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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)

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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
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