Cloud-CV/EvalAI

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apps/jobs/utils.py

Summary

Maintainability
F
4 days
Test Coverage

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

import datetime
import logging
import os
import requests
import tempfile
Severity: Minor
Found in apps/jobs/utils.py - About 7 hrs to fix

    Function calculate_distinct_sorted_leaderboard_data has a Cognitive Complexity of 43 (exceeds 5 allowed). Consider refactoring.
    Open

    def calculate_distinct_sorted_leaderboard_data(
        user, challenge_obj, challenge_phase_split, only_public_entries, order_by
    ):
        """
        Function to calculate and return the sorted leaderboard data
    Severity: Minor
    Found in apps/jobs/utils.py - About 6 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 handle_submission_rerun has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring.
    Open

    def handle_submission_rerun(submission, updated_status):
        """
        Function to handle the submission re-running. It is handled in the following way -
        1. Invalidate the old submission
        2. Create a new submission object for the re-running submission
    Severity: Minor
    Found in apps/jobs/utils.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 handle_submission_resume has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring.
    Open

    def handle_submission_resume(submission, updated_status):
        """
        Function to handle the submission resuming. It is handled in the following way -
        1. Change the submissions status to resumed
    
    
    Severity: Minor
    Found in apps/jobs/utils.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 calculate_distinct_sorted_leaderboard_data has 26 lines of code (exceeds 25 allowed). Consider refactoring.
    Open

    def calculate_distinct_sorted_leaderboard_data(
        user, challenge_obj, challenge_phase_split, only_public_entries, order_by
    ):
        """
        Function to calculate and return the sorted leaderboard data
    Severity: Minor
    Found in apps/jobs/utils.py - About 1 hr to fix

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

      def get_remaining_submission_for_a_phase(
          user, challenge_phase_pk, challenge_pk
      ):
          """
          Returns the number of remaining submissions that a participant can
      Severity: Minor
      Found in apps/jobs/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 calculate_distinct_sorted_leaderboard_data has 5 arguments (exceeds 4 allowed). Consider refactoring.
      Open

      def calculate_distinct_sorted_leaderboard_data(
      Severity: Minor
      Found in apps/jobs/utils.py - About 35 mins to fix

        Avoid too many return statements within this function.
        Open

                return response_data, status.HTTP_200_OK
        Severity: Major
        Found in apps/jobs/utils.py - About 30 mins to fix

          Identical blocks of code found in 2 locations. Consider refactoring.
          Open

              if submission.challenge_phase.challenge.is_docker_based:
                  try:
                      response = requests.get(submission.input_file.url)
                  except Exception:
                      logger.exception("Failed to get input_file")
          Severity: Major
          Found in apps/jobs/utils.py and 1 other location - About 6 hrs to fix
          apps/jobs/utils.py on lines 262..276

          Duplicated Code

          Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

          Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

          When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

          Tuning

          This issue has a mass of 101.

          We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

          The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

          If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

          See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

          Refactorings

          Further Reading

          Identical blocks of code found in 2 locations. Consider refactoring.
          Open

              if submission.challenge_phase.challenge.is_docker_based:
                  try:
                      response = requests.get(submission.input_file.url)
                  except Exception:
                      logger.exception("Failed to get input_file")
          Severity: Major
          Found in apps/jobs/utils.py and 1 other location - About 6 hrs to fix
          apps/jobs/utils.py on lines 220..234

          Duplicated Code

          Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

          Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

          When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

          Tuning

          This issue has a mass of 101.

          We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

          The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

          If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

          See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

          Refactorings

          Further Reading

          Similar blocks of code found in 2 locations. Consider refactoring.
          Open

              submissions_done_this_month = submissions_done.filter(
                  submitted_at__gte=timezone.now().replace(
          Severity: Minor
          Found in apps/jobs/utils.py and 1 other location - About 35 mins to fix
          apps/jobs/models.py on lines 231..232

          Duplicated Code

          Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

          Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

          When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

          Tuning

          This issue has a mass of 33.

          We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

          The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

          If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

          See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

          Refactorings

          Further Reading

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