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easyjailbreak/mutation/rule/Artificial.py

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+import importlib.resources
+from typing import List
+from easyjailbreak.mutation import MutationBase
+from easyjailbreak.datasets import Instance
+from easyjailbreak.seed import SeedTemplate
+
+
+class Artificial(MutationBase):
+    """
+    Artificial mutation rule for Jailbroken
+    """
+    def __init__(self, attr_name='query'):
+        self.attr_name = attr_name
+
+    def _get_mutated_instance(self, instance) -> List[Instance]:
+
+        if not hasattr(instance, self.attr_name):
+            raise AttributeError(f"Attribute '{self.attr_name}' not found in"
+                                 " instance")
+
+        mutated_results = []
+        seed_path = importlib.resources.files("easyjailbreak.seed") / "seed_template.json"
+        prompt_seeds = SeedTemplate().new_seeds(
+            method_list=['Jailbroken'],
+            template_file=seed_path
+        )
+
+        for prompt_seed in prompt_seeds:
+            new_instance = instance.copy()
+            for value in prompt_seed.values():
+                new_instance.jailbreak_prompt = value
+            new_instance.parents.append(instance)
+            mutated_results.append(new_instance)
+
+        return mutated_results