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test_organization_sessions.py
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test_organization_sessions.py
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import datetime
from unittest.mock import patch
from uuid import uuid4
import pytest
from django.urls import reverse
from django.utils import timezone
from sentry import release_health
from sentry.models.releaseprojectenvironment import ReleaseProjectEnvironment
from sentry.release_health.metrics import MetricsReleaseHealthBackend
from sentry.release_health.sessions import SessionsReleaseHealthBackend
from sentry.snuba.metrics import to_intervals
from sentry.testutils.cases import APITestCase, BaseMetricsTestCase, SnubaTestCase
from sentry.testutils.helpers.datetime import freeze_time
from sentry.testutils.helpers.link_header import parse_link_header
from sentry.utils.cursors import Cursor
pytestmark = pytest.mark.sentry_metrics
def result_sorted(result):
"""sort the groups of the results array by the `by` object, ensuring a stable order"""
def stable_dict(d):
return tuple(sorted(d.items(), key=lambda t: t[0]))
result["groups"].sort(key=lambda group: stable_dict(group["by"]))
return result
ONE_DAY_AGO = datetime.datetime.now(tz=datetime.UTC) - datetime.timedelta(days=1)
TWO_DAYS_AGO = datetime.datetime.now(tz=datetime.UTC) - datetime.timedelta(days=2)
MOCK_DATETIME = ONE_DAY_AGO.replace(hour=12, minute=27, second=28, microsecond=303000)
MOCK_DATETIME_PLUS_TEN_MINUTES = MOCK_DATETIME + datetime.timedelta(minutes=10)
MOCK_DATETIME_PLUS_ONE_HOUR = MOCK_DATETIME + datetime.timedelta(hours=1)
SNUBA_TIME_FORMAT = "%Y-%m-%dT%H:%M:%SZ"
MOCK_DATETIME_START_OF_DAY = MOCK_DATETIME.replace(hour=0, minute=0, second=0)
TIMESTAMP = MOCK_DATETIME.timestamp()
RECEIVED = TIMESTAMP
SESSION_STARTED = TIMESTAMP // 3600 * 3600 # round to the hour
TEMPLATE = {
"distinct_id": "00000000-0000-0000-0000-000000000000",
"status": "exited",
"seq": 0,
"release": "foo@1.0.0",
"environment": "production",
"retention_days": 90,
"duration": 123.4,
"errors": 0,
"started": SESSION_STARTED,
"received": RECEIVED,
}
def make_duration(kwargs):
"""Randomish but deterministic duration"""
return float(len(str(kwargs)))
def make_session(project, **kwargs):
return dict(
dict(
TEMPLATE,
session_id=uuid4().hex,
org_id=project.organization_id,
project_id=project.id,
duration=make_duration(kwargs),
),
**kwargs,
)
def adjust_start(start: datetime.datetime, interval: int) -> datetime.datetime:
# align start and end to the beginning of the intervals
start, _end, _num_intervals = to_intervals(
start, start + datetime.timedelta(minutes=1), interval
)
return start
def adjust_end(end: datetime.datetime, interval: int) -> datetime.datetime:
# align start and end to the beginning of the intervals
_start, end, _num_intervals = to_intervals(end - datetime.timedelta(minutes=1), end, interval)
