Variable & Instance

class Variable(_ProxyVariable):
    """
    >>> from geocube import Client
    >>> client = Client('127.0.0.1:8080')
    >>> vs = client.list_variables("test")
    >>> for v in vs:
    ...    v.delete()
    >>> profile = {'dformat': ('f8', -1, 0, 1), \
                   'bands': ['R', 'G', 'B']}
    >>> v = client.create_variable('test/vegetation/NDVI', **profile)
    >>> v2 = client.variable('test/vegetation/NDVI')
    >>> v.id==v2.id
    True
    >>> vi = v.instance('master')
    >>> v.description = "normalize difference vegetation index "
    >>> vi.instance_metadata = {'version': 'v1'}
    >>> vi2 = client.variable('test/vegetation/NDVI').instance('master')
    >>> vi.id == vi2.id
    True
    """
    @classmethod
    def from_pb(cls, stub: geocube_grpc.GeocubeStub, pb: variables_pb2.Variable):
        return cls(_BaseVariable(
            stub=stub,
            id=pb.id,
            name=pb.name,
            unit=pb.unit,
            description=pb.description,
            dformat=entities.DataFormat.from_pb(pb.dformat),
            bands=[b for b in pb.bands],
            palette=pb.palette,
            resampling_alg=entities.pb_resampling[pb.resampling_alg],
        ), {pbi.name: Instance.from_pb(pbi) for pbi in pb.instances})

    def __init__(self, base_variable, instances=None):
        super().__init__(base_variable)
        self.instances = instances if instances is not None else {}

    @property
    def id(self) -> str:
        return self.variable_id

    @property
    def name(self) -> str:
        return self.variable_name

    @utils.catch_rpc_error
    def instance(self, name: Union[None, str] = None) -> VariableInstance:
        """ Load the given instance

        Args:
            name: of the instance (or if None: the default instance if exists)

        Returns:
            Specialization of the variable
        """
        if name is None:
            if len(self.instances) != 1:
                raise utils.GeocubeError("instance", "NOT EXISTS",
                                         "Default instance does not exist (or more than one instance is defined).")
            return VariableInstance(self, next(iter(self.instances.values())))

        if name not in self.instances:
            raise utils.GeocubeError("instance", "NOT EXISTS",
                                     "Instance does not exist. To instantiate a variable, use instantiate()")

        return VariableInstance(self, self.instances[name])

    @utils.catch_rpc_error
    def instantiate(self, name: str, metadata: Dict[str, str]) -> VariableInstance:
        """
        Instantiate the variable (create a specialization)
        Args:
            name: of the instance
            metadata: of the instance (e.g. processing parameters, version...) can be empty

        Returns:
            The specialization of this variable
        """
        if name in self.instances:
            if metadata is not None and self.instances[name].metadata != metadata:
                raise utils.GeocubeError("instantiate", "ALREADY EXISTS",
                                         "Use instance({}).metadata = {} to update the metadata".format(name, metadata))
        else:
            req = variables_pb2.InstantiateVariableRequest(
                variable_id=self.id, instance_name=name, instance_metadata=metadata)
            self.instances[name] = Instance.from_pb(self.client.InstantiateVariable(req).instance)

        return VariableInstance(self, self.instances[name])

    @utils.catch_rpc_error
    def delete_instances(self, prefix=''):
        for instance in self.instances.values():
            if instance.name.startswith(prefix):
                req = variables_pb2.DeleteInstanceRequest(id=instance.id)
                self.client.DeleteInstance(req)

    @utils.catch_rpc_error
    def delete(self):
        self.delete_instances('')
        req = variables_pb2.DeleteVariableRequest(id=self.id)
        self.client.DeleteVariable(req)

    def config_consolidation(self, dformat: entities.DataFormat, exponent=1., bands_interleave=False,
                             compression: entities.Compression = entities.Compression.LOSSLESS, overviews_min_size=-1,
                             resampling_alg: entities.Resampling = entities.Resampling.near):
        self.consolidation_params = entities.ConsolidationParams(
            dformat=entities.DataFormat.from_user(dformat), exponent=exponent, bands_interleave=bands_interleave,
            compression=compression, overviews_min_size=overviews_min_size, resampling_alg=resampling_alg)

    def __str__(self):
        return "{}\n" \
               "Instances: {}\n"\
            .format(_ProxyVariable.__str__(self), self.instances)

class VariableInstance(_ProxyVariable, Instance):
    """ VariableInstance is an instantiation of a Variable.

    It inherits from Variable (except for id() and name() that are replaced by variable_id() and variable_name()
    to prevent confusion with id and name of the instance) and from Instance (except for id() and name() that are
    replaced by instance_id() and instance_name())
    """
    def __init__(self, variable: Variable,
                 instance: Instance):
        _ProxyVariable.__init__(self, variable._variable)
        self._instance = instance

    @property
    def instance_id(self) -> str:
        return self._instance.id

    @property
    def instance_name(self) -> str:
        return self._instance.name

    @property
    def metadata(self) -> Dict[str, str]:
        return self._instance.metadata

    @instance_name.setter
    @utils.catch_rpc_error
    def instance_name(self, name):
        if self.instance_name != name:
            req = variables_pb2.UpdateInstanceRequest(id=self.instance_id, name=utils.pb_string(name))
            self.client.UpdateInstance(req)
            self._instance.name = name

    @utils.catch_rpc_error
    def add_metadata(self, key: str, value: str):
        if key not in self.metadata or self.metadata[key] != value:
            req = variables_pb2.UpdateInstanceRequest(id=self.instance_id, add_metadata={key: value})
            self.client.UpdateInstance(req)
            self._instance.metadata[key] = value

    @utils.catch_rpc_error
    def del_metadata(self, key: str):
        if key not in self.metadata:
            req = variables_pb2.UpdateInstanceRequest(id=self.instance_id, del_metadata_keys=[key])
            self.client.UpdateInstance(req)
            del self._instance.metadata[key]

    def __repr__(self):
        return "VariableInstance {}:{} ({})".format(self.variable_name, self.instance_name, self.instance_id)

    def __str__(self):
        return "{}  {}".format(_ProxyVariable.__str__(self), self._instance.__str__())