"""Performance benchmark suite for Genesis system operations."""

import time
import logging
import random
import os
from typing import Callable, Dict, Any, List

# Configure logging
logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')

# Define a placeholder for Genesis system components
class GenesisSystem:  # Replace with actual Genesis system integration
    """A placeholder class representing the Genesis system.
    Replace with the actual integration with the Genesis system.
    """
    def __init__(self):
        """Initializes the Genesis system."""
        self.data_store = {} # Simulate a data store

    def create_entity(self, entity_id: str, attributes: Dict[str, Any]) -> None:
        """Simulates creating an entity in the system."""
        logging.info(f"Creating entity with id: {entity_id}")
        time.sleep(random.random() * 0.01)  # Simulate processing time
        self.data_store[entity_id] = attributes


    def read_entity(self, entity_id: str) -> Dict[str, Any] or None:
        """Simulates reading an entity from the system."""
        logging.info(f"Reading entity with id: {entity_id}")
        time.sleep(random.random() * 0.005)  # Simulate processing time
        return self.data_store.get(entity_id)


    def update_entity(self, entity_id: str, updates: Dict[str, Any]) -> None:
        """Simulates updating an entity in the system."""
        logging.info(f"Updating entity with id: {entity_id}")
        time.sleep(random.random() * 0.015)  # Simulate processing time
        if entity_id in self.data_store:
            self.data_store[entity_id].update(updates)


    def delete_entity(self, entity_id: str) -> None:
        """Simulates deleting an entity from the system."""
        logging.info(f"Deleting entity with id: {entity_id}")
        time.sleep(random.random() * 0.008)  # Simulate processing time
        if entity_id in self.data_store:
            del self.data_store[entity_id]



def time_operation(operation: Callable, *args: Any, num_runs: int = 100) -> float:
    """Measures the average execution time of an operation.

    Args:
        operation: The function to benchmark.
        *args: Arguments to pass to the function.
        num_runs: The number of times to run the operation.

    Returns:
        The average execution time in seconds.
    """
    start_time = time.time()
    for _ in range(num_runs):
        try:
            operation(*args)
        except Exception as e:
            logging.error(f"Error during benchmark: {e}")
            return float('inf') # Return infinity to indicate failure
    end_time = time.time()
    return (end_time - start_time) / num_runs


def run_benchmarks(genesis: GenesisSystem, num_entities: int = 100) -> Dict[str, float]:
    """Runs benchmarks for all Genesis system operations.

    Args:
        genesis: An instance of the GenesisSystem class.
        num_entities: The number of entities to create and use for benchmarking.

    Returns:
        A dictionary mapping operation names to average execution times in seconds.
    """

    results: Dict[str, float] = {}

    # Prepare test data
    entity_ids: List[str] = [f"entity_{i}" for i in range(num_entities)]
    entity_attributes: Dict[str, Any] = {"name": "Test Entity", "value": 42}
    update_attributes: Dict[str, Any] = {"value": 100}

    # Create entities for testing
    for entity_id in entity_ids:
        genesis.create_entity(entity_id, entity_attributes)



    # Benchmark operations
    results["create_entity"] = time_operation(
        genesis.create_entity, "new_entity", entity_attributes
    )
    results["read_entity"] = time_operation(genesis.read_entity, entity_ids[0])
    results["update_entity"] = time_operation(genesis.update_entity, entity_ids[0], update_attributes)
    results["delete_entity"] = time_operation(genesis.delete_entity, entity_ids[0])


    return results


def main():
    """Main function to execute the benchmarks and print the results."""
    genesis = GenesisSystem()  # Initialize the Genesis system
    num_entities = 500 # Adjust as needed
    results = run_benchmarks(genesis, num_entities)

    print("Benchmark Results:")
    for operation, avg_time in results.items():
        print(f"{operation}: {avg_time:.6f} seconds")

if __name__ == "__main__":
    main()