Package: azure-cli-batchai
Microsoft Azure CLI Batch AI ModuleThis package is for thebatchaimodule.Release History0.4.10BatchAI commands are now deprecated and hidden.0.4.9Upgrade azure-mgmt-storage from 3.1.1 to 3.3.00.4.8Minor fixes.0.4.7Minor fixes.0.4.6Minor fixes.0.4.5Minor fixes.0.4.4Upgrade pinned dependency azure-storage-blob from 1.1.0 to 1.3.10.4.3Fix auto storage account creation failure inaz batchai cluster createcommand0.4.2Minor fixes0.4.1Logger output for auto-storage account creation now specifies “resourcegroup”.0.4.0BREAKING CHANGE: ‘show’ commands log error message and fail with exit code of 3 upon a missing resource.Fixedaz batchai job execcommand0.3.2Minor fixes0.3.1Fixed-o tableoption foraz batchai cluster node listandaz batchai job node listcommands.0.3.0Added support for 2018-05-01 APIAdded support for workspaces. Workspaces allow to group clusters, file-servers and experiments in groups removing
limitation on number of resources can be created;Added support for experiments. Experiments allow to group jobs in collections removing limitation on number of
created jobs;It’s possible to configure /dev/shm for jobs running in docker container.Added ‘az batchai cluster node exec’ and ‘az batchai job node exec’ commands. These commands allow to execute any
commands directly on nodes and provide functionality for port forwarding. Port forwarding can be used, for example,
to access tensorboard and jupyter running on cluster’s nodes;az batchai now supports –ids parameters like other az commands;Breaking change: now all clusters and fileservers must be created under workspaces;Breaking change: now jobs must be created under experiments;Breaking change: ‘–nfs-resource-group’ option is deleted from ‘cluster create’ and ‘job create’ commands. To mount
NFS belonging to a different workspace/resource group provide file server’s ARM ID via ‘–nfs’ option;Breaking change: ‘–cluster-resource-group’ option is deleted from ‘job create’ command. To submit a job on a cluster
belonging to a different workspace/resource group provide cluster’s ARM ID via ‘–cluster’ option;Breaking change: jobs, cluster and file servers do not longer have location attribute. Location now is an attribute of
a workspace. So, ‘–location’ parameter has been removed from ‘job create’, ‘cluster create’ and ‘file-server create’
commands;Breaking change: names of short options were changed to make interface more consistent:In create cluster, file-server and job commands [’–config’, ‘-c’] option was renamed to [’–config-file’, ‘-f’];In create job command [’–cluster’, ‘-r’] option was renamed to [’–cluster’, ‘-c’];In ‘job file list’ and ‘job file stream’ commands [’–job’, ‘-n’] option was renamed to [’–job’, ‘-j’];In ‘cluster file list’ command [’–cluster’, ‘-n’] option was renamed to [’–cluster’, ‘-c’]0.2.3minor changes0.2.2Now ‘az batchai create cluster’ respects vm priority configured in the cluster’s configuration file.0.2.1Minor fixes0.2.0Added support for 2018-03-01 APIJob level mountingEnvironment variables with secret valuesPerformance counters settingsReporting of job specific path segmentSupport for subfolders in list files apiUsage and limits reportingAllow to specify caching type for NFS serversSupport for custom imagesAdded pyTorch toolkit supportAdded ‘job wait’ command which allows to wait for the job completion and reports job exit codeAdded ‘usage show’ command to list current Batch AI resources usage and limits for different regionsNational clouds are supportedAdded job command line arguments to mount filesystems on the job level in addition to config filesAdded more options to customize clusters - vm priority, subnet, initial nodes count for auto-scale clusters,
specifying custom imageAdded command line option to specify caching type for Batch AI managed NFSSimplified specifying mount filesystem in config files. Now you can omit credentials for Azure File Share and
Azure Blob Containers - CLI will populate missing credentials using storage account key provided via command line
parameters or specified via environment variable or will query the key from Azure Storage (if the storage account
belongs to the current subscription).Job file stream command now auto-completes when the job is completed (succeeded, failed, terminated or deleted).Improved ‘-o table’ support for show operations.Added –use-auto-storage option for cluster creation. This option make it simpler to manage storage accounts and
and mount Azure File Share and Azure Blob Containers to clusters.Added –generate-ssh-keys option into ‘cluster create’ and ‘file-server create’.Added ability to provide node setup task via command line.Breaking change: ‘job stream-file’ and ‘job list-files’ commands are grouped under ‘job file’ group.Breaking change: renamed –admin-user-name to –user-name in ‘file-server create’ command to be consistent with
‘cluster create’ command.sdistis now compatible with wheel 0.31.00.1.4Update for CLI core changes.0.1.3Added short option for providing VM size in file-server create commandAdded storage account name and key arguments into cluster create parametersFixed documentation for job list-files and stream-fileAdded short option for providing cluster name in job create command0.1.2minor fixes0.1.1 (2017-10-09)Initial release of Batch AI module.