You are an expert Lean4 and formal verification agent proving a Lean4 theorem. Your output **must** strictly adhere to the specified format.

### Input Information
You will receive the following components, relevant to the target theorem:
* <all_available_defs>: Definitions available from imported modules (either from the current Lean repository or from Mathlib)
* <all_available_lemmas>: Lemmas/theorems available that may assist the proof.
* <local_ctx>...</local_ctx>: The local file context (imports, namespaces, definitions, comments, etc.) from the top of the file up to—but not including—the target theorem or any previously defined local lemmas/theorems.
* <target_theorem>...</target_theorem>: The target theorem statement, ending with `:=`.

**Notes**
1. Definitions include their full bodies, but for definitions whose bodies contain proofs, the proof parts are replaced by `admit` (i.e., admit /- proof elided -/), while the rest of the definition is kept unchanged; lemmas include only their statements.
2. You may freely reference any definition or lemma contained in these tags without redefining them.
3. The tags for available definitions and lemmas (all_available_defs, all_available_lemmas) may be omitted if empty.

### Output Format & Requirements
Your output MUST contain a complete, syntactically correct Lean 4 proof for the target theorem.

**Strict Output Structure:**
<reasoning> 
...
</reasoning> 

<lean4_invented_lemmas>
-- each lemma is a full Lean 4 declaration with a complete proof
...
</lean4_invented_lemmas>

<lean4_proof>
-- Lean 4 proof body of the target theorem
...
</lean4_proof>

**Requirements:**
1. <reasoning> and <lean4_invented_lemmas> are OPTIONAL. Include them only if they aid proof construction.
2. <lean4_proof> MUST contain only the proof body (tactics/terms), starting by "by", NOT the theorem declaration.
3. <lean4_invented_lemmas> (if present) MUST contain syntactically correct lemma declarations that type checks AND complete proof bodies. Defining a lemma using `axiom` is NOT allowed.
4. <reasoning> contains high-level proof planning.
5. If you create a lemma under <lean4_invented_lemmas> whose name is namespaced (e.g., X.Y.Z), you MUST always refer to it using its fully qualified name. Do NOT rely on shortened names. For example, write rw [X.Y.Z], not rw [Z] for invented lemmas.
6. All Lean 4 code MUST be syntactically correct. No `sorry`, `admit`, or non-Lean text. Comments allowed using `--` or `/- ... -/`.
7. Follow the tags and structure EXACTLY. No extra text before, between, or after the sections.
8. Do NOT wrap invented lemmas in a `mutual` block unless they have genuine mutual recursion. Declare each lemma independently.

### Examples are provided here (example input are under "User Prompt", and example assistant response are under "Agent Response"):
Example 1 ------------------- 
User Prompt:
<all_available_defs>
structure BitVec (w : Nat) where
  /-- Construct a `BitVec w` from a number less than `2^w`.
  O(1), because we use `Fin` as the internal representation of a bitvector. -/
  ofFin ::

  /-- Interpret a bitvector as a number less than `2^w`.
  O(1), because we use `Fin` as the internal representation of a bitvector. -/
  toFin : Fin (hPow 2 w)
</all_available_defs>

<all_available_lemmas>
theorem List.getElem_append_left{α : Type u_1} {l₁ l₂ : List α} {i : Nat} (hn : i < l₁.length) : (l₁ ++ l₂)[i] = l₁[i]
theorem getElem_eq_testBit_toNat (x : BitVec w) (i : Nat) (h : i < w) :
  x[i] = x.toNat.testBit i := rfl
@[simp, grind =] theorem toNat_cons (b : Bool) (x : BitVec w) :
    (cons b x).toNat = (b.toNat <<< w) ||| x.toNat
@[simp, grind =] theorem getLsbD_of_ge (x : BitVec w) (i : Nat) (ge : w ≤ i) : getLsbD x i = false
theorem testBit_toNat (x : BitVec w) : x.toNat.testBit i = x.getLsbD i
</all_available_lemmas>

<local_ctx>
import Mathlib.Computability.NFA
import Mathlib.Data.FinEnum
import Mathlib.Data.Rel
import Mathlib.Data.Vector.Basic
import Blase.AutoStructs.ForLean

open Set
open Mathlib
open SetRel

-- this is better because card is defeq to n
instance (α : Type) : Inter (Language α) := ⟨Set.inter⟩
instance (α : Type) : Union (Language α) := ⟨Set.union⟩

/--
The set of `n`-tuples of bit vectors of an arbitrary width.
-/
structure BitVecs (n : Nat) where
  w : Nat
  bvs : List.Vector (BitVec w) n

def BitVecs.cast (bvs : BitVecs n) (h : n = n') : BitVecs n' :=
  { w := bvs.w, bvs := h ▸ bvs.bvs }

abbrev BitVecs.empty : BitVecs n := ⟨0, List.Vector.replicate n .nil⟩
abbrev BitVecs.singleton {w : Nat} (bv : BitVec w) : BitVecs 1 := ⟨w, bv ::ᵥ .nil⟩
abbrev BitVecs.pair {w : Nat} (bv1 bv2 : BitVec w) : BitVecs 2 := ⟨w, bv1 ::ᵥ bv2 ::ᵥ .nil⟩

/--
The set of `n`-tuples of bit vectors of an arbitrary width, encoded as a list of
bit vectors of width `n`. The width of the encoded bit vectors is the length of
the list.
-/
abbrev BitVecs' (n : Nat) := List (BitVec n)

@[simps]
def dec (bvs' : BitVecs' n) : BitVecs n where
  w := bvs'.length
  bvs := List.Vector.ofFn fun k => BitVec.ofFn fun i => bvs'[i].getLsbD k

@[simp]
</local_ctx>

<target_theorem>
lemma dec_snoc n (bvs' : BitVecs' n) (a : BitVec n) :
  dec (bvs' ++ [a]) =
    { w := bvs'.length + 1
      bvs := List.Vector.ofFn fun k =>
        BitVec.cons (a.getLsbD k) ((dec bvs').bvs.get k) } :=
</target_theorem>

Agent Response:
<reasoning> 
The goal is to understand what `dec` does after appending one more bitvector `a` to `bvs'`. By definition, `dec` builds a width `= length` and a vector of bitvectors whose `i`-th bit at position `k` is `bvs'[i].getLsbD k`. So for `bvs' ++ [a]`, we expect the width to increase by 1 and each resulting bitvector to be `BitVec.cons` of the new bit coming from `a`.

First, I use `ext` twice: once on the record to focus on the `bvs` field, and once on the resulting bitvector. This reduces everything to a pointwise statement:
for fixed `k` and `i` with `i < bvs'.length + 1`,
the bit `(bvs' ++ [a])[i].getLsbD k` should match the bit at index `i` of `BitVec.cons (a.getLsbD k) ((dec bvs').bvs.get k)`.

At this point I need a clean description of indexing into `BitVec.cons`: if we have `x : BitVec n`, then `(cons b x)[i]` should give `b` at the new “last” index `n` and `x[i]` otherwise. That motivates an auxiliary lemma `getElem_cons` expressing exactly this behavior, proved via the `testBit`/`toNat` characterization and a case split on `i < n`, `i = n`, `i > n`.

Using `getElem_cons`, the RHS becomes an `if` on whether `i = bvs'.length`. So I split into cases:
- If `i = bvs'.length`, then `(bvs' ++ [a])[i]` is the appended `a`, so both sides reduce to `a.getLsbD k`.
- If `i ≠ bvs'.length`, the bound `i < bvs'.length + 1` forces `i < bvs'.length`. Then `(bvs' ++ [a])[i] = bvs'[i]` by `List.getElem_append_left`, and the RHS takes the “else” branch and likewise gives the bit from `bvs'[i]`. In both subcases, `simp` (plus the definition of `dec`) finishes.

So the whole proof is: `ext` to bit level, unfold `dec` with `simp_all`, rewrite with `getElem_cons`, split on the boundary index `i = length bvs'`, and in the “< length” branch use `List.getElem_append_left` and bounds to line up both sides.
</reasoning> 

<lean4_invented_lemmas>
@[grind =]
theorem getElem_cons {b : Bool} {n} {x : BitVec n} {i : Nat} (h : i < n + 1) :
    (cons b x)[i] = if h : i = n then b else x[i] := by
  simp only [BitVec.getElem_eq_testBit_toNat, BitVec.toNat_cons, Nat.testBit_or]
  rw [Nat.testBit_shiftLeft]
  rcases Nat.lt_trichotomy i n with i_lt_n | i_eq_n | n_lt_i
  · have p1 : ¬(n ≤ i) := by omega
    have p2 : i ≠ n := by omega
    simp [p1, p2]
  · simp only [i_eq_n, ge_iff_le, Nat.le_refl, decide_true, Nat.sub_self, Nat.testBit_zero,
    Bool.true_and, BitVec.testBit_toNat, BitVec.getLsbD_of_ge, Bool.or_false]
    cases b <;> trivial
  · have p1 : i ≠ n := by omega
    have p2 : i - n ≠ 0 := by omega
    simp [p1, p2, Nat.testBit_bool_toNat]
</lean4_invented_lemmas>

<lean4_proof>
by
  ext k i hi <;> simp_all
  rw [getElem_cons]
  split
  next heq => simp_all
  next h =>
    have hlt : i < List.length bvs' := by simp at hi; omega
    rw [List.getElem_append_left hlt]
    simp
</lean4_proof>

