| import os |
| import subprocess |
| from pathlib import Path |
| from dotenv import load_dotenv |
| import requests |
|
|
| |
| load_dotenv(dotenv_path=Path(__file__).resolve().parent.parent / ".env") |
| DAGSHUB_TOKEN = os.getenv("DAGSHUB_TOKEN") |
| USERNAME = os.getenv("USERNAME") |
| REPO = os.getenv("REPO") |
| REPO_PATH = f"{USERNAME}/{REPO}" |
| |
|
|
| if not DAGSHUB_TOKEN: |
| raise ValueError("β DAGSHUB_TOKEN not found in .env") |
|
|
| def testar_conexao_dagshub(token): |
| print("π Testing DagsHub authentication...") |
| url = f"https://dagshub.com/api/v1/repos/{USERNAME}/{REPO}" |
| response = requests.get(url, auth=(USERNAME, token)) |
| if response.status_code == 200: |
| print("β
DagsHub connection OK") |
| return True |
| print(f"β Authentication failed ({response.status_code}): {response.text}") |
| return False |
|
|
| def install_dagshub_client(): |
| print("π§ Checking DagsHub client...") |
| try: |
| subprocess.run(["dagshub", "--help"], capture_output=True, text=True, check=True) |
| except (FileNotFoundError, subprocess.CalledProcessError): |
| print("π¦ Installing DagsHub client...") |
| subprocess.run(["pip", "install", "dagshub", "--upgrade"], check=True) |
|
|
| def login_dagshub(): |
| print("π Performing automatic login to DagsHub via token...") |
| try: |
| subprocess.run(["dagshub", "login", "--token", DAGSHUB_TOKEN], check=True) |
| print("β
Login successful") |
| except subprocess.CalledProcessError as e: |
| print(f"β οΈ Warning during login: {e.stderr}") |
|
|
| def upload_datasets(): |
| print("π€ Uploading datasets to DagsHub bucket...") |
|
|
| datasets_to_upload = [ |
| "datasets/FASDD" |
| ] |
| |
| for dataset_path in datasets_to_upload: |
| path_obj = Path(dataset_path) |
| if not path_obj.exists(): |
| print(f"β οΈ Dataset not found: {dataset_path}, skipping...") |
| continue |
|
|
| print(f"π Uploading: {dataset_path}") |
| try: |
| subprocess.run([ |
| "dagshub", "upload", |
| REPO_PATH, |
| dataset_path, |
| f"data/{path_obj.name}/", |
| "--bucket", "--update", "-v" |
| ], check=True) |
| print(f"β
Upload completed: {dataset_path}") |
| except subprocess.CalledProcessError as e: |
| print(f"β Upload error for {dataset_path}: {e.stderr}") |
|
|
| if __name__ == "__main__": |
| print("π Starting upload to DagsHub bucket...") |
|
|
| if not testar_conexao_dagshub(DAGSHUB_TOKEN): |
| raise SystemExit("β Invalid token or repository inaccessible.") |
|
|
| try: |
| install_dagshub_client() |
| login_dagshub() |
| upload_datasets() |
| print("β
Upload completed successfully!") |
| except Exception as e: |
| print(f"β Error during process: {e}") |
| raise |
|
|