import Mathlib import OAI.Combinatorics.MatchingCount.Tapes.TapeTools import OAI.Combinatorics.MatchingCount.Tapes.Codec namespace OAI namespace MatchingFPRAS.LiteralTape open Turing MachineCost variable {Λ σ : Type} lemma scan_left (M : Λ→TM1.Stmt Symbol Λ σ) (l : Λ) (mark : Symbol) (hs : ∀ v T,T.head≠mark→TM1.stepAux (M l) v T=⟨some l,v,T.move .left⟩) (xs L R : List Symbol) (v : σ) (hx : ∀ a∈xs,a≠mark) : Exec M ⟨some l,v,(Tape.mk₂ (xs++mark::L) R).move .left⟩ ⟨some l,v,Tape.mk₂ L (mark::(xs.reverse++R))⟩ xs.length := by induction xs generalizing R with | nil => simpa using Exec.refl M (⟨some l,v,Tape.mk₂ L (mark::R)⟩ : TM1.Cfg Symbol Λ σ) | cons a xs ih => simp only [List.cons_append,mk₂_left] have h1:=Exec.step M l v (Tape.mk₂ (xs++mark::L) (a::R)) rw [hs v _ (by simpa using hx a (by simp))] at h1 have h2:=ih (a::R) (fun b hb=>hx b (by simp [hb])) have h:=h1.trans h2 simpa only [List.length_cons,List.reverse_cons,List.append_assoc,List.singleton_append,Nat.add_comm] using h lemma scan_right (M : Λ→TM1.Stmt Symbol Λ σ) (l : Λ) (mark : Symbol) (hs : ∀ v T,T.head≠mark→TM1.stepAux (M l) v T=⟨some l,v,T.move .right⟩) (xs L R : List Symbol) (v : σ) (hx : ∀ a∈xs,a≠mark) : Exec M ⟨some l,v,Tape.mk₂ L (xs++mark::R)⟩ ⟨some l,v,Tape.mk₂ (xs.reverse++L) (mark::R)⟩ xs.length := by induction xs generalizing L with | nil => exact Exec.refl M _ | cons a xs ih => simp only [List.cons_append] have h1:=Exec.step M l v (Tape.mk₂ L (a::(xs++mark::R))) rw [hs v _ (by simpa using hx a (by simp)),mk₂_right] at h1 have h2:=ih (a::L) (fun b hb=>hx b (by simp [hb])) have h:=h1.trans h2 simpa only [List.length_cons,List.reverse_cons,List.append_assoc,List.singleton_append,Nat.add_comm] using h end MatchingFPRAS.LiteralTape namespace MatchingFPRAS.LiteralBlockMap open Turing LiteralTape inductive Label | start | read | seek | back | stopSep | stopOut deriving DecidableEq, Inhabited instance : Fintype Label := ⟨{.start,.read,.seek,.back,.stopSep,.stopOut}, by intro a; cases a <;> simp⟩ abbrev Block (w : ℕ) := Fin w→Symbol noncomputable def code (w : ℕ) (h : Block w→List Symbol) (header : List Symbol) : Label→TM1.Stmt Symbol Label (Block w) | .start => .move .left (.write (fun _ _=>7) (.move .left (.write (fun _ _=>6) (.move .right (.move .right (.goto (fun _ _=>.read))))))) | .read => grab (List.finRange w) (.branch (fun _ b=>decide (b=fun _=>0)) (.move .left (.goto (fun _ _=>.stopSep))) (.move .left (.write (fun _ _=>7) (eraseToLeft w (.move .left (.goto (fun _ _=>.seek))))))) | .seek => .branch (fun a _=>decide (a=6)) (select Finset.univ.toList (fun b=>.write (fun _ _=>0) (writeLeft (h b).reverse (.write (fun _ _=>6) (.move .right (.goto (fun _ _=>.back)))))) .halt) (.move .left (.goto (fun _ _=>.seek))) | .back => .branch (fun a _=>decide (a=7)) (.move .right (.goto (fun _ _=>.read))) (.move .right (.goto (fun _ _=>.back))) | .stopSep => .branch (fun a _=>decide (a=7)) (.write (fun _ _=>0) (.move .left (.goto (fun _ _=>.stopOut)))) (.move .left (.goto (fun _ _=>.stopSep))) | .stopOut => .branch (fun a _=>decide (a=6)) (.write (fun _ _=>0) (writeLeft header.reverse (.write (fun _ _=>0) (.move .right .halt)))) (.move .left (.goto (fun _ _=>.stopOut))) variable (w : ℕ) (h : Block w→List Symbol) (header : List Symbol) local notation "M" => code w h header lemma seek_path (v : Block w) (T : Tape Symbol) (ht : T.head≠6) : TM1.stepAux (M .seek) v T=⟨some .seek,v,T.move .left⟩ := by simp only [code,TM1.stepAux,ht,decide_false,Bool.cond_false] lemma back_path (v : Block w) (T : Tape Symbol) (ht : T.head≠7) : TM1.stepAux (M .back) v T=⟨some .back,v,T.move .right⟩ := by simp only [code,TM1.stepAux,ht,decide_false,Bool.cond_false] lemma stopSep_path (v : Block w) (T : Tape Symbol) (ht : T.head≠7) : TM1.stepAux (M .stopSep) v T=⟨some .stopSep,v,T.move .left⟩ := by simp only [code,TM1.stepAux,ht,decide_false,Bool.cond_false] lemma stopOut_path (v : Block w) (T : Tape Symbol) (ht : T.head≠6) : TM1.stepAux (M .stopOut) v T=⟨some .stopOut,v,T.move .left⟩ := by simp only [code,TM1.stepAux,ht,decide_false,Bool.cond_false] def working (out : List Symbol) (gap : ℕ) (input : List Symbol) : Tape Symbol := Tape.mk₂ (7::(List.replicate gap 0++out.reverse++[6])) input lemma start_step (input : List Symbol) (v : Block w) : Exec M ⟨some .start,v,Tape.mk₁ input⟩ ⟨some .read,v,working [] 0 input⟩ 1 := by have hh:=Exec.step M .start v (Tape.mk₁ input) simpa only [code,TM1.stepAux,Tape.mk₁,mk₂_left_nil,mk₂_write,mk₂_right,working,List.replicate_zero, List.reverse_nil,List.nil_append] using hh lemma seek_write (v : Block w) (R : List Symbol) : Exec M ⟨some .seek,v,Tape.mk₂ [] (6::R)⟩ ⟨some .back,v,Tape.mk₂ [6] (h v++R)⟩ 1 := by have hh:=Exec.step M .seek v (Tape.mk₂ [] (6::R)) simp only [code,TM1.stepAux,mk₂_head,decide_true,Bool.cond_true] at hh rw [select_step _ _ _ v (by simp)] at hh have hs:=writeLeft_step (Γ:=Symbol) (h v).reverse (.write (fun _ _=>6) (.move .right (.goto (fun _ _=>Label.back)))) v R simp only [Fin.default_eq_zero,List.reverse_reverse,List.cons_append,TM1.stepAux,mk₂_write,mk₂_right] at hs simpa only [TM1.stepAux,mk₂_write,hs] using hh lemma stopOut_write (v : Block w) (R : List Symbol) : Exec M ⟨some .stopOut,v,Tape.mk₂ [] (6::R)⟩ ⟨none,v,Tape.mk₂ [0] (header++R)⟩ 1 := by have hh:=Exec.step M .stopOut v (Tape.mk₂ [] (6::R)) have hs:=writeLeft_step (Γ:=Symbol) header.reverse (.write (fun _ _=>0) (.move .right (.halt : TM1.Stmt Symbol Label (Block w)))) v R simp only [Fin.default_eq_zero,List.reverse_reverse,List.cons_append,TM1.stepAux,mk₂_write,mk₂_right] at hs simpa only [code,TM1.stepAux,mk₂_head,decide_true,Bool.cond_true,mk₂_write,hs] using hh lemma read_block (hw : 00) (out input : List Symbol) (gap : ℕ) : Exec M ⟨some .read,v,working out gap (List.ofFn b++input)⟩ ⟨some .seek,b,(Tape.mk₂ (List.replicate gap 0++out.reverse++[6]) (List.replicate w 0++7::input)).move .left⟩ 1 := by have hh:=Exec.step M .read v (working out gap (List.ofFn b++input)) change Exec M _ (TM1.stepAux (grab _ _) v _) 1 at hh rw [working,grab_fin] at hh simp only [TM1.stepAux,hb,decide_false,Bool.cond_false] at hh cases hr : (List.ofFn b).reverse with | nil => have hl:=congrArg List.length hr; simp at hl; omega | cons a xs => have hl : (xs++[7]).length=w := by have hh:=congrArg List.length hr simp only [List.length_reverse,List.length_ofFn,List.length_cons] at hh simp only [List.length_append,List.length_singleton]; omega rw [hr] at hh simp only [List.cons_append,mk₂_left,mk₂_write] at hh rw [show