add script
Browse files
lasid.py
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| 1 |
+
# coding=utf-8
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| 2 |
+
# Copyright 2021 The TensorFlow Datasets Authors and the HuggingFace Datasets Authors.
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| 3 |
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# Copyright 2021 Phonetics and Speech Laboratory, Trinity College, Dublin
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| 4 |
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#
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| 5 |
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# Licensed under the Apache License, Version 2.0 (the "License");
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| 6 |
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# you may not use this file except in compliance with the License.
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| 7 |
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# You may obtain a copy of the License at
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| 8 |
+
#
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| 9 |
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# http://www.apache.org/licenses/LICENSE-2.0
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| 10 |
+
#
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| 11 |
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# Unless required by applicable law or agreed to in writing, software
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| 12 |
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# distributed under the License is distributed on an "AS IS" BASIS,
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| 13 |
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 14 |
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# See the License for the specific language governing permissions and
|
| 15 |
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# limitations under the License.
|
| 16 |
+
# Lint as: python3
|
| 17 |
+
|
| 18 |
+
import sys
|
| 19 |
+
from pathlib import Path
|
| 20 |
+
|
| 21 |
+
import datasets
|
| 22 |
+
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| 23 |
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try:
|
| 24 |
+
import icu
|
| 25 |
+
except ImportError:
|
| 26 |
+
sys.exit("ICU not found (hint: pip install pyicu)")
|
| 27 |
+
|
| 28 |
+
_DESCRIPTION = """\
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| 29 |
+
Linguistic Atlas and Survey of Irish Dialects, volume 1
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| 30 |
+
"""
|
| 31 |
+
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| 32 |
+
_CITATION = """\
|
| 33 |
+
@book{wagner1958linguistic,
|
| 34 |
+
title={Linguistic Atlas and Survey of Irish Dialects: Introduction, 300 maps.},
|
| 35 |
+
