Error loading dataset
#1
by
krishnagarg09
- opened
Could you please take a look? It looks like training set is loaded properly but error occurred while loading validation set.
Downloading readme: 100%|███████████████████████████████████████████| 33.0/33.0 [00:00<00:00, 190kB/s]
Downloading data: 100%|████████████████████████████████████████████| 640M/640M [00:12<00:00, 52.5MB/s]
Downloading data: 100%|██████████████████████████████████████████| 24.0M/24.0M [00:00<00:00, 69.2MB/s]
Downloading data: 100%|██████████████████████████████████████████| 24.0M/24.0M [00:00<00:00, 57.6MB/s]
Downloading data files: 100%|███████████████████████████████████████████| 3/3 [00:12<00:00, 4.32s/it]
Extracting data files: 100%|██████████████████████████████████████████| 3/3 [00:00<00:00, 2849.39it/s]
Generating train split: 514154 examples [00:01, 439659.72 examples/s]
Generating validation split: 0 examples [00:00, ? examples/s]
Traceback (most recent call last):
File "/home/kgarg8/miniconda3/envs/llm4kp_env/lib/python3.11/site-packages/datasets/builder.py", line 1940, in _prepare_split_single
writer.write_table(table)
File "/home/kgarg8/miniconda3/envs/llm4kp_env/lib/python3.11/site-packages/datasets/arrow_writer.py", line 572, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/kgarg8/miniconda3/envs/llm4kp_env/lib/python3.11/site-packages/datasets/table.py", line 2328, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/kgarg8/miniconda3/envs/llm4kp_env/lib/python3.11/site-packages/datasets/table.py", line 2286, in cast_table_to_schema
raise ValueError(f"Couldn't cast\n{table.schema}\nto\n{features}\nbecause column names don't match")
ValueError: Couldn't cast
abstract: string
keywords: string
title: string
to
{'id': Value(dtype='string', id=None), 'title': Value(dtype='string', id=None), 'abstract': Value(dtype='string', id=None), 'keywords': Sequence(feature=V
alue(dtype='string', id=None), length=-1, id=None)}
because column names don't match
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/Data-nvme/kgarg8/LLM4KP/kp_train3_memray_dataset.py", line 82, in <module>
data = load_dataset("memray/kp20k", use_auth_token=True)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/kgarg8/miniconda3/envs/llm4kp_env/lib/python3.11/site-packages/datasets/load.py", line 2136, in load_dataset
builder_instance.download_and_prepare(
File "/home/kgarg8/miniconda3/envs/llm4kp_env/lib/python3.11/site-packages/datasets/builder.py", line 954, in download_and_prepare
self._download_and_prepare(
File "/home/kgarg8/miniconda3/envs/llm4kp_env/lib/python3.11/site-packages/datasets/builder.py", line 1049, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/home/kgarg8/miniconda3/envs/llm4kp_env/lib/python3.11/site-packages/datasets/builder.py", line 1813, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/home/kgarg8/miniconda3/envs/llm4kp_env/lib/python3.11/site-packages/datasets/builder.py", line 1958, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.builder.DatasetGenerationError: An error occurred while generating the dataset
Hi @krishnagarg09 ,
I didn't implement a parser for this dataset.
Can you try downloading the data manually and loading it as a regular jsonl file?
Best,
Rui
memray
changed discussion status to
closed