python常用字典操作范例
# experimenting with the Python dictionarya seemingly unordered set of key:value pairs, types can be mixed
Python23 tested vegaseat 13feb2005
initialize a dictionary, here a dictionary of roman numerals
romanD = {'I':1,'II':2,'III':3,'IV':4,'V':5,'VI':6,'VII':7,'VIII':8,'IX':9} print "A dictionary is an unordered set of key:value pairs:" print romanD
create an empty dictionary
D1 = {}
show empty dictionary contents and length (number of item/pairs)
print "Empty Dictionary contains:"
shows {}
print D1
shows Length = 0
print "Length = ", len(D1)
add/load new key:value pairs by using indexing and assignment
here 'eins' is the key, 'one' is the key value
the start of a german to english dictionary
D1['null'] = 'zero' D1['eins'] = 'one' D1['zwei'] = 'two' D1['drei'] = 'three' D1['vier'] = 'four'
print loaded dictionary and length
the dictionary key order allows for most efficient searching
print "Dictionary now contains (notice the seemingly random order of pairs):" print D1 print "Length = ",len(D1)
find the value by key (does not change dictionary)
print "The english word for drei is ", D1['drei']
better
if 'drei' in D1: print "The english word for drei is ", D1['drei']
create a list of the values in the dictionary
L1 = D1.values()
the list can be sorted, the dictionary itself cannot
L1.sort() print "A list of values in the dictionary (sorted):" print L1
create a list of dictionary keys
L2 = D1.keys() L2.sort() print "A list of the dictionary keys (sorted):" print L2
does the dictionary contain a certain key?
if D1.has_key('null'): print "Key 'null' found!" else: print "Key 'null' not found!"
copy dictionary D1 to D2 (the order may not be the same)
D2 = D1.copy() print "Dictionary D1 has been copied to D2:" print D2
delete an entry
del D2['zwei'] print "Dictionary D2 after 'zwei' has been deleted:" print D2
extract the value and remove the entry
pop() changes the dictionary, use e3 = D2['drei'] for no change
e3 = D2.pop('drei') print "Extract value for key = 'drei' and delete item from dictionary:" print e3 print "Dictionary D2 after 'drei' has been popped:" print D2 print str1 = "I still miss you baby, but my aim's gettin' better!" print str1 print "Count the characters in the above string:"
create an empty dictionary
charCount = {} for char in str1: charCount[char] = charCount.get(char, 0) + 1 print charCount print if 't' in charCount: print "There are %d 't' in the string" % charCount['t'] print str2 = "It has been a rough day. I got up this morning put on a shirt and a" str2 = str2 + " button fell off. I picked up my briefcase and the handle came off." str2 = str2 + " Now I am afraid to go to the bathroom." print str2 print "Count the words in the above string, all words lower case:"
create a list of the words
wordList = str2.split(None)
create an empty dictionary
wordCount = {} for word in wordList:
# convert to all lower case word = word.lower() # strip off any trailing period, if needed do other punctuations if '.' in word: word = word.rstrip('.') # load key:value pairs by using indexing and assignment wordCount[word] = wordCount.get(word, 0) + 1
print wordCount print
put keys into list and sort
keyList = wordCount.keys() keyList.sort()
display words and associated count in alphabetical order
for keyword in keyList: print keyword, "=", wordCount[keyword]
put the dictionary pairs into a list, use the romanD dictionary
romanList = [] for key, value in romanD.items():
# put value first for a meaningful sort romanList.append((value, key))
romanList.sort() print "\nThe roman numeral dictionary put into a (value,pair) list then sorted:" print romanList print "\nList them as pairs on a line:" for i in xrange(len(romanList)): print romanList[i][0],'=', romanList[i][1] print
split the romanD dictionary into two lists
print "Splitting the romanD dictionary into two lists:" romankeyList = [] romanvalueList = [] for key, value in romanD.items(): romankeyList.append(key) romanvalueList.append(value) print "Key List:",romankeyList print "Value List:",romanvalueList print
make a dictionary from the two lists
print "Combining the two lists into a dictionary:" romanD1 = dict(zip(romankeyList, romanvalueList)) print romanD1
to save a Python object like a dictionary to a file
and load it back intact you have to use the pickle module
import pickle print "The original dictionary:" print romanD1 file = open("roman1.dat", "w") pickle.dump(romanD1, file) file.close() file = open("roman1.dat", "r") romanD2 = pickle.load(file) file.close() print "Dictionary after pickle.dump() and pickle.load():" print romanD2 print
let's get rid of some duplicate words
str = "Senator Strom Thurmond dressed as as Tarzan" print "\nOriginal string:" print str print "A list of the words in the string:" wrdList1 = str.split() print wrdList1 def uniqueList(anyList): """given a list, returns a unique list with the order retained"""
# create an empty dictionary dic1 = {} # use a list comprehension statement and the unique feature of a dictionary return [dic1.setdefault(e,e) for e in anyList if e not in dic1]
a call to the above function will retain the order of words
wrdList2 = uniqueList(wrdList1) print "Convert unique list back to string (order retained):" print " ".join(wrdList2)</pre>