Download lean/OAI/Combinatorics/IndependentSets/Encoding/Concrete.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
- Browser
- Download file 11.2 kB
-
https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Combinatorics/IndependentSets/Encoding/Concrete.lean
- Command line
-
hf download hf://datasets/roseking/openAI-math-dataset/lean/OAI/Combinatorics/IndependentSets/Encoding/Concrete.lean
-
curl -L -o Concrete.lean https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Combinatorics/IndependentSets/Encoding/Concrete.lean
11.2 kB
| import Mathlib | |
| import OAI.Combinatorics.IndependentSets.Fourier.Contexts | |
| import OAI.Combinatorics.IndependentSets.Machines.Tape | |
| import OAI.Combinatorics.IndependentSets.Encoding.Encoding | |
| import OAI.Combinatorics.IndependentSets.Fourier.LocalEquations | |
| namespace OAI | |
| namespace IndependentSetsGames.Foundations.Hastad.SourceOccurrences | |
| open IndependentSetsGames.Reduction.CloneGap | |
| open scoped BigOperators | |
| open SourceContexts | |
| open IndependentSetsGames.Reduction.FiniteNoise | |
| def clauseAnswerEncoding : Encoding PCP.ClauseAnswer := ⟨8, clauseAnswerFinEquiv⟩ | |
| def slotEncoding : Encoding PCP.Slot where | |
| size := 3 | |
| code := | |
| { toFun := fun s => match s with | .first => 0 | .second => 1 | .third => 2 | |
| invFun := fun i => if i.val = 0 then .first else if i.val = 1 then .second else .third | |
| left_inv := by intro s; cases s <;> rfl | |
| right_inv := by decide } | |
| def iEncoding (u : ℕ) : Encoding (I u) := (Encoding.fin u).function Encoding.bool | |
| def jEncoding (u : ℕ) : Encoding (J u) := (Encoding.fin u).function clauseAnswerEncoding | |
| def variableEncoding (F : Target.Formula) (u : ℕ) : Encoding (VariableContext F u) := | |
| (Encoding.fin u).function (Encoding.fin F.«variables») | |
| def clauseEncoding (F : Target.Formula) (u : ℕ) : Encoding (ClauseContext F u) := | |
| (Encoding.fin u).function (Encoding.fin F.clauses.length) | |
| def slotContextEncoding (u : ℕ) : Encoding (SlotContext u) := | |
| (Encoding.fin u).function slotEncoding | |
| def proofEncoding (F : Target.Formula) (u : ℕ) : | |
| Encoding (GlobalKey (VariableContext F u) (ClauseContext F u) (I u) (J u)) := | |
| globalEncoding (variableEncoding F u) (clauseEncoding F u) (iEncoding u) (jEncoding u) | |
| def nBits (F : Target.Formula) (u : ℕ) : ℕ := (proofEncoding F u).size | |
| @[simp] theorem nBits_eq (F : Target.Formula) (u : ℕ) : | |
| nBits F u = F.«variables» ^ u * 2 ^ (2 ^ u) + | |
| (F.clauses.length ^ u * 2 ^ (8 ^ u) + 1) := rfl | |
| def dummyIndex (F : Target.Formula) (u : ℕ) : Fin (nBits F u) := | |
| (proofEncoding F u).code (.inr (.inr ())) | |
| def leftAnchor (u : ℕ) : I u := fun _ => false | |
| def rightAnchor (F : Target.Formula) {u : ℕ} (c : ClauseContext F u) : | |
| Option {j : J u // validJ F c j = true} := firstValid (jEncoding u) (validJ F c) | |
| theorem rightAnchor_none_iff (F : Target.Formula) {u : ℕ} (c : ClauseContext F u) : | |
