Budget Computation
L3
FilesystemDesktop Template
Analyze personal expense data extracted from desktop files to create a detailed budget summary report for financial review.
Created by Lingjun Chen
2025-08-14
Data ExtractionPattern Analysis
Model Ranking
Click on the dots to view the trajectory of each task run
Model | Run Results | Pass@4 | Pass^4 | Avg Time | Avg Turns | Input Tokens | Output Tokens | Total Tokens |
|---|---|---|---|---|---|---|---|---|
Model | Run Results | Pass@4 | Pass^4 | Avg Time | Avg Turns | Input Tokens | Output Tokens | Total Tokens |
grok-4 | 1 /4 | 233.3s | 6.5 | 46,547 | 9,968 | 56,515 | ||
claude-opus-4-1 | 0 /1 | - | - | 125.4s | 7.0 | 35,389 | 2,139 | 37,528 |
claude-sonnet-4 | 0 /4 | 160.0s | 7.8 | 37,404 | 2,021 | 39,425 | ||
claude-sonnet-4-high | 0 /4 | 59.2s | 10.3 | 60,536 | 2,624 | 63,160 | ||
claude-sonnet-4-low | 0 /4 | 60.7s | 10.8 | 66,359 | 2,774 | 69,133 | ||
deepseek-chat | 0 /4 | 149.0s | 16.3 | 78,002 | 1,695 | 79,696 | ||
gemini-2-5-flash | 0 /4 | 35.3s | 6.0 | 17,861 | 5,234 | 23,095 | ||
gemini-2-5-pro | 0 /4 | 82.2s | 15.0 | 52,864 | 5,551 | 58,415 | ||
glm-4-5 | 0 /4 | 71.3s | 8.5 | 32,895 | 2,665 | 35,560 | ||
gpt-4-1 | 0 /4 | 30.9s | 13.5 | 37,837 | 1,539 | 39,376 | ||
gpt-4-1-mini | 0 /4 | 57.8s | 31.0 | 104,771 | 1,966 | 106,736 | ||
gpt-4-1-nano | 0 /4 | 31.8s | 23.5 | 76,728 | 1,104 | 77,831 | ||
gpt-5-high | 0 /4 | 469.4s | 5.3 | 39,000 | 18,585 | 57,585 | ||
gpt-5-low | 0 /4 | 98.6s | 5.0 | 16,517 | 6,247 | 22,764 | ||
gpt-5-medium | 0 /4 | 151.8s | 5.5 | 49,980 | 9,684 | 59,664 | ||
gpt-5-mini-high | 0 /4 | 63.8s | 5.8 | 133,412 | 6,578 | 139,989 | ||
gpt-5-mini-low | 0 /4 | 39.5s | 5.3 | 55,497 | 3,033 | 58,529 | ||
gpt-5-mini-medium | 0 /4 | 37.5s | 5.3 | 58,850 | 3,688 | 62,538 | ||
gpt-5-nano-high | 0 /4 | 94.8s | 18.8 | 60,717 | 16,871 | 77,588 | ||
gpt-5-nano-low | 0 /4 | 67.1s | 13.3 | 35,247 | 11,494 | 46,741 | ||
gpt-5-nano-medium | 0 /4 | 104.7s | 15.0 | 54,882 | 18,026 | 72,908 | ||
gpt-oss-120b | 0 /4 | 18.7s | 7.5 | 17,914 | 733 | 18,648 | ||
grok-code-fast-1 | 0 /4 | 49.9s | 22.0 | 134,520 | 1,604 | 140,117 | ||
kimi-k2-0711 | 0 /4 | 103.9s | 8.0 | 33,796 | 1,601 | 35,397 | ||
kimi-k2-0905 | 0 /4 | 84.4s | 7.5 | 28,317 | 1,068 | 29,384 | ||
o3 | 0 /4 | 102.5s | 18.8 | 64,097 | 6,510 | 70,607 | ||
o4-mini | 0 /4 | 115.8s | 12.3 | 33,879 | 7,253 | 41,132 | ||
qwen-3-coder-plus | 0 /4 | 44.2s | 23.5 | 114,702 | 2,077 | 116,779 | ||
qwen-3-max | 0 /4 | 23.9s | 7.8 | 34,869 | 770 | 35,639 |
Task State
Task Initial State Files
Download ZIP package to view the complete file structure
desktop_template/
├── Archives/
│ ├── backup_contacts.csv
│ └── tax_documents_2022.csv
├── Desktop/
│ └── contacts.csv
├── Documents/
│ ├── Personal/
│ │ └── tax_info_2023.csv
│ ├── Projects/
│ │ └── budget_tracker.csv
│ ├── Work/
│ │ ├── client_list.csv
│ │ └── timesheet.csv
│ ├── budget.csv
│ └── important_dates.csv
├── Downloads/
│ ├── expenses.csv
│ ├── fitness_log.csv
│ └── price_comparisons.csv
├── Temp/
│ └── test_data.csv
├── book_list.txt
├── bookmark_export.txt
├── calculations.txt
├── correspondence_2023.txt
├── draft_letter.txt
├── emergency_contacts.txt
├── example.txt
└── experiment_results.txt
Instruction
Please use FileSystem tools to finish the following task:
Task Description
You need to analyze all the files in the desktop environment to calculate personal life expenses and create a budget summary.
