示例#1
0
        protected NetCdfVariable(NetCDFDataSet dataSet, int varid, string name, string[] dims, bool assignID) :
            base(dataSet, name, dims, assignID)
        {
            this.initializing = true;
            this.varid        = varid;

            int res;

            // SByte can map to NC_BYTE or NC_CHAR
            if (typeof(DataType) == typeof(byte))
            {
                res = NetCDF.nc_inq_vartype(dataSet.NcId, varid, out var nativeType);
                NetCDFDataSet.HandleResult(res);
                isNcChar = NcType.NC_CHAR == nativeType;
            }
            UpdateDimIds();

            // Reading attributes
            int nattrs;

            res = NetCDF.nc_inq_varnatts(dataSet.NcId, varid, out nattrs);
            AttributeTypeMap atm = new AttributeTypeMap(dataSet.NcId, varid);

            NetCDFDataSet.HandleResult(res);
            for (int i = 0; i < nattrs; i++)
            {
                // Name
                string aname;
                res = NetCDF.nc_inq_attname(dataSet.NcId, varid, i, out aname);
                NetCDFDataSet.HandleResult(res);

                // Skip out internal attribute
                if (aname == AttributeTypeMap.AttributeName ||
                    aname == AttributeTypeMap.AttributeVarSpecialType)
                {
                    continue;
                }
                if (aname == AttributeTypeMap.AttributeVarActualShape)
                {
                    isPresentedAttrActualShape = true;
                    continue;
                }

                // Type
                object value = dataSet.ReadNetCdfAttribute(varid, aname, atm);
                if (aname == Metadata.KeyForMissingValue && typeof(DateTime) == typeof(DataType))
                {
                    if (value is string)
                    {
                        value = DateTime.Parse((string)value);
                    }
                }
                Metadata[aname] = value;
            }

            Initialize();
            initializing = false;
        }
示例#2
0
        ///<summary>
        /// Getting dimensions' ids from the NetCDF file.
        /// </summary>
        private void UpdateDimIds()
        {
            if (varid == NcConst.NC_GLOBAL)
            {
                this.dimids = new int[0];
                return;
            }
            int[] dimids = new int[Rank];
            int   res    = NetCDF.nc_inq_vardimid(NcId, varid, dimids);

            NetCDFDataSet.HandleResult(res);
            this.dimids = dimids;
        }
示例#3
0
        /// <summary>
        ///
        /// </summary>
        /// <returns></returns>
        protected override int[] ReadShape()
        {
            if (initializing)
            {
                return(null);
            }

            int    res;
            IntPtr len;

            int[] shape = new int[dimids.Length];

            for (int i = 0; i < dimids.Length; i++)
            {
                res = NetCDF.nc_inq_dimlen(NcId, dimids[i], out len);
                NetCDFDataSet.HandleResult(res);

                shape[i] = (int)len;
            }

            if (isPresentedAttrActualShape)
            {
                // Actual shape of the variable is in the special attribute
                // for the NetCDF doesn't support variables like A[0,10]
                NetCDFDataSet nc = ((NetCDFDataSet)DataSet);

                NcType type;
                res = NetCDF.nc_inq_atttype(nc.NcId, varid, AttributeTypeMap.AttributeVarActualShape, out type);
                if (res == (int)ResultCode.NC_NOERR)
                {
                    if (type != NcType.NC_INT)
                    {
                        throw new NetCDFException("Reserved attribute " + AttributeTypeMap.AttributeVarActualShape + " has wrong type");
                    }

