redash/tests/test_models.py
Arik Fraimovich 3d859ec5f3 Feature: alerts for query results.
This is basic implementation for alerts feature, where you can
define a simple rule on the last query result to send an alert.

As part of the implementation added Flask-Mail to the project,
to send emails. Should be useful to make re:dash more "self aware"
(notify users about potential issues, when queries done executing
and more).
2015-07-22 17:05:31 +03:00

432 lines
18 KiB
Python

#encoding: utf8
import datetime
import json
from unittest import TestCase
import mock
from tests import BaseTestCase
from redash import models
from factories import dashboard_factory, query_factory, data_source_factory, query_result_factory, user_factory, widget_factory
from redash.utils import gen_query_hash, utcnow
class DashboardTest(BaseTestCase):
def test_appends_suffix_to_slug_when_duplicate(self):
d1 = dashboard_factory.create()
self.assertEquals(d1.slug, 'test')
d2 = dashboard_factory.create(user=d1.user)
self.assertNotEquals(d1.slug, d2.slug)
d3 = dashboard_factory.create(user=d1.user)
self.assertNotEquals(d1.slug, d3.slug)
self.assertNotEquals(d2.slug, d3.slug)
class QueryTest(BaseTestCase):
def test_changing_query_text_changes_hash(self):
q = query_factory.create()
old_hash = q.query_hash
models.Query.update_instance(q.id, query="SELECT 2;")
q = models.Query.get_by_id(q.id)
self.assertNotEquals(old_hash, q.query_hash)
def test_search_finds_in_name(self):
q1 = query_factory.create(name=u"Testing seåřċħ")
q2 = query_factory.create(name=u"Testing seåřċħing")
q3 = query_factory.create(name=u"Testing seå řċħ")
queries = models.Query.search(u"seåřċħ")
self.assertIn(q1, queries)
self.assertIn(q2, queries)
self.assertNotIn(q3, queries)
def test_search_finds_in_description(self):
q1 = query_factory.create(description=u"Testing seåřċħ")
q2 = query_factory.create(description=u"Testing seåřċħing")
q3 = query_factory.create(description=u"Testing seå řċħ")
queries = models.Query.search(u"seåřċħ")
self.assertIn(q1, queries)
self.assertIn(q2, queries)
self.assertNotIn(q3, queries)
def test_search_by_id_returns_query(self):
q1 = query_factory.create(description="Testing search")
q2 = query_factory.create(description="Testing searching")
q3 = query_factory.create(description="Testing sea rch")
queries = models.Query.search(str(q3.id))
self.assertIn(q3, queries)
self.assertNotIn(q1, queries)
self.assertNotIn(q2, queries)
def test_save_creates_default_visualization(self):
q = query_factory.create()
self.assertEquals(q.visualizations.count(), 1)
def test_save_updates_updated_at_field(self):
# This should be a test of ModelTimestampsMixin, but it's easier to test in context of existing model... :-\
one_day_ago = datetime.datetime.today() - datetime.timedelta(days=1)
q = query_factory.create(created_at=one_day_ago, updated_at=one_day_ago)
q.save()
self.assertNotEqual(q.updated_at, one_day_ago)
class ShouldScheduleNextTest(TestCase):
def test_interval_schedule_that_needs_reschedule(self):
now = datetime.datetime.now()
two_hours_ago = now - datetime.timedelta(hours=2)
self.assertTrue(models.should_schedule_next(two_hours_ago, now, "3600"))
def test_interval_schedule_that_doesnt_need_reschedule(self):
now = datetime.datetime.now()
half_an_hour_ago = now - datetime.timedelta(minutes=30)
self.assertFalse(models.should_schedule_next(half_an_hour_ago, now, "3600"))
def test_exact_time_that_needs_reschedule(self):
now = datetime.datetime.now()
yesterday = now - datetime.timedelta(days=1)
schedule = "{:02d}:00".format(now.hour - 3)
self.assertTrue(models.should_schedule_next(yesterday, now, schedule))
def test_exact_time_that_doesnt_need_reschedule(self):
now = datetime.datetime.now()
yesterday = (now - datetime.timedelta(days=1)).replace(hour=now.hour+3, minute=now.minute+1)
schedule = "{:02d}:00".format(now.hour + 3)
self.assertFalse(models.should_schedule_next(yesterday, now, schedule))
def test_exact_time_with_day_change(self):
now = datetime.datetime.now().replace(hour=0, minute=1)
previous = (now - datetime.timedelta(days=2)).replace(hour=23, minute=59)
schedule = "23:59".format(now.hour + 3)
self.assertTrue(models.should_schedule_next(previous, now, schedule))
class QueryOutdatedQueriesTest(BaseTestCase):
