changed datasets to have the first operand as the subset

numerical_reasoning.py → numerical_reasoning_arithmetic.py

@@ -35,53 +35,31 @@ _HOMEPAGE = ""
 # TODO: Add the licence for the dataset here if you can find it
 _LICENSE = ""
 
-# TODO: Add link to the official dataset URLs here
-# 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)
-_URLS = {
-    "first_domain": "https://huggingface.co/great-new-dataset-first_domain.zip",
-    "second_domain": "https://huggingface.co/great-new-dataset-second_domain.zip",
-}
-
-
-# TODO: Name of the dataset usually matches the script name with CamelCase instead of snake_case
-class NumericalReasoning(datasets.GeneratorBasedBuilder):
+class NumericalReasoningArithmetic(datasets.GeneratorBasedBuilder):
     """TODO: Short description of my dataset."""
 
     VERSION = datasets.Version("0.1.0")
 
     BUILDER_CONFIGS = [
-        datasets.BuilderConfig(name="multiplication", version=VERSION, description="x1 x x2 = y"),
-        datasets.BuilderConfig(name="addition", version=VERSION, description="x1 + x2 = y"),
-        datasets.BuilderConfig(name="convert_min_sec", version=VERSION, description="x minutes equals y seconds"),
-        datasets.BuilderConfig(name="convert_hour_min", version=VERSION, description="x hours equals y minutes"),
-        datasets.BuilderConfig(name="convert_day_hour", version=VERSION, description="x days equals y hours"),
-        datasets.BuilderConfig(name="convert_week_day", version=VERSION, description="x minutes equals y seconds"),
-        datasets.BuilderConfig(name="convert_month_week", version=VERSION, description="x months equals y weeks"),
-        datasets.BuilderConfig(name="convert_year_month", version=VERSION, description="x years equals y months"),
-        datasets.BuilderConfig(name="convert_decade_year", version=VERSION, description="x decades equals y years"),
+        datasets.BuilderConfig(
+            name="{}".format(num),
+            version=VERSION,
+            description="Task with {} as the first operand".format(num)) \
+                for num in range(0,100)
     ]
 
     DEFAULT_CONFIG_NAME = "multiplication"
 
     def _info(self):
-        if (self.config.name == "multiplication") or (self.config.name == "addition"):
-            features = datasets.Features(
-                {
-                    "x1": datasets.Value("int32"),
-                    "x2": datasets.Value("int32"),
-                    "y": datasets.Value("int32"),
-                }
-            )
-        else:
-            features = datasets.Features(
-                {
-                    "x": datasets.Value("int32"),
-                    "x_time_unit": datasets.Value("string"),
-                    "y": datasets.Value("int32"),
-                    "y_time_unit": datasets.Value("string"),
-                }
-            )
+        features = datasets.Features(
+            {
+                "x1": datasets.Value("string"),
+                "x2": datasets.Value("string"),
+                "y_mul": datasets.Value("int32"),
+                "y_add": datasets.Value("int32"),
+            }
+        )
+
         return datasets.DatasetInfo(
             description=_DESCRIPTION,
             features=features,
@@ -102,67 +80,13 @@ class NumericalReasoning(datasets.GeneratorBasedBuilder):
 
     def _generate_examples(self, split):
 
-        if self.config.name == "multiplication":
-            key = 0
-            for x1 in range(0,100):
-                for x2 in range(1,51):
-                    key += 1
-                    yield key, {
-                        "x1": x1,
-                        "x2": x2,
-                        "y": x1*x2,
-                    }
-
-        elif self.config.name == "addition":
-            key = 0
-            for x1 in range(0,100):
-                for x2 in range(1,51):
-                    key += 1
-                    yield key, {
-                        "x1": x1,
-                        "x2": x2,
-                        "y": x1+x2,
-                    }
-        else:
-            if "min_sec" in self.config.name:
-                x_time_unit = "minutes"
-                y_time_unit = "seconds"
-                multiplier = 60
-
-            elif "hour_min" in self.config.name:
-                x_time_unit = "hours"
-                y_time_unit = "minutes"
-                multiplier = 60
-
-            elif "day_hour" in self.config.name:
-                x_time_unit = "days"
-                y_time_unit = "hours"
-                multiplier = 24
-
-            elif "week_day" in self.config.name:
-                x_time_unit = "weeks"
-                y_time_unit = "days"
-                multiplier = 7
-
-            elif "month_week" in self.config.name:
-                x_time_unit = "months"
-                y_time_unit = "weeks"
-                multiplier = 30
-
-            elif "year_month" in self.config.name:
-                x_time_unit = "years"
-                y_time_unit = "months"
-                multiplier = 12
-
-            elif "decade_year" in self.config.name:
-                x_time_unit = "decades"
-                y_time_unit = "years"
-                multiplier = 10
-
-            for key, x in enumerate(range(0, 100)):
+        key = 0
+        for x1 in range(0,100):
+            for x2 in range(1,51):
+                key += 1
                 yield key, {
-                    "x": x,
-                    "x_time_unit": x_time_unit,
-                    "y": multiplier*x,
-                    "y_time_unit": y_time_unit,
+                    "x1": x1,
+                    "x2": x2,
+                    "y_mul": x1*x2,
+                    "y_add": x1+x2,
                 }