Timeline Extraction
L3
FilesystemDesktop
Extract temporal event information from various desktop files and compile a comprehensive chronological timeline of activities and milestones.
Created by Lingjun Chen
2025-08-12
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 |
---|---|---|---|---|---|---|---|---|
gpt-5 | 4 /4 | 191.3s | 5.3 | 46,514 | 13,066 | 59,580 | ||
gemini-2-5-pro | 1 /4 | 88.7s | 7.5 | 69,078 | 8,308 | 77,386 | ||
grok-4 | 1 /4 | 180.5s | 5.8 | - | - | - | ||
o3 | 1 /4 | 95.9s | 12.3 | 72,422 | 6,527 | 78,949 | ||
claude-4-1-opus | 0 /1 | - | - | 240.9s | 16.0 | 188,507 | 3,860 | 192,367 |
claude-4-sonnet | 0 /4 | 94.3s | 8.3 | 92,071 | 2,991 | 95,062 | ||
deepseek-chat | 0 /4 | 139.1s | 6.5 | 54,358 | 2,256 | 56,614 | ||
k2 | 0 /4 | 128.4s | 9.8 | 71,429 | 1,793 | 73,221 | ||
qwen-3-coder | 0 /4 | 119.7s | 22.8 | 157,683 | 3,543 | 161,226 |
Task State
Task Initial State Files
Download ZIP package to view the complete file structure
desktop/
├── exp_logs/
│ ├── aug/
│ │ └── augmentation_log.txt
│ ├── project_1/
│ │ ├── data.csv
│ │ ├── model.py
│ │ └── README.md
│ ├── project_2/
│ │ ├── analysis_report.md
│ │ └── data_analysis.py
│ ├── sep/
│ │ └── september_summary.csv
│ ├── exp_record.md
│ ├── experiment_summary.md
│ └── results_record.csv
├── learning/
│ ├── 2024/
│ │ └── learning_progress.csv
│ ├── 2025/
│ │ └── learning_roadmap.md
│ ├── activities/
│ │ └── study_notes.py
│ ├── research/
│ │ └── research_topics.md
│ ├── schedule/
│ │ └── weekly_schedule.csv
│ └── learning_goals.md
├── music/
│ ├── beni/
│ │ └── playlist_manager.py
│ ├── jay_chou/
│ │ └── favorite_songs.csv
│ ├── jj_lin/
│ │ └── top_songs.txt
│ └── music_collection.md
├── old_homebrew/
│ ├── 2023-09-23_22/
│ │ ├── opt/
│ │ └── Users/
│ └── 2023-09-23_23/
│ ├── opt/
│ └── Users/
├── play/
│ ├── game_plan/
│ │ └── gaming_schedule.md
│ ├── hongkong_tour/
│ │ └── travel_itinerary.csv
│ ├── kit&shoes_collection/
│ │ └── inventory.py
│ └── others/
│ └── entertainment_planner.md
└── travel_plan/
├── travel_bucket_list.md
└── travel_calculator.py
Instruction
Verify
Python
#!/usr/bin/env python3
"""
Verification script for Desktop 2 Timeline Extraction Task
"""
import sys
from pathlib import Path
import os
import re
from datetime import datetime
from typing import List, Tuple, Set
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_timeline_file_exists(test_dir: Path) -> bool:
"""Verify that the timeline.txt file exists in the main directory."""
timeline_file = test_dir / "timeline.txt"
if not timeline_file.exists():
print("❌ 'timeline.txt' file not found in main directory")
return False
if not timeline_file.is_file():
print("❌ 'timeline.txt' exists but is not a file")
return False
print("✅ 'timeline.txt' file exists in main directory")
return True
def verify_timeline_file_readable(test_dir: Path) -> bool:
"""Verify that the timeline.txt file is readable."""
timeline_file = test_dir / "timeline.txt"
try:
content = timeline_file.read_text(encoding='utf-8')
if not content.strip():
print("❌ 'timeline.txt' file is empty")
return False
print("✅ 'timeline.txt' file is readable")
return True
except Exception as e:
print(f"❌ Error reading 'timeline.txt' file: {e}")
return False
def verify_line_count(test_dir: Path) -> bool:
"""Verify that the timeline.txt file has exactly 43 lines."""
