def test_set_is_identified(self) -> None:
distinct_id = "777"
Person.objects.create(team_id=self.team.pk, distinct_ids=[distinct_id])
person_before_event = get_person_by_distinct_id(team_id=self.team.pk, distinct_id=distinct_id)
self.assertFalse(person_before_event["is_identified"])
process_event(
distinct_id,
"",
"",
{"event": "$identify", "properties": {},},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
process_event_ee(
distinct_id,
"",
"",
{"event": "$identify", "properties": {},},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
# Assume that clickhouse has done replacement
ch_client.execute("OPTIMIZE TABLE person")
person_after_event = get_person_by_distinct_id(team_id=self.team.pk, distinct_id=distinct_id)
self.assertTrue(person_after_event["is_identified"])
def test_capture_no_sent_at(self) -> None:
self._create_user("james")
create_person(team_id=self.team.pk, distinct_ids=["asdfasdfasdf"])
right_now = now()
tomorrow = right_now + timedelta(days=1, hours=2)
# event sent_at 10 minutes after timestamp
process_event_ee(
"movie played",
"",
"",
{
"event": "$pageview",
"timestamp": tomorrow.isoformat(),
"properties": {"distinct_id": "asdfasdfasdf", "token": self.team.api_token,},
},
self.team.pk,
right_now.isoformat(),
None,
)
events = get_events()
returned_time = datetime.strptime(events[0]["timestamp"], "%Y-%m-%dT%H:%M:%S.%f%z")
difference = abs((tomorrow - returned_time).seconds)
self.assertLess(difference, 1)
def test_long_htext(self) -> None:
process_event(
"new_distinct_id",
"",
"",
{
"event": "$autocapture",
"properties": {
"distinct_id":
"new_distinct_id",
"token":
self.team.api_token,
"$elements": [
{
"tag_name": "a",
"$el_text": "a" * 2050,
"attr__href": "a" * 2050,
"nth_child": 1,
"nth_of_type": 2,
"attr__class": "btn btn-sm",
},
],
},
},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
process_event_ee(
"new_distinct_id",
"",
"",
{
"event": "$autocapture",
"properties": {
"distinct_id":
"new_distinct_id",
"token":
self.team.api_token,
"$elements": [
{
"tag_name": "a",
"$el_text": "a" * 2050,
"attr__href": "a" * 2050,
"nth_child": 1,
"nth_of_type": 2,
"attr__class": "btn btn-sm",
},
],
},
},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
events = get_events()
self.assertEqual(len(events[0]["elements"][0]["href"]), 2048)
self.assertEqual(len(events[0]["elements"][0]["text"]), 400)
def test_capture_sent_at(self) -> None:
self._create_user("tim")
create_person(team_id=self.team.pk, distinct_ids=["asdfasdfasdf"])
right_now = now()
tomorrow = right_now + timedelta(days=1, hours=2)
tomorrow_sent_at = right_now + timedelta(days=1, hours=2, minutes=10)
# event sent_at 10 minutes after timestamp
process_event_ee(
"movie played",
"",
"",
{
"event": "$pageview",
"timestamp": tomorrow.isoformat(),
"properties": {"distinct_id": "asdfasdfasdf", "token": self.team.api_token,},
},
self.team.pk,
right_now.isoformat(),
tomorrow_sent_at.isoformat(),
)
events = get_events()
returned_time = datetime.strptime(events[0]["timestamp"], "%Y-%m-%dT%H:%M:%S.%f%z")
event_seconds_before_now = (right_now - returned_time).seconds
# assert that the event is actually recorded 10 minutes before now
self.assertGreater(event_seconds_before_now, 590)
self.assertLess(event_seconds_before_now, 610)
def test_set_is_identified(self) -> None:
distinct_id = "777"
Person.objects.create(team_id=self.team.pk, distinct_ids=[distinct_id])
person_before_event = get_person_by_distinct_id(
team_id=self.team.pk, distinct_id=distinct_id)
self.assertFalse(person_before_event["is_identified"])
process_event(
distinct_id,
"",
"",
{
"event": "$identify",
"properties": {},
},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
process_event_ee(
distinct_id,
"",
"",
{
"event": "$identify",
"properties": {},
},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
person_after_event = get_person_by_distinct_id(team_id=self.team.pk,
distinct_id=distinct_id)
