Batch operations · Reconciliation

Find what drifted. Repair the batch deliberately.

Omni Loader reads sorted source and target snapshots, writes durable added, changed, and deleted difference artifacts, and can apply inserts, updates, and deletes as a controlled repair step.

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Why this path matters

Compare complete source and target views.

Readers sort by the selected key, stream both sides, and classify rows as additions, changes, or deletions while writing reviewable difference files.

What changes for you

Tune comparison for real data.

Configure key selection and equality behavior for types where formatting, precision, or target representation require deliberate tolerance.

The payoff

See what the capability changes.

3 outcomes

Added · changed · deleted

Classify differences instead of reporting one opaque mismatch.

On disk

Durable diff artifacts

Review comparison output independently of the live readers.

Optional

Apply repairs

Choose whether detected differences should modify the target.

Where the work happens

The details that make the result usable.

At a glance

A visual summary of the work.

Illustration of changes spreading through a reconciliation process

Batch repair

Apply inserts, updates, and deletes from a completed comparison.

Repair is a separate, operator-visible stage. This is recurring snapshot reconciliation, not transaction-log CDC or a zero-downtime change stream.

Take the next step

Reconcile snapshots with a controlled repair workflow.

Compare complete source and target views, review durable difference artifacts, and decide when repairs should be applied.

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