0.4.4 🐶

This release improves Streamlit app creation and fix some bugs.

What's Changed

• Fix error for fsspec==2023.1.0 by @mike0sv in #599
• Update pre-commit by @mike0sv in #603
• More streamlit goodness by @mike0sv in #602
• Add no-deploy option for Flyio app creation by @mike0sv in #601

Full Changelog: 0.4.3...0.4.4

0.4.3 🐶

What's Changed

• Fixing small typo in the CLI by @keithing in #582
• Fix IndexError on missing CLI arg by @mike0sv in #581
• Forbid extra fields for all MlemABC by @mike0sv in #580
• Print correct cmd to activate venv after mlem build venv by @aguschin in #597
• Improvements for streamlit server by @mike0sv in #595
• Fix --standardize not working by @aguschin in #588

New Contributors

• @keithing made their first contribution in #582

Full Changelog: 0.4.2...0.4.3

0.4.2 🐶

What's new

• Now you can deploy CV models - check out https://iterative.ai/blog/mlem-cv for examples
• Now can deploy models to fly.io with mlem deploy run flyio
• Added support for sklearn transformers - now MLEM can easily save CountVectorizers, TfidfTransformers, etc

Changes

• Allow to build pip for different python version by @mike0sv in #564
• Return default value for config get if not present by @mike0sv in #563
• Fix empty requirements in notebooks by @mike0sv in #562
• Update GH workflow by @aguschin in #561
• Fix bug with serving models without model, with processors only by @aguschin in #569
• Allow rerunning deploy without --load if deployment meta is going to be the same by @aguschin in #570
• Add fly.io deployments by @mike0sv in #511
• Remove empty dirs after artefact cleaning by @mike0sv in #571
• Add pil serializer for images by @mike0sv in #543
• set --force_overwite True as default for mlem build docker by @aguschin in #573
• Raise appr error if model option is missing by @mike0sv in #578
• add support for sklearn transformers by @ykasimov in #538

New Contributors

• @ykasimov made their first contribution in #538

Full Changelog: 0.4.1...0.4.2

0.4.1 🐶

What's Changed

• Fix for varargs in signatures by @mike0sv in #539
• Add link to docs in Streamlit UI by @aguschin in #541
• Ignore pip cache purge error at build by @aguschin in #554
• Fix deploy requiring requirements to be installed by @aguschin in #555
• Not warn if packages have same name by @mike0sv in #559
• GitHub actions update by @dacbd in #558
• Revert "GitHub actions update" by @aguschin in #560

New Contributors

• @dacbd made their first contribution in #558

Full Changelog: 0.4.0...0.4.1

0.4.0 🐶

What's new

• Now you can serve your models with Streamlit: mlem serve streamlit --model mymodel. Streamlit app is built automatically based on sample_data you provide to mlem.api.save() call.
• Now you can add pre- and post-processors for your models. mlem.api.save(..., preprocess=..., postprocess=...) will apply preprocess before the model and postprocess after the model like this: postprocess(model(preprocess(x))).
• Since the two above break backward compatibility (.mlem files have a different structure now), we implemented mlem migrate command that will re-write .mlem files to adhere to new format.

Changes

• Fix broken links in README.md by @aguschin in #518
• Streamlit serving by @mike0sv in #512
• Add fastapi to pip install mlem[streamlit] by @aguschin in #527
• Model stages/pre/post processors prototype by @mike0sv in #485
• Find correct package names by @aguschin in #525
• Migrations (for 0.4.0) by @mike0sv in #515
• Fixes for blogposts by @mike0sv in #531
• importlib_metadata dependency by @mike0sv in #534

Full Changelog: 0.3.2...0.4.0

0.3.2 🐶

What's Changed

• return ls as internal API by @mike0sv in #477
• Run pylint for one Python version / OS only by @aguschin in #495
• Binary Serializers by @mike0sv in #447
• Clean up check-test-release.yml by @aguschin in #500
• Suggest running heroku login on missing creds by @mike0sv in #503
• Remove mentions of .mlem/ dir by @aguschin in #506
• backport from mlem.ai by @mike0sv in #505
• Enable rev option for local git repos by @mike0sv in #489
• Add telemetry to API by @mike0sv in #451
• Improve CLI telemetry by @mike0sv in #513
• Client files by @mike0sv in #508
• Add requirements of serializers to server by @mike0sv in #516

