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datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py

Summary

Maintainability
F
1 wk
Test Coverage

File victoria_parse_proteome_half_lives.py has 354 lines of code (exceeds 250 allowed). Consider refactoring.
Open

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

    Function build_obs has a Cognitive Complexity of 23 (exceeds 5 allowed). Consider refactoring.
    Open

        def build_obs(self, data, i, table):
            """Build observation objects from obj. (Tables S4, S6-S9) 
            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 build_obs_s5 has a Cognitive Complexity of 16 (exceeds 5 allowed). Consider refactoring.
    Open

        def build_obs_s5(self, data, i, cpt):
            """Build observation objects from obj. (Tables S5) 
            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 build_obs_s5 has 26 lines of code (exceeds 25 allowed). Consider refactoring.
    Open

        def build_obs_s5(self, data, i, cpt):
            """Build observation objects from obj. (Tables S5) 
            Go into observations collection.
            Args:
                data (:obj:`Obj`): source object.

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

          def __init__(self,

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

                if table == 4:
                    values_p.append({"type":"Half-life",
                                     "value":str(float(data.iloc[i,2])*3600),
                                     "uncertainty":float(data.iloc[i,3])*3600,
                                     "units":"s"})
        datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 230..249

        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 183.

        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 (cpt!=True):
                    values_p.append({"type":"Half-life",
                                     "value":str(float(data.iloc[i,1])*3600),
                                     "uncertainty":float(data.iloc[i,2])*3600,
                                     "units":"s"})
        datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 99..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 183.

        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

                            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_mouse_global_quantification.py on lines 304..311
        datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 334..341
        datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 347..354

        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

                        self.obs_col.update_one(query,
                                                {"$set": {"entity": obs_s5["entity"],
                                                          "genotype": obs_s5["genotype"],
                                                          "environment":obs_s5["environment"],
                                                          "schema_version": "2.0",
        datanator/data_source/protein_half_lives/victoria_parse_mouse_global_quantification.py on lines 304..311
        datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 334..341
        datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 366..373

        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

                        self.obs_col.update_one(query,
                                                {"$set": {"entity": obs_s5["entity"],
                                                          "genotype": obs_s5["genotype"],
                                                          "environment":obs_s5["environment"],
                                                          "schema_version": "2.0",
        datanator/data_source/protein_half_lives/victoria_parse_mouse_global_quantification.py on lines 304..311
        datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 347..354
        datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 366..373

        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_yeast_global_proteome_turnover.py on lines 8..24

        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 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_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_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 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 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_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_s4["entity"],
                                                          "genotype": obs_s4["genotype"],
                                                          "environment":obs_s4["environment"],
                                                          "schema_version": "2.0",
        datanator/data_source/protein_half_lives/victoria_parse_quantification_budding_yeast_proteome.py on lines 148..155
        datanator/data_source/protein_half_lives/victoria_parse_yeast_global_proteome_turnover.py on lines 307..314

        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

                    if i==39:
                        entity["identifiers"].append({"namespace": "gene_symbol",
                                                      "value":"K-"+"\u03B1"+"-1"})
                    else:
                        entity["identifiers"].append({"namespace": "gene_symbol",
        datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 46..51
        datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 217..222

        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 80.

        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

                if i==14:
                    entity["identifiers"].append({"namespace": "gene_symbol",
                                                  "value":"K-"+"\u03B1"+"-1"})
                else:
                    entity["identifiers"].append({"namespace": "gene_symbol",
        datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 46..51
        datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 83..88

        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 80.

        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

                if i==39:
                    entity["identifiers"].append({"namespace": "gene_symbol",
                                                  "value":"K-"+"\u03B1"+"-1"})
                else:
                    entity["identifiers"].append({"namespace": "gene_symbol",
        datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 83..88
        datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 217..222

        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 80.

        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_quantification_budding_yeast_proteome.py on lines 158..170
        datanator/data_source/protein_half_lives/victoria_parse_yeast_global_proteome_turnover.py on lines 316..329
        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 3 locations. Consider refactoring.
        Open

                            con_2 = {"identifier":{"namespace":"gene_symbol","value":obs["entity"]["identifiers"][0]["value"]}}
        datanator/data_source/protein_half_lives/victoria_parse_mouse_global_quantification.py on lines 302..302
        datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 331..331

        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 39.

        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

                        con_2 = {"identifier":{"namespace":"gene_symbol","value":obs_s5["entity"]["identifiers"][0]["value"]}}
        datanator/data_source/protein_half_lives/victoria_parse_mouse_global_quantification.py on lines 302..302
        datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 363..363

        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 39.

        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

                print(str(i)+"\t"+entity["identifiers"][0]["value"])
        datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 284..284

        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 37.

        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

                print(str(i)+"\t"+entity["identifiers"][0]["value"])
        datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 162..162

        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 37.

        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

                query = {"identifiers":{"$elemMatch":{"value":entity["identifiers"][0]["value"]}}}
        datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 92..92

        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 35.

        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

                    query = {"identifiers":{"$elemMatch":{"value":entity["identifiers"][0]["value"]}}}
        datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 223..223

        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 35.

        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

                entity["name"] = str(data.iloc[i,1]).replace("?","-")
        datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 82..82

        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

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

                    entity["name"] = str(data.iloc[i,1]).replace("?","-")
        datanator/data_source/protein_half_lives/victoria_parse_proteome_half_lives.py on lines 44..44

        Duplicated Code

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

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

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

        Tuning

        This issue has a mass of 33.

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

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

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

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

        Refactorings

        Further Reading

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