                    AttributeTypeMap atm = new AttributeTypeMap(nc.NcId, varid);
                    atm[AttributeTypeMap.AttributeVarActualShape] = typeof(int[]);
                    shape = (int[])nc.ReadNetCdfAttribute(varid, AttributeTypeMap.AttributeVarActualShape, atm);
                    if (shape.Length != Rank)
                    {
                        throw new NetCDFException("Value of reserved attribute " + AttributeTypeMap.AttributeVarActualShape + " has wrong length");
                    }
                }
                else if (res != (int)ResultCode.NC_ENOTATT)
                {
                    NetCDFDataSet.HandleResult(res);
                }
            }

            return(shape);
        }
示例#4
0
        protected override Array ReadData(int[] origin, int[] stride, int[] shape)
        {
            // TODO: there is a problem using nc_get_vars_string!!!
            // nc_get_vars_string still doesn't work in NetCDF4.1.3 "Mapped access for atomic types only."
            // remove this trick:
            if (TypeOfData == typeof(string))
            {
                return(base.ReadData(origin, stride, shape));
            }

            if (origin == null)
            {
                origin = new int[Rank];
            }

            if (shape == null)
            {
                shape = ReadShape();
                for (int i = 0; i < shape.Length; i++)
                {
                    shape[i] -= origin[i];
                }
            }
            if (stride == null)
            {
                origin = new int[Rank];
                for (int i = 0; i < Rank; i++)
                {
                    stride[i] = 1;
                }
            }
            if (Rank == 0)
            {
                shape = new int[] { 1 }
            }
            ;                            // the place for data

            // Total number of elements in the array
            int n = 1;

            for (int i = 0; i < shape.Length; i++)
            {
                n *= shape[i];
            }

            int res;

            switch (Type.GetTypeCode(TypeOfData))
            {
            case TypeCode.Boolean:
                if (n == 0)
                {
                    return(Array.CreateInstance(typeof(bool), Rank == 0 ? new int[1] : new int[Rank]));
                }
                byte[] blData = new byte[n];
                res = NetCDF.nc_get_vars_ubyte(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), ConvertToIntPtr(stride), blData);
                NetCDFDataSet.HandleResult(res);
                return(ToMultidimArrayBool(blData, shape));

            case TypeCode.DateTime:
                double[] dtData = new double[n];
                if (n == 0)
                {
                    return(Array.CreateInstance(typeof(DateTime), Rank == 0 ? new int[1] : new int[Rank]));
                }
                res = NetCDF.nc_get_vars_double(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), ConvertToIntPtr(stride), dtData);
                NetCDFDataSet.HandleResult(res);
                return(ToMultidimArrayDateTime(dtData, shape));

            case TypeCode.Double:
                double[] data = new double[n];
                if (n == 0)
                {
                    return(Array.CreateInstance(typeof(double), Rank == 0 ? new int[1] : new int[Rank]));
                }
                res = NetCDF.nc_get_vars_double(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), ConvertToIntPtr(stride), data);
                NetCDFDataSet.HandleResult(res);
                return(ToMultidimArray(data, shape));

            case TypeCode.Single:
                float[] fdata = new float[n];
                if (n == 0)
                {
                    return(Array.CreateInstance(typeof(float), Rank == 0 ? new int[1] : new int[Rank]));
                }
                res = NetCDF.nc_get_vars_float(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), ConvertToIntPtr(stride), fdata);
                NetCDFDataSet.HandleResult(res);
                return(ToMultidimArray(fdata, shape));

            case TypeCode.Int64:
                long[] ldata = new long[n];
                if (n == 0)
                {
                    return(Array.CreateInstance(typeof(long), Rank == 0 ? new int[1] : new int[Rank]));
                }
                res = NetCDF.nc_get_vars_longlong(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), ConvertToIntPtr(stride), ldata);
                NetCDFDataSet.HandleResult(res);
                return(ToMultidimArray(ldata, shape));

            case TypeCode.UInt64:
                ulong[] uldata = new ulong[n];
                if (n == 0)
                {
                    return(Array.CreateInstance(typeof(ulong), Rank == 0 ? new int[1] : new int[Rank]));
                }
                res = NetCDF.nc_get_vars_ulonglong(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), ConvertToIntPtr(stride), uldata);
                NetCDFDataSet.HandleResult(res);
                return(ToMultidimArray(uldata, shape));


            case TypeCode.Int32:
                int[] idata = new int[n];
                if (n == 0)
                {
                    return(Array.CreateInstance(typeof(int), Rank == 0 ? new int[1] : new int[Rank]));
                }
                res = NetCDF.nc_get_vars_int(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), ConvertToIntPtr(stride), idata);
                NetCDFDataSet.HandleResult(res);
                return(ToMultidimArray(idata, shape));

