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Purpose:
Renamed old "HDF5 User's Guide" as "HDF5 User's Guide, Release 1.4.5".
Added navigation bar link to new user's guide on HDF server.
Changed release tag line (in old UG only) back to
"Describes HDF5 Release 1.4.5, February 200 3"
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<!DOCTYPE HTML PUBLIC "-//IETF//DTD HTML//EN">
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<html>
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<head>
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<title>Dataset Interface (H5D)</title>
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<!-- #BeginLibraryItem "/ed_libs/styles_UG.lbi" -->
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<!--
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* * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * *
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* Copyright by the Board of Trustees of the University of Illinois. *
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* All rights reserved. *
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* *
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* This file is part of HDF5. The full HDF5 copyright notice, including *
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* terms governing use, modification, and redistribution, is contained in *
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* the files COPYING and Copyright.html. COPYING can be found at the root *
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* of the source code distribution tree; Copyright.html can be found at the *
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* root level of an installed copy of the electronic HDF5 document set and *
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* is linked from the top-level documents page. It can also be found at *
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* http://hdf.ncsa.uiuc.edu/HDF5/doc/Copyright.html. If you do not have *
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* access to either file, you may request a copy from hdfhelp@ncsa.uiuc.edu. *
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* * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * *
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<link href="ed_styles/UGelect.css" rel="stylesheet" type="text/css">
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<body bgcolor="#FFFFFF">
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<!-- #BeginLibraryItem "/ed_libs/NavBar_UG.lbi" --><hr>
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<center>
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<table border=0 width=98%>
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<tr><td valign=top align=left>
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<a href="index.html">HDF5 documents and links</a> <br>
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<a href="H5.intro.html">Introduction to HDF5</a> <br>
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<a href="RM_H5Front.html">HDF5 Reference Manual</a> <br>
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<a href="http://hdf.ncsa.uiuc.edu/HDF5/doc/UG/index.html">HDF5 User's Guide for Release 1.6</a> <br>
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<!--
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<a href="Glossary.html">Glossary</a><br>
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-->
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</td>
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<td valign=top align=right>
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And in this document, the
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<a href="H5.user.html"><strong>HDF5 User's Guide from Release 1.4.5:</strong></a>
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<br>
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<a href="Files.html">Files</a>
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<a href="Datasets.html">Datasets</a>
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<a href="Datatypes.html">Datatypes</a>
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<a href="Dataspaces.html">Dataspaces</a>
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<a href="Groups.html">Groups</a>
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<br>
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<a href="References.html">References</a>
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<a href="Attributes.html">Attributes</a>
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<a href="Properties.html">Property Lists</a>
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<a href="Errors.html">Error Handling</a>
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<br>
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<a href="Filters.html">Filters</a>
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<a href="Caching.html">Caching</a>
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<a href="Chunking.html">Chunking</a>
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<a href="MountingFiles.html">Mounting Files</a>
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<br>
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<a href="Performance.html">Performance</a>
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<a href="Debugging.html">Debugging</a>
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<a href="Environment.html">Environment</a>
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<a href="ddl.html">DDL</a>
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</td></tr>
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</table>
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</center>
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<hr>
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<!-- #EndLibraryItem --><h1>The Dataset Interface (H5D)</h1>
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<h2>1. Introduction</h2>
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<p>The purpose of the dataset interface is to provide a mechanism
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to describe properties of datasets and to transfer data between
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memory and disk. A dataset is composed of a collection of raw
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data points and four classes of meta data to describe the data
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points. The interface is hopefully designed in such a way as to
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allow new features to be added without disrupting current
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applications that use the dataset interface.
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<p>The four classes of meta data are:
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<dl>
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<dt>Constant Meta Data
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<dd>Meta data that is created when the dataset is created and
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exists unchanged for the life of the dataset. For instance,
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the datatype of stored array elements is defined when the
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dataset is created and cannot be subsequently changed.
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<dt>Persistent Meta Data
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<dd>Meta data that is an integral and permanent part of a
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dataset but can change over time. For instance, the size in
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any dimension can increase over time if such an increase is
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allowed when the dataset was created.
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<dt>Memory Meta Data
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<dd>Meta data that exists to describe how raw data is organized
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in the application's memory space. For instance, the data
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type of elements in an application array might not be the same
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as the datatype of those elements as stored in the HDF5 file.
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<dt>Transport Meta Data
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<dd>Meta data that is used only during the transfer of raw data
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from one location to another. For instance, the number of
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processes participating in a collective I/O request or hints
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to the library to control caching of raw data.
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</dl>
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<p>Each of these classes of meta data is handled differently by
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the library although the same API might be used to create them.
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For instance, the datatype exists as constant meta data and as
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memory meta data; the same API (the <code>H5T</code> API) is
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used to manipulate both pieces of meta data but they're handled
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by the dataset API (the <code>H5D</code> API) in different
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manners.
