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The dataset generation failed
Error code: DatasetGenerationError
Exception: CastError
Message: Couldn't cast
id: int64
title: string
body: string
tags: string
embedding: list<element: list<element: double>>
child 0, element: list<element: double>
child 0, element: double
-- schema metadata --
pandas: '{"index_columns": [], "column_indexes": [], "columns": [{"name":' + 632
to
{'id': Value('string'), 'captions': List(Value('string')), 'image': Value('binary'), 'embedding': List(List(Value('float64')))}
because column names don't match
Traceback: Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1405, in compute_config_parquet_and_info_response
fill_builder_info(builder, hf_endpoint=hf_endpoint, hf_token=hf_token, validate=validate)
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 578, in fill_builder_info
) = retry_validate_get_features_num_examples_size_and_compression_ratio(
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 497, in retry_validate_get_features_num_examples_size_and_compression_ratio
validate(pf)
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 535, in validate
raise TooBigRowGroupsError(
worker.job_runners.config.parquet_and_info.TooBigRowGroupsError: Parquet file has too big row groups. First row group has 601178194 which exceeds the limit of 300000000
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1815, in _prepare_split_single
for _, table in generator:
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 692, in wrapped
for item in generator(*args, **kwargs):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/parquet/parquet.py", line 106, in _generate_tables
yield f"{file_idx}_{batch_idx}", self._cast_table(pa_table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/parquet/parquet.py", line 73, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
id: int64
title: string
body: string
tags: string
embedding: list<element: list<element: double>>
child 0, element: list<element: double>
child 0, element: double
-- schema metadata --
pandas: '{"index_columns": [], "column_indexes": [], "columns": [{"name":' + 632
to
{'id': Value('string'), 'captions': List(Value('string')), 'image': Value('binary'), 'embedding': List(List(Value('float64')))}
because column names don't match
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 1428, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 994, in stream_convert_to_parquet
builder._prepare_split(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1702, 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 1858, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
id
string | captions
list | image
unknown | embedding
list |
|---|---|---|---|
1000268201_693b08cb0e.jpg
|
[
"A child in a pink dress is climbing up a set of stairs in an entry way .",
"A girl going into a wooden building .",
"A little girl climbing into a wooden playhouse .",
"A little girl climbing the stairs to her playhouse .",
"A little girl in a pink dress going into a wooden cabin ."
] |
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1001773457_577c3a7d70.jpg
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1002674143_1b742ab4b8.jpg
| ["A little girl covered in paint sits in front of a painted rainbow with her hands in a bowl .","A l(...TRUNCATED) | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | [[0.03516506776213646,-0.013806787319481373,-0.012252742424607277,0.02020930126309395,0.000222895978(...TRUNCATED) |
1003163366_44323f5815.jpg
| ["A man lays on a bench while his dog sits by him .","A man lays on the bench to which a white dog i(...TRUNCATED) | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | [[0.007582810707390308,-0.046577297151088715,0.018428895622491837,0.02236802875995636,-0.07016842067(...TRUNCATED) |
1007129816_e794419615.jpg
| ["A man in an orange hat starring at something .","A man wears an orange hat and glasses .","A man w(...TRUNCATED) | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | [[-0.024924587458372116,-0.045244477689266205,-0.00019622177933342755,0.06003063544631004,-0.0111262(...TRUNCATED) |
1007320043_627395c3d8.jpg
| ["A child playing on a rope net .","A little girl climbing on red roping .","A little girl in pink c(...TRUNCATED) | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | [[-0.013727220706641674,-0.09876880049705505,-0.030534962192177773,0.008474013768136501,-0.025068584(...TRUNCATED) |
1009434119_febe49276a.jpg
| ["A black and white dog is running in a grassy garden surrounded by a white fence .","A black and wh(...TRUNCATED) | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | [[0.007799522019922733,0.05131129175424576,-0.014321730472147465,0.04774406552314758,-0.022055957466(...TRUNCATED) |
1012212859_01547e3f17.jpg
| ["A dog shakes its head near the shore , a red ball next to it .","A white dog shakes on the edge of(...TRUNCATED) | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | [[0.07258932292461395,-0.005404082592576742,-0.03576333448290825,-0.0059249685145914555,0.0167742483(...TRUNCATED) |
1015118661_980735411b.jpg
| ["A boy smiles in front of a stony wall in a city .","A little boy is standing on the street while a(...TRUNCATED) | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | [[-0.04084928333759308,0.08510173857212067,0.0010911650024354458,0.0816495418548584,0.01339350920170(...TRUNCATED) |
1015584366_dfcec3c85a.jpg
| ["A black dog leaps over a log .","A grey dog is leaping over a fallen tree .","A large black dog le(...TRUNCATED) | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | [[0.0032543593551963568,-0.06471061706542969,0.017672980204224586,0.016824157908558846,0.01614064536(...TRUNCATED) |
End of preview.
Multi-Vector Search Datasets
The datasets listed below are used in the Multi-Vector HNSW project for testing and benchmarking multi-vector approximate nearest neighbor search algorithms and their implementations.
Stack Exchange Datasets
Source: habedi/stack-exchange-dataset
Each row contains:
id: unique post IDtitle: the post titlebody: the main body content (with HTML tags removed)tags: associated tagsembedding: a list of three 768-dimensional vectors for[title, body, tags]
Text embeddings were generated using all-mpnet-base-v2 from Sentence Transformers.
| Index | Dataset | Size |
|---|---|---|
| 1 | Computer Science | 40,792 |
| 2 | Data Science | 28,950 |
| 3 | Political Science | 12,416 |
Flickr8k Dataset
Source: habedi/flickr-8k-dataset-clean
Each row contains:
id: image filenamecaptions: a list of five human-written captionsimage: raw image data (JPEG format)embedding: a list of six 768-dimensional vectors: five for captions, one for the image
Caption embeddings were generated using all-mpnet-base-v2.
Image embeddings were generated using openai/clip-vit-base-patch32 via the Hugging Face Transformers library.
| Index | Dataset | Size |
|---|---|---|
| 1 | Flickr8k (captions + image) | 8,091 |
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