| rightAnchor F c = none ↔ ∀ j : J u, validJ F c j = false := | |
| firstValid_none_iff _ _ | |
| def halfTableKeyAssignment (F : Target.Formula) (u : ℕ) | |
| (a : VariableContext F u → HalfCube (leftAnchor u) → Bool) | |
| (b : ∀ c : ClauseContext F u, ∀ j₀ : {j : J u // validJ F c j = true}, | |
| HalfCube j₀ → Bool) : | |
| GlobalKey (VariableContext F u) (ClauseContext F u) (I u) (J u) → Bool | |
| | .inl (v, f) => a v (canonicalInput (leftAnchor u) f) | |
| | .inr (.inl (c, g)) => | |
| match rightAnchor F c with | |
| | none => false | |
| | some j₀ => b c j₀ (canonicalInput j₀ (restrictQuery (validJ F c) g)) | |
| | .inr (.inr _) => false | |
| def extendHalfTables (F : Target.Formula) (u : ℕ) | |
| (a : VariableContext F u → HalfCube (leftAnchor u) → Bool) | |
| (b : ∀ c : ClauseContext F u, ∀ j₀ : {j : J u // validJ F c j = true}, | |
| HalfCube j₀ → Bool) : Fin (nBits F u) → Bool := | |
| assignmentOfKey (variableEncoding F u) (clauseEncoding F u) (iEncoding u) (jEncoding u) | |
| (halfTableKeyAssignment F u a b) | |
| @[simp] theorem extendHalfTables_left (F : Target.Formula) (u : ℕ) | |
| (a : VariableContext F u → HalfCube (leftAnchor u) → Bool) | |
| (b : ∀ c : ClauseContext F u, ∀ j₀ : {j : J u // validJ F c j = true}, | |
| HalfCube j₀ → Bool) (v : VariableContext F u) (h : HalfCube (leftAnchor u)) : | |
| extendHalfTables F u a b ((proofEncoding F u).code (.inl (v, h.val))) = a v h := by | |
| calc | |
| _ = halfTableKeyAssignment F u a b (.inl (v, h.val)) := | |
| assignmentOfKey_code (variableEncoding F u) (clauseEncoding F u) (iEncoding u) | |
| (jEncoding u) (halfTableKeyAssignment F u a b) (.inl (v, h.val)) | |
| _ = a v h := congrArg (a v) (canonicalInput_half (leftAnchor u) h) | |
| theorem extendHalfTables_right (F : Target.Formula) (u : ℕ) | |
| (a : VariableContext F u → HalfCube (leftAnchor u) → Bool) | |
| (b : ∀ c : ClauseContext F u, ∀ j₀ : {j : J u // validJ F c j = true}, | |
| HalfCube j₀ → Bool) (c : ClauseContext F u) | |
| (j₀ : {j : J u // validJ F c j = true}) (hanchor : rightAnchor F c = some j₀) | |
| (h : HalfCube j₀) : | |
| extendHalfTables F u a b ((proofEncoding F u).code | |
| (.inr (.inl (c, extendRestricted (validJ F c) h.val)))) = b c j₀ h := by | |
| calc | |
| _ = halfTableKeyAssignment F u a b | |
| (.inr (.inl (c, extendRestricted (validJ F c) h.val))) := | |
| assignmentOfKey_code (variableEncoding F u) (clauseEncoding F u) (iEncoding u) | |
| (jEncoding u) (halfTableKeyAssignment F u a b) _ | |
| _ = b c j₀ h := by | |
| simp only [halfTableKeyAssignment, hanchor] | |
| rw [restrictQuery_extendRestricted, canonicalInput_half] | |
| def emptyAddress (F : Target.Formula) (u : ℕ) (v : VariableContext F u) : | |
| EmptyContext.Address (leftAnchor u) → Fin (nBits F u) | |
| | .inl h => (proofEncoding F u).code (.inl (v, h.val)) | |
| | .inr _ => dummyIndex F u | |
| def contextEquation (F : Target.Formula) (u D : ℕ) | |
| (c : ClauseContext F u) (v : VariableContext F u) | |
| (t : SourceTape.TestTape (I u) (J u) D) : Equation (Fin (nBits F u)) := | |
