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import subprocess
from pathlib import Path
from dotenv import load_dotenv
import requests
########## Configs ##########
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("❌ DAGSHUB_TOKEN not found in .env")
def testar_conexao_dagshub(token):
print("🔐 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("✅ DagsHub connection OK")
return True
print(f"❌ Authentication failed ({response.status_code}): {response.text}")
return False
def install_dagshub_client():
print("🔧 Checking DagsHub client...")
try:
subprocess.run(["dagshub", "--help"], capture_output=True, text=True, check=True)
except (FileNotFoundError, subprocess.CalledProcessError):
print("📦 Installing DagsHub client...")
subprocess.run(["pip", "install", "dagshub", "--upgrade"], check=True)
def login_dagshub():
print("🔐 Performing automatic login to DagsHub via token...")
try:
subprocess.run(["dagshub", "login", "--token", DAGSHUB_TOKEN], check=True)
print("✅ Login successful")
except subprocess.CalledProcessError as e:
print(f"⚠️ Warning during login: {e.stderr}")
def upload_datasets():
print("📤 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"⚠️ Dataset not found: {dataset_path}, skipping...")
continue
print(f"📁 Uploading: {dataset_path}")
try:
subprocess.run([
"dagshub", "upload",
REPO_PATH,
dataset_path,
f"data/{path_obj.name}/",
"--bucket", "--update", "-v"
], check=True)
print(f"✅ Upload completed: {dataset_path}")
except subprocess.CalledProcessError as e:
print(f"❌ Upload error for {dataset_path}: {e.stderr}")
if __name__ == "__main__":
print("🚀 Starting upload to DagsHub bucket...")
if not testar_conexao_dagshub(DAGSHUB_TOKEN):
raise SystemExit("⛔ Invalid token or repository inaccessible.")
try:
install_dagshub_client()
login_dagshub()
upload_datasets()
print("✅ Upload completed successfully!")
except Exception as e:
print(f"❌ Error during process: {e}")
raise
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