MindX DL Sample次要利用于企业的数据中心或超算核心机房中，针对不同的利用场景为客户提供AI深度学习端到端解决方案。
传统行业：用户无自建深度学习平台，心愿可能提供简略易用、软硬件一体化的深度学习平台。
互联网和安防行业：用户有自建深度学习平台，心愿提供适配客户深度学习平台的开源插件，疾速上线昇腾系列AI处理器的深度学习。
超算核心和私有云行业：用户无AI深度学习集群，心愿提供大规模AI深度学习集群、反对超高密部署、整柜交付，缩短我的项目交付周期，减速业务上线，节俭装置部署及调测老本。
阐明：此文档须要先将根底kubernetes环境下的DL搭建实现，参考《华为 A800-9000 服务器 离线装置MindX DL》
一、 批改ansible配置文件
root@ubuntu:/etc/ansible# vim hostsroot@ubuntu:/etc/ansible# root@ubuntu:/etc/ansible# root@ubuntu:/etc/ansible# root@ubuntu:/etc/ansible# cat /etc/ansible/hosts[all:vars]# NFS service IPnfs_service_ip=192.168.1.99# Master IPmaster_ip=192.168.1.99[workers]localnode ansible_host=192.168.1.99 ansible_ssh_user=root ansible_ssh_pass=123123root@ubuntu:/etc/ansible# root@ubuntu:/etc/ansible# root@ubuntu:/etc/ansible# root@ubuntu:/etc/ansible# vi /etc/ansible/ansible.cfg# 勾销以下两行内容的正文并更改deprecation_warnings为“False”。host_key_checking = Falsedeprecation_warnings = False二、下载根底镜像
root@ubuntu:/etc/ansible# docker pull redis:5.0.85.0.8: Pulling from library/redis3d48095d71a3: Pull complete 773882920678: Pull complete b04905edf724: Pull complete 90e236b4682b: Pull complete fb7d8181d1c6: Pull complete 532c81fe8c61: Pull complete Digest: sha256:96bdb5e2984b15e3cf4de74077f650c911cb26ec0981e0772df35a1a5cb19798Status: Downloaded newer image for redis:5.0.8root@ubuntu:/etc/ansible# root@ubuntu:/etc/ansible# docker pull prom/prometheus:v2.10.0v2.10.0: Pulling from prom/prometheus596fa44d463e: Pull complete ae7a0e9c5457: Pull complete 3e3e880277a4: Pull complete d884b32e16d7: Pull complete 6f45dfbc8251: Pull complete e7275b596775: Pull complete d3c1f1d7d1d1: Pull complete f040a278aa08: Pull complete 403fefd2b7ea: Pull complete Digest: sha256:b89e9c7ffbfbc8efebd6d8ff89b33175625bb2c7ae2751fbcd89f0884cfbdcabStatus: Downloaded newer image for prom/prometheus:v2.10.0root@ubuntu:/etc/ansible# root@ubuntu:/etc/ansible# docker pull mysql/mysql-server:8.0.138.0.13: Pulling from mysql/mysql-server5530262403b2: Pull complete 01c05f6b9ab3: Pull complete f521094e248f: Pull complete 495eb6103d23: Pull complete Digest: sha256:59a5854dca16488305aee60c8dea4d88b68d816aee627de022b19d9bead48d04Status: Downloaded newer image for mysql/mysql-server:8.0.13root@ubuntu:/etc/ansible# root@ubuntu:/etc/ansible# docker pull grafana/grafana:7.0.27.0.2: Pulling from grafana/grafana29e5d40040c1: Pull complete c33923c8c811: Pull complete 3fd85f7a4ab6: Pull complete 987cf1afe976: Pull complete a27d86f46de8: Pull complete 285316502f38: Pull complete Digest: sha256:5b9c9e18a8279a818144d90431ac0631bc17f520aa5c2fd6dd70bf767b48e632Status: Downloaded newer image for grafana/grafana:7.0.2root@ubuntu:/etc/ansible# root@ubuntu:/etc/ansible# docker pull python:3.7.53.7.5: Pulling from library/pythonaf4800279257: Pull complete 8fae2ec46cd5: Pull complete 8a8718b9412e: Pull complete 4908f8b44725: Pull complete 54e0fac9e6c6: Pull complete 2b1da11f97bb: Pull complete d93a637093d0: Pull complete c79746565cc4: Pull complete 3dfacccebd97: Pull complete Digest: sha256:88d11783cbbfa06f1c12ca50c73c340b0bff34bf599c6e1dd27fb836a8de506dStatus: Downloaded newer image for python:3.7.5root@ubuntu:/etc/ansible# root@ubuntu:/etc/ansible# docker pull ubuntu:18.0418.04: Pulling from library/ubuntufda1cca7a3cc: Pull complete Digest: sha256:7bd7a9ca99f868bf69c4b6212f64f2af8e243f97ba13abb3e641e03a7ceb59e8Status: Downloaded newer image for ubuntu:18.04root@ubuntu:/etc/ansible#三、配置NGINX镜像配置
root@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/src/nginx# vim DockerfileFROM ubuntu:18.04#(可选Part1)如用户环境须要配置代理连贯网络，此处须要按如下示例配置代理，可间接勾销正文并填写相应字段（大括号不保留）。# ENV http_proxy http://{username}:{password}@{IP}:{port}# ENV https_proxy http://{username}:{password}@{IP}:{port}#(可选Part2)如用户环境须要配置代理连贯网络，此处须要按如下示例配置代理，可间接勾销正文并填写相应字段（大括号不保留）。# RUN echo 'Acquire::http::Proxy "http://{username}:{password}@{IP}:{port}"; Acquire::https::Proxy "http://{username}:{password}@{IP}:{port}";' > /etc/apt/apt.conf.d/80proxy##(可选Part3)配置apt源，ARM环境示例，请依据环境架构在Part3和Part4中二选一#RUN echo 'deb http://mirrors.aliyun.com/ubuntu-ports/ bionic main restricted universe multiverse \n\#deb http://mirrors.aliyun.com/ubuntu-ports/ bionic-security main restricted universe multiverse \n\#deb http://mirrors.aliyun.com/ubuntu-ports/ bionic-updates main restricted universe multiverse \n\#deb http://mirrors.aliyun.com/ubuntu-ports/ bionic-proposed main restricted universe multiverse \n\#deb http://mirrors.aliyun.com/ubuntu-ports/ bionic-backports main restricted universe multiverse \n\#deb-src http://mirrors.aliyun.com/ubuntu-ports/ bionic main restricted universe multiverse \n\#deb-src http://mirrors.aliyun.com/ubuntu-ports/ bionic-security main restricted universe multiverse \n\#deb-src http://mirrors.aliyun.com/ubuntu-ports/ bionic-updates main restricted universe multiverse \n\#deb-src http://mirrors.aliyun.com/ubuntu-ports/ bionic-proposed main restricted universe multiverse \n\#deb-src http://mirrors.aliyun.com/ubuntu-ports/ bionic-backports main restricted universe multiverse' > /etc/apt/sources.list##(可选Part4)配置apt源，x86环境示例，请依据环境架构在Part3和Part4中二选一#RUN echo 'deb http://mirrors.aliyun.com/ubuntu/ bionic main restricted universe multiverse \n\#deb http://mirrors.aliyun.com/ubuntu/ bionic-security main restricted universe multiverse \n\#deb http://mirrors.aliyun.com/ubuntu/ bionic-updates main restricted universe multiverse \n\#deb http://mirrors.aliyun.com/ubuntu/ bionic-proposed main restricted universe multiverse \n\#deb http://mirrors.aliyun.com/ubuntu/ bionic-backports main restricted universe multiverse \n\#deb-src http://mirrors.aliyun.com/ubuntu/ bionic main restricted universe multiverse \n\#deb-src http://mirrors.aliyun.com/ubuntu/ bionic-security main restricted universe multiverse \n\#deb-src http://mirrors.aliyun.com/ubuntu/ bionic-updates main restricted universe multiverse \n\#deb-src http://mirrors.aliyun.com/ubuntu/ bionic-proposed main restricted universe multiverse \n\#deb-src http://mirrors.aliyun.com/ubuntu/ bionic-backports main restricted universe multiverse' > /etc/apt/sources.listRUN echo 'deb http://cn.ports.ubuntu.com/ubuntu-ports/ bionic main restricted \n\deb http://cn.ports.ubuntu.com/ubuntu-ports/ bionic-updates main restricted \n\deb http://cn.ports.ubuntu.com/ubuntu-ports/ bionic universe \n\deb http://cn.ports.ubuntu.com/ubuntu-ports/ bionic-updates universe \n\deb http://cn.ports.ubuntu.com/ubuntu-ports/ bionic multiverse \n\deb http://cn.ports.ubuntu.com/ubuntu-ports/ bionic-updates multiverse \n\deb http://cn.ports.ubuntu.com/ubuntu-ports/ bionic-backports main restricted universe multiverse \n\deb http://ports.ubuntu.com/ubuntu-ports bionic-security main restricted \n\ deb http://ports.ubuntu.com/ubuntu-ports bionic-security universe \n\deb http://ports.ubuntu.com/ubuntu-ports bionic-security multiverse' > /etc/apt/sources.listRUN apt-get update && \ apt-get install -y build-essential && \ apt-get install -y libtool && \ apt-get install -y libpcre3 libpcre3-dev && \ apt-get install -y zlib1g-dev && \ apt-get install -y openssl && \ apt-get install libssl-dev && \ apt-get install -y wget && \ apt-get install -y gitRUN export GIT_SSL_NO_VERIFY=1 && \ git clone https://github.com/masterzen/nginx-upload-progress-module.git && \ git clone https://github.com/fdintino/nginx-upload-module.git && \ wget --no-check-certificate http://nginx.org/download/nginx-1.17.3.tar.gz && \ tar -zxvf nginx-1.17.3.tar.gz && \ cd nginx-1.17.3 && \ ./configure --add-module=../nginx-upload-module/ --add-module=../nginx-upload-progress-module/ --prefix=/etc/nginx --sbin-path=/usr/sbin/nginx --modules-path=/usr/lib/nginx/modules --conf-path=/etc/nginx/nginx.conf --error-log-path=/var/log/nginx/error.log --http-log-path=/var/log/nginx/access.log --pid-path=/var/run/nginx.pid --lock-path=/var/run/nginx.lock --http-client-body-temp-path=/var/cache/nginx/client_temp --http-proxy-temp-path=/var/cache/nginx/proxy_temp --http-fastcgi-temp-path=/var/cache/nginx/fastcgi_temp --http-uwsgi-temp-path=/var/cache/nginx/uwsgi_temp --http-scgi-temp-path=/var/cache/nginx/scgi_temp --user=nginx --group=nginx --with-compat --with-file-aio --with-threads --with-http_addition_module --with-http_auth_request_module --with-http_dav_module --with-http_flv_module --with-http_gunzip_module --with-http_gzip_static_module --with-http_mp4_module --with-http_random_index_module --with-http_realip_module --with-http_secure_link_module --with-http_slice_module --with-http_ssl_module --with-http_stub_status_module --with-http_sub_module --with-http_v2_module --with-mail --with-mail_ssl_module --with-stream --with-stream_realip_module --with-stream_ssl_module --with-stream_ssl_preread_module --with-cc-opt='-g -O2 -fdebug-prefix-map=/tmp/tmp.UI0oSlj34i/nginx-1.17.10=. -fstack-protector-strong -Wformat -Werror=format-security -Wp,-D_FORTIFY_SOURCE=2 -fPIC' --with-ld-opt='-Wl,-z,relro -Wl,-z,now -Wl,--as-needed -pie' && \ make && make install && ln -s /usr/local/nginx/sbin/nginx /usr/bin/nginx && \ mkdir -pv /var/cache/nginx/client_temp && \ cd ..#RUN rm /etc/apt/apt.conf.d/80proxy /etc/apt/sources.list && \# rm nginx-1.17.3.tar.gz && \# rm -rf nginx-1.17.3 nginx-upload-module nginx-upload-progress-module#(可选Part5)如在Part1中配置了代理，须要勾销上面两行正文勾销对应代理配置。#ENV http_proxy ""#ENV https_proxy ""#(可选Part6)如在Part2中配置了代理，须要勾销上面一行正文勾销对应代理配置。#RUN echo "" > /etc/apt/apt.conf.d/80proxyroot@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/src/nginx# docker build -t nginx-upload:v1 .root@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/src/nginx# docker images | grep ngnginx-upload v1 15bbdc3677d7 4 minutes ago 372MB四、装置前端所需工具，并编译前端代码
