def test_encode_decode():

    num_bins = 30
    num_beams = 4

    vel = BeamVelocity(num_bins, num_beams)

    # Populate data
    val = 1.0
    for beam in range(vel.element_multiplier):
        for bin_num in range(vel.num_elements):
            vel.Velocities[bin_num][beam] = val
            val += 1.1

    result = vel.encode()

    vel1 = BeamVelocity(num_bins, num_beams)
    vel1.decode(bytearray(result))

    for beam in range(vel1.element_multiplier):
        for bin_num in range(vel1.num_elements):
            assert vel1.Velocities[bin_num][beam] == pytest.approx(vel1.Velocities[bin_num][beam], 0.1)
    def decode_data_sets(ens):
        """
        Decode the datasets in the ensemble.

        Use verify_ens_data if you are using this
        as a static method to verify the data is correct.
        :param ens: Ensemble data.  Decode the dataset.
        :return: Return the decoded ensemble.
        """
        #print(ens)
        packetPointer = Ensemble().HeaderSize
        type = 0
        numElements = 0
        elementMultiplier = 0
        imag = 0
        nameLen = 0
        name = ""
        dataSetSize = 0
        ens_len = len(ens)

        # Create the ensemble
        ensemble = Ensemble()

        # Add the raw data to the ensemble
        #ensemble.AddRawData(ens)

        try:

            # Decode the ensemble datasets
            for x in range(Ensemble().MaxNumDataSets):
                # Check if we are at the end of the payload
                if packetPointer >= ens_len - Ensemble.ChecksumSize - Ensemble.HeaderSize:
                    break

                try:
                    # Get the dataset info
                    ds_type = Ensemble.GetInt32(packetPointer + (Ensemble.BytesInInt32 * 0), Ensemble().BytesInInt32, ens)
                    num_elements = Ensemble.GetInt32(packetPointer + (Ensemble.BytesInInt32 * 1), Ensemble().BytesInInt32, ens)
                    element_multiplier = Ensemble.GetInt32(packetPointer + (Ensemble.BytesInInt32 * 2), Ensemble().BytesInInt32, ens)
                    image = Ensemble.GetInt32(packetPointer + (Ensemble.BytesInInt32 * 3), Ensemble().BytesInInt32, ens)
                    name_len = Ensemble.GetInt32(packetPointer + (Ensemble.BytesInInt32 * 4), Ensemble().BytesInInt32, ens)
                    name = str(ens[packetPointer+(Ensemble.BytesInInt32 * 5):packetPointer+(Ensemble.BytesInInt32 * 5)+8], 'UTF-8')
                except Exception as e:
                    logging.warning("Bad Ensemble header" + str(e))
                    break

                # Calculate the dataset size
                data_set_size = Ensemble.GetDataSetSize(ds_type, name_len, num_elements, element_multiplier)

                # Beam Velocity
                if "E000001" in name:
                    logging.debug(name)
                    bv = BeamVelocity(num_elements, element_multiplier)
                    bv.decode(ens[packetPointer:packetPointer+data_set_size])
                    ensemble.AddBeamVelocity(bv)

                # Instrument Velocity
                if "E000002" in name:
                    logging.debug(name)
                    iv = InstrumentVelocity(num_elements, element_multiplier)
                    iv.decode(ens[packetPointer:packetPointer+data_set_size])
                    ensemble.AddInstrumentVelocity(iv)

                # Earth Velocity
                if "E000003" in name:
                    logging.debug(name)
                    ev = EarthVelocity(num_elements, element_multiplier)
                    ev.decode(ens[packetPointer:packetPointer+data_set_size])
                    ensemble.AddEarthVelocity(ev)

                # Amplitude
                if "E000004" in name:
                    logging.debug(name)
                    amp = Amplitude(num_elements, element_multiplier)
                    amp.decode(ens[packetPointer:packetPointer+data_set_size])
                    ensemble.AddAmplitude(amp)

                # Correlation
                if "E000005" in name:
                    logging.debug(name)
                    corr = Correlation(num_elements, element_multiplier)
                    corr.decode(ens[packetPointer:packetPointer+data_set_size])
                    ensemble.AddCorrelation(corr)

                # Good Beam
                if "E000006" in name:
                    logging.debug(name)
                    gb = GoodBeam(num_elements, element_multiplier)
                    gb.decode(ens[packetPointer:packetPointer+data_set_size])
                    ensemble.AddGoodBeam(gb)

                # Good Earth
                if "E000007" in name:
                    logging.debug(name)
                    ge = GoodEarth(num_elements, element_multiplier)
                    ge.decode(ens[packetPointer:packetPointer+data_set_size])
                    ensemble.AddGoodEarth(ge)

                # Ensemble Data
                if "E000008" in name:
                    logging.debug(name)
                    ed = EnsembleData(num_elements, element_multiplier)
                    ed.decode(ens[packetPointer:packetPointer+data_set_size])
                    ensemble.AddEnsembleData(ed)

                # Ancillary Data
                if "E000009" in name:
                    logging.debug(name)
                    ad = AncillaryData(num_elements, element_multiplier)
                    ad.decode(ens[packetPointer:packetPointer+data_set_size])
                    ensemble.AddAncillaryData(ad)

                # Bottom Track
                if "E000010" in name:
                    logging.debug(name)
                    bt = BottomTrack(num_elements, element_multiplier)
                    bt.decode(ens[packetPointer:packetPointer + data_set_size])
                    ensemble.AddBottomTrack(bt)

                # NMEA data
                if "E000011" in name:
                    logging.debug(name)
                    nd = NmeaData(num_elements, element_multiplier)
                    nd.decode(ens[packetPointer:packetPointer + data_set_size])
                    ensemble.AddNmeaData(nd)

                # System Setup
                if "E000014" in name:
                    logging.debug(name)
                    ss = SystemSetup(num_elements, element_multiplier)
                    ss.decode(ens[packetPointer:packetPointer + data_set_size])
                    ensemble.AddSystemSetup(ss)

                # Range Tracking
                if "E000015" in name:
                    logging.debug(name)
                    rt = RangeTracking(num_elements, element_multiplier)
                    rt.decode(ens[packetPointer:packetPointer + data_set_size])
                    ensemble.AddRangeTracking(rt)

                # Move to the next dataset
                packetPointer += data_set_size

        except Exception as e:
            logging.warning("Error decoding the ensemble.  " + str(e))
            return None

        return ensemble