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:
* <used_lib_defs>...</used_lib_defs>: Imported library definitions directly used by the theorem.
* <used_repo_defs>...</used_repo_defs>: Definitions from the local project (but outside the current file), directly or transitively used by the theorem.
* <lib_lemmas>...</lib_lemmas>: Imported library lemmas/theorems that may assist the proof.
* <repo_lemmas>...</repo_lemmas>: Lemmas/theorems defined in the local project outside this file.
* <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 used definitions and helpful lemmas (used_lib_defs, used_repo_defs, lib_lemmas, repo_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:
<used_lib_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)
</used_lib_defs>

<repo_lemmas>
theorem List.getElem_append_left{α : Type u_1} {l₁ l₂ : List α} {i : Nat} (hn : i < l₁.length) :\n(l₁ ++ l₂)[i] = l₁[i]
</repo_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:
<used_lib_defs>
Field in Mathlib.Algebra.Field.Defs
List in Init.Prelude
Vector in Init.Data.Vector.Basic
Fin in Init.Prelude
String in Init.Prelude
Unit in Init.Prelude
id in Init.Prelude
Repr in Init.Data.Repr
Inhabited in Init.Prelude
Vector.mapM in Init.Data.Vector.Basic
List.Vector in Mathlib.Data.Vector.Defs
Prod in Init.Prelude
Prod.snd in Init.Prelude
StateM in Init.Control.State
Vector.finRange in Init.Data.Vector.FinRange
Vector.map in Init.Data.Vector.Basic
Nat in Init.Prelude
Vector.push in Init.Data.Vector.Basic
Fin.isValue in Lean.Meta.Tactic.Simp.BuiltinSimprocs.Fin
Nat.reduceAdd in Lean.Meta.Tactic.Simp.BuiltinSimprocs.Nat
PNat in Mathlib.Data.PNat.Notation
reduceDIte in Lean.Meta.Tactic.Simp.BuiltinSimprocs.Core
ZMod in Mathlib.Data.ZMod.Defs
One in Init.Prelude
Zero in Init.Prelude
IO in Init.System.IO
UInt32 in Init.Prelude
Fin.foldl in Init.Data.Fin.Fold
Vector.foldlM in Init.Data.Vector.Basic
List.ofFn in Init.Data.List.OfFn
Vector.mk in Init.Data.Vector.Basic
Monad in Init.Prelude
NeZero in Init.Data.NeZero
Prod.mk in Init.Prelude
LawfulMonad in Init.Control.Lawful.Basic
Vector.toList in Init.Data.Vector.Basic
Vector.forM in Init.Data.Vector.Basic
</used_lib_defs>

<used_repo_defs>
@[inherit_doc] notation:67 "<+>" => Trace.empty

syntax "infer_constant_length" : tactic

syntax "let " ident " <== " term : doElem

syntax "let " ident " : " term " <== " term : doElem

macro_rules
  | `(doElem| let $x <== $e) => `(doElem| let $x ← HasAssignEq.assignEq $e)
  | `(doElem| let $x : $t <== $e) => `(doElem| let $x : $t ← HasAssignEq.assignEq $e)

macro_rules
  | `(tactic|simp_assign_row) =>
    `(tactic|(
    simp only [assignCurrRow, assignNextRow, size]
    rw [List.finRange, List.ofFn]
    repeat rw [Fin.foldr_succ]
    rw [Fin.foldr_zero]
    repeat rw [List.forM_cons]
    rw [List.forM_nil, bind_pure_unit]
    simp only [seval, toVars, toElements, Fin.cast_eq_self, Fin.val_zero, Fin.val_one, Fin.isValue,
      List.getElem_toArray, List.getElem_cons_zero, List.getElem_cons_succ, Fin.succ_zero_eq_one]))

macro_rules
  | `(tactic|infer_constant_length) => `(tactic|(
    apply ConstantLength.fromConstantLength
    try simp only [circuit_norm]
    try intros
    try ac_rfl))

example :
  let add (x : Expression F) := do
    let y : Expression F ← witness fun _ => 1
    let z ← witness fun eval => eval (x + y)
    assertZero (x + y - z)
    pure z
  ConstantLength add := by admit /- proof elided -/

def toList : Operations F → List (Operation F) := id

@[reducible, circuit_norm]
def Operations (F : Type) [Field F] := List (Operation F)

inductive Operation (F : Type) [Field F] where
  | witness : (m : ℕ) → (compute : Environment F → Vector F m) → Operation F
  | assert : Expression F → Operation F
  | lookup : Lookup F → Operation F
  | subcircuit : {n : ℕ} → Subcircuit F n → Operation F

structure Condition (F : Type) [Field F] where
  witness (offset : ℕ) : (m : ℕ) → (Environment F → Vector F m) → Prop := fun _ _ => True
  assert (offset : ℕ) (_ : Expression F) : Prop := True
  lookup (offset : ℕ) (_ : Lookup F) : Prop := True
  subcircuit (offset : ℕ) {m : ℕ} (_ : Subcircuit F m) : Prop := True

inductive FlatOperation (F : Type) where
  | witness : (m : ℕ) → (Environment F → Vector F m) → FlatOperation F
  | assert : Expression F → FlatOperation F
  | lookup : Lookup F → FlatOperation F

structure Subcircuit (F : Type) [Field F] (offset : ℕ) where
  ops : List (FlatOperation F)

  
  
  
  Soundness : Environment F → Prop
  Completeness : Environment F → Prop
  UsesLocalWitnesses : Environment F → Prop

  
  
  localLength : ℕ

  
  imply_soundness : ∀ env,
    ConstraintsHoldFlat env ops → Soundness env

  
  implied_by_completeness : ∀ env, env.ExtendsVector (localWitnesses env ops) offset →
    Completeness env → ConstraintsHoldFlat env ops

  
  imply_usesLocalWitnesses : ∀ env, env.ExtendsVector (localWitnesses env ops) offset →
    UsesLocalWitnesses env

  
  localLength_eq : localLength = FlatOperation.localLength ops

@[circuit_norm]
def localWitnesses (env : Environment F) : (l : List (FlatOperation F)) → Vector F (localLength l)
  | [] => #v[]
  | witness _ compute :: ops => compute env ++ localWitnesses env ops
  | assert _ :: ops | lookup _ :: ops => localWitnesses env ops

@[circuit_norm]
def lookup {Row : TypeMap} [ProvableType Row] (table : Table F Row)  (entry : Row (Expression F)) : Circuit F Unit := fun _ =>
  ((), [.lookup { table := table.toRaw, entry := toElements entry }])

def Circuit (F : Type) [Field F] (α : Type) := ℕ → α × List (Operation F)

@[circuit_norm]
def Table.toRaw (table : Table F Row) : RawTable F where
  name := table.name
  arity := size Row
  Contains row := table.Contains (fromElements row)
  Soundness row := table.Soundness (fromElements row)
  Completeness row := table.Completeness (fromElements row)
  imply_soundness row := table.imply_soundness (fromElements row)
  implied_by_completeness row := table.implied_by_completeness (fromElements row)

structure RawTable (F : Type) where
  name : String
  arity : ℕ
  Contains : Vector F arity → Prop
  Soundness : Vector F arity → Prop
  Completeness : Vector F arity → Prop
  imply_soundness : ∀ row, Contains row → Soundness row
  implied_by_completeness : ∀ row, Completeness row → Contains row

structure StaticTable (F : Type) (Row : TypeMap) [ProvableType Row] where
  name : String
  length : ℕ
  row : Fin length → Row F
  
