Requirements Writing

L3
ModelContextProtocolFilesystemVoteNet

Generate a complete requirements.txt file containing all necessary Python dependencies for running the VoteNet codebase successfully.

Created by Lingjun Chen
2025-08-13
Code ExplorationCross Referencing

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
Claude
claude-4-1-opus
0
/1
--
244.1s
18.0
372,125
2,990
375,115
Claude
claude-4-sonnet
0
/4
94.4s
10.5
248,238
2,056
250,293
DeepSeek
deepseek-chat
0
/4
176.8s
19.5
143,220
2,018
145,239
Gemini
gemini-2-5-pro
0
/4
47.7s
7.3
17,097
3,148
20,244
OpenAI
gpt-5
0
/4
295.0s
19.0
625,679
15,469
641,148
Grok
grok-4
0
/4
115.5s
22.0
-
-
-
MoonshotAI
k2
0
/4
110.3s
20.3
216,180
1,957
218,137
OpenAI
o3
0
/4
204.8s
47.5
649,570
10,429
659,998
Qwen
qwen-3-coder
0
/4
73.6s
12.3
130,664
1,358
132,022

Task State

Task Initial State Files
Download ZIP package to view the complete file structure
votenet/ ├── doc/ │ ├── teaser.jpg │ └── tips.md ├── models/ │ ├── ap_helper.py │ ├── backbone_module.py │ ├── boxnet.py │ ├── dump_helper.py │ ├── loss_helper.py │ ├── loss_helper_boxnet.py │ ├── proposal_module.py │ ├── votenet.py │ └── voting_module.py ├── pointnet2/ │ ├── _ext_src/ │ │ ├── include/ │ │ │ ├── ball_query.h │ │ │ ├── cuda_utils.h │ │ │ ├── group_points.h │ │ │ ├── interpolate.h │ │ │ ├── sampling.h │ │ │ └── utils.h │ │ └── src/ │ │ ├── ball_query.cpp │ │ ├── ball_query_gpu.cu │ │ ├── bindings.cpp │ │ ├── group_points.cpp │ │ ├── group_points_gpu.cu │ │ ├── interpolate.cpp │ │ ├── interpolate_gpu.cu │ │ ├── sampling.cpp │ │ └── sampling_gpu.cu │ ├── pointnet2_modules.py │ ├── pointnet2_test.py │ ├── pointnet2_utils.py │ ├── pytorch_utils.py │ └── setup.py ├── scannet/ │ ├── meta_data/ │ │ ├── scannet_means.npz │ │ ├── scannet_train.txt │ │ ├── scannetv2-labels.combined.tsv │ │ ├── scannetv2_test.txt │ │ ├── scannetv2_train.txt │ │ └── scannetv2_val.txt │ ├── scans/ │ ├── batch_load_scannet_data.py │ ├── data_viz.py │ ├── load_scannet_data.py │ ├── model_util_scannet.py │ ├── README.md │ ├── scannet_detection_dataset.py │ └── scannet_utils.py ├── sunrgbd/ │ ├── matlab/ │ │ ├── extract_rgbd_data_v1.m │ │ ├── extract_rgbd_data_v2.m │ │ └── extract_split.m │ ├── OFFICIAL_SUNRGBD/ │ ├── sunrgbd_trainval/ │ ├── model_util_sunrgbd.py │ ├── README.md │ ├── sunrgbd_data.py │ ├── sunrgbd_detection_dataset.py │ └── sunrgbd_utils.py ├── utils/ │ ├── box_util.py │ ├── eval_det.py │ ├── metric_util.py │ ├── nms.py │ ├── nn_distance.py │ ├── pc_util.py │ ├── tf_logger.py │ └── tf_visualizer.py ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── demo.py ├── eval.py ├── LICENSE ├── README.md └── train.py

