Although kubectl has the native ability to query on labels, it does not provide the same support for annotations. This is unfortunate, because the need to target deployments and services by annotation is commonplace. You can, however, use the power of jsonpath to find these objects. Below is an example of finding all Services that … Kubernetes: query by annotation with kubectl
There are many tools that utilize json, and when it is relatively simple you can use standard modules or even custom coding to pull out the desired portions. But once these data structures reach a certain level of complexity you really should consider a Python module that implements JSONPath (analogous to xPath for XML). The … Python: Querying JSON files with JSONPath using jsonpath_rw_ext
ElasticSearch very often serves as a repository for monitoring, logging, and business data. As such, integrations with external system are a requirement. The Go programming language with its convenient deployment binary and rich set of packages can easily serve as a bridge between these systems and the ElasticSearch server. We will use the olivere/elastic package for this purpose, it is … ELK: Connecting to ElasticSearch with a Go client
ElasticSearch’s commercial X-Pack has alerting functionality based on ElasticSearch conditions, but there is also a strong open-source contender from Yelp’s Engineering group called ElastAlert. ElastAlert offers developers the ultimate control, with the ability to easily create new rules, alerts, and filters using all the power and libraries of Python.