DatriseAI-first ETL

Housecall Pro Google BigQuery

AI-first ETL from Housecall Pro into Google BigQuery. Governed entities, incremental sync, typed landing tables.

How Datrise loads Housecall Pro into Google BigQuery

Datrise syncs Housecall Pro's contacts, accounts, deals, activities, and lifecycle events into Google BigQuery as a partitioned table per source entity. Flexible or custom fields land in JSON or nested/repeated (STRUCT) columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMP.

Sync is incremental: Datrise uses appends to a staging table, then MERGE on stable id into the partitioned target, so re-runs update only what changed. Partition by ingestion or event date and cluster by entity id to keep scanned bytes low. BigQuery bills by bytes scanned, so Datrise partitions and clusters every table to keep query costs predictable.

Ideal for Google-stack analytics and ML on serverless infrastructure.

Endpoints

Housecall Pro: Field service CRM for scheduling, jobs, and customer history.

Google BigQuery: Serverless analytics warehouse on GCP.

How Housecall Pro entities map to Google BigQuery

Housecall Pro entityGoogle BigQuery objectNotes
contactshousecall_pro_contactsid PK · custom fields → JSON or nested/repeated (STRUCT) columns
accountshousecall_pro_accountsid PK · linked to housecall_pro_contacts
dealshousecall_pro_dealsid PK · linked to housecall_pro_contacts
activitieshousecall_pro_activitiesTIMESTAMP events

FAQ

How does Datrise handle Housecall Pro's custom fields in Google BigQuery?

Flexible values are stored as JSON or nested/repeated (STRUCT) columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Google BigQuery types.

How does the Housecall Pro to Google BigQuery sync stay up to date?

It runs incrementally — Datrise uses appends to a staging table, then MERGE on stable id into the partitioned target.

Related pipelines

Early access

Connect Housecall Pro to Google BigQuery the easy way

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