mirror of
https://github.com/kolbytn/mindcraft.git
synced 2025-04-29 19:44:53 +02:00
683 lines
No EOL
27 KiB
Python
683 lines
No EOL
27 KiB
Python
import argparse
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import json
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import shutil
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import subprocess
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import time
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from datetime import datetime
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import re
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import sys
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import os
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import time
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import filecmp
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import json
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import glob
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import socket
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from tqdm import tqdm
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import boto3
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BLOCKED_ACTIONS_COOKING = [
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'!activate', '!attackPlayer', '!checkBlueprint', '!checkBlueprintLevel',
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'!clearChat', '!clearFurnace', '!consume', '!craftable', '!discard',
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'!endGoal', '!entities', '!equip', '!followPlayer', '!getBlueprint', '!getBlueprintLevel',
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'!goToBed', '!help', '!modes', '!moveAway', '!newAction', '!placeHere', '!putInChest',
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'!restart', '!setMode', '!stay', '!stfu', '!stop'
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]
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BLOCKED_ACTIONS_CRAFTING = [
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'!activate', '!attack', '!attackPlayer', '!checkBlueprint', '!checkBlueprintLevel',
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'!clearChat', '!clearFurnace', '!consume', '!craftable', '!discard', '!endConversation',
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'!endGoal', '!entities', '!followPlayer', '!getBlueprint', '!getBlueprintLevel',
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'!goToBed', '!help', '!modes', '!newAction', '!putInChest', '!restart',
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'!searchForEntity', '!setMode', '!stay', '!stfu', '!stop', '!takeFromChest',
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'!viewChest'
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]
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BLOCKED_ACTIONS_CONSTRUCTION = [
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'!activate', '!attackPlayer', '!clearChat', '!clearFurnace', '!collectBlocks',
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'!consume', '!craftable', '!discard', '!endConversation', '!endGoal', '!entities',
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'!equip', '!followPlayer', '!getBlueprint', '!getBlueprintLevel', '!goToBed',
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'!help', '!modes', '!moveAway', '!newAction', '!placeHere', '!putInChest',
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'!restart', '!searchForBlock', '!searchForEntity', '!setMode', '!stay', '!stfu',
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'!stop', '!takeFromChest', '!viewChest', '!craftRecipe', '!smeltItem'
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]
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def analyze_json_file(file_path):
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"""
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Analyzes a single JSON file to extract the task outcome.
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Args:
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file_path (str): Path to the JSON file.
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Returns:
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str or None: The task outcome string if found, otherwise None.
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"""
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try:
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with open(file_path, 'r') as f:
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data = json.load(f)
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if 'turns' in data and isinstance(data['turns'], list):
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for turn in reversed(data['turns']): # Check turns from the end
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if turn.get('role') == 'system' and isinstance(turn.get('content'), str):
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code = turn["content"].split(":")[-1].strip()
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if code in ["2", "1"]: # Check for success codes
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return True
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elif 0 < float(code) < 1: # Check for other success indicators
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return code
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else:
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return False
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return False
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except FileNotFoundError:
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print(f"Error: File not found: {file_path}")
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return None
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except json.JSONDecodeError:
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print(f"Error: Invalid JSON format in: {file_path}")
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return None
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except Exception as e:
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print(f"An unexpected error occurred while processing {file_path}: {e}")
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return None
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def extract_result(folder_path):
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folder_name = os.path.basename(folder_path)
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json_files = glob.glob(os.path.join(folder_path, "*.json"))
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# assert len(json_files) == 2, f"Expected 2 json files in {folder_name}, found {len(json_files)}"
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if not json_files:
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return None
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else:
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outcome = False
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for json_file in json_files:
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outcome = analyze_json_file(json_file)
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if outcome:
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return True
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return False
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def aggregate_results(local_folders):
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"""
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Aggregates the analysis results for each folder.
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Args:
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local_folders (list): List of local folder paths containing the JSON files.
