myems-aggregation/shopfloor_energy_input_item.py

Summary

Maintainability
F
1 mo
Test Coverage

Function worker has a Cognitive Complexity of 290 (exceeds 5 allowed). Consider refactoring.
Open

def worker(shopfloor):
    ####################################################################################################################
    # Step 1: get all input meters associated with the shopfloor
    ####################################################################################################################
    print("Step 1: get all input meters associated with the shopfloor " + str(shopfloor['name']))
Severity: Minor
Found in myems-aggregation/shopfloor_energy_input_item.py - About 5 days 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

File shopfloor_energy_input_item.py has 469 lines of code (exceeds 250 allowed). Consider refactoring.
Open

import random
import time
from datetime import datetime, timedelta
from decimal import Decimal
from multiprocessing import Pool
Severity: Minor
Found in myems-aggregation/shopfloor_energy_input_item.py - About 7 hrs to fix

    Function main has a Cognitive Complexity of 26 (exceeds 5 allowed). Consider refactoring.
    Open

    def main(logger):
    
        while True:
            # the outermost while loop
            ################################################################################################################
    Severity: Minor
    Found in myems-aggregation/shopfloor_energy_input_item.py - About 3 hrs to fix

    Cognitive Complexity

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

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

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

    Further reading

    Function worker has 37 lines of code (exceeds 25 allowed). Consider refactoring.
    Open

    def worker(shopfloor):
        ####################################################################################################################
        # Step 1: get all input meters associated with the shopfloor
        ####################################################################################################################
        print("Step 1: get all input meters associated with the shopfloor " + str(shopfloor['name']))
    Severity: Minor
    Found in myems-aggregation/shopfloor_energy_input_item.py - About 1 hr to fix

      Consider simplifying this complex logical expression.
      Open

          if (meter_list is None or len(meter_list) == 0) and \
                  (virtual_meter_list is None or len(virtual_meter_list) == 0) and \
                  (offline_meter_list is None or len(offline_meter_list) == 0) and \
                  (equipment_list is None or len(equipment_list) == 0):
              print("This is an empty shopfloor ")
      Severity: Critical
      Found in myems-aggregation/shopfloor_energy_input_item.py - About 1 hr to fix

        Consider simplifying this complex logical expression.
        Open

            if (energy_meter_hourly is None or len(energy_meter_hourly) == 0) and \
                    (energy_virtual_meter_hourly is None or len(energy_virtual_meter_hourly) == 0) and \
                    (energy_offline_meter_hourly is None or len(energy_offline_meter_hourly) == 0) and \
                    (energy_equipment_hourly is None or len(energy_equipment_hourly) == 0):
                # There isn't any energy data
        Severity: Critical
        Found in myems-aggregation/shopfloor_energy_input_item.py - About 1 hr to fix

          Avoid deeply nested control flow statements.
          Open

                                  for energy_item_id, actual_value in meta_data_dict.items():
                                      aggregated_value['meta_data'][energy_item_id] = \
                                          aggregated_value['meta_data'].get(energy_item_id, Decimal(0.0)) + actual_value
          
          
          Severity: Major
          Found in myems-aggregation/shopfloor_energy_input_item.py - About 45 mins to fix

            Avoid deeply nested control flow statements.
            Open

                                if common_end_datetime_utc > max(energy_hourly.keys()):
                                    common_end_datetime_utc = max(energy_hourly.keys())
            
            
            Severity: Major
            Found in myems-aggregation/shopfloor_energy_input_item.py - About 45 mins to fix

              Avoid deeply nested control flow statements.
              Open

                                  if common_end_datetime_utc > max(energy_hourly.keys()):
                                      common_end_datetime_utc = max(energy_hourly.keys())
              
              
              Severity: Major
              Found in myems-aggregation/shopfloor_energy_input_item.py - About 45 mins to fix

                Avoid deeply nested control flow statements.
                Open

                                        if current_datetime_utc not in energy_equipment_hourly[equipment_id]:
                                            energy_equipment_hourly[equipment_id][current_datetime_utc] = dict()
                                        energy_item_id = row_value[1]
                Severity: Major
                Found in myems-aggregation/shopfloor_energy_input_item.py - About 45 mins to fix

                  Avoid deeply nested control flow statements.
                  Open

                                      if common_end_datetime_utc > max(energy_hourly.keys()):
                                          common_end_datetime_utc = max(energy_hourly.keys())
                  
