Write pythonic code

Embrace Python’s idiomatic programming style to make your code more readable, concise, and maintainable. Follow these Pythonic patterns:

1. Use truthiness checks instead of explicit length comparisons:

   # Instead of this:
   if len(mod['Key']):
      
   # Do this:
   if mod['Key']:
   

2. Access dictionaries directly without unnecessary calls:

   # Instead of this:
   if 'source_arn' in conf.keys():
      
   # Do this:
   if 'source_arn' in conf:
   

3. Use dictionary comprehensions for building mappings:

   # Instead of this:
   for vertex in self.tf_graph.vertices:
       if vertex.block_type == BlockType.RESOURCE:
           self._address_to_tf_vertex_map[vertex.attributes[TF_PLAN_RESOURCE_ADDRESS]] = vertex
      
   # Do this:
   self._address_to_tf_vertex_map = {
       vertex.attributes[TF_PLAN_RESOURCE_ADDRESS]: vertex
       for vertex in self.tf_graph.vertices
       if vertex.block_type == BlockType.RESOURCE
   }
   

4. Use context managers for resource handling:

   # Instead of this:
   f = open(f"{sast_policies_dir}/{policy.get('id')}.yaml", "a")
   # ...operations with f...
   f.close()
      
   # Do this:
   with open(f"{sast_policies_dir}/{policy.get('id')}.yaml", "a") as f:
       # ...operations with f...
   

5. Prefer built-in type annotations over imported ones:

   # Instead of this:
   from typing import Dict, List
   def function(param: Dict[str, List[int]]) -> None:
      
   # Do this:
   def function(param: dict[str, list[int]]) -> None:
   

6. Use fail-fast patterns to avoid deeply nested conditionals:

   # Instead of this:
   if source_bc_id:
       ckv_id = self.get_ckv_id_from_bc_id(source_bc_id)
       if ckv_id:
           ckv_ids.append(ckv_id)
      
   # Do this:
   if not source_bc_id:
       continue
   ckv_id = self.get_ckv_id_from_bc_id(source_bc_id)
   if not ckv_id:
       continue
   ckv_ids.append(ckv_id)
   

7. Use static methods appropriately without unnecessary instantiation:

   # Instead of this:
   k8s_validator = K8sValidator()
   if k8s_validator.is_valid_template(t):
      
   # Do this:
   if K8sValidator.is_valid_template(t):
   

These practices will result in cleaner, more maintainable code that follows Python’s design philosophy of readability and simplicity.