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docker.io/kserve/lgbserver:v0.21.0
linux/amd64 docker.io seresai 贡献

这是一个用于部署LightGBM模型的KServe服务器镜像。KServe是一个用于部署、管理和扩展机器学习模型的平台,而LightGBM则是一个快速、分布式、高效率的梯度提升机器学习框架。这个镜像将LightGBM模型封装在一个容器中,方便在Kubernetes等容器编排系统上部署和运行LightGBM模型进行预测。

16
浏览次数
614.78MB
镜像大小
国内镜像
swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kserve/lgbserver:v0.21.0
源镜像
docker.io/kserve/lgbserver:v0.21.0
镜像ID
sha256:417a67dcde7d179e70aef2c05083d2a6b7e43519aa6d042e3fcf969012012d17
镜像 TAG
v0.21.0
镜像大小
614.78MB
平台架构
linux/amd64
镜像源
docker.io
CMD
启动入口
python -m lgbserver
工作目录
OS/平台
linux/amd64
镜像创建
2026-09-24T20:52:01.993322759Z
同步时间
2026-11-10 13:45
浏览量
16 次
贡献者
avatar seresai
⚙️ 环境变量 7
KeyValue
PATH=/prod_venv/bin:/usr/local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin 0
LANG=C.UTF-8 1
GPG_KEY=A035C8C19219BA821ECEA86B64E628F8D684696D 2
PYTHON_VERSION=3.11.16 3
PYTHON_SHA256=91bcdebfdde239a003ae93738a7fce0f9230fee5c4bc2b86f6e6e8c6f98aabe8 4
VIRTUAL_ENV=/prod_venv 5
PYTHONPATH=/lgbserver 6

Docker拉取命令

docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kserve/lgbserver:v0.21.0
docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kserve/lgbserver:v0.21.0  docker.io/kserve/lgbserver:v0.21.0

Containerd拉取命令

ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kserve/lgbserver:v0.21.0
ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kserve/lgbserver:v0.21.0  docker.io/kserve/lgbserver:v0.21.0

Shell快速替换命令

sed -i 's#kserve/lgbserver:v0.21.0#swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kserve/lgbserver:v0.21.0#' deployment.yaml

Ansible快速分发-Docker

#ansible k8s -m shell -a 'docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kserve/lgbserver:v0.21.0 && docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kserve/lgbserver:v0.21.0  docker.io/kserve/lgbserver:v0.21.0'

Ansible快速分发-Containerd

#ansible k8s -m shell -a 'ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kserve/lgbserver:v0.21.0 && ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kserve/lgbserver:v0.21.0  docker.io/kserve/lgbserver:v0.21.0'

镜像构建历史


# 2026-09-25 04:52:01  0.00B 配置容器启动时运行的命令
ENTRYPOINT ["python" "-m" "lgbserver"]
                        
# 2026-09-25 04:52:01  0.00B 设置环境变量 PYTHONPATH
ENV PYTHONPATH=/lgbserver
                        
# 2026-09-25 04:52:01  0.00B 指定运行容器时使用的用户
USER 1000
                        
# 2026-09-25 04:52:01  876.21KB 复制新文件或目录到容器中
COPY lgbserver lgbserver # buildkit
                        
# 2026-09-25 04:52:01  649.33KB 复制新文件或目录到容器中
COPY storage storage # buildkit
                        
# 2026-09-25 04:52:01  6.77MB 复制新文件或目录到容器中
COPY kserve kserve # buildkit
                        
# 2026-09-25 04:52:01  475.55MB 复制新文件或目录到容器中
COPY --chown=kserve:kserve /prod_venv /prod_venv # buildkit
                        
# 2026-09-25 04:51:57  224.33KB 复制新文件或目录到容器中
COPY --chown=kserve:kserve third_party third_party # buildkit
                        
# 2026-09-25 04:51:26  8.91KB 执行命令并创建新的镜像层
RUN |1 VENV_PATH=/prod_venv /bin/sh -c useradd kserve -m -u 1000 -d /home/kserve # buildkit
                        
# 2026-09-25 04:51:26  0.00B 设置环境变量 PATH
ENV PATH=/prod_venv/bin:/usr/local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
                        
