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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 3 new columns ({'drug class id', 'generics count', 'drug class name'}) and 3 missing columns ({'brand names count', 'dosage form name', 'dosage form id'}).
This happened while the csv dataset builder was generating data using
hf://datasets/ArnobBot/Medicine-Dataset-of-Bangladesh/drug class.csv (at revision b4597c574f1a9acce2a9f69feaec1927b0acd4dc)
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
drug class id: int64
drug class name: string
slug: string
generics count: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 747
to
{'dosage form id': Value(dtype='int64', id=None), 'dosage form name': Value(dtype='string', id=None), 'slug': Value(dtype='string', id=None), 'brand names count': Value(dtype='int64', 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 1317, 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 932, 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 3 new columns ({'drug class id', 'generics count', 'drug class name'}) and 3 missing columns ({'brand names count', 'dosage form name', 'dosage form id'}).
This happened while the csv dataset builder was generating data using
hf://datasets/ArnobBot/Medicine-Dataset-of-Bangladesh/drug class.csv (at revision b4597c574f1a9acce2a9f69feaec1927b0acd4dc)
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.
dosage form id
int64 | dosage form name
string | slug
string | brand names count
int64 |
|---|---|---|---|
38
|
Capsule (Sustained Release)
|
capsule-sustained-release-38
| 65
|
109
|
Capsule (Modified Release)
|
capsule-modified-release-109
| 36
|
80
|
Capsule (Extended Release)
|
capsule-extended-release-80
| 9
|
60
|
Capsule (Delayed Release)
|
capsule-delayed-release-60
| 438
|
82
|
Capsule (Controlled Release)
|
capsule-controlled-release-82
| 4
|
2
|
Capsule
|
capsule-2
| 2,011
|
179
|
Bolus Tablet
|
bolus-tablet-179
| 89
|
12
|
Injection
|
injection-12
| 234
|
14
|
Inhaler
|
inhaler-14
| 96
|
136
|
Inhalation Capsule
|
inhalation-capsule-136
| 111
|
105
|
IM/SC Injection
|
imsc-injection-105
| 36
|
68
|
IM/IV Injection
|
imiv-injection-68
| 646
|
147
|
IM/IA Injection
|
imia-injection-147
| 10
|
69
|
IM Injection
|
im-injection-69
| 293
|
94
|
Hand Rub
|
hand-rub-94
| 71
|
6
|
Gel
|
gel-6
| 53
|
140
|
Viscous Eye Drop
|
viscous-eye-drop-140
| 2
|
169
|
Viscoelastic Solution
|
viscoelastic-solution-169
| 5
|
86
|
Vaginal Tablet
|
vaginal-tablet-86
| 10
|
113
|
Vaginal Suppository
|
vaginal-suppository-113
| 9
|
65
|
Vaginal Pessary
|
vaginal-pessary-65
| 1
|
112
|
Vaginal Gel
|
vaginal-gel-112
| 5
|
64
|
Vaginal Cream
|
vaginal-cream-64
| 11
|
62
|
Transdermal Patch
|
transdermal-patch-62
| 6
|
126
|
Topical Suspension
|
topical-suspension-126
| 1
|
39
|
Topical Spray
|
topical-spray-39
| 20
|
93
|
Topical Solution
|
topical-solution-93
| 20
|
168
|
Topical Powder
|
topical-powder-168
| 10
|
138
|
Topical Gel
|
topical-gel-138
| 30
|
37
|
Tablet (Sustained Release)
|
tablet-sustained-release-37
| 127
|
160
|
Tablet (Prolonged Release)
|
tablet-prolonged-release-160
| 2
|
42
|
Tablet (Modified Release)
|
tablet-modified-release-42
| 55
|
154
|
Tablet (Immediate Release)
|
tablet-immediate-release-154
| 1
|
41
|
Tablet (Extended Release)
|
tablet-extended-release-41
| 247
|
46
|
Tablet (Enteric Coated)
