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The dataset generation failed
Error code: DatasetGenerationError Exception: TypeError Message: Couldn't cast array of type struct<image_id: string, flickr_original_url: string, flickr_300k_url: string, image_width: int64, image_height: int64, set_name: string, image_name: string, image_path: string, caption_id: int64, caption_str: string> to {'image_id': Value(dtype='string', id=None), 'image_classes': Sequence(feature=Value(dtype='string', id=None), length=-1, id=None), 'flickr_original_url': Value(dtype='string', id=None), 'flickr_300k_url': Value(dtype='string', id=None), 'image_width': Value(dtype='int64', id=None), 'image_height': Value(dtype='int64', id=None), 'set_name': Value(dtype='string', id=None), 'image_name': Value(dtype='string', id=None), 'image_path': Value(dtype='string', id=None), 'caption_id': Value(dtype='int64', id=None), 'caption_str': Value(dtype='string', id=None), 'caption_tokens': Sequence(feature=Value(dtype='string', id=None), length=-1, id=None), 'reference_strs': Sequence(feature=Value(dtype='string', id=None), length=-1, id=None), 'reference_tokens': Sequence(feature=Sequence(feature=Value(dtype='string', id=None), length=-1, id=None), length=-1, id=None)} Traceback: Traceback (most recent call last): File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single writer.write_table(table) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table pa_table = table_cast(pa_table, self._schema) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast return cast_table_to_schema(table, schema) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2261, in cast_table_to_schema arrays = [cast_array_to_feature(table[name], feature) for name, feature in features.items()] File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2261, in <listcomp> arrays = [cast_array_to_feature(table[name], feature) for name, feature in features.items()] File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1802, in wrapper return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks]) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1802, in <listcomp> return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks]) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2025, in cast_array_to_feature casted_array_values = _c(array.values, feature[0]) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1804, in wrapper return func(array, *args, **kwargs) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2122, in cast_array_to_feature raise TypeError(f"Couldn't cast array of type\n{_short_str(array.type)}\nto\n{_short_str(feature)}") TypeError: Couldn't cast array of type struct<image_id: string, flickr_original_url: string, flickr_300k_url: string, image_width: int64, image_height: int64, set_name: string, image_name: string, image_path: string, caption_id: int64, caption_str: string> to {'image_id': Value(dtype='string', id=None), 'image_classes': Sequence(feature=Value(dtype='string', id=None), length=-1, id=None), 'flickr_original_url': Value(dtype='string', id=None), 'flickr_300k_url': Value(dtype='string', id=None), 'image_width': Value(dtype='int64', id=None), 'image_height': Value(dtype='int64', id=None), 'set_name': Value(dtype='string', id=None), 'image_name': Value(dtype='string', id=None), 'image_path': Value(dtype='string', id=None), 'caption_id': Value(dtype='int64', id=None), 'caption_str': Value(dtype='string', id=None), 'caption_tokens': Sequence(feature=Value(dtype='string', id=None), length=-1, id=None), 'reference_strs': Sequence(feature=Value(dtype='string', id=None), length=-1, id=None), 'reference_tokens': Sequence(feature=Sequence(feature=Value(dtype='string', id=None), length=-1, id=None), length=-1, id=None)} The above exception was the direct cause of the following exception: Traceback (most recent call last): File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1529, in compute_config_parquet_and_info_response parquet_operations = convert_to_parquet(builder) File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1154, in convert_to_parquet builder.download_and_prepare( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare self._download_and_prepare( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare self._prepare_split(split_generator, **prepare_split_kwargs) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split for job_id, done, content in self._prepare_split_single( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2038, in _prepare_split_single raise DatasetGenerationError("An error occurred while generating the dataset") from e datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset
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dataset_type
string | dataset_name
string | dataset_version
float64 | data
list |
---|---|---|---|
train | textcaps | 0.1 | [{"image_id":"011e7e629fb9ae7b","image_classes":["Personal care","Perfume"],"flickr_original_url":"h(...TRUNCATED) |
train | textcaps | 0.1 | [{"image_id":"011e7e629fb9ae7b","flickr_original_url":"https://c4.staticflickr.com/4/3905/1521092569(...TRUNCATED) |
TextCaps in Vietnamese
This is Vietnamese version of TextCaps dataset. It has 109765 image-caption pairs for training, and 15830 ones for validation. It was built by using Google Translate API. The Vietnamese version has the almost metadata as English one. The Vietnamese version doesn't have the following keys for each data points.
caption_tokens
reference_tokens
reference_strs
image_classes
For English version, these keys are in English. Because my main focus is caption_str
, there aren't Vietnamese version for them. I'm limited by time and disk space.
I provide both English and Vietnamese .json files.
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