61 lines
2.1 KiB
Python
61 lines
2.1 KiB
Python
from pathlib import Path
|
|
|
|
from cloudpathlib import AzureBlobClient, AzureBlobPath
|
|
from loguru import logger
|
|
from tqdm.contrib.concurrent import process_map
|
|
import typer
|
|
|
|
app = typer.Typer()
|
|
|
|
|
|
def download_path(path: AzureBlobPath):
|
|
"""Downloads a single cloud path."""
|
|
try:
|
|
if path.is_file():
|
|
path.fspath # downloads cloud asset to local_cache_dir
|
|
return {"path": path, "status": "success"}
|
|
except Exception as exc:
|
|
logger.debug(f"Failed to download {path}. {exc}")
|
|
return {"path": path, "status": "failed", "message": str(exc)}
|
|
|
|
|
|
@app.command()
|
|
def main(
|
|
sas_url: str = typer.Option(
|
|
...,
|
|
help="Shared Access Signature URL that allows you to access the files (starting with "
|
|
"https://...). This can be either the SAS URL itself or a path to a file containing the "
|
|
"SAS URL, available from the competition datasets page.",
|
|
),
|
|
cloud_directory: str = typer.Option(
|
|
"az://.",
|
|
help="Cloudpathlib URI (`az://./<directory>`) for cloud directory to be downloaded.",
|
|
),
|
|
local_directory: Path = typer.Option(
|
|
"data",
|
|
help="Directory on your local machine to which the files are downloaded.",
|
|
),
|
|
):
|
|
"""Downloads the challenge dataset to your local machine."""
|
|
if Path(sas_url).exists():
|
|
logger.info(f"Loading SAS URL from {sas_url}")
|
|
sas_url = Path(sas_url).read_text().strip()
|
|
|
|
client = AzureBlobClient(account_url=sas_url, local_cache_dir=local_directory)
|
|
directory = client.CloudPath(cloud_directory)
|
|
logger.info("Retrieving path list.")
|
|
path_list = [
|
|
path
|
|
for path in directory.rglob("*")
|
|
if path._path.suffix.lower() in (".tif", ".geojson")
|
|
]
|
|
logger.info(f"Downloading {len(path_list)} files.")
|
|
results = process_map(download_path, path_list, total=len(path_list), chunksize=10)
|
|
failures = [result for result in results if result["status"] == "failed"]
|
|
if len(failures) > 0:
|
|
logger.warning(f"{len(failures)} files failed to download.")
|
|
|
|
|
|
if __name__ == "__main__":
|
|
app()
|