return end
# TODO: why is this not patching the backend correctly?
@patch("sentry.release_health.backend", SessionsReleaseHealthBackend())
class OrganizationSessionsEndpointTest(APITestCase, SnubaTestCase):
def setUp(self):
super().setUp()
self.setup_fixture()
def setup_fixture(self):
self.organization1 = self.organization
self.organization2 = self.create_organization()
self.organization3 = self.create_organization()
self.project1 = self.project
self.project2 = self.create_project()
self.project3 = self.create_project()
self.project4 = self.create_project(organization=self.organization2)
self.user2 = self.create_user(is_superuser=False)
self.create_member(
user=self.user2, organization=self.organization1, role="member", teams=[]
)
self.create_member(user=self.user, organization=self.organization3, role="admin", teams=[])
self.create_environment(self.project2, name="development")
self.bulk_store_sessions(
[
make_session(self.project1, started=SESSION_STARTED + 12 * 60),
make_session(self.project1, started=SESSION_STARTED + 24 * 60, release="foo@1.1.0"),
make_session(self.project1, started=SESSION_STARTED - 60 * 60),
make_session(self.project1, started=SESSION_STARTED - 12 * 60 * 60),
make_session(self.project2, status="crashed"),
make_session(self.project2, environment="development"),
make_session(self.project3, errors=1, release="foo@1.2.0"),
make_session(
self.project3,
distinct_id="39887d89-13b2-4c84-8c23-5d13d2102664",
started=SESSION_STARTED - 60 * 60,
),
make_session(
self.project3, distinct_id="39887d89-13b2-4c84-8c23-5d13d2102664", errors=1
),
make_session(self.project4),
]
)
def do_request(self, query, user=None, org=None):
self.login_as(user=user or self.user)
url = reverse(
"sentry-api-0-organization-sessions",
kwargs={"organization_slug": (org or self.organization).slug},
)
return self.client.get(url, query, format="json")
def test_empty_request(self):
response = self.do_request({})
assert response.status_code == 400, response.content
assert response.data == {"detail": 'Request is missing a "field"'}
def test_inaccessible_project(self):
response = self.do_request({"project": [self.project4.id]})
assert response.status_code == 403, response.content
assert response.data == {"detail": "You do not have permission to perform this action."}
def test_unknown_field(self):
response = self.do_request({"field": ["summ(session)"]})
assert response.status_code == 400, response.content
assert response.data == {"detail": 'Invalid field: "summ(session)"'}
def test_unknown_groupby(self):
response = self.do_request({"field": ["sum(session)"], "groupBy": ["environment_"]})
assert response.status_code == 400, response.content
assert response.data == {"detail": 'Invalid groupBy: "environment_"'}
def test_illegal_groupby(self):
response = self.do_request({"field": ["sum(session)"], "groupBy": ["issue.id"]})
assert response.status_code == 400, response.content
assert response.data == {"detail": 'Invalid groupBy: "issue.id"'}
def test_invalid_query(self):
response = self.do_request(
{"statsPeriod": "1d", "field": ["sum(session)"], "query": ["foo:bar"]}
)
assert response.status_code == 400, response.content
assert response.data["detail"] == "Invalid search filter: foo"
response = self.do_request(
{
"statsPeriod": "1d",
"field": ["sum(session)"],
"query": ["release:foo-bar@1.2.3 (123)"],
}
)
assert response.status_code == 400, response.content
# TODO: it would be good to provide a better error here,
# since its not obvious where `message` comes from.
assert response.data["detail"] == "Invalid search filter: message"
def test_illegal_query(self):
response = self.do_request(
{"statsPeriod": "1d", "field": ["sum(session)"], "query": ["issue.id:123"]}
)
assert response.status_code == 400, response.content
assert response.data["detail"] == "Invalid search filter: issue.id"
def test_too_many_points(self):
# default statsPeriod is 90d
response = self.do_request({"field": ["sum(session)"], "interval": "1h"})
assert response.status_code == 400, response.content
assert response.data == {
"detail": "Your interval and date range would create too many results. "
"Use a larger interval, or a smaller date range."
}
@freeze_time(MOCK_DATETIME)
def test_future_request(self):
start = MOCK_DATETIME + datetime.timedelta(days=1)
end = MOCK_DATETIME + datetime.timedelta(days=2)
response = self.do_request(
{
"project": [-1],
"interval": "1h",
"field": ["sum(session)"],
"start": start.strftime(SNUBA_TIME_FORMAT),
"end": end.strftime(SNUBA_TIME_FORMAT),
}
)
assert response.status_code == 200, response.content
