Download directly TSV files
Browse files- ehr_rel.py +17 -19
ehr_rel.py
CHANGED
@@ -30,7 +30,7 @@ from .bigbiohub import pairs_features
|
|
30 |
from .bigbiohub import BigBioConfig
|
31 |
from .bigbiohub import Tasks
|
32 |
|
33 |
-
_LANGUAGES = [
|
34 |
_PUBMED = False
|
35 |
_LOCAL = False
|
36 |
_CITATION = """\
|
@@ -64,10 +64,13 @@ A detailed analysis of the concepts in the dataset reveals a far larger coverage
|
|
64 |
|
65 |
_HOMEPAGE = "https://github.com/babylonhealth/EHR-Rel"
|
66 |
|
67 |
-
_LICENSE =
|
68 |
|
69 |
_URLS = {
|
70 |
-
_DATASETNAME:
|
|
|
|
|
|
|
71 |
}
|
72 |
|
73 |
_SUPPORTED_TASKS = [Tasks.SEMANTIC_SIMILARITY]
|
@@ -152,30 +155,25 @@ class EHRRelDataset(datasets.GeneratorBasedBuilder):
|
|
152 |
def _split_generators(self, dl_manager) -> List[datasets.SplitGenerator]:
|
153 |
"""Returns SplitGenerators."""
|
154 |
urls = _URLS[_DATASETNAME]
|
155 |
-
|
156 |
-
|
|
|
|
|
|
|
|
|
157 |
return [
|
158 |
datasets.SplitGenerator(
|
159 |
-
name=datasets.Split.TRAIN,
|
160 |
-
gen_kwargs={"data_dir": data_dir},
|
161 |
),
|
162 |
]
|
163 |
|
164 |
-
def _generate_examples(self,
|
165 |
-
|
166 |
-
if self.config.subset_id == "ehr_rel_a":
|
167 |
-
files = ["EHR-RelA.tsv"]
|
168 |
-
elif self.config.subset_id == "ehr_rel_b":
|
169 |
-
files = ["EHR-RelB.tsv"]
|
170 |
-
else:
|
171 |
-
files = ["EHR-RelA.tsv", "EHR-RelB.tsv"]
|
172 |
|
173 |
uid = -1 # want first instance to be 0
|
174 |
|
175 |
-
for
|
176 |
-
|
177 |
-
|
178 |
-
with open(file, encoding="utf-8") as csv_file:
|
179 |
csv_reader = csv.reader(csv_file, quotechar='"', delimiter="\t")
|
180 |
next(csv_reader, None) # remove column headers
|
181 |
for id_, row in enumerate(csv_reader):
|
|
|
30 |
from .bigbiohub import BigBioConfig
|
31 |
from .bigbiohub import Tasks
|
32 |
|
33 |
+
_LANGUAGES = ["English"]
|
34 |
_PUBMED = False
|
35 |
_LOCAL = False
|
36 |
_CITATION = """\
|
|
|
64 |
|
65 |
_HOMEPAGE = "https://github.com/babylonhealth/EHR-Rel"
|
66 |
|
67 |
+
_LICENSE = "Apache License 2.0"
|
68 |
|
69 |
_URLS = {
|
70 |
+
_DATASETNAME: {
|
71 |
+
"ehr_rel_a": "https://raw.githubusercontent.com/babylonhealth/EHR-Rel/master/EHR-RelA.tsv",
|
72 |
+
"ehr_rel_b": "https://raw.githubusercontent.com/babylonhealth/EHR-Rel/master/EHR-RelB.tsv",
|
73 |
+
},
|
74 |
}
|
75 |
|
76 |
_SUPPORTED_TASKS = [Tasks.SEMANTIC_SIMILARITY]
|
|
|
155 |
def _split_generators(self, dl_manager) -> List[datasets.SplitGenerator]:
|
156 |
"""Returns SplitGenerators."""
|
157 |
urls = _URLS[_DATASETNAME]
|
158 |
+
urls = (
|
159 |
+
[urls[self.config.subset_id]]
|
160 |
+
if self.config.subset_id in urls
|
161 |
+
else list(urls.values())
|
162 |
+
)
|
163 |
+
paths = dl_manager.download(urls)
|
164 |
return [
|
165 |
datasets.SplitGenerator(
|
166 |
+
name=datasets.Split.TRAIN, gen_kwargs={"paths": paths},
|
|
|
167 |
),
|
168 |
]
|
169 |
|
170 |
+
def _generate_examples(self, paths: List[str]) -> Iterator[Tuple[str, Dict]]:
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
171 |
|
172 |
uid = -1 # want first instance to be 0
|
173 |
|
174 |
+
for path in paths:
|
175 |
+
document_id = Path(path).stem
|
176 |
+
with open(path, encoding="utf-8", newline="") as csv_file:
|
|
|
177 |
csv_reader = csv.reader(csv_file, quotechar='"', delimiter="\t")
|
178 |
next(csv_reader, None) # remove column headers
|
179 |
for id_, row in enumerate(csv_reader):
|