The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
test_id: string
cell_id: string
test_type: string
temperature_C_min: double
temperature_C_max: double
soc_range_min: null
soc_range_max: null
soc_step: null
soc_method: null
c_rate_charge: double
c_rate_discharge: null
protocol_description: string
num_cycles: int64
soh_pct: null
soh_method: null
cycle_count_at_test: int64
checkup_id: null
test_year: int64
n_samples: int64
duration_s: double
voltage_observed_min_V: double
voltage_observed_max_V: double
current_observed_min_A: double
current_observed_max_A: double
temperature_observed_min_C: double
temperature_observed_max_C: double
sample_dt_min_s: double
sample_dt_median_s: double
sample_dt_max_s: double
coulomb_count_observed_min_Ah: double
coulomb_count_observed_max_Ah: double
source_doi: string
source_url: string
source_citation: string
source_license: string
source_license_url: string
manufacturer: string
form_factor: string
source: string
model_number: string
nominal_voltage_V: double
max_voltage_V: double
electrolyte: null
source_cell_id: string
min_voltage_V: double
chemistry: string
cathode: string
anode: string
nominal_capacity_Ah: double
to
{'cell_id': Value('string'), 'source_cell_id': Value('string'), 'source': Value('string'), 'manufacturer': Value('string'), 'model_number': Value('string'), 'chemistry': Value('string'), 'cathode': Value('string'), 'anode': Value('string'), 'electrolyte': Value('null'), 'form_factor': Value('string'), 'nominal_capacity_Ah': Value('float64'), 'nominal_voltage_V': Value('float64'), 'max_voltage_V': Value('float64'), 'min_voltage_V': Value('float64')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1779, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                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
              test_id: string
              cell_id: string
              test_type: string
              temperature_C_min: double
              temperature_C_max: double
              soc_range_min: null
              soc_range_max: null
              soc_step: null
              soc_method: null
              c_rate_charge: double
              c_rate_discharge: null
              protocol_description: string
              num_cycles: int64
              soh_pct: null
              soh_method: null
              cycle_count_at_test: int64
              checkup_id: null
              test_year: int64
              n_samples: int64
              duration_s: double
              voltage_observed_min_V: double
              voltage_observed_max_V: double
              current_observed_min_A: double
              current_observed_max_A: double
              temperature_observed_min_C: double
              temperature_observed_max_C: double
              sample_dt_min_s: double
              sample_dt_median_s: double
              sample_dt_max_s: double
              coulomb_count_observed_min_Ah: double
              coulomb_count_observed_max_Ah: double
              source_doi: string
              source_url: string
              source_citation: string
              source_license: string
              source_license_url: string
              manufacturer: string
              form_factor: string
              source: string
              model_number: string
              nominal_voltage_V: double
              max_voltage_V: double
              electrolyte: null
              source_cell_id: string
              min_voltage_V: double
              chemistry: string
              cathode: string
              anode: string
              nominal_capacity_Ah: double
              to
              {'cell_id': Value('string'), 'source_cell_id': Value('string'), 'source': Value('string'), 'manufacturer': Value('string'), 'model_number': Value('string'), 'chemistry': Value('string'), 'cathode': Value('string'), 'anode': Value('string'), 'electrolyte': Value('null'), 'form_factor': Value('string'), 'nominal_capacity_Ah': Value('float64'), 'nominal_voltage_V': Value('float64'), 'max_voltage_V': Value('float64'), 'min_voltage_V': 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 1348, 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 882, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, 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 1832, 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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cell_id
string
source_cell_id
string
source
string
manufacturer
string
model_number
string
chemistry
string
cathode
string
anode
string
electrolyte
null
form_factor
string
nominal_capacity_Ah
float64
nominal_voltage_V
float64
max_voltage_V
float64
min_voltage_V
float64
BILLS_EVTOL_VAH01
VAH01
BILLS
Sony-Murata
US18650VTC6
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
BILLS_EVTOL_VAH02
VAH02
BILLS
Sony-Murata
US18650VTC6
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
BILLS_EVTOL_VAH05
VAH05
BILLS
Sony-Murata
US18650VTC6
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
BILLS_EVTOL_VAH06
VAH06
BILLS
Sony-Murata
US18650VTC6
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
BILLS_EVTOL_VAH07
VAH07
BILLS
Sony-Murata
US18650VTC6
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
BILLS_EVTOL_VAH09
VAH09
BILLS
Sony-Murata
US18650VTC6
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
BILLS_EVTOL_VAH10
VAH10
BILLS
Sony-Murata
US18650VTC6
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
BILLS_EVTOL_VAH11
VAH11
BILLS
Sony-Murata
US18650VTC6
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
BILLS_EVTOL_VAH12
VAH12
BILLS
Sony-Murata
US18650VTC6
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
BILLS_EVTOL_VAH13
VAH13
BILLS
Sony-Murata
US18650VTC6
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
BILLS_EVTOL_VAH15
VAH15
BILLS
Sony-Murata
US18650VTC6
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
BILLS_EVTOL_VAH16
VAH16
BILLS
Sony-Murata
US18650VTC6
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
BILLS_EVTOL_VAH17
VAH17
BILLS
Sony-Murata
US18650VTC6
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
BILLS_EVTOL_VAH20
VAH20
BILLS
Sony-Murata
US18650VTC6
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
BILLS_EVTOL_VAH22
VAH22
BILLS
Sony-Murata
US18650VTC6
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
BILLS_EVTOL_VAH23
VAH23
BILLS
Sony-Murata
US18650VTC6
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
BILLS_EVTOL_VAH24
VAH24
BILLS
Sony-Murata
US18650VTC6
