EC2 Default User
commited on
Commit
·
6aeb551
1
Parent(s):
f43d5c8
Add generator
Browse files- oas-paired-sequence-data.py +19 -27
oas-paired-sequence-data.py
CHANGED
|
@@ -39,10 +39,10 @@ _HOMEPAGE = "https://opig.stats.ox.ac.uk/webapps/oas/"
|
|
| 39 |
_LICENSE = "cc-by-4.0"
|
| 40 |
|
| 41 |
_URLS = {
|
| 42 |
-
"human": "data/human
|
| 43 |
-
"rat_SD": "data/rat_SD
|
| 44 |
-
"mouse_BALB_c": "data/mouse_BALB_c
|
| 45 |
-
"mouse_C57BL_6": "data/mouse_C57BL_6
|
| 46 |
}
|
| 47 |
|
| 48 |
_FEATURES = datasets.Features(
|
|
@@ -121,7 +121,8 @@ class OasPairedSequenceData(datasets.GeneratorBasedBuilder):
|
|
| 121 |
name=datasets.Split.TRAIN,
|
| 122 |
# These kwargs will be passed to _generate_examples
|
| 123 |
gen_kwargs={
|
| 124 |
-
"filepath": os.path.join(data_dir, "train.jsonl"),
|
|
|
|
| 125 |
"split": "train",
|
| 126 |
},
|
| 127 |
),
|
|
@@ -143,26 +144,17 @@ class OasPairedSequenceData(datasets.GeneratorBasedBuilder):
|
|
| 143 |
# ),
|
| 144 |
]
|
| 145 |
|
| 146 |
-
#
|
| 147 |
-
|
| 148 |
-
|
| 149 |
-
|
| 150 |
-
|
| 151 |
-
|
| 152 |
-
|
| 153 |
-
|
| 154 |
-
|
| 155 |
-
|
| 156 |
-
|
| 157 |
-
|
| 158 |
-
|
| 159 |
-
# }
|
| 160 |
-
# else:
|
| 161 |
-
# yield key, {
|
| 162 |
-
# "sentence": data["sentence"],
|
| 163 |
-
# "option2": data["option2"],
|
| 164 |
-
# "second_domain_answer": ""
|
| 165 |
-
# if split == "test"
|
| 166 |
-
# else data["second_domain_answer"],
|
| 167 |
-
# }
|
| 168 |
|
|
|
|
| 39 |
_LICENSE = "cc-by-4.0"
|
| 40 |
|
| 41 |
_URLS = {
|
| 42 |
+
"human": "data/human",
|
| 43 |
+
"rat_SD": "data/rat_SD",
|
| 44 |
+
"mouse_BALB_c": "data/mouse_BALB_c",
|
| 45 |
+
"mouse_C57BL_6": "data/mouse_C57BL_6",
|
| 46 |
}
|
| 47 |
|
| 48 |
_FEATURES = datasets.Features(
|
|
|
|
| 121 |
name=datasets.Split.TRAIN,
|
| 122 |
# These kwargs will be passed to _generate_examples
|
| 123 |
gen_kwargs={
|
| 124 |
+
# "filepath": os.path.join(data_dir, "train.jsonl"),
|
| 125 |
+
"filepath": data_dir,
|
| 126 |
"split": "train",
|
| 127 |
},
|
| 128 |
),
|
|
|
|
| 144 |
# ),
|
| 145 |
]
|
| 146 |
|
| 147 |
+
# method parameters are unpacked from `gen_kwargs` as given in `_split_generators`
|
| 148 |
+
def _generate_examples(self, filepath, split):
|
| 149 |
+
# TODO: This method handles input defined in _split_generators to yield (key, example) tuples from the dataset.
|
| 150 |
+
# The `key` is for legacy reasons (tfds) and is not important in itself, but must be unique for each example.
|
| 151 |
+
with open(filepath, encoding="utf-8") as f:
|
| 152 |
+
for key, row in enumerate(f):
|
| 153 |
+
data = json.loads(row)
|
| 154 |
+
yield key, data
|
| 155 |
+
# yield key, {
|
| 156 |
+
# "sentence": data["sentence"],
|
| 157 |
+
# "option2": data["option2"],
|
| 158 |
+
# "second_domain_answer": ""
|
| 159 |
+
# }
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 160 |
|