k6 Cloud to Azure Synapse Integration
AI-first ETL from k6 Cloud into Azure Synapse. Governed entities, incremental sync, typed landing tables.
How Datrise loads k6 Cloud into Azure Synapse
Datrise syncs k6 Cloud's test runs, thresholds, checks, metrics, virtual users, and response times into Azure Synapse as a typed table per source entity. Flexible or custom fields land in NVARCHAR(MAX) JSON columns, and timestamps such as created, updated, and status changes are typed as datetime2.
Sync is incremental: Datrise uses COPY into staging, then a MERGE on stable id, so re-runs update only what changed. Hash distribution on the join id with date partitioning on facts. Synapse dedicated pools reward good hash-distribution choices, so Datrise distributes on entity ids to avoid data-movement-heavy joins.
Ideal for Azure analytics estates feeding Power BI.
Endpoints
k6 Cloud: Load testing runs and performance thresholds.
Azure Synapse: Microsoft analytics workspace with SQL pools.
How k6 Cloud entities map to Azure Synapse
| k6 Cloud entity | Azure Synapse object | Notes |
|---|---|---|
| test runs | k6_cloud_test_runs | id PK · custom fields → NVARCHAR(MAX) JSON columns |
| thresholds | k6_cloud_thresholds | id PK · linked to k6_cloud_test_runs |
| checks | k6_cloud_checks | id PK · linked to k6_cloud_test_runs |
| metrics | k6_cloud_metrics | id PK · linked to k6_cloud_test_runs |
FAQ
How does Datrise handle k6 Cloud's custom fields in Azure Synapse?
Flexible values are stored as NVARCHAR(MAX) JSON columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Azure Synapse types.
How does the k6 Cloud to Azure Synapse sync stay up to date?
It runs incrementally — Datrise uses COPY into staging, then a MERGE on stable id.
Related pipelines
More destinations for k6 Cloud
More sources for Azure Synapse
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