How to use the gbdxtools.images.drivers.RDADaskImageDriver function in gbdxtools

To help you get started, we’ve selected a few gbdxtools examples, based on popular ways it is used in public projects.

Secure your code as it's written. Use Snyk Code to scan source code in minutes - no build needed - and fix issues immediately.

github DigitalGlobe / gbdxtools / gbdxtools / images / worldview.py View on Github external
def _single_band(self, **kwargs):
        if "bands" not in kwargs:
            kwargs["bands"] = [0]
        arr = self._read(self, **kwargs)
        return arr[0,:,:]


class WV03_VNIR(WorldViewImage):
    pass

class WV02(WorldViewImage):
    pass

class WV01(WorldViewImage):
    class WV01Driver(RDADaskImageDriver):
        image_option_support = ["proj", "gsd", "band_type", "correctionType", "dtype"]
        __image_option_defaults__ = {"band_type": "pan", "correctionType": "DN", "dtype": None}

    __Driver__ = WV01Driver

class WV04(WorldViewImage):
    @property
    def _rgb_bands(self):
        return [2,1,0]

    def _ndvi_bands(self):
        return [1,3]
github DigitalGlobe / gbdxtools / gbdxtools / images / modis.py View on Github external
from gbdxtools.images.base import RDABaseImage
from gbdxtools.images.drivers import RDADaskImageDriver
from gbdxtools.images.util.image import reproject_params
from gbdxtools.rda.interface import RDA
rda = RDA()

class ModisDriver(RDADaskImageDriver):
    image_option_support = ["proj"]
    __image_option_defaults__ = {"proj": None}

class Modis(RDABaseImage):
    """
     Dask based access to Modis images backed by rda Graphs.
     
     Args:
        catalog_id (str): The Catalog ID for the modis image.
    """
    __Driver__ = ModisDriver

    @property
    def _id(self):
        return self.__rda_id__
github DigitalGlobe / gbdxtools / gbdxtools / images / radarsat.py View on Github external
import os
from gbdxtools.images.base import RDABaseImage
from gbdxtools.images.drivers import RDADaskImageDriver
from gbdxtools.rda.util import ortho_params
from gbdxtools.rda.interface import RDA

rda = RDA()


class RadarsatDriver(RDADaskImageDriver):
    image_option_support = ["calibration", "proj"]
    __image_option_defaults__ = {"calibration": "uncalibrated", "proj": "EPSG:4326"}


class Radarsat(RDABaseImage):
    """
      Dask based access to Radarsat images backed by rda Graphs.

     Args:
        catID (str): The Radarsat record from the Radarsat Catalog Item
        calibration (str): Data calibration. Options are 'uncalibrated' (default), 'beta0', 'sigma0' or 'gamma'.
        proj (str): EPSG code for the resulting image.
        gsd (str): Resolution for the resulting image.
    """
    __Driver__ = RadarsatDriver
github DigitalGlobe / gbdxtools / gbdxtools / images / ikonos.py View on Github external
from gbdxtools.images.drivers import RDADaskImageDriver
from gbdxtools.rda.interface import RDA
from gbdxtools.rda.error import IncompatibleOptions
from gbdxtools.rda.util import ortho_params
rda = RDA()

band_types = {
    'MS': 'multispectral',
    'ms': 'multispectral',
    'Panchromatic': 'panchromatic',
    'Pan': 'panchromatic',
    'pan': 'panchromatic',
    'thermal': 'thermal'
}

class IkonosDriver(RDADaskImageDriver):
    image_option_support = ["proj", "gsd", "band_type", "pansharpen"]
    __image_option_defaults__ = {"gsd": None, "band_type": "MS", "pansharpen": False}

class IkonosImage(RDABaseImage):
    """
      Dask based access to ikonos images backed by RDA Graphs.
    """
    __Driver__ = IkonosDriver

    @property
    def _record(self):
        return self.__rda_id__

    @property
    def _spec(self):
        return self.options["band_type"]
github DigitalGlobe / gbdxtools / gbdxtools / images / dem_image.py View on Github external
from gbdxtools.images.base import RDABaseImage
from gbdxtools.images.drivers import RDADaskImageDriver
from gbdxtools.rda.util import reproject_params
from gbdxtools.rda.interface import RDA

rda = RDA()

from shapely.geometry import box

class DemDriver(RDADaskImageDriver):
    image_option_support = ["proj", "bbox"]
    __image_option_defaults__ = {"bbox": None}

class DemImage(RDABaseImage):
    ''' Image class for Digital Elevation Model (DEM) data from the NED/SRTM dataset.

