Sign upLogin

tensorflow/models

View on GitHub
Star
research/object_detection/utils/variables_helper.py

Summary

Maintainability
A
3 hrs
Test Coverage

Function get_variables_available_in_checkpoint has a Cognitive Complexity of 19 (exceeds 5 allowed). Consider refactoring.
Open

def get_variables_available_in_checkpoint(variables,
                                          checkpoint_path,
                                          include_global_step=True):
  """Returns the subset of variables available in the checkpoint.
Severity: Minor
Found in research/object_detection/utils/variables_helper.py - About 2 hrs 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 filter_variables has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.
Open

def filter_variables(variables, filter_regex_list, invert=False):
  """Filters out the variables matching the filter_regex.

  Filter out the variables whose name matches the any of the regular
  expressions in filter_regex_list and returns the remaining variables.
Severity: Minor
Found in research/object_detection/utils/variables_helper.py - About 45 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 ensure_checkpoint_supported has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

def ensure_checkpoint_supported(checkpoint_path, checkpoint_type, model_dir):
  """Ensures that the given checkpoint can be properly loaded.

  Performs the following checks
  1. Raises an error if checkpoint_path and model_dir are same.
Severity: Minor
Found in research/object_detection/utils/variables_helper.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

There are no issues that match your filters.

Category
Status