logo
ghcr.io/kubeflow/kfp-visualization-server:2.18.0
linux/amd64 ghcr.io seresai 贡献

这是一个Kubeflow Pipelines可视化服务器的Docker镜像。

它提供了一个Web界面,用于可视化Kubeflow Pipelines运行的流程图,方便用户监控和管理其机器学习工作流程。

17
浏览次数
2.88GB
镜像大小
国内镜像
swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/kfp-visualization-server:2.18.0
源镜像
ghcr.io/kubeflow/kfp-visualization-server:2.18.0
镜像ID
sha256:903521c61e569bf56dfbd77b663cdbd89157f8c08133860a9ff50ceb4ecd10fb
镜像 TAG
2.18.0
镜像大小
2.88GB
平台架构
linux/amd64
镜像源
ghcr.io
CMD
启动入口
python3 server.py
工作目录
/src
OS/平台
linux/amd64
镜像创建
2026-10-28T01:17:37.294056132Z
同步时间
2026-11-10 14:20
浏览量
17 次
贡献者
avatar seresai
⚙️ 环境变量 5
KeyValue
PATH=/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=3.11.18 3
PYTHON_SHA256=9120e0a653868f6e3698d36cdd99e5a58903ec9469e448f21d98f7b16d8fa290 4
🏷️ 镜像标签 8
KeyValue
2026-10-28T01:16:28.638Z org.opencontainers.image.created
Machine Learning Pipelines for Kubeflow org.opencontainers.image.description
Apache-2.0 org.opencontainers.image.licenses
555bfa60a70da88c594960bdacfd78fa7c061043 org.opencontainers.image.revision
https://github.com/kubeflow/pipelines org.opencontainers.image.source
pipelines org.opencontainers.image.title
https://github.com/kubeflow/pipelines org.opencontainers.image.url
2.18.0 org.opencontainers.image.version

Docker拉取命令

docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/kfp-visualization-server:2.18.0
docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/kfp-visualization-server:2.18.0  ghcr.io/kubeflow/kfp-visualization-server:2.18.0

Containerd拉取命令

ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/kfp-visualization-server:2.18.0
ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/kfp-visualization-server:2.18.0  ghcr.io/kubeflow/kfp-visualization-server:2.18.0

Shell快速替换命令

sed -i 's#ghcr.io/kubeflow/kfp-visualization-server:2.18.0#swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/kfp-visualization-server:2.18.0#' deployment.yaml

Ansible快速分发-Docker

#ansible k8s -m shell -a 'docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/kfp-visualization-server:2.18.0 && docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/kfp-visualization-server:2.18.0  ghcr.io/kubeflow/kfp-visualization-server:2.18.0'

Ansible快速分发-Containerd

#ansible k8s -m shell -a 'ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/kfp-visualization-server:2.18.0 && ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/kfp-visualization-server:2.18.0  ghcr.io/kubeflow/kfp-visualization-server:2.18.0'

镜像构建历史


# 2026-10-28 09:17:37  0.00B 配置容器启动时运行的命令
ENTRYPOINT ["python3" "server.py"]
                        
# 2026-10-28 09:17:37  51.65KB 复制新文件或目录到容器中
COPY backend/src/apiserver/visualization /src # buildkit
                        
# 2026-10-28 09:17:36  2.75GB 执行命令并创建新的镜像层
RUN /bin/sh -c python3 -m pip install --no-cache-dir --upgrade pip setuptools wheel   && python3 -m pip install -r requirements.txt --no-cache-dir   && python3 -m pip uninstall --yes pip   && rm -rf /usr/local/lib/python3.11/ensurepip   && python3 -c "import importlib.util; assert importlib.util.find_spec('pip') is None; assert importlib.util.find_spec('ensurepip') is None" # buildkit
                        
# 2026-10-28 09:16:35  8.25KB 复制新文件或目录到容器中
COPY backend/src/apiserver/visualization/requirements.txt /src # buildkit
                        
# 2026-10-28 09:16:35  0.00B 设置工作目录为/src
WORKDIR /src
                        
# 2026-10-28 09:16:35  0.00B 执行命令并创建新的镜像层
RUN /bin/sh -c apt-get update   && apt-get upgrade -y   && rm -rf /var/lib/apt/lists/* # buildkit
                        
