-
Notifications
You must be signed in to change notification settings - Fork 931
Expand file tree
/
Copy pathDockerfile.sglang
More file actions
591 lines (524 loc) · 23.3 KB
/
Dockerfile.sglang
File metadata and controls
591 lines (524 loc) · 23.3 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
# syntax=docker/dockerfile:1.10.0
# SPDX-FileCopyrightText: Copyright (c) 2025-2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: Apache-2.0
#
# NOTE FOR dynamo_base AND wheel_builder STAGES:
#
# All changes to dynamo_base and wheel_builder stages should be replicated across
# Dockerfile and Dockerfile.<framework> images.:
# - Dockerfile
# - Dockerfile.vllm
# - Dockerfile.sglang
# - Dockerfile.trtllm
# This duplication was introduced purposely to quickly enable Docker layer caching and
# deduplication. Please ensure these stages stay in sync until the duplication can be
# addressed.
#
# Throughout this file, we make certain paths group-writable because this allows
# both the dynamo user (UID 1000) and Dev Container users (UID != 1000) to work
# properly without needing slow chown -R operations (which can add 2-10 extra
# minutes).
#
# DEVELOPMENT PATHS THAT MUST BE GROUP-WRITABLE (for virtualenv containers):
# /workspace - Users create/modify project files
# /home/dynamo - Users create config/cache files
# /home/dynamo/.local - SGLang uses $HOME/.local/lib/python3.12/site-packages for pip install
#
# HOW TO ACHIEVE GROUP-WRITABLE PERMISSIONS:
# 1. SHELL + /etc/profile.d - Login shell sources umask 002 globally for all RUN commands (775/664)
# 2. COPY --chmod=775 - Sets permissions on copied children (not destination)
# 3. chmod g+w (no -R) - Fixes destination dirs only (milliseconds vs minutes)
# This section contains build arguments that are common and shared with
# the plain Dockerfile, so they should NOT have a default. The source of truth is from build.sh.
ARG BASE_IMAGE
ARG BASE_IMAGE_TAG
ARG PYTHON_VERSION
ARG ENABLE_KVBM
ARG ENABLE_GPU_MEMORY_SERVICE
ARG ENABLE_MEDIA_NIXL
ARG ENABLE_MEDIA_FFMPEG
ARG CARGO_BUILD_JOBS
ARG RUNTIME_IMAGE="lmsysorg/sglang"
ARG RUNTIME_IMAGE_TAG="v0.5.7-runtime"
# SCCACHE configuration
ARG USE_SCCACHE
ARG SCCACHE_BUCKET=""
ARG SCCACHE_REGION=""
