jan/openreplay
1
0
Fork 0
Code Issues Pull requests Projects Releases Packages Wiki Activity Actions

feat(api): insights feature intensity

Browse source
This commit is contained in:
Taha Yassine Kraiem 2021-09-24 19:39:58 +02:00
parent 8e4c6187d5
commit 0babeb6b60
2 changed files with 47 additions and 0 deletions
Show stats Download patch file Download diff file Expand all files Collapse all files

12
api/chalicelib/blueprints/subs/bp_insights.py
View file

@ -84,6 +84,17 @@ def get_feature_popularity_frequency(projectId, context):
return {"data": insights.feature_popularity_frequency(project_id=projectId, **{**data, **args})}
@app.route('/{projectId}/insights/feature_intensity', methods=['GET', 'POST'])
def get_feature_intensity(projectId, context):
data = app.current_request.json_body
if data is None:
data = {}
params = app.current_request.query_params
args = dashboard.dashboard_args(params)
return {"data": insights.feature_intensity(project_id=projectId, **{**data, **args})}
@app.route('/{projectId}/insights/users_active', methods=['GET', 'POST'])
def get_users_active(projectId, context):
data = app.current_request.json_body
@ -105,6 +116,7 @@ def get_users_power(projectId, context):
return {"data": insights.users_power(project_id=projectId, **{**data, **args})}
@app.route('/{projectId}/insights/users_slipping', methods=['GET', 'POST'])
def get_users_slipping(projectId, context):
data = app.current_request.json_body

35
api/chalicelib/core/insights.py
View file

@ -526,6 +526,41 @@ def feature_popularity_frequency(project_id, startTimestamp=TimeUTC.now(delta_da
return popularity
@dev.timed
def feature_intensity(project_id, startTimestamp=TimeUTC.now(delta_days=-70), endTimestamp=TimeUTC.now(),
filters=[],
**args):
pg_sub_query = __get_constraints(project_id=project_id, data=args, duration=True, main_table="sessions",
time_constraint=True)
pg_sub_query.append("feature.timestamp >= %(startTimestamp)s")
pg_sub_query.append("feature.timestamp < %(endTimestamp)s")
event_table = JOURNEY_TYPES["CLICK"]["table"]
event_column = JOURNEY_TYPES["CLICK"]["column"]
for f in filters:
if f["type"] == "EVENT_TYPE" and JOURNEY_TYPES.get(f["value"]):
event_table = JOURNEY_TYPES[f["value"]]["table"]
event_column = JOURNEY_TYPES[f["value"]]["column"]
elif f["type"] in [sessions_metas.meta_type.USERID, sessions_metas.meta_type.USERID_IOS]:
pg_sub_query.append(f"sessions.user_id = %(user_id)s")
pg_sub_query.append(f"length({event_column})>2")
with pg_client.PostgresClient() as cur:
pg_query = f"""SELECT {event_column} AS value, AVG(DISTINCT session_id) AS avg
FROM {event_table} AS feature INNER JOIN sessions USING (session_id)
WHERE {" AND ".join(pg_sub_query)}
GROUP BY value
ORDER BY avg DESC
LIMIT 7;"""
params = {"project_id": project_id, "startTimestamp": startTimestamp,
"endTimestamp": endTimestamp, **__get_constraint_values(args)}
# print(cur.mogrify(pg_query, params))
# print("---------------------")
cur.execute(cur.mogrify(pg_query, params))
rows = cur.fetchall()
return rows
@dev.timed
def users_active(project_id, startTimestamp=TimeUTC.now(delta_days=-70), endTimestamp=TimeUTC.now(),
filters=[],