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posthog/ee/api/test/test_capture.py

310 lines
12 KiB
Python

import json
from django.http import HttpResponse
from django.test.client import Client
from kafka.errors import NoBrokersAvailable
from rest_framework import status
from typing import Any, Optional
from unittest.mock import patch
from ee.billing.quota_limiting import QuotaResource
from posthog.settings.data_stores import KAFKA_EVENTS_PLUGIN_INGESTION
from posthog.test.base import APIBaseTest
def mocked_get_ingest_context_from_token(_: Any) -> None:
raise Exception("test exception")
class TestCaptureAPI(APIBaseTest):
def setUp(self):
super().setUp()
self.client = Client()
def _send_event(self, expected_status_code: int = status.HTTP_200_OK) -> HttpResponse:
event_response = self.client.post(
"/e/",
data={
"data": json.dumps(
[
{"event": "beep", "properties": {"distinct_id": "eeee", "token": self.team.api_token}},
{"event": "boop", "properties": {"distinct_id": "aaaa", "token": self.team.api_token}},
]
),
"api_key": self.team.api_token,
},
)
assert event_response.status_code == expected_status_code
return event_response
def _send_session_recording_event(
self,
number_of_events=1,
event_data: Optional[dict] = None,
snapshot_source=3,
snapshot_type=1,
session_id="abc123",
window_id="def456",
distinct_id="ghi789",
timestamp=1658516991883,
expected_status_code: int = status.HTTP_200_OK,
) -> tuple[dict, HttpResponse]:
if event_data is None:
event_data = {}
event = {
"event": "$snapshot",
"properties": {
"$snapshot_data": {
"type": snapshot_type,
"data": {"source": snapshot_source, "data": event_data},
"timestamp": timestamp,
},
"$session_id": session_id,
"$window_id": window_id,
"distinct_id": distinct_id,
},
"offset": 1993,
}
capture_recording_response = self.client.post(
"/s/", data={"data": json.dumps([event for _ in range(number_of_events)]), "api_key": self.team.api_token}
)
assert capture_recording_response.status_code == expected_status_code
return event, capture_recording_response
@patch("posthog.kafka_client.client._KafkaProducer.produce")
def test_produce_to_kafka(self, kafka_produce):
response = self.client.post(
"/track/",
{
"data": json.dumps(
[
{
"event": "event1",
"properties": {
"distinct_id": "id1",
"token": self.team.api_token,
},
},
{
"event": "event2",
"properties": {
"distinct_id": "id2",
"token": self.team.api_token,
},
},
]
),
"api_key": self.team.api_token,
},
)
self.assertEqual(response.status_code, status.HTTP_200_OK)
self.assertEqual(kafka_produce.call_count, 2)
kafka_produce_call1 = kafka_produce.call_args_list[0].kwargs
kafka_produce_call2 = kafka_produce.call_args_list[1].kwargs
# Make sure we're producing to the correct topic
self.assertEqual(kafka_produce_call1["topic"], KAFKA_EVENTS_PLUGIN_INGESTION)
self.assertEqual(kafka_produce_call2["topic"], KAFKA_EVENTS_PLUGIN_INGESTION)
# Make sure we're producing the right data
event1_data = json.loads(kafka_produce_call1["data"]["data"])
event2_data = json.loads(kafka_produce_call2["data"]["data"])
self.assertEqual(event1_data["event"], "event1")
self.assertEqual(event2_data["event"], "event2")
self.assertEqual(event1_data["properties"]["distinct_id"], "id1")
self.assertEqual(event2_data["properties"]["distinct_id"], "id2")
# Make sure we're producing data correctly in the way the plugin server expects
self.assertEqual(type(kafka_produce_call1["data"]["distinct_id"]), str)
self.assertEqual(type(kafka_produce_call2["data"]["distinct_id"]), str)
self.assertIn(type(kafka_produce_call1["data"]["ip"]), [str, type(None)])
self.assertIn(type(kafka_produce_call2["data"]["ip"]), [str, type(None)])
self.assertEqual(type(kafka_produce_call1["data"]["site_url"]), str)
self.assertEqual(type(kafka_produce_call2["data"]["site_url"]), str)
self.assertEqual(type(kafka_produce_call1["data"]["token"]), str)
self.assertEqual(type(kafka_produce_call2["data"]["token"]), str)
self.assertEqual(type(kafka_produce_call1["data"]["sent_at"]), str)
self.assertEqual(type(kafka_produce_call2["data"]["sent_at"]), str)
self.assertEqual(type(event1_data["properties"]), dict)
self.assertEqual(type(event2_data["properties"]), dict)
self.assertEqual(type(kafka_produce_call1["data"]["uuid"]), str)
self.assertEqual(type(kafka_produce_call2["data"]["uuid"]), str)
@patch("posthog.kafka_client.client._KafkaProducer.produce")
def test_capture_event_with_uuid_in_payload(self, kafka_produce):
response = self.client.post(
"/track/",
{
"data": json.dumps(
[
{
"event": "event1",
"uuid": "017d37c1-f285-0000-0e8b-e02d131925dc",
"properties": {
"distinct_id": "id1",
"token": self.team.api_token,
},
}
]
),
"api_key": self.team.api_token,
},
)
self.assertEqual(response.status_code, status.HTTP_200_OK)
kafka_produce_call = kafka_produce.call_args_list[0].kwargs
event_data = json.loads(kafka_produce_call["data"]["data"])
self.assertEqual(event_data["event"], "event1")
self.assertEqual(kafka_produce_call["data"]["uuid"], "017d37c1-f285-0000-0e8b-e02d131925dc")
@patch("posthog.kafka_client.client._KafkaProducer.produce")
def test_kafka_connection_error(self, kafka_produce):
kafka_produce.side_effect = NoBrokersAvailable()
response = self.client.post(
"/capture/",
{
"data": json.dumps(
[
{
"event": "event1",
"properties": {
"distinct_id": "id1",
"token": self.team.api_token,
},
}
]
),
"api_key": self.team.api_token,
},
)
self.assertEqual(response.status_code, status.HTTP_503_SERVICE_UNAVAILABLE)
self.assertEqual(
response.json(),
{
"type": "server_error",
"code": "server_error",
"detail": "Unable to store event. Please try again. If you are the owner of this app you can check the logs for further details.",
"attr": None,
},
)
@patch("posthog.kafka_client.client._KafkaProducer.produce")
def test_partition_key_override(self, kafka_produce):
default_partition_key = f"{self.team.api_token}:id1"
response = self.client.post(
"/capture/",
{
"data": json.dumps(
[
{
"event": "event1",
"properties": {
"distinct_id": "id1",
"token": self.team.api_token,
},
}
]
),
"api_key": self.team.api_token,
},
)
# By default we use (the hash of) <team_id:distinct_id> as the partition key
kafka_produce_call = kafka_produce.call_args_list[0].kwargs
self.assertEqual(
kafka_produce_call["key"],
default_partition_key,
)
# Setting up an override via EVENT_PARTITION_KEYS_TO_OVERRIDE should cause us to pass None
# as the key when producing to Kafka, leading to random partitioning
with self.settings(EVENT_PARTITION_KEYS_TO_OVERRIDE=[default_partition_key]):
response = self.client.post(
"/capture/",
{
"data": json.dumps(
[
{
"event": "event1",
"properties": {
"distinct_id": "id1",
"token": self.team.api_token,
},
}
]
),
"api_key": self.team.api_token,
},
)
self.assertEqual(response.status_code, status.HTTP_200_OK)
kafka_produce_call = kafka_produce.call_args_list[1].kwargs
self.assertEqual(kafka_produce_call["key"], None)
@patch("ee.billing.quota_limiting.list_limited_team_attributes")
@patch("posthog.kafka_client.client._KafkaProducer.produce")
def test_quota_limited_recordings_return_retry_after_header_when_enabled(
self, _kafka_produce, _fake_token_limiting
) -> None:
with self.settings(QUOTA_LIMITING_ENABLED=True, RECORDINGS_QUOTA_LIMITING_RESPONSES_SAMPLE_RATE=1):
def fake_limiter(*args, **kwargs):
return [self.team.api_token] if args[0] == QuotaResource.RECORDINGS else []
_fake_token_limiting.side_effect = fake_limiter
_, response = self._send_session_recording_event()
# it is three hours to midnight
json_data = json.loads(response.content.decode("utf-8"))
assert json_data.get("quota_limited", None) == ["recordings"]
@patch("ee.billing.quota_limiting.list_limited_team_attributes")
@patch("posthog.kafka_client.client._KafkaProducer.produce")
def test_quota_limited_recordings_do_not_return_retry_after_header_when_disabled(
self, _kafka_produce, _fake_token_limiting
) -> None:
with self.settings(QUOTA_LIMITING_ENABLED=True, RECORDINGS_QUOTA_LIMITING_RESPONSES_SAMPLE_RATE=0):
def fake_limiter(*args, **kwargs):
return [self.team.api_token] if args[0] == QuotaResource.RECORDINGS else []
_fake_token_limiting.side_effect = fake_limiter
_, response = self._send_session_recording_event()
# it is three hours to midnight
json_data = json.loads(response.content.decode("utf-8"))
assert "quota_limited" not in json_data
@patch("ee.billing.quota_limiting.list_limited_team_attributes")
@patch("posthog.kafka_client.client._KafkaProducer.produce")
def test_quota_limited_events_do_not_return_retry_after_header(self, _kafka_produce, _fake_token_limiting) -> None:
with self.settings(QUOTA_LIMITING_ENABLED=True):
def fake_limiter(*args, **kwargs):
return [self.team.api_token] if args[0] == QuotaResource.RECORDINGS else []
_fake_token_limiting.side_effect = fake_limiter
response = self._send_event()
json_data = json.loads(response.content.decode("utf-8"))
assert "quota_limited" not in json_data