Update GitTables.py

GitTables.py

@@ -25,7 +25,7 @@ _LICENSE = ""
 
 # The HuggingFace Datasets library doesn't host the datasets but only points to the original files.
 # This can be an arbitrary nested dict/list of URLs (see below in `_split_generators` method)
-_URL = "https://huggingface.co/datasets/yuansui/GitTables/resolve/main/" # be attention to the url, use resolve instead of blob
+_URL = "https://huggingface.co/datasets/yuansui/GitTables/resolve/main/"  # be attention to the url, use resolve instead of blob
 _URLS = {
     "dbpedia": {
         "train": _URL + "dbpedia" + "_train.jsonl",
@@ -39,8 +39,10 @@ _URLS = {
     }
 }
 
+
 class GitTablesConfig(datasets.BuilderConfig):
     """GitTablesConfig for GitTables"""
+
     def __init__(self, features, data_url, citation, url, label_classes=("False", "True"), **kwargs):
         """BuilderConfig for SuperGLUE.
 
@@ -72,19 +74,21 @@ class GitTables(datasets.GeneratorBasedBuilder):
     BUILDER_CONFIGS = [
         GitTablesConfig(
             name="dbpedia",
-            description= "Subsets of 1M gittables for column type classification with dbpedia",
-            features=["id", "table_id", "target_column", "annotation_id", "annotation_label", "table_text", "column_text"],
+            description="Subsets of 1M gittables for column type classification with dbpedia",
+            features=["id", "table_id", "target_column", "annotation_id", "annotation_label", "table_text",
+                      "column_text"],
             data_url=_URLS["dbpedia"],
             citation=_CITATION,
-            url = ""
+            url=""
         ),
         GitTablesConfig(
             name="schema",
             description="Subsets of 1M gittables for column type classification with schema",
-            features=["id", "table_id", "target_column", "annotation_id", "annotation_label", "table_text", "column_text"],
+            features=["id", "table_id", "target_column", "annotation_id", "annotation_label", "table_text",
+                      "column_text"],
             data_url=_URLS["schema"],
             citation=_CITATION,
-            url = ""
+            url=""
         )
     ]
 
@@ -164,7 +168,9 @@ class GitTables(datasets.GeneratorBasedBuilder):
                         "column_text": data["column_text"],
                         "annotation_id": data["annotation_id"],
                         "annotation_label": data["annotation_label"],
-                        "table_text": data["table_text"]
+                        "table_text": {
+                            data["table_text"].get(f"col{i}", "") for i in range(50),
+                        }
                     }
                 else:
                     yield key, {
@@ -174,5 +180,9 @@ class GitTables(datasets.GeneratorBasedBuilder):
                         "column_text": data["column_text"],
                         "annotation_id": data["annotation_id"],
                         "annotation_label": data["annotation_label"],
-                        "table_text": data["table_text"]
+                        "table_text": {
+                            "table_text": {
+                                data["table_text"].get(f"col{i}", "") for i in range(50),
+                            }
+                        }
                     }