# TODO: this test can be refactored to use mock version of should_schedule_next to simplify it.
def test_outdated_queries_skips_unscheduled_queries(self):
query = query_factory.create(schedule=None)
queries = models.Query.outdated_queries()
self.assertNotIn(query, queries)
def test_outdated_queries_works_with_ttl_based_schedule(self):
two_hours_ago = datetime.datetime.now() - datetime.timedelta(hours=2)
query = query_factory.create(schedule="3600")
query_result = query_result_factory.create(query=query, retrieved_at=two_hours_ago)
query.latest_query_data = query_result
query.save()
queries = models.Query.outdated_queries()
self.assertIn(query, queries)
def test_skips_fresh_queries(self):
half_an_hour_ago = datetime.datetime.now() - datetime.timedelta(minutes=30)
query = query_factory.create(schedule="3600")
query_result = query_result_factory.create(query=query, retrieved_at=half_an_hour_ago)
query.latest_query_data = query_result
query.save()
queries = models.Query.outdated_queries()
self.assertNotIn(query, queries)
def test_outdated_queries_works_with_specific_time_schedule(self):
half_an_hour_ago = utcnow() - datetime.timedelta(minutes=30)
query = query_factory.create(schedule=half_an_hour_ago.strftime('%H:%M'))
query_result = query_result_factory.create(query=query, retrieved_at=half_an_hour_ago-datetime.timedelta(days=1))
query.latest_query_data = query_result
query.save()
queries = models.Query.outdated_queries()
self.assertIn(query, queries)
class QueryArchiveTest(BaseTestCase):
def setUp(self):
super(QueryArchiveTest, self).setUp()
def test_archive_query_sets_flag(self):
query = query_factory.create()
query.archive()
query = models.Query.get_by_id(query.id)
self.assertEquals(query.is_archived, True)
def test_archived_query_doesnt_return_in_all(self):
query = query_factory.create(schedule="1")
yesterday = datetime.datetime.now() - datetime.timedelta(days=1)
query_result, _ = models.QueryResult.store_result(query.data_source.id, query.query_hash, query.query, "1",
123, yesterday)
query.latest_query_data = query_result
query.save()
self.assertIn(query, models.Query.all_queries())
self.assertIn(query, models.Query.outdated_queries())
query.archive()
self.assertNotIn(query, models.Query.all_queries())
self.assertNotIn(query, models.Query.outdated_queries())
def test_removes_associated_widgets_from_dashboards(self):
widget = widget_factory.create()
query = widget.visualization.query
query.archive()
self.assertRaises(models.Widget.DoesNotExist, models.Widget.get_by_id, widget.id)
def test_removes_scheduling(self):
query = query_factory.create(schedule="1")
query.archive()
query = models.Query.get_by_id(query.id)
self.assertEqual(None, query.schedule)
class DataSourceTest(BaseTestCase):
def test_get_schema(self):
return_value = [{'name': 'table', 'columns': []}]
with mock.patch('redash.query_runner.pg.PostgreSQL.get_schema') as patched_get_schema:
patched_get_schema.return_value = return_value
ds = data_source_factory.create()
schema = ds.get_schema()
self.assertEqual(return_value, schema)
def test_get_schema_uses_cache(self):
return_value = [{'name': 'table', 'columns': []}]
with mock.patch('redash.query_runner.pg.PostgreSQL.get_schema') as patched_get_schema:
patched_get_schema.return_value = return_value
ds = data_source_factory.create()
ds.get_schema()
schema = ds.get_schema()
self.assertEqual(return_value, schema)
self.assertEqual(patched_get_schema.call_count, 1)
def test_get_schema_skips_cache_with_refresh_true(self):
return_value = [{'name': 'table', 'columns': []}]
with mock.patch('redash.query_runner.pg.PostgreSQL.get_schema') as patched_get_schema:
patched_get_schema.return_value = return_value
ds = data_source_factory.create()
ds.get_schema()
new_return_value = [{'name': 'new_table', 'columns': []}]
patched_get_schema.return_value = new_return_value
schema = ds.get_schema(refresh=True)
self.assertEqual(new_return_value, schema)
