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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 499 new columns ({'TPI007', 'NKTP', 'NMKI', 'LMPN', 'ACRU', 'NPI001', 'NASG', 'NAPJ', 'CBUR', 'BMKO', 'THA001', 'SKKG', 'WTLG', 'CPY013', 'PAS001', 'KTLE', 'MMMO', 'HNCG', 'WGCI', 'PAS002', 'VLGE29', 'NYK000', 'KGTP', 'WSTG', 'Day', 'CHI003', 'STH025', 'SAY002', 'CMSG', 'PRGB', 'CHM001', 'CHI013', 'KHOG', 'TKNT', 'NAN004', 'HJRN1', 'CCSS', 'KKWF', 'LMKD', 'BKDN', 'TNG002', 'BTUD', 'HTTM', 'WGKN', 'PTYS', 'KON002', 'SPPT', 'TAPE', 'LNSK', 'NMNO', 'NAN012', 'CHM004', 'SKE002', 'MKKB', 'RGKG', 'PANC', 'SWAR', 'KKHA', 'KAKG', 'TPUR', 'BTHO', 'PRC002', 'CATK', 'CHUN', 'VLGE24', 'SNGT', 'BNKN', 'YOM005', 'NPCT', 'HUYG', 'DSKT', 'BTTI', 'BDCP', 'BGRT', 'BNHO', 'NMPT', 'GLF001', 'PPAN', 'BSDE', 'CHTG', 'KHHM', 'PIN005', 'PPTC', 'DIV004', 'MEPK', 'WAN004', 'DIV005', 'RNG001', 'VLGE01', 'VLGE09', 'KAHN', 'TLAN', 'TKRA', 'KUAM', 'BLUG', 'PSLI', 'Year', 'WAN003', 'WCBR', 'SGKW', 'NAN010', 'HKTG', 'KANG', 'NKOK', 'RBPI', 'PMPN', 'WAN002', 'SVI001', 'KOKO', 'SNSI', 'BNKK', 'BSUM', 'NPSD', 'STSK', 'CHR001', 'NANP', 'SKPG', 'CPY012', 'BRKM', 'TAKI', 'WTBT', 'BJAN', 'MCHI', 'BMOD', 'VLGE31', 'BNLG', 'NBON', 'MWOG', 'NGCG', 'TPI003', 'NAN005', 'RNGH', 'TPI005', 'CSMO', 'KHNI', 'NAPK', 'LHOK', 'DIV003', 'DGSL', 'KNYM', 'BBWN', 'Month', 'NAN011', 'PAI001', 'HYOD', 'NGCH', 'CHR004', 'STOR', 'BSVT', 'NANG', 'PAS008', 'UTOG', 'KMCE', 'CHI011', 'BSBA', 'NGNG', 'BPPS', 'BPK001', 'NGPI', 'KNDG', 'KOSB', 'SKE003', 'Hour', 'HSYO', 'MNRM', 'BPK004', 'DKLG', 'MSRM', 'DIV002', 'BUSW', 'VLGE26', 'NMUB', 'TSLM', 'NMPR', 'KWS
...