### Your task:
<all_available_defs>
instance [Monad m] [LawfulMonad m] [_root_.CompleteLattice l]
  [inst: MAlgOrdered m l] :
  MAlgLift m l (NonDetT m) l where
    cl := by admit /- proof elided -/

instance : Monad (NonDetT m) where
  pure := NonDetT.pure
  bind := NonDetT.bind

Lean.Expr.getNumHeadForalls in Lean.Expr

def WPGen.recProd {l : Type u} {m : Type u -> Type v} [Monad m] [LawfulMonad m] [CompleteBooleanAlgebra l] [MAlgOrdered m l]
  {pr: Prod α₁ α₂}
  {mkp : α₁ → α₂ → m β}
  (wpgf : ∀ (a: α₁) (b: α₂), WPGen (mkp a b)):
  WPGen (Prod.recOn pr mkp : m β) where
  get := fun post =>
    (⨅ a, ⨅ b, (wpgf a b).get post)
  prop := by admit /- proof elided -/

def decodeStrLeanList (encoded_str: List Encoding) : List Char :=
  match encoded_str with
  | List.nil => List.nil
  | List.cons hd tl => (List.replicate hd.cnt hd.c) ++ (decodeStrLeanList tl)

Lean.Parser.Term.matchAlts in Lean.Parser.Term

private def _root_.Lean.SimpleScopedEnvExtension.modify
  (ext : SimpleScopedEnvExtension α σ) (s : σ -> σ)
  [Monad m] [MonadEnv m] : m Unit := do
  Lean.modifyEnv (ext.modifyState · s)

def NonDetT.μ  {l : Type u} [CompleteLattice l] [MAlgOrdered m l] : NonDetT m l -> l := fun x => NonDetT.wp x id

private def getDoSeq (doStx : Syntax) : Syntax :=
  doStx[1]

instance [Monad m] [LawfulMonad m] : LawfulMonadLiftT m (ExceptT ε m) where
  monadLift_pure := by admit /- proof elided -/

Lean.Meta.mkFreshExprMVar in Lean.Meta.Basic

AddCommMonoid in Mathlib.Algebra.Group.Defs

ExceptT.run in Init.Control.Except

class MAlg [Monad m] (l : outParam (Type v)) where
  μ : m l -> l
  pure : ∀ l, μ (pure l) = l
  bind : ∀ {α : Type v} (x : m α) (f g : α -> m l),
    μ ∘ f = μ ∘ g ->
    μ (x >>= f) = μ (x >>= g)

def attrIgnoreAuxDef (name : Name) (default : AttrM α) (x : AttrM α) : AttrM α := do
  
  if let .str _ "_mutual" := name then

instance (hd : ε -> _) [IsHandler hd] [_root_.CompleteLattice l] [Monad m] [LawfulMonad m] [inst: MAlgOrdered m l]
  [∀ α, CCPO (m α)] [MonoBind m]
  [MAlgPartial m] : MAlgPartial (ExceptT ε m) where
  csup_lift {α} chain := by admit /- proof elided -/

Lean.Parser.Term.doFor in Lean.Parser.Do

scoped instance TotalHandler {ε} : IsHandler (ε := ε) fun _ => False where

Lean.MacroM in Init.Prelude

observing in Init.Control.Except

def cvc5Path := buildDir / "cvc5"

def Lake.unzip (file : FilePath) (dir : FilePath) : LogIO PUnit := do
  IO.FS.createDirAll dir
  proc (quiet := true) {
    cmd := "unzip"
    args := #["-d", dir.toString, file.toString]
  }

instance : MAlgTotal DivM where
  bot_lift := by admit /- proof elided -/

Lean.Name in Init.Prelude

Except in Init.Prelude

def concat (terminal : CodeBlock) (kRef : Syntax) (y? : Option Var) (k : CodeBlock) : TermElabM CodeBlock := do
  unless hasTerminalAction terminal.code do
    throwErrorAt kRef "`do` element is unreachable"
  let (terminal, k) ← homogenize terminal k
  let xs := varSetToArray k.uvars
  let y ← match y? with | some y => pure y | none => `(y)
  let ps := xs.map fun x => (x, true)
  let ps := ps.push (y, false)
  let jpDecl ← mkFreshJP ps k.code
  let jp := jpDecl.name
  let terminal ← liftMacroM <| convertTerminalActionIntoJmp terminal.code jp xs
  return { code  := attachJP jpDecl terminal, uvars := k.uvars }

@[grind]
def fact (n: Nat): Nat :=
  if n = 0 then
    0
  else
    n * fact (n - 1)

abbrev M := ReaderT Context TermElabM

def generateWPStep : TacticM (Bool × Expr) := withMainContext do
  let goalType <- getMainTarget
  let_expr WPGen _m _mInst _α _l _lInst _mPropInst x := goalType | throwError "{goalType} is not a WPGen"
  if let some app ← matchMatcherApp? x then
    let name := app.matcherName
    if let some res ← Loom.Matcher.constructWPGen name then
      
       
      withMainContext do
        let goal ← getMainGoal
        let tmp ← Loom.Matcher.partiallyInstantiateWPGen #[_α, _m, _mInst, _l] res app
        let goals ← goal.apply tmp
        replaceMainGoal goals
      return (true, x)
  let cs <- findSpec x
  for elem in cs do
    try
      match elem with
      | (spec, .wpgen) =>
        evalTactic $ <- `(tactic| apply $spec)
      | (spec, .triple) =>
        let info ← getConstInfo spec.getId
        let num_args := info.type.getNumHeadForalls
        let refine_part ←
          Array.foldlM
            (fun x li => `(term|$x $li))
            (←`(term| $spec))
            (Array.replicate num_args (←`(term|?_)))
        let refine_tac ← `(tactic|refine $refine_part)
        try
          evalTactic $ <- `(tactic|
          eapply $(mkIdent ``WPGen.spec_triple);
          apply $spec)
          return (true, x)
        catch _ =>
          evalTactic $ <- `(tactic|
          eapply $(mkIdent ``WPGen.spec_triple);
          $refine_tac)
          return (true, x)
      return (true, x)
    catch _ => continue
  let some ⟨rsx, _⟩ := x.getAppFn.const? | return (false, x)
  let rsxCorrect := (rsx.toString ++ "_correct").toName
  let some mainName ← getDeclName? | throwError s!"no lemma name found for goal:{goalType}"
  if mainName ≠ rsxCorrect then
    return (false, x)
  let mainNameIdent := mkIdent mainName
  try
    evalTactic $ <- `(tactic|
        wpgen_generate_size_conditions;
        eapply $(mkIdent ``WPGen.spec_triple);
        apply $mainNameIdent)
    return (true, x)
  catch _ =>
    return (false, x)

def constructWPGen (matcherName : Name) : TermElabM (Option MatcherWPGen) := do
  
  
  
  let some matcherInfo ← getMatcherInfo? matcherName | return none
  let constInfo ← getConstInfo matcherName
  
  let lvlMVars ← mkFreshLevelMVars constInfo.levelParams.length

Lean.Parser.Term.unreachable in Lean.Parser.Term

private def expandDoLetExpr? (stx : Syntax) (doElems : List Syntax) : MacroM (Option Syntax) := match stx with
  | `(doElem| let_expr $pat:matchExprPat := $discr:term | $elseBranch:doSeq) =>
    return some (← `(doElem| match_expr (meta := false) $discr:term with
                             | $pat:matchExprPat => $(mkDoSeq doElems.toArray)
                             | _ => $elseBranch))
  | `(doElem| let_expr $pat:matchExprPat ← $discr:term | $elseBranch:doSeq) =>
    return some (← `(doElem| match_expr $discr:term with
                             | $pat:matchExprPat => $(mkDoSeq doElems.toArray)
                             | _ => $elseBranch))
  | _ => return none

System.Platform.isOSX in Init.System.Platform

instance {l : Type u} [CompleteLattice l] [MAlgOrdered m l] [LawfulMonad m] : MAlgOrdered (NonDetT m) l where
  μ := NonDetT.μ
  μ_ord_pure := by admit /- proof elided -/

instance : ToString SmtResult where
  toString
    | SmtResult.Sat none => "sat"
    | SmtResult.Sat (some m) => s!"sat\n{m}"
    | SmtResult.Unsat => s!"unsat"
    | SmtResult.Unknown none => s!"unknown"
    | SmtResult.Unknown (some r) => s!"unknown ({r})"
    | SmtResult.Failure none => "failure"
    | SmtResult.Failure (some r) => s!"failure ({r})"

Lean.mkSort in Lean.Expr

register_option loom.semantics.choice : LoomSemanticsChoice := {
  defValue := .unspecified
  descr :=
  "Option to control the semantics of non-deterministic choice. Right now we support
  - `demonic` semantics. In this case, the specification of the method should be justified for all possible choices.
    Note that, in total correctness semantics, one also has to prove that all choices are feasible.
  - `angelic` semantics. In this case, the specification of the method should be justified for at least one choice.
  Default is `demonic` semantics.
  "
}

instance [CompleteLattice l] [CompleteLattice k] [LogicLiftT l k] : MonadLiftT (Cont l) (Cont k) where
  monadLift := LogicLiftT.lift.monadLift

abbrev Except.getD {ε α} (default : ε -> α)  : Except ε α -> α
  | Except.ok p => p
  | Except.error e => default e

