512 lines
18 KiB
Bash
Executable File
512 lines
18 KiB
Bash
Executable File
#!/bin/bash
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set -e
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# Start total time tracking
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START_TIME=$(date +%s)
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# Default values
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IMAGE_TAG="vllm-node"
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REBUILD_FLASHINFER=false
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REBUILD_VLLM=false
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COPY_HOSTS=()
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SSH_USER="$USER"
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NO_BUILD=false
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VLLM_REF="main"
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TMP_IMAGE=""
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PARALLEL_COPY=false
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EXP_MXFP4=false
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VLLM_REF_SET=false
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VLLM_PRS=""
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PRE_TRANSFORMERS=false
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FULL_LOG=false
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BUILD_JOBS="16"
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GPU_ARCH_LIST="12.1a"
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WHEELS_REPO="eugr/spark-vllm-docker"
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FLASHINFER_RELEASE_TAG="prebuilt-flashinfer-current"
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VLLM_RELEASE_TAG="prebuilt-vllm-current"
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# Space-separated list of GPU architectures for which prebuilt wheels are available
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PREBUILT_WHEELS_SUPPORTED_ARCHS="12.1a"
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cleanup() {
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if [ -n "$TMP_IMAGE" ] && [ -f "$TMP_IMAGE" ]; then
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echo "Cleaning up temporary image $TMP_IMAGE"
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rm -f "$TMP_IMAGE"
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fi
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}
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trap cleanup EXIT
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add_copy_hosts() {
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local token part
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for token in "$@"; do
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IFS=',' read -ra PARTS <<< "$token"
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for part in "${PARTS[@]}"; do
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part="${part//[[:space:]]/}"
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if [ -n "$part" ]; then
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COPY_HOSTS+=("$part")
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fi
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done
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done
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}
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copy_to_host() {
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local host="$1"
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echo "Loading image into ${SSH_USER}@${host}..."
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local host_copy_start host_copy_end host_copy_time
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host_copy_start=$(date +%s)
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if cat "$TMP_IMAGE" | ssh "${SSH_USER}@${host}" "docker load"; then
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host_copy_end=$(date +%s)
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host_copy_time=$((host_copy_end - host_copy_start))
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printf "Copy to %s completed in %02d:%02d:%02d\n" "$host" $((host_copy_time/3600)) $((host_copy_time%3600/60)) $((host_copy_time%60))
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else
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echo "Copy to $host failed."
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return 1
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fi
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}
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# try_download_wheels TAG PREFIX
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# Downloads wheels matching PREFIX*.whl from a GitHub release.
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# Skips files that are already present and up to date (by remote updated_at vs local mtime).
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# Returns 0 if all matching wheels are now available, 1 on any error.
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try_download_wheels() {
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local TAG="$1"
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local PREFIX="$2"
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local WHEELS_DIR="./wheels"
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local arch
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for arch in $PREBUILT_WHEELS_SUPPORTED_ARCHS; do
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[ "$arch" = "$GPU_ARCH_LIST" ] && break
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arch=""
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done
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if [ -z "$arch" ]; then
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echo "GPU arch '$GPU_ARCH_LIST' not supported by prebuilt wheels (supported: $PREBUILT_WHEELS_SUPPORTED_ARCHS) — skipping download."
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return 1
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fi
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local RELEASE_JSON
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RELEASE_JSON=$(curl -sf --connect-timeout 10 \
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"https://api.github.com/repos/$WHEELS_REPO/releases/tags/$TAG") || {
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echo "Could not fetch release metadata for '$TAG' — skipping download."