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Returns:
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dict: A dictionary where keys are folder names and values are the aggregated outcomes.
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"""
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aggregated_data = {}
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total = 0
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successful = 0
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for folder_path in tqdm(local_folders):
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folder_name = os.path.basename(folder_path)
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try:
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result = extract_result(folder_path)
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if result is not None:
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total += 1
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successful += float(result)
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except Exception as e:
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print(f"Error processing {folder_name}: {e}")
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return {
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"total": total,
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"successful": successful,
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}
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def read_settings(file_path):
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"""Read and parse the settings.js file to get agent profiles."""
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with open(file_path, 'r', encoding='utf-8') as file:
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content = file.read()
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# Remove `export default` and trailing commas
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content = re.sub(r'export\s+default', '', content)
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content = re.sub(r',\s*(?=[}\]])', '', content)
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# Remove JavaScript comments
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content = re.sub(r'//.*', '', content)
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# Remove trailing commas (e.g., before } or ])
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content = re.sub(r',\s*(?=[}\]])', '', content)
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# Strip leading and trailing whitespace
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content = content.strip()
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json_data = json.loads(content)
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profiles = json_data['profiles']
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## profiles is a list of strings like "./andy.json" and "./bob.json"
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agent_names = [profile.split('/')[-1].split('.')[0] for profile in profiles]
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return agent_names
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def update_keys_json():
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"""Update the keys.json file with the specified key-value pair."""
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with open("keys.example.json", 'r', encoding='utf-8') as file:
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content = file.read()
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data = json.loads(content)
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# Update keys with environment variables
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for key in data.keys():
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env_value = os.getenv(key) # Fetch from environment variables
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if env_value: # If the variable exists, update it
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data[key] = env_value
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with open("keys.json", 'w', encoding='utf-8') as file:
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json.dump(data, file, indent=4)
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def check_task_completion(agents):
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"""Check memory.json files of all agents to determine task success/failure."""
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for agent in agents:
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memory_path = f"bots/{agent}/memory.json"
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try:
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with open(memory_path, 'r') as f:
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memory = json.load(f)
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# Check the last system message in turns
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for turn in reversed(memory['turns']):
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if turn['role'] == 'system' and 'code' in turn['content']:
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# Extract completion code
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if 'code : 2' in turn['content']:
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return True # Task successful
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elif 'code : 4' in turn['content']:
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return False # Task failed
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except (FileNotFoundError, json.JSONDecodeError) as e:
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print(f"Error reading memory for agent {agent}: {e}")
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continue
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return False # Default to failure if no conclusive result found
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def set_environment_variable_tmux_session(session_name, key, value):
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"""Set an environment variable for the current process."""
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subprocess.run(["tmux", "send-keys", "-t", session_name, f"export {key}={value}", "C-m"])
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def launch_parallel_experiments(task_path,
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num_exp,
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exp_name,
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num_agents=2,
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model="gpt-4o-mini",
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api="openai",
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num_parallel=1,
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s3=False,
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bucket_name="mindcraft-experiments",
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template_profile="profiles/tasks/collab_profile.json",
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insecure_coding=False,
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url="http://127.0.0.1:8000/v1",
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max_messages=15,
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num_examples=2):
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with open(task_path, 'r', encoding='utf-8') as file:
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content = file.read()
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json_data = json.loads(content)
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task_ids = json_data.keys()
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task_type = json_data[list(task_ids)[0]]["type"]
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# split the task_ids into num_parallel groups
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task_ids = list(task_ids)
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task_ids_split = [task_ids[i::num_parallel] for i in range(num_parallel)]
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if task_type == "cooking":
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world_name = "Superflat"
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elif task_type == "techtree":
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world_name = "Forest"
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elif task_type == "construction":
