Refactor conversion script

convert_datasets_to_json.py

@@ -10,10 +10,16 @@ def convert(dataset_id: str):
     dataset_name = dataset_id.split("/")[-1]
     configs = get_dataset_config_names(dataset_id)
     skipped_validation = []
+    load_errors = []
 
     for config in configs:
         typer.echo(dataset_id)
-        raw_datasets = load_dataset(dataset_id, name=config)
+        try:
+            raw_datasets = load_dataset(dataset_id, name=config)
+        except:
+            typer.echo(f"Failed to load {dataset_id}")
+            load_errors.append(f"{dataset_id}/{config}")
+            continue
         datasets_to_convert = DatasetDict()
 
         for split, dataset in raw_datasets.items():
@@ -45,46 +51,47 @@ def convert(dataset_id: str):
                 df[columns_to_keep].to_json(f"{reference_name}.json", orient="records")
 
     typer.echo(f"Skipped validation for {skipped_validation}")
+    typer.echo(f"Load errors: {load_errors}")
 
 
 def validate_columns(dataset: Dataset):
-    ref_columns = ["gem_id", "gem_parent_id", "target", "references"]
+    ref_columns = ["gem_id", "target", "references"]
     columns = dataset.column_names
     return set(ref_columns) - set(columns)
 
 
 @app.command()
-def main():
+def extract_evaluation_datasets():
     all_datasets = list_datasets()
     # Filter for GEM datasets
     gem_datasets = [dataset for dataset in all_datasets if dataset.id.startswith("GEM/")]
     # Filter for blocklist - currently exclude all datasets not found on GitHUb release
     blocklist = [
-        "ART",
-        "mlb_data_to_text",
-        "OrangeSum",
-        "split_and_rephrase",
-        "wiki_cat_sum",
-        "viggo",
-        "CrossWOZ",
-        "RiSAWOZ",
-        "indonlg",
-        "squad_v2",
-        "BiSECT",
-        "surface_realisation_st_2020",
-        "SciDuet",
-        "cochrane-simplification",
-        "turku_paraphrase_corpus",
-        "turku_hockey_data2text",
-        "sportsett_basketball",
-        "Taskmaster",
-        "wiki_lingua",
-        "SIMPITIKI",
-        "conversational_weather",
-        "RotoWire_English-German",
-        "dstc10_track2_task2",
-        "opusparcus",
-        "xlsum",
+        # "ART",
+        # "mlb_data_to_text",
+        # "OrangeSum",
+        # "split_and_rephrase",
+        # "wiki_cat_sum",
+        # "viggo",
+        # "CrossWOZ",
+        # "RiSAWOZ",
+        # "indonlg",
+        # "squad_v2",
+        # "BiSECT",
+        # "surface_realisation_st_2020",
+        # "SciDuet",
+        # "cochrane-simplification",
+        # "turku_paraphrase_corpus",
+        # "turku_hockey_data2text",
+        # "sportsett_basketball",
+        # "Taskmaster",
+        # "wiki_lingua",
+        # "SIMPITIKI",
+        # "conversational_weather",
+        # "RotoWire_English-German",
+        # "dstc10_track2_task2",
+        # "opusparcus",
+        # "xlsum",
         "wiki_auto_asset_turk",  # Can't be loaded
         "references",  # This repo, so exclude!
     ]