Upload paracotta_id.py with huggingface_hub

paracotta_id.py

@@ -4,12 +4,17 @@ from typing import Dict, List, Tuple
 
 import datasets
 
-from nusacrowd.utils.configs import NusantaraConfig
-from nusacrowd.utils.constants import Tasks
-from nusacrowd.utils import schemas
+from seacrowd.utils.configs import SEACrowdConfig
+from seacrowd.utils.constants import Tasks
+from seacrowd.utils import schemas
 import jsonlines
 from nltk.tokenize.treebank import TreebankWordDetokenizer
 
+try:
+    import gdown
+except:
+    print("Please install `gdown` to proceed.")
+
 
 _CITATION = """\
 @article{aji2022paracotta,
@@ -41,7 +46,7 @@ _SUPPORTED_TASKS = [Tasks.PARAPHRASING]
 
 # Dataset does not have versioning
 _SOURCE_VERSION = "1.0.0"
-_NUSANTARA_VERSION = "1.0.0"
+_SEACROWD_VERSION = "2024.06.20"
 
 
 class ParaCotta(datasets.GeneratorBasedBuilder):
@@ -49,21 +54,21 @@ class ParaCotta(datasets.GeneratorBasedBuilder):
     """
 
     SOURCE_VERSION = datasets.Version(_SOURCE_VERSION)
-    NUSANTARA_VERSION = datasets.Version(_NUSANTARA_VERSION)
+    SEACROWD_VERSION = datasets.Version(_SEACROWD_VERSION)
 
     BUILDER_CONFIGS = [
-        NusantaraConfig(
+        SEACrowdConfig(
             name="paracotta_id_source",
             version=SOURCE_VERSION,
             description="paracotta_id source schema",
             schema="source",
             subset_id="paracotta_id",
         ),
-        NusantaraConfig(
-            name="paracotta_id_nusantara_t2t",
-            version=NUSANTARA_VERSION,
+        SEACrowdConfig(
+            name="paracotta_id_seacrowd_t2t",
+            version=SEACROWD_VERSION,
             description="paracotta_id Nusantara schema",
-            schema="nusantara_t2t",
+            schema="seacrowd_t2t",
             subset_id="paracotta_id",
         ),
     ]
@@ -79,7 +84,7 @@ class ParaCotta(datasets.GeneratorBasedBuilder):
               "tgt": datasets.Value("string"),
             }
           )
-        elif self.config.schema == "nusantara_t2t":
+        elif self.config.schema == "seacrowd_t2t":
             features = schemas.text2text_features
 
         return datasets.DatasetInfo(
@@ -93,13 +98,20 @@ class ParaCotta(datasets.GeneratorBasedBuilder):
     def _split_generators(self, dl_manager: datasets.DownloadManager) -> List[datasets.SplitGenerator]:
         """Returns SplitGenerators."""
         urls = _URLS[_DATASETNAME]
+        # download data from gdrive
+        output_dir = Path.cwd() / "data" / _DATASETNAME
+        output_dir.mkdir(parents=True, exist_ok=True)
+        output_file = output_dir / f"{_DATASETNAME}.tsv"
+        if not output_file.exists():
+            gdown.download(urls, str(output_file), fuzzy=True)
+        else:
+            print(f"File already downloaded: {str(output_file)}")
 
-        data_dir = Path(dl_manager.download(urls))
         return [
             datasets.SplitGenerator(
                 name=datasets.Split.TRAIN,
                 gen_kwargs={
-                    "filepath": data_dir,
+                    "filepath": output_file,
                     "split": "test",
                 },
             ),
@@ -120,7 +132,7 @@ class ParaCotta(datasets.GeneratorBasedBuilder):
                     id += 1
                     yield id, ex
 
-        elif self.config.schema == "nusantara_t2t":
+        elif self.config.schema == "seacrowd_t2t":
             with open(filepath, 'r') as f:
                 data = f.readlines()
                 id = 0