q-optimize/c3

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c3/c3objs.py

Summary

Maintainability
C
1 day
Test Coverage

Quantity has 33 functions (exceeds 20 allowed). Consider refactoring.
Open

class Quantity:
    """
    Represents any physical quantity used in the model or the pulse
    specification. For arithmetic operations just the numeric value is used. The
    value itself is stored in an optimizer friendly way as a float between -1
Severity: Minor
Found in c3/c3objs.py - About 4 hrs to fix

    File c3objs.py has 332 lines of code (exceeds 250 allowed). Consider refactoring.
    Open

    """Basic custom objects."""
    
    import hjson
    from typing import List
    import numpy as np
    Severity: Minor
    Found in c3/c3objs.py - About 4 hrs to fix

      Cyclomatic complexity is too high in function jsonify_list. (18)
      Open

      def jsonify_list(data, transform_arrays=True):
          # try:
          if data is None:
              return
          if isinstance(data, dict):
      Severity: Minor
      Found in c3/c3objs.py by radon

      Cyclomatic Complexity

      Cyclomatic Complexity corresponds to the number of decisions a block of code contains plus 1. This number (also called McCabe number) is equal to the number of linearly independent paths through the code. This number can be used as a guide when testing conditional logic in blocks.

      Radon analyzes the AST tree of a Python program to compute Cyclomatic Complexity. Statements have the following effects on Cyclomatic Complexity:

      Construct Effect on CC Reasoning
      if +1 An if statement is a single decision.
      elif +1 The elif statement adds another decision.
      else +0 The else statement does not cause a new decision. The decision is at the if.
      for +1 There is a decision at the start of the loop.
      while +1 There is a decision at the while statement.
      except +1 Each except branch adds a new conditional path of execution.
      finally +0 The finally block is unconditionally executed.
      with +1 The with statement roughly corresponds to a try/except block (see PEP 343 for details).
      assert +1 The assert statement internally roughly equals a conditional statement.
      Comprehension +1 A list/set/dict comprehension of generator expression is equivalent to a for loop.
      Boolean Operator +1 Every boolean operator (and, or) adds a decision point.

      Source: http://radon.readthedocs.org/en/latest/intro.html

      Cyclomatic complexity is too high in function hjson_encode. (11)
      Open

      def hjson_encode(z):
          if isinstance(z, complex):
              return {"__complex__": str(z)}
          elif isinstance(z, np.ndarray):
              return {"__array__": (z.tolist())}
      Severity: Minor
      Found in c3/c3objs.py by radon

      Cyclomatic Complexity

      Cyclomatic Complexity corresponds to the number of decisions a block of code contains plus 1. This number (also called McCabe number) is equal to the number of linearly independent paths through the code. This number can be used as a guide when testing conditional logic in blocks.

      Radon analyzes the AST tree of a Python program to compute Cyclomatic Complexity. Statements have the following effects on Cyclomatic Complexity:

      Construct Effect on CC Reasoning
      if +1 An if statement is a single decision.
      elif +1 The elif statement adds another decision.
      else +0 The else statement does not cause a new decision. The decision is at the if.
      for +1 There is a decision at the start of the loop.
      while +1 There is a decision at the while statement.
      except +1 Each except branch adds a new conditional path of execution.
      finally +0 The finally block is unconditionally executed.
      with +1 The with statement roughly corresponds to a try/except block (see PEP 343 for details).
      assert +1 The assert statement internally roughly equals a conditional statement.
      Comprehension +1 A list/set/dict comprehension of generator expression is equivalent to a for loop.
      Boolean Operator +1 Every boolean operator (and, or) adds a decision point.

      Source: http://radon.readthedocs.org/en/latest/intro.html

      Cyclomatic complexity is too high in method __init__. (7)
      Open

          def __init__(
              self, value, unit="undefined", min_val=None, max_val=None, symbol=r"\alpha"
          ):
              pref = 1.0
              value = np.array(value)
      Severity: Minor
      Found in c3/c3objs.py by radon

      Cyclomatic Complexity

      Cyclomatic Complexity corresponds to the number of decisions a block of code contains plus 1. This number (also called McCabe number) is equal to the number of linearly independent paths through the code. This number can be used as a guide when testing conditional logic in blocks.

