passes tests

dataset_infos.json

@@ -0,0 +1 @@
+{"train": {"description": "This new dataset is designed to solve this great NLP task and is crafted with a lot of care.\n", "citation": "@InProceedings{huggingface:dataset,\ntitle = {A great new dataset},\nauthor={huggingface, Inc.\n},\nyear={2020}\n}\n", "homepage": "", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "source_text": {"dtype": "string", "id": null, "_type": "Value"}, "reply_text": {"dtype": "string", "id": null, "_type": "Value"}, "label": {"num_classes": 4, "names": ["support", "query", "deny", "comment"], "id": null, "_type": "ClassLabel"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "rumour_eval2019", "config_name": "train", "version": {"version_str": "1.1.0", "description": null, "major": 1, "minor": 1, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 1242200, "num_examples": 4879, "dataset_name": "rumour_eval2019"}}, "download_checksums": {"rumoureval2019_train.csv": {"num_bytes": 1203917, "checksum": "134c036e34da708f0edb22b3cc688054d6395d1669eef78e4afa0fd9a4ed4c43"}}, "download_size": 1203917, "post_processing_size": null, "dataset_size": 1242200, "size_in_bytes": 2446117}}

rumoureval2019_train.csv

@@ -1,4 +1,4 @@
-,Source Tweet,Reply,Label
+id,source_text,reply_text,label
 0,"France: 10 people dead after shooting at HQ of satirical weekly newspaper #CharlieHebdo, according to witnesses http://t.co/FkYxGmuS58",MT @euronews France: 10 dead after shooting at HQ of satirical weekly #CharlieHebdo. If Zionists/Jews did this they'd be nuking Israel,comment
 1,"France: 10 people dead after shooting at HQ of satirical weekly newspaper #CharlieHebdo, according to witnesses http://t.co/FkYxGmuS58","@nanoSpawn Socialists, Antisemites, anti zionists - usual suspects",comment
 2,"France: 10 people dead after shooting at HQ of satirical weekly newspaper #CharlieHebdo, according to witnesses http://t.co/FkYxGmuS58","@euronews LOL. 5 million Muslims in France, what a disgrace. the french worm president and politicians killed them. tine for croissants now",comment
@@ -733,7 +733,8 @@ http://t.co/yzHJi4Hw54","@TIME
 IN UKRAINE HAVE GIVEN THE NAZI COUP, SUPPORTED BY NATO AND MEDIA COMMUNICATION,AS SEE PHOTO..
 http://t.co/tYCudKSLwr",comment
 544,"Paris Murder Suspects Cornered with Hostage
-http://t.co/yzHJi4Hw54",@TIME literally...when these terrorists attacks going to finish....
+http://t.co/yzHJi4Hw54",@TIME literally...when these terrorists attacks going to finish....
+Praying for the victims..,comment
 545,"Paris Murder Suspects Cornered with Hostage
 http://t.co/yzHJi4Hw54","@TIME NM - Sends electric waves to girls and threaten them, sends drug in my body and clumps my chest though radioactivity",comment
 546,"Paris Murder Suspects Cornered with Hostage
@@ -5698,14 +5699,14 @@ From YOUR link. [when you read past the hyperbolic headline, down at the bottom,
 
 
 ",comment
-4366,Jon Sopel: Bizarre. @realDonaldTrump says he came to Turnberry the day before Brexit and he told everyone that he thought Brexit would happen. And that he predicted correctly what would happen the next day. Umm. Not true. He came the day after Brexit. I was there. June 24,"
+4366,Jon Sopel: Bizarre. @realDonaldTrump says he came to Turnberry the day before Brexit and he told everyone that he thought Brexit would happen. And that he predicted correctly what would happen the next day. Umm. Not true. He came the day after Brexit. I was there. June 24,"
 [Jon Sopel](https://twitter.com/BBCJonSopel) ^verified | Reach: 83,111 | Location: UK
 
