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

    def gen_rate_laws(self):
        """ Generate rate laws for the reactions in the submodel """
        model = self.model        
        cell = self.knowledge_base.cell
        nucleus = model.compartments.get_one(id='n')
Severity: Minor
Found in wc_model_gen/eukaryote/rna_degradation.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

Similar blocks of code found in 4 locations. Consider refactoring.
Open

                reaction.participants.append(metabolites['amp'].species_coefficients.get_or_create(
                    coefficient=ntp_count['A']))
Severity: Major
Found in wc_model_gen/eukaryote/translation_translocation.py and 3 other locations - About 35 mins to fix
wc_model_gen/eukaryote/translation_translocation.py on lines 1502..1503
wc_model_gen/eukaryote/translation_translocation.py on lines 1504..1505
wc_model_gen/eukaryote/translation_translocation.py on lines 1506..1507

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

Similar blocks of code found in 4 locations. Consider refactoring.
Open

                reaction.participants.append(metabolites['cmp'].species_coefficients.get_or_create(
                    coefficient=ntp_count['C']))
Severity: Major
Found in wc_model_gen/eukaryote/translation_translocation.py and 3 other locations - About 35 mins to fix
wc_model_gen/eukaryote/translation_translocation.py on lines 1500..1501
wc_model_gen/eukaryote/translation_translocation.py on lines 1504..1505
wc_model_gen/eukaryote/translation_translocation.py on lines 1506..1507

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

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

def gen_michaelis_menten_like_propensity_function(model, reaction, substrates_as_modifiers=None, exclude_substrates=None):
    """ Generate a Michaelis-Menten-like propensity function. 
        For species that are considered 'substrates', the substrate term is formulated as the 
        multiplication of a Hill equation with a coefficient of 1 for each 'substrate'. 
        For species that are considered 'modifiers', the modifier term is formulated
Severity: Minor
Found in wc_model_gen/utils.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

Similar blocks of code found in 4 locations. Consider refactoring.
Open

        min_bool = model.parameters.get_or_create(
            id='min_bool_substance',
            type=None,
            value=0,
            units=unit_registry.parse_units('molecule'),
Severity: Major
Found in wc_model_gen/eukaryote/translation_translocation.py and 3 other locations - About 35 mins to fix
wc_model_gen/eukaryote/transcription.py on lines 652..656
wc_model_gen/eukaryote/transcription.py on lines 660..664
wc_model_gen/eukaryote/translation_translocation.py on lines 567..571

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

Similar blocks of code found in 3 locations. Consider refactoring.
Open

            expression_terms.append('({} / ({} + {} * {} * {}))'.format(species.gen_id(),
                                                                        species.gen_id(),
                                                                        model_k_m.id, avogadro.id,
                                                                        volume.id))
Severity: Minor
Found in wc_model_gen/utils.py and 2 other locations - About 35 mins to fix
wc_model_gen/utils.py on lines 463..466
wc_model_gen/utils.py on lines 550..555

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

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

                    proteasome_total_exp, error = wc_lang.ObservableExpression.deserialize(
                        ' + '.join(modifier_species.keys()),
                        {wc_lang.Species: modifier_species})
Severity: Minor
Found in wc_model_gen/eukaryote/protein_degradation.py and 1 other location - About 35 mins to fix
wc_model_gen/eukaryote/transcription.py on lines 733..735

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

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

    def calibrate_submodel(self):
        """ Calibrate the submodel using data in the KB """
        model = self.model
        beta = self.options.get('beta')
Severity: Minor
Found in wc_model_gen/prokaryote/protein_degradation.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

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

            polr_bound_species_type.structure = wc_lang.ChemicalStructure(
                    empirical_formula = polr_complex.structure.empirical_formula,
                    molecular_weight = polr_complex.structure.molecular_weight,
                    charge = polr_complex.structure.charge)
Severity: Minor
Found in wc_model_gen/eukaryote/transcription.py and 1 other location - About 35 mins to fix
wc_model_gen/eukaryote/transcription.py on lines 288..291

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

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

    def gen_compartments(self):
        """ Generate compartments for the model from knowledge base """
        kb = self.knowledge_base
        model = self.model
Severity: Minor
Found in wc_model_gen/eukaryote/initialize_model.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