  
  
  index : Row F → ℕ
  Spec : Row F → Prop
  contains_iff : ∀ t, (∃ i, t = row i) ↔ Spec t

def Contains (table : StaticTable F Row) (row : Row F) :=
  ∃ i : Fin table.length, row = table.row i

instance ProvableType.fromStruct {α : TypeMap} [ProvableStruct α] : ProvableType α where
  size := combinedSize α
  toElements x :=
    toComponents x |> componentsToElements (components α) |>.cast combinedSize_eq.symm
  fromElements v :=
    v.cast combinedSize_eq |> componentsFromElements (components α) |> fromComponents
  fromElements_toElements x := by admit /- proof elided -/

@[reducible]
def TypeMap := Type → Type

structure Table (F : Type) (Row : TypeMap) [ProvableType Row] where
  name : String
   
  Contains : Row F → Prop

   
  Soundness : Row F → Prop
  Completeness : Row F → Prop

  imply_soundness : ∀ row, Contains row → Soundness row
  implied_by_completeness : ∀ row, Completeness row → Contains row

inductive Expression (F : Type) where
  | var : Variable F -> Expression F
  | const : F -> Expression F
  | add : Expression F -> Expression F -> Expression F
  | mul : Expression F -> Expression F -> Expression F

structure Variable (F : Type) where
  index : ℕ

def const (x : α F) : Var α F :=
  let values : Vector F _ := toElements x
  fromVars (values.map .const)

@[reducible] def Var (M : TypeMap) (F : Type) := M (Expression F)

@[circuit_norm]
def fromVars (vars : Vector (Expression F) (size M)) := fromElements vars

structure Lookup (F : Type) where
  table : RawTable F
  entry : Vector (Expression F) table.arity

class Witnessable (F : Type) [Field F] (value : outParam TypeMap) (var : TypeMap) [ProvableType value] where
  witness : ((Environment F) → value F) → Circuit F (var F)
  var_eq : var F = value (Expression F) := by admit /- proof elided -/

structure Environment (F : Type) where
  get : ℕ → F

@[circuit_norm]
def localLength : List (FlatOperation F) → ℕ
  | [] => 0
  | witness m _ :: ops => m + localLength ops
  | assert _ :: ops | lookup _ :: ops => localLength ops

def ConstraintsHoldFlat (eval : Environment F) : List (FlatOperation F) → Prop
  | [] => True
  | op :: ops => match op with
    | assert e => (eval e = 0) ∧ ConstraintsHoldFlat eval ops
    | lookup { table, entry } =>
      table.Contains (entry.map eval) ∧ ConstraintsHoldFlat eval ops
    | _ => ConstraintsHoldFlat eval ops

def toList : Trace F S → List (Row F S)
  | <+> => []
  | rest +> row => rest.toList.concat row

inductive Trace (F : Type) (S : Type → Type) [ProvableType S] where
   
  | empty : Trace F S
   
  | cons (rest : Trace F S) (row : Row F S) : Trace F S

structure CellOffset (W : ℕ+) (S : Type → Type) [ProvableType S]  where
  row: Fin W
  column: Fin (size S)

@[reducible, table_norm, table_assignment_norm]
def empty : TableContext W S F where
  circuit := []
  assignment := .empty W

structure TableContext (W : ℕ+) (S : Type → Type) (F : Type) [Field F] [ProvableType S] where
  circuit : Operations F
  assignment : CellAssignment W S
deriving Repr

structure CellAssignment (W : ℕ+) (S : Type → Type) [ProvableType S] where
  offset : ℕ 
  aux_length : ℕ 

   
  vars : Vector (Cell W S) offset

@[reducible, table_norm, table_assignment_norm]
def offset (table : TableContext W S F) : ℕ := table.circuit.localLength

class ConstantLength (circuit : α → Circuit F β) where
  localLength : ℕ
  localLength_eq : ∀ (a : α) (n : ℕ), (circuit a).localLength n = localLength

@[circuit_norm]
def localLength : Operation F → ℕ
  | .witness m _ => m
  | .assert _ => 0
  | .lookup _ => 0
  | .subcircuit s => s.localLength

@[circuit_norm]
def localLength : Operations F → ℕ
  | [] => 0
  | .witness m _ :: ops => m + localLength ops
  | .assert _ :: ops => localLength ops
  | .lookup _ :: ops => localLength ops
  | .subcircuit s :: ops => s.localLength + localLength ops

class ElaboratedCircuit (F : Type) (Input Output : TypeMap) [Field F] [ProvableType Input] [ProvableType Output] where
  main : Var Input F → Circuit F (Var Output F)

   
  localLength : Var Input F → ℕ

   
  localLength_eq : ∀ input offset, (main input).localLength offset = localLength input
    := by admit /- proof elided -/

@[reducible, circuit_norm]
def localLength (circuit : Circuit F α) (offset := 0) : ℕ :=
  Operations.localLength (circuit offset).2

inductive Cell (W : ℕ+) (S : Type → Type) [ProvableType S] where
  | input : CellOffset W S → Cell W S
  | aux : ℕ → Cell W S

@[reducible]
def Row (F : Type) (S : Type → Type) [ProvableType S] := S F

instance ProvablePair.instance {α β: TypeMap} [ProvableType α] [ProvableType β] : ProvableType (ProvablePair α β) where
  size := size α + size β
  toElements := fun (a, b) => toElements a ++ toElements b
  fromElements {F} v :=
    let a : α F := v.take (size α) |>.cast Nat.min_add_right_self |> fromElements
    let b : β F := v.drop (size α) |>.cast (Nat.add_sub_self_left _ _) |> fromElements
    (a, b)
  fromElements_toElements x := by admit /- proof elided -/

def map {m : ℕ} (xs : Vector α m) (body : α → Circuit F β)
    (_constant : ConstantLength body := by admit /- proof elided -/
    ) : Circuit F (Vector β m) :=
  xs.mapM body

def ConstantLength.fromConstantLength {circuit : α → Circuit F β} [Inhabited α]
    (h : ∀ (a : α) n, (circuit a).localLength n = (circuit default).localLength 0) : ConstantLength circuit where
  localLength := (circuit default).localLength 0
  localLength_eq a n := h a n

def TraceOfLength (F : Type) (S : Type → Type) [ProvableType S] (N : ℕ) : Type :=
  { env : Trace F S // env.len = N }

def toList {N : ℕ} (trace : TraceOfLength F S N) : List.Vector (Row F S) N :=
  ⟨ trace.val.toList, by admit /- proof elided -/
  ⟩

@[circuit_norm]
def ConstraintsHold (eval : Environment F) : List (Operation F) → Prop
  | [] => True
  | .witness _ _ :: ops => ConstraintsHold eval ops
  | .assert e :: ops => eval e = 0 ∧ ConstraintsHold eval ops
  | .lookup { table, entry, .. } :: ops =>
    table.Contains (entry.map eval) ∧ ConstraintsHold eval ops
  | .subcircuit s :: ops =>
    ConstraintsHoldFlat eval s.ops ∧ ConstraintsHold eval ops

