[pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

Signed-off-by: Sasha Meister <[email protected]>

examples/asr/rate_punctuation.py

@@ -12,9 +12,10 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from argparse import ArgumentParser
 import json
 import os
+from argparse import ArgumentParser
+
 import pandas as pd
 from tabulate import tabulate
 
@@ -89,7 +90,7 @@ def read_manifest(input_manifest_path: str) -> list[dict]:
     Returns:
         samples - list of dict
     '''
-    
+
     assert os.path.exists(input_manifest_path), f"Input manifest file is not found: {input_manifest_path}"
 
     with open(input_manifest_path, "r") as manifest:
@@ -99,8 +100,10 @@ def read_manifest(input_manifest_path: str) -> list[dict]:
 
 
 def write_manifest(output_manifest_path: str, samples: list[dict]) -> None:
-
-    assert os.path.exists(os.path.dirname(output_manifest_path)), f"Directory to save output manifest path does not exists: {output_manifest_path}"
+
+    assert os.path.exists(
+        os.path.dirname(output_manifest_path)
+    ), f"Directory to save output manifest path does not exists: {output_manifest_path}"
 
     '''
     Writes samples to .json file.

nemo/collections/common/metrics/per.py

@@ -16,12 +16,11 @@
 from collections import namedtuple
 from tqdm import tqdm
 
-def per(references: list[str],
-        hypotheses: list[str],
-        punctuation_marks: list[str],
-        punctuation_mask: str = "[PUNCT]",
-    ) -> None:
-
+
+def per(
+    references: list[str], hypotheses: list[str], punctuation_marks: list[str], punctuation_mask: str = "[PUNCT]",
+) -> None:
+
     """
     Computes Punctuation Error Rate
     
@@ -35,16 +34,19 @@ def per(references: list[str],
     Return:
         per (float) - Punctuation Error Rate
     """
-
-    per_data_obj = PERData(references=references, 
-                           hypotheses=hypotheses, 
-                           punctuation_marks=punctuation_marks, 
-                           punctuation_mask=punctuation_mask)
-
+
+    per_data_obj = PERData(
+        references=references,
+        hypotheses=hypotheses,
+        punctuation_marks=punctuation_marks,
+        punctuation_mask=punctuation_mask,
+    )
+
     per_data_obj.compute()
-    
+
     return per_data_obj.per
 
+
 class PER:
     """
     Class for computation puncutation-related absolute amounts of operations and thier rates
@@ -121,9 +123,9 @@ class PER:
     """
 
     def __init__(self, punctuation_marks: list[str], punctuation_mask: str = "[PUNCT]") -> None:
-        
+
         assert len(punctuation_marks) != 0, f"List of punctuation marks is empty"
-        
+
         self.punctuation_marks = punctuation_marks
         self.punctuation_mask = punctuation_mask
 
@@ -363,7 +365,7 @@ class PERData:
         per_data_obj.per - float, total Punctuation Error Rate between provided pairs of 
         references and hypotheses.
     """
-    
+
     def __init__(
         self,
         references: list[str],