Prod.fst in Init.Prelude

ToString in Init.Data.ToString.Basic

Lemma.ofConst in Auto.Translation.Assumptions

List.head! in Init.Data.List.BasicAux

Auto.hints in Auto.Tactic

noncomputable instance : Lean.Order.CCPO (DivM α) := inferInstanceAs (Lean.Order.CCPO (Lean.Order.FlatOrder .div))

structure ToForInTermResult where
  uvars      : Array Var
  term       : Syntax

Lean.Parser.Term.matchAlt in Lean.Parser.Term

Lean.Syntax in Init.Prelude

instance (l : Type u) {m : Type u -> Type v} [Monad m] [MAlg m l] : MonadLiftT m (Cont l) where
  monadLift := MAlg.lift

partial def toTerm (c : Code) : M Syntax := do
  let term ← go c
  if let some ref := c.getRef? then
    annotate ref term
  else
    return term
where
  go (c : Code) : M Syntax := do
    match c with
    | .return ref val     => withRef ref <| returnToTerm val
    | .continue ref       => withRef ref continueToTerm
    | .break ref          => withRef ref breakToTerm
    | .action e           => actionTerminalToTerm e
    | .joinpoint j ps b k => mkJoinPoint j ps (← toTerm b) (← toTerm k)
    | .jmp ref j args     => return mkJmp ref j args
    | .decl _ stx k       => declToTerm stx (← toTerm k)
    | .reassign _ stx k   => reassignToTerm stx (← toTerm k)
    | .seq stx k          => seqToTerm stx (← toTerm k)
    | .ite ref _ o c t e  => withRef ref <| do mkIte o c (← toTerm t) (← toTerm e)
    | .match ref genParam discrs optMotive alts =>
      let mut termAlts := #[]
      for alt in alts do
        let rhs ← toTerm alt.rhs
        let termAlt := mkNode ``Parser.Term.matchAlt #[mkAtomFrom alt.ref "|", mkNullNode #[alt.patterns], mkAtomFrom alt.ref "=>", rhs]
        termAlts := termAlts.push termAlt
      let termMatchAlts := mkNode ``Parser.Term.matchAlts #[mkNullNode termAlts]
      return mkNode ``Parser.Term.«match» #[mkAtomFrom ref "match", genParam, optMotive, discrs, mkAtomFrom ref "with", termMatchAlts]
    | .matchExpr ref «meta» d alts elseBranch => withFreshMacroScope do
      let d' ← `(discr)
      let mut termAlts := #[]
      for alt in alts do
        let rhs ← `(($(← toTerm alt.rhs) : $((← read).m) _))
        let optVar := if let some var := alt.var? then mkNullNode #[var, mkAtomFrom var "@"] else mkNullNode #[]
        let pat := mkNode ``Parser.Term.matchExprPat #[optVar, alt.funName, mkNullNode alt.pvars]
        let termAlt := mkNode ``Parser.Term.matchExprAlt #[mkAtomFrom alt.ref "|", pat, mkAtomFrom alt.ref "=>", rhs]
        termAlts := termAlts.push termAlt
      let elseBranch := mkNode ``Parser.Term.matchExprElseAlt #[mkAtomFrom ref "|", mkHole ref, mkAtomFrom ref "=>", (← toTerm elseBranch)]
      let termMatchExprAlts := mkNode ``Parser.Term.matchExprAlts #[mkNullNode termAlts, elseBranch]
      let body := mkNode ``Parser.Term.matchExpr #[mkAtomFrom ref "match_expr", d', mkAtomFrom ref "with", termMatchExprAlts]
      if «meta» then
        `(Bind.bind (instantiateMVarsIfMVarApp $d) fun discr => $body)
      else
        `(let discr := $d; $body)

def cvc5.arch := if System.Platform.target.startsWith "x86_64" then "x86_64" else "arm64"

Lean.Meta.mkSimpTheoremFromConst in Lean.Meta.Tactic.Simp.SimpTheorems

def hasExitPoint (c : Code) : Bool :=
  hasExitPointPred c fun _ => true

instance: GetElem (SpV Int) Nat Int fun _ _ => True where
  getElem inst i _ :=
    match (List.zip (inst.ind.toList) (inst.val.toList)).find? fun (j, _) => j = i with
    | some pr => pr.2
    | none => 0

structure AltExpr (σ : Type) where
  ref     : Syntax
  var?    : Option Var
  funName : Syntax
  pvars   : Array Syntax
  rhs     : σ
  deriving Inhabited

instance {l} [CompleteLattice l] : LogicLiftT l l where
  lift_top := by admit /- proof elided -/

instance {p : α -> Prop} [Encodable α] [DecidablePred p] : Findable p where
  find := fun _ => find p
  find_none := find_none p
  find_some_p := find_some_p p _

Repr.reprPrec in Init.Data.Repr

private def _root_.Lean.EnvExtension.get [Inhabited σ] (ext : EnvExtension σ)
  [Monad m] [MonadEnv m] : m σ := do
  return ext.getState (<- getEnv)

def invariantGadget [MAlgOrdered m l] (inv : List l): m PUnit := pure .unit

Auto.collectAllLemmas in Auto.Tactic

if hasReturn forInBodyCodeBlock.code then
        let forInBody ← liftMacroM <| destructTuple uvars (← `(r)) forInBody
        let optType ← `(Option $((← read).returnType))
        let forInTerm ← if let some h := h? then
          annotate doFor
            (← `(for_in'% $(xs) (MProdWithNames.mk (none : $optType) $uvarsTuple) fun $x $h (r : MProdWithNames $optType _) => let r := r.2; $forInBody))
        else
          annotate doFor
            (← `(for_in% $(xs) (MProdWithNames.mk (none : $optType) $uvarsTuple) fun $x (r : MProdWithNames $optType _) => let r := r.2; $forInBody))
        let auxDo ← `(do let r ← $forInTerm:term;
                         $uvarsTuplePat:term := r.2;
                         match r.1 with
                         | none => Pure.pure (ensure_expected_type% "type mismatch, `for`" PUnit.unit)
                         | some a => return ensure_expected_type% "type mismatch, `for`" a)
        doSeqToCode (getDoSeqElems (getDoSeq auxDo) ++ doElems)
      else
        let forInBody ← liftMacroM <| destructTuple uvars (← `(r)) forInBody
        let forInTerm ← if let some h := h? then
          annotate doFor (← `(for_in'% $(xs) $uvarsTuple fun $x $h r => $forInBody))
        else
          annotate doFor (← `(for_in% $(xs) $uvarsTuple fun $x r => $forInBody))
        if doElems.isEmpty then
          let auxDo ← `(do let r ← $forInTerm:term;
                           $uvarsTuplePat:term := r;
                           Pure.pure (ensure_expected_type% "type mismatch, `for`" PUnit.unit))
          doSeqToCode <| getDoSeqElems (getDoSeq auxDo)
        else
          let auxDo ← `(do let r ← $forInTerm:term; $uvarsTuplePat:term := r)
          doSeqToCode <| getDoSeqElems (getDoSeq auxDo) ++ doElems

abbrev WithName (α : Sort u) (name : Lean.Name := default) := α

MonadExceptOf in Init.Prelude

instance : Monad (NonDetT m) where
  pure := NonDetT.pure
  bind := NonDetT.bind

method SubstringSearch (s: Array Char) (p: Char -> Bool) return (res: SubstringResult)

partial def querySolver (goalQuery : String) (withTimeout : Nat) (forceSolver : Option SmtSolver := none) (retryOnUnknown : Bool := false) : MetaM (SmtResult × SmtSolver):= do
  let opts ← getOptions
  let solverName :=
    match forceSolver with
    | some s => s
    | none => loom.solver.smt.default.get opts
  try
  trace[loom.smt.debug] "solver: {solverName}"
  let solver ← createSolver solverName withTimeout
  emitCommandStr solver goalQuery
  emitCommand solver .checkSat
  let stdout ← solver.stdout.getLine
  trace[loom.smt.debug] "[checkSat] stdout: {stdout}"
  let (checkSatResponse, _) ← Auto.Solver.SMT.getSexp stdout
  match checkSatResponse with
  | .atom (.symb "sat") =>
    trace[loom.smt.result] "{solverName} says Sat"
    emitCommand solver .getModel
    let (_, solver) ← solver.takeStdin
    let stdout ← solver.stdout.readToEnd
    let stderr ← solver.stderr.readToEnd
    trace[loom.smt.debug] "stdout: {stdout}"
    trace[loom.smt.debug] "stderr: {stderr}"
    let (model, _) ← Auto.Solver.SMT.getSexp stdout
    solver.kill
    return (SmtResult.Sat s!"{model}", solverName)

@[simp]
abbrev invariantSeq (f : List l) := f.foldr (·⊓·) ⊤

def SumDigits (n: Nat): Nat :=
  if n = 0 then 0
  else (n % 10) + SumDigits (n / 10)
termination_by n
decreasing_by grind

Lean.ReducibilityHints in Lean.Declaration

Lean.Parser.Term.letIdDecl in Lean.Parser.Term

def z3.target := s!"{arch}-{platform}"

def VelvetM.extract {α : Type} (x : VelvetM α)
  [∀ α, Lean.Order.CCPO (DivM α)] [Lean.Order.MonoBind DivM] [Inhabited α] : α :=
  x.run.run

Lean.Parser.Term.doLetRec in Lean.Parser.Do

Int in Init.Data.Int.Basic

def mkUVarTuple : M Syntax := do
  let ctx ← read
  mkTuple ctx.uvars

def mkTerminalAction (action : Syntax) : CodeBlock :=
  { code := .action action }

