Datasets:

FathomNet
/

full-coverage-test-sets

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 1 new columns ({'0e044d30-f4d7-4a2b-9231-42441606b25e'}) and 1 missing columns ({'Completed UUIDS ONLY'}).

This happened while the csv dataset builder was generating data using

hf://datasets/FathomNet/full-coverage-test-sets/full_coverage_test_imagery_summer_2024/fathomnet_uuids_fathomnet_database/test_benthic_fathomnet_uuids.csv (at revision 225093623d136e5e620e18612837767eacfe43af), [/tmp/hf-datasets-cache/medium/datasets/98398085026687-config-parquet-and-info-FathomNet-full-coverage-t-26502c4c/hub/datasets--FathomNet--full-coverage-test-sets/snapshots/225093623d136e5e620e18612837767eacfe43af/full_coverage_test_imagery_summer_2024/fathomnet_uuids_fathomnet_database/targeted_concepts_fathomnet_uuids.csv (origin=hf://datasets/FathomNet/full-coverage-test-sets@225093623d136e5e620e18612837767eacfe43af/full_coverage_test_imagery_summer_2024/fathomnet_uuids_fathomnet_database/targeted_concepts_fathomnet_uuids.csv), /tmp/hf-datasets-cache/medium/datasets/98398085026687-config-parquet-and-info-FathomNet-full-coverage-t-26502c4c/hub/datasets--FathomNet--full-coverage-test-sets/snapshots/225093623d136e5e620e18612837767eacfe43af/full_coverage_test_imagery_summer_2024/fathomnet_uuids_fathomnet_database/test_benthic_fathomnet_uuids.csv (origin=hf://datasets/FathomNet/full-coverage-test-sets@225093623d136e5e620e18612837767eacfe43af/full_coverage_test_imagery_summer_2024/fathomnet_uuids_fathomnet_database/test_benthic_fathomnet_uuids.csv), /tmp/hf-datasets-cache/medium/datasets/98398085026687-config-parquet-and-info-FathomNet-full-coverage-t-26502c4c/hub/datasets--FathomNet--full-coverage-test-sets/snapshots/225093623d136e5e620e18612837767eacfe43af/full_coverage_test_imagery_summer_2024/image_moment_uuids_vars/test_benthic_image_moment_uuids.csv (origin=hf://datasets/FathomNet/full-coverage-test-sets@225093623d136e5e620e18612837767eacfe43af/full_coverage_test_imagery_summer_2024/image_moment_uuids_vars/test_benthic_image_moment_uuids.csv), /tmp/hf-datasets-cache/medium/datasets/98398085026687-config-parquet-and-info-FathomNet-full-coverage-t-26502c4c/hub/datasets--FathomNet--full-coverage-test-sets/snapshots/225093623d136e5e620e18612837767eacfe43af/full_coverage_test_imagery_summer_2024/image_moment_uuids_vars/test_non_benthic_image_moment_uuids.csv (origin=hf://datasets/FathomNet/full-coverage-test-sets@225093623d136e5e620e18612837767eacfe43af/full_coverage_test_imagery_summer_2024/image_moment_uuids_vars/test_non_benthic_image_moment_uuids.csv)]

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 "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1890, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 760, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              0e044d30-f4d7-4a2b-9231-42441606b25e: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 433
              to
              {'Completed UUIDS ONLY': Value('string')}
              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 1347, 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 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1892, 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 1 new columns ({'0e044d30-f4d7-4a2b-9231-42441606b25e'}) and 1 missing columns ({'Completed UUIDS ONLY'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/FathomNet/full-coverage-test-sets/full_coverage_test_imagery_summer_2024/fathomnet_uuids_fathomnet_database/test_benthic_fathomnet_uuids.csv (at revision 225093623d136e5e620e18612837767eacfe43af), [/tmp/hf-datasets-cache/medium/datasets/98398085026687-config-parquet-and-info-FathomNet-full-coverage-t-26502c4c/hub/datasets--FathomNet--full-coverage-test-sets/snapshots/225093623d136e5e620e18612837767eacfe43af/full_coverage_test_imagery_summer_2024/fathomnet_uuids_fathomnet_database/targeted_concepts_fathomnet_uuids.csv (origin=hf://datasets/FathomNet/full-coverage-test-sets@225093623d136e5e620e18612837767eacfe43af/full_coverage_test_imagery_summer_2024/fathomnet_uuids_fathomnet_database/targeted_concepts_fathomnet_uuids.csv), /tmp/hf-datasets-cache/medium/datasets/98398085026687-config-parquet-and-info-FathomNet-full-coverage-t-26502c4c/hub/datasets--FathomNet--full-coverage-test-sets/snapshots/225093623d136e5e620e18612837767eacfe43af/full_coverage_test_imagery_summer_2024/fathomnet_uuids_fathomnet_database/test_benthic_fathomnet_uuids.csv (origin=hf://datasets/FathomNet/full-coverage-test-sets@225093623d136e5e620e18612837767eacfe43af/full_coverage_test_imagery_summer_2024/fathomnet_uuids_fathomnet_database/test_benthic_fathomnet_uuids.csv), /tmp/hf-datasets-cache/medium/datasets/98398085026687-config-parquet-and-info-FathomNet-full-coverage-t-26502c4c/hub/datasets--FathomNet--full-coverage-test-sets/snapshots/225093623d136e5e620e18612837767eacfe43af/full_coverage_test_imagery_summer_2024/image_moment_uuids_vars/test_benthic_image_moment_uuids.csv (origin=hf://datasets/FathomNet/full-coverage-test-sets@225093623d136e5e620e18612837767eacfe43af/full_coverage_test_imagery_summer_2024/image_moment_uuids_vars/test_benthic_image_moment_uuids.csv), /tmp/hf-datasets-cache/medium/datasets/98398085026687-config-parquet-and-info-FathomNet-full-coverage-t-26502c4c/hub/datasets--FathomNet--full-coverage-test-sets/snapshots/225093623d136e5e620e18612837767eacfe43af/full_coverage_test_imagery_summer_2024/image_moment_uuids_vars/test_non_benthic_image_moment_uuids.csv (origin=hf://datasets/FathomNet/full-coverage-test-sets@225093623d136e5e620e18612837767eacfe43af/full_coverage_test_imagery_summer_2024/image_moment_uuids_vars/test_non_benthic_image_moment_uuids.csv)]
              
