async def test_simple_counter_type():
simple = fondat.monitoring.SimpleMonitor()
_type = "counter"
simple.track("test", _type, _tags, 60, 60)
await simple.record(
Measurement(_tags, _dt("2018-12-01T00:00:00Z"), _type, 1))
await simple.record(
Measurement(_tags, _dt("2018-12-01T00:00:10.100000Z"), _type, 2))
await simple.record(
Measurement(_tags, _dt("2018-12-01T00:00:20.200000Z"), _type, 3))
await simple.record(
Measurement(_tags, _dt("2018-12-01T00:00:30.300000Z"), _type, 4))
await simple.record(
Measurement(_tags, _dt("2018-12-01T00:00:59.999999Z"), _type, 5))
await simple.record(
Measurement(_tags, _dt("2018-12-01T00:01:01Z"), _type, 10))
await simple.record(
Measurement(_tags, _dt("2018-12-01T00:01:02Z"), _type, 20))
await simple.record(
Measurement(_tags, _dt("2018-12-01T00:01:03Z"), _type, 30))
await simple.record(
Measurement(_tags, _dt("2018-12-01T00:01:04Z"), _type, 40))
await simple.record(
Measurement(_tags, _dt("2018-12-01T00:01:05Z"), _type, 50))
series = simple.series["test"]
assert series.type == _type
data = series.data
assert len(data) == 2
dp = data[0]
assert dp.timestamp == _dt("2018-12-01T00:00:00Z")
assert dp.value == 5
dp = data[1]
assert dp.timestamp == _dt("2018-12-01T00:01:00Z")
assert dp.value == 50
async def test_simple_absolute_type():
simple = fondat.monitoring.SimpleMonitor()
_type = "absolute"
simple.track("test", _type, _tags, 60, 60)
await simple.record(
Measurement(_tags, _dt("2018-12-01T00:00:00Z"), _type, 1))
await simple.record(
Measurement(_tags, _dt("2018-12-01T00:00:01Z"), _type, 2))
await simple.record(
Measurement(_tags, _dt("2018-12-01T00:00:02Z"), _type, 3))
await simple.record(
Measurement(_tags, _dt("2018-12-01T00:00:03Z"), _type, 4))
await simple.record(
Measurement(_tags, _dt("2018-12-01T00:00:04Z"), _type, 5))
await simple.record(
Measurement(_tags, _dt("2018-12-01T00:01:55Z"), _type, 10))
await simple.record(
Measurement(_tags, _dt("2018-12-01T00:01:56Z"), _type, 20))
await simple.record(
Measurement(_tags, _dt("2018-12-01T00:01:57Z"), _type, 30))
await simple.record(
Measurement(_tags, _dt("2018-12-01T00:01:58Z"), _type, 40))
await simple.record(
Measurement(_tags, _dt("2018-12-01T00:01:59Z"), _type, 50))
series = simple.series["test"]
assert series.type == _type
data = series.data
assert len(data) == 2
dp = data[0]
assert dp.timestamp == _dt("2018-12-01T00:00:00Z")
assert dp.value == 15
dp = data[1]
assert dp.timestamp == _dt("2018-12-01T00:01:00Z")
assert dp.value == 150
async def test_deque_pop_all():
m1 = fondat.monitoring.DequeMonitor()
m2 = fondat.monitoring.DequeMonitor()
await m1.record(
Measurement(_tags, _dt("2018-12-01T00:00:01Z"), "absolute", 1))
await m1.record(
Measurement(_tags, _dt("2018-12-01T00:00:02Z"), "absolute", 2))
await m1.pop(m2)
assert list(m2.deque) == [
Measurement(_tags, _dt("2018-12-01T00:00:01Z"), "absolute", 1),
Measurement(_tags, _dt("2018-12-01T00:00:02Z"), "absolute", 2),
]
async def test_deque_truncate():
monitor = fondat.monitoring.DequeMonitor(size=2)
# should be truncated
await monitor.record(
Measurement(_tags, _dt("2018-12-01T00:00:00Z"), "absolute", 1))
