import OAI.Computability.WeisfeilerLeman.Transducer namespace OAI universe uK uA namespace WLTime.BitWords def value (xs : List Bool) : ℕ := Nat.ofDigits 2 (xs.map Bool.toNat) @[simp] theorem value_nil : value []=0 := rfl @[simp] theorem value_cons (b : Bool) (xs : List Bool) : value (b::xs)=b.toNat+2*value xs := rfl theorem value_ofFn {w : ℕ} (f : Fin w → Bool) : value (List.ofFn f)=Nat.ofBits f := by induction w with | zero => simp [value] | succ w ih => rw [List.ofFn_succ,value_cons,Nat.ofBits_succ,ih] dsimp only [Function.comp_def] omega theorem value_lt (xs : List Bool) : value xs<2^xs.length := by rw [←List.ofFn_get xs,value_ofFn] simpa only [List.length_ofFn] using Nat.ofBits_lt_two_pow xs.get theorem value_word {w : ℕ} (a : Word w) : value (wordBits a)=a.val := by rw [wordBits,value_ofFn,Nat.ofBits_testBit,Nat.mod_eq_of_lt a.isLt] theorem testBit_value (xs : List Bool) (i : ℕ) : (value xs).testBit i=xs.getD i false := by rw [←List.ofFn_get xs,value_ofFn,Nat.testBit_ofBits] simp only [List.ofFn_get] split_ifs with h · change xs[i]=xs.getD i false exact (List.getD_eq_getElem _ _ h).symm · exact (List.getD_eq_default xs false (Nat.le_of_not_gt h)).symm theorem word_of_value (xs : List Bool) : wordBits (⟨value xs,value_lt xs⟩ : Word xs.length)=xs := by apply List.ext_getElem · simp [wordBits] · intro i hi hj simp only [wordBits,List.getElem_ofFn,testBit_value] exact List.getD_eq_getElem _ _ hj def inc : List Bool → List Bool | [] => [] | false::xs => true::xs | true::xs => false::inc xs @[simp] theorem length_inc (xs : List Bool) : (inc xs).length=xs.length := by induction xs with | nil => rfl | cons b xs ih => cases b <;> simp [inc,ih] theorem inc_value (xs : List Bool) : value (inc xs)=(value xs+1)%2^xs.length := by induction xs with | nil => simp [inc] | cons b xs ih => cases b · have hx := value_lt xs simp only [inc,value_cons,Bool.toNat_false,Bool.toNat_true,List.length_cons,pow_succ] rw [Nat.mod_eq_of_lt (by omega)] omega · simp only [inc,value_cons,Bool.toNat_false,Bool.toNat_true,List.length_cons,pow_succ,ih,zero_add] have he : 1+2*value xs+1=2*(value xs+1) := by omega rw [he,Nat.mul_comm (2^xs.length) 2,Nat.mul_mod_mul_left] theorem word_injective {w : ℕ} : Function.Injective (wordBits (w:=w)) := by intro a b h apply Fin.ext simpa only [value_word] using congrArg value h end WLTime.BitWords namespace WLTime.BitWords def carry : List Bool → ℕ | true::xs => carry xs+1 | _ => 0 def rest : List Bool → List Bool | true::xs => rest xs | xs => xs def raise : List Bool → List Bool | [] => [] | _::xs => true::xs theorem carry_le (xs : List Bool) : carry xs≤xs.length := by induction xs with | nil => rfl | cons b xs ih => cases b <;> simp [carry]; omega theorem inc_decompose (xs : List Bool) : inc xs=List.replicate (carry xs) false++raise (rest xs) := by induction xs with | nil => rfl | cons b xs ih => cases b <;> simp [inc,carry,rest,raise,ih,List.replicate_succ] end WLTime.BitWords namespace WLTime.TypedStack.Code open BitWords variable {K : Type uK} [DecidableEq K] def carryCode (a b : K) : Code K Bool := .loop (fun v => v a==some true) (.seq (.pop a) (.push b false)) def raiseCode (a : K) : Code K Bool := .branch (nonempty a) (.seq (.pop a) (.push a true)) .skip def increment (a b : K) : Code K Bool := .seq (carryCode a b) (.seq (raiseCode a) (.transfer b a false)) theorem carryCode_exec (a b : K) (hab : a≠b) (s : Stacks K Bool) : (carryCode a b).Exec s (5*carry (s a)+1) (Function.update (Function.update s a (rest (s a))) b (List.replicate (carry (s a)) false++s b)) := by generalize hx : s a=xs induction xs generalizing s with | nil => have hout : Function.update (Function.update s a (rest [])) b (List.replicate (carry []) false++s b)=s := by simp only [rest,carry,List.replicate_zero,List.nil_append] rw [←hx,Function.update_eq_self,Function.update_eq_self] rw [hout] exact .loop_false (by simp [tops,hx]) | cons x xs ih => cases x · have hout : Function.update (Function.update s a (rest (false::xs))) b (List.replicate (carry (false::xs)) false++s b)=s := by simp only [rest,carry,List.replicate_zero,List.nil_append] rw [←hx,Function.update_eq_self,Function.update_eq_self] rw [hout] exact .loop_false (by simp [tops,hx]) · let mid := Function.update (Function.update s a xs) b (false::s b) have hb : (Code.seq (.pop a) (.push b false)).Exec s 4 mid := by simpa only [hx,List.tail_cons,Function.update_of_ne hab.symm,mid] using Exec.seq (Exec.pop s a) (Exec.push (Function.update s a (s a).tail) b false) have hs : mid a=xs := by simp [mid,hab] have hh := ih mid hs have hout : Function.update (Function.update mid a (rest xs)) b (List.replicate (carry xs) false++mid b)= Function.update (Function.update s a (rest (true::xs))) b (List.replicate (carry (true::xs)) false++s b) := by funext k by_cases hk : k=b · subst k simp only [Function.update_self,mid,carry] rw [List.replicate_succ'] simp only [List.append_assoc,List.singleton_append] · by_cases ha : k=a · subst k; simp [mid,hk,rest] · simp [mid,hk,ha] rw [hout] at hh have he := Exec.loop_true (p:=fun v : Tops K Bool => v a==some true) (by simp [tops,hx]) hb hh convert he using 1 · rfl · simp [carry]; omega theorem raiseCode_exec (a : K) (s : Stacks K Bool) : ∃u≤5,(raiseCode a).Exec s u (Function.update s a (raise (s a))) := by cases hx : s a with | nil => refine ⟨2,by omega,?_⟩ have ht : Function.update s a (raise (s a))=s := by rw [hx]; change Function.update s a []=s; rw [←hx]; exact Function.update_eq_self _ _ rw [hx] at ht rw [ht] exact Exec.branch_false (by simp [nonempty,tops,hx]) (Exec.skip s) | cons b xs => have he := Exec.seq (Exec.pop s a) (Exec.push (Function.update s a (s a).tail) a true) have hf := Exec.branch_true (b:=.skip) (p:=nonempty a) (by simp [nonempty,tops,hx]) he refine ⟨5,by omega,?