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return 1
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}
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local DOWNLOAD_LIST
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DOWNLOAD_LIST=$(echo "$RELEASE_JSON" | python3 -c '
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import json, sys, os
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from datetime import datetime, timezone
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wheels_dir, prefix = sys.argv[1], sys.argv[2]
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data = json.load(sys.stdin)
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assets = [a for a in data.get("assets", [])
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if a["name"].startswith(prefix) and a["name"].endswith(".whl")]
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if not assets:
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print("No assets found matching prefix: " + prefix, file=sys.stderr)
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sys.exit(1)
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newest_remote_ts = max(
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datetime.strptime(a["updated_at"], "%Y-%m-%dT%H:%M:%SZ")
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.replace(tzinfo=timezone.utc).timestamp()
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for a in assets
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)
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# If local wheels (any version matching prefix) are all newer than the
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# latest GitHub asset, they were freshly built and should not be replaced.
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local_wheels = [
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os.path.join(wheels_dir, f) for f in os.listdir(wheels_dir)
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if f.startswith(prefix) and f.endswith(".whl")
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]
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if local_wheels and all(os.path.getmtime(p) >= newest_remote_ts for p in local_wheels):
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sys.exit(0)
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for a in assets:
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local_path = os.path.join(wheels_dir, a["name"])
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remote_ts = datetime.strptime(a["updated_at"], "%Y-%m-%dT%H:%M:%SZ") \
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.replace(tzinfo=timezone.utc).timestamp()
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if not os.path.exists(local_path) or remote_ts > os.path.getmtime(local_path):
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print(a["browser_download_url"] + " " + a["name"])
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' "$WHEELS_DIR" "$PREFIX") || return 1
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if [ -z "$DOWNLOAD_LIST" ]; then
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echo "All $PREFIX wheels are up to date — skipping download."
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return 0
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fi
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# Back up existing wheels so we never leave a mix of old and new on failure
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local DL_BACKUP="$WHEELS_DIR/.backup-download-${PREFIX}"
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rm -rf "$DL_BACKUP" && mkdir -p "$DL_BACKUP"
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for f in "$WHEELS_DIR/${PREFIX}"*.whl; do
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[ -f "$f" ] && mv "$f" "$DL_BACKUP/"
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done
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local URL NAME TMP_WHL
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local DOWNLOADED=()
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while IFS=' ' read -r URL NAME; do
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echo "Downloading $NAME..."
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TMP_WHL=$(mktemp "$WHEELS_DIR/${NAME}.XXXXXX")
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if curl -L --progress-bar --connect-timeout 30 "$URL" -o "$TMP_WHL"; then
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mv "$TMP_WHL" "$WHEELS_DIR/$NAME"
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DOWNLOADED+=("$WHEELS_DIR/$NAME")
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else
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rm -f "$TMP_WHL"
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echo "Failed to download $NAME — removing other downloaded files."
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for f in "${DOWNLOADED[@]}"; do rm -f "$f"; done
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if compgen -G "$DL_BACKUP/${PREFIX}*.whl" > /dev/null 2>&1; then
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echo "Restoring previous $PREFIX wheels..."
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mv "$DL_BACKUP/${PREFIX}"*.whl "$WHEELS_DIR/"
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fi
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rm -rf "$DL_BACKUP"
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return 1
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fi
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done <<< "$DOWNLOAD_LIST"
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rm -rf "$DL_BACKUP"
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return 0
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}
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# Help function
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usage() {
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echo "Usage: $0 [OPTIONS]"
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echo " -t, --tag <tag> : Image tag (default: 'vllm-node')"
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echo " --gpu-arch <arch> : GPU architecture (default: '12.1a')"
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echo " --rebuild-flashinfer : Force rebuild of FlashInfer wheels (ignore cached wheels)"
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echo " --rebuild-vllm : Force rebuild of vLLM wheels (ignore cached wheels)"
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echo " --vllm-ref <ref> : vLLM commit SHA, branch or tag (default: 'main')"
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echo " -c, --copy-to <hosts> : Host(s) to copy the image to. Accepts comma or space-delimited lists."
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echo " --copy-to-host : Alias for --copy-to (backwards compatibility)."
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echo " --copy-parallel : Copy to all hosts in parallel instead of serially."