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<h2>2. Storage Layout Properties</h2>
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<p>The dataset API partitions these terms on three orthogonal axes
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(layout, compression, and external storage) and uses a
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<em>dataset creation property list</em> to hold the various
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settings and pass them through the dataset interface. This is
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similar to the way HDF5 files are created with a file creation
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property list. A dataset creation property list is always
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derived from the default dataset creation property list (use
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<code>H5Pcreate()</code> to get a copy of the default property
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list) by modifying properties with various
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<code>H5Pset_<em>property</em>()</code> functions.
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<dl>
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<dt><code>herr_t H5Pset_layout (hid_t <em>plist_id</em>,
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H5D_layout_t <em>layout</em>)</code>
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<dd>The storage layout is a piece of constant meta data that
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describes what method the library uses to organize the raw
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data on disk. The default layout is contiguous storage.
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<br><br>
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<dl>
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<dt><code>H5D_COMPACT</code> <i><b>(Not yet implemented.)</b></i>
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<dd>The raw data is presumably small and can be stored
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directly in the object header. Such data is
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non-extendible, non-compressible, non-sparse, and cannot
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be stored externally. Most of these restrictions are
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arbitrary but are enforced because of the small size of
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the raw data. Storing data in this format eliminates the
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disk seek/read request normally necessary to read raw
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data.
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<br><br>
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<dt><code>H5D_CONTIGUOUS</code>
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<dd>The raw data is large, non-extendible, non-compressible,
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non-sparse, and can be stored externally. This is the
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default value for the layout property. The term
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<em>large</em> means that it may not be possible to hold
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the entire dataset in memory. The non-compressibility is
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a side effect of the data being large, contiguous, and
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fixed-size at the physical level, which could cause
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partial I/O requests to be extremely expensive if
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compression were allowed.
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<br><br>
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<dt><code>H5D_CHUNKED</code>
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<dd>The raw data is large and can be extended in any
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dimension at any time (provided the data space also allows
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the extension). It may be sparse at the chunk level (each
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chunk is non-sparse, but there might only be a few chunks)
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and each chunk can be compressed and/or stored externally.
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A dataset is partitioned into chunks so each chunk is the
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same logical size. The chunks are indexed by a B-tree and
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are allocated on demand (although it might be useful to be
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able to preallocate storage for parts of a chunked array
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to reduce contention for the B-tree in a parallel
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environment). The chunk size must be defined with
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<code>H5Pset_chunk()</code>.
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<br><br>
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<dt><em>others...</em>
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<dd>Other layout types may be defined later without breaking
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existing code. However, to be able to correctly read or
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modify data stored with one of these new layouts, the
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application will need to be linked with a new version of
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the library. This happens automatically on systems with
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dynamic linking.
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</dl>
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</dl>
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<a name="Dataset_PSetChunk">
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<p>Once the general layout is defined, the user can define
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</a>
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properties of that layout. Currently, the only layout that has
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user-settable properties is the <code>H5D_CHUNKED</code> layout,
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which needs to know the dimensionality and chunk size.
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<dl>
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<dt><code>herr_t H5Pset_chunk (hid_t <em>plist_id</em>, int
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<em>ndims</em>, hsize_t <em>dim</em>[])</code>
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<dd>This function defines the logical size of a chunk for
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chunked layout. If the layout property is set to
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<code>H5D_CHUNKED</code> and the chunk size is set to
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<em>dim</em>. The number of elements in the <em>dim</em> array
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is the dimensionality, <em>ndims</em>. One need not call
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<code>H5Dset_layout()</code> when using this function since
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the chunked layout is implied.
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</dl>
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<p>
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<center>
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<table border align=center width="100%">
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<caption align=bottom><h4>Example: Chunked Storage</h4></caption>
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<tr>
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<td>
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<p>This example shows how a two-dimensional dataset
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is partitioned into chunks. The library can manage file
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memory by moving the chunks around, and each chunk could be
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compressed. The chunks are allocated in the file on demand
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when data is written to the chunk.
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<center>
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<img alt="Chunked Storage" src="chunk1.gif">
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</center>
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<p><code><pre>
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size_t hsize[2] = {1000, 1000};
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plist = H5Pcreate (H5P_DATASET_CREATE);
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H5Pset_chunk (plist, 2, size);
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</pre></code>
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</td>
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</tr>
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</table>
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</center>
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<p>Although it is most efficient if I/O requests are aligned on chunk
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boundaries, this is not a constraint. The application can perform I/O
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on any set of data points as long as the set can be described by the
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data space. The set on which I/O is performed is called the
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<em>selection</em>.
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<h2>3. Compression Properties</h2>
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<p>Chunked data storage
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(see <a href="#Dataset_PSetChunk"><code>H5Pset_chunk</code></a>)
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allows data compression as defined by the function
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<code>H5Pset_deflate</code>.
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<!--
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<dl>
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<dt><code>herr_t H5Pset_compression (hid_t <em>plist_id</em>,
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H5Z_method_t <em>method</em>)</code>
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<dt><code>H5Z_method_t H5Pget_compression (hid_t
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<em>plist_id</em>)</code>
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<dd>These functions set and query the compression method that
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is used to compress the raw data of a dataset. The
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<em>plist_id</em> is a dataset creation property list. The
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possible values for the compression method are:
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<br><br>
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<dl>
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<dt><code>H5Z_NONE</code>
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<dd>This is the default and specifies that no compression is
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to be performed.
