`get_sessions()`

Get information about all sessions.

get_sessions(...)

Description

This function retrieves information about all sessions that you started. You can filter based on cluster name and status, additionally.

Optional Parameters

`cluster_name` (`str`)

Name of cluster to filter sessions by. Will only retrieve sessions that were created on this cluster.

`status` (`str`)

Status to filter sessions by. Will only retrieve sessions that are in this status.

Returns (`dict`)

Dictionary of session ID mapping to session configuration and information.

{
    "2021-06-10-2240237175e6921d0c69f8a93aaa49ffd30287": {
        "session_name":"mnist_classify",
        "instance_type": "c5.2xlarge",
        "num_workers": 8,
        "cluster_instance_id": "mlexperimentation_2021-06-08-02:25:37_942673c86e9c3e18",
        "cluster_name": "mlexperimentation",
        "created": "2021-07-27-14:36:07",
        "ended": "",
        "status": "running"
    }
}

Example Usage

# Get information about all sessions
get_sessions()

# Get information about failed sessions for cluster `mlexperimentation`
get_sessions(cluster_name"="mlexperimentation", "status"="failed")

get_sessions()