@freeze_time(MOCK_DATETIME)
def test_timeseries_interval(self):
response = self.do_request(
{"project": [-1], "statsPeriod": "1d", "interval": "1d", "field": ["sum(session)"]}
)
start_of_day_snuba_format = MOCK_DATETIME_START_OF_DAY.strftime(SNUBA_TIME_FORMAT)
previous_start_of_day_snuba_format = (
MOCK_DATETIME_START_OF_DAY - datetime.timedelta(days=1)
).strftime(SNUBA_TIME_FORMAT)
expected_start = MOCK_DATETIME_START_OF_DAY - datetime.timedelta(days=1)
expected_end = MOCK_DATETIME_START_OF_DAY + datetime.timedelta(days=1)
assert response.status_code == 200, response.content
assert result_sorted(response.data) == {
"start": expected_start.strftime(SNUBA_TIME_FORMAT),
"end": expected_end.strftime(SNUBA_TIME_FORMAT),
"query": "",
"intervals": [previous_start_of_day_snuba_format, start_of_day_snuba_format],
"groups": [
{"by": {}, "series": {"sum(session)": [0, 9]}, "totals": {"sum(session)": 9}}
],
}
response = self.do_request(
{"project": [-1], "statsPeriod": "1d", "interval": "6h", "field": ["sum(session)"]}
)
six_hours = 6 * 60 * 60
expected_start = adjust_start(TWO_DAYS_AGO.replace(hour=12, minute=0, second=0), six_hours)
expected_end = adjust_end(MOCK_DATETIME.replace(minute=28, second=0), six_hours)
assert response.status_code == 200, response.content
assert result_sorted(response.data) == {
"start": expected_start.strftime(SNUBA_TIME_FORMAT),
"end": expected_end.strftime(SNUBA_TIME_FORMAT),
"query": "",
"intervals": [
TWO_DAYS_AGO.replace(hour=12, minute=0, second=0).strftime(SNUBA_TIME_FORMAT),
TWO_DAYS_AGO.replace(hour=18, minute=0, second=0).strftime(SNUBA_TIME_FORMAT),
MOCK_DATETIME.replace(hour=0, minute=0, second=0).strftime(SNUBA_TIME_FORMAT),
MOCK_DATETIME.replace(hour=6, minute=0, second=0).strftime(SNUBA_TIME_FORMAT),
MOCK_DATETIME.replace(hour=12, minute=0, second=0).strftime(SNUBA_TIME_FORMAT),
],
"groups": [
{
"by": {},
"series": {"sum(session)": [0, 0, 1, 2, 6]},
"totals": {"sum(session)": 9},
}
],
}
@freeze_time(MOCK_DATETIME)
def test_user_all_accessible(self):
response = self.do_request(
{"project": [-1], "statsPeriod": "1d", "interval": "1d", "field": ["sum(session)"]},
user=self.user2,
)
start_of_previous_day = MOCK_DATETIME_START_OF_DAY - datetime.timedelta(days=1)
start_of_day_snuba_format = MOCK_DATETIME_START_OF_DAY.strftime(SNUBA_TIME_FORMAT)
start_of_previous_day_snuba_format = start_of_previous_day.strftime(SNUBA_TIME_FORMAT)
expected_start = MOCK_DATETIME_START_OF_DAY - datetime.timedelta(days=1)
expected_end = MOCK_DATETIME_START_OF_DAY + datetime.timedelta(days=1)
assert response.status_code == 200, response.content
assert result_sorted(response.data) == {
"start": expected_start.strftime(SNUBA_TIME_FORMAT),
"end": expected_end.strftime(SNUBA_TIME_FORMAT),
"query": "",
"intervals": [start_of_previous_day_snuba_format, start_of_day_snuba_format],
"groups": [
{"by": {}, "series": {"sum(session)": [0, 9]}, "totals": {"sum(session)": 9}}
],
}
def test_no_projects(self):
response = self.do_request(
{"project": [-1], "statsPeriod": "1d", "interval": "1d", "field": ["sum(session)"]},
org=self.organization3,
)
assert response.status_code == 400, response.content
assert response.data == {"detail": "No projects available"}
@freeze_time(MOCK_DATETIME_PLUS_TEN_MINUTES)
def test_minute_resolution(self):
with self.feature("organizations:minute-resolution-sessions"):
response = self.do_request(
{
"project": [self.project1.id, self.project2.id],
"statsPeriod": "30m",
"interval": "10m",
"field": ["sum(session)"],
}
)
assert response.status_code == 200, response.content
ten_min = 10 * 60
expected_start = adjust_start(
MOCK_DATETIME.replace(hour=12, minute=0, second=0), ten_min
)
expected_end = adjust_end(MOCK_DATETIME.replace(hour=12, minute=38, second=0), ten_min)
assert result_sorted(response.data) == {
"start": expected_start.strftime(SNUBA_TIME_FORMAT),
"end": expected_end.strftime(SNUBA_TIME_FORMAT),
"query": "",
"intervals": [
*[
MOCK_DATETIME.replace(hour=12, minute=min, second=0).strftime(
SNUBA_TIME_FORMAT
)
for min in [0, 10, 20, 30]
],
],
"groups": [
{
"by": {},
"series": {"sum(session)": [2, 1, 1, 0]},
"totals": {"sum(session)": 4},
}
],
}
@freeze_time(MOCK_DATETIME_PLUS_TEN_MINUTES)
def test_10s_resolution(self):
with self.feature("organizations:minute-resolution-sessions"):
response = self.do_request(
{
"project": [self.project1.id],
"statsPeriod": "1m",
"interval": "10s",
"field": ["sum(session)"],
}
)
assert response.status_code == 200, response.content
if release_health.backend.is_metrics_based():
