From 66b55f97669cd8eb934412c7b83992cc95792a56 Mon Sep 17 00:00:00 2001
From: Nathaniel Starkman <nstarman@users.noreply.github.com>
Date: Sat, 7 Jun 2025 16:15:01 -0400
Subject: [PATCH 1/4] =?UTF-8?q?=E2=9C=A8:=20=20make=20HasNamespace?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Signed-off-by: Nathaniel Starkman <nstarman@users.noreply.github.com>
---
 .gitignore                         |   3 +
 pyproject.toml                     |   4 +-
 src/array_api_typing/__init__.py   |   3 +-
 src/array_api_typing/_namespace.py |  33 +++++++
 uv.lock                            | 133 ++---------------------------
 5 files changed, 49 insertions(+), 127 deletions(-)
 create mode 100644 src/array_api_typing/_namespace.py

diff --git a/.gitignore b/.gitignore
index 5a10c74..075a449 100644
--- a/.gitignore
+++ b/.gitignore
@@ -22,3 +22,6 @@ venv/
 
 # Build docs
 /src/array_api_typing/_version.py
+
+# Mac files
+.DS_Store
diff --git a/pyproject.toml b/pyproject.toml
index 74360ab..b5bf599 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -25,7 +25,9 @@
     "Topic :: Scientific/Engineering",
     "Typing :: Typed",
   ]
-  dependencies = []
+  dependencies = [
+    "typing-extensions>=4.14.0",
+  ]
 
   [project.urls]
     Repository = "https://github.com/data-apis/array-api-typing"
diff --git a/src/array_api_typing/__init__.py b/src/array_api_typing/__init__.py
index 3391d92..6a79705 100644
--- a/src/array_api_typing/__init__.py
+++ b/src/array_api_typing/__init__.py
@@ -1,5 +1,6 @@
 """Static typing support for the array API standard."""
 
-__all__ = ()
+__all__ = ["HasNamespace"]
 
 from ._version import version as __version__ , version_tuple as __version_tuple__
+from ._namespace import HasNamespace
diff --git a/src/array_api_typing/_namespace.py b/src/array_api_typing/_namespace.py
new file mode 100644
index 0000000..e3df800
--- /dev/null
+++ b/src/array_api_typing/_namespace.py
@@ -0,0 +1,33 @@
+"""Static typing support for the array API standard."""
+
+__all__ = ["HasNamespace"]
+
+from types import ModuleType
+from typing import Protocol, final
+from typing_extensions import TypeVar
+
+T = TypeVar("T", bound=object, default=ModuleType)  # PEP 696 default
+
+
+@final
+class HasNamespace(Protocol[T]):  # type: ignore[misc]  # see python/mypy#17288
+    """Protocol for classes that have an `__array_namespace__` method.
+
+    This is for type-annotating objects that should
+
+    Example:
+    >>> import array_api_typing as xpt
+    >>>
+    >>> class MyArray:
+    ...     def __array_namespace__(self):
+    ...         return object()
+    >>>
+    >>> x = MyArray()
+    >>> def has_namespace(x: xpt.HasNamespace) -> bool:
+    ...     return hasattr(x, "__array_namespace__")
+    >>> has_namespace(x)
+    True
+
+    """
+
+    def __array_namespace__(self, /, *, api_version: str | None = None) -> T: ...  # noqa: PLW3201
diff --git a/uv.lock b/uv.lock
index ecc2479..bacdf0f 100644
--- a/uv.lock
+++ b/uv.lock
@@ -4,11 +4,13 @@ requires-python = ">=3.10"
 [[package]]
 name = "array-api-typing"
 source = { editable = "." }
+dependencies = [
+    { name = "typing-extensions" },
+]
 
 [package.dev-dependencies]
 dev = [
     { name = "lefthook" },
-    { name = "pre-commit" },
     { name = "pytest" },
     { name = "pytest-cov" },
     { name = "pytest-github-actions-annotate-failures" },
@@ -22,11 +24,11 @@ test = [
 ]
 
 [package.metadata]
+requires-dist = [{ name = "typing-extensions", specifier = ">=4.14.0" }]
 
 [package.metadata.requires-dev]
 dev = [
     { name = "lefthook", specifier = ">=1.11.13" },
-    { name = "pre-commit", specifier = ">=4.0.1" },
     { name = "pytest", specifier = ">=8.3.3" },
     { name = "pytest-cov", specifier = ">=3" },
     { name = "pytest-github-actions-annotate-failures", specifier = ">=0.3.0" },
@@ -39,15 +41,6 @@ test = [
     { name = "sybil", specifier = ">=8.0.0" },
 ]
 