      Radon analyzes the AST tree of a Python program to compute Cyclomatic Complexity. Statements have the following effects on Cyclomatic Complexity:

      Construct Effect on CC Reasoning
      if +1 An if statement is a single decision.
      elif +1 The elif statement adds another decision.
      else +0 The else statement does not cause a new decision. The decision is at the if.
      for +1 There is a decision at the start of the loop.
      while +1 There is a decision at the while statement.
      except +1 Each except branch adds a new conditional path of execution.
      finally +0 The finally block is unconditionally executed.
      with +1 The with statement roughly corresponds to a try/except block (see PEP 343 for details).
      assert +1 The assert statement internally roughly equals a conditional statement.
      Comprehension +1 A list/set/dict comprehension of generator expression is equivalent to a for loop.
      Boolean Operator +1 Every boolean operator (and, or) adds a decision point.

      Source: http://radon.readthedocs.org/en/latest/intro.html

      Consider simplifying this complex logical expression.
      Open

          if isinstance(data, dict):
              return {str(k): jsonify_list(v) for k, v in data.items()}
          elif isinstance(data, list):
              return [jsonify_list(v) for v in data]
          elif isinstance(data, tuple):
      Severity: Major
      Found in c3/c3objs.py - About 1 hr to fix

        Function __init__ has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring.
        Open

            def __init__(
                self, value, unit="undefined", min_val=None, max_val=None, symbol=r"\alpha"
            ):
                pref = 1.0
                value = np.array(value)
        Severity: Minor
        Found in c3/c3objs.py - About 55 mins to fix

        Cognitive Complexity

        Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

        A method's cognitive complexity is based on a few simple rules:

        • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
        • Code is considered more complex for each "break in the linear flow of the code"
        • Code is considered more complex when "flow breaking structures are nested"

        Further reading

        Function __init__ has 5 arguments (exceeds 4 allowed). Consider refactoring.
        Open

            def __init__(
        Severity: Minor
        Found in c3/c3objs.py - About 35 mins to fix

          Function __init__ has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
          Open

              def __init__(self, name, desc="", comment="", params=None):
                  self.name = name
                  self.desc = desc
                  self.comment = comment
                  self.params = {}
          Severity: Minor
          Found in c3/c3objs.py - About 35 mins to fix

          Cognitive Complexity

          Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

          A method's cognitive complexity is based on a few simple rules:

          • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
          • Code is considered more complex for each "break in the linear flow of the code"
          • Code is considered more complex when "flow breaking structures are nested"

          Further reading

          Either merge this branch with the identical one on line "375" or change one of the implementations.
          Open

                  return data
          Severity: Major
          Found in c3/c3objs.py by sonar-python

          Having two branches in the same if structure with the same implementation is at best duplicate code, and at worst a coding error. If the same logic is truly needed for both instances, then they should be combined.

          Noncompliant Code Example

          if 0 <= a < 10:
              do_the_thing()
          elif 10 <= a < 20:
              do_the_other_thing()
          elif 20 <= a < 50:
              do_the_thing()  # Noncompliant; duplicates first condition
          else:
              do_the_rest()
          
          b = 4 if a > 12 else 4
          

          Compliant Solution

          if (0 <= a < 10) or (20 <= a < 50):
              do_the_thing()
          elif 10 <= a < 20:
              do_the_other_thing()
          else:
              do_the_rest()
          
          b = 4
          

          or

          if 0 <= a < 10:
              do_the_thing()
          elif 10 <= a < 20:
              do_the_other_thing()
          elif 20 <= a < 50:
              do_the_third_thing()
          else:
              do_the_rest()
          
          b = 8 if a > 12 else 4
          

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