reformat files

QData · jstzwj · Jul 7, 2024 · Jul 7, 2024 · Jul 7, 2024 · Jul 7, 2024
commit e59bd3b11843cae6cc4ba872bb5f6045591ab8d1
diff --git a/textattack/metrics/attack_metrics/words_perturbed.py b/textattack/metrics/attack_metrics/words_perturbed.py
@@ -65,9 +65,9 @@ def calculate(self, results):
         self.all_metrics["avg_word_perturbed"] = self.avg_number_word_perturbed_num()
         self.all_metrics["avg_word_perturbed_perc"] = self.avg_perturbation_perc()
         self.all_metrics["max_words_changed"] = self.max_words_changed
-        self.all_metrics["num_words_changed_until_success"] = (
-            self.num_words_changed_until_success
-        )
+        self.all_metrics[
+            "num_words_changed_until_success"
+        ] = self.num_words_changed_until_success
 
         return self.all_metrics
 

diff --git a/textattack/search_methods/particle_swarm_optimization.py b/textattack/search_methods/particle_swarm_optimization.py
@@ -120,9 +120,9 @@ def _turn(self, source_text, target_text, prob, original_text):
                 & indices_to_replace
             )
             if "last_transformation" in source_text.attacked_text.attack_attrs:
-                new_text.attack_attrs["last_transformation"] = (
-                    source_text.attacked_text.attack_attrs["last_transformation"]
-                )
+                new_text.attack_attrs[
+                    "last_transformation"
+                ] = source_text.attacked_text.attack_attrs["last_transformation"]
 
             if not self.post_turn_check or (new_text.words == source_text.words):
                 break

diff --git a/textattack/shared/validators.py b/textattack/shared/validators.py
@@ -25,10 +25,7 @@
         r"^textattack.models.helpers.word_cnn_for_classification.*",
         r"^transformers.modeling_\w*\.\w*ForSequenceClassification$",
     ],
-    (
-        NonOverlappingOutput,
-        MinimizeBleu,
-    ): [
+    (NonOverlappingOutput, MinimizeBleu,): [
         r"^textattack.models.helpers.t5_for_text_to_text.*",
     ],
 }

diff --git a/textattack/transformations/sentence_transformations/back_transcription.py b/textattack/transformations/sentence_transformations/back_transcription.py
@@ -12,8 +12,9 @@
 
 
 class BackTranscription(SentenceTransformation):
-    """A type of sentence level transformation that takes in a text input, converts it into
-    synthesized speech using ASR, and transcribes it back to text using TTS.
+    """A type of sentence level transformation that takes in a text input,
+    converts it into synthesized speech using ASR, and transcribes it back to
+    text using TTS.
 
     tts_model: text-to-speech model from huggingface
     asr_model: automatic speech recognition model from huggingface