Task Objectives
- Locate and analyze all files in the desktop environment
- Extract personal life expenses from the files (such as salary, food, living material, tax, expenses on the internet, ...) (exclude expenses in project/work)
- Create a file named
total_budget.txtin the main directory - Format each expense entry as
file_path;price(one per line) - Add total sum as the last line, rounded to 2 decimal places
Output Format
The total_budget.txt file should contain:
- One expense per line in format:
file_path;price - File path should be the relative path from the main directory
- Price should be rounded to 2 decimal places
- Last line should be the total sum
- No additional text or explanations
Important Notes
- Only include personal life expenses (not in project/work)
- Use the cheapest available price when multiple options exist for one thing
- The total should match the sum of all individual expenses
- Hint: If a file contains 1 item for personal consumption, it means that all the entry in entire file is for personal consumption
Verify
Python
#!/usr/bin/env python3
"""
Verification script for Budget Computation Task
"""
import sys
from pathlib import Path
import os
from collections import Counter
def get_test_directory() -> Path:
"""Get the test directory from FILESYSTEM_TEST_DIR env var."""
test_root = os.environ.get("FILESYSTEM_TEST_DIR")
if not test_root:
raise ValueError("FILESYSTEM_TEST_DIR environment variable is required")
return Path(test_root)
def verify_total_budget_file_exists(test_dir: Path) -> bool:
"""Verify that the total_budget.txt file exists."""
budget_file = test_dir / "total_budget.txt"
if not budget_file.exists():
print("❌ File 'total_budget.txt' not found")
return False
print("✅ total_budget.txt file found")
return True
def verify_file_format(test_dir: Path) -> bool:
"""Verify that the total_budget.txt file has proper format."""
budget_file = test_dir / "total_budget.txt"
try:
content = budget_file.read_text()
lines = [line.strip() for line in content.split('\n') if line.strip()]
if len(lines) < 2:
print("❌ File must contain at least 2 lines (expenses + total)")
return False
# Check that all lines except the last follow the format file_path;price
for i, line in enumerate(lines[:-1]):
if ';' not in line:
print(f"❌ Line {i+1} does not contain ';' separator: {line}")
return False
parts = line.split(';')
if len(parts) != 2:
print(f"❌ Line {i+1} does not have exactly 2 parts: {line}")
return False
# Check if second part is a valid number
try:
float(parts[1])
except ValueError:
print(f"❌ Line {i+1} price is not a valid number: {parts[1]}")
return False
# Check if last line is a valid number (total)
try:
float(lines[-1])
except ValueError:
print(f"❌ Last line is not a valid number: {lines[-1]}")
return False
print("✅ File format is correct")
return True
except Exception as e:
print(f"❌ Error reading or parsing file: {e}")
return False
def verify_expense_entries(test_dir: Path) -> bool:
"""Verify that all 15 required expense entries are present."""
budget_file = test_dir / "total_budget.txt"
try:
content = budget_file.read_text()
lines = [line.strip() for line in content.split('\n') if line.strip()]
# Should have 16 lines total (15 expenses + 1 total)
if len(lines) != 16:
print(f"❌ Expected 16 lines (15 expenses + 1 total), found {len(lines)}")
return False
# Check that we have exactly 15 expense entries
expense_lines = lines[:-1] # All lines except the last
if len(expense_lines) != 15:
print(f"❌ Expected 15 expense entries, found {len(expense_lines)}")
return False
print("✅ File contains exactly 15 expense entries")
return True
except Exception as e:
print(f"❌ Error checking expense entries: {e}")
return False
def verify_file_paths_and_counts(test_dir: Path) -> bool:
"""Verify that all required file paths are present with correct counts."""
