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

feat(api): insights feature adoption top user

Browse source
This commit is contained in:
Taha Yassine Kraiem 2021-09-24 20:26:05 +02:00
parent 7e6592de3f
commit b64b052fe9
2 changed files with 69 additions and 2 deletions
Show stats Download patch file Download diff file Expand all files Collapse all files

10
api/chalicelib/blueprints/subs/bp_insights.py
View file

@ -105,6 +105,16 @@ def get_feature_adoption(projectId, context):
return {"data": insights.feature_adoption(project_id=projectId, **{**data, **args})}
@app.route('/{projectId}/insights/feature_adoption_top_users', methods=['GET', 'POST'])
def get_feature_adoption(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_adoption_top_users(project_id=projectId, **{**data, **args})}
@app.route('/{projectId}/insights/users_active', methods=['GET', 'POST'])
def get_users_active(projectId, context):

61
api/chalicelib/core/insights.py
View file

@ -530,8 +530,6 @@ def feature_popularity_frequency(project_id, startTimestamp=TimeUTC.now(delta_da
def feature_adoption(project_id, startTimestamp=TimeUTC.now(delta_days=-70), endTimestamp=TimeUTC.now(),
filters=[],
**args):
startTimestamp = TimeUTC.trunc_week(startTimestamp)
endTimestamp = startTimestamp + 10 * TimeUTC.MS_WEEK
pg_sub_query = __get_constraints(project_id=project_id, data=args, duration=True, main_table="sessions",
time_constraint=True)
event_type = "CLICK"
@ -596,6 +594,65 @@ def feature_adoption(project_id, startTimestamp=TimeUTC.now(delta_days=-70), end
"filters": [{"type": "EVENT_TYPE", "value": event_type}, {"type": "EVENT_VALUE", "value": event_value}]}
@dev.timed
def feature_adoption_top_users(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("user_id IS NOT NULL")
event_type = "CLICK"
event_value = '/'
extra_values = {}
default = True
for f in filters:
if f["type"] == "EVENT_TYPE" and JOURNEY_TYPES.get(f["value"]):
event_type = f["value"]
elif f["type"] == "EVENT_VALUE":
event_value = f["value"]
default = False
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")
event_table = JOURNEY_TYPES[event_type]["table"]
event_column = JOURNEY_TYPES[event_type]["column"]
with pg_client.PostgresClient() as cur:
pg_sub_query.append("feature.timestamp >= %(startTimestamp)s")
pg_sub_query.append("feature.timestamp < %(endTimestamp)s")
pg_sub_query.append(f"length({event_column})>2")
if default:
# get most used value
pg_query = f"""SELECT {event_column} AS value, COUNT(*) AS count
FROM {event_table} AS feature INNER JOIN public.sessions USING (session_id)
WHERE {" AND ".join(pg_sub_query[:-1])}
AND length({event_column}) > 2
GROUP BY value
ORDER BY count DESC
LIMIT 1;"""
params = {"project_id": project_id, "startTimestamp": startTimestamp,
"endTimestamp": endTimestamp, **__get_constraint_values(args), **extra_values}
cur.execute(cur.mogrify(pg_query, params))
row = cur.fetchone()
if row is not None:
event_value = row["value"]
extra_values["value"] = event_value
pg_sub_query.append(f"feature.{event_column} = %(value)s")
pg_query = f"""SELECT user_id, COUNT(DISTINCT session_id) AS count
FROM {event_table} AS feature
INNER JOIN sessions USING (session_id)
WHERE {" AND ".join(pg_sub_query)}
GROUP BY 1
ORDER BY 2 DESC
LIMIT 10;"""
params = {"project_id": project_id, "startTimestamp": startTimestamp,
"endTimestamp": endTimestamp, **__get_constraint_values(args), **extra_values}
# print(cur.mogrify(pg_query, params))
# print("---------------------")
cur.execute(cur.mogrify(pg_query, params))
rows = cur.fetchall()
return {"users": helper.list_to_camel_case(rows),
"filters": [{"type": "EVENT_TYPE", "value": event_type}, {"type": "EVENT_VALUE", "value": event_value}]}
@dev.timed
def feature_intensity(project_id, startTimestamp=TimeUTC.now(delta_days=-70), endTimestamp=TimeUTC.now(),
filters=[],