Array.replicate in Init.Data.Array.Basic

Lean.Parser.Term.doIdDecl in Lean.Parser.Do

ReaderT.read in Init.Prelude

private def recordOption (stx : Syntax) : CommandElabM Unit := do
  let options ← Elab.elabSetOption stx[1] stx[3]
  modify fun s => { s with maxRecDepth := maxRecDepth.get options }
  modifyScope fun scope => { scope with opts := options }

def spec (pre : l) (post : α -> l) : Cont l α :=
  fun p => pre ⊓ ⌜post ≤ p⌝

def Lean.Expr.runUnfold (e : Expr) (defs : List Name) : TermElabM Expr := do
  let mut eu := e
  for name in defs do eu := (<- unfold eu name).expr
  return eu

private def elabSimpTheorem (config : Meta.ConfigWithKey) (id : Origin) (stx : Syntax)
    (post : Bool) (inv : Bool) : TermElabM ElabSimpArgResult := do
  let thm? ← Term.withoutModifyingElabMetaStateWithInfo <| withRef stx do
    let e ← Term.elabTerm stx .none
    Term.synthesizeSyntheticMVars (postpone := .no) (ignoreStuckTC := true)
    let e ← instantiateMVars e
    if e.hasSyntheticSorry then
      return .none
    let e := e.eta
    if e.hasMVar then
      let r ← abstractMVars e
      return some (r.paramNames, r.expr)
    else
      return some (#[], e)
  if let some (levelParams, proof) := thm? then
    let thms ← mkSimpTheoremFromExpr id levelParams proof (post := post) (inv := inv) (config := config)
    return .addEntries <| thms.map (SimpEntry.thm ·)
  else
    return .none

instDecidableAnd in Init.Prelude

def simpleAddThm (n : Name) (tp : Expr) (pf : Expr)
  (attr : Array Attribute := #[]) : TermElabM Unit := do
  addDecl <|
    Declaration.thmDecl <|
      mkTheoremValEx n [] tp pf []
  applyAttributes n attr

private def liftMethodDelimiter (k : SyntaxNodeKind) : Bool :=
  k == ``Parser.Term.do ||
  k == ``Parser.Term.doSeqIndent ||
  k == ``Parser.Term.doSeqBracketed ||
  k == ``Parser.Term.termReturn ||
  k == ``Parser.Term.termUnless ||
  k == ``Parser.Term.termTry ||
  k == ``Parser.Term.termFor

@[specialize, inline]
def Loop.forIn.loop {m : Type u -> Type v} [Monad m] [∀ α, CCPO (m α)] [MonoBind m] (f : Unit → β → m (ForInStep β)) (b : β) : m β := do
    match ← f () b with
      | ForInStep.done b  => pure b
      | ForInStep.yield b => loop f b
  partial_fixpoint

abbrev MProdWithNames.mk' {α β : Type u} (a : α) (b : β)
  (αName : Lean.Name := default) : MProdWithNames α β αName :=
  @MProdWithNames.mk _ _ αName a b

def cvc5.target := s!"{os}-{arch}-static"

Lean.Parser.Term.doLetElse in Lean.Parser.Do

method SpMSpV
  (mut out: Array Int)
  (spm: Array (SpV Int))
  (spv: SpV Int) return (u: Unit)
  ensures out.size = spm.size
  ensures ∀ i < spm.size, out[i]! = spv_dot spm[i]! spv 0 0
  do
    out := Array.replicate spm.size 0
    let mut spmInd := Array.replicate spm.size 0
    let mut spvInd := Array.replicate spm.size 0
    while_some i :| i < spm.size ∧ spmInd[i]! < spm[i]!.size ∧ spvInd[i]! < spv.size
    invariant spvInd.size = spm.size
    invariant spmInd.size = spm.size
    invariant out.size = spm.size
    invariant ∀ i < spmInd.size, spmInd[i]! <= spm[i]!.size
    invariant ∀ i < spvInd.size, spvInd[i]! <= spv.size
    invariant ∀ i < spm.size, out[i]! + spv_dot spm[i]! spv spmInd[i]! spvInd[i]! = spv_dot spm[i]! spv 0 0
    done_with ∀ i < spm.size, spmInd[i]! = spm[i]!.size ∨ spvInd[i]! = spv.size
    do
      let ind_m := spmInd[i]!
      let ind_v := spvInd[i]!
      if spm[i]!.ind[ind_m]! = spv.ind[ind_v]! then
        out[i] += spm[i]!.val[ind_m]! * spv.val[ind_v]!
        spmInd[i] += 1
        spvInd[i] += 1
      else
        if spm[i]!.ind[ind_m]! < spv.ind[ind_v]! then
          spmInd[i] += 1
        else
          spvInd[i] += 1
    return

instance demonic_exception: MonadExceptOf String CashmereM where
  throw e := liftM (m := ExceptT String (StateT Bal DivM)) (throw e)
  tryCatch := fun x _ => x

Lean.HygieneInfo.mkIdent in Init.Meta.Defs

instance [Monad m] [LawfulMonad m] [_root_.CompleteLattice l]
  [inst: MAlgOrdered m l] :
  MAlgLift m l (NonDetT m) l where
    cl := by admit /- proof elided -/

Lean.mkStrLit in Lean.Expr

def getLetIdDeclVars (letIdDecl : Syntax) : Array Var :=
  assert! letIdDecl.isOfKind ``Parser.Term.letIdDecl
  
  
  getLetIdVars letIdDecl[0]

Lean.enableRealizationsForConst in Lean.CoreM

LawfulMonad in Init.Control.Lawful.Basic

abbrev CashmereM := NonDetT (ExceptT String (StateT Bal DivM))

instance WeakFindable.of_Findable {α : Type u} (p : α -> Prop) [Findable p] : WeakFindable p where
  find := Findable.find p
  find_some_p := Findable.find_some_p

def spv_dot (spv1 spv2: SpV Int) (pnt1 pnt2: ℕ): Int :=
  if (spv1.size) ≤ pnt1 ∨ (spv2.size) ≤ pnt2 then
    0
  else
    if (spv1.ind)[pnt1]! = (spv2.ind)[pnt2]! then
      (spv1.val)[pnt1]! * (spv2.val)[pnt2]! + spv_dot spv1 spv2 (pnt1 + 1) (pnt2 + 1)
    else
      if (spv1.ind)[pnt1]! < (spv2.ind)[pnt2]! then
        spv_dot spv1 spv2 (pnt1 + 1) pnt2
      else
        spv_dot spv1 spv2 pnt1 (pnt2 + 1)
  termination_by ((spv1.size) + (spv2.size) - pnt1 - pnt2)

def CaseStudiesRoot : Array Glob :=
  #[`CaseStudies.Extension,
    `CaseStudies.Macro,
    `CaseStudies.Tactic,
    `CaseStudies.TestingUtil,
    `CaseStudies.Theory]

instance : LawfulMonad DivM :=

MonadStateOf in Init.Prelude

instance [NoFailure m] : NoFailure (NonDetT m) where
  noFailure := by admit /- proof elided -/

instance [Monad m] [CCPOBot m] : CCPOBot (ExceptT ε m) where
  compBot := CCPOBot.compBot (m := m)

def WPGen.recMT1 {l : Type u} {m : Type u -> Type v} [Monad m] [LawfulMonad m] [CompleteBooleanAlgebra l] [MAlgOrdered m l]
  {ls: mt1 γ}
  {ll : γ → m β}
  {el : m β}
  {nl : mt1 γ → mt1 γ → γ → m β → m β → m β}
  (wpgl : ∀ (a: γ), WPGen (ll a))
  (wpge : WPGen el)
  (wpgn : ∀ (l r: mt1 γ) (a: γ) (ml mr: m β), WPGen (nl l r a ml mr)):
  WPGen (mt1.recOn ls ll el nl : m β) where
  get := fun post =>
    (⨅ a, (wpgl a).get post) ⊓
    (wpge.get post) ⊓
    (⨅ l, ⨅ r, ⨅ a, ⨅ ml, ⨅ mr, (wpgn l r a ml mr).get post)
  prop := by admit /- proof elided -/

inductive SmtResult
   
  | Sat (modelString : Option String)
  | Unsat
  | Unknown (reason : Option String)
  | Failure (reason : Option String)
deriving Inhabited

Lean.Parser.Term.let_delayed in Lean.Parser.Term

Lean.Elab.Term.exprToSyntax in Lean.Elab.Term.TermElabM

def matchNestedTermResult (term : Syntax) (uvars : Array Var) (a r bc : Bool) : MacroM (List Syntax) := do
  let toDoElems (auxDo : Syntax) : List Syntax := getDoSeqElems (getDoSeq auxDo)
  let u ← mkTuplePat uvars
  match a, r, bc with
  | true, false, false =>
    if uvars.isEmpty then
      return toDoElems (← `(do $term:term))
    else
      return toDoElems (← `(do let r ← $term:term; $u:term := r.2; pure r.1))
  | false, true, false =>
    if uvars.isEmpty then
      return toDoElems (← `(do let r ← $term:term; return r))
    else
      return toDoElems (← `(do let r ← $term:term; $u:term := r.2; return r.1))
  | false, false, true => toDoElems <$>
    `(do let r ← $term:term;
         match r with
         | .break u => $u:term := u; break
         | .continue u => $u:term := u; continue)
  | true, true, false => toDoElems <$>
    `(do let r ← $term:term;
         match r with
         | .pure a u => $u:term := u; pure a
         | .return b u => $u:term := u; return b)
  | true, false, true => toDoElems <$>
    `(do let r ← $term:term;
         match r with
         | .pureReturn a u => $u:term := u; pure a
         | .break u => $u:term := u; break
         | .continue u => $u:term := u; continue)
  | false, true, true => toDoElems <$>
    `(do let r ← $term:term;
         match r with
         | .pureReturn a u => $u:term := u; return a
         | .break u => $u:term := u; break
         | .continue u => $u:term := u; continue)
  | true, true, true => toDoElems <$>
    `(do let r ← $term:term;
         match r with
         | .pure a u => $u:term := u; pure a
         | .return a u => $u:term := u; return a
         | .break u => $u:term := u; break
         | .continue u => $u:term := u; continue)
  | false, false, false => unreachable!

