strategypattern.py

this is the most basic to learn python

#: c06:StrategyPattern.py

# The strategy interface:
class FindMinima:
  # Line is a sequence of points:
  def algorithm(self, line) : pass

# The various strategies:
class LeastSquares(FindMinima):
  def algorithm(self, line):
    return [ 1.1, 2.2 ] # Dummy

class NewtonsMethod(FindMinima):
  def algorithm(self, line):
    return [ 3.3, 4.4 ]  # Dummy

class Bisection(FindMinima):
  def algorithm(self, line):
    return [ 5.5, 6.6 ] # Dummy

class ConjugateGradient(FindMinima):
  def algorithm(self, line):
    return [ 3.3, 4.4 ] # Dummy

# The "Context" controls the strategy:
class MinimaSolver:
  def __init__(self, strategy):
    self.strategy = strategy

  def minima(self, line):
    return self.strategy.algorithm(line)

  def changeAlgorithm(self, newAlgorithm):
    self.strategy = newAlgorithm

solver = MinimaSolver(LeastSquares())
line = [
    1.0, 2.0, 1.0, 2.0, -1.0, 3.0, 4.0, 5.0, 4.0 
  ]
print solver.minima(line)
solver.changeAlgorithm(Bisection())
print solver.minima(line)
#<hr>
output = '''
[1.1000000000000001, 2.2000000000000002]
[5.5, 6.5999999999999996]
'''