diff options
Diffstat (limited to 'collectors/python.d.plugin/anomalies')
| -rw-r--r-- | collectors/python.d.plugin/anomalies/README.md | 9 | ||||
| -rw-r--r-- | collectors/python.d.plugin/anomalies/anomalies.chart.py | 3 | ||||
| -rw-r--r-- | collectors/python.d.plugin/anomalies/metrics.csv | 3 |
3 files changed, 8 insertions, 7 deletions
diff --git a/collectors/python.d.plugin/anomalies/README.md b/collectors/python.d.plugin/anomalies/README.md index 7c59275f9..80f505375 100644 --- a/collectors/python.d.plugin/anomalies/README.md +++ b/collectors/python.d.plugin/anomalies/README.md @@ -4,14 +4,13 @@ description: "Use ML-driven anomaly detection to narrow your focus to only affec custom_edit_url: "https://github.com/netdata/netdata/edit/master/collectors/python.d.plugin/anomalies/README.md" sidebar_url: "Anomalies" sidebar_label: "anomalies" -learn_status: "Unpublished" -learn_topic_type: "References" -learn_rel_path: "References/Collectors references/Misc" +learn_status: "Published" +learn_rel_path: "Integrations/Monitor/Anything" --> # Anomaly detection with Netdata -**Note**: Check out the [Netdata Anomaly Advisor](https://github.com/netdata/netdata/blob/master/docs/cloud/insights/anomaly-advisor.mdx) for a more native anomaly detection experience within Netdata. +**Note**: Check out the [Netdata Anomaly Advisor](https://github.com/netdata/netdata/blob/master/docs/cloud/insights/anomaly-advisor.md) for a more native anomaly detection experience within Netdata. This collector uses the Python [PyOD](https://pyod.readthedocs.io/en/latest/index.html) library to perform unsupervised [anomaly detection](https://en.wikipedia.org/wiki/Anomaly_detection) on your Netdata charts and/or dimensions. @@ -84,7 +83,7 @@ sudo ./edit-config python.d/anomalies.conf The default configuration should look something like this. Here you can see each parameter (with sane defaults) and some information about each one and what it does. ```conf -# ---------------------------------------------------------------------- +# - # JOBS (data collection sources) # Pull data from local Netdata node. diff --git a/collectors/python.d.plugin/anomalies/anomalies.chart.py b/collectors/python.d.plugin/anomalies/anomalies.chart.py index 8ca3df682..24e84cc15 100644 --- a/collectors/python.d.plugin/anomalies/anomalies.chart.py +++ b/collectors/python.d.plugin/anomalies/anomalies.chart.py @@ -58,8 +58,7 @@ class Service(SimpleService): self.collected_dims = {'probability': set(), 'anomaly': set()} def check(self): - python_version = float('{}.{}'.format(sys.version_info[0], sys.version_info[1])) - if python_version < 3.6: + if not (sys.version_info[0] >= 3 and sys.version_info[1] >= 6): self.error("anomalies collector only works with Python>=3.6") if len(self.host_charts_dict[self.host]) > 0: _ = get_allmetrics_async(host_charts_dict=self.host_charts_dict, protocol=self.protocol, user=self.username, pwd=self.password) diff --git a/collectors/python.d.plugin/anomalies/metrics.csv b/collectors/python.d.plugin/anomalies/metrics.csv new file mode 100644 index 000000000..847d9d1d9 --- /dev/null +++ b/collectors/python.d.plugin/anomalies/metrics.csv @@ -0,0 +1,3 @@ +metric,scope,dimensions,unit,description,chart_type,labels,plugin,module +anomalies.probability,,a dimension per probability,probability,Anomaly Probability,line,,python.d.plugin,anomalies +anomalies.anomaly,,a dimension per anomaly,count,Anomaly,stacked,,python.d.plugin,anomalies |