/-
  BindingSiteCodec.lean — Deterministic Pipeline: PDB → Binding Site Receipt

  The protein-structure analog of HachimojiCodec.lean.
  Takes raw PDB residue data (residueName, modification, bFactor, neighborBFactors),
  computes the entropy profile, classifies residues via the 8-state Hachimoji system,
  and emits a typed BindingSiteReceipt.

  Design constraints:
  - No Float, no Real in compute path — all arithmetic is Q16_16
  - No PVGS_DQ_Bridge dependency (avoids Bridge Q16_16 / Core Q16_16 type collision)
  - dqEnergy and stellarRank are computed directly from the entropy profile
  - Delegates to BindingSiteHachimoji.buildProfile and BindingSiteEntropy functions

  Pipeline:
    (residueName, mod, bFactor, neighborBFs)
    → bindingSiteEntropyProfile   (BindingSiteEntropy §3)
    → buildProfile                (BindingSiteHachimoji §4)
    → stellarRank, dqEnergy
    → BindingSiteReceipt
-/
import BindingSite.BindingSiteHachimoji
import BindingSite.BindingSiteEntropy

namespace BindingSiteCodec

open BindingSite SilverSight.FixedPoint

-- ═══════════════════════════════════════════════════════════════════════════
-- §1  PDB data interface (IO layer, placeholder for RCSB API)
-- ═══════════════════════════════════════════════════════════════════════════

-- PDB residue record type — matches bindingSiteEntropyProfile's input signature.
-- bFactor and neighborBFactors are Nat (PDB stores as integers scaled ×100; caller
-- should pass the integer value, e.g., B=35.12 → 35).
abbrev PDBResidue := String × String × Nat × List Nat
--                   resName  mod    bFac  neighborBFacs

/-- Placeholder: in production calls RCSB REST API and parses mmCIF.
    Returns empty list; actual data is injected by the IO layer. -/
def fetchPDB (pdbId : String) : IO (List PDBResidue) := do
  IO.println s!"[BindingSiteCodec] fetchPDB {pdbId} (placeholder)"
  pure []

/-- Placeholder: fetches sequence cluster membership from RCSB.
    Returns (entityId, clusterId) or none. -/
def fetchClusterMembership (pdbId : String) : IO (Option (Nat × Nat)) := do
  IO.println s!"[BindingSiteCodec] fetchCluster {pdbId} (placeholder)"
  pure none

-- ═══════════════════════════════════════════════════════════════════════════
-- §2  Stellar rank and DQ energy (pure Q16_16, no PVGS Bridge)
-- ═══════════════════════════════════════════════════════════════════════════

/-- Stellar rank = number of distinct BindingSiteStates present in the profile.
    Maps to photon variation count in the PVGS-DQ formalism. -/
def stellarRank (residues : List BindingSiteResidue) : Nat :=
  let states : List BindingSiteState :=
    [ .Phi, .Lambda, .Rho, .Kappa, .Omega, .Sigma, .Pi, .Zeta ]
  states.countP (fun s => residues.any (fun r => r.state == s))

/-- DQ energy proxy: sum of entropy.val over all residues (Int).
    Tracks total disorder; lower = more ordered = stronger pocket signal.
    This is an entropy-only proxy; the full dual-quaternion energy requires
    spatial coordinates (not available in the B-factor-only pipeline). -/
def dqEnergyFromProfile (profile : BindingSiteProfile) : Int :=
  profile.residues.foldl (fun acc r => acc + r.entropy.val) 0

/-- Helstrom bound placeholder (Q16_16).
    Full computation requires pairwise quantum state discrimination across residue
    pairs — research-level; left as zero pending the quantum sensing module. -/
def helstromBoundPlaceholder : Q16_16 := Q16_16.zero

-- ═══════════════════════════════════════════════════════════════════════════
-- §3  Pipeline stages
-- ═══════════════════════════════════════════════════════════════════════════