self.assertTrue(person_after_event["is_identified"])
def test_distinct_with_anonymous_id_which_was_already_created(self) -> None:
create_person(team_id=self.team.pk, distinct_ids=["anonymous_id"])
create_person(team_id=self.team.pk, distinct_ids=["new_distinct_id"], properties={"email": "*****@*****.**"})
process_event_ee(
"new_distinct_id",
"",
"",
{
"event": "$identify",
"properties": {
"$anon_distinct_id": "anonymous_id",
"token": self.team.api_token,
"distinct_id": "new_distinct_id",
},
},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
# self.assertEqual(Event.objects.count(), 0)
person = get_person_by_distinct_id(self.team.pk, "new_distinct_id")
distinct_ids = [item["distinct_id"] for item in get_person_distinct_ids(team_id=self.team.pk)]
self.assertEqual(sorted(distinct_ids), sorted(["anonymous_id", "new_distinct_id"]))
self.assertEqual(person["properties"]["email"], "*****@*****.**")
def test_alias_before_person(self) -> None:
process_event_ee(
"new_distinct_id",
"",
"",
{
"event": "$create_alias",
"properties": {
"distinct_id": "new_distinct_id",
"token": self.team.api_token,
"alias": "old_distinct_id",
},
},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
person1 = get_person_by_distinct_id(team_id=self.team.pk, distinct_id="old_distinct_id")
person2 = get_person_by_distinct_id(team_id=self.team.pk, distinct_id="new_distinct_id")
self.assertEqual(person1, person2)
events = get_events()
distinct_ids = [item["distinct_id"] for item in get_person_distinct_ids(team_id=self.team.pk)]
self.assertEqual(len(events), 1)
self.assertEqual(sorted(distinct_ids), sorted(["new_distinct_id", "old_distinct_id"]))
def test_snapshot_event_stored_as_session_recording_event(self) -> None:
process_event_ee(
"some-id",
"",
"",
{
"event": "$snapshot",
"properties": {
"$session_id": "abcf-efg",
"$snapshot_data": {
"timestamp": 123,
}
}
},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
recordings = sync_execute(
"SELECT session_id, distinct_id, snapshot_data FROM session_recording_events",
{})
self.assertEqual(recordings,
[("abcf-efg", "some-id", '{"timestamp": 123}')])
self.assertEqual(len(get_events()), 0)
def test_alias_both_existing(self) -> None:
create_person(distinct_ids=["old_distinct_id"], team_id=self.team.pk)
create_person(distinct_ids=["new_distinct_id"], team_id=self.team.pk)
process_event_ee(
"new_distinct_id",
"",
"",
{
"event": "$create_alias",
"properties": {
"distinct_id": "new_distinct_id",
"token": self.team.api_token,
"alias": "old_distinct_id",
},
},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
events = get_events()
distinct_ids = [item["distinct_id"] for item in get_person_distinct_ids(team_id=self.team.pk)]
self.assertEqual(len(events), 1)
self.assertEqual(sorted(distinct_ids), sorted(["old_distinct_id", "new_distinct_id"]))
def test_capture_no_element(self) -> None:
user = self._create_user("tim")
Person.objects.create(team_id=self.team.pk, distinct_ids=["asdfasdfasdf"])
process_event(
"asdfasdfasdf",
"",
"",
{"event": "$pageview", "properties": {"distinct_id": "asdfasdfasdf", "token": self.team.api_token,},},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
process_event_ee(
"asdfasdfasdf",
"",
"",
{"event": "$pageview", "properties": {"distinct_id": "asdfasdfasdf", "token": self.team.api_token,},},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
distinct_ids = [item["distinct_id"] for item in get_person_distinct_ids(team_id=self.team.pk)]
self.assertEqual(distinct_ids, ["asdfasdfasdf"])
events = get_events()
self.assertEqual(events[0]["event"], "$pageview")
def test_offset_timestamp_no_sent_at(self) -> None:
process_event(
"distinct_id",
"",
"",
{
"offset": 150,
"event": "$autocapture",
"distinct_id": "distinct_id",
},
self.team.pk,
"2020-01-01T12:00:05.200Z",
None,
) # no sent at makes no difference for offset
process_event_ee(
"distinct_id",
"",
"",
{
"offset": 150,
"event": "$autocapture",
"distinct_id": "distinct_id",
},
self.team.pk,
