Singer is an open source tool that helps bring order to the messy world of custom ETL scripts. Singer allows users to mix and match inputs and outputs, making their ETL processes much more modular–and therefore easier to run and maintain. Singer uses JSON to move all data between sources and destinations, so you won’t have to worry about incompatible formats once you’ve set your ETL tasks up to run. Panoply’s integration with Singer makes it easy to move data from anywhere with a supported tap–Singer’s term for a data collection script–into an automated cloud warehouse. And since Singer is open source and supported by a broad community of developers, if you can’t find the tap you need, you can just write your own, without having to worry about building loading functions for Panoply.
Grafana creates complex time-series dashboards from diverse data sources. Heatmaps, histograms, simple to complex graphs and geomaps are just some of Grafana’s many display options. Open source Grafana is a BI tool that mixes data together from different sources in one dashboard. It also shares data and dashboards across teams.
You can extend the power, speed and ease of use of Grafana with Panoply’s Grafana integration. It manages data in one place and seamlessly connects to Grafana’s dashboards. Panoply ingests all types of data automatically. It simplifies and sorts the data to produce optimal output in your Grafana dashboards.