author={Wagner, H.},
|
| 36 |
+
number={v. 1},
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| 37 |
+
year={1958},
|
| 38 |
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publisher={Dublin Institute for Advanced Studies}
|
| 39 |
+
}
|
| 40 |
+
|
| 41 |
+
@phdthesis{mckendry1982computer,
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| 42 |
+
title={Computer-aided contributions to the study of Irish dialects},
|
| 43 |
+
author={McKendry, Eugene},
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| 44 |
+
year={1982},
|
| 45 |
+
school={Queen's University Belfast}
|
| 46 |
+
}
|
| 47 |
+
|
| 48 |
+
@article{mckendry1998linguistic,
|
| 49 |
+
title={The Linguistic Atlas and Survey of Irish Dialects (LASID) and the Computer},
|
| 50 |
+
author={McKendry, Eugene},
|
| 51 |
+
journal={Studia Celtica Upsaliensia},
|
| 52 |
+
volume={2},
|
| 53 |
+
pages={345--354},
|
| 54 |
+
year={1998}
|
| 55 |
+
}
|
| 56 |
+
"""
|
| 57 |
+
|
| 58 |
+
_DATA_URL = "https://www3.smo.uhi.ac.uk/oduibhin/oideasra/lasid/lasid.zip"
|
| 59 |
+
|
| 60 |
+
LASID_ICU = """
|
| 61 |
+
\x07 β α΅ ;
|
| 62 |
+
\\\t β α΅ ; # \x09
|
| 63 |
+
\x0e β α΄΅ ;
|
| 64 |
+
\x11 β Κ° ;
|
| 65 |
+
\x12 β β± ;
|
| 66 |
+
\x13 β α΅ ;
|
| 67 |
+
\x14 β α΅Μ€ ;
|
| 68 |
+
\x15 β Κ³ ;
|
| 69 |
+
\x16 β Λ’ ;
|
| 70 |
+
\x17 β αΆ΄ ;
|
| 71 |
+
\x18 β α΅ ;
|
| 72 |
+
\x19 β α΅ ;
|
| 73 |
+
\x1a β α΅Μ― ;
|
| 74 |
+
\x1c β α΅ ;
|
| 75 |
+
\x1d β Κ· ;
|
| 76 |
+
\x1e β αΆΎ ;
|
| 77 |
+
\x1f β α΅ ;
|
| 78 |
+
\# β αΆ ; # \x23
|
| 79 |
+
\$ β α΅ ; # \x24
|
| 80 |
+
\% β α΅ ; # \x25
|
| 81 |
+
\& β α΅ ; # \x26 Λ for IPA
|
| 82 |
+
\' β β ; # \x27
|
| 83 |
+
\: β Λ ; # \x3a
|
| 84 |
+
\< β β±Μ ; # \x3c
|
| 85 |
+
\= β β±Μ― ; # \x3d
|
| 86 |
+
\? β Κ ; # \x3f
|
| 87 |
+
\@ β Κ² ; # \x40
|
| 88 |
+
E β α΄ ; # \x45
|
| 89 |
+
I β Ιͺ ; # \x49
|
| 90 |
+
L β Κ ;
|
| 91 |
+
N β Ι΄ ;
|
| 92 |
+
R β Κ ;
|
| 93 |
+
\^ β α΅ ; # \x5e
|
| 94 |
+
\_ β Η° ; # crane, 021 # \x5f
|
| 95 |
+
\` β ΙΜΜ ; # limekiln, 078: \x60
|
| 96 |
+
\| β βΏ ; # lamb, 055: \x7c
|
| 97 |
+
\~ β α΅ ; # dreaming, 078; maybe βΏΜ ? # \x7e
|
| 98 |
+
\x7f β α΄Μ ;
|
| 99 |
+
\x80 β Ο ; # ΙΈ
|
| 100 |
+
\x81 β ΓΌ ;
|
| 101 |
+
\x83 β Ι \u0300 ;
|
| 102 |
+
\x84 β eΜ \u0323 ; # FIXME
|
| 103 |
+
\\\x85 β eΜΜ ; # this is οΏ½, so it needs to be escaped
|
| 104 |
+
\x86 β uΜΜ ; # lamb, 038
|
| 105 |
+
\x87 β uΜ ; # finger-nails, 043
|
| 106 |
+
\x88 β Κ ; # looks like tΜ : toothache, 033
|
| 107 |
+
\x89 β α΅ ; # eggs, 066
|
| 108 |
+
\x8a β Γ¨ ;
|
| 109 |
+
\x8b β Γ― ;
|
| 110 |
+
\x8c β ΙΜΜ ; # grandmother, 007
|
| 111 |
+
\x8d β ΙΜ ;
|
| 112 |
+
\x8e β ΙΜ ; # before i go, 078
|
| 113 |
+
\x8f β oΜΜ ; # as cute, 062
|
| 114 |
+
\x91 β Γ¦ ;
|
| 115 |
+
\x92 β oΜ ;
|
| 116 |
+
\x93 β Ι ;
|
| 117 |
+
\x94 β ΓΆ ;
|
| 118 |
+
\x95 β ΙΜΜ ;
|
| 119 |
+
\x96 β Γ» ; # milking, 067
|
| 120 |
+
\x97 β Ι \u0323 ; # FIXME (maybe Ξ±Μ© or ΙΜ ?)