_⟩ simpa only [raiseCode,hx,List.tail_cons,Function.update_self,Function.update_idem,raise] using hf theorem increment_exec (a b : K) (hab : a≠b) (s : Stacks K Bool) (hb : s b=[]) : ∃u≤10*(s a).length+7,(increment a b).Exec s u (Function.update s a (inc (s a))) := by let mid := Function.update (Function.update s a (rest (s a))) b (List.replicate (carry (s a)) false) have hc : (carryCode a b).Exec s (5*carry (s a)+1) mid := by simpa only [hb,List.append_nil] using carryCode_exec a b hab s obtain ⟨u,hu,he⟩ := raiseCode_exec a mid have ht := transfer_exec b a hab.symm false (Function.update mid a (raise (mid a))) have hf := Exec.seq hc (Exec.seq he ht) have hout : Function.update (Function.update (Function.update mid a (raise (mid a))) b []) a (((Function.update mid a (raise (mid a))) b).reverse++(Function.update mid a (raise (mid a))) a)= Function.update s a (inc (s a)) := by funext k by_cases ha : k=a · subst k simp [mid,hab,hab.symm,inc_decompose] · by_cases hkb : k=b · subst k; simp [mid,ha,hb] · simp [mid,ha,hkb] rw [hout] at hf refine ⟨_,?_,hf⟩ simp only [mid,Function.update_of_ne hab.symm,Function.update_self,List.length_replicate] have h := carry_le (s a) omega end WLTime.TypedStack.Code namespace WLTime.SparseMatch open TypedStack abbrev Reg := Fin 4 def state (a b f h : List Bool) : Stacks Reg Bool := ![a,b,f,h] def body : Code Reg Bool := .seq (.pushDyn 2 (fun v => (v 2).getD false && ((v 0).getD false == (v 1).getD false))) (.seq (.pushDyn 3 (fun v => (v 0).getD false)) (.seq (.pop 0) (.pop 1))) def program : ℕ → Code Reg Bool | 0 => .skip | n+1 => .seq body (program n) theorem body_exec (x y q : Bool) (xs ys fs hs : List Bool) : body.Exec (state (x::xs) (y::ys) (q::fs) hs) 8 (state xs ys ((q&&(x==y))::q::fs) (x::hs)) := by let s := state (x::xs) (y::ys) (q::fs) hs let s₁ := Function.update s 2 ((q&&(x==y))::q::fs) let s₂ := Function.update s₁ 3 (x::hs) let s₃ := Function.update s₂ 0 xs have h₁ : (Code.pushDyn 2 (fun v : Tops Reg Bool => (v 2).getD false && ((v 0).getD false == (v 1).getD false))).Exec s 2 s₁ := by simpa [s,s₁,state,tops] using Code.Exec.pushDyn s 2 (fun v => (v 2).getD false && ((v 0).getD false == (v 1).getD false)) have h₂ : (Code.pushDyn 3 (fun v : Tops Reg Bool => (v 0).getD false)).Exec s₁ 2 s₂ := by simpa [s₂,s₁,s,state,tops] using Code.Exec.pushDyn s₁ 3 (fun v => (v 0).getD false) have h₃ : (Code.pop 0).Exec s₂ 2 s₃ := by simpa [s₃,s₂,s₁,s,state] using Code.Exec.pop s₂ 0 have h₄ : (Code.pop 1).Exec s₃ 2 (state xs ys ((q&&(x==y))::q::fs) (x::hs)) := by have he := Code.Exec.pop s₃ 1 convert he using 1 funext i; fin_cases i <;> simp [s₃,s₂,s₁,s,state] exact Code.Exec.seq h₁ (Code.Exec.seq h₂ (Code.Exec.seq h₃ h₄)) theorem program_exec (xs ys tail fs hs : List Bool) (q : Bool) (hlen : ys.length=xs.length) : ∃gs, gs.length=xs.length+fs.length+1 ∧ gs.headD false=(q && (xs==ys)) ∧ (program xs.length).Exec (state (xs++tail) ys (q::fs) hs) (8*xs.length+1) (state tail [] gs (xs.reverse++hs)) := by induction xs generalizing ys fs hs q with | nil => have hy : ys=[] := List.eq_nil_of_length_eq_zero hlen subst ys exact ⟨q::fs,by simp,by simp,by simpa [program,state] using Code.Exec.skip (state tail [] (q::fs) hs)⟩ | cons x xs ih => cases ys with | nil => simp at hlen | cons y ys => have hy : ys.length=xs.length := by simpa using hlen obtain ⟨gs,hg,hhead,he⟩ := ih ys (q::fs) (x::hs) (q&&(x==y)) hy refine ⟨gs,by simp only [List.length_cons] at hg ⊢; omega,?_,?