diff --git a/.copier-answers.yml b/.copier-answers.yml
index bc488eb..091ea5e 100644
--- a/.copier-answers.yml
+++ b/.copier-answers.yml
@@ -15,7 +15,7 @@ author_email: oliver.borchert@quantco.com
 author_name: Oliver Borchert
 github_url: https://github.com/quantco/dataframely
 github_user: borchero
-minimal_python_version: py310
+minimal_python_version: py311
 project_short_description: A declarative, polars-native data frame validation library
 project_slug: dataframely
 use_devcontainer: false
diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index d81ab11..7f449d1 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -85,7 +85,7 @@ jobs:
         uses: PyO3/maturin-action@e83996d129638aa358a18fbd1dfb82f0b0fb5d3b # v1.51.0 # zizmor: ignore[cache-poisoning]
         with:
           command: build
-          args: --out dist --release -i python3.10
+          args: --out dist --release -i python3.11
           manylinux: auto
           # NOTE: We also need to set up cargo-auditable inside the docker container
           # where the linux build is performed.
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index b597314..eabf6fb 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -26,7 +26,7 @@ jobs:
       - name: Set up pixi
         uses: prefix-dev/setup-pixi@d3f436a425481402e6a95a1d1fc10331c708cd9e # v0.10.2
         with:
-          environments: default default-py310
+          environments: default default-py311
       - name: Install Rust
         run: rustup show
       - name: Cache Rust dependencies
@@ -44,7 +44,7 @@ jobs:
       fail-fast: true
       matrix:
         os: [ubuntu-latest, windows-latest, macos-latest]
-        environment: [py310, py311, py312, py313, py314]
+        environment: [py311, py312, py313, py314]
         with_optionals: [false]
         include:
           # Test with optional dependencies across OSes
diff --git a/.lefthook.yaml b/.lefthook.yaml
index 9a0442c..76f433b 100644
--- a/.lefthook.yaml
+++ b/.lefthook.yaml
@@ -9,7 +9,7 @@ pre-commit:
     - assets/**/*
   jobs:
     - name: pixi-install
-      run: pixi install
+      run: pixi install -e default -e default-py311
     - group:
         parallel: true
         jobs:
@@ -21,7 +21,7 @@ pre-commit:
             run: pixi {run} ruff format --force-exclude
           - name: mypy
             glob: "*.py"
-            run: pixi {run} -e default-py310 mypy {staged_files}
+            run: pixi {run} -e default-py311 mypy {staged_files}
           - name: prettier
             glob: "*.{md,yml,yaml}"
             run: pixi {run} prettier --write --no-error-on-unmatched-pattern --list-different --ignore-unknown {staged_files}
diff --git a/Cargo.toml b/Cargo.toml
index 67146d9..e33b872 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -15,7 +15,7 @@ polars = { version = ">=0.50", default-features = false, features = [
 ] }
 polars-arrow = ">=0.50"
 polars-core = ">=0.50"
-pyo3 = { version = ">=0.25", features = ["abi3-py310", "extension-module"] }
+pyo3 = { version = ">=0.25", features = ["abi3-py311", "extension-module"] }
 pyo3-polars = { version = ">=0.23.1", features = ["derive", "dtype-full"] }
 rand = { version = "0.9", features = ["std_rng"] }
 rayon = "*"
diff --git a/dataframely/_base_schema.py b/dataframely/_base_schema.py
index 766a74b..67bb125 100644
--- a/dataframely/_base_schema.py
+++ b/dataframely/_base_schema.py
@@ -3,13 +3,12 @@
 
 from __future__ import annotations
 
-import sys
 import textwrap
 from abc import ABCMeta
 from collections.abc import Mapping
 from copy import copy
 from dataclasses import dataclass, field
-from typing import TYPE_CHECKING, Any
+from typing import TYPE_CHECKING, Any, Self
 
 import polars as pl
 
@@ -18,11 +17,6 @@
 from .columns import Column
 from .exc import ImplementationError
 
-if sys.version_info >= (3, 11):
-    from typing import Self
-else:
-    from typing_extensions import Self
-
 _COLUMN_ATTR = "__dataframely_columns__"
 _RULE_ATTR = "__dataframely_rules__"
 
diff --git a/dataframely/_deprecation.py b/dataframely/_deprecation.py
index d837815..75b7f0b 100644
--- a/dataframely/_deprecation.py
+++ b/dataframely/_deprecation.py
@@ -37,22 +37,19 @@ def issue_deprecation_warning(message: str, *, version: str = "") -> None:
 if sys.version_info >= (3, 13):
     from warnings import deprecated
 else:
-    try:
-        from typing_extensions import deprecated
-    except ImportError:  # pragma: no cover
 
-        def deprecated(  # type: ignore[no-redef]
-            message: str,
-        ) -> Callable[[Callable[P, T]], Callable[P, T]]:
-            """Fallback for :func:`warnings.deprecated` without :pep:`702` support."""
+    def deprecated(
+        message: str,
+    ) -> Callable[[Callable[P, T]], Callable[P, T]]:
+        """Fallback for :func:`warnings.deprecated` without :pep:`702` support."""
 
-            def decorate(function: Callable[P, T]) -> Callable[P, T]:
-                @wraps(function)
-                def wrapper(*args: P.args, **kwargs: P.kwargs) -> T:
-                    issue_deprecation_warning(message)
-                    return function(*args, **kwargs)
+        def decorate(function: Callable[P, T]) -> Callable[P, T]:
+            @wraps(function)
+            def wrapper(*args: P.args, **kwargs: P.kwargs) -> T:
+                issue_deprecation_warning(message)
+                return function(*args, **kwargs)
 
-                wrapper.__deprecated__ = message  # type: ignore[attr-defined]
-                return wrapper
+            wrapper.__deprecated__ = message  # type: ignore[attr-defined]
+            return wrapper
 
-            return decorate
+        return decorate
diff --git a/dataframely/_rule.py b/dataframely/_rule.py
index cda8391..2fd0193 100644
--- a/dataframely/_rule.py
+++ b/dataframely/_rule.py
@@ -3,17 +3,11 @@
 
 from __future__ import annotations
 
-import sys
 from collections.abc import Callable
-from typing import Any
+from typing import Any, Self
 
 import polars as pl
 
-if sys.version_info >= (3, 11):
-    from typing import Self
-else:
-    from typing_extensions import Self
-
 ValidationFunction = Callable[[Any], pl.Expr]
 
 
diff --git a/dataframely/collection/_base.py b/dataframely/collection/_base.py
index c76d6d3..fe36727 100644
--- a/dataframely/collection/_base.py
+++ b/dataframely/collection/_base.py
@@ -9,7 +9,7 @@
 from abc import ABCMeta
 from collections.abc import Iterable, Mapping
 from dataclasses import dataclass, field
-from typing import Annotated, Any, cast, get_args, get_origin
+from typing import Annotated, Any, Self, cast, get_args, get_origin
 
 import polars as pl
 
@@ -20,11 +20,6 @@
 from dataframely.exc import AnnotationImplementationError, ImplementationError
 from dataframely.schema import Schema
 
