Update demo2.py

demo2.py

@@ -25,7 +25,8 @@ from datasets import TextClassification
 logger = datasets.logging.get_logger(__name__)
 
 
-_CITATION = """\n@article{2016arXiv160605250R,
+_CITATION = """
+@article{2016arXiv160605250R,
        author = {{Rajpurkar}, Pranav and {Zhang}, Jian and {Lopyrev},
                  Konstantin and {Liang}, Percy},
         title = "{SQuAD: 100,000+ Questions for Machine Comprehension of Text}",
@@ -38,10 +39,14 @@ archivePrefix = {arXiv},
 }
 """
 
-_DESCRIPTION = """\nStanford Question Answering Dataset (SQuAD) is a reading comprehension \ndataset, consisting of questions posed by crowdworkers on a set of Wikipedia \narticles, where the answer to every question is a segment of text, or span, \nfrom the corresponding reading passage, or the question might be unanswerable.
+_DESCRIPTION = """
+Stanford Question Answering Dataset (SQuAD) is a reading comprehension 
+dataset, consisting of questions posed by crowdworkers on a set of Wikipedia 
+articles, where the answer to every question is a segment of text, or span, 
+from the corresponding reading passage, or the question might be unanswerable.
 """
 
-train_url = "https://raw.githubusercontent.com/Sampson2016/test/master/train.csv?token=GHSAT0AAAAAABR4XKTHOQNDJLYATOR3QTUKYVQLKGQ"
+train_url = "https://raw.githubusercontent.com/Sampson2016/test/master/train.csv?token=GHSAT0AAAAAABR4XKTH73T5VNFVZ3KS33FYYVQLQAA"
 test_url = "https://raw.githubusercontent.com/Sampson2016/test/master/test.csv?token=GHSAT0AAAAAABR4XKTHTE445FP64IQZAHE4YVQLKUQ"
 
 _URLS = {
@@ -91,7 +96,7 @@ class Demo2(datasets.GeneratorBasedBuilder):
 
         return [
             datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": downloaded_files["train"]}),
-            datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs={"filepath": downloaded_files["test"]}),
+            datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": downloaded_files["test"]}),
         ]
 
     def _generate_examples(self, filepath):