import datetime
import warnings
from typing import Optional

from enmapboxprocessing.utils import Utils
from qgis.PyQt.QtGui import QIcon
from qgis.core import QgsCoordinateReferenceSystem, QgsUnitTypes, \
    QgsMapLayerType, QgsVectorLayer, QgsVectorTileLayer, Qgis, QgsWkbTypes, QgsField, QgsProject
from qgis.core import QgsDataItem, QgsLayerItem, QgsMapLayer, QgsRasterLayer
from .metadata import CRSLayerTreeNode, RasterBandTreeNode, DataSourceSizesTreeNode
from ...qgispluginsupport.qps.classification.classificationscheme import ClassificationScheme
from ...qgispluginsupport.qps.models import TreeNode, PyObjectTreeNode
from ...qgispluginsupport.qps.speclib.core import is_spectral_library
from ...qgispluginsupport.qps.utils import SpatialExtent, parseWavelength, iconForFieldType


class LayerItem(QgsLayerItem):
    """
    A QgsLayerItem that allows to store a handle to get project-bound map layer.
    This is required to keep a link to in-memory layers, which cannot be cloned.
    """

    def __init__(self, *args, **kwds, ):
        super().__init__(*args, **kwds)
        self.mLayerProject: Optional[QgsProject] = None
        self.mLayerID: Optional[str] = None

    def layerId(self) -> Optional[str]:
        return self.mLayerID

    def hasReferenceLayer(self) -> bool:
        result = (
            isinstance(self.mLayerProject, QgsProject)
            and isinstance(self.mLayerID, str)
            and self.mLayerID in self.mLayerProject.mapLayers()
        )
        return result

    def setReferenceLayer(self, layer: QgsMapLayer, project: Optional[QgsProject] = None):
        if project is None:
            project = layer.project()
        if project is None:
            project = QgsProject.instance()
        self.mLayerProject = project
        self.mLayerID = layer.id()

    def referenceLayer(self) -> Optional[QgsMapLayer]:
        if self.mLayerProject:
            return self.mLayerProject.mapLayer(self.mLayerID)
        return None

    def __repr__(self):
        return f'<{self.__class__.__name__}: "{self.name()}" {self.path()}>'


def dataItemToLayer(dataItem: QgsDataItem,
                    project: Optional[QgsProject] = None) -> Optional[QgsMapLayer]:
    if project is None:
        project = QgsProject.instance()

    if isinstance(dataItem, QgsLayerItem):
        if isinstance(dataItem, LayerItem) and dataItem.hasReferenceLayer():
            return dataItem.referenceLayer()

        elif dataItem.mapLayerType() == QgsMapLayerType.VectorLayer:
            if dataItem.providerKey() == 'memory':
                for layer in project.mapLayers().values():
                    if layer.dataProvider().name() == 'memory' and layer.source() == dataItem.path():
                        return layer
            else:
                lyr = QgsVectorLayer(dataItem.path(), dataItem.name(), dataItem.providerKey())
                lyr.loadDefaultStyle()
                return lyr

        elif dataItem.mapLayerType() == QgsMapLayerType.RasterLayer:
            lyr = QgsRasterLayer(dataItem.path(), dataItem.name(), dataItem.providerKey())
            lyr.loadDefaultStyle()
            return lyr

        elif dataItem.mapLayerType() == QgsMapLayerType.VectorTileLayer:
            lyr = QgsVectorTileLayer(dataItem.path(), dataItem.name())
            lyr.loadDefaultStyle()
            return lyr

    return None


class DataSource(TreeNode):
    MD_LAYER = 'map_layer'
    MD_MAPUNIT = 'map_unit'
    MD_EXTENT = 'spatial_extent'
    MD_CRS = 'crs'

    def __init__(self, dataItem: QgsDataItem, **kwds):
        super().__init__(dataItem.name(), icon=dataItem.icon(), toolTip=dataItem.path(), **kwds)

