import OAI.Computability.DepthThree.LanguageBitLoopInvariants import Mathlib.Data.List.GetD namespace OAI namespace DepthThreeLowerBound def xorListAt (c : List Bool) (k : ℕ) (v : Bool) : List Bool := c.set k (Bool.xor (c.getD k false) v) @[simp] theorem xorListAt_length (c : List Bool) (k : ℕ) (v : Bool) : (xorListAt c k v).length = c.length := by simp [xorListAt] theorem xorListAt_getD (c : List Bool) (j : ℕ) (v : Bool) (hj : j < c.length) (k : ℕ) : (xorListAt c j v).getD k false = Bool.xor (c.getD k false) (if j = k then v else false) := by by_cases h : j = k · subst k simp [xorListAt, List.getElem?_set_self hj] · simp [xorListAt, h, List.getElem?_set_ne h] theorem xorListAt_split («prefix» suffix : List Bool) (old v : Bool) : xorListAt («prefix» ++ old :: suffix) «prefix».length v = «prefix» ++ Bool.xor old v :: suffix := by unfold xorListAt rw [List.getD_append_right «prefix» (old :: suffix) false «prefix».length le_rfl] simp def convolutionUpdateRow (a b : List Bool) (i : ℕ) : List ℕ → List Bool → List Bool | [], c => c | j :: js, c => convolutionUpdateRow a b i js (xorListAt c (i + j) (a.getD i false && b.getD j false)) @[simp] theorem convolutionUpdateRow_nil (a b : List Bool) (i : ℕ) (c : List Bool) : convolutionUpdateRow a b i [] c = c := rfl theorem convolutionUpdateRow_step (a b : List Bool) (i j : ℕ) (js : List ℕ) (c : List Bool) : convolutionUpdateRow a b i (j :: js) c = convolutionUpdateRow a b i js (xorListAt c (i + j) (a.getD i false && b.getD j false)) := rfl @[simp] theorem convolutionUpdateRow_length (a b : List Bool) (i : ℕ) (js : List ℕ) (c : List Bool) : (convolutionUpdateRow a b i js c).length = c.length := by induction js generalizing c with | nil => rfl | cons j js ih => rw [convolutionUpdateRow_step, ih, xorListAt_length] theorem convolutionUpdateRow_getD (a b : List Bool) (i : ℕ) (js : List ℕ) (c : List Bool) (k : ℕ) (hbound : ∀ j ∈ js, i + j < c.length) : (convolutionUpdateRow a b i js c).getD k false = Bool.xor (c.getD k false) (xorBits (js.map fun j => if i + j = k then a.getD i false && b.getD j false else false)) := by induction js generalizing c with | nil => simp | cons j js ih => have hj : i + j < c.length := hbound j (by simp) have hrest : ∀ j' ∈ js, i + j' < (xorListAt c (i + j) (a.getD i false && b.getD j false)).length := by intro j' hj' rw [xorListAt_length] exact hbound j' (List.mem_cons_of_mem j hj') rw [convolutionUpdateRow_step, ih _ hrest, xorListAt_getD c (i + j) (a.getD i false && b.getD j false) hj k] simp only [List.map_cons, xorBits_cons, Bool.xor_assoc] def convolutionUpdateRows (a b : List Bool) : List ℕ → List Bool → List Bool | [], c => c | i :: is, c => convolutionUpdateRows a b is (convolutionUpdateRow a b i (List.range b.length) c) @[simp] theorem convolutionUpdateRows_nil (a b : List Bool) (c : List Bool) : convolutionUpdateRows a b [] c = c := rfl theorem convolutionUpdateRows_step (a b : List Bool) (i : ℕ) (is : List ℕ) (c : List Bool) : convolutionUpdateRows a b (i :: is) c = convolutionUpdateRows a b is (convolutionUpdateRow a b i (List.range b.length) c) := rfl @[simp] theorem convolutionUpdateRows_length (a b : List Bool) (is : List ℕ) (c : List Bool) : (convolutionUpdateRows a b is c).length = c.length := by induction is generalizing c with | nil => rfl | cons i is ih => rw [convolutionUpdateRows_step, ih, convolutionUpdateRow_length] theorem convolutionUpdateRows_getD (a b : List Bool) (is : List ℕ) (c : List Bool) (k : ℕ) (hbound : ∀ i ∈ is, ∀ j < b.length, i + j < c.length) : (convolutionUpdateRows a b is c).getD k false = Bool.xor (c.getD k false) (xorBits (is.map fun i => xorBits (convolutionRow a b i k))) := by induction is generalizing c with | nil => simp | cons i is ih => have hcols : ∀ j ∈ List.range b.length, i + j < c.length := by intro j hj exact hbound i (by simp) j (List.mem_range.mp hj) have hrest : ∀ i' ∈ is, ∀ j < b.length, i' + j < (convolutionUpdateRow a b i (List.range b.length) c).length := by intro i' hi' j hj rw [convolutionUpdateRow_length] exact hbound i' (List.mem_cons_of_mem i hi') j hj rw [convolutionUpdateRows_step, ih _ hrest, convolutionUpdateRow_getD a b i (List.range b.length) c k hcols] simp only [List.map_cons, xorBits_cons, convolutionRow, Bool.xor_assoc] def convolveByUpdates (a b : List Bool) : List Bool := convolutionUpdateRows a b (List.range a.length) (List.replicate (a.length + b.length) false) @[simp] theorem convolveByUpdates_length (a b : List Bool) : (convolveByUpdates a b).length = a.length + b.length := by simp [convolveByUpdates] theorem convolutionUpdate_index_lt (a b : List Bool) {i j : ℕ} (hi : i < a.length) (hj : j < b.length) : i + j < a.length + b.length := Nat.add_lt_add hi hj theorem convolveByUpdates_getD (a b : List Bool) (k : ℕ) : (convolveByUpdates a b).getD k false = convolutionBit a b k := by have hbound : ∀ i ∈ List.range a.length, ∀ j < b.length, i + j < (List.replicate (a.length + b.length) false).length := by intro i hi j hj simpa only [List.length_replicate] using convolutionUpdate_index_lt a b (List.mem_range.mp hi) hj unfold convolveByUpdates rw [convolutionUpdateRows_getD a b (List.range a.length) (List.replicate (a.length + b.length) false) k hbound] simp [convolutionBit, convolutionRows] theorem convolveByUpdates_eq (a b : List Bool) : convolveByUpdates a b = convolveBitLists a b := by apply List.ext_getElem · simp · intro k hk hl have hk' : k < a.length + b.length := by simpa only [convolveBitLists_length] using hl have hleft := convolveByUpdates_getD a b k have hright : (convolveBitLists a b).getD k false = convolutionBit a b k := by simp [convolveBitLists, List.getElem?_range hk'] rw [List.getD_eq_getElem _ _ hk] at hleft rw [List.getD_eq_getElem _ _ hl] at hright exact hleft.trans hright.symm end DepthThreeLowerBound end OAI