Top Producer → ClickHouse
AI-first ETL from Top Producer into ClickHouse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Top Producer into ClickHouse
Datrise syncs Top Producer's contacts, accounts, deals, activities, and lifecycle events 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
Top Producer: Real estate CRM for leads, listings, and agent follow-up.
ClickHouse: Columnar OLAP engine for fast aggregations.
How Top Producer entities map to ClickHouse
| Top Producer entity | ClickHouse object | Notes |
|---|---|---|
| contacts | top_producer_contacts | id PK · custom fields → JSON or Map columns |
| accounts | top_producer_accounts | id PK · linked to top_producer_contacts |
| deals | top_producer_deals | id PK · linked to top_producer_contacts |
| activities | top_producer_activities | DateTime64 events |
FAQ
How does Datrise handle Top Producer'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 Top Producer 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 Top Producer
- Top Producer → DuckDB
- Top Producer → Amazon Athena
- Top Producer → Amazon S3 Data Lake
- Top Producer → Azure Data Lake Storage
- Top Producer → Azure Synapse
- Top Producer → Spreadsheets
- Top Producer → Airtable
- Top Producer → CSV Files
- Top Producer → MongoDB
- Top Producer → Supabase
- Top Producer → Neon
- Top Producer → PlanetScale
Early access
Connect Top Producer to ClickHouse the easy way
Skip brittle scripts and manual exports. Join the waitlist to get a guided setup, AI-assisted mapping, and reliable incremental sync for this integration.