            case TypeCode.UInt32:
                uint[] uidata = new uint[n];
                if (n == 0)
                {
                    return(Array.CreateInstance(typeof(uint), Rank == 0 ? new int[1] : new int[Rank]));
                }
                res = NetCDF.nc_get_vars_uint(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), ConvertToIntPtr(stride), uidata);
                NetCDFDataSet.HandleResult(res);
                return(ToMultidimArray(uidata, shape));

            case TypeCode.Int16:
                short[] sdata = new short[n];
                if (n == 0)
                {
                    return(Array.CreateInstance(typeof(short), Rank == 0 ? new int[1] : new int[Rank]));
                }
                res = NetCDF.nc_get_vars_short(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), ConvertToIntPtr(stride), sdata);
                NetCDFDataSet.HandleResult(res);
                return(ToMultidimArray(sdata, shape));

            case TypeCode.UInt16:
                ushort[] usdata = new ushort[n];
                if (n == 0)
                {
                    return(Array.CreateInstance(typeof(ushort), Rank == 0 ? new int[1] : new int[Rank]));
                }
                res = NetCDF.nc_get_vars_ushort(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), ConvertToIntPtr(stride), usdata);
                NetCDFDataSet.HandleResult(res);
                return(ToMultidimArray(usdata, shape));


            case TypeCode.Byte:
                byte[] bdata = new byte[n];
                if (n == 0)
                {
                    return(Array.CreateInstance(typeof(byte), Rank == 0 ? new int[1] : new int[Rank]));
                }
                if (isNcChar)
                {
                    res = NetCDF.nc_get_vars_text(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), ConvertToIntPtr(stride), bdata);
                }
                else
                {
                    res = NetCDF.nc_get_vars_ubyte(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), ConvertToIntPtr(stride), bdata);
                }
                NetCDFDataSet.HandleResult(res);
                return(ToMultidimArray(bdata, shape));

            case TypeCode.SByte:
                SByte[] cdata = new SByte[n];
                if (n == 0)
                {
                    return(Array.CreateInstance(typeof(SByte), Rank == 0 ? new int[1] : new int[Rank]));
                }
                res = NetCDF.nc_get_vars_schar(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), ConvertToIntPtr(stride), cdata);
                //if (res == -56)
                //    res = NetCDF.nc_get_vars_text(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), ConvertToIntPtr(stride), cdata);
                NetCDFDataSet.HandleResult(res);
                return(ToMultidimArray(cdata, shape));

            case TypeCode.String:
                if (n == 0)
                {
                    return(Array.CreateInstance(typeof(string), Rank == 0 ? new int[1] : new int[Rank]));
                }
                string[] strings = new string[n];
                res = NetCDF.nc_get_vars_string(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), ConvertToIntPtr(stride), strings);
                NetCDFDataSet.HandleResult(res);
                return(ToMultidimArrayString(strings, shape));

            default:
                throw new NotSupportedException("Unsupported type of data.");
            }
        }
示例#5
0
        internal static NetCdfVariable <DataType> Read(NetCDFDataSet dataSet, int varid)
        {
            string name;
            NcType ncType;

            int[] dimIds;
            int   natts, res, ndims;

            // Number of dimensions
            res = NetCDF.nc_inq_varndims(dataSet.NcId, varid, out ndims);
            NetCDFDataSet.HandleResult(res);

            dimIds = new int[ndims];

            // About variable
            res = NetCDF.nc_inq_var(dataSet.NcId, varid, out name, out ncType, out ndims, dimIds, out natts);
            NetCDFDataSet.HandleResult(res);

