DatriseAI-first ETL

YouTube Analytics to Azure Synapse Integration

AI-first ETL from YouTube Analytics into Azure Synapse. Governed entities, incremental sync, typed landing tables.

How Datrise loads YouTube Analytics into Azure Synapse

Datrise syncs YouTube Analytics's videos, channels, views, watch time, subscribers, and traffic sources 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

YouTube Analytics: Channel and video performance reporting.

Azure Synapse: Microsoft analytics workspace with SQL pools.

How YouTube Analytics entities map to Azure Synapse

YouTube Analytics entityAzure Synapse objectNotes
videosyoutube_analytics_videosid PK · custom fields → NVARCHAR(MAX) JSON columns
channelsyoutube_analytics_channelsid PK · linked to youtube_analytics_videos
viewsyoutube_analytics_viewsid PK · linked to youtube_analytics_videos
watch timeyoutube_analytics_watch_timeid PK · linked to youtube_analytics_videos

FAQ

How does Datrise handle YouTube Analytics'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 YouTube Analytics to Azure Synapse sync stay up to date?

It runs incrementally — Datrise uses COPY into staging, then a MERGE on stable id.

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