zidarsk8/simple_wbd

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File filters.py has 1765 lines of code (exceeds 250 allowed). Consider refactoring.
Open

"""Dict containing common and featured indicator ids.

This list was fetched from wold bank data site.
featured indicators: http://data.worldbank.org/indicator?tab=featured
common indicators: http://data.worldbank.org/indicator?tab=all
Severity: Major
Found in simple_wbd/filters.py - About 4 days to fix

    File indicators.py has 343 lines of code (exceeds 250 allowed). Consider refactoring.
    Open

    """World Bank Data Indicator API helper.
    
    This is a simple indicator API helper focused on ease of use and getting data
    for use with Orange data mining software. For a more comprehensive APIs see
    wbpy or wbdata packages.
    Severity: Minor
    Found in simple_wbd/indicators.py - About 4 hrs to fix

      File test_climate_dataset.py has 326 lines of code (exceeds 250 allowed). Consider refactoring.
      Open

      """Unit tests for wbd climate api."""
      
      # pylint: disable=protected-access
      # we must access protected members for testing
      
      
      Severity: Minor
      Found in tests/test_climate_dataset.py - About 3 hrs to fix

        File test_indicator_dataset.py has 281 lines of code (exceeds 250 allowed). Consider refactoring.
        Open

        """Tests for indicator dataset class."""
        
        import tests
        import simple_wbd
        from simple_wbd import utils
        Severity: Minor
        Found in tests/test_indicator_dataset.py - About 2 hrs to fix

          Cyclomatic complexity is too high in method _clean_string_columns. (11)
          Open

              def _clean_string_columns(self, array, use_dates=False, use_names=False):
                  """Turn first column and row into strings."""
                  map_ = utils.get_alpha3_map()
                  country_column_index = -1
                  if "country" in self.columns and use_names:
          Severity: Minor
          Found in simple_wbd/climate.py by radon

          Cyclomatic Complexity

          Cyclomatic Complexity corresponds to the number of decisions a block of code contains plus 1. This number (also called McCabe number) is equal to the number of linearly independent paths through the code. This number can be used as a guide when testing conditional logic in blocks.

          Radon analyzes the AST tree of a Python program to compute Cyclomatic Complexity. Statements have the following effects on Cyclomatic Complexity:

          Construct Effect on CC Reasoning
          if +1 An if statement is a single decision.
          elif +1 The elif statement adds another decision.
          else +0 The else statement does not cause a new decision. The decision is at the if.
          for +1 There is a decision at the start of the loop.
          while +1 There is a decision at the while statement.
          except +1 Each except branch adds a new conditional path of execution.
          finally +0 The finally block is unconditionally executed.
          with +1 The with statement roughly corresponds to a try/except block (see PEP 343 for details).
          assert +1 The assert statement internally roughly equals a conditional statement.
          Comprehension +1 A list/set/dict comprehension of generator expression is equivalent to a for loop.
          Boolean Operator +1 Every boolean operator (and, or) adds a decision point.

          Source: http://radon.readthedocs.org/en/latest/intro.html

          Function _clean_string_columns has a Cognitive Complexity of 13 (exceeds 5 allowed). Consider refactoring.
          Open

              def _clean_string_columns(self, array, use_dates=False, use_names=False):
                  """Turn first column and row into strings."""
                  map_ = utils.get_alpha3_map()
                  country_column_index = -1
                  if "country" in self.columns and use_names:
          Severity: Minor
          Found in simple_wbd/climate.py - About 1 hr to fix

          Cognitive Complexity

          Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

          A method's cognitive complexity is based on a few simple rules:

          • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
          • Code is considered more complex for each "break in the linear flow of the code"
          • Code is considered more complex when "flow breaking structures are nested"

          Further reading

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

              def as_list(self, time_series=False, add_metadata=False):
                  """Get data as 2D list.
          
                  This function returns data as a 2D list where rows contain country and
                  all data related to that country, and columns contain indicator and
          Severity: Minor
          Found in simple_wbd/indicators.py - About 1 hr to fix

          Cognitive Complexity

          Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

          A method's cognitive complexity is based on a few simple rules:

          • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
          • Code is considered more complex for each "break in the linear flow of the code"
          • Code is considered more complex when "flow breaking structures are nested"

          Further reading

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

              def as_dict(self):
                  """Return api responses as nested dictionary.
          
                  Resulting dict looks like
                  result = {
          Severity: Minor
          Found in simple_wbd/climate.py - About 1 hr to fix

          Cognitive Complexity

          Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

          A method's cognitive complexity is based on a few simple rules:

          • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
          • Code is considered more complex for each "break in the linear flow of the code"
          • Code is considered more complex when "flow breaking structures are nested"

          Further reading

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

              def _gather_keys(data):
                  countries = set()
                  types = set()
                  intervals = set()
                  for country, c_dict in data.items():
          Severity: Minor
          Found in simple_wbd/climate.py - About 1 hr to fix

          Cognitive Complexity

          Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

          A method's cognitive complexity is based on a few simple rules:

          • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
          • Code is considered more complex for each "break in the linear flow of the code"
          • Code is considered more complex when "flow breaking structures are nested"

          Further reading

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

                      country = self._get_level_key(
                          array[row][0], array[0][column], "country")
          Severity: Minor
          Found in simple_wbd/climate.py and 1 other location - About 55 mins to fix
          simple_wbd/climate.py on lines 179..180

          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

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

                      type_ = self._get_level_key(
                          array[row][0], array[0][column], "type")
          Severity: Minor
          Found in simple_wbd/climate.py and 1 other location - About 55 mins to fix
          simple_wbd/climate.py on lines 177..178

          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

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

                      array[0][i] = self._join(array[0][i])
          Severity: Minor
          Found in simple_wbd/climate.py and 1 other location - About 45 mins to fix
          simple_wbd/climate.py on lines 155..157

          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

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

                          if country_row_index > -1:
                              row[0][country_row_index] = map_.get(
                                  row[0][country_row_index])
          Severity: Minor
          Found in simple_wbd/climate.py and 1 other location - About 45 mins to fix
          simple_wbd/climate.py on lines 164..164

          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

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

              def get_dataset(self, indicators, countries=None):
                  """Get indicator dataset.
          
                  Args:
                      indicators (str or list[str]): A single indicator id, or a list of
          Severity: Minor
          Found in simple_wbd/indicators.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 _countries_to_alpha3 has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
          Open

              def _countries_to_alpha3(self, countries):
                  """Filter out invalid countries and return a set of alpha3 codes.
          
                  Args:
                      countries (list or str): List of country codes or names, or a
          Severity: Minor
          Found in simple_wbd/indicators.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 _get_level_key has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
          Open

              def _get_level_key(self, row, column, key_name):
                  if key_name in self.rows:
                      if key_name == "interval":
                          return row[-2:]
                      return row[self.rows.index(key_name)]
          Severity: Minor
          Found in simple_wbd/climate.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 _get_responses_list has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
          Open

              def _get_responses_list(self, response_data, time_series=False):
                  """Get list data for multiple indicators."""
                  headers = ["Date"] if time_series else ["Country"]
                  data_map = None
          
          
          Severity: Minor
          Found in simple_wbd/indicators.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

          FIXME found
          Open

          notes=FIXME,XXX,TODO
          Severity: Minor
          Found in .pylintrc by fixme

          XXX found
          Open

          notes=FIXME,XXX,TODO
          Severity: Minor
          Found in .pylintrc by fixme

          TODO found
          Open

          notes=FIXME,XXX,TODO
          Severity: Minor
          Found in .pylintrc by fixme
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