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<br><br>
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<dt><code>H5Z_DEFLATE</code>
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<dd>This specifies that a variation of the Lempel-Ziv 1977
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(LZ77) encoding is used, the same encoding used by the
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free GNU <code>gzip</code> program.
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</dl>
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-->
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<br><br>
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<dt><code>herr_t H5Pset_deflate (hid_t <em>plist_id</em>,
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int <em>level</em>)</code>
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<dt><code>int H5Pget_deflate (hid_t <em>plist_id</em>)</code>
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<dd>These functions set or query the deflate level of
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dataset creation property list <em>plist_id</em>. The
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<code>H5Pset_deflate()</code> sets the compression method to
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<code>H5Z_DEFLATE</code> and sets the compression level to
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some integer between one and nine (inclusive). One results in
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the fastest compression while nine results in the best
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compression ratio. The default value is six if
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<code>H5Pset_deflate()</code> isn't called. The
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<code>H5Pget_deflate()</code> returns the compression level
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for the deflate method, or negative if the method is not the
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deflate method.
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</dl>
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<h2>4. External Storage Properties</h2>
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<p>Some storage formats may allow storage of data across a set of
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non-HDF5 files. Currently, only the <code>H5D_CONTIGUOUS</code> storage
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format allows external storage. A set segments (offsets and sizes) in
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one or more files is defined as an external file list, or <em>EFL</em>,
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and the contiguous logical addresses of the data storage are mapped onto
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these segments.
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<dl>
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<dt><code>herr_t H5Pset_external (hid_t <em>plist</em>, const
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char *<em>name</em>, off_t <em>offset</em>, hsize_t
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<em>size</em>)</code>
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<dd>This function adds a new segment to the end of the external
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file list of the specified dataset creation property list. The
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segment begins a byte <em>offset</em> of file <em>name</em> and
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continues for <em>size</em> bytes. The space represented by this
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segment is adjacent to the space already represented by the external
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file list. The last segment in a file list may have the size
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<code>H5F_UNLIMITED</code>, in which case the external file may be
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of unlimited size and no more files can be added to the external files list.
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<br><br>
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<dt><code>int H5Pget_external_count (hid_t <em>plist</em>)</code>
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<dd>Calling this function returns the number of segments in an
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external file list. If the dataset creation property list has no
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external data then zero is returned.
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<br><br>
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<dt><code>herr_t H5Pget_external (hid_t <em>plist</em>, int
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<em>idx</em>, size_t <em>name_size</em>, char *<em>name</em>, off_t
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*<em>offset</em>, hsize_t *<em>size</em>)</code>
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<dd>This is the counterpart for the <code>H5Pset_external()</code>
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function. Given a dataset creation property list and a zero-based
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index into that list, the file name, byte offset, and segment size are
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returned through non-null arguments. At most <em>name_size</em>
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characters are copied into the <em>name</em> argument which is not
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null terminated if the file name is longer than the supplied name
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buffer (this is similar to <code>strncpy()</code>).
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</dl>
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<p>
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<center>
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<table border align=center width="100%">
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<caption align=bottom><h4>Example: Multiple Segments</h4></caption>
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<tr>
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<td>
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<p>This example shows how a contiguous, one-dimensional dataset
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is partitioned into three parts and each of those parts is
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stored in a segment of an external file. The top rectangle
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represents the logical address space of the dataset
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while the bottom rectangle represents an external file.
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<center>
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<img alt="Multiple Segments" src="extern1.gif">
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</center>
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<p><code><pre>
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plist = H5Pcreate (H5P_DATASET_CREATE);
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H5Pset_external (plist, "velocity.data", 3000, 1000);
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H5Pset_external (plist, "velocity.data", 0, 2500);
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H5Pset_external (plist, "velocity.data", 4500, 1500);
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</pre></code>
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<p>One should note that the segments are defined in order of the
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logical addresses they represent, not their order within the
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external file. It would also have been possible to put the
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segments in separate files. Care should be taken when setting
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up segments in a single file since the library doesn't
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automatically check for segments that overlap.
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</td>
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</tr>
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</table>
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</center>
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<p>
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<center>
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<table border align=center width="100%">
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<caption align=bottom><h4>Example: Multi-Dimensional</h4></caption>
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<tr>
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<td>
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<p>This example shows how a contiguous, two-dimensional dataset
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is partitioned into three parts and each of those parts is
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stored in a separate external file. The top rectangle
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represents the logical address space of the dataset
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while the bottom rectangles represent external files.
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<center>
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<img alt="Multiple Dimensions" src="extern2.gif">
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</center>
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<p><code><pre>
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plist = H5Pcreate (H5P_DATASET_CREATE);
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H5Pset_external (plist, "scan1.data", 0, 24);
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H5Pset_external (plist, "scan2.data", 0, 24);
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H5Pset_external (plist, "scan3.data", 0, 16);
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</pre></code>
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<p>The library maps the multi-dimensional array onto a linear
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address space like normal, and then maps that address space
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into the segments defined in the external file list.
