powerlift 0.1.10 release

python/powerlift/CHANGELOG.md

@@ -4,6 +4,14 @@ All notable changes to this project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and the versioning is mostly derived from [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## v0.1.10 - 2024-08-02
+### Added
+- Support for OpenML AutoML regression and classification datasets.
+- Densify sparse data.
+- For classification datasets, convert y to unique integers.
+- Change CategoricalDType values to be unordered for data returned by OpenML.
+- Convert object data into either CategoricalDType or float data.
+
 ## v0.1.9 - 2024-06-21
 ### Fixed
 - Performance improvements to Azure CI executor.

python/powerlift/scripts/Dockerfile

@@ -1,12 +1,12 @@
 # syntax=docker/dockerfile:1
 FROM python:3.9-slim-buster
 
-COPY powerlift-0.1.9-py3-none-any.whl .
+COPY powerlift-0.1.10-py3-none-any.whl .
 
 # Install dependencies
 RUN apt-get update && \
     apt-get install -y --no-install-recommends build-essential unixodbc-dev libpq-dev python-dev && \
-    pip install powerlift-0.1.9-py3-none-any.whl[postgres,mssql,testing] && \
+    pip install powerlift-0.1.10-py3-none-any.whl[postgres,mssql,testing] && \
     apt-get clean && \
     rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/* && \
     apt-get autoremove -y

python/powerlift/scripts/build-docker.sh

@@ -5,4 +5,4 @@ cd "$(dirname "${BASH_SOURCE[0]}")"
 mkdir -p ../build/docker
 cp Dockerfile ../build/docker/
 cd .. && python -m build && cp dist/* build/docker/
-cd build/docker && docker build -t interpretml/powerlift:0.1.9 .
+cd build/docker && docker build -t interpretml/powerlift:0.1.10 .

python/powerlift/setup.py

@@ -5,7 +5,7 @@
 
 setuptools.setup(
     name="powerlift",
-    version="0.1.9",
+    version="0.1.10",
     author="The InterpretML Contributors",
     author_email="interpret@microsoft.com",
     description="Interactive Benchmarking for Machine Learning.",

python/powerlift/src/powerlift/executors/azure_ci.py

@@ -132,7 +132,7 @@ def __init__(
         azure_client_secret: str,
         subscription_id: str,
         resource_group: str,
-        image: str = "interpretml/powerlift:0.1.9",
+        image: str = "interpretml/powerlift:0.1.10",
         n_running_containers: int = 1,
         num_cores: int = 1,
         mem_size_gb: int = 2,

python/powerlift/src/powerlift/executors/docker.py

@@ -44,7 +44,7 @@ class InsecureDocker(LocalMachine):
     def __init__(
         self,
         store: Store,
-        image: str = "interpretml/powerlift:0.1.9",
+        image: str = "interpretml/powerlift:0.1.10",
         n_running_containers: int = None,
         wheel_filepaths: List[str] = None,
         docker_db_uri: str = None,
@@ -54,7 +54,7 @@ def __init__(
 
         Args:
             store (Store): Store that houses trials.
-            image (str, optional): Image to execute in container. Defaults to "interpretml/powerlift:0.1.4".
+            image (str, optional): Image to execute in container. Defaults to "interpretml/powerlift:0.0.1".
             n_running_containers (int, optional): Max number of containers running simultaneously. Defaults to None.
             wheel_filepaths (List[str], optional): List of wheel filepaths to install on docker trial run. Defaults to None.
             docker_db_uri (str, optional): Database URI for container. Defaults to None.

scripts/release_process.txt

@@ -47,10 +47,9 @@
   - open anaconda console window
   - cd <PACKAGE_DOWNLOAD_DIRECTORY>
   - conda env remove --name interpret_bdist && conda create --yes --name interpret_bdist python=3.10 && conda activate interpret_bdist
-  - pip install interpret_core-*-py3-none-any.whl[debug,notebook,plotly,lime,sensitivity,shap,linear,treeinterpreter,aplr,dash,skoperules,testing]
+  - pip install jupyter interpret_core-*-py3-none-any.whl[debug,notebook,plotly,lime,sensitivity,shap,linear,treeinterpreter,aplr,dash,skoperules,testing]
   - cd <REPO_ROOT>
   - cd docs/interpret/python/examples
-  - pip install jupyter
   - jupyter notebook
   - open all the example notebooks, run them, and check the visualizations
   - clear all outputs on all notebooks
@@ -65,10 +64,9 @@ set_visualize_provider(InlineProvider())
   - cd <PACKAGE_DOWNLOAD_DIRECTORY>
   - conda env remove --name interpret_sdist && conda create --yes --name interpret_sdist python=3.10 && conda activate interpret_sdist
   - IN WINDOWS: get the Visual studio environment with: "C:\Program Files\Microsoft Visual Studio\2022\Enterprise\VC\Auxiliary\Build\vcvars64.bat"
-  - pip install interpret-core-*.tar.gz[debug,notebook,plotly,lime,sensitivity,shap,linear,treeinterpreter,aplr,dash,skoperules,testing]
+  - pip install jupyter interpret-core-*.tar.gz[debug,notebook,plotly,lime,sensitivity,shap,linear,treeinterpreter,aplr,dash,skoperules,testing]
   - cd <REPO_ROOT>
   - cd docs/interpret/python/examples
-  - pip install jupyter
   - jupyter notebook
   - open all the example notebooks, run them, and check the visualizations
   - clear all outputs on all notebooks
@@ -173,9 +171,9 @@ set_visualize_provider(InlineProvider())
   - open anaconda console window
   - conda env remove --name interpret_conda && conda create --yes --name interpret_conda python=3.10 && conda activate interpret_conda
   - conda install --yes -c conda-forge interpret-core psutil ipykernel ipython plotly lime SALib shap dill dash dash-core-components dash-html-components dash-table dash_cytoscape gevent requests
+  - pip install jupyter
   - cd <REPO_ROOT>
   - cd docs/interpret/python/examples
-  - pip install jupyter
   - jupyter notebook
   - open all the example notebooks, run them, and check the visualizations
   - clear all outputs on all notebooks
@@ -211,10 +209,9 @@ set_visualize_provider(InlineProvider())
 - test PyPI release locally:
   - open anaconda console window
   - conda env remove --name interpret_pypi && conda create --yes --name interpret_pypi python=3.10 && conda activate interpret_pypi
-  - pip install interpret lime  # remove lime if we remove lime from example notebooks
+  - pip install jupyter interpret lime  # remove lime if we remove lime from example notebooks
   - cd <REPO_ROOT>
   - cd docs/interpret/python/examples
-  - pip install jupyter
   - jupyter notebook
   - open all the example notebooks, run them, and check the visualizations
   - clear all outputs on all notebooks
@@ -259,3 +256,16 @@ set_visualize_provider(InlineProvider())
   - merge "develop" into "main" (this will also cary along with it the tag)
   - push the "main" branch
 - verify main and develop branch have been updated in github
+
+
+
+
+
+POWERLIFT:
+- update CHANGELOG.md
+- update version in:
+  scripts\build-docker.sh
+  scripts\Dockerfile (in 2 places)
+  setup.py
+  src\powerlift\executors\azure_ci.py
+  src\powerlift\executors\docker.py