| match rightAnchor F c with | |
| | none => mapEquation (emptyAddress F u v) (EmptyContext.equation (leftAnchor u) t.1) | |
| | some j₀ => conditionedOccurrence (variableEncoding F u) (clauseEncoding F u) | |
| (iEncoding u) (jEncoding u) v c (validJ F c) (pi F c v) (leftAnchor u) j₀ | |
| t.1 t.2.2 (realizedNoise t.2.1) | |
| def leftResponse (F : Target.Formula) (u : ℕ) (bits : Fin (nBits F u) → Bool) | |
| (v : VariableContext F u) : Cube (I u) → Bool := | |
| foldedAnswer (leftAnchor u) (fun h => bits ((proofEncoding F u).code (.inl (v, h.val)))) | |
| def rightResponse (F : Target.Formula) (u : ℕ) (bits : Fin (nBits F u) → Bool) | |
| (c : ClauseContext F u) : Cube (J u) → Bool := | |
| match rightAnchor F c with | |
| | none => fun _ => false | |
| | some j₀ => conditionedFoldedAnswer (validJ F c) j₀ | |
| (fun h => bits ((proofEncoding F u).code (.inr (.inl (c, extendRestricted (validJ F c) h.val))))) | |
| theorem contextEquation_satisfied (F : Target.Formula) (u D : ℕ) | |
| (c : ClauseContext F u) (v : VariableContext F u) | |
| (t : SourceTape.TestTape (I u) (J u) D) (bits : Fin (nBits F u) → Bool) : | |
| satisfied (contextEquation F u D c v t) bits = | |
| !(leftResponse F u bits v t.1 ^^ rightResponse F u bits c t.2.2 ^^ | |
| rightResponse F u bits c (thirdQuery (pi F c v) t.1 t.2.2 (realizedNoise t.2.1))) := by | |
| cases ha : rightAnchor F c with | |
| | none => | |
| simp only [contextEquation, ha, satisfied_mapEquation, EmptyContext.equation_satisfied, | |
| rightResponse, Bool.xor_false] | |
| rfl | |
| | some j₀ => | |
| simp only [contextEquation, ha, rightResponse] | |
| exact conditionedOccurrence_satisfied (variableEncoding F u) (clauseEncoding F u) | |
| (iEncoding u) (jEncoding u) v c (validJ F c) (pi F c v) (leftAnchor u) j₀ | |
| bits t.1 t.2.2 (realizedNoise t.2.1) | |
| def testTapeEncoding (u D : ℕ) : Encoding (SourceTape.TestTape (I u) (J u) D) := | |
| ((iEncoding u).function Encoding.bool).prod | |
| (((jEncoding u).function (Encoding.fin D)).prod ((jEncoding u).function Encoding.bool)) | |
| abbrev SourceIndex (F : Target.Formula) (u D : ℕ) := | |
| (ClauseContext F u × SlotContext u) × SourceTape.TestTape (I u) (J u) D | |
| def sourceIndexEncoding (F : Target.Formula) (u D : ℕ) : Encoding (SourceIndex F u D) := | |
| ((clauseEncoding F u).prod (slotContextEncoding u)).prod (testTapeEncoding u D) | |
| def sourceEquation (F : Target.Formula) (u D : ℕ) (p : SourceIndex F u D) : | |
| Equation (Fin (nBits F u)) := | |
| contextEquation F u D p.1.1 (sampledVariables F p.1.1 p.1.2) p.2 | |
| def rawSourceList (F : Target.Formula) (u D : ℕ) : List (Equation (Fin (nBits F u))) := | |
| occurrenceList (sourceIndexEncoding F u D) (sourceEquation F u D) | |
| @[simp] theorem rawSourceList_length (F : Target.Formula) (u D : ℕ) : | |
| (rawSourceList F u D).length = | |
| (F.clauses.length ^ u * 3 ^ u) * | |
| (2 ^ (2 ^ u) * (D ^ (8 ^ u) * 2 ^ (8 ^ u))) := by | |
| rw [rawSourceList, occurrenceList_length] | |
| rfl | |