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</td>
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</tr>
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</table>
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</center>
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<p>The segments of an external file can exist beyond the end of the
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file. The library reads that part of a segment as zeros. When writing
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to a segment that exists beyond the end of a file, the file is
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automatically extended. Using this feature, one can create a segment
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(or set of segments) which is larger than the current size of the
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dataset, which allows to dataset to be extended at a future time
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(provided the data space also allows the extension).
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<p>All referenced external data files must exist before performing raw
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data I/O on the dataset. This is normally not a problem since those
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files are being managed directly by the application, or indirectly
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through some other library.
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|
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<h2>5. Datatype</h2>
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<p>Raw data has a constant datatype which describes the datatype
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of the raw data stored in the file, and a memory datatype that
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describes the datatype stored in application memory. Both data
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types are manipulated with the <a
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href="Datatypes.html"><code>H5T</code></a> API.
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<p>The constant file datatype is associated with the dataset when
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the dataset is created in a manner described below. Once
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assigned, the constant datatype can never be changed.
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<p>The memory datatype is specified when data is transferred
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to/from application memory. In the name of data sharability,
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the memory datatype must be specified, but can be the same
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type identifier as the constant datatype.
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<p>During dataset I/O operations, the library translates the raw
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data from the constant datatype to the memory datatype or vice
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versa. Structured datatypes include member offsets to allow
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reordering of struct members and/or selection of a subset of
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members and array datatypes include index permutation
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information to allow things like transpose operations (<b>the
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prototype does not support array reordering</b>) Permutations
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are relative to some extrinsic descritpion of the dataset.
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|
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<h2>6. Data Space</h2>
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<p>The dataspace of a dataset defines the number of dimensions
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and the size of each dimension and is manipulated with the
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|
<code>H5S</code> API. The <em>simple</em> dataspace consists of
|
|
maximum dimension sizes and actual dimension sizes, which are
|
|
usually the same. However, maximum dimension sizes can be the
|
|
constant <code>H5D_UNLIMITED</code> in which case the actual
|
|
dimension size can be incremented with calls to
|
|
<code>H5Dextend()</code>. The maximium dimension sizes are
|
|
constant meta data while the actual dimension sizes are
|
|
persistent meta data. Initial actual dimension sizes are
|
|
supplied at the same time as the maximum dimension sizes when
|
|
the dataset is created.
|
|
|
|
<p>The dataspace can also be used to define partial I/O
|
|
operations. Since I/O operations have two end-points, the raw
|
|
data transfer functions take two data space arguments: one which
|
|
describes the application memory data space or subset thereof
|
|
and another which describes the file data space or subset
|
|
thereof.
|
|
|
|
|
|
<h2>7. Setting Constant or Persistent Properties</h2>
|
|
|
|
<p>Each dataset has a set of constant and persistent properties
|
|
which describe the layout method, pre-compression
|
|
transformation, compression method, datatype, external storage,
|
|
and data space. The constant properties are set as described
|
|
above in a dataset creation property list whose identifier is
|
|
passed to <code>H5Dcreate()</code>.
|
|
|
|
<dl>
|
|
<dt><code>hid_t H5Dcreate (hid_t <em>file_id</em>, const char
|
|
*<em>name</em>, hid_t <em>type_id</em>, hid_t
|
|
<em>space_id</em>, hid_t <em>create_plist_id</em>)</code>
|
|
<dd>A dataset is created by calling <code>H5Dcreate</code> with
|
|
a file identifier, a dataset name, a datatype, a dataspace,
|
|
and constant properties. The datatype and dataspace are the
|
|
type and space of the dataset as it will exist in the file,
|
|
which may be different than in application memory.
|
|
Dataset names within a group must be unique:
|
|
<code>H5Dcreate</code> returns an error if a dataset with the
|
|
name specified in <code><em>name</em></code> already exists
|
|
at the location specified in <code><em>file_id</em></code>.
|
|
The <em>create_plist_id</em> is a <code>H5P_DATASET_CREATE</code>
|
|
property list created with <code>H5Pcreate()</code> and
|
|
initialized with the various functions described above.
|
|
<code>H5Dcreate()</code> returns a dataset handle for success
|
|
or negative for failure. The handle should eventually be
|
|
closed by calling <code>H5Dclose()</code> to release resources
|
|
it uses.
|
|
|
|
<br><br>
|
|
<dt><code>hid_t H5Dopen (hid_t <em>file_id</em>, const char
|
|
*<em>name</em>)</code>
|
|
<dd>An existing dataset can be opened for access by calling this
|
|
function. A dataset handle is returned for success or a
|
|
negative value is returned for failure. The handle should
|
|
eventually be closed by calling <code>H5Dclose()</code> to
|
|
release resources it uses.
|
|
|
|
<br><br>
|
|
<dt><code>herr_t H5Dclose (hid_t <em>dataset_id</em>)</code>
|
|
<dd>This function closes a dataset handle and releases all
|
|
resources it might have been using. The handle should not be
|
|
used in subsequent calls to the library.