@[circuit_norm]
def subcircuit (circuit : FormalCircuit F β α) (b : Var β F) : Circuit F (Var α F) :=
  fun offset =>
    let a := circuit.output b offset
    let subcircuit := circuit.toSubcircuit offset b
    (a, [.subcircuit subcircuit])

def FormalAssertion.toSubcircuit (circuit : FormalAssertion F β)
    (n : ℕ) (input_var : Var β F) : Subcircuit F n :=
  let ops := circuit.main input_var |>.operations n
  have h_consistent : ops.SubcircuitsConsistent n := circuit.subcircuitsConsistent input_var n

  {
    ops := ops.toFlat,
    Soundness env := circuit.Assumptions (eval env input_var) → circuit.Spec (eval env input_var),
    Completeness env := circuit.Assumptions (eval env input_var) ∧ circuit.Spec (eval env input_var),
    UsesLocalWitnesses _ := True,
    localLength := circuit.localLength input_var

    imply_soundness := by admit /- proof elided -/

structure FormalCircuit (F : Type) [Field F] (Input Output : TypeMap) [ProvableType Input] [ProvableType Output]
    extends elaborated : ElaboratedCircuit F Input Output where
  Assumptions (_ : Input F) : Prop := True
  Spec : Input F → Output F → Prop
  soundness : Soundness F elaborated Assumptions Spec
  completeness : Completeness F elaborated Assumptions

structure FormalAssertion (F : Type) (Input : TypeMap) [Field F] [ProvableType Input]
    extends elaborated : ElaboratedCircuit F Input unit where
  Assumptions : Input F → Prop
  Spec : Input F → Prop
  soundness : FormalAssertion.Soundness F elaborated Assumptions Spec
  completeness : FormalAssertion.Completeness F elaborated Assumptions Spec

  
  localLength _ := 0
  
  output _ _ := ()

structure GeneralFormalCircuit (F : Type) (Input Output : TypeMap) [Field F] [ProvableType Input] [ProvableType Output]
    extends elaborated : ElaboratedCircuit F Input Output where
  Assumptions : Input F → Prop 
  Spec : Input F → Output F → Prop 
  soundness : GeneralFormalCircuit.Soundness F elaborated Spec
  completeness : GeneralFormalCircuit.Completeness F elaborated Assumptions

@[circuit_norm]
def SubcircuitsConsistent (offset : ℕ) (ops : Operations F) := ops.forAll offset {
  subcircuit offset {n} _ := n = offset
}

 @[circuit_norm]
def forAll (offset : ℕ) (condition : Condition F) : Operations F → Prop
  | [] => True
  | .witness m c :: ops => condition.witness offset m c ∧ forAll (m + offset) condition ops
  | .assert e :: ops => condition.assert offset e ∧ forAll offset condition ops
  | .lookup l :: ops => condition.lookup offset l ∧ forAll offset condition ops
  | .subcircuit s :: ops => condition.subcircuit offset s ∧ forAll (s.localLength + offset) condition ops

def FlatOperation.forAll (offset : ℕ) (condition : Condition F) : List (FlatOperation F) → Prop
  | [] => True
  | .witness m c :: ops => condition.witness offset m c ∧ forAll (m + offset) condition ops
  | .assert e :: ops => condition.assert offset e ∧ forAll offset condition ops
  | .lookup l :: ops => condition.lookup offset l ∧ forAll offset condition ops

@[circuit_norm]
def FormalAssertion.Soundness (F : Type) [Field F] (circuit : ElaboratedCircuit F Input unit)
    (Assumptions : Input F → Prop) (Spec : Input F → Prop) :=
  
  ∀ offset : ℕ, ∀ env,
  
  ∀ input_var : Var Input F, ∀ input : Input F, eval env input_var = input →
  Assumptions input →
  
  ConstraintsHold.Soundness env (circuit.main input_var |>.operations offset) →
  
  Spec input

@[reducible, circuit_norm]
def operations (circuit : Circuit F α) (offset : ℕ) : Operations F :=
  (circuit offset).2

@[circuit_norm]
def ConstraintsHold.Soundness (eval : Environment F) : List (Operation F) → Prop
  | [] => True
  | .witness _ _ :: ops => ConstraintsHold.Soundness eval ops
  | .assert e :: ops => eval e = 0 ∧ ConstraintsHold.Soundness eval ops
  | .lookup { table, entry } :: ops =>
    table.Soundness (entry.map eval) ∧ ConstraintsHold.Soundness eval ops
  | .subcircuit s :: ops =>
    s.Soundness eval ∧ ConstraintsHold.Soundness eval ops

@[circuit_norm]
def Soundness (F : Type) [Field F] (circuit : ElaboratedCircuit F Input Output)
    (Assumptions : Input F → Prop) (Spec : Input F → Output F → Prop) :=
  
  ∀ offset : ℕ, ∀ env,
  
  ∀ input_var : Var Input F, ∀ input : Input F, eval env input_var = input →
  Assumptions input →
  
  ConstraintsHold.Soundness env (circuit.main input_var |>.operations offset) →
  
  let output := eval env (circuit.output input_var offset)
  Spec input output

@[reducible, circuit_norm]
def output (circuit : Circuit F α) (offset : ℕ) : α :=
  (circuit offset).1

@[explicit_provable_type]
def eval (env : Environment F) (x : Var α F) : α F :=
  let vars := toVars x
  let values := vars.map (Expression.eval env)
  fromElements values

@[circuit_norm]
def toVars (var : M (Expression F)) := toElements var

@[circuit_norm]
def eval (env : Environment F) : Expression F → F
  | var v => env.get v.index
  | const c => c
  | add x y => eval env x + eval env y
  | mul x y => eval env x * eval env y

@[circuit_norm]
def GeneralFormalCircuit.Soundness (F : Type) [Field F] (circuit : ElaboratedCircuit F Input Output) (Spec : Input F → Output F → Prop) :=
  
  ∀ offset : ℕ, ∀ env,
  
  ∀ input_var : Var Input F, ∀ input : Input F, eval env input_var = input →
  
  ConstraintsHold.Soundness env (circuit.main input_var |>.operations offset) →
  
  let output := eval env (circuit.output input_var offset)
  Spec input output

@[reducible]
def unit (_ : Type) := Unit

@[circuit_norm]
def FormalAssertion.Completeness (F : Type) [Field F] (circuit : ElaboratedCircuit F Input unit)
    (Assumptions : Input F → Prop) (Spec : Input F → Prop) :=
  
  ∀ offset, ∀ env, ∀ input_var : Var Input F,
  env.UsesLocalWitnessesCompleteness offset (circuit.main input_var |>.operations offset) →
  
  ∀ input : Input F, eval env input_var = input →
  Assumptions input → Spec input →
  
  ConstraintsHold.Completeness env (circuit.main input_var |>.operations offset)

@[circuit_norm]
def ConstraintsHold.Completeness (eval : Environment F) : List (Operation F) → Prop
  | [] => True
  | .witness _ _ :: ops => ConstraintsHold.Completeness eval ops
  | .assert e :: ops => eval e = 0 ∧ ConstraintsHold.Completeness eval ops
  | .lookup { table, entry } :: ops =>
    table.Completeness (entry.map eval) ∧ ConstraintsHold.Completeness eval ops
  | .subcircuit s :: ops =>
    s.Completeness eval ∧ ConstraintsHold.Completeness eval ops

