This is a preview release for BentoML 1.0, check out the quick start guide here: https://docs.bentoml.org/en/latest/quickstart.html and documentation at http://docs.bentoml.org/

Key changes

• BREAKING CHANGE: Default serving port has been changed to 3000
  • This is due to an issue with new MacOS where 5000 port is always in use.
  • This will affect default serving port when deploying with Docker. Existing 1.0 preview release users will need to either change deployment config to use port 3000, or pass --port 5000 to the container command, in order to use the previous default port setting.
• New import/export API
  • Users can now export models and bentos from local store to a standalone file
  • Lean more via bentoml export --help and bentoml models export --help

What's Changed

• docs(cli): clean up cli docstrings by @larme in #2342
• fix: YataiClientContext initialization missing email argument by @yetone in #2348
• chore(ci): run e2e tests in docker by @bojiang in #2349
• style: minor typing fixes by @bojiang in #2350
• Refactor model save to include labels, metadata and custom_objects by @larme in #2351
• fix: better error message in python < 3.9 by @larme in #2352
• refactor(internal): move Tag out of types by @sauyon in #2358
• fix(frameworks): use bentoml.models.create instead of Model.create by @sauyon in #2360
• fix: add change_global_cwd params to bentoml.load by @parano in #2356
• fix: import model from S3 by @almirb in #2361
• fix: extract correct desired Python version by @matheusMoreno in #2362
• fix(service): fix load_bento arguments position when retrying after import_service failed by @larme in #2369
• fix: cgroups for cpu should be 1 when <= 0 by @aarnphm in #2372
• chore: lock rich to be >=11.2.0 by @aarnphm in #2378
• internal: usage tracking by @aarnphm in #2318
• feat(internal): try to correct missing latest files by @sauyon in #2383
• chore: cleanup 3.6 metadata by @aarnphm in #2388
• chore: remove unecessary model_store by @aarnphm in #2384
• fix: not lock typing_extensions to fix rich and pytorch lightning requirements by @aarnphm in #2390
• bug: fix CLI command delete with latest tag by @parano in #2391
• feat: improve list CLI command output by @parano in #2392
• fix: update yatai client to work with BentoInfo changes by @parano in #2393
• fix(server): duplicate metrics by @bojiang in #2394

New Contributors

• @almirb made their first contribution in #2361
• @matheusMoreno made their first contribution in #2362

Full Changelog: v1.0.0-a6...v1.0.0-a7