From 66324c9cbb14d72deab7a9b016bc5080002404bb Mon Sep 17 00:00:00 2001
From: Jarrod Millman <jarrod.millman@gmail.com>
Date: Sat, 11 May 2024 11:43:18 -0700
Subject: [PATCH 1/3] Update ruff

---
 .pre-commit-config.yaml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 697d347f5..c6d3e3eff 100644
--- a/.pre-commit-config.yaml
+++ b/.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

From d6b447cab8c40aa47dc675a0f4349ae254e8b3ce Mon Sep 17 00:00:00 2001
From: Jarrod Millman <jarrod.millman@gmail.com>
Date: Sat, 11 May 2024 11:49:59 -0700
Subject: [PATCH 2/3] Autoformat with ruff

---
 .../examples/plot_gradient_descent.py                         | 4 ++--
 .../examples/plot_cumulative_wind_speed_prediction.py         | 2 +-
 .../examples/plot_gumbell_wind_speed_prediction.py            | 2 +-
 3 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/advanced/mathematical_optimization/examples/plot_gradient_descent.py b/advanced/mathematical_optimization/examples/plot_gradient_descent.py
index aae737a56..47453246a 100644
--- a/advanced/mathematical_optimization/examples/plot_gradient_descent.py
+++ b/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:
diff --git a/intro/scipy/summary-exercises/examples/plot_cumulative_wind_speed_prediction.py b/intro/scipy/summary-exercises/examples/plot_cumulative_wind_speed_prediction.py
index 4435a7c87..699268c9f 100644
--- a/intro/scipy/summary-exercises/examples/plot_cumulative_wind_speed_prediction.py
+++ b/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")
diff --git a/intro/scipy/summary-exercises/examples/plot_gumbell_wind_speed_prediction.py b/intro/scipy/summary-exercises/examples/plot_gumbell_wind_speed_prediction.py
index a4b0969bf..a632610b0 100644
--- a/intro/scipy/summary-exercises/examples/plot_gumbell_wind_speed_prediction.py
+++ b/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()

From 325b61efcc2d0460fc9b3fe4ad0f45efec57b147 Mon Sep 17 00:00:00 2001
From: Jarrod Millman <jarrod.millman@gmail.com>
Date: Sat, 11 May 2024 12:24:51 -0700
Subject: [PATCH 3/3] Ignore ruff formatting with git blame

---
 .git-blame-ignore-revs | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.git-blame-ignore-revs b/.git-blame-ignore-revs
index c4a66acac..7ad2a6935 100644
--- a/.git-blame-ignore-revs
+++ b/.git-blame-ignore-revs
@@ -4,3 +4,4 @@ bb473f6ff4a23e4fd5205eacdef713db15decadf
 7cb7b365c51ab20d92745e5eefb95690e3ba2e14
 67c4efab4e3ec1dc16c18b9ab8c5cd5f375040e0
 8d00b416689c428b2bafdaad61ed3ec660ca06c2
+d6b447cab8c40aa47dc675a0f4349ae254e8b3ce