KKCN', 'YOM008', 'VLGE02', 'BLNG', 'VLGE07', 'HCTT', 'KSOD', 'VLGE25', 'SLA003', 'CPY005', 'NKNN', 'SMSU', 'MUN011', 'PLTL', 'SBRS', 'BBON', 'MUN014', 'HNRE', 'SLA001', 'KMTK', 'PASG', 'UPCT', 'NGPH', 'MDTG', 'SYKP', 'WRRS', 'KSNG', 'STH004', 'BUKT', 'KOKN', 'NNDG', 'KON001', 'SRKT', 'WGSA', 'SLA002', 'SSRG', 'FANG', 'BSCL', 'STH008', 'MKTR', 'WNKH', 'BSMP', 'BNKE', 'BCNG', 'KOLO', 'NAN002', 'SLBC', 'NAN008', 'SAY001', 'PAS003', 'BOKA', 'CHPA', 'BAKI', 'MPBR', 'WTCH', 'CHI005', 'CHI010', 'HNKA', 'PPCT', 'JBLG', 'PYMR', 'NANI', 'PONG', 'NAN009', 'SNKO', 'HKNL', 'TETN', 'TPPN', 'WPAP', 'MGTI', 'VLGE33', 'PRC003', 'WGHG', 'WEI071', 'STWN', 'BMDG', 'TGLG', 'LEEE', 'PAI002', 'BHMN', 'VLGE13', 'NMKH', 'VLGE03', 'WAN005', 'LMKO', 'PIN001', 'STH003', 'TPI002', 'TLPC', 'NOKG', 'HUKT', 'KHPB', 'BTHI', 'STH029', 'KUBR', 'TPTN', 'TKP002', 'TTKO', 'BUGN', 'LGTI', 'MCRM', 'BHUN', 'PHKD', 'PHPS', 'LNRG', 'TMLI', 'DOCI', 'BLKO', 'BGYN', 'MUN002', 'BNKP', 'NSRS', 'SITP', 'THTN', 'TUKW', 'SGKM', 'TGSK', 'NAN003', 'TKPP', 'SKM005', 'SKG002', 'PIN002', 'BNAN', 'NKTI', 'BDAR', 'PADT', 'TPI004', 'TAKL', 'TTLG', 'CLPK', 'BDLH', 'NASW', 'NNPT', 'RAY001', 'SYTL', 'MEWG', 'WAN001', 'WCHN', 'NEAK', 'NKO001', 'KABG', 'TANA', 'THNM', 'YOM007', 'WGPO', 'PICI', 'KTUM', 'KRN002', 'YGHM', 'TEPT', 'DCCT', 'STH017', 'CHKG', 'KON005', 'DIWO', 'KGKG', 'CPY015', 'WGNA', 'TNG001', 'CGKM', 'NBLK', 'PKTI', 'DNCM', 'PGKH', 'TKFA', 'NKMT', 'YOM006', 'CHR005', 'WTSG', 'TPI001', 'KKTO', 'NTAN', 'PPRM', 'STH022', 'NAKU'}) and 3 missing columns ({'Station', 'lat', 'long'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Runnies23/week2/Test/GSMap_now_station_2021-2024.csv (at revision a7b96d4a599120dcaf55eaeb1815c9c711bfe6e0)
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 1871, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 643, 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 2293, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
Year: int64
Month: int64
Day: int64
Hour: int64
ACRU: double
BAKI: double
BARI: double
BBHN: double
BBON: double
BBUA: double
BBWN: double
BCNG: double
BDAR: double
BDCP: double
BDGN: double
BDLH: double
BDMG: double
BDWN: double
BGRT: double
BGYN: double
BHMN: double
BHRA: double
BHUN: double
BJAN: double
BJIG: double
BKDN: double
BKHI: double
BKHL: double
BKHN: double
BKWN: double
BLKO: double
BLNG: double
BLUG: double
BMDG: double
BMKN: double
BMKO: double
BMNK: double
BMOD: double
BNAN: double
BNGR: double
BNHG: double
BNHI: double
BNHO: double
BNKE: double
BNKK: double
BNKN: double
BNKP: double
BNLG: double
BNMK: double
BNPI: double
BNPU: double
BNTK: double
BNYM: double
BOKA: double
BPIA: double
BPK001: double
BPK004: double
BPLA: double
BPPS: double
BPTG: double
BPUG: double
BRKM: double
BSBA: double
BSCL: double
BSDE: double
BSIK: double
BSMP: double
BSUM: double
BSVT: double
BTHI: double
BTHO: double
BTTI: double
BTUD: double
BTWN: double
BUGN: double
BUKT: double
BUSW: double
BWKG: double
BYNU: double
CATK: double
CBUR: double
CCSS: double
CEHM: double
CGDO: double
CGKG: double
CGKM: double
CGMN: double
CGSN: double
CHHA: double
CHI003: double
CHI005: double
CHI006: double
CHI010: double
CHI011: double
CHI012: double
CHI013: double
CHKG: double
CHM001: double
CHM002: double
CHM003: double
CHM004: double
CHNA: double
CHPA: double
CHR001: double
CHR003: double
CHR004: double
CHR005: double
CHTG: double
CHUN: double
CKLG: double
CLPK: double
CMSG: double
CNDN: double
C
...
