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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 1 missing columns ({'model_search_embeddings'})
This happened while the csv dataset builder was generating data using
hf://datasets/blade57/ModelNumber_Sample/ModelsNumbers_No_Embeddings.csv (at revision 6d0013c69240bab9a9ca1040559f215242764a28)
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 2011, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, 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 2302, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
brand: string
model_number: string
model_name: string
year: int64
randomdata: int64
model_search: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 963
to
{'brand': Value(dtype='string', id=None), 'model_number': Value(dtype='string', id=None), 'model_name': Value(dtype='string', id=None), 'year': Value(dtype='int64', id=None), 'randomdata': Value(dtype='int64', id=None), 'model_search': Value(dtype='string', id=None), 'model_search_embeddings': Value(dtype='string', 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 1321, 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 935, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, 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 1882, 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 2013, 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 missing columns ({'model_search_embeddings'})
This happened while the csv dataset builder was generating data using
hf://datasets/blade57/ModelNumber_Sample/ModelsNumbers_No_Embeddings.csv (at revision 6d0013c69240bab9a9ca1040559f215242764a28)
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.
brand string | model_number string | model_name string | year int64 | randomdata int64 | model_search string | model_search_embeddings string |
|---|---|---|---|---|---|---|
Landini | L4240HSTC | Hydraulic Excavator | 2,017 | 1,439 | L4240HSTC | [[-1.98329911e-02 3.39664072e-02 -1.00789489e-02 -2.79874969e-02
-1.66743770e-02 2.10811198e-03 1.68475192e-02 9.98018533e-02
-1.74366646e-02 -2.87020393e-02 4.09014821e-02 -2.28128787e-02
6.45184591e-02 -2.20789891e-02 -3.68809104e-02 7.03555197e-02
1.33820577e-02 -5.17421663e-02 -3.73219587e-02 -3.780... |
John Deere | LS1401203 | 4WD Tractor | 2,007 | 1,203 | LS1401203 | [[-1.07378140e-01 -1.21165002e-02 -1.32216746e-02 -4.59153615e-02
6.67949095e-02 -4.89671575e-03 2.52969377e-02 6.83130622e-02
2.60315817e-02 -3.02180462e-02 7.15901703e-02 -1.90736633e-02
1.43163456e-02 -5.76997502e-03 -1.22228689e-01 5.24622649e-02
-1.39994714e-02 -1.23405933e-01 2.58012558e-03 1.570... |
Volvo | R40441789 | Wheel Loader | 2,017 | 1,789 | R40441789 | [[-1.11558892e-01 -1.16389170e-02 -9.01022553e-02 4.33701882e-03
1.15484530e-02 1.95438918e-02 2.51996592e-02 4.41421680e-02
1.42268939e-02 -3.28038782e-02 -3.28479125e-03 -2.69329939e-02
-9.94364824e-03 1.25014381e-02 -8.98027513e-03 2.99864672e-02
-9.08783730e-03 -5.87523766e-02 -7.23870546e-02 -3.748... |
Volvo | Lexion 520 | 4WD Tractor | 2,012 | 1,415 | Lexion520 | [[-1.18774667e-01 -7.21589401e-02 -3.48219573e-02 -1.19183492e-02
-5.67231923e-02 -3.36653888e-02 1.12709455e-01 5.02443425e-02
-4.19817539e-03 2.33862945e-03 1.47381034e-02 -5.83672523e-02
-7.13371206e-03 7.96342362e-03 -8.18101764e-02 4.46592905e-02
-1.46919340e-02 -1.93504579e-02 -1.01780914e-01 3.096... |
Caterpillar | 9570RT | 2WD Tractor | 2,005 | 1,531 | 9570RT | [[-1.56322904e-02 4.32611816e-02 -9.24355164e-02 3.21167372e-02
