baleen
polly
Our great sponsors
| baleen | polly | |
|---|---|---|
| 1 | 1 | |
| 16 | 83 | |
| - | - | |
| 0.0 | 0.0 | |
| 9 months ago | over 2 years ago | |
| Kotlin | CUE | |
| BSD 3-clause "New" or "Revised" License | Apache License 2.0 |
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baleen
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Cue, an open-source data validation language
If you are looking to do data validation from the JVM, you may try Baleen (written in Kotlin): https://github.com/ShopRunner/baleen/
I'm one of the contributors. We created a DSL in the language to describe the data and create tests. You can then use that data description to validate against json, csv, avro... One of the neat things we came up with was the concept of a data trace which is like a stack trace but is a path through the data to a particular error.
polly
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Cue, an open-source data validation language
re: Grafana (i'm the author of the linked issue) - i'm quite excited, i do think there's a world of possibilities here.
Two-way sync with a git repo is one possible path, and we've talked a lot internally at GL about how to best support it. My sense is that we can do it with relatively little friction and likely will - but if you're just syncing with a git repo, there's still a lot of arbitrary, opaque repo layout decisions that still have to be made (how do you map a filesystem position for a dashboard to a position in Grafana? In a way that places the dashboards next to the systems they're intended to observe? With many teams? With many Grafana instances?) which induce new kinds of friction at scale.
Fortunately - and not mutually exclusively with the above - by building the system for schema in CUE, we've made a composable thing that we can make into larger systems. That's what we're starting to do with Polly: https://github.com/pollypkg/polly
Conveniently, my parts of a Grafanaconline talk tomorrow discusses both of these https://grafana.com/go/grafanaconline/2021/dashboards-as-cod... :D
What are some alternatives?
aontu - Unifier
quicktype - Generate types and converters from JSON, Schema, and GraphQL
cuetsy - Experimental CUE->TypeScript exporter
lowdefy - The config web stack for business apps - build internal tools, client portals, web apps, admin panels, dashboards, web sites, and CRUD apps with YAML or JSON.
cue - CUE has moved to https://github.com/cue-lang/cue
vector - A high-performance observability data pipeline.
cuetorials.com - Learn you some CUE for a great good!
mgmt - Next generation distributed, event-driven, parallel config management!