# 2026-10-27 06:58:53  0.00B 设置默认要执行的命令
CMD ["python3"]
                        
# 2026-10-27 06:58:53  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
                        
# 2026-10-27 06:58:53  42.44MB 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; 	apt-get dist-clean; 		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
                        
# 2026-10-27 06:39:54  0.00B 设置环境变量 PYTHON_SHA256
ENV PYTHON_SHA256=9120e0a653868f6e3698d36cdd99e5a58903ec9469e448f21d98f7b16d8fa290
                        
# 2026-10-27 06:39:54  0.00B 设置环境变量 PYTHON_VERSION
ENV PYTHON_VERSION=3.11.18
                        
# 2026-10-27 06:39:54  0.00B 设置环境变量 GPG_KEY
ENV GPG_KEY=A035C8C19219BA821ECEA86B64E628F8D684696D
                        
# 2026-10-27 06:39:54  4.76MB 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 	; 	apt-get dist-clean # buildkit
                        
# 2026-10-27 06:39:54  0.00B 设置环境变量 LANG
ENV LANG=C.UTF-8
                        
# 2026-10-27 06:39:54  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
                        
# 2026-10-21 05:32:55  78.82MB 
# debian.sh --arch 'amd64' out/ 'trixie' '@1792531975'
                        
                    

