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snu-single-point-critical-health-30q-2024-raw

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Cannot load the dataset split (in streaming mode) to extract the first rows.

Error code:   StreamingRowsError
Exception:    CastError
Message:      Couldn't cast
status: string
repo_id: string
source_url: string
doi: string
license: string
license_spdx: string
license_verified: bool
source_files_uploaded: int64
source_payload_bytes: int64
source_payload_sha256: string
hf_file_count: int64
target_visibility: string
initial_target_visibility: string
visibility_changed_to_public: bool
visibility_change_basis: string
private_upload_error: string
commit_url: string
commit_oid: string
uploaded_at_utc: timestamp[s]
validated_at_utc: timestamp[s]
blockers: list<item: null>
  child 0, item: null
residual_risks: list<item: string>
  child 0, item: string
total_uploaded_bytes_excluding_auto_gitattributes: int64
checksum_manifest_covers: string
target_repo: string
dataset_title: string
transformations: list<item: string>
  child 0, item: string
source: struct<name: string, url: string, doi: string, dataset_id: string, version: int64, title: string, pu (... 415 chars omitted)
  child 0, name: string
  child 1, url: string
  child 2, doi: string
  child 3, dataset_id: string
  child 4, version: int64
  child 5, title: string
  child 6, publish_date: string
  child 7, institution: string
  child 8, contributors: list<item: struct<id: string, first_name: string, last_name: string, $ref: string, orcid_id: string, (... 22 chars omitted)
      child 0, item: struct<id: string, first_name: string, last_name: string, $ref: string, orcid_id: string, institutio (... 10 chars omitted)
          child 0, id: string
          child 1, first_name: string
      