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world_name = "Superflat"
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servers = create_server_files("./server_data/", num_parallel, world_name=world_name)
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date_time = datetime.now().strftime("%m-%d_%H-%M")
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experiments_folder = f"experiments/{exp_name}_{date_time}"
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exp_name = f"{exp_name}_{date_time}"
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split_task_path = task_path.split("/")
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if len(split_task_path) > 1:
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task_path_name = split_task_path[-2]
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else:
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task_path_name = "tasks"
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s3_path = f"{bucket_name}/{task_type}/{model}/{task_path_name}/{exp_name}"
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# start wandb
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os.makedirs(experiments_folder, exist_ok=True)
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for i, server in enumerate(servers):
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launch_server_experiment(task_path,
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task_ids_split[i],
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num_exp,
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server,
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experiments_folder,
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exp_name,
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s3=s3,
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bucket_name=bucket_name,
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template_profile=template_profile,
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model=model,
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api=api,
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insecure_coding=insecure_coding,
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num_agents=num_agents,
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url=url,
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task_type=task_type,
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s3_path=s3_path,
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max_messages=max_messages,
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num_examples=num_examples)
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time.sleep(5)
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total_num_tasks = len(task_ids)
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total_num_experiments = total_num_tasks * num_exp
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total_run = 0
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while total_run < total_num_experiments:
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results = aggregate_results([f"{experiments_folder}/{task_id}" for task_id in task_ids])
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total_run = results["total"]
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print(f"Total tasks run: {total_run}/{total_num_experiments}")
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print(results)
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results["exp_name"] = exp_name
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results["template_profile"] = template_profile
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results["model"] = model
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results["api"] = api
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results["num_agents"] = num_agents
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results["task_path"] = task_path
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results["task_type"] = task_type
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results["max_messages"] = max_messages
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results["num_examples"] = num_examples
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with open(f"{experiments_folder}/results.txt", "w") as file:
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file.write(str(results))
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if s3:
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cmd = f"aws s3 cp {experiments_folder}/results.txt s3://{s3_path}/results.txt"
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print(cmd)
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subprocess.run(cmd.split())
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time.sleep(60)
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def launch_server_experiment(task_path,
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task_ids,
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num_exp,
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server,
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experiments_folder,
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exp_name="exp",
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num_agents=2,
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model="gpt-4o",
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api="openai",
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s3=False,
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bucket_name="mindcraft-experiments",
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template_profile="profiles/tasks/collab_profile.json",
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insecure_coding=False,
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url="http://127.0.0.1:8000/v1",
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task_type="techtree",
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s3_path="",
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max_messages=15,
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num_examples=2):
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"""
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Launch a Minecraft server and run experiments on it.
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@param task_path: Path to the task file
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@param task_ids: IDs of the tasks to run
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@param num_exp: Number of experiments to run
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@param server: Tuple containing server path and port
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@param experiments_folder: Folder to store experiment results
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@param exp_name: Name of the experiment for wandb dataset
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@param num_agents: Number of agents to run
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@param model: Model to use for the agents
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@param s3: Boolean flag to enable S3 upload
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@param bucket_name: Name of the S3 bucket
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"""
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server_path, server_port = server
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edit_file(os.path.join(server_path, "server.properties"), {"server-port": server_port})
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mindserver_port = server_port - 55916 + 8080
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# set up server and agents
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session_name = str(server_port - 55916)
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if num_agents == 1:
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agent_names = [f"Andy_{session_name}"]
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models = [model]
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apis = [api]
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elif num_agents == 2:
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agent_names = [f"Andy_{session_name}", f"Jill_{session_name}"]
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models = [model] * 2
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apis = [api] * 2
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else:
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# Lets use an ordered list of 10 human names.