# With the metrics backend, we should get exactly what we asked for,
# 6 intervals with 10 second length. However, since we add both the
# starting and ending interval we get 7 intervals.
assert len(response.data["intervals"]) == 7
else:
# With the sessions backend, the resolution will be 1m and will include starting and ending
# minute so 2 intervals
assert len(response.data["intervals"]) == 2
@freeze_time(MOCK_DATETIME)
def test_filter_projects(self):
response = self.do_request(
{
"statsPeriod": "1d",
"interval": "1d",
"field": ["sum(session)"],
"project": [self.project2.id, self.project3.id],
}
)
assert response.status_code == 200, response.content
assert result_sorted(response.data)["groups"] == [
{"by": {}, "series": {"sum(session)": [0, 5]}, "totals": {"sum(session)": 5}}
]
@freeze_time(MOCK_DATETIME)
def test_anr_invalid_aggregates(self):
default_request = {
"project": [-1],
"statsPeriod": "1d",
"interval": "1d",
"field": ["anr_rate()", "crash_free_rate(user)"],
}
def req(**kwargs):
return self.do_request(dict(default_request, **kwargs))
response = req()
assert response.status_code == 200
if release_health.backend.is_metrics_based():
# Both these fields are supported by the metrics backend
assert response.data["groups"] == [
{
"by": {},
"totals": {"anr_rate()": 0.0, "crash_free_rate(user)": 1.0},
"series": {"anr_rate()": [None, 0.0], "crash_free_rate(user)": [None, 1.0]},
}
]
else:
# Both these fields are not supported by the sessions backend
assert response.data["groups"] == []
response = req(field=["anr_rate()", "sum(session)"])
assert response.status_code == 200
if release_health.backend.is_metrics_based():
# Both these fields are supported by the metrics backend
assert response.data["groups"] == [
{
"by": {},
"totals": {"anr_rate()": 0.0, "sum(session)": 9},
"series": {"anr_rate()": [None, 0.0], "sum(session)": [0, 9]},
}
]
else:
# Only sum(session) is supported by the sessions backend
assert response.data["groups"] == [
{"by": {}, "totals": {"sum(session)": 9}, "series": {"sum(session)": [0, 9]}}
]
@freeze_time(MOCK_DATETIME)
def test_filter_environment(self):
response = self.do_request(
{
"project": [-1],
"statsPeriod": "1d",
"interval": "1d",
"field": ["sum(session)"],
"query": "environment:development",
}
)
assert response.status_code == 200, response.content
assert result_sorted(response.data)["groups"] == [
{"by": {}, "series": {"sum(session)": [0, 1]}, "totals": {"sum(session)": 1}}
]
response = self.do_request(
{
"project": [-1],
"statsPeriod": "1d",
"interval": "1d",
"field": ["sum(session)"],
"environment": ["development"],
}
)
assert response.status_code == 200, response.content
assert result_sorted(response.data)["groups"] == [
{"by": {}, "series": {"sum(session)": [0, 1]}, "totals": {"sum(session)": 1}}
]
@freeze_time(MOCK_DATETIME)
def test_filter_release(self):
response = self.do_request(
{
"project": [-1],
"statsPeriod": "1d",
"interval": "1d",
"field": ["sum(session)"],
"query": "release:foo@1.1.0",
}
)
assert response.status_code == 200, response.content
assert result_sorted(response.data)["groups"] == [
{"by": {}, "series": {"sum(session)": [0, 1]}, "totals": {"sum(session)": 1}}
]
response = self.do_request(
{
"project": [-1],
"statsPeriod": "1d",
"interval": "1d",
"field": ["sum(session)"],
"query": 'release:"foo@1.1.0" or release:"foo@1.2.0"',
}
)
assert response.status_code == 200, response.content
assert result_sorted(response.data)["groups"] == [
{"by": {}, "series": {"sum(session)": [0, 2]}, "totals": {"sum(session)": 2}}
]
response = self.do_request(
{
"project": [-1],
"statsPeriod": "1d",
"interval": "1d",
"field": ["sum(session)"],
"query": 'release:"foo@1.1.0" or release:["foo@1.2.0", release:"foo@1.3.0"]',
