docker.io/anyscale/ray:2.37.0-py311-cpu linux/amd64

docker.io/anyscale/ray:2.37.0-py311-cpu - 国内下载镜像源 浏览次数:29

Ray是一个分布式计算框架，提供了一个高效、易于使用的接口来构建大规模数据处理和机器学习应用程序。

该镜像用于运行Ray应用程序，提供了一个完整的Python环境，包括Ray库和其他常见的科学计算库。

使用这个镜像，您可以快速启动一个Ray集群，并开始构建和运行分布式数据处理和机器学习应用程序。

源镜像 docker.io/anyscale/ray:2.37.0-py311-cpu
国内镜像 swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/anyscale/ray:2.37.0-py311-cpu
镜像ID sha256:e9e2f9232b004a7b64eacdd160ebaeb3ce401671a0827d54713ef5c8c337cd56
镜像TAG 2.37.0-py311-cpu
大小 4.62GB
镜像源 docker.io
项目信息 Docker-Hub主页 🚀项目TAG 🚀
CMD /bin/bash
启动入口
工作目录 /home/ray
OS/平台 linux/amd64
浏览量 29 次
贡献者
镜像创建 2024-09-23T19:52:02.931666521Z
同步时间 2024-10-16 17:44
更新时间 2024-10-23 12:08
环境变量
PATH=/home/ray/anaconda3/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin TZ=America/Los_Angeles LC_ALL=C.UTF-8 LANG=C.UTF-8 HOME=/home/ray RAY_USAGE_STATS_SOURCE=ANYSCALE RAY_USAGE_STATS_PROMPT_ENABLED=0 RAY_USAGE_STATS_ENABLED=1 TERM=xterm
镜像标签
common/ray-opt/2.37.0/94407b810e6d196f64ee8fa94d3626a8d63bfe4f/ray-opt-py311.tar.gz: com.anyscale.ray.prestart-data-path ubuntu: org.opencontainers.image.ref.name 22.04: org.opencontainers.image.version

Docker拉取命令 无权限下载?点我修复 

docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/anyscale/ray:2.37.0-py311-cpu
docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/anyscale/ray:2.37.0-py311-cpu  docker.io/anyscale/ray:2.37.0-py311-cpu

Containerd拉取命令 

ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/anyscale/ray:2.37.0-py311-cpu
ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/anyscale/ray:2.37.0-py311-cpu  docker.io/anyscale/ray:2.37.0-py311-cpu

Shell快速替换命令 

sed -i 's#anyscale/ray:2.37.0-py311-cpu#swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/anyscale/ray:2.37.0-py311-cpu#' deployment.yaml

