alexgolec

...
elif (w1, w2) in synonym_words:
  continue
...

alexgolec

...
synonyms = {}
for w1, w2 in synonym_words:
  synonyms[w1] = w2
...
elif synonyms[w1] == w2:
  continue 

alexgolec

...
synonyms = defaultdict(set)
for w1, w2 in synonym_words:
  synonyms[w1].append(w2)
  synonyms[w2].append(w1)
...
elif w2 in synonyms.get(w1, tuple()):
  continue

alexgolec

...
synonyms = defaultdict(set)
for w1, w2 in synonym_words:
  synonyms[w1].append(w2)
...
elif (w2 in synonyms.get(w1, tuple()) or
    w1 in synonyms.get(w2, tuple())):
  continue

alexgolec

def synonym_queries(synonym_words, queries):
    '''
    synonym_words: iterable of pairs of strings representing synonymous words
    queries: iterable of pairs of strings representing queries to be tested for 
             synonymous-ness
    '''
    synonyms = defaultdict(set)
    for w1, w2 in synonym_words:
        synonyms[w1].add(w2)

alexgolec

synonyms = defaultdict(set)
for w1, w2 in synonym_words:
    for w in synonyms[w1]:
        synonyms[w].add(w2)
    synonyms[w1].add(w2)
    for w in synonyms[w2]:
        synonyms[w].add(w1)
    synonyms[w2].add(w1)

alexgolec

class DisjointSet(object):
    def __init__(self):
        self.parents = {}

    def get_root(self, w):
        words_traversed = []
        while self.parents[w] != w:
            words_traversed.append(w)
            w = self.parents[w]
        for word in words_traversed:

alexgolec

class RateGraph(object):
    def __init__(self, rates):
        'Initialize the graph from an iterable of (start, end, rate) tuples.'
        self.graph = {}
        for orig, dest, rate in rates:
            self.add_conversion(orig, dest, rate)

    
    def add_conversion(self, orig, dest, rate):
        'Insert a conversion into the graph.'

alexgolec

from collections import deque

def __dfs_helper(rate_graph, node, end, rate_from_origin, visited):
    if node == end:
        return rate_from_origin

    visited.add(node)

    for unit, rate in rate_graph.get_neighbors(node):
        if unit not in visited:

alexgolec

from collections import deque

def bfs(rate_graph, start, end):
    to_visit = deque()
    to_visit.appendleft( (start, 1.0) )
    visited = set()

    while to_visit:
        node, rate_from_origin = to_visit.pop()
        if node == end: