Create nyt_ingredients.py

nyt_ingredients.py

@@ -1,4 +1,3 @@
-
 """New York Times Ingredient Phrase Tagger Dataset"""
 
 
@@ -12,7 +11,7 @@ _CITATION = """\
 @misc{nytimesTaggedIngredients,
 	author = {Erica Greene and Adam Mckaig},
 	title = {{O}ur {T}agged {I}ngredients {D}ata is {N}ow on {G}it{H}ub --- archive.nytimes.com},
-	howpublished = {\url{https://archive.nytimes.com/open.blogs.nytimes.com/2016/04/27/structured-ingredients-data-tagging/}},
+	howpublished = {\\url{https://archive.nytimes.com/open.blogs.nytimes.com/2016/04/27/structured-ingredients-data-tagging/}},
 	year = {},
 	note = {[Accessed 03-10-2023]},
 }
@@ -42,6 +41,7 @@ _URL = "https://github.com/nytimes/ingredient-phrase-tagger"
 
 import json
 
+
 class NYTIngedientsConfig(datasets.BuilderConfig):
     """The NYTIngedients Dataset."""
 
@@ -58,7 +58,9 @@ class NYTIngedients(datasets.GeneratorBasedBuilder):
 
     BUILDER_CONFIGS = [
         NYTIngedientsConfig(
-            name="nyt-ingredients", version=datasets.Version("1.0.0"), description="The NYTIngedients Dataset"
+            name="nyt-ingredients",
+            version=datasets.Version("1.0.0"),
+            description="The NYTIngedients Dataset",
         ),
     ]
 
@@ -77,17 +79,17 @@ class NYTIngedients(datasets.GeneratorBasedBuilder):
                     "label": datasets.Sequence(
                         datasets.features.ClassLabel(
                             names=[
-                                'O',
-                                'B-COMMENT', 
-                                'I-COMMENT', 
-                                'B-NAME',
-                                'I-NAME', 
-                                'B-RANGE_END',
-                                'I-RANGE_END',
-                                'B-QTY',
-                                'I-QTY',
-                                'B-UNIT',
-                                'I-UNIT',
+                                "O",
+                                "B-COMMENT",
+                                "I-COMMENT",
+                                "B-NAME",
+                                "I-NAME",
+                                "B-RANGE_END",
+                                "I-RANGE_END",
+                                "B-QTY",
+                                "I-QTY",
+                                "B-UNIT",
+                                "I-UNIT",
                             ]
                         )
                     ),
@@ -101,11 +103,14 @@ class NYTIngedients(datasets.GeneratorBasedBuilder):
     def _split_generators(self, dl_manager):
         """Returns SplitGenerators."""
         return [
-            datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": "nyt-ingredients.crf.jsonl"}),
+            datasets.SplitGenerator(
+                name=datasets.Split.TRAIN,
+                gen_kwargs={"filepath": "nyt-ingredients.crf.jsonl"},
+            ),
         ]
 
     def _generate_examples(self, filepath):
         logger.info("⏳ Generating examples from = %s", filepath)
         with open(filepath, encoding="utf-8") as fp:
             for i, line in enumerate(fp):
-              yield i, json.loads(line)
+                yield i, json.loads(line)