_⟩ · rw [hhead] simp only [List.cons_beq_cons] cases q <;> cases hxy : (x==y) <;> simp · have h := Code.Exec.seq (body_exec x y q (xs++tail) ys fs hs) he simpa only [program,List.length_cons,List.cons_append,List.reverse_cons,List.append_assoc,List.singleton_append,List.nil_append,Nat.mul_add,Nat.mul_one,Nat.add_assoc,Nat.add_comm,Nat.add_left_comm] using h theorem program_size (n : ℕ) : (program n).controlSize=8*n+1 := by induction n with | zero => rfl | succ n ih => simp only [program,body,Code.controlSize,ih]; omega end WLTime.SparseMatch namespace WLTime.SparseTake open TypedStack abbrev Reg := Fin 3 def state (a b c : List Bool) : Stacks Reg Bool := ![a,b,c] def body : Code Reg Bool := .seq (.pushDyn 1 (fun v => (v 0).getD false)) (.seq (.pushDyn 2 (fun v => (v 0).getD false)) (.pop 0)) def program : ℕ → Code Reg Bool | 0 => .skip | n+1 => .seq body (program n) theorem body_exec (x : Bool) (xs bs cs : List Bool) : body.Exec (state (x::xs) bs cs) 6 (state xs (x::bs) (x::cs)) := by let s := state (x::xs) bs cs let s₁ := Function.update s 1 (x::bs) let s₂ := Function.update s₁ 2 (x::cs) have he₁ : (Code.pushDyn 1 (fun v : Tops Reg Bool => (v 0).getD false)).Exec s 2 s₁ := by simpa [s₁,s,state,tops] using Code.Exec.pushDyn s 1 (fun v => (v 0).getD false) have he₂ : (Code.pushDyn 2 (fun v : Tops Reg Bool => (v 0).getD false)).Exec s₁ 2 s₂ := by simpa [s₂,s₁,s,state,tops] using Code.Exec.pushDyn s₁ 2 (fun v => (v 0).getD false) have he₃ : (Code.pop 0).Exec s₂ 2 (state xs (x::bs) (x::cs)) := by have he := Code.Exec.pop s₂ 0 convert he using 1 funext i; fin_cases i <;> simp [s₂,s₁,s,state] exact Code.Exec.seq he₁ (Code.Exec.seq he₂ he₃) theorem program_exec (xs tail bs cs : List Bool) : (program xs.length).Exec (state (xs++tail) bs cs) (6*xs.length+1) (state tail (xs.reverse++bs) (xs.reverse++cs)) := by induction xs generalizing bs cs with | nil => simpa [program,state] using Code.Exec.skip (state tail bs cs) | cons x xs ih => have he := Code.Exec.seq (body_exec x (xs++tail) bs cs) (ih (x::bs) (x::cs)) simpa only [program,List.length_cons,List.cons_append,List.reverse_cons,List.append_assoc,List.singleton_append,List.nil_append,Nat.mul_add,Nat.mul_one,Nat.add_assoc,Nat.add_comm,Nat.add_left_comm] using he theorem program_size (n : ℕ) : (program n).controlSize=6*n+1 := by induction n with | zero => rfl | succ n ih => simp only [program,body,Code.controlSize,ih]; omega end WLTime.SparseTake namespace WLTime.SparseLookup open TypedStack abbrev Reg := Fin 8 def state (log query out hist copy flags candidate tmp : List Bool) : Stacks Reg Bool := ![log,query,out,hist,copy,flags,candidate,tmp] def matchMap : Fin 4 → Reg := ![0,4,5,3] def takeMap : Fin 3 → Reg := ![0,3,6] theorem matchMap_inj : Function.Injective matchMap := by decide theorem takeMap_inj : Function.Injective takeMap := by decide def first (w : ℕ) : Code Reg Bool := .seq (.copy 1 4 7 false) (.seq (.push 5 true) (.seq ((SparseMatch.program w).relabel matchMap) ((SparseTake.program w).relabel takeMap))) def finish : Code Reg Bool := .seq (.branch (fun v => (v 5).getD false) (.transfer 6 2 