from pprint import pprint
from typing import Any, Dict, List

from marshmallow import Schema, fields, ValidationError, post_load


RAW = '''{
    "id": "LC81770382018108LGN00",
    "geometry": {
        "type": "Polygon",
        "coordinates": [
            [
                [
                    30.024526874451784,
                    32.78682209753362
                ],
                [
                    31.957976470246887,
                    32.41139662622062
                ],
                [
                    31.477118543417134,
                    30.686648489399253
                ],
                [
                    29.57999924553097,
                    31.061660146074402
                ],
                [
                    30.024526874451784,
                    32.78682209753362
                ]
            ]
        ]
    },
    "properties": {
        "acquired_on": "2018-04-18T08:28:55.492251Z",
        "cloud_cover": 0.014,
        "resolution": 30,
        "wrs_path": "177",
        "wrs_row": "038"
    },
    "type": "Feature"
}'''


class Feature:
    class Geometry:
        def __init__(self, type: str, coordinates: List[Any]):
            self.type = type
            self.coordinates = coordinates

    def __init__(self, id: str, geometry: Geometry, properties: Dict[str, Any], type: str = 'Feature'):
        self.geometry = geometry
        self.id = id
        self.properties = properties
        self.type = type


class FeatureSchema(Schema):
    class GeometrySchema(Schema):
        type = fields.Str()
        coordinates = fields.List(fields.Field())

        @post_load
        def instantiate(self, data):
            return Feature.Geometry(**data)

    id = fields.Str()
    type = fields.Constant('Feature')
    geometry = fields.Nested(GeometrySchema)
    properties = fields.Dict()

    @post_load
    def instantiate(self, data: Dict):
        data.pop('type')
        return Feature(**data)


try:
    feature: Feature = FeatureSchema(strict=True).loads(RAW).data
    print(feature)
except ValidationError as err:
    print('error:', err)
    exit(1)