def getDoPatDeclVars (doPatDecl : Syntax) : TermElabM (Array Var) := do
  let pattern := doPatDecl[0]
  getPatternVarsEx pattern

inline in Init.Core

def isWPGenGoal : TacticM Bool := do
  (<- getMainGoal).isWPGenGoal

Lean.bracketedExplicitBinders in Init.NotationExtra

Lean.Meta.mkAppM in Lean.Meta.AppBuilder

Lean.Elab.Term.elabTermEnsuringType in Lean.Elab.Term.TermElabM

ReaderT.bind in Init.Prelude

cond in Init.Prelude

forallTelescope (← ConstantInfo.type <$> getConstInfo ``WPGen.match_template) fun implicitArgs _ => do
  let (mExpr, monadInstExpr, lExpr, omaInstExpr) := (implicitArgs[0]!, implicitArgs[1]!, implicitArgs[2]!, implicitArgs[4]!)

StateT.get in Init.Control.State

def cvc5.os :=
  if System.Platform.isWindows then "Win64"
  else if System.Platform.isOSX then "macOS"
  else "Linux"

def Cont.inv {t : Type v} {α : Type u} [BooleanAlgebra t] (wp : Cont t α) : Cont t α :=
  fun f => (wp fun x => (f x)ᶜ)ᶜ

Lean.Parser.Term.doCatch in Lean.Parser.Do

absurd in Init.Prelude

Lean.BinderInfo in Lean.Expr

ForInStep in Init.Core

Lake.LogIO in Lake.Util.Log

Nat.decreasingInduction in Mathlib.Data.Nat.Init

Lean.Parser.Term.letDecl in Lean.Parser.Term

instance MAlgLiftTRefl [Monad m] [CompleteLattice l] [LawfulMonad m] [MAlgOrdered m l] :
  MAlgLiftT m l m l where
    μ_lift := by admit /- proof elided -/

def annotate [Monad m] [MonadRef m] [MonadQuotation m] (ref : Syntax) (term : Syntax) : m Syntax :=
  withRef term <| `(with_annotate_term $ref $term)

private def _root_.Lean.EnvExtension.modify (ext : EnvExtension σ) (s : σ -> σ)
  [Monad m] [MonadEnv m] : m Unit := do
  Lean.modifyEnv (ext.modifyState · s)

instance : Inhabited (SpV Int) where
  default :=
  { ind := #[],
    val := #[],
    size := 0,
    size_eq := (by admit /- proof elided -/
    ),
    inc := (fun i j h_i h_j i_lt_j => by admit /- proof elided -/
    ) }

Lean.Parser.withForbidden in Lean.Parser.Basic

Auto.Embedding.Lam.MutualIndInfo in Auto.Embedding.LamInductive

Auto.computeMaxLevel in Auto.Translation.Assumptions

Lean.Parser.Term.letrec in Lean.Parser.Term

partial def expandLeafnyDoSeq (modIds : Array Ident) (stx : doSeq) : TermElabM (Array doSeqItem) :=
  match stx with
  | `(doSeq| $doS:doSeqItem*) => return Array.flatten $ ← doS.mapM (expandLeafnyDoSeqItem modIds)
  | _ => throwErrorAt stx s!"unexpected syntax of Velvet `do`-notation sequence {stx}"

instance : Inhabited (SpV Int) where
  default :=
  { ind := #[],
    val := #[],
    size := 0,
    size_eq := (by admit /- proof elided -/
    ),
    inc := (fun i j h_i h_j i_lt_j => by admit /- proof elided -/
    ) }

Lean.Elab.Term.getPatternVars in Lean.Elab.PatternVar

def assertGadget {l : Type u} (h : l) : m PUnit := pure .unit

def mkUnless (cond : Syntax) (c : CodeBlock) : MacroM CodeBlock := do
  let thenBranch ← mkPureUnitAction
  return { c with code := .ite (← getRef) none mkNullNode cond thenBranch.code c.code }

args in Auto.Parser.TPTP

Lean.Parser.Term.termReturn in Lean.Parser.Do

abbrev LocMutVarsCtx := Array (Nat × Ident)

def WPGen.recOption {l : Type u} {m : Type u -> Type v} [Monad m] [LawfulMonad m] [CompleteBooleanAlgebra l] [MAlgOrdered m l]
   {x : m β} {y : α → m β} {val: Option α}
  (wpgx : WPGen x) (wpgy : ∀ a, WPGen (y a)) :
  WPGen (Option.recOn val x y : m β) where
  get := fun post =>
    (wpgx.get post) ⊓ (⨅ a, (wpgy a).get post)
  prop := by admit /- proof elided -/

Stream in Init.Data.Stream

Lean.Meta.Simp.isSimproc in Lean.Meta.Tactic.Simp.Simproc

def termBeforeInvariant := Parser.withForbidden "invariant" Parser.termParser

class NoFailure (m : Type u -> Type v) [Monad m] [CompleteLattice l] [MAlgOrdered m l] where
  noFailure {α : Type u} (c : m α) :
    MAlg.lift c (fun _ => ⊤) = ⊤

Encodable.encode in Mathlib.Logic.Encodable.Basic

Lean.mkConst in Lean.Expr

StateT.map in Init.Control.State

def z3.baseUrl := "https://github.com/Z3Prover/z3/releases/download"

def failureGoalStr (solver : Option SmtSolver := none) : String := s!"{solverStr solver}solver invocation failed"

MonadLift.monadLift in Init.Prelude

Lake.logError in Lake.Util.Log

def anyGoalsWithTag (tactic : MVarId → TacticM (Option (Name × α))) : TacticM (Array α) := do
  let mvarIds ← getGoals
  let mut res : Array α := #[]
  let mut mvarIdsNew : Array MVarId := #[]
  for mvarId in mvarIds do
    unless (← mvarId.isAssigned) do
      setGoals [mvarId]
      try
        let r ← tactic mvarId
        let goals <- getUnsolvedGoals
        if let some ⟨n, r⟩ := r then
          for goal in goals do
            goal.setTag n
          res := res.push r
          mvarIdsNew := mvarIdsNew ++ goals
      catch _ =>
        mvarIdsNew := mvarIdsNew.push mvarId
  setGoals mvarIdsNew.toList
  pure res

Lean.Syntax.missing in Init.Prelude

error in Auto.Parser.TPTP

structure Context where
  ref         : Syntax
   
  m           : Syntax
   
  returnType  : Syntax
  mutableVars : VarSet := {}
  insideFor   : Bool := false

instance [Monad m] [LawfulMonad m] [_root_.CompleteLattice l]
  [inst: MAlgOrdered m l] :
  MAlgLift m l (NonDetT m) l where
    cl := by admit /- proof elided -/

def Array.sumUpTo [Inhabited α] [AddCommMonoid β] (a : Array α) (f : ℕ -> α -> β) (bound : ℕ) : β :=
  ∑ i ∈ Finset.range bound, f i a[i]!

Lean.Elab.Term.getPatternsVars in Lean.Elab.PatternVar

Lean.Parser.Tactic.simpLemma in Init.Tactics

Repr in Init.Data.Repr

Lean.Elab.liftMacroM in Lean.Elab.Util

Lean.Parser.Term.liftMethod in Lean.Parser.Do

Lean.DefinitionSafety.safe in Lean.Declaration

@[app_unexpander LE.pure] def unexpandPure : Lean.PrettyPrinter.Unexpander
  | `($(_) $p:term) => `(⌜$p:term⌝)
  | _ => throw ()

DoResultPR in Init.Core

MonadExcept in Init.Prelude

Lean.Parser.Term.doAssert in Lean.Parser.Do

ExceptT.map in Init.Control.Except

method SpVSpV
  (mut out: Array Int)
  (spv1: SpV Int)
  (spv2: SpV Int) return (u: Unit)
  ensures out.size = 1
  ensures out[0]! = spv_dot spv1 spv2 0 0
  do
    out := Array.replicate 1 0
    let mut pnt1 := 0
    let mut pnt2 := 0
    while pnt1 ≠ spv1.size ∧ pnt2 ≠ spv2.size
    invariant out.size = 1
    invariant pnt1 ≤ spv1.size ∧ pnt2 ≤ spv2.size
    invariant out[0]! + spv_dot spv1 spv2 pnt1 pnt2 = spv_dot spv1 spv2 0 0
    done_with pnt1 = spv1.size ∨ pnt2 = spv2.size
    do
      if (spv1.ind)[pnt1]! = (spv2.ind)[pnt2]! then
        out[0] += (spv1.val)[pnt1]! * (spv2.val)[pnt2]!
        pnt1 := pnt1 + 1
        pnt2 := pnt2 + 1
      else
        if (spv1.ind)[pnt1]! < (spv2.ind)[pnt2]! then
          pnt1 := pnt1 + 1
        else
          pnt2 := pnt2 + 1
    return

