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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 151 new columns ({'CYM.AX', 'GCUMF', 'AR1.AX', '601609.SS', 'WA1.AX', 'BCU.V', 'NTM.AX', 'CPCPF', 'NU0.F', 'ARJN.V', 'LA.V', 'HBM', 'ARREF', 'MAC.AX', 'HINDCOPPER.NS', 'SFRRF', 'LUNMF', 'MTJ3.F', 'BHAGYANGR.NS', 'ANFGF', 'MTAL', '381.F', 'Q.V', 'GSCU.L', '300697.SZ', '4989.TW', 'CPFXF', 'HCH.V', '688102.SS', 'CYPMF', 'IE.TO', '2009.TW', 'E2E1.F', '3N4.SG', 'JGRRF', '000878.SZ', '005810.KS', 'TRRCF', '9CM0.F', 'BCUFF', 'TWOSF', '688388.SS', 'CPO.AX', 'CSC.AX', 'INUMF', 'BP60.F', 'USCUF', '2IK.F', 'FPMB.F', '5PMA.F', '08W.F', 'GRX.L', '600490.SS', 'HNCUF', 'MARI.TO', 'TKO.L', '002203.SZ', '97E0.F', 'MMLTF', 'HBM.TO', 'HG=F', 'RRR.AX', 'PNTZF', 'SCCO', '300618.SZ', 'KCC.V', 'PUCOBRE.SN', 'C730.F', '000737.SZ', 'XXIX.V', 'HDRSF', '7LY0.F', 'FQVLF', 'HIN.MU', '7GI.F', 'OUW0.F', 'EMTRF', 'MCL.NS', 'BZDLF', 'MARIF', 'FCX', 'IPMLF', 'E9E.F', 'ATCUF', 'KGHPF', 'FCXO34.SA', 'CPPKF', 'HHLKF', 'OCKA.F', 'GRX.AX', 'IE', 'CPER.V', 'CPORF', 'SFR.AX', 'NRX.AX', 'WCUFF', 'ACMDY', 'TNC.AX', 'CUBEXTUB.NS', 'NFM.AX', 'FG1.F', 'HLGVF', 'Date', 'ARJNF', 'ERO', 'SLMFF', 'TWO.V', 'ATYM.L', 'FDY.TO', '600362.SS', 'TVCCF', 'H6F.F', 'CS.TO', '601137.SS', 'CPPMF', '000630.SZ', 'CVV.AX', 'BRVRF', 'KGH.WA', 'HGO.AX', 'WAORF', 'CUU.V', 'CSCCF', 'SAGARDEEP.NS', 'CAML.L', 'PMAM3.SA', 'COPR', 'AXO.V', '301511.SZ', 'ASCUF', 'RAJMET.NS', 'ALM.AX', 'HI.V', 'VCUFF', 'ASCU.TO', 'BFGFF', '600255.SS', 'RDS.AX', 'TGB', 'TFM.V', 'CPR.JO', 'RE8.F', 'PSGR', 'SARKY.IS', 'LSANF', 'JIX.F', 'CAEN', 'QCCUF', 'CFV0.F', '603124.SS', 'CAMLF'}) and 3 missing columns ({'beta_to_copper', 'corr_to_copper', 'ticker'}).
