CSCfi/pebbles

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pebbles/drivers/provisioning/kubernetes_driver.py

Summary

Maintainability
F
1 wk
Test Coverage

File kubernetes_driver.py has 643 lines of code (exceeds 250 allowed). Consider refactoring.
Open

import datetime
import logging
import os
import time
from enum import Enum, unique
Severity: Major
Found in pebbles/drivers/provisioning/kubernetes_driver.py - About 1 day to fix

    Function do_check_readiness has a Cognitive Complexity of 35 (exceeds 5 allowed). Consider refactoring.
    Open

        def do_check_readiness(self, token, application_session_id):
            application_session = self.fetch_and_populate_application_session(token, application_session_id)
            namespace = self.get_application_session_namespace(application_session)
            pod_api = self.dynamic_client.resources.get(api_version='v1', kind='Pod')
            pods = pod_api.get(
    Severity: Minor
    Found in pebbles/drivers/provisioning/kubernetes_driver.py - About 5 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

    KubernetesDriverBase has 34 functions (exceeds 20 allowed). Consider refactoring.
    Open

    class KubernetesDriverBase(base_driver.ProvisioningDriverBase):
        def __init__(self, logger, config, cluster_config, token):
            super().__init__(logger, config, cluster_config, token)
    
            self.ingress_app_domain = cluster_config.get('appDomain', 'localhost')
    Severity: Minor
    Found in pebbles/drivers/provisioning/kubernetes_driver.py - About 4 hrs to fix

      Function do_deprovision has a Cognitive Complexity of 20 (exceeds 5 allowed). Consider refactoring.
      Open

          def do_deprovision(self, token, application_session_id):
              application_session = self.fetch_and_populate_application_session(token, application_session_id)
              namespace = self.get_application_session_namespace(application_session)
              # remove deployment
              try:
      Severity: Minor
      Found in pebbles/drivers/provisioning/kubernetes_driver.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 ensure_volume has 7 arguments (exceeds 4 allowed). Consider refactoring.
      Open

          def ensure_volume(self, namespace, application_session, volume_name, volume_size, storage_class_name,
      Severity: Major
      Found in pebbles/drivers/provisioning/kubernetes_driver.py - About 50 mins to fix

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

            def create_volume(self, namespace, volume_name, volume_size, storage_class_name,
        Severity: Minor
        Found in pebbles/drivers/provisioning/kubernetes_driver.py - About 45 mins to fix

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

              def create_volume_restore_job(self, token, workspace_id, volume_name, volume_size_spec, storage_class, src_cluster):
          Severity: Minor
          Found in pebbles/drivers/provisioning/kubernetes_driver.py - About 45 mins to fix

            Avoid too many return statements within this function.
            Open

                                return ts, 'starting'
            Severity: Major
            Found in pebbles/drivers/provisioning/kubernetes_driver.py - About 30 mins to fix

              Avoid too many return statements within this function.
              Open

                                      return ts, 'image could not be pulled'
              Severity: Major
              Found in pebbles/drivers/provisioning/kubernetes_driver.py - About 30 mins to fix

                Avoid too many return statements within this function.
                Open

                                return None
                Severity: Major
                Found in pebbles/drivers/provisioning/kubernetes_driver.py - About 30 mins to fix

                  Avoid too many return statements within this function.
                  Open

                                      return ts, 'starting'
                  Severity: Major
                  Found in pebbles/drivers/provisioning/kubernetes_driver.py - About 30 mins to fix

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

                        def check_volume_restore_job(self, token, workspace_id, volume_name):
                            namespace = self.get_namespace(workspace_id)
                    
                            # check if the namespace exists
                            if not self.namespace_exists(namespace):
                    Severity: Major
                    Found in pebbles/drivers/provisioning/kubernetes_driver.py and 1 other location - About 2 days to fix
                    pebbles/drivers/provisioning/kubernetes_driver.py on lines 632..659

                    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 262.

                    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

                        def check_volume_backup_job(self, token, workspace_id, volume_name):
                            namespace = self.get_namespace(workspace_id)
                    
                            # check if the namespace exists
                            if not self.namespace_exists(namespace):
                    Severity: Major
                    Found in pebbles/drivers/provisioning/kubernetes_driver.py and 1 other location - About 2 days to fix
                    pebbles/drivers/provisioning/kubernetes_driver.py on lines 701..728

                    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 262.

                    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

                        def delete_service(self, namespace, application_session):
                            self.logger.debug('deleting service %s' % application_session.get('name'))
                            api = self.dynamic_client.resources.get(api_version='v1', kind='Service')
                            api.delete(
                                namespace=namespace,
                    Severity: Major
                    Found in pebbles/drivers/provisioning/kubernetes_driver.py and 1 other location - About 3 hrs to fix
                    pebbles/drivers/provisioning/kubernetes_driver.py on lines 542..545

                    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 71.

                    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

                        def delete_configmap(self, namespace, application_session):
                            self.logger.debug('deleting configmap %s' % application_session.get('name'))
                            api_configmap = self.dynamic_client.resources.get(api_version='v1', kind='ConfigMap')
                            return api_configmap.delete(namespace=namespace, name=application_session.get('name'))
                    Severity: Major
                    Found in pebbles/drivers/provisioning/kubernetes_driver.py and 1 other location - About 3 hrs to fix
                    pebbles/drivers/provisioning/kubernetes_driver.py on lines 441..444

                    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 71.

