Update CI to use Python 3.8-3.10 (#288)

Python 3.7 is EOL and the Ray OSS CI has switched to Python 3.8 as well.

.github/workflows/gpu.yaml

@@ -9,10 +9,10 @@ jobs:
  timeout-minutes: 20
  steps:
  - uses: actions/checkout@v3
- - name: Set up Python 3.7
+ - name: Set up Python 3.8
  uses: actions/setup-python@v3
  with:
- python-version: 3.7
+ python-version: 3.8
  - name: Install dependencies
  run: |
  python -m pip install --upgrade pip

.github/workflows/test.yaml

@@ -12,10 +12,10 @@ jobs:
  timeout-minutes: 3
  steps:
  - uses: actions/checkout@v3
- - name: Set up Python 3.7
+ - name: Set up Python 3.8
  uses: actions/setup-python@v3
  with:
- python-version: 3.7
+ python-version: 3.8
  - name: Install dependencies
  run: |
  python -m pip install --upgrade pip
@@ -34,14 +34,14 @@ jobs:
  timeout-minutes: 160
  strategy:
  matrix:
- python-version: [3.7, 3.8, 3.9]
+ python-version: ["3.8", "3.9", "3.10"]
  include:
- - python-version: 3.7
- ray-wheel: https://s3-us-west-2.amazonaws.com/ray-wheels/latest/ray-3.0.0.dev0-cp37-cp37m-manylinux2014_x86_64.whl
- - python-version: 3.8
+ - python-version: "3.8"
  ray-wheel: https://s3-us-west-2.amazonaws.com/ray-wheels/latest/ray-3.0.0.dev0-cp38-cp38-manylinux2014_x86_64.whl
- - python-version: 3.9
+ - python-version: "3.9"
  ray-wheel: https://s3-us-west-2.amazonaws.com/ray-wheels/latest/ray-3.0.0.dev0-cp39-cp39-manylinux2014_x86_64.whl
+ - python-version: "3.10"
+ ray-wheel: https://s3-us-west-2.amazonaws.com/ray-wheels/latest/ray-3.0.0.dev0-cp310-cp310-manylinux2014_x86_64.whl
  steps:
  - uses: actions/checkout@v3
  - name: Set up Python ${{ matrix.python-version }}
@@ -78,7 +78,7 @@ jobs:
  timeout-minutes: 160
  strategy:
  matrix:
- python-version: [3.7, 3.8, 3.9]
+ python-version: ["3.8", "3.9", "3.10"]
  steps:
  - uses: actions/checkout@v3
  - name: Set up Python ${{ matrix.python-version }}
@@ -117,7 +117,7 @@ jobs:
  timeout-minutes: 160
  strategy:
  matrix:
- python-version: [3.7, 3.8, 3.9]
+ python-version: ["3.8", "3.9", "3.10"]
  steps:
  - uses: actions/checkout@v3
  - name: Set up Python ${{ matrix.python-version }}
@@ -161,14 +161,14 @@ jobs:
  strategy:
  matrix:
  # no new versions for xgboost are published for 3.6
- python-version: [3.7, 3.8, 3.9]
+ python-version: ["3.8", "3.9", "3.10"]
  include:
- - python-version: 3.7
- ray-wheel: https://s3-us-west-2.amazonaws.com/ray-wheels/latest/ray-3.0.0.dev0-cp37-cp37m-manylinux2014_x86_64.whl
- - python-version: 3.8
+ - python-version: "3.8"
  ray-wheel: https://s3-us-west-2.amazonaws.com/ray-wheels/latest/ray-3.0.0.dev0-cp38-cp38-manylinux2014_x86_64.whl
- - python-version: 3.9
+ - python-version: "3.9"
  ray-wheel: https://s3-us-west-2.amazonaws.com/ray-wheels/latest/ray-3.0.0.dev0-cp39-cp39-manylinux2014_x86_64.whl
+ - python-version: "3.10"
+ ray-wheel: https://s3-us-west-2.amazonaws.com/ray-wheels/latest/ray-3.0.0.dev0-cp310-cp310-manylinux2014_x86_64.whl
  steps:
  - uses: actions/checkout@v3
  - name: Set up Python ${{ matrix.python-version }}
@@ -223,7 +223,7 @@ jobs:
  timeout-minutes: 160
  strategy:
  matrix:
- python-version: [3.7]
+ python-version: [3.8]
  steps:
  - uses: actions/checkout@v3
  - name: Set up Python ${{ matrix.python-version }}

setup.py

@@ -11,7 +11,7 @@
  "distributed computing framework Ray.",
  url="https://github.com/ray-project/xgboost_ray",
  install_requires=[
- "ray>=1.10",
+ "ray>=2.0",
  "numpy>=1.16",
  "pandas",
  "wrapt>=1.12.1",

xgboost_ray/matrix.py

@@ -85,7 +85,13 @@ def ensure_sorted_by_qid(
  _qid = qid.iloc[:, 0]
  elif isinstance(qid, pd.Series):
  _qid = qid
- if _qid.is_monotonic:
+ # pandas < 2.0
+ if getattr(_qid, "is_monotonic", False):
+ return _qid, df
+ # pandas >= 2.0
+ elif getattr(_qid, "is_monotonic_increasing", False) or getattr(
+ _qid, "is_monotonic_decreasing", False
+ ):
  return _qid, df
  else:
  if isinstance(qid, str):