Supports builder_kwargs in TfdsDataSource

PiperOrigin-RevId: 636306489

seqio/dataset_providers.py

@@ -493,6 +493,7 @@ def __init__(
       ] = None,
       caching_permitted: bool = True,
       decoders: Optional[tfds.typing.TreeDict[tfds.decode.Decoder]] = None,
+      tfds_builder_kwargs: Optional[dict[str, Any]] = None,
   ):
     """TfdsTask constructor.
 
@@ -514,6 +515,8 @@ def __init__(
         Default True.
       decoders: dict (optional), mapping from features to tfds.decode.Decoders,
         such as tfds.decode.SkipDecoding() for skipping image byte decoding.
+      tfds_builder_kwargs: `dict` (optional), keyword arguments to be passed to
+        the `tfds.core.DatasetBuilder` constructor through `tfds.load()`.
     """
     if splits and not isinstance(splits, dict):
       splits = {k: k for k in splits}
@@ -523,6 +526,7 @@ def __init__(
         data_dir=tfds_data_dir,
         split_map=splits if isinstance(splits, dict) else None,
         decoders=decoders,
+        builder_kwargs=tfds_builder_kwargs,
     )
 
     # If splits are not provided, we pass an empty tuple and use the lazy

seqio/utils.py

@@ -127,6 +127,7 @@ def __init__(
       data_dir: Optional[str] = None,
       split_map: Union[Mapping[str, str], Mapping[str, TfdsSplit], None] = None,
       decoders=None,
+      builder_kwargs: Optional[dict[str, Any]] = None,
   ):
     """LazyTfdsLoader constructor.
 
@@ -140,12 +141,16 @@ def __init__(
         split='train')`). If `TfdsSplit` are used then `name` must be empty.
       decoders: dict (optional), mapping from features to tfds.decode.Decoders,
         such as tfds.decode.SkipDecoding() for skipping image byte decoding.
+      builder_kwargs: `dict` (optional), keyword arguments to be passed to the
+        `tfds.core.DatasetBuilder` constructor through `tfds.load()` and
+        `tfds.builder()`.
     """
     _validate_tfds_name(name)
     self._name = name
     self._data_dir = data_dir
     self._split_map = split_map
     self._decoders = decoders
+    self._builder_kwargs = builder_kwargs
 
     self._is_custom_split_map = False
     if split_map:
@@ -302,8 +307,15 @@ def _get_builder(self, split: Optional[str] = None):
     builder_key = self._get_builder_key(dataset, data_dir)
     if builder_key not in LazyTfdsLoader._MEMOIZED_BUILDERS:
       if dataset:
-        builder = tfds.builder(dataset, data_dir=data_dir)
+        builder = tfds.builder(
+            dataset, data_dir=data_dir, **self._builder_kwargs
+        )
       else:
+        if self._builder_kwargs:
+          raise ValueError(
+              "`builder_kwargs` should be empty when `dataset` value is not"
+              " present."
+          )
         builder = tfds.builder_from_directory(data_dir)
       LazyTfdsLoader._MEMOIZED_BUILDERS[builder_key] = builder
     return LazyTfdsLoader._MEMOIZED_BUILDERS[builder_key]
@@ -374,6 +386,7 @@ def load(
         try_gcs=True,
         read_config=read_config,
         decoders=self._decoders,
+        builder_kwargs=self._builder_kwargs,
     )
 
   def load_shard(

seqio/utils_test.py

@@ -178,6 +178,7 @@ def test_split_map(self, mock_tfds_load):
         try_gcs=True,
         read_config=AnyArg(),
         decoders=None,
+        builder_kwargs=None,
     )
 
     # test .size()
@@ -238,6 +239,7 @@ def test_tfds_split(self, mock_tfds_load):
         try_gcs=True,
         read_config=AnyArg(),
         decoders=None,
+        builder_kwargs=None,
     )
 
     # test .size()