Download lean/OAI/Combinatorics/MatchingCount/Sampling/TreeDPCount.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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3.18 kB
| import Mathlib | |
| import OAI.Combinatorics.MatchingCount.Sampling.TreeDPProgram | |
| namespace OAI | |
| namespace MatchingFPRAS.ExecutableDP | |
| open TreeTyped | |
| def initial (x : ℕ×ℕ) : Table := | |
| tabulate (fun ar : ℕ×(ℕ×ℕ)=>UnitRefresh.pairingCount ar.2.2) (0,x) | |
| def initialRealizer : Realizer initial := | |
| composition (pair (constant 0) identity) | |
| (tabulateRealizer (composition second.snd pairingNumber)) | |
| lemma initial_eq (m B : ℕ) : initial (m,B)=UnitRefresh.Materialized.initial m B := by | |
| exact tabulate_materialized (fun x : ℕ×(ℕ×ℕ)=>UnitRefresh.pairingCount x.2.2) 0 m B | |
| def finish (x : Table×ℕ) : ℕ := ((List.range x.2).map fun a=>read (x.1,(a,0))).prod | |
| def finishRealizer : Realizer finish := | |
| composition (composition (pair first (composition second range)) | |
| (mapWith (composition (pair first (pair second (constant 0))) readRealizer))) listProd | |
| lemma map_range_ofFn {A : Type} (f : ℕ → A) (n : ℕ) : | |
| (List.range n).map f=List.ofFn (fun i : Fin n=>f i.val) := by | |
| apply List.ext_getElem | |
| · simp | |
| · intro i hi hi'; simp only [List.getElem_map,List.getElem_range,List.getElem_ofFn] | |
| lemma finish_eq (t : Table) (m : ℕ) : | |
| finish (t,m)=∏ a : Fin m,UnitRefresh.Materialized.read t a.val 0 := by | |
| rw [finish,map_range_ofFn,List.prod_ofFn] | |
| rfl | |
| abbrev CountInput := (Bags×Parents)×List ℕ | |
| def count (x : CountInput) : ℕ := | |
| let n:=x.1.1.length | |
| let m:=x.1.2.length | |
| finish (run ((n,(m,x.1.2)),(x.2,(x.1.1,initial (m,n*m)))),m) | |
| def countRealizer : Realizer count := by | |
| let bs : Realizer (fun x : CountInput=>x.1.1) := first.fst | |
| let ps : Realizer (fun x : CountInput=>x.1.2) := first.snd | |
| let ls : Realizer (fun x : CountInput=>x.2) := second | |
| let n := composition bs listLength | |
| let m := composition ps listLength | |
| let B := composition (pair n m) multiply | |
| let t := composition (pair m B) initialRealizer | |
| let p := pair n (pair m ps) | |
| let table := composition (pair p (pair ls (pair bs t))) runRealizer | |
| exact (composition (pair table m) finishRealizer).congr (fun _=>rfl) | |
| lemma count_eq {V : Type} [Fintype V] [DecidableEq V] {m : ℕ} | |
| (bags : V → Finset (Fin m)) (parent : Fin m → Option (Fin m)) (ls : List (Fin m)) : | |
| count ((activeRep bags Finset.univ,parentRep parent),ls.map Fin.val)= | |
| UnitRefresh.Materialized.count bags parent ls := by | |
| unfold count | |
| rw [show (activeRep bags Finset.univ).length=Fintype.card V by simp [activeRep]] | |
| rw [parentRep_length] | |
| dsimp only | |
| rw [initial_eq] | |
| unfold run | |
| rw [run_eq bags parent ls Finset.univ _ _ (List.Perm.refl _),finish_eq] | |
| rfl | |
| theorem count_coloredPairings {V : Type} [Fintype V] [DecidableEq V] {m : ℕ} | |
| (bags : V → Finset (Fin m)) (rank : Fin m → ℕ) (parent : Fin m → Option (Fin m)) | |
| (hb : UnitRefresh.RankedBags bags rank parent) (hne : ∀ x,(bags x).Nonempty) | |
| (hp : ∀ l p,parent l=some p → rank p<rank l) : | |
| count ((activeRep bags Finset.univ,parentRep parent),(UnitRefresh.rankOrder rank).map Fin.val)= | |
| Fintype.card (UnitRefresh.ColoredPairing bags) := by | |
| rw [count_eq] | |
| exact UnitRefresh.Materialized.count_eq bags rank parent hb hne hp | |
| end MatchingFPRAS.ExecutableDP | |
| end OAI | |