0.55.4
This release brings a host of enhancements and fixes across the board, including
significant improvements to our services logging and status, the integration of
model saving to the registry via CLI methods, and more robust handling of
parallel pipelines and database entities. We've also made strides in optimizing
MLflow interactions, enhancing our documentation, and ensuring our CI processes
are more robust.
Additionally, we've tackled several bug fixes and performance improvements,
making our platform even more reliable and user-friendly.
We'd like to give a special thanks to @christianversloot and @francoisserra for
their contributions.
What's Changed
- Bump mlflow to 2.10.2 by @christianversloot in #2444
- Improve services logging and status by @safoinme in #2436
- Add
save models to registry
setting of a model to CLI methods by @avishniakov in #2447 - Parallel pipelines can create entities in DB by @avishniakov in #2446
- Fix MlFlow TF autlogging excessive warnings by @avishniakov in #2449
- Fix and improve integration deps checker by @stefannica in #2455
- Add migration test version + use self-hosted runners for release by @strickvl in #2450
- Enable running pipeline via REST by @schustmi in #2389
- Faster mlflow
list_model_versions
by @avishniakov in #2460 - Avoid exposure of tracking uri to metadata by @avishniakov in #2458
- Some important docs updates by @htahir1 in #2463
- Fix CI by @strickvl in #2467
- Fix local Airflow install + docs instructions by @strickvl in #2459
- Update
.coderabbit.yaml
by @strickvl in #2470 - Prevent templates update from formatting the whole codebase by @avishniakov in #2469
- Telemetry guarding for CI & editable installs by @strickvl in #2468
- Add Vertex Step Operator network parameter by @francoisserra in #2398
- Allow integration export to overwrite a pre-existing file by @strickvl in #2466
- Fix
log_model_metadata
with explicit name and version by @avishniakov in #2465 - Triggers, actions, event sources - base abstractions and github and pipeline run implementations by @AlexejPenner in #2312
- Mount zenml config path as empty dir by @stefannica in #2472
- Fix broken docs links by @strickvl in #2473
- Use
uv pip compile
for environment setup in CI by @strickvl in #2474 - MLflow fix for tests on Mac Python 3.9 and 3.10 by @strickvl in #2462
- Improve custom data types docs by @avishniakov in #2476
- Reflect env variables on global configuration by @safoinme in #2371
- Fix zenml deploy secret stores by @safoinme in #2454
- Don't fail when workload manager source fails to load by @schustmi in #2478
- Add analytics events for cloud onboarding by @schustmi in #2456
- Race condition on creating new users allows duplicate usernames by @avishniakov in #2479
Full Changelog: 0.55.3...0.55.4