Saturday, 8 May 2021

Django: How to use data from a function as a field in Meta class

I've created a function in my serializers.py that call an external API and give me a dict back. How can I use the output from return downloads in the get_all_files as a field in class Meta?

With my solution I've got the following error: Field name get_all_files.downloads is not valid for model Application.

serializers.py

class OsdSerializer(serializers.ModelSerializer):
    bands = BandSerializer(source='indice_to_use.needed_bands', many=True)
    satellite = SatelliteSerializer(source='indice_to_use.satellite_to_use')
    indice = IndiceSerializer(source='indice_to_use')
    files = serializers.SerializerMethodField()
    
    def get_files(self, instance):
        def get_all_files(bands):
            # configuration
            url = 'https://earth-search.aws.element84.com/v0' # URL to Sentinel 2 AWS catalog
            collection = 'sentinel-s2-l2a-cogs'

            # search parameter
            startDate = '2021-04-10'
            endDate = '2021-04-12'
            location = [ 13.6677,
                    43.7232,
                    16.2605,
                    45.4522
                ]

            bbox_search = Search(
                bbox=location, 
                datetime=startDate+"/"+endDate, 
                query={'eo:cloud_cover': {'lt': 50}},
                collections=[collection],
                url=url,
                sort={'field': 'eo:cloud_cover', 'direction': 'desc'},
            )

            items = bbox_search.items()
            
            downloads = {}
            
            for i, item in enumerate(items):
                
                data = {}
                
                data['Product ID']= item.properties["sentinel:product_id"]
                data['Preview']= item.asset("thumbnail")["href"]
                data['Date']= item.properties["datetime"]
                data['Cloud cover']= item.properties["eo:cloud_cover"]
                
                for band in bands.split(','):
                    data[band] = item.asset(band)["href"]
                
                downloads[i] = data
                                    
            return downloads

        return get_all_files(instance.bands)

    class Meta:
        model = Application
        fields = ['machine_name', 'name', 'description', 'indice', 'satellite', 'bands', 'files', ]


from Django: How to use data from a function as a field in Meta class

No comments:

Post a Comment