镜像信息

{
    "Id": "sha256:903521c61e569bf56dfbd77b663cdbd89157f8c08133860a9ff50ceb4ecd10fb",
    "RepoTags": [
        "ghcr.io/kubeflow/kfp-visualization-server:2.18.0",
        "swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/kfp-visualization-server:2.18.0"
    ],
    "RepoDigests": [
        "ghcr.io/kubeflow/kfp-visualization-server@sha256:09bc9589eb2310339a6c4633d376379c03580d19c2f2709fc077ef8557c5e878",
        "swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/kfp-visualization-server@sha256:90b86ba29b0c171b04b966eceb8cedfa8cd0f5f55198d41dc3f5bb182af3b0b5"
    ],
    "Parent": "",
    "Comment": "buildkit.dockerfile.v0",
    "Created": "2026-10-28T01:17:37.294056132Z",
    "Container": "",
    "ContainerConfig": null,
    "DockerVersion": "",
    "Author": "",
    "Config": {
        "Hostname": "",
        "Domainname": "",
        "User": "",
        "AttachStdin": false,
        "AttachStdout": false,
        "AttachStderr": false,
        "Tty": false,
        "OpenStdin": false,
        "StdinOnce": false,
        "Env": [
            "PATH=/usr/local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin",
            "LANG=C.UTF-8",
            "GPG_KEY=A035C8C19219BA821ECEA86B64E628F8D684696D",
            "PYTHON_VERSION=3.11.18",
            "PYTHON_SHA256=9120e0a653868f6e3698d36cdd99e5a58903ec9469e448f21d98f7b16d8fa290"
        ],
        "Cmd": null,
        "Image": "",
        "Volumes": null,
        "WorkingDir": "/src",
        "Entrypoint": [
            "python3",
            "server.py"
        ],
        "OnBuild": null,
        "Labels": {
            "org.opencontainers.image.created": "2026-10-28T01:16:28.638Z",
            "org.opencontainers.image.description": "Machine Learning Pipelines for Kubeflow",
            "org.opencontainers.image.licenses": "Apache-2.0",
            "org.opencontainers.image.revision": "555bfa60a70da88c594960bdacfd78fa7c061043",
            "org.opencontainers.image.source": "https://github.com/kubeflow/pipelines",
            "org.opencontainers.image.title": "pipelines",
            "org.opencontainers.image.url": "https://github.com/kubeflow/pipelines",
            "org.opencontainers.image.version": "2.18.0"
        }
    },
    "Architecture": "amd64",
    "Os": "linux",
    "Size": 2879496958,
    "GraphDriver": {
        "Data": {
            "LowerDir": "/var/lib/docker/overlay2/a7b4c2630c9b117d1e6f9e2766a7bb783b55d7cc6ec64a33db7738d942df5a6f/diff:/var/lib/docker/overlay2/d59b28045a45273849e033cc579699f6f358a9f38491684419767aa7734f510e/diff:/var/lib/docker/overlay2/f825804716088d1c10f4af1f7ab61ec1f85ce1fbaa39bd058b3cdc04cccb747c/diff:/var/lib/docker/overlay2/38c5c5dba36455161f459feec9dcaab374456f3889fde2d07716279bf069ad82/diff:/var/lib/docker/overlay2/a592cf7aa3f6cf0d2f245c40b264869c06cbb96cb34e8c4902d738068686ab3d/diff:/var/lib/docker/overlay2/8640278e7702895b5436f0a0dd1eef726d0a3663e437ebae115099c5bd1367da/diff:/var/lib/docker/overlay2/387159ae9a520214316ba0d84f4a942d35dc9163baa8398c1c9e3047b4deee88/diff:/var/lib/docker/overlay2/6acc637907c89b13f6c7e6cb980b844c1d498eb55c1eefb356b50549fe706a10/diff",
            "MergedDir": "/var/lib/docker/overlay2/a0f6c10ce6d256faf1feb833f0a415380c2cb1ec693ed3babaafc12ae1dd4ce3/merged",
            "UpperDir": "/var/lib/docker/overlay2/a0f6c10ce6d256faf1feb833f0a415380c2cb1ec693ed3babaafc12ae1dd4ce3/diff",
            "WorkDir": "/var/lib/docker/overlay2/a0f6c10ce6d256faf1feb833f0a415380c2cb1ec693ed3babaafc12ae1dd4ce3/work"
        },
        "Name": "overlay2"
    },
    "RootFS": {
        "Type": "layers",
        "Layers": [
            "sha256:a70f6272827f64e1427d048ced77491aab5d64ab95725e56920802ff391197d7",
            "sha256:cc28e9b8727bd558eb76d69889c971452f06f6f6c91bb2e56b786e46e276de0f",
            "sha256:c8624fffa1d06e06d3bc5dcc16e8da97838cd0279166bda3a2086e48d9d6c5bc",
            "sha256:95e5c677aa457a1c20a4e8cebe2559c1d572003dfb9ad923e260ae20c09a9195",
            "sha256:242ba4ef52ec3a645099a20c58289f90b9e24ff6a66e58f75cfb4f21aa076576",
            "sha256:53639505b170244d65c92899fd1b2ea42cffb9e62074a1ec274d7e00b9f7704a",
            "sha256:47a5b7735b300ac4d664658653ced9129e8fc46f664b176287157a567fccb607",
            "sha256:c02b99bbeaa04de20fdd640e21d7e54a5adfbe88cd0144f2c8434e6687adc26e",
            "sha256:53f83deddbfd51c1859d877c6bc583277d2565b382a6472ad301e38828117e0b"
        ]
    },
    "Metadata": {
        "LastTagTime": "2026-11-10T14:18:43.13014642+08:00"
    }
}

更多版本

ghcr.io/kubeflow/kfp-visualization-server:2.15.0

linux/amd64 ghcr.io4.45GB2026-01-09 13:54
424

ghcr.io/kubeflow/kfp-visualization-server:2.16.0

linux/amd64 ghcr.io3.18GB2026-03-24 16:20
359

ghcr.io/kubeflow/kfp-visualization-server:2.17.0

linux/amd64 ghcr.io3.66GB2026-07-15 17:55
141

ghcr.io/kubeflow/kfp-visualization-server:2.18.0

linux/amd64 ghcr.io2.88GB2026-11-10 14:20
16

ghcr.io/kubeflow/kfp-visualization-server:2.5.0

linux/amd64 ghcr.io4.74GB2025-05-28 09:18
463
检测到您正在使用广告拦截插件,本站为公益站点,依赖广告维持运转 🙏 查看如何关闭 ×