            // Dimensions names
            string[] dims = new string[ndims];
            for (int i = 0; i < ndims; i++)
            {
                string dimName;
                res = NetCDF.nc_inq_dimname(dataSet.NcId, dimIds[i], out dimName);
                NetCDFDataSet.HandleResult(res);

                dims[i] = dimName.ToString();
            }

#if DEBUG
            StringBuilder msg = new StringBuilder();
            for (int i = 0; i < dims.Length; i++)
            {
                msg.Append(dims[i]);
                if (i < dims.Length - 1)
                {
                    msg.Append(',');
                }
            }
            Debug.WriteLineIf(NetCDFDataSet.TraceNetCDFDataSet.TraceInfo, String.Format("Variable {0}: {1} dimensions ({2}), {3} attributes.",
                                                                                        name, ndims, msg.ToString(), natts));
#endif

            var var = new NetCdfVariable <DataType>(dataSet, varid, name.ToString(), dims);
            if (var.Rank > 0 && var.changes != null)
            {
                // Providing correct "proposed" shape taken from the input file
                int[] shape = var.ReadShape();
                if (shape == null)
                {
                    shape = new int[dims.Length];
                }
                Rectangle   ar    = new Rectangle(new int[dims.Length], shape);
                DataChanges oldch = var.changes;
                DataChanges newch = new DataChanges(oldch.ChangeSet, oldch.InitialSchema, oldch.MetadataChanges,
                                                    oldch.CoordinateSystems,
                                                    shape, ar, oldch.Data);
                var.changes = newch;
            }
            return(var);
        }
示例#6
0
        internal static NetCdfVariable <DataType> Create(NetCDFDataSet dataSet, string name, string[] dims)
        {
            if (dims == null) // scalar variable
            {
                dims = new string[0];
            }

            int res;

            /* Getting exsting dims and creating new */
            int[] dimids = new int[dims.Length];
            for (int i = 0; i < dims.Length; i++)
            {
                int id;
                res = NetCDF.nc_inq_dimid(dataSet.NcId, dims[i], out id);
                if (res == (int)ResultCode.NC_NOERR)
                {
                    dimids[i] = id;
                }
                else if (res == (int)ResultCode.NC_EBADDIM)
                {
                    // Creating new dimension
                    res = NetCDF.nc_def_dim(dataSet.NcId, dims[i], new IntPtr(NcConst.NC_UNLIMITED), out id);
                    NetCDFDataSet.HandleResult(res);
                    dimids[i] = id;
                }
                else
                {
                    NetCDFDataSet.HandleResult(res);
                }
            }

            /* Creating variable */
            int varid;

            string nc_name = GetNetCDFName(name);

            if (nc_name != name)
            {
                Debug.WriteLineIf(NetCDFDataSet.TraceNetCDFDataSet.TraceVerbose, "NetCDF: name has illegal chars; internal variable name is " + nc_name);
            }

            res = NetCDF.nc_def_var(dataSet.NcId, nc_name, NetCDF.GetNcType(typeof(DataType)), dimids, out varid);
            for (int count = 1; res == (int)ResultCode.NC_ENAMEINUSE;)
            {
                // Keep trying to create variable with different names
                res = NetCDF.nc_def_var(dataSet.NcId, String.Format("{0}_{1}", nc_name, count++), NetCDF.GetNcType(typeof(DataType)), dimids, out varid);
            }
            NetCDFDataSet.HandleResult(res);

            // Non scalar variables can be compressed.
            // It is regulated by the uri parameter "deflate".
            if (dims.Length > 0)
            {
                if (dataSet.Deflate == DeflateLevel.Off)
                {
                    res = NetCDF.nc_def_var_deflate(dataSet.NcId, varid, 0, 0, 0);
                }
                else
                {
                    res = NetCDF.nc_def_var_deflate(dataSet.NcId, varid, 0, 1, (int)dataSet.Deflate);
                }
                NetCDFDataSet.HandleResult(res);
            }

            if (dims.Length > 0) // non-scalar variable
            {
                IntPtr[] chunksizes = null;
                if (dataSet.ChunkSizes != null && dataSet.ChunkSizes.Length == dims.Length)
                {
                    if (dataSet.ChunkSizes.All(sz => sz >= 1))
                    {
                        chunksizes = dataSet.ChunkSizes.Select(sz => new IntPtr(sz)).ToArray();
                    }
                    else
                    {
                        throw new NotSupportedException("Chunk size cannot be less than 1");
                    }
                }

                if (chunksizes == null) // then use default chunk sizes
                {
                    chunksizes = new IntPtr[dims.Length];
                    int chunk = ChunkSizeSelector.GetChunkSize(typeof(DataType), dims.Length);

