openAI-math-dataset / lean /OAI /NumberTheory /TwoPoint /Walks /ColumnEncodingRealization.lean
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Add lean source and binary files (part 118)
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import OAI.NumberTheory.TwoPoint.Walks.ColumnBoundaryEncoding
import OAI.NumberTheory.TwoPoint.Bounds.PaddedListCode
namespace OAI
/-! A full column code from path segments, omitted runs and occurrence references. -/
namespace TwoPointCorrelations
private def columnPieceMask (pieces : List (List CanonicalColumnLabel ⊕ CanonicalColumnLabel)) :
List Bool := pieces.map (Sum.elim (fun _ => true) (fun _ => false))
private def columnPieceRegular (pieces : List (List CanonicalColumnLabel ⊕ CanonicalColumnLabel)) :
List (List CanonicalColumnLabel) :=
pieces.filterMap (Sum.elim some (fun _ => none))
private def columnPieceOmitted (pieces : List (List CanonicalColumnLabel ⊕ CanonicalColumnLabel)) :
List CanonicalColumnLabel :=
pieces.filterMap (Sum.elim (fun _ => none) some)
private def columnPieceFlatten (pieces : List (List CanonicalColumnLabel ⊕ CanonicalColumnLabel)) :
List CanonicalColumnLabel :=
pieces.flatMap (Sum.elim id List.singleton)
theorem resolveColumnReference_append (full padding : List (Option CanonicalColumnLabel))
(j : ℕ) (hj : j < full.length) :
resolveColumnReference (full ++ padding) j = resolveColumnReference full j := by
simp only [resolveColumnReference, List.getElem?_append_left hj]
/-- The geometric inputs are exact regular path lists and an interleaving
of regular segments with omitted runs. No full equality-pattern or decoder
conclusion is assumed. All unused slots may be padded independently. -/
theorem column_encoding_realization {α : Type*} {N segments omitted imperfect : ℕ} (hN : 0 < N)
(name : α → CanonicalColumnLabel)
(pathCode : ForestPathData.Code N segments)
(entries : List (α × Bool)) (hentries : entries.length ≤ N)
(cuts : List (Option CanonicalColumnLabel × Bool))
(hcuts : cuts.map Prod.fst = markedColumn name entries)
(pieces : List (List CanonicalColumnLabel ⊕ CanonicalColumnLabel))
(hpieces : pieces.length ≤ N)
(regularTail : List (List CanonicalColumnLabel))
(hregular : List.ofFn (fun i => (evenEntries (decodeForestPaths pathCode i)).map CanonicalColumnLabel.regular) =
columnPieceRegular pieces ++ regularTail)
(omittedNames : List (Fin N)) (homittedSize : omittedNames.length ≤ omitted)
(homitted : columnPieceOmitted pieces =
omittedNames.map (fun j => CanonicalColumnLabel.omitted j.val))
(hheads : columnPieceFlatten pieces = columnRunHeadsWithCuts cuts none)
(reference : α → Fin N)
(hreferenceSize :
(entries.filterMap (fun a => if a.2 then none else some (reference a.1))).length ≤ imperfect)
(hreferenceBound : ∀ a ∈ entries, a.2 = false → (reference a.1).val < entries.length)
(hreference : ∀ a ∈ entries, a.2 = false →
resolveColumnReference (markedColumn name entries) (reference a.1).val = name a.1) :
∃ code : ColumnDecoderCode N segments omitted imperfect,
(decodeColumnLabels code).take entries.length = entries.map (fun a => name a.1) := by
let zero : Fin N := ⟨0, hN⟩
let marked := markedColumn name entries
let flags := columnFlagsWithCuts cuts none
have hflags : flags.length ≤ N := by
have hc := congrArg List.length hcuts
simp only [List.length_map, markedColumn] at hc
simpa only [flags, columnFlagsWithCuts_length] using hc.le.trans hentries
have hmask : (columnPieceMask pieces).length ≤ N := by
simpa only [columnPieceMask, List.length_map] using hpieces
let refs := entries.filterMap (fun a => if a.2 then none else some (reference a.1))
let code : ColumnDecoderCode N segments omitted imperfect :=
(pathCode, paddedListCode (columnPieceMask pieces) hmask false,
paddedListCode flags hflags (false, false),
paddedListCode omittedNames homittedSize zero,
paddedListCode refs hreferenceSize zero)
let omittedTail := (List.replicate (omitted - omittedNames.length) zero).map
(fun j => CanonicalColumnLabel.omitted j.val)
let maskPadding := List.replicate (N - (columnPieceMask pieces).length) false
let extraRuns := mergeColumnRuns maskPadding regularTail omittedTail
have hpaths : List.ofFn (fun i => (evenEntries (decodeForestPaths code.1 i)).map