"groupBy": ["release"],
}
)
assert response.status_code == 200, response.content
assert result_sorted(response.data)["groups"] == [
{
"by": {"release": "foo@1.1.0"},
"series": {"sum(session)": [0, 1]},
"totals": {"sum(session)": 1},
},
{
"by": {"release": "foo@1.2.0"},
"series": {"sum(session)": [0, 1]},
"totals": {"sum(session)": 1},
},
]
@freeze_time(MOCK_DATETIME)
def test_filter_unknown_release(self):
response = self.do_request(
{
"project": [-1],
"statsPeriod": "1d",
"interval": "1h",
"field": ["sum(session)"],
"query": "release:foo@6.6.6",
"groupBy": "session.status",
}
)
assert response.status_code == 200, response.content
@freeze_time(MOCK_DATETIME)
def test_filter_unknown_release_in(self):
response = self.do_request(
{
"project": [-1],
"statsPeriod": "1d",
"interval": "1d",
"field": ["sum(session)"],
"query": "release:[foo@6.6.6]",
"groupBy": "session.status",
}
)
assert response.status_code == 200, response.content
assert result_sorted(response.data)["groups"] == [
{
"by": {"session.status": status},
"series": {"sum(session)": [0, 0]},
"totals": {"sum(session)": 0},
}
for status in ("abnormal", "crashed", "errored", "healthy")
]
@freeze_time(MOCK_DATETIME)
def test_groupby_project(self):
response = self.do_request(
{
"project": [-1],
"statsPeriod": "1d",
"interval": "1d",
"field": ["sum(session)"],
"groupBy": ["project"],
}
)
assert response.status_code == 200, response.content
assert result_sorted(response.data)["groups"] == [
{
"by": {"project": self.project1.id},
"series": {"sum(session)": [0, 4]},
"totals": {"sum(session)": 4},
},
{
"by": {"project": self.project2.id},
"series": {"sum(session)": [0, 2]},
"totals": {"sum(session)": 2},
},
{
"by": {"project": self.project3.id},
"series": {"sum(session)": [0, 3]},
"totals": {"sum(session)": 3},
},
]
@freeze_time(MOCK_DATETIME)
def test_groupby_environment(self):
response = self.do_request(
{
"project": [-1],
"statsPeriod": "1d",
"interval": "1d",
"field": ["sum(session)"],
"groupBy": ["environment"],
}
)
assert response.status_code == 200, response.content
assert result_sorted(response.data)["groups"] == [
{
"by": {"environment": "development"},
"series": {"sum(session)": [0, 1]},
"totals": {"sum(session)": 1},
},
{
"by": {"environment": "production"},
"series": {"sum(session)": [0, 8]},
"totals": {"sum(session)": 8},
},
]
@freeze_time(MOCK_DATETIME)
def test_groupby_release(self):
response = self.do_request(
{
"project": [-1],
"statsPeriod": "1d",
"interval": "1d",
"field": ["sum(session)"],
"groupBy": ["release"],
}
)
assert response.status_code == 200, response.content
assert result_sorted(response.data)["groups"] == [
{
"by": {"release": "foo@1.0.0"},
"series": {"sum(session)": [0, 7]},
"totals": {"sum(session)": 7},
},
{
"by": {"release": "foo@1.1.0"},
"series": {"sum(session)": [0, 1]},
"totals": {"sum(session)": 1},
},
{
"by": {"release": "foo@1.2.0"},
"series": {"sum(session)": [0, 1]},
"totals": {"sum(session)": 1},
},
]
@freeze_time(MOCK_DATETIME)
def test_groupby_status(self):
response = self.do_request(
{
"project": [-1],
"statsPeriod": "1d",
"interval": "1d",
"field": ["sum(session)"],
"groupBy": ["session.status"],
}
)
assert response.status_code == 200, response.content
assert result_sorted(response.data)["groups"] == [
{
"by": {"session.status": "abnormal"},
"series": {"sum(session)": [0, 0]},
"totals": {"sum(session)": 0},
},
{
"by": {"session.status": "crashed"},
"series": {"sum(session)": [0, 1]},
"totals": {"sum(session)": 1},
},
{
"by": {"session.status": "errored"},
"series": {"sum(session)": [0, 2]},
"totals": {"sum(session)": 2},
},
{
"by": {"session.status": "healthy"},
"series": {"sum(session)": [0, 6]},
"totals": {"sum(session)": 6},
},
]
@freeze_time(MOCK_DATETIME)
