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+<!DOCTYPE HTML PUBLIC "-//IETF//DTD HTML//EN">
+<html>
+ <head>
+ <title>Compression</title>
+ </head>
+
+ <body>
+ <h1>Compression</h1>
+
+ <h2>1. Introduction</h2>
+
+ <p>HDF5 supports compression of raw data by compression methods
+ built into the library or defined by an application. A
+ compression method is associated with a dataset when the dataset
+ is created and is applied independently to each storage chunk of
+ the dataset.
+
+ The dataset must use the <code>H5D_CHUNKED</code> storage
+ layout. The library doesn't support compression for contiguous
+ datasets because of the difficulty of implementing random access
+ for partial I/O, and compact dataset compression is not
+ supported because it wouldn't produce significant results.
+
+ <h2>2. Supported Compression Methods</h2>
+
+ <p>The library identifies compression methods with small
+ integers, with values less than 16 reserved for use by NCSA and
+ values between 16 and 255 (inclusive) available for general
+ use. This range may be extended in the future if it proves to
+ be too small.
+
+ <p>
+ <center>
+ <table align=center width="80%">
+ <tr>
+ <th width="30%">Method Name</th>
+ <th width="70%">Description</th>
+ </tr>
+
+ <tr valign=top>
+ <td><code>H5Z_NONE</code></td>
+ <td>The default is to not use compression. Specifying
+ <code>H5Z_NONE</code> as the compression method results
+ in better perfomance than writing a function that just
+ copies data because the library's I/O pipeline
+ recognizes this method and is able to short circuit
+ parts of the pipeline.</td>
+ </tr>
+
+ <tr valign=top>
+ <td><code>H5Z_DEFLATE</code></td>
+ <td>The <em>deflate</em> method is the algorithm used by
+ the GNU <code>gzip</code>program. It's a combination of
+ a Huffman encoding followed by a 1977 Lempel-Ziv (LZ77)
+ dictionary encoding. The aggressiveness of the
+ compression can be controlled by passing an integer value
+ to the compressor with <code>H5Pset_deflate()</code>
+ (see below). In order for this compression method to be
+ used, the HDF5 library must be configured and compiled
+ in the presence of the GNU zlib version 1.1.2 or
+ later.</td>
+ </tr>
+
+ <tr valign=top>
+ <td><code>H5Z_RES_<em>N</em></code></td>
+ <td>These compression methods (where <em>N</em> is in the
+ range two through 15, inclusive) are reserved by NCSA
+ for future use.</td>
+ </tr>
+
+ <tr valign=top>
+ <td>Values of <em>N</em> between 16 and 255, inclusive</td>
+ <td>These values can be used to represent application-defined
+ compression methods. We recommend that methods under
+ testing should be in the high range and when a method is
+ about to be published it should be given a number near
+ the low end of the range (or even below 16). Publishing
+ the compression method and its numeric ID will make a
+ file sharable.</td>
+ </tr>
+ </table>
+ </center>
+
+ <p>Setting the compression for a dataset to a method which was
+ not compiled into the library and/or not registered by the
+ application is allowed, but writing to such a dataset will
+ silently <em>not</em> compress the data. Reading a compressed
+ dataset for a method which is not available will result in
+ errors (specifically, <code>H5Dread()</code> will return a
+ negative value). The errors will be displayed in the
+ compression statistics if the library was compiled with
+ debugging turned on for the &quot;z&quot; package. See the
+ section on diagnostics below for more details.
+
+ <h2>3. Application-Defined Methods</h2>
+
+ <p>Compression methods 16 through 255 can be defined by an
+ application. As mentioned above, methods that have not been
+ released should use high numbers in that range while methods
+ that have been published will be assigned an official number in
+ the low region of the range (possibly less than 16). Users
+ should be aware that using unpublished compression methods
+ results in unsharable files.