@[circuit_norm]
def Completeness (F : Type) [Field F] (circuit : ElaboratedCircuit F Input Output)
    (Assumptions : Input F → Prop) :=
  
  ∀ offset : ℕ, ∀ env, ∀ input_var : Var Input F,
  env.UsesLocalWitnessesCompleteness offset (circuit.main input_var |>.operations offset) →
  
  ∀ input : Input F, eval env input_var = input →
  Assumptions input →
  
  ConstraintsHold.Completeness env (circuit.main input_var |>.operations offset)

@[circuit_norm]
def GeneralFormalCircuit.Completeness (F : Type) [Field F] (circuit : ElaboratedCircuit F Input Output) (Assumptions : Input F → Prop) :=
  
  ∀ offset : ℕ, ∀ env, ∀ input_var : Var Input F,
  env.UsesLocalWitnessesCompleteness offset (circuit.main input_var |>.operations offset) →
  
  ∀ input : Input F, eval env input_var = input →
  Assumptions input →
  
  ConstraintsHold.Completeness env (circuit.main input_var |>.operations offset)

def toFlat : Operations F → List (FlatOperation F)
  | [] => []
  | .witness m c :: ops => .witness m c :: toFlat ops
  | .assert e :: ops => .assert e :: toFlat ops
  | .lookup l :: ops => .lookup l :: toFlat ops
  | .subcircuit s :: ops => s.ops ++ toFlat ops

def Environment.UsesLocalWitnesses (env : Environment F) (offset : ℕ) (ops : Operations F) : Prop :=
  ops.forAllFlat offset { witness n _ compute := env.ExtendsVector (compute env) n }

@[circuit_norm]
def Environment.ExtendsVector (env : Environment F) (wit : Vector F n) (offset : ℕ) : Prop :=
  ∀ i : Fin n, env.get (offset + i.val) = wit[i.val]

def Operations.forAllFlat (n : ℕ) (condition : Condition F) (ops : Operations F) : Prop :=
  forAll n { condition with subcircuit n _ s := FlatOperation.forAll n condition s.ops } ops

def GeneralFormalCircuit.toSubcircuit (circuit : GeneralFormalCircuit F β α)
    (n : ℕ) (input_var : Var β F) : Subcircuit F n :=
  let ops := circuit.main input_var |>.operations n
  have h_consistent : ops.SubcircuitsConsistent n := circuit.subcircuitsConsistent input_var n

  have imply_soundness : ∀ env : Environment F,
      let input := eval env input_var
      let output := eval env (circuit.output input_var n)
      ConstraintsHoldFlat env ops.toFlat → circuit.Spec input output :=

def FormalCircuit.toSubcircuit (circuit : FormalCircuit F β α)
    (n : ℕ) (input_var : Var β F) : Subcircuit F n :=
  let ops := circuit.main input_var |>.operations n
  have h_consistent : ops.SubcircuitsConsistent n := circuit.subcircuitsConsistent input_var n

  have imply_soundness : ∀ env : Environment F,
    let input := eval env input_var
    let output := eval env (circuit.output input_var n)
    ConstraintsHoldFlat env ops.toFlat → circuit.Assumptions input → circuit.Spec input output :=

@[table_norm, table_assignment_norm]
def getCurrRow : TableConstraint W S F (Var S F) := getRow 0

@[reducible, table_norm, table_assignment_norm]
def TableConstraint (W : ℕ+) (S : Type → Type) (F : Type) [Field F] [ProvableType S] :=
  StateM (TableContext W S F)

@[table_norm, table_assignment_norm]
def getRow (row : Fin W) : TableConstraint W S F (Var S F) :=
  modifyGet fun ctx =>
    let ctx' : TableContext W S F := {
      circuit := ctx.circuit ++ [.witness (size S) fun env => .mapRange _ fun i => env.get (ctx.offset + i)],
      assignment := ctx.assignment.pushRow row
    }
    (varFromOffset S ctx.offset, ctx')

@[table_norm, table_assignment_norm]
def Row.get (row : Row F S) (i : Fin (size S)) : F :=
  (toElements row)[i.val]

@[table_assignment_norm]
def pushRow (assignment : CellAssignment W S) (row : Fin W) : CellAssignment W S :=
  let row_vars : Vector (Cell W S) (size S) := .mapFinRange _ fun col => .input ⟨ row, col ⟩
  {
    offset := assignment.offset + size S
    aux_length := assignment.aux_length
    vars := assignment.vars ++ row_vars
  }

def mapFinRange (n : ℕ) (create : Fin n → α) : Vector α n := finRange n |>.map create

@[table_assignment_norm]
def get {M : ℕ} :
    (env : TraceOfLength F S M) → (i : Fin M) → (j : Fin (size S)) → F
  | ⟨env, h⟩, i, j => env.getLeFromBottom ⟨
      M - 1 - i,
      by admit /- proof elided -/
    ⟩ j

def mapRange (n : ℕ) (create : ℕ → α) : Vector α n :=
  match n with
  | 0 => #v[]
  | k + 1 => mapRange k create |>.push (create k)

@[explicit_provable_type]
def varFromOffset (α : TypeMap) [ProvableType α] (offset : ℕ) : Var α F :=
  let vars := Vector.mapRange (size α) fun i => var ⟨offset + i⟩
  fromVars vars

class HasAssignEq (β : Type) (F : outParam Type) [Field F] where
  assignEq : β → Circuit F β

@[table_norm, table_assignment_norm]
def getNextRow : TableConstraint W S F (Var S F) := getRow 1

class HasAssertEq (β : Type) (F : outParam Type) [Field F] where
  assert_eq : β → β → Circuit F Unit

@[reducible]
def SingleRowConstraint (S : Type → Type) (F : Type) [Field F] [ProvableType S] := TableConstraint 1 S F Unit

inductive TableOperation (S : Type → Type) (F : Type) [Field F] [ProvableType S] where
   
  | boundary: RowIndex → SingleRowConstraint S F → TableOperation S F

   
  | everyRow: SingleRowConstraint S F → TableOperation S F

   
  | everyRowExceptLast: TwoRowsConstraint S F → TableOperation S F

inductive RowIndex where
  | fromStart : ℕ → RowIndex
  | fromEnd : ℕ → RowIndex

@[reducible]
def TwoRowsConstraint (S : Type → Type) (F : Type) [Field F] [ProvableType S] := TableConstraint 2 S F Unit

def windowEnv (table : TableConstraint W S F Unit)
  (window : TraceOfLength F S W) (aux_env : Environment F) : Environment F :=
  let assignment := table.finalAssignment
  .mk fun i =>
    if hi : i < assignment.offset then
      match assignment.vars[i] with
      | .input ⟨i, j⟩ => window.get i j
      | .aux k => aux_env.get k
    else aux_env.get (i + assignment.aux_length)

@[table_assignment_norm]
def finalAssignment (table : TableConstraint W S F α) : CellAssignment W S :=
  table .empty |>.snd.assignment

@[table_norm]
def lastRow : (trace : Trace F S) → (hlen : trace.len > 0) → S F
  | <+>, h  => nomatch h
  | _ +> row, _ => row

structure FormalTable (F : Type) [Field F] (S : Type → Type) [ProvableType S] where
   
  constraints : List (TableOperation S F)