#if DEBUG
                    if (NetCDFDataSet.TraceNetCDFDataSet.TraceInfo)
                    {
                        StringBuilder sbChunk = new StringBuilder();
                        sbChunk.Append("NetCDF: Chunk sizes for rank ").Append(dims.Length).Append(": ");
                        for (int i = 0; i < dims.Length; i++)
                        {
                            sbChunk.Append(chunk).Append(",");
                        }
                        Debug.WriteLineIf(NetCDFDataSet.TraceNetCDFDataSet.TraceInfo, sbChunk.ToString());
                    }
#endif

                    for (int i = 0; i < dims.Length; i++)
                    {
                        chunksizes[i] = new IntPtr(chunk);
                    }
                }

                res = NetCDF.nc_def_var_chunking(dataSet.NcId, varid, 0, chunksizes);
                NetCDFDataSet.HandleResult(res);
            }

            if (typeof(DataType) == typeof(DateTime))
            {
                NetCDFDataSet.NcPutAttText(dataSet.NcId, varid, "Units", NetCDFDataSet.dateTimeUnits);
            }
            else if (typeof(DataType) == typeof(bool))
            {
                NetCDFDataSet.NcPutAttText(dataSet.NcId, varid, AttributeTypeMap.AttributeVarSpecialType, typeof(bool).ToString());
            }

            return(new NetCdfVariable <DataType>(dataSet, varid, name, dims));
        }
示例#7
0
        /// <summary>
        ///
        /// </summary>
        /// <param name="origin"></param>
        /// <param name="a"></param>
        protected override void WriteData(int[] origin, Array a)
        {
            if (origin == null)
            {
                origin = new int[Rank];
            }

            int[] shape = new int[origin.Length];
            for (int i = 0; i < shape.Length; i++)
            {
                shape[i] = a.GetLength(i);
            }

            int res;

            switch (Type.GetTypeCode(TypeOfData))
            {
            case TypeCode.Boolean:
                byte[] bldata = FromMultidimArrayBool(a);
                res = NetCDF.nc_put_vara_ubyte(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), bldata);
                NetCDFDataSet.HandleResult(res);
                return;

            case TypeCode.DateTime:
                double[] dtData = FromMultidimArrayDateTime(a);
                res = NetCDF.nc_put_vara_double(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), dtData);
                NetCDFDataSet.HandleResult(res);
                return;

            case TypeCode.Double:
                double[] data = FromMultidimArray <double>(a);
                res = NetCDF.nc_put_vara_double(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), data);
                NetCDFDataSet.HandleResult(res);
                return;

            case TypeCode.Single:
                float[] fdata = FromMultidimArray <float>(a);
                res = NetCDF.nc_put_vara_float(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), fdata);
                NetCDFDataSet.HandleResult(res);
                return;

            case TypeCode.Int64:
                long[] ldata = FromMultidimArray <long>(a);
                res = NetCDF.nc_put_vara_longlong(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), ldata);
                NetCDFDataSet.HandleResult(res);
                return;

            case TypeCode.UInt64:
                ulong[] uldata = FromMultidimArray <ulong>(a);
                res = NetCDF.nc_put_vara_ulonglong(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), uldata);
                NetCDFDataSet.HandleResult(res);
                return;

            case TypeCode.Int32:
                int[] idata = FromMultidimArray <int>(a);
                res = NetCDF.nc_put_vara_int(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), idata);
                NetCDFDataSet.HandleResult(res);
                return;

            case TypeCode.UInt32:
                uint[] uidata = FromMultidimArray <uint>(a);
                res = NetCDF.nc_put_vara_uint(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), uidata);
                NetCDFDataSet.HandleResult(res);
                return;

