openreplay/api/chalicelib/core/heatmaps.py
Kraiem Taha Yassine b6ba3aceb9
Dev (#2311)
* refactor(chalice): upgraded dependencies

* refactor(chalice): upgraded dependencies
feat(chalice): support heatmaps

* feat(chalice): support table-of-browsers showing user-count

* feat(chalice): support table-of-devices showing user-count

* feat(chalice): support table-of-URLs showing user-count

* feat(chalice): get heatmap by sessionId
refactor(chalice): updated dependencies
refactor(alerts): updated dependencies
refactor(crons): updated dependencies
2024-06-27 12:17:07 +02:00

191 lines
8.9 KiB
Python

import logging
import schemas
from chalicelib.core import sessions_mobs, sessions, events
from chalicelib.utils import pg_client, helper
# from chalicelib.utils import sql_helper as sh
logger = logging.getLogger(__name__)
def get_by_url(project_id, data: schemas.GetHeatmapPayloadSchema):
args = {"startDate": data.startTimestamp, "endDate": data.endTimestamp,
"project_id": project_id, "url": data.url}
constraints = ["sessions.project_id = %(project_id)s",
"(url = %(url)s OR path= %(url)s)",
"clicks.timestamp >= %(startDate)s",
"clicks.timestamp <= %(endDate)s",
"start_ts >= %(startDate)s",
"start_ts <= %(endDate)s",
"duration IS NOT NULL",
"normalized_x IS NOT NULL"]
query_from = "events.clicks INNER JOIN sessions USING (session_id)"
has_click_rage_filter = False
# TODO: is this used ?
# if len(data.filters) > 0:
# for i, f in enumerate(data.filters):
# if f.type == schemas.FilterType.issue and len(f.value) > 0:
# has_click_rage_filter = True
# query_from += """INNER JOIN events_common.issues USING (timestamp, session_id)
# INNER JOIN issues AS mis USING (issue_id)
# INNER JOIN LATERAL (
# SELECT COUNT(1) AS real_count
# FROM events.clicks AS sc
# INNER JOIN sessions as ss USING (session_id)
# WHERE ss.project_id = 2
# AND (sc.url = %(url)s OR sc.path = %(url)s)
# AND sc.timestamp >= %(startDate)s
# AND sc.timestamp <= %(endDate)s
# AND ss.start_ts >= %(startDate)s
# AND ss.start_ts <= %(endDate)s
# AND sc.selector = clicks.selector) AS r_clicks ON (TRUE)"""
# constraints += ["mis.project_id = %(project_id)s",
# "issues.timestamp >= %(startDate)s",
# "issues.timestamp <= %(endDate)s"]
# f_k = f"issue_value{i}"
# args = {**args, **sh.multi_values(f.value, value_key=f_k)}
# constraints.append(sh.multi_conditions(f"%({f_k})s = ANY (issue_types)",
# f.value, value_key=f_k))
# constraints.append(sh.multi_conditions(f"mis.type = %({f_k})s",
# f.value, value_key=f_k))
if data.click_rage and not has_click_rage_filter:
constraints.append("""(issues.session_id IS NULL
OR (issues.timestamp >= %(startDate)s
AND issues.timestamp <= %(endDate)s
AND mis.project_id = %(project_id)s
AND mis.type='click_rage'))""")
query_from += """LEFT JOIN events_common.issues USING (timestamp, session_id)
LEFT JOIN issues AS mis USING (issue_id)"""
with pg_client.PostgresClient() as cur:
query = cur.mogrify(f"""SELECT normalized_x, normalized_y
FROM {query_from}
WHERE {" AND ".join(constraints)}
LIMIT 500;""", args)
logger.debug("---------")
logger.debug(query.decode('UTF-8'))
logger.debug("---------")
try:
cur.execute(query)
except Exception as err:
logger.warning("--------- HEATMAP 2 SEARCH QUERY EXCEPTION -----------")
logger.warning(query.decode('UTF-8'))
logger.warning("--------- PAYLOAD -----------")
logger.warning(data)
logger.warning("--------------------")
raise err
rows = cur.fetchall()
return helper.list_to_camel_case(rows)
def get_by_url_and_session_id(project_id, session_id, data: schemas.GetHeatmapBasePayloadSchema):
args = {"session_id": session_id, "url": data.url}
