openAI-math-dataset / lean /OAI /NumberTheory /TwoPoint /Walks /ColumnForestAssembly.lean
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import OAI.NumberTheory.TwoPoint.Bounds.RegularFamilyNames
import OAI.NumberTheory.TwoPoint.Walks.ColumnPieceMembership
import OAI.NumberTheory.TwoPoint.Walks.CanonicalColumnEncoding
import OAI.NumberTheory.TwoPoint.Walks.ColumnPatternRecovery
namespace OAI
/-! Assemble an actual column code from the shared forest of its regular paths. -/
namespace TwoPointCorrelations
variable {α : Type*} [DecidableEq α]
theorem column_code_from_regular_forest {n N O I : ℕ} (hN : 0 < N) (hn : n ≤ N)
(label : Fin n → α) (perfect : Finset (Fin n))
(regular : Finset α) (number : regular → ℕ) (lineNumber : α → ℕ)
(hnumber : ∀ z (hz : z ∈ regular), lineNumber z = number ⟨z, hz⟩)
(labelNat : ℕ → α)
(chunks : List (List α ⊕ α)) (blocks : List (ℕ × ℕ))
(hentries : columnChunkEntries chunks =
(columnPositionEntries perfect).map (fun p => (label p.1, p.2)))
(hblocks : chunks.filterMap (Sum.elim some (fun _ => none)) =
blocks.map (fun b => blockLabelList labelNat b.1 b.2))
(pathCode : ForestPathData.Code N
(indexedRegularSegments labelNat (fun z => decide (z ∉ regular)) blocks).length)
(hbound : ∀ segment ∈ indexedRegularSegments labelNat (fun z => decide (z ∉ regular)) blocks,
∀ p ∈ segment, lineNumber p.2 < N)
(hinj : ∀ segment ∈ indexedRegularSegments labelNat (fun z => decide (z ∉ regular)) blocks,
∀ p ∈ segment,
∀ other ∈ indexedRegularSegments labelNat (fun z => decide (z ∉ regular)) blocks,
∀ q ∈ other, lineNumber p.2 = lineNumber q.2 → p.2 = q.2)
(hdecode : List.ofFn (fun i => evenEntries (decodeForestPaths pathCode i)) =
(indexedRegularSegments labelNat (fun z => decide (z ∉ regular)) blocks).map
(fun segment => segment.map (fun p => lineNumber p.2)))
(hO : omittedPieceCount (columnChunkPieces (fun z => decide (z ∉ regular)) chunks) ≤ O)
(hI : ((columnPositionEntries perfect).filter (fun a => !a.2)).length ≤ I) :
∃ code : ColumnDecoderCode N
(indexedRegularSegments labelNat (fun z => decide (z ∉ regular)) blocks).length O I,
(decodeColumnLabels code).take n =
List.ofFn (canonicalColumnName label perfect (forestPerfectName label perfect regular number)) ∧
decodeColumnPrefixPattern hn code = (fun i j => decide (label i = label j)) := by
let isOmitted := fun z : α => decide (z ∉ regular)
let segments := indexedRegularSegments labelNat isOmitted blocks
let names := forestPerfectName label perfect regular number
let f := observedColumnName label perfect names
let raw := columnChunkPieces isOmitted chunks
let pieces := raw.map (Sum.map (List.map f) f)
let namedChunks := chunks.map (Sum.map (List.map f) f)
let cuts := columnChunkCuts namedChunks
have hprops := regular_family_name_properties label perfect regular number lineNumber hnumber
labelNat chunks blocks hentries hblocks hbound hinj
have heq (i j : Fin n) : f (label i) = f (label j) ↔ label i = label j :=
observed_forest_name_eq_iff label perfect regular number hprops.2 i j
have hlocal : ∀ block, Sum.inl block ∈ chunks →
∀ a ∈ block, ∀ b ∈ block, f a = f b ↔ a = b := by
intro block hb a ha b hbb
have ha' : (a, true) ∈ columnChunkEntries chunks :=
List.mem_flatMap.mpr ⟨.inl block, hb, List.mem_map.mpr ⟨a, ha, rfl⟩⟩
have hb' : (b, true) ∈ columnChunkEntries chunks :=
List.mem_flatMap.mpr ⟨.inl block, hb, List.mem_map.mpr ⟨b, hbb, rfl⟩⟩
obtain ⟨i, _, hi⟩ := perfect_label_position label perfect chunks hentries a ha'
obtain ⟨j, _, hj⟩ := perfect_label_position label perfect chunks hentries b hb'
simpa only [hi, hj] using heq i j
have hcuts : cuts.map Prod.fst = canonicalPerfectEntries label perfect names := by
change (columnChunkCuts namedChunks).map Prod.fst = _
rw [columnChunkCuts_values]
change (columnChunkEntries (chunks.map (Sum.map (List.map f) f))).map _ = _
rw [columnChunkEntries_map, hentries]
simp only [columnPositionEntries, List.map_ofFn, canonicalPerfectEntries,
Function.comp_def]
congr 1
funext i
by_cases hi : i ∈ perfect <;> simp [f, observedColumnName_at, hi]