            case TypeCode.Int16:
                short[] sdata = FromMultidimArray <short>(a);
                res = NetCDF.nc_put_vara_short(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), sdata);
                NetCDFDataSet.HandleResult(res);
                return;

            case TypeCode.UInt16:
                ushort[] usdata = FromMultidimArray <ushort>(a);
                res = NetCDF.nc_put_vara_ushort(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), usdata);
                NetCDFDataSet.HandleResult(res);
                return;

            case TypeCode.Byte:
                byte[] bdata = FromMultidimArray <byte>(a);
                if (isNcChar)
                {
                    res = NetCDF.nc_put_vara_text(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), bdata);
                }
                else
                {
                    res = NetCDF.nc_put_vara_ubyte(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), bdata);
                }
                NetCDFDataSet.HandleResult(res);
                return;

            case TypeCode.SByte:
                sbyte[] sbdata = FromMultidimArray <sbyte>(a);
                res = NetCDF.nc_put_vara_schar(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), sbdata);
                NetCDFDataSet.HandleResult(res);
                return;

            case TypeCode.String:
                string[] strdata = FromMultidimArrayString(a);
                res = NetCDF.nc_put_vara_string(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), strdata);
                NetCDFDataSet.HandleResult(res);
                return;

            default:
                throw new NotSupportedException("Unsupported type of data.");
            }
        }
        /// <summary>
        ///
        /// </summary>
        /// <param name="origin"></param>
        /// <param name="shape"></param>
        /// <returns></returns>
        protected override Array ReadData(int[] origin, int[] shape)
        {
            if (origin == null)
            {
                origin = new int[Rank];
            }

            if (shape == null)
            {
                shape = ReadShape();
                for (int i = 0; i < shape.Length; i++)
                {
                    shape[i] -= origin[i];
                }
            }
            if (Rank == 0)
            {
                shape = new int[] { 1 }
            }
            ;                                            // the place for data

            // Total number of elements in the array
            int n = 1;

            for (int i = 0; i < shape.Length; i++)
            {
                n *= shape[i];
            }

            int res;

            switch (Type.GetTypeCode(TypeOfData))
            {
            case TypeCode.Boolean:
                if (n == 0)
                {
                    return(Array.CreateInstance(typeof(bool), Rank == 0 ? new int[1] : new int[Rank]));
                }
                byte[] blData = new byte[n];
                res = NetCDF.nc_get_vara_ubyte(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), blData);
                NetCDFDataSet.HandleResult(res);
                return(ToMultidimArrayBool(blData, shape));

            case TypeCode.DateTime:
                double[] dtData = new double[n];
                if (n == 0)
                {
                    return(Array.CreateInstance(typeof(DateTime), Rank == 0 ? new int[1] : new int[Rank]));
                }
                res = NetCDF.nc_get_vara_double(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), dtData);
                NetCDFDataSet.HandleResult(res);
                return(ToMultidimArrayDateTime(dtData, shape));

            case TypeCode.Double:
                double[] data = new double[n];
                if (n == 0)
                {
                    return(Array.CreateInstance(typeof(double), Rank == 0 ? new int[1] : new int[Rank]));
                }
                res = NetCDF.nc_get_vara_double(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), data);
                NetCDFDataSet.HandleResult(res);
                return(ToMultidimArray(data, shape));

            case TypeCode.Single:
                float[] fdata = new float[n];
                if (n == 0)
                {
                    return(Array.CreateInstance(typeof(float), Rank == 0 ? new int[1] : new int[Rank]));
                }
                res = NetCDF.nc_get_vara_float(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), fdata);
                NetCDFDataSet.HandleResult(res);
                return(ToMultidimArray(fdata, shape));

            case TypeCode.Int64:
                long[] ldata = new long[n];
                if (n == 0)
                {
                    return(Array.CreateInstance(typeof(long), Rank == 0 ? new int[1] : new int[Rank]));
                }
                res = NetCDF.nc_get_vara_longlong(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), ldata);
                NetCDFDataSet.HandleResult(res);
                return(ToMultidimArray(ldata, shape));