# NIXL configuration
ARG NIXL_UCX_REF
ARG NIXL_REF
ARG NIXL_GDRCOPY_REF
ARG NIXL_LIBFABRIC_REF
# Define general architecture ARGs for supporting both x86 and aarch64 builds.
# ARCH: Used for package suffixes (e.g., amd64, arm64)
# ARCH_ALT: Used for Rust targets, manylinux suffix (e.g., x86_64, aarch64)
#
# Default values are for x86/amd64:
# --build-arg ARCH=amd64 --build-arg ARCH_ALT=x86_64
#
# For arm64/aarch64, build with:
# --build-arg ARCH=arm64 --build-arg ARCH_ALT=aarch64
#
# NOTE: There isn't an easy way to define one of these values based on the other value
# without adding if statements everywhere, so just define both as ARGs for now.
ARG ARCH=amd64
ARG ARCH_ALT=x86_64
##################################
########## Base Image ############
##################################
FROM ${BASE_IMAGE}:${BASE_IMAGE_TAG} AS dynamo_base
ARG ARCH
ARG ARCH_ALT
USER root
WORKDIR /opt/dynamo
# Install uv package manager
COPY --from=ghcr.io/astral-sh/uv:latest /uv /uvx /bin/
# Install NATS server
ENV NATS_VERSION="v2.10.28"
RUN --mount=type=cache,target=/var/cache/apt \
wget --tries=3 --waitretry=5 https://github.com/nats-io/nats-server/releases/download/${NATS_VERSION}/nats-server-${NATS_VERSION}-${ARCH}.deb && \
dpkg -i nats-server-${NATS_VERSION}-${ARCH}.deb && rm nats-server-${NATS_VERSION}-${ARCH}.deb
# Install etcd
ENV ETCD_VERSION="v3.5.21"
RUN wget --tries=3 --waitretry=5 https://github.com/etcd-io/etcd/releases/download/$ETCD_VERSION/etcd-$ETCD_VERSION-linux-${ARCH}.tar.gz -O /tmp/etcd.tar.gz && \
mkdir -p /usr/local/bin/etcd && \
tar -xvf /tmp/etcd.tar.gz -C /usr/local/bin/etcd --strip-components=1 && \
rm /tmp/etcd.tar.gz
ENV PATH=/usr/local/bin/etcd/:$PATH
# Rust Setup
# Rust environment setup
ENV RUSTUP_HOME=/usr/local/rustup \
CARGO_HOME=/usr/local/cargo \
PATH=/usr/local/cargo/bin:$PATH \
RUST_VERSION=1.90.0
# Define Rust target based on ARCH_ALT ARG
ARG RUSTARCH=${ARCH_ALT}-unknown-linux-gnu
# Install Rust
RUN wget --tries=3 --waitretry=5 "https://static.rust-lang.org/rustup/archive/1.28.1/${RUSTARCH}/rustup-init" && \
chmod +x rustup-init && \
./rustup-init -y --no-modify-path --profile minimal --default-toolchain $RUST_VERSION --default-host ${RUSTARCH} && \
rm rustup-init && \
chmod -R a+w $RUSTUP_HOME $CARGO_HOME
##################################
##### Wheel Build Image ##########
##################################
# Redeclare ARCH_ALT ARG so it's available for interpolation in the FROM instruction
ARG ARCH_ALT
FROM quay.io/pypa/manylinux_2_28_${ARCH_ALT} AS wheel_builder
# Redeclare ARGs for this stage
ARG ARCH
ARG ARCH_ALT
ARG CARGO_BUILD_JOBS
WORKDIR /workspace
# Copy CUDA from base stage
COPY --from=dynamo_base /usr/local/cuda /usr/local/cuda
COPY --from=dynamo_base /etc/ld.so.conf.d/hpcx.conf /etc/ld.so.conf.d/hpcx.conf
# Set environment variables first so they can be used in COPY commands
ENV CARGO_BUILD_JOBS=${CARGO_BUILD_JOBS:-16} \
RUSTUP_HOME=/usr/local/rustup \
CARGO_HOME=/usr/local/cargo \
CARGO_TARGET_DIR=/opt/dynamo/target \
PATH=/usr/local/cargo/bin:$PATH
# Copy artifacts from base stage
COPY --from=dynamo_base $RUSTUP_HOME $RUSTUP_HOME
COPY --from=dynamo_base $CARGO_HOME $CARGO_HOME
# Install system dependencies
RUN yum groupinstall -y 'Development Tools' && \
dnf install -y almalinux-release-synergy && \