-if sys.version_info >= (3, 11):
-    from typing import Self
-else:
-    from typing_extensions import Self
-
 if sys.version_info >= (3, 14):
     from annotationlib import Format
 
diff --git a/dataframely/collection/collection.py b/dataframely/collection/collection.py
index 395a192..09c84dd 100644
--- a/dataframely/collection/collection.py
+++ b/dataframely/collection/collection.py
@@ -4,13 +4,12 @@
 from __future__ import annotations
 
 import os
-import sys
 import textwrap
 from abc import ABC
 from collections.abc import Callable, Mapping, Sequence
 from dataclasses import asdict
 from pathlib import Path
-from typing import Any, Concatenate, Literal, ParamSpec, TypeVar, cast
+from typing import Any, Concatenate, Literal, ParamSpec, Self, TypeVar, cast
 
 import polars as pl
 
@@ -25,11 +24,6 @@
 from ._base import BaseCollection
 from .filter_result import CollectionFilterResult
 
-if sys.version_info >= (3, 11):
-    from typing import Self
-else:
-    from typing_extensions import Self
-
 _FILTER_COLUMN_PREFIX = "__DATAFRAMELY_FILTER_COLUMN__"
 
 P = ParamSpec("P")
diff --git a/dataframely/collection/filter_result.py b/dataframely/collection/filter_result.py
index a19625b..ee30565 100644
--- a/dataframely/collection/filter_result.py
+++ b/dataframely/collection/filter_result.py
@@ -4,8 +4,7 @@
 from __future__ import annotations
 
 import itertools
-import sys
-from typing import Any, Generic, TypeVar
+from typing import Any, Generic, NamedTuple, TypeVar
 
 import polars as pl
 
@@ -13,11 +12,6 @@
 
 from ._base import BaseCollection
 
-if sys.version_info >= (3, 11):
-    from typing import NamedTuple
-else:
-    from typing_extensions import NamedTuple
-
 C = TypeVar("C", bound=BaseCollection)
 
 
diff --git a/dataframely/columns/_base.py b/dataframely/columns/_base.py
index abf4d26..1cb9cc6 100644
--- a/dataframely/columns/_base.py
+++ b/dataframely/columns/_base.py
@@ -4,12 +4,11 @@
 from __future__ import annotations
 
 import inspect
-import sys
 import warnings
 from abc import ABC, abstractmethod
 from collections import Counter
 from collections.abc import Callable, Mapping, Sequence
-from typing import Annotated, Any, TypeAlias
+from typing import Annotated, Any, Self, TypeAlias
 
 import polars as pl
 
@@ -17,11 +16,6 @@
 from dataframely._polars import PolarsDataType
 from dataframely.random import Generator
 
-if sys.version_info >= (3, 11):
-    from typing import Self
-else:
-    from typing_extensions import Self
-
 Check: TypeAlias = (
     Callable[[pl.Expr], pl.Expr]
     | Sequence[Callable[[pl.Expr], pl.Expr]]
diff --git a/dataframely/columns/_mixins.py b/dataframely/columns/_mixins.py
index d6d61c6..46305bb 100644
--- a/dataframely/columns/_mixins.py
+++ b/dataframely/columns/_mixins.py
@@ -1,9 +1,8 @@
 # Copyright (c) QuantCo 2025-2026
 # SPDX-License-Identifier: BSD-3-Clause
 
-import sys
 from collections.abc import Sequence
-from typing import TYPE_CHECKING, Any, Generic, Protocol, TypeVar
+from typing import TYPE_CHECKING, Any, Generic, Protocol, Self, TypeVar
 
 import polars as pl
 
@@ -14,10 +13,6 @@
 else:
     Base = object
 
-if sys.version_info >= (3, 11):
-    from typing import Self
-else:
-    from typing_extensions import Self
 
 # ----------------------------------- ORDINAL MIXIN ---------------------------------- #
 
diff --git a/dataframely/config.py b/dataframely/config.py
index 7178461..c9c81c6 100644
--- a/dataframely/config.py
+++ b/dataframely/config.py
@@ -3,14 +3,8 @@
 
 import contextlib
 import os
-import sys
 from types import TracebackType
-from typing import Any, TypedDict, cast, get_type_hints
-
-if sys.version_info >= (3, 11):
-    from typing import Unpack
-else:
-    from typing_extensions import Unpack
+from typing import Any, TypedDict, Unpack, cast, get_type_hints
 
 
 class Options(TypedDict, total=False):
diff --git a/dataframely/filter_result.py b/dataframely/filter_result.py
index 40b54cc..3399424 100644
--- a/dataframely/filter_result.py
+++ b/dataframely/filter_result.py
@@ -4,10 +4,9 @@
 from __future__ import annotations
 
 import json
-import sys
 from functools import cached_property
 from pathlib import Path
-from typing import IO, TYPE_CHECKING, Any, Generic, TypeVar
+from typing import IO, TYPE_CHECKING, Any, Generic, NamedTuple, TypeVar
 
 import polars as pl
 
@@ -15,11 +14,6 @@
 
 from ._typing import DataFrame, LazyFrame
 
-if sys.version_info >= (3, 11):
-    from typing import NamedTuple
-else:
-    from typing_extensions import NamedTuple
-
 if TYPE_CHECKING:  # pragma: no cover
     from .schema import Schema
 
diff --git a/dataframely/random.py b/dataframely/random.py
index a64ae37..4507dad 100644
--- a/dataframely/random.py
+++ b/dataframely/random.py
@@ -201,7 +201,7 @@ def sample_choice(
             norm_weights = norm_weights / norm_weights.sum()
 
         samples = self.numpy_generator.choice(
-            choices,  # type: ignore
+            choices,  # type: ignore[arg-type]
             size=n,
             replace=True,
             p=norm_weights,
diff --git a/dataframely/schema.py b/dataframely/schema.py
index e0a61ec..ad4f444 100644
--- a/dataframely/schema.py
+++ b/dataframely/schema.py
@@ -3,11 +3,10 @@
 
 from __future__ import annotations
 
-import sys
 import warnings
 from abc import ABC
 from collections.abc import Mapping, Sequence
-from typing import Any, Literal, overload
+from typing import Any, Literal, Self, overload
 
 import polars as pl
 
@@ -28,11 +27,6 @@
 from .filter_result import FailureInfo, FilterResult, LazyFilterResult
 from .random import Generator
 