                  
                  Severity: Major
                  Found in myems-aggregation/shopfloor_energy_input_item.py - About 45 mins to fix

                    Avoid deeply nested control flow statements.
                    Open

                                        if common_start_datetime_utc < min(energy_hourly.keys()):
                                            common_start_datetime_utc = min(energy_hourly.keys())
                                        if common_end_datetime_utc > max(energy_hourly.keys()):
                    Severity: Major
                    Found in myems-aggregation/shopfloor_energy_input_item.py - About 45 mins to fix

                      Avoid deeply nested control flow statements.
                      Open

                                          if common_start_datetime_utc < min(energy_hourly.keys()):
                                              common_start_datetime_utc = min(energy_hourly.keys())
                                          if common_end_datetime_utc > max(energy_hourly.keys()):
                      Severity: Major
                      Found in myems-aggregation/shopfloor_energy_input_item.py - About 45 mins to fix

                        Avoid deeply nested control flow statements.
                        Open

                                            if common_start_datetime_utc < min(energy_hourly.keys()):
                                                common_start_datetime_utc = min(energy_hourly.keys())
                                            if common_end_datetime_utc > max(energy_hourly.keys()):
                        Severity: Major
                        Found in myems-aggregation/shopfloor_energy_input_item.py - About 45 mins to fix

                          Avoid too many return statements within this function.
                          Open

                                      return error_string
                          Severity: Major
                          Found in myems-aggregation/shopfloor_energy_input_item.py - About 30 mins to fix

                            Avoid too many return statements within this function.
                            Open

                                    return None
                            Severity: Major
                            Found in myems-aggregation/shopfloor_energy_input_item.py - About 30 mins to fix

                              Avoid too many return statements within this function.
                              Open

                                      return None
                              Severity: Major
                              Found in myems-aggregation/shopfloor_energy_input_item.py - About 30 mins to fix

                                Avoid too many return statements within this function.
                                Open

                                        return error_string
                                Severity: Major
                                Found in myems-aggregation/shopfloor_energy_input_item.py - About 30 mins to fix

                                  Avoid too many return statements within this function.
                                  Open

                                              return error_string
                                  Severity: Major
                                  Found in myems-aggregation/shopfloor_energy_input_item.py - About 30 mins to fix

                                    Avoid too many return statements within this function.
                                    Open

                                            return error_string
                                    Severity: Major
                                    Found in myems-aggregation/shopfloor_energy_input_item.py - About 30 mins to fix

                                      Avoid too many return statements within this function.
                                      Open

                                                  return error_string
                                      Severity: Major
                                      Found in myems-aggregation/shopfloor_energy_input_item.py - About 30 mins to fix

                                        Avoid too many return statements within this function.
                                        Open

                                            return None
                                        Severity: Major
                                        Found in myems-aggregation/shopfloor_energy_input_item.py - About 30 mins to fix

                                          Avoid too many return statements within this function.
                                          Open

                                                  return error_string
                                          Severity: Major
                                          Found in myems-aggregation/shopfloor_energy_input_item.py - About 30 mins to fix

                                            Avoid too many return statements within this function.
                                            Open

                                                        return error_string
                                            Severity: Major
                                            Found in myems-aggregation/shopfloor_energy_input_item.py - About 30 mins to fix

                                              Avoid too many return statements within this function.
                                              Open

                                                      return error_string
                                              Severity: Major
                                              Found in myems-aggregation/shopfloor_energy_input_item.py - About 30 mins to fix

                                                Avoid too many return statements within this function.
                                                Open

                                                        return error_string
                                                Severity: Major
                                                Found in myems-aggregation/shopfloor_energy_input_item.py - About 30 mins to fix

                                                  Similar blocks of code found in 5 locations. Consider refactoring.
                                                  Open

                                                  Severity: Major
                                                  Found in myems-aggregation/shopfloor_energy_input_item.py and 4 other locations - About 1 mo to fix
                                                  myems-aggregation/combined_equipment_energy_input_category.py on lines 0..622
                                                  myems-aggregation/combined_equipment_energy_input_item.py on lines 0..625
                                                  myems-aggregation/combined_equipment_energy_output_category.py on lines 0..622
                                                  myems-aggregation/shopfloor_energy_input_category.py on lines 0..619

                                                  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 4224.

                                                  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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