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.gitattributes

@@ -52,3 +52,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.jpg filter=lfs diff=lfs merge=lfs -text
 *.jpeg filter=lfs diff=lfs merge=lfs -text
 *.webp filter=lfs diff=lfs merge=lfs -text
+mhp_full.json filter=lfs diff=lfs merge=lfs -text
+train.json filter=lfs diff=lfs merge=lfs -text

data_split.py

@@ -0,0 +1,18 @@
+import json
+import random 
+random.seed(42)
+def split_data():
+    f = open("./mhp_full.json")
+    lines = json.load(f)
+    random.shuffle(lines)
+    train_data = lines[:int(len(lines)*0.8)]
+    valid_data = lines[int(len(lines)*0.8):int(len(lines)*0.9)]
+    test_data = lines[int(len(lines)*0.9):]
+    print(len(train_data), len(valid_data), len(test_data))
+    with open("train.json", "w") as f:
+        json.dump(train_data, f)
+    with open("valid.json", "w") as f:
+        json.dump(valid_data, f)
+    with open("test.json", "w") as f:
+        json.dump(test_data, f)  
+split_data()

loading_script.py

@@ -0,0 +1,96 @@
+
+# coding=utf-8
+# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+"""reddit_mhp dataset."""
+
+
+import json
+import os
+import datasets
+
+
+
+_DESCRIPTION = """ FutureWarning
+"""
+_CITATION = """ null """
+_URLs = {
+    "train": "https://huggingface.co/datasets/siyangliu/reddit_mhp/resolve/main/train.json",
+    "valid": "https://huggingface.co/datasets/siyangliu/reddit_mhp/resolve/main/valid.json",
+    "test": "https://huggingface.co/datasets/siyangliu/reddit_mhp/resolve/main/test.json",
+}
+
+
+
+class redditMHP(datasets.GeneratorBasedBuilder):
+    """redditMHP dataset."""
+
+    VERSION = datasets.Version("1.1.0")
+
+    BUILDER_CONFIGS = [
+        datasets.BuilderConfig(
+            name="",
+            description="",
+            version=VERSION,
+        )
+    ]
+
+    def _info(self):
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=datasets.Features(
+                {
+                    "question": datasets.Value("string"),
+                    "comment": datasets.Value("string")
+                }
+            ),
+            supervised_keys=None,
+            homepage="https://huggingface.co/datasets/siyangliu/reddit_mhp",
+            citation=_CITATION,
+        )
+
+    def _split_generators(self, dl_manager):
+        """Returns SplitGenerators."""
+        data_dir = dl_manager.download_and_extract(_URLs)
+        return [
+            datasets.SplitGenerator(
+                name=datasets.Split.TRAIN,
+                gen_kwargs={
+                    "filepath": data_dir["train"]
+                },
+            ),
+            datasets.SplitGenerator(
+                name=datasets.Split.TEST,
+                gen_kwargs={
+                    "filepath": data_dir["test"]
+                },
+            ),
+            datasets.SplitGenerator(
+                name=datasets.Split.VALIDATION,
+                gen_kwargs={
+                    "filepath": data_dir["valid"]
+                },
+            ),
+        ]
+
+    def _generate_examples(self, filepath, label_filepath=None, strategy=False):
+        """Yields examples."""
+        with open(filepath, encoding="utf-8") as input_file:
+            dataset = json.load(input_file)
+            idx = 0 
+            for meta_data in dataset:
+                yield idx, {"question": meta_data["questions"], "comment": meta_data["comment"]}
+                idx += 1
+        
+            

mhp_full.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2a4b7960e0f570f3674587d9f67be5feeb954c20646cf391fc5d616ab1636a8e
+size 15629109

train.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:141e5f4a26618820c8f9249469ddd056d77792a4cd7f210ed0eae75d7eedc08f
+size 12555975