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echo " -j, --build-jobs <jobs> : Number of concurrent build jobs (default: ${BUILD_JOBS})"
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echo " -u, --user <user> : Username for ssh command (default: \$USER)"
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echo " --tf5 : Install transformers>=5 (aliases: --pre-tf, --pre-transformers)"
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echo " --exp-mxfp4, --experimental-mxfp4 : Build with experimental native MXFP4 support"
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echo " --apply-vllm-pr <pr-num> : Apply a specific PR patch to vLLM source. Can be specified multiple times."
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echo " --full-log : Enable full build logging (--progress=plain)"
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echo " --no-build : Skip building, only copy image (requires --copy-to)"
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echo " -h, --help : Show this help message"
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exit 1
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}
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# Argument parsing
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while [[ "$#" -gt 0 ]]; do
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case $1 in
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-t|--tag) IMAGE_TAG="$2"; shift ;;
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--gpu-arch) GPU_ARCH_LIST="$2"; shift ;;
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--rebuild-flashinfer) REBUILD_FLASHINFER=true ;;
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--rebuild-vllm) REBUILD_VLLM=true ;;
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--vllm-ref) VLLM_REF="$2"; VLLM_REF_SET=true; shift ;;
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-c|--copy-to|--copy-to-host|--copy-to-hosts)
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shift
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while [[ "$#" -gt 0 && "$1" != -* ]]; do
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add_copy_hosts "$1"
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shift
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done
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if [ "${#COPY_HOSTS[@]}" -eq 0 ]; then
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echo "No hosts specified. Using autodiscovery..."
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source "$(dirname "$0")/autodiscover.sh"
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detect_nodes
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if [ $? -ne 0 ]; then
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echo "Error: Autodiscovery failed."
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exit 1
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fi
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if [ ${#PEER_NODES[@]} -gt 0 ]; then
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COPY_HOSTS=("${PEER_NODES[@]}")
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fi
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if [ "${#COPY_HOSTS[@]}" -eq 0 ]; then
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echo "Error: Autodiscovery found no other nodes."
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exit 1
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fi
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echo "Autodiscovered hosts: ${COPY_HOSTS[*]}"
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fi
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continue
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;;
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-j|--build-jobs) BUILD_JOBS="$2"; shift ;;
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-u|--user) SSH_USER="$2"; shift ;;
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--copy-parallel) PARALLEL_COPY=true ;;
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--tf5|--pre-tf|--pre-transformers) PRE_TRANSFORMERS=true ;;
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--exp-mxfp4|--experimental-mxfp4) EXP_MXFP4=true ;;
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--apply-vllm-pr)
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if [ -n "$2" ] && [[ "$2" != -* ]]; then
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if [ -n "$VLLM_PRS" ]; then
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VLLM_PRS="$VLLM_PRS $2"
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else
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VLLM_PRS="$2"
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fi
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shift
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else
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echo "Error: --apply-vllm-pr requires a PR number."
