Elasticsearch to ThoughtSpot Integration
AI-first ETL from Elasticsearch into ThoughtSpot. Governed entities, incremental sync, typed landing tables.
How Datrise loads Elasticsearch into ThoughtSpot
Datrise syncs Elasticsearch's indices, documents, mappings, fields, search queries, and aliases into ThoughtSpot as warehouse tables ThoughtSpot indexes for search. Flexible or custom fields land in flattened columns for searchable fields, and timestamps such as created, updated, and status changes are typed as date/time columns.
Sync is incremental: Datrise uses incremental refresh of the indexed tables, so re-runs update only what changed. Date-partitioned facts for live-query performance. ThoughtSpot search relies on clear names and relationships, so Datrise lands well-named, joinable tables.
Ideal for natural-language search analytics over a warehouse.
Endpoints
Elasticsearch: Search and analytics engine over document indices.
ThoughtSpot: Search-driven analytics with AI-assisted insights on warehouse data.
How Elasticsearch entities map to ThoughtSpot
| Elasticsearch entity | ThoughtSpot object | Notes |
|---|---|---|
| indices | elasticsearch_indices | id PK · custom fields → flattened columns for searchable fields |
| documents | elasticsearch_documents | id PK · linked to elasticsearch_indices |
| mappings | elasticsearch_mappings | id PK · linked to elasticsearch_indices |
| fields | elasticsearch_fields | id PK · linked to elasticsearch_indices |
FAQ
How does Datrise handle Elasticsearch's custom fields in ThoughtSpot?
Flexible values are stored as flattened columns for searchable fields, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native ThoughtSpot types.
How does the Elasticsearch to ThoughtSpot sync stay up to date?
It runs incrementally — Datrise uses incremental refresh of the indexed tables.
Related pipelines
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More sources for ThoughtSpot
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