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Dataphin:Change Control

Last Updated:Jun 23, 2026

Release control checks tasks against user-defined rules and policies before deployment. Non-compliant tasks are either blocked (strong control) or flagged with a warning (weak control) to help ensure platform stability.

Feature overview

Release control is part of change control, which includes change rules and change policies.

  • Create change rules: Define metadata based on object properties and set up validation rules using built-in system rules or custom code logic. Non-compliant objects are handled according to the associated change policy.

  • Create Change Policies: Define the scope and enforcement method for change rules. You can configure multiple rules within a single change policy, each with its own enforcement method.

Scenarios

Common scenarios for release control include:

  • Time Node Control: Restrict the release of new or updated tasks during critical periods, such as fiscal year-end, financial audits, or major events like Double 11, to reduce the risk of data calculation disruptions and protect cluster operations.

  • R&D Specification Control: Regulate releases based on task properties. For example, tasks in the ODS project must use the prefix ods_ to be eligible for release.

  • Account Control: Restrict releases by submitter or publisher. For example, tasks submitted by former employees are blocked, and users whose Dataphin asset administration personal health score falls below a set threshold cannot perform releases.