Explore workspaces

Launch a JupyterLab session

Each running workspace has an activated JupyterLab. You can open a new JupyterLab session inside the workspace by clicking the icon below Quicktool.

SSH session

You can access an active SSH session using Quicktool. The SSH into workspace modal allows you to SSH into a specific workspace using VESSL CLI, VSCode, or terminal.

Create an SSH connection

Jump into the next session if you’re looking forward to how to create an SSH connection.

Metadata

The Metadata section helps you to find the workspace configuration such as resource usage and mounted images.

Logs

The Logs section enables monitor the workspace container logs. When you create a workspace, a Docker specific to the workspace is created.

Logs breakdown

• Timestamp
  Each log entry is prefixed with a timestamp indicating when the event occurred. This helps in tracking the chronological order of events.

• Workload Status
  Displays the current status of the workload, such as “pending,” “initializing,” “running,” and “stopping.” These statuses provide insights into the lifecycle of the workload.

• Container Management

• Assignment: Shows the node or resource to which the workload has been assigned. Example: afcwn4qtal66/workspace-858ri8oukgmj-0 was assigned to 10.191.91.189.

• Container Operations: Logs the creation, starting, and stopping of containers. For example:

  • Created container workspace
  • Started container fluentbit
  • Stopping container fluentbit

  These logs help users understand resource allocation and the container lifecycle.

• Resource Utilization

  • Image Pulling: Logs the pulling of images, including whether the image was already present on the machine. Example: Container image "quay.io/vessl-ai/python:3.10-r18" already present on machine.
  • Volume Attachment: Logs successful volume attachments, such as: AttachVolume.Attach succeeded for volume "csi-52e2cfaf-ddf3-4ec5-aa18-965ece67ee78".

• Package Installation

• Dependencies: Records the installation of Python packages and any warnings or errors encountered, useful for debugging dependency issues. Example:

  • CryptographyDeprecationWarning: TripleDES has been moved to cryptography.hazmat.decrepit.ciphers.algorithms.TripleDES and will be removed from this module in 48.0.0.

• CLI Tools: Logs the installation and version of command-line tools, like VESSL CLI. Example:

  • Installing VESSL CLI...
  • vessl, version 0.1.173

• Execution and Termination

  • Process Execution: Logs the execution of key processes or commands. Example: JupyterLab is running.
  • Termination Requests: Indicates when a workload has been requested to terminate and logs the stopping of containers, providing insight into how and when processes are being concluded. Example:
    • Stop triggered by wayne
    • Workload status changed to stopping
    • Stopping container fluentbit
    • Stopping container workspace

Monitoring

The Monitoring section enables monitor system metrics such as usage and limit for CPU, GPU, memory, and disk.