dnf config-manager --set-enabled powertools && \
dnf install -y \
# Build tools
cmake \
ninja-build \
clang-devel \
# Install GCC toolset 14 (CUDA compatible, max version 14)
gcc-toolset-14-gcc \
gcc-toolset-14-gcc-c++ \
gcc-toolset-14-binutils \
flex \
wget \
# Kernel module build dependencies
dkms \
# Protobuf support
protobuf-compiler \
# RDMA/InfiniBand support (required for UCX build with --with-verbs)
libibverbs \
libibverbs-devel \
rdma-core \
rdma-core-devel \
libibumad \
libibumad-devel \
librdmacm-devel \
numactl-devel \
# Libfabric support
hwloc \
hwloc-devel
# Set GCC toolset 14 as the default compiler (CUDA requires GCC <= 14)
ENV PATH="/opt/rh/gcc-toolset-14/root/usr/bin:${PATH}" \
LD_LIBRARY_PATH="/opt/rh/gcc-toolset-14/root/usr/lib64:${LD_LIBRARY_PATH}" \
CC="/opt/rh/gcc-toolset-14/root/usr/bin/gcc" \
CXX="/opt/rh/gcc-toolset-14/root/usr/bin/g++"
# Ensure a modern protoc is available (required for --experimental_allow_proto3_optional)
RUN set -eux; \
PROTOC_VERSION=25.3; \
case "${ARCH_ALT}" in \
x86_64) PROTOC_ZIP="protoc-${PROTOC_VERSION}-linux-x86_64.zip" ;; \
aarch64) PROTOC_ZIP="protoc-${PROTOC_VERSION}-linux-aarch_64.zip" ;; \
*) echo "Unsupported architecture: ${ARCH_ALT}" >&2; exit 1 ;; \
esac; \
wget --tries=3 --waitretry=5 -O /tmp/protoc.zip "https://github.com/protocolbuffers/protobuf/releases/download/v${PROTOC_VERSION}/${PROTOC_ZIP}"; \
rm -f /usr/local/bin/protoc /usr/bin/protoc; \
unzip -o /tmp/protoc.zip -d /usr/local bin/protoc include/*; \
chmod +x /usr/local/bin/protoc; \
ln -s /usr/local/bin/protoc /usr/bin/protoc; \
protoc --version
# Point build tools explicitly at the modern protoc
ENV PROTOC=/usr/local/bin/protoc
ENV CUDA_PATH=/usr/local/cuda \
PATH=/usr/local/cuda/bin:$PATH \
LD_LIBRARY_PATH=/usr/local/cuda/lib64:/usr/local/lib:/usr/local/lib64:$LD_LIBRARY_PATH \
NVIDIA_DRIVER_CAPABILITIES=video,compute,utility
# Create virtual environment for building wheels
ARG PYTHON_VERSION
ENV VIRTUAL_ENV=/workspace/.venv
RUN uv venv ${VIRTUAL_ENV} --python $PYTHON_VERSION && \
uv pip install --upgrade meson pybind11 patchelf maturin[patchelf] tomlkit
ARG NIXL_UCX_REF
ARG NIXL_REF
ARG NIXL_GDRCOPY_REF
# Build and install gdrcopy
RUN git clone --depth 1 --branch ${NIXL_GDRCOPY_REF} https://github.com/NVIDIA/gdrcopy.git && \
cd gdrcopy/packages && \
CUDA=/usr/local/cuda ./build-rpm-packages.sh && \
rpm -Uvh gdrcopy-kmod-*.el8.noarch.rpm && \
rpm -Uvh gdrcopy-*.el8.${ARCH_ALT}.rpm && \
rpm -Uvh gdrcopy-devel-*.el8.noarch.rpm
# Install SCCACHE if requested
ARG USE_SCCACHE
ARG SCCACHE_BUCKET
ARG SCCACHE_REGION
COPY container/use-sccache.sh /tmp/use-sccache.sh
RUN if [ "$USE_SCCACHE" = "true" ]; then \
/tmp/use-sccache.sh install; \
fi
# Set SCCACHE environment variables
ENV SCCACHE_BUCKET=${USE_SCCACHE:+${SCCACHE_BUCKET}} \
SCCACHE_REGION=${USE_SCCACHE:+${SCCACHE_REGION}}
# Build FFmpeg from source
# Do not delete the source tarball for legal reasons
ARG FFMPEG_VERSION=7.1
RUN --mount=type=secret,id=aws-key-id,env=AWS_ACCESS_KEY_ID \
--mount=type=secret,id=aws-secret-id,env=AWS_SECRET_ACCESS_KEY \
if [ "$ENABLE_MEDIA_FFMPEG" = "true" ]; then \
export SCCACHE_S3_KEY_PREFIX=${SCCACHE_S3_KEY_PREFIX:-${ARCH}} && \
if [ "$USE_SCCACHE" = "true" ]; then \
export CMAKE_C_COMPILER_LAUNCHER="sccache" && \