root@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/src/webgui# curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.38.0/install.sh | bashroot@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/src/webgui# nvm install noderoot@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/src/webgui# apt install -y npmroot@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/src/webgui# apt install -y noderoot@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/src/webgui# wget -qO- https://raw.githubusercontent.com/creationix/nvm/v0.33.6/install.sh | bashroot@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/src/webgui# nvm install noderoot@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/src/webgui# npm config set registry http://r.cnpmjs.org/;root@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/src/webgui# npm install --global vue-cli;root@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/src/webgui# npm install webpack -g;五、批改TJM配置文件
root@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/deploy/yamls# vim tjm.yamlroot@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/deploy/yamls# root@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/deploy/yamls# root@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/deploy/yamls# root@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/deploy/yamls# cat tjm.yaml apiVersion: apps/v1kind: Deploymentmetadata: name: tjm namespace: default labels: app: tjmspec: replicas: 1 selector: matchLabels: app: tjm template: metadata: labels: app: tjm spec: nodeSelector: masterselector: dls-master-node containers: - image: tjm:v0.0.1 name: tjm-core imagePullPolicy: IfNotPresent command: - "/bin/bash" - "-c" - "/bin/bash /tjm/start.sh" env: # The following env variables set up basic auth twith the default admin user and admin password. - name: NFS_IP value: 192.168.1.99 - name: NFS_ROOT_DIR value: "/data/atlas_dls" - name: INCLUSTER_FLAG value: "TRUE" - name: SERVICE_DOMAIN_NAME value: 192.168.1.99 - name: CONTAINER_ROOT_DIR value: "/datanfs" - name: TENSORBOARD_IMAGE value: "tensorboard:latest" - name: TENSORBOARD_CPU value: "190" - name: TENSORBOARD_MEMORY value: "200Mi" - name: MINDINSIGHT_IMAGE value: "mindinsight:latest" - name: MINDINSIGHT_CPU value: "190" - name: MINDINSIGHT_MEMORY value: "2048Mi" - name: TIMEZONE value: "8" volumeMounts: - name: dls-data mountPath: /datanfs - name: localtime mountPath: /etc/localtime - name: dls-log mountPath: /var/log/atlas_dls/tjm resources: requests: cpu: "500m" memory: "100Mi" limits: cpu: "5000m" memory: "50000Mi" volumes: - name: dls-data nfs: server: 192.168.1.99 path: /data/atlas_dls - name: localtime hostPath: path: /etc/localtime - name: dls-log hostPath: path: /var/log/atlas_dls/tjm---kind: ServiceapiVersion: v1metadata: labels: app: tjm name: tjm namespace: defaultspec: ports: - port: 5003 targetPort: 5003 selector: app: tjmroot@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/deploy/yamls# tjm.yaml批改env字段中以下参数配置：- name: TENSORBOARD_IMAGE value: "tensorboard:latest" #Tensorboard镜像名和版本。- name: TENSORBOARD_CPU value: "1" #Tensorboard工作运行所需CPU，倡议≥1。- name: TENSORBOARD_MEMORY value: "200Mi" #Tensorboard工作运行所需内存，倡议≥100Mi。- name: MINDINSIGHT_IMAGE value: "mindinsight:latest" #Mindinsight镜像名和版本。- name: MINDINSIGHT_CPU value: "4" #Mindinsight工作运行所需CPU，倡议≥4。- name: MINDINSIGHT_MEMORY value: "2048Mi" #Mindinsight工作运行所需内存，倡议≥2048Mi。- name: TIMEZONE value: "8" #默认为8（东八区），依据理论配置时区。六、批改MMS配置文件
root@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/deploy/yamls# vim mms.yamlroot@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/deploy/yamls# cat mms.yamlapiVersion: apps/v1kind: Deploymentmetadata: name: dls-mms-deploy namespace: defaultspec: replicas: 1 selector: matchLabels: app: dls-mms template: metadata: labels: app: dls-mms spec: nodeSelector: masterselector: dls-master-node containers: - name: dls-mms image: mms:v0.0.1 imagePullPolicy: IfNotPresent command: [ "/bin/bash", "-c", "--" ] args: [ "chmod 550 /data/mms/start.sh;/data/mms/start.sh" ] ports: - containerPort: 5000 env: - name: NFS_IP value: 192.168.1.99 - name: NFS_ROOT_DIR value: "/data/atlas_dls" - name: INCLUSTER_FLAG value: "TRUE" - name: CONTAINER_ROOT_DIR value: "/datanfs" - name: MODEL_CONVERT_IMAGE value: "tf-c73:b033-with-atc" volumeMounts: - name: dls-data mountPath: /datanfs - name: dls-log mountPath: /var/log/atlas_dls/mms - name: localtime mountPath: /etc/localtime resources: requests: cpu: "500m" memory: "100Mi" limits: cpu: "5000m" memory: "50000Mi" volumes: - name: dls-data nfs: server: 192.168.1.99 path: "/data/atlas_dls" - name: dls-log hostPath: path: /var/log/atlas_dls/mms - name: localtime hostPath: path: /etc/localtime---apiVersion: v1kind: Servicemetadata: name: dls-mms namespace: default labels: app: atlas-dlsspec: ports: - name: dls-mms port: 5002 protocol: TCP targetPort: 5002 selector: app: dls-mmsroot@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/deploy/yamls# mms.yaml批改env字段中以下参数配置：- name: MODEL_CONVERT_IMAGE value: "tf-c73:b033-with-atc" #模型转换镜像名七、自动化装置，SHELL回显略
root@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/deploy/playbooks# ansible-playbook deploy.yaml八、拉去训练镜像
https://ascendhub.huawei.com/...
root@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/deploy/playbooks# docker login -u 15648907522 -p tDYqC45NFQ2VVb1Wk48C0AK4PC02SBjBpoUDOjo7oqIpdjBSaPzZyR112lzbzBWve ascendhub.huawei.comWARNING! Using --password via the CLI is insecure. Use --password-stdin.WARNING! Your password will be stored unencrypted in /root/.docker/config.json.Configure a credential helper to remove this warning. Seehttps://docs.docker.com/engine/reference/commandline/login/#credentials-storeLogin Succeededroot@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/deploy/playbooks# docker pull ascendhub.huawei.com/public-ascendhub/ascend-mindspore-arm:21.0.1.spc00121.0.1.spc001: Pulling from public-ascendhub/ascend-mindspore-armfda1cca7a3cc: Already exists 11c90fde7ae4: Pull complete 7253b5e27781: Pull complete bbd60ae31b0e: Pull complete 5ff0775b62ee: Pull complete 4bd7bd3ffee1: Pull complete 8f7e244558aa: Pull complete 2782e4575e5b: Pull complete 6082e54e59ee: Pull complete bd1b2e5f115e: Pull complete 53142cd42310: Pull complete d746749ab006: Pull complete 691a8a68558b: Pull complete ecbb81572dc3: Pull complete 65d85230814c: Pull complete Digest: sha256:29069b29542554d5ac8f79c2be3ba78ace77751546bfad24b480acf782e39fa7Status: Downloaded newer image for ascendhub.huawei.com/public-ascendhub/ascend-mindspore-arm:21.0.1.spc001root@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/deploy/playbooks# docker pull ascendhub.huawei.com/public-ascendhub/ascend-tensorflow-arm:21.0.121.0.1: Pulling from public-ascendhub/ascend-tensorflow-arm04da93b342eb: Pull complete b235194751de: Pull complete 606a67bb8db9: Pull complete 4af9b0a6671e: Pull complete aa86c517c858: Pull complete 7d232de65c7f: Pull complete 396a8ab7f029: Pull complete bc0d0369a1f9: Pull complete 86f265d63edf: Pull complete 0cef5083e917: Pull complete 360419151a16: Pull complete 06436a96fc81: Pull complete 13611bc87943: Pull complete 2127513261ef: Pull complete Digest: sha256:0e6fac7ec1cb09bb57bbd076d6b6054f44f91afe6dfadfca2270a51ba2fc53e0Status: Downloaded newer image for ascendhub.huawei.com/public-ascendhub/ascend-tensorflow-arm:21.0.1root@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/deploy/playbooks# docker pull ascendhub.huawei.com/public-ascendhub/ascend-pytorch-arm:21.0.121.0.1: Pulling from public-ascendhub/ascend-pytorch-arm04da93b342eb: Already exists b235194751de: Already exists 606a67bb8db9: Already exists e93c757bff45: Pull complete 3cf04b2262e0: Pull complete b747b6b075df: Pull complete 9d1ca426ec5d: Pull complete 6709e46dffeb: Pull complete c9a5fa495f7c: Pull complete 88232903df71: Pull complete ef57b6fb083b: Pull complete ea40e63aedc6: Pull complete fb00b3f33bf9: Pull complete 7fa0e069227a: Pull complete c875eb36de84: Pull complete Digest: sha256:57f724d4b938753102d09d0ffbab5b0c0697cf3e37b1e8ac948bb8a8df356958Status: Downloaded newer image for ascendhub.huawei.com/public-ascendhub/ascend-pytorch-arm:21.0.1root@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/deploy/playbooks# root@ubuntu:~/123/mindxdl-sample-20210715-V2.0.2/deploy/playbooks#九、构建jupyter-notebook镜像
root@ubuntu:~/123# mkdir jupyter-notebookroot@ubuntu:~/123# root@ubuntu:~/123# cd jupyter-notebook/root@ubuntu:~/123/jupyter-notebook# lsroot@ubuntu:~/123/jupyter-notebook# root@ubuntu:~/123/jupyter-notebook# root@ubuntu:~/123/jupyter-notebook# vi Dockerfileroot@ubuntu:~/123/jupyter-notebook# root@ubuntu:~/123/jupyter-notebook# root@ubuntu:~/123/jupyter-notebook# docker build -t notebook .^Croot@ubuntu:~/123/jupyter-notebook# root@ubuntu:~/123/jupyter-notebook# root@ubuntu:~/123/jupyter-notebook# root@ubuntu:~/123/jupyter-notebook# cat Dockerfile From python:3.7.5# -------------------------(Optional) Configure the proxy and source.-----------------------#ENV http_proxy http://<user>:<password>@ip:port#ENV https_proxy http://<user>:<password>@ip:port#ENV ftp_proxy ftp://<user>:<password>@ip:portRUN mkdir -p ~/.pip \&& echo '[global] \n\ index-url=https://pypi.doubanio.com/simple/\n\ trusted-host=pypi.doubanio.com' >> ~/.pip/pip.conf RUN pip install jupyter \&& jupyter notebook --generate-config \ && echo "c.NotebookApp.ip='0.0.0.0' \n\c.NotebookApp.open_browser = False \n\c.NotebookApp.token = '' \n\c.NotebookApp.port =8888" >> ~/.jupyter/jupyter_notebook_config.pyRUN apt-get update \&& apt-get install -y openssh-serverRUN sed -ri 's/UsePAM yes/#UsePAM yes/g' /etc/ssh/sshd_config \&& sed -ri 's/^#?PermitRootLogin\s+.