Datasets:

khanhduong
/

SLAKE_en

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The dataset generation failed because of a cast error

Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 11 new columns ({'img_name', 'content_type', 'img_id', 'question', 'modality', 'answer', 'location', 'q_lang', 'base_type', 'triple', 'qid'}) and 3 missing columns ({'image', 'id', 'conversations'}).

This happened while the json dataset builder was generating data using

hf://datasets/khanhduong/SLAKE_en/validation.json (at revision 676045908e3df875d660dc633900699dad59a637)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1869, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 580, 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 2292, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              img_id: int64
              img_name: string
              question: string
              answer: string
              q_lang: string
              location: string
              modality: string
              answer_type: string
              base_type: string
              triple: list<item: string>
                child 0, item: string
              qid: int64
              content_type: string
              -- schema metadata --
              pandas: '{"index_columns": [], "column_indexes": [], "columns": [{"name":' + 1556
              to
              {'id': Value(dtype='int64', id=None), 'image': Value(dtype='string', id=None), 'conversations': [{'from': Value(dtype='string', id=None), 'value': Value(dtype='string', id=None)}], 'answer_type': Value(dtype='string', id=None)}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1392, 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 1041, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 999, 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 1740, 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 1871, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 11 new columns ({'img_name', 'content_type', 'img_id', 'question', 'modality', 'answer', 'location', 'q_lang', 'base_type', 'triple', 'qid'}) and 3 missing columns ({'image', 'id', 'conversations'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/khanhduong/SLAKE_en/validation.json (at revision 676045908e3df875d660dc633900699dad59a637)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

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id int64	image string	conversations list	answer_type string
151	xmlab120/source.jpg	[ { "from": "human", "value": "<image>\nWhat modality is used to take this image?" }, { "from": "gpt", "value": "X-Ray" } ]	OPEN
152	xmlab120/source.jpg	[ { "from": "human", "value": "<image>\nWhich part of the body does this image belong to?" }, { "from": "gpt", "value": "Chest" } ]	OPEN
153	xmlab120/source.jpg	[ { "from": "human", "value": "<image>\nAre there abnormalities in this image?" }, { "from": "gpt", "value": "Yes" } ]	CLOSED
154	xmlab120/source.jpg	[ { "from": "human", "value": "<image>\nWhat is the largest organ in the picture?" }, { "from": "gpt", "value": "Lung" } ]	OPEN
155	xmlab120/source.jpg	[ { "from": "human", "value": "<image>\nWhat diseases are included in the picture?" }, { "from": "gpt", "value": "Effusion" } ]	OPEN
156	xmlab120/source.jpg	[ { "from": "human", "value": "<image>\nWhere is/are the abnormality located?" }, { "from": "gpt", "value": "Right Lung, Lower Left" } ]	OPEN
157	xmlab120/source.jpg	[ { "from": "human", "value": "<image>\nIs the lung healthy?" }, { "from": "gpt", "value": "No" } ]	CLOSED