-if sys.version_info >= (3, 11):
-    from typing import Self
-else:
-    from typing_extensions import Self
-
 _COLUMN_VALID = "__DATAFRAMELY_VALID__"
 
 
diff --git a/pixi.lock b/pixi.lock
index 68a74ca..f11963a 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -3096,14 +3096,14 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/win-64/zizmor-1.30.1-h18a1a76_0.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/zlib-1.3.2-hfd05255_3.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/zstd-1.5.7-h534d264_7.conda
-  default-py310:
+  default-py311:
     channels:
     - url: https://conda.anaconda.org/conda-forge/
     packages:
       linux-64:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/argon2-cffi-bindings-26.1.0-py310h212bed1_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/ast-serialize-0.8.0-py310ha6597b5_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/argon2-cffi-bindings-26.1.0-py311h0d48ccd_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ast-serialize-0.12.1-py311hf77984d_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/aws-c-auth-0.10.4-hb7a77c6_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/aws-c-cal-0.9.14-h2aa3ae6_4.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/aws-c-common-0.14.2-hb03c661_0.conda
@@ -3122,21 +3122,21 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/azure-storage-blobs-cpp-12.18.0-h74b55db_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/azure-storage-common-cpp-12.14.0-hf596fc9_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/azure-storage-files-datalake-cpp-12.16.0-h1f05bef_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-python-1.0.9-py310hd8f1fbe_8.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/backports.zstd-1.7.0-py311h6f959d0_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-python-1.2.0-py311heb3be6f_4.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_10.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/c-ares-1.34.8-hebe6cf0_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/cffi-2.1.1-py310hd4ea0ea_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/cffi-2.1.1-py311h904a5e5_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/charset-normalizer-3.5.2-h1114479_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/coverage-7.16.0-py310h5521db5_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/debugpy-1.8.21-py310h2dc56eb_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/coverage-7.16.2-py311h364832d_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/debugpy-1.8.22-py311hdfc3925_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gflags-2.3.1-h54a6638_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/glog-0.7.1-hb7133d2_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/greenlet-3.5.5-py310h25320af_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/icu-78.3-py310h44b86e0_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/keyutils-1.6.3-h7cc23a3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/krb5-1.22.2-hbc21106_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.46.1-default_hbd61a6d_102.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/lefthook-2.1.16-hfc2019e_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/lefthook-2.2.1-hfc2019e_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libabseil-20260526.0-cxx17_h0dc7533_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libarrow-25.0.0-hcc2f0d9_4_cpu.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libarrow-acero-25.0.0-h635bf11_4_cpu.conda
@@ -3150,7 +3150,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libcblas-3.11.0-11_h0358290_openblas.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libcrc32c-1.1.2-h9c3ff4c_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libcurl-8.22.0-ha042cf0_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libedit-3.1.20250104-pl5321h373387f_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libedit-3.1.20260512-pl5321h373387f_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libev-4.33-h280c20c_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libevent-2.1.12-h5348a74_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.8.5-hd2095e1_0.conda
@@ -3174,6 +3174,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libparquet-25.0.0-h7376487_4_cpu.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libprotobuf-7.35.1-h622638d_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libpsl-0.23.1-hd9e3e90_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libpython-3.11.17-h0c77377_1_cpython.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libre2-11-2025.11.05-h60473fc_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libsodium-1.0.22-hebe6cf0_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.53.4-h0737f62_102.conda
@@ -3185,57 +3186,57 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.42.4-hcfc3c73_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libuv-1.52.1-h280c20c_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.38-h280c20c_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxml2-16-2.15.4-hf3af7cc_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxml2-2.15.4-h7df9aa5_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxml2-16-2.15.4-hf3af7cc_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxml2-2.15.4-h7df9aa5_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.2-h25fd6f3_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/lz4-c-1.10.0-hee9eb32_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/markupsafe-3.0.3-py310h3406613_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/markupsafe-3.0.4-py311h92159aa_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/maturin-1.15.0-py311h9fc2d8e_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/mypy-2.3.1-py310hcd47339_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/mypy-2.4.0-py311h194be0f_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.6-hdb14827_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/nlohmann_json-3.12.0-h54a6638_2.conda
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+  - python >=3.11,<3.12.0a0
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+  - libgcc >=15
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-  - python_abi 3.10.* *_cp310
+  - python >=3.11,<3.12.0a0
+  - python_abi 3.11.* *_cp311
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+  - python_abi 3.11.* *_cp311
   license: MIT
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   run_exports: {}
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+- conda: https://conda.anaconda.org/conda-forge/linux-64/libedit-3.1.20260512-pl5321h373387f_0.conda
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+- conda: https://conda.anaconda.org/conda-forge/linux-64/libpython-3.11.17-h0c77377_1_cpython.conda
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+  - python >=3.11,<3.12.0a0
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   - yaml >=0.2.5,<0.3.0a0
   license: MIT
   license_family: MIT
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   license: BSD-3-Clause
   license_family: BSD
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+  - __glibc >=2.17,<3.0.a0
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   license: MIT
   license_family: MIT
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   license_family: MIT
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-- conda: https://conda.anaconda.org/conda-forge/linux-64/sqlalchemy-2.0.52-py310h139afa4_0.conda