This happened while the csv dataset builder was generating data using
hf://datasets/RichardVR/Stock_Pair_Trading/Stock_Benchmark Analysis/df_prices.csv (at revision fce236e5653a7fe1344f2037750a2edf0f2de2cc)
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 1831, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, 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 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
Date: string
HG=F: double
000630.SZ: double
000737.SZ: double
000878.SZ: double
002203.SZ: double
005810.KS: double
08W.F: double
2009.TW: double
2IK.F: double
300618.SZ: double
300697.SZ: double
301511.SZ: double
381.F: double
3N4.SG: double
4989.TW: double
5PMA.F: double
600255.SS: double
600362.SS: double
600490.SS: double
601137.SS: double
601609.SS: double
603124.SS: double
688102.SS: double
688388.SS: double
7GI.F: double
7LY0.F: double
97E0.F: double
9CM0.F: double
ACMDY: double
ALM.AX: double
ANFGF: double
AR1.AX: double
ARJN.V: double
ARJNF: double
ARREF: double
ASCU.TO: double
ASCUF: double
ATCUF: double
ATYM.L: double
AXO.V: double
BCU.V: double
BCUFF: double
BFGFF: double
BHAGYANGR.NS: double
BP60.F: double
BRVRF: double
BZDLF: double
C730.F: double
CAEN: double
CAML.L: double
CAMLF: double
CFV0.F: double
COPR: double
CPCPF: double
CPER.V: double
CPFXF: double
CPO.AX: double
CPORF: double
CPPKF: double
CPPMF: double
CPR.JO: double
CS.TO: double
CSC.AX: double
CSCCF: double
CUBEXTUB.NS: double
CUU.V: double
CVV.AX: double
CYM.AX: double
CYPMF: double
E2E1.F: double
E9E.F: double
EMTRF: double
ERO: double
FCX: double
FCXO34.SA: double
FDY.TO: double
FG1.F: double
FPMB.F: double
FQVLF: double
GCUMF: double
GRX.AX: double
GRX.L: double
GSCU.L: double
H6F.F: double
HBM: double
HBM.TO: double
HCH.V: double
HDRSF: double
HGO.AX: double
HHLKF: double
HI.V: double
HIN.MU: double
HINDCOPPER.NS: double
HLGVF: double
HNCUF: double
IE: double
IE.TO: double
INUMF: double
IPMLF: double
JGRRF: double
JIX.F: double
KCC.V: double
KGH.WA: double
KGHPF: double
LA.V: double
LSANF: double
LUNMF: double
MAC.AX: double
MARI.TO: double
MARIF: double
MCL.NS: double
MMLTF: double
MTAL: double
MTJ3.F: double
NFM.AX: double
NRX.AX: double
NTM.AX: double
NU0.F: double
OCKA.F: double
OUW0.F: double
PMAM3.SA: double
PNTZF: double
PSGR: double
PUCOBRE.SN: double
Q.V: double
QCCUF: double
RAJMET.NS: double
RDS.AX: double
RE8.F: double
RRR.AX: double
SAGARDEEP.NS: double
SARKY.IS: double
SCCO: double
SFR.AX: double
SFRRF: double
SLMFF: double
TFM.V: double
TGB: double
TKO.L: double
TNC.AX: double
TRRCF: double
TVCCF: double
TWO.V: double
TWOSF: double
USCUF: double
VCUFF: double
WA1.AX: double
WAORF: double
WCUFF: double
XXIX.V: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 17300
to