158	xmlab122/source.jpg	[ { "from": "human", "value": "<image>\nWhat modality is used to take this image?" }, { "from": "gpt", "value": "X-Ray" } ]	OPEN
159	xmlab122/source.jpg	[ { "from": "human", "value": "<image>\nWhich part of the body does this image belong to?" }, { "from": "gpt", "value": "Chest" } ]	OPEN
160	xmlab122/source.jpg	[ { "from": "human", "value": "<image>\nAre there abnormalities in this image?" }, { "from": "gpt", "value": "Yes" } ]	CLOSED
161	xmlab122/source.jpg	[ { "from": "human", "value": "<image>\nWhat is the largest organ in the picture?" }, { "from": "gpt", "value": "Lung" } ]	OPEN
162	xmlab122/source.jpg	[ { "from": "human", "value": "<image>\nWhat diseases are included in the picture?" }, { "from": "gpt", "value": "Noudle" } ]	OPEN
163	xmlab122/source.jpg	[ { "from": "human", "value": "<image>\nWhere is/are the abnormality located?" }, { "from": "gpt", "value": "Left Lung, Upper Right" } ]	OPEN
164	xmlab122/source.jpg	[ { "from": "human", "value": "<image>\nIs the lung healthy?" }, { "from": "gpt", "value": "No" } ]	CLOSED
165	xmlab123/source.jpg	[ { "from": "human", "value": "<image>\nWhat modality is used to take this image?" }, { "from": "gpt", "value": "X-Ray" } ]	OPEN
166	xmlab123/source.jpg	[ { "from": "human", "value": "<image>\nWhich part of the body does this image belong to?" }, { "from": "gpt", "value": "Chest" } ]	OPEN
167	xmlab123/source.jpg	[ { "from": "human", "value": "<image>\nAre there abnormalities in this image?" }, { "from": "gpt", "value": "Yes" } ]	CLOSED
168	xmlab123/source.jpg	[ { "from": "human", "value": "<image>\nWhat is the largest organ in the picture?" }, { "from": "gpt", "value": "Lung" } ]	OPEN
169	xmlab123/source.jpg	[ { "from": "human", "value": "<image>\nWhat diseases are included in the picture?" }, { "from": "gpt", "value": "Cardiomegaly, Pneumothorax" } ]	OPEN
170	xmlab123/source.jpg	[ { "from": "human", "value": "<image>\nWhere is/are the abnormality located?" }, { "from": "gpt", "value": "Center, Left Lung" } ]	OPEN
171	xmlab123/source.jpg	[ { "from": "human", "value": "<image>\nIs the lung healthy?" }, { "from": "gpt", "value": "No" } ]	CLOSED
172	xmlab123/source.jpg	[ { "from": "human", "value": "<image>\nWhich organ is abnormal, heart or lung?" }, { "from": "gpt", "value": "Both" } ]	CLOSED
173	xmlab125/source.jpg	[ { "from": "human", "value": "<image>\nWhat modality is used to take this image?" }, { "from": "gpt", "value": "X-Ray" } ]	OPEN
174	xmlab125/source.jpg	[ { "from": "human", "value": "<image>\nWhich part of the body does this image belong to?" }, { "from": "gpt", "value": "Chest" } ]	OPEN
175	xmlab125/source.jpg	[ { "from": "human", "value": "<image>\nDoes this image look abnormal?" }, { "from": "gpt", "value": "Yes" } ]	CLOSED
176	xmlab125/source.jpg	[ { "from": "human", "value": "<image>\nWhat is the largest organ in the picture?" }, { "from": "gpt", "value": "Lung" } ]	OPEN
177	xmlab125/source.jpg	[ { "from": "human", "value": "<image>\nWhat diseases are included in the picture?" }, { "from": "gpt", "value": "Nodule" } ]	OPEN
178	xmlab125/source.jpg	[ { "from": "human", "value": "<image>\nWhere is/are the abnormality located?" }, { "from": "gpt", "value": "Left Lung, Lower Right" } ]	OPEN
179	xmlab125/source.jpg	[ { "from": "human", "value": "<image>\nIs the lung healthy?" }, { "from": "gpt", "value": "No" } ]	CLOSED
180	xmlab126/source.jpg	[ { "from": "human", "value": "<image>\nWhat modality is used to take this image?" }, { "from": "gpt", "value": "X-Ray" } ]	OPEN
181	xmlab126/source.jpg	[ { "from": "human", "value": "<image>\nWhich part of the body does this image belong to?" }, { "from": "gpt", "value": "Chest" } ]	OPEN