-[[package]]
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-version = "3.4.0"
-source = { registry = "https://pypi.org/simple" }
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-
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -121,15 +114,6 @@ toml = [
     { name = "tomli", marker = "python_full_version <= '3.11'" },
 ]
 
-[[package]]
-name = "distlib"
-version = "0.3.9"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/0d/dd/1bec4c5ddb504ca60fc29472f3d27e8d4da1257a854e1d96742f15c1d02d/distlib-0.3.9.tar.gz", hash = "sha256:a60f20dea646b8a33f3e7772f74dc0b2d0772d2837ee1342a00645c81edf9403", size = 613923 }
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-
 [[package]]
 name = "exceptiongroup"
 version = "1.2.2"
@@ -139,24 +123,6 @@ wheels = [
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-]
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-[[package]]
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-version = "2.6.3"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/1a/5f/05f0d167be94585d502b4adf8c7af31f1dc0b1c7e14f9938a88fdbbcf4a7/identify-2.6.3.tar.gz", hash = "sha256:62f5dae9b5fef52c84cc188514e9ea4f3f636b1d8799ab5ebc475471f9e47a02", size = 99179 }
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-
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
@@ -175,15 +141,6 @@ wheels = [
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 ]
 
-[[package]]
-name = "nodeenv"
-version = "1.9.1"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/43/16/fc88b08840de0e0a72a2f9d8c6bae36be573e475a6326ae854bcc549fc45/nodeenv-1.9.1.tar.gz", hash = "sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f", size = 47437 }
-wheels = [
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-]
-
 [[package]]
 name = "packaging"
 version = "24.2"
@@ -193,15 +150,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/88/ef/eb23f262cca3c0c4eb7ab1933c3b1f03d021f2c48f54763065b6f0e321be/packaging-24.2-py3-none-any.whl", hash = "sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759", size = 65451 },
 ]
 
-[[package]]
-name = "platformdirs"
-version = "4.3.6"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/13/fc/128cc9cb8f03208bdbf93d3aa862e16d376844a14f9a0ce5cf4507372de4/platformdirs-4.3.6.tar.gz", hash = "sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907", size = 21302 }
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-
 [[package]]
 name = "pluggy"
 version = "1.5.0"
@@ -211,22 +159,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/88/5f/e351af9a41f866ac3f1fac4ca0613908d9a41741cfcf2228f4ad853b697d/pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669", size = 20556 },
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-name = "pre-commit"
-version = "4.0.1"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "cfgv" },
-    { name = "identify" },
-    { name = "nodeenv" },
-    { name = "pyyaml" },
-    { name = "virtualenv" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/2e/c8/e22c292035f1bac8b9f5237a2622305bc0304e776080b246f3df57c4ff9f/pre_commit-4.0.1.tar.gz", hash = "sha256:80905ac375958c0444c65e9cebebd948b3cdb518f335a091a670a89d652139d2", size = 191678 }
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 [[package]]
 name = "pytest"
 version = "8.3.4"
@@ -269,50 +201,6 @@ wheels = [
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-]
-
 [[package]]
 name = "sybil"
 version = "9.0.0"
@@ -362,15 +250,10 @@ wheels = [
 ]
 
 [[package]]
-name = "virtualenv"
-version = "20.28.0"
+name = "typing-extensions"
+version = "4.14.0"
 source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "distlib" },
-    { name = "filelock" },
-    { name = "platformdirs" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/bf/75/53316a5a8050069228a2f6d11f32046cfa94fbb6cc3f08703f59b873de2e/virtualenv-20.28.0.tar.gz", hash = "sha256:2c9c3262bb8e7b87ea801d715fae4495e6032450c71d2309be9550e7364049aa", size = 7650368 }
+sdist = { url = "https://files.pythonhosted.org/packages/d1/bc/51647cd02527e87d05cb083ccc402f93e441606ff1f01739a62c8ad09ba5/typing_extensions-4.14.0.tar.gz", hash = "sha256:8676b788e32f02ab42d9e7c61324048ae4c6d844a399eebace3d4979d75ceef4", size = 107423 }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/69/e0/552843e0d356fbb5256d21449fa957fa4eff3bbc135a74a691ee70c7c5da/typing_extensions-4.14.0-py3-none-any.whl", hash = "sha256:a1514509136dd0b477638fc68d6a91497af5076466ad0fa6c338e44e359944af", size = 43839 },
 ]

