File marker_base.py has 759 lines of code (exceeds 250 allowed). Consider refactoring.

Open

from __future__ import annotations
import os
from abc import ABC, abstractmethod
from typing import (
    Dict,

File response_selector.py has 747 lines of code (exceeds 250 allowed). Consider refactoring.

Open

from __future__ import annotations
import copy
import logging
from rasa.nlu.featurizers.featurizer import Featurizer

File models.py has 738 lines of code (exceeds 250 allowed). Consider refactoring.

Open

import time
import random
import tensorflow as tf
import numpy as np
import logging

File yaml_story_reader.py has 714 lines of code (exceeds 250 allowed). Consider refactoring.

Open

import copy
import functools
import json
from json import JSONDecodeError
import logging

File generator.py has 664 lines of code (exceeds 250 allowed). Consider refactoring.

Open

from collections import defaultdict, namedtuple, deque

import copy
import logging
import random

File structures.py has 650 lines of code (exceeds 250 allowed). Consider refactoring.

Open

import json
import logging
from collections import deque, defaultdict

import uuid

File count_vectors_featurizer.py has 636 lines of code (exceeds 250 allowed). Consider refactoring.

Open

from __future__ import annotations
import logging
import re
import scipy.sparse
from typing import Any, Dict, List, Optional, Text, Tuple, Set, Type

File forms.py has 588 lines of code (exceeds 250 allowed). Consider refactoring.

Open

import copy
from typing import Text, List, Optional, Union, Any, Dict, Set
import itertools
import logging
import structlog

File lm_featurizer.py has 579 lines of code (exceeds 250 allowed). Consider refactoring.

Open

from __future__ import annotations
import numpy as np
import logging

from typing import Any, Text, List, Dict, Tuple, Type

File training_data.py has 566 lines of code (exceeds 250 allowed). Consider refactoring.

Open

import logging
import os
from pathlib import Path
import random
from collections import Counter, OrderedDict

Function _generate has a Cognitive Complexity of 60 (exceeds 5 allowed). Consider refactoring.

Open

    def _generate(
        self, story_steps: List[StoryStep], is_rule_data: bool = False
    ) -> List[TrackerWithCachedStates]:
        if not story_steps:
            logger.debug(f"No {'rules' if is_rule_data else 'story blocks'} found.")

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File policy.py has 553 lines of code (exceeds 250 allowed). Consider refactoring.

Open

from __future__ import annotations
import abc
import copy
import logging
from enum import Enum

File crf_entity_extractor.py has 522 lines of code (exceeds 250 allowed). Consider refactoring.

Open

from __future__ import annotations

from collections import OrderedDict
from enum import Enum
import logging

File slack.py has 510 lines of code (exceeds 250 allowed). Consider refactoring.

Open

import asyncio
import hashlib
import hmac
from http import HTTPStatus
import json

File rasa_yaml.py has 497 lines of code (exceeds 250 allowed). Consider refactoring.

Open

import logging
from collections import OrderedDict
from pathlib import Path
from typing import Text, Any, List, Dict, Tuple, Union, Iterator, Optional, Callable

File visualization.py has 492 lines of code (exceeds 250 allowed). Consider refactoring.

Open

from collections import defaultdict, deque

import random
from typing import (
    Any,

File transformer.py has 490 lines of code (exceeds 250 allowed). Consider refactoring.

Open

from typing import Optional, Text, Tuple, Union

import numpy as np
import tensorflow as tf

File graph.py has 489 lines of code (exceeds 250 allowed). Consider refactoring.

Open

from __future__ import annotations

import dataclasses
from abc import ABC, abstractmethod
from dataclasses import dataclass, field

File io.py has 485 lines of code (exceeds 250 allowed). Consider refactoring.

Open

from collections import OrderedDict
import errno
import glob
from hashlib import md5
from io import StringIO

File validation.py has 479 lines of code (exceeds 250 allowed). Consider refactoring.

Open

import inspect
import logging
import typing
from typing import (
    Optional,