build(python): Support Python 3.12

.github/workflows/benchmark.yml

@@ -33,7 +33,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v4
         with:
-          python-version: '3.11'
+          python-version: '3.12'
 
       - name: Create virtual environment
         run: |

.github/workflows/docs-global.yml

@@ -45,7 +45,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v4
         with:
-          python-version: '3.11'
+          python-version: '3.12'
 
       - name: Create virtual environment
         run: |

.github/workflows/docs-python.yml

@@ -31,7 +31,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v4
         with:
-          python-version: '3.11'
+          python-version: '3.12'
           cache: pip
           cache-dependency-path: py-polars/docs/requirements-docs.txt
 

.github/workflows/lint-python.yml

@@ -23,7 +23,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v4
         with:
-          python-version: '3.11'
+          python-version: '3.12'
 
       - name: Install Python dependencies
         run: pip install -r requirements-lint.txt
@@ -42,7 +42,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ['3.8', '3.11']
+        python-version: ['3.8', '3.12']
     defaults:
       run:
         working-directory: py-polars

.github/workflows/test-bytecode-parser.yml

@@ -16,7 +16,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ['3.8', '3.9', '3.10', '3.11']
+        python-version: ['3.8', '3.9', '3.10', '3.11', '3.12']
 
     steps:
       - uses: actions/checkout@v4

.github/workflows/test-python.yml

@@ -34,11 +34,11 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest, windows-latest]
-        python-version: ['3.8', '3.11']
-        exclude:
+        os: [ubuntu-latest]
+        python-version: ['3.8', '3.11', '3.12']
+        include:
           - os: windows-latest
-            python-version: '3.8'
+            python-version: '3.12'
 
     steps:
       - uses: actions/checkout@v4
@@ -77,20 +77,25 @@ jobs:
 
       - name: Run tests and report coverage
         if: github.ref_name != 'main'
-        run: pytest --cov -n auto --dist loadgroup -m "not benchmark and not docs"
+        env:
+          # TODO: Re-enable coverage for for Ubuntu + Python 3.12 tests
+          # Currently skipped due to performance issues in coverage:
+          # https://github.com/nedbat/coveragepy/issues/1665
+          COV: ${{ !(matrix.os == 'ubuntu-latest' && matrix.python-version == '3.12') && '--cov' || '' }}
+        run: pytest $COV -n auto --dist loadgroup -m "not benchmark and not docs"
 
       - name: Run tests async reader tests
         if: github.ref_name != 'main' && matrix.os != 'windows-latest'
         run: POLARS_FORCE_ASYNC=1 pytest -m "not benchmark and not docs" tests/unit/io/
 
       - name: Run doctests
-        if: github.ref_name != 'main' && matrix.os != 'windows-latest'
+        if: github.ref_name != 'main' && matrix.python-version == '3.12' && matrix.os == 'ubuntu-latest'
         run: |
           python tests/docs/run_doctest.py
           pytest tests/docs/test_user_guide.py -m docs
 
       - name: Check import without optional dependencies
-        if: github.ref_name != 'main' && matrix.os != 'windows-latest'
+        if: github.ref_name != 'main' && matrix.python-version == '3.12' && matrix.os == 'ubuntu-latest'
         run: |
           declare -a deps=("pandas"
           "pyarrow"