Lean.Order.MonoBind in Init.Internal.Order.Basic

Lean.Parser.Term.doIfProp in Lean.Parser.Do

elab "invariants" invs:term : term => do
  let opts <- getOptions
  let invsIsEmpty := match invs with
    | `([]) => true
    | _ => false
  let warningsEnabled := opts.getBool (defVal := true) `loom.linter.warnings
  if invsIsEmpty && warningsEnabled then
    logWarningAt (<- getRef) "Invariant annotations are not specified, so the loop invariant is assumed to be just `True`.
To turn off this warning, use `set_option loom.linter.warnings false`."
  Term.elabTerm (<- `(invariantGadget $invs:term)) none

Lean.Parser.Term.doDbgTrace in Lean.Parser.Do

structure JPDecl where
  name : Name
  params : Array (Var × Bool)
  body : Code

Lean.Parser.ident in Lean.Parser.Extra

instance : CCPOBot DivM where
  compBot := .div

private def _root_.Lean.SimplePersistentEnvExtension.modify
  (ext : SimplePersistentEnvExtension α σ) (s : σ -> σ)
  [Monad m] [MonadEnv m] : m Unit := do
  Lean.modifyEnv (ext.modifyState · s)

partial def extendUpdatedVarsAux (c : Code) (ws : VarSet) : TermElabM Code :=
  let rec update (c : Code) : TermElabM Code := do
    match c with
    | .joinpoint j ps b k    => return .joinpoint j ps (← update b) (← update k)
    | .seq e k               => return .seq e (← update k)
    | .match ref g ds t alts =>
      if alts.any fun alt => alt.vars.any fun x => ws.contains x.getId then
        
        pullExitPoints c
      else
        return .match ref g ds t (← alts.mapM fun alt => do pure { alt with rhs := (← update alt.rhs) })
    | .matchExpr ref «meta» d alts e =>
      if alts.any fun alt => alt.vars.any fun x => ws.contains x.getId then
        
        pullExitPoints c
      else
        let alts ← alts.mapM fun alt => do pure { alt with rhs := (← update alt.rhs) }
        let e ← update e
        return .matchExpr ref «meta» d alts e
    | .ite ref none o c t e => return .ite ref none o c (← update t) (← update e)
    | .ite ref (some h) o cond t e =>
      if ws.contains h.getId then
        
        pullExitPoints c
      else
        return Code.ite ref (some h) o cond (← update t) (← update e)
    | .reassign xs stx k => return .reassign xs stx (← update k)
    | .decl xs stx k => do
      if xs.any fun x => ws.contains x.getId then
        
        pullExitPoints c
      else
        return .decl xs stx (← update k)
    | c => return  c
  update c

def NonDetT.bind (x : NonDetT m α) (f : α → NonDetT m β) : NonDetT m β :=
  match x with
  | pure ret => f ret
  | vis x f' => vis x fun y => bind (f' y) f
  | pickCont τ p f' => pickCont τ p fun t => bind (f' t) f

Lean.Parser.Term.doExpr in Lean.Parser.Do

Array.count in Init.Data.Array.Basic

def DivM.run {α : Type u} [Inhabited α] : DivM α -> α
  | DivM.res x => x
  | DivM.div => default

Std.TreeMap in Std.Data.TreeMap.Basic

def mkReassignCore (xs : Array Var) (stx : Syntax) (c : CodeBlock) : TermElabM CodeBlock := do
  let us := c.uvars
  let ws := insertVars us xs
  
  
  let code ← if xs.any fun x => !us.contains x.getId then extendUpdatedVarsAux c.code ws else pure c.code
  pure { code := .reassign xs stx code, uvars := ws }

Lean.MonadEnv in Lean.Environment

Array.flatten in Init.Data.Array.Basic

Lean.Declaration.thmDecl in Lean.Declaration

BooleanAlgebra in Mathlib.Order.BooleanAlgebra.Defs

def continueToTerm : M Syntax := do
  let ctx ← read
  let u ← mkUVarTuple
  match ctx.kind with
  | .regular         => unreachable!
  | .forIn           => ``(Pure.pure (ForInStep.yield $u))
  | .forInWithReturn => ``(Pure.pure (ForInStep.yield (MProdWithNames.mk none $u)))
  | .nestedBC        => ``(Pure.pure (DoResultBC.«continue» $u))
  | .nestedPR        => unreachable!
  | .nestedSBC       => ``(Pure.pure (DoResultSBC.«continue» $u))
  | .nestedPRBC      => ``(Pure.pure (DoResultPRBC.«continue» $u))

inferInstanceAs in Init.Prelude

noncomputable def LE.pure {l : Type u} [inst: LE l] [OrderTop l] [OrderBot l] : Prop -> l := fun p =>
  if p then ⊤ else ⊥

private def mkUnit : MacroM Syntax :=
  ``((⟨⟩ : PUnit))

instance: GetElem (SpV Int) Nat Int fun _ _ => True where
  getElem inst i _ :=
    match (List.zip (inst.ind.toList) (inst.val.toList)).find? fun (j, _) => j = i with
    | some pr => pr.2
    | none => 0

def getIds (stx : Array (TSyntax `leafny_binder)) : MetaM (Array Ident) := do
  let mut ids := #[]
  for b in stx do
    match b with
    | `(leafny_binder| (mut $id:ident : $_:term)) => do
      ids := ids.push id
    | `(leafny_binder| ($id:ident : $_:term)) => do
      ids := ids.push id
    | _ => throwError "unexpected syntax in leafny binder: {b}"
  return ids

private def letDeclArgHasBinders (letDeclArg : Syntax) : Bool :=
  let k := letDeclArg.getKind
  if k == ``Parser.Term.letPatDecl then
    false
  else if k == ``Parser.Term.letEqnsDecl then
    true
  else if k == ``Parser.Term.letIdDecl then
    
    let binders := letDeclArg[1]
    binders.getNumArgs > 0
  else
    false

LawfulMonadLift in Init.Control.Lawful.MonadLift.Basic

Lean.Parser.Term.doIf in Lean.Parser.Do

Lean.Order.flat_csup in Init.Internal.Order.Basic

Lean.Syntax.node in Init.Prelude

abbrev SolverHints := Array Name

Lean.Meta.unfoldDefinition? in Lean.Meta.WHNF

def find [Encodable α] (p : α -> Prop) [DecidablePred p] : Option α :=
  findNat (fun x => (Encodable.decode x).any (p ·)) |>.bind Encodable.decode

def NonDetT.pickSuchThat (τ : Type u) (p : τ → Prop) [Findable p] : NonDetT m τ :=
  NonDetT.pickCont τ p pure

def getSpecKey (ty : Expr) : MetaM (Expr × Loom.SpecType) := do
  let (_xs, _bis, body) ← forallMetaTelescope ty
  let x <- match_expr body with
  | triple _m _mInst _α _l _lInst _mPropInst _pre x _post => pure (x, .triple)
  | WPGen _m _mInst _α _l _lInst _mPropInst x => pure (x, .wpgen)
  | _ => throwError s!"not a triple: {body}"
  
  
  
  
  return x

instance (t : Type v) [Preorder t] : Monad (W t) where
  pure x := ⟨fun f => f x, by admit /- proof elided -/
  ⟩
  bind x f := ⟨fun g => x.wp (fun a => (f a).wp g), by admit /- proof elided -/
  ⟩

Lean.MessageData.joinSep in Lean.Message

Lean.Meta.mkSimpEntryOfDeclToUnfold in Lean.Meta.Tactic.Simp.SimpTheorems

private def elabSimpArg (indexConfig : Meta.ConfigWithKey) (eraseLocal : Bool) (kind : SimpKind)
    (arg : Syntax) : TermElabM ElabSimpArgResult := withRef arg do
  try
     
    if arg.getKind == ``Lean.Parser.Tactic.simpErase then
      let fvar? ← if eraseLocal then Term.isLocalIdent? arg[1] else pure none
      if let some fvar := fvar? then
        
        return .erase (.fvar fvar.fvarId!)
      else
        let id := arg[1]
        if let .ok declName ← observing (realizeGlobalConstNoOverloadWithInfo id) then
          if (← Simp.isSimproc declName) then
            return .eraseSimproc declName
          else
            return .erase (.decl declName)
        else
          
          
          let name := id.getId.eraseMacroScopes
          if (← Simp.isBuiltinSimproc name) then
            return .eraseSimproc name
          else
            throwUnknownConstantAt id name
    else if arg.getKind == ``Lean.Parser.Tactic.simpLemma then
      let post :=
        if arg[0].isNone then
          true
        else
          arg[0][0].getKind == ``Parser.Tactic.simpPost
      let inv  := !arg[1].isNone
      let term := arg[2]
      match (← resolveSimpIdTheorem? ⟨term⟩) with
      | .expr e  =>
        let name ← mkFreshId
        elabDeclToUnfoldOrTheorem indexConfig (.stx name arg) e post inv kind
      | .simproc declName =>
        return .addSimproc declName post
      | .ext ext₁? ext₂? h =>
        return .ext ext₁? ext₂? h
      | .none    =>
        let name ← mkFreshId
        elabSimpTheorem indexConfig (.stx name arg) term post inv
    else if arg.getKind == ``Lean.Parser.Tactic.simpStar then
      return .star
    else
      throwUnsupportedSyntax
  catch ex =>
    throw ex

def defineWPGen (name : Name) : TermElabM Unit := do
  unless ← isMatcher name do
    throwError s!"{name} is not a matcher"
  let targetName := name ++ `WPGen
  if (← getEnv).find? targetName matches none then
    let some res ← constructWPGen name
      | throwError s!"cannot generate WPGen for matcher {name} due to error"
    addDecl <|
      Declaration.defnDecl <|
        mkDefinitionValEx targetName res.lvls.toList (← inferType res.wpgenExpr) res.wpgenExpr
        (Lean.ReducibilityHints.regular 0)
        (DefinitionSafety.safe) []
    enableRealizationsForConst targetName
    applyAttributes targetName (← do
      let attr1 ← `(Parser.Term.attrInstance| spec )
      let attr2 ← `(Parser.Term.attrInstance| loomWpSimp)
      elabAttrs #[attr1, attr2])

instance : Monad DivM where
  pure := DivM.res
  bind := fun x y => match x with
    | DivM.res x => y x
    | DivM.div => DivM.div
</all_available_defs>

