TST: update codespell and ruff in pre-commit

[hagenw]

Update to latest ruff and codespell versions in pre-commit.

Summary by Sourcery

Bump ruff and codespell to their latest versions in pre-commit configuration and apply resulting automated fixes for f-string quoting and test message formatting.

Enhancements:

• Update ruff pre-commit hook to v0.13.3
• Update codespell pre-commit hook to v2.4.1
• Normalize f-string quoting in core code and benchmark plots
• Simplify redundant string concatenation in test error messages

[sourcery-ai]

Reviewer's guide (collapsed on small PRs)

Reviewer's Guide

This PR updates the pre-commit configuration to use the latest ruff and codespell releases and enforces consistent string quoting in f-strings and literals across the codebase.

Class diagram for string quoting changes in io.py and plot.py

classDiagram
  class write {
    +write(...)
    - if bit_depth not in bit_depths: raise RuntimeError("... " + ", ".join([str(b) for b in bit_depths]) + " ...")
  }
  class plot {
    +plot(...)
    - g.savefig("results/benchmark_" + "-".join(exts) + "_" + package + ".png")
  }

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File-Level Changes

Change	Details	Files
Update pre-commit hook versions	Bump ruff rev from v0.7.0 to v0.13.3 Bump codespell rev from v2.3.0 to v2.4.1	.pre-commit-config.yaml
Standardize string quoting in f-strings and literals	Switch inner quotes to double quotes in f-strings for error messages Use consistent double-quoted f-strings in plot save paths Merge adjacent string literals into a single quoted string in tests	audiofile/core/io.py docs/benchmark/plot.py tests/test_audiofile.py

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[sourcery-ai]

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