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+- conda: https://conda.anaconda.org/conda-forge/linux-64/sqlalchemy-2.1.4-py311h194be0f_0.conda
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+- conda: https://conda.anaconda.org/conda-forge/linux-64/tornado-6.5.10-py311h0d48ccd_0.conda
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+  license: Apache-2.0
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+- conda: https://conda.anaconda.org/conda-forge/linux-64/wcwidth-0.9.2-py311hd139983_0.conda
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-  - python >=3.10,<3.11.0a0 *_cpython
-  - python_abi 3.10.* *_cp310
+  - python >=3.11,<3.12.0a0
+  - python_abi 3.11.* *_cp311
   license: MIT
   license_family: MIT
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+  - zstd >=1.5.7,<1.6.0a0
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+  - libgcc >=15
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   license_family: MIT
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+  - python >=3.11,<3.12.0a0
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   size: 149007
   timestamp: 1786616643904
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/libedit-3.1.20260512-pl5321hc48eb74_0.conda
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-  license: MIT
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+  - python_abi 3.14.* *_cp314
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   license_family: MIT
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+  md5: 43faa9ef1f18978cabbc872fcd37491a
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+  - python >=3.11
+  - python-abi3
+  - __osx >=11.0
+  - _python_abi3_support 1.*
+  - cpython >=3.11
+  license: MIT
+  license_family: MIT
+  run_exports: {}
+  size: 374597
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 - conda: https://conda.anaconda.org/conda-forge/osx-64/yaml-0.2.5-had63097_3.conda
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   size: 93115
   timestamp: 1785276829908
-- conda: https://conda.anaconda.org/conda-forge/osx-64/zstandard-0.25.0-py310hb5cd75e_3.conda
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-  - __osx >=11.0
-  - zstd >=1.5.7,<1.6.0a0
-  - python_abi 3.10.* *_cp310
-  license: BSD-3-Clause
-  license_family: BSD
-  run_exports: {}
-  size: 441570
-  timestamp: 1787896580297
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-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/argon2-cffi-bindings-26.1.0-py310ha554fa8_1.conda
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-  md5: 8c6fe1ae75ce11d2148d0441ae972aa6
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/argon2-cffi-bindings-26.1.0-py311h5edb25e_2.conda
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+  md5: 2ee0569a9b9f4488b18ea804c308ccd0
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-  - python >=3.10,<3.11.0a0 *_cpython
-  - python_abi 3.10.* *_cp310
+  - python >=3.11,<3.12.0a0
+  - python_abi 3.11.* *_cp311
   license: MIT
   license_family: MIT
   run_exports: {}
-  size: 31662
-  timestamp: 1788073041486
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-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/ast-serialize-0.8.0-py310h2dd3e6a_1.conda
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-  - __osx >=11.0
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   md5: c5d9f5796fb392f0984def10b26f1175
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   size: 206698
   timestamp: 1781541197750
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/brotli-python-1.0.9-py310h0f1eb42_8.tar.bz2
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-  md5: d774a2f922cfe70c8eac74a4dc8a0f76
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/backports.zstd-1.7.0-py311hdee5a0d_1.conda
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+  md5: 84605954dc82112de562d037c15f5789
+  depends:
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+  - python_abi 3.11.* *_cp311
+  - zstd >=1.5.7,<1.6.0a0
+  license: BSD-3-Clause AND MIT AND EPL-2.0
+  run_exports: {}
+  size: 245366
+  timestamp: 1788491298274
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/brotli-python-1.2.0-py311h9fb86b2_4.conda
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+  md5: f325d23f4253d618d3c6013fa018b02a
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-  - python >=3.10,<3.11.0a0
-  - python >=3.10,<3.11.0a0 *_cpython
-  - python_abi 3.10.* *_cp310
+  - __osx >=11.0
+  - libcxx >=21
+  - python >=3.11,<3.12.0a0
+  - python_abi 3.11.* *_cp311
+  constrains:
+  - libbrotlicommon 1.2.0 h1dcdb26_4
   license: MIT
   license_family: MIT
-  run_exports:
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-    - brotli >=1.0.9,<2.0a0
-  size: 373777
-  timestamp: 1666789456595
+  run_exports: {}
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+  timestamp: 1788480433142
 - conda: https://conda.anaconda.org/conda-forge/osx-arm64/brotli-python-1.2.0-py314hee34562_4.conda
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   timestamp: 1787169996553
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/cffi-2.1.1-py310hacfb2a5_2.conda
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-  md5: 05420fb528b8a2bc62042860cb24363e
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+  md5: acce75a8c4b412e35679889f28ac3748
   depends:
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   - libffi >=3.7.0,<3.8.0a0
   - pycparser
-  - python >=3.10,<3.11.0a0
-  - python_abi 3.10.* *_cp310
+  - python >=3.11,<3.12.0a0
+  - python_abi 3.11.* *_cp311
   license: MIT
   license_family: MIT
   run_exports: {}
-  size: 235935
-  timestamp: 1786775155691
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-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/coverage-7.16.0-py310h5b954b4_0.conda
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-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/debugpy-1.8.21-py310hf741c2f_1.conda
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-  md5: 33d6ea9e77e2658d63ddf5b6cdac1df4
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/debugpy-1.8.22-py311hdc554d9_0.conda
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+  md5: 63e49f745946a1aa90b6a6b03013d123
   depends:
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-  - python 3.10.* *_cpython
   - libcxx >=21
   - __osx >=11.0
-  - python_abi 3.10.* *_cp310
+  - python_abi 3.11.* *_cp311
   license: MIT
   license_family: MIT
   run_exports: {}
-  size: 2214421
-  timestamp: 1788859457257
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@@ -25320,20 +23827,6 @@ packages:
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-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/greenlet-3.5.5-py310h19b6747_0.conda
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-  - python_abi 3.10.* *_cp310
-  license: MIT
-  license_family: MIT
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@@ -25370,6 +23863,14 @@ packages:
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   size: 4875223
   timestamp: 1790902823023
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/lefthook-2.2.1-hf76c51c_0.conda
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@@ -25626,6 +24127,16 @@ packages:
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   size: 579372
   timestamp: 1790163402114
