Timely → ClickHouse
AI-first ETL from Timely into ClickHouse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Timely into ClickHouse
Datrise syncs Timely's records, events, and configuration objects into ClickHouse as a MergeTree table per source entity. Flexible or custom fields land in JSON or Map columns, and timestamps such as created, updated, and status changes are typed as DateTime64.
Sync is incremental: Datrise uses inserts into a ReplacingMergeTree keyed on stable id, so the latest version wins on merge, so re-runs update only what changed. Partition by month and order by (entity id, updated-at) for fast range scans. ClickHouse deduplicates asynchronously on merge, so Datrise uses ReplacingMergeTree and FINAL-safe queries rather than assuming immediate upserts.
Ideal for high-volume event analytics that need sub-second aggregation.
Endpoints
Timely: SaaS or API data source for analytics and warehouse sync.
ClickHouse: Columnar OLAP engine for fast aggregations.
How Timely entities map to ClickHouse
| Timely entity | ClickHouse object | Notes |
|---|---|---|
| records | timely_records | id PK · custom fields → JSON or Map columns |
| events | timely_events | DateTime64 events |
| configuration objects | timely_configuration_objects | id PK · linked to timely_records |
FAQ
How does Datrise handle Timely's custom fields in ClickHouse?
Flexible values are stored as JSON or Map columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native ClickHouse types.
How does the Timely to ClickHouse sync stay up to date?
It runs incrementally — Datrise uses inserts into a ReplacingMergeTree keyed on stable id, so the latest version wins on merge.
Related pipelines
More destinations for Timely
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