                    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

                        def delete_deployment(self, namespace, application_session):
                            self.logger.debug('deleting deployment %s' % application_session.get('name'))
                            api_deployment = self.dynamic_client.resources.get(api_version='apps/v1', kind='Deployment')
                            return api_deployment.delete(namespace=namespace, name=application_session.get('name'))
                    Severity: Major
                    Found in pebbles/drivers/provisioning/kubernetes_driver.py and 1 other location - About 3 hrs to fix
                    pebbles/drivers/provisioning/kubernetes_driver.py on lines 507..510

                    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 71.

                    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

                        def delete_ingress(self, namespace, application_session):
                            self.logger.debug('deleting ingress %s' % application_session.get('name'))
                            api = self.dynamic_client.resources.get(api_version='networking.k8s.io/v1', kind='Ingress')
                            api.delete(namespace=namespace, name=application_session.get('name'))
                    Severity: Major
                    Found in pebbles/drivers/provisioning/kubernetes_driver.py and 1 other location - About 3 hrs to fix
                    pebbles/drivers/provisioning/kubernetes_driver.py on lines 522..527

                    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 71.

                    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 4 locations. Consider refactoring.
                    Open

                            try:
                                self.delete_ingress(namespace, application_session)
                            except ApiException as e:
                                if e.status == 404:
                                    self.logger.warning('Ingress not found, assuming it is already deleted')
                    Severity: Major
                    Found in pebbles/drivers/provisioning/kubernetes_driver.py and 3 other locations - About 1 hr to fix
                    pebbles/drivers/provisioning/kubernetes_driver.py on lines 294..300
                    pebbles/drivers/provisioning/kubernetes_driver.py on lines 303..309
                    pebbles/drivers/provisioning/kubernetes_driver.py on lines 312..318

                    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 46.

                    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 4 locations. Consider refactoring.
                    Open

                            try:
                                self.delete_configmap(namespace, application_session)
                            except ApiException as e:
                                if e.status == 404:
                                    self.logger.warning('ConfigMap not found, assuming it is already deleted')
                    Severity: Major
                    Found in pebbles/drivers/provisioning/kubernetes_driver.py and 3 other locations - About 1 hr to fix
                    pebbles/drivers/provisioning/kubernetes_driver.py on lines 294..300
                    pebbles/drivers/provisioning/kubernetes_driver.py on lines 312..318
                    pebbles/drivers/provisioning/kubernetes_driver.py on lines 321..327

                    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 46.

                    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 4 locations. Consider refactoring.
                    Open

                            try:
                                self.delete_deployment(namespace, application_session)
                            except ApiException as e:
                                if e.status == 404:
                                    self.logger.warning('Deployment not found, assuming it is already deleted')
                    Severity: Major
                    Found in pebbles/drivers/provisioning/kubernetes_driver.py and 3 other locations - About 1 hr to fix
                    pebbles/drivers/provisioning/kubernetes_driver.py on lines 303..309
                    pebbles/drivers/provisioning/kubernetes_driver.py on lines 312..318
                    pebbles/drivers/provisioning/kubernetes_driver.py on lines 321..327

                    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 46.

                    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 4 locations. Consider refactoring.
                    Open

                            try:
                                self.delete_service(namespace, application_session)
                            except ApiException as e:
                                if e.status == 404:
                                    self.logger.warning('Service not found, assuming it is already deleted')
                    Severity: Major
                    Found in pebbles/drivers/provisioning/kubernetes_driver.py and 3 other locations - About 1 hr to fix
                    pebbles/drivers/provisioning/kubernetes_driver.py on lines 294..300
                    pebbles/drivers/provisioning/kubernetes_driver.py on lines 303..309
                    pebbles/drivers/provisioning/kubernetes_driver.py on lines 321..327

                    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 46.

                    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 'session_data' in application_session and 'namespace' in application_session['session_data']:
                                # application_session already has namespace assigned in session_data
                                namespace = application_session['session_data']['namespace']
                                self.logger.debug('found namespace %s for session %s' % (namespace, application_session.get('name')))
                    Severity: Major
                    Found in pebbles/drivers/provisioning/kubernetes_driver.py and 1 other location - About 1 hr to fix
                    pebbles/drivers/provisioning/kubernetes_driver.py on lines 96..99

                    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 44.

                    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 'session_data' in application_session and 'namespace' in application_session['session_data']:
                                # application_session already has namespace assigned in session_data
                                namespace = application_session['session_data']['namespace']
                                self.logger.debug('found namespace %s for session %s' % (namespace, application_session.get('name')))
                    Severity: Major
                    Found in pebbles/drivers/provisioning/kubernetes_driver.py and 1 other location - About 1 hr to fix
                    pebbles/drivers/provisioning/kubernetes_driver.py on lines 839..842

                    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 44.

                    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

                            env_var_dict = {k: v for k, v in [x.split('=') for x in env_var_array]}
                    Severity: Minor
                    Found in pebbles/drivers/provisioning/kubernetes_driver.py and 1 other location - About 30 mins to fix
                    pebbles/drivers/provisioning/openshift_template_driver.py on lines 176..176

                    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 32.

                    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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