add _generate_examples method

superlim-2.py

@@ -1,5 +1,6 @@
 import os
 import datasets
+import pandas as pd
 
 _CITATION = """\
 """
@@ -316,4 +317,102 @@ class SuperLim(datasets.GeneratorBasedBuilder):
                         "split": "test"
                     },
                 ),
-            ]
+            ]
+
+    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.
+        if self.config.name == 'swewic':
+            df = pd.read_json(filepath, lines=True)
+        else:
+            df = pd.read_csv(filepath, delimiter='\t')
+        for key, row in df.iterrows():
+            if self.config.name == "dalaj":
+            # Yields examples as (key, example) tuples
+                yield key, {
+                    "original_sentence": row["original sentence"],
+                    "corrected_sentence": row["corrected sentence"],
+                    "error_indices": row["error indices"],
+                    "corrected_indices": row["corrected indices"],
+                    "error_corr_pair": row["error-corr pair"],
+                    "error_label": row["error label"],
+                    "l1": row["l1"],
+                    "approximate_level": row["approximate level"],
+                }
+            elif self.config.name == "absabank":
+                yield key, {
+                    "text": row["text"],
+                    "label": row["label"],
+                }
+            elif self.config.name == "sweana":
+                yield key, {
+                    "a": row["A"],
+                    "b": row["B"],
+                    "c": row["C"],
+                    "d": row["D"],
+                    "relation": row["relation"],
+                }
+            elif self.config.name == "swefaq":
+                yield key, {
+                    "question": row["question"],
+                    "candidate_answer": row["candidate_answer"],
+                    "correct_answer": row["correct_answer"],
+                }
+            elif self.config.name == "swepar":
+                yield key, {
+                    "sentence_1": row["sentence_1"],
+                    "sentence_2": row["sentence_2"],
+                    "similarity_score": row["similarity_score"],
+                }
+            elif self.config.name == "swesat":
+                yield key, {
+                    "target_item": row["target_item"],
+                    "answer_1": row["answer_1"],
+                    "answer_2": row["answer_2"],
+                    "answer_3": row["answer_3"],
+                    "answer_4": row["answer_4"],
+                    "answer_5": row["answer_5"],
+                }
+            elif self.config.name == "swesim_relatedness":
+                yield key, {
+                    "word_1": row["Word 1 "],
+                    "word_2": row[" Word 2 "],
+                    "relatedness": row[" Average "],
+                }
+            elif self.config.name == "swesim_similarity":
+                yield key, {
+                    "word_1": row["Word 1 "],
+                    "word_2": row[" Word 2 "],
+                    "similarity": row[" Average "],
+                }
+            elif self.config.name == "swewgr":
+                yield key, {
+                    "text": row["text"],
+                    "challenge": row["challenge"],
+                    "responses": row["responses"],
+                }
+            elif self.config.name == "swewic":
+                yield key, {
+                    "sentence_1": row["sentence1"],
+                    "word_1": row["word1"],
+                    "sentence_2": row["sentence2"],
+                    "word_2": row["word2"],
+                    "same_sense": row["same_sense"],
+                    "start_1": row["start1"],
+                    "end_1": row["end1"],
+                    "start_2": row["start2"],
+                    "end_2": row["end2"],
+                }
+            elif self.config.name == "swewsc":
+                yield key, {
+                    "passage": row["passage"],
+                    "challenge_text": row["challenge_text"],
+                    "response_text": row["response_text"],
+                    "challenge_begin":row["challenge_begin"],
+                    "challenge_end":row["challenge_end"],
+                    "response_begin":row["response_begin"],
+                    "response_end":row["response_end"],
+                    "label":row["label"]
+                }
+            else:
+                raise ValueError(f"Subset {self.config.name} does not exist")