def initdb():
""" Initialize feedback database. """
with dbopen(config.FEEDBACK_DB) as cursor:
cursor.execute("""CREATE TABLE IF NOT EXISTS feedback
(i1 TEXT, r1 TEXT, i2 TEXT, r2 TEXT,
vote TEXT, ip TEXT, started REAL, stopped REAL)""")
return redirect(url_for('hello'))
def ensure_pairs():
""" Ensure pairs are defined. """
if not 'pairs' in session or not session['pairs']:
with dbopen(config.SIM_DB) as cursor:
cursor.execute("""SELECT DISTINCT i1, i2, count(*)
FROM similarity group by i1, i2""")
results = cursor.fetchall()
session['pairs'] = [tuple(result[:2]) for result in results]
def settings():
if request.method == 'POST':
pairs = [tuple(k.split('-')) for k, v in request.form.iteritems() if v == 'on']
session['pairs'] = pairs
return redirect(url_for('begin'))
with dbopen(config.SIM_DB) as cursor:
cursor.execute("SELECT DISTINCT i1, i2, count(*) from similarity group by i1, i2")
results = cursor.fetchall()
return render_template('settings.html', results=results)
def summary():
# votes collected
with dbopen(config.FEEDBACK_DB) as cursor:
cursor.execute("""SELECT vote, COUNT(*) FROM feedback group by vote""")
result = cursor.fetchall()
groups = {vote: count for vote, count in result}
cursor.execute("""SELECT COUNT(*) FROM feedback""")
result = cursor.fetchone()
votes = {'total': result[0], 'groups': groups}
# current source in SIM_DB
with dbopen(config.SIM_DB) as cursor:
cursor.execute("SELECT DISTINCT i1, i2, count(*) as c from similarity group by i1, i2")
results = cursor.fetchall()
sources = [(i1.upper(), i2.upper(), count, (i1, i2) in session['pairs'])
for i1, i2, count in results]
return render_template('summary.html', name='summary', votes=votes, sources=sources)
def begin():
""" Pick an item from the database and redirect to the comparison screen """
filters = ["""(i1 = '{0}' AND i2 = '{1}')""".format(i1, i2)
for i1, i2 in session.get('pairs', [])]
disjunction = " OR ".join(filters)
where_clause = "WHERE {}".format(disjunction) if disjunction else ""
with dbopen(config.SIM_DB) as cursor:
cursor.execute("""SELECT * FROM similarity
%s ORDER BY RANDOM() LIMIT 1""" % where_clause)
result = cursor.fetchone()
left = "%s:%s" % (result[1], result[2])
right = "%s:%s" % (result[3], result[4])
return redirect(url_for('compare', left=left, right=right))
def search():
query = request.args.get('q')
hits = []
if query:
with dbopen(config.SIM_DB) as cursor:
cursor.execute("""SELECT DISTINCT r1 from similarity UNION
SELECT DISTINCT r2 from similarity""")
results = cursor.fetchall()
joined = [item for sublist in results for item in sublist]
es = elasticsearch.Elasticsearch()
result = es.search(index=['bsz', 'nep', 'ebl'], body={'query': {
'constant_score': {'filter': {'and':
[{'ids': {'values': joined}},
{'query': {'query_string': {'query': 'elevation'}}}]}}}},
size=10)
hits = result['hits']['hits']
return render_template('search.html', name='search', hits=hits)
def compare():
# see if we got feedback
feedback_arg = request.args.get('feedback')
if feedback_arg:
try:
stopped = time.time()
feedback = parse_feedback_string(feedback_arg)
with dbopen(config.FEEDBACK_DB) as cursor:
cursor.execute("""INSERT INTO feedback
(i1, r1, i2, r2, vote, ip, started, stopped)
VALUES (?, ?, ?, ?, ?, ?, ?, ?) """,
(feedback.leftIndex, feedback.leftId,
feedback.rightIndex, feedback.rightId,
feedback.vote, request.remote_addr,
feedback.started, stopped))
except Exception as err:
app.logger.error(err)
abort(500)
else:
app.logger.debug("Wrote feedback for: %s" % request.args)
flash(u'Vielen Dank für Ihr Votum.')
# show the next comparison ...
return redirect(url_for('compare', left=request.args.get('left'),
right=request.args.get('right')))
# count the feedback data points
with dbopen(config.FEEDBACK_DB) as cursor:
cursor.execute("""SELECT COUNT(*) FROM feedback""")
result = cursor.fetchone()
compared = result[0]
# request argument spelunking
try:
left, right = itemgetter('left', 'right')(request.args)
leftIndex, leftId = left.split(":", 1)
rightIndex, rightId = right.split(":", 1)
except KeyError as error:
abort(400)
# the payload for the current comparison
payload = {"left": {"index": leftIndex, "id": leftId,
"source_id": NAME_SOURCE_ID_MAP.get(leftIndex)},
"right": {"index": rightIndex, "id": rightId,
"source_id": NAME_SOURCE_ID_MAP.get(rightIndex)},
"base": config.BASE}
# prefetch next comparison pair
filters = ["""(i1 = '{0}' AND i2 = '{1}')""".format(i1, i2)
for i1, i2 in session.get('pairs', [])]
disjunction = " OR ".join(filters)
where_clause = "WHERE {}".format(disjunction) if disjunction else ""
with dbopen(config.SIM_DB) as cursor:
cursor.execute("""SELECT * FROM similarity
%s ORDER BY RANDOM() LIMIT 1""" % where_clause)
result = cursor.fetchone()
left = "%s:%s" % (result[1], result[2])
right = "%s:%s" % (result[3], result[4])
next_pair = {'left': left, 'right': right}
return render_template('compare.html', name='compare', payload=payload,
next_pair=next_pair, compared=compared)
def compared():
with dbopen(config.FEEDBACK_DB) as cursor:
cursor.execute("""SELECT COUNT(*) FROM feedback""")
result = cursor.fetchone()
return jsonify(compared=result[0])
def pairs():
with dbopen(SIM_DB) as cursor:
cursor.execute("""SELECT distinct i1, i2, count(*)
FROM similarity GROUP BY i1, i2""")
results = cursor.fetchall()
return Response(json.dumps(results), mimetype="application/json")