self.assertEqual(patched_get_schema.call_count, 2)
class QueryResultTest(BaseTestCase):
def setUp(self):
super(QueryResultTest, self).setUp()
def test_get_latest_returns_none_if_not_found(self):
ds = data_source_factory.create()
found_query_result = models.QueryResult.get_latest(ds, "SELECT 1", 60)
self.assertIsNone(found_query_result)
def test_get_latest_returns_when_found(self):
qr = query_result_factory.create()
found_query_result = models.QueryResult.get_latest(qr.data_source, qr.query, 60)
self.assertEqual(qr, found_query_result)
def test_get_latest_works_with_data_source_id(self):
qr = query_result_factory.create()
found_query_result = models.QueryResult.get_latest(qr.data_source.id, qr.query, 60)
self.assertEqual(qr, found_query_result)
def test_get_latest_doesnt_return_query_from_different_data_source(self):
qr = query_result_factory.create()
data_source = data_source_factory.create()
found_query_result = models.QueryResult.get_latest(data_source, qr.query, 60)
self.assertIsNone(found_query_result)
def test_get_latest_doesnt_return_if_ttl_expired(self):
yesterday = datetime.datetime.now() - datetime.timedelta(days=1)
qr = query_result_factory.create(retrieved_at=yesterday)
found_query_result = models.QueryResult.get_latest(qr.data_source, qr.query, max_age=60)
self.assertIsNone(found_query_result)
def test_get_latest_returns_if_ttl_not_expired(self):
yesterday = datetime.datetime.now() - datetime.timedelta(seconds=30)
qr = query_result_factory.create(retrieved_at=yesterday)
found_query_result = models.QueryResult.get_latest(qr.data_source, qr.query, max_age=120)
self.assertEqual(found_query_result, qr)
def test_get_latest_returns_the_most_recent_result(self):
yesterday = datetime.datetime.now() - datetime.timedelta(seconds=30)
old_qr = query_result_factory.create(retrieved_at=yesterday)
qr = query_result_factory.create()
found_query_result = models.QueryResult.get_latest(qr.data_source, qr.query, 60)
self.assertEqual(found_query_result.id, qr.id)
def test_get_latest_returns_the_last_cached_result_for_negative_ttl(self):
yesterday = datetime.datetime.now() + datetime.timedelta(days=-100)
very_old = query_result_factory.create(retrieved_at=yesterday)
yesterday = datetime.datetime.now() + datetime.timedelta(days=-1)
qr = query_result_factory.create(retrieved_at=yesterday)
found_query_result = models.QueryResult.get_latest(qr.data_source, qr.query, -1)
self.assertEqual(found_query_result.id, qr.id)
class TestUnusedQueryResults(BaseTestCase):
def test_returns_only_unused_query_results(self):
two_weeks_ago = datetime.datetime.now() - datetime.timedelta(days=14)
qr = query_result_factory.create()
query = query_factory.create(latest_query_data=qr)
unused_qr = query_result_factory.create(retrieved_at=two_weeks_ago)
self.assertIn(unused_qr, models.QueryResult.unused())
self.assertNotIn(qr, models.QueryResult.unused())
def test_returns_only_over_a_week_old_results(self):
two_weeks_ago = datetime.datetime.now() - datetime.timedelta(days=14)
unused_qr = query_result_factory.create(retrieved_at=two_weeks_ago)
new_unused_qr = query_result_factory.create()
self.assertIn(unused_qr, models.QueryResult.unused())
self.assertNotIn(new_unused_qr, models.QueryResult.unused())
class TestQueryResultStoreResult(BaseTestCase):
def setUp(self):
super(TestQueryResultStoreResult, self).setUp()
self.data_source = data_source_factory.create()
self.query = "SELECT 1"
self.query_hash = gen_query_hash(self.query)
self.runtime = 123
self.utcnow = utcnow()
self.data = "data"
def test_stores_the_result(self):
query_result, _ = models.QueryResult.store_result(self.data_source.id, self.query_hash, self.query,
self.data, self.runtime, self.utcnow)
self.assertEqual(query_result.data, self.data)
self.assertEqual(query_result.runtime, self.runtime)
self.assertEqual(query_result.retrieved_at, self.utcnow)
self.assertEqual(query_result.query, self.query)
