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| author | Andrew Maguire <andrewm4894@gmail.com> | 2020-12-02 20:45:29 +0000 |
|---|---|---|
| committer | GitHub <noreply@github.com> | 2020-12-02 20:45:29 +0000 |
| commit | 9dda12cf92e847cb86527a1994a9fa5585e9fa8f (patch) | |
| tree | f7f26434439c14a9818f239b48038743806c6c17 /health | |
| parent | 7ec4f48a0acbf1a7e5bdb8b0afb6b74ecd976d40 (diff) | |
Anomalies collector (#10060)
ML based anomaly detection python collector built on top of PyOD.
Diffstat (limited to 'health')
| -rw-r--r-- | health/Makefile.am | 1 | ||||
| -rw-r--r-- | health/health.d/anomalies.conf | 17 |
2 files changed, 18 insertions, 0 deletions
diff --git a/health/Makefile.am b/health/Makefile.am index a69836879c..0802dc750f 100644 --- a/health/Makefile.am +++ b/health/Makefile.am @@ -26,6 +26,7 @@ healthconfigdir=$(libconfigdir)/health.d dist_healthconfig_DATA = \ health.d/adaptec_raid.conf \ health.d/am2320.conf \ + health.d/anomalies.conf \ health.d/apache.conf \ health.d/apcupsd.conf \ health.d/backend.conf \ diff --git a/health/health.d/anomalies.conf b/health/health.d/anomalies.conf new file mode 100644 index 0000000000..a2d248efe7 --- /dev/null +++ b/health/health.d/anomalies.conf @@ -0,0 +1,17 @@ +# raise a warning alarm if an anomaly probability is consistently above 50% + +template: anomaly_probabilities + on: anomalies.probability + lookup: average -2m foreach * + every: 1m + warn: $this > 50 + info: average anomaly probability > 50% for last 2 minutes + +# raise a warning alarm if an anomaly flag is consistently firing + +template: anomaly_flags + on: anomalies.anomaly + lookup: sum -2m foreach * + every: 1m + warn: $this > 10 + info: count of anomalies > 10 for last 2 minutes |