From 9214809982b4a75aee077280a3442a56a3d2233a Mon Sep 17 00:00:00 2001
From: Nathaniel Starkman <nstarman@users.noreply.github.com>
Date: Sat, 7 Jun 2025 16:15:21 -0400
Subject: [PATCH 2/4] =?UTF-8?q?=F0=9F=94=A7:=20configure=20Sybil=20for=20t?=
 =?UTF-8?q?ests?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Signed-off-by: Nathaniel Starkman <nstarman@users.noreply.github.com>
---
 conftest.py    | 16 ++++++++++++++++
 pyproject.toml |  4 ++++
 2 files changed, 20 insertions(+)
 create mode 100644 conftest.py

diff --git a/conftest.py b/conftest.py
new file mode 100644
index 0000000..d47b6a7
--- /dev/null
+++ b/conftest.py
@@ -0,0 +1,16 @@
+"""Pytest configuration file."""
+
+from sybil import Sybil
+from sybil.parsers.doctest import DocTestParser
+
+readme_tester = Sybil(
+    parsers=[DocTestParser()],
+    pattern="README.md",
+)
+
+python_file_tester = Sybil(
+    parsers=[DocTestParser()],
+    pattern="src/**/*.py",
+)
+
+pytest_collect_file = (readme_tester + python_file_tester).pytest()
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
index b5bf599..2df350d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -85,6 +85,10 @@ version_tuple = {version_tuple!r}
   warn_unreachable = true
   warn_unused_configs = true
 
+  [[tool.mypy.overrides]]
+    module = "sybil.*"
+    ignore_missing_imports = true
+
 
 [tool.pytest.ini_options]
   addopts = [

From 01ec11460070a017be3db80804506e3b0ab121de Mon Sep 17 00:00:00 2001
From: Nathaniel Starkman <nstarman@users.noreply.github.com>
Date: Sat, 7 Jun 2025 17:31:43 -0400
Subject: [PATCH 3/4] =?UTF-8?q?=F0=9F=93=9D=20docs(README):=20start=20the?=
 =?UTF-8?q?=20README?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Signed-off-by: Nathaniel Starkman <nstarman@users.noreply.github.com>
---
 README.md      |  52 +++++++++++++++++++
 pyproject.toml |   3 +-
 uv.lock        | 136 +++++++++++++++++++++++++++++++++++++++++++++++++
 3 files changed, 190 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index e69de29..0612bb4 100644
--- a/README.md
+++ b/README.md
@@ -0,0 +1,52 @@
+<h1 align='center'> array-api-typing </h1>
+<h3 align="center">Type Annotations for the Array APi</h3>
+
+---
+
+## Installation
+
+```bash
+pip install array-api-typing
+```
+
+<details>
+  <summary>using <code>uv</code></summary>
+
+```bash
+uv add array-api-typing
+```
+
+</details>
+<details>
+  <summary>from source, using pip</summary>
+
+```bash
+pip install git+https://https://github.com/data-apis/array-api-typing.git
+```
+
+</details>
+<details>
+  <summary>building from source</summary>
+
+```bash
+cd /path/to/parent
+git clone https://https://github.com/data-apis/array-api-typing.git
+cd array-api-typing
+pip install -e .  # editable mode
+```
+
+</details>
+
+### Quick example
+
+```pycon
+>>> import array_api_typing as xpt
+>>> import numpy as np
+
+>>> def func(x: xpt.HasNamespace) -> xpt.HasNamespace:
+...    return x
+
+>>> func(np.array([1, 2, 3]))
+array([1, 2, 3])
+
+```
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
index 2df350d..2f255b7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -45,11 +45,12 @@
     "lefthook>=1.11.13",
 ]
   test = [
+    "numpy>=1.24",
     "pytest>=8.3.3",
     "pytest-cov>=3",
     "pytest-github-actions-annotate-failures>=0.3.0",
     "sybil>=8.0.0",
-  ]
+]
 
 
 [tool.hatch]
diff --git a/uv.lock b/uv.lock
index bacdf0f..07fe0ad 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,5 +1,9 @@
 version = 1
 requires-python = ">=3.10"
+resolution-markers = [
+    "python_full_version >= '3.11'",
+    "python_full_version < '3.11'",
+]
 