docs/development/contributing/index.md

@@ -64,7 +64,7 @@ rustup toolchain install nightly --component miri
 ```
 
 Next, install Python, for example using [pyenv](https://github.com/pyenv/pyenv#installation).
-We recommend using the latest Python version (`3.11`).
+We recommend using the latest Python version (`3.12`).
 Make sure you deactivate any active virtual environments or conda environments, as the steps below will create a new virtual environment for Polars.
 You will need Python even if you intend to work on the Rust code only, as we rely on the Python tests to verify all functionality.
 

py-polars/polars/dataframe/frame.py

@@ -1261,7 +1261,7 @@ def schema(self) -> SchemaDict:
         ...     }
         ... )
         >>> df.schema
-        OrderedDict([('foo', Int64), ('bar', Float64), ('ham', Utf8)])
+        OrderedDict({'foo': Int64, 'bar': Float64, 'ham': Utf8})
 
         """
         return OrderedDict(zip(self.columns, self.dtypes))

py-polars/polars/functions/as_datatype.py

@@ -459,7 +459,7 @@ def struct(
     Use keyword arguments to easily name each struct field.
 
     >>> df.select(pl.struct(p="int", q="bool").alias("my_struct")).schema
-    OrderedDict([('my_struct', Struct([Field('p', Int64), Field('q', Boolean)]))])
+    OrderedDict({'my_struct': Struct([Field('p', Int64), Field('q', Boolean)])})
 
     """
     pyexprs = parse_as_list_of_expressions(*exprs, **named_exprs)

py-polars/polars/lazyframe/frame.py

@@ -731,7 +731,7 @@ def schema(self) -> SchemaDict:
         ...     }
         ... )
         >>> lf.schema
-        OrderedDict([('foo', Int64), ('bar', Float64), ('ham', Utf8)])
+        OrderedDict({'foo': Int64, 'bar': Float64, 'ham': Utf8})
 
         """
         return OrderedDict(self._ldf.schema())

py-polars/pyproject.toml

@@ -26,6 +26,7 @@ classifiers = [
   "Programming Language :: Python :: 3.9",
   "Programming Language :: Python :: 3.10",
   "Programming Language :: Python :: 3.11",
+  "Programming Language :: Python :: 3.12",
   "Programming Language :: Rust",
   "Topic :: Scientific/Engineering",
 ]
@@ -214,7 +215,9 @@ filterwarnings = [
   # Ignore warnings issued by dependency internals
   "ignore:.*is_sparse is deprecated.*:FutureWarning",
   "ignore:FigureCanvasAgg is non-interactive:UserWarning",
-  # Introspection under PyCharm IDE can generate this in 3.12
+  "ignore:datetime.datetime.utcfromtimestamp\\(\\) is deprecated.*:DeprecationWarning",
+  "ignore:datetime.datetime.utcnow\\(\\) is deprecated.*:DeprecationWarning",
+  # Introspection under PyCharm IDE can generate this in Python 3.12
   "ignore:.*co_lnotab is deprecated, use co_lines.*:DeprecationWarning",
 ]
 xfail_strict = true

py-polars/requirements-dev.txt

@@ -26,11 +26,16 @@ tzdata; platform_system == 'Windows'
 # Database
 SQLAlchemy
 adbc_driver_sqlite; python_version >= '3.9' and platform_system != 'Windows'
-connectorx
+# TODO: Remove version constraint for connectorx when Python 3.12 is supported:
+# https://github.com/sfu-db/connector-x/issues/527
+connectorx; python_version <= '3.11'
 # Cloud
 cloudpickle
 fsspec
 s3fs[boto3]
+# TODO: Unpin and remove aiohttp here when 3.9.0 is released:
+# https://github.com/aio-libs/aiohttp/issues/7739
+aiohttp==3.9.0b1
 # Spreadsheet
 ezodf
 lxml

py-polars/tests/docs/run_doctest.py

@@ -72,6 +72,16 @@ def modules_in_path(p: Path) -> Iterator[ModuleType]:
 
     # Set doctests to fail on warnings
     warnings.simplefilter("error", DeprecationWarning)
+    warnings.filterwarnings(
+        "ignore",
+        message="datetime.datetime.utcfromtimestamp\\(\\) is deprecated.*",
+        category=DeprecationWarning,
+    )
+    warnings.filterwarnings(
+        "ignore",
+        message="datetime.datetime.utcnow\\(\\) is deprecated.*",
+        category=DeprecationWarning,
+    )
 
     OutputChecker = doctest.OutputChecker
 

py-polars/tests/unit/io/test_database_read.py

@@ -34,6 +34,12 @@ def adbc_sqlite_connect(*args: Any, **kwargs: Any) -> Any:
 def create_temp_sqlite_db(test_db: str) -> None:
     Path(test_db).unlink(missing_ok=True)
 
+    def convert_date(val: bytes) -> date:
+        """Convert ISO 8601 date to datetime.date object."""
+        return date.fromisoformat(val.decode())
+
+    sqlite3.register_converter("date", convert_date)
+
     # NOTE: at the time of writing adcb/connectorx have weak SQLite support (poor or
     # no bool/date/datetime dtypes, for example) and there is a bug in connectorx that
     # causes float rounding < py 3.11, hence we are only testing/storing simple values
@@ -183,6 +189,10 @@ def __call__(self, *args: Any, **kwargs: Any) -> Any:  # noqa: D102
                 schema_overrides={"id": pl.UInt8},
             ),
             id="uri: connectorx",
+            marks=pytest.mark.skipif(
+                sys.version_info > (3, 11),
+                reason="connectorx cannot be installed on Python 3.12 yet.",
+            ),
         ),
         pytest.param(