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human_names = ["Andy", "Jill", "Bob", "Sally", "Mike", "Laura", "John", "Emma", "Tom", "Kate"]
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agent_names = []
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for i in range(num_agents):
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name = human_names[i % len(human_names)]
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agent_names.append(f"{name}_{session_name}")
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models = [model] * num_agents
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apis = [api] * num_agents
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make_profiles(agent_names, models, apis, template_profile=template_profile, url=url)
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agent_profiles = [f"./{agent}.json" for agent in agent_names]
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if num_agents == 1:
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agent_profiles_str = f"'[\"{agent_profiles[0]}\"]'"
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elif num_agents == 2:
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agent_profiles_str = f"'[\"{agent_profiles[0]}\", \"{agent_profiles[1]}\"]'"
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else:
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agent_profiles_str = "'["
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for agent in agent_profiles[:-1]:
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agent_profiles_str += f'\"{agent}\", '
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agent_profiles_str += f"\"{agent_profiles[-1]}\"]'"
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print(agent_profiles_str)
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launch_world(server_path, session_name="server_" + session_name, agent_names=agent_names, port=server_port)
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subprocess.run(['tmux', 'new-session', '-d', '-s', session_name], check=True)
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# set environment variables
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set_environment_variable_tmux_session(session_name, "MINECRAFT_PORT", server_port)
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set_environment_variable_tmux_session(session_name, "MINDSERVER_PORT", mindserver_port)
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set_environment_variable_tmux_session(session_name, "PROFILES", agent_profiles_str)
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set_environment_variable_tmux_session(session_name, "MAX_MESSAGES", str(max_messages))
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set_environment_variable_tmux_session(session_name, "NUM_EXAMPLES", str(num_examples))
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set_environment_variable_tmux_session(session_name, "LOG_ALL", "true")
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if insecure_coding:
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set_environment_variable_tmux_session(session_name, "INSECURE_CODING", "true")
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make_ops(agent_names, session_name)
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# add the bots as op
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# op_script_content = "sleep 5\n\op @p" * 20
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# op_script_file = f"./tmp/op_script_{session_name}.sh"
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# make_script_file_and_run(op_script_content, "server_" + session_name, op_script_file)
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if task_type == "cooking":
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set_environment_variable_tmux_session(session_name, "BLOCKED_ACTIONS", BLOCKED_ACTIONS_COOKING)
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elif task_type == "techtree":
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set_environment_variable_tmux_session(session_name, "BLOCKED_ACTIONS", BLOCKED_ACTIONS_CRAFTING)
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elif task_type == "construction":
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set_environment_variable_tmux_session(session_name, "BLOCKED_ACTIONS", BLOCKED_ACTIONS_CONSTRUCTION)
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script_content = ""
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for task_id in task_ids:
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# Create a separate folder for each task_id
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task_folder = os.path.join(experiments_folder, str(task_id))
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os.makedirs(task_folder, exist_ok=True)
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assert os.path.exists(task_folder), f"Directory {task_folder} was not created"
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print(f"Created directory: {task_folder}")
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cmd = f"node main.js --task_path \'{task_path}\' --task_id {task_id}"
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cp_cmd = f"cp {agent_names[0]}.json {server_path}bots/{agent_names[0]}/profile.json"
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for _ in range(num_exp):
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script_content += f"{cmd}\n"
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script_content += "sleep 2\n"
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for agent in agent_names:
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agent_file_path = os.path.join(task_folder, f"{agent}_{_}.json")
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script_content += f"echo 'Saving to {agent_file_path}'\n"
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cp_cmd = f"cp bots/{agent}/memory.json {agent_file_path}"
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script_content += f"echo '{cp_cmd}'\n"
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script_content += f"{cp_cmd}\n"
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script_content += "sleep 1\n"
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if s3:
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s3_cmd = f"aws s3 cp {agent_file_path} s3://{s3_path}/{task_id}/{agent}_{_}.json"
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script_content += f"echo 'Uploading {agent_file_path} to S3'\n"
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script_content += f"echo '{s3_cmd}'\n"
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script_content += f"{s3_cmd}\n"
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script_content += "sleep 1\n"
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script_content += f"sleep 10\n"
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if s3:
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for agent in agent_names:
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script_content += f"aws s3 cp bots/{agent} s3://{s3_path}/bots/{agent} --recursive\n"
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# Create a temporary shell script file
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script_file = f"./tmp/experiment_script_{session_name}.sh"
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make_script_file_and_run(script_content, session_name, script_file)
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def make_ops(agent_names, session_name):
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"""Make the agents operators in the Minecraft world."""
