From 7c2c4f4b6c102b2e962a20d33fdf82d9bedf3f31 Mon Sep 17 00:00:00 2001 From: dbczumar Date: Fri, 14 Jan 2022 16:20:58 -0800 Subject: [PATCH] Tweaks --- CHANGELOG.rst | 42 ++++++++++++++++++++---------------------- 1 file changed, 20 insertions(+), 22 deletions(-) diff --git a/CHANGELOG.rst b/CHANGELOG.rst index c15a9fafaca19..d105b84f8a64e 100644 --- a/CHANGELOG.rst +++ b/CHANGELOG.rst @@ -1,34 +1,32 @@ Changelog ========= -1.22.1.dev0 (2022-01-14) +1.23.0 (2022-01-17) ------------------------ -MLflow 1.22.1.dev0 includes several major features and improvements: +MLflow 1.23.0 includes several major features and improvements: Features: -- Support specifying 'latest' in model URI to get the latest version of a model regardless of the stage (#5027, @lichenran1234) -- Evaluation Default evaluator (#5092, @WeichenXu123) -- Add a Python API to load model input examples (#5212, @maitre-matt) -- Autologging functionality for scikit-learn integration with LightGBM (Part 1) (#5130, @jwyyy) -- Log model uuid (#5149, @WeichenXu123) -- Implement model evaluation API (part 1) (#5069, @WeichenXu123) -- Make example input and PyFuncInput support csc csr matrix (#5016, @WeichenXu123) -- Automatically update metric plots for in-progress runs #2099 (#5017, @cedkoffeto) -- Add server option for serving only artifacts and proxied serving mode (#5045, @BenWilson2) +- [Models] Introduce an ``mlflow.evaluate()`` API for evaluating MLflow Models, providing performance and explainability insights (#5069, #5092, #5256, @WeichenXu123) +- [Models] Add an ``mlflow.models.Model.load_input_example()`` Python API for loading MLflow Model input examples (#5212, @maitre-matt) +- [Models] Add a UUID field to the MLflow Model specification. MLflow Models now have a unique identifier (#5149, #5167, @WeichenXu123) +- [Models] Supporting passing SciPy CSC and CSR matrices as MLflow Model input examples (#5016, @WeichenXu123) +- [Model Registry] Support specifying `latest` in model URI to get the latest version of a model regardless of the stage (#5027, @lichenran1234) +- [Tracking] Add support for LightGBM scikit-learn models to ``mlflow.lightgbm.autolog()`` (#5130, #5200, #5271 @jwyyy) +- [Tracking] Improve S3 artifact download speed by caching boto clients (#4695, @Samreay) +- [UI] Automatically update metric plots for in-progress runs (#5017, @cedkoffeto, @harupy) Bug fixes and documentation updates: -- Do not modify tags dict on start_run() (#5191, @matheusMoreno) -- Fixed incorrect parameter assignment in create-model-version in the R model registry API. (#5185, @bramrodenburg) -- Bugfix: properly pass kwargs to `torch.jit.load` from `mlfow.pytorch.load_model` (#5163, @schmidt-jake) -- Only generate model uuid when logging model (#5167, @WeichenXu123) -- Fixing the horizonal and vertical extra scroll bar issue (#5159, @sunishsheth2009) -- BUG: fixed model serve fail with HTTP 400 on Bad Request. (#5003, @abatomunkuev) -- MLflow Schema enforcement should not cast object to pandas String (#5134, @stevenchen-db) -- Caching boto client to improve artifact download speed (#4695, @Samreay) -- Parse subdirectory with quotes (#5117, @dinaldoap) - -Small bug fixes and doc updates (#5264, #5244, #5249, #5255, #5248, #5243, #5240, #5239, #5232, #5234, #5235, #5082, #5220, #5219, #5226, #5217, #5194, #5188, #5132, #5182, #5183, #5180, #5177, #5165, #5164, #5162, #5015, #5136, #5065, #5125, #5106, #5127, #5120, @harupy; #5156, @pbezglasny; #5202, @jwyyy; #3863, @JoshuaAnickat; #5205, @abhiramr; #4604, @OSobky; #4256, @einsmein; #5140, @AveshCSingh; #5186, #5176, @WeichenXu123; #5260, #5230, #5229, #5206, #5174, #5160, @liangz1) + +- [Models] Fix a bug in MLflow Model schema enforcement where strings were incorrectly cast to Pandas objects (#5134, @stevenchen-db) +- [Models] Fix a bug where keyword arguments passed to ``mlflow.pytorch.load_model()`` were not used for scripted models (#5163, @schmidt-jake) +- [Model Registry][R] Fix bug in R client ``mlflow_create_model_version`` API that caused ``source`` to be set incorrectly (#5185, @bramrodenburg) +- [Projects] Fix parsing behavior for project URIs containing quotes (#5117, @dinaldoap) +- [Scoring] Use the correct 400-level error code for malformed MLflow Model Server requests (#5003, @abatomunkuev) +- [Tracking] Fix a bug where ``mlflow.start_run()`` modified user-supplied tags dictionary (#5191, @matheusMoreno) +- [UI] Fix a bug causing redundant scroll bars to be displayed on the Experiment Page (#5159, @sunishsheth2009) + +Small bug fixes and doc updates (#5264, #5244, #5249, #5255, #5248, #5243, #5240, #5239, #5232, #5234, #5235, #5082, #5220, #5219, #5226, #5217, #5194, #5188, #5132, #5182, #5183, #5180, #5177, #5165, #5164, #5162, #5015, #5136, #5065, #5125, #5106, #5127, #5120, @harupy; #5045, @BenWilson2; #5156, @pbezglasny; #5202, @jwyyy; #3863, @JoshuaAnickat; #5205, @abhiramr; #4604, @OSobky; #4256, @einsmein; #5140, @AveshCSingh; #5186, #5176, @WeichenXu123; #5260, #5230, #5229, #5206, #5174, #5160, @liangz1) 1.22.0 (2021-11-29) ------------------------