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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.

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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.

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Metadata

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

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Logs

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

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Monitoring

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