|
| 121 |
+
\x98 β vΜ ;
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| 122 |
+
\x99 β tΜ ; # toothache, 021
|
| 123 |
+
\x9a β rΜ ;
|
| 124 |
+
\x9b β ΓΈ ;
|
| 125 |
+
\x9c β Ι΄Μ ; # sick, 034
|
| 126 |
+
\x9d β ΕΜ ; # grazing, 002
|
| 127 |
+
\x9e β nΜ ;
|
| 128 |
+
\x9f β lΜ ; # plumage, 068
|
| 129 |
+
\xa4 β kΜ ; # plumage, 068
|
| 130 |
+
\xa5 β gΜ ;
|
| 131 |
+
\xa6 β dΜ ; # wedge, 021
|
| 132 |
+
\xa7 β uΜ ;
|
| 133 |
+
\xa8 β oΜΜ ;
|
| 134 |
+
\xa9 β oΜ ;
|
| 135 |
+
\xaa β iΜ ;
|
| 136 |
+
\xab β ΙΜ ;
|
| 137 |
+
\xac β eΜ ;
|
| 138 |
+
\xad β oΜ€ ;
|
| 139 |
+
\xae β Ξ» ;
|
| 140 |
+
\xaf β Ι ; # Ξ± in the software
|
| 141 |
+
\xb0 β Ι ;
|
| 142 |
+
\xb1 β ΙΜ \u0323 ; # FIXME
|
| 143 |
+
\xb2 β Ι ;
|
| 144 |
+
\xb4 β α΅ ; # tail, 007
|
| 145 |
+
\xb6 β ΙΜ ; # Ξ±Μ in the software
|
| 146 |
+
\xb7 β aΜ ;
|
| 147 |
+
\xb8 β Ξ» \u0323 ; # FIXME
|
| 148 |
+
\xb9 β Ι ;
|
| 149 |
+
\xba β Κ \u030c ; # calling, 067
|
| 150 |
+
\xbb β Ε‘ ;
|
| 151 |
+
\xbc β Ε ;
|
| 152 |
+
\xbd β ΙΜ ;
|
| 153 |
+
\xbe β eΜ ; # tied, 88N
|
| 154 |
+
\xc1 β β² ; # superscript prime
|
| 155 |
+
\xc5 β α΄Μ ; # fart, 071
|
| 156 |
+
\xc6 β aΜ ; # calf, 046
|
| 157 |
+
\xc7 β t \u0323 ; # probably tΜ
|
| 158 |
+
\xc8 β Ξ»Μ― ; # mane, 067
|
| 159 |
+
\xc9 β oΜ― ; # hare, 088
|
| 160 |
+
\xca β β±’ ; # loaf, 001
|
| 161 |
+
\xcb β Ι« ; # loaf, 003
|
| 162 |
+
\xcc β mΜ₯ ; # awake, 001
|
| 163 |
+
\xcd β ΚΜ₯ ; # thieving, 003
|
| 164 |
+
\xce β Λ ;
|
| 165 |
+
\xcf β Λ ; # cattle, 040
|
| 166 |
+
\xd0 β Γ° ; # boar, 88N
|
| 167 |
+
\xd1 β s \u0323 ; # FIXME # slime 008
|
| 168 |
+
\xd2 β r \u0323 ; # FIXME # bulls 067
|
| 169 |
+
\xd3 β ΙͺΜ ; # suit of clothes 039
|
| 170 |
+
\xd4 β α΄Μ ;
|
| 171 |
+
\xd5 β p \u0323 ; # FIXME # castrating 053
|
| 172 |
+
\xd7 β ΙͺΜ ; # slime, 007
|
| 173 |
+
\xd8 β ΙͺΜ ; # calf 027
|
| 174 |
+
\xdb β o \u0323 ; # FIXME # cow 028
|
| 175 |
+
\xdc β Ε \u0323 ; # FIXME # tied 078
|
| 176 |
+
\xdd β oΜΜ€ ;
|
| 177 |
+
\xde β k \u0323 ; # FIXME
|
| 178 |
+
\xdf β i \u0323 ; # FIXME # sick 069
|
| 179 |
+
\xe1 β g \u0323 ; # FIXME
