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