            case TypeCode.UInt64:
                ulong[] uldata = new ulong[n];
                if (n == 0)
                {
                    return(Array.CreateInstance(typeof(ulong), Rank == 0 ? new int[1] : new int[Rank]));
                }
                res = NetCDF.nc_get_vara_ulonglong(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), uldata);
                NetCDFDataSet.HandleResult(res);
                return(ToMultidimArray(uldata, shape));


            case TypeCode.Int32:
                int[] idata = new int[n];
                if (n == 0)
                {
                    return(Array.CreateInstance(typeof(int), Rank == 0 ? new int[1] : new int[Rank]));
                }
                res = NetCDF.nc_get_vara_int(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), idata);
                NetCDFDataSet.HandleResult(res);
                return(ToMultidimArray(idata, shape));

            case TypeCode.UInt32:
                uint[] uidata = new uint[n];
                if (n == 0)
                {
                    return(Array.CreateInstance(typeof(uint), Rank == 0 ? new int[1] : new int[Rank]));
                }
                res = NetCDF.nc_get_vara_uint(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), uidata);
                NetCDFDataSet.HandleResult(res);
                return(ToMultidimArray(uidata, shape));

            case TypeCode.Int16:
                short[] sdata = new short[n];
                if (n == 0)
                {
                    return(Array.CreateInstance(typeof(short), Rank == 0 ? new int[1] : new int[Rank]));
                }
                res = NetCDF.nc_get_vara_short(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), sdata);
                NetCDFDataSet.HandleResult(res);
                return(ToMultidimArray(sdata, shape));

            case TypeCode.UInt16:
                ushort[] usdata = new ushort[n];
                if (n == 0)
                {
                    return(Array.CreateInstance(typeof(ushort), Rank == 0 ? new int[1] : new int[Rank]));
                }
                res = NetCDF.nc_get_vara_ushort(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), usdata);
                NetCDFDataSet.HandleResult(res);
                return(ToMultidimArray(usdata, shape));


            case TypeCode.Byte:
                byte[] bdata = new byte[n];
                if (n == 0)
                {
                    return(Array.CreateInstance(typeof(byte), Rank == 0 ? new int[1] : new int[Rank]));
                }
                res = NetCDF.nc_get_vara_ubyte(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), bdata);
                NetCDFDataSet.HandleResult(res);
                return(ToMultidimArray(bdata, shape));

            case TypeCode.SByte:
                SByte[] cdata = new SByte[n];
                if (n == 0)
                {
                    return(Array.CreateInstance(typeof(SByte), Rank == 0 ? new int[1] : new int[Rank]));
                }
                res = NetCDF.nc_get_vara_schar(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), cdata);
                if (res == -56)
                {
                    res = NetCDF.nc_get_vara_text(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), cdata);
                }
                NetCDFDataSet.HandleResult(res);
                return(ToMultidimArray(cdata, shape));

            case TypeCode.String:
                if (n == 0)
                {
                    return(Array.CreateInstance(typeof(string), Rank == 0 ? new int[1] : new int[Rank]));
                }
                IntPtr[] strdata = new IntPtr[n];
                res = NetCDF.nc_get_vara_string(NcId, varid, ConvertToIntPtr(origin), ConvertToIntPtr(shape), strdata);
                NetCDFDataSet.HandleResult(res);

                string[] strings = new string[n];
                for (int i = 0; i < n; i++)
                {
                    strings[i] = UTF8Marshal.PtrToStringUTF8(strdata[i]);                            //Marshal.PtrToStringAnsi(strdata[i]);
                    res        = NetCDF.nc_free_string(new IntPtr(1), new IntPtr[] { strdata[i] });
                    NetCDFDataSet.HandleResult(res);
                }

                // TODO: the memory must be freed?
                //res = NetCDF.nc_free_string(1, strdata);
                //NetCDFDataSet.HandleResult(res);

                return(ToMultidimArray(strings, shape));

            default:
                throw new NotSupportedException("Unsupported type of data.");
            }
        }
        internal static NetCdfVariable <DataType> Create(NetCDFDataSet dataSet, string name, string[] dims)
        {
            if (dims == null)             // scalar variable
            {
                dims = new string[0];
            }

            int res;

