Open source the internal Fabric AutoML fork

.coveragerc

@@ -2,6 +2,13 @@
 branch = True
 source =
   flaml
+concurrency = multiprocessing
+parallel = true
 omit =
   */test/*
   */flaml/autogen/*
+  */flaml/tune/spark/mylearner.py
+  */flaml/onlineml/*
+  */flaml/tune/scheduler/online_scheduler.py
+  */flaml/tune/searcher/online_searcher.py
+  */flaml/tune/searcher/cfo_cat.py

.devcontainer/Dockerfile

@@ -3,7 +3,7 @@
 # Licensed under the MIT License. See LICENSE file in the project root for license information.
 #-------------------------------------------------------------------------------------------------------------
 
-FROM mcr.microsoft.com/vscode/devcontainers/python:0-3.9
+FROM mcr.microsoft.com/devcontainers/python:3.10
 
 #
 # Update the OS and maybe install packages

.github/workflows/CD.yml

@@ -36,8 +36,8 @@ jobs:
       - name: Build
         shell: pwsh
         run: |
-          pip install twine wheel "setuptools<82"
-          python setup.py sdist bdist_wheel
+          pip install twine build
+          python -m build
       - name: Publish to PyPI
         env:
           TWINE_USERNAME: ${{ secrets.PYPI_USERNAME }}

.gitignore

@@ -183,6 +183,10 @@ patch.diff
 # Test things
 notebook/lightning_logs/
 lightning_logs/
+
+# lowcode related
+lowcode/handlebars/test_file/
+
 flaml/autogen/extensions/tmp/
 test/autogen/my_tmp/
 catboost_*

.pre-commit-config.yaml

@@ -11,8 +11,10 @@ repos:
     rev: v4.4.0
     hooks:
     - id: check-added-large-files
+      exclude: ^notebook/trident/featurization\.ipynb$
     - id: check-ast
     - id: check-yaml
+      exclude: ^conda-build/flaml3\.10/meta\.yaml$|^conda-build/flaml3\.11/meta\.yaml$
     - id: check-toml
     - id: check-json
     - id: check-byte-order-marker
@@ -43,6 +45,7 @@ repos:
           - mdformat-gfm
           - mdformat-black
           - mdformat_frontmatter
+        exclude: NOTICE.md
 
   - repo: https://github.com/charliermarsh/ruff-pre-commit
     rev: v0.0.261