Download lean/OAI/Computability/RationalHitting/GridComputation.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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8.52 kB
| import OAI.Computability.RationalHitting.MatrixComputation | |
| namespace OAI | |
| namespace RationalHitting.StackLanguage | |
| lemma range_flatMap_to_finRange {A : Type} (n : ℕ) (f : ℕ → List A) : | |
| (List.range n).flatMap f=(List.finRange n).flatMap (fun i => f i.val) := by | |
| rw [←finRange_map_val,List.flatMap_map] | |
| namespace Poly | |
| variable {A B : Type} [Coding A] [Coding B] | |
| theorem tabulateUp {n : A → ℕ} {f : A×Unary → B} | |
| (hn : Poly (fun a => Unary.mk (n a))) (hf : Poly f) : | |
| Poly (fun a => (List.range (n a)).map (fun i => f (a,⟨i⟩))) := | |
| hf.tabulate.comp (hn.pair (show Poly (fun a : A => a) from id)) | |
| theorem flatMapUp {n : A → ℕ} {f : A×Unary → List B} | |
| (hn : Poly (fun a => Unary.mk (n a))) (hf : Poly f) : | |
| Poly (fun a => (List.range (n a)).flatMap (fun i => f (a,⟨i⟩))) := | |
| (listFlatten.comp (tabulateUp hn hf)).of_eq (by intro a;rw [List.flatMap_def]) | |
| theorem wordRange {n : A → ℕ} {f : A×Unary → BitWord} | |
| (hn : Poly (fun a => Unary.mk (n a))) (hf : Poly f) : | |
| Poly (fun a => BitWord.mk ((List.range (n a)).flatMap (fun i => (f (a,⟨i⟩)).val))) := | |
| (wordConcat.comp (tabulateUp hn hf)).of_eq (by intro a;simp [List.flatMap_map]) | |
| end Poly | |
| end RationalHitting.StackLanguage | |
| namespace RationalHitting.StackLanguage | |
| namespace Runtime | |
| abbrev MatrixWordArgs := (DenseSquare×DenseSquare)×ℤ | |
| def matrixWord (A B : DenseSquare) (den : ℤ) : BitWord := | |
| ⟨(List.range A.dim).flatMap fun i => | |
| (List.range A.dim).flatMap fun j => | |
| encodeRat (Rat.divInt (cramer A B i j).val.det den)⟩ | |
| @[fun_prop] theorem matrixWord_poly : Poly (fun a : MatrixWordArgs => matrixWord a.1.1 a.1.2 a.2) := by | |
| have hc : Poly (fun a : (MatrixWordArgs×Unary)×Unary => | |
| cramer a.1.1.1.1 a.1.1.1.2 a.1.2.val a.2.val) := | |
| cramer_poly.comp (show Poly (fun a : (MatrixWordArgs×Unary)×Unary => | |
| (a.1.1.1,(a.1.2,a.2))) by fun_prop) | |
| have hv := Poly.rationalEncode.comp ((Poly.denseDet.comp hc).pair | |
| (show Poly (fun a : (MatrixWordArgs×Unary)×Unary => a.1.1.2) by fun_prop)) | |
| have hr := Poly.wordRange (Poly.denseDim.comp (show Poly (fun a : MatrixWordArgs×Unary => a.1.1.1) by fun_prop)) hv | |
| exact Poly.wordRange (Poly.denseDim.comp (show Poly (fun a : MatrixWordArgs => a.1.1) by fun_prop)) hr | |
| lemma matrixWord_of {d : ℕ} (A B : Matrix (Fin d) (Fin d) ℤ) (den : ℤ) : | |
| (matrixWord (DenseSquare.of A) (DenseSquare.of B) den).val= | |
| (List.finRange d).flatMap (fun i => (List.finRange d).flatMap (fun j => | |
| encodeRat (Rat.divInt (A.updateCol i (fun r => B r j)).det den))) := by | |
| unfold matrixWord | |
| change (List.range d).flatMap _ = _ | |
| rw [range_flatMap_to_finRange] | |
| apply List.flatMap_congr | |
| intro i hi | |
| rw [range_flatMap_to_finRange] | |
| apply List.flatMap_congr | |