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libcxx-23.1.3-h55c6f16_0.conda
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 - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libedit-3.1.20250104-pl5321h26f1114_1.conda
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@@ -25640,6 +24151,20 @@ packages:
     - libedit >=3.1.20250104,<3.2.0a0
   size: 107742
   timestamp: 1786616721640
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libedit-3.1.20260512-pl5321h26f1114_0.conda
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+  - __osx >=11.0
+  - ncurses >=6.6,<7.0a0
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+  license_family: BSD
+  run_exports:
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@@ -25981,6 +24506,19 @@ packages:
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   size: 1699014
   timestamp: 1788392316133
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libpython-3.11.17-h4e5ec87_1_cpython.conda
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+  md5: 3a82b7c90611dcc88aa9e34da3fd2231
+  depends:
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+  license: Python-2.0
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 - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libpython-3.12.14-h4e5ec87_3_cpython.conda
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@@ -26123,6 +24661,22 @@ packages:
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   size: 469299
   timestamp: 1788635201153
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libxml2-16-2.15.4-heb56d2d_1.conda
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+  - liblzma >=5.8.3,<6.0a0
+  - libzlib >=1.3.2,<2.0a0
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+  license: MIT
+  license_family: MIT
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 - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libxml2-2.15.4-h550178d_0.conda
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@@ -26141,6 +24695,24 @@ packages:
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   size: 41375
   timestamp: 1788635206084
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libxml2-2.15.4-h550178d_1.conda
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+  - libxml2-16 2.15.4 heb56d2d_1
+  - libzlib >=1.3.2,<2.0a0
+  license: MIT
+  license_family: MIT
+  run_exports:
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+    - libxml2
+    - libxml2-16 >=2.15.4
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@@ -26170,6 +24742,21 @@ packages:
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   size: 287714
   timestamp: 1790195505384
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/llvm-openmp-23.1.3-hdb3d66b_0.conda
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+  md5: 46400897b481f8ca92d4047d16b0690a
+  depends:
+  - __osx >=11.0
+  constrains:
+  - intel-openmp <0.0a0
+  - openmp 23.1.3|23.1.3.*
+  license: Apache-2.0 WITH LLVM-exception
+  license_family: APACHE
+  run_exports:
+    strong:
+    - llvm-openmp >=23.1.3
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 - conda: https://conda.anaconda.org/conda-forge/osx-arm64/lz4-c-1.10.0-hdca3b7d_2.conda
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   timestamp: 1786717209785
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/markupsafe-3.0.3-py310hb46c203_1.conda
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+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/markupsafe-3.0.4-py311hde9f260_0.conda
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-  - python >=3.10,<3.11.0a0 *_cpython
-  - python_abi 3.10.* *_cp310
+  - python >=3.11,<3.12.0a0
+  - python_abi 3.11.* *_cp311
   constrains:
   - jinja2 >=3.0.0
   license: BSD-3-Clause
   license_family: BSD
   run_exports: {}
-  size: 23871
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-  - python_abi 3.10.* *_cp310
+  - __osx >=11.0
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   license_family: MIT
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+  - python_abi 3.11.* *_cp311
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   license_family: MIT
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@@ -27935,6 +26299,19 @@ packages:
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+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/sqlalchemy-2.1.4-py311hd322c8c_0.conda
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+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/tornado-6.5.10-py311h5edb25e_0.conda
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+  license: Apache-2.0
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+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/wcwidth-0.9.2-py311h1f16292_0.conda
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+  - python-abi3
+  - __osx >=11.0
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+  - cpython >=3.11
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-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/zstandard-0.25.0-py310hbbcf1ca_3.conda
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+  - python_abi 3.11.* *_cp311
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   - vc >=14.3,<15
   - vc14_runtime >=14.44.35208
   license: MIT
   license_family: MIT
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-- conda: https://conda.anaconda.org/conda-forge/win-64/ast-serialize-0.8.0-py310hb39080a_1.conda
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+  - zstd >=1.5.7,<1.6.0a0
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+  license: BSD-3-Clause AND MIT AND EPL-2.0
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+- conda: https://conda.anaconda.org/conda-forge/win-64/brotli-python-1.2.0-py311h7862a2f_4.conda
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+  - python_abi 3.11.* *_cp311
+  - ucrt >=10.0.20348.0
+  - vc >=14.3,<15
+  - vc14_runtime >=14.44.35208
+  constrains:
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   license: MIT
   license_family: MIT
-  run_exports:
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-    - brotli >=1.0.9,<2.0a0
-  size: 343605
-  timestamp: 1666789338206
+  run_exports: {}
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 - conda: https://conda.anaconda.org/conda-forge/win-64/brotli-python-1.2.0-py314h85cf176_4.conda
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   depends:
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-  - python >=3.10,<3.11.0a0
-  - python_abi 3.10.* *_cp310
+  - python >=3.11,<3.12.0a0
+  - python_abi 3.11.* *_cp311
   - ucrt >=10.0.20348.0
   - vc >=14.3,<15
   - vc14_runtime >=14.44.35208
   license: MIT
   license_family: MIT
   run_exports: {}
-  size: 292058
-  timestamp: 1786775162134
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-  license: Apache-2.0
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-  md5: 7ba3395cb8442b34ac73f752f454d097
+- conda: https://conda.anaconda.org/conda-forge/win-64/debugpy-1.8.22-py311h5dfdfe8_0.conda
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   depends:
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   - vc >=14.3,<15
   - vc14_runtime >=14.44.35208
   - ucrt >=10.0.20348.0
-  - python_abi 3.10.* *_cp310
+  - python_abi 3.11.* *_cp311
   license: MIT
   license_family: MIT
   run_exports: {}
-  size: 3500334
-  timestamp: 1788859395274
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-  - python_abi 3.10.* *_cp310