|
|
|
|
<br><br>
|
|
<dt><code>herr_t H5Dextend (hid_t <em>dataset_id</em>,
|
|
hsize_t <em>dim</em>[])</code>
|
|
<dd>This function extends a dataset by increasing the size in
|
|
one or more dimensions. Not all datasets can be extended.
|
|
</dl>
|
|
|
|
|
|
|
|
<h2>8. Querying Constant or Persistent Properties</h2>
|
|
|
|
<p>Constant or persistent properties can be queried with a set of
|
|
three functions. Each function returns an identifier for a copy
|
|
of the requested properties. The identifier can be passed to
|
|
various functions which modify the underlying object to derive a
|
|
new object; the original dataset is completely unchanged. The
|
|
return values from these functions should be properly destroyed
|
|
when no longer needed.
|
|
|
|
<dl>
|
|
<dt><code>hid_t H5Dget_type (hid_t <em>dataset_id</em>)</code>
|
|
<dd>Returns an identifier for a copy of the dataset permanent
|
|
datatype or negative for failure.
|
|
|
|
<dt><code>hid_t H5Dget_space (hid_t <em>dataset_id</em>)</code>
|
|
<dd>Returns an identifier for a copy of the dataset permanent
|
|
data space, which also contains information about the current
|
|
size of the dataset if the data set is extendable with
|
|
<code>H5Dextend()</code>.
|
|
|
|
<dt><code>hid_t H5Dget_create_plist (hid_t
|
|
<em>dataset_id</em>)</code>
|
|
<dd>Returns an identifier for a copy of the dataset creation
|
|
property list. The new property list is created by examining
|
|
various permanent properties of the dataset. This is mostly a
|
|
catch-all for everything but type and space.
|
|
</dl>
|
|
|
|
|
|
|
|
<h2>9. Setting Memory and Transfer Properties</h2>
|
|
|
|
<p>A dataset also has memory properties which describe memory
|
|
within the application, and transfer properties that control
|
|
various aspects of the I/O operations. The memory can have a
|
|
datatype different than the permanent file datatype (different
|
|
number types, different struct member offsets, different array
|
|
element orderings) and can also be a different size (memory is a
|
|
subset of the permanent dataset elements, or vice versa). The
|
|
transfer properties might provide caching hints or collective
|
|
I/O information. Therefore, each I/O operation must specify
|
|
memory and transfer properties.
|
|
|
|
<p>The memory properties are specified with <em>type_id</em> and
|
|
<em>space_id</em> arguments while the transfer properties are
|
|
specified with the <em>transfer_id</em> property list for the
|
|
<code>H5Dread()</code> and <code>H5Dwrite()</code> functions
|
|
(these functions are described below).
|
|
|
|
<dl>
|
|
<dt><code>herr_t H5Pset_buffer (hid_t <em>xfer_plist</em>,
|
|
hsize_t <em>max_buf_size</em>, void *<em>tconv_buf</em>, void
|
|
*<em>bkg_buf</em>)</code>
|
|
<dt><code>hsize_t H5Pget_buffer (hid_t <em>xfer_plist</em>, void
|
|
**<em>tconv_buf</em>, void **<em>bkg_buf</em>)</code>
|
|
<dd>Sets or retrieves the maximum size in bytes of the temporary
|
|
buffer used for datatype conversion in the I/O pipeline. An
|
|
application-defined buffer can also be supplied as the
|
|
<em>tconv_buf</em> argument, otherwise a buffer will be
|
|
allocated and freed on demand by the library. A second
|
|
temporary buffer <em>bkg_buf</em> can also be supplied and
|
|
should be the same size as the <em>tconv_buf</em>. The
|
|
default values are 1MB for the maximum buffer size, and null
|
|
pointers for each buffer indicating that they should be
|
|
allocated on demand and freed when no longer needed. The
|
|
<code>H5Pget_buffer()</code> function returns the maximum
|
|
buffer size or zero on error.
|
|
</dl>
|
|
|
|
<p>If the maximum size of the temporary I/O pipeline buffers is
|
|
too small to hold the entire I/O request, then the I/O request
|
|
will be fragmented and the transfer operation will be strip
|
|
mined. However, certain restrictions apply to the strip
|
|
mining. For instance, when performing I/O on a hyperslab of a
|
|
simple data space the strip mining is in terms of the slowest
|
|
varying dimension. So if a 100x200x300 hyperslab is requested,
|
|
the temporary buffer must be large enough to hold a 1x200x300
|
|
sub-hyperslab.
|
|
|
|
<p>To prevent strip mining from happening, the application should
|
|
use <code>H5Pset_buffer()</code> to set the size of the
|
|
temporary buffer so it's large enough to hold the entire
|
|
request.