182	xmlab126/source.jpg	[ { "from": "human", "value": "<image>\nWhat is the largest organ in the picture?" }, { "from": "gpt", "value": "Lung" } ]	OPEN
183	xmlab126/source.jpg	[ { "from": "human", "value": "<image>\nWhat diseases are included in the picture?" }, { "from": "gpt", "value": "Atelectasis" } ]	OPEN
184	xmlab126/source.jpg	[ { "from": "human", "value": "<image>\nWhere is/are the abnormality located?" }, { "from": "gpt", "value": "Right Lung, Left" } ]	OPEN
185	xmlab126/source.jpg	[ { "from": "human", "value": "<image>\nAre there abnormalities in this image?" }, { "from": "gpt", "value": "Yes" } ]	CLOSED
186	xmlab126/source.jpg	[ { "from": "human", "value": "<image>\nDoes the lung look healthy?" }, { "from": "gpt", "value": "No" } ]	CLOSED
187	xmlab131/source.jpg	[ { "from": "human", "value": "<image>\nWhat modality is used to take this image?" }, { "from": "gpt", "value": "X-Ray" } ]	OPEN
188	xmlab131/source.jpg	[ { "from": "human", "value": "<image>\nWhich part of the body does this image belong to?" }, { "from": "gpt", "value": "Chest" } ]	OPEN
189	xmlab131/source.jpg	[ { "from": "human", "value": "<image>\nAre there abnormalities in this image?" }, { "from": "gpt", "value": "Yes" } ]	CLOSED
190	xmlab131/source.jpg	[ { "from": "human", "value": "<image>\nWhat is the largest organ in the picture?" }, { "from": "gpt", "value": "Lung" } ]	OPEN
191	xmlab131/source.jpg	[ { "from": "human", "value": "<image>\nWhat diseases are included in the picture?" }, { "from": "gpt", "value": "Atelectasis" } ]	OPEN
192	xmlab131/source.jpg	[ { "from": "human", "value": "<image>\nWhere is/are the abnormality located?" }, { "from": "gpt", "value": "Right Lung, Lower Left" } ]	OPEN
193	xmlab131/source.jpg	[ { "from": "human", "value": "<image>\nIs the lung healthy?" }, { "from": "gpt", "value": "No" } ]	CLOSED
194	xmlab132/source.jpg	[ { "from": "human", "value": "<image>\nWhat modality is used to take this image?" }, { "from": "gpt", "value": "X-Ray" } ]	OPEN
195	xmlab132/source.jpg	[ { "from": "human", "value": "<image>\nWhich part of the body does this image belong to?" }, { "from": "gpt", "value": "Chest" } ]	OPEN
196	xmlab132/source.jpg	[ { "from": "human", "value": "<image>\nAre there abnormalities in this image?" }, { "from": "gpt", "value": "Yes" } ]	CLOSED
197	xmlab132/source.jpg	[ { "from": "human", "value": "<image>\nWhat is the largest organ in the picture?" }, { "from": "gpt", "value": "Lung" } ]	OPEN
198	xmlab132/source.jpg	[ { "from": "human", "value": "<image>\nWhat diseases are included in the picture?" }, { "from": "gpt", "value": "Cardiomegal" } ]	OPEN
199	xmlab132/source.jpg	[ { "from": "human", "value": "<image>\nWhere is/are the abnormality located?" }, { "from": "gpt", "value": "Center" } ]	OPEN
200	xmlab132/source.jpg	[ { "from": "human", "value": "<image>\nWhich organ is abnormal, heart or lung?" }, { "from": "gpt", "value": "Heart" } ]	CLOSED
201	xmlab133/source.jpg	[ { "from": "human", "value": "<image>\nWhat modality is used to take this image?" }, { "from": "gpt", "value": "X-Ray" } ]	OPEN
202	xmlab133/source.jpg	[ { "from": "human", "value": "<image>\nWhich part of the body does this image belong to?" }, { "from": "gpt", "value": "Chest" } ]	OPEN
203	xmlab133/source.jpg	[ { "from": "human", "value": "<image>\nAre there abnormalities in this image?" }, { "from": "gpt", "value": "Yes" } ]	CLOSED
204	xmlab133/source.jpg	[ { "from": "human", "value": "<image>\nWhat is the largest organ in the picture?" }, { "from": "gpt", "value": "Lung" } ]	OPEN
