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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 |
End of preview.
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