| intro j hj | |
| change Fin d at j | |
| exact cramer_encode_of A B den i j | |
| abbrev TupleWordArgs := (Params×GridPoint)×DenseSquare×ℤ | |
| def tupleWord (p : Params) (x : GridPoint) (A : DenseSquare) (den : ℤ) : BitWord := | |
| ⟨(List.range p.n).flatMap fun i => (matrixWord A (matrix p x ⟨i+1⟩) den).val⟩ | |
| @[fun_prop] theorem tupleWord_poly : Poly (fun a : TupleWordArgs => tupleWord a.1.1 a.1.2 a.2.1 a.2.2) := by | |
| have hm : Poly (fun a : TupleWordArgs×Unary => matrix a.1.1.1 a.1.1.2 (a.2+1)) := by fun_prop | |
| have hv := matrixWord_poly.comp | |
| (((show Poly (fun a : TupleWordArgs×Unary => a.1.2.1) by fun_prop).pair hm).pair | |
| (show Poly (fun a : TupleWordArgs×Unary => a.1.2.2) by fun_prop)) | |
| exact Poly.wordRange (show Poly (fun a : TupleWordArgs => a.1.1.1) by fun_prop) hv | |
| lemma tupleWord_eq (n s : ℕ) (x : GridPoint) (den : ℤ) : | |
| (tupleWord (Params.of n s) x | |
| (matrix (Params.of n s) x 0) den).val = | |
| encodeTuple (ExecutableGenerator.tuple (ExecutableGenerator.normalized | |
| (ExecutableGenerator.inputTables n (Parameters.N n s) (Parameters.exponent n s) (gridFn x)) den)) := by | |
| unfold tupleWord encodeTuple | |
| change (List.range n).flatMap _ = _ | |
| rw [range_flatMap_to_finRange] | |
| apply List.flatMap_congr | |
| intro a ha | |
| let U := Generator.U n (Parameters.N n s) (Parameters.exponent n s) (gridFn x) | |
| have hzero : matrix (Params.of n s) x 0=DenseSquare.of (U 0) := matrix_eq n s x 0 | |
| have hsucc : matrix (Params.of n s) x ⟨a.val+1⟩=DenseSquare.of (U a.succ) := matrix_eq n s x a.succ | |
| trans (matrixWord (DenseSquare.of (U 0)) (DenseSquare.of (U a.succ)) den).val | |
| · exact congrArg₂ (fun A B => (matrixWord A B den).val) hzero hsucc | |
| rw [matrixWord_of] | |
| apply List.flatMap_congr | |
| intro i hi | |
| apply List.flatMap_congr | |
| intro j hj | |
| congr 1 | |
| rw [ExecutableGenerator.tuple_normalized,ExecutableGenerator.normalizedEntry, | |
| DeterminantAlgorithm.determinant_eq,DeterminantAlgorithm.denote_tabulate, | |
| ExecutableGenerator.inputTables_denote,ExecutableGenerator.inputTables_denote] | |
| end Runtime | |
| end RationalHitting.StackLanguage | |
| namespace RationalHitting.StackLanguage | |
| namespace Runtime | |
| def point (p : Params) (x : GridPoint) : List BitWord := | |
| let A := matrix p x 0 | |
| let den := A.val.det | |
| if den=0 then [] else [tupleWord p x A den] | |
| @[fun_prop] theorem point_poly : Poly (fun a : Params×GridPoint => point a.1 a.2) := by | |
| have hf : Poly (fun a : TupleWordArgs => | |
| if a.2.2=0 then ([] : List BitWord) else [tupleWord a.1.1 a.1.2 a.2.1 a.2.2]) := by | |
| apply Poly.ite | |
| · exact Poly.intZero.comp (show Poly (fun a : TupleWordArgs => a.2.2) by fun_prop) | |
| · exact Poly.const [] | |
| · exact Poly.listSingleton.comp tupleWord_poly | |
| have hm : Poly (fun a : Params×GridPoint => matrix a.1 a.2 0) := by fun_prop | |
| exact hf.comp ((show Poly (fun a : Params×GridPoint => a) from Poly.id).pair | |