export CMAKE_CXX_COMPILER_LAUNCHER="sccache" && \
export RUSTC_WRAPPER="sccache"; \
fi && \
dnf install -y pkg-config && \
cd /tmp && \
curl -LO https://ffmpeg.org/releases/ffmpeg-${FFMPEG_VERSION}.tar.xz && \
tar xf ffmpeg-${FFMPEG_VERSION}.tar.xz && \
cd ffmpeg-${FFMPEG_VERSION} && \
./configure \
--prefix=/usr/local \
--disable-gpl \
--disable-nonfree \
--disable-programs \
--disable-doc \
--disable-static \
--disable-x86asm \
--disable-postproc \
--disable-network \
--disable-encoders \
--disable-muxers \
--disable-bsfs \
--disable-devices \
--disable-libdrm \
--enable-shared && \
make -j$(nproc) && \
make install && \
/tmp/use-sccache.sh show-stats "FFMPEG" && \
ldconfig && \
mkdir -p /usr/local/src/ffmpeg && \
mv /tmp/ffmpeg-${FFMPEG_VERSION}* /usr/local/src/ffmpeg/; \
fi
# Build and install UCX
RUN --mount=type=secret,id=aws-key-id,env=AWS_ACCESS_KEY_ID \
--mount=type=secret,id=aws-secret-id,env=AWS_SECRET_ACCESS_KEY \
export SCCACHE_S3_KEY_PREFIX="${SCCACHE_S3_KEY_PREFIX:-${ARCH}}" && \
if [ "$USE_SCCACHE" = "true" ]; then \
export CMAKE_C_COMPILER_LAUNCHER="sccache" && \
export CMAKE_CXX_COMPILER_LAUNCHER="sccache" && \
export CMAKE_CUDA_COMPILER_LAUNCHER="sccache"; \
fi && \
cd /usr/local/src && \
git clone https://github.com/openucx/ucx.git && \
cd ucx && \
git checkout $NIXL_UCX_REF && \
./autogen.sh && \
./contrib/configure-release \
--prefix=/usr/local/ucx \
--enable-shared \
--disable-static \
--disable-doxygen-doc \
--enable-optimizations \
--enable-cma \
--enable-devel-headers \
--with-cuda=/usr/local/cuda \
--with-verbs \
--with-dm \
--with-gdrcopy=/usr/local \
--with-efa \
--enable-mt && \
make -j && \
make -j install-strip && \
/tmp/use-sccache.sh show-stats "UCX" && \
echo "/usr/local/ucx/lib" > /etc/ld.so.conf.d/ucx.conf && \
echo "/usr/local/ucx/lib/ucx" >> /etc/ld.so.conf.d/ucx.conf && \
ldconfig
ARG NIXL_LIBFABRIC_REF
RUN --mount=type=secret,id=aws-key-id,env=AWS_ACCESS_KEY_ID \
--mount=type=secret,id=aws-secret-id,env=AWS_SECRET_ACCESS_KEY \
export SCCACHE_S3_KEY_PREFIX="${SCCACHE_S3_KEY_PREFIX:-${ARCH}}" && \
if [ "$USE_SCCACHE" = "true" ]; then \
export CMAKE_C_COMPILER_LAUNCHER="sccache" && \
export CMAKE_CXX_COMPILER_LAUNCHER="sccache" && \
export CMAKE_CUDA_COMPILER_LAUNCHER="sccache"; \
fi && \
cd /usr/local/src && \
git clone https://github.com/ofiwg/libfabric.git && \
cd libfabric && \
git checkout $NIXL_LIBFABRIC_REF && \
./autogen.sh && \
./configure --prefix="/usr/local/libfabric" \
--disable-verbs \
--disable-psm3 \
--disable-opx \
--disable-usnic \
--disable-rstream \
--enable-efa \
--with-cuda=/usr/local/cuda \
--enable-cuda-dlopen \
--with-gdrcopy \
--enable-gdrcopy-dlopen && \
make -j$(nproc) && \
make install && \
/tmp/use-sccache.sh show-stats "LIBFABRIC" && \
echo "/usr/local/libfabric/lib" > /etc/ld.so.conf.d/libfabric.conf && \
ldconfig
# build and install nixl
RUN --mount=type=secret,id=aws-key-id,env=AWS_ACCESS_KEY_ID \
--mount=type=secret,id=aws-secret-id,env=AWS_SECRET_ACCESS_KEY \
export SCCACHE_S3_KEY_PREFIX="${SCCACHE_S3_KEY_PREFIX:-${ARCH}}" && \
if [ "$USE_SCCACHE" = "true" ]; then \
export CMAKE_C_COMPILER_LAUNCHER="sccache" && \
export CMAKE_CXX_COMPILER_LAUNCHER="sccache" && \
export CMAKE_CUDA_COMPILER_LAUNCHER="sccache"; \
fi && \