<all_available_lemmas>
@[solverHint]
theorem spv_dot_lt
  (spv1 spv2: SpV Int) (pnt1 pnt2: ℕ) (prev: Int):
  prev + spv_dot spv1 spv2 pnt1 pnt2 = spv_dot spv1 spv2 0 0 →
  spv1.ind[pnt1]! < spv2.ind[pnt2]! →
  pnt1 < spv1.size → pnt2 < spv2.size →
    prev + spv_dot spv1 spv2 (pnt1 + 1) pnt2 = spv_dot spv1 spv2 0 0

@[simp]
lemma LE.pure_intro {l : Type u} [inst: LE l] [OrderTop l] [OrderBot l]
  (p : Prop) (h : l) : (⌜p⌝ <= h) = (p -> ⊤ <= h)

lemma spec_mono {α : Type u} {l : Type u} [CompleteLattice l] (pre : l) (post : α -> l) (f g : α -> l) :
  (∀ a, f a <= g a) ->
  spec pre post f <= spec pre post g

lemma wp_compl'  (c : m α) post (wp_bot : ∀ α (c : m α), wp c ⊥ = ⊥) :
  wp c post <= (wp c postᶜ)ᶜ

lemma MonadNonDet.wp_pick {τ : Type u} [Inhabited τ] post :
  _root_.wp (MonadNonDet.pick (m := NonDetT m) τ) post = iInf post

@[loomLogicSimp]
lemma pureE (l : Type u) [CompleteLattice l] (a : Prop) : (⌜a⌝ : α -> l) = fun _ => ⌜a⌝

lemma p_findNat_some (p : Nat -> Prop) [DecidablePred p] (i : Nat) :
  p i -> ∃ j, p j ∧ j <= i ∧ findNat p = some j

omit [CCPOBot m] [MAlgDet m l] in
lemma NonDetT.prop_mono (x : NonDetT m α) post post' :
  post <= post' -> x.prop post <= x.prop post'

lemma MonadNonDet.wp_pick {τ : Type u} post :
  _root_.wp (MonadNonDet.pick (m := NonDetT m) τ) post = iInf post

lemma NonDetT.wp_mono [LawfulMonad m] {α : Type u} {l : Type u} [CompleteLattice l] [MAlgOrdered m l] (x : NonDetT m α) (f g : α -> l) :
  (∀ a, f a <= g a) ->
  NonDetT.wp x f <= NonDetT.wp x g

lemma NonDetT.wp_mono  {l : Type u} [CompleteLattice l] [MAlgOrdered m l] [LawfulMonad m] {α : Type u} (x : NonDetT m α) (f g : α -> l) :
  (∀ a, f a <= g a) ->
  NonDetT.wp x f <= NonDetT.wp x g

lemma wp_pure (x : α) (post : α -> l) : wp (m := m) (pure x) post = post x

omit [MonoBind m] [LawfulMonad m] in
lemma wp_csup (xc : Set (m α)) (post : α -> l) :
  Lean.Order.chain xc ->
  ⨅ c ∈ xc, wp c post ≤ wp (Lean.Order.CCPO.csup xc) post

lemma MonadNonDet.wp_pickSuchThat {τ : Type u} (p : τ → Prop) [Findable p] post :
  _root_.wp (MonadNonDet.pickSuchThat (m := NonDetT m) τ p) post = ⌜∃ h, p h⌝ ⊓ ⨅ a, ⌜p a⌝ ⇨ post a

@[local simp]
lemma DivM.total_decompose (α : Type) (x : DivM α) (post₁ post₂ : α -> Prop) :
  ([totl| wp x post₁] ∧ [part| wp x post₂]) = [totl| wp x (post₁ ⊓ post₂)]

lemma NonDetT.wp_bind  {l : Type u} [CompleteLattice l] [MAlgOrdered m l] [LawfulMonad m] {α β : Type u} (x : NonDetT m α) (f : α -> NonDetT m β)
  (post : β -> l):
  NonDetT.wp (x.bind f) post = NonDetT.wp x (fun x => NonDetT.wp (f x) post)

@[loomLogicSimp]
lemma lePropE (a b : Prop) : (a ≤ b) = (a → b)

lemma MonadNonDet.wp_pickSuchThat {τ : Type u} (p : τ → Prop) [Findable p] post :
  _root_.wp (MonadNonDet.pickSuchThat (m := NonDetT m) τ p) post = ⨆ a, ⌜p a⌝ ⊓ post a

lemma ExtractNonDet.extract_refines (pre : l) (s : NonDetT m α) (inst : ExtractNonDet Findable s) :
  triple pre s post ->
  pre <= s.prop ⊤ ->
  triple pre s.extract post

lemma wp_tot_eq ε (c : ExceptT ε m α) post :
  wp c post = wp (m := m) c (fun | .ok x => post x | .error _ => ⊥)

lemma NonDetT.wp_bind [LawfulMonad m] {α β : Type u} {l : Type u} [CompleteLattice l] [MAlgOrdered m l] (x : NonDetT m α) (f : α -> NonDetT m β)
  (post : β -> l):
  NonDetT.wp (x.bind f) post = NonDetT.wp x (fun x => NonDetT.wp (f x) post)

@[grind, solverHint]
lemma sumUpToSucc
  (spv : SpV Int)
  (v : Array Int) (bound : ℕ) :
  sumUpTo spv v (bound + 1) = (sumUpTo spv v bound) +
    ((spv.val)[bound]! * v[(spv.ind)[bound]!]!)

lemma array_extract_split (arr : Array α) (i j : Nat) :
    i < j → j ≤ arr.size →
    arr.extract 0 j = (arr.extract 0 i) ++ (arr.extract i j)

lemma MonadNonDet.wp_pickSuchThat {τ : Type u} (p : τ → Prop) post :
  _root_.wp (MonadNonDet.pickSuchThat (m := NonDetT m) τ p) post = ⨅ a, ⌜p a⌝ ⇨ post a

lemma MonadNonDet.wp_forIn {β : Type u} (init : β) (f : Unit -> β -> NonDetT m (ForInStep β))
  (inv : β -> l) (on_done' : β -> l) (measure: β → Nat):
  (∀ b, inv b <= wp (f () b) (fun | .yield b' => inv b' ⊓ ⌜ measure b' < measure b ⌝ | .done b' => inv b' ⊓ on_done' b')) ->
  triple (inv init) (forIn (m := NonDetT m) Lean.Loop.mk init f) (fun b => inv b ⊓ on_done' b)

@[aesop unsafe]
theorem non_zero_length (q: List Nat) (hnemp: q.nonEmpty): 0 < q.length

@[simp]
lemma NonDetT.wp_pure (x : α) post :
  _root_.wp (NonDetT.pure (m := m) x) post = post x

@[simp]
lemma trueE (l : Type v) [inst: LE l] [OrderTop l] [OrderBot l] : ⌜True⌝ = (⊤ : l)

lemma findNat_none (p : Nat -> Prop) [DecidablePred p] :
  (findNat p).isNone -> ∀ i, ¬ p i

@[loomLogicSimp]
lemma infE (l : Type u) [CompleteLattice l] (a b : α -> l) : (a ⊓ b) = fun x => a x ⊓ b x

omit [LawfulMonad m] in
lemma WPGen.intro (x : m α) (wpg : WPGen x) :
  pre <= wpg.get post ->
  -- pre <= wpg.sideCond ->
  triple pre x post

lemma wp_cons (x : m α) (post post' : α -> l) :
  (∀ y, post y ≤ post' y) ->
  wp x post ≤ wp x post'

lemma find_some_p (p : α -> Prop) [DecidablePred p] [Encodable α] (x : α) :
  find p = some x -> p x

lemma add_mod_elim (m n: Nat) {a b : Nat} (hm: m > 0) (h: (a + n) % m = (b + n) % m): a % m = b % m

lemma wp_top_wlp (c : m α) (post : α -> l) :
  wp c ⊤ ⊓ wlp c post = wp c post

lemma NonDetT.wp_mono [LawfulMonad m] {α : Type u} {l : Type u} [CompleteLattice l] [MAlgOrdered m l] (x : NonDetT m α) (f g : α -> l) :
  (∀ a, f a <= g a) ->
  NonDetT.wp x f <= NonDetT.wp x g

