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authorFrank Baker <fbaker@hdfgroup.org>2000-12-22 20:47:59 (GMT)
committerFrank Baker <fbaker@hdfgroup.org>2000-12-22 20:47:59 (GMT)
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+<HTML><HEAD>
+<TITLE>HDF5 Tutorial - Chunking and Extendible Datasets
+</TITLE>
+</HEAD>
+
+<body bgcolor="#ffffff">
+
+<!-- BEGIN MAIN BODY -->
+
+<A HREF="http://www.ncsa.uiuc.edu/"><img border=0
+src="http://www.ncsa.uiuc.edu/Images/NCSAhome/footerlogo.gif"
+width=78 height=27 alt="NCSA"><P></A>
+
+ [ <A HREF="title.html"><I>HDF5 Tutorial Top</I></A> ]
+<H1>
+<BIG><BIG><BIG><FONT COLOR="#c101cd">Chunking and Extendible Datasets</FONT>
+</BIG></BIG></BIG></H1>
+
+<hr noshade size=1>
+
+<BODY>
+<H2>Contents:</H2>
+<UL>
+ <LI><A HREF="#def">Creating an Extendible Dataset</A>
+ <LI>Programming Example
+<UL>
+ <LI> <A HREF="#desc">Description</A>
+ <LI> <A HREF="#rem">Remarks</A>
+<!--
+ <LI> <A HREF="#fc">File Contents</A>
+ <LI> <A HREF="#ddl">Dataset Definition in DDL</A>
+-->
+</UL>
+</UL>
+<HR>
+<A NAME="def">
+<H2>Creating an Extendible Dataset</H2>
+An extendible dataset is one whose dimensions can grow. In HDF5, it is possible to define a dataset to have certain initial dimensions, then later
+to increase the size of any of the initial dimensions.
+<P>
+HDF5 requires you to use chunking in order to define extendible datasets. Chunking makes it possible to extend datasets efficiently, without
+having to reorganize storage excessively.
+<P>
+The following operations are required in order to write an extendible dataset:
+<OL>
+ <LI>Declare the dataspace of the dataset to have unlimited dimensions for all dimensions that might eventually be extended.
+ <LI>Set dataset creation properties to enable chunking and create a dataset.
+ <LI>Extend the size of the dataset.
+</OL>
+<H2> Programming Example</H2>
+<A NAME="desc">
+<H3><U>Description</U></H3>
+This example shows how to create a 3 x 3 extendible dataset, write to that
+dataset, extend the dataset to 10x3, and write to the dataset again.
+[<A HREF="examples/h5_extend.c">Download h5_extend.c</A>]
+<PRE>
+
+/**************************************************************
+ *
+ * This example shows how to work with extendible datasets.
+ * In the current version of the library a dataset MUST be
+ * chunked in order to be extendible.
+ *
+ * This example is derived from the h5_extend_write.c and
+ * h5_read_chunk.c examples that are in the "Introduction
+ * to HDF5".