+
+ <p>A compression method has two halves: one have handles
+ compression and the other half handles uncompression. The
+ halves are implemented as functions
+ <code><em>method</em>_c</code> and
+ <code><em>method</em>_u</code> respectively. One should not use
+ the names <code>compress</code> or <code>uncompress</code> since
+ they are likely to conflict with other compression libraries
+ (like the GNU zlib).
+
+ <p>Both the <code><em>method</em>_c</code> and
+ <code><em>method</em>_u</code> functions take the same arguments
+ and return the same values. They are defined with the type:
+
+ <dl>
+ <dt><code>typedef size_t (*H5Z_func_t)(unsigned int
+ <em>flags</em>, size_t <em>cd_size</em>, const void
+ *<em>client_data</em>, size_t <em>src_nbytes</em>, const
+ void *<em>src</em>, size_t <em>dst_nbytes</em>, void
+ *<em>dst</em>/*out*/)</code>
+ <dd>The <em>flags</em> are an 8-bit vector which is stored in
+ the file and which is defined when the compression method is
+ defined. The <em>client_data</em> is a pointer to
+ <em>cd_size</em> bytes of configuration data which is also
+ stored in the file. The function compresses or uncompresses
+ <em>src_nbytes</em> from the source buffer <em>src</em> into
+ at most <em>dst_nbytes</em> of the result buffer <em>dst</em>.
+ The function returns the number of bytes written to the result
+ buffer or zero if an error occurs. But if a result buffer
+ overrun occurs the function should return a value at least as
+ large as <em>dst_size</em> (the uncompressor will see an
+ overrun only for corrupt data).
+ </dl>
+
+ <p>The application associates the pair of functions with a name
+ and a method number by calling <code>H5Zregister()</code>. This
+ function can also be used to remove a compression method from
+ the library by supplying null pointers for the functions.
+
+ <dl>
+ <dt><code>herr_t H5Zregister (H5Z_method_t <em>method</em>,
+ const char *<em>name</em>, H5Z_func_t <em>method_c</em>,
+ H5Z_func_t <em>method_u</em>)</code>
+ <dd>The pair of functions to be used for compression
+ (<em>method_c</em>) and uncompression (<em>method_u</em>) are
+ associated with a short <em>name</em> used for debugging and a
+ <em>method</em> number in the range 16 through 255. This
+ function can be called as often as desired for a particular
+ compression method with each call replacing the information
+ stored by the previous call. Sometimes it's convenient to
+ supply only one half of the compression, for instance in an
+ application that opens files for read-only. Compression
+ statistics for the method are accumulated across calls to this
+ function.
+ </dl>
+
+ <p>
+ <center>
+ <table border align=center width="100%">
+ <caption align=bottom><h4>Example: Registering an
+ Application-Defined Compression Method</h4></caption>
+ <tr>
+ <td>
+ <p>Here's a simple-minded &quot;compression&quot; method
+ that just copies the input value to the output. It's
+ similar to the <code>H5Z_NONE</code> method but
+ slower. Compression and uncompression are performed
+ by the same function.
+
+ <p><code><pre>
+size_t
+bogus (unsigned int flags,
+ size_t cd_size, const void *client_data,
+ size_t src_nbytes, const void *src,
+ size_t dst_nbytes, void *dst/*out*/)
+{
+ memcpy (dst, src, src_nbytes);
+ return src_nbytes;
+}
+ </pre></code>
+
+ <p>The function could be registered as method 250 as
+ follows:
+
+ <p><code><pre>
+#define H5Z_BOGUS 250
+H5Zregister (H5Z_BOGUS, "bogus", bogus, bogus);
+ </pre></code>
+
+ <p>The function can be unregistered by saying:
+
+ <p><code><pre>
+H5Zregister (H5Z_BUGUS, "bogus", NULL, NULL);
+ </pre></code>
+
+ <p>Notice that we kept the name &quot;bogus&quot; even
+ though we unregistered the functions that perform the
+ compression and uncompression. This makes compression
+ statistics more understandable when they're printed.