*/PermitRootLogin yes/' /etc/ssh/sshd_config ENV http_proxy ''ENV https_proxy ''ENV ftp_proxy ''RUN useradd -d /home/hwMindX -u 9000 -m -s /bin/bash hwMindX && \ useradd -d /home/HwHiAiUser -u 1000 -m -s /bin/bash HwHiAiUser && \ usermod -a -G HwHiAiUser hwMindXRUN echo root:123123 | chpasswd USER hwMindXENTRYPOINT jupyter notebook --allow-rootroot@ubuntu:~/123/jupyter-notebook# docker build -t notebook .Sending build context to Docker daemon 3.072kBStep 1/12 : From python:3.7.5 ---> a4356c370cdaStep 2/12 : RUN mkdir -p ~/.pip && echo '[global] \nindex-url=https://pypi.doubanio.com/simple/\ntrusted-host=pypi.doubanio.com' >> ~/.pip/pip.conf ---> Running in 841fef0bfec2Removing intermediate container 841fef0bfec2 ---> 2e9619b95f3cStep 3/12 : RUN pip install jupyter && jupyter notebook --generate-config && echo "c.NotebookApp.ip='0.0.0.0' \nc.NotebookApp.open_browser = False \nc.NotebookApp.token = '' \nc.NotebookApp.port =8888" >> ~/.jupyter/jupyter_notebook_config.py ---> Running in e8a384542bf2Looking in indexes: https://pypi.doubanio.com/simple/Collecting jupyter Downloading https://pypi.doubanio.com/packages/83/df/0f5dd132200728a86190397e1ea87cd76244e42d39ec5e88efd25b2abd7e/jupyter-1.0.0-py2.py3-none-any.whlCollecting nbconvert Downloading https://pypi.doubanio.com/packages/fd/12/7b225ea00a5fe32df30b2c303dcc8c21c8db533ea7c0e38b4ac5a41bd8f0/nbconvert-6.1.0-py3-none-any.whl (551kB)Collecting qtconsole Downloading https://pypi.doubanio.com/packages/3a/57/c8fc1fc6fb6bc03caca20ace9cd0ac0e16cc052b51cbe3acbeeb53abcb18/qtconsole-5.1.1-py3-none-any.whl (119kB)Collecting ipykernel Downloading 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https://pypi.doubanio.com/packages/ac/87/5422f6d056bfbded920ccf380a65de3713a3b95a95ba2255be2a3fb4f464/testpath-0.5.0-py3-none-any.whl (84kB)Collecting traitlets>=5.0 Downloading https://pypi.doubanio.com/packages/f6/7d/3ecb0ebd0ce8dcdfa7bd47ab85c1d4a521e6770ef283d0824f5804994dfe/traitlets-5.0.5-py3-none-any.whl (100kB)Collecting mistune<2,>=0.8.1 Downloading https://pypi.doubanio.com/packages/09/ec/4b43dae793655b7d8a25f76119624350b4d65eb663459eb9603d7f1f0345/mistune-0.8.4-py2.py3-none-any.whlCollecting defusedxml Downloading https://pypi.doubanio.com/packages/07/6c/aa3f2f849e01cb6a001cd8554a88d4c77c5c1a31c95bdf1cf9301e6d9ef4/defusedxml-0.7.1-py2.py3-none-any.whlCollecting bleach Downloading https://pypi.doubanio.com/packages/b6/23/d06c0bddcef0df58dd2c9ac02f8639533a6671bed0ef3e236888bb3b0a3c/bleach-4.0.0-py2.py3-none-any.whl (146kB)Collecting pandocfilters>=1.4.1 Downloading 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https://pypi.doubanio.com/packages/c5/2d/876b1140b1544fe2187235ae9f52cdcd1e77d2bad641ea2aef413e882751/debugpy-1.4.1-py2.py3-none-any.whl (4.2MB)Collecting matplotlib-inline<0.2.0,>=0.1.0 Downloading https://pypi.doubanio.com/packages/7f/de/6c111d687335729cf8c156394c8d119b0dc3c34b6966ff2a2f7fe4aa79cf/matplotlib_inline-0.1.2-py3-none-any.whlCollecting jupyterlab-widgets>=1.0.0; python_version >= "3.6" Downloading https://pypi.doubanio.com/packages/18/b5/3473d275e3b2359efdf5768e9df95537308b93a31ad94fa92814ac565826/jupyterlab_widgets-1.0.0-py3-none-any.whl (243kB)Collecting widgetsnbextension~=3.5.0 Downloading https://pypi.doubanio.com/packages/6c/7b/7ac231c20d2d33c445eaacf8a433f4e22c60677eb9776c7c5262d7ddee2d/widgetsnbextension-3.5.1-py2.py3-none-any.whl (2.2MB)Collecting argon2-cffi Downloading https://pypi.doubanio.com/packages/74/fd/d78e003a79c453e8454197092fce9d1c6099445b7e7da0b04eb4fe1dbab7/argon2-cffi-20.1.0.tar.gz (1.8MB) Installing build dependencies: started Installing build dependencies: finished with status 'done' Getting requirements to build wheel: started Getting requirements to build wheel: finished with status 'done' Preparing wheel metadata: started Preparing wheel metadata: finished with status 'done'Collecting terminado>=0.8.3 Downloading https://pypi.doubanio.com/packages/5b/a8/0c428a9a2432b611566b0309d1a50a051f4ec965ce274528c4ba6b6c0205/terminado-0.11.1-py3-none-any.whlCollecting Send2Trash>=1.5.0 Downloading https://pypi.doubanio.com/packages/47/26/3435896d757335ea53dce5abf8d658ca80757a7a06258451b358f10232be/Send2Trash-1.8.0-py3-none-any.whlCollecting prometheus-client Downloading https://pypi.doubanio.com/packages/09/da/4e8471ff825769581593b5b84769d32f58e5373b59fccaf355d3529ad530/prometheus_client-0.11.0-py2.py3-none-any.whl (56kB)Collecting prompt-toolkit!=3.0.0,!=3.0.1,<3.1.0,>=2.0.0 Downloading https://pypi.doubanio.com/packages/c6/37/ec72228971dbaf191243b8ee383c6a3834b5cde23daab066dfbfbbd5438b/prompt_toolkit-3.0.20-py3-none-any.whl (370kB)Collecting jsonschema!=2.5.0,>=2.4 Downloading https://pypi.doubanio.com/packages/c5/8f/51e89ce52a085483359217bc72cdbf6e75ee595d5b1d4b5ade40c7e018b8/jsonschema-3.2.0-py2.py3-none-any.whl (56kB)Collecting webencodings Downloading https://pypi.doubanio.com/packages/f4/24/2a3e3df732393fed8b3ebf2ec078f05546de641fe1b667ee316ec1dcf3b7/webencodings-0.5.1-py2.py3-none-any.whlCollecting packaging Downloading https://pypi.doubanio.com/packages/3c/77/e2362b676dc5008d81be423070dd9577fa03be5da2ba1105811900fda546/packaging-21.0-py3-none-any.whl (40kB)Collecting six>=1.9.0 Downloading https://pypi.doubanio.com/packages/d9/5a/e7c31adbe875f2abbb91bd84cf2dc52d792b5a01506781dbcf25c91daf11/six-1.16.0-py2.py3-none-any.whlCollecting nest-asyncio Downloading https://pypi.doubanio.com/packages/52/e2/9b37da54e6e9094d2f558ae643d1954a0fa8215dfee4fa261f31c5439796/nest_asyncio-1.5.1-py3-none-any.whlCollecting MarkupSafe>=2.0 Downloading https://pypi.doubanio.com/packages/a3/01/8d5fd91ccc1a61b7a9e2803819b8b60c3bac37290bbbd3df33d8d548f9c1/MarkupSafe-2.0.1-cp37-cp37m-manylinux2014_aarch64.whlCollecting python-dateutil>=2.1 Downloading https://pypi.doubanio.com/packages/36/7a/87837f39d0296e723bb9b62bbb257d0355c7f6128853c78955f57342a56d/python_dateutil-2.8.2-py2.py3-none-any.whl (247kB)Collecting zipp>=0.5 Downloading https://pypi.doubanio.com/packages/92/d9/89f433969fb8dc5b9cbdd4b4deb587720ec1aeb59a020cf15002b9593eef/zipp-3.5.0-py3-none-any.whlCollecting typing-extensions>=3.6.4; python_version < "3.8" Downloading https://pypi.doubanio.com/packages/2e/35/6c4fff5ab443b57116cb1aad46421fb719bed2825664e8fe77d66d99bcbc/typing_extensions-3.10.0.0-py3-none-any.whlCollecting backcall Downloading https://pypi.doubanio.com/packages/4c/1c/ff6546b6c12603d8dd1070aa3c3d273ad4c07f5771689a7b69a550e8c951/backcall-0.2.0-py2.py3-none-any.whlCollecting pexpect>4.3; sys_platform != "win32" Downloading https://pypi.doubanio.com/packages/39/7b/88dbb785881c28a102619d46423cb853b46dbccc70d3ac362d99773a78ce/pexpect-4.8.0-py2.py3-none-any.whl (59kB)Collecting jedi>=0.16 Downloading https://pypi.doubanio.com/packages/f9/36/7aa67ae2663025b49e8426ead0bad983fee1b73f472536e9790655da0277/jedi-0.18.0-py2.py3-none-any.whl (1.4MB)Requirement already satisfied: setuptools>=18.5 in /usr/local/lib/python3.7/site-packages (from ipython<8.0,>=7.23.1->ipykernel->jupyter) (41.6.0)Collecting pickleshare Downloading https://pypi.doubanio.com/packages/9a/41/220f49aaea88bc6fa6cba8d05ecf24676326156c23b991e80b3f2fc24c77/pickleshare-0.7.5-py2.py3-none-any.whlCollecting decorator Downloading https://pypi.doubanio.com/packages/6a/36/b1b9bfdf28690ae01d9ca0aa5b0d07cb4448ac65fb91dc7e2d094e3d992f/decorator-5.0.9-py3-none-any.whlCollecting cffi>=1.0.0 Downloading https://pypi.doubanio.com/packages/7c/d7/027b40eab051119083fa64be7f86c40fc96643c627fd5068462b88f72111/cffi-1.14.6-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (206kB)Collecting ptyprocess; os_name != "nt" Downloading https://pypi.doubanio.com/packages/22/a6/858897256d0deac81a172289110f31629fc4cee19b6f01283303e18c8db3/ptyprocess-0.7.0-py2.py3-none-any.whlCollecting wcwidth Downloading https://pypi.doubanio.com/packages/59/7c/e39aca596badaf1b78e8f547c807b04dae603a433d3e7a7e04d67f2ef3e5/wcwidth-0.2.5-py2.py3-none-any.whlCollecting pyrsistent>=0.14.0 Downloading https://pypi.doubanio.com/packages/f4/d7/0fa558c4fb00f15aabc6d42d365fcca7a15fcc1091cd0f5784a14f390b7f/pyrsistent-0.18.0.tar.gz (104kB) Installing build dependencies: started Installing build dependencies: finished with status 'done' Getting requirements to build wheel: started Getting requirements to build wheel: finished with status 'done' Preparing wheel metadata: started Preparing wheel metadata: finished with status 'done'Collecting attrs>=17.4.0 Downloading https://pypi.doubanio.com/packages/20/a9/ba6f1cd1a1517ff022b35acd6a7e4246371dfab08b8e42b829b6d07913cc/attrs-21.2.0-py2.py3-none-any.whl (53kB)Collecting pyparsing>=2.0.2 Downloading https://pypi.doubanio.com/packages/8a/bb/488841f56197b13700afd5658fc279a2025a39e22449b7cf29864669b15d/pyparsing-2.4.7-py2.py3-none-any.whl (67kB)Collecting parso<0.9.0,>=0.8.0 Downloading https://pypi.doubanio.com/packages/a9/c4/d5476373088c120ffed82f34c74b266ccae31a68d665b837354d4d8dc8be/parso-0.8.2-py2.py3-none-any.whl (94kB)Collecting pycparser Downloading https://pypi.doubanio.com/packages/ae/e7/d9c3a176ca4b02024debf82342dab36efadfc5776f9c8db077e8f6e71821/pycparser-2.20-py2.py3-none-any.whl (112kB)Building wheels for collected packages: argon2-cffi, pyrsistent Building wheel for argon2-cffi (PEP 517): started Building wheel for argon2-cffi (PEP 517): finished with status 'done' Created wheel for argon2-cffi: filename=argon2_cffi-20.1.0-cp37-abi3-linux_aarch64.whl size=94330 sha256=a7e904c263450da07cbc3a73891e049bab3035c37841778963599e544d3df91c Stored in directory: /root/.cache/pip/wheels/bd/00/bf/afb81816e42f4cd82890c552262451d2683fce154d72a2a7f2 Building wheel for pyrsistent (PEP 517): started Building wheel for pyrsistent (PEP 517): finished with status 'done' Created wheel for pyrsistent: filename=pyrsistent-0.18.0-cp37-cp37m-linux_aarch64.whl size=124391 sha256=4aa68debe7bd18cef92085f61bcff6ca4a308e7a0c3baa6d5e9b79d011a0860b Stored in directory: /root/.cache/pip/wheels/41/82/79/02feba19913ccf53c135a504fd28677aeecf1980d76c1bfad5Successfully built argon2-cffi pyrsistentBuilding wheels for collected packages: pandocfilters Building wheel for pandocfilters (setup.py): started Building wheel for pandocfilters (setup.py): finished with status 'done' Created wheel for pandocfilters: filename=pandocfilters-1.4.3-cp37-none-any.whl size=7991 sha256=74eac0d992a7841f6066709dcd1dcabfa4fa58eb171649fbaef06b141bcd033c Stored in directory: /root/.cache/pip/wheels/f3/b7/38/9a1fac073c6eb0cc2524036dfcef319b829ce237c80c31c044Successfully built pandocfiltersInstalling collected packages: ipython-genutils, traitlets, jupyter-core, pyrsistent, six, attrs, zipp, typing-extensions, importlib-metadata, jsonschema, nbformat, testpath, mistune, defusedxml, webencodings, pyparsing, packaging, bleach, pandocfilters, entrypoints, pygments, jupyterlab-pygments, nest-asyncio, pyzmq, python-dateutil, tornado, jupyter-client, nbclient, MarkupSafe, jinja2, nbconvert, backcall, ptyprocess, pexpect, parso, jedi, matplotlib-inline, pickleshare, decorator, wcwidth, prompt-toolkit, ipython, argcomplete, debugpy, ipykernel, qtpy, qtconsole, jupyterlab-widgets, pycparser, cffi, argon2-cffi, terminado, Send2Trash, prometheus-client, notebook, widgetsnbextension, ipywidgets, jupyter-console, jupyterSuccessfully