   
  Assumption : ℕ → Prop := fun _ => True

   
  Spec {N : ℕ} : TraceOfLength F S N → Prop

   
  soundness :
    ∀ (N : ℕ) (trace : TraceOfLength F S N) (env : ℕ → ℕ → Environment F),
    Assumption N →
    TableConstraintsHold constraints trace env →
    Spec trace

   
  offset_consistent :
    constraints.Forall fun cs =>
      match cs with
      | .boundary _ constraint => constraint.OffsetConsistent
      | .everyRow constraint => constraint.OffsetConsistent
      | .everyRowExceptLast constraint => constraint.OffsetConsistent
    := by admit /- proof elided -/

@[table_norm]
def TableConstraintsHold {N : ℕ} (constraints : List (TableOperation S F))
  (trace : TraceOfLength F S N) (env : ℕ → ℕ → Environment F) : Prop :=
  let constraints_and_envs := constraints.mapIdx (fun i cs => (cs, env i))
  foldl N constraints_and_envs trace.val constraints_and_envs
  where

def ForAllRowsWithPrevious  : Trace F S → (Row F S → Trace F S → Prop) → Prop
  | <+>, _ => true
  | rest +> row, prop => (prop row rest) ∧ ForAllRowsWithPrevious rest prop

def ForAllRowsWithPrevious {N : ℕ}
    (trace : TraceOfLength F S N) (prop : Row F S → (i : ℕ) → TraceOfLength F S i → Prop) : Prop :=
  trace.val.ForAllRowsWithPrevious fun row rest => prop row rest.len ⟨ rest, rfl ⟩

@[table_norm, table_assignment_norm]
def len : Trace F S → ℕ
  | <+> => 0
  | rest +> _ => rest.len + 1

def len (_ : Vector α n) : ℕ := n

def every_row_two_rows_induction {P : Trace F S → Sort*}
    (zero : P (<+>))
    (one : ∀ row : Row F S, P (empty +> row))
    (more : ∀ curr next : Row F S,
      ∀ rest : Trace F S, P (rest) → P (rest +> curr) → P (rest +> curr +> next))
    : ∀ trace, P trace
  | <+> => zero
  | <+> +> first => one first
  | rest +> curr +> _ => more _ _ _
    (every_row_two_rows_induction zero one more (rest))
    (every_row_two_rows_induction zero one more (rest +> curr))

@[table_assignment_norm]
def curr {W : ℕ+} (j : Fin (size S)) : CellOffset W S := ⟨0, j⟩

@[table_assignment_norm]
def next {W : ℕ+} (j : Fin (size S)) : CellOffset W S := ⟨1, j⟩

@[table_norm]
def lastRow {M : ℕ+} (trace : TraceOfLength F S M) : S F :=
  trace.val.lastRow (by admit /- proof elided -/
  )

def circuit := do
  let x ← witnessField (F := F pBabybear) fun _ => 246
  let y ← witnessField fun _ => 20
  let z ← Gadgets.Addition8.circuit.main { x, y }
  Gadgets.Addition8.circuit.main { x, y := z }

structure Inputs (F : Type) where
  x: U32 F
  y: U32 F
  carryIn: F

structure Outputs (F : Type) where
  z: U32 F
  carryOut: F
deriving Repr

@[circuit_norm]
def witnessField (compute : Environment F → F) := do
  let v ← witnessVar compute
  return var v

@[circuit_norm]
def witnessVar (compute : Environment F → F) : Circuit F (Variable F) :=
  fun (offset : ℕ) =>
    let var : Variable F := ⟨ offset ⟩
    (var, [.witness 1 fun env => #v[compute env]])

def pBabybear := 15 * 2^27 + 1

def circuit : FormalCircuit (F p) Inputs field where
  main := fun { x, y } =>
    Addition8Full.circuit { x, y, carryIn := 0 }

  localLength _ := 2
  output _ i0 := var ⟨i0⟩

  Assumptions | { x, y } => x.val < 256 ∧ y.val < 256

  Spec | { x, y }, z => z.val = (x.val + y.val) % 256

  
  soundness := by admit /- proof elided -/

structure Inputs (F : Type) where
  x: F
  y: F

def Addition8Full.circuit : FormalCircuit (F p) Addition8FullCarry.Inputs field where
  main := fun inputs => do
    let { z, .. } ← Addition8FullCarry.circuit inputs
    return z

  localLength _ := 2
  output _ i0 := var ⟨i0⟩

  Assumptions := fun { x, y, carryIn } =>
    x.val < 256 ∧ y.val < 256 ∧ IsBool carryIn

  Spec := fun { x, y, carryIn } z =>
    z.val = (x.val + y.val + carryIn.val) % 256

  
  soundness := by admit /- proof elided -/

def F p := ZMod p

def Spec (input : Inputs (F p)) (out : Outputs (F p)) :=
  let ⟨x, y, carryIn⟩ := input
  out.z.val = (x.val + y.val + carryIn.val) % 256 ∧
  out.carryOut.val = (x.val + y.val + carryIn.val) / 256

structure Outputs (F : Type) where
  z: F
  carryOut: F

structure Inputs (F : Type) where
  x: F
  y: F
  carryIn: F

def Assumptions (input : Inputs (F p)) :=
  let ⟨x, y, carryIn⟩ := input
  x.val < 256 ∧ y.val < 256 ∧ IsBool carryIn

def IsBool {α : Type*} [Zero α] [One α] (x : α) : Prop := x = 0 ∨ x = 1

@[reducible] def field : TypeMap := id

def main (args : List String) : IO Unit := do
  match args with
  | [steps_str, output_path] =>
    
    match steps_str.toNat? with
    | some steps => generateTrace steps output_path
    | none => IO.println "Error: Invalid number of steps"
  | _ =>
    IO.println "Usage: lake lean TraceGen.lean 

@[table_assignment_norm]
def getLeFromBottom :
    (trace : Trace F S) → (row : Fin trace.len) → (col : Fin (size S)) → F
  | _ +> currRow, ⟨0, _⟩, j => currRow.get j
  | rest +> _, ⟨i + 1, h⟩, j => getLeFromBottom rest ⟨i, Nat.le_of_succ_le_succ h⟩ j

@[table_assignment_norm]
def pushVarsAux (assignment : CellAssignment W S) (n : ℕ) : CellAssignment W S where
  offset := assignment.offset + n
  aux_length := assignment.aux_length + n
  vars := assignment.vars ++ (.mapRange n fun i => .aux (assignment.aux_length + i) : Vector (Cell W S) n)

