.

wiki_cat_sum.py

@@ -51,71 +51,71 @@ _LICENSE = "CC BY-SA 3.0"
 # This can be an arbitrary nested dict/list of URLs (see below in `_split_generators` method)
 _URLs = {
     "animal": {
-        "train": "./main_splits/train-animal.jsonl",
-        "validation": "./main_splits/valid-animal.jsonl",
-        "test": "./main_splits/test-animal.jsonl",
-        "cs_abs":[
-            "./cs_abs/test-animal_nv_0.jsonl",
-            "./cs_abs/test-animal_nv_1.jsonl",
-            "./cs_abs/test-animal_nv_2.jsonl",
-            "./cs_abs/test-animal_nv_3.jsonl",
-            "./cs_abs/test-animal_nv_4.jsonl",
-            "./cs_abs/test-animal_nv_6.jsonl",
-            "./cs_abs/test-animal_nv_7.jsonl",
-            "./cs_abs/test-animal_nv_8.jsonl",
-            "./cs_abs/test-animal_nv_9.jsonl",
+        "train": "main_splits/train-animal.jsonl",
+        "validation": "main_splits/valid-animal.jsonl",
+        "test": "main_splits/test-animal.jsonl",
+        "cs_abs": [
+            "cs_abs/test-animal_nv_0.jsonl",
+            "cs_abs/test-animal_nv_1.jsonl",
+            "cs_abs/test-animal_nv_2.jsonl",
+            "cs_abs/test-animal_nv_3.jsonl",
+            "cs_abs/test-animal_nv_4.jsonl",
+            "cs_abs/test-animal_nv_6.jsonl",
+            "cs_abs/test-animal_nv_7.jsonl",
+            "cs_abs/test-animal_nv_8.jsonl",
+            "cs_abs/test-animal_nv_9.jsonl",
         ],
         "cs_tdiv": [
-            "./cs_tdiv/test-animal_tdiv_0.jsonl",
-            "./cs_tdiv/test-animal_tdiv_1.jsonl",
-            "./cs_tdiv/test-animal_tdiv_2.jsonl",
-            "./cs_tdiv/test-animal_tdiv_3.jsonl",
-        ]
+            "cs_tdiv/test-animal_tdiv_0.jsonl",
+            "cs_tdiv/test-animal_tdiv_1.jsonl",
+            "cs_tdiv/test-animal_tdiv_2.jsonl",
+            "cs_tdiv/test-animal_tdiv_3.jsonl",
+        ],
     },
     "company": {
-        "train": "./main_splits/train-company.jsonl",
-        "validation": "./main_splits/valid-company.jsonl",
-        "test": "./main_splits/test-company.jsonl",
-        "cs_abs":[
-            "./cs_abs/test-company_nv_0.jsonl",
-            "./cs_abs/test-company_nv_1.jsonl",
-            "./cs_abs/test-company_nv_2.jsonl",
-            "./cs_abs/test-company_nv_3.jsonl",
-            "./cs_abs/test-company_nv_4.jsonl",
-            "./cs_abs/test-company_nv_6.jsonl",
-            "./cs_abs/test-company_nv_7.jsonl",
-            "./cs_abs/test-company_nv_8.jsonl",
-            "./cs_abs/test-company_nv_9.jsonl",
+        "train": "main_splits/train-company.jsonl",
+        "validation": "main_splits/valid-company.jsonl",