installed MarkupSafe-2.0.1 Send2Trash-1.8.0 argcomplete-1.12.3 argon2-cffi-20.1.0 attrs-21.2.0 backcall-0.2.0 bleach-4.0.0 cffi-1.14.6 debugpy-1.4.1 decorator-5.0.9 defusedxml-0.7.1 entrypoints-0.3 importlib-metadata-4.6.4 ipykernel-6.2.0 ipython-7.26.0 ipython-genutils-0.2.0 ipywidgets-7.6.3 jedi-0.18.0 jinja2-3.0.1 jsonschema-3.2.0 jupyter-1.0.0 jupyter-client-7.0.1 jupyter-console-6.4.0 jupyter-core-4.7.1 jupyterlab-pygments-0.1.2 jupyterlab-widgets-1.0.0 matplotlib-inline-0.1.2 mistune-0.8.4 nbclient-0.5.4 nbconvert-6.1.0 nbformat-5.1.3 nest-asyncio-1.5.1 notebook-6.4.3 packaging-21.0 pandocfilters-1.4.3 parso-0.8.2 pexpect-4.8.0 pickleshare-0.7.5 prometheus-client-0.11.0 prompt-toolkit-3.0.20 ptyprocess-0.7.0 pycparser-2.20 pygments-2.10.0 pyparsing-2.4.7 pyrsistent-0.18.0 python-dateutil-2.8.2 pyzmq-22.2.1 qtconsole-5.1.1 qtpy-1.10.0 six-1.16.0 terminado-0.11.1 testpath-0.5.0 tornado-6.1 traitlets-5.0.5 typing-extensions-3.10.0.0 wcwidth-0.2.5 webencodings-0.5.1 widgetsnbextension-3.5.1 zipp-3.5.0WARNING: You are using pip version 19.3.1; however, version 21.2.4 is available.You should consider upgrading via the 'pip install --upgrade pip' command.Writing default config to: /root/.jupyter/jupyter_notebook_config.pyRemoving intermediate container e8a384542bf2 ---> cc59b531125bStep 4/12 : RUN apt-get update && apt-get install -y openssh-server ---> Running in 2e945ea6c6c8Get:1 http://deb.debian.org/debian buster InRelease [122 kB]Get:2 http://security.debian.org/debian-security buster/updates InRelease [65.4 kB]Get:3 http://deb.debian.org/debian buster-updates InRelease [51.9 kB]Get:4 http://security.debian.org/debian-security buster/updates/main arm64 Packages [296 kB]Get:5 http://deb.debian.org/debian buster/main arm64 Packages [7735 kB]Get:6 http://deb.debian.org/debian buster-updates/main arm64 Packages [14.5 kB]Fetched 8285 kB in 3s (2598 kB/s)Reading package lists...Reading package lists...Building dependency tree...Reading state information...The following additional packages will be installed: dbus dmsetup libapparmor1 libargon2-1 libcryptsetup12 libdbus-1-3 libdevmapper1.02.1 libidn11 libip4tc0 libjson-c3 libkmod2 libnss-systemd libpam-systemd libsystemd0 libwrap0 libxmuu1 ncurses-term openssh-client openssh-sftp-server systemd systemd-sysv xauthSuggested packages: default-dbus-session-bus | dbus-session-bus keychain libpam-ssh monkeysphere ssh-askpass molly-guard rssh ufw systemd-container policykit-1The following NEW packages will be installed: dbus dmsetup libapparmor1 libargon2-1 libcryptsetup12 libdbus-1-3 libdevmapper1.02.1 libidn11 libip4tc0 libjson-c3 libkmod2 libnss-systemd libpam-systemd libwrap0 libxmuu1 ncurses-term openssh-server openssh-sftp-server systemd systemd-sysv xauthThe following packages will be upgraded: libsystemd0 openssh-client2 upgraded, 21 newly installed, 0 to remove and 130 not upgraded.Need to get 7006 kB of archives.After this operation, 23.5 MB of additional disk space will be used.Get:1 http://deb.debian.org/debian buster/main arm64 libapparmor1 arm64 2.13.2-10 [93.8 kB]Get:2 http://security.debian.org/debian-security buster/updates/main arm64 libsystemd0 arm64 241-7~deb10u8 [314 kB]Get:3 http://deb.debian.org/debian buster/main arm64 libargon2-1 arm64 0~20171227-0.2 [18.9 kB]Get:4 http://deb.debian.org/debian buster/main arm64 dmsetup arm64 2:1.02.155-3 [83.9 kB]Get:5 http://deb.debian.org/debian buster/main arm64 libdevmapper1.02.1 arm64 2:1.02.155-3 [124 kB]Get:6 http://deb.debian.org/debian buster/main arm64 libjson-c3 arm64 0.12.1+ds-2+deb10u1 [26.8 kB]Get:7 http://deb.debian.org/debian buster/main arm64 libcryptsetup12 arm64 2:2.1.0-5+deb10u2 [181 kB]Get:8 http://security.debian.org/debian-security buster/updates/main arm64 systemd arm64 241-7~deb10u8 [3256 kB]Get:9 http://deb.debian.org/debian buster/main arm64 libidn11 arm64 1.33-2.2 [113 kB]Get:10 http://deb.debian.org/debian buster/main arm64 libip4tc0 arm64 1.8.2-4 [69.6 kB]Get:11 http://deb.debian.org/debian buster/main arm64 libkmod2 arm64 26-1 [49.4 kB]Get:12 http://deb.debian.org/debian buster/main arm64 libdbus-1-3 arm64 1.12.20-0+deb10u1 [206 kB]Get:13 http://deb.debian.org/debian buster/main arm64 dbus arm64 1.12.20-0+deb10u1 [227 kB]Get:14 http://deb.debian.org/debian buster/main arm64 ncurses-term all 6.1+20181013-2+deb10u2 [490 kB]Get:15 http://deb.debian.org/debian buster/main arm64 openssh-client arm64 1:7.9p1-10+deb10u2 [757 kB]Get:16 http://deb.debian.org/debian buster/main arm64 libwrap0 arm64 7.6.q-28 [58.4 kB]Get:17 http://security.debian.org/debian-security buster/updates/main arm64 systemd-sysv arm64 241-7~deb10u8 [100 kB]Get:18 http://security.debian.org/debian-security buster/updates/main arm64 libpam-systemd arm64 241-7~deb10u8 [201 kB]Get:19 http://security.debian.org/debian-security buster/updates/main arm64 libnss-systemd arm64 241-7~deb10u8 [197 kB]Get:20 http://deb.debian.org/debian buster/main arm64 libxmuu1 arm64 2:1.1.2-2+b3 [24.1 kB]Get:21 http://deb.debian.org/debian buster/main arm64 openssh-sftp-server arm64 1:7.9p1-10+deb10u2 [42.8 kB]Get:22 http://deb.debian.org/debian buster/main arm64 openssh-server arm64 1:7.9p1-10+deb10u2 [334 kB]Get:23 http://deb.debian.org/debian buster/main arm64 xauth arm64 1:1.0.10-1 [38.2 kB]debconf: delaying package configuration, since apt-utils is not installedFetched 7006 kB in 1s (6820 kB/s)(Reading database ... 24499 files and directories currently installed.)Preparing to unpack .../libsystemd0_241-7~deb10u8_arm64.deb ...Unpacking libsystemd0:arm64 (241-7~deb10u8) over (241-7~deb10u2) ...Setting up libsystemd0:arm64 (241-7~deb10u8) ...Selecting previously unselected package libapparmor1:arm64.(Reading database ... 24499 files and directories currently installed.)Preparing to unpack .../0-libapparmor1_2.13.2-10_arm64.deb ...Unpacking libapparmor1:arm64 (2.13.2-10) ...Selecting previously unselected package libargon2-1:arm64.Preparing to unpack .../1-libargon2-1_0~20171227-0.2_arm64.deb ...Unpacking libargon2-1:arm64 (0~20171227-0.2) ...Selecting previously unselected package dmsetup.Preparing to unpack .../2-dmsetup_2%3a1.02.155-3_arm64.deb ...Unpacking dmsetup (2:1.02.155-3) ...Selecting previously unselected package libdevmapper1.02.1:arm64.Preparing to unpack .../3-libdevmapper1.02.1_2%3a1.02.155-3_arm64.deb ...Unpacking libdevmapper1.02.1:arm64 (2:1.02.155-3) ...Selecting previously unselected package libjson-c3:arm64.Preparing to unpack .../4-libjson-c3_0.12.1+ds-2+deb10u1_arm64.deb ...Unpacking libjson-c3:arm64 (0.12.1+ds-2+deb10u1) ...Selecting previously unselected package libcryptsetup12:arm64.Preparing to unpack .../5-libcryptsetup12_2%3a2.1.0-5+deb10u2_arm64.deb ...Unpacking libcryptsetup12:arm64 (2:2.1.0-5+deb10u2) ...Selecting previously unselected package libidn11:arm64.Preparing to unpack .../6-libidn11_1.33-2.2_arm64.deb ...Unpacking libidn11:arm64 (1.33-2.2) ...Selecting previously unselected package libip4tc0:arm64.Preparing to unpack .../7-libip4tc0_1.8.2-4_arm64.deb ...Unpacking libip4tc0:arm64 (1.8.2-4) ...Selecting previously unselected package libkmod2:arm64.Preparing to unpack .../8-libkmod2_26-1_arm64.deb ...Unpacking libkmod2:arm64 (26-1) ...Selecting previously unselected package systemd.Preparing to unpack .../9-systemd_241-7~deb10u8_arm64.deb ...Unpacking systemd (241-7~deb10u8) ...Setting up libapparmor1:arm64 (2.13.2-10) ...Setting up libargon2-1:arm64 (0~20171227-0.2) ...Setting up libjson-c3:arm64 (0.12.1+ds-2+deb10u1) ...Setting up libidn11:arm64 (1.33-2.2) ...Setting up libip4tc0:arm64 (1.8.2-4) ...Setting up libkmod2:arm64 (26-1) ...Setting up libdevmapper1.02.1:arm64 (2:1.02.155-3) ...Setting up libcryptsetup12:arm64 (2:2.1.0-5+deb10u2) ...Setting up systemd (241-7~deb10u8) ...Created symlink /etc/systemd/system/getty.target.wants/getty@tty1.service → /lib/systemd/system/getty@.service.Created symlink /etc/systemd/system/multi-user.target.wants/remote-fs.target → /lib/systemd/system/remote-fs.target.Created symlink /etc/systemd/system/dbus-org.freedesktop.timesync1.service → /lib/systemd/system/systemd-timesyncd.service.Created symlink /etc/systemd/system/sysinit.target.wants/systemd-timesyncd.service → /lib/systemd/system/systemd-timesyncd.service.Setting up dmsetup (2:1.02.155-3) ...Selecting previously unselected package systemd-sysv.(Reading database ... 