-  license: MIT
-  license_family: MIT
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@@ -28733,6 +27091,14 @@ packages:
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   size: 5360717
   timestamp: 1790902822062
+- conda: https://conda.anaconda.org/conda-forge/win-64/lefthook-2.2.1-h11686cb_0.conda
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+  license: MIT
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 - conda: https://conda.anaconda.org/conda-forge/win-64/libabseil-20260526.0-cxx17_h04e5de1_2.conda
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@@ -29251,6 +27617,18 @@ packages:
   run_exports: {}
   size: 48658
   timestamp: 1788391959103
+- conda: https://conda.anaconda.org/conda-forge/win-64/libpython-3.11.17-hcc31f7b_1_cpython.conda
+  build_number: 1
+  sha256: d39787b8588f28173a0afa595d830582391c71e27ac2321f196fd413d9dc50fc
+  md5: e64bf4ba7ae96408f85333422491054f
+  depends:
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+  - vc >=14.3,<15
+  - vc14_runtime >=14.44.35208
+  license: Python-2.0
+  run_exports: {}
+  size: 49138
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 - conda: https://conda.anaconda.org/conda-forge/win-64/libpython-3.12.14-hcc31f7b_3_cpython.conda
   build_number: 3
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@@ -29331,6 +27709,19 @@ packages:
     - libsqlite >=3.53.4,<4.0a0
   size: 1313568
   timestamp: 1791167223142
+- conda: https://conda.anaconda.org/conda-forge/win-64/libsqlite-3.53.4-hf5d6505_103.conda
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+  md5: 97b2e506228f785f01a0e6c80b57103a
+  depends:
+  - ucrt >=10.0.20348.0
+  - vc >=14.3,<15
+  - vc14_runtime >=14.44.35208
+  license: blessing
+  run_exports:
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+    - libsqlite >=3.53.4,<4.0a0
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 - conda: https://conda.anaconda.org/conda-forge/win-64/libssh2-1.11.1-h734d217_1.conda
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@@ -29406,8 +27797,26 @@ packages:
   license: MIT
   license_family: MIT
   run_exports: {}
-  size: 515800
-  timestamp: 1788635268845
+  size: 515800
+  timestamp: 1788635268845
+- conda: https://conda.anaconda.org/conda-forge/win-64/libxml2-16-2.15.4-h3cfd58e_1.conda
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+  - libiconv >=1.18,<2.0a0
+  - liblzma >=5.8.3,<6.0a0
+  - libzlib >=1.3.2,<2.0a0
+  - ucrt >=10.0.20348.0
+  - vc >=14.3,<15
+  - vc14_runtime >=14.44.35208
+  constrains:
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+  license: MIT
+  license_family: MIT
+  run_exports: {}
+  size: 515690
+  timestamp: 1791465669912
 - conda: https://conda.anaconda.org/conda-forge/win-64/libxml2-2.15.4-he095d88_0.conda
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@@ -29428,6 +27837,26 @@ packages:
     - libxml2-16 >=2.15.4
   size: 43845
   timestamp: 1788635276599
+- conda: https://conda.anaconda.org/conda-forge/win-64/libxml2-2.15.4-he095d88_1.conda
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+  md5: babe0e64f176114f880f366eba9094af
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+  - libiconv >=1.18,<2.0a0
+  - liblzma >=5.8.3,<6.0a0
+  - libxml2-16 2.15.4 h3cfd58e_1
+  - libzlib >=1.3.2,<2.0a0
+  - ucrt >=10.0.20348.0
+  - vc >=14.3,<15
+  - vc14_runtime >=14.44.35208
+  license: MIT
+  license_family: MIT
+  run_exports:
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+    - libxml2
+    - libxml2-16 >=2.15.4
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 - conda: https://conda.anaconda.org/conda-forge/win-64/libzlib-1.3.2-hfd05255_3.conda
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@@ -29461,6 +27890,23 @@ packages:
     - llvm-openmp >=23.1.2
   size: 343460
   timestamp: 1790195831140
+- conda: https://conda.anaconda.org/conda-forge/win-64/llvm-openmp-23.1.3-h49e36cd_0.conda
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+  md5: 2ff005dfc3e4738c7aa1691f3a99816e
+  depends:
+  - ucrt >=10.0.20348.0
+  - vc >=14.3,<15
+  - vc14_runtime >=14.44.35208
+  constrains:
+  - intel-openmp <0.0a0
+  - openmp 23.1.3|23.1.3.*
+  license: Apache-2.0 WITH LLVM-exception
+  license_family: APACHE
+  run_exports:
+    strong:
+    - llvm-openmp >=23.1.3
+  size: 342511
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 - conda: https://conda.anaconda.org/conda-forge/win-64/lz4-c-1.10.0-h6a83c73_2.conda
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-- conda: https://conda.anaconda.org/conda-forge/win-64/markupsafe-3.0.3-py310hdb0e946_1.conda
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-  md5: ad72e0e0432934e97fd356ed334170d9
+- conda: https://conda.anaconda.org/conda-forge/win-64/markupsafe-3.0.4-py311h3f79411_0.conda
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-  - python >=3.10,<3.11.0a0
-  - python_abi 3.10.* *_cp310
+  - python >=3.11,<3.12.0a0
+  - python_abi 3.11.* *_cp311
   - ucrt >=10.0.20348.0
   - vc >=14.3,<15
   - vc14_runtime >=14.44.35208
@@ -29489,8 +27935,8 @@ packages:
   license: BSD-3-Clause
   license_family: BSD
   run_exports: {}
-  size: 26828
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-  license: MIT
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@@ -29677,6 +28102,16 @@ packages:
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+- conda: https://conda.anaconda.org/conda-forge/win-64/nodejs-24.21.0-h80d1838_0.conda
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+  license: MIT
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-- conda: https://conda.anaconda.org/conda-forge/win-64/numpy-2.2.6-py310h4987827_0.conda
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-  - ucrt >=10.0.20348.0
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-- conda: https://conda.anaconda.org/conda-forge/win-64/pandas-2.3.3-py310hed136d8_2.conda
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+- conda: https://conda.anaconda.org/conda-forge/win-64/ruamel.yaml.clib-0.2.15-py311hf893f09_5.conda
+  sha256: aa52e86f7e5abc4cfa6163d241c863ec666898df06157090df92d03ccd0f2d99
+  md5: d9e2f2263b0460729aec9dda14c7acb4
   depends:
   - python
   - vc >=14.3,<15
   - vc14_runtime >=14.44.35208
   - ucrt >=10.0.20348.0
-  - python_abi 3.10.* *_cp310
+  - python_abi 3.11.* *_cp311
   license: MIT
   license_family: MIT
   run_exports: {}
-  size: 121866
-  timestamp: 1788170277498
+  size: 121731
+  timestamp: 1788881212900
 - conda: https://conda.anaconda.org/conda-forge/win-64/ruamel.yaml.clib-0.2.15-py314hc5dbbe4_5.conda
   sha256: a754af80a883b2bad3ab291e6458d8a6994b60a6e4b19c1310283d7ee205e206
   md5: 73fd03bb5e578d5d0c16fc7356faf84c
@@ -31008,25 +29308,6 @@ packages:
   run_exports: {}
   size: 9291796
   timestamp: 1790964544005
-- conda: https://conda.anaconda.org/conda-forge/win-64/scikit-learn-1.7.2-py310h21054b0_0.conda
-  sha256: 8515607e6b0e97edd93120368a9e788f3149fdc0855252a9d112e32ad522ba4a
-  md5: 2b93662be724f88f5196549133adbfe1
-  depends:
-  - joblib >=1.2.0
-  - numpy >=1.21,<3
-  - numpy >=1.22.0
-  - python >=3.10,<3.11.0a0
-  - python_abi 3.10.* *_cp310
-  - scipy >=1.8.0
-  - threadpoolctl >=3.1.0
-  - ucrt >=10.0.20348.0
-  - vc >=14.3,<15
-  - vc14_runtime >=14.44.35208
-  license: BSD-3-Clause
-  license_family: BSD
-  run_exports: {}
-  size: 7675668
-  timestamp: 1757433583495
 - conda: https://conda.anaconda.org/conda-forge/win-64/scikit-learn-1.9.1-np2py311hd01f973_1.conda
