Housecall Pro to ClickHouse Integration
AI-first ETL from Housecall Pro into ClickHouse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Housecall Pro into ClickHouse
Datrise syncs Housecall Pro's jobs, customers, estimates, invoices, technicians, and service schedules 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
Housecall Pro: Home service scheduling, dispatch, and invoicing.
ClickHouse: Columnar OLAP engine for fast aggregations.
How Housecall Pro entities map to ClickHouse
| Housecall Pro entity | ClickHouse object | Notes |
|---|---|---|
| jobs | housecall_pro_jobs | id PK · custom fields → JSON or Map columns |
| customers | housecall_pro_customers | id PK · linked to housecall_pro_jobs |
| estimates | housecall_pro_estimates | id PK · linked to housecall_pro_jobs |
| invoices | housecall_pro_invoices | id PK · linked to housecall_pro_jobs |
FAQ
How does Datrise handle Housecall Pro'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 Housecall Pro 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 Housecall Pro
- Housecall Pro → DuckDB
- Housecall Pro → Amazon Athena
- Housecall Pro → Amazon S3 Data Lake
- Housecall Pro → Azure Data Lake Storage
- Housecall Pro → Azure Synapse
- Housecall Pro → Spreadsheets
- Housecall Pro → Airtable
- Housecall Pro → CSV Files
- Housecall Pro → MongoDB
- Housecall Pro → Supabase
- Housecall Pro → Neon
- Housecall Pro → PlanetScale
Early access
Connect Housecall Pro 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.