-Bio: Jon Sopel, BBC North America Editor. My book If Only They Didn't Speak English is out now.
-
-
-*****
-^I ^am ^a ^bot. ^Any ^complaints ^& ^suggestions ^to ^/r/ContextualBot ^thanks
+Bio: Jon Sopel, BBC North America Editor. My book If Only They Didn't Speak English is out now.
+
+
+*****
+^I ^am ^a ^bot. ^Any ^complaints ^& ^suggestions ^to ^/r/ContextualBot ^thanks
 ",comment
 4367,Jon Sopel: Bizarre. @realDonaldTrump says he came to Turnberry the day before Brexit and he told everyone that he thought Brexit would happen. And that he predicted correctly what would happen the next day. Umm. Not true. He came the day after Brexit. I was there. June 24,"He did predict that Leave would win though:        
 http://uk.businessinsider.com/trump-predicts-a-brexit-2016-3",comment
@@ -6083,14 +6084,14 @@ Communist Manifesto was 19th century
 ""Re Sun story. As I told the journalist this is nonsense. I've no recollection of this happening & its not the sort of thing I would forget""
 
 Who do I believe, The Sun or Nick Clegg?",comment
-4493,'Queen backs Brexit' - The Sun front page tomorrow,"[**@nick\_clegg**](https://twitter.com/nick_clegg/)
-
-> [2016-03-08 22:49 UTC](https://twitter.com/nick_clegg/status/707337515670249472)
-
-> Re Sun story. As I told the journalist this is nonsense. I've no recollection of this happening & its not the sort of thing I would forget
-
-----
-
+4493,'Queen backs Brexit' - The Sun front page tomorrow,"[**@nick\_clegg**](https://twitter.com/nick_clegg/)
+
+> [2016-03-08 22:49 UTC](https://twitter.com/nick_clegg/status/707337515670249472)
+
+> Re Sun story. As I told the journalist this is nonsense. I've no recollection of this happening & its not the sort of thing I would forget
+
+----
+
 ^This ^message ^was ^created ^by ^a ^bot
 
 [^[Contact ^creator]](http://np.reddit.com/message/compose/?to=jasie3k&subject=TweetsInCommentsBot)[^[Source ^code]](https://github.com/janpetryk/reddit-bot)
@@ -6194,14 +6195,14 @@ But that's all speculation...",comment
 ""Soon as politicians say ""I have no recollection of this happening"" instead of ""It never happened"" you know it did ""
 
 https://twitter.com/Rifty01/status/707370900455333888",comment
-4530,'Queen backs Brexit' - The Sun front page tomorrow,"[**@Rifty01**](https://twitter.com/Rifty01/)
-
-> [2016-03-09 01:02 UTC](https://twitter.com/Rifty01/status/707370900455333888)
-
-> Soon as politicians say ""I have no recollection of this happening"" instead of ""It never happened"" you know it did @nick\_clegg @Holbornlolz
-
-----
-
+4530,'Queen backs Brexit' - The Sun front page tomorrow,"[**@Rifty01**](https://twitter.com/Rifty01/)
+
+> [2016-03-09 01:02 UTC](https://twitter.com/Rifty01/status/707370900455333888)
+
+> Soon as politicians say ""I have no recollection of this happening"" instead of ""It never happened"" you know it did @nick\_clegg @Holbornlolz
+
+----
+
 ^This ^message ^was ^created ^by ^a ^bot
 
 [^[Contact ^creator]](http://np.reddit.com/message/compose/?to=jasie3k&subject=TweetsInCommentsBot)[^[Source ^code]](https://github.com/janpetryk/reddit-bot)
@@ -6257,14 +6258,14 @@ Which of course we can trust because it's not like they're heavily biased to cam
 ""This might be true""
 
 https://twitter.com/andrewmarr9/status/707448781479002112",comment
-4548,'Queen backs Brexit' - The Sun front page tomorrow,"[**@AndrewMarr9**](https://twitter.com/AndrewMarr9/)
-
-> [2016-03-09 06:11 UTC](https://twitter.com/AndrewMarr9/status/707448781479002112)
-
-> This might be true. https://twitter.com/mrharrycole/status/707337119077933057
-
-----
-
+4548,'Queen backs Brexit' - The Sun front page tomorrow,"[**@AndrewMarr9**](https://twitter.com/AndrewMarr9/)
+
+> [2016-03-09 06:11 UTC](https://twitter.com/AndrewMarr9/status/707448781479002112)
+
+> This might be true. https://twitter.com/mrharrycole/status/707337119077933057
+
+----
+
 ^This ^message ^was ^created ^by ^a ^bot
 