# 2026-09-25 04:51:26  0.00B 设置环境变量 VIRTUAL_ENV
ENV VIRTUAL_ENV=/prod_venv
                        
# 2026-09-25 04:51:26  0.00B 定义构建参数
ARG VENV_PATH=/prod_venv
                        
# 2026-09-25 04:51:26  696.23KB 执行命令并创建新的镜像层
RUN /bin/sh -c apt-get update && apt-get install -y --no-install-recommends     libgomp1 &&     apt-get clean &&     rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/* # buildkit
                        
# 2026-09-19 09:08:19  0.00B 设置默认要执行的命令
CMD ["python3"]
                        
# 2026-09-19 09:08:19  36.00B 执行命令并创建新的镜像层
RUN /bin/sh -c set -eux; 	for src in idle3 pip3 pydoc3 python3 python3-config; do 		dst="$(echo "$src" | tr -d 3)"; 		[ -s "/usr/local/bin/$src" ]; 		[ ! -e "/usr/local/bin/$dst" ]; 		ln -svT "$src" "/usr/local/bin/$dst"; 	done # buildkit
                        
# 2026-09-19 09:08:19  45.90MB 执行命令并创建新的镜像层
RUN /bin/sh -c set -eux; 		savedAptMark="$(apt-mark showmanual)"; 	apt-get update; 	apt-get install -y --no-install-recommends 		dpkg-dev 		g++ 		gcc 		gnupg 		libbluetooth-dev 		libbz2-dev 		libc6-dev 		libdb-dev 		libffi-dev 		libgdbm-dev 		liblzma-dev 		libncursesw5-dev 		libreadline-dev 		libsqlite3-dev 		libssl-dev 		make 		tk-dev 		uuid-dev 		wget 		xz-utils 		zlib1g-dev 	; 		wget -O python.tar.xz "https://www.python.org/ftp/python/${PYTHON_VERSION%%[a-z]*}/Python-$PYTHON_VERSION.tar.xz"; 	echo "$PYTHON_SHA256 *python.tar.xz" | sha256sum -c -; 	wget -O python.tar.xz.asc "https://www.python.org/ftp/python/${PYTHON_VERSION%%[a-z]*}/Python-$PYTHON_VERSION.tar.xz.asc"; 	GNUPGHOME="$(mktemp -d)"; export GNUPGHOME; 	gpg --batch --keyserver hkps://keys.openpgp.org --recv-keys "$GPG_KEY"; 	gpg --batch --verify python.tar.xz.asc python.tar.xz; 	gpgconf --kill all; 	rm -rf "$GNUPGHOME" python.tar.xz.asc; 	mkdir -p /usr/src/python; 	tar --extract --directory /usr/src/python --strip-components=1 --file python.tar.xz; 	rm python.tar.xz; 		cd /usr/src/python; 	gnuArch="$(dpkg-architecture --query DEB_BUILD_GNU_TYPE)"; 	./configure 		--build="$gnuArch" 		--enable-loadable-sqlite-extensions 		--enable-optimizations 		--enable-option-checking=fatal 		--enable-shared 		$(test "${gnuArch%%-*}" != 'riscv64' && echo '--with-lto') 		--with-ensurepip 	; 	nproc="$(nproc)"; 	EXTRA_CFLAGS="$(dpkg-buildflags --get CFLAGS)"; 	LDFLAGS="$(dpkg-buildflags --get LDFLAGS)"; 	LDFLAGS="${LDFLAGS:-} -Wl,--strip-all"; 	make -j "$nproc" 		"EXTRA_CFLAGS=${EXTRA_CFLAGS:-}" 		"LDFLAGS=${LDFLAGS:-}" 	; 	rm python; 	make -j "$nproc" 		"EXTRA_CFLAGS=${EXTRA_CFLAGS:-}" 		"LDFLAGS=${LDFLAGS:-} -Wl,-rpath='\$\$ORIGIN/../lib'" 		python 	; 	make install; 		cd /; 	rm -rf /usr/src/python; 		find /usr/local -depth 		\( 			\( -type d -a \( -name test -o -name tests -o -name idle_test \) \) 			-o \( -type f -a \( -name '*.pyc' -o -name '*.pyo' -o -name 'libpython*.a' \) \) 		\) -exec rm -rf '{}' + 	; 		ldconfig; 		apt-mark auto '.*' > /dev/null; 	apt-mark manual $savedAptMark; 	find /usr/local -type f -executable -not \( -name '*tkinter*' \) -exec ldd '{}' ';' 		| awk '/=>/ { so = $(NF-1); if (index(so, "/usr/local/") == 1) { next }; gsub("^/(usr/)?", "", so); printf "*%s\n", so }' 		| sort -u 		| xargs -rt dpkg-query --search 		| awk 'sub(":$", "", $1) { print $1 }' 		| sort -u 		| xargs -r apt-mark manual 	; 	apt-get purge -y --auto-remove -o APT::AutoRemove::RecommendsImportant=false; 	rm -rf /var/lib/apt/lists/*; 		export PYTHONDONTWRITEBYTECODE=1; 	python3 --version; 		pip3 install 		--disable-pip-version-check 		--no-cache-dir 		--no-compile 		'setuptools==79.0.1' 		'wheel==0.46.3' 	; 	pip3 --version # buildkit
                        
