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metric.py

@@ -1,61 +1,52 @@
-#####
-# imports for hf system:
-#####
+from dataclasses import field
+from typing import Any, Dict, Generator, Iterable, List, Optional, Union
+
+import datasets
+import evaluate
+from datasets import Features, Sequence, Value
+
 from .artifact import __file__ as _
 from .blocks import __file__ as _
 from .card import __file__ as _
 from .catalog import __file__ as _
 from .collections import __file__ as _
 from .common import __file__ as _
+from .dataset import __file__ as _
 from .file_utils import __file__ as _
-
-# from .fusion import __file__
+from .fusion import __file__ as _
 from .generator_utils import __file__ as _
 from .instructions import __file__ as _
-from .loaders import __file__ as _
 from .load import __file__ as _
+from .loaders import __file__ as _
 from .metrics import __file__ as _
 from .normalizers import __file__ as _
+from .operator import (
+    MultiStreamOperator,
+    SequntialOperator,
+    SequntialOperatorInitilizer,
+    StreamInitializerOperator,
+)
 from .operator import __file__ as _
+from .operators import (
+    ApplyStreamOperatorsField,
+    ApplyValueOperatorsField,
+    FlattenInstances,
+    MergeStreams,
+    SplitByValue,
+)
 from .operators import __file__ as _
 from .processors import __file__ as _
 from .recipe import __file__ as _
 from .register import __file__ as _
-from .splitters import __file__ as _
+from .schema import __file__ as _
 from .split_utils import __file__ as _
+from .splitters import __file__ as _
+from .stream import MultiStream, Stream
 from .stream import __file__ as _
 from .task import __file__ as _
 from .templates import __file__ as _
 from .text_utils import __file__ as _
-from .schema import __file__ as _
-
-# from .utilize import __file__ as _
-# from .validate import __file__ as _
-#############
-
-from .stream import MultiStream, Stream
-
-from .operator import SequntialOperator, SequntialOperatorInitilizer, MultiStreamOperator, StreamInitializerOperator
-
-from .operators import (
-    ApplyValueOperatorsField,
-    ApplyStreamOperatorsField,
-    SplitByValue,
-    MergeStreams,
-    FlattenInstances,
-)
-
-import evaluate
-import datasets
-
-from datasets import (
-    Features,
-    Value,
-    Sequence,
-)
-
-from dataclasses import field
-from typing import List, Union, Dict, Optional, Generator, Any, Iterable
+from .validate import __file__ as _
 
 
 class MultiStreamScoreMean(MultiStreamOperator):