Full Changelog: 0.3.1...0.3.2

0.3.1 🐶

Important changes

• Remove standard signature from models and move it to servers by @mike0sv in #456
• enable apply for raw model objects by @mike0sv in #482
• Change port mapping syntax by @mike0sv in #486

Fixes

• Error on extra cli arguments by @mike0sv in #461
• Add prefix for model generation in fastapi to prevent collisions by @mike0sv in #469
• Fix call endpoint by @mike0sv in #476
• minor - mlem apply to print results always by @omesser in #470
• Verbose logging on object loads by @omesser in #471
• fix error on declaring docker_container with port_mapping by @mike0sv in #479
• Allow int column names for pandas by @mike0sv in #484
• Add httpx dependency by @mike0sv in #490
• Raise error if trying to serve model without signature by @mike0sv in #468
• Fix/verbose by @mike0sv in #487

Chore

• run heroku tests on detection from title OR schedule by @madhur-tandon in #433
• remove unneeded snippet by @madhur-tandon in #465
• Update README by @aguschin in #464
• Run CI for Python 3.10 by @aguschin in #466
• Remove xfail mark from tests/cli/test_main.py::test_commands_docs_links by @aguschin in #462
• Temporary skip test_repository_tags for python 3.8 by @mike0sv in #492
• Fix setup.py classifiers by @aguschin in #472
• Update check-test-release.yml by @mike0sv in #493

New Contributors

• @omesser made their first contribution in #470

Full Changelog: 0.3.0...0.3.1

0.3.0 🐶

What's Changed

• Add -c help WIP by @mike0sv in #363
• new state POC by @mike0sv in #340
• add support for deployment to K8s by @madhur-tandon in #374
• Fix docstrings by @mike0sv in #398
• Remove cli examples and add link to docs page by @aguschin in #408
• Refactoring of deployments and env by @mike0sv in #417
• Add docstrings to extensions by @mike0sv in #413
• Get rid of mlem dir by @mike0sv in #395
• Add links to deployment env declare by @mike0sv in #440
• Fix docstrings to re-generate API docs by @aguschin in #443
• add bandit, fix vulnerabilities & bump pre-commit-config by @vvssttkk in #444
• add requirements builder by @madhur-tandon in #434
• fix conda action by @madhur-tandon in #452
• --quiet option by @mike0sv in #448
• Handle OSError on local module reqs analyzer by @mike0sv in #453
• Release 0.3.0 by @mike0sv in #397

New Contributors

• @vvssttkk made their first contribution in #444

Full Changelog: 0.2.9...0.3.0

0.2.9 🐶

Changes

• add separate reader/writer for lgb labels (#421) @madhur-tandon
• allow to pass pathlib based Paths in save and load APIs (#437) @madhur-tandon
• use cloudpickle for saving torch models (#416) @madhur-tandon
• remove str from save api signature (#426) @madhur-tandon
• serve api should accept str for model argument (#425) @madhur-tandon
• fix issues with pandas pylint and flake8 (#427) @madhur-tandon
• Fix/stderr (#410) @itstargetconfirmed

Chore

• chore(deps): update actions/cache action to v3.0.11 (#439) @renovate
• chore(deps): update styfle/cancel-workflow-action action to v0.11.0 (#438) @renovate

0.2.8 🐶

Major updates

• Remove labels and description by @aguschin in #370

What's Changed

• Update setup.py by @mike0sv in #361
• Remove auth debug log by @mike0sv in #360
• replace _ExternalRef logic with persistent_id by @mike0sv in #365
• fix for empty nested dicts in DictType by @mike0sv in #376
• Don't load model_type on pip build by @mike0sv in #386
• Add link to the weekly board to README by @aguschin in #389
• remove recursive flag for ls by @mike0sv in #393
• create MlemSource to choose how mlem is added to docker by @mike0sv in #391
• Add torch model import by @mike0sv in #394
• add reqs for non-standard sklearn io by @mike0sv in #392
• Adds check that github path has valid sha after tree/ by @mike0sv in #401
• fix docker tests for release by @mike0sv in #406

Chore

• chore(deps): update actions/cache action to v3.0.6 by @renovate in #373
• chore(deps): update actions/cache action to v3.0.8 by @renovate in #383
• chore(deps): update actions/cache action to v3.0.7 by @renovate in #377

Full Changelog: 0.2.7...0.2.8