prometheus / prometheus/client_python
Error on ingesting samples that are too old or are too far into the future
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描述
Hi!
Faced strange situation with timestamps.
Briefly:
- If timestamp is taken from
datetime.datetime.now()- everything is ok. - If timestamp is parsed from the date which looks same - I got warning in Prometheus server log about bad datetime and metric is not shown.
Here is code example with comments about which metrics works and which don't:
import datetime
import sys
import time
import pytz
from prometheus_client import (
start_http_server,
)
from prometheus_client.core import (
GaugeMetricFamily,
REGISTRY,
)
class BugDemoMetricsCollector:
def collect(self):
dt_format = '%Y-%m-%d_%H-%M-%S.%f %z'
dt_now = datetime.datetime.now(tz=pytz.timezone('UTC'))
print(dt_now)
# Works
gobj = GaugeMetricFamily('FooMetricGood', '')
gobj.add_metric([], 123, timestamp=dt_now.timestamp())
yield gobj
# Works too
dt_now_str = dt_now.strftime(dt_format)
dt_parsed = datetime.datetime.strptime(dt_now_str, dt_format)
gobj = GaugeMetricFamily('FooMetricGoodToo', '')
gobj.add_metric([], 456, timestamp=dt_parsed.timestamp())
yield gobj
# Does not work, but same date
dt_custom_str = '2021-11-11_18-12-59.000000 +0000'
dt_parsed_from_custom = datetime.datetime.strptime(dt_custom_str, dt_format)
gobj = GaugeMetricFamily('FooMetricNotWorking', '')
gobj.add_metric([], 789987, timestamp=dt_parsed_from_custom.timestamp())
yield gobj
def main():
start_http_server(8080)
REGISTRY.register(BugDemoMetricsCollector())
while True:
time.sleep(1)
if __name__ == '__main__':
sys.exit(main())
Message from Prometheus log about trouble metric:
prometheus-prometheus-1 | ts=2021-11-11T13:41:01.895Z caller=scrape.go:1563 level=warn component="scrape manager" scrape_pool=services target=http://192.168.64.1:8080/metrics msg="Error on ingesting samples that are too old or are too far into the future" num_dropped=1
But date is correct, here is Python code for used date and format:
>>> datetime.datetime.strptime('2021-11-11_18-12-59.000000 +0000', '%Y-%m-%d_%H-%M-%S.%f %z')
datetime.datetime(2021, 11, 11, 18, 12, 59, tzinfo=datetime.timezone.utc)
I've spent more than one day trying to google, read docs and resolve it - no results.
Any help will be very appreciated.
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调研方向
Start by reproducing the supplied BugDemoMetricsCollector example and compare the current timestamp with the hard-coded 2021 timestamp in the scrape output. Inspect the client_python timestamp handling and verify the behavior against Prometheus's ingestion warning; done means the reported discrepancy is explained and a regression test covers the relevant case.
由索引模型根据 Issue 内容生成。
评估
- 技术栈
- prometheus, python
- 领域
- observability
- Issue 类型
- 缺陷
- 难度
- 3/5
- 预计耗时
- 1-2 天
- 活跃度
- 停滞
- 描述清晰度
- 基本清楚
- 新手友好度
- 38/100