|
| 180 |
+
\xe2 β e \u0323 ; # FIXME
|
| 181 |
+
\xe3 β d \u0323 ; # FIXME # agut 052
|
| 182 |
+
\xe4 β oΜ ; # I shall tie 062
|
| 183 |
+
\xe5 β b \u0323 ; # FIXME # castrating 071
|
| 184 |
+
\xe6 β ΙΜ \u0323 ; #FIXME # barking 049
|
| 185 |
+
\xe7 β Ι \u0323 ; # FIXME # slime 008
|
| 186 |
+
\xe8 β yΜ ;
|
| 187 |
+
\xea β Ξ»Μ ;
|
| 188 |
+
\xeb β uΜΜ ; # churn-dash, 011
|
| 189 |
+
\xec β uΜ ;
|
| 190 |
+
\xed β ΙΜ ; # cow 074
|
| 191 |
+
\xee β oΜ€Μ ; # barking 055
|
| 192 |
+
\xef β β² ;
|
| 193 |
+
\xf0 β β³ ;
|
| 194 |
+
\xf1 β oΜΜ€Μ ; # dreaming, 078
|
| 195 |
+
\xf2 β oΜΜ ; # sheep shears 074
|
| 196 |
+
\xf3 β iΜΜ ; # churn-dash, 034
|
| 197 |
+
\xf4 β iΜ ; # sick 001
|
| 198 |
+
\xf5 β Ι£Μ ; # tied 075
|
| 199 |
+
\xf6 β ΙΜ ; # tied 067
|
| 200 |
+
\xf7 β nΜ₯ ; # awake, 059
|
| 201 |
+
\xf8 β rΜ₯ ; # slime 002
|
| 202 |
+
\xf9 β Κ ;
|
| 203 |
+
\xfb β Β· ; # slime 058
|
| 204 |
+
\xfa β Ι£ ;
|
| 205 |
+
\xfc β Ο ; # limekiln, 080
|
| 206 |
+
\xfd β Κ ; # sheep shears 054
|
| 207 |
+
\xfe β Ε ;
|
| 208 |
+
"""
|
| 209 |
+
|
| 210 |
+
LASID_TITLES_ICU = """
|
| 211 |
+
\xb5 β Γ ;
|
| 212 |
+
\xd6 β Γ ;
|
| 213 |
+
\x90 β Γ ;
|
| 214 |
+
\xe0 β Γ ;
|
| 215 |
+
\xe9 β Γ ;
|
| 216 |
+
"""
|
| 217 |
+
|
| 218 |
+
def transliterator_from_rules(name, rules):
|
| 219 |
+
fromrules = icu.Transliterator.createFromRules(name, rules)
|
| 220 |
+
icu.Transliterator.registerInstance(fromrules)
|
| 221 |
+
return icu.Transliterator.createInstance(name)
|
| 222 |
+
|
| 223 |
+
LASID = transliterator_from_rules('lasid_icu', LASID_ICU)
|
| 224 |
+
TITLES = transliterator_from_rules('lasid_titles', LASID_TITLES_ICU)
|
| 225 |
+
|
| 226 |
+
def translit_phon(text):
|
| 227 |
+
# could have been any 8-bit encoding
|
| 228 |
+
return LASID.transliterate(text.decode('ISO-8859-1').rstrip())
|
| 229 |
+
|
| 230 |
+
def translit_irish(text):
|
| 231 |
+
return TITLES.transliterate(text.decode('ISO-8859-1').rstrip())
|
| 232 |
+
|
| 233 |
+
|
| 234 |
+
class LasidDataset(datasets.GeneratorBasedBuilder):
|
| 235 |
+
"""Scraper dataset for LASID."""