        self.mDataItem: QgsDataItem = dataItem
        self.mUpdateTime: datetime.datetime = datetime.datetime.now()
        self.mNodeSize: DataSourceSizesTreeNode = DataSourceSizesTreeNode()
        self.mNodePath: TreeNode = TreeNode('Path')
        self.appendChildNodes([self.mNodePath, self.mNodeSize])

    def updateTime(self) -> datetime.datetime:
        return self.mUpdateTime

    def __hash__(self):
        return hash((self.mDataItem.path(), self.mDataItem.type(), self.mDataItem.providerKey()))

    def __eq__(self, other):
        if not isinstance(other, DataSource):
            return False
        return self.__hash__() == other.__hash__()

    def source(self) -> str:
        return self.mDataItem.path()

    def uri(self) -> str:
        warnings.warn('Use source()->str', DeprecationWarning, stacklevel=2)
        return self.source()

    def dataItem(self) -> QgsDataItem:
        return self.mDataItem

    def updateNodes(self, **kwds) -> dict:
        """
        Creates and updates notes according to the data source.
        Returns dictionary with collected metadata
        """
        self.mUpdateTime = datetime.datetime.now()
        dataItem: QgsDataItem = self.dataItem()
        self.setName(dataItem.name())
        tt = dataItem.toolTip()
        if tt is None or len(tt) == 0:
            tt = dataItem.path()
        self.setToolTip(tt)
        self.setIcon(dataItem.icon())

        self.mNodePath.setValue(dataItem.path())
        data = dict()
        data.update(self.mNodeSize.updateNodes(self.dataItem()))
        return data


class SpatialDataSource(DataSource):

    def __init__(self, dataItem: LayerItem):

        super().__init__(dataItem)

        self.nodeExtXmu: TreeNode = TreeNode('Width')
        self.nodeExtYmu: TreeNode = TreeNode('Height')
        self.nodeCRS: CRSLayerTreeNode = CRSLayerTreeNode(QgsCoordinateReferenceSystem())
        self.mNodeSize.appendChildNodes([self.nodeExtXmu, self.nodeExtYmu])
        self.appendChildNodes(self.nodeCRS)

    def asMapLayer(self, project: Optional[QgsProject] = None) -> QgsMapLayer:
        if project is None:
            project = QgsProject.instance()
        return dataItemToLayer(self.dataItem(), project=project)

    def mapLayer(self) -> QgsMapLayer:
        warnings.warn(DeprecationWarning('Use .asMapLayer() instead'))
        return self.asMapLayer()

    def dataItem(self) -> QgsLayerItem:
        return self.mDataItem

    def updateNodes(self) -> dict:
        MD = super().updateNodes()

        ext = MD.get(DataSource.MD_EXTENT, None)
        if isinstance(ext, SpatialExtent):
            mu = QgsUnitTypes.toString(ext.crs().mapUnits())
            self.nodeCRS.setCrs(ext.crs())
            self.nodeExtXmu.setValue('{} {}'.format(ext.width(), mu))
            self.nodeExtYmu.setValue('{} {}'.format(ext.height(), mu))
        else:
            self.nodeCRS.setCrs(QgsCoordinateReferenceSystem())
            self.nodeExtXmu.setValue(None)
            self.nodeExtYmu.setValue(None)
        return MD


class VectorTileDataSource(SpatialDataSource):

    def __init__(self, dataItem: QgsLayerItem):
        super().__init__(dataItem)
        if dataItem.mapLayerType() != QgsMapLayerType.VectorTileLayer:
            raise ValueError(f'VectorTileDataSource can only be '
                             f'created from a vector tile layer data item, not {dataItem}')


class VectorDataSource(SpatialDataSource):

    def __init__(self, dataItem: QgsLayerItem):
        super().__init__(dataItem)
        if dataItem.mapLayerType() != QgsMapLayerType.VectorLayer:
            raise ValueError(f'VectorDataSource can only be '
                             f'created from a vector layer data item, not {dataItem}')