@[table_assignment_norm]
def assignmentFromCircuit (as : CellAssignment W S) : Operations F → CellAssignment W S
  | [] => as
  | .witness m _ :: ops => assignmentFromCircuit (as.pushVarsAux m) ops
  | .assert _ :: ops => assignmentFromCircuit as ops
  | .lookup _ :: ops => assignmentFromCircuit as ops
  | .subcircuit s :: ops => assignmentFromCircuit (as.pushVarsAux s.localLength) ops

def induct {motive : Operations F → Sort*}
  (empty : motive [])
  (witness : ∀ m c ops, motive ops → motive (.witness m c :: ops))
  (assert : ∀ e ops, motive ops → motive (.assert e :: ops))
  (lookup : ∀ l ops, motive ops → motive (.lookup l :: ops))
  (subcircuit : ∀ {n} (s : Subcircuit F n) ops, motive ops → motive (.subcircuit s :: ops))
    (ops : Operations F) : motive ops :=
  match ops with
  | [] => empty
  | .witness m c :: ops => witness m c ops (induct empty witness assert lookup subcircuit ops)
  | .assert e :: ops => assert e ops (induct empty witness assert lookup subcircuit ops)
  | .lookup l :: ops => lookup l ops (induct empty witness assert lookup subcircuit ops)
  | .subcircuit s :: ops => subcircuit s ops (induct empty witness assert lookup subcircuit ops)

def foldlAcc (n : ℕ) (xs : Vector α m) (circuit : β → α → Circuit F β) (init : β) (j : Fin m) : β :=
  Fin.foldl j (fun acc i => (circuit acc xs[i.val]).output (n + i*(circuit acc xs[i.val]).localLength)) init

def foldlRange (m : ℕ) [Inhabited β] (init : β) (body : β → Fin m → Circuit F β)
  (_constant : ConstantLength (fun (s, a) => body s a) := by admit /- proof elided -/
    ) : Circuit F β :=
  (Vector.finRange m).foldlM body init

def ConstantLength.fromConstantLength' [Inhabited β] (body : β × Fin m → Circuit F β)
    (h : ∀ (acc : β) (i i' : Fin m) n,
      (body (acc, i)).localLength n = (body (default, i')).localLength 0) :
    ConstantLength body where
  localLength := match m with
    | 0 => 0
    | m + 1 => (body (default, 0)).localLength 0
  localLength_eq := by admit /- proof elided -/

@[reducible]
def prod (circuit : β → α → Circuit F β) : β × α → Circuit F β := fun t => circuit t.1 t.2

def induct {motive : {n : ℕ} → Vector α n → Sort u}
    (nil : motive #v[])
    (cons: ∀ {n : ℕ} (a : α) (as : Vector α n), motive as → motive (cons a as))
    {n : ℕ} (v : Vector α n) : motive v :=
  match v with
  | ⟨ .mk [], h ⟩ => by admit /- proof elided -/
  | ⟨ .mk (a :: as), h ⟩ => by admit /- proof elided -/

def cons (a : α) (v : Vector α n) : Vector α (n + 1) :=
  ⟨ .mk (a :: v.toList), by admit /- proof elided -/
  ⟩

@[simps! (attr := circuit_norm) (config := {isSimp := false})]
def circuit (α : TypeMap) [ProvableType α] : FormalAssertion F (ProvablePair α α) where
  Assumptions _ := True

  Spec : α F × α F → Prop
  | (x, y) => x = y

  soundness := by admit /- proof elided -/

def mapFinRange (m : ℕ) [NeZero m] (body : Fin m → Circuit F β)
    (_constant : ConstantLength body := by admit /- proof elided -/
    ) : Circuit F (Vector β m) :=
  Vector.mapFinRangeM m body

def mapFinRangeM (n : ℕ) {m : Type → Type} [Monad m] (f : Fin n → m β) : m (Vector β n) := (finRange n).mapM f

def allZero {n} (xs : Vector (Expression F) n) : Circuit F Unit := .forEach xs assertZero

def forEach {m : ℕ} (xs : Vector α m) [Inhabited α] (body : α → Circuit F Unit)
    (_constant : ConstantLength body := by admit /- proof elided -/
    ) : Circuit F Unit :=
  xs.forM body

@[circuit_norm]
def assertZero (e : Expression F) : Circuit F Unit := fun _ =>
  ((), [.assert e])

@[circuit_norm]
def eval (env : Environment F) (var : α (Expression F)) : α F :=
  toComponents var |> go (components α) |> fromComponents
where

class ProvableStruct (α : TypeMap) where
  components : List WithProvableType
  toComponents {F : Type} : α F → ProvableTypeList F components
  fromComponents {F : Type} : ProvableTypeList F components → α F

  combinedSize : ℕ := combinedSize' components
  combinedSize_eq : combinedSize = combinedSize' components := by admit /- proof elided -/

def foldl {m : ℕ} [Inhabited β] [Inhabited α] (xs : Vector α m) (init : β) (body : β → α → Circuit F β)
  (_const_out : ConstantOutput (fun (s, a) => body s a) := by admit /- proof elided -/
    )
  (_constant : ConstantLength (fun (s, a) => body s a) := by admit /- proof elided -/
  )
   : Circuit F β :=
  xs.foldlM body init

@[circuit_norm]
def ConstantOutput (circuit : α → Circuit F β) [Inhabited α] :=
  ∀ (x : α) (n : ℕ), (circuit x).output n = (circuit default).output n

infix:50 " === " => HasAssertEq.assert_eq

@[inherit_doc] notation:67 "<+>" => Trace.empty

@[inherit_doc] infixl:67 " +> " => Trace.cons
</used_repo_defs>

<lib_lemmas>
List.length_map in Init.Data.List.Lemmas
Vector.append_empty in Init.Data.Vector.Lemmas
zero_add in Mathlib.Algebra.Group.Defs
NeZero.pos in Mathlib.Algebra.Order.Monoid.Canonical.Defs
List.cons_append in Init.Data.List.Basic
List.length_cons in Init.Data.List.Basic
List.length_nil in Init.Data.List.Basic
List.map_concat in Init.Data.List.Lemmas
List.nil_append in Init.Data.List.Basic
List.push_toArray in Init.Data.List.ToArray
List.size_toArray in Init.Data.Array.Basic
Nat.add_eq_zero in Init.Data.Nat.Lemmas
Nat.add_one_sub_one in Init.Data.Nat.Basic
Nat.add_zero in Init.Core
PNat.val_ofNat in Mathlib.Data.PNat.Basic
Vector.empty_append in Init.Data.Vector.Lemmas
Vector.getElem_append in Init.Data.Vector.Lemmas
add_assoc in Mathlib.Algebra.Group.Defs
add_tsub_cancel_right in Mathlib.Algebra.Order.Sub.Defs
and_false in Init.SimpLemmas
and_self in Init.SimpLemmas
and_true in Init.SimpLemmas
one_ne_zero in Mathlib.Algebra.NeZero
true_and in Init.SimpLemmas
tsub_self in Mathlib.Algebra.Order.Sub.Basic
tsub_zero in Mathlib.Algebra.Order.Sub.Defs
</lib_lemmas>

<repo_lemmas>
lemma toList_length : (trace : Trace F S) → trace.toList.length = trace.len
  | <+> => rfl

theorem mapRange_zero {create : ℕ → α} : mapRange 0 create = #v[]

theorem getElem_mapRange {n} {create : ℕ → α} :
    ∀ (i : ℕ) (hi : i < n), (mapRange n create)[i] = create i

theorem mapRange_succ {n} {create : ℕ → α} :
    mapRange (n + 1) create = (mapRange n create).push (create n)

theorem ext_iff {F : Type} {α : TypeMap} [ProvableType α] (x y : α F) :
    x = y ↔ ∀ i (hi : i < size α), (toElements x)[i] = (toElements y)[i]

theorem eval_varFromOffset {α : TypeMap} [ProvableType α] (env : Environment F) (offset : ℕ) :
    eval env (varFromOffset α offset) = fromElements (.mapRange (size α) fun i => env.get (offset + i))

theorem getElem_mapFinRange {n} {create : Fin n → α} :
    ∀ (i : ℕ) (hi : i < n), (mapFinRange n create)[i] = create ⟨ i, hi ⟩

theorem assignmentFromCircuit_offset (as : CellAssignment W S) (ops : Operations F) :
    (assignmentFromCircuit as ops).offset = as.offset + ops.localLength

