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
Logs breakdown
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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
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Assignment: Shows the node or resource to which the workload has been assigned. Example:
afcwn4qtal66/workspace-858ri8oukgmj-0was assigned to10.191.91.189. -
Container Operations: Logs the creation, starting, and stopping of containers. For example:
Created container workspaceStarted container fluentbitStopping container fluentbit
These logs help users understand resource allocation and the container lifecycle.
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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".
- Image Pulling: Logs the pulling of images, including whether the image was already present on the machine. Example:
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Package Installation
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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.
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CLI Tools: Logs the installation and version of command-line tools, like VESSL CLI. Example:
Installing VESSL CLI...vessl, version 0.1.173
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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 wayneWorkload status changed to stoppingStopping container fluentbitStopping container workspace
- Process Execution: Logs the execution of key processes or commands. Example:
Monitoring
The Monitoring section enables monitor system metrics such as usage and limit for CPU, GPU, memory, and disk.