|
tablet-enteric-coated-46
| 308
|
132
|
Tablet (Delayed Release)
|
tablet-delayed-release-132
| 122
|
43
|
Tablet (Controlled Release)
|
tablet-controlled-release-43
| 65
|
1
|
Tablet
|
tablet-1
| 9,368
|
3
|
Syrup
|
syrup-3
| 1,010
|
96
|
Surgical Scrub
|
surgical-scrub-96
| 2
|
4
|
Suppository
|
suppository-4
| 64
|
152
|
Sublingual Tablet
|
sublingual-tablet-152
| 4
|
146
|
Sprinkle Capsule
|
sprinkle-capsule-146
| 3
|
48
|
Solution for Inhalation
|
solution-for-inhalation-48
| 9
|
85
|
Solution
|
solution-85
| 37
|
125
|
Shampoo
|
shampoo-125
| 14
|
90
|
Scalp Solution
|
scalp-solution-90
| 21
|
127
|
Scalp Ointment
|
scalp-ointment-127
| 3
|
89
|
Scalp Lotion
|
scalp-lotion-89
| 4
|
67
|
SC Injection
|
sc-injection-67
| 225
|
79
|
Retard Tablet
|
retard-tablet-79
| 11
|
172
|
Respirator Solution
|
respirator-solution-172
| 11
|
131
|
Rectal Saline
|
rectal-saline-131
| 2
|
36
|
Rectal Ointment
|
rectal-ointment-36
| 5
|
75
|
Powder for Suspension
|
powder-for-suspension-75
| 1,011
|
33
|
Powder for Solution
|
powder-for-solution-33
| 73
|
44
|
Powder for Injection
|
powder-for-injection-44
| 3
|
21
|
Pediatric Drops
|
pediatric-drops-21
| 245
|
181
|
OROS Tablet
|
oros-tablet-181
| 1
|
5
|
Oral Suspension
|
oral-suspension-5
| 576
|
18
|
Oral Solution
|
oral-solution-18
| 263
|
144
|
Oral Soluble Film
|
oral-soluble-film-144
| 2
|
20
|
Oral Powder
|
oral-powder-20
| 122
|
22
|
Oral Paste
|
oral-paste-22
| 7
|
78
|
Oral Gel
|
oral-gel-78
| 22
|
142
|
Oral Emulsion
|
oral-emulsion-142
| 10
|
118
|
Ophthalmic Suspension
|
ophthalmic-suspension-118
| 116
|
148
|
Ophthalmic Solution
|
ophthalmic-solution-148
| 728
|
19
|
Ophthalmic Ointment
|
ophthalmic-ointment-19
| 77
|
76
|
Ophthalmic Gel
|
ophthalmic-gel-76
| 21
|
157
|
Ophthalmic Emulsion
|
ophthalmic-emulsion-157
| 8
|
7
|
Ointment
|
ointment-7
| 242
|
170
|
Ocular Spray
|
ocular-spray-170
| 1
|
139
|
Nebuliser Suspension
|
nebuliser-suspension-139
| 7
|
141
|
Nebuliser Solution
|
nebuliser-solution-141
| 22
|
53
|
Nasal Spray
|
nasal-spray-53
| 65
|
165
|
Nasal Ointment
|
nasal-ointment-165
| 1
|
10
|
Nasal Drop
|
nasal-drop-10
| 46
|
174
|
Nail Lacquer
|
nail-lacquer-174
| 2
|
124
|
Muscle Rub
|
muscle-rub-124
| 2
|
151
|
MUPS Tablet
|
mups-tablet-151
| 43
|
95
|
Mouthwash
|
mouthwash-95
| 36
|
176
|
Microgranules
|
microgranules-176
| 2
|
88
|
Medicated Bar
|
medicated-bar-88
| 2
|
9
|
Lotion
|
lotion-9
| 45
|
63
|
Long Acting Tablet
|
long-acting-tablet-63
| 3
|
166
|
Long Acting Injection
|
long-acting-injection-166
| 3
|
92
|
Liquid Cleanser Soap
|
liquid-cleanser-soap-92
| 1
|
162
|
Liquid
|
liquid-162
| 14
|
133
|
IV/SC Injection
|
ivsc-injection-133
| 52
|
134
|
IV Injection or Infusion
|
iv-injection-or-infusion-134
| 159
|
70
|
IV Injection
|
iv-injection-70
| 406
|
17
|
IV Infusion
|
iv-infusion-17
| 509
|
108
|
Irrigation Solution
|
irrigation-solution-108
| 7
|
119
|
Intravitreal Injection
|
intravitreal-injection-119
| 2
|
59
|
Intratracheal Suspension
|
intratracheal-suspension-59
| 2
|
107
|
Intraspinal Injection
|
intraspinal-injection-107
| 9
|
180
|
Intracameral Injection
|
intracameral-injection-180
| 1
|
104
|
Intra-articular Injection
|
intra-articular-injection-104
| 4
|
175
|
Flash Tablet
|
flash-tablet-175
| 11
|
End of preview.
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