Sign upLogin

debatelab/deepa2

View on GitHub
Star

Showing 44 of 44 total issues

File parsers.py has 432 lines of code (exceeds 250 allowed). Consider refactoring.
Open

"""Parsers and formatters for DA2 data structures"""

import dataclasses
import logging
import re
Severity: Minor
Found in deepa2/parsers.py - About 6 hrs to fix

    File nli_builder.py has 432 lines of code (exceeds 250 allowed). Consider refactoring.
    Open

    """Defines Builders for creating DeepA2 datasets from NLI-type data."""

from __future__ import annotations

import dataclasses
    Severity: Minor
    Found in deepa2/builder/nli_builder.py - About 6 hrs to fix

      File aifdb_builder.py has 373 lines of code (exceeds 250 allowed). Consider refactoring.
      Open

      """Defines Builders for creating DeepA2 datasets from AIFdb corpora."""

from __future__ import annotations

import dataclasses
      Severity: Minor
      Found in deepa2/builder/aifdb_builder.py - About 4 hrs to fix

        File entailmentbank_builder.py has 357 lines of code (exceeds 250 allowed). Consider refactoring.
        Open

        """Defines Builder for creating DeepA2 datasets from Entailment bank data."""

from __future__ import annotations

import dataclasses
        Severity: Minor
        Found in deepa2/builder/entailmentbank_builder.py - About 4 hrs to fix

          Function split_nodeset_per_inference has a Cognitive Complexity of 27 (exceeds 5 allowed). Consider refactoring.
          Open

              def split_nodeset_per_inference(  # pylint: disable=too-many-locals, too-many-statements
        examples: Dict[str, List]
    ) -> Dict[str, List]:
        """extracts individual inferences from nodesets, and splits nodesets accordingly"""
          Severity: Minor
          Found in deepa2/builder/aifdb_builder.py - About 3 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

          File core.py has 297 lines of code (exceeds 250 allowed). Consider refactoring.
          Open

          """Defines core abstract classes and data structures for DeepA2 datasets.

This module defines core abstract classes and data structures for building
DeepA2 datasets. The core classess follow the director-builder design pattern.
The `Director` sets up a universal pipeline for transforming a raw dataset.
          Severity: Minor
          Found in deepa2/builder/core.py - About 3 hrs to fix

            File metric_handler.py has 289 lines of code (exceeds 250 allowed). Consider refactoring.
            Open

            """metric handlers and basic class for calculating metrics"""

from __future__ import annotations
from abc import ABC, abstractmethod
import re
            Severity: Minor
            Found in deepa2/metrics/metric_handler.py - About 2 hrs to fix

              Function transform has a Cognitive Complexity of 21 (exceeds 5 allowed). Consider refactoring.
              Open

                  def transform(self) -> None:
        """transforms sources"""

        logging.info(
            "#################################################################"
              Severity: Minor
              Found in deepa2/preptrain/t2tpreprocessor.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 map_to_t2t has a Cognitive Complexity of 20 (exceeds 5 allowed). Consider refactoring.
              Open

                  def map_to_t2t(self, da2_dict: Dict[str, Any]) -> Dict[str, List[str]]:
        """create multiple t2t items from a single Deep A2 item"""
        t2t_item: Dict[str, List[str]] = {}
        da2_item = DeepA2Item.from_batch(da2_dict)
        da2_item = self._layouter.format(da2_item)
              Severity: Minor
              Found in deepa2/preptrain/t2tpreprocessor.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 transform has a Cognitive Complexity of 19 (exceeds 5 allowed). Consider refactoring.
              Open

                  def transform(
        self,
        export_path: Optional[str] = None,
        active_features: Optional[List[str]] = None,
        debug_size: Optional[int] = None,
              Severity: Minor
              Found in deepa2/builder/core.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

              File datastructures.py has 273 lines of code (exceeds 250 allowed). Consider refactoring.
              Open

              """Basic data structures"""

from abc import ABC
import dataclasses
import logging
              Severity: Minor
              Found in deepa2/datastructures.py - About 2 hrs to fix

                File arg_kp_builder.py has 272 lines of code (exceeds 250 allowed). Consider refactoring.
                Open

                """Defines Builder for creating DeepA2 datasets from IBM Argument Key Point data."""

from __future__ import annotations

import dataclasses
                Severity: Minor
                Found in deepa2/builder/arg_kp_builder.py - About 2 hrs to fix

                  Function bake has a Cognitive Complexity of 17 (exceeds 5 allowed). Consider refactoring.
                  Open

                  def bake(  # noqa: C901  pylint: disable=too-many-arguments,too-many-branches,too-many-statements
    source_type: Optional[str] = typer.Option(
        None,
        help="type of the source dataset, used to"
        "choose a compatible Builder; currently supported source types:"
                  Severity: Minor
                  Found in deepa2/main.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 populate_record has a Cognitive Complexity of 17 (exceeds 5 allowed). Consider refactoring.
                  Open

                      def populate_record(  # pylint: disable=too-many-statements, too-many-locals
        self, idx: int
    ) -> None:
        """populates record at product index `int`"""
                  Severity: Minor
                  Found in deepa2/builder/nli_builder.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 load_dataset has a Cognitive Complexity of 14 (exceeds 5 allowed). Consider refactoring.
                  Open

                      def load_dataset(self) -> datasets.DatasetDict:
        splits = self._aifdb_config.splits

        # download and unpack corpora
        aifdb_dir = Path(self._aifdb_config.cache_dir)
                  Severity: Minor
                  Found in deepa2/builder/aifdb_builder.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 parse_proposition_block has a Cognitive Complexity of 14 (exceeds 5 allowed). Consider refactoring.
                  Open

                      def parse_proposition_block(ad_raw: str, **inf_args) -> List[ArgumentStatement]:
        """parses proposition block"""
        statement_list: List[ArgumentStatement] = []
        if not ad_raw:
            return statement_list
                  Severity: Minor
                  Found in deepa2/parsers.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 preprocess has a Cognitive Complexity of 14 (exceeds 5 allowed). Consider refactoring.
                  Open

                      def preprocess(dataset: datasets.Dataset) -> datasets.Dataset:
        df_esnli = pd.DataFrame(dataset.to_pandas())
        df_esnli = df_esnli.drop_duplicates()
        # count explanations per row
        df_esnli["n_explanations"] = 3 - df_esnli[
                  Severity: Minor
                  Found in deepa2/builder/nli_builder.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 populate_record has 42 lines of code (exceeds 25 allowed). Consider refactoring.
                  Open

                      def populate_record(  # pylint: disable=too-many-statements, too-many-locals
        self, idx: int
    ) -> None:
        """populates record at product index `int`"""
                  Severity: Minor
                  Found in deepa2/builder/nli_builder.py - About 1 hr to fix

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

                        def no_petitio(parsed_pred: Optional[Argument]) -> Optional[int]:
        """checks if a reconstruction is no petitio
        i.e. no conclusion is a premise,
        petitio is a special case of redundancy"""
                    Severity: Minor
                    Found in deepa2/metrics/metric_handler.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 serve has a Cognitive Complexity of 13 (exceeds 5 allowed). Consider refactoring.
                    Open

                    def serve(  # pylint: disable=too-many-arguments
    path: Optional[str] = typer.Option(None, help="path to DeepA2 dataset"),
    revision: Optional[str] = typer.Option(
        None, help="version of the dataset (script) to load"
    ),
                    Severity: Minor
                    Found in deepa2/main.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

                    Severity
                    Category
                    Status
                    Source
                    Language