Source code for pyCBD.lib.extra

"""Set of extra library blocks for more CBD possibilities.

These blocks will only be available if the corresponding packages are installed.
"""
from pyCBD.Core import BaseBlock

try:
	from fuzzylogic.classes import Domain, Rule

	class FuzzyBlock(BaseBlock):
		"""
		CBD block that integrates with the fuzzylogic library to allow
		for more extensive functionalities.

		Arguments:
			block_name (str):   The name of the block.
			domains (iter):     An iterable that contains all the Domains.
			rules (Rule):       All the Rules for the fuzzy logic.

		:Input Ports:
			For each domain, an input port is added with the domain name as name. It takes a
			crisp input value from the external CBD model.

		:Output Ports:
			**OUT1** -- A crisp output value that corresponds to the fuzzy value(s).
		"""
		def __init__(self, block_name, domains, rules):
			super().__init__(block_name, [], ["OUT1"])
			self.rules = rules

			self.domains = dict()
			for dom in domains:
				self.domains[dom._name] = dom
				self.addInputPort(dom._name)

		def compute(self, curIteration):
			vals = dict()
			for inp in self.getInputPortNames():
				vals[self.domains[inp]] = self.getInputSignal(curIteration, inp)
			self.appendToSignal(self.rules(vals), "OUT1")

except ImportError: pass