HazyResearch/numbskull

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salt/src/numbskull_master.py

Summary

Maintainability
F
5 days
Test Coverage

File numbskull_master.py has 466 lines of code (exceeds 250 allowed). Consider refactoring.
Open

#!/usr/bin/env python
# -*- coding: utf-8 -*-

"""TODO."""

Severity: Minor
Found in salt/src/numbskull_master.py - About 7 hrs to fix

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

        def inference(self, epochs=1, learn=False):
            """TODO."""
            mode = "Learning" if learn else "Inference"
            print("BEGINNING " + mode.upper())
            begin = time.time()
    Severity: Minor
    Found in salt/src/numbskull_master.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 prepare_db has a Cognitive Complexity of 25 (exceeds 5 allowed). Consider refactoring.
    Open

        def prepare_db(self, cur):
            """TODO."""
            # Run deepdive to perform candidate extraction
            self.run_deepdive()
    
    
    Severity: Minor
    Found in salt/src/numbskull_master.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

    Cyclomatic complexity is too high in method inference. (15)
    Open

        def inference(self, epochs=1, learn=False):
            """TODO."""
            mode = "Learning" if learn else "Inference"
            print("BEGINNING " + mode.upper())
            begin = time.time()
    Severity: Minor
    Found in salt/src/numbskull_master.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

    Cyclomatic complexity is too high in method prepare_db. (14)
    Open

        def prepare_db(self, cur):
            """TODO."""
            # Run deepdive to perform candidate extraction
            self.run_deepdive()
    
    
    Severity: Minor
    Found in salt/src/numbskull_master.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

    Cyclomatic complexity is too high in method sync_mapping. (7)
    Open

        def sync_mapping(self):
            """TODO."""
            self.map_to_minions = messages.compute_map_master(self.vid, self.var_pt.view(np.int8))
            print(self.fid[self.pf_list])
    
    
    Severity: Minor
    Found in salt/src/numbskull_master.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 main has 9 arguments (exceeds 4 allowed). Consider refactoring.
    Open

    def main(application_dir, machines, threads_per_machine,
    Severity: Major
    Found in salt/src/numbskull_master.py - About 1 hr to fix

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

          def __init__(self, application_dir, machines, 
      Severity: Major
      Found in salt/src/numbskull_master.py - About 50 mins to fix

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

            def prep_minions_numbskull(self):
                """TODO."""
                # send args and initialize numbskull at minion
                data = {'argv': self.argv}
                newEvent = self.local_client.cmd(self.minions,
        Severity: Minor
        Found in salt/src/numbskull_master.py - About 35 mins to fix

        Cognitive Complexity

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

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

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

        Further reading

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

            def run_ddlog(self):
                # semantic partitioning
                if self.partition_method == 'sp':
                    cmd = ["ddlog", "semantic-partition", "app.ddlog",
                           self.partition_scheme,
        Severity: Minor
        Found in salt/src/numbskull_master.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

        TODO found
        Open

                """TODO."""
        Severity: Minor
        Found in salt/src/numbskull_master.py by fixme

        TODO found
        Open

                """TODO."""
        Severity: Minor
        Found in salt/src/numbskull_master.py by fixme

        TODO found
        Open

            """TODO."""
        Severity: Minor
        Found in salt/src/numbskull_master.py by fixme

        TODO found
        Open

                    # TODO: handle multiple copies
        Severity: Minor
        Found in salt/src/numbskull_master.py by fixme

        TODO found
        Open

                        # TODO: which copy of weight to use when multiple
        Severity: Minor
        Found in salt/src/numbskull_master.py by fixme

        TODO found
        Open

        """TODO."""
        Severity: Minor
        Found in salt/src/numbskull_master.py by fixme

        TODO found
        Open

                port=7341  # TODO, no fallback
        Severity: Minor
        Found in salt/src/numbskull_master.py by fixme

        TODO found
        Open

            """TODO."""
        Severity: Minor
        Found in salt/src/numbskull_master.py by fixme

        TODO found
        Open

                """TODO."""
        Severity: Minor
        Found in salt/src/numbskull_master.py by fixme

        TODO found
        Open

                # TODO: listen for responses
        Severity: Minor
        Found in salt/src/numbskull_master.py by fixme

        TODO found
        Open

                """TODO."""
        Severity: Minor
        Found in salt/src/numbskull_master.py by fixme

        TODO found
        Open

            # TODO: how to automate partition selection
        Severity: Minor
        Found in salt/src/numbskull_master.py by fixme

        TODO found
        Open

                """TODO."""
        Severity: Minor
        Found in salt/src/numbskull_master.py by fixme

        TODO found
        Open

                # TODO: switch to proper probs
        Severity: Minor
        Found in salt/src/numbskull_master.py by fixme

        TODO found
        Open

                # TODO: get and return marginals
        Severity: Minor
        Found in salt/src/numbskull_master.py by fixme

        TODO found
        Open

                """TODO."""
        Severity: Minor
        Found in salt/src/numbskull_master.py by fixme

        TODO found
        Open

                """TODO."""
        Severity: Minor
        Found in salt/src/numbskull_master.py by fixme

        TODO found
        Open

                """TODO."""
        Severity: Minor
        Found in salt/src/numbskull_master.py by fixme

