Update ruff

.git-blame-ignore-revs

@@ -4,3 +4,4 @@ bb473f6ff4a23e4fd5205eacdef713db15decadf
 7cb7b365c51ab20d92745e5eefb95690e3ba2e14
 67c4efab4e3ec1dc16c18b9ab8c5cd5f375040e0
 8d00b416689c428b2bafdaad61ed3ec660ca06c2
+d6b447cab8c40aa47dc675a0f4349ae254e8b3ce

.pre-commit-config.yaml

@@ -26,16 +26,16 @@ repos:
         args: [--prose-wrap=preserve]
 
   - repo: https://github.com/MarcoGorelli/cython-lint
-    rev: 582556b052c898dc484a981bea48de3284a4b8ee # frozen: v0.16.0
+    rev: 9247866fce7128f2c0eaf4a09f437880397d4689 # frozen: v0.16.2
     hooks:
       - id: cython-lint
         args: [--no-pycodestyle, --max-line-length=88]
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: c0bff48397a5119af3fadb07c507dd09ac9e2aa8 # frozen: v0.3.6
+    rev: f8a3f8c471fb698229face5ed7640a64900b781e # frozen: v0.4.4
     hooks:
       - id: ruff
-        args: [--fix, --exit-non-zero-on-fix]
+        args: ["--fix", "--show-fixes", "--exit-non-zero-on-fix"]
       - id: ruff-format
 
   - repo: https://github.com/codespell-project/codespell

advanced/mathematical_optimization/examples/plot_gradient_descent.py

@@ -32,9 +32,9 @@
 def super_fmt(value):
     if value > 1:
         if np.abs(int(value) - value) < 0.1:
-            out = "$10^{%.1i}$" % value
+            out = f"$10^{{{int(value):d}}}$"
         else:
-            out = "$10^{%.1f}$" % value
+            out = f"$10^{{{value:.1f}}}$"
     else:
         value = np.exp(value - 0.01)
         if value > 0.1:

intro/scipy/summary-exercises/examples/plot_cumulative_wind_speed_prediction.py

@@ -26,7 +26,7 @@
 plt.plot(sorted_max_speeds, cprob, "o")
 plt.plot(fitted_max_speeds, nprob, "g--")
 plt.plot([fifty_wind], [fifty_prob], "o", ms=8.0, mfc="y", mec="y")
-plt.text(30, 0.05, r"$V_{50} = %.2f \, m/s$" % fifty_wind)
+plt.text(30, 0.05, rf"$V_{{50}} = {fifty_wind:.2f} \, m/s$")
 plt.plot([fifty_wind, fifty_wind], [plt.axis()[2], fifty_prob], "k--")
 plt.xlabel("Annual wind speed maxima [$m/s$]")
 plt.ylabel("Cumulative probability")

intro/scipy/summary-exercises/examples/plot_gumbell_wind_speed_prediction.py

@@ -33,7 +33,7 @@ def gumbell_dist(arr):
 plt.plot(fitted_max_speeds, nprob, "g--")
 plt.plot([fifty_wind], [fifty_prob], "o", ms=8.0, mfc="y", mec="y")
 plt.plot([fifty_wind, fifty_wind], [plt.axis()[2], fifty_prob], "k--")
-plt.text(35, -1, r"$V_{50} = %.2f \, m/s$" % fifty_wind)
+plt.text(35, -1, rf"$V_{{50}} = {fifty_wind:.2f} \, m/s$")
 plt.xlabel("Annual wind speed maxima [$m/s$]")
 plt.ylabel("Gumbell cumulative probability")
 plt.show()