        self.mIsSpectralLibrary: bool = False
        self.mWKBType = None
        self.mGeometryType = None

        self.nodeFeatures: TreeNode = TreeNode('Features', values=[0])
        self.nodeGeomType = TreeNode('Geometry Type')
        self.nodeWKBType = TreeNode('WKB Type')

        self.nodeFields: TreeNode = TreeNode('Fields',
                                             toolTip='Attribute fields related to each feature',
                                             values=[0])

        self.nodeFeatures.appendChildNodes([self.nodeGeomType, self.nodeWKBType])
        self.appendChildNodes([self.nodeFeatures, self.nodeFields])

        self.updateNodes()

    def wkbType(self) -> QgsWkbTypes.Type:
        return self.mWKBType

    def geometryType(self) -> QgsWkbTypes.GeometryType:
        return self.mGeometryType

    def updateNodes(self) -> dict:

        MD = super(VectorDataSource, self).updateNodes()
        lyr = MD.get('map_layer', None)

        self.mIsSpectralLibrary = is_spectral_library(lyr)

        if isinstance(lyr, QgsVectorLayer):
            self.mWKBType = lyr.wkbType()
            self.mGeometryType = lyr.geometryType()

            if lyr.providerType() == 'memory':
                if self.name() != lyr.name():
                    self.setName(lyr.name())

            try:
                wkbTypeName = QgsWkbTypes.displayString(self.mWKBType)
            except TypeError:
                wkbTypeName = QgsWkbTypes.displayString(int(self.mWKBType))

            geomTypeName = ['Point', 'Line', 'Polygon', 'Unknown', 'Null'][lyr.geometryType()]
            self.nodeWKBType.setValue(wkbTypeName)
            self.nodeGeomType.setValue(geomTypeName)

            nFeat = lyr.featureCount()
            nFields = lyr.fields().count()
            self.nodeFields.setValue(nFields)

            if self.isSpectralLibrary():
                self.setIcon(QIcon(r':/qps/ui/icons/speclib.svg'))
            else:
                self.setIcon(self.dataItem().icon())

            self.nodeFeatures.setValue(nFeat)
            self.nodeFields.removeAllChildNodes()
            field_nodes = []
            for i, f in enumerate(lyr.fields()):
                f: QgsField
                n = TreeNode(f.name())
                flen = f.length()
                if flen > 0:
                    n.setValue('{} {}'.format(f.typeName(), flen))
                else:
                    n.setValue(f.typeName())
                n.setIcon(iconForFieldType(f))
                field_nodes.append(n)

            self.nodeFields.setValue(len(field_nodes))
            self.nodeFields.appendChildNodes(field_nodes)

    def isSpectralLibrary(self) -> bool:
        return self.mIsSpectralLibrary


class RasterDataSource(SpatialDataSource):

    def __init__(self, dataItem: QgsLayerItem):
        super(RasterDataSource, self).__init__(dataItem)

        if dataItem.mapLayerType() != QgsMapLayerType.RasterLayer:
            raise ValueError(f'RasterDataSource can only be '
                             f'created from a raster layer data item, not {dataItem}')

        self.mNodeBands: TreeNode = TreeNode('Bands', toolTip='Number of Raster Bands')
        self.appendChildNodes(self.mNodeBands)

        self.mWavelengthUnits = None
        self.mWavelength = None

        self.updateNodes()

    def updateNodes(self) -> dict:
        MD = super().updateNodes()

        self.mNodeBands.removeAllChildNodes()

        lyr = MD.get(DataSource.MD_LAYER, None)
        if isinstance(lyr, QgsRasterLayer):
            self.mNodeBands.setValue(lyr.bandCount())
            self.mWavelength, self.mWavelengthUnits = parseWavelength(lyr)
            bandNodes = []
            for b in range(lyr.bandCount()):
                bandName = lyr.bandName(b + 1)
                bandNode = RasterBandTreeNode(lyr, b, name=str(b + 1), value=bandName)
                bandNodes.append(bandNode)
            self.mNodeBands.appendChildNodes(bandNodes)

            hasClassInfo = isinstance(ClassificationScheme.fromMapLayer(lyr), ClassificationScheme)

            nBands = lyr.bandCount()
            dataType = None
            if nBands > 0:
                dataType = lyr.dataProvider().dataType(1)