205	xmlab133/source.jpg	[ { "from": "human", "value": "<image>\nWhat diseases are included in the picture?" }, { "from": "gpt", "value": "Pneumonia" } ]	OPEN
206	xmlab133/source.jpg	[ { "from": "human", "value": "<image>\nWhere is/are the abnormality located?" }, { "from": "gpt", "value": "Left Lung, Right" } ]	OPEN
207	xmlab133/source.jpg	[ { "from": "human", "value": "<image>\nIs the lung healthy?" }, { "from": "gpt", "value": "No" } ]	CLOSED
208	xmlab133/source.jpg	[ { "from": "human", "value": "<image>\nWhich organ is abnormal, heart or lung?" }, { "from": "gpt", "value": "Lung" } ]	CLOSED
209	xmlab134/source.jpg	[ { "from": "human", "value": "<image>\nWhat modality is used to take this image?" }, { "from": "gpt", "value": "X-Ray" } ]	OPEN
210	xmlab134/source.jpg	[ { "from": "human", "value": "<image>\nWhich part of the body does this image belong to?" }, { "from": "gpt", "value": "Chest" } ]	OPEN
211	xmlab134/source.jpg	[ { "from": "human", "value": "<image>\nAre there abnormalities in this image?" }, { "from": "gpt", "value": "Yes" } ]	CLOSED
212	xmlab134/source.jpg	[ { "from": "human", "value": "<image>\nWhat is the largest organ in the picture?" }, { "from": "gpt", "value": "Lung" } ]	OPEN
213	xmlab134/source.jpg	[ { "from": "human", "value": "<image>\nWhat diseases are included in the picture?" }, { "from": "gpt", "value": "Cardiomega" } ]	OPEN
214	xmlab134/source.jpg	[ { "from": "human", "value": "<image>\nWhere is/are the abnormality located?" }, { "from": "gpt", "value": "Center" } ]	OPEN
215	xmlab134/source.jpg	[ { "from": "human", "value": "<image>\nWhich organ is abnormal, heart or lung?" }, { "from": "gpt", "value": "Heart" } ]	CLOSED
216	xmlab136/source.jpg	[ { "from": "human", "value": "<image>\nWhat modality is used to take this image?" }, { "from": "gpt", "value": "X-Ray" } ]	OPEN
217	xmlab136/source.jpg	[ { "from": "human", "value": "<image>\nWhich part of the body does this image belong to?" }, { "from": "gpt", "value": "Chest" } ]	OPEN
218	xmlab136/source.jpg	[ { "from": "human", "value": "<image>\nWhat is the largest organ in the picture?" }, { "from": "gpt", "value": "Lung" } ]	OPEN
219	xmlab136/source.jpg	[ { "from": "human", "value": "<image>\nWhat diseases are included in the picture?" }, { "from": "gpt", "value": "Atelectasis" } ]	OPEN
220	xmlab136/source.jpg	[ { "from": "human", "value": "<image>\nWhere is/are the abnormality located?" }, { "from": "gpt", "value": "Left Lung, Right" } ]	OPEN
221	xmlab136/source.jpg	[ { "from": "human", "value": "<image>\nAre there abnormalities in this image?" }, { "from": "gpt", "value": "Yes" } ]	CLOSED
222	xmlab136/source.jpg	[ { "from": "human", "value": "<image>\nDoes the lung look abnormal?" }, { "from": "gpt", "value": "Yes" } ]	CLOSED
223	xmlab136/source.jpg	[ { "from": "human", "value": "<image>\nWhich organ is abnormal, heart or lung?" }, { "from": "gpt", "value": "Lung" } ]	CLOSED
224	xmlab137/source.jpg	[ { "from": "human", "value": "<image>\nWhat modality is used to take this image?" }, { "from": "gpt", "value": "X-Ray" } ]	OPEN
225	xmlab137/source.jpg	[ { "from": "human", "value": "<image>\nWhich part of the body does this image belong to?" }, { "from": "gpt", "value": "Chest" } ]	OPEN
226	xmlab137/source.jpg	[ { "from": "human", "value": "<image>\nAre there abnormalities in this image?" }, { "from": "gpt", "value": "Yes" } ]	CLOSED
227	xmlab137/source.jpg	[ { "from": "human", "value": "<image>\nWhat is the largest organ in the picture?" }, { "from": "gpt", "value": "Lung" } ]	OPEN