"2020-01-01T12:00:05.200Z",
None,
) # no sent at makes no difference for offset
events = get_events()
returned_time = datetime.strptime(events[0]["timestamp"],
"%Y-%m-%dT%H:%M:%S.%f%z")
self.assertEqual(returned_time.isoformat(),
"2020-01-01T12:00:05.050000+00:00")
def test_alias_merge_properties(self) -> None:
Person.objects.create(
distinct_ids=["old_distinct_id"],
team_id=self.team.pk,
properties={"key_on_both": "old value both", "key_on_old": "old value"},
)
Person.objects.create(
distinct_ids=["new_distinct_id"],
team_id=self.team.pk,
properties={"key_on_both": "new value both", "key_on_new": "new value"},
)
process_event(
"new_distinct_id",
"",
"",
{
"event": "$create_alias",
"properties": {
"distinct_id": "new_distinct_id",
"token": self.team.api_token,
"alias": "old_distinct_id",
},
},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
process_event_ee(
"new_distinct_id",
"",
"",
{
"event": "$create_alias",
"properties": {
"distinct_id": "new_distinct_id",
"token": self.team.api_token,
"alias": "old_distinct_id",
},
},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
events = get_events()
self.assertEqual(len(events), 1)
distinct_ids = [item["distinct_id"] for item in get_person_distinct_ids(team_id=self.team.pk)]
self.assertEqual(sorted(distinct_ids), sorted(["old_distinct_id", "new_distinct_id"]))
# Assume that clickhouse has done replacement
ch_client.execute("OPTIMIZE TABLE person")
persons = get_persons(team_id=self.team.pk)
self.assertEqual(
persons[0]["properties"],
{"key_on_both": "new value both", "key_on_new": "new value", "key_on_old": "old value",},
)
def test_anonymized_ip_capture(self) -> None:
self.team.anonymize_ips = True
self.team.save()
user = self._create_user("tim")
Person.objects.create(team_id=self.team.pk, distinct_ids=["asdfasdfasdf"])
process_event(
"asdfasdfasdf",
"11.12.13.14",
"",
{"event": "$pageview", "properties": {"distinct_id": "asdfasdfasdf", "token": self.team.api_token,},},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
process_event_ee(
"asdfasdfasdf",
"11.12.13.14",
"",
{"event": "$pageview", "properties": {"distinct_id": "asdfasdfasdf", "token": self.team.api_token,},},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
events = get_events()
self.assertNotIn("$ip", events[0]["properties"].keys())
def test_ip_capture(self) -> None:
user = self._create_user("tim")
Person.objects.create(team_id=self.team.pk, distinct_ids=["asdfasdfasdf"])
process_event(
"asdfasdfasdf",
"11.12.13.14",
"",
{"event": "$pageview", "properties": {"distinct_id": "asdfasdfasdf", "token": self.team.api_token,},},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
process_event_ee(
"asdfasdfasdf",
"11.12.13.14",
"",
{"event": "$pageview", "properties": {"distinct_id": "asdfasdfasdf", "token": self.team.api_token,},},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
events = get_events()
self.assertEqual(events[0]["properties"]["$ip"], '"11.12.13.14"')
def test_capture_new_person(self) -> None:
user = self._create_user("tim")
team_id = self.team.pk
# TODO: with self.assertNumQueries(7):
process_event(
2,
"",
"",
{
"event": "$autocapture",
"properties": {
"distinct_id": 2,
"token": self.team.api_token,
"$elements": [
{"tag_name": "a", "nth_child": 1, "nth_of_type": 2, "attr__class": "btn btn-sm",},
{"tag_name": "div", "nth_child": 1, "nth_of_type": 2, "$el_text": "💻",},
],
},
},
team_id,
now().isoformat(),
now().isoformat(),
)
process_event_ee(
2,
"",
"",
{
"event": "$autocapture",
"properties": {
"distinct_id": 2,
"token": self.team.api_token,
"$elements": [
{"tag_name": "a", "nth_child": 1, "nth_of_type": 2, "attr__class": "btn btn-sm",},
{"tag_name": "div", "nth_child": 1, "nth_of_type": 2, "$el_text": "💻",},
],
},
},
team_id,
now().isoformat(),
now().isoformat(),
)
distinct_ids = [item["distinct_id"] for item in get_person_distinct_ids(team_id=self.team.pk)]
self.assertEqual(distinct_ids, ["2"])
events = get_events()