-1.12699717e-02 -3.73820774e-02 7.47343153e-03 7.52143338e-02
-5.32219969e-02 -6.17665015e-02 3.46371275e-03 -2.49685496e-02
-6.29248172e-02 4.86507192e-02 -5.66272065e-02 -2.37248577e-02
4.82365303e-02 -9.11456048e-02 1.64225686e-03 -1.013... |
John Deere | H255S1714 | Vibratory Smooth Drum Roller | 2,017 | 1,714 | H255S1714 | [[-6.40216172e-02 6.32189289e-02 -4.81848754e-02 -1.47364484e-02
6.80940971e-02 -7.61751365e-03 6.91309869e-02 -2.99114268e-02
-2.38763522e-02 -5.11308014e-02 6.29722923e-02 6.67825108e-03
-1.59414466e-02 -3.94031592e-02 -1.29063696e-01 6.92357030e-03
-2.49982178e-02 -8.85414407e-02 2.94305384e-02 -8.344... |
Wil-Rich | Optimer 4001 | Vibratory Smooth Drum Roller | 2,013 | 1,296 | Optimer4001 | [[-5.15006855e-02 -4.89800330e-03 -7.08175525e-02 -3.95235941e-02
-3.33626606e-02 -7.35792071e-02 7.07830414e-02 6.32638186e-02
-2.94304993e-02 -1.79642569e-02 7.53118843e-02 -1.37200849e-02
-7.64559489e-03 5.47955632e-02 -4.54935357e-02 1.19654723e-01
-1.20765890e-03 -9.58995521e-02 2.67973673e-02 -1.778... |
John Deere | E37C1403 | Hydraulic Excavator | 2,013 | 1,403 | E37C1403 | [[-8.19912478e-02 3.49699147e-02 -8.20995588e-03 5.03311586e-03
-8.46262206e-04 3.32476534e-02 6.47861734e-02 6.48693815e-02
4.40032184e-02 -3.56422253e-02 6.76731989e-02 -1.07040271e-01
-1.29351607e-02 -1.07363835e-02 -6.39593601e-02 3.24161425e-02
7.27479870e-04 -1.14467837e-01 -2.93097924e-02 -4.360... |
Komatsu | STEIGER 420 WHEELED | Hydraulic Excavator | 2,004 | 1,476 | STEIGER420WHEELED | [[-3.07084993e-02 9.67899635e-02 -6.25411272e-02 3.42021994e-02
-1.14889607e-01 -2.01454032e-02 3.02150920e-02 2.86319535e-02
-4.99431826e-02 -4.55954522e-02 7.14337379e-02 1.43927010e-02
3.63272019e-02 -5.61527461e-02 -7.47082457e-02 3.83832417e-02
6.34133909e-03 1.18000554e-02 -5.85515499e-02 3.684... |
Caterpillar | PC600-6 | Feller Buncher | 2,005 | 1,899 | PC600-6 | [[-1.83914602e-02 2.45997887e-02 -5.35938069e-02 3.50948935e-03
8.44512973e-03 6.36598244e-02 -4.13610972e-02 1.67497788e-02
-5.36999665e-02 2.74801105e-02 5.53499758e-02 1.92762427e-02
-8.77097845e-02 -7.21950410e-03 -4.11424367e-03 8.24837685e-02
-3.69899981e-02 -2.39919741e-02 -5.21745794e-02 1.083... |
Claas | 2261598 | Wheel Loader | 2,005 | 1,598 | 2261598 | [[-1.13612540e-01 -4.63466644e-02 -2.70825066e-02 3.27430591e-02
-8.73745307e-02 5.58181945e-03 -1.61291920e-02 2.77609527e-02
5.32496683e-02 -9.65090618e-02 7.73773482e-03 -6.80808164e-03
-7.73655856e-03 -8.52454230e-02 -7.00378045e-02 -8.29214789e-03
-3.59962545e-02 -1.44582428e-02 -3.27138975e-02 -2.384... |
Kubota | AP1055E | Crawler Tractor | 2,000 | 1,641 | AP1055E | [[-8.55578184e-02 1.28679369e-02 -4.97799134e-03 -2.42972467e-02
-8.09693262e-02 3.36374380e-02 8.63894001e-02 -7.88863562e-03
2.14129258e-02 2.98870541e-02 5.43608032e-02 5.09304069e-02
-4.80274204e-03 3.39028388e-02 -5.61864339e-02 4.24365327e-02
3.91006581e-02 -8.01566094e-02 -3.53794880e-02 -3.717... |
Case IH | 21801534 | Cultivator | 2,011 | 1,534 | 21801534 | [[ 1.16582923e-02 -7.79128745e-02 -1.14019983e-01 -3.60732526e-02
-1.61833107e-01 1.21968472e-02 -2.28691231e-02 1.82399563e-02
2.30233073e-02 -8.98429677e-02 -4.50316817e-02 4.09631990e-02
3.90673317e-02 -2.25458071e-02 -7.05592558e-02 -1.37654156e-03
-8.69490393e-03 -5.11189513e-02 -3.07728276e-02 -1.309... |
Komatsu | D53P-16 | Wheel Loader | 2,008 | 1,780 | D53P-16 | [[-1.03694700e-01 5.03480621e-02 7.07983375e-02 -1.11987084e-01