228	xmlab137/source.jpg	[ { "from": "human", "value": "<image>\nWhat diseases are included in the picture?" }, { "from": "gpt", "value": "Mass, Atelectasis" } ]	OPEN
229	xmlab137/source.jpg	[ { "from": "human", "value": "<image>\nWhere is/are the abnormality located?" }, { "from": "gpt", "value": "Both Lung" } ]	OPEN
230	xmlab137/source.jpg	[ { "from": "human", "value": "<image>\nIs the lung healthy?" }, { "from": "gpt", "value": "No" } ]	CLOSED
231	xmlab137/source.jpg	[ { "from": "human", "value": "<image>\nWhich organ is abnormal, heart or lung?" }, { "from": "gpt", "value": "Lung" } ]	CLOSED
232	xmlab138/source.jpg	[ { "from": "human", "value": "<image>\nWhat modality is used to take this image?" }, { "from": "gpt", "value": "X-Ray" } ]	OPEN
233	xmlab138/source.jpg	[ { "from": "human", "value": "<image>\nWhich part of the body does this image belong to?" }, { "from": "gpt", "value": "Chest" } ]	OPEN
234	xmlab138/source.jpg	[ { "from": "human", "value": "<image>\nWhat is the largest organ in the picture?" }, { "from": "gpt", "value": "Lung" } ]	OPEN
235	xmlab138/source.jpg	[ { "from": "human", "value": "<image>\nWhat diseases are included in the picture?" }, { "from": "gpt", "value": "Cardiomegaly" } ]	OPEN
236	xmlab138/source.jpg	[ { "from": "human", "value": "<image>\nWhere is/are the abnormality located?" }, { "from": "gpt", "value": "Center" } ]	OPEN
237	xmlab138/source.jpg	[ { "from": "human", "value": "<image>\nAre there abnormalities in this image?" }, { "from": "gpt", "value": "Yes" } ]	CLOSED
238	xmlab138/source.jpg	[ { "from": "human", "value": "<image>\nWhich organ is abnormal, heart or lung?" }, { "from": "gpt", "value": "Heart" } ]	CLOSED
247	xmlab140/source.jpg	[ { "from": "human", "value": "<image>\nWhat modality is used to take this image?" }, { "from": "gpt", "value": "X-Ray" } ]	OPEN
248	xmlab140/source.jpg	[ { "from": "human", "value": "<image>\nWhich part of the body does this image belong to?" }, { "from": "gpt", "value": "Chest" } ]	OPEN
249	xmlab140/source.jpg	[ { "from": "human", "value": "<image>\nWhat is the largest organ in the picture?" }, { "from": "gpt", "value": "Lung" } ]	OPEN
250	xmlab140/source.jpg	[ { "from": "human", "value": "<image>\nWhat diseases are included in the picture?" }, { "from": "gpt", "value": "Infiltration" } ]	OPEN
251	xmlab140/source.jpg	[ { "from": "human", "value": "<image>\nWhere is/are the abnormality located?" }, { "from": "gpt", "value": "Left Lung, Right" } ]	OPEN
252	xmlab140/source.jpg	[ { "from": "human", "value": "<image>\nAre there abnormalities in this image?" }, { "from": "gpt", "value": "Yes" } ]	CLOSED
253	xmlab140/source.jpg	[ { "from": "human", "value": "<image>\nIs the lung healthy?" }, { "from": "gpt", "value": "No" } ]	CLOSED
254	xmlab140/source.jpg	[ { "from": "human", "value": "<image>\nWhich organ is abnormal, heart or lung?" }, { "from": "gpt", "value": "Lung" } ]	CLOSED
255	xmlab141/source.jpg	[ { "from": "human", "value": "<image>\nWhat modality is used to take this image?" }, { "from": "gpt", "value": "X-Ray" } ]	OPEN
256	xmlab141/source.jpg	[ { "from": "human", "value": "<image>\nWhich part of the body does this image belong to?" }, { "from": "gpt", "value": "Chest" } ]	OPEN
257	xmlab141/source.jpg	[ { "from": "human", "value": "<image>\nWhat is the largest organ in the picture?" }, { "from": "gpt", "value": "Lung" } ]	OPEN
258	xmlab141/source.jpg	[ { "from": "human", "value": "<image>\nWhat diseases are included in the picture?" }, { "from": "gpt", "value": "Mass" } ]	OPEN

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