Breakdown

Overview

The Breakdown class in the run-python-helix-app project provides a foundational component for analyzing code. This analysis involves identifying key functions and classes that significantly contribute to the application’s overall behavior.

Functionality

The Breakdown class offers several options for code analysis, each tailored to a specific need:

1. analyze: This method performs a comprehensive analysis of the provided code. It identifies functions and classes with the highest impact on code complexity and execution time.

2. extract_functions: This method focuses on extracting relevant functions from the code. It utilizes a range of heuristics to identify functions that contribute the most to the code’s functionality.

3. extract_classes: This method targets the identification of classes that play a crucial role in the application’s structure and behavior.

4. identify_dependencies: This method analyzes the dependencies between functions and classes. It provides insights into how different parts of the code interact with each other.

Usage Examples

analyze

from breakdown import Breakdown
          
          # Example code snippet
          code = """
          def foo(x, y):
              return x + y
          
          class MyClass:
              def __init__(self, a, b):
                  self.a = a
                  self.b = b
          
              def method1(self):
                  return self.a + self.b
          """
          
          # Analyze the code
          analyzer = Breakdown()
          results = analyzer.analyze(code)
          
          # Print the analysis results
          print(results)
          

extract_functions

from breakdown import Breakdown
          
          # Example code snippet
          code = """
          def foo(x, y):
              return x + y
          
          class MyClass:
              def __init__(self, a, b):
                  self.a = a
                  self.b = b
          
              def method1(self):
                  return self.a + self.b
          """
          
          # Extract functions
          extractor = Breakdown()
          functions = extractor.extract_functions(code)
          
          # Print the extracted functions
          print(functions)
          

extract_classes

from breakdown import Breakdown
          
          # Example code snippet
          code = """
          def foo(x, y):
              return x + y
          
          class MyClass:
              def __init__(self, a, b):
                  self.a = a
                  self.b = b
          
              def method1(self):
                  return self.a + self.b
          """
          
          # Extract classes
          extractor = Breakdown()
          classes = extractor.extract_classes(code)
          
          # Print the extracted classes
          print(classes)
          

identify_dependencies

from breakdown import Breakdown
          
          # Example code snippet
          code = """
          def foo(x, y):
              return x + y
          
          class MyClass:
              def __init__(self, a, b):
                  self.a = a
                  self.b = b
          
              def method1(self):
                  return self.a + self.b
          """
          
          # Identify dependencies
          extractor = Breakdown()
          dependencies = extractor.identify_dependencies(code)
          
          # Print the dependencies
          print(dependencies)
          

Source Code

https://github.com/helixml/run-python-helix-app