budget_file = test_dir / "total_budget.txt"
try:
content = budget_file.read_text()
lines = [line.strip() for line in content.split('\n') if line.strip()]
expense_lines = lines[:-1] # All lines except the last
# Extract file paths from expense lines
file_paths = []
for line in expense_lines:
file_path = line.split(';')[0]
file_paths.append(file_path)
# Count occurrences of each path
path_counts = Counter(file_paths)
# Expected file paths and their counts based on answer.txt
expected_paths = {
'Archives/tax_documents_2022.csv': 3,
'Documents/Personal/tax_info_2023.csv': 3,
'Documents/budget.csv': 3,
'Downloads/expenses.csv': 3,
'Downloads/price_comparisons.csv': 3
}
# Helper function to check if a path contains the expected path
def path_matches_expected(actual_path: str, expected_path: str) -> bool:
"""Check if actual path contains the expected path (allowing for prefixes like './')"""
# Remove common prefixes like './', '../', etc.
normalized_actual = actual_path
while normalized_actual.startswith('./') or normalized_actual.startswith('../'):
normalized_actual = normalized_actual[2:] if normalized_actual.startswith('./') else normalized_actual[3:]
# Check if the normalized path contains the expected path
return expected_path in normalized_actual or normalized_actual == expected_path
# Check if all expected paths are present with correct counts
for expected_path, expected_count in expected_paths.items():
# Find matching actual paths
matching_paths = []
for actual_path in path_counts.keys():
if path_matches_expected(actual_path, expected_path):
matching_paths.append(actual_path)
if not matching_paths:
print(f"❌ Missing expected file path: {expected_path}")
return False
# Sum up the counts from all matching paths
total_count = sum(path_counts[path] for path in matching_paths)
if total_count != expected_count:
print(f"❌ Path {expected_path} has wrong count: expected {expected_count}, found {total_count}")
print(f" Matching paths: {matching_paths}")
return False
# Check if there are any completely unexpected paths (not matching any expected path)
all_matching_paths = set()
for expected_path in expected_paths.keys():
for actual_path in path_counts.keys():
if path_matches_expected(actual_path, expected_path):
all_matching_paths.add(actual_path)
unexpected_paths = set(path_counts.keys()) - all_matching_paths
if unexpected_paths:
print(f"❌ Unexpected file paths found: {unexpected_paths}")
return False
print("✅ All expected file paths are present with correct counts")
return True
except Exception as e:
print(f"❌ Error checking file paths: {e}")
return False
def verify_individual_prices(test_dir: Path) -> bool:
"""Verify that all individual prices match the expected values."""
budget_file = test_dir / "total_budget.txt"
try:
content = budget_file.read_text()
lines = [line.strip() for line in content.split('\n') if line.strip()]
expense_lines = lines[:-1] # All lines except the last
# Expected prices based on answer.txt
expected_expenses = [
('Archives/tax_documents_2022.csv', 42000.00),
('Archives/tax_documents_2022.csv', 1800.00),
('Archives/tax_documents_2022.csv', 950.00),
('Documents/Personal/tax_info_2023.csv', 45000.00),
('Documents/Personal/tax_info_2023.csv', 2500.00),
('Documents/Personal/tax_info_2023.csv', 1200.00),
('Documents/budget.csv', 250.00),
('Documents/budget.csv', 180.00),
('Documents/budget.csv', 120.00),
('Downloads/expenses.csv', 45.99),
('Downloads/expenses.csv', 99.00),
('Downloads/expenses.csv', 234.50),
('Downloads/price_comparisons.csv', 879.99),
('Downloads/price_comparisons.csv', 289.99),
('Downloads/price_comparisons.csv', 74.99)
]
# Helper function to check if a path contains the expected path
def path_matches_expected(actual_path: str, expected_path: str) -> bool:
"""Check if actual path contains the expected path (allowing for prefixes like './')"""