|
|
|
|
<p>
|
|
<center>
|
|
<table border align=center width="100%">
|
|
<caption align=bottom><h4>Example</h4></caption>
|
|
<tr>
|
|
<td>
|
|
<p>This example shows how to define a function that sets
|
|
a dataset transfer property list so that strip mining
|
|
does not occur. It takes an (optional) dataset transfer
|
|
property list, a dataset, a data space that describes
|
|
what data points are being transfered, and a datatype
|
|
for the data points in memory. It returns a (new)
|
|
dataset transfer property list with the temporary
|
|
buffer size set to an appropriate value. The return
|
|
value should be passed as the fifth argument to
|
|
<code>H5Dread()</code> or <code>H5Dwrite()</code>.
|
|
<p><code><pre>
|
|
1 hid_t
|
|
2 disable_strip_mining (hid_t xfer_plist, hid_t dataset,
|
|
3 hid_t space, hid_t mem_type)
|
|
4 {
|
|
5 hid_t file_type; /* File datatype */
|
|
6 size_t type_size; /* Sizeof larger type */
|
|
7 size_t size; /* Temp buffer size */
|
|
8 hid_t xfer_plist; /* Return value */
|
|
9
|
|
10 file_type = H5Dget_type (dataset);
|
|
11 type_size = MAX(H5Tget_size(file_type), H5Tget_size(mem_type));
|
|
12 H5Tclose (file_type);
|
|
13 size = H5Sget_npoints(space) * type_size;
|
|
14 if (xfer_plist<0) xfer_plist = H5Pcreate (H5P_DATASET_XFER);
|
|
15 H5Pset_buffer(xfer_plist, size, NULL, NULL);
|
|
16 return xfer_plist;
|
|
17 }
|
|
</pre></code>
|
|
</td>
|
|
</tr>
|
|
</table>
|
|
</center>
|
|
|
|
|
|
|
|
<h2>10. Querying Memory or Transfer Properties</h2>
|
|
|
|
<p>Unlike constant and persistent properties, a dataset cannot be
|
|
queried for it's memory or transfer properties. Memory
|
|
properties cannot be queried because the application already
|
|
stores those properties separate from the buffer that holds the
|
|
raw data, and the buffer may hold multiple segments from various
|
|
datasets and thus have more than one set of memory properties.
|
|
The transfer properties cannot be queried from the dataset
|
|
because they're associated with the transfer itself and not with
|
|
the dataset (but one can call
|
|
<code>H5Pget_<em>property</em>()</code> to query transfer
|
|
properties from a tempalate).
|
|
|
|
|
|
<h2>11. Raw Data I/O</h2>
|
|
|
|
<p>All raw data I/O is accomplished through these functions which
|
|
take a dataset handle, a memory datatype, a memory data space,
|
|
a file data space, transfer properties, and an application
|
|
memory buffer. They translate data between the memory datatype
|
|
and space and the file datatype and space. The data spaces can
|
|
be used to describe partial I/O operations.
|
|
|
|
<dl>
|
|
<dt><code>herr_t H5Dread (hid_t <em>dataset_id</em>, hid_t
|
|
<em>mem_type_id</em>, hid_t <em>mem_space_id</em>, hid_t
|
|
<em>file_space_id</em>, hid_t <em>xfer_plist_id</em>,
|
|
void *<em>buf</em>/*out*/)</code>
|
|
<dd>Reads raw data from the specified dataset into <em>buf</em>
|
|
converting from file datatype and space to memory datatype
|
|
and space.
|
|
|
|
<br><br>
|
|
<dt><code>herr_t H5Dwrite (hid_t <em>dataset_id</em>, hid_t
|
|
<em>mem_type_id</em>, hid_t <em>mem_space_id</em>, hid_t
|
|
<em>file_space_id</em>, hid_t <em>xfer_plist_id</em>,
|
|
const void *<em>buf</em>)</code>
|
|
<dd>Writes raw data from an application buffer <em>buf</em> to
|
|
the specified dataset converting from memory datatype and
|
|
space to file datatype and space.
|
|
</dl>
|
|
|
|
|
|
<p>In the name of sharability, the memory datatype must be
|
|
supplied. However, it can be the same identifier as was used to
|
|
create the dataset or as was returned by
|
|
<code>H5Dget_type()</code>; the library will not implicitly
|
|
derive memory datatypes from constant datatypes.
|
|
|
|
<p>For complete reads of the dataset one may supply
|
|
<code>H5S_ALL</code> as the argument for the file data space.
|
|
If <code>H5S_ALL</code> is also supplied as the memory data
|
|
space then no data space conversion is performed. This is a
|
|
somewhat dangerous situation since the file data space might be
|
|
different than what the application expects.
|
|
|
|
|
|
|
|
<h2>12. Examples</h2>
|
|
|
|
<p>The examples in this section illustrate some common dataset
|
|
practices.
|
|
|
|
|
|
<p>This example shows how to create a dataset which is stored in
|
|
memory as a two-dimensional array of native <code>double</code>
|
|
values but is stored in the file in Cray <code>float</code>
|
|
format using LZ77 compression. The dataset is written to the
|
|
HDF5 file and then read back as a two-dimensional array of
|
|
<code>float</code> values.
