Should you observe GoodData or any of our staff members on social media, then you’ll have seen a flutter of exercise round one thing known as FlexQuery this week. However when you’re in a job that bridges each enterprise and technical domains, the relevance of this to your day-to-day will not be completely clear. Concern not although, as this text goals to interrupt it down for you!
Everyone knows that the proliferation of information sources and escalating volumes pose important challenges and there are seemingly dozens of instruments on the market that declare to resolve them. Nevertheless, to take action requires analysis time, budgeting, RFIs, vendor administration, procurement groups, and so forth.
Thankfully, FlexQuery now presents the good thing about not solely enhancing your information administration capabilities but additionally unlocking new potential — like AI, ML, direct information feeds, reside information streaming, caching and controls, and rather more. As such, when you’re available in the market for a brand new analytics resolution or you’re already a GoodData buyer, you want look no additional.
So, to save lots of you time and to keep away from confusion learn on for the highest 5 advantages of FlexQuery that you just’ll discover probably the most priceless.
1. Semantic and metrics layer for information governance
Our semantic and metrics layer is the key sauce of FlexQuery. Outline as soon as, reuse an infinite variety of instances in our dashboards, in Python and React purposes, and even in competitor merchandise — all due to our headless metrics engine. FlexQuery connects your information work to your whole downstream makes use of; be that BI, utility growth, or machine studying.
2. Diminished prices by means of optimized information processing
FlexQuery is constructed on Apache Arrow, which we’ve taken full benefit of to construct a collection of caches to enhance question efficiency and cut back load — and due to this fact value — on information warehouses or information lakes. We retailer full and partial question consequence units for reuse at runtime, certain in fact by your safety and tenancy necessities. We additionally provide the management to pre-cache information on the desk, mannequin, visualization, or dashboard degree to make sure nice efficiency in your most important belongings.
3. Empower your groups to leverage open-source applied sciences
At its coronary heart, FlexQuery is a composable information service layer. This implies which you can write pluggable FlexQuery modules to carry out almost any data-related job you’ll be able to consider. Whether or not it’s including a brand new information supply, manipulating information in pandas information frames, or making use of advanced, AI-driven transformations, FlexQuery permits you to construct the instruments it’s essential to ship in your finish customers.
4. Keep away from information integration challenges with information federation
Knowledge federation on the BI layer is inevitable. Due to FlexQuery, now you can mix information from any variety of programs, pre-aggregated in reminiscence or on the fly at runtime. This provides you supreme management over the place and when computation happens to maximise efficiency and reduce prices whereas letting your analytics engineers mix information to ship options rapidly.
5. Keep away from much more information integration challenges with information materialization
FlexQuery permits you to pre-compute and materialize information into GoodData as you see match. You’ll be able to choose particular person tables or complete fashions for materialization, or materialize SQL consequence units. We provide the full suite of SQL capabilities to carry out joins, calculations, logical operations, and transformations and use the ensuing information simply as you’ll every other desk in your mannequin.
In abstract, GoodData’s FlexQuery supplies greater than only a software, however a strategic edge for BI leaders and information product builders alike as a holistic resolution to fashionable information administration. Embracing FlexQuery, which is obtainable for all GoodData prospects, can drive effectivity, value financial savings, and innovation as organizations transfer nearer to their data-driven aims.
To study extra about FlexQuery, its advantages, and the underlying know-how head right here. Alternatively, request a demo and we’ll present you the way it all works.
