Clipping a raster file with a Multipolygon vector file.

The raster data is a georeferenced file from a time series Landsat imagery while the vector file is the geometry of the study location. The vector file has 52 features in the attribute table. I am interested in clipping all the fields (polygons or attributes) as one layer with the Landsat image. The vector layer is in Geojson format. Please kindly remember that the output file will contain all the fields visually. Doing this using QGIS is preferred and probably in python will be preferred.

You may find out that the raster data has a white background. This can be removed before clipping using the Transparency Panel with the Layers Manager in QGIS.

I attached the files with a clear description. Please kindly check before proposing. I am time-constrained. Thanks