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print('Making agents operators...')
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cmd = f"node main.js --task_path tasks/example_tasks.json --task_id debug_{len(agent_names)}_agent_timeout"
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subprocess.run(["tmux", "send-keys", "-t", session_name, cmd, "C-m"])
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time.sleep(30)
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subprocess.run(["tmux", "send-keys", "-t", "server_" + session_name, f"/op @a", "C-m"])
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agents_op = check_agent_ops(agent_names, ops_file=f"./server_data_{session_name}/ops.json")
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if agents_op:
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print("Agents are operators! You are good to go :D")
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else:
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print("Agents are not operators! Something went wrong :(")
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make_ops(agent_names, session_name)
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def check_agent_ops(agent_names, ops_file="ops.json"):
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with open(ops_file, "r") as f:
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ops_data = json.load(f)
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ops_names = [op["name"] for op in ops_data]
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for agent in agent_names:
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if agent not in ops_names:
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return False
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return True
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def make_script_file_and_run(script_content, session_name, file_name):
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script_dir = os.path.dirname(file_name)
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os.makedirs(script_dir, exist_ok=True)
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assert os.path.exists(script_dir), f"Script directory {script_dir} was not created"
|
|
print(f"Created script directory: {script_dir}")
|
|
|
|
# Call the function before writing the script file
|
|
with open(file_name, 'w') as f:
|
|
f.write(script_content)
|
|
assert os.path.exists(file_name), f"Script file {file_name} was not created"
|
|
|
|
script_file_run = "bash " + file_name
|
|
|
|
# Execute the shell script using subprocess
|
|
subprocess.run(["tmux", "send-keys", "-t", session_name, script_file_run, "C-m"])
|
|
|
|
# subprocess.run(["tmux", "send-keys", "-t", session_name, f"/op {agent_names[0]}", "C-m"])
|
|
|
|
def make_profiles(agent_names, models, apis, template_profile="profiles/collab_profile.json", url="http://127.0.0.1:8000/v1"):
|
|
assert len(agent_names) == len(models)
|
|
|
|
with open(template_profile, 'r') as f:
|
|
content = f.read()
|
|
|
|
profile = json.loads(content)
|
|
|
|
for index in range(len(agent_names)):
|
|
profile["name"] = agent_names[index]
|
|
if apis[index] == "vllm":
|
|
profile["model"] = {
|
|
"api": "vllm",
|
|
"model": models[index],
|
|
"url": url
|
|
}
|
|
elif apis[index] == "ollama":
|
|
profile["model"] = {
|
|
"api": "ollama",
|
|
"model": models[index],
|
|
"embedding": "ollama"
|
|
}
|
|
else:
|
|
profile["model"] = models[index]
|
|
|
|
with open(f"{agent_names[index]}.json", 'w') as f:
|
|
json.dump(profile, f, indent=4)
|
|
|
|
def create_server_files(source_path, num_copies, world_name="Forest"):
|
|
"""Create multiple copies of server files for parallel experiments."""
|
|
print("Creating server files...")
