import json from redash import models if __name__ == '__main__': for vis in models.Visualization.select(): if vis.type == 'COUNTER': options = json.loads(vis.options) print "Before: ", options if 'rowNumber' in options and options['rowNumber'] is not None: options['rowNumber'] += 1 else: options['rowNumber'] = 1 if 'counterColName' not in options: options['counterColName'] = 'counter' if 'targetColName' not in options: options['targetColName'] = 'target' options['targetRowNumber'] = options['rowNumber'] print "After: ", options vis.options = json.dumps(options) vis.save()