25328 files and directories currently installed.)Preparing to unpack .../00-systemd-sysv_241-7~deb10u8_arm64.deb ...Unpacking systemd-sysv (241-7~deb10u8) ...Selecting previously unselected package libdbus-1-3:arm64.Preparing to unpack .../01-libdbus-1-3_1.12.20-0+deb10u1_arm64.deb ...Unpacking libdbus-1-3:arm64 (1.12.20-0+deb10u1) ...Selecting previously unselected package dbus.Preparing to unpack .../02-dbus_1.12.20-0+deb10u1_arm64.deb ...Unpacking dbus (1.12.20-0+deb10u1) ...Selecting previously unselected package libpam-systemd:arm64.Preparing to unpack .../03-libpam-systemd_241-7~deb10u8_arm64.deb ...Unpacking libpam-systemd:arm64 (241-7~deb10u8) ...Selecting previously unselected package ncurses-term.Preparing to unpack .../04-ncurses-term_6.1+20181013-2+deb10u2_all.deb ...Unpacking ncurses-term (6.1+20181013-2+deb10u2) ...Preparing to unpack .../05-openssh-client_1%3a7.9p1-10+deb10u2_arm64.deb ...Unpacking openssh-client (1:7.9p1-10+deb10u2) over (1:7.9p1-10+deb10u1) ...Selecting previously unselected package libwrap0:arm64.Preparing to unpack .../06-libwrap0_7.6.q-28_arm64.deb ...Unpacking libwrap0:arm64 (7.6.q-28) ...Selecting previously unselected package libxmuu1:arm64.Preparing to unpack .../07-libxmuu1_2%3a1.1.2-2+b3_arm64.deb ...Unpacking libxmuu1:arm64 (2:1.1.2-2+b3) ...Selecting previously unselected package openssh-sftp-server.Preparing to unpack .../08-openssh-sftp-server_1%3a7.9p1-10+deb10u2_arm64.deb ...Unpacking openssh-sftp-server (1:7.9p1-10+deb10u2) ...Selecting previously unselected package openssh-server.Preparing to unpack .../09-openssh-server_1%3a7.9p1-10+deb10u2_arm64.deb ...Unpacking openssh-server (1:7.9p1-10+deb10u2) ...Selecting previously unselected package xauth.Preparing to unpack .../10-xauth_1%3a1.0.10-1_arm64.deb ...Unpacking xauth (1:1.0.10-1) ...Selecting previously unselected package libnss-systemd:arm64.Preparing to unpack .../11-libnss-systemd_241-7~deb10u8_arm64.deb ...Unpacking libnss-systemd:arm64 (241-7~deb10u8) ...Setting up systemd-sysv (241-7~deb10u8) ...Setting up openssh-client (1:7.9p1-10+deb10u2) ...Setting up libnss-systemd:arm64 (241-7~deb10u8) ...First installation detected...Checking NSS setup...Setting up libwrap0:arm64 (7.6.q-28) ...Setting up libdbus-1-3:arm64 (1.12.20-0+deb10u1) ...Setting up dbus (1.12.20-0+deb10u1) ...invoke-rc.d: could not determine current runlevelinvoke-rc.d: policy-rc.d denied execution of start.Setting up libpam-systemd:arm64 (241-7~deb10u8) ...debconf: unable to initialize frontend: Dialogdebconf: (TERM is not set, so the dialog frontend is not usable.)debconf: falling back to frontend: ReadlineSetting up libxmuu1:arm64 (2:1.1.2-2+b3) ...Setting up ncurses-term (6.1+20181013-2+deb10u2) ...Setting up openssh-sftp-server (1:7.9p1-10+deb10u2) ...Setting up openssh-server (1:7.9p1-10+deb10u2) ...debconf: unable to initialize frontend: Dialogdebconf: (TERM is not set, so the dialog frontend is not usable.)debconf: falling back to frontend: ReadlineCreating config file /etc/ssh/sshd_config with new versionCreating SSH2 RSA key; this may take some time ...2048 SHA256:cEaUdyT6Hx04XRMm9rM/3XwpPfYW1pk8aLuPj+H/H74 root@2e945ea6c6c8 (RSA)Creating SSH2 ECDSA key; this may take some time ...256 SHA256:SdNsg649xnvS1iDxsRnLZyYbAoBuVC0AAgBn2BrpBIA root@2e945ea6c6c8 (ECDSA)Creating SSH2 ED25519 key; this may take some time ...256 SHA256:gp7YaazhqkMCaueTtGPhN4eqXQM7EY/qo6CIMJKJUAM root@2e945ea6c6c8 (ED25519)Created symlink /etc/systemd/system/sshd.service → /lib/systemd/system/ssh.service.Created symlink /etc/systemd/system/multi-user.target.wants/ssh.service → /lib/systemd/system/ssh.service.invoke-rc.d: could not determine current runlevelinvoke-rc.d: policy-rc.d denied execution of start.Setting up xauth (1:1.0.10-1) ...Processing triggers for systemd (241-7~deb10u8) ...Processing triggers for libc-bin (2.28-10) ...Removing intermediate container 2e945ea6c6c8 ---> 2e0c25b239f8Step 5/12 : RUN sed -ri 's/UsePAM yes/#UsePAM yes/g' /etc/ssh/sshd_config && sed -ri 's/^#?PermitRootLogin\s+.*/PermitRootLogin yes/' /etc/ssh/sshd_config ---> Running in feb082ef3d54Removing intermediate container feb082ef3d54 ---> 04e7d111667fStep 6/12 : ENV http_proxy '' ---> Running in d85cabc29931Removing intermediate container d85cabc29931 ---> 7be3a0816c55Step 7/12 : ENV https_proxy '' ---> Running in fde04a902addRemoving intermediate container fde04a902add ---> ab4b80bbf41dStep 8/12 : ENV ftp_proxy '' ---> Running in e69f82c2dbdbRemoving intermediate container e69f82c2dbdb ---> b5e9f01546bdStep 9/12 : RUN useradd -d /home/hwMindX -u 9000 -m -s /bin/bash hwMindX && useradd -d /home/HwHiAiUser -u 1000 -m -s /bin/bash HwHiAiUser && usermod -a -G HwHiAiUser hwMindX ---> Running in 4d1821f15a61Removing intermediate container 4d1821f15a61 ---> 62891e7cf121Step 10/12 : RUN echo root:123123 | chpasswd ---> Running in 6f31c83a1b24Removing intermediate container 6f31c83a1b24 ---> 90fb27e9b246Step 11/12 : USER hwMindX ---> Running in 3dca31695032Removing intermediate container 3dca31695032 ---> 3c8e3d5fb2dfStep 12/12 : ENTRYPOINT jupyter notebook --allow-root ---> Running in 0af4a0c4ebf0Removing intermediate container 0af4a0c4ebf0 ---> 36ec8fff3e06Successfully built 36ec8fff3e06Successfully tagged notebook:latestroot@ubuntu:~/123/jupyter-notebook# root@ubuntu:~/123/jupyter-notebook# docker images | grep notebook notebook latest 36ec8fff3e06 2 minutes ago 1.04GBroot@ubuntu:~/123/jupyter-notebook#十、构建tensorboard镜像
root@ubuntu:~/123# mkdir tensorboardroot@ubuntu:~/123# cd tensorboardroot@ubuntu:~/123/tensorboard# vi Dockerfileroot@ubuntu:~/123/tensorboard# cat Dockerfile FROM python:3.7.5# -------------------------(Optional) Configure the pip source.--[l(1] ---------------------#ENV http_proxy http://<user>:<password>@ip:port#ENV https_proxy http://<user>:<password>@ip:port#ENV ftp_proxy ftp://<user>:<password>@ip:portRUN mkdir -p ~/.pip \&& echo '[global] \n\ index-url=https://pypi.doubanio.com/simple/\n\ trusted-host=pypi.doubanio.com' >> ~/.pip/pip.confRUN pip install --upgrade pip && pip install tensorboard==1.15.0ENV http_proxy ''ENV https_proxy ''ENV ftp_proxy ''RUN useradd -d /home/hwMindX -u 9000 -m -s /bin/bash hwMindX && \ useradd -d /home/HwHiAiUser -u 1000 -m -s /bin/bash HwHiAiUser && \ usermod -a -G HwHiAiUser hwMindXUSER hwMindXroot@ubuntu:~/123/tensorboard# docker build -t tensorboard:latest .Sending build context to Docker daemon 2.56kBStep 1/8 : FROM python:3.7.5 ---> a4356c370cdaStep 2/8 : RUN mkdir -p ~/.pip && echo '[global] \nindex-url=https://pypi.doubanio.com/simple/\ntrusted-host=pypi.doubanio.com' >> ~/.pip/pip.conf ---> Using cache ---> 2e9619b95f3cStep 3/8 : RUN pip install --upgrade pip && pip install tensorboard==1.15.0 ---> Running in 7d03c4546a34Looking in indexes: https://pypi.doubanio.com/simple/Collecting pip Downloading https://pypi.doubanio.com/packages/ca/31/b88ef447d595963c01060998cb329251648acf4a067721b0452c45527eb8/pip-21.2.4-py3-none-any.whl (1.6MB)Installing collected packages: pip Found existing installation: pip 19.3.1 Uninstalling pip-19.3.1: Successfully uninstalled pip-19.3.1Successfully installed pip-21.2.4Looking in indexes: https://pypi.doubanio.com/simple/Collecting tensorboard==1.15.0 Downloading https://pypi.doubanio.com/packages/1e/e9/d3d747a97f7188f48aa5eda486907f3b345cd409f0a0850468ba867db246/tensorboard-1.15.0-py3-none-any.whl (3.8 MB)Requirement already satisfied: setuptools>=41.0.0 in /usr/local/lib/python3.7/site-packages (from tensorboard==1.15.0) (41.6.0)Collecting markdown>=2.6.8 Downloading https://pypi.doubanio.com/packages/6e/33/1ae0f71395e618d6140fbbc9587cc3156591f748226075e0f7d6f9176522/Markdown-3.3.4-py3-none-any.whl (97 kB)Collecting six>=1.10.0 Downloading https://pypi.doubanio.com/packages/d9/5a/e7c31adbe875f2abbb91bd84cf2dc52d792b5a01506781dbcf25c91daf11/six-1.16.0-py2.py3-none-any.whl (11 kB)Collecting numpy>=1.12.0 Downloading https://pypi.doubanio.com/packages/5c/61/b2f14fb5aa1198fa63c6c90205dc2557df5cacdeb0b16d66abc6af8724b8/numpy-1.21.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (13.0 MB)Collecting werkzeug>=0.11.15 Downloading https://pypi.doubanio.com/packages/bd/24/11c3ea5a7e866bf2d97f0501d0b4b1c9bbeade102bb4b588f0d2919a5212/Werkzeug-2.0.1-py3-none-any.whl (288 kB)Requirement already satisfied: wheel>=0.26 in /usr/local/lib/python3.7/site-packages (from tensorboard==1.15.0) (0.33.6)Collecting grpcio>=1.6.3 Downloading https://pypi.doubanio.com/packages/8d/87/f66686884e21e4350746a18e664202ab9b39a3cd527df3ff54a022935ee5/grpcio-1.39.0-cp37-cp37m-manylinux_2_24_aarch64.whl (38.5 MB)Collecting protobuf>=3.6.0 Downloading https://pypi.doubanio.com/packages/fd/5f/6d6f7a5859caf79894685ec543354edc05538a0a34d63a411a2a7cb4ecfd/protobuf-3.17.3-cp37-cp37m-manylinux2014_aarch64.whl (922 kB)Collecting absl-py>=0.4 Downloading https://pypi.doubanio.com/packages/23/47/835652c7e19530973c73c65e652fc53bd05725d5a7cf9bb8706777869c1e/absl_py-0.13.0-py3-none-any.whl (132 kB)Collecting importlib-metadata Downloading https://pypi.doubanio.com/packages/c0/72/4512a88e402d4dc3bab49a845130d95ac48936ef3a9469b55cc79a60d84d/importlib_metadata-4.6.4-py3-none-any.whl (17 kB)Collecting zipp>=0.5 Downloading https://pypi.doubanio.com/packages/92/d9/89f433969fb8dc5b9cbdd4b4deb587720ec1aeb59a020cf15002b9593eef/zipp-3.5.0-py3-none-any.whl (5.7 kB)Collecting typing-extensions>=3.6.4 Downloading https://pypi.doubanio.com/packages/2e/35/6c4fff5ab443b57116cb1aad46421fb719bed2825664e8fe77d66d99bcbc/typing_extensions-3.10.0.0-py3-none-any.whl (26 kB)Installing collected packages: zipp, typing-extensions, six, importlib-metadata, werkzeug, protobuf, numpy, markdown, grpcio, absl-py, tensorboardSuccessfully installed absl-py-0.13.0 grpcio-1.39.0 importlib-metadata-4.6.4 markdown-3.3.4 numpy-1.21.2 protobuf-3.17.3 six-1.16.0 tensorboard-1.15.0 typing-extensions-3.10.0.0 werkzeug-2.0.1 zipp-3.5.0WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venvRemoving intermediate container 7d03c4546a34 ---> 4dd40311445cStep 4/8 : ENV http_proxy '' ---> Running in 51e014124cefRemoving intermediate container 51e014124cef ---> 90694cc782caStep 5/8 : ENV https_proxy '' ---> Running in ddaaf7ceededRemoving intermediate container ddaaf7ceeded ---> 66a6f22d6688Step 6/8 : ENV ftp_proxy '' ---> Running in d18d506c95bbRemoving intermediate container d18d506c95bb ---> a6f8d3009ce3Step 7/8 : RUN useradd -d /home/hwMindX -u 9000 -m -s /bin/bash hwMindX && useradd -d /home/HwHiAiUser -u 1000 -m -s /bin/bash HwHiAiUser && usermod -a -G HwHiAiUser hwMindX ---> Running in c29af506d5edRemoving intermediate container c29af506d5ed ---> 5faf1754dabaStep 8/8 : USER hwMindX ---> Running in d032b1b13d00Removing intermediate container d032b1b13d00 ---> d00db512a587Successfully built d00db512a587Successfully tagged tensorboard:latestroot@ubuntu:~/123/tensorboard# docker images | grep tensorboardtensorboard latest d00db512a587 3 minutes ago 1.12GBroot@ubuntu:~/123/tensorboard#十一、构建mindinsight镜像
