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Function load_model_weights has a Cognitive Complexity of 13 (exceeds 5 allowed). Consider refactoring.
Open

    def load_model_weights(self, model: Module, weights_file: str = None) -> None:
        """
        Load weight from checkpoint
        """
        if weights_file is not None:
Severity: Minor
Found in piepline/utils/checkpoints_manager.py - About 1 hr 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 register_dir has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring.
Open

    def register_dir(self, obj: FolderRegistrable, check_name_registered: bool = False, check_dir_registered: bool = True) -> None:
        """
        Register directory in file structure

        :param obj: object to registration
Severity: Minor
Found in piepline/utils/fsm.py - About 1 hr 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 update_metrics has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring.
Open

    def update_metrics(self, metrics: {}) -> None:
        """
        Update metrics on   monitor

        :param metrics: metrics dict with keys 'metrics' and 'groups'
Severity: Minor
Found in piepline/monitoring/monitors.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 _process_metric has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring.
Open

    def _process_metric(self, cur_metric, parent_tag: str = None):
        if isinstance(cur_metric, MetricsGroup):
            for m in cur_metric.metrics():
                names = self._compile_names(parent_tag, [cur_metric.name(), m.name()])
                plot = self._cur_plot(names)
Severity: Minor
Found in piepline/builtin/monitors/mpl.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 _process_metric has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.
Open

    def _process_metric(self, path: List[MetricsGroup], metric: 'AbstractMetric'):
        file_log_dir = self._fsm.get_path(self, create_if_non_exists=True, check=False)

        intermediate_path = ''
        for p in path:
Severity: Minor
Found in piepline/monitoring/monitors.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 __init__ has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.
Open

    def __init__(self, fsm: FileStructManager, is_continue: bool, network_name: str = None):
        super().__init__()
        self._writer = None
        self._txt_log_file = None
Severity: Minor
Found in piepline/builtin/monitors/tensorboard.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 update_losses has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.
Open

    def update_losses(self, losses: {}) -> None:
        """
        Update monitor

        :param losses: losses values with keys 'train' and 'validation'
Severity: Minor
Found in piepline/builtin/monitors/tensorboard.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 train has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

    def train(self) -> None:
        """
        Run training process
        """
        if len(self._train_config.stages()) < 1:
Severity: Minor
Found in piepline/train.py - About 25 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 check_best_state_achieved has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

    def check_best_state_achieved(self) -> None:
        if self._prev_states is None:
            self._prev_states = []
            for rule in self._rules:
                self._prev_states.append(rule())
Severity: Minor
Found in piepline/utils/checkpoints_manager.py - About 25 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 update_metrics has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

    def update_metrics(self, metrics: {}) -> None:
        for metric in metrics['metrics']:
            self._process_metric(metric)

        for metrics_group in metrics['groups']:
Severity: Minor
Found in piepline/builtin/monitors/mpl.py - About 25 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

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