false) (.clear 6)) (.clear 5) def one (w : ℕ) : Code Reg Bool := .seq (first w) finish theorem first_exec (key value query tail hist : List Bool) (hk : key.length=query.length) (hv : value.length=query.length) : ∃fs, fs.length=query.length+1 ∧ fs.headD false=(key==query) ∧ (first query.length).Exec (state (key++value++tail) query [] hist [] [] [] []) (26*query.length+6) (state tail query [] (value.reverse++key.reverse++hist) [] fs value.reverse []) := by let s₀ := state (key++value++tail) query [] hist [] [] [] [] let s₁ := state (key++value++tail) query [] hist query [] [] [] let s₂ := state (key++value++tail) query [] hist query [true] [] [] have h₁ : (Code.copy 1 4 7 false).Exec s₀ (12*query.length+2) s₁ := by have h := Code.copy_exec (1 : Reg) 4 7 (by decide) (by decide) (by decide) false s₀ rfl convert h using 1 · rfl · funext i; fin_cases i <;> simp [s₁,s₀,state] have h₂ : (Code.push 5 true).Exec s₁ 2 s₂ := by have h := Code.Exec.push s₁ 5 true convert h using 1 funext i; fin_cases i <;> simp [s₂,s₁,state] obtain ⟨fs,hlen,hhead,hm⟩ := SparseMatch.program_exec key query (value++tail) [] hist true hk.symm have h₃ : ((SparseMatch.program query.length).relabel matchMap).Exec s₂ (8*query.length+1) (state (value++tail) query [] (key.reverse++hist) [] fs [] []) := by rw [hk] at hm apply Code.relabel_exec_of_maps matchMap matchMap_inj hm · intro i; fin_cases i <;> simp [s₂,state,SparseMatch.state,matchMap,List.append_assoc] · intro i; fin_cases i <;> simp [state,SparseMatch.state,matchMap] · intro i hi; fin_cases i <;> simp_all [state,s₂,matchMap] <;> first | exact False.elim (hi 0 rfl) | exact False.elim (hi 1 rfl) | exact False.elim (hi 2 rfl) | exact False.elim (hi 3 rfl) have h₄ : ((SparseTake.program query.length).relabel takeMap).Exec (state (value++tail) query [] (key.reverse++hist) [] fs [] []) (6*query.length+1) (state tail query [] (value.reverse++key.reverse++hist) [] fs value.reverse []) := by have ht := SparseTake.program_exec value tail (key.reverse++hist) [] rw [hv] at ht apply Code.relabel_exec_of_maps takeMap takeMap_inj ht · intro i; fin_cases i <;> simp [state,SparseTake.state,takeMap] · intro i; fin_cases i <;> simp [state,SparseTake.state,takeMap,List.append_assoc] · intro i hi; fin_cases i <;> simp_all [state,takeMap] <;> first | exact False.elim (hi 0 rfl) | exact False.elim (hi 1 rfl) | exact False.elim (hi 2 rfl) refine ⟨fs,by simpa [hk] using hlen,by simpa using hhead,?_⟩ have he := Code.Exec.seq h₁ (Code.Exec.seq h₂ (Code.Exec.seq h₃ h₄)) convert he using 1 · rfl · omega theorem finish_exec (tail query hist fs value : List Bool) : ∃u ≤ 5*value.length+3*fs.length+3, finish.Exec (state tail query [] hist [] fs value.reverse []) u (state tail query (if fs.headD false then value else []) hist [] [] [] []) := by let s := state tail query [] hist [] fs value.reverse [] let out := if fs.headD false then value else [] let mid := state tail query out hist [] fs [] [] have hb : ∃u ≤ 5*value.length+2, (Code.branch (fun v : Tops Reg Bool => (v 5).getD false) (.transfer 6 2 false) (.clear 6)).Exec s u mid := by cases hh : fs.headD false · have he := Code.clear_exec (6 : Reg) s have ho : out=[] := ite_eq_right (by rw [hh]; decide) have hm : Function.update s 6 []=mid := by funext i; fin_cases i <;> simp [s,mid,state,ho] rw [hm] at he refine ⟨_,?