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datanator/data_source/protein_half_lives/victoria_parse_yeast_global_proteome_turnover.py

Summary

Maintainability
F
1 wk
Test Coverage

File victoria_parse_yeast_global_proteome_turnover.py has 316 lines of code (exceeds 250 allowed). Consider refactoring.
Open

import pandas as pd
import bson
from pymongo import MongoClient
from datanator_query_python.util import mongo_util
from datanator_query_python.config import config

    Function build_obs_multi_ids has a Cognitive Complexity of 25 (exceeds 5 allowed). Consider refactoring.
    Open

        def build_obs_multi_ids(self, data, i, species):
            """Build observation object from data with more than one uniprot_id per row
            Go into observations collection
    
            Args:

    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 process_docs has a Cognitive Complexity of 11 (exceeds 5 allowed). Consider refactoring.
    Open

        def process_docs(self):
            files = ['mmc2.txt','mmc3.txt']
            for file in files:
                table = pd.read_csv(file,
                                    delimiter='\t',

    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 build_obs has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring.
    Open

        def build_obs(self, data, i, species):
            """Build observation objects from obj.
            Go into observations collection.
            Args:
                data (:obj:`Obj`): source object.

    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 __init__ has 7 arguments (exceeds 4 allowed). Consider refactoring.
    Open

        def __init__(self,

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

          def build_entity(self, data, i):
              """Build entity object from obj.
              Go into entity collection
      
              Args:

      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

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

                      if data.iloc[i,4]!="n.d.":
                          values_p.append({"type": "Half-life",
                                           "value": str(float(data.iloc[i,4])*60),
                                           "units": "s"})
                      else:
      datanator/data_source/protein_half_lives/victoria_parse_yeast_global_proteome_turnover.py on lines 106..114

      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 139.

      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 data.iloc[i,4]!="n.d.":
                  values_p.append({"type": "Half-life",
                                   "value": str(float(data.iloc[i,4])*60),
                                   "units": "s"})
              else:
      datanator/data_source/protein_half_lives/victoria_parse_yeast_global_proteome_turnover.py on lines 190..198

      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 139.

      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 species=="Saccharomyces cerevisiae BY4742":
                          genotype = {"taxon": {"ncbi_taxonomy_id": 559292,
                                                "name": species}}
                          query = {"tax_id": 559292}
                          environment["media"] = "5 ml synthetic medium, 30 mg/l heavy [13C6/15N2] L-lysine, 6.7 g/l yeast nitrogen base, 2 g/l dropout mix, all amino acids except lysine and 2% glucose"
      datanator/data_source/protein_half_lives/victoria_parse_yeast_global_proteome_turnover.py on lines 125..135

      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 108.

      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 species=="Saccharomyces cerevisiae BY4742":
                  genotype = {"taxon": {"ncbi_taxonomy_id": 559292,
                                        "name": species}}
                  query = {"tax_id": 559292}
                  environment["media"] = "5 ml synthetic medium, 30 mg/l heavy [13C6/15N2] L-lysine, 6.7 g/l yeast nitrogen base, 2 g/l dropout mix, all amino acids except lysine and 2% glucose"
      datanator/data_source/protein_half_lives/victoria_parse_yeast_global_proteome_turnover.py on lines 209..219

      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 108.

      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

          def __init__(self,
                       MongoDB=None,
                       db=None,
                       collection=None,
                       username=None,
      datanator/data_source/protein_half_lives/victoria_parse_column_k0_mouse_brain.py on lines 7..23
      datanator/data_source/protein_half_lives/victoria_parse_mouse_global_quantification.py on lines 8..24
      datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 7..23

      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 104.

      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 11 locations. Consider refactoring.
      Open

                      if taxon_doc!=None:
                          for j in range(len(taxon_doc["canon_anc_names"])):
                              d = {}
                              d["ncbi_taxonomy_id"] = taxon_doc["canon_anc_ids"][j]
                              d["name"] = taxon_doc["canon_anc_names"][j]
      datanator/data_source/protein_half_lives/victoria_parse_column_k0_mouse_brain.py on lines 121..126
      datanator/data_source/protein_half_lives/victoria_parse_column_k0_mouse_brain.py on lines 195..200
      datanator/data_source/protein_half_lives/victoria_parse_mouse_global_quantification.py on lines 225..230
      datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 126..131
      datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 257..262
      datanator/data_source/protein_half_lives/victoria_parse_quantification_budding_yeast_proteome.py on lines 98..103
      datanator/data_source/protein_half_lives/victoria_parse_yeast_global_proteome_turnover.py on lines 139..144
      datanator/data_source/protein_localization/victoria_insert_experimental_protein.py on lines 101..106
      datanator/data_source/protein_localization/victoria_insert_protein_atlas.py on lines 198..203
      datanator/data_source/rna_localization/victoria_parse_LncAtlas.py on lines 130..135

      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 102.

