Superset not retuning data for chart via api - apache-superset

I am facing an issue with apache superset 1.5.3 not returning data for an chart.
The chart is shown in the superset UI without issues.
I am able to retrieve its details via the api/v1/chart/{pk} endpoint
Calling api/v1/chart/{pk}/data on this chart returns an error:
{
"message": "Error: Empty query?"
}
Same endpoint works fine with other charts
Any ideas, what I am doing wrong and how I can retrieve data for this specific chart? This chart uses an virtual dataset (custom query against BigQuery)

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