|
|
|
|
<p>
|
|
<center>
|
|
<table border align=center width="100%">
|
|
<caption align=bottom><h4>Example 1</h4></caption>
|
|
<tr>
|
|
<td>
|
|
<p><code><pre>
|
|
1 hid_t file, data_space, dataset, properties;
|
|
2 double dd[500][600];
|
|
3 float ff[500][600];
|
|
4 hsize_t dims[2], chunk_size[2];
|
|
5
|
|
6 /* Describe the size of the array */
|
|
7 dims[0] = 500;
|
|
8 dims[1] = 600;
|
|
9 data_space = H5Screate_simple (2, dims);
|
|
10
|
|
11
|
|
12 /*
|
|
13 * Create a new file using with read/write access,
|
|
14 * default file creation properties, and default file
|
|
15 * access properties.
|
|
16 */
|
|
17 file = H5Fcreate ("test.h5", H5F_ACC_RDWR, H5P_DEFAULT,
|
|
18 H5P_DEFAULT);
|
|
19
|
|
20 /*
|
|
21 * Set the dataset creation plist to specify that
|
|
22 * the raw data is to be partitioned into 100x100 element
|
|
23 * chunks and that each chunk is to be compressed with
|
|
24 * LZ77.
|
|
25 */
|
|
26 chunk_size[0] = chunk_size[1] = 100;
|
|
27 properties = H5Pcreate (H5P_DATASET_CREATE);
|
|
28 H5Pset_chunk (properties, 2, chunk_size);
|
|
29 H5Pset_deflate (properties, 9);
|
|
30
|
|
31 /*
|
|
32 * Create a new dataset within the file. The datatype
|
|
33 * and data space describe the data on disk, which may
|
|
34 * be different than the format used in the application's
|
|
35 * memory.
|
|
36 */
|
|
37 dataset = H5Dcreate (file, "dataset", H5T_CRAY_FLOAT,
|
|
38 data_space, properties);
|
|
39
|
|
40 /*
|
|
41 * Write the array to the file. The datatype and data
|
|
42 * space describe the format of the data in the `dd'
|
|
43 * buffer. The raw data is translated to the format
|
|
44 * required on disk defined above. We use default raw
|
|
45 * data transfer properties.
|
|
46 */
|
|
47 H5Dwrite (dataset, H5T_NATIVE_DOUBLE, H5S_ALL, H5S_ALL,
|
|
48 H5P_DEFAULT, dd);
|
|
49
|
|
50 /*
|
|
51 * Read the array as floats. This is similar to writing
|
|
52 * data except the data flows in the opposite direction.
|
|
53 */
|
|
54 H5Dread (dataset, H5T_NATIVE_FLOAT, H5S_ALL, H5S_ALL,
|
|
55 H5P_DEFAULT, ff);
|
|
56
|
|
64 H5Dclose (dataset);
|
|
65 H5Sclose (data_space);
|
|
66 H5Pclose (properties);
|
|
67 H5Fclose (file);
|
|
</pre></code>
|
|
</td>
|
|
</tr>
|
|
</table>
|
|
</center>
|
|
|
|
<p>This example uses the file created in Example 1 and reads a
|
|
hyperslab of the 500x600 file dataset. The hyperslab size is
|
|
100x200 and it is located beginning at element
|
|
<200,200>. We read the hyperslab into an 200x400 array in
|
|
memory beginning at element <0,0> in memory. Visually,
|
|
the transfer looks something like this:
|
|
|
|
<center>
|
|
<img alt="Raw Data Transfer" src="dataset_p1.gif">
|
|
</center>
|
|
|
|
<p>
|
|
<center>
|
|
<table border align=center width="100%">
|
|
<caption align=bottom><h4>Example 2</h4></caption>
|
|
<tr>
|
|
<td>
|
|
<p><code><pre>
|
|
1 hid_t file, mem_space, file_space, dataset;
|
|
2 double dd[200][400];
|
|
3 hssize_t offset[2];
|
|
4 hsize size[2];
|
|
5
|
|
6 /*
|
|
7 * Open an existing file and its dataset.
|
|
8 */
|
|
9 file = H5Fopen ("test.h5", H5F_ACC_RDONLY, H5P_DEFAULT);
|
|
10 dataset = H5Dopen (file, "dataset");
|
|
11
|
|
12 /*
|
|
13 * Describe the file data space.
|
|
14 */
|
|
15 offset[0] = 200; /*offset of hyperslab in file*/
|
|
16 offset[1] = 200;
|
|
17 size[0] = 100; /*size of hyperslab*/
|
|
18 size[1] = 200;
|
|
19 file_space = H5Dget_space (dataset);
|
|
20 H5Sselect_hyperslab (file_space, H5S_SELECT_SET, offset, NULL, size, NULL);
|
|
21
|
|
22 /*
|
|
23 * Describe the memory data space.