        TODO found
        Open

                """TODO."""
        Severity: Minor
        Found in salt/src/numbskull_master.py by fixme

        TODO found
        Open

                """TODO."""
        Severity: Minor
        Found in salt/src/numbskull_master.py by fixme

        TODO found
        Open

                """TODO."""
        Severity: Minor
        Found in salt/src/numbskull_master.py by fixme

        TODO found
        Open

                # TODO: check that deepdive ran successfully
        Severity: Minor
        Found in salt/src/numbskull_master.py by fixme

        TODO found
        Open

                """TODO"""
        Severity: Minor
        Found in salt/src/numbskull_master.py by fixme

        TODO found
        Open

                """TODO."""
        Severity: Minor
        Found in salt/src/numbskull_master.py by fixme

        TODO found
        Open

                """TODO."""
        Severity: Minor
        Found in salt/src/numbskull_master.py by fixme

        TODO found
        Open

            """TODO."""
        Severity: Minor
        Found in salt/src/numbskull_master.py by fixme

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

            def parse_args(self, argv):
                """TODO."""
                if argv is None:
                    argv = sys.argv[1:]
                parser = argparse.ArgumentParser(
        Severity: Major
        Found in salt/src/numbskull_master.py and 1 other location - About 1 day to fix
        salt/src/numbskull_minion.py on lines 43..63

        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 126.

        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

                                messages.apply_pf_values(self.factor, self.fmap, self.ns.factorGraphs[-1].var_value[0], self.variable, self.pf_from_minion[pid], messages.deserialize(data["pf_evid"], np.int64))
        Severity: Major
        Found in salt/src/numbskull_master.py and 1 other location - About 2 hrs to fix
        salt/src/numbskull_master.py on lines 214..214

        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 61.

        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

                            messages.apply_pf_values(self.factor, self.fmap, self.ns.factorGraphs[-1].var_value[0], self.variable, self.pf_from_minion[pid], messages.deserialize(data["pf"], np.int64))
        Severity: Major
        Found in salt/src/numbskull_master.py and 1 other location - About 2 hrs to fix
        salt/src/numbskull_master.py on lines 220..220

        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 61.

        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

                            messages.apply_ufo_values(self.factor, self.fmap, self.ns.factorGraphs[-1].var_value[0], self.ufo_from_minion[pid], messages.deserialize(data["ufo"], np.int64))
        Severity: Major
        Found in salt/src/numbskull_master.py and 1 other location - About 2 hrs to fix
        salt/src/numbskull_master.py on lines 221..221

        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 58.

        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

                                messages.apply_ufo_values(self.factor, self.fmap, self.ns.factorGraphs[-1].var_value_evid[0], self.ufo_from_minion[pid], messages.deserialize(data["ufo_evid"], np.int64))
        Severity: Major
        Found in salt/src/numbskull_master.py and 1 other location - About 2 hrs to fix
        salt/src/numbskull_master.py on lines 215..215

        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 58.

        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 self.num_minions != 0:
                    pub_func = partial(send_to_minion, data, tag)
                    self.clientPool.imap(pub_func, self.minion2host.values())
        Severity: Major
        Found in salt/src/numbskull_master.py and 1 other location - About 1 hr to fix
        salt/src/numbskull_master.py on lines 190..192

        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 41.

        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

                    print("FULL " + mode + " LOOP TOOK " + str(end1 - begin1) + "\n")
        Severity: Major
        Found in salt/src/numbskull_master.py and 1 other location - About 1 hr to fix
        salt/src/numbskull_minion.py on lines 282..282

        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 41.

        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 self.num_minions != 0:
                        pub_func = partial(send_to_minion, data, tag)
                        self.clientPool.imap(pub_func, self.minion2host.values())
        Severity: Major
        Found in salt/src/numbskull_master.py and 1 other location - About 1 hr to fix
        salt/src/numbskull_master.py on lines 450..452

        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 41.

        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

                                messages.process_received_vars(self.map_from_minion[pid], vfmin, self.ns.factorGraphs[-1].var_value_evid[0])
        Severity: Minor
        Found in salt/src/numbskull_master.py and 1 other location - About 55 mins to fix
        salt/src/numbskull_master.py on lines 213..213

        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

                            messages.process_received_vars(self.map_from_minion[pid], vfmin, self.ns.factorGraphs[-1].var_value[0])
        Severity: Minor
        Found in salt/src/numbskull_master.py and 1 other location - About 55 mins to fix
        salt/src/numbskull_master.py on lines 219..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 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

                        messages.compute_pf_values(self.factor, self.fmap, self.ns.factorGraphs[-1].var_value_evid, self.variable, self.pf_to_send, pf_evid_to_minions)
        Severity: Minor
        Found in salt/src/numbskull_master.py and 1 other location - About 40 mins to fix
        salt/src/numbskull_master.py on lines 168..168

        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 34.

        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

                    messages.compute_pf_values(self.factor, self.fmap, self.ns.factorGraphs[-1].var_value, self.variable, self.pf_to_send, pf_to_minions)
        Severity: Minor
        Found in salt/src/numbskull_master.py and 1 other location - About 40 mins to fix
        salt/src/numbskull_master.py on lines 172..172

        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 34.

        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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