self.assertEqual(events[0]["event"], "$autocapture")
elements = get_elements_by_elements_hash(elements_hash=events[0]["elements_hash"], team_id=team_id)
self.assertEqual(elements[0]["tag_name"], "a")
self.assertEqual(elements[0]["attr_class"], ["btn", "btn-sm"])
self.assertEqual(elements[1]["order"], 1)
self.assertEqual(elements[1]["text"], "💻")
self.assertEqual(events[0]["person"], "2")
def test_distinct_team_leakage(self) -> None:
team2 = Team.objects.create()
Person.objects.create(team_id=team2.pk, distinct_ids=["2"], properties={"email": "*****@*****.**"})
Person.objects.create(team_id=self.team.pk, distinct_ids=["1", "2"])
try:
process_event(
"2",
"",
"",
{
"event": "$identify",
"properties": {"$anon_distinct_id": "1", "token": self.team.api_token, "distinct_id": "2",},
},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
process_event_ee(
"2",
"",
"",
{
"event": "$identify",
"properties": {"$anon_distinct_id": "1", "token": self.team.api_token, "distinct_id": "2",},
},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
except:
pass
ids: Dict[int, Any] = {self.team.pk: [], team2.pk: []}
for pid in get_person_distinct_ids(team_id=self.team.pk):
ids[pid["team_id"]].append(pid["distinct_id"])
for pid in get_person_distinct_ids(team_id=team2.pk):
ids[pid["team_id"]].append(pid["distinct_id"])
self.assertEqual(sorted(ids[self.team.pk]), sorted(["1", "2"]))
self.assertEqual(ids[team2.pk], ["2"])
# Assume that clickhouse has done replacement
ch_client.execute("OPTIMIZE TABLE person")
people1 = get_persons(team_id=self.team.pk)
people2 = get_persons(team_id=team2.pk)
self.assertEqual(len(people1), 1)
self.assertEqual(len(people2), 1)
self.assertEqual(people1[0]["team_id"], self.team.pk)
self.assertEqual(people1[0]["properties"], {})
self.assertEqual(people2[0]["team_id"], team2.pk)
self.assertEqual(people2[0]["properties"], {"email": "*****@*****.**"})
def test_distinct_with_anonymous_id(self) -> None:
create_person(team_id=self.team.pk, distinct_ids=["anonymous_id"])
process_event_ee(
"new_distinct_id",
"",
"",
{
"event": "$identify",
"properties": {
"$anon_distinct_id": "anonymous_id",
"token": self.team.api_token,
"distinct_id": "new_distinct_id",
},
},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
events = get_events()
distinct_ids = [item["distinct_id"] for item in get_person_distinct_ids(team_id=self.team.pk)]
self.assertEqual(len(events), 1)
self.assertEqual(sorted(distinct_ids), sorted(["anonymous_id", "new_distinct_id"]))
# check no errors as this call can happen multiple times
process_event_ee(
"new_distinct_id",
"",
"",
{
"event": "$identify",
"properties": {
"$anon_distinct_id": "anonymous_id",
"token": self.team.api_token,
"distinct_id": "new_distinct_id",
},
},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
def test_distinct_team_leakage(self) -> None:
team2 = Team.objects.create()
create_person(team_id=team2.pk, distinct_ids=["2"], properties={"email": "*****@*****.**"})
create_person(team_id=self.team.pk, distinct_ids=["1", "2"])
try:
process_event_ee(
"2",
"",
"",
{
"event": "$identify",
"properties": {"$anon_distinct_id": "1", "token": self.team.api_token, "distinct_id": "2",},
},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
except:
pass
ids = {self.team.pk: [], team2.pk: []}
for pid in get_person_distinct_ids(team_id=self.team.pk):
ids[pid["team_id"]].append(pid["distinct_id"])
for pid in get_person_distinct_ids(team_id=team2.pk):
ids[pid["team_id"]].append(pid["distinct_id"])
self.assertEqual(sorted(ids[self.team.pk]), sorted(["1", "2"]))
self.assertEqual(ids[team2.pk], ["2"])
people1 = get_persons(team_id=self.team.pk)
people2 = get_persons(team_id=team2.pk)
self.assertEqual(len(people1), 1)
self.assertEqual(len(people2), 1)
self.assertEqual(people1[0]["team_id"], self.team.pk)
self.assertEqual(people1[0]["properties"], {})
self.assertEqual(people2[0]["team_id"], team2.pk)