|
|
24 */
|
|
25 size[0] = 200; /*size of memory array*/
|
|
26 size[1] = 400;
|
|
27 mem_space = H5Screate_simple (2, size);
|
|
28
|
|
29 offset[0] = 0; /*offset of hyperslab in memory*/
|
|
30 offset[1] = 0;
|
|
31 size[0] = 100; /*size of hyperslab*/
|
|
32 size[1] = 200;
|
|
33 H5Sselect_hyperslab (mem_space, H5S_SELECT_SET, offset, NULL, size, NULL);
|
|
34
|
|
35 /*
|
|
36 * Read the dataset.
|
|
37 */
|
|
38 H5Dread (dataset, H5T_NATIVE_DOUBLE, mem_space,
|
|
39 file_space, H5P_DEFAULT, dd);
|
|
40
|
|
41 /*
|
|
42 * Close/release resources.
|
|
43 */
|
|
44 H5Dclose (dataset);
|
|
45 H5Sclose (mem_space);
|
|
46 H5Sclose (file_space);
|
|
47 H5Fclose (file);
|
|
</pre></code>
|
|
</td>
|
|
</tr>
|
|
</table>
|
|
</center>
|
|
|
|
<p>If the file contains a compound data structure one of whose
|
|
members is a floating point value (call it "delta") but the
|
|
application is interested in reading an array of floating point
|
|
values which are just the "delta" values, then the application
|
|
should cast the floating point array as a struct with a single
|
|
"delta" member.
|
|
|
|
<p>
|
|
<center>
|
|
<table border align=center width="100%">
|
|
<caption align=bottom><h4>Example 3</h4></caption>
|
|
<tr>
|
|
<td>
|
|
<p><code><pre>
|
|
1 hid_t file, dataset, type;
|
|
2 double delta[200];
|
|
3
|
|
4 /*
|
|
5 * Open an existing file and its dataset.
|
|
6 */
|
|
7 file = H5Fopen ("test.h5", H5F_ACC_RDONLY, H5P_DEFAULT);
|
|
8 dataset = H5Dopen (file, "dataset");
|
|
9
|
|
10 /*
|
|
11 * Describe the memory datatype, a struct with a single
|
|
12 * "delta" member.
|
|
13 */
|
|
14 type = H5Tcreate (H5T_COMPOUND, sizeof(double));
|
|
15 H5Tinsert (type, "delta", 0, H5T_NATIVE_DOUBLE);
|
|
16
|
|
17 /*
|
|
18 * Read the dataset.
|
|
19 */
|
|
20 H5Dread (dataset, type, H5S_ALL, H5S_ALL,
|
|
21 H5P_DEFAULT, dd);
|
|
22
|
|
23 /*
|
|
24 * Close/release resources.
|
|
25 */
|
|
26 H5Dclose (dataset);
|
|
27 H5Tclose (type);
|
|
28 H5Fclose (file);
|
|
</pre></code>
|
|
</td>
|
|
</tr>
|
|
</table>
|
|
</center>
|
|
|
|
|
|
<!-- #BeginLibraryItem "/ed_libs/NavBar_UG.lbi" --><hr>
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<center>
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<table border=0 width=98%>
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<tr><td valign=top align=left>
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<a href="index.html">HDF5 documents and links</a> <br>
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<a href="H5.intro.html">Introduction to HDF5</a> <br>
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<a href="RM_H5Front.html">HDF5 Reference Manual</a> <br>
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<a href="http://hdf.ncsa.uiuc.edu/HDF5/doc/UG/index.html">HDF5 User's Guide for Release 1.6</a> <br>
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<!--
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<a href="Glossary.html">Glossary</a><br>
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-->
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</td>
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<td valign=top align=right>
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And in this document, the
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<a href="H5.user.html"><strong>HDF5 User's Guide from Release 1.4.5:</strong></a>
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<br>
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<a href="Files.html">Files</a>
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<a href="Datasets.html">Datasets</a>
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<a href="Datatypes.html">Datatypes</a>
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<a href="Dataspaces.html">Dataspaces</a>
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<a href="Groups.html">Groups</a>
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<br>
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<a href="References.html">References</a>
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<a href="Attributes.html">Attributes</a>
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<a href="Properties.html">Property Lists</a>
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<a href="Errors.html">Error Handling</a>
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<br>
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<a href="Filters.html">Filters</a>
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<a href="Caching.html">Caching</a>
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<a href="Chunking.html">Chunking</a>
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<a href="MountingFiles.html">Mounting Files</a>
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<br>
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<a href="Performance.html">Performance</a>
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<a href="Debugging.html">Debugging</a>
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<a href="Environment.html">Environment</a>
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<a href="ddl.html">DDL</a>
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</td></tr>
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</table>
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</center>
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<hr>
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<!-- #EndLibraryItem --><!-- #BeginLibraryItem "/ed_libs/Footer.lbi" --><address>
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<a href="mailto:hdfhelp@ncsa.uiuc.edu">HDF Help Desk</a>
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<br>
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Describes HDF5 Release 1.4.5, February 2003
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</address><!-- #EndLibraryItem --><!-- Created: Tue Dec 2 09:17:09 EST 1997 -->
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<!-- hhmts start -->
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Last modified: 2 March 2001
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<!-- hhmts end -->
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</body>
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</html>
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