 [[package]]
 name = "array-api-typing"
@@ -11,12 +15,16 @@ dependencies = [
 [package.dev-dependencies]
 dev = [
     { name = "lefthook" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
+    { name = "numpy", version = "2.3.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
     { name = "pytest" },
     { name = "pytest-cov" },
     { name = "pytest-github-actions-annotate-failures" },
     { name = "sybil" },
 ]
 test = [
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
+    { name = "numpy", version = "2.3.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
     { name = "pytest" },
     { name = "pytest-cov" },
     { name = "pytest-github-actions-annotate-failures" },
@@ -29,12 +37,14 @@ requires-dist = [{ name = "typing-extensions", specifier = ">=4.14.0" }]
 [package.metadata.requires-dev]
 dev = [
     { name = "lefthook", specifier = ">=1.11.13" },
+    { name = "numpy", specifier = ">=1.24" },
     { name = "pytest", specifier = ">=8.3.3" },
     { name = "pytest-cov", specifier = ">=3" },
     { name = "pytest-github-actions-annotate-failures", specifier = ">=0.3.0" },
     { name = "sybil", specifier = ">=8.0.0" },
 ]
 test = [
+    { name = "numpy", specifier = ">=1.24" },
     { name = "pytest", specifier = ">=8.3.3" },
     { name = "pytest-cov", specifier = ">=3" },
     { name = "pytest-github-actions-annotate-failures", specifier = ">=0.3.0" },
@@ -141,6 +151,132 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/08/0f/4ac809a1a005ba393ab5fa05a0731f4b5614e47d5ec2023421df97e172db/lefthook-1.11.13-py3-none-any.whl", hash = "sha256:b868faee65329949d607189a6db5c431c61f6d7bccb477e31a9544f929d1896c", size = 49719067 },
 ]
 
+[[package]]
+name = "numpy"
+version = "2.2.6"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version < '3.11'",
+]
+sdist = { url = "https://files.pythonhosted.org/packages/76/21/7d2a95e4bba9dc13d043ee156a356c0a8f0c6309dff6b21b4d71a073b8a8/numpy-2.2.6.tar.gz", hash = "sha256:e29554e2bef54a90aa5cc07da6ce955accb83f21ab5de01a62c8478897b264fd", size = 20276440 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/9a/3e/ed6db5be21ce87955c0cbd3009f2803f59fa08df21b5df06862e2d8e2bdd/numpy-2.2.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b412caa66f72040e6d268491a59f2c43bf03eb6c96dd8f0307829feb7fa2b6fb", size = 21165245 },
+    { url = "https://files.pythonhosted.org/packages/22/c2/4b9221495b2a132cc9d2eb862e21d42a009f5a60e45fc44b00118c174bff/numpy-2.2.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8e41fd67c52b86603a91c1a505ebaef50b3314de0213461c7a6e99c9a3beff90", size = 14360048 },
+    { url = "https://files.pythonhosted.org/packages/fd/77/dc2fcfc66943c6410e2bf598062f5959372735ffda175b39906d54f02349/numpy-2.2.6-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:37e990a01ae6ec7fe7fa1c26c55ecb672dd98b19c3d0e1d1f326fa13cb38d163", size = 5340542 },
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+
 [[package]]
 name = "packaging"
 version = "24.2"

From b8e497bd81a471510b1d3c8f32c7beeb7458ba75 Mon Sep 17 00:00:00 2001
From: Nathaniel Starkman <nstarman@users.noreply.github.com>
Date: Sat, 7 Jun 2025 17:28:19 -0400
Subject: [PATCH 4/4] Apply suggestions from code review

Co-authored-by: Joren Hammudoglu <jhammudoglu@gmail.com>
Co-authored-by: Lucas Colley <lucas.colley8@gmail.com>
Signed-off-by: Nathaniel Starkman <nstarman@users.noreply.github.com>
---
 README.md                          | 10 +++++-----
 conftest.py                        |  2 +-
 pyproject.toml                     |  6 +++---
 src/array_api_typing/__init__.py   |  6 +++---
 src/array_api_typing/_namespace.py | 10 ++++------
 uv.lock                            |  4 ++--
 6 files changed, 18 insertions(+), 20 deletions(-)

diff --git a/README.md b/README.md
index 0612bb4..a81978d 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,5 @@
-<h1 align='center'> array-api-typing </h1>
-<h3 align="center">Type Annotations for the Array APi</h3>
+<h1 align="center"> array-api-typing </h1>
+<h3 align="center">Type Annotations for the Python array API standard</h3>
 
 ---
 
@@ -21,7 +21,7 @@ uv add array-api-typing
   <summary>from source, using pip</summary>
 
 ```bash
-pip install git+https://https://github.com/data-apis/array-api-typing.git
+pip install git+https://github.com/data-apis/array-api-typing.git
 ```
 
 </details>
@@ -30,7 +30,7 @@ pip install git+https://https://github.com/data-apis/array-api-typing.git
 
 ```bash
 cd /path/to/parent
-git clone https://https://github.com/data-apis/array-api-typing.git
+git clone https://github.com/data-apis/array-api-typing.git
 cd array-api-typing
 pip install -e .  # editable mode
 ```
@@ -43,7 +43,7 @@ pip install -e .  # editable mode
 >>> import array_api_typing as xpt
 >>> import numpy as np
 