|
|
print(num_copies)
|
|
servers = []
|
|
for i in range(num_copies):
|
|
dest_path = f"./server_data_{i}/"
|
|
copy_server_files(source_path, dest_path)
|
|
print(dest_path)
|
|
edit_file(dest_path + "server.properties", {"server-port": 55916 + i,
|
|
"level-name": world_name})
|
|
# edit_server_properties_file(dest_path, 55916 + i)
|
|
servers.append((dest_path, 55916 + i))
|
|
return servers
|
|
|
|
def edit_file(file, content_dict):
|
|
try:
|
|
with open(file, 'r') as f:
|
|
lines = f.readlines()
|
|
with open(file, 'w') as f:
|
|
for line in lines:
|
|
for key, value in content_dict.items():
|
|
if line.startswith(key):
|
|
f.write(f"{key}={value}\n")
|
|
else:
|
|
f.write(line)
|
|
print(f"{file} updated with {content_dict}")
|
|
except Exception as e:
|
|
print(f"Error editing file {file}: {e}")
|
|
|
|
def clean_up_server_files(num_copies):
|
|
"""Delete server files from multiple locations."""
|
|
for i in range(num_copies):
|
|
dest_path = f"./server_data_{i}/"
|
|
delete_server_files(dest_path)
|
|
|
|
def copy_server_files(source_path, dest_path):
|
|
"""Copy server files to the specified location."""
|
|
try:
|
|
shutil.copytree(source_path, dest_path)
|
|
print(f"Server files copied to {dest_path}")
|
|
except Exception as e:
|
|
print(f"Error copying server files: {e}")
|
|
time.sleep(10)
|
|
|
|
same_files = check_same_files(source_path, dest_path)
|
|
if not same_files:
|
|
copy_server_files(source_path, dest_path)
|
|
print("The destination path does not contain all the same files as the source path.")
|
|
else:
|
|
print("The destination path contains all the same files as the source path.")
|
|
|
|
def check_same_files(d1, d2):
|
|
|
|
items1 = set(os.listdir(d1))
|
|
items2 = set(os.listdir(d2))
|
|
|
|
if items1 != items2:
|
|
return False
|
|
return True
|
|
|
|
def delete_server_files(dest_path):
|
|
"""Delete server files from the specified location."""
|
|
try:
|
|
shutil.rmtree(dest_path)
|
|
print(f"Server files deleted from {dest_path}")
|
|
except Exception as e:
|
|
print(f"Error deleting server files: {e}")
|
|
if not os.path.exists(dest_path):
|
|
print("Server files deleted successfully.")
|
|
# else:
|
|
# print("Error deleting server files.")
|
|
# delete_server_files(dest_path)
|
|
|
|
|
|
def launch_world(server_path="./server_data/", agent_names=["andy", "jill"], session_name="server", port=55916):
|
|
"""Launch the Minecraft world."""
|
|
print(f"Launching Minecraft world with port {port}...")
|
|
cmd = f"cd {server_path} && java -jar server.jar"
|
|
subprocess.run(['tmux', 'new-session', '-d', '-s', session_name], check=True)
|
|
subprocess.run(["tmux", "send-keys", "-t", session_name, cmd, "C-m"])
|
|
time.sleep(10)
|
|
if not test_server_running(port):
|
|
print("Server failed to start. Retrying...")
|
|
launch_world(server_path, agent_names, session_name, port)
|
|
|
|
def test_server_running(port=55916):
|
|
host = 'localhost'
|
|
|
|
with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:
|
|
try:
|
|
s.connect((host, port))
|
|
print("Server is running on port 55916")
|
|
return True
|
|
except ConnectionRefusedError:
|
|
print("Server is not running on port 55916")
|
|
return False
|
|
|
|
def kill_world(session_name="server"):
|
|
"""Kill the Minecraft world."""
|
|
subprocess.run(["tmux", "send-keys", "-t", session_name, "stop", "C-m"])
|
|
time.sleep(5)
|
|
subprocess.run(["tmux", "kill-session", "-t", session_name])
|
|
|
|
def detach_process(command):
|
|
"""
|
|
Launches a subprocess and detaches from it, allowing it to run independently.
|
|
|
|
Args:
|
|
command: A list of strings representing the command to execute, e.g., ['python', 'my_script.py'].
