This is the Katib v0.17.0 release.

Breaking Changes

New Features

Replace gRPC code generation tool from Znly/protoc to Buf (#2344 by @forsaken628)
Support ARM64 arch for release images (#2315 by @andreyvelich)
DB: Add environment variable option to skip DB table creation (#2245 by @lkaybob)
Add environment variable option to set postgres ssl mode (#2266 by @ckcd)
Upgrade TensorFlow version to v2.16.1 (#2282 by @tenzen-y)
Upgrade PyTorch version to v2.2.1 (#2279 by @tenzen-y)

[SDK] Generate Name functionality for creating experiments. (#2272 by @bharathk005)
[SDK] Add env & env_from in client tune (#2235 by @shipengcheng1230)
[SDK] Add 'algorithm_settings' in client tune (#2227 by @shipengcheng1230)
[SDK] Raise more human-readable name conflict exception (#2199 by @droctothorpe)

Remove code generation from release script (#2364 by @andreyvelich)
[SDK] Fix empty list for env variables and numpy version (#2360 by @andreyvelich)
Use cache-dependency-path in actions/setup-go for CI workflow (#2355 by @forsaken628)
Fix TestReconcileBatchJob (#2350 by @forsaken628)
Fix Scikit-Learn Version for Skopt Tests (#2336 by @andreyvelich)
[SDK] Fix env per Trial parameter in tune API (#2304 by @andreyvelich)
Fix: clean up UTs for file metrics collector (#2285 by @Electronic-Waste)
Fix tensor devices for DARTS Trial (#2273 by @sifa1024)
Typo fix stale.yaml (#2257 by @tarilabs)
Fix Optuna Validation for CMA-ES (#2240 by @andreyvelich)

Replace already closed github.com/golang/mock with go.uber.org/mock (#2357 by @forsaken628)
Update outdated actions (#2324 by @Mersho)
Upgrade Go version to v1.22 (#2309 by @tenzen-y)
CI: Enable parallel mode for the coveralls (#2297 by @tenzen-y)
Upgrade Python version to 3.11 (#2278 by @tenzen-y)
chore: add unit testcases for files in Text format. (#2274 by @Electronic-Waste)
Upgrade google/go-containerregistry/pkg/authn/k8schain (#2252 by @tenzen-y)
Add Technical and style guide to the contribution guide (#2250 by @tenzen-y)
Install typing-extensions v4.6.3 for Optuna (#2251 by @tenzen-y)
Remove legacy BO code (#2246 by @andreyvelich)
Add Changelog for Katib v0.16.0 (#2239 by @andreyvelich)
Add Katib ROADMAP 2022/2023 (#2153 by @andreyvelich)
Update Ubuntu to 22.04 for E2E Tests (#2222 by @andreyvelich)
Run Stale Action Every 5th Hour (#2221 by @andreyvelich)
Add Stale GitHub Action (#2220 by @andreyvelich)
Add Changelog for Katib v0.16.0-rc.1 (#2218 by @andreyvelich)
Add Changelog for Katib v0.16.0-rc.0 (#2204 by @andreyvelich)
Use the controller-runtime logger in the cert-generator (#2219 by @tenzen-y)