source ${VIRTUAL_ENV}/bin/activate && \
git clone "https://github.com/ai-dynamo/nixl.git" && \
cd nixl && \
git checkout ${NIXL_REF} && \
CUDA_MAJOR=$(nvcc --version | grep -Eo 'release [0-9]+\.[0-9]+' | cut -d' ' -f2 | cut -d'.' -f1) && \
if [ "$CUDA_MAJOR" -ne 12 ] && [ "$CUDA_MAJOR" -ne 13 ]; then \
echo "Invalid CUDA_MAJOR: '$CUDA_MAJOR'" && \
exit 1; \
fi && \
PKG_NAME="nixl-cu${CUDA_MAJOR}" && \
./contrib/tomlutil.py --wheel-name $PKG_NAME pyproject.toml && \
mkdir build && \
meson setup build/ --prefix=/opt/nvidia/nvda_nixl --buildtype=release \
-Dcudapath_lib="/usr/local/cuda/lib64" \
-Dcudapath_inc="/usr/local/cuda/include" \
-Ducx_path="/usr/local/ucx" \
-Dlibfabric_path="/usr/local/libfabric" && \
cd build && \
ninja && \
ninja install && \
/tmp/use-sccache.sh show-stats "NIXL"
ENV NIXL_LIB_DIR=/opt/nvidia/nvda_nixl/lib64 \
NIXL_PLUGIN_DIR=/opt/nvidia/nvda_nixl/lib64/plugins \
NIXL_PREFIX=/opt/nvidia/nvda_nixl
ENV LD_LIBRARY_PATH=${NIXL_LIB_DIR}:${NIXL_PLUGIN_DIR}:/usr/local/ucx/lib:/usr/local/ucx/lib/ucx:${LD_LIBRARY_PATH}
RUN echo "$NIXL_LIB_DIR" > /etc/ld.so.conf.d/nixl.conf && \
echo "$NIXL_PLUGIN_DIR" >> /etc/ld.so.conf.d/nixl.conf && \
ldconfig
RUN --mount=type=secret,id=aws-key-id,env=AWS_ACCESS_KEY_ID \
--mount=type=secret,id=aws-secret-id,env=AWS_SECRET_ACCESS_KEY \
export SCCACHE_S3_KEY_PREFIX="${SCCACHE_S3_KEY_PREFIX:-${ARCH}}" && \
if [ "$USE_SCCACHE" = "true" ]; then \
export CMAKE_C_COMPILER_LAUNCHER="sccache" && \
export CMAKE_CXX_COMPILER_LAUNCHER="sccache" && \
export CMAKE_CUDA_COMPILER_LAUNCHER="sccache"; \
fi && \
cd /workspace/nixl && \
uv build . --wheel --out-dir /opt/dynamo/dist/nixl --python $PYTHON_VERSION
# Copy source code (order matters for layer caching)
COPY pyproject.toml README.md LICENSE Cargo.toml Cargo.lock rust-toolchain.toml hatch_build.py /opt/dynamo/
COPY launch/ /opt/dynamo/launch/
COPY lib/ /opt/dynamo/lib/
COPY components/ /opt/dynamo/components/
# Build dynamo wheels
ARG ENABLE_KVBM
RUN --mount=type=secret,id=aws-key-id,env=AWS_ACCESS_KEY_ID \
--mount=type=secret,id=aws-secret-id,env=AWS_SECRET_ACCESS_KEY \
export SCCACHE_S3_KEY_PREFIX=${SCCACHE_S3_KEY_PREFIX:-${ARCH}} && \
if [ "$USE_SCCACHE" = "true" ]; then \
export CMAKE_C_COMPILER_LAUNCHER="sccache" && \
export CMAKE_CXX_COMPILER_LAUNCHER="sccache" && \
export RUSTC_WRAPPER="sccache"; \
fi && \
source ${VIRTUAL_ENV}/bin/activate && \
cd /opt/dynamo && \
uv build --wheel --out-dir /opt/dynamo/dist && \
cd /opt/dynamo/lib/bindings/python && \
FEATURES=""; \
if [ "$ENABLE_MEDIA_NIXL" = "true" ]; then \
FEATURES="$FEATURES dynamo-llm/media-nixl"; \
fi; \
if [ "$ENABLE_MEDIA_FFMPEG" = "true" ]; then \
FEATURES="$FEATURES media-ffmpeg"; \
fi; \
if [ -n "$FEATURES" ]; then \
maturin build --release --features "$FEATURES" --out /opt/dynamo/dist; \
else \
maturin build --release --out /opt/dynamo/dist; \
fi && \
if [ "$ENABLE_KVBM" = "true" ]; then \
cd /opt/dynamo/lib/bindings/kvbm && \
maturin build --release --out target/wheels && \
auditwheel repair \
--exclude libnixl.so \
--exclude libnixl_build.so \
--exclude libnixl_common.so \
--plat manylinux_2_28_${ARCH_ALT} \
--wheel-dir /opt/dynamo/dist \
target/wheels/*.whl; \
fi && \
/tmp/use-sccache.sh show-stats "Dynamo"
# Build gpu_memory_service wheel (C++ extension only needs Python headers, no CUDA/torch)
ARG ENABLE_GPU_MEMORY_SERVICE
