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Signed-off-by: Avik Basu <ab93@users.noreply.github.com>
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import json | ||
import unittest | ||
import datetime | ||
from unittest.mock import patch, Mock | ||
import pydruid.query | ||
from pydruid.client import PyDruid | ||
from pydruid.utils.aggregators import doublesum | ||
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from numalogic.connectors._config import Pivot | ||
from numalogic.connectors.druid import DruidFetcher | ||
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def mock_group_by(*_, **__): | ||
"""Mock group by response from druid.""" | ||
result = [ | ||
{ | ||
"version": "v1", | ||
"timestamp": "2023-07-11T01:36:00.000Z", | ||
"event": {"count": 5.0, "ciStatus": "success"}, | ||
}, | ||
{ | ||
"version": "v1", | ||
"timestamp": "2023-07-11T01:37:00.000Z", | ||
"event": {"count": 1.0, "ciStatus": "success"}, | ||
}, | ||
] | ||
query = pydruid.query.Query(query_dict={}, query_type="groupBy") | ||
query.parse(json.dumps(result)) | ||
return query | ||
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class TestDruid(unittest.TestCase): | ||
start = None | ||
end = None | ||
prom = None | ||
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@classmethod | ||
def setUpClass(cls) -> None: | ||
end = datetime.datetime.now() | ||
start = end - datetime.timedelta(hours=36) | ||
cls.start = start.timestamp() | ||
cls.end = end.timestamp() | ||
cls.druid = DruidFetcher(url="http://localhost:8888", endpoint="druid/v2/") | ||
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@patch.object(PyDruid, "groupby", Mock(return_value=mock_group_by())) | ||
def test_fetch_data(self): | ||
_out = self.druid.fetch_data( | ||
filter_keys=["assetId"], | ||
filter_values=["5984175597303660107"], | ||
dimensions=["ciStatus"], | ||
datasource="customer-interaction-metrics", | ||
aggregations={"count": doublesum("count")}, | ||
group_by=["timestamp", "ciStatus"], | ||
hours=36, | ||
pivot=Pivot( | ||
index="timestamp", | ||
columns=["ciStatus"], | ||
value=["count"], | ||
), | ||
) | ||
self.assertEqual(_out.shape, (2, 2)) | ||
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if __name__ == "__main__": | ||
unittest.main() |
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import unittest | ||
from unittest.mock import patch | ||
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from redis.sentinel import Sentinel | ||
import fakeredis | ||
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from numalogic.connectors.redis import get_redis_client | ||
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server = fakeredis.FakeServer() | ||
fake_redis_client = fakeredis.FakeStrictRedis(server=server, decode_responses=True) | ||
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class TestRedisClient(unittest.TestCase): | ||
def test_sentinel_redis_client(self): | ||
with patch.object(Sentinel, "master_for", return_value=fake_redis_client): | ||
r = get_redis_client("hostname", 6379, "pass", "mymaster") | ||
self.assertTrue(r.ping()) |