pythonscikit-learnnetworkxdigraphsskfuzzy

digraph object has no attribute 'add_path'


Scikit fuzzy rule formation cannot be done due to this error. Skfuzzy code and error message is shown below

import matplotlib.pyplot as pit
import skfuzzy as fuz
import numpy as np
from skfuzzy import control as ctrl

s=ctrl.Antecedent(np.arange(0,11,1),'service')
q=ctrl.Antecedent(np.arange(0,11,1),'quality')
t=ctrl.Antecedent(np.arange(0,26,1),'tip')

s.automf(3)
q.automf(3)

t['low']=fuz.trimf(t.universe,[0,0,13])
t['medium']=fuz.trimf(t.universe,[0,13,25])
t['high']=fuz.trimf(t.universe,[13,25,25])


rule1=ctrl.Rule(q['poor'] | s['poor'], t['low'])
rule2=ctrl.Rule(q['poor'] | s['average'], t['medium'])
rule3=ctrl.Rule(q['poor'] | s['good'], t['high'])

tip_ctrl=ctrl.ControlSystem([rule1,rule2, rule3])
tip=ctrl.ControlSystemSimulation(tip_ctrl)
tip.input['service']=2.1
tip.input['quality']=5.6
tip.compute()
print(tip.output['t'])
#tip.view(sim=tip)
#pit.show()

Traceback (most recent call last):
  File "/home/amavasi/.vscode/extensions/ms-python.python-2019.11.49689/pythonFiles/ptvsd_launcher.py", line 43, in <module>
    main(ptvsdArgs)
  File "/home/amavasi/.vscode/extensions/ms-python.python-2019.11.49689/pythonFiles/lib/python/old_ptvsd/ptvsd/__main__.py", line 432, in main
    run()
  File "/home/amavasi/.vscode/extensions/ms-python.python-2019.11.49689/pythonFiles/lib/python/old_ptvsd/ptvsd/__main__.py", line 316, in run_file
    runpy.run_path(target, run_name='__main__')
  File "/usr/lib/python3.7/runpy.py", line 263, in run_path
    pkg_name=pkg_name, script_name=fname)
  File "/usr/lib/python3.7/runpy.py", line 96, in _run_module_code
    mod_name, mod_spec, pkg_name, script_name)
  File "/usr/lib/python3.7/runpy.py", line 85, in _run_code
    exec(code, run_globals)
  File "/home/amavasi/Public/ruthu/skfuzzy learn.py", line 22, in <module>
    tip_ctrl=ctrl.ControlSystem([rule1,rule2, rule3])
  File "/home/amavasi/.local/lib/python3.7/site-packages/skfuzzy/control/controlsystem.py", line 47, in __init__
    self.addrule(rule)
  File "/home/amavasi/.local/lib/python3.7/site-packages/skfuzzy/control/controlsystem.py", line 107, in addrule
    self.graph = nx.compose(self.graph, rule.graph)
  File "/home/amavasi/.local/lib/python3.7/site-packages/skfuzzy/control/rule.py", line 295, in graph
    graph.add_path([t, self])
AttributeError: 'DiGraph' object has no attribute 'add_path'
Terminated

inside the rule.py module digraph object is created and add_path attribute is referenced from digraph object instead of networkx object. When I changed the reference to networkx object the error shows up saying add_path requires more attributes.


Solution

  • You hit the issue described at https://github.com/scikit-fuzzy/scikit-fuzzy/pull/230

    Update to latest release 0.4.2

    pip install git+git://github.com/scikit-fuzzy/scikit-fuzzy.git