def test():
for name in filenames:
print('Processing ' + name + '...')
print('Actual || Expected || % Accuracy || isFlagged')
diff = []
# Process each image
actual = script.process(name)
with open('./expected/' + name + '.txt', 'r') as f:
expected = f.read().strip().split('\n')
# Calculate % accuracy
for i in xrange(len(expected)):
aline = actual[i][0]
flagged = actual[i][3]
eline = expected[i].strip()
# ignore unnecessary lines eg. address
if(eline.startswith('!')):
continue
acc = fuzz.ratio(aline, eline)
diff.append(acc)
print ' || '.join((aline, eline, str(acc), flagged))
# average accuracy across all lines
total = reduce(lambda x, y: x+y, diff)
avg = total/len(diff)
print('Average accuracy: ' + str(avg) + '%\n')
def test():
for name in filenames:
print('Processing ' + name + '...')
print('Actual || Expected || % Accuracy || isFlagged')
diff = []
# Process each image
actual = script.process(name)
with open('./expected/' + name + '.txt', 'r') as f:
expected = f.read().strip().split('\n')
# Calculate % accuracy
for i in xrange(len(expected)):
aline = actual[i][0]
flagged = actual[i][3]
eline = expected[i].strip()
# ignore unnecessary lines eg. address
if (eline.startswith('!')):
continue
acc = fuzz.ratio(aline, eline)
diff.append(acc)
print ' || '.join((aline, eline, str(acc), flagged))
# average accuracy across all lines
total = reduce(lambda x, y: x + y, diff)
avg = total / len(diff)
print('Average accuracy: ' + str(avg) + '%\n')
def on_data(self, data):
#print data
#print type(data)
d = json.loads(data)
print d['text'].encode('utf-8')
line = script.process(d, self.writers)
return True
def startProcess(request):
files = []
keywords = []
for key in request.FILES.keys():
fs = FileSystemStorage()
if fs.exists(request.FILES[key].name):
fs.delete(request.FILES[key].name)
fs.save(request.FILES[key].name, request.FILES[key])
files.append(request.FILES[key].name)
kws = request.POST['keywords'].split(',')
for kw in kws:
keywords.append(''.join(kw.split()))
# print files, keywords
process(keywords, files)
return HttpResponse('sucess')