> For the complete documentation index, see [llms.txt](https://unstructured-playgroud.gitbook.io/unstructuredplayground/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://unstructured-playgroud.gitbook.io/unstructuredplayground/release-1.0/apache-spark-ecosystem/starting-your-spark-notebook.md).

# Starting Your Spark Notebook

## Open a terminal on your native machine and start Vagrant

```
cd msbx5420vagrant
vagrant halt
vagrant up
```

## Make sure you have pulled your docker container per the "getting started" lab above

## Stop remove all containers - you will see errors if you have no containers running

```
docker kill $(docker ps -q)
docker rm $(docker ps -a -q)
```

## Start your Spark Notebook

```
docker run -d --name spark  -p 8888:8888  \
    -v $HOME/work:/home/jovyan/work:rw  \
     jupyter/all-spark-notebook \
     start-notebook.sh --NotebookApp.token='' 
```

## Open your browser and go to:

```
http://localhost:8888
```

## Stop all docker containers on the VM

```
docker stop spark
docker rm spark
```

## Shut down the VM - from the native machine

```
vagrant halt
```


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://unstructured-playgroud.gitbook.io/unstructuredplayground/release-1.0/apache-spark-ecosystem/starting-your-spark-notebook.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
