generator parameter order updates plus DS generator update

synthetic_data/dataset_generator.py

@@ -47,7 +47,7 @@ def generate_dataset_by_class(
     rng: Generator,
     columns_to_generate: List[dict] = None,
     dataset_length: int = 100000,
-    path: Optional[str] = None,
+    path: str = None,
 ) -> pd.DataFrame:
     """
     Randomizes a dataset with a mixture of different data classes.
@@ -84,6 +84,6 @@ def generate_dataset_by_class(
             raise ValueError(f"generator: {col_generator} is not a valid generator.")
 
         col_generator_function = gen_funcs.get(col_generator)
-        dataset.append(col_generator_function(**col_, num_rows=dataset_length, rng=rng))
+        dataset.append(col_generator_function(rng=rng, num_rows=dataset_length))
         column_names.append(col_generator)
     return convert_data_to_df(dataset, path, column_names=column_names)

synthetic_data/distinct_generators/categorical_generator.py

@@ -8,8 +8,8 @@
 def random_categorical(
     rng: Generator,
     categories: Optional[List[str]] = None,
-    num_rows: int = 1,
     probabilities: Optional[List[float]] = None,
+    num_rows: int = 1,
 ) -> np.array:
     """
     Randomly generates an array of categorical values chosen out of categories.

synthetic_data/distinct_generators/text_generator.py

@@ -9,9 +9,9 @@
 def random_string(
     rng: Generator,
     chars: Optional[List[str]] = None,
-    num_rows: int = 1,
     str_len_min: int = 1,
     str_len_max: int = 256,
+    num_rows: int = 1,
 ) -> np.array:
     """
     Randomly generates an array of strings with length between the min and max values.
@@ -50,9 +50,9 @@ def random_string(
 def random_text(
     rng: Generator,
     chars: Optional[str] = None,
-    num_rows: int = 1,
     str_len_min: int = 256,
     str_len_max: int = 1000,
+    num_rows: int = 1,
 ) -> np.array:
     """
     Randomly generates an array of text with length between the min and max values.
@@ -75,4 +75,4 @@ def random_text(
             f"str_len_min must be > 255. " f"Value provided: {str_len_min}."
         )
 
-    return random_string(rng, chars, num_rows, str_len_min, str_len_max)
+    return random_string(rng, chars, str_len_min, str_len_max, num_rows)