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ghcr.io/kubeflow/kfp-visualization-server:2.17.0
linux/amd64 ghcr.io

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。

12
浏览次数
3.66GB
镜像大小
国内镜像
swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/kfp-visualization-server:2.17.0
源镜像
ghcr.io/kubeflow/kfp-visualization-server:2.17.0
镜像ID
sha256:7eb745d8a98ee1ac61025eacc218afb3de63636ad2b2b0ca7b16e0b0fdd3449a
镜像 TAG
2.17.0
镜像大小
3.66GB
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
2026-07-09T01:44:38.518336595Z
同步时间
2026-07-15 17:55
浏览量
12 次
贡献者
⚙️ 环境变量 5
KeyValue
PATH=/usr/local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/local/gcloud/google-cloud-sdk/bin 0
LANG=C.UTF-8 1
GPG_KEY=A035C8C19219BA821ECEA86B64E628F8D684696D 2
PYTHON_VERSION=3.11.15 3
PYTHON_SHA256=272179ddd9a2e41a0fc8e42e33dfbdca0b3711aa5abf372d3f2d51543d09b625 4
🏷️ 镜像标签 8
KeyValue
2026-07-09T01:43:22.575Z org.opencontainers.image.created
Machine Learning Pipelines for Kubeflow org.opencontainers.image.description
Apache-2.0 org.opencontainers.image.licenses
714d7e4a76085ff2cc107c4e26c18c38c14dbcaa 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
release-2.17 org.opencontainers.image.version
🛡️ 镜像安全扫描
debian 13.5 Trivy 2026-07-15 17:56 查看完整报告
109
低危 LOW
101
中危 MEDIUM
60
高危 HIGH
2
严重 CRITICAL
受影响目标 (6)
ghcr.io/kubeflow/kfp-visualization-server:2.17.0 (debian 13.5) debian Node.js node-pkg Python python-pkg usr/local/gcloud/google-cloud-sdk/bin/gcloud-crc32c gobinary /usr/local/gcloud/google-cloud-sdk/platform/gsutil/third_party/urllib3/dummyserver/certs/cacert.key /usr/local/gcloud/google-cloud-sdk/platform/gsutil/third_party/urllib3/dummyserver/certs/server.key

Docker拉取命令

docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/kfp-visualization-server:2.17.0
docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/kfp-visualization-server:2.17.0  ghcr.io/kubeflow/kfp-visualization-server:2.17.0

Containerd拉取命令

ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/kfp-visualization-server:2.17.0
ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/kfp-visualization-server:2.17.0  ghcr.io/kubeflow/kfp-visualization-server:2.17.0

Shell快速替换命令

sed -i 's#ghcr.io/kubeflow/kfp-visualization-server:2.17.0#swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/kfp-visualization-server:2.17.0#' 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:2.17.0 && docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/kfp-visualization-server:2.17.0  ghcr.io/kubeflow/kfp-visualization-server:2.17.0'

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:2.17.0 && ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/kfp-visualization-server:2.17.0  ghcr.io/kubeflow/kfp-visualization-server:2.17.0'

镜像构建历史


# 2026-07-09 09:44:38  0.00B 配置容器启动时运行的命令
ENTRYPOINT ["python3" "server.py"]
                        
# 2026-07-09 09:44:38  47.51KB 复制新文件或目录到容器中
COPY backend/src/apiserver/visualization /src # buildkit
                        
# 2026-07-09 09:44:38  2.71GB 执行命令并创建新的镜像层
RUN |2 CLOUD_SDK_VERSION=557.0.0 CLOUD_SDK_SHA256=6b048c0cb3057517a2a71e94a5a2a712fe7d30c6928f73e458bd5946187ca470 /bin/sh -c python3 -m pip install -r requirements.txt --no-cache-dir # buildkit
                        
# 2026-07-09 09:43:41  6.49KB 复制新文件或目录到容器中
COPY backend/src/apiserver/visualization/requirements.txt /src # buildkit
                        
# 2026-07-09 09:43:41  0.00B 设置工作目录为/src
WORKDIR /src
                        
# 2026-07-09 09:43:40  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:/usr/local/gcloud/google-cloud-sdk/bin
                        
# 2026-07-09 09:43:40  832.10MB 执行命令并创建新的镜像层
RUN |2 CLOUD_SDK_VERSION=557.0.0 CLOUD_SDK_SHA256=6b048c0cb3057517a2a71e94a5a2a712fe7d30c6928f73e458bd5946187ca470 /bin/sh -c apt-get update   && apt-get install -y --no-install-recommends wget curl tar openssl   && rm -rf /var/lib/apt/lists/*   && curl -fsSL "https://dl.google.com/dl/cloudsdk/channels/rapid/downloads/google-cloud-cli-${CLOUD_SDK_VERSION}-linux-x86_64.tar.gz"        -o /tmp/google-cloud-sdk.tar.gz   && echo "${CLOUD_SDK_SHA256}  /tmp/google-cloud-sdk.tar.gz" | sha256sum -c -   && mkdir -p /usr/local/gcloud   && tar -C /usr/local/gcloud -xf /tmp/google-cloud-sdk.tar.gz   && /usr/local/gcloud/google-cloud-sdk/install.sh   && rm /tmp/google-cloud-sdk.tar.gz # buildkit
                        