            # show more specialized raster icons
            if hasClassInfo is True:
                icon = QIcon(':/enmapbox/gui/ui/icons/filelist_classification.svg')
            elif dataType in [Qgis.Byte] and nBands == 1:
                icon = QIcon(':/enmapbox/gui/ui/icons/filelist_mask.svg')
            elif nBands == 1:
                icon = QIcon(':/enmapbox/gui/ui/icons/filelist_regression.svg')
            else:
                icon = QIcon(':/enmapbox/gui/ui/icons/filelist_image.svg')
            self.setIcon(icon)


class ModelDataSource(DataSource):

    def __init__(self, dataItem: QgsDataItem):
        super().__init__(dataItem)
        if dataItem.providerKey() != 'special:skops':
            raise ValueError(f'ModelDataSource can only be '
                             f'created from a special:skops data item, not {dataItem}')

        self.mSkopsObject: object = None
        self.mObjectNode: PyObjectTreeNode = None
        self.updateNodes()

    def updateNodes(self, **kwds) -> dict:
        super().updateNodes(**kwds)

        if isinstance(self.mObjectNode, PyObjectTreeNode):
            self.removeChildNodes([self.mObjectNode])

        source = self.source()
        error = None
        skops_obj = None
        try:
            if source.endswith('.skops'):
                skops_obj = Utils().modelLoad(source)
            elif source.endswith('.json'):
                skops_obj = Utils().jsonLoad(source)
        except Exception as ex:
            error = f'{self}:: Unable to load {source}: {ex}'

        from enmapbox import messageLog, debugLog

        if error:
            if source.endswith('.skops'):
                # in case of *.skops it is very likely that we should be able to open them with skops.load
                messageLog(error, level=Qgis.Warning)
            else:
                debugLog(error)
        self.mSkopsObject = skops_obj

        if isinstance(skops_obj, object):
            self.mObjectNode = PyObjectTreeNode(obj=self.mSkopsObject, name='Content')
            self.appendChildNodes([self.mObjectNode])


class FileDataSource(DataSource):

    def __init__(self, dataItem: QgsDataItem):
        # assert dataItem.type() == QgsDataItem.NoType
        if dataItem.providerKey() != 'special:file':
            raise ValueError(f'FileDataSource can only be '
                             f'created from a special:file data item, not {dataItem}')

        super(FileDataSource, self).__init__(dataItem)

        self.updateNodes()


class DataSourceTypes(object):
    """
    Enumeration that defines the standard data source types.
    """
    Raster = 'RASTER'
    Vector = 'VECTOR'
    SpectralLibrary = 'SPECLIB'
    Spatial = 'SPATIAL'
    Model = 'MODEL'
    File = 'FILE'


LUT_DATASOURCETYPES = {DataSourceTypes.Raster: RasterDataSource,
                       DataSourceTypes.Vector: VectorDataSource,
                       DataSourceTypes.Spatial: SpatialDataSource,
                       DataSourceTypes.SpectralLibrary: VectorDataSource,
                       DataSourceTypes.Model: ModelDataSource,
                       DataSourceTypes.File: FileDataSource,
                       QgsVectorLayer: VectorDataSource,
                       QgsRasterLayer: RasterDataSource,
                       QgsMapLayer: SpatialDataSource,
                       }

for cls in set(LUT_DATASOURCETYPES.values()):
    LUT_DATASOURCETYPES[cls] = cls