|
|
"""
|
|
|
|
try:
|
|
# Create a new process group so the child doesn't get signals intended for the parent.
|
|
# This is crucial for proper detachment.
|
|
kwargs = {}
|
|
if sys.platform == 'win32':
|
|
kwargs.update(creationflags=subprocess.CREATE_NEW_PROCESS_GROUP) # Windows specific
|
|
|
|
process = subprocess.Popen(command,
|
|
stdin=subprocess.PIPE, # Prevent stdin blocking
|
|
stdout=subprocess.PIPE, # Redirect stdout
|
|
stderr=subprocess.PIPE, # Redirect stderr
|
|
close_fds=True, # Close open file descriptors
|
|
**kwargs)
|
|
|
|
print(f"Process launched with PID: {process.pid}")
|
|
return process.pid # Return the PID of the detached process
|
|
|
|
except FileNotFoundError:
|
|
print(f"Error: Command not found: {command}")
|
|
return None
|
|
except Exception as e:
|
|
print(f"An error occurred: {e}")
|
|
return None
|
|
|
|
def main():
|
|
# edit_settings("settings.js", {"profiles": ["./andy.json", "./jill.json"], "port": 55917})
|
|
# edit_server_properties_file("../server_data/", 55917)
|
|
|
|
parser = argparse.ArgumentParser(description='Run Minecraft AI agent experiments')
|
|
parser.add_argument('--task_path', default="multiagent_crafting_tasks.json", help='Path to the task file')
|
|
parser.add_argument('--num_agents', default=2, type=int, help='Number of agents to run')
|
|
parser.add_argument('--num_exp', default=1, type=int, help='Number of experiments to run')
|
|
parser.add_argument('--num_parallel', default=1, type=int, help='Number of parallel servers to run')
|
|
parser.add_argument('--exp_name', default="exp", help='Name of the experiment')
|
|
parser.add_argument('--s3', action='store_true', help='Whether to upload to s3')
|
|
parser.add_argument('--bucket_name', default="mindcraft-experiments", help='Name of the s3 bucket')
|
|
parser.add_argument('--add_keys', action='store_true', help='Create the keys.json to match the environment variables')
|
|
parser.add_argument('--template_profile', default="profiles/tasks/collab_profile.json", help='Model to use for the agents')
|
|
parser.add_argument('--model', default="gpt-4o-mini", help='Model to use for the agents')
|
|
parser.add_argument('--api', default="openai", help='API to use for the agents')
|
|
# parser.add_argument('--world_name', default="Forest", help='Name of the world')
|
|
parser.add_argument('--insecure_coding', action='store_true', help='Enable insecure coding')
|
|
parser.add_argument('--url', default="http://127.0.0.1:8000/v1")
|
|
parser.add_argument('--max_messages', default=15, type=int, help='Maximum number of messages before summarizing')
|
|
parser.add_argument('--num_examples', default=2, type=int, help='Maximum number of turns before summarizing')
|
|
|
|
args = parser.parse_args()
|
|
print(args)
|
|
|
|
try:
|
|
subprocess.run(['tmux', 'kill-server'], check=True)
|
|
except:
|
|
print("No tmux session to kill")
|
|
|
|
# delete all server files
|
|
clean_up_server_files(args.num_parallel)
|
|
if args.add_keys:
|
|
update_keys_json()
|
|
|
|
launch_parallel_experiments(args.task_path,
|
|
num_exp=args.num_exp,
|
|
exp_name=args.exp_name,
|
|
num_parallel=args.num_parallel,
|
|
s3=args.s3,
|
|
bucket_name=args.bucket_name,
|
|
template_profile=args.template_profile,
|
|
model=args.model,
|
|
api=args.api,
|
|
insecure_coding=args.insecure_coding,
|
|
num_agents=args.num_agents,
|
|
url=args.url,
|
|
max_messages=args.max_messages,
|
|
num_examples=args.num_examples)
|
|
|
|
if __name__ == "__main__":
|
|
main() |