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Cannot get the split names for the dataset.

Error code:   SplitsNamesError
Exception:    SplitsNotFoundError
Message:      The split names could not be parsed from the dataset config.
Traceback:    Traceback (most recent call last):
                File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/datasets/inspect.py", line 388, in get_dataset_config_info
                  for split_generator in builder._split_generators(
                File "/tmp/modules-cache/datasets_modules/datasets/ydshieh--coco_dataset_script/e033205c0266a54c10be132f9264f2a39dcf893e798f6756d224b1ff5078998f/coco_dataset_script.py", line 112, in _split_generators
                  raise ValueError(
              ValueError: This script is supposed to work with local (downloaded) COCO dataset. The argument `data_dir` in `load_dataset()` is required.
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/workers/datasets_based/src/datasets_based/workers/splits.py", line 119, in compute_splits_response
                  split_items = get_dataset_split_full_names(dataset=dataset, use_auth_token=use_auth_token)
                File "/src/workers/datasets_based/src/datasets_based/workers/splits.py", line 76, in get_dataset_split_full_names
                  return [
                File "/src/workers/datasets_based/src/datasets_based/workers/splits.py", line 79, in <listcomp>
                  for split in get_dataset_split_names(path=dataset, config_name=config, use_auth_token=use_auth_token)
                File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/datasets/inspect.py", line 442, in get_dataset_split_names
                  info = get_dataset_config_info(
                File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/datasets/inspect.py", line 393, in get_dataset_config_info
                  raise SplitsNotFoundError("The split names could not be parsed from the dataset config.") from err
              datasets.inspect.SplitsNotFoundError: The split names could not be parsed from the dataset config.

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Usage

For testing purpose, you can use the hosted dummy dataset (dummy_data) as follows:

import datasets
ds = datasets.load_dataset("ydshieh/coco_dataset_script", "2017", data_dir="./dummy_data/")

For using the COCO dataset (2017), you need to download it manually first:

wget http://images.cocodataset.org/zips/train2017.zip
wget http://images.cocodataset.org/zips/val2017.zip
wget http://images.cocodataset.org/zips/test2017.zip
wget http://images.cocodataset.org/annotations/annotations_trainval2017.zip
wget http://images.cocodataset.org/annotations/image_info_test2017.zip

Then to load the dataset:

COCO_DIR = ...(path to the downloaded dataset directory)...
ds = datasets.load_dataset("ydshieh/coco_dataset_script", "2017", data_dir=COCO_DIR)

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