shuffle files

masader.py

@@ -2,6 +2,7 @@ import datasets
 from glob import glob 
 import json 
 import zipfile
+from random import shuffle
 
 _DESCRIPTION = """\
 Masader is the largest public catalogue for Arabic NLP datasets, which consists of more than 200 datasets annotated with 25 attributes. 
@@ -100,7 +101,9 @@ class Masader(datasets.GeneratorBasedBuilder):
         url = ['https://github.com/ARBML/masader/archive/main.zip']
         downloaded_files = dl_manager.download_and_extract(url)
         self.extract_all(downloaded_files[0])
-        return [datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={'filepaths':{'inputs':sorted(glob(downloaded_files[0]+'/masader-main/datasets/**.json')),} })]
+        all_files = sorted(glob(downloaded_files[0]+'/masader-main/datasets/**.json'))
+        shuffle(all_files)
+        return [datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={'filepaths':{'inputs':all_files} })]
     
     def _generate_examples(self, filepaths):        
         for idx,filepath in enumerate(filepaths['inputs']):