Add opt-in scope-profiler regions

CHANGELOG.md

@@ -7,6 +7,11 @@ format follows [Keep a Changelog](https://keepachangelog.com/en/1.1.0/).
 
 ### Added
 
+- Opt-in scope-profiler regions, as in plasmacoll, wellbalanced and patchwork: `_profiling.py`
+  with the package's tag (`template_python`, renamed by `setup_project.sh`), registered on
+  import, and an example region on `main`. Off unless the application enables the tag (e.g.
+  `scope_profiler.setup(enable_tags=["template_python"])`). Adds the `scope-profiler>=0.7.5`
+  dependency.
 - `PyPI dependencies` workflow and `scripts/check_pypi_dependencies.py`: on every pull request to
   `main`, fail if a dependency is a direct reference (`name @ git+https://...`), is not on PyPI, or
   has a version range that no release satisfies, instead of failing the release after the merge.

docs/src/content/docs/getting-started/quickstart.md

@@ -24,3 +24,21 @@ main()
 ```
 
 See the [API reference](/template-python/api/app/) for every module and function.
+
+## Profiling
+
+template-python's coarse operations are [scope-profiler](https://github.com/max-models/scope-profiler)
+regions (`template_python.main` here), tagged with the opt-in tag `template_python`: they are
+off by default and cost a fraction of a microsecond per call. A code that profiles itself with
+scope-profiler turns them on with the tag:
+
+```python
+import scope_profiler as sp
+
+sp.setup(enable_tags=["template_python"])
+```
+
+or without editing the code, with `SCOPE_PROFILER_ENABLE_TAGS=template_python`,
+`scope-profiler run --enable-tag template_python` or `enable_tags = ["template_python"]` in the
+TOML configuration. New regions use `@sp.profile("template_python.<name>", tags=PROFILE_TAGS)`
+with `PROFILE_TAGS` from the package's `_profiling` module.

pyproject.toml

@@ -24,6 +24,7 @@ classifiers = [
 # max-models packages come from their devel branches through [tool.uv.sources]
 dependencies = [
   "numpy",
+  "scope-profiler>=0.7.5",
 ]
 optional-dependencies.dev = [
   "jupyterlab",
@@ -81,3 +82,4 @@ report.show_missing = true
 [tool.uv.sources]
 # one entry per max-models package in [project], spelled exactly like this in every repo:
 # cunumpy = { git = "https://github.com/max-models/cunumpy", branch = "devel" }
+scope-profiler = { git = "https://github.com/max-models/scope-profiler", branch = "devel" }

setup_project.sh

@@ -55,6 +55,7 @@ mv "src/${PACKAGE}" "src/${APPNAME_UNDERSCORE}"
 
 # 3. Imports, the entry point, the API reference and the docs links
 replace "from ${PACKAGE}\\.main import main" "from ${APPNAME_UNDERSCORE}.main import main"
+replace "from ${PACKAGE}\\._profiling import" "from ${APPNAME_UNDERSCORE}._profiling import"
 replace "${PACKAGE}\\.main:main" "${APPNAME_UNDERSCORE}.main:main"
 replace "${PACKAGE}\\.main\\.main" "${APPNAME_UNDERSCORE}.main.main"
 replace "/api/${PACKAGE}/" "/api/${APPNAME_UNDERSCORE}/"

src/app/__init__.py

@@ -2,7 +2,14 @@
 
 from importlib.metadata import PackageNotFoundError, version
 
+import scope_profiler as sp
+
+from app._profiling import PROFILE_TAGS
+
 try:
     __version__ = version("template-python")
 except PackageNotFoundError:  # not installed, e.g. run from a source tree
     __version__ = "0.0.0+unknown"
+
+# The decorated functions pick the tag up, so registering after the imports is in time.
+sp.register_opt_in_tag(*PROFILE_TAGS)

src/app/_profiling.py

@@ -0,0 +1,9 @@
+"""The scope-profiler tag of template_python's profiling regions.
+
+The regions are opt-in: :mod:`template_python` registers the tag on import, so they
+record nothing unless the application enables it, e.g. with
+``scope_profiler.setup(enable_tags=["template_python"])``.
+"""
+
+#: Tags of every template_python region; the first is the opt-in tag.
+PROFILE_TAGS = ("template_python",)

src/app/main.py

@@ -1,6 +1,11 @@
 """Main module of the python package."""
 
+import scope_profiler as sp
 
+from app._profiling import PROFILE_TAGS
+
+
+@sp.profile("template_python.main", tags=PROFILE_TAGS)
 def main() -> None:
     """Print a greeting; the entry point of the ``template-python`` command."""
     print("Hello, world")

src/app/tests/unit/test_profiling.py

@@ -0,0 +1,35 @@
+"""The opt-in scope-profiler regions: off unless the application enables the tag."""
+
+from __future__ import annotations
+
+import pytest
+import scope_profiler as sp
+
+from app.main import main
+
+
+@pytest.fixture(autouse=True)
+def _fresh_profiler(monkeypatch):
+    """Keep the profiling state of these tests out of the others."""
+    monkeypatch.delenv("SCOPE_PROFILER_ENABLE_TAGS", raising=False)
+    sp.reset()
+    yield
+    sp.reset()
+
+
+def _region_names(**setup_kwargs) -> set[str]:
+    sp.setup(output=None, **setup_kwargs)
+    # an application region, recorded either way
+    with sp.region("user.run"):
+        main()
+    results = sp.finalize(verbose=False, return_results=True)
+    return set(results.region_names)
+
+
+def test_regions_are_off_by_default() -> None:
+    assert _region_names() == {"user.run"}
+
+
+@pytest.mark.parametrize("tags", [["template_python"], ["*"]])
+def test_enabling_the_tag_records_the_regions(tags: list[str]) -> None:
+    assert _region_names(enable_tags=tags) == {"template_python.main", "user.run"}