{'ticker': Value('string'), 'corr_to_copper': Value('float64'), 'beta_to_copper': Value('float64')}
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 1456, 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 1055, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 894, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 970, 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 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 1833, 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 151 new columns ({'CYM.AX', 'GCUMF', 'AR1.AX', '601609.SS', 'WA1.AX', 'BCU.V', 'NTM.AX', 'CPCPF', 'NU0.F', 'ARJN.V', 'LA.V', 'HBM', 'ARREF', 'MAC.AX', 'HINDCOPPER.NS', 'SFRRF', 'LUNMF', 'MTJ3.F', 'BHAGYANGR.NS', 'ANFGF', 'MTAL', '381.F', 'Q.V', 'GSCU.L', '300697.SZ', '4989.TW', 'CPFXF', 'HCH.V', '688102.SS', 'CYPMF', 'IE.TO', '2009.TW', 'E2E1.F', '3N4.SG', 'JGRRF', '000878.SZ', '005810.KS', 'TRRCF', '9CM0.F', 'BCUFF', 'TWOSF', '688388.SS', 'CPO.AX', 'CSC.AX', 'INUMF', 'BP60.F', 'USCUF', '2IK.F', 'FPMB.F', '5PMA.F', '08W.F', 'GRX.L', '600490.SS', 'HNCUF', 'MARI.TO', 'TKO.L', '002203.SZ', '97E0.F', 'MMLTF', 'HBM.TO', 'HG=F', 'RRR.AX', 'PNTZF', 'SCCO', '300618.SZ', 'KCC.V', 'PUCOBRE.SN', 'C730.F', '000737.SZ', 'XXIX.V', 'HDRSF', '7LY0.F', 'FQVLF', 'HIN.MU', '7GI.F', 'OUW0.F', 'EMTRF', 'MCL.NS', 'BZDLF', 'MARIF', 'FCX', 'IPMLF', 'E9E.F', 'ATCUF', 'KGHPF', 'FCXO34.SA', 'CPPKF', 'HHLKF', 'OCKA.F', 'GRX.AX', 'IE', 'CPER.V', 'CPORF', 'SFR.AX', 'NRX.AX', 'WCUFF', 'ACMDY', 'TNC.AX', 'CUBEXTUB.NS', 'NFM.AX', 'FG1.F', 'HLGVF', 'Date', 'ARJNF', 'ERO', 'SLMFF', 'TWO.V', 'ATYM.L', 'FDY.TO', '600362.SS', 'TVCCF', 'H6F.F', 'CS.TO', '601137.SS', 'CPPMF', '000630.SZ', 'CVV.AX', 'BRVRF', 'KGH.WA', 'HGO.AX', 'WAORF', 'CUU.V', 'CSCCF', 'SAGARDEEP.NS', 'CAML.L', 'PMAM3.SA', 'COPR', 'AXO.V', '301511.SZ', 'ASCUF', 'RAJMET.NS', 'ALM.AX', 'HI.V', 'VCUFF', 'ASCU.TO', 'BFGFF', '600255.SS', 'RDS.AX', 'TGB', 'TFM.V', 'CPR.JO', 'RE8.F', 'PSGR', 'SARKY.IS', 'LSANF', 'JIX.F', 'CAEN', 'QCCUF', 'CFV0.F', '603124.SS', 'CAMLF'}) and 3 missing columns ({'beta_to_copper', 'corr_to_copper', 'ticker'}).
This happened while the csv dataset builder was generating data using
hf://datasets/RichardVR/Stock_Pair_Trading/Stock_Benchmark Analysis/df_prices.csv (at revision fce236e5653a7fe1344f2037750a2edf0f2de2cc)
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.
ticker
string | corr_to_copper
float64 | beta_to_copper
float64 |
|---|---|---|
SCCO
| 0.751106
| 1.169829
|
FCX
| 0.744135
| 1.426671
|
KGH.WA
| 0.732039
| 1.197883
|
CS.TO
| 0.73133
| 1.730688
|
FPMB.F
| 0.715914
| 1.326046
|
HBM
| 0.699505
| 1.612239
|
HBM.TO
| 0.694932
| 1.508307
|
FCXO34.SA
| 0.690445
| 1.266068
|
TGB
| 0.682023
| 1.598263
|
LUNMF
| 0.668351
| 1.278764
|
ERO
| 0.667417
| 1.4518
|
ARREF
| 0.663149
| 1.258081
|
FQVLF
| 0.631128
| 1.608453
