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import OAI.Probability.MatroidProphet.Main
import Mathlib.Data.Fintype.EquivFin
namespace OAI
/-!
# Timestamp representations of finite insertion orders
The marked-pivot proof uses injective natural-number timestamps, whereas the
manuscript speaks about positions in a finite interleaving. We prove that
timestamps can be normalized to a permutation of the finite position set
without changing any prefix, first-spanning pivot, or recorded mark vector.
No bound on gaps between timestamps is imposed.
-/
namespace MatroidProphet.Pivots
open Set Finset
variable {α β : Type*} [Fintype β]
/-- The position of an occurrence is the number of its strict predecessors. -/
noncomputable def orderPosition (time : β → ℕ) (o : β) : ℕ := by
classical
exact (Finset.univ.filter (fun p => time p < time o)).card
lemma orderPosition_mono (time : β → ℕ) {o p : β} (h : time o ≤ time p) :
orderPosition time o ≤ orderPosition time p := by
classical
apply Finset.card_le_card
intro a ha
exact Finset.mem_filter.mpr ⟨Finset.mem_univ _,
lt_of_lt_of_le (Finset.mem_filter.mp ha).2 h⟩
lemma orderPosition_strict (time : β → ℕ) {o p : β} (h : time o < time p) :
orderPosition time o < orderPosition time p := by
classical
apply Finset.card_lt_card
apply Finset.ssubset_iff_subset_ne.mpr
constructor
· intro a ha
exact Finset.mem_filter.mpr ⟨Finset.mem_univ _,
lt_trans (Finset.mem_filter.mp ha).2 h⟩
· intro heq
have ho : o ∈ Finset.univ.filter (fun a => time a < time p) := by simp [h]
rw [← heq] at ho
simp at ho
lemma orderPosition_lt_iff (time : β → ℕ) (o p : β) :
orderPosition time o < orderPosition time p ↔ time o < time p := by
refine ⟨?_, orderPosition_strict time⟩
intro h
by_contra hn
exact (not_lt_of_ge (orderPosition_mono time (Nat.le_of_not_gt hn))) h
lemma orderPosition_le_iff (time : β → ℕ) (o p : β) :
orderPosition time o ≤ orderPosition time p ↔ time o ≤ time p := by
simp only [← not_lt, orderPosition_lt_iff]
lemma orderPosition_lt_card (time : β → ℕ) (o : β) :
orderPosition time o < Fintype.card β := by
classical
change (Finset.univ.filter (fun p => time p < time o)).card < Fintype.card β
rw [← Finset.card_univ]
apply Finset.card_lt_card
apply Finset.ssubset_iff_subset_ne.mpr
refine ⟨Finset.filter_subset _ _, ?_⟩
intro heq
have ho : o ∈ (Finset.univ : Finset β) := Finset.mem_univ _
rw [← heq] at ho
simp at ho
/-- The normalized timestamp lies in the actual finite position set. -/
noncomputable def finiteOrderPosition (time : β → ℕ) (o : β) : Fin (Fintype.card β) :=
⟨orderPosition time o, orderPosition_lt_card time o⟩
lemma finiteOrderPosition_injective (time : β → ℕ) (htime : Function.Injective time) :
Function.Injective (finiteOrderPosition time) := by
intro o p heq
apply htime
have hval := congrArg Fin.val heq
change orderPosition time o = orderPosition time p at hval
apply Nat.le_antisymm
· exact (orderPosition_le_iff time o p).mp hval.le
· exact (orderPosition_le_iff time p o).mp hval.ge
lemma finiteOrderPosition_bijective (time : β → ℕ) (htime : Function.Injective time) :
Function.Bijective (finiteOrderPosition time) := by
rw [Fintype.bijective_iff_injective_and_card]
exact ⟨finiteOrderPosition_injective time htime, by simp⟩
omit [Fintype β] in
/-- Only the relative occurrence order, not the timestamp magnitudes, matters. -/
lemma isPivot_iff_of_same_order (M : Matroid α) (label : β → α)
(time time' : β → ℕ) (horder : ∀ o p, time o < time p ↔ time' o < time' p)
(e : α) (o : β) : IsPivot M label time e o ↔ IsPivot M label time' e o := by
have hbefore : {p | time p < time o} = {p | time' p < time' o} := by
ext p
exact horder p o
have hthrough : {p | time p ≤ time o} = {p | time' p ≤ time' o} := by
ext p
simp only [mem_ofPred_eq, ← not_lt, horder o p]
simp only [IsPivot, hbefore, hthrough]
lemma isPivot_orderPosition_iff (M : Matroid α) (label : β → α)
(time : β → ℕ) (e : α) (o : β) :
IsPivot M label (orderPosition time) e o ↔ IsPivot M label time e o :=
isPivot_iff_of_same_order M label (orderPosition time) time
(orderPosition_lt_iff time) e o
lemma recordsPivots_orderPosition_iff {r q n : ℕ} (M : Matroid α)
(label : Occurrence r q → α) (test : Fin n → α) (time : Occurrence r q → ℕ)
(oldMark : Fin r → Bool) (movableMark : Fin q → Bool) (t : Finset (Fin n)) :
RecordsPivots M label test (orderPosition time) oldMark movableMark t ↔
RecordsPivots M label test time oldMark movableMark t := by
simp only [RecordsPivots, isPivot_orderPosition_iff]
lemma oldOrdered_orderPosition_iff {r q : ℕ} (time : Occurrence r q → ℕ) :
OldOrdered (orderPosition time) ↔ OldOrdered time := by
simp only [OldOrdered, orderPosition_lt_iff]
/-- The counted family is exactly the family obtained from genuine finite
interleavings. Arbitrary natural-number gaps neither add nor remove patterns. -/
lemma mem_markedPivotPatterns_iff_finite_order [Fintype α] {r q n : ℕ}
(M : Matroid α) (b : ℕ → α) (a : Fin q → α) (test : Fin n → α)
(oldMark : Fin r → Bool) (t : Finset (Fin n)) :
t ∈ markedPivotPatterns M b a test oldMark ↔
∃ position : Occurrence r q ≃ Fin (Fintype.card (Occurrence r q)),
OldOrdered (fun o => (position o).val) ∧
∃ movableMark : Fin q → Bool,
RecordsPivots M (occurrenceLabel b a) test (fun o => (position o).val)
oldMark movableMark t := by
classical
constructor
· intro ht
obtain ⟨time, horder, htime, movableMark, hrecords⟩ := (Finset.mem_filter.mp ht).2
let position := Equiv.ofBijective (finiteOrderPosition time)
(finiteOrderPosition_bijective time htime)
refine ⟨position, ?_, movableMark, ?_⟩
· change OldOrdered (orderPosition time)
exact (oldOrdered_orderPosition_iff time).mpr horder
· change RecordsPivots M (occurrenceLabel b a) test (orderPosition time)
oldMark movableMark t
exact (recordsPivots_orderPosition_iff M (occurrenceLabel b a) test time
oldMark movableMark t).mpr hrecords
· rintro ⟨position, horder, movableMark, hrecords⟩
exact Finset.mem_filter.mpr ⟨Finset.mem_univ _, (fun o => (position o).val),
horder, (fun o p h => position.injective (Fin.ext h)), movableMark, hrecords⟩
end MatroidProphet.Pivots
end OAI