import turtle
import document
class DrawCircle(document.Document):
def __init__(self, radius, pos_x, pos_y):
super(pos_x, pos_y)
self.__radius = radius
def show(self):
turtle.tracer(False)
turtle.penup()
turtle.goto(self._pos_x, self._pos_y)
turtle.pendown()
turtle.circle(self.__radius)
turtle.exitonclick()
turtle.penup()
turtle.update()
def setRadius(self, radius):
self.__radius = radius
def getRadius(self):
return self.__radius
a=document(DrawCircle(100))
a.show()
def __init__(self):
self.options = options().parse()
self.doc = document()
import sys, time
from document import *
from apriori import *
if __name__ == '__main__':
start = time.time()
f = open(sys.argv[1], 'r')
doc = document(f)
apr = apriori(doc.txns)
apr.train()
end = time.time()
print 'Time taken for Training: {}'.format(end - start)
start = time.time()
apr.evaluate(doc.txns)
end = time.time()
print 'Time taken for Testing: {}'.format(end - start)
class fileOperations:
"Contains file system operations for NotQuitePad."
doc = document()
def New(self):
"Creates a new file within NotQuitePad."
if self._CheckIfFileIsDirty() == True:
msg = MessageBox.Show(
"Do you want to save the changes to your file?", "NotQuitePad",
MessageBoxButtons.YesNo)
if msg == DialogResult.Yes:
return False
else:
return True
else:
return True
def _CheckIfFileIsDirty(self):
"Call the document class to find out if a document has been marked dirty and needs to be saved."
return self.doc.IsDirty()
def SetDirty(self, value):
"Call the document class to set the dirty property of a document."
self.doc.SetDirty(value)
def Open(self):
"Handles the Open dialog window."
dialog = OpenFileDialog()
dialog.Title = "Load File"
if dialog.ShowDialog() == DialogResult.OK:
contents = self._OpenFileFromDisk(dialog.FileName)
return contents
def _OpenFileFromDisk(self, fileName):
"Opens a connection to the file system."
file = File.OpenText(fileName)
data = file.ReadToEnd().ToString()
file.Close()
return data
def Save(self, fileContents):
"Handles the Save dialog window."
dialog = SaveFileDialog()
dialog.Title = "Save File"
if dialog.ShowDialog() == DialogResult.OK:
self._WriteFileToDisk(dialog.FileName, fileContents)
return True
def _WriteFileToDisk(self, fileName, fileContents):
"After executing the Save method, write the file and contents to the desired location."
file = File.CreateText(fileName)
file.Write(fileContents)
file.Close()
def Print(self, fileContents):
"Handles the Print dialog window."
dialog = PrintDialog()
if dialog.ShowDialog() == DialogResult.OK:
doc = PrintDocument()
dialog.Document = doc
self._PrintDocument(doc)
def _PrintDocument(self, printDocument):
"Sends a document to the selected printing device."
printDocument.Print()
def main(argv):
# parse input arguments
accountKey = sys.argv[1]
precisionTarget = float(sys.argv[2])
queryList = sys.argv[3].split()
# loop of getting user feedback and improving results
while True:
# map of all returned documents: url->document
documents = {}
print "\nParameters:"
print "Client Key = ", accountKey
print "Query = ", ', '.join(queryList)
print "Precision = ", precisionTarget
# retrieve top-10 results from query using Bing API
result = bing_api.search(queryList, accountKey)
# print results and getting user-rated relevance
relevantResult = 0
totalResult = len(result)
# exit if fewer than 10 results overall
if totalResult < 10:
print "Fewer than 10 results returned, exit"
break
print "\nTotal no of results : ", totalResult
print "Bing Search Results:"
print "======================"
for i in range(totalResult):
print "\nResult ", i+1
print "["
print " URL: ", result[i]["Url"]
print " Title: ", result[i]["Title"]
print " Summary: ", result[i]["Description"]
print "]"
choice = raw_input("Relevant (Y/N)?").lower()
if choice == "yes" or choice == "y":
result[i]["Relevant"] = True
relevantResult = relevantResult + 1
else:
result[i]["Relevant"] = False
# calculate precision
precision = relevantResult / float(totalResult)
print "======================"
print "FEEDBACK SUMMARY"
print "Query ", ', '.join(queryList)
print "Precision ", precision
# exit if no relevant results
if relevantResult == 0:
print "No relevant results, exit"
break
# exit if achieve target precision, append query if not
if precision >= precisionTarget:
print "Desired precision reached, done"
break
else:
print "Still below the desired precision of ", precisionTarget
for r in result:
doc = document(r)
documents[r["Url"]] = doc
# compute one new query using rocchio algorithms
newQuery = rocchio().compute(queryList, documents)
queryList.append(newQuery)
print "Augmenting by", newQuery
# reorder query using bigram
queryList = queryReorder().reorder(queryList, documents)