self.assertEqual(people2[0]["properties"], {"email": "*****@*****.**"})
def test_alias_merge_properties(self) -> None:
create_person(
distinct_ids=["old_distinct_id"],
team_id=self.team.pk,
properties={"key_on_both": "old value both", "key_on_old": "old value"},
)
create_person(
distinct_ids=["new_distinct_id"],
team_id=self.team.pk,
properties={"key_on_both": "new value both", "key_on_new": "new value"},
)
process_event_ee(
"new_distinct_id",
"",
"",
{
"event": "$create_alias",
"properties": {
"distinct_id": "new_distinct_id",
"token": self.team.api_token,
"alias": "old_distinct_id",
},
},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
events = get_events()
self.assertEqual(len(events), 1)
distinct_ids = [item["distinct_id"] for item in get_person_distinct_ids(team_id=self.team.pk)]
self.assertEqual(sorted(distinct_ids), sorted(["old_distinct_id", "new_distinct_id"]))
persons = get_persons(team_id=self.team.pk)
self.assertEqual(
persons[0]["properties"],
{"key_on_both": "new value both", "key_on_new": "new value", "key_on_old": "old value",},
)
def _process_event_ee(
distinct_id: str, ip: str, site_url: str, data: dict, team_id: int, now: str, sent_at: Optional[str],
) -> None:
return process_event_ee(
distinct_id=distinct_id,
ip=ip,
site_url=site_url,
data=data,
team_id=team_id,
now=parser.isoparse(now),
sent_at=parser.isoparse(sent_at) if sent_at else None,
)
def test_ip_override(self) -> None:
user = self._create_user("tim")
Person.objects.create(team=self.team, distinct_ids=["asdfasdfasdf"])
process_event_ee(
"asdfasdfasdf",
"11.12.13.14",
"",
{
"event": "$pageview",
"properties": {
"$ip": "1.0.0.1",
"distinct_id": "asdfasdfasdf",
"token": self.team.api_token,
},
},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
event = get_events()[0]
self.assertEqual(event["properties"]["$ip"], "1.0.0.1")
def get_event(request):
timer = statsd.Timer("%s_posthog_cloud" % (settings.STATSD_PREFIX, ))
timer.start()
now = timezone.now()
try:
data_from_request = load_data_from_request(request)
data = data_from_request["data"]
except TypeError:
return cors_response(
request,
JsonResponse(
{
"code":
"validation",
"message":
"Malformed request data. Make sure you're sending valid JSON.",
},
status=400,
),
)
if not data:
return cors_response(
request,
JsonResponse(
{
"code":
"validation",
"message":
"No data found. Make sure to use a POST request when sending the payload in the body of the request.",
},
status=400,
),
)
sent_at = _get_sent_at(data, request)
token = _get_token(data, request)
if not token:
return cors_response(
request,
JsonResponse(
{
"code":
"validation",
"message":
"API key not provided. You can find your project API key in PostHog project settings.",
},
status=401,
),
)
team = Team.objects.get_team_from_token(token)
if team is None:
try:
project_id = _get_project_id(data, request)
except:
return cors_response(
request,
JsonResponse(
{
"code": "validation",
"message": "Invalid project ID.",
},
status=400,
),
)
if not project_id:
return cors_response(
request,
JsonResponse(
{
"code":
"validation",
"message":
"Project API key invalid. You can find your project API key in PostHog project settings.",
},
status=401,
),
)
user = User.objects.get_from_personal_api_key(token)
if user is None:
return cors_response(
request,
JsonResponse(
{
"code": "validation",
"message": "Personal API key invalid.",
},
status=401,
),
)
team = user.teams.get(id=project_id)
if isinstance(data, dict):
if data.get("batch"): # posthog-python and posthog-ruby
data = data["batch"]
assert data is not None
elif "engage" in request.path_info: # JS identify call
data["event"] = "$identify" # make sure it has an event name
if isinstance(data, list):
events = data
else:
events = [data]
for event in events:
try:
distinct_id = _get_distinct_id(event)
except KeyError:
return cors_response(
request,
JsonResponse(
{
"code": "validation",
"message":
"You need to set user distinct ID field `distinct_id`.",
"item": event,
},