1.58507586e-03 -5.29474914e-02 7.25759119e-02 7.31530320e-03
-9.86098405e-03 7.47133687e-04 -1.02317566e-02 -5.66770835e-03
-2.50780582e-02 4.37979074e-03 -7.70089030e-02 2.00882740e-02
-1.90612581e-03 -5.80750890e-02 -1.80411048e-03 7.778... |
Caterpillar | 5325 Utility | 4WD Tractor | 2,011 | 1,294 | 5325Utility | [[-2.85083544e-03 3.74679528e-02 -5.23164682e-02 3.04476060e-02
-1.02159500e-01 9.52230301e-03 4.59742323e-02 1.80159230e-02
1.13936337e-02 -5.98176084e-02 -2.75909696e-02 -4.81201969e-02
-1.99960116e-02 -7.56857842e-02 -1.19050883e-01 -7.91099891e-02
-5.02281934e-02 -7.40806609e-02 -9.74614844e-02 4.997... |
Case IH | 962L1700 | Combine | 2,007 | 1,700 | 962L1700 | [[-7.85786137e-02 1.24886604e-02 -8.22754055e-02 -2.06230506e-02
-2.23462544e-02 -4.03594747e-02 3.68308611e-02 6.38652146e-02
6.29747426e-03 -1.12433352e-01 -4.22232337e-02 -2.23721471e-02
-3.97338569e-02 4.25963569e-03 -7.14456290e-02 -3.00118001e-03
4.12300602e-02 -6.44903332e-02 -4.95675802e-02 -3.072... |
Hitachi | 332D1550 | Harrow | 2,013 | 1,550 | 332D1550 | [[-1.40717611e-01 -5.08708954e-02 -2.98800003e-02 -6.88859299e-02
-8.22288767e-02 -7.16706961e-02 6.16169535e-02 8.87149072e-04
5.13779409e-02 -5.76366931e-02 1.13557167e-02 -7.98127502e-02
2.70975437e-02 -5.54602258e-02 -6.09871112e-02 2.71447562e-02
1.46092335e-02 1.95358545e-04 -3.29992697e-02 1.482... |
New Holland | Classic T161 | Hydraulic Excavator | 2,013 | 1,999 | ClassicT161 | [[-3.68660018e-02 7.69912750e-02 5.78647363e-04 -5.38724661e-02
5.10961302e-02 -4.48117070e-02 3.73099186e-02 6.67403266e-02
-6.77895173e-02 -4.87723053e-02 4.17389683e-02 -5.21533191e-03
-4.63954099e-02 4.40816060e-02 -5.44268414e-02 4.72900495e-02
1.18561108e-02 -1.09335035e-01 2.65057553e-02 1.940... |
Case IH | L3301-HST | Combine | 2,018 | 1,494 | L3301-HST | [[-6.16363399e-02 -1.82075668e-02 2.60987245e-02 -4.25019376e-02
7.67070949e-02 1.52467666e-02 -1.83469374e-02 6.66859001e-02
-4.82212715e-02 -5.20253405e-02 8.08268934e-02 -2.99778897e-02
-3.70237082e-02 -7.37850666e-02 -7.94043206e-03 5.22343367e-02
2.68456433e-03 -5.67035265e-02 2.50834376e-02 -5.785... |
AMCO | SB541C | Loader Backhoe | 2,011 | 1,383 | SB541C | [[-4.27721143e-02 -1.23028919e-01 -2.62208749e-02 2.16682386e-02
4.67756651e-02 3.89775410e-02 6.61117062e-02 -3.77714797e-03
5.73359020e-02 -5.12270406e-02 -3.06906458e-02 9.05738994e-02
-4.48335931e-02 -4.94209640e-02 -2.34348755e-02 5.44168837e-02
4.76140119e-02 -5.85767627e-02 4.64213490e-02 -2.581... |
Eco Log | DC150 XLT | 4WD Tractor | 2,002 | 1,386 | DC150XLT | [[-7.00492114e-02 8.67314562e-02 -1.00781135e-02 -4.46084440e-02
-9.42835119e-03 -3.73258106e-02 6.97033480e-03 1.98979657e-02
-5.85956983e-02 -4.52046357e-02 8.36938843e-02 -5.34150489e-02
1.49842408e-02 2.88086664e-02 -6.92972466e-02 7.34642446e-02
6.63660020e-02 -4.78638895e-03 -4.64743450e-02 -1.517... |
Caterpillar | 16101597 | Wheel Dozer | 2,007 | 1,597 | 16101597 | [[-1.20206490e-01 -1.13311755e-02 -4.90369238e-02 -2.44418737e-02
-8.10353458e-02 -1.58889685e-02 -2.84236241e-02 4.71190214e-02
1.94543283e-02 -6.84267953e-02 -5.41644357e-03 -9.51745436e-02
-1.65089164e-02 -3.88746746e-02 -1.36854827e-01 -2.47376151e-02
6.97652111e-03 -1.85380373e-02 1.63318205e-03 1.778... |
Komatsu | Magnum 275 | Shovel | 2,003 | 1,734 | Magnum275 | [[-1.34512484e-01 -4.86898469e-03 -4.43318933e-02 1.96356121e-02
-3.80466394e-02 3.01948898e-02 -4.75990325e-02 6.89585954e-02
-5.59546007e-03 -3.32982093e-02 1.51365129e-02 -3.04642413e-02
