Added script for generating the dataset from Danish Gigaword

generate_dataset.py

@@ -0,0 +1,44 @@
+from functools import partial
+from glob import glob
+from typing import Iterable, Optional
+
+from datasets import Dataset
+
+
+def is_query(text: str):
+    n_question = text.count("?")
+    n_statement = text.count(".")
+    if n_question + n_statement < 2:
+        return False
+    if n_question > (n_statement * 0.5):
+        return True
+
+
+def first_answer(answers: list[str]) -> Optional[str]:
+    for answer in answers:
+        if answer and (not is_query(answer)) and ("tak" not in answer.lower()):
+            return answer
+    return None
+
+
+def generate_dataset(threads: list[list[str]]) -> Iterable[dict]:
+    for thread in threads:
+        question = thread[0]
+        if is_query(question):
+            answer = first_answer(thread[1:])
+            if answer:
+                yield {"question": question, "answer": answer}
+
+
+def main():
+    files = glob("dagw/sektioner/hest/hest_forum*")
+    threads = []
+    for file in files:
+        with open(file) as in_file:
+            threads.append(in_file.read().split("\n"))
+    dataset = Dataset.from_generator(partial(generate_dataset, threads))
+    dataset.push_to_hub("kardosdrur/hestenet-qa")
+
+
+if __name__ == "__main__":
+    main()