+ </td>
+ </tr>
+ </table>
+ </center>
+
+ <h2>4. Enabling Compression for a Dataset</h2>
+
+ <p>If a dataset is to be compressed then the compression
+ information must be specified when the dataset is created since
+ once a dataset is created compression parameters cannot be
+ adjusted. The compression is specified through the dataset
+ creation property list (see <code>H5Pcreate()</code>).
+
+ <dl>
+ <dt><code>herr_t H5Pset_deflate (hid_t <em>plist</em>, int
+ <em>level</em>)</code>
+ <dd>The compression method for dataset creation property list
+ <em>plist</em> is set to <code>H5Z_DEFLATE</code> and the
+ aggression level is set to <em>level</em>. The <em>level</em>
+ must be a value between one and nine, inclusive, where one
+ indicates no (but fast) compression and nine is aggressive
+ compression.
+
+ <br><br>
+ <dt><code>int H5Pget_deflate (hid_t <em>plist</em>)</code>
+ <dd>If dataset creation property list <em>plist</em> is set to
+ use <code>H5Z_DEFLATE</code> compression then this function
+ will return the aggression level, an integer between one and
+ nine inclusive. If <em>plist</em> isn't a valid dataset
+ creation property list or it isn't set to use the deflate
+ method then a negative value is returned.
+
+ <br><br>
+ <dt><code>herr_t H5Pset_compression (hid_t <em>plist</em>,
+ H5Z_method_t <em>method</em>, unsigned int <em>flags</em>,
+ size_t <em>cd_size</em>, const void *<em>client_data</em>)</code>
+ <dd>This is a catch-all function for defining compresion methods
+ and is intended to be called from a wrapper such as
+ <code>H5Pset_deflate()</code>. The dataset creation property
+ list <em>plist</em> is adjusted to use the specified
+ compression method. The <em>flags</em> is an 8-bit vector
+ which is stored in the file as part of the compression message
+ and passed to the compress and uncompress functions. The
+ <em>client_data</em> is a byte array of length
+ <em>cd_size</em> which is copied to the file and passed to the
+ compress and uncompress methods.
+
+ <br><br>
+ <dt><code>H5Z_method_t H5Pget_compression (hid_t <em>plist</em>,
+ unsigned int *<em>flags</em>, size_t *<em>cd_size</em>, void
+ *<em>client_data</em>)</code>
+ <dd>This is a catch-all function for querying the compression
+ method associated with dataset creation property list
+ <em>plist</em> and is intended to be called from a wrapper
+ function such as <code>H5Pget_deflate()</code>. The
+ compression method (or a negative value on error) is returned
+ by value, and compression flags and client data is returned by
+ argument. The application should allocate the
+ <em>client_data</em> and pass its size as the
+ <em>cd_size</em>. On return, <em>cd_size</em> will contain
+ the actual size of the client data. If <em>client_data</em>
+ is not large enough to hold the entire client data then
+ <em>cd_size</em> bytes are copied into <em>client_data</em>
+ and <em>cd_size</em> is set to the total size of the client
+ data, a value larger than the original.
+ </dl>
+
+ <p>It is possible to set the compression to a method which hasn't
+ been defined with <code>H5Zregister()</code> and which isn't
+ supported as a predefined method (for instance, setting the
+ method to <code>H5Z_DEFLATE</code> when the GNU zlib isn't
+ available). If that happens then data will be written to the
+ file in its uncompressed form and the compression statistics
+ will show failures for the compression.
+
+ <p>
+ <center>
+ <table border align=center width="100%">
+ <caption align=bottom><h4>Example: Statistics for an
+ Unsupported Compression Method</h4></caption>
+ <tr>
+ <td>
+ <p>If an application attempts to use an unsupported
+ method then the compression statistics will show large
+ numbers of compression errors and no data
+ uncompressed.
+
+ <p><code><pre>
+H5Z: compression statistics accumulated over life of library:
+ Method Total Overrun Errors User System Elapsed Bandwidth
+ ------ ----- ------- ------ ---- ------ ------- ---------
+ deflate-c 160000 0 160000 0.00 0.01 0.01 1.884e+07
+ deflate-u 0 0 0 0.00 0.00 0.00 NaN
+ </pre></code>
+
+ <p>This example is from a program that tried to use
+ <code>H5Z_DEFLATE</code> on a system that didn't have
+ the GNU zlib to write to a dataset and then read the
+ result. The read and write both succeeded but the
+ data was not compressed.