@[circuit_norm ↓]
lemma foldlRange.soundness :
  ConstraintsHold.Soundness env (foldlRange m init body constant |>.operations n) ↔
    ∀ i : Fin m,
    ConstraintsHold.Soundness env (body (FoldlM.foldlAcc n (Vector.finRange m) body init i) i
    |>.operations (n + i * (body default i).localLength))

@[circuit_norm ↓]
lemma foldlRange.forAll :
  Operations.forAll n prop (foldlRange m init body constant |>.operations n) ↔
    ∀ i : Fin m,
      body (FoldlM.foldlAcc n (Vector.finRange m) body init i) i
      |>.forAll (n + i * (body default i).localLength) prop

theorem forAll_iff_finRange {constant : ConstantLength (prod circuit)} :
  ((Vector.finRange m).foldlM circuit init).forAll n prop ↔
    ∀ i : Fin m, (circuit (foldlAcc n (Vector.finRange m) circuit init i) i)
    |>.forAll (n + i * (circuit init i).localLength) prop

theorem forAll_iff {constant : ConstantLength (prod circuit)} :
  (xs.foldlM circuit init).forAll n prop ↔
    ∀ i : Fin m, (circuit (foldlAcc n xs circuit init i) xs[i.val]).forAll (n + i * (circuit init xs[i.val]).localLength) prop

lemma forAll_flatten_foldl :
  Operations.forAll n prop (List.ofFn fun (i : Fin m) => (circuit (foldlAcc n xs circuit init i) xs[i.val]).operations (n + i * constant.localLength)).flatten
    ↔ ∀ (i : Fin m), (circuit (foldlAcc n xs circuit init i) xs[i.val]).forAll (n + i * constant.localLength) prop

lemma forAll_flatten_abstract (circuit : Fin m → Circuit F β) (constant : ConstantLength circuit) :
  Operations.forAll n prop (List.ofFn fun i => (circuit i).operations (n + i * constant.localLength)).flatten
    ↔ ∀ (i : Fin m), (circuit i).forAll (n + i * constant.localLength) prop

theorem localLength_eq :
    (xs.foldlM circuit init).localLength n = m * constant.localLength

lemma foldlM_cons (x : α) :
  (Vector.cons x xs).foldlM circuit init = (do
    let init' ← circuit init x
    xs.foldlM circuit init')

lemma Vector.foldlM_toList (xs : Vector α n) {m : Type → Type} [Monad m] (body : β → α → m β) (init : β) :
    xs.foldlM body init = xs.toList.foldlM body init

theorem operations_eq :
  (Vector.foldlM circuit init xs).operations n =
    (List.ofFn fun i => (circuit (foldlAcc n xs circuit init i) xs[i.val]).operations (n + i * constant.localLength)).flatten

lemma foldlAcc_zero [NeZero m] : foldlAcc n xs circuit init 0 = init

lemma foldlAcc_cons_succ (i : Fin m) (x : α) [constant : ConstantLength (prod circuit)] :
  foldlAcc n (Vector.cons x xs) circuit init i.succ =
    foldlAcc (n + (circuit init x).localLength n) xs circuit ((circuit init x).output n) i

@[circuit_norm]
theorem soundness (α : TypeMap) [ProvableType α] (n : ℕ) (env : Environment F) (x y : Var α F) :
    ((circuit α).toSubcircuit n (x, y)).Soundness env = (eval env x = eval env y)

@[circuit_norm ↓]
lemma mapFinRange.soundness :
  ConstraintsHold.Soundness env (mapFinRange m body constant |>.operations n) ↔
    ∀ i : Fin m, ConstraintsHold.Soundness env (body i |>.operations (n + i*(body 0).localLength))

theorem mapFinRangeM_forAll_iff {circuit : Fin m → Circuit F β} [constant : ConstantLength circuit] :
  (Vector.mapFinRangeM m circuit).forAll n prop ↔
    ∀ i : Fin m, (circuit i).forAll (n + i*constant.localLength) prop

theorem forAll_iff :
  (xs.mapM circuit).forAll n prop ↔
    ∀ (i : Fin m), (circuit xs[i.val]).forAll (n + i * constant.localLength) prop

theorem operations_eq : (xs.mapM circuit).operations n =
    (List.ofFn fun (i : Fin m) => (circuit xs[i.val]).operations (n + i * constant.localLength)).flatten

private lemma ofFn_flatten_cons {circuit : α → Circuit F β} (constant : ConstantLength circuit) (x : α) (xs : Vector α m) (n : ℕ) :
  (List.ofFn fun i => (circuit (Vector.cons x xs)[i.val]).operations (n + i * constant.localLength)).flatten
    = (circuit x).operations n ++ (List.ofFn fun i => (circuit xs[i.val]).operations (n + constant.localLength + i * constant.localLength)).flatten

lemma mapM_cons (xs : Vector α n) (body : α → Circuit F β) (x : α) :
  (Vector.cons x xs).mapM body = do
    let y ← body x
    let ys ← xs.mapM body
    return Vector.cons y ys

lemma Vector.toList_mapM (xs : Vector α n) {m : Type → Type} [monad: Monad m] [LawfulMonad m] (body : α → m β) :
    Vector.toList <$> (xs.mapM body) = xs.toList.mapM body

lemma ext_map_toList (f g : Circuit F (Vector α n)) :
    (fun v => v.toList) <$> f = (fun v => v.toList) <$> g → f = g

lemma forAll_flatten (xs : Vector α m) {circuit : α → Circuit F β} (constant : ConstantLength circuit) :
  Operations.forAll n prop (List.ofFn fun (i : Fin m) => (circuit xs[i.val]).operations (n + i * constant.localLength)).flatten
    ↔ ∀ (i : Fin m), (circuit xs[i.val]).forAll (n + i * constant.localLength) prop

theorem allZero.soundness {offset : ℕ} {env : Environment F} {n} {xs : Vector (Expression F) n} :
    ConstraintsHold.Soundness env ((allZero xs).operations offset) → ∀ x ∈ xs, x.eval env = 0

@[circuit_norm ↓]
lemma foldl.soundness [NeZero m] :
  ConstraintsHold.Soundness env (foldl xs init body const_out constant |>.operations n) ↔
    ConstraintsHold.Soundness env (body init (xs[0]'(NeZero.pos m)) |>.operations n) ∧
    ∀ (i : ℕ) (hi : i + 1 < m),
      let acc

theorem forAll_iff_const [NeZero m] (constant : ConstantLength (prod circuit))
    (h_const_out : ConstantOutput (prod circuit)) :
  (xs.foldlM circuit init).forAll n prop ↔
  (circuit init (xs[0]'(NeZero.pos m))).forAll n prop ∧
  ∀ (i : ℕ) (hi : i + 1 < m),
    let acc

lemma ConstantLength.length_eq_default {circuit : α → Circuit F β} (_ : ConstantLength circuit) [Inhabited α] (a : α) (n : ℕ) :
   (circuit a).localLength n = (circuit default).localLength 0

theorem foldlAcc_const_succ (constant : ConstantLength (prod circuit))
  (h_const_out : ConstantOutput fun (t : β × α) => circuit t.1 t.2)
  (i : ℕ) (hi : i + 1 < m) :
  foldlAcc n xs circuit init ⟨ i + 1, hi ⟩ =
    (circuit default xs[i]).output (n + i * (circuit default default).localLength)