le
SWKL: double
SWNG: double
SYKP: double
SYTL: double
TAKI: double
TAKL: double
TANA: double
TAPE: double
TARE: double
TEPT: double
TETN: double
TGLG: double
TGSK: double
THA001: double
THAT: double
THCG: double
THNM: double
THTN: double
TKFA: double
TKNT: double
TKP002: double
TKPP: double
TKRA: double
TLAN: double
TLPC: double
TMLI: double
TNG001: double
TNG002: double
TOGO: double
TPI001: double
TPI002: double
TPI003: double
TPI004: double
TPI005: double
TPI007: double
TPPN: double
TPTN: double
TPUR: double
TRD001: double
TRON: double
TSLM: double
TSUD: double
TTKO: double
TTLG: double
TTWY: double
TUKW: double
UDMS: double
UPCT: double
UTOG: double
VLGE01: double
VLGE02: double
VLGE03: double
VLGE07: double
VLGE09: double
VLGE13: double
VLGE14: double
VLGE24: double
VLGE25: double
VLGE26: double
VLGE29: double
VLGE31: double
VLGE32: double
VLGE33: double
VLGE39: double
WAN001: double
WAN002: double
WAN003: double
WAN004: double
WAN005: double
WBYN: double
WCBR: double
WCHN: double
WCTK: double
WEI071: double
WGCI: double
WGHG: double
WGKN: double
WGNA: double
WGPO: double
WGRY: double
WGSA: double
WGTG: double
WNKH: double
WNMI: double
WPAP: double
WRRS: double
WSPN: double
WSTG: double
WTBT: double
WTCH: double
WTLG: double
WTSG: double
YGHM: double
YOM001: double
YOM003: double
YOM005: double
YOM006: double
YOM007: double
YOM008: double
YOM009: double
YOM010: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 55192
to
{'Station': Value(dtype='string', id=None), 'long': Value(dtype='float64', id=None), 'lat': Value(dtype='float64', 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 1436, 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 1053, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, 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 1742, 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 1873, 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 499 new columns ({'TPI007', 'NKTP', 'NMKI', 'LMPN', 'ACRU', 'NPI001', 'NASG', 'NAPJ', 'CBUR', 'BMKO', 'THA001', 'SKKG', 'WTLG', 'CPY013', 'PAS001', 'KTLE', 'MMMO', 'HNCG', 'WGCI', 'PAS002', 'VLGE29', 'NYK000', 'KGTP', 'WSTG', 'Day', 'CHI003', 'STH025', 'SAY002', 'CMSG', 'PRGB', 'CHM001', 'CHI013', 'KHOG', 'TKNT', 'NAN004', 'HJRN1', 'CCSS', 'KKWF', 'LMKD', 'BKDN', 'TNG002', 'BTUD', 'HTTM', 'WGKN', 'PTYS', 'KON002', 'SPPT', 'TAPE', 'LNSK', 'NMNO', 'NAN012', 'CHM004', 'SKE002', 'MKKB', 'RGKG', 'PANC', 'SWAR', 'KKHA', 'KAKG', 'TPUR', 'BTHO', 'PRC002', 'CATK', 'CHUN', 'VLGE24', 'SNGT', 'BNKN', 'YOM005', 'NPCT', 'HUYG', 'DSKT', 'BTTI', 'BDCP', 'BGRT', 'BNHO', 'NMPT', 'GLF001', 'PPAN', 'BSDE', 'CHTG', 'KHHM', 'PIN005', 'PPTC', 'DIV004', 'MEPK', 'WAN004', 'DIV005', 'RNG001', 'VLGE01', 'VLGE09', 'KAHN', 'TLAN', 'TKRA', 'KUAM', 'BLUG', 'PSLI', 'Year', 'WAN003', 'WCBR', 'SGKW', 'NAN010', 'HKTG', 'KANG', 'NKOK', 'RBPI', 'PMPN', 'WAN002', 'SVI001', 'KOKO', 'SNSI', 'BNKK', 'BSUM', 'NPSD', 'STSK', 'CHR001', 'NANP', 'SKPG', 'CPY012', 'BRKM', 'TAKI', 'WTBT', 'BJAN', 'MCHI', 'BMOD', 'VLGE31', 'BNLG', 'NBON', 'MWOG', 'NGCG', 'TPI003', 'NAN005', 'RNGH', 'TPI005', 'CSMO', 'KHNI', 'NAPK', 'LHOK', 'DIV003', 'DGSL', 'KNYM', 'BBWN', 'Month', 'NAN011', 'PAI001', 'HYOD', 'NGCH', 'CHR004', 'STOR', 'BSVT', 'NANG', 'PAS008', 'UTOG', 'KMCE', 'CHI011', 'BSBA', 'NGNG', 'BPPS', 'BPK001', 'NGPI', 'KNDG', 'KOSB', 'SKE003', 'Hour', 'HSYO', 'MNRM', 'BPK004', 'DKLG', 'MSRM', 'DIV002', 'BUSW', 'VLGE26', 'NMUB', 'TSLM', 'NMPR', 'KWS
...
