def export_gt():
gt = db_ops.get_annotated(request.form['system-name'])
buf = StringIO.StringIO()
headers = gt[0].keys()
f = csv.DictWriter(buf, fieldnames=headers)
f.writeheader()
for line in gt:
f.writerow(_encode_me(line))
print line['System_Answer'].encode('latin-1')
print
print repr(line['System_Answer'].encode('latin-1'))
print
buf.seek(0)
sys_name = request.form['system-name']
if sys_name == '':
sys_name = 'all'
return send_file(
buf,
as_attachment=True,
attachment_filename='annotated_qa_{0}.csv'.format(sys_name))
def get_all_gt():
vis_data = []
for system in db_ops.get_systems():
questions = db_ops.get_annotated(system)
if questions != []:
on_good = []
on_bad = []
off_topic = []
for q in questions:
if q['Is_In_Purview'] == 0:
off_topic.append(q['Confidence'])
elif q['Annotation_Score'] > 50:
on_good.append(q['Confidence'])
else:
on_bad.append(q['Confidence'])
vis_data.append(compute_roc_json(on_good, on_bad, off_topic, system))
return json.dumps(vis_data)
def get_all_gt():
vis_data = []
for system in db_ops.get_systems():
questions = db_ops.get_annotated(system)
if questions != []:
on_good = []
on_bad = []
off_topic = []
for q in questions:
if q['Is_In_Purview'] == 0:
off_topic.append(q['Confidence'])
elif q['Annotation_Score'] > 50:
on_good.append(q['Confidence'])
else:
on_bad.append(q['Confidence'])
vis_data.append(
compute_roc_json(on_good, on_bad, off_topic, system))
return json.dumps(vis_data)
def export_gt():
gt = db_ops.get_annotated(request.form['system-name'])
buf = StringIO.StringIO()
headers = gt[0].keys()
f = csv.DictWriter(buf, fieldnames=headers)
f.writeheader()
for line in gt:
f.writerow(_encode_me(line))
print line['System_Answer'].encode('latin-1')
print
print repr(line['System_Answer'].encode('latin-1'))
print
buf.seek(0)
sys_name = request.form['system-name']
if sys_name == '':
sys_name = 'all'
return send_file(buf, as_attachment=True, attachment_filename='annotated_qa_{0}.csv'.format(sys_name))