_,Code.Exec.branch_false (by simpa [tops,s,state] using hh) he⟩ simp [s,state]; omega · have he := Code.transfer_exec (6 : Reg) 2 (by decide) false s have ho : out=value := ite_eq_left hh have hm : Function.update (Function.update s 6 []) 2 ((s 6).reverse++s 2)=mid := by funext i; fin_cases i <;> simp [s,mid,state,ho] rw [hm] at he refine ⟨_,?_,Code.Exec.branch_true (by simpa [tops,s,state] using hh) he⟩ simp [s,state] obtain ⟨u,hu,he⟩ := hb have hc := Code.clear_exec (5 : Reg) mid have hf : Function.update mid 5 []=state tail query out hist [] [] [] [] := by funext i; fin_cases i <;> simp [mid,state] rw [hf] at hc refine ⟨_,?_,Code.Exec.seq he hc⟩ change u+(3*fs.length+1) ≤ _ omega theorem one_exec (key value query tail hist : List Bool) (hk : key.length=query.length) (hv : value.length=query.length) : ∃u ≤ 40*(query.length+1), (one query.length).Exec (state (key++value++tail) query [] hist [] [] [] []) u (state tail query (if key=query then value else []) (value.reverse++key.reverse++hist) [] [] [] []) := by obtain ⟨fs,hf,hh,he⟩ := first_exec key value query tail hist hk hv obtain ⟨u,hu,hg⟩ := finish_exec tail query (value.reverse++key.reverse++hist) fs value rw [hh] at hg simp only [beq_iff_eq] at hg refine ⟨_,?_,Code.Exec.seq he hg⟩ rw [hf,hv] at hu omega end WLTime.SparseLookup namespace WLTime.TypedStack.Code variable {K : Type uK} {A : Type uA} [DecidableEq K] def pushList (k : K) : List A → Code K A | [] => .skip | x::xs => .seq (pushList k xs) (.push k x) theorem pushList_exec (k : K) (xs : List A) (s : Stacks K A) : (pushList k xs).Exec s (2*xs.length+1) (Function.update s k (xs++s k)) := by induction xs with | nil => simpa [pushList] using Exec.skip s | cons x xs ih => have he := Exec.seq ih (Exec.push (Function.update s k (xs++s k)) k x) simpa only [pushList,List.length_cons,List.cons_append,Function.update_self,Function.update_idem, Nat.mul_add,Nat.mul_one,Nat.add_assoc] using he omit [DecidableEq K] in theorem pushList_size (k : K) (xs : List A) : (pushList k xs).controlSize=2*xs.length+1 := by induction xs with | nil => rfl | cons x xs ih => simp only [pushList,controlSize,List.length_cons,ih]; omega end WLTime.TypedStack.Code namespace WLTime.SparseLookup open TypedStack abbrev Entry := List Bool × List Bool def flatten (l : List Entry) : List Bool := l.flatMap (fun e => e.1++e.2) def WellFormed (w : ℕ) (l : List Entry) : Prop := ∀e∈l,e.1.length=w ∧ e.2.length=w def consumed (q : List Bool) : List Entry → List Entry | [] => [] | e::l => if e.1=q then [e] else e::consumed q l def remaining (q : List Bool) : List Entry → List Entry | [] => [] | e::l => if e.1=q then l else remaining q l def found (q : List Bool) : List Entry → List Bool | [] => [] | e::l => if e.1=q then e.2 else found q l theorem split_log (q : List Bool) (l : List Entry) : consumed q l++remaining q