KKCN', 'YOM008', 'VLGE02', 'BLNG', 'VLGE07', 'HCTT', 'KSOD', 'VLGE25', 'SLA003', 'CPY005', 'NKNN', 'SMSU', 'MUN011', 'PLTL', 'SBRS', 'BBON', 'MUN014', 'HNRE', 'SLA001', 'KMTK', 'PASG', 'UPCT', 'NGPH', 'MDTG', 'SYKP', 'WRRS', 'KSNG', 'STH004', 'BUKT', 'KOKN', 'NNDG', 'KON001', 'SRKT', 'WGSA', 'SLA002', 'SSRG', 'FANG', 'BSCL', 'STH008', 'MKTR', 'WNKH', 'BSMP', 'BNKE', 'BCNG', 'KOLO', 'NAN002', 'SLBC', 'NAN008', 'SAY001', 'PAS003', 'BOKA', 'CHPA', 'BAKI', 'MPBR', 'WTCH', 'CHI005', 'CHI010', 'HNKA', 'PPCT', 'JBLG', 'PYMR', 'NANI', 'PONG', 'NAN009', 'SNKO', 'HKNL', 'TETN', 'TPPN', 'WPAP', 'MGTI', 'VLGE33', 'PRC003', 'WGHG', 'WEI071', 'STWN', 'BMDG', 'TGLG', 'LEEE', 'PAI002', 'BHMN', 'VLGE13', 'NMKH', 'VLGE03', 'WAN005', 'LMKO', 'PIN001', 'STH003', 'TPI002', 'TLPC', 'NOKG', 'HUKT', 'KHPB', 'BTHI', 'STH029', 'KUBR', 'TPTN', 'TKP002', 'TTKO', 'BUGN', 'LGTI', 'MCRM', 'BHUN', 'PHKD', 'PHPS', 'LNRG', 'TMLI', 'DOCI', 'BLKO', 'BGYN', 'MUN002', 'BNKP', 'NSRS', 'SITP', 'THTN', 'TUKW', 'SGKM', 'TGSK', 'NAN003', 'TKPP', 'SKM005', 'SKG002', 'PIN002', 'BNAN', 'NKTI', 'BDAR', 'PADT', 'TPI004', 'TAKL', 'TTLG', 'CLPK', 'BDLH', 'NASW', 'NNPT', 'RAY001', 'SYTL', 'MEWG', 'WAN001', 'WCHN', 'NEAK', 'NKO001', 'KABG', 'TANA', 'THNM', 'YOM007', 'WGPO', 'PICI', 'KTUM', 'KRN002', 'YGHM', 'TEPT', 'DCCT', 'STH017', 'CHKG', 'KON005', 'DIWO', 'KGKG', 'CPY015', 'WGNA', 'TNG001', 'CGKM', 'NBLK', 'PKTI', 'DNCM', 'PGKH', 'TKFA', 'NKMT', 'YOM006', 'CHR005', 'WTSG', 'TPI001', 'KKTO', 'NTAN', 'PPRM', 'STH022', 'NAKU'}) and 3 missing columns ({'Station', 'lat', 'long'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Runnies23/week2/Test/GSMap_now_station_2021-2024.csv (at revision a7b96d4a599120dcaf55eaeb1815c9c711bfe6e0)
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.