def test_groupby_cross(self):
response = self.do_request(
{
"project": [-1],
"statsPeriod": "1d",
"interval": "1d",
"field": ["sum(session)"],
"groupBy": ["release", "environment"],
}
)
assert response.status_code == 200, response.content
assert result_sorted(response.data)["groups"] == [
{
"by": {"environment": "development", "release": "foo@1.0.0"},
"series": {"sum(session)": [0, 1]},
"totals": {"sum(session)": 1},
},
{
"by": {"environment": "production", "release": "foo@1.0.0"},
"series": {"sum(session)": [0, 6]},
"totals": {"sum(session)": 6},
},
{
"by": {"environment": "production", "release": "foo@1.1.0"},
"series": {"sum(session)": [0, 1]},
"totals": {"sum(session)": 1},
},
{
"by": {"environment": "production", "release": "foo@1.2.0"},
"series": {"sum(session)": [0, 1]},
"totals": {"sum(session)": 1},
},
]
@freeze_time(MOCK_DATETIME)
def test_users_groupby(self):
response = self.do_request(
{
"project": [-1],
"statsPeriod": "1d",
"interval": "1d",
"field": ["count_unique(user)"],
}
)
assert response.status_code == 200, response.content
assert result_sorted(response.data)["groups"] == [
{
"by": {},
"series": {"count_unique(user)": [0, 1]},
"totals": {"count_unique(user)": 1},
}
]
response = self.do_request(
{
"project": [-1],
"statsPeriod": "1d",
"interval": "1d",
"field": ["count_unique(user)"],
"groupBy": ["session.status"],
}
)
assert response.status_code == 200, response.content
assert result_sorted(response.data)["groups"] == [
{
"by": {"session.status": "abnormal"},
"series": {"count_unique(user)": [0, 0]},
"totals": {"count_unique(user)": 0},
},
{
"by": {"session.status": "crashed"},
"series": {"count_unique(user)": [0, 0]},
"totals": {"count_unique(user)": 0},
},
{
"by": {"session.status": "errored"},
"series": {"count_unique(user)": [0, 1]},
"totals": {"count_unique(user)": 1},
},
{
"by": {"session.status": "healthy"},
"series": {"count_unique(user)": [0, 0]},
"totals": {"count_unique(user)": 0},
},
]
expected_duration_values = {
"avg(session.duration)": 42375.0,
"max(session.duration)": 80000.0,
"p50(session.duration)": 33500.0,
"p75(session.duration)": 53750.0,
"p90(session.duration)": 71600.0,
"p95(session.duration)": 75800.0,
"p99(session.duration)": 79159.99999999999,
}
@freeze_time(MOCK_DATETIME)
def test_users_groupby_status_advanced(self):
project = self.create_project()
user1 = uuid4().hex
session1 = uuid4().hex
user2 = uuid4().hex
session2a = uuid4().hex
session2b = uuid4().hex
user3 = uuid4().hex
session3 = uuid4().hex
self.store_session(
make_session(project, session_id=session1, distinct_id=user1, status="ok")
)
self.store_session(
make_session(
project, session_id=session1, distinct_id=user1, seq=1, errors=1, status="errored"
)
)
self.store_session(
make_session(project, session_id=session1, distinct_id=user1, seq=2, status="crashed")
)
self.store_session(
make_session(project, session_id=session2a, distinct_id=user2, status="ok")
)
self.store_session(
make_session(project, session_id=session2b, distinct_id=user2, status="ok")
)
self.store_session(
make_session(project, session_id=session2b, distinct_id=user2, status="abnormal")
)
self.store_session(
make_session(
project, session_id=session3, distinct_id=user3, errors=123, status="errored"
)
)
# Add some extra healthy users:
for _ in range(3):
user = uuid4().hex
self.store_session(make_session(project, distinct_id=user))
# First, check if totals make sense:
response = self.do_request(
{
"project": [project.id],
"statsPeriod": "1d",
"interval": "1d",
"field": ["count_unique(user)"],
}
)
assert response.status_code == 200, response.content
assert result_sorted(response.data)["groups"] == [
{
"by": {},
"series": {"count_unique(user)": [0, 6]},
"totals": {"count_unique(user)": 6},