# 2026-09-19 08:59:46  0.00B 设置环境变量 PYTHON_SHA256
ENV PYTHON_SHA256=91bcdebfdde239a003ae93738a7fce0f9230fee5c4bc2b86f6e6e8c6f98aabe8
                        
# 2026-09-19 08:59:46  0.00B 设置环境变量 PYTHON_VERSION
ENV PYTHON_VERSION=3.11.16
                        
# 2026-09-19 08:59:46  0.00B 设置环境变量 GPG_KEY
ENV GPG_KEY=A035C8C19219BA821ECEA86B64E628F8D684696D
                        
# 2026-09-19 08:59:46  9.28MB 执行命令并创建新的镜像层
RUN /bin/sh -c set -eux; 	apt-get update; 	apt-get install -y --no-install-recommends 		ca-certificates 		netbase 		tzdata 	; 	rm -rf /var/lib/apt/lists/* # buildkit
                        
# 2026-09-19 08:59:46  0.00B 设置环境变量 LANG
ENV LANG=C.UTF-8
                        
# 2026-09-19 08:59:46  0.00B 设置环境变量 PATH
ENV PATH=/usr/local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
                        
# 2026-09-18 08:00:00  74.83MB 
# debian.sh --arch 'amd64' out/ 'bookworm' '@1789689600'
                        
                    

镜像信息

{
    "Id": "sha256:417a67dcde7d179e70aef2c05083d2a6b7e43519aa6d042e3fcf969012012d17",
    "RepoTags": [
        "kserve/lgbserver:v0.21.0",
        "swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kserve/lgbserver:v0.21.0"
    ],
    "RepoDigests": [
        "kserve/lgbserver@sha256:c7bcff67986abcc0da64783d7f98e690f8daf8bb5c95368f01c8af5e330c9dea",
        "swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kserve/lgbserver@sha256:638b080381854eb484383a6b4f11932af698f6607b0d932f21b42f0a207d0b64"
    ],
    "Parent": "",
    "Comment": "buildkit.dockerfile.v0",
    "Created": "2026-09-24T20:52:01.993322759Z",
    "Container": "",
    "ContainerConfig": null,
    "DockerVersion": "",
    "Author": "",
    "Config": {
        "Hostname": "",
        "Domainname": "",
        "User": "1000",
        "AttachStdin": false,
        "AttachStdout": false,
        "AttachStderr": false,
        "Tty": false,
        "OpenStdin": false,
        "StdinOnce": false,
        "Env": [
            "PATH=/prod_venv/bin:/usr/local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin",
            "LANG=C.UTF-8",
            "GPG_KEY=A035C8C19219BA821ECEA86B64E628F8D684696D",
            "PYTHON_VERSION=3.11.16",
            "PYTHON_SHA256=91bcdebfdde239a003ae93738a7fce0f9230fee5c4bc2b86f6e6e8c6f98aabe8",
            "VIRTUAL_ENV=/prod_venv",
            "PYTHONPATH=/lgbserver"
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        "Cmd": null,
        "Image": "",
        "Volumes": null,
        "WorkingDir": "",
        "Entrypoint": [
            "python",
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            "lgbserver"
        ],
        "OnBuild": null,
        "Labels": null
    },
    "Architecture": "amd64",
    "Os": "linux",
    "Size": 614781251,
    "GraphDriver": {
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    "RootFS": {
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    "Metadata": {
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    }
}

更多版本

docker.io/kserve/lgbserver:v0.15.0

linux/amd64 docker.io547.41MB2025-04-17 16:27
485

docker.io/kserve/lgbserver:v0.21.0

linux/amd64 docker.io614.78MB2026-11-10 13:45
15
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