litnint

Author: codelion

openevolve/config.py

@@ -83,7 +83,7 @@ class DatabaseConfig:
     # Migration parameters for island-based evolution
     migration_interval: int = 50  # Migrate every N generations
     migration_rate: float = 0.1  # Fraction of population to migrate
-    
+
     # Random seed for reproducible sampling
     random_seed: Optional[int] = None
 

openevolve/controller.py

@@ -66,11 +66,12 @@ def __init__(
 
         # Set up logging
         self._setup_logging()
-        
+
         # Set random seed for reproducibility if specified
         if self.config.random_seed is not None:
             import random
             import numpy as np
+
             random.seed(self.config.random_seed)
             np.random.seed(self.config.random_seed)
             logger.info(f"Set random seed to {self.config.random_seed} for reproducibility")
@@ -93,11 +94,11 @@ def __init__(
         # Initialize components
         self.llm_ensemble = LLMEnsemble(self.config.llm)
         self.prompt_sampler = PromptSampler(self.config.prompt)
-        
+
         # Pass random seed to database if specified
         if self.config.random_seed is not None:
             self.config.database.random_seed = self.config.random_seed
-            
+
         self.database = ProgramDatabase(self.config.database)
         self.evaluator = Evaluator(self.config.evaluator, evaluation_file, self.llm_ensemble)
 

openevolve/database.py

@@ -97,10 +97,11 @@ def __init__(self, config: DatabaseConfig):
         # Load database from disk if path is provided
         if config.db_path and os.path.exists(config.db_path):
             self.load(config.db_path)
-            
+
         # Set random seed for reproducible sampling if specified
         if config.random_seed is not None:
             import random
+
             random.seed(config.random_seed)
             logger.debug(f"Database: Set random seed to {config.random_seed}")
 

openevolve/llm/openai.py

@@ -37,7 +37,7 @@ def __init__(
     async def generate(self, prompt: str, **kwargs) -> str:
         """Generate text from a prompt"""
         # Use default system message if not provided in kwargs
-        system_message = kwargs.pop('system_message', "You are a helpful assistant.")
+        system_message = kwargs.pop("system_message", "You are a helpful assistant.")
         return await self.generate_with_context(
             system_message=system_message,
             messages=[{"role": "user", "content": prompt}],