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exit 1
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fi
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;;
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--full-log) FULL_LOG=true ;;
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--no-build) NO_BUILD=true ;;
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-h|--help) usage ;;
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*) echo "Unknown parameter passed: $1"; usage ;;
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esac
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shift
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done
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# Validate flag combinations
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if [ -n "$VLLM_PRS" ]; then
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if [ "$EXP_MXFP4" = true ]; then echo "Error: --apply-vllm-pr is incompatible with --exp-mxfp4"; exit 1; fi
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fi
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if [ "$EXP_MXFP4" = true ]; then
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if [ "$VLLM_REF_SET" = true ]; then echo "Error: --exp-mxfp4 is incompatible with --vllm-ref"; exit 1; fi
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if [ "$PRE_TRANSFORMERS" = true ]; then echo "Error: --exp-mxfp4 is incompatible with --tf5"; exit 1; fi
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if [ "$REBUILD_FLASHINFER" = true ]; then echo "Error: --exp-mxfp4 is incompatible with --rebuild-flashinfer"; exit 1; fi
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if [ "$REBUILD_VLLM" = true ]; then echo "Error: --exp-mxfp4 is incompatible with --rebuild-vllm"; exit 1; fi
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fi
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# Validate --no-build usage
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if [ "$NO_BUILD" = true ] && [ "${#COPY_HOSTS[@]}" -eq 0 ]; then
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echo "Error: --no-build requires --copy-to to be specified"
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exit 1
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fi
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# Ensure wheels directory exists
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mkdir -p ./wheels
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# Common build flags used across all non-mxfp4 sub-builds
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COMMON_BUILD_FLAGS=()
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if [ "$FULL_LOG" = true ]; then
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COMMON_BUILD_FLAGS+=("--progress=plain")
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fi
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COMMON_BUILD_FLAGS+=("--build-arg" "BUILD_JOBS=$BUILD_JOBS")
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COMMON_BUILD_FLAGS+=("--build-arg" "TORCH_CUDA_ARCH_LIST=$GPU_ARCH_LIST")
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COMMON_BUILD_FLAGS+=("--build-arg" "FLASHINFER_CUDA_ARCH_LIST=$GPU_ARCH_LIST")
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# =====================================================
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# Build image (unless --no-build or --exp-mxfp4)
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# =====================================================
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FLASHINFER_BUILD_TIME=0
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VLLM_BUILD_TIME=0
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RUNNER_BUILD_TIME=0
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if [ "$NO_BUILD" = false ]; then
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if [ "$EXP_MXFP4" = true ]; then
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echo "Building with experimental MXFP4 support..."
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CMD=("docker" "build" "-t" "$IMAGE_TAG" "${COMMON_BUILD_FLAGS[@]}" "-f" "Dockerfile.mxfp4" ".")
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echo "Building image with command: ${CMD[*]}"
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BUILD_START=$(date +%s)
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"${CMD[@]}"
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BUILD_END=$(date +%s)
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RUNNER_BUILD_TIME=$((BUILD_END - BUILD_START))
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else
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# ----------------------------------------------------------
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# Phase 1: FlashInfer wheels
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# ----------------------------------------------------------
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BUILD_FLASHINFER=false
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if [ "$REBUILD_FLASHINFER" = true ]; then
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echo "Rebuilding FlashInfer wheels (--rebuild-flashinfer specified)..."
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BUILD_FLASHINFER=true
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elif try_download_wheels "$FLASHINFER_RELEASE_TAG" "flashinfer"; then
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echo "FlashInfer wheels ready."
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elif compgen -G "./wheels/flashinfer*.whl" > /dev/null 2>&1; then
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echo "Download failed — using existing local FlashInfer wheels."
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else
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echo "No FlashInfer wheels available (download failed) — building..."
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BUILD_FLASHINFER=true
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fi
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if [ "$BUILD_FLASHINFER" = true ]; then
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# Back up existing flashinfer wheels; restore them if the build fails
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FI_BACKUP="./wheels/.backup-flashinfer"
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rm -rf "$FI_BACKUP" && mkdir -p "$FI_BACKUP"
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for f in ./wheels/flashinfer*.whl; do
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[ -f "$f" ] && mv "$f" "$FI_BACKUP/"
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done
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FI_CMD=("docker" "build"
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"--target" "flashinfer-export"
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"--output" "type=local,dest=./wheels"
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"${COMMON_BUILD_FLAGS[@]}")
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if [ "$REBUILD_FLASHINFER" = true ]; then
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FI_CMD+=("--build-arg" "CACHEBUST_FLASHINFER=$(date +%s)")
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fi
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FI_CMD+=(".")
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echo "FlashInfer build command: ${FI_CMD[*]}"
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FI_START=$(date +%s)
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if "${FI_CMD[@]}"; then
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FI_END=$(date +%s)
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FLASHINFER_BUILD_TIME=$((FI_END - FI_START))
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rm -rf "$FI_BACKUP"
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else
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echo "FlashInfer build failed — restoring previous wheels..."
