Mailgun to Spotfire Integration
AI-first ETL from Mailgun into Spotfire. Governed entities, incremental sync, typed landing tables.
How Datrise loads Mailgun into Spotfire
Datrise syncs Mailgun's messages, domains, delivery events, bounces, complaints, and mailing lists into Spotfire as warehouse tables or in-memory data for Spotfire analyses. Flexible or custom fields land in flattened columns for visualizations, and timestamps such as created, updated, and status changes are typed as date/time columns.
Sync is incremental: Datrise uses incremental refresh of the connected tables or in-memory data, so re-runs update only what changed. Date-partitioned facts. Spotfire can load data in-memory, so Datrise keeps the backing tables incremental so analyses refresh without full reloads.
Ideal for interactive analytical visualization and data science.
Endpoints
Mailgun: Transactional email API with delivery analytics.
Spotfire: Visual analytics platform for interactive dashboards and data science workflows.
How Mailgun entities map to Spotfire
| Mailgun entity | Spotfire object | Notes |
|---|---|---|
| messages | mailgun_messages | id PK · custom fields → flattened columns for visualizations |
| domains | mailgun_domains | id PK · linked to mailgun_messages |
| delivery events | mailgun_delivery_events | date/time columns events |
| bounces | mailgun_bounces | id PK · linked to mailgun_messages |
FAQ
How does Datrise handle Mailgun's custom fields in Spotfire?
Flexible values are stored as flattened columns for visualizations, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Spotfire types.
How does the Mailgun to Spotfire sync stay up to date?
It runs incrementally — Datrise uses incremental refresh of the connected tables or in-memory data.
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