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2. Deterministic finite automata
Classes in Python
Python supports a limited version of Object-Oriented programming, which includes class definitions and inheritance. The concept of interface and interface implementation is absent. Hence, when inheriting a function, it is the job of the programmer to make sure a method is overloaded correctly (otherwise it is just another definition of the class).
Below, we illustrate some examples of Python's object-oriented idiom:
class Example: # the class constructor. def __init___(self,param1,param2): # the keyword self is similar to this from Java # it is the only legal mode of initialising and referring class member variables self.member1 = param1 # here member2 is a local variable, which is not visible outside of the constructor member2 = param2 def fun(self): # a member function must always refer self as shown here. Otherwise it is just a function # defined in the scope of the class, not a member function. return 0 def plus(self,x,y): return x + y # this is the equivalent of Java's toString method def __str__(self): string = ... return string #global scope #class instantiation e = Example(1,2) #method calls: e.fun() print(e)
The class Dfa
2.1. Define the class Dfa
which encodes deterministic finite automata. It must store:
- the alphabet
- the delta function
- the initial state
- the set of final states
2.2. Define a constructor for Dfas, which takes a multi-line string of the following form:
<initial_state> <state> <char> <state> ... ... <final_state_1> <final_state_2> ... <final_state_n>
where:
- the initial state is given on the first line of the input
- each of the subsequent lines encode transitions (states are integers)
- the last line encodes the set of final states.
2.3. Implement
[Deprecated] Deterministic finite automata
1. Writing DFAs
1.1. Write a DFA which accepts the language $ L=\{w \in \{0,1\}^* \text{ | w contains an odd number of 1s} \} $ Hint:
- in a DFA, delta is total!
1.2 Define a DFA which accepts arithmetic expressions. Consider the following definition for arithmetic expressions:
<expr> ::= <var> | <expr> + <expr> | <expr> * <expr> <var> ::= a | b
Hint:
- how would you define the alphabet for the DFA?
- can <expr> be the empty string?
2. Implementing DFAs
Consider the following encoding of a DFA:
<number_of_states> <list_of_final_states> <state> <symbol> <state>
Example:
4 2 3 0 a 1 1 b 2 2 a 0
2.1. Write a function which takes a DFA encoding as above and returns a DFA representation. Define a class “DFA”.
2.2. Add a method accept which takes a word and returns true if it is accepted by the DFA
2.3. Add a method step with takes a DFA configuration and returns the “next-step” configuration of the DFA. How is a configuration defined?
2.4(*) Write a method which:
- takes a list of DFAs $ a_1, a_2, \ldots, a_n$
- takes a string $ s$. We know the string consists of a sequence of words, each accepted by some dfa in the list.
- returns a list of pairs $ (w_1,a_1), \ldots(w_i,a_i) \ldots (w_n,a_n)$ such that $ w_1w_2\ldots w_n = s$ and the dfa $ a_i$ accepts word $ w_i$, for each i from 1 to n.
Example:
l = [a1, a2, a3] ''' a1 accepts sequences of digits [0-9] a2 accepts sequences of lowercase symbols [a-z] a3 accepts operands (+ and *) ''' s = "var+40*2300" our function returns: [("var",2), ("+",3), ("40",1), ("*",3), ("2300",1)]