RUN if [ "$ENABLE_GPU_MEMORY_SERVICE" = "true" ]; then \
source ${VIRTUAL_ENV}/bin/activate && \
uv build --wheel --out-dir /opt/dynamo/dist /opt/dynamo/lib/gpu_memory_service; \
fi
##################################
########## Runtime Image #########
##################################
FROM ${RUNTIME_IMAGE}:${RUNTIME_IMAGE_TAG} AS runtime
# cleanup unnecessary libs
RUN apt remove -y python3-apt &&\
pip uninstall -y termplotlib
# This ARG is still utilized for SGLANG Version extraction
ARG RUNTIME_IMAGE_TAG
WORKDIR /workspace
# Install NATS and ETCD
COPY --from=dynamo_base /usr/bin/nats-server /usr/bin/nats-server
COPY --from=dynamo_base /usr/local/bin/etcd/ /usr/local/bin/etcd/
ENV PATH=/usr/local/bin/etcd:$PATH
# Create dynamo user with group 0 for OpenShift compatibility
RUN userdel -r ubuntu > /dev/null 2>&1 || true \
&& useradd -m -s /bin/bash -g 0 dynamo \
&& [ `id -u dynamo` -eq 1000 ] \
&& mkdir -p /home/dynamo/.cache /opt/dynamo \
# Non-recursive chown - only the directories themselves, not contents
&& chown dynamo:0 /home/dynamo /home/dynamo/.cache /opt/dynamo /workspace \
# No chmod needed: umask 002 handles new files, COPY --chmod handles copied content
# Set umask globally for all subsequent RUN commands (must be done as root before USER dynamo)
# NOTE: Setting ENV UMASK=002 does NOT work - umask is a shell builtin, not an environment variable
&& mkdir -p /etc/profile.d && echo 'umask 002' > /etc/profile.d/00-umask.sh
RUN apt-get update && \
DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
# required for verification of GPG keys
gnupg2 \
&& apt-get clean \
&& rm -rf /var/lib/apt/lists/*
# Copy attribution files
COPY --chmod=664 --chown=dynamo:0 ATTRIBUTION* LICENSE /workspace/
# Copy ffmpeg
RUN --mount=type=bind,from=wheel_builder,source=/usr/local/,target=/tmp/usr/local/ \
cp -rnL /tmp/usr/local/include/libav* /tmp/usr/local/include/libsw* /usr/local/include/; \
cp -nL /tmp/usr/local/lib/libav*.so /tmp/usr/local/lib/libsw*.so /usr/local/lib/; \
cp -nL /tmp/usr/local/lib/pkgconfig/libav*.pc /tmp/usr/local/lib/pkgconfig/libsw*.pc /usr/lib/pkgconfig/; \
cp -r /tmp/usr/local/src/ffmpeg /usr/local/src/; \
true # in case ffmpeg not enabled
# Pattern: COPY --chmod=775 <path>; chmod g+w <path> done later as root because COPY --chmod only affects <path>/*, not <path>
COPY --chmod=775 --chown=dynamo:0 benchmarks/ /workspace/benchmarks/
COPY --chmod=775 --chown=dynamo:0 --from=wheel_builder /opt/dynamo/dist/*.whl /opt/dynamo/wheelhouse/
COPY --chmod=775 --chown=dynamo:0 --from=wheel_builder /opt/dynamo/dist/nixl/ /opt/dynamo/wheelhouse/nixl/
COPY --chmod=775 --chown=dynamo:0 --from=wheel_builder /workspace/nixl/build/src/bindings/python/nixl-meta/nixl-*.whl /opt/dynamo/wheelhouse/nixl/
ENV SGLANG_VERSION="${RUNTIME_IMAGE_TAG%%-*}"
# Install packages as root to ensure they go to system location (/usr/local/lib/python3.12/dist-packages)
ARG ENABLE_GPU_MEMORY_SERVICE
RUN --mount=type=bind,source=.,target=/mnt/local_src \
pip install --no-cache-dir --break-system-packages \
/opt/dynamo/wheelhouse/ai_dynamo_runtime*.whl \
/opt/dynamo/wheelhouse/ai_dynamo*any.whl \
/opt/dynamo/wheelhouse/nixl/nixl*.whl \
sglang==${SGLANG_VERSION} && \
if [ "${ENABLE_GPU_MEMORY_SERVICE}" = "true" ]; then \
