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data_recipes

karthenjamin/data_recipes

karthenjamin

Gives the ability to download and run a container with Jupyter Notebook and several python packages.

2 次收藏下载次数: 0状态:社区镜像维护者:karthenjamin仓库类型:镜像最近更新:8 年前
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如果你使用 DeepSeek、元宝 AI、Copilot、ChatGPT 等 AI 工具,协助配置轩辕镜像、编写 docker pull 命令、修改 Docker Compose 镜像地址、配置镜像加速、排查镜像拉取失败、分析报错日志等问题,请先让 AI 阅读并遵守轩辕镜像的规则文档。

只需在 AI 对话中先发送下面这句话即可:

请先完整阅读并严格遵守以下文档中的全部规则与要求:

https://xuanyuan.cloud/agents.md

在未充分阅读并理解该文档前,不要生成任何命令、配置、修改建议、故障排查方案或技术回答。后续所有输出都必须严格以该文档中的规范为最高优先级执行。

查看 agents.md 用法指南与完整示范。国内用户首推 元宝 AI、DeepSeek 的深度思考模式,不推荐豆包 AI;Cursor 等编辑器可在对话 @ 该链接,或加入 User Rules。 若 AI 无法访问外链,可 打开说明文档 复制全文粘贴。文档会随站点更新,复制内容可能过期,建议定期检查。

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See our github for more information: https://github.com/karthenjamin/data_recipes

Data Recipes

This repository contains everything a user needs to run any Jupyter Notebook on your computer without having to install anything besides docker. This repository contains several GES DISC data recipes to demonstrate how to work with Earth Science Data.

How to Install Docker

Note: Installing Docker on your machine will require Admin privileges

Mac

If you have a mac, there are two possible versions of docker you may need. The need for different versions of docker depend on whether your Mac has virtualization capibilities. In order to check whether your Mac has virtualization, run the following in your terminal:

sysctl kern.hv_support

You should see a line of output that says kern.hv_support: followed by a 1 or a 0. Follow the following instructions based on your output from this command.

Virtualization: kern.hv_support: 1

If you see this output, you have virtualization capibility, and you can run the current version of docker from the command line. To install, follow these steps:

  1. Click this link to download docker: https://download.docker.com/mac/stable/Docker.dmg

  2. Once the download has finished, open the file.

  3. Drag the Docker application to the Applications folder.

  4. Navigate to the Applications folder and open docker. You may need to input an administrator's password to allow docker to run.

  5. You should see a whale on your status bar with some boxes moving around. Once these boxes stop moving, docker is successfully installed and running. You can run docker from here.

If you have more questions about this process, refer to the following video tutorial: [***]

No Virtualization: kern.hv_support: 0

If this is the output you saw, you do not have virtualization capabilities, so you will need to download Docker Toolbox. To install, follow these steps:

  1. Click this link to download Docker Toolbox for Mac: https://download.docker.com/mac/stable/DockerToolbox.pkg

  2. Once the download has finished, open the file and install the software. You will need adminstrator's privelege complete this step.

  3. Once the installation is complete, you will have two new applications, Docker Quickstart Terminal and Kitematic.

  4. Navigiate to the Applications folder and open docker. Now, you can open the Docker Quickstart Terminal and run docker commands from here.

If you have more questions about this this process, refer to the following video tutorial: [***]

Windows

If you are using a Windows machine, we recommend that you install the Docker Toolbox Application. To install, follow these steps:

  1. Click this link to download Docker Toolbox for Windows: https://download.docker.com/win/stable/DockerToolbox.exe

  2. Once the download has finished, open the file.

  3. Once installation is complete, you will have two new applications, Docker Quickstart Terminal and Kitematic.

  4. First, open the Kitematic application. After it is mostly loaded, click on "Use Virtual Box".

  5. Once Kitematic is finished creating a Docker VM, it will ask you for your DockerHub credentials. You can create a free DockerHub account by going https://hub.docker.com/. You can now search for Docker containers within Kitematic.

  6. If you would like to use the Docker Quickstart Terminal instead (recommended), you must first open Kitematic (only once) so that it starts the Docker VM.

If you have more questions about this process, refer to the following video tutorial: [***]

How to Run Docker

Remember: if you have a Mac, to check for virtualization capability, run the following command in your terminal:

sysctl kern.hv_support

If you see an output of 1, your Mac supports virtualization. If you see an output of 0, your Mac does not support virtualization.