 [^[Contact ^creator]](http://np.reddit.com/message/compose/?to=jasie3k&subject=TweetsInCommentsBot)[^[Source ^code]](https://github.com/janpetryk/reddit-bot)
@@ -6941,8 +6942,8 @@ I just found this subreddit today and I think I should maybe stay away from it.
 4855,Is it true there has never been a war between two democracies? Yes! Israel's no longer democracy.,"False.  The first step in one democracy declaring war on another is to carefully define democracy in such a way that it excludes your opponent.
 
 In this instance, you have chosen to define Israel as not a democracy.",deny
-4856,Is it true there has never been a war between two democracies? Yes! Israel's no longer democracy.,"This is disgraceful.
-
+4856,Is it true there has never been a war between two democracies? Yes! Israel's no longer democracy.,"This is disgraceful.
+
 Israel has the chance to be a beacon of democracy in the middle east and/or a stable homeland for the Jewish people, but actions like this don't help either endeavor.",comment
 4857,Is it true there has never been a war between two democracies? Yes! Israel's no longer democracy.,"Israel never really was a democracy. 
 

rumoureval_2019.py

@@ -122,51 +122,23 @@ class RumourEval2019(datasets.GeneratorBasedBuilder):
         # It can accept any type or nested list/dict and will give back the same structure with the url replaced with path to local files.
         # By default the archives will be extracted and a path to a cached folder where they are extracted is returned instead of the archive
         urls = _URLS[self.config.name]
-        data_dir = dl_manager.download_and_extract(urls)
+        train_text = dl_manager.download_and_extract("rumoureval2019_train.csv")
         return [
-            datasets.SplitGenerator(
-                name=datasets.Split.TRAIN,
-                # These kwargs will be passed to _generate_examples
-                gen_kwargs={
-                    "filepath": os.path.join(data_dir, "train.jsonl"),
-                    "split": "train",
-                },
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.TEST,
-                # These kwargs will be passed to _generate_examples
-                gen_kwargs={
-                    "filepath": os.path.join(data_dir, "test.jsonl"),
-                    "split": "test"
-                },
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.VALIDATION,
-                # These kwargs will be passed to _generate_examples
-                gen_kwargs={
-                    "filepath": os.path.join(data_dir, "dev.jsonl"),
-                    "split": "dev",
-                },
-            ),
+            datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": train_text, "split": "train"})
         ]
 
     # method parameters are unpacked from `gen_kwargs` as given in `_split_generators`
     def _generate_examples(self, filepath, split):
         # TODO: This method handles input defined in _split_generators to yield (key, example) tuples from the dataset.
         # The `key` is for legacy reasons (tfds) and is not important in itself, but must be unique for each example.
-        with open(filepath, encoding="utf-8") as f:
-            for key, row in enumerate(f):
-                data = json.loads(row)
-                if self.config.name == "first_domain":
-                    # Yields examples as (key, example) tuples
-                    yield key, {
-                        "sentence": data["sentence"],
-                        "option1": data["option1"],
-                        "answer": "" if split == "test" else data["answer"],
-                    }
-                else:
-                    yield key, {
-                        "sentence": data["sentence"],
-                        "option2": data["option2"],
-                        "second_domain_answer": "" if split == "test" else data["second_domain_answer"],
-                    }
+        if split == "train":
+            with open(filepath, encoding="utf-8") as f:
+                reader = csv.DictReader(f, delimiter=",", quotechar='"')
+                guid = 0
+                for instance in reader:
+                    instance["source_text"] = instance.pop("source_text")
+                    instance["reply_text"] = instance.pop("reply_text")
+                    instance["label"] = instance.pop("label")
+                    instance['id'] = str(guid)
+                    yield guid, instance
+                    guid += 1