      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 11 locations. Consider refactoring.
      Open

              if doc!=None:
                  for j in range(len(doc["canon_anc_names"])):
                      d = {}
                      d["ncbi_taxonomy_id"] = doc["canon_anc_ids"][j]
                      d["name"] = doc["canon_anc_names"][j]
      datanator/data_source/protein_half_lives/victoria_parse_column_k0_mouse_brain.py on lines 121..126
      datanator/data_source/protein_half_lives/victoria_parse_column_k0_mouse_brain.py on lines 195..200
      datanator/data_source/protein_half_lives/victoria_parse_mouse_global_quantification.py on lines 225..230
      datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 126..131
      datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 257..262
      datanator/data_source/protein_half_lives/victoria_parse_quantification_budding_yeast_proteome.py on lines 98..103
      datanator/data_source/protein_half_lives/victoria_parse_yeast_global_proteome_turnover.py on lines 223..228
      datanator/data_source/protein_localization/victoria_insert_experimental_protein.py on lines 101..106
      datanator/data_source/protein_localization/victoria_insert_protein_atlas.py on lines 198..203
      datanator/data_source/rna_localization/victoria_parse_LncAtlas.py on lines 130..135

      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 102.

      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

                          self.obs_col.update_one(query,
                                              {"$set": {"entity": obs["entity"],
                                                        "genotype": obs["genotype"],
                                                        "environment": obs["environment"],
                                                        "schema_version": "2.0",
      datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 316..323
      datanator/data_source/protein_half_lives/victoria_parse_quantification_budding_yeast_proteome.py on lines 148..155

      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 102.

      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 11 locations. Consider refactoring.
      Open

      def main():
          conf=config.Victoria()
          conf_main = config.Config()
          username = conf.USERNAME
          password = conf.PASSWORD
      datanator/data_source/protein_half_lives/victoria_parse_mouse_global_quantification.py on lines 314..327
      datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 376..389
      datanator/data_source/protein_half_lives/victoria_parse_quantification_budding_yeast_proteome.py on lines 158..170
      datanator/data_source/protein_localization/experimental.py on lines 63..74
      datanator/data_source/protein_localization/victoria_insert_archaea.py on lines 148..159
      datanator/data_source/protein_localization/victoria_insert_experimental_protein.py on lines 182..193
      datanator/data_source/protein_localization/victoria_insert_neg_wo_outer_membrane.py on lines 148..159
      datanator/data_source/protein_localization/victoria_insert_protein_atlas.py on lines 272..283
      datanator/data_source/rna_localization/victoria_parse_LncAtlas.py on lines 224..236
      datanator/parse_metabolite_concentration.py on lines 44..55

      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 73.

      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

              if data.iloc[i,1]!=None:
                  ensembl_ids = data.iloc[i,1].split(";")
                  for ensembl in ensembl_ids:
                      entity["identifiers"].append({"namespace": "ensembl",
                                                    "value": ensembl})
      datanator/data_source/protein_half_lives/victoria_parse_yeast_global_proteome_turnover.py on lines 62..66

      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 70.

      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

              if data.iloc[i,7]!=None:
                  gene_names = data.iloc[i,7].split(";")
                  for gene in gene_names:
                      entity["identifiers"].append({"namespace": "gene_name",
                                                    "value": gene})   
      datanator/data_source/protein_half_lives/victoria_parse_yeast_global_proteome_turnover.py on lines 57..61

      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 70.

      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 data.iloc[i,2]!="n.d.":
                          values_p.append({"type": "Degradation rates",
                                           "value": str(float(data.iloc[i,2])/60),
                                           "units": "s^(-1)"})
      datanator/data_source/protein_half_lives/victoria_parse_yeast_global_proteome_turnover.py on lines 115..118

      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 63.

      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 data.iloc[i,2]!="n.d.":
                  values_p.append({"type": "Degradation rates",
                                   "value": str(float(data.iloc[i,2])/60),
                                   "units": "s^(-1)"})
      datanator/data_source/protein_half_lives/victoria_parse_yeast_global_proteome_turnover.py on lines 199..202

      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 63.

      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

                      self.identifier_col.update_one(query,
                                                     {"$set": {"namespace": "uniprot_id",
                                                               "value": entity["identifiers"][0]["value"]}},
      datanator/data_source/protein_half_lives/victoria_parse_yeast_global_proteome_turnover.py on lines 298..300

      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

                          self.identifier_col.update_one(query,
                                                         {"$set": {"namespace": "uniprot_id",
                                                                   "value": entity["identifiers"][0]["value"]}},
      datanator/data_source/protein_half_lives/victoria_parse_yeast_global_proteome_turnover.py on lines 238..240

      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.

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