Merge branch 'main' into copilot/update-automl-metric-documentation

Author: thinkall

.github/workflows/python-package.yml

@@ -39,13 +39,8 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest, macos-latest, windows-latest]
-        python-version: ["3.10", "3.11", "3.12"]
-        exclude:
-          - os: macos-latest
-            python-version: "3.10"  # macOS runners will hang on python 3.10 for unknown reasons
-          - os: macos-latest
-            python-version: "3.12"  # macOS runners will hang on python 3.12 for unknown reasons
+        os: [ubuntu-latest, windows-latest]
+        python-version: ["3.10", "3.11", "3.12", "3.13"]
     steps:
       - uses: actions/checkout@v4
       - name: Set up Python ${{ matrix.python-version }}
@@ -79,6 +74,11 @@ jobs:
         run: |
           pip install pyspark==4.0.1
           pip list | grep "pyspark"
+      - name: On Ubuntu python 3.13, install pyspark 4.1.0
+        if: matrix.python-version == '3.13' && matrix.os == 'ubuntu-latest'
+        run: |
+          pip install pyspark==4.1.0
+          pip list | grep "pyspark"
       # # TODO: support ray
       # - name: If linux and python<3.11, install ray 2
       #   if: matrix.os == 'ubuntu-latest' && matrix.python-version < '3.11'
@@ -103,10 +103,12 @@ jobs:
         run: |
           pip cache purge
       - name: Test with pytest
+        timeout-minutes: 120
         if: matrix.python-version != '3.11'
         run: |
           pytest test/ --ignore=test/autogen --reruns 2 --reruns-delay 10
       - name: Coverage
+        timeout-minutes: 120
         if: matrix.python-version == '3.11'
         run: |
           pip install coverage

.pre-commit-config.yaml

@@ -36,7 +36,7 @@ repos:
     - id: black
 
   - repo: https://github.com/executablebooks/mdformat
-    rev: 0.7.17
+    rev: 0.7.22
     hooks:
       - id: mdformat
         additional_dependencies:

NOTICE.md

@@ -4,8 +4,8 @@ This repository incorporates material as listed below or described in the code.
 
 ## Component. Ray.
 
-Code in tune/\[analysis.py, sample.py, trial.py, result.py\],
-searcher/\[suggestion.py, variant_generator.py\], and scheduler/trial_scheduler.py is adapted from
+Code in tune/[analysis.py, sample.py, trial.py, result.py],
+searcher/[suggestion.py, variant_generator.py], and scheduler/trial_scheduler.py is adapted from
 https://github.com/ray-project/ray/blob/master/python/ray/tune/
 
 ## Open Source License/Copyright Notice.

README.md

@@ -34,7 +34,7 @@ FLAML has a .NET implementation in [ML.NET](http://dot.net/ml), an open-source,
 
 ## Installation
 
-FLAML requires **Python version >= 3.9**. It can be installed from pip:
+The latest version of FLAML requires **Python >= 3.10 and < 3.14**. While other Python versions may work for core components, full model support is not guaranteed. FLAML can be installed via `pip`:
 
 ```bash
 pip install flaml

SECURITY.md

@@ -12,7 +12,7 @@ If you believe you have found a security vulnerability in any Microsoft-owned re
 
 Instead, please report them to the Microsoft Security Response Center (MSRC) at [https://msrc.microsoft.com/create-report](https://msrc.microsoft.com/create-report).
 
-If you prefer to submit without logging in, send email to [secure@microsoft.com](mailto:secure@microsoft.com).  If possible, encrypt your message with our PGP key; please download it from the [Microsoft Security Response Center PGP Key page](https://www.microsoft.com/en-us/msrc/pgp-key-msrc).
+If you prefer to submit without logging in, send email to [secure@microsoft.com](mailto:secure@microsoft.com). If possible, encrypt your message with our PGP key; please download it from the [Microsoft Security Response Center PGP Key page](https://www.microsoft.com/en-us/msrc/pgp-key-msrc).
 
 You should receive a response within 24 hours. If for some reason you do not, please follow up via email to ensure we received your original message. Additional information can be found at [microsoft.com/msrc](https://www.microsoft.com/msrc).