CanonicalColumnLabel.regular) = columnPieceRegular pieces ++ regularTail := by
change List.ofFn (fun i => (evenEntries (decodeForestPaths pathCode i)).map
CanonicalColumnLabel.regular) = _
exact hregular
have homit : List.ofFn (fun i => CanonicalColumnLabel.omitted (code.2.2.2.1 i).val) =
columnPieceOmitted pieces ++ omittedTail := by
change List.ofFn (fun i => CanonicalColumnLabel.omitted
(paddedListCode omittedNames homittedSize zero i).val) = _
rw [List.ofFn_comp' (paddedListCode omittedNames homittedSize zero)
(fun j : Fin N => CanonicalColumnLabel.omitted j.val),
paddedListCode_ofFn, List.map_append, ← homitted]
have hruns : mergeColumnRuns (List.ofFn code.2.1)
(List.ofFn (fun i => (evenEntries (decodeForestPaths code.1 i)).map CanonicalColumnLabel.regular))
(List.ofFn (fun i => CanonicalColumnLabel.omitted (code.2.2.2.1 i).val)) =
columnRunHeadsWithCuts cuts none ++ extraRuns := by
rw [hpaths, homit]
change mergeColumnRuns (List.ofFn (paddedListCode (columnPieceMask pieces) hmask false)) _ _ = _
rw [paddedListCode_ofFn]
have hm := mergeColumnRuns_append pieces maskPadding regularTail omittedTail
have hm' : mergeColumnRuns (columnPieceMask pieces ++ maskPadding)
(columnPieceRegular pieces ++ regularTail) (columnPieceOmitted pieces ++ omittedTail) =
columnPieceFlatten pieces ++ extraRuns := by
simpa only [columnPieceMask, columnPieceRegular, columnPieceOmitted,
columnPieceFlatten, extraRuns] using hm
rw [hheads] at hm'
exact hm'
let full := expandColumnRuns (List.ofFn code.2.2.1) (columnRunHeadsWithCuts cuts none ++ extraRuns) none
have hfullPrefix : full.take entries.length = marked := by
have ht := expandColumnRuns_take_append flags (List.replicate (N - flags.length) (false, false))
(columnRunHeadsWithCuts cuts none ++ extraRuns) none
rw [expandColumnRuns_cuts_recover] at ht
rw [hcuts] at ht
change (expandColumnRuns (List.ofFn (paddedListCode flags hflags (false, false)))
(columnRunHeadsWithCuts cuts none ++ extraRuns) none).take entries.length = marked
rw [paddedListCode_ofFn]
have hc : cuts.length = entries.length := by
have hh := congrArg List.length hcuts
simpa only [List.length_map, markedColumn] using hh
simpa only [flags, columnFlagsWithCuts_length, hc, marked] using ht
have hfull : full = marked ++ full.drop entries.length := by
rw [← hfullPrefix]
exact (List.take_append_drop _ _).symm
have hlookup : ∀ a ∈ entries, a.2 = false →
resolveColumnReference full (reference a.1).val = name a.1 := by
intro a ha hp
rw [hfull, resolveColumnReference_append]
· exact hreference a ha hp
· simpa only [marked, markedColumn, List.length_map] using hreferenceBound a ha hp
have hrefs : List.ofFn (fun i => (code.2.2.2.2 i).val) =
imperfectColumnReferences (fun a => (reference a).val) entries ++
(List.replicate (imperfect - refs.length) zero).map Fin.val := by
change List.ofFn (fun i => (paddedListCode refs hreferenceSize zero i).val) = _
rw [List.ofFn_comp', paddedListCode_ofFn, List.map_append]
congr 1
simp only [refs, imperfectColumnReferences, List.map_filterMap]
apply List.filterMap_congr
intro a _
cases a.2 <;> rfl
have hatt := attachImperfectLabels_recover_append full name (fun a => (reference a).val)
entries (full.drop entries.length)
((List.replicate (imperfect - refs.length) zero).map Fin.val) hlookup
refine ⟨code, ?_⟩
have hdecode : decodeColumnLabels code =
entries.map (fun a => name a.1) ++ attachImperfectLabels full (full.drop entries.length)
((List.replicate (imperfect - refs.length) zero).map Fin.val) := by
dsimp only [decodeColumnLabels]
rw [hruns]
change attachImperfectLabels full full (List.ofFn (fun i => (code.2.2.2.2 i).val)) = _
rw [hrefs]
calc
_ = attachImperfectLabels full (marked ++ full.drop entries.length)
(imperfectColumnReferences (fun a => (reference a).val) entries ++
(List.replicate (imperfect - refs.length) zero).map Fin.val) :=
congrArg (fun l => attachImperfectLabels full l _) hfull
_ = _ := hatt
rw [hdecode]
simpa only [List.length_map] using
(List.take_left (l₁ := entries.map (fun a => name a.1))
(l₂ := attachImperfectLabels full (full.drop entries.length)
((List.replicate (imperfect - refs.length) zero).map Fin.val)))
end TwoPointCorrelations
end OAI