style: Organize imports and apply linter formatting

benchmark/over_time.py

@@ -1,17 +1,19 @@
+from dataclasses import dataclass
+from datetime import date
+from typing import Dict, List, Tuple
+
 import matplotlib.pyplot as plt
 import yaml
 from imgcat import imgcat
 from matplotlib import rc
-from dataclasses import dataclass
-from typing import List, Tuple, Dict
-from datetime import date
+
 
 @dataclass
 class ModelData:
     name: str
     release_date: date
     pass_rate: float
-    
+
     @property
     def color(self) -> str:
         model = self.name.lower()
@@ -56,9 +58,10 @@ class ModelData:
             return "Mistral"
         return model
 
+
 class BenchmarkPlotter:
     LABEL_FONT_SIZE = 16
-    
+
     def __init__(self):
         self.setup_plot_style()
 
@@ -71,14 +74,14 @@ class BenchmarkPlotter:
     def load_data(self, yaml_file: str) -> List[ModelData]:
         with open(yaml_file, "r") as file:
             data = yaml.safe_load(file)
-            
+
         models = []
         for entry in data:
             if "released" in entry and "pass_rate_2" in entry:
                 model = ModelData(
                     name=entry["model"].split("(")[0].strip(),
                     release_date=entry["released"],
-                    pass_rate=entry["pass_rate_2"]
+                    pass_rate=entry["pass_rate_2"],
                 )
                 models.append(model)
         return models
@@ -104,13 +107,13 @@ class BenchmarkPlotter:
             sorted_group = sorted(group, key=lambda x: x.release_date)
             dates = [m.release_date for m in sorted_group]
             rates = [m.pass_rate for m in sorted_group]
-            
+
             # Plot line
             ax.plot(dates, rates, c=color, alpha=0.5, linewidth=1)
-            
+
             # Plot points
             ax.scatter(dates, rates, c=color, alpha=0.5, s=120)
-            
+
             # Add label for first point
             first_model = sorted_group[0]
             ax.annotate(
@@ -126,9 +129,7 @@ class BenchmarkPlotter:
     def set_labels_and_style(self, ax: plt.Axes):
         ax.set_xlabel("Model release date", fontsize=18, color="#555")
         ax.set_ylabel(
-            "Aider code editing benchmark,\npercent completed correctly", 
-            fontsize=18, 
-            color="#555"
+            "Aider code editing benchmark,\npercent completed correctly", fontsize=18, color="#555"
         )
         ax.set_title("LLM code editing skill by model release date", fontsize=20)
         ax.set_ylim(30, 90)
@@ -147,9 +148,11 @@ class BenchmarkPlotter:
         self.set_labels_and_style(ax)
         self.save_and_display(fig)
 
+
 def main():
     plotter = BenchmarkPlotter()
     plotter.plot("aider/website/_data/edit_leaderboard.yml")
 
+
 if __name__ == "__main__":
     main()