Python API sentinelsat error in download

Question

I am having a go at using the sentinelsat python API to download satellite imagery. However, I am receiving error messages when I try to convert to a pandas dataframe. This code works and downloads my requested sentinel satellite images:

from sentinelsat import SentinelAPI, read_geojson, geojson_to_wkt
from datetime import date

api = SentinelAPI('*****', '*****', 'https://scihub.copernicus.eu/dhus')

footprint = geojson_to_wkt(read_geojson('testAPIpoly.geojson'))

products = api.query(footprint, cloudcoverpercentage = (0,10))

#this works  
api.download_all(products)

However if I instead attempt to convert to a pandas dataframe

#api.download_all(products)

#this does not work
products_df = api.to_dataframe(products)

api.download_all(products_df)

I receive an extensive error message that includes

"sentinelsat.sentinel.SentinelAPIError: HTTP status 500 Internal Server Error: InvalidKeyException : Invalid key (processed) to access Products "

(where processed is also replaced with title , platformname , processingbaseline , etc.). I've tried a few different ways to convert to a dataframe and filter/sort results and have received an error message every time (note: I have pandas/geopandas installed). How can I convert to a dataframe and filter/sort with the sentinelsat API?

Answer 1

Instead of

api.download_all(products_df)

try

api.download_all(products_df.index)