        This class has no Catalog IDs and is created by passing an AOI. It shares most of the same methods as CatalogImage objects.

        Args:
            aoi (list): list of coordinate in BBOX format
            proj (str): (optional) EPSG string of projection reproject to. Native projection is "EPSG:4326" (WGS84)

        Example:
            >>> dem = DemImage(aoi=[5.279, 60.358, 5.402, 60.419])'''

    __Driver__ = DemDriver
github DigitalGlobe / gbdxtools / gbdxtools / images / sentinel.py View on Github external
def _rgb_bands(self):
        return [2,1,0]

    @property
    def _ndvi_bands(self):
         return [1,3]

    @classmethod
    def _build_graph(cls, prefix, spec="10m", proj=None, **kwargs):
        sentinel2 = rda.Sentinel2Template(sentinelId=prefix, sentinelProductSpec=spec, nodeId="Sentinel2Read")
        if proj is not None:
            sentinel2 = sentinel2(nodeId="Reproject", **reproject_params(proj))
        return sentinel2


class Sentinel1Driver(RDADaskImageDriver):
    image_option_support = ["polarization", "proj"]
    __image_option_defaults__ = {"polarization": "VH", "proj": None}


class Sentinel1(RDABaseImage):
    """
     Dask based access to Sentinel1 images backed by rda Graphs.

     Args:
        catID (str): The Sentinel CatalogID from the Sentinel1 Catalog Item
        polarization (str): The Polarization type. Defaults to 'VH' (default), 'VV', 'HH', or 'VV'
        proj (str): EPSG code for the resulting image.
    """
    __Driver__ = Sentinel1Driver

    @property
github DigitalGlobe / gbdxtools / gbdxtools / images / sentinel.py View on Github external
from gbdxtools.images.base import RDABaseImage
from gbdxtools.images.drivers import RDADaskImageDriver
from gbdxtools.images.util.image import reproject_params
from gbdxtools.rda.interface import RDA
rda = RDA()


class Sentinel2Driver(RDADaskImageDriver):
    image_option_support = ["spec", "proj"]
    __image_option_defaults__ = {"spec": "10m", "proj": None}


class Sentinel2(RDABaseImage):
    """
     Dask based access to Sentinel2 images backed by rda Graphs.
     
     Args:
        prefix (str): The Sentinel data location from Catalog metadata item 'bucketPrefix'
        spec (str): Sensor group to use, values are '10m' (default), '20m', and '60m'
        proj (str): EPSG code for the resulting image, defaults to EPSG:4326 (WGS 84 Lat/Lon)
    """
    __Driver__ = Sentinel2Driver

    @property
github DigitalGlobe / gbdxtools / gbdxtools / images / landsat_image.py View on Github external
from gbdxtools.images.drivers import RDADaskImageDriver
from gbdxtools.images.util.image import reproject_params
from gbdxtools.rda.error import IncompatibleOptions
from gbdxtools.rda.interface import RDA
rda = RDA()

band_types = {
    'MS': 'multispectral',
    'ms': 'multispectral',
    'Panchromatic': 'panchromatic',
    'Pan': 'panchromatic',
    'pan': 'panchromatic',
    'thermal': 'thermal'
}

class LandsatDriver(RDADaskImageDriver):
    __default_options__ = {}
    image_option_support = ["band_type", "proj", "pansharpen"]
    __image_option_defaults__ = {"band_type": "MS", "proj": None, "pansharpen": False}

class LandsatImage(RDABaseImage):
    """
      Dask based access to landsat image backed by rda Graphs.
    """
    __Driver__ = LandsatDriver

    @property
    def _id(self):
        return self.__rda_id__

    @property
    def _spec(self):