},
]
# Then check if grouping makes sense:
response = self.do_request(
{
"project": [project.id],
"statsPeriod": "1d",
"interval": "1d",
"field": ["count_unique(user)"],
"groupBy": ["session.status"],
}
)
assert response.status_code == 200, response.content
assert result_sorted(response.data)["groups"] == [
{
"by": {"session.status": "abnormal"},
"series": {"count_unique(user)": [0, 1]},
"totals": {"count_unique(user)": 1},
},
{
"by": {"session.status": "crashed"},
"series": {"count_unique(user)": [0, 1]},
"totals": {"count_unique(user)": 1},
},
{
"by": {"session.status": "errored"},
"series": {"count_unique(user)": [0, 1]},
"totals": {"count_unique(user)": 1},
},
{
# user
"by": {"session.status": "healthy"},
"series": {"count_unique(user)": [0, 3]},
"totals": {"count_unique(user)": 3},
},
]
@freeze_time(MOCK_DATETIME)
def test_duration_percentiles(self):
response = self.do_request(
{
"project": [-1],
"statsPeriod": "1d",
"interval": "1d",
"field": [
"avg(session.duration)",
"p50(session.duration)",
"p75(session.duration)",
"p90(session.duration)",
"p95(session.duration)",
"p99(session.duration)",
"max(session.duration)",
],
}
)
assert response.status_code == 200, response.content
expected = self.expected_duration_values
groups = result_sorted(response.data)["groups"]
assert len(groups) == 1, groups
group = groups[0]
assert group["by"] == {}
assert group["totals"] == pytest.approx(expected)
for key, series in group["series"].items():
assert series == pytest.approx([None, expected[key]])
@freeze_time(MOCK_DATETIME)
def test_duration_percentiles_groupby(self):
response = self.do_request(
{
"project": [-1],
"statsPeriod": "1d",
"interval": "1d",
"field": [
"avg(session.duration)",
"p50(session.duration)",
"p75(session.duration)",
"p90(session.duration)",
"p95(session.duration)",
"p99(session.duration)",
"max(session.duration)",
],
"groupBy": "session.status",
}
)
assert response.status_code == 200, response.content
expected = self.expected_duration_values
seen = set() # Make sure all session statuses are listed
for group in result_sorted(response.data)["groups"]:
seen.add(group["by"].get("session.status"))
if group["by"] == {"session.status": "healthy"}:
assert group["totals"] == pytest.approx(expected)
for key, series in group["series"].items():
assert series == pytest.approx([None, expected[key]])
else:
# Everything's none:
assert group["totals"] == {key: None for key in expected}, group["by"]
assert group["series"] == {key: [None, None] for key in expected}
assert seen == {"abnormal", "crashed", "errored", "healthy"}
@freeze_time(MOCK_DATETIME)
def test_snuba_limit_exceeded(self):
# 2 * 4 => only show two groups
with patch("sentry.snuba.sessions_v2.SNUBA_LIMIT", 8), patch(
"sentry.snuba.metrics.query.MAX_POINTS", 8
):
response = self.do_request(
{
"project": [-1],
"statsPeriod": "3d",
"interval": "1d",
# "user" is the first field, but "session" always wins:
"field": ["count_unique(user)", "sum(session)"],
"groupBy": ["project", "release", "environment"],
}
)
assert response.status_code == 200, response.content
assert result_sorted(response.data)["groups"] == [
{
"by": {
"release": "foo@1.0.0",
"environment": "production",
"project": self.project1.id,
},
"totals": {"sum(session)": 3, "count_unique(user)": 0},
"series": {"sum(session)": [0, 0, 0, 3], "count_unique(user)": [0, 0, 0, 0]},
},
{
"by": {
"release": "foo@1.0.0",
"environment": "production",
"project": self.project3.id,
},
"totals": {"sum(session)": 2, "count_unique(user)": 1},
"series": {"sum(session)": [0, 0, 0, 2], "count_unique(user)": [0, 0, 0, 1]},
},
]
@freeze_time(MOCK_DATETIME)
def test_snuba_limit_exceeded_groupby_status(self):
"""Get consistent result when grouping by status"""