             *DatabaseReadTestParams(
@@ -584,6 +594,10 @@ def test_read_database_exceptions(
         read_database(**params)
 
 
+@pytest.mark.skipif(
+    sys.version_info > (3, 11),
+    reason="connectorx cannot be installed on Python 3.12 yet.",
+)
 @pytest.mark.parametrize(
     "uri",
     [

py-polars/tests/unit/io/test_database_write.py

@@ -23,12 +23,16 @@ def adbc_sqlite_driver_version(*args: Any, **kwargs: Any) -> str:
     return "n/a"
 
 
-@pytest.mark.write_disk()
-@pytest.mark.parametrize("engine", ["adbc", "sqlalchemy"])
+@pytest.mark.skipif(
+    sys.version_info > (3, 11),
+    reason="connectorx cannot be installed on Python 3.12 yet.",
+)
 @pytest.mark.skipif(
     sys.version_info < (3, 9) or sys.platform == "win32",
     reason="adbc_driver_sqlite not available below Python 3.9 / on Windows",
 )
+@pytest.mark.write_disk()
+@pytest.mark.parametrize("engine", ["adbc", "sqlalchemy"])
 def test_write_database_create(engine: DbWriteEngine, tmp_path: Path) -> None:
     df = pl.DataFrame(
         {
@@ -51,12 +55,16 @@ def test_write_database_create(engine: DbWriteEngine, tmp_path: Path) -> None:
     assert_frame_equal(result, df)
 
 
-@pytest.mark.write_disk()
-@pytest.mark.parametrize("engine", ["adbc", "sqlalchemy"])
+@pytest.mark.skipif(
+    sys.version_info > (3, 11),
+    reason="connectorx cannot be installed on Python 3.12 yet.",
+)
 @pytest.mark.skipif(
     sys.version_info < (3, 9) or sys.platform == "win32",
     reason="adbc_driver_sqlite not available below Python 3.9 / on Windows",
 )
+@pytest.mark.write_disk()
+@pytest.mark.parametrize("engine", ["adbc", "sqlalchemy"])
 def test_write_database_append(engine: DbWriteEngine, tmp_path: Path) -> None:
     df = pl.DataFrame(
         {
@@ -96,6 +104,10 @@ def test_write_database_append(engine: DbWriteEngine, tmp_path: Path) -> None:
     assert_frame_equal(result, pl.concat([df, df]))
 
 
+@pytest.mark.skipif(
+    sys.version_info < (3, 9) or sys.platform == "win32",
+    reason="adbc_driver_sqlite not available below Python 3.9 / on Windows",
+)
 @pytest.mark.write_disk()
 @pytest.mark.parametrize(
     "engine",
@@ -106,13 +118,15 @@ def test_write_database_append(engine: DbWriteEngine, tmp_path: Path) -> None:
                 reason="ADBC SQLite driver has a bug with quoted/qualified table names",
             ),
         ),
-        "sqlalchemy",
+        pytest.param(
+            "sqlalchemy",
+            marks=pytest.mark.skipif(
+                sys.version_info > (3, 11),
+                reason="connectorx cannot be installed on Python 3.12 yet.",
+            ),
+        ),
     ],
 )
-@pytest.mark.skipif(
-    sys.version_info < (3, 9) or sys.platform == "win32",
-    reason="adbc_driver_sqlite not available below Python 3.9 / on Windows",
-)
 def test_write_database_create_quoted_tablename(
     engine: DbWriteEngine, tmp_path: Path
 ) -> None:

py-polars/tests/unit/test_polars_import.py

@@ -28,12 +28,11 @@ def _import_timings() -> bytes:
     # assemble suitable command to get polars module import timing;
     # run in a separate process to ensure clean timing results.
     cmd = f'{sys.executable} -X importtime -c "import polars"'
-    output = (
+    return (
         subprocess.run(cmd, shell=True, capture_output=True)
         .stderr.replace(b"import time:", b"")
         .strip()
     )
-    return output
 
 
 def _import_timings_as_frame(n_tries: int) -> tuple[pl.DataFrame, int]:
@@ -56,9 +55,15 @@ def _import_timings_as_frame(n_tries: int) -> tuple[pl.DataFrame, int]:
 
         import_timings.append(df_import)
 
-    # note: if a qualifying import time was already achieved, we won't get here
-    df_fastest_import = sorted(import_timings, key=_import_time_from_frame)[0]
-    return df_fastest_import, _import_time_from_frame(df_fastest_import)
+    # note: if a qualifying import time was already achieved, we won't get here.
+    # if we do, let's see all the failed timings to help see what's going on:
+    import_times = [_import_time_from_frame(df) for df in import_timings]
+    msg = "\n".join(f"({idx}) {tm:,}μs" for idx, tm in enumerate(import_times))
+    min_max = f"Min => {min(import_times):,}μs, Max => {max(import_times):,}μs)"
+    print(f"\nImport times achieved over {n_tries} tries:\n{min_max}\n\n{msg}")
+
+    sorted_timing_frames = sorted(import_timings, key=_import_time_from_frame)
+    return sorted_timing_frames[0], min(import_times)
 
 
 @pytest.mark.skipif(sys.platform == "win32", reason="Unreliable on Windows")
@@ -70,7 +75,7 @@ def test_polars_import() -> None:
 
     # note: reduce noise by allowing up to 'n' tries (but return immediately if/when
     # a qualifying time is achieved, so we don't waste time running unnecessary tests)
-    df_import, polars_import_time = _import_timings_as_frame(n_tries=5)
+    df_import, polars_import_time = _import_timings_as_frame(n_tries=10)
 
     with pl.Config(
         # get a complete view of what's going on in case of failure