@[circuit_norm ↓]
lemma map.soundness :
  ConstraintsHold.Soundness env (map xs body constant |>.operations n) ↔
    ∀ i : Fin m, ConstraintsHold.Soundness env (body xs[i.val] |>.operations (n + i*(body default).localLength))

omit [Field F] in
@[circuit_norm ↓ high]
theorem varFromOffset_pair {α β: TypeMap} [ProvableType α] [ProvableType β] (offset : ℕ) :
    varFromOffset (F:=F) (ProvablePair α β) offset
    = (varFromOffset α offset, varFromOffset β (offset + size α))

theorem assignmentFromCircuit_vars (as : CellAssignment W S) (ops : Operations F) :
    (assignmentFromCircuit as ops).vars = (as.vars ++ (.mapRange ops.localLength fun i => .aux (as.aux_length + i) : Vector (Cell W S) _)
      ).cast (assignmentFromCircuit_offset ..).symm

@[circuit_norm ↓]
lemma forEach.soundness :
  ConstraintsHold.Soundness env ((forEach xs body constant).operations n) ↔
    ∀ i : Fin m, ConstraintsHold.Soundness env (body xs[i.val] |>.operations (n + i*(body default).localLength))

theorem forAll_iff {prop : Condition F} :
  (xs.forM circuit).forAll n prop ↔
    ∀ (i : Fin m), (circuit xs[i.val]).forAll (n + i * constant.localLength) prop

theorem operations_eq :
  (xs.forM circuit).operations n =
    (List.ofFn fun (i : Fin m) => (circuit xs[i.val]).operations (n + i * constant.localLength)).flatten

lemma Vector.forM_toList (xs : Vector α n) {m : Type → Type} [Monad m] (body : α → m Unit) :
    xs.forM body = forM xs.toList body
</repo_lemmas>

<local_ctx>
import Clean.Table.Theorems

import Clean.Gadgets.Equality

def InductiveTable.Soundness (F : Type) [Field F] (State Input : Type → Type) [ProvableType State] [ProvableType Input]
    (Spec : (initialState : State F) → (xs : List (Input F)) → (i : ℕ) → (xs.length = i) → (currentState : State F) → Prop)
    (step : Var State F → Var Input F → Circuit F (Var State F)) :=
  ∀ (initialState : State F) (row_index : ℕ) (env : Environment F),
  
  ∀ (acc_var : Var State F) (x_var : Var Input F)
    (acc : State F) (x : Input F) (xs : List (Input F)) (xs_len : xs.length = row_index),
      (eval env acc_var = acc) ∧ (eval env x_var = x) →
    
    Circuit.ConstraintsHold.Soundness env (step acc_var x_var |>.operations ((size State) + (size Input))) →
    
    Spec initialState xs row_index xs_len acc →
    
    Spec initialState (xs.concat x) (row_index + 1) (xs_len ▸ List.length_concat) (eval env (step acc_var x_var |>.output ((size State) + (size Input))))

def InductiveTable.Completeness (F : Type) [Field F] (State Input : Type → Type) [ProvableType State] [ProvableType Input]
    (InputAssumptions : ℕ → Input F → Prop) (InitialStateAssumptions : State F → Prop)
    (Spec : (initialState : State F) → (xs : List (Input F)) → (i : ℕ) → (xs.length = i) → (currentState : State F) → Prop)
    (step : Var State F → Var Input F → Circuit F (Var State F)) :=
  ∀ (initialState : State F) (row_index : ℕ) (env : Environment F),
  
  ∀ (acc_var : Var State F) (x_var : Var Input F)
    (acc : State F) (x : Input F) (xs : List (Input F)) (xs_len : xs.length = row_index),
    (eval env acc_var = acc) ∧ (eval env x_var = x) →
  
  env.UsesLocalWitnessesCompleteness ((size State) + (size Input)) (step acc_var x_var |>.operations ((size State) + (size Input))) →
  
  InitialStateAssumptions initialState ∧
  Spec initialState xs row_index xs_len acc ∧ InputAssumptions row_index x →
  
  Circuit.ConstraintsHold.Completeness env (step acc_var x_var |>.operations ((size State) + (size Input)))

structure InductiveTable (F : Type) [Field F] (State Input : Type → Type) [ProvableType State] [ProvableType Input] where
   
  step : Var State F → Var Input F → Circuit F (Var State F)

   
  Spec : (initialState : State F) → (xs : List (Input F)) → (i : ℕ) → (xs.length = i) → (currentState : State F) → Prop

   
  InputAssumptions : ℕ → Input F → Prop := fun _ _ => True
  InitialStateAssumptions : State F → Prop := fun _ => True

  soundness : InductiveTable.Soundness F State Input Spec step

  completeness : InductiveTable.Completeness F State Input InputAssumptions InitialStateAssumptions Spec step

  subcircuitsConsistent : ∀ acc x, ((step acc x).operations ((size State) + (size Input))).SubcircuitsConsistent ((size State) + (size Input))
    := by admit /- proof elided -/

namespace InductiveTable

variable {F : Type} [Field F] {State Input : TypeMap} [ProvableType State] [ProvableType Input]

def inductiveConstraint (table : InductiveTable F State Input) : TableConstraint 2 (ProvablePair State Input) F Unit := do
  let (acc, x) ← getCurrRow
  let output ← table.step acc x
  let (output', _) ← getNextRow
  
  output' === output

def equalityConstraint (Input : TypeMap) [ProvableType Input] (target : State F) : SingleRowConstraint (ProvablePair State Input) F := do
  let (actual, _) ← getCurrRow
  actual === (const target)

def tableConstraints (table : InductiveTable F State Input) (input_state output_state : State F) :
  List (TableOperation (ProvablePair State Input) F) := [
    .everyRowExceptLast table.inductiveConstraint,
    .boundary (.fromStart 0) (equalityConstraint Input input_state),
    .boundary (.fromEnd 0) (equalityConstraint Input output_state),
  ]

def traceInputs {N : ℕ} (trace : TraceOfLength F (ProvablePair State Input) N) : List (Input F) :=
  trace.val.toList.map Prod.snd
</local_ctx>

<target_theorem>
lemma table_soundness_aux (table : InductiveTable F State Input) (input output : State F)
  (N : ℕ+) (trace : TraceOfLength F (ProvablePair State Input) N) (env : ℕ → ℕ → Environment F) :
  table.Spec input [] 0 rfl input →
  TableConstraintsHold (table.tableConstraints input output) trace env →
    trace.ForAllRowsWithPrevious (fun row i rest => table.Spec input (traceInputs rest) i (traceInputs_length rest) row.1)
    ∧ trace.lastRow.1 = output :=
</target_theorem>