+ *
+ *************************************************************/
+
+#include "hdf5.h"
+
+#define FILE "ext.h5"
+#define DATASETNAME "ExtendibleArray"
+#define RANK 2
+
+int
+main (void)
+{
+ hid_t file; /* handles */
+ hid_t dataspace, dataset;
+ hid_t filespace;
+ hid_t cparms;
+ hid_t memspace;
+
+ hsize_t dims[2] = { 3, 3}; /* dataset dimensions
+ at creation time */
+ hsize_t dims1[2] = { 3, 3}; /* data1 dimensions */
+ hsize_t dims2[2] = { 7, 1}; /* data2 dimensions */
+
+ hsize_t maxdims[2] = {H5S_UNLIMITED, H5S_UNLIMITED};
+ hsize_t size[2];
+ hssize_t offset[2];
+ hsize_t i,j;
+ herr_t status, status_n;
+ int data1[3][3] = { {1, 1, 1}, /* data to write */
+ {1, 1, 1},
+ {1, 1, 1} };
+
+ int data2[7] = { 2, 2, 2, 2, 2, 2, 2};
+
+ /* Variables used in reading data back */
+ hsize_t chunk_dims[2] ={2, 5};
+ hsize_t chunk_dimsr[2];
+ hsize_t dimsr[2];
+ int data_out[10][3];
+ int rank, rank_chunk;
+
+ /* Create the data space with unlimited dimensions. */
+ dataspace = H5Screate_simple (RANK, dims, maxdims);
+
+ /* Create a new file. If file exists its contents will be overwritten. */
+ file = H5Fcreate (FILE, H5F_ACC_TRUNC, H5P_DEFAULT, H5P_DEFAULT);
+
+ /* Modify dataset creation properties, i.e. enable chunking */
+ cparms = H5Pcreate (H5P_DATASET_CREATE);
+ status = H5Pset_chunk ( cparms, RANK, chunk_dims);
+
+ /* Create a new dataset within the file using cparms
+ creation properties. */
+ dataset = H5Dcreate (file, DATASETNAME, H5T_NATIVE_INT, dataspace,
+ cparms);
+
+ /* Extend the dataset. This call assures that dataset is 3 x 3.*/
+ size[0] = 3;
+ size[1] = 3;
+ status = H5Dextend (dataset, size);
+
+ /* Select a hyperslab */
+ filespace = H5Dget_space (dataset);
+ offset[0] = 0;
+ offset[1] = 0;
+ status = H5Sselect_hyperslab (filespace, H5S_SELECT_SET, offset, NULL,
+ dims1, NULL);
+
+ /* Write the data to the hyperslab */
+ status = H5Dwrite (dataset, H5T_NATIVE_INT, dataspace, filespace,
+ H5P_DEFAULT, data1);
+
+ /* Extend the dataset. Dataset becomes 10 x 3 */
+ dims[0] = dims1[0] + dims2[0];
+ size[0] = dims[0];
+ size[1] = dims[1];
+ status = H5Dextend (dataset, size);
+
+ /* Select a hyperslab */
+ filespace = H5Dget_space (dataset);
+ offset[0] = 3;
+ offset[1] = 0;
+ status = H5Sselect_hyperslab (filespace, H5S_SELECT_SET, offset, NULL,
+ dims2, NULL);
+
+ /* Define memory space */
+ dataspace = H5Screate_simple (RANK, dims2, NULL);
+
+ /* Write the data to the hyperslab */
+ status = H5Dwrite (dataset, H5T_NATIVE_INT, dataspace, filespace,
+ H5P_DEFAULT, data2);
+
+ /* Close resources */
+ status = H5Dclose (dataset);
+ status = H5Sclose (dataspace);
+ status = H5Sclose (filespace);
+ status = H5Fclose (file);
+
+/****************************************************************
+ Read the data back
+ ***************************************************************/
+
+ file = H5Fopen (FILE, H5F_ACC_RDONLY, H5P_DEFAULT);
+ dataset = H5Dopen (file, DATASETNAME);
+ filespace = H5Dget_space (dataset);
+ rank = H5Sget_simple_extent_ndims (filespace);
+ status_n = H5Sget_simple_extent_dims (filespace, dimsr, NULL);
+
+ cparms = H5Dget_create_plist (dataset);
+ if (H5D_CHUNKED == H5Pget_layout (cparms))
+ {
+ rank_chunk = H5Pget_chunk (cparms, 2, chunk_dimsr);
+ }
+
+ memspace = H5Screate_simple (rank,dimsr,NULL);
+ status = H5Dread (dataset, H5T_NATIVE_INT, memspace, filespace,
+ H5P_DEFAULT, data_out);
+ printf("\n");
+ printf("Dataset: \n");
+ for (j = 0; j &lt; dimsr[0]; j++)
+ {
+ for (i = 0; i &lt; dimsr[1]; i++)
+ printf("%d ", data_out[j][i]);
+ printf("\n");
+ }
+
+ status = H5Pclose (cparms);
+ status = H5Dclose (dataset);
+ status = H5Sclose (filespace);
+ status = H5Sclose (memspace);
+ status = H5Fclose (file);
+}
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
+</PRE>
+
+<A NAME="rem">
+<H3><U>Remarks</U></H3>
+<P>
+<UL>
+<LI>The function H5Pcreate creates a new property as an instance of
+ a property list. The signature of this function is as follows:
+<PRE>
+ hid_t H5Pcreate ( H5P_class_t type )
+</PRE>
+<UL>
+<LI>The parameter <I>type</I> is the type of property list to create.<BR>
+ The class types are: H5P_FILE_CREATE, H5P_FILE_ACCESS, H5P_DATASET_CREATE,
+ H5P_DATASET_XFER, and H5P_MOUNT
+</UL>
+<P>
+<LI>The function H5Pset_chunk sets the size of the chunks used
+ to store a chunked layout dataset.
