mindcraft/analyze_construction_tasks.py
2025-03-16 17:55:05 -07:00

39 lines
No EOL
1.2 KiB
Python

import boto3
import os
import json
import re
from botocore.exceptions import ClientError
import json
import argparse
from tqdm import tqdm
import glob
def analyze_json_file(file_path):
"""
Analyzes a single JSON file to extract the task outcome.
Args:
file_path (str): Path to the JSON file.
Returns:
str or None: The task outcome string if found, otherwise None.
"""
try:
with open(file_path, 'r') as f:
data = json.load(f)
if 'turns' in data and isinstance(data['turns'], list):
for turn in reversed(data['turns']): # Check turns from the end
if turn.get('role') == 'system' and isinstance(turn.get('content'), str):
if "Task successful ended with code : 2" in turn['content'] or "Task ended in score: 1" in turn["content"]:
return True
return False
except FileNotFoundError:
print(f"Error: File not found: {file_path}")
return None
except json.JSONDecodeError:
print(f"Error: Invalid JSON format in: {file_path}")
return None
except Exception as e:
print(f"An unexpected error occurred while processing {file_path}: {e}")
return None