Workspace API

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Workspace API
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read_workspace
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vessl.read_workspace(
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   workspace_id: int, **kwargs
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)
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Read workspace in the default organization. If you want to override the default organization, then pass organization_name as **kwargs.
Args
workspace_id (int) : Workspace ID.
Example
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vessl.read_workspace(
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    workspace_id=123456,
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)
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list_workspaces
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vessl.list_workspaces(
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   cluster_id: int = None, statuses: List[str] = None, mine: bool = True, **kwargs
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)
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List workspaces in the default organization. If you want to override the default organization, then pass organization_name as **kwargs.
Args
cluster_id (int) : Defaults to None.
statuses (List[str]) : A list of status filter. Defaults to None.
mine (bool) : True if list only my workspaces, False otherwise. Defaults to True.
Example
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vessl.list_workspaces(
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    cluster_id=123456,
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    statuses=["running"],
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)
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create_workspace
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vessl.create_workspace(
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   name: str, cluster_name: str, cluster_node_names: List[str] = None,
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   kernel_resource_spec_name: str = None, processor_type: str = None,
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   cpu_limit: float = None, memory_limit: str = None, gpu_type: str = None,
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   gpu_limit: int = None, kernel_image_url: str = None, max_hours: int = 24,
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   dataset_mounts: List[str] = None, local_files: List[str] = None,
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   root_volume_size: str = '100Gi', ports: List[Dict[str, Any]] = None,
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   init_script: str = None, **kwargs
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)
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Create workspace in the default organization. If you want to override the default organization, then pass organization_name as **kwargs.
Args
name (str) : Workspace name.
cluster_name (str) : Cluster name(must be specified before other options).
cluster_node_names (List[str]) : A list of candidate cluster node names. Defaults to None.
kernel_resource_spec_name (str) : Resource type to run an experiment (for managed cluster only). Defaults to None.
cpu_limit (float) : Number of vCPUs (for custom cluster only). Defaults to None.
memory_limit (str) : Memory limit in GiB (for custom cluster only). Defaults to None.
gpu_type (str) : GPU type (for custom cluster only). Defaults to None.
gpu_limit (int) : Number of GPU cores (for custom cluster only). Defaults to None.
kernel_image_url (str) : Kernel docker image URL. Defaults to None.
max_hours (int) : Max hours limit to run. Defaults to 24.
dataset_mounts (List[str]) : A list of dataset mounts. Defaults to None.
local_files (List[str]) : A list of local file mounts. Defaults to None.
root_volume_size (str) : Root volume size. Defaults to "100Gi".
ports (List[Dict[str, Any]]) : Port numbers to expose. Defaults to None. processor_type(str) cpu or gpu (for custom cluster only). Defaults to None. init_script(str) Custom init script. Defaults to None.
Example
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vessl.create_workspace(
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    name="modern-kick",
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    cluster_name="aws-apne2-prod1",
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    kernel_resource_spec_name="v1.cpu-0.mem-1",
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    kernel_image_url="public.ecr.aws/vessl/kernels:py36.full-cpu.jupyter",
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)
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list_workspace_logs
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vessl.list_workspace_logs(
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   workspace_id: int, tail: int = 200, **kwargs
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)
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List experiment logs in the default organization. If you want to override the default organization, then pass organization_name as **kwargs.
Args
workspace_id (int) : Workspace ID.
tail (int) : The number of lines to display from the end. Display all if -1. Defaults to 200.
Example
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 vessl.list_workspace_logs(
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    workspace_id=123456,
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 )
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start_workspace
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vessl.start_workspace(
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   workspace_id: int, **kwargs
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)
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Start the workspace container in the default organization. If you want to override the default organization, then pass organization_name as **kwargs.
Args
workspace_id (int) : Workspace ID.
Example
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vessl.start_workspace(
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    workspace_id=123456,
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)
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stop_workspace
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vessl.stop_workspace(
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   workspace_id: int, **kwargs
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)
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Stop the workspace container in the default organization. If you want to override the default organization, then pass organization_name as **kwargs.
Args
workspace_id (int) : Workspace ID.
Example
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vessl.stop_workspace(
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    workspace_id=123456,
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)
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terminate_workspace
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vessl.terminate_workspace(
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   workspace_id: int, **kwargs
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)
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Terminate the workspace container in the default organization. If you want to override the default organization, then pass organization_name as **kwargs.
Args
workspace_id (int) : Workspace ID.
Example
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vessl.terminate_workspace(
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    workspace_id=123456,
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)
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backup_workspace
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vessl.backup_workspace()
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Backup the home directory of the workspace. This command should be called inside a workspace.
Example
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vessl.backup_workspace()
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restore_workspace
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vessl.restore_workspace(
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   workspace_id: int = None
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)
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Restore the home directory from the previous backup. This command should be called inside a workspace.
Args
workspace_id (int) : Workspace ID.
Example
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vessl.restore_workspace()
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connect_workspace_ssh
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vessl.connect_workspace_ssh(
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   private_key_path: str
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)
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Connect to a running workspace via SSH.
Args
private_key_path (str) : SSH private key path
Example
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vessl.connect_workspace_ssh(
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    private_key_path="~/.ssh/key_path",
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)
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update_vscode_remote_ssh
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vessl.update_vscode_remote_ssh(
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   private_key_path: str
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)
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Update .ssh/config file for VSCode Remote-SSH plugin.
Args
private_key_path (str) : SSH private key path
Example
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vessl.update_vscode_remote_ssh(
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    private_key_path="~/.ssh/key_path",
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)
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