constraints = ["session_id = %(session_id)s",
"(url = %(url)s OR path= %(url)s)",
"normalized_x IS NOT NULL"]
query_from = "events.clicks"
with pg_client.PostgresClient() as cur:
query = cur.mogrify(f"""SELECT normalized_x, normalized_y
FROM {query_from}
WHERE {" AND ".join(constraints)};""", args)
logger.debug("---------")
logger.debug(query.decode('UTF-8'))
logger.debug("---------")
try:
cur.execute(query)
except Exception as err:
logger.warning("--------- HEATMAP-session_id SEARCH QUERY EXCEPTION -----------")
logger.warning(query.decode('UTF-8'))
logger.warning("--------- PAYLOAD -----------")
logger.warning(data)
logger.warning("--------------------")
raise err
rows = cur.fetchall()
return helper.list_to_camel_case(rows)
SESSION_PROJECTION_COLS = """s.project_id,
s.session_id::text AS session_id,
s.user_uuid,
s.user_id,
s.user_os,
s.user_browser,
s.user_device,
s.user_device_type,
s.user_country,
s.start_ts,
s.duration,
s.events_count,
s.pages_count,
s.errors_count,
s.user_anonymous_id,
s.platform,
s.issue_score,
to_jsonb(s.issue_types) AS issue_types,
favorite_sessions.session_id NOTNULL AS favorite,
COALESCE((SELECT TRUE
FROM public.user_viewed_sessions AS fs
WHERE s.session_id = fs.session_id
AND fs.user_id = %(userId)s LIMIT 1), FALSE) AS viewed """
def search_short_session(data: schemas.ClickMapSessionsSearch, project_id, user_id,
include_mobs: bool = True, exclude_sessions: list[str] = [],
_depth: int = 3):
no_platform = True
for f in data.filters:
if f.type == schemas.FilterType.platform:
no_platform = False
break
if no_platform:
data.filters.append(schemas.SessionSearchFilterSchema(type=schemas.FilterType.platform,
value=[schemas.PlatformType.desktop],
operator=schemas.SearchEventOperator._is))
full_args, query_part = sessions.search_query_parts(data=data, error_status=None, errors_only=False,
favorite_only=data.bookmarked, issue=None,
project_id=project_id, user_id=user_id)
full_args["exclude_sessions"] = tuple(exclude_sessions)
if len(exclude_sessions) > 0:
query_part += "\n AND session_id NOT IN (%(exclude_sessions)s)"
with pg_client.PostgresClient() as cur:
data.order = schemas.SortOrderType.desc
data.sort = 'duration'
main_query = cur.mogrify(f"""SELECT {SESSION_PROJECTION_COLS}
{query_part}
ORDER BY {data.sort} {data.order.value}
LIMIT 1;""", full_args)
logger.debug("--------------------")
logger.debug(main_query)
logger.debug("--------------------")
try:
cur.execute(main_query)
except Exception as err:
logger.warning("--------- CLICK MAP SHORT SESSION SEARCH QUERY EXCEPTION -----------")
logger.warning(main_query.decode('UTF-8'))
logger.warning("--------- PAYLOAD -----------")
logger.warning(data.model_dump_json())
logger.warning("--------------------")
raise err
session = cur.fetchone()
if session:
if include_mobs:
session['domURL'] = sessions_mobs.get_urls(session_id=session["session_id"], project_id=project_id)
session['mobsUrl'] = sessions_mobs.get_urls_depercated(session_id=session["session_id"])
if _depth > 0 and len(session['domURL']) == 0 and len(session['mobsUrl']) == 0:
return search_short_session(data=data, project_id=project_id, user_id=user_id,
include_mobs=include_mobs,
exclude_sessions=exclude_sessions + [session["session_id"]],
_depth=_depth - 1)
elif _depth == 0 and len(session['domURL']) == 0 and len(session['mobsUrl']) == 0:
logger.info("couldn't find an existing replay after 3 iterations for heatmap")
session['events'] = events.get_by_session_id(project_id=project_id, session_id=session["session_id"],
event_type=schemas.EventType.location)
return helper.dict_to_camel_case(session)