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mv "$FI_BACKUP"/flashinfer*.whl ./wheels/ 2>/dev/null || true
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rm -rf "$FI_BACKUP"
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exit 1
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fi
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fi
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# ----------------------------------------------------------
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# Phase 2: vLLM wheels
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# ----------------------------------------------------------
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if [ "$VLLM_REF_SET" = true ] || [ -n "$VLLM_PRS" ]; then
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REBUILD_VLLM=true
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fi
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BUILD_VLLM=false
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if [ "$REBUILD_VLLM" = true ]; then
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if [ "$VLLM_REF_SET" = true ] && [ -n "$VLLM_PRS" ]; then
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echo "Rebuilding vLLM wheels (--vllm-ref and --apply-vllm-pr specified)..."
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elif [ "$VLLM_REF_SET" = true ]; then
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echo "Rebuilding vLLM wheels (--vllm-ref specified)..."
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elif [ -n "$VLLM_PRS" ]; then
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echo "Rebuilding vLLM wheels (--apply-vllm-pr specified)..."
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else
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echo "Rebuilding vLLM wheels (--rebuild-vllm specified)..."
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fi
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BUILD_VLLM=true
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elif try_download_wheels "$VLLM_RELEASE_TAG" "vllm"; then
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echo "vLLM wheels ready."
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elif compgen -G "./wheels/vllm*.whl" > /dev/null 2>&1; then
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echo "Download failed — using existing local vLLM wheels."
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else
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echo "No vLLM wheels available (download failed) — building..."
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BUILD_VLLM=true
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fi
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if [ "$BUILD_VLLM" = true ]; then
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# Back up existing vllm wheels; restore them if the build fails
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VLLM_BACKUP="./wheels/.backup-vllm"
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rm -rf "$VLLM_BACKUP" && mkdir -p "$VLLM_BACKUP"
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for f in ./wheels/vllm*.whl; do
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[ -f "$f" ] && mv "$f" "$VLLM_BACKUP/"
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done
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VLLM_CMD=("docker" "build"
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"--target" "vllm-export"
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"--output" "type=local,dest=./wheels"
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"${COMMON_BUILD_FLAGS[@]}"
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"--build-arg" "VLLM_REF=$VLLM_REF")
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if [ "$REBUILD_VLLM" = true ]; then
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VLLM_CMD+=("--build-arg" "CACHEBUST_VLLM=$(date +%s)")
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fi
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if [ -n "$VLLM_PRS" ]; then
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echo "Applying vLLM PRs: $VLLM_PRS"
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VLLM_CMD+=("--build-arg" "VLLM_PRS=$VLLM_PRS")
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fi
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VLLM_CMD+=(".")
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echo "vLLM build command: ${VLLM_CMD[*]}"
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VLLM_START=$(date +%s)
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if "${VLLM_CMD[@]}"; then
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VLLM_END=$(date +%s)
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VLLM_BUILD_TIME=$((VLLM_END - VLLM_START))
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rm -rf "$VLLM_BACKUP"
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else
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echo "vLLM build failed — restoring previous wheels..."
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mv "$VLLM_BACKUP"/vllm*.whl ./wheels/ 2>/dev/null || true
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rm -rf "$VLLM_BACKUP"
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exit 1
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fi
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fi
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# ----------------------------------------------------------
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# Phase 3: Runner image
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# ----------------------------------------------------------
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if ! compgen -G "./wheels/*.whl" > /dev/null 2>&1; then
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echo "Error: No wheel files found in ./wheels/ — cannot build runner image."
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exit 1
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fi
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RUNNER_CMD=("docker" "build"
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"-t" "$IMAGE_TAG"
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"${COMMON_BUILD_FLAGS[@]}")
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if [ "$PRE_TRANSFORMERS" = true ]; then
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echo "Using transformers>=5.0.0..."
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RUNNER_CMD+=("--build-arg" "PRE_TRANSFORMERS=1")
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fi
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RUNNER_CMD+=(".")