...
root: string
      child 2, folders: string
bsebench_status: string
download: struct<date: timestamp[s], completed_at_utc: timestamp[s], method: string, source_file_endpoint: str (... 458 chars omitted)
  child 0, date: timestamp[s]
  child 1, completed_at_utc: timestamp[s]
  child 2, method: string
  child 3, source_file_endpoint: string
  child 4, download_all_archive_metadata: struct<url: string, size: int64, sha256_hash: string, status: string, created_on: string, modified_o (... 10 chars omitted)
      child 0, url: string
      child 1, size: int64
      child 2, sha256_hash: string
      child 3, status: string
      child 4, created_on: string
      child 5, modified_on: string
  child 5, payload_files: list<item: struct<path: string, source_filename: string, source_file_id: string, source_content_id:  (... 194 chars omitted)
      child 0, item: struct<path: string, source_filename: string, source_file_id: string, source_content_id: string, con (... 182 chars omitted)
          child 0, path: string
          child 1, source_filename: string
          child 2, source_file_id: string
          child 3, source_content_id: string
          child 4, content_type: string
          child 5, bytes: int64
          child 6, sha256: string
          child 7, source_manifest_bytes: int64
          child 8, source_manifest_sha256: string
          child 9, hash_matches_source_manifest: bool
          child 10, size_matches_source_manifest: bool
target_visibility_initial: string
to
{'bsebench_status': Value('string'), 'dataset_title': Value('string'), 'target_repo': Value('string'), 'target_visibility_initial': Value('string'), 'source': {'name': Value('string'), 'url': Value('string'), 'doi': Value('string'), 'dataset_id': Value('string'), 'version': Value('int64'), 'title': Value('string'), 'publish_date': Value('string'), 'institution': Value('string'), 'contributors': List({'id': Value('string'), 'first_name': Value('string'), 'last_name': Value('string'), '$ref': Value('string'), 'orcid_id': Value('string'), 'institution': Value('string')}), 'categories': List({'id': Value('string'), 'label': Value('string')}), 'license': {'spdx': Value('string'), 'name': Value('string'), 'url': Value('string'), 'verified_from': List(Value('string'))}, 'public_api_endpoints': {'snapshot': Value('string'), 'files_root': Value('string'), 'folders': Value('string')}}, 'download': {'date': Value('timestamp[s]'), 'completed_at_utc': Value('timestamp[s]'), 'method': Value('string'), 'source_file_endpoint': Value('string'), 'download_all_archive_metadata': {'url': Value('string'), 'size': Value('int64'), 'sha256_hash': Value('string'), 'status': Value('string'), 'created_on': Value('string'), 'modified_on': Value('string')}, 'payload_files': List({'path': Value('string'), 'source_filename': Value('string'), 'source_file_id': Value('string'), 'source_content_id': Value('string'), 'content_type': Value('string'), 'bytes': Value('int64'), 'sha256': Value('string'), 'source_manifest_bytes': Value('int64'), 'source_manifest_sha256': Value('string'), 'hash_matches_source_manifest': Value('bool'), 'size_matches_source_manifest': Value('bool')})}, 'transformations': List(Value('string')), 'residual_risks': List(Value('string'))}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/utils.py", line 99, in get_rows_or_raise
                  return get_rows(
                         ^^^^^^^^^
                File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
                  return func(*args, **kwargs)
                         ^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/utils.py", line 77, in get_rows
                  rows_plus_one = list(itertools.islice(ds, rows_max_number + 1))
                                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2690, in __iter__
                  for key, example in ex_iterable:
                                      ^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2227, in __iter__
                  for key, pa_table in self._iter_arrow():
                                       ^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2251, in _iter_arrow
                  for key, pa_table in self.ex_iterable._iter_arrow():
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 494, in _iter_arrow
                  for key, pa_table in iterator:
                                       ^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 384, in _iter_arrow
                  for key, pa_table in self.generate_tables_fn(**gen_kwags):
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 299, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 128, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              status: string
              repo_id: string
              source_url: string
              doi: string
              license: string
              license_spdx: string
              license_verified: bool
              source_files_uploaded: int64
              source_payload_bytes: int64
              source_payload_sha256: string
              hf_file_count: int64
              target_visibility: string
              initial_target_visibility: string
              visibility_changed_to_public: bool
              visibility_change_basis: string
              private_upload_error: string
              commit_url: string
              commit_oid: string
              uploaded_at_utc: timestamp[s]
              validated_at_utc: timestamp[s]
              blockers: list<item: null>
                child 0, item: null
              residual_risks: list<item: string>
                child 0, item: string
              total_uploaded_bytes_excluding_auto_gitattributes: int64
              checksum_manifest_covers: string
              target_repo: string
              dataset_title: string
              transformations: list<item: string>
                child 0, item: string
              source: struct<name: string, url: string, doi: string, dataset_id: string, version: int64, title: string, pu (... 415 chars omitted)
                child 0, name: string
                child 1, url: string
                child 2, doi: string
                child 3, dataset_id: string
                child 4, version: int64
                child 5, title: string
                child 6, publish_date: string
                child 7, institution: string
                child 8, contributors: list<item: struct<id: string, first_name: string, last_name: string, $ref: string, orcid_id: string, (... 22 chars omitted)
                    child 0, item: struct<id: string, first_name: string, last_name: string, $ref: string, orcid_id: string, institutio (... 10 chars omitted)
                        child 0, id: string
                        child 1, first_name: string
                    