timeline_file = test_dir / "timeline.txt"
try:
content = timeline_file.read_text(encoding='utf-8')
lines = [line.strip() for line in content.split('\n') if line.strip()]
if len(lines) != 43:
print(f"❌ Expected 43 lines, but found {len(lines)} lines")
return False
print(f"✅ File contains exactly {len(lines)} lines")
return True
except Exception as e:
print(f"❌ Error checking line count: {e}")
return False
def verify_line_format(test_dir: Path) -> bool:
"""Verify that each line contains both file path and date time information."""
timeline_file = test_dir / "timeline.txt"
try:
content = timeline_file.read_text(encoding='utf-8')
lines = [line.strip() for line in content.split('\n') if line.strip()]
# More flexible pattern: just check if line contains both path-like content and date-like content
date_pattern = r'\d{4}-\d{2}-\d{2}' # YYYY-MM-DD format
invalid_lines = []
for i, line in enumerate(lines, 1):
# Check if line contains a date
if not re.search(date_pattern, line):
invalid_lines.append(f"Line {i}: '{line}' (no valid date found)")
continue
# Check if line contains path-like content (contains '/' or '.' and not just a date)
# More flexible: look for path anywhere in the line, not just at the beginning
path_found = False
# Split line into words and look for path-like content
words = line.split()
for word in words:
# Check if word looks like a file path (contains '/' or '.' and not just a date)
if ('/' in word or '.' in word) and not re.match(r'^\d{4}-\d{2}-\d{2}$', word.strip()):
path_found = True
break
# Also check if line contains path-like content with colon separator
if ':' in line:
parts = line.split(':')
for part in parts:
if ('/' in part or '.' in part) and not re.match(r'^\d{4}-\d{2}-\d{2}$', part.strip()):
path_found = True
break
if not path_found:
invalid_lines.append(f"Line {i}: '{line}' (no valid path found)")
continue
if invalid_lines:
print(f"❌ Invalid line format found: {invalid_lines[:5]}...")
return False
print("✅ All lines contain both file path and date time information")
return True
except Exception as e:
print(f"❌ Error checking line format: {e}")
return False
def verify_date_format(test_dir: Path) -> bool:
"""Verify that all dates are in valid YYYY-MM-DD format."""
timeline_file = test_dir / "timeline.txt"
try:
content = timeline_file.read_text(encoding='utf-8')
lines = [line.strip() for line in content.split('\n') if line.strip()]
invalid_dates = []
for i, line in enumerate(lines, 1):
try:
# Find date pattern in the line (more flexible)
date_match = re.search(r'\d{4}-\d{2}-\d{2}', line)
if not date_match:
invalid_dates.append(f"Line {i}: '{line}' (no date found)")
continue
date_part = date_match.group()
datetime.strptime(date_part, '%Y-%m-%d')
except (IndexError, ValueError) as e:
invalid_dates.append(f"Line {i}: '{line}' (invalid date: {e})")
if invalid_dates:
print(f"❌ Invalid date format found: {invalid_dates[:5]}...")
return False
print("✅ All dates are in valid YYYY-MM-DD format")
return True
except Exception as e:
print(f"❌ Error checking date format: {e}")
return False
def verify_chronological_order(test_dir: Path) -> bool:
"""Verify that dates are in chronological order."""
timeline_file = test_dir / "timeline.txt"
try:
content = timeline_file.read_text(encoding='utf-8')
lines = [line.strip() for line in content.split('\n') if line.strip()]
dates = []
for line in lines:
# Find date pattern in the line (more flexible)
date_match = re.search(r'\d{4}-\d{2}-\d{2}', line)
if date_match:
date_obj = datetime.strptime(date_match.group(), '%Y-%m-%d')
dates.append(date_obj)
# Check if dates are in ascending order
for i in range(1, len(dates)):
if dates[i] < dates[i-1]:
print(f"❌ Date order violation: {dates[i-1].strftime('%Y-%m-%d')} comes after {dates[i].strftime('%Y-%m-%d')}")
return False
print("✅ All dates are in chronological order")
return True
except Exception as e:
print(f"❌ Error checking chronological order: {e}")
return False
def verify_expected_entries(test_dir: Path) -> bool:
"""Verify that all expected entries from answer.txt are present."""