root@ubuntu:~/123# mkdir mindinsightroot@ubuntu:~/123# cd mindinsightroot@ubuntu:~/123/mindinsight# wget https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.3.0/MindInsight/any/mindinsight-1.3.0-py3-none-any.whl--2021-08-21 11:29:24-- https://ms-release.obs.cn-north-4.myhuaweicloud.com/1.3.0/MindInsight/any/mindinsight-1.3.0-py3-none-any.whlResolving ms-release.obs.cn-north-4.myhuaweicloud.com (ms-release.obs.cn-north-4.myhuaweicloud.com)... 49.4.112.92, 49.4.112.3, 49.4.112.91Connecting to ms-release.obs.cn-north-4.myhuaweicloud.com (ms-release.obs.cn-north-4.myhuaweicloud.com)|49.4.112.92|:443... connected.HTTP request sent, awaiting response... 200 OKLength: 5422450 (5.2M) [binary/octet-stream]Saving to: ‘mindinsight-1.3.0-py3-none-any.whl’mindinsight-1.3.0-py3-none-any.whl 100%[====================================================================================================================>] 5.17M 24.3MB/s in 0.2s 2021-08-21 11:29:25 (24.3 MB/s) - ‘mindinsight-1.3.0-py3-none-any.whl’ saved [5422450/5422450]root@ubuntu:~/123/mindinsight# vi Dockerfileroot@ubuntu:~/123/mindinsight# root@ubuntu:~/123/mindinsight# root@ubuntu:~/123/mindinsight# root@ubuntu:~/123/mindinsight# cat Dockerfile FROM python:3.7.5 # -------------------------(Optional) Configure the pip source.--[l(1] ---------------------#ENV http_proxy http://<user>:<password>@ip:port#ENV https_proxy http://<user>:<password>@ip:port#ENV ftp_proxy ftp://<user>:<password>@ip:port WORKDIR /tmpCOPY . ./ RUN mkdir -p ~/.pip \&& echo '[global] \n\ index-url=https://pypi.doubanio.com/simple/\n\ trusted-host=pypi.doubanio.com' >> ~/.pip/pip.conf RUN pip install --upgrade pip && pip3 install mindinsight-1.3.0-py3-none-any.whl && \ rm mindinsight-1.3.0-py3-none-any.whl && rm DockerfileRUN sed -i "/^HOST/cHOST = '0.0.0.0'" /usr/local/lib/python3.7/site-packages/mindinsight/conf/constants.py ENV http_proxy ''ENV https_proxy ''ENV ftp_proxy ''RUN useradd -d /home/hwMindX -u 9000 -m -s /bin/bash hwMindX && \ useradd -d /home/HwHiAiUser -u 1000 -m -s /bin/bash HwHiAiUser && \ usermod -a -G HwHiAiUser hwMindXroot@ubuntu:~/123/mindinsight# vi start.shroot@ubuntu:~/123/mindinsight# root@ubuntu:~/123/mindinsight# root@ubuntu:~/123/mindinsight# vi start.shroot@ubuntu:~/123/mindinsight# root@ubuntu:~/123/mindinsight# root@ubuntu:~/123/mindinsight# root@ubuntu:~/123/mindinsight# cat start.sh #!/bin/bash param=$* mindinsight start $paramwhile truedo sleep 30 processnum=`ps -ef | grep -w gunicorn | grep -v grep | wc -l` if [ $processnum -le 0 ];then exit 1 fidoneroot@ubuntu:~/123/mindinsight# docker build -t mindinsight:latest .Sending build context to Docker daemon 5.427MBStep 1/10 : FROM python:3.7.5 ---> a4356c370cdaStep 2/10 : WORKDIR /tmp ---> Using cache ---> 6dca759650ebStep 3/10 : COPY . ./ ---> 1c047c1f27a0Step 4/10 : RUN mkdir -p ~/.pip && echo '[global] \nindex-url=https://pypi.doubanio.com/simple/\ntrusted-host=pypi.doubanio.com' >> ~/.pip/pip.conf ---> Running in 9ec07e2141f8Removing intermediate container 9ec07e2141f8 ---> d2770d9bceb0Step 5/10 : RUN pip install --upgrade pip && pip3 install mindinsight-1.3.0-py3-none-any.whl && rm mindinsight-1.3.0-py3-none-any.whl && rm Dockerfile ---> Running in 4f6b33bf9638Looking in indexes: https://pypi.doubanio.com/simple/Collecting pip Downloading https://pypi.doubanio.com/packages/ca/31/b88ef447d595963c01060998cb329251648acf4a067721b0452c45527eb8/pip-21.2.4-py3-none-any.whl (1.6MB)Installing collected packages: pip Found existing installation: pip 19.3.1 Uninstalling pip-19.3.1: Successfully uninstalled pip-19.3.1Successfully installed pip-21.2.4Looking in indexes: https://pypi.doubanio.com/simple/Processing ./mindinsight-1.3.0-py3-none-any.whlCollecting treelib>=1.6.1 Downloading https://pypi.doubanio.com/packages/04/b0/2269c328abffbb63979f7143351a24a066776b87526d79956aea5018b80a/treelib-1.6.1.tar.gz (24 kB)Collecting XlsxWriter>=1.3.2 Downloading https://pypi.doubanio.com/packages/68/51/f6f6aa86106712dad0db9663c7d24b6b32d2103b626d900fa68d48a9b262/XlsxWriter-3.0.1-py3-none-any.whl (148 kB)Collecting pandas>=1.0.4 Downloading https://pypi.doubanio.com/packages/08/dc/d3513ec40c7df37a0e55b749a9b3a715f0d8b992c34c6ec6050bfd4a1703/pandas-1.3.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (10.7 MB)Collecting MarkupSafe>=1.1.1 Downloading https://pypi.doubanio.com/packages/70/fc/5a7253a9c1c4e2a3feadb80a5def4563500daa4b2d4a39cae39483afa1b0/MarkupSafe-2.0.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (26 kB)Collecting scikit-learn>=0.23.1 Downloading https://pypi.doubanio.com/packages/f3/78/b4aa1db778c2eb4a2e7ee0df84461ecb1bb2019031fd08723bd4c923452f/scikit_learn-0.24.2-cp37-cp37m-manylinux2014_aarch64.whl (24.0 MB)Collecting psutil>=5.7.0 Downloading https://pypi.doubanio.com/packages/e1/b0/7276de53321c12981717490516b7e612364f2cb372ee8901bd4a66a000d7/psutil-5.8.0.tar.gz (470 kB)Collecting marshmallow>=3.10.0 Downloading https://pypi.doubanio.com/packages/2b/fb/d42cbb318e07c4d709a3cb8d85a2ca75fbb373fc536cb0afd36039233f32/marshmallow-3.13.0-py2.py3-none-any.whl (47 kB)Collecting yapf>=0.30.0 Downloading https://pypi.doubanio.com/packages/5f/0d/8814e79eb865eab42d95023b58b650d01dec6f8ea87fc9260978b1bf2167/yapf-0.31.0-py2.py3-none-any.whl (185 kB)Collecting Jinja2>=2.10.1 Downloading https://pypi.doubanio.com/packages/80/21/ae597efc7ed8caaa43fb35062288baaf99a7d43ff0cf66452ddf47604ee6/Jinja2-3.0.1-py3-none-any.whl (133 kB)Collecting Flask>=1.1.1 Downloading https://pypi.doubanio.com/packages/54/4f/1b294c1a4ab7b2ad5ca5fc4a9a65a22ef1ac48be126289d97668852d4ab3/Flask-2.0.1-py3-none-any.whl (94 kB)Collecting protobuf>=3.8.0 Downloading https://pypi.doubanio.com/packages/fd/5f/6d6f7a5859caf79894685ec543354edc05538a0a34d63a411a2a7cb4ecfd/protobuf-3.17.3-cp37-cp37m-manylinux2014_aarch64.whl (922 kB)Collecting google-pasta>=0.1.8 Downloading https://pypi.doubanio.com/packages/a3/de/c648ef6835192e6e2cc03f40b19eeda4382c49b5bafb43d88b931c4c74ac/google_pasta-0.2.0-py3-none-any.whl (57 kB)Collecting pyyaml>=5.3.1 Downloading https://pypi.doubanio.com/packages/32/ac/a9383af90be713b0cb2ee7c7eb4317ab76957ed0a7e4aa9b9c170a992565/PyYAML-5.4.1-cp37-cp37m-manylinux2014_aarch64.whl (716 kB)Collecting gunicorn>=20.0.4 Downloading https://pypi.doubanio.com/packages/e4/dd/5b190393e6066286773a67dfcc2f9492058e9b57c4867a95f1ba5caf0a83/gunicorn-20.1.0-py3-none-any.whl (79 kB)Collecting pillow>=6.2.0 Downloading https://pypi.doubanio.com/packages/df/97/e6e1aae9d75a7ac638cd7e5c5ddd1cf0ed3813275c07a43b68d081e1d479/Pillow-8.3.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (2.9 MB)Collecting Click>=7.0 Downloading https://pypi.doubanio.com/packages/76/0a/b6c5f311e32aeb3b406e03c079ade51e905ea630fc19d1262a46249c1c86/click-8.0.1-py3-none-any.whl (97 kB)Collecting scipy>=1.5.2 Downloading https://pypi.doubanio.com/packages/01/0b/279f3a059ee7e59aa087ccfe0c81e69fc286b869a9052f8c119ba1138a7b/scipy-1.7.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (27.3 MB)Collecting grpcio<=1.36.0,>=1.35.0 Downloading https://pypi.doubanio.com/packages/9d/9e/18e92a4042fdee8613f5613a37cf7162d32b5674f1b12d0f7b042e7e710b/grpcio-1.36.0.tar.gz (21.5 MB)Collecting Flask-Cors>=3.0.8 Downloading https://pypi.doubanio.com/packages/db/84/901e700de86604b1c4ef4b57110d4e947c218b9997adf5d38fa7da493bce/Flask_Cors-3.0.10-py2.py3-none-any.whl (14 kB)Collecting numpy>=1.17.0 Downloading https://pypi.doubanio.com/packages/5c/61/b2f14fb5aa1198fa63c6c90205dc2557df5cacdeb0b16d66abc6af8724b8/numpy-1.21.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (13.0 MB)Collecting six>=1.12.0 Downloading https://pypi.doubanio.com/packages/d9/5a/e7c31adbe875f2abbb91bd84cf2dc52d792b5a01506781dbcf25c91daf11/six-1.16.0-py2.py3-none-any.whl (11 kB)Collecting itsdangerous>=1.1.0 Downloading https://pypi.doubanio.com/packages/9c/96/26f935afba9cd6140216da5add223a0c465b99d0f112b68a4ca426441019/itsdangerous-2.0.1-py3-none-any.whl (18 kB)Collecting Werkzeug>=1.0.0 Downloading https://pypi.doubanio.com/packages/bd/24/11c3ea5a7e866bf2d97f0501d0b4b1c9bbeade102bb4b588f0d2919a5212/Werkzeug-2.0.1-py3-none-any.whl (288 kB)Collecting importlib-metadata Downloading https://pypi.doubanio.com/packages/c0/72/4512a88e402d4dc3bab49a845130d95ac48936ef3a9469b55cc79a60d84d/importlib_metadata-4.6.4-py3-none-any.whl (17 kB)Requirement already satisfied: setuptools>=3.0 in /usr/local/lib/python3.7/site-packages (from gunicorn>=20.0.4->mindinsight==1.3.0) (41.6.0)Collecting pytz>=2017.3 Downloading https://pypi.doubanio.com/packages/70/94/784178ca5dd892a98f113cdd923372024dc04b8d40abe77ca76b5fb90ca6/pytz-2021.1-py2.py3-none-any.whl (510 kB)Collecting python-dateutil>=2.7.3 Downloading https://pypi.doubanio.com/packages/36/7a/87837f39d0296e723bb9b62bbb257d0355c7f6128853c78955f57342a56d/python_dateutil-2.8.2-py2.py3-none-any.whl (247 kB)Collecting threadpoolctl>=2.0.0 Downloading https://pypi.doubanio.com/packages/c6/e8/c216b9b60cbba4642d3ca1bae7a53daa0c24426f662e0e3ce3dc7f6caeaa/threadpoolctl-2.2.0-py3-none-any.whl (12 kB)Collecting joblib>=0.11 Downloading https://pypi.doubanio.com/packages/55/85/70c6602b078bd9e6f3da4f467047e906525c355a4dacd4f71b97a35d9897/joblib-1.0.1-py3-none-any.whl (303 kB)Collecting future Downloading https://pypi.doubanio.com/packages/45/0b/38b06fd9b92dc2b68d58b75f900e97884c45bedd2ff83203d933cf5851c9/future-0.18.2.tar.gz (829 kB)Collecting typing-extensions>=3.6.4 Downloading https://pypi.doubanio.com/packages/2e/35/6c4fff5ab443b57116cb1aad46421fb719bed2825664e8fe77d66d99bcbc/typing_extensions-3.10.0.0-py3-none-any.whl (26 kB)Collecting zipp>=0.5 Downloading https://pypi.doubanio.com/packages/92/d9/89f433969fb8dc5b9cbdd4b4deb587720ec1aeb59a020cf15002b9593eef/zipp-3.5.0-py3-none-any.whl (5.7 kB)Building wheels for collected packages: grpcio, psutil, treelib, future Building wheel for grpcio (setup.py): started Building wheel for grpcio (setup.py): still running... Building wheel for grpcio (setup.py): finished with status 'done' Created wheel for grpcio: filename=grpcio-1.36.0-cp37-cp37m-linux_aarch64.whl size=43277028 sha256=0f9c41905a2331f6405bee3d2e7dcf083ea1aa6e39f85ae1190ff3a2ce98069a Stored in directory: /root/.cache/pip/wheels/dd/72/74/30b696f7d2a6abedf42d201eccd5f7a03f84931dfaa4b147db Building wheel for psutil (setup.py): started Building wheel for psutil (setup.py): finished with status 'done' Created wheel for psutil: filename=psutil-5.8.0-cp37-cp37m-linux_aarch64.whl size=295178 sha256=34f88db3e2056672357f438d0d338027bb65594437eafb4ae7c391ad0380d8bb Stored in directory: /root/.cache/pip/wheels/2f/c7/77/86efc5d98b9a79575ab1aaa9c24651f8841e57d46862979efd