| theorem rawSourceList_acceptance (F : Target.Formula) (u D : ℕ) | |
| (hD : 0 < D) (bits : Fin (nBits F u) → Bool) : | |
| ((rawSourceList F u D).countP (fun e => satisfied e bits) : ℝ) / | |
| (rawSourceList F u D).length = | |
| 𝔼 c : ClauseContext F u, 𝔼 s : SlotContext u, | |
| testAcceptance ((D : ℝ)⁻¹) (pi F c (sampledVariables F c s)) | |
| (leftResponse F u bits (sampledVariables F c s)) (rightResponse F u bits c) := by | |
| rw [rawSourceList, occurrenceList_acceptance, SourceTape.expect_prod] | |
| rw [SourceTape.expect_prod] | |
| apply Finset.expect_congr rfl | |
| intro c _ | |
| apply Finset.expect_congr rfl | |
| intro s _ | |
| rw [← SourceTape.tapeAcceptance_eq_testAcceptance hD] | |
| unfold SourceTape.tapeAcceptance | |
| apply Finset.expect_congr rfl | |
| intro t _ | |
| rw [sourceEquation, contextEquation_satisfied] | |
| cases h : leftResponse F u bits (sampledVariables F c s) t.1 ^^ | |
| rightResponse F u bits c t.2.2 ^^ | |
| rightResponse F u bits c | |
| (thirdQuery (pi F c (sampledVariables F c s)) t.1 t.2.2 (realizedNoise t.2.1)) <;> rfl | |
| def emptyFormulaEquation (F : Target.Formula) (u : ℕ) : Equation (Fin (nBits F u)) := | |
| ⟨dummyIndex F u, dummyIndex F u, dummyIndex F u, false⟩ | |
| def sourceList (F : Target.Formula) (u D : ℕ) : List (Equation (Fin (nBits F u))) := | |
| if F.clauses.isEmpty then [emptyFormulaEquation F u] else rawSourceList F u D | |
| theorem sourceList_empty (F : Target.Formula) (u D : ℕ) (h : F.clauses = []) : | |
| sourceList F u D = [emptyFormulaEquation F u] := by simp [sourceList, h] | |
| theorem sourceList_nonempty (F : Target.Formula) (u D : ℕ) (h : F.clauses ≠ []) : | |
| sourceList F u D = rawSourceList F u D := by | |
| unfold sourceList | |
| rw [List.isEmpty_eq_false_iff.mpr h] | |
| rfl | |
| theorem sourceList_length_le_raw_add_one (F : Target.Formula) (u D : ℕ) : | |
| (sourceList F u D).length ≤ (rawSourceList F u D).length + 1 := by | |
| by_cases h : F.clauses = [] | |
| · rw [sourceList_empty F u D h] | |
| rw [List.length_singleton] | |
| omega | |
| · rw [sourceList_nonempty F u D h] | |
| omega | |
| theorem sourceList_ne_nil (F : Target.Formula) (u D : ℕ) (hD : 0 < D) : | |
| sourceList F u D ≠ [] := by | |
| by_cases h : F.clauses = [] | |
| · rw [sourceList_empty F u D h] | |
| simp | |
| · rw [sourceList_nonempty F u D h] | |
| apply List.length_pos_iff.mp | |
| rw [rawSourceList_length] | |
| have hc : 0 < F.clauses.length := List.length_pos_iff.mpr h | |
| positivity | |
| def sourceInput (F : Target.Formula) (u D : ℕ) (hD : 0 < D) : | |
| IndependentSetsGames.Reduction.SourceEncoding.Input := | |
| ⟨nBits F u, sourceList F u D, sourceList_ne_nil F u D hD⟩ | |
| theorem emptyFormulaEquation_satisfied (F : Target.Formula) (u : ℕ) | |
| (bits : Fin (nBits F u) → Bool) : | |
| satisfied (emptyFormulaEquation F u) bits = !(bits (dummyIndex F u)) := by | |
| cases h : bits (dummyIndex F u) <;> simp [emptyFormulaEquation, satisfied, h] | |
| end IndependentSetsGames.Foundations.Hastad.SourceOccurrences | |
| end OAI | |