have hpieces : pieces.length ≤ N := by
change (raw.map _).length ≤ N
rw [List.length_map]
apply (columnChunkPieces_length_le isOmitted chunks).trans
rw [hentries, List.length_map]
simpa only [columnPositionEntries, List.length_ofFn] using hn
have hlabels : segments.map (List.map Prod.snd) =
raw.filterMap (Sum.elim some (fun _ => none)) :=
indexedRegularSegments_eq_regular_pieces labelNat isOmitted chunks blocks hblocks
have hregularName : ∀ segment ∈ segments, ∀ p ∈ segment,
f p.2 = .regular (lineNumber p.2) := by
intro segment hs p hp
have hs' : segment.map Prod.snd ∈ raw.filterMap (Sum.elim some (fun _ => none)) := by
rw [← hlabels]
exact List.mem_map.mpr ⟨segment, hs, rfl⟩
obtain ⟨piece, hpiece, hs'⟩ := List.mem_filterMap.mp hs'
have hinl : Sum.inl (segment.map Prod.snd) ∈ raw := by
cases piece with
| inl l => cases hs'; exact hpiece
| inr a => simp at hs'
have hm := (columnChunkPieces_regular_membership isOmitted chunks _ hinl).2 p.2
(List.mem_map.mpr ⟨p, hp, rfl⟩)
have hr : p.2 ∈ regular := by simpa only [isOmitted, decide_eq_false_iff_not, not_not] using hm.1
obtain ⟨i, hip, hi⟩ := perfect_label_position label perfect chunks hentries p.2 hm.2
have hir : label i ∈ regular := hi.symm ▸ hr
have hn' : lineNumber p.2 = number ⟨label i, hir⟩ := by
rw [← hi]
exact hnumber (label i) hir
calc
f p.2 = f (label i) := congrArg f hi.symm
_ = .regular (number ⟨label i, hir⟩) := observed_forest_name_regular label perfect regular number i hip hir
_ = _ := congrArg CanonicalColumnLabel.regular hn'.symm
have hregular : List.ofFn (fun i => (evenEntries (decodeForestPaths pathCode i)).map
CanonicalColumnLabel.regular) = pieces.filterMap (Sum.elim some (fun _ => none)) := by
have hd := congrArg (List.map (List.map CanonicalColumnLabel.regular)) hdecode
simp only [List.map_ofFn, List.map_map, Function.comp_def] at hd
calc
_ = segments.map (fun segment => segment.map (fun p => .regular (lineNumber p.2))) := hd
_ = segments.map (fun segment => segment.map (fun p => f p.2)) := by
apply List.map_congr_left
intro segment hs
apply List.map_congr_left
intro p hp
exact (hregularName segment hs p hp).symm
_ = (segments.map (List.map Prod.snd)).map (List.map f) := by
simp only [List.map_map, Function.comp_def]
_ = (raw.filterMap (Sum.elim some (fun _ => none))).map (List.map f) := by rw [hlabels]
_ = _ := (mapped_pieces_regular f raw).symm
have homit : ∀ a ∈ pieces.filterMap (Sum.elim (fun _ => none) some),
∃ j : Fin N, a = .omitted j.val := by
intro a ha
change a ∈ (raw.map (Sum.map (List.map f) f)).filterMap _ at ha
rw [mapped_pieces_omitted] at ha
obtain ⟨z, hz, rfl⟩ := List.mem_map.mp ha
obtain ⟨piece, hp, hz⟩ := List.mem_filterMap.mp hz
have hinr : Sum.inr z ∈ raw := by
cases piece with
| inl l => simp at hz
| inr b => cases hz; exact hp
have hm := columnChunkPieces_omitted_membership isOmitted chunks z hinr
have hr : z ∉ regular := of_decide_eq_true hm.1
obtain ⟨i, hip, hi⟩ := perfect_label_position label perfect chunks hentries z hm.2
have hir : label i ∉ regular := hi.symm ▸ hr
refine ⟨Fin.castLE hn (columnRepresentative label perfect i), ?_⟩
simpa only [f, names, hi, Fin.val_castLE] using
observed_forest_name_omitted label perfect regular number i hip hir
obtain ⟨omittedNames, holen, homap⟩ := omitted_names_lift _ homit
have ho : omittedNames.length ≤ O := by
rw [holen]
change ((raw.map (Sum.map (List.map f) f)).filterMap _).length ≤ O
rw [mapped_pieces_omitted, List.length_map]
exact hO
have hheads : pieces.flatMap (Sum.elim id List.singleton) = columnRunHeadsWithCuts cuts none :=
mapped_column_pieces_heads f isOmitted chunks hlocal
obtain ⟨code, hprefix⟩ := canonical_column_encoding hN hn label perfect names pathCode cuts hcuts pieces hpieces []
(by simpa only [List.append_nil] using hregular) omittedNames ho homap.symm hheads hI
exact ⟨code, hprefix, column_prefix_pattern_recovers hn code label _ hprefix
(canonical_forest_name_eq_iff label perfect regular number hprops.2)⟩
end TwoPointCorrelations
end OAI