Building wheel for treelib (setup.py): started Building wheel for treelib (setup.py): finished with status 'done' Created wheel for treelib: filename=treelib-1.6.1-py3-none-any.whl size=18370 sha256=437a681028a4c479a0cc23c87a01a2cc51be82dc9fd355f3baa9e1363fe7fa5b Stored in directory: /root/.cache/pip/wheels/44/dd/b6/a9967a60d3575162a2e29846347f826dcb20466b0a1b67198e Building wheel for future (setup.py): started Building wheel for future (setup.py): finished with status 'done' Created wheel for future: filename=future-0.18.2-py3-none-any.whl size=491056 sha256=5b3be1990014b279b2ec75bfb2ba81737b5f2eee949d6573c7924391bdd19ed7 Stored in directory: /root/.cache/pip/wheels/97/83/dc/8e47b8e3874918101250790fbce5d89fef8d0c33eb8097ad07Successfully built grpcio psutil treelib futureInstalling collected packages: zipp, typing-extensions, MarkupSafe, importlib-metadata, Werkzeug, six, numpy, Jinja2, itsdangerous, Click, threadpoolctl, scipy, pytz, python-dateutil, joblib, future, Flask, yapf, XlsxWriter, treelib, scikit-learn, pyyaml, psutil, protobuf, pillow, pandas, marshmallow, gunicorn, grpcio, google-pasta, Flask-Cors, mindinsightSuccessfully installed Click-8.0.1 Flask-2.0.1 Flask-Cors-3.0.10 Jinja2-3.0.1 MarkupSafe-2.0.1 Werkzeug-2.0.1 XlsxWriter-3.0.1 future-0.18.2 google-pasta-0.2.0 grpcio-1.36.0 gunicorn-20.1.0 importlib-metadata-4.6.4 itsdangerous-2.0.1 joblib-1.0.1 marshmallow-3.13.0 mindinsight-1.3.0 numpy-1.21.2 pandas-1.3.2 pillow-8.3.1 protobuf-3.17.3 psutil-5.8.0 python-dateutil-2.8.2 pytz-2021.1 pyyaml-5.4.1 scikit-learn-0.24.2 scipy-1.7.1 six-1.16.0 threadpoolctl-2.2.0 treelib-1.6.1 typing-extensions-3.10.0.0 yapf-0.31.0 zipp-3.5.0WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venvRemoving intermediate container 4f6b33bf9638 ---> 2ef8fa6e4a74Step 6/10 : RUN sed -i "/^HOST/cHOST = '0.0.0.0'" /usr/local/lib/python3.7/site-packages/mindinsight/conf/constants.py ---> Running in 1da0a898001bRemoving intermediate container 1da0a898001b ---> 08940216b1ccStep 7/10 : ENV http_proxy '' ---> Running in 34dee7b0cd32Removing intermediate container 34dee7b0cd32 ---> 7b7d62b31d09Step 8/10 : ENV https_proxy '' ---> Running in ccc705d304f8Removing intermediate container ccc705d304f8 ---> a533d73340dbStep 9/10 : ENV ftp_proxy '' ---> Running in 583ab62da6b4Removing intermediate container 583ab62da6b4 ---> e9377900aedcStep 10/10 : RUN useradd -d /home/hwMindX -u 9000 -m -s /bin/bash hwMindX && useradd -d /home/HwHiAiUser -u 1000 -m -s /bin/bash HwHiAiUser && usermod -a -G HwHiAiUser hwMindX ---> Running in c111b84f6220Removing intermediate container c111b84f6220 ---> 7c11b719966bSuccessfully built 7c11b719966bSuccessfully tagged mindinsight:latestroot@ubuntu:~/123/mindinsight# docker images | grep mindinsightmindinsight latest 7c11b719966b 17 seconds ago 1.52GBroot@ubuntu:~/123/mindinsight#十二、配置Grafana
关上Prometheus地址 》 抉择“Status > Targets” 》 当kubenetes-cadvisor下的“Endpoint”状态为“UP”时，记录“Labels”下的job值，该值为cadvisor所在节点的nodeName，下方文件中的“nodeName”批量替换成此名称。
{ "annotations": { "list": [ { "builtIn": 1, "datasource": "-- Grafana --", "enable": true, "hide": true, "iconColor": "rgba(0, 211, 255, 1)", "name": "Annotations & Alerts", "type": "dashboard" } ] }, "editable": true, "gnetId": null, "graphTooltip": 0, "id": 2, "links": [], "panels": [ { "datasource": null, "fieldConfig": { "defaults": { "custom": {}, "mappings": [], "thresholds": { "mode": "absolute", "steps": [ { "color": "green", "value": null }, { "color": "red", "value": 80 } ] } }, "overrides": [] }, "gridPos": { "h": 8, "w": 7, "x": 0, "y": 0 }, "id": 2, "options": { "orientation": "auto", "reduceOptions": { "calcs": [ "mean" ], "fields": "", "values": false }, "showThresholdLabels": false, "showThresholdMarkers": true }, "pluginVersion": "7.0.2", "targets": [ { "expr": "npu_chip_info_health_status{id=\"0\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片0", "refId": "A" }, { "expr": "npu_chip_info_health_status{id=\"1\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片1", "refId": "B" }, { "expr": "npu_chip_info_health_status{id=\"2\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片2", "refId": "C" }, { "expr": "npu_chip_info_health_status{id=\"3\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片3", "refId": "D" }, { "expr": "npu_chip_info_health_status{id=\"4\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片4", "refId": "E" }, { "expr": "npu_chip_info_health_status{id=\"5\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片5", "refId": "F" }, { "expr": "npu_chip_info_health_status{id=\"6\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片6", "refId": "G" }, { "expr": "npu_chip_info_health_status{id=\"7\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片7", "refId": "H" } ], "timeFrom": null, "timeShift": null, "title": "npu衰弱状态(nodeName)", "type": "gauge" }, { "aliasColors": {}, "bars": false, "dashLength": 10, "dashes": false, "datasource": "Prometheus", "fieldConfig": { "defaults": { "custom": {}, "mappings": [], "thresholds": { "mode": "absolute", "steps": [ { "color": "green", "value": null }, { "color": "red", "value": 80 } ] } }, "overrides": [] }, "fill": 1, "fillGradient": 0, "gridPos": { "h": 8, "w": 8, "x": 7, "y": 0 }, "hiddenSeries": false, "id": 6, "legend": { "avg": false, "current": false, "max": false, "min": false, "show": true, "total": false, "values": false }, "lines": true, "linewidth": 1, "nullPointMode": "null", "options": { "dataLinks": [] }, "percentage": false, "pluginVersion": "7.0.3", "pointradius": 2, "points": false, "renderer": "flot", "seriesOverrides": [], "spaceLength": 10, "stack": false, "steppedLine": false, "targets": [ { "expr": "npu_chip_info_temperature{id=\"0\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片0", "refId": "A" }, { "expr": "npu_chip_info_temperature{id=\"1\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片1", "refId": "B" }, { "expr": "npu_chip_info_temperature{id=\"2\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片2", "refId": "C" }, { "expr": "npu_chip_info_temperature{id=\"3\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片3", "refId": "D" }, { "expr": "npu_chip_info_temperature{id=\"4\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片4", "refId": "E" }, { "expr": "npu_chip_info_temperature{id=\"5\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片5", "refId": "F" }, { "expr": "npu_chip_info_temperature{id=\"6\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片6", "refId": "G" }, { "expr": "npu_chip_info_temperature{id=\"7\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片7", "refId": "H" } ], "thresholds": [], "timeFrom": null, "timeRegions": [], "timeShift": null, "title": "npu温度(nodeName)", "tooltip": { "shared": true, "sort": 0, "value_type": "individual" }, "type": "graph", "xaxis": { "buckets": null, "mode": "time", "name": null, "show": true, "values": [] }, "yaxes": [ { "format": "short", "label": null, "logBase": 1, "max": null, "min": null, "show": true }, { "format": "short", "label": null, "logBase": 1, "max": null, "min": null, "show": true } ], "yaxis": { "align": false, "alignLevel": null } }, { "datasource": null, "fieldConfig": { "defaults": { "custom": {}, "mappings": [], "thresholds": { "mode": "absolute", "steps": [ { "color": "green", "value": null }, { "color": "red", "value": 80 } ] } }, "overrides": [] }, "gridPos": { "h": 8, "w": 8, "x": 15, "y": 0 }, "id": 12, "options": { "colorMode": "value", "graphMode": "area", "justifyMode": "auto", "orientation": "auto", "reduceOptions": { "calcs": [ "mean" ], "fields": "", "values": false } }, "pluginVersion": "7.0.2", "targets": [ { "expr": "npu_chip_info_voltage{id=\"0\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片0", "refId": "A" }, { "expr": "npu_chip_info_voltage{id=\"1\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片1", "refId": "B" }, { "expr": "npu_chip_info_voltage{id=\"2\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片2", "refId": "C" }, { "expr": "npu_chip_info_voltage{id=\"3\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片3", "refId": "D" }, { "expr": "npu_chip_info_voltage{id=\"4\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片4", "refId": "E" }, { "expr": "npu_chip_info_voltage{id=\"5\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片5", "refId": "F" }, { "expr": "npu_chip_info_voltage{id=\"6\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片6", "refId": "G" }, { "expr": "npu_chip_info_voltage{id=\"7\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片7", "refId": "H" } ], "timeFrom": null, "timeShift": null, "title": "npu电压(nodeName)", "type": "stat" }, { "aliasColors": {}, "bars": false, "dashLength": 10, "dashes": false, "datasource": null, "fieldConfig": { "defaults": { "custom": { "align": null }, "mappings": [], "thresholds": { "mode": "absolute", "steps": [ { "color": "green", "value": null }, { "color": "red", "value": 80 } ] } }, "overrides": [] }, "fill": 1, "fillGradient": 0, "gridPos": { "h": 8, "w": 7, "x": 0, "y": 8 }, "hiddenSeries": false, "id": 8, "legend": { "avg": false, "current": false, "max": false, "min": false, "show": true, "total": false, "values": false }, "lines": true, "linewidth": 1, "nullPointMode": "null", "options": { "dataLinks": [] }, "percentage": false, "pluginVersion": "7.0.3", "pointradius": 2, "points": false, "renderer": "flot", "seriesOverrides": [], "spaceLength": 10, "stack": false, "steppedLine": false, "targets": [ { "expr": "npu_chip_info_used_memory{id=\"0\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片0", "refId": "A" }, { "expr": "npu_chip_info_used_memory{id=\"1\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片1", "refId": "B" }, { "expr": "npu_chip_info_used_memory{id=\"2\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片2", "refId": "C" }, { "expr": "npu_chip_info_used_memory{id=\"3\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片3", "refId": "D" }, { "expr": "npu_chip_info_used_memory{id=\"4\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片4", "refId": "E" }, { "expr": "npu_chip_info_used_memory{id=\"5\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片5", "refId": "F" }, { "expr": "npu_chip_info_used_memory{id=\"6\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片6", "refId": "G" }, { "expr": "npu_chip_info_used_memory{id=\"7\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片7", "refId": "H" } ], "thresholds": [], "timeFrom": null, "timeRegions": [], "timeShift": null, "title": "npu内存应用(nodeName)", "tooltip": { "shared": true, "sort": 