+        "test": "main_splits/test-company.jsonl",
+        "cs_abs": [
+            "cs_abs/test-company_nv_0.jsonl",
+            "cs_abs/test-company_nv_1.jsonl",
+            "cs_abs/test-company_nv_2.jsonl",
+            "cs_abs/test-company_nv_3.jsonl",
+            "cs_abs/test-company_nv_4.jsonl",
+            "cs_abs/test-company_nv_6.jsonl",
+            "cs_abs/test-company_nv_7.jsonl",
+            "cs_abs/test-company_nv_8.jsonl",
+            "cs_abs/test-company_nv_9.jsonl",
         ],
         "cs_tdiv": [
-            "./cs_tdiv/test-company_tdiv_0.jsonl",
-            "./cs_tdiv/test-company_tdiv_1.jsonl",
-            "./cs_tdiv/test-company_tdiv_2.jsonl",
-            "./cs_tdiv/test-company_tdiv_3.jsonl",
-        ]
+            "cs_tdiv/test-company_tdiv_0.jsonl",
+            "cs_tdiv/test-company_tdiv_1.jsonl",
+            "cs_tdiv/test-company_tdiv_2.jsonl",
+            "cs_tdiv/test-company_tdiv_3.jsonl",
+        ],
     },
     "film": {
-        "train": "./main_splits/train-film.jsonl",
-        "validation": "./main_splits/valid-film.jsonl",
-        "test": "./main_splits/test-film.jsonl",
-        "cs_abs":[
-            "./cs_abs/test-film_nv_0.jsonl",
-            "./cs_abs/test-film_nv_1.jsonl",
-            "./cs_abs/test-film_nv_2.jsonl",
-            "./cs_abs/test-film_nv_3.jsonl",
-            "./cs_abs/test-film_nv_4.jsonl",
-            "./cs_abs/test-film_nv_6.jsonl",
-            "./cs_abs/test-film_nv_7.jsonl",
-            "./cs_abs/test-film_nv_8.jsonl",
-            "./cs_abs/test-film_nv_9.jsonl",
+        "train": "main_splits/train-film.jsonl",
+        "validation": "main_splits/valid-film.jsonl",
+        "test": "main_splits/test-film.jsonl",
+        "cs_abs": [
+            "cs_abs/test-film_nv_0.jsonl",
+            "cs_abs/test-film_nv_1.jsonl",
+            "cs_abs/test-film_nv_2.jsonl",
+            "cs_abs/test-film_nv_3.jsonl",
+            "cs_abs/test-film_nv_4.jsonl",
+            "cs_abs/test-film_nv_6.jsonl",
+            "cs_abs/test-film_nv_7.jsonl",
+            "cs_abs/test-film_nv_8.jsonl",
+            "cs_abs/test-film_nv_9.jsonl",
         ],
         "cs_tdiv": [
-            "./cs_tdiv/test-film_tdiv_0.jsonl",
-            "./cs_tdiv/test-film_tdiv_1.jsonl",
-            "./cs_tdiv/test-film_tdiv_2.jsonl",
-            "./cs_tdiv/test-film_tdiv_3.jsonl",
-        ]
-    }
+            "cs_tdiv/test-film_tdiv_0.jsonl",
+            "cs_tdiv/test-film_tdiv_1.jsonl",
+            "cs_tdiv/test-film_tdiv_2.jsonl",
+            "cs_tdiv/test-film_tdiv_3.jsonl",
+        ],
+    },
 }
 