status=400,
),
)
if not event.get("event"):
return cors_response(
request,
JsonResponse(
{
"code": "validation",
"message": "You need to set event name field `event`.",
"item": event,
},
status=400,
),
)
if not event.get("properties"):
event["properties"] = {}
_ensure_web_feature_flags_in_properties(event, team, distinct_id)
event_uuid = UUIDT()
if is_ee_enabled():
log_topics = [KAFKA_EVENTS_WAL]
if settings.PLUGIN_SERVER_INGESTION:
log_topics.append(KAFKA_EVENTS_PLUGIN_INGESTION)
statsd.Counter("%s_posthog_cloud_plugin_server_ingestion" %
(settings.STATSD_PREFIX, )).increment()
log_event(
distinct_id=distinct_id,
ip=get_ip_address(request),
site_url=request.build_absolute_uri("/")[:-1],
data=event,
team_id=team.id,
now=now,
sent_at=sent_at,
event_uuid=event_uuid,
topics=log_topics,
)
# must done after logging because process_event_ee modifies the event, e.g. by removing $elements
if not settings.PLUGIN_SERVER_INGESTION:
process_event_ee(
distinct_id=distinct_id,
ip=get_ip_address(request),
site_url=request.build_absolute_uri("/")[:-1],
data=event,
team_id=team.id,
now=now,
sent_at=sent_at,
event_uuid=event_uuid,
)
else:
task_name = "posthog.tasks.process_event.process_event"
if settings.PLUGIN_SERVER_INGESTION or team.plugins_opt_in:
task_name += "_with_plugins"
celery_queue = settings.PLUGINS_CELERY_QUEUE
else:
celery_queue = settings.CELERY_DEFAULT_QUEUE
celery_app.send_task(
name=task_name,
queue=celery_queue,
args=[
distinct_id,
get_ip_address(request),
request.build_absolute_uri("/")[:-1],
event,
team.id,
now.isoformat(),
sent_at,
],
)
timer.stop("event_endpoint")
return cors_response(request, JsonResponse({"status": 1}))
def get_event(request):
timer = statsd.Timer("%s_posthog_cloud" % (settings.STATSD_PREFIX,))
timer.start()
now = timezone.now()
try:
data = load_data_from_request(request)
except RequestParsingError as error:
capture_exception(error) # We still capture this on Sentry to identify actual potential bugs
return cors_response(
request, generate_exception_response(f"Malformed request data: {error}", code="invalid_payload"),
)
if not data:
return cors_response(
request,
generate_exception_response(
"No data found. Make sure to use a POST request when sending the payload in the body of the request.",
code="no_data",
),
)
sent_at = _get_sent_at(data, request)
token = _get_token(data, request)
if not token:
return cors_response(
request,
generate_exception_response(
"API key not provided. You can find your project API key in PostHog project settings.",
type="authentication_error",
code="missing_api_key",
status_code=status.HTTP_401_UNAUTHORIZED,
),
)
team = Team.objects.get_team_from_token(token)
if team is None:
try:
project_id = _get_project_id(data, request)
except ValueError:
return cors_response(
request, generate_exception_response("Invalid Project ID.", code="invalid_project", attr="project_id"),
)
if not project_id:
return cors_response(
request,
generate_exception_response(
"Project API key invalid. You can find your project API key in PostHog project settings.",
type="authentication_error",
code="invalid_api_key",
status_code=status.HTTP_401_UNAUTHORIZED,
),
)
user = User.objects.get_from_personal_api_key(token)
if user is None:
return cors_response(
request,
generate_exception_response(
"Invalid Personal API key.",
type="authentication_error",
code="invalid_personal_api_key",
status_code=status.HTTP_401_UNAUTHORIZED,
),
)
team = user.teams.get(id=project_id)
if isinstance(data, dict):
if data.get("batch"): # posthog-python and posthog-ruby
data = data["batch"]
assert data is not None
elif "engage" in request.path_info: # JS identify call
data["event"] = "$identify" # make sure it has an event name
if isinstance(data, list):
events = data
else:
events = [data]
try:
events = preprocess_session_recording_events(events)
except ValueError as e:
return cors_response(request, generate_exception_response(f"Invalid payload: {e}", code="invalid_payload"))