# Remove common prefixes like './', '../', etc.
normalized_actual = actual_path
while normalized_actual.startswith('./') or normalized_actual.startswith('../'):
normalized_actual = normalized_actual[2:] if normalized_actual.startswith('./') else normalized_actual[3:]
# Check if the normalized path contains the expected path
return expected_path in normalized_actual or normalized_actual == expected_path
# Parse actual expenses
actual_expenses = []
for line in expense_lines:
parts = line.split(';')
file_path = parts[0]
price = float(parts[1])
actual_expenses.append((file_path, price))
# Create a counter for expected expenses to handle duplicates
expected_expenses_counter = Counter(expected_expenses)
actual_expenses_counter = Counter(actual_expenses)
# Check if all expected expenses are present with correct counts
for expected_expense, expected_count in expected_expenses_counter.items():
expected_path, expected_price = expected_expense
# Find matching actual expenses
matching_expenses = []
for actual_expense, actual_count in actual_expenses_counter.items():
actual_path, actual_price = actual_expense
if path_matches_expected(actual_path, expected_path) and abs(actual_price - expected_price) < 0.01:
matching_expenses.append(actual_expense)
if not matching_expenses:
print(f"❌ Missing expected expense: {expected_expense}")
return False
# Sum up the counts from all matching expenses
total_count = sum(actual_expenses_counter[expense] for expense in matching_expenses)
if total_count != expected_count:
print(f"❌ Expense {expected_expense} has wrong count: expected {expected_count}, found {total_count}")
print(f" Matching expenses: {matching_expenses}")
return False
# Check if there are any completely unexpected expenses (not matching any expected expense)
all_matching_expenses = set()
for expected_expense in expected_expenses_counter.keys():
expected_path, expected_price = expected_expense
for actual_expense in actual_expenses_counter.keys():
actual_path, actual_price = actual_expense
if path_matches_expected(actual_path, expected_path) and abs(actual_price - expected_price) < 0.01:
all_matching_expenses.add(actual_expense)
unexpected_expenses = set(actual_expenses_counter.keys()) - all_matching_expenses
if unexpected_expenses:
print(f"❌ Unexpected expenses found: {unexpected_expenses}")
return False
print("✅ All individual prices match expected values")
return True
except Exception as e:
print(f"❌ Error checking individual prices: {e}")
return False
def verify_total_price(test_dir: Path) -> bool:
"""Verify that the total price is correct."""
budget_file = test_dir / "total_budget.txt"
try:
content = budget_file.read_text()
lines = [line.strip() for line in content.split('\n') if line.strip()]
# Get the total from the last line
total_line = lines[-1]
try:
actual_total = float(total_line)
except ValueError:
print(f"❌ Last line is not a valid number: {total_line}")
return False
# Expected total based on answer.txt
expected_total = 95624.46
if abs(actual_total - expected_total) > 0.01: # Allow small floating point differences
print(f"❌ Expected total {expected_total}, found {actual_total}")
return False
print("✅ Total price is correct")
return True
except Exception as e:
print(f"❌ Error checking total price: {e}")
return False
def verify_total_calculation(test_dir: Path) -> bool:
"""Verify that the total matches the sum of individual expenses."""
budget_file = test_dir / "total_budget.txt"
try:
content = budget_file.read_text()
lines = [line.strip() for line in content.split('\n') if line.strip()]
expense_lines = lines[:-1] # All lines except the last
# Calculate sum of individual expenses
calculated_total = 0.0
for line in expense_lines:
price = float(line.split(';')[1])
calculated_total += price
# Get the stated total from the last line
stated_total = float(lines[-1])
# Check if they match (allow small floating point differences)
if abs(calculated_total - stated_total) > 0.01:
print(f"❌ Total calculation mismatch: calculated {calculated_total:.2f}, stated {stated_total:.2f}")
return False
print("✅ Total calculation is correct")
return True
except Exception as e:
print(f"❌ Error verifying total calculation: {e}")
return False
def main():
"""Main verification function."""
test_dir = get_test_directory()
print("🔍 Verifying Budget Computation Task...")
# Define verification steps
verification_steps = [
("Total Budget File Exists", verify_total_budget_file_exists),
("File Format", verify_file_format),
("Expense Entries Count", verify_expense_entries),
("File Paths and Counts", verify_file_paths_and_counts),
("Individual Prices", verify_individual_prices),
("Total Price", verify_total_price),
("Total Calculation", verify_total_calculation),
]
# Run all verification steps
all_passed = True
for step_name, verify_func in verification_steps:
print(f"\n--- {step_name} ---")
if not verify_func(test_dir):
all_passed = False
# Final result
print("\n" + "="*50)
if all_passed:
print("✅ Budget computation task completed successfully!")
print("🎉 All verification steps passed")
print("📊 Summary:")
print(" - 15 expense entries found")
print(" - 5 different file paths covered")
print(" - All individual prices correct")
print(" - Total price: $95,624.46")
print(" - Calculation verified")
sys.exit(0)
else:
print("❌ Budget computation task verification: FAIL")
print("Please check the errors above and ensure all requirements are met")
sys.exit(1)
if __name__ == "__main__":
main()