Similar blocks of code found in 4 locations. Consider refactoring.
Open

        min_bool = model.parameters.get_or_create(
            id='min_bool_substance',
            type=None,
            value=0,
            units=unit_registry.parse_units('molecule'),
Severity: Major
Found in wc_model_gen/eukaryote/transcription.py and 3 other locations - About 35 mins to fix
wc_model_gen/eukaryote/transcription.py on lines 652..656
wc_model_gen/eukaryote/translation_translocation.py on lines 567..571
wc_model_gen/eukaryote/translation_translocation.py on lines 575..579

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

Similar blocks of code found in 4 locations. Consider refactoring.
Open

        max_bool = model.parameters.get_or_create(
            id='max_bool_substance',
            type=None,
            value=1,
            units=unit_registry.parse_units('molecule'),
Severity: Major
Found in wc_model_gen/eukaryote/transcription.py and 3 other locations - About 35 mins to fix
wc_model_gen/eukaryote/transcription.py on lines 660..664
wc_model_gen/eukaryote/translation_translocation.py on lines 567..571
wc_model_gen/eukaryote/translation_translocation.py on lines 575..579

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

Similar blocks of code found in 4 locations. Consider refactoring.
Open

                reaction.participants.append(metabolites['ump'].species_coefficients.get_or_create(
                    coefficient=ntp_count['U']))
Severity: Major
Found in wc_model_gen/eukaryote/translation_translocation.py and 3 other locations - About 35 mins to fix
wc_model_gen/eukaryote/translation_translocation.py on lines 1500..1501
wc_model_gen/eukaryote/translation_translocation.py on lines 1502..1503
wc_model_gen/eukaryote/translation_translocation.py on lines 1504..1505

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

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

            polr_bound_non_specific_species_type.structure = wc_lang.ChemicalStructure(
                    empirical_formula = polr_complex.structure.empirical_formula,
                    molecular_weight = polr_complex.structure.molecular_weight,
                    charge = polr_complex.structure.charge)
Severity: Minor
Found in wc_model_gen/eukaryote/transcription.py and 1 other location - About 35 mins to fix
wc_model_gen/eukaryote/transcription.py on lines 403..406

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

Similar blocks of code found in 3 locations. Consider refactoring.
Open

        for id in ['utp', 'atp', 'ctp', 'gtp']:
            tpps[id] = model.species_types.get_one(id=id)
Severity: Minor
Found in wc_model_gen/prokaryote/metabolism.py and 2 other locations - About 30 mins to fix
wc_model_gen/prokaryote/metabolism.py on lines 51..52
wc_model_gen/prokaryote/metabolism.py on lines 55..56

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

Similar blocks of code found in 3 locations. Consider refactoring.
Open

        for id in ['udp', 'adp', 'cdp', 'gdp']:
            dpps[id] = model.species_types.get_one(id=id)
Severity: Minor
Found in wc_model_gen/prokaryote/metabolism.py and 2 other locations - About 30 mins to fix
wc_model_gen/prokaryote/metabolism.py on lines 51..52
wc_model_gen/prokaryote/metabolism.py on lines 59..60

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

Similar blocks of code found in 3 locations. Consider refactoring.
Open

        for id in ['ump', 'amp', 'cmp', 'gmp']:
            mpps[id] = model.species_types.get_one(id=id)
Severity: Minor
Found in wc_model_gen/prokaryote/metabolism.py and 2 other locations - About 30 mins to fix
wc_model_gen/prokaryote/metabolism.py on lines 55..56
wc_model_gen/prokaryote/metabolism.py on lines 59..60

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

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

    def gen_rate_laws(self):
        """ Generate rate laws for carbohydrate and lipid formation reactions. High
            rates are assumed so that the macromolecules are formed as soon as the
            components are available.        
        """
Severity: Minor
Found in wc_model_gen/eukaryote/metabolism.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 calc_gtp_per_translate has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

    def calc_gtp_per_translate(self):
        """ Calculates the average GTP needed for a translation reaction """
        submodel = self.model.submodels.get_one(id='translation')

        gtp_per_translation = []
Severity: Minor
Found in wc_model_gen/prokaryote/metabolism.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 gen_kb_reactions has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
Open

    def gen_kb_reactions(self):
        """ Generate reactions encoded within KB
            TODO: rxn.submodel attribute is removed from KB, so submodel assignement needs to be taken care of here.
                  Since all rxns explicitly encoded in KB are metabolic ones, it is manually set to be metablism atm, but
                  not more sophisticated approach
Severity: Minor
Found in wc_model_gen/prokaryote/initalize_model.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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