AI智能体研发之路-工程篇(一):Docker助力AI智能体开发提效

2024-08-13 15:54:40 浏览数 (1)

一、​​​​​​​引言

由于近两年云原生热,大家对docker、docker compose及k8s或多或少都有一些涉猎,即便没有实际应用肯定也耳熟能详,今天对docker及docker compose的命令集进行梳理,大家可以收藏以便之后快速查阅。

二、​​​​​​​docker常用命令

Common Commands(常用命令):

  • run Create and run a new container from an image(从一个image镜像创建并启动一个新的container容器)
  • exec Execute a command in a running container(在一个运行的container容器执行一段命令)
  • ps List containers(列出container容器,-a列出全部容器,不加-a列出运行的容器)
  • build Build an image from a Dockerfile(从Dockerfile配置文件创建一个image镜像)
  • pull Download an image from a registry(从dockerhub等资源库下载一个image镜像)
  • push Upload an image to a registry(推送一个镜像至资源库)
  • images List images(列出images镜像)
  • login Log in to a registry(登陆进一个资源库)
  • logout Log out from a registry(从资源库推出)
  • search Search Docker Hub for images(从dockerhub中搜索images镜像)
  • version Show the Docker version information(看docker的版本信息)
  • info Display system-wide information(查看docker附带的插件信息)

Commands:

  • attach Attach local standard input, output, and error streams to a running container()
  • commit Create a new image from a container's changes
  • cp Copy files/folders between a container and the local filesystem
  • create Create a new container
  • diff Inspect changes to files or directories on a container's filesystem
  • events Get real time events from the server
  • export Export a container's filesystem as a tar archive
  • history Show the history of an image
  • import Import the contents from a tarball to create a filesystem image
  • inspect Return low-level information on Docker objects(返回container或images的元数据)
  • kill Kill one or more running containers(杀死一个或更多个运行的container容器)
  • load Load an image from a tar archive or STDIN
  • logs Fetch the logs of a container(取出container容器运行日志)
  • pause Pause all processes within one or more containers
  • port List port mappings or a specific mapping for the container列出容器与宿主机的映射关系
  • rename Rename a container(重命名一个容器)
  • restart Restart one or more containers(重启一个或更多个container容器)
  • rm Remove one or more containers(删除一个或更多个container容器)
  • rmi Remove one or more images(删除一个或更多个image镜像)
  • save Save one or more images to a tar archive (streamed to STDOUT by default)
  • start Start one or more stopped containers(开始一个或更多个停止的容器)
  • stats Display a live stream of container(s) resource usage statistics
  • stop Stop one or more running containers(停止一个或多个运行中的容器)
  • tag Create a tag TARGET_IMAGE that refers to SOURCE_IMAGE(对二次开发的image镜像打标签)
  • top Display the running processes of a container(显示一个容器内运行的进程)
  • unpause Unpause all processes within one or more containers
  • update Update configuration of one or more containers(更新一个或更多容器的配置)
  • wait Block until one or more containers stop, then print their exit codes

Management Commands(管理命令):

  • builder Manage builds
  • buildx* Docker Buildx (Docker Inc., v0.11.0)
  • checkpoint Manage checkpoints
  • compose* Docker Compose (Docker Inc., v2.19.1)
  • container Manage containers
  • context Manage contexts
  • dev* Docker Dev Environments (Docker Inc., v0.1.0)
  • extension* Manages Docker extensions (Docker Inc., v0.2.20)
  • image Manage images
  • init* Creates Docker-related starter files for your project (Docker Inc., v0.1.0-beta.6)
  • manifest Manage Docker image manifests and manifest lists
  • network Manage networks
  • plugin Manage plugins
  • sbom* View the packaged-based Software Bill Of Materials (SBOM) for an image (Anchore Inc., 0.6.0)
  • scan* Docker Scan (Docker Inc., v0.26.0)
  • scout* Command line tool for Docker Scout (Docker Inc., 0.16.1)
  • system Manage Docker
  • trust Manage trust on Docker images
  • volume Manage volumes

Swarm Commands:

  • config Manage Swarm configs
  • node Manage Swarm nodes
  • secret Manage Swarm secrets
  • service Manage Swarm services
  • stack Manage Swarm stacks
  • swarm Manage Swarm

Global Options:

  • --config string Location of client config files (default "/Users/daoguang1/.docker")
  • -c, --context string Name of the context to use to connect to the daemon (overrides DOCKER_HOST env var and default context set with "docker context use")
  • -D, --debug Enable debug mode
  • -H, --host list Daemon socket to connect to
  • -l, --log-level string Set the logging level ("debug", "info", "warn", "error", "fatal") (default "info")
  • --tls Use TLS; implied by --tlsverify
  • --tlscacert string Trust certs signed only by this CA (default "/Users/daoguang1/.docker/ca.pem")
  • --tlscert string Path to TLS certificate file (default "/Users/daoguang1/.docker/cert.pem")
  • --tlskey string Path to TLS key file (default "/Users/daoguang1/.docker/key.pem")
  • --tlsverify Use TLS and verify the remote
  • -v, --version Print version information and quit

三、docker compose常用命令

Commands(命令):

  • build Build or rebuild services
  • config Parse, resolve and render compose file in canonical format
  • cp Copy files/folders between a service container and the local filesystem
  • create Creates containers for a service.
  • down Stop and remove containers, networks
  • events Receive real time events from containers.
  • exec Execute a command in a running container.
  • images List images used by the created containers
  • kill Force stop service containers.
  • logs View output from containers
  • ls List running compose projects
  • pause Pause services
  • port Print the public port for a port binding.
  • ps List containers
  • pull Pull service images
  • push Push service images
  • restart Restart service containers
  • rm Removes stopped service containers
  • run Run a one-off command on a service.
  • start Start services
  • stop Stop services
  • top Display the running processes 列出容器组合中每个容器的进程,需要在docker-compose.yaml所在目录执行
  • unpause Unpause services
  • up Create and start containers 创建或启动容器组合,需要在docker-compose.yaml所在目录执行
  • version Show the Docker Compose version information 展示docker compose版本

Options(配置):

  • --ansi string Control when to print ANSI control characters ("never"|"always"|"auto") (default "auto")
  • --compatibility Run compose in backward compatibility mode
  • --dry-run Execute command in dry run mode
  • --env-file stringArray Specify an alternate environment file.
  • -f, --file stringArray Compose configuration files
  • --parallel int Control max parallelism, -1 for unlimited (default -1)
  • --profile stringArray Specify a profile to enable
  • --progress string Set type of progress output (auto, tty, plain, quiet) (default "auto")
  • --project-directory string Specify an alternate working directory
  • (default: the path of the, first specified, Compose file)
  • -p, --project-name string Project name

四、总结

现在不仅AI厂商卷,开源项目也卷的要命,基本上所有的开源项目都会将镜像上传至dockerhub,并且支持docker或者docker compose的一键部署,收藏一份命令集,随时用随时找。

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