working version of wikiner_fr.py

wikiner_fr.py

@@ -21,7 +21,7 @@ import json
 import os
 
 import datasets
-
+from datasets import Dataset
 
 
 _NER_LABEL_NAMES = [
@@ -65,7 +65,7 @@ _LICENSE = ""
 # The HuggingFace dataset library don't host the datasets but only point to the original files
 # This can be an arbitrary nested dict/list of URLs (see below in `_split_generators` method)
 _URLs = {
-     "NER": "https://huggingface.co/datasets/Jean-Baptiste/wikiner_fr/resolve/main/data"
+     "NER": "https://huggingface.co/datasets/Jean-Baptiste/wikiner_fr/resolve/main/data.zip"
 }
 
 
@@ -96,7 +96,7 @@ class WikinerFr(datasets.GeneratorBasedBuilder):
         if self.config.name == "NER":  # This is the name of the configuration selected in BUILDER_CONFIGS above 
             features = datasets.Features(
                 {
-                    "id": datasets.Sequence(feature=datasets.Value("int32")),
+                    "id": datasets.Value("int32"),
                     "ner_tags": datasets.Sequence(
                         feature=datasets.ClassLabel(num_classes=len(_NER_LABEL_NAMES), names=_NER_LABEL_NAMES)
                     ),
@@ -142,7 +142,7 @@ class WikinerFr(datasets.GeneratorBasedBuilder):
                 name=datasets.Split.TRAIN,
                 # These kwargs will be passed to _generate_examples
                 gen_kwargs={
-                    "filepath": os.path.join(data_dir, "train.zip"),
+                    "filepath": os.path.join(data_dir, "data","train"),
                     "split": "train",
                 },
             ),
@@ -150,7 +150,7 @@ class WikinerFr(datasets.GeneratorBasedBuilder):
                 name=datasets.Split.TEST,
                 # These kwargs will be passed to _generate_examples
                 gen_kwargs={
-                    "filepath": os.path.join(data_dir, "test.zip"),
+                    "filepath": os.path.join(data_dir, "data", "test"),
                     "split": "test"
                 },
             )
@@ -162,13 +162,8 @@ class WikinerFr(datasets.GeneratorBasedBuilder):
         """ 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.
-        print(filepath)
-#         with open(filepath, encoding="utf-8") as f:
-#             for id_, row in enumerate(f):
-#                 data = json.loads(row)
-#                 if self.config.name == "NER":
-#                     yield id_, {
-#                         "sentence": data["sentence"],
-#                         "option1": data["option1"],
-#                         "answer": "" if split == "test" else data["answer"],
-#                     }
+        dataset = Dataset.load_from_disk(filepath)
+        for i in range(0, len(dataset)):
+#             print(dataset[i])
+            yield i, {"id": str(dataset[i]["id"]),"tokens": dataset[i]["tokens"], "ner_tags": dataset[i]["ner_tags"]}
+