timeline_file = test_dir / "timeline.txt"
try:
content = timeline_file.read_text(encoding='utf-8')
actual_lines = [line.strip() for line in content.split('\n') if line.strip()]
# Expected entries from answer.txt
expected_entries = {
"exp_logs/project_2/analysis_report.md:2024-01-01",
"learning/2024/learning_progress.csv:2024-01-01",
"exp_logs/experiment_summary.md:2024-01-05",
"play/kit&shoes_collection/inventory.py:2024-01-05",
"exp_logs/experiment_summary.md:2024-01-10",
"play/kit&shoes_collection/inventory.py:2024-01-10",
"exp_logs/aug/augmentation_log.txt:2024-01-15",
"exp_logs/experiment_summary.md:2024-01-15",
"play/kit&shoes_collection/inventory.py:2024-01-15",
"learning/2024/learning_progress.csv:2024-02-01",
"learning/2024/learning_progress.csv:2024-03-01",
"play/hongkong_tour/travel_itinerary.csv:2024-03-15",
"travel_plan/travel_calculator.py:2024-03-15",
"play/hongkong_tour/travel_itinerary.csv:2024-03-16",
"play/hongkong_tour/travel_itinerary.csv:2024-03-17",
"play/hongkong_tour/travel_itinerary.csv:2024-03-18",
"play/hongkong_tour/travel_itinerary.csv:2024-03-19",
"play/hongkong_tour/travel_itinerary.csv:2024-03-20",
"travel_plan/travel_bucket_list.md:2024-04-01",
"learning/2024/learning_progress.csv:2024-04-01",
"learning/2024/learning_progress.csv:2024-05-01",
"travel_plan/travel_bucket_list.md:2024-06-01",
"learning/2024/learning_progress.csv:2024-06-01",
"learning/2024/learning_progress.csv:2024-07-01",
"exp_logs/exp_record.md:2024-08-01",
"exp_logs/results_record.csv:2024-08-01",
"travel_plan/travel_bucket_list.md:2024-08-01",
"learning/2024/learning_progress.csv:2024-08-01",
"exp_logs/results_record.csv:2024-08-02",
"exp_logs/results_record.csv:2024-08-03",
"exp_logs/results_record.csv:2024-08-04",
"exp_logs/exp_record.md:2024-09-01",
"exp_logs/sep/september_summary.csv:2024-09-01",
"learning/2024/learning_progress.csv:2024-09-01",
"exp_logs/sep/september_summary.csv:2024-09-05",
"exp_logs/sep/september_summary.csv:2024-09-10",
"exp_logs/sep/september_summary.csv:2024-09-15",
"exp_logs/sep/september_summary.csv:2024-09-20",
"exp_logs/sep/september_summary.csv:2024-09-25",
"exp_logs/sep/september_summary.csv:2024-09-30",
"learning/2024/learning_progress.csv:2024-10-01",
"learning/2024/learning_progress.csv:2024-11-01",
"learning/2024/learning_progress.csv:2024-12-01"
}
# Check if each expected entry is found in actual lines (more flexible matching)
missing_entries = []
for expected in expected_entries:
expected_path, expected_date = expected.split(':')
found = False
for actual_line in actual_lines:
# Check if line contains both the expected path and date
# More flexible: path can be anywhere in the line, not just at the beginning
if expected_path in actual_line and expected_date in actual_line:
found = True
break
if not found:
missing_entries.append(expected)
# Check for extra entries (lines that don't match any expected pattern)
extra_entries = []
for actual_line in actual_lines:
# Extract date from actual line
date_match = re.search(r'\d{4}-\d{2}-\d{2}', actual_line)
if not date_match:
continue
actual_date = date_match.group()
# Try to extract file path from the line
actual_path = None
words = actual_line.split()
for word in words:
if ('/' in word or '.' in word) and not re.match(r'^\d{4}-\d{2}-\d{2}$', word.strip()):
actual_path = word
break
if not actual_path:
continue
# Find if this line matches any expected entry
found_expected = False
for expected in expected_entries:
expected_path, expected_date = expected.split(':')
if expected_path in actual_path and expected_date == actual_date:
found_expected = True
break
if not found_expected:
extra_entries.append(actual_line)
if missing_entries:
print(f"❌ Missing {len(missing_entries)} expected entries")
print(f" Examples: {missing_entries[:3]}")
return False
if extra_entries:
print(f"❌ Found {len(extra_entries)} unexpected entries")
print(f" Examples: {extra_entries[:3]}")
return False
print("✅ All expected entries are present, no extra entries")
return True
except Exception as e:
print(f"❌ Error checking expected entries: {e}")
return False
def verify_no_duplicates(test_dir: Path) -> bool:
"""Verify that there are no duplicate entries."""