GMS_WHEEL=$(ls /opt/dynamo/wheelhouse/gpu_memory_service*.whl 2>/dev/null | head -1); \
if [ -z "$GMS_WHEEL" ]; then \
echo "ERROR: ENABLE_GPU_MEMORY_SERVICE is true but no gpu_memory_service wheel found in wheelhouse" >&2; \
exit 1; \
fi; \
pip install --no-cache-dir --break-system-packages "$GMS_WHEEL"; \
fi
# Install common and test dependencies as root
RUN --mount=type=bind,source=.,target=/mnt/local_src \
pip install --no-cache-dir --break-system-packages \
--requirement /mnt/local_src/container/deps/requirements.txt \
--requirement /mnt/local_src/container/deps/requirements.test.txt \
sglang==${SGLANG_VERSION} && \
cd /workspace/benchmarks && \
pip install --break-system-packages --no-cache . && \
#TODO: Temporary change until upstream sglang runtime image is updated
pip install --no-cache-dir --break-system-packages "urllib3>=2.6.3" && \
# pip/uv bypasses umask when creating .egg-info files, but chmod -R is fast here (small directory)
chmod -R g+w /workspace/benchmarks && \
# Install NVIDIA packages based on CUDA version
CUDA_MAJOR=$(nvcc --version | egrep -o 'cuda_[0-9]+' | cut -d_ -f2) && \
if [ "$CUDA_MAJOR" = "12" ]; then \
# Install NVIDIA packages that are needed for DeepEP to work properly
# This is done in the upstream runtime image too, but these packages are overridden in earlier commands
pip install --no-cache-dir --break-system-packages --force-reinstall --no-deps \
nvidia-nccl-cu12==2.28.3 \
nvidia-cudnn-cu12==9.16.0.29 \
nvidia-cutlass-dsl==4.3.0; \
elif [ "$CUDA_MAJOR" = "13" ]; then \
# CUDA 13: Install CuDNN for PyTorch 2.9.1 compatibility
pip install --no-cache-dir --break-system-packages --force-reinstall --no-deps \
nvidia-nccl-cu13==2.28.3 \
nvidia-cublas==13.1.0.3 \
nvidia-cutlass-dsl==4.3.1 \
nvidia-cudnn-cu13==9.16.0.29; \
fi
# Switch back to dynamo user after package installations
USER dynamo
# Copy tests, deploy and components for CI with correct ownership
# Pattern: COPY --chmod=775 <path>; chmod g+w <path> done later as root because COPY --chmod only affects <path>/*, not <path>
COPY --chmod=775 --chown=dynamo:0 tests /workspace/tests
COPY --chmod=775 --chown=dynamo:0 examples /workspace/examples
COPY --chmod=775 --chown=dynamo:0 deploy /workspace/deploy
COPY --chmod=775 --chown=dynamo:0 components/ /workspace/components/
COPY --chmod=775 --chown=dynamo:0 recipes/ /workspace/recipes/
# Enable forceful shutdown of inflight requests
ENV SGLANG_FORCE_SHUTDOWN=1
# Setup launch banner in common directory accessible to all users
RUN --mount=type=bind,source=./container/launch_message/runtime.txt,target=/opt/dynamo/launch_message.txt \
sed '/^#\s/d' /opt/dynamo/launch_message.txt > /opt/dynamo/.launch_screen
# Our scripting assumes /workspace is where dynamo is located
# In order to maintain the ability to have sglang and dynamo
# in the same workspace, symlink /workspace to /sgl-workspace/dynamo
USER root
# Fix directory permissions: COPY --chmod only affects contents, not the directory itself
RUN chmod 755 /opt/dynamo/.launch_screen && \
echo 'cat /opt/dynamo/.launch_screen' >> /etc/bash.bashrc && \
ln -s /workspace /sgl-workspace/dynamo
USER dynamo
ARG DYNAMO_COMMIT_SHA
ENV DYNAMO_COMMIT_SHA=${DYNAMO_COMMIT_SHA}
ENTRYPOINT ["/opt/nvidia/nvidia_entrypoint.sh"]
CMD []