|
| 236 |
+
|
| 237 |
+
VERSION = datasets.Version("1.1.0")
|
| 238 |
+
|
| 239 |
+
BUILDER_CONFIGS = [
|
| 240 |
+
datasets.BuilderConfig(name="lasid"),
|
| 241 |
+
]
|
| 242 |
+
|
| 243 |
+
def _info(self):
|
| 244 |
+
features = datasets.Features(
|
| 245 |
+
{
|
| 246 |
+
"english": datasets.Value("string"),
|
| 247 |
+
"irish": datasets.Value("string"),
|
| 248 |
+
"map_id": datasets.Value("string"),
|
| 249 |
+
"place_ids": datasets.Sequence(datasets.Value("string")),
|
| 250 |
+
"transcripts": datasets.Sequence(datasets.Value("string")),
|
| 251 |
+
}
|
| 252 |
+
)
|
| 253 |
+
|
| 254 |
+
return datasets.DatasetInfo(
|
| 255 |
+
description=_DESCRIPTION,
|
| 256 |
+
features=features,
|
| 257 |
+
supervised_keys=None,
|
| 258 |
+
citation=_CITATION
|
| 259 |
+
)
|
| 260 |
+
|
| 261 |
+
def _split_generators(self, dl_manager):
|
| 262 |
+
"""Returns SplitGenerators."""
|
| 263 |
+
dl_path = dl_manager.download_and_extract(_DATA_URL)
|
| 264 |
+
infile = f"{dl_path}/mapdata.dat"
|
| 265 |
+
|
| 266 |
+
return [
|
| 267 |
+
datasets.SplitGenerator(
|
| 268 |
+
name=datasets.Split.TRAIN,
|
| 269 |
+
gen_kwargs={
|
| 270 |
+
"split": "train",
|
| 271 |
+
"data_file": infile
|
| 272 |
+
},
|
| 273 |
+
),
|
| 274 |
+
]
|
| 275 |
+
|
| 276 |
+
def _generate_examples(
|
| 277 |
+
self, split, data_file
|
| 278 |
+
):
|
| 279 |
+
""" Yields examples as (key, example) tuples. """
|
| 280 |
+
data = process_lasid(data_file)
|
| 281 |
+
_id = 1
|
| 282 |
+
for map in data.keys():
|
| 283 |
+
item = data[map]
|
| 284 |
+
place_ids = list(item["data"])
|
| 285 |
+
transcripts = [item["data"][a] for a in place_ids]
|
| 286 |
+
|
| 287 |
+
yield _id, {
|
| 288 |
+
"english": item.get("en", ""),
|
| 289 |
+
"irish": item.get("ga", ""),
|
| 290 |
+
"map_id": item.get("id", ""),
|
| 291 |
+
"place_ids": place_ids,
|
| 292 |
+
"transcripts": transcripts
|
| 293 |
+
}
|
| 294 |
+
_id += 1
|
| 295 |
+
|
| 296 |
+
|
| 297 |
+
def process_lasid(filename):
|
| 298 |
+
data = {}
|
| 299 |
+
cur = {}
|
| 300 |
+
en = ''
|
| 301 |
+
ga = ''
|
| 302 |
+
id = ''
|
| 303 |
+
with open(filename, "rb") as file:
|
| 304 |
+
for line in file.readlines():
|
| 305 |
+
if b'{M' in line:
|
| 306 |
+
if en and id:
|
| 307 |
+
tmp = {}
|
| 308 |
+
tmp['en'] = en
|
| 309 |
+
tmp['id'] = id
|
| 310 |
+
tmp['ga'] = ga
|
| 311 |
+
tmp['data'] = cur
|
| 312 |
+
data[id] = tmp
|
| 313 |
+
text = line.decode('ISO-8859-1').rstrip()
|
| 314 |
+
id = text[3:7].strip()
|
| 315 |
+
en = text[7:-1].strip()
|
| 316 |
+
cur = {}
|
| 317 |
+
elif b'{F' in line:
|
| 318 |
+
raw = translit_irish(line)
|
| 319 |
+
ga = raw[3:-1].strip()
|
| 320 |
+
elif line.decode('ISO-8859-1')[0:1].isnumeric():
|
| 321 |
+
pid = line.decode('ISO-8859-1')[0:3]
|
| 322 |
+
ptext = translit_phon(line[3:-1])
|
| 323 |
+
if ptext[-1] == '*':
|
| 324 |
+
ptext = ptext[0:-1]
|
| 325 |
+
cur[pid] = ptext.strip()
|
| 326 |
+
return data
|