 
@@ -125,7 +125,6 @@ class WikiCatSum(datasets.GeneratorBasedBuilder):
 
     VERSION = datasets.Version("0.1.0")
 
-
     # If you need to make complex sub-parts in the datasets with configurable options
     # You can create your own builder configuration class to store attribute, inheriting from datasets.BuilderConfig
     # BUILDER_CONFIG_CLASS = MyBuilderConfig
@@ -134,9 +133,13 @@ class WikiCatSum(datasets.GeneratorBasedBuilder):
     # data = datasets.load_dataset('my_dataset', 'first_domain')
     # data = datasets.load_dataset('my_dataset', 'second_domain')
     BUILDER_CONFIGS = [
-        datasets.BuilderConfig(name="animal" , version=VERSION, description="Animal domain"),
-        datasets.BuilderConfig(name="company", version=VERSION, description="Company domain"),
-        datasets.BuilderConfig(name="film"   , version=VERSION, description="Film domain"),
+        datasets.BuilderConfig(
+            name="animal", version=VERSION, description="Animal domain"
+        ),
+        datasets.BuilderConfig(
+            name="company", version=VERSION, description="Company domain"
+        ),
+        datasets.BuilderConfig(name="film", version=VERSION, description="Film domain"),
     ]
 
     DEFAULT_CONFIG_NAME = "animal"  # It's not mandatory to have a default configuration. Just use one if it make sense.
@@ -149,13 +152,13 @@ class WikiCatSum(datasets.GeneratorBasedBuilder):
                 "gem_parent_id": datasets.Value("string"),
                 "id": datasets.Value("string"),
                 "title": datasets.Value("string"),
-                "paragraphs": datasets.features.Sequence(
-                    datasets.Value("string")),
+                "paragraphs": datasets.features.Sequence(datasets.Value("string")),
                 "summary": datasets.features.Sequence(
                     {
                         "text": datasets.Value("string"),
                         "topic": datasets.Value("int16"),
-                    })
+                    }
+                )
                 # These are the features of your dataset like images, labels ...
             }
         )
@@ -187,13 +190,12 @@ class WikiCatSum(datasets.GeneratorBasedBuilder):
         my_urls = _URLs[self.config.name]
         d_conf = dl_manager.download_and_extract(my_urls)
         challenge_sets = [
-            ("challenge_test_abstractivity_%d" % (lvl), fname) \
-                for lvl,fname in enumerate(d_conf["cs_abs"])
+            ("challenge_test_abstractivity_%d" % (lvl), fname)
+            for lvl, fname in enumerate(d_conf["cs_abs"])
         ] + [
-            ("challenge_test_topic_diversity_%d" % (lvl), fname) \
-                for lvl,fname in enumerate(d_conf["cs_abs"])
+            ("challenge_test_topic_diversity_%d" % (lvl), fname)
+            for lvl, fname in enumerate(d_conf["cs_abs"])
         ]
-        
 
         return [
             datasets.SplitGenerator(
@@ -207,10 +209,7 @@ class WikiCatSum(datasets.GeneratorBasedBuilder):
             datasets.SplitGenerator(
                 name=datasets.Split.TEST,
                 # These kwargs will be passed to _generate_examples
-                gen_kwargs={
-                    "filepath": d_conf["validation"],
-                    "split": "test"
-                },
+                gen_kwargs={"filepath": d_conf["validation"], "split": "test"},
             ),
             datasets.SplitGenerator(
                 name=datasets.Split.VALIDATION,
@@ -221,20 +220,22 @@ class WikiCatSum(datasets.GeneratorBasedBuilder):
                 },
             ),
         ] + [
-                datasets.SplitGenerator(
-                    name=challenge_split,
-                    gen_kwargs={
-                        "filepath": filename,
-                        "split": challenge_split,
-                    },
-                )
-                for challenge_split, filename in challenge_sets
-            ]
+            datasets.SplitGenerator(
+                name=challenge_split,
+                gen_kwargs={
+                    "filepath": filename,
+                    "split": challenge_split,
+                },
+            )
+            for challenge_split, filename in challenge_sets
+        ]
 
     def _generate_examples(
-        self, filepath, split  # method parameters are unpacked from `gen_kwargs` as given in `_split_generators`
+        self,
+        filepath,
+        split,  # method parameters are unpacked from `gen_kwargs` as given in `_split_generators`
     ):
-        """ Yields examples as (key, example) tuples. """
+        """Yields examples as (key, example) tuples."""
         # This method handles input defined in _split_generators to yield (key, example) tuples from the dataset.
         # The `key` is here for legacy reason (tfds) and is not important in itself.
 
@@ -245,4 +246,4 @@ class WikiCatSum(datasets.GeneratorBasedBuilder):
                 # data["gem_id"] = "GEM-wiki_cat_sum-%s-%d" % (split,data["id"]+1)
                 data["gem_parent_id"] = f"{self.config.name}-{split}-{id_+1}"
                 data["gem_id"] = f"{self.config.name}-{split}-{id_+1}"
-                yield id_,data
+                yield id_, data