+ The signature of this function is as follows:
+<PRE>
+ herr_t H5Pset_chunk ( hid_t plist, int ndims, const hsize_t * dim )
+</PRE>
+<UL>
+<LI>The first parameter, <I>plist</I>, is the identifier for the property
+ list to query.
+<LI>The second parameter, <I>ndims</I>, is the number of dimensions of
+ each chunk.
+<LI>The third parameter, <I>dim</I>, is an array containing the size of
+ each chunk.
+</UL>
+<P>
+A non-negative value is returned if successful; otherwise a negative
+value is returned.
+<P>
+<LI>The function H5Dextend extends a dataset that has an unlimited
+ dimension. The signature is as follows:
+<PRE>
+ herr_t H5Dextend ( hid_t dataset_id, const hsize_t * size )
+</PRE>
+<UL>
+<LI>The first parameter, <I>dataset_id</I>, is the identifier of
+ the dataset.
+<LI>The second parater, <I>size</I>, is an array containing the
+ new magnitude of each dimension.
+</UL>
+<P>
+This function returns a non-negative value if successful; otherwise
+it returns a negative value.
+<P>
+<LI>The H5Dget_create_plist function returns an identifier for a
+copy of the dataset creation property list for a dataset.
+<P>
+<LI>The H5Pget_layout function returns the layout of the raw data for a
+dataset. Valid types are H5D_COMPACT, H5D_CONTIGUOUS, and H5D_CHUNKED.
+<P>
+<LI>The H5Pget_chunk function retrieves the size of chunks for the
+raw data of a chunked layout dataset.
+The signature of this function is:
+<PRE>
+ int H5Pget_chunk ( hid_t plist, int max_ndims, hsize_t * dims )
+</PRE>
+<UL>
+<LI>The first parameter, <I>plist</I>, is the identifier of the
+ property list to query.
+<LI>The second parameter, <I>max_ndims</I>, is the size of the <I>dims</I>
+ array.
+<LI>The third parameter, <I>dims</I>, is the array to store the chunk
+ dimensions
+</UL>
+<P>
+<LI>The H5Pclose function terminates access to a property list.
+ The signature of this function is:
+<PRE>
+ herr_t H5Pclose ( hid_t plist )
+</PRE>
+where <I>plist</I> is the identifier of the property list to terminate
+access to.
+</UL>
+
+
+<!--
+<A NAME="fc">
+<H3><U>File Contents</U></H3>
+-->
+
+
+
+
+
+<!-- BEGIN FOOTER INFO -->
+
+<P><hr noshade size=1>
+<font face="arial,helvetica" size="-1">
+ <a href="http://www.ncsa.uiuc.edu/"><img border=0
+ src="http://www.ncsa.uiuc.edu/Images/NCSAhome/footerlogo.gif"
+ width=78 height=27 alt="NCSA"><br>
+ The National Center for Supercomputing Applications</A><br>
+ <a href="http://www.uiuc.edu/">University of Illinois
+ at Urbana-Champaign</a><br>
+ <br>
+<!-- <A HREF="helpdesk.mail.html"> -->
+<A HREF="mailto:hdfhelp@ncsa.uiuc.edu">
+hdfhelp@ncsa.uiuc.edu</A>
+<BR> <H6>Last Modified: August 27, 1999</H6><BR>
+<!-- modified by Barbara Jones - bljones@ncsa.uiuc.edu -->
+</FONT>
+<BR>
+<!-- <A HREF="mailto:hdfhelp@ncsa.uiuc.edu"> -->
+
+</BODY>
+</HTML>
+
+
+