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
BILLS_EVTOL_VAH25
VAH25
BILLS
Sony-Murata
US18650VTC6
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
BILLS_EVTOL_VAH26
VAH26
BILLS
Sony-Murata
US18650VTC6
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
BILLS_EVTOL_VAH27
VAH27
BILLS
Sony-Murata
US18650VTC6
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
BILLS_EVTOL_VAH28
VAH28
BILLS
Sony-Murata
US18650VTC6
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
BILLS_EVTOL_VAH30
VAH30
BILLS
Sony-Murata
US18650VTC6
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
CLO_B4C0
b4c0
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C1
b4c1
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C10
b4c10
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C11
b4c11
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C12
b4c12
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C13
b4c13
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C14
b4c14
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C15
b4c15
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C16
b4c16
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C17
b4c17
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C18
b4c18
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C19
b4c19
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C2
b4c2
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C20
b4c20
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C21
b4c21
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C22
b4c22
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C23
b4c23
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C24
b4c24
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C25
b4c25
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C26
b4c26
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C27
b4c27
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C28
b4c28
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C29
b4c29
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C3
b4c3
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C30
b4c30
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C31
b4c31
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C32
b4c32
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C33
b4c33
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C34
b4c34
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C35
b4c35
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C36
b4c36
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C37
b4c37
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C38
b4c38
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C39
b4c39
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C4
b4c4
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C40
b4c40
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C41
b4c41
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C42
b4c42
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C43
b4c43
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C44
b4c44
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C5
b4c5
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C6
b4c6
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C7
b4c7
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C8
b4c8
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
CLO_B4C9
b4c9
CLO
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
ECKER_KOKAM_SLPB75106100
Kokam_SLPB75106100
ECKER
Kokam
SLPB75106100
NMC
LiNi_{1/3}Mn_{1/3}Co_{1/3}O_2
graphite
null
pouch
7.5
3.7
4.2
2.8
HNEI_PANASONIC_18650PF
Panasonic_NCR18650PF
HNEI
Panasonic
NCR18650PF
NCA
null
graphite
null
cylindrical
2.9
3.6
4.2
2.5
KOLLMEYER_30T_AGING_BC
INR21700-30T_BC
KOLLMEYER
Samsung SDI
INR21700-30T
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
KOLLMEYER_30T_AGING_BCNP
INR21700-30T_BCNP
KOLLMEYER
Samsung SDI
INR21700-30T
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
KOLLMEYER_30T_AGING_BCNP_1s
INR21700-30T_BCNP_1s
KOLLMEYER
Samsung SDI
INR21700-30T
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
KOLLMEYER_30T_AGING_BCR
INR21700-30T_BCR
KOLLMEYER
Samsung SDI
INR21700-30T
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
KOLLMEYER_30T_AGING_CC
INR21700-30T_CC
KOLLMEYER
Samsung SDI
INR21700-30T
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
KOLLMEYER_30T_AGING_CC2
INR21700-30T_CC2
KOLLMEYER
Samsung SDI
INR21700-30T
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
KOLLMEYER_30T_INR21700
INR21700-30T
KOLLMEYER
Samsung SDI
INR21700-30T
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
KOLLMEYER_HG2_INR18650
INR18650-HG2
KOLLMEYER
LG Chem
INR18650HG2
NMC
NMC
graphite
null
cylindrical
3
3.6
4.2
2.5
MATR_B1C0
b1c0
MATR
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
MATR_B1C1
b1c1
MATR
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
MATR_B1C10
b1c10
MATR
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
MATR_B1C11
b1c11
MATR
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
MATR_B1C12
b1c12
MATR
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
MATR_B1C13
b1c13
MATR
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
MATR_B1C14
b1c14
MATR
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
MATR_B1C15
b1c15
MATR
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
MATR_B1C16
b1c16
MATR
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
MATR_B1C17
b1c17
MATR
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
MATR_B1C18
b1c18
MATR
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
MATR_B1C19
b1c19
MATR
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
MATR_B1C2
b1c2
MATR
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
MATR_B1C20
b1c20
MATR
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
MATR_B1C21
b1c21
MATR
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
MATR_B1C22
b1c22
MATR
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
MATR_B1C23
b1c23
MATR
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
MATR_B1C24
b1c24
MATR
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
MATR_B1C25
b1c25
MATR
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
MATR_B1C26
b1c26
MATR
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
MATR_B1C27
b1c27
MATR
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
MATR_B1C28
b1c28
MATR
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
MATR_B1C29
b1c29
MATR
A123 Systems
APR18650M1A
LFP
LFP
graphite
null
cylindrical
1.1
3.3
3.6
2
End of preview.