Mac with Virtualization

Right click on https://raw.githubusercontent.com/karthenjamin/data_recipes/master/startup_mac_virtualization.sh, click "Save Link As..." and save the file to your desktop as "startup_mac.sh". Now, we have this .sh file saved to the Desktop.

Open your terminal, and use cd ("change directory") to navigate to your Desktop. You can use ls ("list") to check what is in your current directory. If you see Desktop in the ls output, you can type cd Desktop to navigate there. Once at your Desktop, you can again type ls and hit enter. You should see startup_mac_virtualization.sh in the list. Run the following command to allow this file to be executable:

chmod +x startup_mac_virtualization.sh

Now, we can run this file as an executable. To do this, type the following in your terminal:

./startup_mac_virtualization.sh

Assuming Docker has been installed correctly, this command will download the image of the docker container, startup a container and open Jupyter Notebook in your default web browser.

Mac without Virtualization

Right click on https://raw.githubusercontent.com/karthenjamin/data_recipes/master/startup_toolbox.sh, click "Save Link As..." and save the file to your desktop as "startup_toolbox.sh". Now, we have this .sh file saved to the Desktop.

Open the Docker Quickstart Terminal, and use cd ("change directory") to navigate to your Desktop. You can use ls ("list") to check what is in your current directory. If you see Desktop in the ls output, you can type cd Desktop to navigate there. Once at your Desktop, you can again type ls and hit enter. You should see startup_toolbox.sh in the list. Run the following command to allow this file to be executable:

chmod +x startup_toolbox.sh

Now, we can run this file as an executable. To do this, type the following in your quickstart terminal:

./startup_toolbox.sh

Assuming Docker Toolbox has been installed correctly, this command will download the image of the docker container, startup a container and open Jupyter Notebook in your default web browser.

Windows without Virtualization

Remember, you have two options to run a docker contains with Docker Toolbox for Windows. You can either use the Kitematic Application or you can use the Docker Quickstart Terminal (recommended).

Docker Quickstart Terminal

Remember, if this is your first time opening Docker Quickstart Terminal, you must first run the Kitematic application to start the VM (then, you may close out of Kitematic). Afterwards, you will no longer need to run the Kitematic app.

Right click on https://raw.githubusercontent.com/karthenjamin/data_recipes/master/windows_startup.sh, click "Save Link As..." and save the file to your desktop as "windows_startup.sh". Now, we have this .sh file saved to the Desktop.

Open the Docker Quickstart Terminal, and use cd ("change directory") to navigate to your Desktop. You can use ls ("list") to check what is in your current directory. If you see Desktop in the ls output, you can type cd Desktop to navigate there. Once at your Desktop, you can again type ls and hit enter. You should see windows_startup.sh in the list. Run the following command to allow this file to be executable:

chmod +x windows_startup.sh

Now, we can run this file as an executable. To do this, type the following in your quickstart terminal:

./windows_startup.sh

Assuming Docker Toolbox has been installed correctly, this command will download the image of the docker container, startup a container and open Jupyter Notebook in your default web browser.

Kitematic Application

  1. Launch the Kitematic app that comes with the installation of Docker Toolbox (you may have to login to your DockerHub account).
  2. From here, search for "karthenjamin/data_recipes" in the "Search for Docker images in Docker Hub" search bar.
  3. Once you have located this repository, simply click on "Create".
  4. This should start the container; click the expand button on the Web Preview
  5. This should open the Jupyter Notebook and pro*** you for a password. Enter: benkarthik
  6. Back in the Kitematic application, click on the "EXEC" button above the container logs to start the terminal for this container.

How to Use Jupyter Notebook and the Docker terminal.

This section assumes that you have followed the above steps and successfully gotten the Jupyter Notebook to open. For more info on this, see above. Using Jupyter Notebook is the same across platforms.

For more information on how to use the Jupyter Notebook environment, see this *** tutorial.

镜像拉取方式

您可以使用以下命令拉取该镜像。请将 <标签> 替换为具体的标签版本。如需查看所有可用标签版本,请访问 标签列表页面。

轩辕镜像加速拉取命令点我查看更多 data_recipes 镜像标签

docker pull docker.xuanyuan.run/karthenjamin/data_recipes:<标签>

使用方法:

  • 登录认证方式
  • 免认证方式

DockerHub 原生拉取命令

docker pull karthenjamin/data_recipes:<标签>

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