await monitor.record(
Measurement(_tags, _dt("2018-12-01T00:00:01Z"), "absolute", 2))
await monitor.record(
Measurement(_tags, _dt("2018-12-01T00:00:02Z"), "absolute", 3))
assert list(monitor.deque) == [
Measurement(_tags, _dt("2018-12-01T00:00:01Z"), "absolute", 2),
Measurement(_tags, _dt("2018-12-01T00:00:02Z"), "absolute", 3),
]
async def test_simple_backdate_preserve_order():
simple = fondat.monitoring.SimpleMonitor()
_type = "absolute"
simple.track("test", _type, _tags, 60, 60)
await simple.record(
Measurement(_tags, _dt("2018-12-01T00:01:00Z"), _type, 1))
await simple.record(
Measurement(_tags, _dt("2018-12-01T00:00:00Z"), _type, 2))
series = simple.series["test"]
assert series.type == _type
data = series.data
assert len(data) == 2
assert data[0].timestamp == _dt("2018-12-01T00:00:00Z")
async def test_simple_type_future_error():
simple = fondat.monitoring.SimpleMonitor()
simple.track("test", "absolute", _tags, 60, 60)
with pytest.raises(ValueError):
await simple.record(
Measurement(_tags,
_now() + timedelta(seconds=1), "absolute", 1))
async def test_simple_pattern_match():
simple = fondat.monitoring.SimpleMonitor()
_type = "absolute"
simple.track("test", _type, {"name": "foo\\..+"}, 60, 60)
await simple.record(
Measurement({"name": "foo.bar"}, _dt("2018-12-01T00:01:00Z"), _type,
1))
await simple.record(
Measurement({"name": "foo"}, _dt("2018-12-01T00:02:00Z"), _type, 1))
await simple.record(
Measurement({"name": "foo."}, _dt("2018-12-01T00:03:00Z"), _type, 1))
await simple.record(
Measurement({"name": "qux.bar"}, _dt("2018-12-01T00:04:00Z"), _type,
2))
data = simple.series["test"].data
assert len(data) == 1
async def test_simple_untracked_tag_ignore():
simple = fondat.monitoring.SimpleMonitor()
_type = "absolute"
simple.track("test", _type, _tags, 60, 60)
await simple.record(
Measurement({"another": "tag"}, _dt("2018-12-01T00:00:00Z"), _type, 1))
assert len(simple.series["test"].data) == 0
async def test_simple_truncation():
simple = fondat.monitoring.SimpleMonitor()
_type = "absolute"
simple.track("test", _type, _tags, 3, 60)
start = _dt("2018-12-01T00:00:00Z")
await simple.record(
Measurement(_tags, _dt("2018-12-01T00:00:00Z"), _type, 1))
await simple.record(
Measurement(_tags, _dt("2018-12-01T00:01:00Z"), _type, 2))
await simple.record(
Measurement(_tags, _dt("2018-12-01T00:02:00Z"), _type, 3))
await simple.record(
Measurement(_tags, _dt("2018-12-01T00:03:00Z"), _type, 4))
data = simple.series["test"].data
assert len(data) == 3
assert data[0].timestamp == _dt("2018-12-01T00:01:00Z")
async def test_monitors():
monitors = fondat.monitoring.Monitors()
m1 = fondat.monitoring.DequeMonitor()
m2 = fondat.monitoring.DequeMonitor()
monitors["m1"] = m1
monitors["m2"] = m2
await monitors.record(
Measurement(_tags, _dt("2018-12-01T00:00:01Z"), "absolute", 1))
assert len(m1.deque) == 1
assert len(m2.deque) == 1
async def test_simple_type_mismatch_error():
simple = fondat.monitoring.SimpleMonitor()
simple.track("test", "absolute", _tags, 60, 60)
with pytest.raises(ValueError):
await simple.record(
Measurement(_tags, _dt("2018-12-01T00:01:00Z"), "gauge", 1))