|
OCKA.F
| 0.607377
| 1.362314
|
ANFGF
| 0.604987
| 1.130759
|
OUW0.F
| 0.58771
| 1.451457
|
FG1.F
| 0.586101
| 0.937223
|
600362.SS
| 0.578169
| 0.859542
|
RE8.F
| 0.558737
| 0.930441
|
000878.SZ
| 0.551521
| 0.736491
|
000630.SZ
| 0.514417
| 0.750244
|
SFR.AX
| 0.512234
| 0.893583
|
CAML.L
| 0.508801
| 0.666887
|
TKO.L
| 0.48679
| 0.90863
|
ATYM.L
| 0.470796
| 0.713631
|
2009.TW
| 0.459276
| 0.934166
|
IPMLF
| 0.39429
| 0.790985
|
000737.SZ
| 0.382355
| 0.744536
|
HINDCOPPER.NS
| 0.380606
| 0.851744
|
HGO.AX
| 0.365913
| 0.891063
|
MARI.TO
| 0.364093
| 0.608576
|
JIX.F
| 0.359048
| 0.845307
|
601609.SS
| 0.357557
| 0.417161
|
FDY.TO
| 0.332434
| 0.867706
|
9CM0.F
| 0.321625
| 0.854389
|
600490.SS
| 0.31951
| 0.648428
|
SFRRF
| 0.309463
| 0.617418
|
3N4.SG
| 0.308499
| 0.985685
|
300697.SZ
| 0.301865
| 0.581731
|
002203.SZ
| 0.290713
| 0.32278
|
USCUF
| 0.290002
| 1.475519
|
CVV.AX
| 0.288097
| 0.897164
|
XXIX.V
| 0.287216
| 0.782133
|
CPFXF
| 0.284255
| 1.126958
|
PUCOBRE.SN
| 0.275522
| 0.26643
|
300618.SZ
| 0.263318
| 0.526491
|
CUU.V
| 0.258176
| 0.975104
|
GCUMF
| 0.241195
| 0.706705
|
BCU.V
| 0.23898
| 0.954954
|
CYM.AX
| 0.237302
| 0.894108
|
E2E1.F
| 0.235437
| 0.396147
|
005810.KS
| 0.233232
| 0.308425
|
MARIF
| 0.233169
| 0.419449
|
NRX.AX
| 0.201323
| 0.821103
|
4989.TW
| 0.198282
| 0.334545
|
GRX.AX
| 0.192572
| 0.500298
|
HDRSF
| 0.18256
| 0.582387
|
GRX.L
| 0.181102
| 0.358387
|
601137.SS
| 0.178591
| 0.352066
|
BCUFF
| 0.169038
| 0.735712
|
HI.V
| 0.168562
| 0.481719
|
600255.SS
| 0.165257
| 0.313489
|
PNTZF
| 0.157047
| 0.71547
|
CUBEXTUB.NS
| 0.141331
| 0.384223
|
MCL.NS
| 0.137765
| 0.34236
|
ALM.AX
| 0.131943
| 0.506486
|
BHAGYANGR.NS
| 0.13143
| 0.26645
|
688388.SS
| 0.12913
| 0.28381
|
5PMA.F
| 0.111442
| 0.332867
|
PMAM3.SA
| 0.101593
| 0.236565
|
HHLKF
| 0.094041
| 0.329713
|
HIN.MU
| 0.090223
| 0.097573
|
BFGFF
| 0.083922
| 0.685144
|
C730.F
| 0.081191
| 0.517667
|
RDS.AX
| 0.079513
| 0.30231
|
LA.V
| 0.079408
| 0.135596
|
NTM.AX
| 0.070476
| 0.282849
|
MTJ3.F
| 0.069175
| 0.098631
|
KCC.V
| 0.059441
| 0.239155
|
ATCUF
| 0.055618
| 0.189407
|
SARKY.IS
| 0.054537
| 0.108979
|
LSANF
| 0.051172
| 0.096407
|
SAGARDEEP.NS
| 0.050789
| 0.118154
|
BRVRF
| 0.049157
| 0.282762
|
TWOSF
| 0.040633
| 0.220326
|
TFM.V
| 0.033252
| 0.21638
|
08W.F
| 0.032241
| 0.289057
|
CFV0.F
| 0.030216
| 0.478409
|
MMLTF
| 0.023101
| 0.055416
|
TVCCF
| 0.016415
| 0.386299
|
TNC.AX
| 0.015794
| 0.153874
|
ACMDY
| 0.012986
| 0.031652
|
TWO.V
| 0.012275
| 0.047806
|
HLGVF
| 0.010366
| 0.060247
|
KGHPF
| 0.010355
| 0.018364
|
SLMFF
| 0.00929
| 0.142938
|
BZDLF
| 0.002504
| 0.016546
|
ARJN.V
| -0.010778
| -0.056995
|
BP60.F
| -0.017995
| -0.17441
|
RAJMET.NS
| -0.020866
| -0.054317
|
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