XrootDTargets
XrootDTargets#
To ease the work with files stored on the grid, b2luigi provides an Target implementation using XRootD. In the background, this relies on the Python bindings of the XRootD client and of course requires a working XRootD client installation.
Hint
The XRootD client is already installed in basf2 enviroments on cvmfs.
Hint
To access XRootD storage you will need a valid VOMS proxy.
To use the targets, you will need to overwrite the _get_output_file_target
function of your Task.
This requires some additional setup compared to the standard LocalTarget.
First you need to create a FileSystem object, which is used to connect to the XRootD server.
For that you need to provide the server address like so: root://<server_address>
.
Optionally, one can also set a scratch_dir which will be used to store temporary files when using the temporary_path context. (https://luigi.readthedocs.io/en/stable/api/luigi.target.html)
When entering this context, a temporary path will be created in the scratch_directory.
At leaving the context, the file will then be copied to the final location on the XRootD storage.
A full task using XrootDTargets could look like this:
from b2luigi.targets import XRootDTarget
from b2luigi.core.utils import create_output_filename
import b2luigi
class MyTask(b2luigi.Task):
def _get_output_file_target(self, base_filename: str, **kwargs) -> b2luigi.Target:
filename = create_output_filename(self, base_filename, result_dir="<path on your xrootd storage>")
fs = XrootDSystem("root://eospublic.cern.ch")
return XrootDTarget(filename, fs, scratch_dir)
def run(self):
file_name = "Hello_world.txt"
target = self._get_output_file_target(file_name)
with target.temporary_path() as temp_path:
with open(temp_path, "w") as f:
f.write("Hello World")
def output(self):
yield self.add_to_output("Hello_world.txt")