              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)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

Completed UUIDS ONLY string
ca88a4da-f4da-4e28-8c0f-235701dd3785
bb5d72b8-814b-4d6c-90e2-9904a3624e0f
83f1aabe-5dc4-4fb0-b342-e10339785f1f
7b7db03e-6070-4552-a4ca-4a6833ea54d9
4d454c87-7ae7-46f4-a8c1-47a24d11d212
5b995805-032a-473f-bbf4-ff13cfad85c9
736201f1-8cef-49f3-ac6d-3c1c42ce6e74
228826cf-7bec-49f6-8d1a-f628fd94b5c0
5c76883a-9bc6-4e0c-9496-992909b3d559
108b738d-b0ec-4b31-ac12-b77ffdc3a994
31293e57-db65-4b2c-82e1-db21eb5f435d
6002afcc-512b-4666-91e8-bbbc66b82ec6
8b2ca900-2642-49f5-a0a5-efc38152d1bd
a187ac74-a076-428d-be9d-8999d2c9c1dd
a3397020-2d06-421c-ab71-f9cef6555484
b19f8702-af8d-4eb8-a83d-d4949ef5da0a
bcad2716-57a5-4edd-846b-8205cd572703
c3c2bcce-453b-4859-8617-bb5a804754dc
cd8ec3d6-72ee-4bde-bbc4-6ee070522957
d13e465c-df63-4b43-bbd8-2054d6be12d2
f488dfce-da8b-4621-824f-6f3b8abfd609
f69ddbcd-ba36-4385-9a9c-df9d75a5023d
035f7ebe-5dd0-4577-9445-38a58e28ddbb
25bc5010-8efc-4485-8fe9-74046187323a
2647b191-d375-4e9b-adc5-e14bed9a4200
2948197a-b169-4c4d-a9c3-bc03d207c878
2f723919-b43a-4824-9d32-28fb45100663
4051bb27-a97c-498e-95eb-607e8cc6c0e5
46cf368e-714f-4634-8358-9ff8b7dc372b
517bc22b-0203-40bd-b15e-1332e33abcd7
60daf67f-5e90-4af1-b8b0-3a80779db6aa
67b6d59b-d9b8-49ee-bf19-14431bade91f
6841ff78-82d2-4024-aef3-3a9b139878fb
8c43cc4d-8d3d-42e4-b907-7fe2c0d6d268
8c471d37-3d54-4158-9955-a4d61eee2fa9
a375e010-eb0b-4100-813c-9b9818981947
a8d533f7-b0c3-4185-b5ac-cada7425616f
b8b5be9d-cdf9-4f0b-98f4-7b7000c22e8d
b8bc75a6-0ef4-4c72-b3cd-8d8253b14ce5
c02cbdbe-cef5-4b7b-afb9-83471e48d0b3
c3d5f19d-04fd-4eaa-982e-aa391b263446
c6f96206-77f4-4199-8fa2-2aa3cfd29e18
d2e10177-571b-4736-a2e1-c1790bf7d96a
eaf591d7-a324-459a-8556-a3e4fbfe5717
f0263f0f-6897-4e18-9e69-76194f858b5b
f34109ea-6889-4e5f-b997-5258eaca4307
2049a312-8632-4151-9674-04245d66f683
980689f2-eba0-45ff-8c87-c5edfc6946db
004a35d0-df5d-49d2-95f9-f3f23a089a34
0c5ba711-49cc-4e4d-8d60-01da4e18a048
15df0bb6-4947-4076-be4d-c1601af57244
281bf2d5-fc2d-400b-a31e-02f03155686e
545c69ad-76fe-44c7-8696-9a9b1d94d46b
5fa27778-57e0-46a4-b751-a77313acdf53
765bbf7d-42ff-455e-b1a0-e221ea15be5c
8b7c119b-cb93-415d-9361-55cda884f64b
a29cbb0d-27bd-4ec5-ba14-40140f7b56ec
a89f771e-e6a3-476b-aa1d-83c32c173dbf
bd946b55-8845-42bf-b01c-104a961fbc65
d9ecc706-f194-4b32-9fe3-82baba417a86
dbde479f-8a9f-40c7-91a5-8498d1396a6c
f60919d5-4fd8-4b11-950d-3324e0e69d8b
39fd6979-0bf1-408e-a825-6d1630d2545d
44450413-ab96-4787-b63e-a54bd0eccc37
6b2201f8-09a0-4778-9fa9-689a7bdabf08
906d8598-fa09-4df3-9584-2463bddd46a7
24e0fcda-dd5f-4e50-8818-b1029fe149f0
5d6ef605-5a9d-4f1d-8339-4b131ae0ce6b
65b4a3ab-bd67-4a9d-a831-2e56b0c7cff3
67a4ccfd-12df-4d91-a7d7-a34658e708d1
6a6608d3-45a7-4b49-99d1-4e69786c3e0a
8c567fd7-18a1-4bd1-ad94-d9afcc5ccdeb
9025f907-b448-4640-b7c5-8ac209faa947
a927fae1-f3ed-4ae4-816c-bf62d1cf0e20
b4218209-d2bf-47aa-b634-7bef76d9c5d4
c4f43f6c-6d42-486b-929c-80ecd51016bc
ca521aa1-0753-4dc2-b588-20b103acf37b
f0e77261-a1aa-4345-b19e-ee51445be3de
0362d4e1-48f3-4805-98b6-4f366703b84e
03bac9d9-68a4-4985-a5a8-b44b93c1d9a0
104dcb93-3ae3-400f-9ef7-9931a4fb9cb8
21271e85-7108-4787-97c6-882c13bb34cb
5c312542-8d7f-4c96-b31d-bae9b3218304
7144726d-f148-481f-afd7-da02b377aa82
cc6dc09a-f59e-4cfb-9975-16a9b384aecc
e77ec9ef-63cd-4c32-a16c-13b3993e2fbd
277b5646-d23f-44d6-8f1c-8549e182a8e4
590ba822-410d-4e8e-9a25-f40ec033e329
8ca3c028-6475-4912-8fec-cbe114950a74
b392ce51-a791-45e4-a100-08f950dd664d
c3bc958e-04b9-4f31-9cb2-5c5dcd8401d5
cacabce0-c24a-45df-97d2-ee66bde0c0f2
cdc87a81-e1b4-4b0f-a03b-d6a9400e49d0
ef5ae869-47ec-4688-b710-70aff0d43415
0a62379b-35b4-486c-b339-3974c54dfa4e
0b11cd55-ee80-49f4-99c4-8996afc73d38
0d15a69b-855f-400a-a4cc-bcacb95708f7
0ede333b-115e-41db-bd3f-264ad9e41bb7
1322719f-0069-47bc-81b3-bf3f03c8ebc2
135841ae-f6dd-4c76-a4c9-dc905c9f16b8