              ...
              root: string
                    child 2, folders: string
              bsebench_status: string
              download: struct<date: timestamp[s], completed_at_utc: timestamp[s], method: string, source_file_endpoint: str (... 458 chars omitted)
                child 0, date: timestamp[s]
                child 1, completed_at_utc: timestamp[s]
                child 2, method: string
                child 3, source_file_endpoint: string
                child 4, download_all_archive_metadata: struct<url: string, size: int64, sha256_hash: string, status: string, created_on: string, modified_o (... 10 chars omitted)
                    child 0, url: string
                    child 1, size: int64
                    child 2, sha256_hash: string
                    child 3, status: string
                    child 4, created_on: string
                    child 5, modified_on: string
                child 5, payload_files: list<item: struct<path: string, source_filename: string, source_file_id: string, source_content_id:  (... 194 chars omitted)
                    child 0, item: struct<path: string, source_filename: string, source_file_id: string, source_content_id: string, con (... 182 chars omitted)
                        child 0, path: string
                        child 1, source_filename: string
                        child 2, source_file_id: string
                        child 3, source_content_id: string
                        child 4, content_type: string
                        child 5, bytes: int64
                        child 6, sha256: string
                        child 7, source_manifest_bytes: int64
                        child 8, source_manifest_sha256: string
                        child 9, hash_matches_source_manifest: bool
                        child 10, size_matches_source_manifest: bool
              target_visibility_initial: string
              to
              {'bsebench_status': Value('string'), 'dataset_title': Value('string'), 'target_repo': Value('string'), 'target_visibility_initial': Value('string'), 'source': {'name': Value('string'), 'url': Value('string'), 'doi': Value('string'), 'dataset_id': Value('string'), 'version': Value('int64'), 'title': Value('string'), 'publish_date': Value('string'), 'institution': Value('string'), 'contributors': List({'id': Value('string'), 'first_name': Value('string'), 'last_name': Value('string'), '$ref': Value('string'), 'orcid_id': Value('string'), 'institution': Value('string')}), 'categories': List({'id': Value('string'), 'label': Value('string')}), 'license': {'spdx': Value('string'), 'name': Value('string'), 'url': Value('string'), 'verified_from': List(Value('string'))}, 'public_api_endpoints': {'snapshot': Value('string'), 'files_root': Value('string'), 'folders': Value('string')}}, 'download': {'date': Value('timestamp[s]'), 'completed_at_utc': Value('timestamp[s]'), 'method': Value('string'), 'source_file_endpoint': Value('string'), 'download_all_archive_metadata': {'url': Value('string'), 'size': Value('int64'), 'sha256_hash': Value('string'), 'status': Value('string'), 'created_on': Value('string'), 'modified_on': Value('string')}, 'payload_files': List({'path': Value('string'), 'source_filename': Value('string'), 'source_file_id': Value('string'), 'source_content_id': Value('string'), 'content_type': Value('string'), 'bytes': Value('int64'), 'sha256': Value('string'), 'source_manifest_bytes': Value('int64'), 'source_manifest_sha256': Value('string'), 'hash_matches_source_manifest': Value('bool'), 'size_matches_source_manifest': Value('bool')})}, 'transformations': List(Value('string')), 'residual_risks': List(Value('string'))}
              because column names don't match

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SNU single-point diagnosis critical health state Samsung 30Q dataset raw mirror

This is a raw mirror for BSEBench ingestion and validation. The mirrored source is Mendeley Data dataset version 2, "Single-point diagnosis for detecting the critical health state of lithium-ion batteries".

BSEBench Status

raw_mirror_pending_validation

Source

Source repository: Mendeley Data
Source URL: https://data.mendeley.com/datasets/zn82y35zr8/2
DOI: 10.17632/zn82y35zr8.2
Published source version: 2
Published date: 2024-05-13T07:31:01.909Z
Institution: Seoul National University
License: CC BY 4.0, verified from the Mendeley source page and public API metadata
License URL: http://creativecommons.org/licenses/by/4.0
Download date: 2026-05-08

Citation

Hyunjae Kim, Inwoo Kim, Minsoo Kim, and Jang Wook Choi. "Single-point diagnosis for detecting the critical health state of lithium-ion batteries", Mendeley Data, version 2. DOI: 10.17632/zn82y35zr8.2.

Provenance

The source page describes 60 commercial Samsung SDI INR18650-30Q NCA/Gr-Si cylindrical lithium-ion cells cycled under varied operating conditions for critical health-state diagnosis. This mirror preserves the official source archive as downloaded from Mendeley Data's public file endpoint.

Mirrored raw payload:

Path	Source filename	Bytes	SHA-256
`raw/Battery raw data.zip`	`Battery raw data.zip`	1471625937	`b7774207e643909da91bf06d30c7abdb50ac867f0e99a638d72df5e625f69bba`

The downloaded archive hash matches the SHA-256 hash published in Mendeley's file manifest. No benchmark claims, model performance claims, or validation conclusions are made here.

Files

raw/Battery raw data.zip: official Mendeley source archive.
BSEBENCH_SOURCE.json: machine-readable provenance and source verification metadata.
source_metadata/: Mendeley public API snapshot and file metadata captured during upload preparation.
SHA256SUMS.txt: checksums for uploaded files.

Downloads last month: 29

Total file size:

1.47 GB