->>> def func(x: xpt.HasNamespace) -> xpt.HasNamespace:
+>>> def func(x: xpt.HasArrayNamespace) -> xpt.HasArrayNamespace:
 ...    return x
 
 >>> func(np.array([1, 2, 3]))
diff --git a/conftest.py b/conftest.py
index d47b6a7..5bac2de 100644
--- a/conftest.py
+++ b/conftest.py
@@ -13,4 +13,4 @@
     pattern="src/**/*.py",
 )
 
-pytest_collect_file = (readme_tester + python_file_tester).pytest()
\ No newline at end of file
+pytest_collect_file = (readme_tester + python_file_tester).pytest()
diff --git a/pyproject.toml b/pyproject.toml
index 2f255b7..507f7ed 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -43,14 +43,14 @@
   dev = [
     { include-group = "test" },
     "lefthook>=1.11.13",
-]
+  ]
   test = [
-    "numpy>=1.24",
+    "numpy>=1.25",
     "pytest>=8.3.3",
     "pytest-cov>=3",
     "pytest-github-actions-annotate-failures>=0.3.0",
     "sybil>=8.0.0",
-]
+  ]
 
 
 [tool.hatch]
diff --git a/src/array_api_typing/__init__.py b/src/array_api_typing/__init__.py
index 6a79705..7c84b8b 100644
--- a/src/array_api_typing/__init__.py
+++ b/src/array_api_typing/__init__.py
@@ -1,6 +1,6 @@
 """Static typing support for the array API standard."""
 
-__all__ = ["HasNamespace"]
+__all__ = ["HasArrayNamespace", "__version__", "__version_tuple__"]
 
-from ._version import version as __version__ , version_tuple as __version_tuple__
-from ._namespace import HasNamespace
+from ._namespace import HasArrayNamespace
+from ._version import version as __version__, version_tuple as __version_tuple__
diff --git a/src/array_api_typing/_namespace.py b/src/array_api_typing/_namespace.py
index e3df800..1e885d5 100644
--- a/src/array_api_typing/_namespace.py
+++ b/src/array_api_typing/_namespace.py
@@ -1,6 +1,6 @@
 """Static typing support for the array API standard."""
 
-__all__ = ["HasNamespace"]
+__all__ = ["HasArrayNamespace"]
 
 from types import ModuleType
 from typing import Protocol, final
@@ -10,11 +10,9 @@
 
 
 @final
-class HasNamespace(Protocol[T]):  # type: ignore[misc]  # see python/mypy#17288
+class HasArrayNamespace(Protocol[T]):  # type: ignore[misc]  # see python/mypy#17288
     """Protocol for classes that have an `__array_namespace__` method.
 
-    This is for type-annotating objects that should
-
     Example:
     >>> import array_api_typing as xpt
     >>>
@@ -23,9 +21,9 @@ class HasNamespace(Protocol[T]):  # type: ignore[misc]  # see python/mypy#17288
     ...         return object()
     >>>
     >>> x = MyArray()
-    >>> def has_namespace(x: xpt.HasNamespace) -> bool:
+    >>> def has_array_namespace(x: xpt.HasArrayNamespace) -> bool:
     ...     return hasattr(x, "__array_namespace__")
-    >>> has_namespace(x)
+    >>> has_array_namespace(x)
     True
 
     """
diff --git a/uv.lock b/uv.lock
index 07fe0ad..a306191 100644
--- a/uv.lock
+++ b/uv.lock
@@ -37,14 +37,14 @@ requires-dist = [{ name = "typing-extensions", specifier = ">=4.14.0" }]
 [package.metadata.requires-dev]
 dev = [
     { name = "lefthook", specifier = ">=1.11.13" },
-    { name = "numpy", specifier = ">=1.24" },
+    { name = "numpy", specifier = ">=1.25" },
     { name = "pytest", specifier = ">=8.3.3" },
     { name = "pytest-cov", specifier = ">=3" },
     { name = "pytest-github-actions-annotate-failures", specifier = ">=0.3.0" },
     { name = "sybil", specifier = ">=8.0.0" },
 ]
 test = [
-    { name = "numpy", specifier = ">=1.24" },
+    { name = "numpy", specifier = ">=1.25" },
     { name = "pytest", specifier = ">=8.3.3" },
     { name = "pytest-cov", specifier = ">=3" },
     { name = "pytest-github-actions-annotate-failures", specifier = ">=0.3.0" },