chore: Add support for Python 3.14, minor modernisations, more citations of pylhe (#332)

* Add support for Python 3.14 & minor modernisations

* Remove .coveragerc

* Update codecov.yml

* Modernise .pre-commit-config.yaml as per repo-review suggestions

* Update pyproject.toml for codecov

* Improve coverage a bit

* Remove pytest.ini since options are now in pyproject.toml

* Update .github/workflows/ci.yml

Co-authored-by: Alexander Puck Neuwirth <[email protected]>

* Add more citations of pylhe, please blacken-docs

* Remove unnecessary pytest.ini_options

* Update filterwarnings option in pyproject.toml

* Syntax fix in pyproject.toml

* [ci skip] remove test

* Add pytest.ini back!

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

---------

Co-authored-by: Alexander Puck Neuwirth <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

Author: 3 people

.coveragerc

@@ -24,7 +24,7 @@ jobs:
     strategy:
       matrix:
         os: [ubuntu-latest]
-        python-version: ['3.9', '3.10', '3.11', '3.12', '3.13']
+        python-version: ['3.9', '3.10',  '3.11', '3.12', '3.13', '3.14']
 
     steps:
     - uses: actions/checkout@v5

.github/workflows/ci.yml

@@ -27,9 +27,9 @@ repos:
         - tomli
 
 -   repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: "v0.13.3"
+    rev: "v0.14.2"
     hooks:
-    - id: ruff
+    - id: ruff-check
       args: ["--fix", "--show-fixes"]
     - id: ruff-format
 
@@ -40,3 +40,16 @@ repos:
       files: src
       args: [--show-error-codes]
       additional_dependencies: [particle, awkward, vector, graphviz]
+
+- repo: https://github.com/pre-commit/pygrep-hooks
+  rev: v1.10.0
+  hooks:
+  - id: rst-backticks
+  - id: rst-directive-colons
+  - id: rst-inline-touching-normal
+
+- repo: https://github.com/adamchainz/blacken-docs
+  rev: "1.19.1"
+  hooks:
+  - id: blacken-docs
+    additional_dependencies: [black==23.*]

.pre-commit-config.yaml

@@ -85,7 +85,7 @@ For a full example see [write](examples/03_write_monte_carlo_example.ipynb) or [
 The values in the sketch below are intentionally left empty since they depend on the use-case.
 The data structure of `pylhe` is:
 
-```python
+```
 import pylhe
 
 file=pylhe.LHEFile(
@@ -147,7 +147,6 @@ file=pylhe.LHEFile(
 
 # write to file, compressed if gz/gzip suffix
 write_lhe_file(file.init, file.events, "myevents.lhe.gz", rwgt=True, weights=False)
-
 ```
 
 
@@ -167,6 +166,11 @@ The preferred BibTeX entry for citation of `pylhe` is
 
 `pylhe` has been referenced in:
 
+* [Flow Annealed Importance Sampling Bootstrap meets Differentiable Particle Physics](https://inspirehep.net/literature/2851739) (2024)
+* [Interference effects in resonant di-Higgs production at the LHC in the Higgs singlet extension](https://inspirehep.net/literature/2826958) (2024)
+* [Search for nearly degenerate higgsinos via photon fusion with the semileptonic channel at the LHC](https://inspirehep.net/literature/2788228) (2024)
+* [Strategy to measure tau  via photon fusion in LHC proton collisions](https://inspirehep.net/literature/2767190) (2024)
+* [Probing dark photons from a light scalar at Belle II](https://inspirehep.net/literature/2744442) (2024)
 * [Constraints on the trilinear and quartic Higgs couplings from triple Higgs production at the LHC and beyond](https://inspirehep.net/literature/2734125) (2023)
 * [BSM reach of four-top production at the LHC](https://inspirehep.net/literature/2633019) (2023)
 * [Probing compressed higgsinos with forward protons at the LHC](https://inspirehep.net/literature/2140007) (2023)

README.md

@@ -1,5 +1,2 @@
-coverage:
-  status:
-    project:
-      default:
-        threshold: 0.2%
+codecov:
+  require_ci_to_pass: true

codecov.yml

@@ -1,7 +1,7 @@
 .. pylhe documentation master file, created by
    sphinx-quickstart on Thu Jul 31 09:01:00 2025.
    You can adapt this file completely to your liking, but it should at least
-   contain the root `toctree` directive.
+   contain the root ``toctree`` directive.
 
 |project| |version| documentation
 =================================

docs/source/index.rst

@@ -35,6 +35,7 @@ classifiers = [
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
     "Programming Language :: Python :: 3.13",
+    "Programming Language :: Python :: 3.14",
     "Topic :: Scientific/Engineering",
     "Topic :: Scientific/Engineering :: Physics",
 ]
@@ -117,6 +118,17 @@ enable_error_code = [
     "truthy-bool",
 ]
 
+[tool.pytest.ini_options]
+minversion = "6.0"
+testpaths = ["tests"]
+log_cli_level = "INFO"
+xfail_strict = true
+addopts = [
+    "-ra",
+    "--strict-markers",
+    "--strict-config",
+]
+
 [tool.ruff.lint]
 extend-select = [
   "B",        # flake8-bugbear

pyproject.toml

@@ -66,7 +66,7 @@ class Writeable(Protocol):
     A protocol for writeable objects.
     """
 
-    def write(self, s: str) -> Any:
+    def write(self, s: str) -> Any:  # pragma: no cover
         """Write a string to the object."""
         ...
 
@@ -1049,7 +1049,7 @@ def read_num_events(filepath: PathLike) -> int:
 
 def write_lhe_file_string(
     lhefile: LHEFile, rwgt: bool = True, weights: bool = False
-) -> str:
+) -> str:  # pragma: no cover
     """
     Return the LHE file as a string.