0.4.14

What's Changed

• Support IsolationForest by @aguschin in #693

Full Changelog: 0.4.13...0.4.14

0.4.13 🐶

What's Changed

• Expose params passed to mlem.api.save to fastapi's interface.json by @aguschin in #670

Bugfix

• Fix building URL in HTTPClient by @aminalaee in #652
• Fix relative imports by @aminalaee in #655
• Fix flyio org option not working by @aminalaee in #662
• contrib: fix importing pandas datasets in excel format by @aliahari in #627
• Fix flyctl reuse app by @aminalaee in #674

Tests and housekeeping

• Make tests executable by @aminalaee in #654
• Add more test decorators by @aminalaee in #669
• Fix Flyio GH action by @aminalaee in #672
• Fix Macos tests by @aguschin in #675

New Contributors

• @aminalaee made their first contribution in #652
• @aliahari made their first contribution in #627

Full Changelog: 0.4.12...0.4.13

0.4.12 🐶

What's Changed

• Fix prometheus instrumentator by @aguschin in #651

Full Changelog: 0.4.11...0.4.12

0.4.11 🐶

What's Changed

• Add template for epic/story issues by @omesser in #646
• Allow to set ENV vars for build docker and deploy kubernetes by @aguschin in #648

Full Changelog: 0.4.10...0.4.11

0.4.10 🐶

What's Changed

• Add middlewares and one specific to expose /metrics endpoint for prometheus by @aguschin in #629

Full Changelog: 0.4.9...0.4.10

0.4.9 🐶

What's Changed

• Support sklearn's CountVectorizer by @aguschin in #643
• Allow to force deploy if deploy parameters change by @mike0sv in #644
• Resolve requirements installed from Git or local source by @aguschin in #645

Full Changelog: 0.4.8...0.4.9

0.4.8 🐶

This release enables mlem deploy run heroku --server streamlit.
Bug fixes for sagemaker and flyio deployments, saving sklearn transformers with latest sklearn versions.

Changes

• Add server field to heroku deploy (#631) @mike0sv
• Workaround for dill IndexError (#642) @mike0sv
• Expose right port for mlem deploy run flyio (#640) @aguschin
• Fix platform setting for building image for sagemaker (#632) @mike0sv
• Fix DVC lint extras (#634) @aguschin
• Add new DVC extra (#633) @mike0sv

0.4.7 🐶

What's Changed

• Fix sagemaker deploy by @aguschin in #615
• Fix stata saving by @aguschin in #624
• Read MLEM metafiles with description and labels by @aguschin in #630

Full Changelog: 0.4.6...0.4.7

0.4.6 🐶

What's Changed

• Adapt to new streamlit version + fix bug requiring --args to be supplied by @aguschin in #621
• Convert requirement to bytes if needed by @aguschin in #622
• Fix declaring classes with abc fields with defaults by @mike0sv in #625

Full Changelog: 0.4.5...0.4.6

0.4.5 🐶

This release fixes a number of bugs.

What's Changed

• Temporary fix for onnxruntime by @mike0sv in #609
• Change args for docker build by @mike0sv in #604
• Add setting to do deep requirement inspection by @mike0sv in #606
• Add some args to streamlit server configuration by @mike0sv in #607
• Add flag to migrate metadata on load by @mike0sv in #605

Full Changelog: 0.4.4...0.4.5