End of preview.

FathomNet Full Coverage Test Sets

UUID lists for two full-coverage test imagery sets used in the FathomNet benchmark. "Full coverage" means every organism visible in each image was annotated.

Full Coverage Test Imagery (Labeled Summer 2024)

UUIDs for full coverage test imagery labeled in summer 2024.

full_coverage_test_imagery_summer_2024/
- fathomnet_uuids_fathomnet_database/
  - targeted_concepts_fathomnet_uuids.csv — FathomNet UUIDs, targeted taxonomic concepts
  - test_benthic_fathomnet_uuids.csv — FathomNet UUIDs, benthic images
- image_moment_uuids_vars/
  - test_benthic_image_moment_uuids.csv — Image Moment UUIDs (VARS), benthic images
  - test_non_benthic_image_moment_uuids.csv — Image Moment UUIDs (VARS), non-benthic images

Notes:

CSVs in fathomnet_uuids_fathomnet_database/ contain FathomNet UUIDs — labels completed in the FathomNet database.
CSVs in image_moment_uuids_vars/ contain Image Moment UUIDs — labels completed in VARS.

Original label tracking: https://docs.google.com/spreadsheets/d/1aJL3qEAe8etipd4aZPb49L1AwM9Nw14jHtG3jrzXQ5Y/edit?usp=sharing

FathomVerse Full Coverage (Summer 2025)

UUID lists for the FathomVerse paper full coverage test set labeled in summer 2025.

fathomverse_full_coverage/
- fathomverse_test_set_uuids.csv — primary FathomVerse test set UUIDs
- additional_test_images_giovanna.csv — additional test images

Original data source: https://docs.google.com/spreadsheets/d/1WlkATLMk_eM4z42Sdt2Nq3v6GeR2TEkQFWkJxnPByo0/edit?usp=sharing

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