   sha256: 3653a6917b4e4a6b5f9f2610614f7ca9df597c5740c8a9ed568a1990f1f63fc2
   md5: e209815b10ec41f854f2d2866d1aab3b
@@ -31107,26 +29388,6 @@ packages:
   run_exports: {}
   size: 9329293
   timestamp: 1790072992279
-- conda: https://conda.anaconda.org/conda-forge/win-64/scipy-1.15.2-py310h15c175c_0.conda
-  sha256: f19350c2061b1cdc3151a33c3dd4f71a1a481f9b10ac186674f957814bc839bc
-  md5: 81798168111d1021e3d815217c444418
-  depends:
-  - libblas >=3.9.0,<4.0a0
-  - libcblas >=3.9.0,<4.0a0
-  - liblapack >=3.9.0,<4.0a0
-  - numpy <2.5
-  - numpy >=1.19,<3
-  - numpy >=1.23.5
-  - python >=3.10,<3.11.0a0
-  - python_abi 3.10.* *_cp310
-  - ucrt >=10.0.20348.0
-  - vc >=14.2,<15
-  - vc14_runtime >=14.29.30139
-  license: BSD-3-Clause
-  license_family: BSD
-  run_exports: {}
-  size: 14352068
-  timestamp: 1739793156239
 - conda: https://conda.anaconda.org/conda-forge/win-64/scipy-1.17.1-py311h9c22a71_1.conda
   sha256: 668cfbfb7960df5fff0e2db2677eb00d9e02ee1ce63cc9b1c985d782dacab2fe
   md5: 0635502eadb751abecd2c68af249f50f
@@ -31221,37 +29482,36 @@ packages:
     - snappy >=1.2.2,<1.3.0a0
   size: 67508
   timestamp: 1790063269908
-- conda: https://conda.anaconda.org/conda-forge/win-64/sqlalchemy-2.0.52-py310h1637853_0.conda
-  sha256: 30eeaefef6032c2631ae434e99753c01ee9065ac7c85a997227aa8e20141eff7
-  md5: 02fbc9b7bd722e022ea2df840113ea3d
+- conda: https://conda.anaconda.org/conda-forge/win-64/sqlalchemy-2.1.3-py314hc5dbbe4_0.conda
+  sha256: c684df1a59370d5b34c43cd4e4631edeac17399e0daf21fc7a5c983dc950df68
+  md5: 0b0abeb3ae77206327ff896686f1d636
   depends:
   - python
-  - greenlet !=0.4.17
-  - typing-extensions >=4.6.0
+  - typing_extensions >=4.6.0
   - vc >=14.3,<15
   - vc14_runtime >=14.44.35208
   - ucrt >=10.0.20348.0
-  - python_abi 3.10.* *_cp310
+  - python_abi 3.14.* *_cp314
   license: MIT
   license_family: MIT
   run_exports: {}
-  size: 2966863
-  timestamp: 1786535215668
-- conda: https://conda.anaconda.org/conda-forge/win-64/sqlalchemy-2.1.3-py314hc5dbbe4_0.conda
-  sha256: c684df1a59370d5b34c43cd4e4631edeac17399e0daf21fc7a5c983dc950df68
-  md5: 0b0abeb3ae77206327ff896686f1d636
+  size: 4382788
+  timestamp: 1791014569832
+- conda: https://conda.anaconda.org/conda-forge/win-64/sqlalchemy-2.1.4-py311hf893f09_0.conda
+  sha256: 8d8e27337a7cc0a3f71f8b31274f46e25058b87cfdbc48c46843b43136efeeac
+  md5: b374738fecbbb3ccecfbc4620447b099
   depends:
   - python
   - typing_extensions >=4.6.0
   - vc >=14.3,<15
   - vc14_runtime >=14.44.35208
   - ucrt >=10.0.20348.0
-  - python_abi 3.14.* *_cp314
+  - python_abi 3.11.* *_cp311
   license: MIT
   license_family: MIT
   run_exports: {}
-  size: 4382788
-  timestamp: 1791014569832
+  size: 4113765
+  timestamp: 1791443357926
 - conda: https://conda.anaconda.org/conda-forge/win-64/taplo-0.10.0-h18a1a76_2.conda
   sha256: 4350e711a930e87eadaf87e633fd0339eecfd55a9116161fde6973066a755053
   md5: dd0703d842bbe23e13f99e3681e4b350
@@ -31290,34 +29550,34 @@ packages:
     - tk >=8.6.13,<8.7.0a0
   size: 3782376
   timestamp: 1787272860855
-- conda: https://conda.anaconda.org/conda-forge/win-64/tornado-6.5.10-py314h5a2d7ad_0.conda
-  sha256: fb73a66792b0ff7ccc6630f20872719466f255596abb4d69197e93d4c475a0d2
-  md5: fe3934a39ac78d9c029a61c661326087
+- conda: https://conda.anaconda.org/conda-forge/win-64/tornado-6.5.10-py311h3485c13_0.conda
+  sha256: 06ec2b9666a99c2541c9ab1f3b4537c5ad857539f18a2eb186e1551e7e39c013
+  md5: 961e9bde6b0a3744543fade1d3bc4de0
   depends:
-  - python >=3.14,<3.15.0a0
-  - python_abi 3.14.* *_cp314
+  - python >=3.11,<3.12.0a0
+  - python_abi 3.11.* *_cp311
   - ucrt >=10.0.20348.0
   - vc >=14.3,<15
   - vc14_runtime >=14.44.35208
   license: Apache-2.0
   license_family: Apache
   run_exports: {}
-  size: 954730
-  timestamp: 1789911140961
-- conda: https://conda.anaconda.org/conda-forge/win-64/tornado-6.5.8-py310h29418f3_0.conda
-  sha256: 4afd4035aaae3ac440a3002698e1d27d6ff9324c64392c074b0b658daf570c23
-  md5: a2e5d03aacae6115bbebc3a3fa8d8315
+  size: 919226
+  timestamp: 1789911150480
+- conda: https://conda.anaconda.org/conda-forge/win-64/tornado-6.5.10-py314h5a2d7ad_0.conda
+  sha256: fb73a66792b0ff7ccc6630f20872719466f255596abb4d69197e93d4c475a0d2
+  md5: fe3934a39ac78d9c029a61c661326087
   depends:
-  - python >=3.10,<3.11.0a0
-  - python_abi 3.10.* *_cp310
+  - python >=3.14,<3.15.0a0
+  - python_abi 3.14.* *_cp314
   - ucrt >=10.0.20348.0
   - vc >=14.3,<15
   - vc14_runtime >=14.44.35208
   license: Apache-2.0
   license_family: Apache
   run_exports: {}
-  size: 680389
-  timestamp: 1786226850364
+  size: 954730
+  timestamp: 1789911140961
 - conda: https://conda.anaconda.org/conda-forge/win-64/typos-1.50.3-h18a1a76_0.conda
   sha256: 4f97ab78314ea1507e04e0a7d03fbc35458449bf4af81a6e1b64b2085d7407e5
   md5: aacc360ecd8d9b647f7da4ca2d0b0bd2
@@ -31329,6 +29589,17 @@ packages:
   run_exports: {}
   size: 2948419
   timestamp: 1790374927876
+- conda: https://conda.anaconda.org/conda-forge/win-64/typos-1.51.1-h18a1a76_0.conda
+  sha256: 8fcf7b05d881a92a2c895c0a8d976682d4e2a1eb2cd4c33afacd0c8c6613022a
+  md5: cd5921d248bfbc4feb6122f0bb3430d7
+  depends:
+  - vc >=14.3,<15
+  - vc14_runtime >=14.44.35208
+  - ucrt >=10.0.20348.0
+  license: MIT OR Apache-2.0
+  run_exports: {}
+  size: 2951454
+  timestamp: 1791337289608
 - conda: https://conda.anaconda.org/conda-forge/win-64/ucrt-10.0.26100.0-h57928b3_0.conda
   sha256: 3005729dce6f3d3f5ec91dfc49fc75a0095f9cd23bab49efb899657297ac91a5
   md5: 71b24316859acd00bdb8b38f5e2ce328
@@ -31406,6 +29677,24 @@ packages:
   run_exports: {}
   size: 347318
   timestamp: 1791057303053
+- conda: https://conda.anaconda.org/conda-forge/win-64/wcwidth-0.9.2-py311hdbcae8a_0.conda
+  noarch: python
+  sha256: ad6a9373bed593daf3f8645044a2ac793726b4482ce78dbdb46a81cb9dfb4448
+  md5: 7eb914b19211cd2522bbec09170652cd
+  depends:
+  - python
+  - python >=3.11
+  - python-abi3
+  - vc >=14.3,<15
+  - vc14_runtime >=14.44.35208
+  - ucrt >=10.0.20348.0
+  - _python_abi3_support 1.*
+  - cpython >=3.11
+  license: MIT
+  license_family: MIT
+  run_exports: {}
+  size: 348834
+  timestamp: 1791194558195
 - conda: https://conda.anaconda.org/conda-forge/win-64/winpty-0.4.3-h57928b3_5.conda
   sha256: e3f7a6759d154445b320e7a4d87445e783946fa39f7f3740033d36b2011e7d52
   md5: 9e3022d1238c0f46dfb7e7b4b7999891
@@ -31474,23 +29763,6 @@ packages:
     - libzlib >=1.3.2,<2.0a0
   size: 851288
   timestamp: 1785276674755
-- conda: https://conda.anaconda.org/conda-forge/win-64/zstandard-0.25.0-py310h1637853_3.conda
-  sha256: aa677b28159bfa11071d5f239709acde2699ddec41ea24d17ea6be503599d1d2
-  md5: ddb2ea01dc5bcf49f550ab2688647387
-  depends:
-  - python
-  - cffi >=1.11
-  - zstd >=1.5.7,<1.5.8.0a0
-  - vc >=14.3,<15
-  - vc14_runtime >=14.44.35208
-  - ucrt >=10.0.20348.0
-  - zstd >=1.5.7,<1.6.0a0
-  - python_abi 3.10.* *_cp310
-  license: BSD-3-Clause
-  license_family: BSD
-  run_exports: {}
-  size: 363406
-  timestamp: 1787896524467
 - conda: https://conda.anaconda.org/conda-forge/win-64/zstd-1.5.7-h534d264_7.conda
   sha256: ca7daae4f218a11fab82cc2857f0ea518ec3f46acec60490485347a4c22c6b3e
   md5: e4ac308c39d6d0e131154976da67cf3b
diff --git a/pixi.toml b/pixi.toml
index 3e43a23..b1992f8 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -9,7 +9,7 @@ postinstall = "maturin develop"
 postinstall-release = "pip install --no-build-isolation --no-deps --disable-pip-version-check -v -e ."
 
