0.19.25-v1

Migration guide

Warning

This update requires stopping all dstack server replicas before deploying, due to database schema changes.
Make sure no replicas from the previous version and the new version run at the same time.

CLI

dstack offer --group-by

The dstack offer command can now display aggregated information about available offers. For example, to see what GPUs are available in different clouds, use --group-by gpu.

> dstack offer --group-by gpu

 #   GPU              SPOT             $/GPU           BACKENDS                             
 1   T4:16GB:1..8     spot, on-demand  0.1037..1.3797  gcp, aws                             
 2   L4:24GB:1..8     spot, on-demand  0.1829..2.1183  gcp, aws                             
 3   P100:16GB:1..4   spot, on-demand  0.2115..2.4043  gcp, oci                             
 4   V100:16GB:1..8   spot, on-demand  0.3152..4.234   gcp, aws, oci, lambda                
 5   A10G:22GB:1..8   spot, on-demand  0.3623..2.5845  aws                                  
 6   L40S:44GB:1..8   spot, on-demand  0.6392..4.7095  aws                                  
 7   A100:40GB:1..16  spot, on-demand  0.6441..4.0496  gcp, aws, oci, lambda                
 8   A10:24GB:1..4    on-demand        0.75..2         oci, lambda                          
 9   H100:80GB:1..8   spot, on-demand  1.079..15.7236  gcp, aws, lambda                     
 10  A100:80GB:1..8   spot, on-demand  1.2942..5.7077  gcp, aws, lambda

Refer to the docs for information about the available aggregations.

Deprecations

• Local repos are now deprecated. If you need to deliver a local directory or file to a run, use files instead. If the run doesn't require a repo, use dstack apply --no-repo. Remote repos remain the recommended way to deliver Git repos to runs.

What's changed

• [Internal] Replace enums with strings in the DB, JobSubmission.termination_reason, and Run.termination_reason by @r4victor in dstackai/dstack#2949
• [Internal] Fix macOS build for shim by @un-def in dstackai/dstack#2958
• [Bug] Increase the secrets max character length by @james-boydell in dstackai/dstack#2971
• [Internal] Introduce InstanceAvailability.NO_BALANCE (for external integrations) by @peterschmidt85 in dstackai/dstack#2975
• [Bug]: Cannot manage secrets in UI as project admin by @olgenn in dstackai/dstack#2972
• [Bug] Fix DCGMWrapperInterface nil check in shim by @un-def in dstackai/dstack#2980
• Document Deployment-compatible migrations by @r4victor in dstackai/dstack#2987
• [Bug]: Server Docker image fails because of Unable to locate package … by @peterschmidt85 in dstackai/dstack#2983
• Only register service replicas after probes pass by @jvstme in dstackai/dstack#2986
• [Changelog] Introducing service probes by @peterschmidt85 in dstackai/dstack#2988
• Deprecate local repos by @un-def in dstackai/dstack#2984
• Support elastic fleets by @r4victor in dstackai/dstack#2967
• fix typo config.yml.md by @jspablo in dstackai/dstack#2991
• Check if kapa.ai can also be integrated into dstack Sky #296 by @olgenn in dstackai/dstack#2990
• Typo in URLs by @mashcroft3 in dstackai/dstack#2995
• [shim] Fix DCGMWrapperInterface nil check (bis) by @un-def in dstackai/dstack#3001
• The logs section is too short in the UI by @olgenn in dstackai/dstack#2989
• [Feature]: Allow dstack offer to aggregate GPU information by @peterschmidt85 in dstackai/dstack#2992
• [Internal]: CI refactoring by @jvstme in dstackai/dstack#3006
• Update examples by @un-def in dstackai/dstack#3007
• Minor CLI fixes by @peterschmidt85 in dstackai/dstack#3008

New Contributors

• @mashcroft3 made their first contribution in dstackai/dstack#2995

Full changelog: dstackai/dstack@0.19.23...0.19.25