for event in events:
try:
distinct_id = _get_distinct_id(event)
except KeyError:
return cors_response(
request,
generate_exception_response(
"You need to set user distinct ID field `distinct_id`.", code="required", attr="distinct_id"
),
)
if not event.get("event"):
return cors_response(
request,
generate_exception_response(
"You need to set user event name, field `event`.", code="required", attr="event"
),
)
if not event.get("properties"):
event["properties"] = {}
_ensure_web_feature_flags_in_properties(event, team, distinct_id)
event_uuid = UUIDT()
ip = None if team.anonymize_ips else get_ip_address(request)
if is_ee_enabled():
log_topics = [KAFKA_EVENTS_WAL]
if settings.PLUGIN_SERVER_INGESTION:
log_topics.append(KAFKA_EVENTS_PLUGIN_INGESTION)
statsd.Counter("%s_posthog_cloud_plugin_server_ingestion" % (settings.STATSD_PREFIX,)).increment()
log_event(
distinct_id=distinct_id,
ip=ip,
site_url=request.build_absolute_uri("/")[:-1],
data=event,
team_id=team.id,
now=now,
sent_at=sent_at,
event_uuid=event_uuid,
topics=log_topics,
)
# must done after logging because process_event_ee modifies the event, e.g. by removing $elements
if not settings.PLUGIN_SERVER_INGESTION:
process_event_ee(
distinct_id=distinct_id,
ip=ip,
site_url=request.build_absolute_uri("/")[:-1],
data=event,
team_id=team.id,
now=now,
sent_at=sent_at,
event_uuid=event_uuid,
)
else:
task_name = "posthog.tasks.process_event.process_event_with_plugins"
celery_queue = settings.PLUGINS_CELERY_QUEUE
celery_app.send_task(
name=task_name,
queue=celery_queue,
args=[distinct_id, ip, request.build_absolute_uri("/")[:-1], event, team.id, now.isoformat(), sent_at,],
)
timer.stop("event_endpoint")
return cors_response(request, JsonResponse({"status": 1}))
def get_event(request):
timer = statsd.Timer("%s_posthog_cloud" % (settings.STATSD_PREFIX,))
timer.start()
now = timezone.now()
try:
data_from_request = load_data_from_request(request)
data = data_from_request["data"]
except TypeError:
return cors_response(
request,
JsonResponse(
{"code": "validation", "message": "Malformed request data. Make sure you're sending valid JSON.",},
status=400,
),
)
if not data:
return cors_response(
request,
JsonResponse(
{
"code": "validation",
"message": "No data found. Make sure to use a POST request when sending the payload in the body of the request.",
},
status=400,
),
)
sent_at = _get_sent_at(data, request)
token = _get_token(data, request)
if not token:
return cors_response(
request,
JsonResponse(
{
"code": "validation",
"message": "API key not provided. You can find your project API key in PostHog project settings.",
},
status=400,
),
)
team = Team.objects.get_team_from_token(token)
if team is None:
try:
project_id = _get_project_id(data, request)
except:
return cors_response(
request, JsonResponse({"code": "validation", "message": "Invalid project ID.",}, status=400,),
)
if not project_id:
return cors_response(
request,
JsonResponse(
{
"code": "validation",
"message": "Project API key invalid. You can find your project API key in PostHog project settings.",
},
status=400,
),
)
user = User.objects.get_from_personal_api_key(token)
if user is None:
return cors_response(
request, JsonResponse({"code": "validation", "message": "Personal API key invalid.",}, status=400,),
)
team = user.teams.get(id=project_id)
if isinstance(data, dict):
if data.get("batch"): # posthog-python and posthog-ruby
data = data["batch"]
assert data is not None
elif "engage" in request.path_info: # JS identify call
data["event"] = "$identify" # make sure it has an event name
if isinstance(data, list):
events = data
else:
events = [data]
for event in events:
try:
distinct_id = _get_distinct_id(event)
except KeyError:
return cors_response(
request,
JsonResponse(
{
"code": "validation",
"message": "You need to set user distinct ID field `distinct_id`.",
"item": event,
},
status=400,
),
)
if "event" not in event:
return cors_response(
request,
