#!/usr/bin/env bash
# Setup script for vLLM Qwen3.6-27B on a single 3090.
#
# Downloads the model, clones Genesis patches, and fetches all sidecar
# patches into place under /mnt/ssd/vLLM/.
#
# Idempotent — safe to re-run; skips steps already completed.
#
# Prerequisites: git (with git-lfs), docker

set -euo pipefail

MODEL_DIR="/mnt/ssd/vLLM/Models"
MODEL_SUBDIR="qwen3.6-27b-autoround-int4"
PATCHES_DIR="/mnt/ssd/vLLM/Patches"
GENESIS_DIR="${PATCHES_DIR}/genesis"
TOLIST_PATCH="${PATCHES_DIR}/patch_tolist_cudagraph.py"
PN12_FFN_PATCH="${PATCHES_DIR}/patch_pn12_ffn_pool_anchor.py"
PN12_COMPILE_PATCH="${PATCHES_DIR}/patch_pn12_compile_safe_custom_op.py"
FA_CLAMP_PATCH="${PATCHES_DIR}/patch_fa_max_seqlen_clamp.py"
WORKSPACE_LOCK_PATCH="${PATCHES_DIR}/patch_workspace_lock_disable.py"
TIMINGS_PATCH="${PATCHES_DIR}/patch_timings_07351e088.py"
TIMINGS_PATCH_URL="${TIMINGS_PATCH_URL:-https://gitea.va.reichard.io/evan/nix/raw/branch/master/modules/nixos/services/llama-swap/patches/patch_timings_07351e088.py}"

# Base URLs for sidecar patches (club-3090 repo)
PATCH_BASE_URL="https://raw.githubusercontent.com/noonghunna/club-3090/master/models/qwen3.6-27b/vllm/patches"
PATCH_EXPERIMENTAL_BASE_URL="https://raw.githubusercontent.com/noonghunna/club-3090/v0.20-experimental/models/qwen3.6-27b/vllm/patches"

# ---------- Preflight Checks ----------
for cmd in git git-lfs curl; do
  if ! command -v "$cmd" &>/dev/null; then
    echo "ERROR: '$cmd' not found in PATH." >&2
    exit 1
  fi
done

# ---------- Create Directories ----------
echo "Creating directories..."
mkdir -p "${MODEL_DIR}" "${PATCHES_DIR}"

# ---------- Download Model ----------
if [ -d "${MODEL_DIR}/${MODEL_SUBDIR}/.git" ]; then
  echo "Model already cloned at ${MODEL_DIR}/${MODEL_SUBDIR}, skipping."
else
  echo "Cloning Lorbus/Qwen3.6-27B-int4-AutoRound (with LFS)..."
  git clone https://huggingface.co/Lorbus/Qwen3.6-27B-int4-AutoRound \
    "${MODEL_DIR}/${MODEL_SUBDIR}"
  echo "Model cloned."
fi

# ---------- Clone Genesis Patches ----------
if [ -d "${GENESIS_DIR}/.git" ]; then
  echo "Genesis patches already cloned at ${GENESIS_DIR}, pulling latest..."
  git -C "${GENESIS_DIR}" pull --ff-only || echo "Pull failed (non-fatal), using existing."
else
  echo "Cloning Genesis patches..."
  git clone https://github.com/Sandermage/genesis-vllm-patches "${GENESIS_DIR}"
  echo "Genesis patches cloned."
fi

# ---------- Download Sidecar Patches ----------
# Fetched from club-3090 repo so this script is self-contained.
download_patch() {
  local dest="$1"
  local filename
  filename="$(basename "$dest")"
  if [ -f "${dest}" ]; then
    echo "Patch ${filename} already present, skipping."
  else
    echo "Downloading ${filename}..."
    curl -fsSL "${PATCH_BASE_URL}/${filename}" -o "${dest}"
    echo "Patch ${filename} written."
  fi
}

download_patch "${TOLIST_PATCH}"
download_patch "${PN12_FFN_PATCH}"
download_patch "${PN12_COMPILE_PATCH}"
download_patch "${FA_CLAMP_PATCH}"

# ---------- Download v0.20 Workspace Patch ----------
if [ -f "${WORKSPACE_LOCK_PATCH}" ]; then
  echo "Patch $(basename "${WORKSPACE_LOCK_PATCH}") already present, skipping."
else
  echo "Downloading $(basename "${WORKSPACE_LOCK_PATCH}") from v0.20-experimental..."
  curl -fsSL \
    "${PATCH_EXPERIMENTAL_BASE_URL}/$(basename "${WORKSPACE_LOCK_PATCH}")" \
    -o "${WORKSPACE_LOCK_PATCH}"
  echo "Patch $(basename "${WORKSPACE_LOCK_PATCH}") written."
fi

# ---------- Download Timing Patch ----------
tmp_timings_patch="$(mktemp)"
trap 'rm -f "${tmp_timings_patch}"' EXIT

echo "Downloading patch_timings_07351e088.py from this repo..."
curl -fsSL "${TIMINGS_PATCH_URL}" -o "${tmp_timings_patch}"

if [ -f "${TIMINGS_PATCH}" ] && cmp -s "${tmp_timings_patch}" "${TIMINGS_PATCH}"; then
  echo "Timing patch already current at ${TIMINGS_PATCH}, skipping."
else
  echo "Installing timing patch to ${TIMINGS_PATCH}..."
  install -m 0644 "${tmp_timings_patch}" "${TIMINGS_PATCH}"
  echo "Timing patch installed."
fi

# ---------- Summary ----------
echo ""
echo "=== Setup Complete ==="
echo "  Model:   ${MODEL_DIR}/${MODEL_SUBDIR}"
echo "  Genesis: ${GENESIS_DIR}"
echo "  Patch:   ${TOLIST_PATCH}"
echo "  Workspace: ${WORKSPACE_LOCK_PATCH}"
echo "  Timings:   ${TIMINGS_PATCH}"
echo ""
echo "Expected layout:"
echo "  /mnt/ssd/vLLM/"
echo "  ├── Models/"
echo "  │   └── qwen3.6-27b-autoround-int4/          (model weights)"
echo "  └── Patches/"
echo "      ├── genesis/                               (Genesis v7.14+ repo)"
echo "      │   └── vllm/_genesis/                     (mounted into container)"
echo "      ├── patch_tolist_cudagraph.py              (cudagraph capture fix)"
echo "      ├── patch_pn12_ffn_pool_anchor.py          (PN12 FFN pool anchor fix)"
echo "      ├── patch_pn12_compile_safe_custom_op.py   (PN12 compile-safe custom op)"
echo "      ├── patch_fa_max_seqlen_clamp.py           (FA softmax_lse clamp — P104)"
echo "      ├── patch_workspace_lock_disable.py        (v0.20 WorkspaceManager lock workaround)"
echo "      └── patch_timings_07351e088.py             (llama.cpp-compatible timings)"