(k.val,x.2),k.property⟩)).comp (FixedLC.rightPoly hb)).congr | |
| (fun p => congrArg (fun r : FixedLC.Row a b => r.1.2) | |
| (FixedLC.lookup_valid hb p.1 (seed p.1 (vertexAt p x.1).1 ⟨(k.val,x.2),k.property⟩))) | |
| end GraphMachine | |
| end VertexCover.Machine | |
| end | |
| end | |
| end | |
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| end | |
| end OAI | |