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Migrate API is awesome, and if you plan some custom migration, a few contributed modules does the heavy lifting for you. This article should be regarded as a list of steps to follow to achieve a simple migration from another SQL data source than Drupal. So we will not go in deep into the explanations of the Migrate theory, for this subject, refer to the documentation of the Migrate API. Also, we will finish with some debugging techniques and a first shot of a bash script for rerolling a migration from scratch in case of configuration change.