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Aiscalate/aiscalator

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Showing 36 of 55 total issues

Function _setup_logging has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.
Open

    def _setup_logging(self):
        """ Setup the logging configuration of the application """
        if self.app_config_has("logging"):
            log_config = self.app_config()["logging"]
            filename_list = [
Severity: Minor
Found in src/aiscalator/core/config.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

Avoid deeply nested control flow statements.
Open

                        for k in env.keys():
                            env_file.write(k + '=' + env.get(k) + '\n')
                    elif os.path.isfile(os.path.join(self.root_dir(), env)):
Severity: Major
Found in src/aiscalator/core/config.py - About 45 mins to fix

    Avoid deeply nested control flow statements.
    Open

                            with open(os.path.join(self.root_dir(), env),
                                  mode="r") as file:
                            for line in file:
                                env_file.write(line)
                    else:
    Severity: Major
    Found in src/aiscalator/core/config.py - About 45 mins to fix

      Avoid deeply nested control flow statements.
      Open

                          for j in reference[key]:
                        _validate_configs(i, j, ".".join([path, key]),
                                          missing_exception,
                                          type_mismatch_exception)
      Severity: Major
      Found in src/aiscalator/core/config.py - About 45 mins to fix

        Avoid deeply nested control flow statements.
        Open

                            with open(env, mode="r") as file:
                        for line in file:
                            env_file.write(line)
        utils.copy_replace(join(tmp, ".env"),
        Severity: Major
        Found in src/aiscalator/airflow/command.py - About 45 mins to fix

          Function download_latest_artifacts has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.
          Open

          def download_latest_artifacts(account_project, build_id):
    """Download all the artifacts from the latest build."""
    if build_id is None:
        url = "https://ci.appveyor.com/api/projects/{}".format(account_project)
    else:
          Severity: Minor
          Found in ci/appveyor-download.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 check_notebook_dir has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring.
          Open

          def check_notebook_dir(logger, code_path, from_format="py:percent"):
    """
    Check a folder and generate all notebook files that might
    be required in that folder.
          Severity: Minor
          Found in src/aiscalator/core/utils.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 _validate_configs has 5 arguments (exceeds 4 allowed). Consider refactoring.
          Open

          def _validate_configs(test, reference, path,
          Severity: Minor
          Found in src/aiscalator/core/config.py - About 35 mins to fix

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

            def _mount_path(conf: AiscalatorConfig, field, target_path,
            Severity: Minor
            Found in src/aiscalator/jupyter/command.py - About 35 mins to fix

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

              def jupyter_run(config, notebook=None,
              Severity: Minor
              Found in src/aiscalator/api.py - About 35 mins to fix

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

                def wait_for_jupyter_lab(commands, logger, notebook, port, folder):
                Severity: Minor
                Found in src/aiscalator/core/utils.py - About 35 mins to fix

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

                  def _prepare_docker_env(conf: AiscalatorConfig, program, port):
    """
    Assembles the list of commands to execute a docker run call

    When calling "docker run ...", this function also adds a set of
                  Severity: Minor
                  Found in src/aiscalator/airflow/command.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

                  Function step_extract_parameters has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
                  Open

                      def step_extract_parameters(self) -> list:
        """Returns a list of docker parameters"""
        result = []
        if self.has_step_field("task.parameters"):
            for param in self.step_field("task.parameters"):
                  Severity: Minor
                  Found in src/aiscalator/core/config.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 grep_logs has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
                  Open

                      def grep_logs(self, pipe):
        """
        Reads the logs and extract values defined by the pattern

        Parameters
                  Severity: Minor
                  Found in src/aiscalator/core/log_regex_analyzer.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_notebook has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
                  Open

                  def check_notebook(logger, code_path, from_format="py:percent"):
    """
    Checks existence of notebook file and regenerates using
    jupytext from associated .py file if possible.
    Otherwise, create an empty notebook file.
                  Severity: Minor
                  Found in src/aiscalator/core/utils.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 _docker_compose has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
                  Open

                  def _docker_compose(conf: AiscalatorConfig,
                    extra_commands: list):
    """
    Run the docker-compose command
                  Severity: Minor
                  Found in src/aiscalator/airflow/command.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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