| (hm.pair (Poly.denseDet.comp hm))) | |
| lemma matrix_det_eq (n s : ℕ) (x : GridPoint) (a : Fin (n+1)) : | |
| (matrix (Params.of n s) x ⟨a.val⟩).val.det= | |
| (Generator.U n (Parameters.N n s) (Parameters.exponent n s) (gridFn x) a).det := by | |
| apply congrArg Matrix.det | |
| funext i j | |
| exact entry_eq n _ _ (gridFn x) a i j | |
| lemma point_eq (n s : ℕ) (x : GridPoint) : | |
| point (Params.of n s) x= | |
| ((ExecutableGenerator.atPoint n (Parameters.N n s) (Parameters.exponent n s) (gridFn x)).toList.map | |
| (fun X => BitWord.mk (encodeTuple X))) := by | |
| unfold point ExecutableGenerator.atPoint | |
| simp only [DeterminantAlgorithm.determinant_eq,ExecutableGenerator.inputTables_denote] | |
| have hd : (matrix (Params.of n s) x 0).val.det= | |
| (Generator.U n (Parameters.N n s) (Parameters.exponent n s) (gridFn x) 0).det := | |
| matrix_det_eq n s x 0 | |
| rw [hd] | |
| split_ifs with hz | |
| · rfl | |
| · simp only [Option.toList_some,List.map_cons,List.map_nil,List.cons.injEq, and_true] | |
| apply congrArg BitWord.mk | |
| exact tupleWord_eq n s x _ | |
| end Runtime | |
| end RationalHitting.StackLanguage | |
| namespace RationalHitting.StackLanguage | |
| lemma map_filterMap_toList {A B C : Type} (l : List A) (f : A → Option B) (g : B → C) : | |
| (l.filterMap f).map g=l.flatMap (fun a => (f a).toList.map g) := by | |
| induction l with | |
| | nil => rfl | |
| | cons a l ih => cases h : f a <;> simp [h,ih] | |
| namespace Runtime | |
| def words (p : Params) : List BitWord := | |
| (List.range p.H).flatMap fun t => (List.range p.H).flatMap fun q => | |
| (List.range p.H).flatMap fun r => point p (⟨t+1⟩,⟨q+1⟩,⟨r+1⟩) | |
| @[fun_prop] theorem words_poly : Poly words := by | |
| have hp : Poly (fun a : ((Params×Unary)×Unary)×Unary => | |
| point a.1.1.1 (a.1.1.2+1,a.1.2+1,a.2+1)) := by fun_prop | |
| have h1 := Poly.flatMapUp (show Poly (fun a : (Params×Unary)×Unary => a.1.1.2.2.2.2) by fun_prop) hp | |
| have h2 := Poly.flatMapUp (show Poly (fun a : Params×Unary => a.1.2.2.2.2) by fun_prop) h1 | |
| exact Poly.flatMapUp (show Poly (fun a : Params => a.2.2.2.2) by fun_prop) h2 | |
| lemma gridFn_fin {H : ℕ} (t p r : Fin H) : | |
| gridFn (⟨t.val+1⟩,⟨p.val+1⟩,⟨r.val+1⟩)=fun i => (![t,p,r] i).val+1 := by | |
| funext i;fin_cases i <;> rfl | |
| lemma words_eq (n s : ℕ) : words (Params.of n s)= | |
| (ExecutableGenerator.list n s).tuples.map (fun X => BitWord.mk (encodeTuple X)) := by | |
| unfold words | |
| rw [show (Params.of n s).H=Parameters.H n s from rfl] | |
| simp only [ExecutableGenerator.list,ExecutableGenerator.output] | |
| rw [map_filterMap_toList] | |
| simp only [Generator.grid,List.flatMap_assoc,List.flatMap_map] | |
| rw [range_flatMap_to_finRange] | |
| apply List.flatMap_congr | |
| intro t ht | |
| rw [range_flatMap_to_finRange] | |
| apply List.flatMap_congr | |
| intro p hp | |
| rw [range_flatMap_to_finRange] | |
| apply List.flatMap_congr | |
| intro r hr | |
| rw [point_eq,gridFn_fin] | |
| end Runtime | |
| end RationalHitting.StackLanguage | |
| end OAI | |