Project:
- embed workflow in project ymal
- load project from yaml (in addition to repo)
- support params and secrets in project cli
KFP:
- List workflows API
- TTL and cleanup
- pass env, tag, verbose in deploy_op
- use function links vs in YAML (smaller KFP YAML)
Data
- DataItems: add .as_df() and .local() methods
- support dir logging and .listdir() for local/s3/v3io
- refactor datastore as a separate module
Models and serving:
- add base serving class
- add context.log_model()
- extend ModelArtifact class to support many new attributes and options
- get_model(), generic mechanism to read models + its files and metadata
- inference stream support (record all inference inputs, outputs, metrics, and metadata to a stream)
Dockerfiles
- enhance, doc and centralize containers build (see /dockerfiles)
Other
- Handle credentials/identity forwarding for secure UI & data access
- Bug fixes