self.assertEqual(query_result.query_hash, self.query_hash)
self.assertEqual(query_result.data_source, self.data_source)
def test_updates_existing_queries(self):
query1 = query_factory.create(query=self.query, data_source=self.data_source)
query2 = query_factory.create(query=self.query, data_source=self.data_source)
query3 = query_factory.create(query=self.query, data_source=self.data_source)
query_result, _ = models.QueryResult.store_result(self.data_source.id, self.query_hash, self.query, self.data,
self.runtime, self.utcnow)
self.assertEqual(models.Query.get_by_id(query1.id)._data['latest_query_data'], query_result.id)
self.assertEqual(models.Query.get_by_id(query2.id)._data['latest_query_data'], query_result.id)
self.assertEqual(models.Query.get_by_id(query3.id)._data['latest_query_data'], query_result.id)
def test_doesnt_update_queries_with_different_hash(self):
query1 = query_factory.create(query=self.query, data_source=self.data_source)
query2 = query_factory.create(query=self.query, data_source=self.data_source)
query3 = query_factory.create(query=self.query + "123", data_source=self.data_source)
query_result, _ = models.QueryResult.store_result(self.data_source.id, self.query_hash, self.query, self.data,
self.runtime, self.utcnow)
self.assertEqual(models.Query.get_by_id(query1.id)._data['latest_query_data'], query_result.id)
self.assertEqual(models.Query.get_by_id(query2.id)._data['latest_query_data'], query_result.id)
self.assertNotEqual(models.Query.get_by_id(query3.id)._data['latest_query_data'], query_result.id)
def test_doesnt_update_queries_with_different_data_source(self):
query1 = query_factory.create(query=self.query, data_source=self.data_source)
query2 = query_factory.create(query=self.query, data_source=self.data_source)
query3 = query_factory.create(query=self.query, data_source=data_source_factory.create())
query_result, _ = models.QueryResult.store_result(self.data_source.id, self.query_hash, self.query, self.data,
self.runtime, self.utcnow)
self.assertEqual(models.Query.get_by_id(query1.id)._data['latest_query_data'], query_result.id)
self.assertEqual(models.Query.get_by_id(query2.id)._data['latest_query_data'], query_result.id)
self.assertNotEqual(models.Query.get_by_id(query3.id)._data['latest_query_data'], query_result.id)
class TestEvents(BaseTestCase):
def raw_event(self):
timestamp = 1411778709.791
user = user_factory.create()
created_at = datetime.datetime.utcfromtimestamp(timestamp)
raw_event = {"action": "view",
"timestamp": timestamp,
"object_type": "dashboard",
"user_id": user.id,
"object_id": 1}
return raw_event, user, created_at
def test_records_event(self):
raw_event, user, created_at = self.raw_event()
event = models.Event.record(raw_event)
self.assertEqual(event.user, user)
self.assertEqual(event.action, "view")
self.assertEqual(event.object_type, "dashboard")
self.assertEqual(event.object_id, 1)
self.assertEqual(event.created_at, created_at)
def test_records_additional_properties(self):
raw_event, _, _ = self.raw_event()
additional_properties = {'test': 1, 'test2': 2, 'whatever': "abc"}
raw_event.update(additional_properties)
event = models.Event.record(raw_event)
self.assertDictEqual(json.loads(event.additional_properties), additional_properties)
class TestWidgetDeleteInstance(BaseTestCase):
def test_delete_removes_from_layout(self):
widget = widget_factory.create()
widget2 = widget_factory.create(dashboard=widget.dashboard)
widget.dashboard.layout = json.dumps([[widget.id, widget2.id]])
widget.dashboard.save()
widget.delete_instance()
self.assertEquals(json.dumps([[widget2.id]]), widget.dashboard.layout)
def test_delete_removes_empty_rows(self):
widget = widget_factory.create()
widget2 = widget_factory.create(dashboard=widget.dashboard)
widget.dashboard.layout = json.dumps([[widget.id, widget2.id]])
widget.dashboard.save()
widget.delete_instance()
widget2.delete_instance()
self.assertEquals("[]", widget.dashboard.layout)