-4.15994860e-02 2.98036356e-02 -5.36128245e-02 -2.69570164e-02
-1.19405240e-02 -4.44572903e-02 7.07668364e-02 -5.926... |
Caterpillar | DHS745 | 4WD Tractor | 2,003 | 1,913 | DHS745 | [[-1.63501889e-01 2.54725087e-02 5.17153591e-02 -2.22588461e-02
-4.34421264e-02 -9.10816062e-03 1.53223993e-02 6.53495453e-03
-4.69172299e-02 -2.36832928e-02 -1.06609147e-02 3.75579596e-02
-6.49536848e-02 6.94149174e-03 -6.66763186e-02 -2.57819742e-02
6.64976090e-02 -8.02963451e-02 3.90414633e-02 -6.527... |
Champion | LT85A1084 | Multi Terrain Loader | 2,016 | 1,084 | LT85A1084 | [[-3.42453606e-02 7.67304152e-02 -1.81766637e-02 -3.41579621e-03
1.38183199e-02 1.53120039e-02 -3.69667867e-03 6.57123402e-02
3.53844627e-03 -8.41694400e-02 5.39639890e-02 3.13176550e-02
-3.86572024e-03 -2.16865521e-02 -4.33376059e-02 3.79900225e-02
-5.65197458e-03 -1.34702846e-01 -1.10383607e-01 -7.125... |
Caterpillar | 7730 152 PTO hp | Vibratory Compactor | 2,015 | 1,087 | 7730152PTOhp | [[-8.52813274e-02 1.10343937e-02 -7.85229579e-02 -9.56991222e-04
1.81036396e-03 -3.10804676e-02 3.12414784e-02 2.32118368e-02
-1.95412096e-02 -7.37364367e-02 8.28654564e-04 -1.32645801e-01
-7.94660524e-02 -2.08636234e-03 -9.63709652e-02 1.06723160e-02
1.80209484e-02 -1.16320841e-01 6.90422067e-03 -2.735... |
Komatsu | K9-4 Kohler | Crawler Tractor | 2,005 | 1,655 | K9-4Kohler | [[-7.81201795e-02 3.27863619e-02 1.29168751e-02 1.27898417e-02
-3.97997350e-02 5.19555025e-02 2.59378869e-02 7.24330097e-02
-6.81295767e-02 -9.02964473e-02 2.24154536e-02 -1.26608908e-01
-1.07330747e-01 2.35341061e-02 -5.64858504e-02 1.98962223e-02
-9.64743303e-05 -1.89839080e-02 -6.92434534e-02 -1.681... |
New Holland | 450E/6415 | Hydraulic Excavator | 2,006 | 1,165 | 450E6415 | [[-7.59069398e-02 8.22168663e-02 2.03710292e-02 -2.72044577e-02
5.01729827e-03 3.04887095e-03 -9.11623519e-03 3.47867496e-02
8.61258805e-03 -3.64581943e-02 -1.96065642e-02 -7.51054436e-02
-2.19901577e-02 -3.22956517e-02 -5.23556843e-02 -9.90913529e-03
-3.37514877e-02 -8.00867602e-02 -8.09628889e-02 -3.531... |
Liebherr | L3830HST | 4WD Tractor | 2,005 | 1,899 | L3830HST | [[-4.28959243e-02 4.06757332e-02 -1.29198413e-02 -2.84703597e-02
1.51901888e-02 -6.97328430e-03 1.60999689e-02 9.14350823e-02
2.48240512e-02 -1.64215323e-02 4.44393530e-02 -3.14850621e-02
-1.80298202e-02 -4.99727204e-02 -7.74901360e-03 4.87211980e-02
2.35587712e-02 -7.62767419e-02 2.61137378e-03 -1.631... |
JCB | Mistral 50 | Hydraulic Excavator | 2,000 | 1,695 | Mistral50 | [[-6.22218661e-02 3.78254093e-02 -2.03361977e-02 -5.17193377e-02
4.72734831e-02 -4.47836146e-02 1.06915444e-01 -9.63360257e-03
3.75730894e-03 -5.26949093e-02 2.72542611e-02 -3.32904533e-02
6.70778798e-03 -3.75959203e-02 -2.44786348e-02 3.51632796e-02
-2.47965418e-02 -3.52052711e-02 -1.64085142e-02 -1.622... |
End of preview.
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Check out the documentation for more information.
ModelsNumbers
Generated by Faker, contains data for testing searching model numbers using vectorized model numbers.
Size: 50,000 entries.
Columns:
- brand
- model_number
- model_name
- year
- randomdata: between 1000 and 2000. Append to model_number if the faked value is under 6 characters.
- model_search: remove some characters (see below) from model_number. This used for creating embeddings.
- model_search_embeddings: only in those datasets with 'embeddings' added to filename.
license: mit
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