timeline_file = test_dir / "timeline.txt"
try:
content = timeline_file.read_text(encoding='utf-8')
lines = [line.strip() for line in content.split('\n') if line.strip()]
if len(lines) != len(set(lines)):
print("❌ Duplicate entries found in timeline.txt")
return False
print("✅ No duplicate entries found")
return True
except Exception as e:
print(f"❌ Error checking for duplicates: {e}")
return False
def verify_file_paths_exist(test_dir: Path) -> bool:
"""Verify that all file paths mentioned in timeline.txt actually exist."""
timeline_file = test_dir / "timeline.txt"
try:
content = timeline_file.read_text(encoding='utf-8')
lines = [line.strip() for line in content.split('\n') if line.strip()]
missing_files = []
for line in lines:
# Try to extract file path from the line (more flexible)
file_path_found = False
# Method 1: Split by colon and check each part
if ':' in line:
parts = line.split(':')
for part in parts:
part = part.strip()
if part and ('/' in part or '.' in part) and not re.match(r'^\d{4}-\d{2}-\d{2}$', part):
# This looks like a file path
full_path = test_dir / part
if not full_path.exists():
missing_files.append(part)
file_path_found = True
break
# Method 2: Split into words and look for path-like content
if not file_path_found:
words = line.split()
for word in words:
word = word.strip()
if ('/' in word or '.' in word) and not re.match(r'^\d{4}-\d{2}-\d{2}$', word):
# This looks like a file path
full_path = test_dir / word
if not full_path.exists():
missing_files.append(word)
file_path_found = True
break
# Method 3: Look for path pattern in the entire line
if not file_path_found:
# Use regex to find path-like patterns
path_pattern = r'[a-zA-Z0-9_\-\.\/]+/[a-zA-Z0-9_\-\.\/]+'
path_matches = re.findall(path_pattern, line)
for match in path_matches:
if '.' in match or '/' in match:
full_path = test_dir / match
if not full_path.exists():
missing_files.append(match)
file_path_found = True
break
if missing_files:
print(f"❌ {len(missing_files)} referenced files do not exist")
print(f" Examples: {missing_files[:3]}")
return False
print("✅ All referenced file paths exist")
return True
except Exception as e:
print(f"❌ Error checking file paths: {e}")
return False
def main():
"""Main verification function."""
test_dir = get_test_directory()
print("🔍 Verifying Desktop Timeline Extraction Task...")
# Define verification steps
verification_steps = [
("Timeline File Exists", verify_timeline_file_exists),
("File is Readable", verify_timeline_file_readable),
("Correct Line Count", verify_line_count),
("Line Format", verify_line_format),
("Date Format", verify_date_format),
("Chronological Order", verify_chronological_order),
("Expected Entries", verify_expected_entries),
("No Duplicates", verify_no_duplicates),
("File Paths Exist", verify_file_paths_exist),
]
# 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("✅ Desktop 2 Timeline Extraction completed correctly!")
print("🎉 Task verification: PASS")
sys.exit(0)
else:
print("❌ Task verification: FAIL")
sys.exit(1)
if __name__ == "__main__":
main()