xs++7::(List.replicate gap 0++out.reverse++[6])= (xs++[7])++(List.replicate gap 0++out.reverse++[6]) by simp] at hh have ht:=eraseToLeft_step (xs++[7]) (List.replicate gap 0++out.reverse++[6]) (7::input) (.move .left (.goto (fun _ _=>Label.seek))) b rw [hl] at ht rw [ht] at hh exact hh lemma cycle (hw : 00) (out input : List Symbol) (gap : ℕ) (ho : ∀ a∈out,a≠6 ∧ a≠7) (hh : ∀ a∈h b,a≠6 ∧ a≠7) : Exec M ⟨some .read,v,working out gap (List.ofFn b++input)⟩ ⟨some .read,b,working (h b++out) (gap+w) input⟩ (3+2*(out.length+gap)+(h b).length+w) := by have ha:=read_block w h header hw b v hb out input gap have hx : ∀ a∈List.replicate gap (0:Symbol)++out.reverse,a≠6 := by intro a ha rcases List.mem_append.mp ha with ha|ha · have := (List.eq_of_mem_replicate ha); subst a; decide · exact (ho a (List.mem_reverse.mp ha)).1 have hs:=scan_left M .seek 6 (seek_path w h header) (List.replicate gap 0++out.reverse) [] (List.replicate w 0++7::input) b hx have he : (List.replicate gap (0:Symbol)++out.reverse).reverse++(List.replicate w 0++7::input)= out++List.replicate (gap+w) 0++7::input := by simp only [List.reverse_append,List.reverse_reverse,List.reverse_replicate,List.replicate_add,List.append_assoc] rw [he] at hs have ht:=seek_write w h header b (out++List.replicate (gap+w) 0++7::input) have hy : ∀ a∈h b++out++List.replicate (gap+w) (0:Symbol),a≠7 := by intro a ha rcases List.mem_append.mp ha with ha|ha · rcases List.mem_append.mp ha with ha|ha · exact (hh a ha).2 · exact (ho a ha).2 · have := List.eq_of_mem_replicate ha; subst a; decide have hu:=scan_right M .back 7 (back_path w h header) (h b++out++List.replicate (gap+w) 0) [6] input b hy have hv:=Exec.step M .back b (Tape.mk₂ ((h b++out++List.replicate (gap+w) 0).reverse++[6]) (7::input)) simp only [code,TM1.stepAux,mk₂_head,decide_true,Bool.cond_true,mk₂_right] at hv simp only [List.append_assoc] at ha hs ht hu hv have hh:=((ha.trans hs).trans ht).trans (hu.trans hv) simp only [working,List.append_assoc,List.reverse_append,List.reverse_replicate,List.length_append, List.length_replicate,List.length_reverse] at hh ⊢ apply Exec.mono hh omega lemma mk₂_blanks (L R : List Symbol) (n : ℕ) : Tape.mk₂ L (R++List.replicate n 0)=Tape.mk₂ L R := by simp only [Tape.mk₂,show (0:Symbol)=default from rfl,blank_append_zero] lemma mk₂_replicate (L : List Symbol) (n : ℕ) : Tape.mk₂ L (List.replicate n 0)=Tape.mk₂ L [] := by simpa only [List.nil_append] using mk₂_blanks L [] n lemma mk₂_zero_left (R : List Symbol) : Tape.mk₂ [0] R=Tape.mk₁ R := by change Tape.mk' (ListBlank.mk (List.replicate 1 (default:Symbol))) _=Tape.mk' (ListBlank.mk []) _ rw [blank_zero] lemma finish (v : Block w) (out : List Symbol) (gap : ℕ) (ho : ∀ a∈out,a≠6 ∧ a≠7) : Exec M ⟨some .read,v,working out gap []⟩ ⟨none,(fun _=>0),Tape.mk₁ (header++out)⟩ (3+w+gap+out.length) := by have hz : List.ofFn (fun _ : Fin w=>(0:Symbol))=List.replicate w 0 := by simp have ha:=Exec.step M .read v (working out gap []) change Exec M _ (TM1.stepAux (grab _ _) v _) 1 at ha rw [working,←mk₂_blanks _ [] w] at ha simp only [List.nil_append,←hz] at ha rw [show List.ofFn (fun _ : Fin w=>(0:Symbol))= List.ofFn (fun _ : Fin w=>(0:Symbol))++[] by simp,grab_fin] at ha simp only [TM1.stepAux,decide_true,Bool.cond_true,hz,List.reverse_replicate] at