0, "value_type": "individual" }, "type": "graph", "xaxis": { "buckets": null, "mode": "time", "name": null, "show": true, "values": [] }, "yaxes": [ { "format": "short", "label": null, "logBase": 1, "max": null, "min": null, "show": true }, { "format": "short", "label": null, "logBase": 1, "max": null, "min": null, "show": true } ], "yaxis": { "align": false, "alignLevel": null } }, { "aliasColors": {}, "bars": false, "dashLength": 10, "dashes": false, "datasource": null, "description": "", "fieldConfig": { "defaults": { "custom": { "align": null }, "mappings": [], "thresholds": { "mode": "absolute", "steps": [ { "color": "green", "value": null }, { "color": "red", "value": 80 } ] } }, "overrides": [] }, "fill": 1, "fillGradient": 0, "gridPos": { "h": 8, "w": 8, "x": 7, "y": 8 }, "hiddenSeries": false, "id": 10, "legend": { "avg": false, "current": false, "max": false, "min": false, "show": true, "total": false, "values": false }, "lines": true, "linewidth": 1, "nullPointMode": "null", "options": { "dataLinks": [] }, "percentage": false, "pluginVersion": "7.0.3", "pointradius": 2, "points": false, "renderer": "flot", "seriesOverrides": [], "spaceLength": 10, "stack": false, "steppedLine": false, "targets": [ { "expr": "npu_chip_info_utilization{id=\"0\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片0", "refId": "A" }, { "expr": "npu_chip_info_utilization{id=\"1\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片1", "refId": "B" }, { "expr": "npu_chip_info_utilization{id=\"2\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片2", "refId": "C" }, { "expr": "npu_chip_info_utilization{id=\"3\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片3", "refId": "D" }, { "expr": "npu_chip_info_utilization{id=\"4\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片4", "refId": "E" }, { "expr": "npu_chip_info_utilization{id=\"5\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片5", "refId": "F" }, { "expr": "npu_chip_info_utilization{id=\"6\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片6", "refId": "G" }, { "expr": "npu_chip_info_utilization{id=\"7\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片7", "refId": "H" } ], "thresholds": [], "timeFrom": null, "timeRegions": [], "timeShift": null, "title": "npu_AI_Core使用率(nodeName)", "tooltip": { "shared": true, "sort": 0, "value_type": "individual" }, "type": "graph", "xaxis": { "buckets": null, "mode": "time", "name": null, "show": true, "values": [] }, "yaxes": [ { "format": "short", "label": null, "logBase": 1, "max": null, "min": null, "show": true }, { "format": "short", "label": null, "logBase": 1, "max": null, "min": null, "show": true } ], "yaxis": { "align": false, "alignLevel": null } }, { "aliasColors": {}, "bars": false, "dashLength": 10, "dashes": false, "datasource": null, "fieldConfig": { "defaults": { "custom": { "align": null }, "mappings": [], "thresholds": { "mode": "absolute", "steps": [ { "color": "green", "value": null }, { "color": "red", "value": 80 } ] } }, "overrides": [] }, "fill": 1, "fillGradient": 0, "gridPos": { "h": 8, "w": 8, "x": 15, "y": 8 }, "hiddenSeries": false, "id": 4, "legend": { "avg": false, "current": false, "max": false, "min": false, "show": true, "total": false, "values": false }, "lines": true, "linewidth": 1, "nullPointMode": "null", "options": { "dataLinks": [] }, "percentage": false, "pluginVersion": "7.0.3", "pointradius": 2, "points": false, "renderer": "flot", "seriesOverrides": [], "spaceLength": 10, "stack": false, "steppedLine": false, "targets": [ { "expr": "npu_chip_info_power{id=\"0\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片0", "refId": "A" }, { "expr": "npu_chip_info_power{id=\"1\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片1", "refId": "B" }, { "expr": "npu_chip_info_power{id=\"2\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片2", "refId": "C" }, { "expr": "npu_chip_info_power{id=\"3\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片3", "refId": "D" }, { "expr": "npu_chip_info_power{id=\"4\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片4", "refId": "E" }, { "expr": "npu_chip_info_power{id=\"5\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片5", "refId": "F" }, { "expr": "npu_chip_info_power{id=\"6\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片6", "refId": "G" }, { "expr": "npu_chip_info_power{id=\"7\",job=\"nodeName\"}", "interval": "", "legendFormat": "芯片7", "refId": "H" } ], "thresholds": [], "timeFrom": null, "timeRegions": [], "timeShift": null, "title": "npu应用功耗(nodeName)", "tooltip": { "shared": true, "sort": 0, "value_type": "individual" }, "type": "graph", "xaxis": { "buckets": null, "mode": "time", "name": null, "show": true, "values": [] }, "yaxes": [ { "format": "short", "label": null, "logBase": 1, "max": null, "min": null, "show": true }, { "format": "short", "label": null, "logBase": 1, "max": null, "min": null, "show": true } ], "yaxis": { "align": false, "alignLevel": null } }, { "aliasColors": {}, "bars": false, "dashLength": 10, "dashes": false, "datasource": null, "fieldConfig": { "defaults": { "custom": {} }, "overrides": [] }, "fill": 1, "fillGradient": 0, "gridPos": { "h": 10, "w": 7, "x": 0, "y": 16 }, "hiddenSeries": false, "id": 20, "legend": { "avg": false, "current": false, "max": false, "min": false, "show": true, "total": false, "values": false }, "lines": true, "linewidth": 1, "nullPointMode": "null", "options": { "dataLinks": [] }, "percentage": false, "pointradius": 2, "points": false, "renderer": "flot", "seriesOverrides": [], "spaceLength": 10, "stack": false, "steppedLine": false, "targets": [ { "expr": "container_memory_usage_bytes", "interval": "", "legendFormat": "", "refId": "A" } ], "thresholds": [], "timeFrom": null, "timeRegions": [], "timeShift": null, "title": "容器内存使用量", "tooltip": { "shared": true, "sort": 0, "value_type": "individual" }, "type": "graph", "xaxis": { "buckets": null, "mode": "time", "name": null, "show": true, "values": [] }, "yaxes": [ { "format": "short", "label": null, "logBase": 1, "max": null, "min": null, "show": true }, { "format": "short", "label": null, "logBase": 1, "max": null, "min": null, "show": true } ], "yaxis": { "align": false, "alignLevel": null } }, { "aliasColors": {}, "bars": false, "dashLength": 10, "dashes": false, "datasource": null, "fieldConfig": { "defaults": { "custom": {} }, "overrides": [] }, "fill": 1, "fillGradient": 0, "gridPos": { "h": 10, "w": 7, "x": 7, "y": 16 }, "hiddenSeries": false, "id": 18, "legend": { "avg": false, "current": false, "max": false, "min": false, "show": true, "total": false, "values": false }, "lines": true, "linewidth": 1, "nullPointMode": "null", "options": { "dataLinks": [] }, "percentage": false, "pointradius": 2, "points": false, "renderer": "flot", "seriesOverrides": [], "spaceLength": 10, "stack": false, "steppedLine": false, "targets": [ { "expr": "sum(rate(container_network_receive_bytes_total{image!=\"\"}[1m])) without (interface)", "interval": "", "legendFormat": "", "refId": "A" } ], "thresholds": [], "timeFrom": null, "timeRegions": [], "timeShift": null, "title": "容器网络接管量速率", "tooltip": { "shared": true, "sort": 0, "value_type": "individual" }, "type": "graph", "xaxis": { "buckets": null, "mode": "time", "name": null, "show": true, "values": [] }, "yaxes": [ { "format": "short", "label": null, "logBase": 1, "max": null, "min": null, "show": true }, { "format": "short", "label": null, "logBase": 1, "max": null, "min": null, "show": true } ], "yaxis": { "align": false, "alignLevel": null } } ], "refresh": "5s", "schemaVersion": 25, "style": "dark", "tags": [], "templating": { "list": [] }, "time": { "from": "now-15m", "to": "now" }, "timepicker": { "refresh_intervals": [ "10s", "30s", "1m", "5m", "15m", "30m", "1h", "2h", "1d" ] }, "timezone": "", "title": "nodeName", "uid": "2kWOIniGz", "version": 7}查看pod：
root@ubuntu:~# kubectl get pod -ANAMESPACE NAME READY STATUS RESTARTS AGEcadvisor cadvisor-phj6x 1/1 Running 1 17hdefault dls-cec-deploy-686bd4d6cd-gtrqb 1/1 Running 2 15hdefault dls-mms-deploy-6fd697754f-8xkkv 1/1 Running 2 15hdefault hccl-controller-645bb466f-lw9b4 1/1 Running 1 17hdefault tjm-77f784dcf-6s2f4 1/1 Running 2 15hkube-system ascend-device-plugin-daemonset-qrfbx 1/1 Running 1 17hkube-system calico-kube-controllers-8464785d6b-tl44n 1/1 Running 1 17hkube-system calico-node-lm7x5 1/1 Running 1 17hkube-system coredns-6955765f44-czzws 1/1 Running 1 17hkube-system coredns-6955765f44-t2n4z 1/1 Running 1 17hkube-system dls-apigw-deploy-9f58f549-sklgc 1/1 Running 2 15hkube-system dls-dms-deploy-76b79854cc-6m54s 1/1 Running 2 15hkube-system dls-ims-deploy-5445d6cc9d-96chh 1/1 Running 2 15hkube-system dls-nginx-deploy-7c9d889998-84956 1/1 Running 0 15hkube-system etcd-ubuntu 1/1 Running 1 17hkube-system grafana-core-f97475d78-b74ww 1/1 Running 0 15hkube-system kube-apiserver-ubuntu 1/1 Running 1 17hkube-system kube-controller-manager-ubuntu 1/1 Running 1 17hkube-system kube-proxy-rljv7 1/1 Running 1 17hkube-system kube-scheduler-ubuntu 1/1 Running 1 17hkube-system mysql-5cccdd88bd-mqv27 1/1 Running 0 15hkube-system prometheus-58c69548b4-bgw4h 1/1 Running 0 15hkube-system redis-deploy-7fbc4fb97d-bkkmb 1/1 Running 0 15hvolcano-system volcano-admission-74776688c8-45mr8 1/1 Running 1 17hvolcano-system volcano-admission-init-zgr5t 0/1 Completed 0 17hvolcano-system volcano-controllers-6786db54f-nwnfw 1/1 Running 1 17hvolcano-system volcano-scheduler-844f9b547b-qkxgt 1/1 Running 1 17hroot@ubuntu:~#Linux运维交换社区
Linux运维交换社区，互联网新闻以及技术交换。
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