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ghcr.io/mlflow/mlflow:v3.14.0
linux/amd64 ghcr.io 尹丽军 贡献

这是一个 MLflow 的 Docker 镜像。MLflow 是一个用于管理机器学习生命周期的开源平台,它提供了一个用于管理实验、跟踪运行、打包代码以及部署模型的统一界面。

6
浏览次数
844.24MB
镜像大小
源镜像
ghcr.io/mlflow/mlflow:v3.14.0
国内镜像
swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/mlflow/mlflow:v3.14.0
镜像ID
sha256:12a2ac214c015752bc587c09c4e6df8fd540e072c7e6a67906212e7dde8cc11e
镜像 TAG
v3.14.0
镜像大小
844.24MB
平台架构
linux/amd64
镜像源
ghcr.io
CMD
python3
启动入口
工作目录
OS/平台
linux/amd64
镜像创建
2026-06-17T08:51:57.364007884Z
同步时间
2026-07-06 14:21
浏览量
6 次
贡献者
avatar 尹丽军
⚙️ 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=3.10.18 3
PYTHON_SHA256=ae665bc678abd9ab6a6e1573d2481625a53719bc517e9a634ed2b9fefae3817f 4
🛡️ 镜像安全扫描
debian 11.11 Trivy 2026-07-06 14:21 查看完整报告
126
低危 LOW
108
中危 MEDIUM
38
高危 HIGH
6
严重 CRITICAL
受影响目标 (2)
ghcr.io/mlflow/mlflow:v3.14.0 (debian 11.11) debian Python python-pkg

Docker拉取命令

docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/mlflow/mlflow:v3.14.0
docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/mlflow/mlflow:v3.14.0  ghcr.io/mlflow/mlflow:v3.14.0

Containerd拉取命令

ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/mlflow/mlflow:v3.14.0
ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/mlflow/mlflow:v3.14.0  ghcr.io/mlflow/mlflow:v3.14.0

Shell快速替换命令

sed -i 's#ghcr.io/mlflow/mlflow:v3.14.0#swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/mlflow/mlflow:v3.14.0#' 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/mlflow/mlflow:v3.14.0 && docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/mlflow/mlflow:v3.14.0  ghcr.io/mlflow/mlflow:v3.14.0'

Ansible快速分发-Containerd

#ansible k8s -m shell -a 'ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/mlflow/mlflow:v3.14.0 && ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/mlflow/mlflow:v3.14.0  ghcr.io/mlflow/mlflow:v3.14.0'

镜像构建历史


# 2026-06-17 16:51:57  719.54MB 执行命令并创建新的镜像层
RUN |1 VERSION=v3.14.0 /bin/sh -c pip install --no-cache mlflow==$VERSION # buildkit
                        
# 2026-06-17 16:51:57  0.00B 定义构建参数
ARG VERSION=v3.14.0
                        
# 2025-06-04 05:49:13  0.00B 设置默认要执行的命令
CMD ["python3"]
                        
# 2025-06-04 05:49:13  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
                        
# 2025-06-04 05:49:13  40.92MB 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-linux-musl' && 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 -r dpkg-query --search 		| cut -d: -f1 		| 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==65.5.1' 		'wheel<0.46' 	; 	pip3 --version # buildkit
                        
# 2025-06-04 05:49:13  0.00B 设置环境变量 PYTHON_SHA256
ENV PYTHON_SHA256=ae665bc678abd9ab6a6e1573d2481625a53719bc517e9a634ed2b9fefae3817f
                        
# 2025-06-04 05:49:13  0.00B 设置环境变量 PYTHON_VERSION
ENV PYTHON_VERSION=3.10.18
                        
# 2025-06-04 05:49:13  0.00B 设置环境变量 GPG_KEY
ENV GPG_KEY=A035C8C19219BA821ECEA86B64E628F8D684696D
                        
# 2025-06-04 05:49:13  3.11MB 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
                        
# 2025-06-04 05:49:13  0.00B 设置环境变量 LANG
ENV LANG=C.UTF-8
                        
# 2025-06-04 05:49:13  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
                        
# 2025-06-04 05:49:13  80.67MB 
# debian.sh --arch 'amd64' out/ 'bullseye' '@1753056000'
                        
                    

镜像信息

{
    "Id": "sha256:12a2ac214c015752bc587c09c4e6df8fd540e072c7e6a67906212e7dde8cc11e",
    "RepoTags": [
        "ghcr.io/mlflow/mlflow:v3.14.0",
        "swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/mlflow/mlflow:v3.14.0"
    ],
    "RepoDigests": [
        "ghcr.io/mlflow/mlflow@sha256:967de3ca34b6a5751718e380a0a383eb0ce1a6f5b484f363bd0da7559117a5f8",
        "swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/mlflow/mlflow@sha256:132fd18e91484ac89988e4a9ad176f97a1a65fab8cf8cb2b1aafcc45510a1fd0"
    ],
    "Parent": "",
    "Comment": "buildkit.dockerfile.v0",
    "Created": "2026-06-17T08:51:57.364007884Z",
    "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=3.10.18",
            "PYTHON_SHA256=ae665bc678abd9ab6a6e1573d2481625a53719bc517e9a634ed2b9fefae3817f"
        ],
        "Cmd": [
            "python3"
        ],
        "Image": "",
        "Volumes": null,
        "WorkingDir": "",
        "Entrypoint": null,
        "OnBuild": null,
        "Labels": null
    },
    "Architecture": "amd64",
    "Os": "linux",
    "Size": 844242789,
    "GraphDriver": {
        "Data": {
            "LowerDir": "/var/lib/docker/overlay2/cc13e0892d9d16601158f609edf26c987b0039dc2eb6ad055246e104035eaa8f/diff:/var/lib/docker/overlay2/76e7fd3a75cc4768c133e429e0649cc1e0609fba60acd8d7a9f0a10c3901529c/diff:/var/lib/docker/overlay2/c153d04b17c68677b2ecc43d684130db5f994f339b78d44c678ce477c271ad26/diff:/var/lib/docker/overlay2/e590c64858070c3c7d7a2cb0e4b9e7796aa12dbca2bb5150166822926d6c1d4e/diff",
            "MergedDir": "/var/lib/docker/overlay2/8ef33e1b0c07984a83d8026c26d3530b59a690ce6eb1f026eff8faacc370a1cb/merged",
            "UpperDir": "/var/lib/docker/overlay2/8ef33e1b0c07984a83d8026c26d3530b59a690ce6eb1f026eff8faacc370a1cb/diff",
            "WorkDir": "/var/lib/docker/overlay2/8ef33e1b0c07984a83d8026c26d3530b59a690ce6eb1f026eff8faacc370a1cb/work"
        },
        "Name": "overlay2"
    },
    "RootFS": {
        "Type": "layers",
        "Layers": [
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        ]
    },
    "Metadata": {
        "LastTagTime": "2026-07-06T14:20:24.534629731+08:00"
    }
}

更多版本

ghcr.io/mlflow/mlflow:v2.20.3

linux/amd64 ghcr.io832.28MB2025-03-04 17:02
668

ghcr.io/mlflow/mlflow:v3.8.1

linux/amd64 ghcr.io805.92MB2026-01-26 10:10
345

ghcr.io/mlflow/mlflow:v3.12.0-full

linux/amd64 ghcr.io1.11GB2026-05-22 16:47
131

ghcr.io/mlflow/mlflow:v3.14.0-full

linux/amd64 ghcr.io1.17GB2026-07-06 14:19
5

ghcr.io/mlflow/mlflow:v3.14.0

linux/amd64 ghcr.io844.24MB2026-07-06 14:21
5
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