            /* Getting exsting dims and creating new */
            int[] dimids = new int[dims.Length];
            for (int i = 0; i < dims.Length; i++)
            {
                int id;
                res = NetCDF.nc_inq_dimid(dataSet.NcId, dims[i], out id);
                if (res == (int)NetCDF.ResultCode.NC_NOERR)
                {
                    dimids[i] = id;
                }
                else if (res == (int)NetCDF.ResultCode.NC_EBADDIM)
                {
                    // Creating new dimension
                    res = NetCDF.nc_def_dim(dataSet.NcId, dims[i], new IntPtr(NetCDF.NC_UNLIMITED), out id);
                    NetCDFDataSet.HandleResult(res);
                    dimids[i] = id;
                }
                else
                {
                    NetCDFDataSet.HandleResult(res);
                }
            }

            /* Creating variable */
            int varid;

            string nc_name = GetNetCDFName(name);

            if (nc_name != name)
            {
                Debug.WriteLineIf(NetCDFDataSet.TraceNetCDFDataSet.TraceVerbose, "NetCDF: name has illegal chars; internal variable name is " + nc_name);
            }

            res = NetCDF.nc_def_var(dataSet.NcId, nc_name, NetCDF.GetNcType(typeof(DataType)), dimids.Length, dimids, out varid);
            for (int count = 1; res == (int)NetCDF.ResultCode.NC_ENAMEINUSE;)
            {
                // Keep trying to create variable with different names
                res = NetCDF.nc_def_var(dataSet.NcId, String.Format("{0}_{1}", nc_name, count++), NetCDF.GetNcType(typeof(DataType)), dimids.Length, dimids, out varid);
            }
            NetCDFDataSet.HandleResult(res);

            // Non scalar variables can be compressed.
            // It is regulated by the uri parameter "deflate".
            if (dims.Length > 0)
            {
                if (dataSet.Deflate == DeflateLevel.Off)
                {
                    res = NetCDF.nc_def_var_deflate(dataSet.NcId, varid, 0, 0, 0);
                }
                else
                {
                    res = NetCDF.nc_def_var_deflate(dataSet.NcId, varid, 0, 1, (int)dataSet.Deflate);
                }
                NetCDFDataSet.HandleResult(res);
            }

            if (dims.Length > 0)
            {
                IntPtr[] chunksizes = new IntPtr[dims.Length];

                //int chunk = Math.Min(1000, 100000 / Pow10(dims.Length - 1));
                int chunk;
                switch (dims.Length)
                {
                case 1: chunk = 1000000; break;

                case 2: chunk = 1000; break;

                case 3: chunk = 100; break;

                default: chunk = 10; break;
                }

                if (dims.Length >= 6)
                {
                    chunk = 5;
                }
                else if (dims.Length >= 9)                 // found experimentally
                {
                    chunk = 1;
                }

                //StringBuilder sbChunk = new StringBuilder();
                //sbChunk.Append("Chunk sizes for rank ").Append(dims.Length).Append(": ");
                for (int i = 0; i < dims.Length; i++)
                {
                    //sbChunk.Append(chunk).Append(",");
                    chunksizes[i] = new IntPtr(chunk);                     // TODO: need for an algorithm of chunk size selection
                }
                //Debug.WriteLine(sbChunk.ToString());

                res = NetCDF.nc_def_var_chunking(dataSet.NcId, varid, 0, chunksizes);
                NetCDFDataSet.HandleResult(res);
            }

            if (typeof(DataType) == typeof(DateTime))
            {
                NetCDFDataSet.NcPutAttText(dataSet.NcId, varid, "Units", NetCDFDataSet.dateTimeUnits);
            }
            else if (typeof(DataType) == typeof(bool))
            {
                NetCDFDataSet.NcPutAttText(dataSet.NcId, varid, AttributeTypeMap.AttributeVarSpecialType, typeof(bool).ToString());
            }

            return(new NetCdfVariable <DataType>(dataSet, varid, name, dims));
        }