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Historical, queryable, and live — three ways to get your data out.
Once data lands through a Connection or API node, you can pull it back out three ways: download the history, query what's flowing now, or stream it live.
Cold, Warm, and Hot.
| Tier | What it's for | Status |
|---|---|---|
| Cold | Historical data, downloaded on demand | Available |
| Warm | Ad-hoc and saved queries against flowing data | Available |
| Hot | Live, near-real-time updates as data arrives | Available |
Download your history.
Request a historical export for a connection or an entire surface, with an optional date range. Useful for offline analysis, backfills, and audits.
A custom query endpoint for data in motion.
Warm Query gives you a dedicated endpoint for querying data as it's being processed — run one-off queries, or save a named query you (or Azi) can re-run and reference elsewhere. Query authoring is Azi-assisted: describe what you want in plain language and Azi drafts the query for you to review.
- Referencing flow-node context directly inside a query
- Deeper cross-workspace query management
Near-real-time, as it happens.
Subscribe to a live stream of incoming device/system activity, or a change feed that fires every time your workspace configuration changes — both delivered with no polling required.
What it takes to use each tier.
- Cold — request a historical export for a connection or surface, with an optional date range
- Warm — write (or ask Azi to draft) a query, then save it if you'll want to run it again
- Hot — subscribe to a live-stream or change-feed endpoint for the connection or surface you care about