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awarebayes/RecNN

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Showing 14 of 19 total issues

File env.py has 300 lines of code (exceeds 250 allowed). Consider refactoring.
Open

from . import utils, dataset_functions as dset_F
from .pandas_backend import pd
import pickle
from torch.utils.data import Dataset, DataLoader
from sklearn.model_selection import train_test_split
Severity: Minor
Found in recnn/data/env.py - About 3 hrs to fix

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

    def bcq_update(
    batch,
    params,
    nets,
    optimizer,
    Severity: Minor
    Found in recnn/nn/update/bcq.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 value_update has 9 arguments (exceeds 4 allowed). Consider refactoring.
    Open

    def value_update(
    Severity: Major
    Found in recnn/nn/update/misc.py - About 1 hr to fix

      Function td3_update has 9 arguments (exceeds 4 allowed). Consider refactoring.
      Open

      def td3_update(
      Severity: Major
      Found in recnn/nn/update/td3.py - About 1 hr to fix

        Function ddpg_update has 9 arguments (exceeds 4 allowed). Consider refactoring.
        Open

        def ddpg_update(
        Severity: Major
        Found in recnn/nn/update/ddpg.py - About 1 hr to fix

          Function reinforce_update has 9 arguments (exceeds 4 allowed). Consider refactoring.
          Open

          def reinforce_update(
          Severity: Major
          Found in recnn/nn/update/reinforce.py - About 1 hr to fix

            Function bcq_update has 9 arguments (exceeds 4 allowed). Consider refactoring.
            Open

            def bcq_update(
            Severity: Major
            Found in recnn/nn/update/bcq.py - About 1 hr to fix

              Function _select_action_with_TopK_correction has 7 arguments (exceeds 4 allowed). Consider refactoring.
              Open

                  def _select_action_with_TopK_correction(
              Severity: Major
              Found in recnn/nn/models.py - About 50 mins to fix

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

                    def __init__(
                Severity: Minor
                Found in recnn/data/env.py - About 45 mins to fix

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

                      def _select_action_with_correction(
                  Severity: Minor
                  Found in recnn/nn/models.py - About 45 mins to fix

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

                    def batch_contstate_discaction(
                    Severity: Minor
                    Found in recnn/data/utils.py - About 45 mins to fix

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

                          def __init__(
                      Severity: Minor
                      Found in recnn/data/env.py - About 35 mins to fix

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

                        def batch_tensor_embeddings(batch, item_embeddings_tensor, frame_size, *args, **kwargs):
                        Severity: Minor
                        Found in recnn/data/utils.py - About 35 mins to fix

                          Function td3_update has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
                          Open

                          def td3_update(
    batch,
    params,
    nets,
    optimizer,
                          Severity: Minor
                          Found in recnn/nn/update/td3.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

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