# 2026-07-09 09:43:40  0.00B 定义构建参数
ARG CLOUD_SDK_SHA256=6b048c0cb3057517a2a71e94a5a2a712fe7d30c6928f73e458bd5946187ca470
                        
# 2026-07-09 09:43:40  0.00B 定义构建参数
ARG CLOUD_SDK_VERSION=557.0.0
                        
# 2026-07-07 05:49:56  0.00B 设置默认要执行的命令
CMD ["python3"]
                        
# 2026-07-07 05:49:56  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
                        
# 2026-07-07 05:49:56  42.29MB 执行命令并创建新的镜像层
RUN /bin/sh -c set -eux; 		savedAptMark="$(apt-mark showmanual)"; 	apt-get update; 	apt-get install -y --no-install-recommends 		dpkg-dev 		gcc 		gnupg 		libbluetooth-dev 		libbz2-dev 		libc6-dev 		libdb-dev 		libffi-dev 		libgdbm-dev 		liblzma-dev 		libncursesw5-dev 		libreadline-dev 		libsqlite3-dev 		libssl-dev 		make 		tk-dev 		uuid-dev 		wget 		xz-utils 		zlib1g-dev 	; 		wget -O python.tar.xz "https://www.python.org/ftp/python/${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
                        
# 2026-07-07 05:42:21  0.00B 设置环境变量 PYTHON_SHA256
ENV PYTHON_SHA256=272179ddd9a2e41a0fc8e42e33dfbdca0b3711aa5abf372d3f2d51543d09b625
                        
# 2026-07-07 05:42:21  0.00B 设置环境变量 PYTHON_VERSION
ENV PYTHON_VERSION=3.11.15
                        
# 2026-07-07 05:42:21  0.00B 设置环境变量 GPG_KEY
ENV GPG_KEY=A035C8C19219BA821ECEA86B64E628F8D684696D
                        
# 2026-07-07 05:42:21  3.81MB 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
                        
# 2026-07-07 05:42:21  0.00B 设置环境变量 LANG
ENV LANG=C.UTF-8
                        
# 2026-07-07 05:42:21  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
                        
# 2026-06-23 08:00:00  78.63MB 
# debian.sh --arch 'amd64' out/ 'trixie' '@1782172800'
                        
                    

镜像信息

{
    "Id": "sha256:7eb745d8a98ee1ac61025eacc218afb3de63636ad2b2b0ca7b16e0b0fdd3449a",
    "RepoTags": [
        "ghcr.io/kubeflow/kfp-visualization-server:2.17.0",
        "swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/kfp-visualization-server:2.17.0"
    ],
    "RepoDigests": [
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        "swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/kfp-visualization-server@sha256:86a5510dfd6617eb912cbb43dd3cc47d6091bc0b98d02731661a8840e323613a"
    ],
    "Parent": "",
    "Comment": "buildkit.dockerfile.v0",
    "Created": "2026-07-09T01:44:38.518336595Z",
    "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:/usr/local/gcloud/google-cloud-sdk/bin",
            "LANG=C.UTF-8",
            "GPG_KEY=A035C8C19219BA821ECEA86B64E628F8D684696D",
            "PYTHON_VERSION=3.11.15",
            "PYTHON_SHA256=272179ddd9a2e41a0fc8e42e33dfbdca0b3711aa5abf372d3f2d51543d09b625"
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        "Image": "",
        "Volumes": null,
        "WorkingDir": "/src",
        "Entrypoint": [
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        "OnBuild": null,
        "Labels": {
            "org.opencontainers.image.created": "2026-07-09T01:43:22.575Z",
            "org.opencontainers.image.description": "Machine Learning Pipelines for Kubeflow",
            "org.opencontainers.image.licenses": "Apache-2.0",
            "org.opencontainers.image.revision": "714d7e4a76085ff2cc107c4e26c18c38c14dbcaa",
            "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": "release-2.17"
        }
    },
    "Architecture": "amd64",
    "Os": "linux",
    "Size": 3662623151,
    "GraphDriver": {
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}

更多版本

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

linux/amd64 ghcr.io4.74GB2025-05-28 09:18
375

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

linux/amd64 ghcr.io4.45GB2026-01-09 13:54
260

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

linux/amd64 ghcr.io3.18GB2026-03-24 16:20
163

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

linux/amd64 ghcr.io3.66GB2026-07-15 17:55
11
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