镜像历史

大小 创建时间 层信息
0.00B 2024-09-24 03:52:02 RUN |6 ANYSCALE_CLI=anyscale EFA_VERSION=1.28.0 AWS_OFI_NCCL_VERSION=1.7.3-aws GDRCOPY_VERSION=2.4 SSH_PORT=5020 PYTHON_REQUIREMENTS=pip==23.1.2 jupyterlab==3.6.1 ipywidgets==8.0.6 opentelemetry-api==1.1.0 opentelemetry-sdk==1.1.0 opentelemetry-exporter-otlp==1.1.0 google-cloud-storage grpcio grpcio-tools awscli==1.27.105 awscliv2==2.2.0 pyyaml==5.3.1 jupyter_server_terminals==0.4.4 pyopenssl==23.0.0 /bin/bash -c mkdir -p /tmp/supervisord # buildkit
2.22GB 2024-09-24 03:52:02 RUN |6 ANYSCALE_CLI=anyscale EFA_VERSION=1.28.0 AWS_OFI_NCCL_VERSION=1.7.3-aws GDRCOPY_VERSION=2.4 SSH_PORT=5020 PYTHON_REQUIREMENTS=pip==23.1.2 jupyterlab==3.6.1 ipywidgets==8.0.6 opentelemetry-api==1.1.0 opentelemetry-sdk==1.1.0 opentelemetry-exporter-otlp==1.1.0 google-cloud-storage grpcio grpcio-tools awscli==1.27.105 awscliv2==2.2.0 pyyaml==5.3.1 jupyter_server_terminals==0.4.4 pyopenssl==23.0.0 /bin/bash -c /dev/pipes/EOF # buildkit
0.00B 2024-09-24 03:49:06 RUN |6 ANYSCALE_CLI=anyscale EFA_VERSION=1.28.0 AWS_OFI_NCCL_VERSION=1.7.3-aws GDRCOPY_VERSION=2.4 SSH_PORT=5020 PYTHON_REQUIREMENTS=pip==23.1.2 jupyterlab==3.6.1 ipywidgets==8.0.6 opentelemetry-api==1.1.0 opentelemetry-sdk==1.1.0 opentelemetry-exporter-otlp==1.1.0 google-cloud-storage grpcio grpcio-tools awscli==1.27.105 awscliv2==2.2.0 pyyaml==5.3.1 jupyter_server_terminals==0.4.4 pyopenssl==23.0.0 /bin/bash -c sudo chmod 755 /home/ray # buildkit
0.00B 2024-09-24 03:49:06 ARG PYTHON_REQUIREMENTS=pip==23.1.2 jupyterlab==3.6.1 ipywidgets==8.0.6 opentelemetry-api==1.1.0 opentelemetry-sdk==1.1.0 opentelemetry-exporter-otlp==1.1.0 google-cloud-storage grpcio grpcio-tools awscli==1.27.105 awscliv2==2.2.0 pyyaml==5.3.1 jupyter_server_terminals==0.4.4 pyopenssl==23.0.0
42.00B 2024-09-24 03:49:06 COPY boto_config /home/ray/.boto # buildkit
367.00B 2024-09-24 03:49:06 COPY check_anyscale_services_dependencies.sh /etc/anyscale/check_anyscale_services_dependencies.sh # buildkit
0.00B 2024-09-24 03:49:06 COPY anyscale-*.tar.gz . # buildkit
0.00B 2024-09-24 03:49:06 ARG SSH_PORT=5020
0.00B 2024-09-24 03:49:06 ENV TERM=xterm
0.00B 2024-09-24 03:49:06 ENV RAY_USAGE_STATS_ENABLED=1
0.00B 2024-09-24 03:49:06 ENV RAY_USAGE_STATS_PROMPT_ENABLED=0
0.00B 2024-09-24 03:49:06 ENV RAY_USAGE_STATS_SOURCE=ANYSCALE
0.00B 2024-09-24 03:49:06 ARG GDRCOPY_VERSION=2.4
0.00B 2024-09-24 03:49:06 ARG AWS_OFI_NCCL_VERSION=1.7.3-aws
0.00B 2024-09-24 03:49:06 ARG EFA_VERSION=1.28.0
0.00B 2024-09-24 03:49:06 ARG ANYSCALE_CLI=anyscale
1.11KB 2024-09-24 03:08:40 COPY NOTICE /NOTICE # buildkit
517.00B 2024-09-24 03:08:40 COPY LICENSE /LICENSE # buildkit
979.23MB 2024-09-24 03:08:40 RUN |3 WHEEL_PATH=.whl/ray-2.37.0-cp311-cp311-manylinux2014_x86_64.whl RAY_VERSION=2.37.0 PRESTART_DATA_PATH=common/ray-opt/2.37.0/94407b810e6d196f64ee8fa94d3626a8d63bfe4f/ray-opt-py311.tar.gz /bin/bash -c /dev/pipes/EOF # buildkit
72.15MB 2024-09-24 03:07:46 COPY version-envs.sh download_anyscale_data ray-prestart runtime-requirements.txt ray-oss.tgz ray-opt*.tgz /opt/anyscale/ # buildkit
61.41KB 2024-09-24 03:05:46 COPY requirements_compiled.txt ./ # buildkit
0.00B 2024-09-24 03:05:46 LABEL com.anyscale.ray.prestart-data-path=common/ray-opt/2.37.0/94407b810e6d196f64ee8fa94d3626a8d63bfe4f/ray-opt-py311.tar.gz
0.00B 2024-09-24 03:05:46 ARG PRESTART_DATA_PATH
0.00B 2024-09-24 03:05:46 ARG RAY_VERSION=3.0.0.dev0
0.00B 2024-09-24 03:05:46 ARG WHEEL_PATH