 [dependencies]
-python = ">=3.10"
+python = ">=3.11"
 
 numpy = "*"
 
@@ -92,10 +92,6 @@ zizmor = "*"
 lint = "lefthook run pre-commit --all-files"
 pre-commit-install = "lefthook install"
 
-[feature.py310.dependencies]
-python = "3.10.*"
-typing-extensions = "*"
-
 [feature.py311.dependencies]
 python = "3.11.*"
 
@@ -122,13 +118,12 @@ install-polars-nightly = "pip install --pre --no-deps --upgrade --only-binary :a
 [environments]
 build = ["build"]
 default = ["dev", "lint", "optionals", "polars-latest", "py314", "test"]
-default-py310 = ["dev", "lint", "optionals", "polars-latest", "py310", "test"]
+default-py311 = ["dev", "lint", "optionals", "polars-latest", "py311", "test"]
 docs = ["docs"]
 lint = { features = ["lint"], no-default-feature = true }
 nightly = ["nightly", "optionals", "test"]
 
 # Different python versions with the latest polars
-py310 = ["polars-latest", "py310", "test"]
 py311 = ["polars-latest", "py311", "test"]
 py312 = ["polars-latest", "py312", "test"]
 py313 = ["polars-latest", "py313", "test"]
diff --git a/pyproject.toml b/pyproject.toml
index c1f96de..f4ab500 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -10,22 +10,16 @@ authors = [
 ]
 classifiers = [
   "Programming Language :: Python :: 3",
-  "Programming Language :: Python :: 3.10",
   "Programming Language :: Python :: 3.11",
   "Programming Language :: Python :: 3.12",
   "Programming Language :: Python :: 3.13",
   "Programming Language :: Python :: 3.14",
 ]
-dependencies = [
-  "numpy",
-  "polars>=1.35",
-  # Conditional
-  'typing-extensions; python_version <= "3.10"',
-]
+dependencies = ["numpy", "polars>=1.35"]
 description = "A declarative, polars-native data frame validation library"
 name = "dataframely"
 readme = "README.md"
-requires-python = ">=3.10"
+requires-python = ">=3.11"
 version = "0.0.0"
 
 [project.optional-dependencies]
@@ -88,7 +82,7 @@ exclude = ["docs/"]
 explicit_package_bases = true
 no_implicit_optional = true
 plugins = ["pydantic.mypy"]
-python_version = '3.10'
+python_version = '3.11'
 warn_unused_ignores = true
 
 [[tool.mypy.overrides]]
diff --git a/tests/column_types/test_enum.py b/tests/column_types/test_enum.py
index 18eec36..895d178 100644
--- a/tests/column_types/test_enum.py
+++ b/tests/column_types/test_enum.py
@@ -2,7 +2,7 @@
 # SPDX-License-Identifier: BSD-3-Clause
 import enum
 from collections.abc import Iterable
-from enum import Enum
+from enum import Enum, StrEnum
 from typing import Any
 
 import polars as pl
@@ -66,7 +66,7 @@ def test_different_sequences(type1: type, type2: type) -> None:
 
 
 def test_enum_of_enum_136() -> None:
-    class Categories(str, Enum):
+    class Categories(StrEnum):
         a = "a"
         b = "b"
 
@@ -122,7 +122,7 @@ def test_matches_sqlalchemy_use_enum() -> None:
 
 
 def test_matches_sqlalchemy_use_enum_fails_on_internal_name_mismatch() -> None:
-    class MyEnum(str, Enum):
+    class MyEnum(StrEnum):
         x = "x"
 
     assert not dy.Enum(MyEnum, sqlalchemy_use_enum=True).matches(
diff --git a/tests/columns/test_sqlalchemy_columns.py b/tests/columns/test_sqlalchemy_columns.py
index 3a53ce8..dee5cb7 100644
--- a/tests/columns/test_sqlalchemy_columns.py
+++ b/tests/columns/test_sqlalchemy_columns.py
@@ -1,7 +1,7 @@
 # Copyright (c) QuantCo 2025-2026
 # SPDX-License-Identifier: BSD-3-Clause
 
-from enum import Enum
+from enum import StrEnum
 from typing import cast
 
 import pytest
@@ -176,7 +176,7 @@ def test_raise_for_object_column(dialect: Dialect) -> None:
         dy.Object().sqlalchemy_dtype(dialect)
 
 
-class _Status(str, Enum):
+class _Status(StrEnum):
     PENDING = "pending"
     APPROVED = "approved"