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rasa/core/policies/unexpected_intent_policy.py

Summary

Maintainability
D
2 days
Test Coverage
A
99%

File unexpected_intent_policy.py has 767 lines of code (exceeds 250 allowed). Consider refactoring.
Open

import dataclasses
import logging
from pathlib import Path
from typing import Any, List, Optional, Text, Dict, Type, Union
Severity: Major
Found in rasa/core/policies/unexpected_intent_policy.py - About 1 day to fix

    Function _get_trackers_for_training has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.
    Open

        def _get_trackers_for_training(
        trackers: List[TrackerWithCachedStates],
    ) -> List[TrackerWithCachedStates]:
        """Filters out the list of trackers which should not be used for training.
    Severity: Minor
    Found in rasa/core/policies/unexpected_intent_policy.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 __init__ has 9 arguments (exceeds 4 allowed). Consider refactoring.
    Open

        def __init__(
    Severity: Major
    Found in rasa/core/policies/unexpected_intent_policy.py - About 1 hr to fix

      Function _load_policy_with_model has 8 arguments (exceeds 4 allowed). Consider refactoring.
      Open

          def _load_policy_with_model(
      Severity: Major
      Found in rasa/core/policies/unexpected_intent_policy.py - About 1 hr to fix

        Function predict_action_probabilities has 6 arguments (exceeds 4 allowed). Consider refactoring.
        Open

            def predict_action_probabilities(
        Severity: Minor
        Found in rasa/core/policies/unexpected_intent_policy.py - About 45 mins to fix

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