0.00B 2024-09-23 22:40:46 WORKDIR /home/ray
1.26GB 2024-09-23 22:40:46 RUN |7 BASE_IMAGE=ubuntu:22.04 AUTOSCALER=autoscaler DEBIAN_FRONTEND=noninteractive PYTHON_VERSION=3.11 HOSTTYPE=x86_64 RAY_UID=1000 RAY_GID=100 /bin/bash -c sudo apt-get update -y && sudo apt-get upgrade -y && sudo apt-get install -y git libjemalloc-dev wget cmake g++ zlib1g-dev $(if [ "$AUTOSCALER" = "autoscaler" ]; then echo tmux screen rsync netbase openssh-client gnupg; fi) && wget --quiet "https://repo.anaconda.com/miniconda/Miniconda3-py311_24.4.0-0-Linux-${HOSTTYPE}.sh" -O /tmp/miniconda.sh && /bin/bash /tmp/miniconda.sh -b -u -p $HOME/anaconda3 && $HOME/anaconda3/bin/conda init && echo 'export PATH=$HOME/anaconda3/bin:$PATH' >> /home/ray/.bashrc && rm /tmp/miniconda.sh && $HOME/anaconda3/bin/conda install -y libgcc-ng python=$PYTHON_VERSION && $HOME/anaconda3/bin/conda install -y -c conda-forge libffi=3.4.2 && $HOME/anaconda3/bin/conda clean -y --all && $HOME/anaconda3/bin/pip install --no-cache-dir flatbuffers cython==0.29.37 numpy\>=1.20 psutil setuptools==71.1.0 && $HOME/anaconda3/bin/pip uninstall -y dask && sudo apt-get autoremove -y cmake zlib1g-dev $(if [[ "$BASE_IMAGE" == "ubuntu:22.04" && "$HOSTTYPE" == "x86_64" ]]; then echo g++; fi) && sudo rm -rf /var/lib/apt/lists/* && sudo apt-get clean && (if [ "$AUTOSCALER" = "autoscaler" ]; then $HOME/anaconda3/bin/pip --no-cache-dir install "redis>=3.5.0,<4.0.0" "six==1.13.0" "boto3==1.26.76" "pyOpenSSL==22.1.0" "cryptography==38.0.1" "google-api-python-client==1.7.8" "google-oauth" "azure-cli-core==2.40.0" "azure-identity==1.10.0" "azure-mgmt-compute==23.1.0" "azure-mgmt-network==19.0.0" "azure-mgmt-resource==20.0.0" "msrestazure==0.6.4"; fi;) # buildkit
0.00B 2024-09-23 22:39:23 SHELL [/bin/bash -c]
0.00B 2024-09-23 22:39:23 ENV HOME=/home/ray
0.00B 2024-09-23 22:39:23 USER 1000
6.80MB 2024-09-23 22:39:23 RUN |7 BASE_IMAGE=ubuntu:22.04 AUTOSCALER=autoscaler DEBIAN_FRONTEND=noninteractive PYTHON_VERSION=3.11 HOSTTYPE=x86_64 RAY_UID=1000 RAY_GID=100 /bin/sh -c apt-get update -y && apt-get install -y sudo tzdata && useradd -ms /bin/bash -d /home/ray ray --uid $RAY_UID --gid $RAY_GID && usermod -aG sudo ray && echo 'ray ALL=NOPASSWD: ALL' >> /etc/sudoers && rm -rf /var/lib/apt/lists/* && apt-get clean # buildkit
0.00B 2024-09-23 22:39:23 ARG RAY_GID=100
0.00B 2024-09-23 22:39:23 ARG RAY_UID=1000
0.00B 2024-09-23 22:39:23 ARG HOSTTYPE=x86_64
0.00B 2024-09-23 22:39:23 ARG PYTHON_VERSION=3.8.16
0.00B 2024-09-23 22:39:23 ARG DEBIAN_FRONTEND=noninteractive
0.00B 2024-09-23 22:39:23 ENV PATH=/home/ray/anaconda3/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
0.00B 2024-09-23 22:39:23 ENV LANG=C.UTF-8
0.00B 2024-09-23 22:39:23 ENV LC_ALL=C.UTF-8
0.00B 2024-09-23 22:39:23 ENV TZ=America/Los_Angeles
0.00B 2024-09-23 22:39:23 ARG AUTOSCALER=autoscaler
0.00B 2024-09-23 22:39:23 ARG BASE_IMAGE
0.00B 2024-09-12 00:25:18 /bin/sh -c #(nop) CMD ["/bin/bash"]
77.86MB 2024-09-12 00:25:17 /bin/sh -c #(nop) ADD file:ebe009f86035c175ba244badd298a2582914415cf62783d510eab3a311a5d4e1 in /
0.00B 2024-09-12 00:25:16 /bin/sh -c #(nop) LABEL org.opencontainers.image.version=22.04
0.00B 2024-09-12 00:25:16 /bin/sh -c #(nop) LABEL org.opencontainers.image.ref.name=ubuntu
0.00B 2024-09-12 00:25:16 /bin/sh -c #(nop) ARG LAUNCHPAD_BUILD_ARCH
0.00B 2024-09-12 00:25:16 /bin/sh -c #(nop) ARG RELEASE

镜像信息 

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