Instruction



Verify

*.py
Python
#!/usr/bin/env python3
"""
Verification script for VoteNet Task: Create Requirements.txt File
"""

import sys
from pathlib import Path
import os

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_requirements_file_exists(test_dir: Path) -> bool:
    """Verify that the requirements.txt file exists."""
    requirements_file = test_dir / "requirements.txt"
    
    if not requirements_file.exists():
        print("❌ File 'requirements.txt' not found")
        return False
    
    print("✅ Requirements.txt file found")
    return True

def verify_requirements_file_readable(test_dir: Path) -> bool:
    """Verify that the requirements.txt file is readable."""
    requirements_file = test_dir / "requirements.txt"
    
    try:
        content = requirements_file.read_text()
        if not content.strip():
            print("❌ Requirements.txt file is empty")
            return False
        
        print("✅ Requirements.txt file is readable")
        return True
        
    except Exception as e:
        print(f"❌ Error reading requirements.txt file: {e}")
        return False

def verify_required_dependencies_present(test_dir: Path) -> bool:
    """Verify that all required dependencies are present."""
    requirements_file = test_dir / "requirements.txt"
    
    try:
        content = requirements_file.read_text()
        
        # Required dependencies from answer.txt
        required_deps = [
            "matplotlib",
            "opencv", 
            "plyfile",
            "trimesh",
            "pointnet2",
            "networkx"
        ]
        
        missing_deps = []
        found_deps = []
        
        for dep in required_deps:
            if dep.lower() in content.lower():
                found_deps.append(dep)
            else:
                missing_deps.append(dep)
        
        if missing_deps:
            print(f"❌ Missing required dependencies: {missing_deps}")
            return False
        
        print(f"✅ All required dependencies found: {found_deps}")
        return True
        
    except Exception as e:
        print(f"❌ Error checking dependencies: {e}")
        return False

def verify_file_format(test_dir: Path) -> bool:
    """Verify that the requirements.txt file has proper format."""
    requirements_file = test_dir / "requirements.txt"
    
    try:
        content = requirements_file.read_text()
        lines = content.split('\n')
        
        # Check if file has content and proper line structure
        if not content.strip():
            print("❌ File is completely empty")
            return False
        
        # Check if there are multiple lines (indicating multiple dependencies)
        non_empty_lines = [line.strip() for line in lines if line.strip()]
        if len(non_empty_lines) < 3:  # Should have at least 3 dependencies
            print("❌ File seems to have too few dependencies")
            return False
        
        print("✅ File format is acceptable")
        return True
        
    except Exception as e:
        print(f"❌ Error checking file format: {e}")
        return False

def verify_no_duplicate_entries(test_dir: Path) -> bool:
    """Verify that there are no duplicate dependency entries."""
    requirements_file = test_dir / "requirements.txt"
    
    try:
        content = requirements_file.read_text()
        lines = [line.strip().lower() for line in content.split('\n') if line.strip()]
        
        # Check for duplicates
        if len(lines) != len(set(lines)):
            print("❌ File contains duplicate entries")
            return False
        
        print("✅ No duplicate entries found")
        return True
        
    except Exception as e:
        print(f"❌ Error checking for duplicates: {e}")
        return False

def main():
    """Main verification function."""
    test_dir = get_test_directory()
    print("🔍 Verifying VoteNet Task: Create Requirements.txt File...")
    
    # Define verification steps
    verification_steps = [
        ("Requirements File Exists", verify_requirements_file_exists),
        ("File is Readable", verify_requirements_file_readable),
        ("Required Dependencies Present", verify_required_dependencies_present),
        ("File Format", verify_file_format),
        ("No Duplicate Entries", verify_no_duplicate_entries),
    ]
    
    # 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("✅ Requirements.txt file successfully created with all required dependencies!")
        print("🎉 Task verification: PASS")
        sys.exit(0)
    else:
        print("❌ Task verification: FAIL")
        sys.exit(1)

if __name__ == "__main__":
    main()