l=l := by induction l with | nil => rfl | cons e l ih => by_cases he : e.1=q <;> simp [consumed,remaining,he,ih] theorem flatten_append (l m : List Entry) : flatten (l++m)=flatten l++flatten m := by simp [flatten] theorem flatten_length (w : ℕ) (l : List Entry) (hw : WellFormed w l) : (flatten l).length=2*w*l.length := by induction l with | nil => simp [flatten] | cons e l ih => have he := hw e (by simp) have hl : WellFormed w l := fun a ha => hw a (by simp [ha]) have hh := ih hl simp only [flatten,List.flatMap_cons,List.length_append,List.length_cons] at * rw [he.1,he.2,hh] ring theorem consumed_length (q : List Bool) (l : List Entry) : (flatten (consumed q l)).length ≤ (flatten l).length := by have hh := congrArg (fun l => (flatten l).length) (split_log q l) rw [flatten_append,List.length_append] at hh omega theorem found_length (q : List Bool) (l : List Entry) (hw : WellFormed q.length l) : (found q l).length=0 ∨ (found q l).length=q.length := by induction l with | nil => exact Or.inl rfl | cons e l ih => by_cases he : e.1=q · exact Or.inr (by simpa [found,he] using (hw e (by simp)).2) · simpa [found,he] using ih (fun a ha => hw a (by simp [ha])) def keepGoing (v : Tops Reg Bool) : Bool := (Code.nonempty 0 v) && !(Code.nonempty 2 v) def search (w : ℕ) : Code Reg Bool := .loop keepGoing (one w) theorem search_exec (q : List Bool) (l : List Entry) (hist : List Bool) (hq : 0 refine ⟨1,by simp,?_⟩ have he : (search q.length).Exec (state [] q [] hist [] [] [] []) 1 (state [] q [] hist [] [] [] []) := Code.Exec.loop_false (by simp [keepGoing,Code.nonempty,tops,state]) simpa [flatten,consumed,remaining,found] using he | cons e l ih => have he := hw e (by simp) have hl : WellFormed q.length l := fun a ha => hw a (by simp [ha]) have hkne : e.1≠[] := by intro h have hh := he.1 rw [h,List.length_nil] at hh omega obtain ⟨a,ha,hstep⟩ := one_exec e.1 e.2 q (flatten l) hist he.1 he.2 by_cases h : e.1=q · have hval : e.2≠[] := by intro hh; rw [hh,List.length_nil] at he; omega simp only [ite_eq_left h] at hstep have hstop : (search q.length).Exec (state (flatten l) q e.2 (e.2.reverse++e.1.reverse++hist) [] [] [] []) 1 (state (flatten l) q e.2 (e.2.reverse++e.1.reverse++hist) [] [] [] []) := Code.Exec.loop_false (by simp [keepGoing,Code.nonempty,tops,state,hval]) have hex := Code.Exec.loop_true (p:=keepGoing) (by simp [keepGoing,Code.nonempty,tops,state,hkne]) hstep hstop refine ⟨a+1+1,?_,?_⟩ · simp only [List.length_cons]; nlinarith · simpa only [search,flatten,List.flatMap_cons,consumed,remaining,found,ite_eq_left h,List.flatMap_nil,List.append_nil, List.reverse_append,List.append_assoc] using hex · simp only [ite_eq_right h] at hstep obtain ⟨b,hb,hrest⟩ := ih (e.2.reverse++e.1.reverse++hist) hl have hex := Code.Exec.loop_true (p:=keepGoing) (by simp [keepGoing,Code.nonempty,tops,state,hkne]) hstep hrest refine ⟨a+b+1,?_,?_⟩ · simp only [List.length_cons]; nlinarith · simpa only [search,flatten,List.flatMap_cons,consumed,remaining,found,ite_eq_right h,List.reverse_append,List.append_assoc] using hex end WLTime.SparseLookup end OAI