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echo "Building runner image with command: ${RUNNER_CMD[*]}"
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RUNNER_START=$(date +%s)
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"${RUNNER_CMD[@]}"
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RUNNER_END=$(date +%s)
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RUNNER_BUILD_TIME=$((RUNNER_END - RUNNER_START))
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fi
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else
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echo "Skipping build (--no-build specified)"
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fi
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# =====================================================
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# Copy to host(s) if requested
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# =====================================================
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COPY_TIME=0
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if [ "${#COPY_HOSTS[@]}" -gt 0 ]; then
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echo "Copying image '$IMAGE_TAG' to ${#COPY_HOSTS[@]} host(s): ${COPY_HOSTS[*]}"
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if [ "$PARALLEL_COPY" = true ]; then
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echo "Parallel copy enabled."
|
|
fi
|
|
COPY_START=$(date +%s)
|
|
|
|
TMP_IMAGE=$(mktemp -t vllm_image.XXXXXX)
|
|
echo "Saving image locally to $TMP_IMAGE..."
|
|
docker save -o "$TMP_IMAGE" "$IMAGE_TAG"
|
|
|
|
if [ "$PARALLEL_COPY" = true ]; then
|
|
PIDS=()
|
|
for host in "${COPY_HOSTS[@]}"; do
|
|
copy_to_host "$host" &
|
|
PIDS+=($!)
|
|
done
|
|
COPY_FAILURE=0
|
|
for pid in "${PIDS[@]}"; do
|
|
if ! wait "$pid"; then
|
|
COPY_FAILURE=1
|
|
fi
|
|
done
|
|
if [ "$COPY_FAILURE" -ne 0 ]; then
|
|
echo "One or more copies failed."
|
|
exit 1
|
|
fi
|
|
else
|
|
for host in "${COPY_HOSTS[@]}"; do
|
|
copy_to_host "$host"
|
|
done
|
|
fi
|
|
|
|
COPY_END=$(date +%s)
|
|
COPY_TIME=$((COPY_END - COPY_START))
|
|
echo "Copy complete."
|
|
else
|
|
echo "No host specified, skipping copy."
|
|
fi
|
|
|
|
# Calculate total time
|
|
END_TIME=$(date +%s)
|
|
TOTAL_TIME=$((END_TIME - START_TIME))
|
|
|
|
# Display timing statistics
|
|
echo ""
|
|
echo "========================================="
|
|
echo " TIMING STATISTICS"
|
|
echo "========================================="
|
|
if [ "$FLASHINFER_BUILD_TIME" -gt 0 ]; then
|
|
echo "FlashInfer Build: $(printf '%02d:%02d:%02d' $((FLASHINFER_BUILD_TIME/3600)) $((FLASHINFER_BUILD_TIME%3600/60)) $((FLASHINFER_BUILD_TIME%60)))"
|
|
fi
|
|
if [ "$VLLM_BUILD_TIME" -gt 0 ]; then
|
|
echo "vLLM Build: $(printf '%02d:%02d:%02d' $((VLLM_BUILD_TIME/3600)) $((VLLM_BUILD_TIME%3600/60)) $((VLLM_BUILD_TIME%60)))"
|
|
fi
|
|
if [ "$RUNNER_BUILD_TIME" -gt 0 ]; then
|
|
echo "Runner Build: $(printf '%02d:%02d:%02d' $((RUNNER_BUILD_TIME/3600)) $((RUNNER_BUILD_TIME%3600/60)) $((RUNNER_BUILD_TIME%60)))"
|
|
fi
|
|
if [ "$COPY_TIME" -gt 0 ]; then
|
|
echo "Image Copy: $(printf '%02d:%02d:%02d' $((COPY_TIME/3600)) $((COPY_TIME%3600/60)) $((COPY_TIME%60)))"
|
|
fi
|
|
echo "Total Time: $(printf '%02d:%02d:%02d' $((TOTAL_TIME/3600)) $((TOTAL_TIME%3600/60)) $((TOTAL_TIME%60)))"
|
|
echo "========================================="
|
|
echo "Done building $IMAGE_TAG."
|