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| 1 | +"""Example to import datasets into Cytomine.""" |
| 2 | + |
| 3 | +import logging |
| 4 | +import os |
| 5 | +import sys |
| 6 | +from argparse import ArgumentParser |
| 7 | + |
| 8 | +from cytomine import Cytomine |
| 9 | +from cytomine.models import StorageCollection |
| 10 | + |
| 11 | +logging.basicConfig() |
| 12 | +logger = logging.getLogger("cytomine.client") |
| 13 | +logger.setLevel(logging.INFO) |
| 14 | + |
| 15 | + |
| 16 | +if __name__ == "__main__": |
| 17 | + parser = ArgumentParser(description="Example to import datasets into Cytomine") |
| 18 | + |
| 19 | + parser.add_argument( |
| 20 | + "--host", |
| 21 | + default="demo.cytomine.be", |
| 22 | + help="The Cytomine host", |
| 23 | + ) |
| 24 | + parser.add_argument( |
| 25 | + "--public_key", |
| 26 | + help="The Cytomine public key", |
| 27 | + ) |
| 28 | + parser.add_argument( |
| 29 | + "--private_key", |
| 30 | + help="The Cytomine private key", |
| 31 | + ) |
| 32 | + parser.add_argument( |
| 33 | + "--path", |
| 34 | + help="The path to the datasets to import", |
| 35 | + ) |
| 36 | + params, _ = parser.parse_known_args(sys.argv[1:]) |
| 37 | + |
| 38 | + with Cytomine( |
| 39 | + host=params.host, |
| 40 | + public_key=params.public_key, |
| 41 | + private_key=params.private_key, |
| 42 | + ) as cytomine: |
| 43 | + |
| 44 | + # Check that the datasets path exists on your file system |
| 45 | + if not os.path.exists(params.path): |
| 46 | + raise ValueError(f"{params.path} does not exist!") |
| 47 | + |
| 48 | + # To import the datasets, we need to know the ID of your Cytomine storage. |
| 49 | + storages = StorageCollection().fetch() |
| 50 | + storage = next( |
| 51 | + filter(lambda storage: storage.user == cytomine.current_user.id, storages) |
| 52 | + ) |
| 53 | + if not storage: |
| 54 | + raise ValueError("Storage not found") |
| 55 | + |
| 56 | + response = cytomine.import_datasets(params.path, storage.id) |
| 57 | + |
| 58 | + print(response) |
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