/-- Stage 1: PDB residues → entropy-classified list.
    Delegates to BindingSiteEntropy.bindingSiteEntropyProfile. -/
def classifyResidues
    (pdbData : List PDBResidue)
    : List (AminoAcidToken × Q16_16 × BindingSiteState) :=
  bindingSiteEntropyProfile pdbData

/-- Stage 2: classified list → BindingSiteProfile.
    Delegates to BindingSiteHachimoji.buildProfile. -/
def profileFromClassified
    (classified : List (AminoAcidToken × Q16_16 × BindingSiteState))
    : BindingSiteProfile :=
  buildProfile classified

/-- Stage 3: profile → BindingSiteReceipt. -/
def emitReceipt (pdbId : String) (entityId clusterId : Nat)
    (profile : BindingSiteProfile) : BindingSiteReceipt :=
  { version       := "BindingSite:v1"
  , pdbId         := pdbId
  , entityId      := entityId
  , clusterId     := clusterId
  , profile       := profile
  , dqEnergy      := dqEnergyFromProfile profile
  , stellarRank   := stellarRank profile.residues
  , helstromBound := helstromBoundPlaceholder
  , sha256        := "PENDING" }

-- ═══════════════════════════════════════════════════════════════════════════
-- §4  One-function API
-- ═══════════════════════════════════════════════════════════════════════════

/-- `pdbToReceipt : PDB ID → IO BindingSiteReceipt`

    Complete pipeline in one call. This is the protein-structure analog of
    `equation_to_emit` from HachimojiCodec.lean.

    Usage:
      let receipt ← pdbToReceipt "1YY9"
      IO.println s!"{receipt.profile.siteState}"  -- Pi or Lambda → druggable

    The receipt is compatible with the PVGS-DQ receipt system:
      - receipt.dqEnergy  → entropy-sum proxy (full DQ requires coordinates)
      - receipt.stellarRank → photon variation count
      - receipt.sha256    → hash chain anchor (populated by caller) -/
def pdbToReceipt (pdbId : String) : IO BindingSiteReceipt := do
  let pdbData          ← fetchPDB pdbId
  let classified       := classifyResidues pdbData
  let profile          := profileFromClassified classified
  let clusterInfo      ← fetchClusterMembership pdbId
  let (entity, cluster) := clusterInfo.getD (0, 0)
  pure (emitReceipt pdbId entity cluster profile)

-- ═══════════════════════════════════════════════════════════════════════════
-- §5  Batch screening API
-- ═══════════════════════════════════════════════════════════════════════════

/-- Screen a library of PDB IDs, returning only druggable sites. -/
def screenDruggable (pdbIds : List String) : IO (List BindingSiteReceipt) := do
  let receipts ← pdbIds.mapM pdbToReceipt
  pure (receipts.filter (fun r => r.profile.druggable))

/-- Rank receipts by DQ energy (lower = more ordered = stronger pocket). -/
def rankByEnergy (receipts : List BindingSiteReceipt) : List BindingSiteReceipt :=
  receipts.insertionSort (fun r1 r2 => r1.dqEnergy < r2.dqEnergy)

-- ═══════════════════════════════════════════════════════════════════════════
-- §6  Sanity checks (no IO, pure, decidable)
-- ═══════════════════════════════════════════════════════════════════════════

/-- stellarRank is bounded by the 8 Hachimoji states. -/
theorem stellarRank_le_8 (residues : List BindingSiteResidue) :
    stellarRank residues ≤ 8 := by
  simp only [stellarRank]
  apply List.countP_le_length

/-- An empty profile has dqEnergy = 0. -/
theorem dqEnergy_empty :
    dqEnergyFromProfile (show BindingSiteProfile from
      { residues := [], totalEntropy := Q16_16.zero,
        maxEntropy   := Q16_16.zero, minEntropy := Q16_16.zero,
        siteState := .Phi, druggable := false, receiptHash := "" }) = 0 := by
  simp [dqEnergyFromProfile]

end BindingSiteCodec