Station
string | long
float64 | lat
float64 |
|---|---|---|
ACRU | 104.64 | 15.79 |
BAKI | 103.43 | 17.62 |
BARI | 99.52 | 15.08 |
BBHN | 98.58 | 9.54 |
BBON | 99.5 | 18.82 |
BBUA | 103.98 | 17.37 |
BBWN | 98.44 | 9.09 |
BCNG | 103.29 | 17.39 |
BDAR | 102.5 | 14.59 |
BDCP | 102.63 | 12.44 |
BDGN | 103.26 | 17.7 |
BDLH | 99.58 | 17.01 |
BDMG | 103.02 | 17.08 |
BDWN | 103.32 | 16.01 |
BGRT | 102.75 | 15.01 |
BGYN | 98.77 | 10.31 |
BHMN | 100.94 | 17.81 |
BHRA | 104.82 | 15.34 |
BHUN | 101.35 | 14.21 |
BJAN | 103.74 | 14.57 |
BJIG | 101.5 | 16.02 |
BKDN | 100.18 | 15.57 |
BKHI | 102.01 | 15.7 |
BKHL | 104.05 | 17.97 |
BKHN | 99.48 | 8.03 |
BKWN | 101.08 | 13.75 |
BLKO | 102.56 | 12.26 |
BLNG | 101.33 | 12.7 |
BLUG | 100.44 | 18.85 |
BMDG | 99.45 | 8.43 |
BMKN | 98.82 | 18.53 |
BMKO | 98.3 | 8.18 |
BMNK | 100.37 | 16.05 |
BMOD | 103.56 | 16.43 |
BNAN | 99.5 | 18.09 |
BNGR | 101.36 | 13 |
BNHG | 98.82 | 18.34 |
BNHI | 102.34 | 17.26 |
BNHO | 104.12 | 16.13 |
BNKE | 104.62 | 16.91 |
BNKK | 101.06 | 18.02 |
BNKN | 102.15 | 12.5 |
BNKP | 102.89 | 14.69 |
BNLG | 104.24 | 15.12 |
BNMK | 104.52 | 16.19 |
BNPI | 102.71 | 16.1 |
BNPU | 102.48 | 17.69 |
BNTK | 99.06 | 17.06 |
BNYM | 104.52 | 15.86 |
BOKA | 101.15 | 19.08 |
BPIA | 101.93 | 17.49 |
BPK001 | 101 | 13.55 |
BPK004 | 101.35 | 13.73 |
BPLA | 99.3 | 10.94 |
BPPS | 100 | 15.94 |
BPTG | 98.73 | 14.62 |
BPUG | 104.62 | 17.35 |
BRKM | 100.09 | 16.75 |
BSBA | 99.38 | 8.88 |
BSCL | 101.14 | 14.07 |
BSDE | 102.07 | 14.84 |
BSIK | 101.64 | 17.32 |
BSMP | 101.02 | 15.78 |
BSUM | 102.45 | 15.21 |
BSVT | 99.44 | 11.26 |
BTHI | 99.12 | 18.65 |
BTHO | 103.44 | 17.7 |
BTTI | 99.66 | 20.24 |
BTUD | 104.27 | 14.67 |
BTWN | 100.16 | 8.08 |
BUGN | 102.25 | 14.5 |
BUKT | 101.88 | 5.85 |
BUSW | 103.65 | 18.36 |
BWKG | 100.27 | 16.61 |
BYNU | 98.32 | 7.77 |
CATK | 99.46 | 13.98 |
CBUR | 99.08 | 8.45 |
CCSS | 99.13 | 10.62 |
CEHM | 99.58 | 18.71 |
CGDO | 98.96 | 19.34 |
CGKG | 100.4 | 20.26 |
CGKM | 100.3 | 19.53 |
CGMN | 100.29 | 18.89 |
CGSN | 100.07 | 20.24 |
CHHA | 100.21 | 18.09 |
CHI003 | 102.01 | 15.68 |
CHI005 | 102.57 | 16.1 |
CHI006 | 102.79 | 16.33 |
CHI010 | 104.25 | 15.52 |
CHI011 | 104.55 | 15.32 |
CHI012 | 103.27 | 16.23 |
CHI013 | 103.47 | 16.41 |
CHKG | 98.36 | 18.51 |
CHM001 | 98.96 | 19.01 |
CHM002 | 98.63 | 18.18 |
CHM003 | 99.36 | 20.06 |
CHM004 | 98.97 | 19.37 |
CHNA | 99.27 | 8.25 |
CHPA | 103.61 | 15.11 |
CHR001 | 99.78 | 19.83 |
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