JsonResponse(
{"code": "validation", "message": "You need to set event name field `event`.", "item": event,},
status=400,
),
)
if is_ee_enabled():
process_event_ee(
distinct_id=distinct_id,
ip=get_ip_address(request),
site_url=request.build_absolute_uri("/")[:-1],
data=event,
team_id=team.id,
now=now,
sent_at=sent_at,
)
else:
task_name = "posthog.tasks.process_event.process_event"
celery_queue = settings.CELERY_DEFAULT_QUEUE
if team.plugins_opt_in:
task_name += "_with_plugins"
celery_queue = settings.PLUGINS_CELERY_QUEUE
celery_app.send_task(
name=task_name,
queue=celery_queue,
args=[
distinct_id,
get_ip_address(request),
request.build_absolute_uri("/")[:-1],
event,
team.id,
now.isoformat(),
sent_at,
],
)
if is_ee_enabled() and settings.LOG_TO_WAL:
# log the event to kafka write ahead log for processing
log_event(
distinct_id=distinct_id,
ip=get_ip_address(request),
site_url=request.build_absolute_uri("/")[:-1],
data=event,
team_id=team.id,
now=now,
sent_at=sent_at,
)
timer.stop("event_endpoint")
return cors_response(request, JsonResponse({"status": 1}))
def test_alias_merge_properties(self) -> None:
with freeze_time("2020-01-04T13:01:01Z"):
Person.objects.create(
distinct_ids=["old_distinct_id"],
team_id=self.team.pk,
properties={
"key_on_both": "old value both",
"key_on_old": "old value"
},
)
Person.objects.create(
distinct_ids=["new_distinct_id"],
team_id=self.team.pk,
properties={
"key_on_both": "new value both",
"key_on_new": "new value"
},
)
with freeze_time("2020-01-04T16:01:01Z"):
process_event(
"new_distinct_id",
"",
"",
{
"event": "$create_alias",
"properties": {
"distinct_id": "new_distinct_id",
"token": self.team.api_token,
"alias": "old_distinct_id",
},
},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
process_event_ee(
"new_distinct_id",
"",
"",
{
"event": "$create_alias",
"properties": {
"distinct_id": "new_distinct_id",
"token": self.team.api_token,
"alias": "old_distinct_id",
},
},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
events = get_events()
self.assertEqual(len(events), 1)
distinct_ids = [
item["distinct_id"]
for item in get_person_distinct_ids(team_id=self.team.pk)
]
self.assertEqual(sorted(distinct_ids),
sorted(["old_distinct_id", "new_distinct_id"]))
ch_client.execute("OPTIMIZE TABLE person")
ch_client.execute("OPTIMIZE TABLE persons_up_to_date")
persons = get_persons(team_id=self.team.pk)
self.assertEqual(
persons[0]["properties"],
{
"key_on_both": "new value both",
"key_on_new": "new value",
"key_on_old": "old value",
},
)
def test_alias_twice(self) -> None:
Person.objects.create(team_id=self.team.pk,
distinct_ids=["old_distinct_id"])
process_event(
"new_distinct_id",
"",
"",
{
"event": "$create_alias",
"properties": {
"distinct_id": "new_distinct_id",
"token": self.team.api_token,
"alias": "old_distinct_id",
},
},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
process_event_ee(
"new_distinct_id",
"",
"",
{
"event": "$create_alias",
"properties": {
"distinct_id": "new_distinct_id",
"token": self.team.api_token,
"alias": "old_distinct_id",
},
},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
Person.objects.create(team_id=self.team.pk,
distinct_ids=["old_distinct_id_2"])
process_event(
"new_distinct_id",
"",
"",
{
"event": "$create_alias",
"properties": {
"distinct_id": "new_distinct_id",
"token": self.team.api_token,
"alias": "old_distinct_id_2",
},
},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
process_event_ee(
"new_distinct_id",
"",
"",
{
"event": "$create_alias",
"properties": {
"distinct_id": "new_distinct_id",
"token": self.team.api_token,
"alias": "old_distinct_id_2",
},
},
self.team.pk,
now().isoformat(),
now().isoformat(),
)
distinct_ids = [
item["distinct_id"]
for item in get_person_distinct_ids(team_id=self.team.pk)
]
events = get_events()
self.assertEqual(len(events), 2)
self.assertEqual(
sorted(distinct_ids),
sorted(["old_distinct_id", "new_distinct_id",
"old_distinct_id_2"]),
)