Upload wikisql_VALUE.py

wikisql_VALUE.py

@@ -30,15 +30,20 @@ _AGG_OPS = ["", "MAX", "MIN", "COUNT", "SUM", "AVG"]
 _COND_OPS = ["=", ">", "<", "OP"]
 
 
-class WikiSQL(datasets.GeneratorBasedBuilder):
-    """WikiSQL: A large crowd-sourced dataset for developing natural language interfaces for relational databases"""
-
-    VERSION = datasets.Version("0.1.0")
-
-    def _info(self):
-        return datasets.DatasetInfo(
-            description=_DESCRIPTION,
-            features=datasets.Features(
+class WikiSQLConfig(datasets.BuilderConfig):
+    """BuilderConfig for WikiSQL."""
+
+    def __init__(
+        self,
+        name,
+        description,
+        train_path,
+        dev_path,
+        test_path
+        **kwargs,
+    ):
+        super(WikiSQLConfig, self).__init__(version=datasets.Version("0.1.0", ""), **kwargs)
+        self.text_features = datasets.Features(
                 {
                     "phase": datasets.Value("int32"),
                     "question": datasets.Value("string"),
@@ -66,7 +71,55 @@ class WikiSQL(datasets.GeneratorBasedBuilder):
                         ),
                     },
                 }
-            ),
+            )
+        self.description = description
+        self.train_path = train_path
+        self.dev_path = dev_path
+        self.test_path = test_path
+
+
+class WikiSQL(datasets.GeneratorBasedBuilder):
+    """WikiSQL: A large crowd-sourced dataset for developing natural language interfaces for relational databases"""
+
+    VERSION = datasets.Version("0.1.0")
+
+    BUILDER_CONFIGS = [
+        WikiSQLConfig(
+            name="AppE",
+            description=textwrap.dedent(
+                """\
+            An Appalachian English variant of the large crowd-sourced dataset for developing natural language interfaces for relational databases"""
+            ),        
+            train_path="train_AppE.jsonl",
+            dev_path="dev_AppE.jsonl",
+            test_path="test_AppE.jsonl"
+        ),
+        WikiSQLConfig(
+            name="ChcE",
+            description=textwrap.dedent(
+                """\
+            A Chicano English variant of the large crowd-sourced dataset for developing natural language interfaces for relational databases"""
+            ),        
+            train_path="train_ChcE.jsonl",
+            dev_path="dev_ChcE.jsonl",
+            test_path="test_ChcE.jsonl"
+        ),
+        WikiSQLConfig(
+            name="CollSgE",
+            description=textwrap.dedent(
+                """\
+            A Singapore English (Singlish) variant of the large crowd-sourced dataset for developing natural language interfaces for relational databases"""
+            ),        
+            train_path="train_CollSgE.jsonl",
+            dev_path="dev_CollSgE.jsonl",
+            test_path="test_CollSgE.jsonl"
+        ),
+    ]
+
+    def _info(self):
+        return datasets.DatasetInfo(
+            description=self.config.description,
+            features=self.config.features
             # If there's a common (input, target) tuple from the features,
             # specify them here. They'll be used if as_supervised=True in
             # builder.as_dataset.
@@ -83,89 +136,26 @@ class WikiSQL(datasets.GeneratorBasedBuilder):
 
         return [
             datasets.SplitGenerator(
-                name=datasets.Split.AppE.TEST,
-                gen_kwargs={
-                    "main_filepath": os.path.join(dl_dir, "test_AppE.jsonl"),
-                    "tables_filepath": os.path.join(dl_dir, "test.tables.jsonl"),
-                },
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.AppE.VALIDATION,
-                gen_kwargs={
-                    "main_filepath": os.path.join(dl_dir, "dev_AppE.jsonl"),
-                    "tables_filepath": os.path.join(dl_dir, "dev.tables.jsonl"),
-                },
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.AppE.TRAIN,
-                gen_kwargs={
-                    "main_filepath": os.path.join(dl_dir, "train_AppE.jsonl"),
-                    "tables_filepath": os.path.join(dl_dir, "train.tables.jsonl"),
-                },
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.ChcE.TEST,
-                gen_kwargs={
-                    "main_filepath": os.path.join(dl_dir, "test_ChcE.jsonl"),
-                    "tables_filepath": os.path.join(dl_dir, "test.tables.jsonl"),
-                },
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.ChcE.VALIDATION,
-                gen_kwargs={
-                    "main_filepath": os.path.join(dl_dir, "dev_ChcE.jsonl"),
-                    "tables_filepath": os.path.join(dl_dir, "dev.tables.jsonl"),
-                },
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.ChcE.TRAIN,
-                gen_kwargs={
-                    "main_filepath": os.path.join(dl_dir, "train_ChcE.jsonl"),
-                    "tables_filepath": os.path.join(dl_dir, "train.tables.jsonl"),
-                },
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.CollSgE.TEST,
+                name=datasets.Split.TEST,
                 gen_kwargs={
-                    "main_filepath": os.path.join(dl_dir, "test_CollSgE.jsonl"),
+                    "main_filepath": os.path.join(dl_dir, self.config.test_path),
                     "tables_filepath": os.path.join(dl_dir, "test.tables.jsonl"),
                 },
             ),
             datasets.SplitGenerator(
-                name=datasets.Split.CollSgE.VALIDATION,
+                name=datasets.Split.VALIDATION,
                 gen_kwargs={
-                    "main_filepath": os.path.join(dl_dir, "dev_CollSgE.jsonl"),
+                    "main_filepath": os.path.join(dl_dir, self.config.dev_path),
                     "tables_filepath": os.path.join(dl_dir, "dev.tables.jsonl"),
                 },
             ),
             datasets.SplitGenerator(
-                name=datasets.Split.CollSgE.TRAIN,
+                name=datasets.Split.TRAIN,
                 gen_kwargs={
-                    "main_filepath": os.path.join(dl_dir, "train_CollSgE.jsonl"),
+                    "main_filepath": os.path.join(dl_dir, self.config.train_path),
                     "tables_filepath": os.path.join(dl_dir, "train.tables.jsonl"),
                 },
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.SAE.TEST,
-                gen_kwargs={
-                    "main_filepath": os.path.join(dl_dir, "test.jsonl"),
-                    "tables_filepath": os.path.join(dl_dir, "test.tables.jsonl"),
-                },
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.SAE.VALIDATION,
-                gen_kwargs={
-                    "main_filepath": os.path.join(dl_dir, "dev.jsonl"),
-                    "tables_filepath": os.path.join(dl_dir, "dev.tables.jsonl"),
-                },
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.SAE.TRAIN,
-                gen_kwargs={
-                    "main_filepath": os.path.join(dl_dir, "train.jsonl"),
-                    "tables_filepath": os.path.join(dl_dir, "train.tables.jsonl"),
-                },
-            ),
+            )
         ]
 
     def _convert_to_human_readable(self, sel, agg, columns, conditions):