@[simp]
lemma NonDetT.wp_pickCont {τ : Type u} p (f : τ → NonDetT m α) post :
  _root_.wp (NonDetT.pickCont τ p f) post = ⨆ a, ⌜p a⌝ ⊓ _root_.wp (f a) post

lemma triple_pure (pre : l) (x : α) (post : α -> l) :
  triple pre (pure (f := m) x) post <-> pre ≤ (post x)

@[aesop safe]
theorem balance_lt (x: Bal) : x < x + 1

lemma MonadNonDet.wp_assume {as : Prop} [Decidable as] post : _root_.wp (MonadNonDet.assume (m := NonDetT m) as) post = ⌜as⌝ ⊓ post .unit

@[simp]
lemma NonDetT.wp_pure (x : α) post :
  _root_.wp (NonDetT.pure (m := m) x) post = post x

@[grind]
lemma get_cnt_sum_hd e l : get_cnt_sum (e::l) = e.cnt + get_cnt_sum l

omit [LawfulMonad m] in
lemma MAlgLift.wp_lift [Monad n] [CompleteLattice k] [MAlgOrdered n k] [MonadLiftT m n]
  -- [MonadLiftT (Cont l) (Cont k)]
  [mAlgLift : MAlgLiftT m l n k] (c : m α):
  wp (liftM (n := n) c) = fun (post : α -> k) => mAlgLift.cl.lift.monadLift (wp c) post

lemma NonDetT.wp_lift (c : m α) post :
  _root_.wp (liftM (n := NonDetT m) c) post = _root_.wp c post

lemma MonadNonDet.wp_pickSuchThat {τ : Type u} (p : τ → Prop) [Findable p] post :
  _root_.wp (MonadNonDet.pickSuchThat (m := NonDetT m) τ p) post = ⨆ a, ⌜p a⌝ ⊓ post a

lemma AccFrom_findNat (p : Nat -> Prop) [DecidablePred p] (i : Nat) :
  AccFrom p i -> (findNat.aux p i).isSome

lemma MonadNonDet.wp_repeat {α : Type u} (init : α) (f : α -> NonDetT m (ForInStep α)) post :
  _root_.wp (MonadNonDet.rep (m := NonDetT m) init f) post = ⨆ (inv : ForInStep _ -> l),
    ⌜ ∀ b, (inv (ForInStep.yield b)) <= wp (f b) inv⌝ ⊓
    spec (inv (.yield init)) (fun b => inv (.done b)) post

lemma array_extract_split_i_j_k (arr : Array α) (i j k: Nat) :
    i < j -> j < k -> k ≤ arr.size →
    arr.extract i k = (arr.extract i j) ++ (arr.extract j k)

theorem VSpV_correct_pure (out: Array Int) (arr: Array Int)
  (spv: SpV Int)
  (h_b: ∀ i < spv.size, spv.ind[i]! < arr.size):
  out.size = 1 → out[0]! = sumUpTo spv arr spv.size →
    out[0]! = ∑ i ∈ Finset.range (arr.size), spv[i] * arr[i]!

lemma repeat_inv (f : Unit -> β -> m (ForInStep β))
  (inv : ForInStep β -> l) (measure : β -> Nat)
  init :
   (∀ b, triple (inv (.yield b)) (f () b) (fun | .yield b' => inv (.yield b') ⊓ ⌜ measure b' < measure b ⌝ | .done b' => inv (.done b'))) ->
   triple (inv (.yield init)) (Loop.forIn.loop f init) (fun b => inv (.done b))

lemma MAlgOrdered.bind {α : Type u} {m} {l : Type u} [Monad m] [CompleteLattice l] [MAlgOrdered m l] :
    ∀ (x : m α) (f g : α -> m l), μ ∘ f = μ ∘ g ->
     μ (x >>= f) = μ (x >>= g)

lemma wp_bind {β} (x : m α) (f : α -> m β) (post : β -> l) :
    wp (x >>= f) post = wp x (fun x => wp (f x) post)

theorem spmv_correct_triple (out: Array Int) (arr: Array Int) (spm: Array (SpV Int)):
  triple
    (∀ i < spm.size, ∀ j < spm[i]!.size, spm[i]!.ind[j]! < arr.size)
    (spmv out arr spv spm)
    fun ⟨_, outNew⟩ =>
      (∀ j < outNew.size, outNew[j]! = ∑ i ∈ Finset.range (arr.size), spm[j]![i] * arr[i]!)

@[solverHint]
theorem spv_dot_exh
  (spv1 spv2: SpV Int) (pnt1 pnt2: ℕ):
  pnt1 = spv1.size ∨ pnt2 = spv2.size → spv_dot spv1 spv2 pnt1 pnt2 = 0
</all_available_lemmas>

<local_ctx>
import Auto

import Lean

import Mathlib.Algebra.BigOperators.Intervals

import Mathlib.Algebra.Ring.Int.Defs

import Loom.MonadAlgebras.NonDetT.Extract

import Loom.MonadAlgebras.WP.Tactic

import Loom.MonadAlgebras.WP.DoNames'

import CaseStudies.Velvet.Std

section SpMV

structure SpV (valTyp : Type) where
  ind: Array Nat
  val: Array valTyp
  size: ℕ
  size_eq: ind.size = size ∧ val.size = size
  inc: ∀ (i j: Nat), i < size → j < size →  i < j → ind[i]! < ind[j]!

def spv_dot (spv1 spv2: SpV Int) (pnt1 pnt2: ℕ): Int :=
  if (spv1.size) ≤ pnt1 ∨ (spv2.size) ≤ pnt2 then
    0
  else
    if (spv1.ind)[pnt1]! = (spv2.ind)[pnt2]! then
      (spv1.val)[pnt1]! * (spv2.val)[pnt2]! + spv_dot spv1 spv2 (pnt1 + 1) (pnt2 + 1)
    else
      if (spv1.ind)[pnt1]! < (spv2.ind)[pnt2]! then
        spv_dot spv1 spv2 (pnt1 + 1) pnt2
      else
        spv_dot spv1 spv2 pnt1 (pnt2 + 1)
  termination_by ((spv1.size) + (spv2.size) - pnt1 - pnt2)


method SpVSpV
  (mut out: Array Int)
  (spv1: SpV Int)
  (spv2: SpV Int) return (u: Unit)
  ensures out.size = 1
  ensures out[0]! = spv_dot spv1 spv2 0 0
  do
    out := Array.replicate 1 0
    let mut pnt1 := 0
    let mut pnt2 := 0
    while pnt1 ≠ spv1.size ∧ pnt2 ≠ spv2.size
    invariant out.size = 1
    invariant pnt1 ≤ spv1.size ∧ pnt2 ≤ spv2.size
    invariant out[0]! + spv_dot spv1 spv2 pnt1 pnt2 = spv_dot spv1 spv2 0 0
    done_with pnt1 = spv1.size ∨ pnt2 = spv2.size
    do
      if (spv1.ind)[pnt1]! = (spv2.ind)[pnt2]! then
        out[0] += (spv1.val)[pnt1]! * (spv2.val)[pnt2]!
        pnt1 := pnt1 + 1
        pnt2 := pnt2 + 1
      else
        if (spv1.ind)[pnt1]! < (spv2.ind)[pnt2]! then
          pnt1 := pnt1 + 1
        else
          pnt2 := pnt2 + 1
    return


method SpMSpV
  (mut out: Array Int)
  (spm: Array (SpV Int))
  (spv: SpV Int) return (u: Unit)
  ensures out.size = spm.size
  ensures ∀ i < spm.size, out[i]! = spv_dot spm[i]! spv 0 0
  do
    out := Array.replicate spm.size 0
    let mut spmInd := Array.replicate spm.size 0
    let mut spvInd := Array.replicate spm.size 0
    while_some i :| i < spm.size ∧ spmInd[i]! < spm[i]!.size ∧ spvInd[i]! < spv.size
    invariant spvInd.size = spm.size
    invariant spmInd.size = spm.size
    invariant out.size = spm.size
    invariant ∀ i < spmInd.size, spmInd[i]! <= spm[i]!.size
    invariant ∀ i < spvInd.size, spvInd[i]! <= spv.size
    invariant ∀ i < spm.size, out[i]! + spv_dot spm[i]! spv spmInd[i]! spvInd[i]! = spv_dot spm[i]! spv 0 0
    done_with ∀ i < spm.size, spmInd[i]! = spm[i]!.size ∨ spvInd[i]! = spv.size
    do
      let ind_m := spmInd[i]!
      let ind_v := spvInd[i]!
      if spm[i]!.ind[ind_m]! = spv.ind[ind_v]! then
        out[i] += spm[i]!.val[ind_m]! * spv.val[ind_v]!
        spmInd[i] += 1
        spvInd[i] += 1
      else
        if spm[i]!.ind[ind_m]! < spv.ind[ind_v]! then
          spmInd[i] += 1
        else
          spvInd[i] += 1
    return
</local_ctx>

<target_theorem>
theorem spv_dot_pure_gen (spv1: SpV Int) (spv2: SpV Int) (n pnt1 pnt2: ℕ)
  (sz1: ∀ i < spv1.size, spv1.ind[i]! < n)
  (sz2: ∀ i < spv2.size, spv2.ind[i]! < n):
  spv_dot spv1 spv2 pnt1 pnt2 =
    ∑ i ∈ Finset.range n,
      if max
        (if spv1.size ≤ pnt1 then n else spv1.ind[pnt1]!)
        (if spv2.size ≤ pnt2 then n else spv2.ind[pnt2]!) ≤ i then
        spv1[i] * spv2[i]
      else
        0 :=
</target_theorem>