ha have hs:=scan_left M .stopSep 7 (stopSep_path w h header) (List.replicate w 0) (List.replicate gap 0++out.reverse++[6]) [] (fun _=>0) (by intro a ha; have := List.eq_of_mem_replicate ha; subst a; decide) have ht:=Exec.step M .stopSep (fun _ : Fin w=>(0:Symbol)) (Tape.mk₂ (List.replicate gap 0++out.reverse++[6]) (7::List.replicate w 0)) simp only [code,TM1.stepAux,mk₂_head,decide_true,Bool.cond_true,mk₂_write] at ht have hx : ∀ a∈List.replicate gap (0:Symbol)++out.reverse,a≠6 := by intro a ha rcases List.mem_append.mp ha with ha|ha · have := List.eq_of_mem_replicate ha; subst a; decide · exact (ho a (List.mem_reverse.mp ha)).1 have hu:=scan_left M .stopOut 6 (stopOut_path w h header) (List.replicate gap 0++out.reverse) [] (0::List.replicate w 0) (fun _=>0) hx have hv:=stopOut_write w h header (fun _=>0) (out++List.replicate (gap+1+w) 0) have he : (List.replicate gap (0:Symbol)++out.reverse).reverse++(0::List.replicate w 0)= out++List.replicate (gap+1+w) 0 := by simp only [List.reverse_append,List.reverse_reverse,List.reverse_replicate,List.replicate_add,List.append_assoc,List.replicate_one,List.singleton_append] rw [he] at hu simp only [List.length_replicate,List.reverse_replicate,List.append_nil] at hs have hb:=((ha.trans hs).trans ht).trans (hu.trans hv) rw [←List.append_assoc,mk₂_blanks,mk₂_zero_left] at hb simp only [List.append_assoc,List.length_append,List.length_reverse,List.length_replicate] at hb simp only [List.append_nil,mk₂_replicate] at hb simp only [working,List.append_assoc] apply Exec.mono hb omega def budget (H n s : ℕ) : ℕ := (n+1)*(3+w+H+2*(s+n*(H+w))) lemma blocks (hw : 00) (hh : ∀ b∈bs,∀ a∈h b,a≠6 ∧ a≠7) (hH : ∀ b∈bs,(h b).length≤H) (ho : ∀ a∈out,a≠6 ∧ a≠7) : Exec M ⟨some .read,v,working out gap (bs.flatMap List.ofFn)⟩ ⟨none,(fun _=>0),Tape.mk₁ (header++bs.reverse.flatMap h++out)⟩ (budget w H bs.length (out.length+gap)) := by induction bs generalizing v out gap with | nil => simpa only [List.flatMap_nil,List.reverse_nil,List.append_nil,List.nil_append] using (finish w h header v out gap ho).mono (by simp only [budget,List.length_nil,Nat.zero_mul,Nat.zero_add,Nat.add_zero,Nat.one_mul]; omega) | cons b bs ih => have ha:=cycle w h header hw b v (hb b (by simp)) out (bs.flatMap List.ofFn) gap ho (hh b (by simp)) have hs:=ih b (h b++out) (gap+w) (fun a ha=>hb a (by simp [ha])) (fun a ha=>hh a (by simp [ha])) (fun a ha=>hH a (by simp [ha])) (by intro a ha; rcases List.mem_append.mp ha with ha|ha; exact hh b (by simp) a ha; exact ho a ha) have he:=ha.trans hs simp only [List.reverse_cons,List.flatMap_append,List.append_assoc, List.flatMap_cons] at he ⊢ apply he.mono have hlen:=hH b (by simp) simp only [budget,List.length_cons,List.length_append] nlinarith lemma computes (hw : 00) (hh : ∀ b∈bs,∀ a∈h b,a≠6 ∧ a≠7) (hH : ∀ b∈bs,(h b).length≤H) : Exec M ⟨some .start,(fun _=>0),Tape.mk₁ (bs.flatMap List.ofFn)⟩ ⟨none,(fun _=>0),Tape.mk₁ (header++bs.reverse.flatMap h)⟩ (1+budget w H bs.length 0) := by have ha:=start_step w h header (bs.flatMap List.ofFn) (fun _=>0) have hs:=blocks w h header hw bs (fun _=>0) [] 0 H hb hh hH (by simp) simpa only [List.append_nil,List.length_nil,Nat.zero_add] using ha.trans hs end MatchingFPRAS.LiteralBlockMap end OAI