+ </td>
+ </tr>
+ </table>
+ </center>
+
+ <h2>5. Compression Diagnostics</h2>
+
+ <p>If the library is compiled with debugging turned on for the H5Z
+ layer (usually as a result of <code>configure --enable-debug=z</code>)
+ then statistics about data compression are printed when the
+ application exits normally or the library is closed. The
+ statistics are written to the standard error stream and include
+ two lines for each compression method that was used: the first
+ line shows compression statistics while the second shows
+ uncompression statistics. The following fields are displayed:
+
+ <p>
+ <center>
+ <table align=center width="80%">
+ <tr>
+ <th width="30%">Field Name</th>
+ <th width="70%">Description</th>
+ </tr>
+
+ <tr valign=top>
+ <td>Method</td>
+ <td>This is the name of the method as defined with
+ <code>H5Zregister()</code> with the letters
+ &quot;-c&quot; or &quot;-u&quot; appended to indicate
+ compression or uncompression.</td>
+ </tr>
+
+ <tr valign=top>
+ <td>Total</td>
+ <td>The total number of bytes compressed or decompressed
+ including buffer overruns and errors. Bytes of
+ non-compressed data are counted.</td>
+ </tr>
+
+ <tr valign=top>
+ <td>Overrun</td>
+ <td>During compression, if the algorithm causes the result
+ to be at least as large as the input then a buffer
+ overrun error occurs. This field shows the total number
+ of bytes from the Total column which can be attributed to
+ overruns. Overruns for decompression can only happen if
+ the data has been corrupted in some way and will result
+ in failure of <code>H5Dread()</code>.</td>
+ </tr>
+
+ <tr valign=top>
+ <td>Errors</td>
+ <td>If an error occurs during compression the data is
+ stored in it's uncompressed form; and an error during
+ uncompression causes <code>H5Dread()</code> to return
+ failure. This field shows the number of bytes of the
+ Total column which can be attributed to errors.</td>
+ </tr>
+
+ <tr valign=top>
+ <td>User, System, Elapsed</td>
+ <td>These are the amount of user time, system time, and
+ elapsed time in seconds spent by the library to perform
+ compression. Elapsed time is sensitive to system
+ load. These times may be zero on operating systems that
+ don't support the required operations.</td>
+ </tr>
+
+ <tr valign=top>
+ <td>Bandwidth</td>
+ <td>This is the compression bandwidth which is the total
+ number of bytes divided by elapsed time. Since elapsed
+ time is subject to system load the bandwidth numbers
+ cannot always be trusted. Furthermore, the bandwidth
+ includes overrun and error bytes which may significanly
+ taint the value.</td>
+ </tr>
+ </table>
+ </center>
+
+ <p>
+ <center>
+ <table border align=center width="100%">
+ <caption align=bottom><h4>Example: Compression
+ Statistics</h4></caption>
+ <tr>
+ <td>
+ <p><code><pre>
+H5Z: compression statistics accumulated over life of library:
+ Method Total Overrun Errors User System Elapsed Bandwidth
+ ------ ----- ------- ------ ---- ------ ------- ---------
+ deflate-c 160000 200 0 0.62 0.74 1.33 1.204e+05
+ deflate-u 120000 0 0 0.11 0.00 0.12 9.885e+05
+ </pre></code>
+ </td>
+ </tr>
+ </table>
+ </center>
+
+ <hr>
+ <address><a href="mailto:matzke@llnl.gov">Robb Matzke</a></address>
+<!-- Created: Fri Apr 17 13:39:35 EDT 1998 -->
+<!-- hhmts start -->
+Last modified: Fri Apr 17 16:15:21 EDT 1998
+<!-- hhmts end -->
+ </body>
+</html>