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Module kyotocabinet
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<h1 class="epydoc">Module kyotocabinet</h1><p class="nomargin-top"></p>
<h1 class="heading">Python 3.x Binding of Kyoto Cabinet</h1>
<h2 class="heading">Introduction</h2>
<p>Kyoto Cabinet is a library of routines for managing a database.
The database is a simple data file containing records, each is a pair
of a key and a value. Every key and value is serial bytes with
variable length. Both binary data and character string can be used
as a key and a value. Each key must be unique within a database.
There is neither concept of data tables nor data types. Records are
organized in hash table or B+ tree.</p>
<p>The following access methods are provided to the database: storing
a record with a key and a value, deleting a record by a key,
retrieving a record by a key. Moreover, traversal access to every
key are provided. These access methods are similar to ones of the
original DBM (and its followers: NDBM and GDBM) library defined in
the UNIX standard. Kyoto Cabinet is an alternative for the DBM
because of its higher performance.</p>
<p>Each operation of the hash database has the time complexity of
"O(1)". Therefore, in theory, the performance is constant
regardless of the scale of the database. In practice, the
performance is determined by the speed of the main memory or the
storage device. If the size of the database is less than the
capacity of the main memory, the performance will seem on-memory
speed, which is faster than std::map of STL. Of course, the database
size can be greater than the capacity of the main memory and the
upper limit is 8 exabytes. Even in that case, each operation needs
only one or two seeking of the storage device.</p>
<p>Each operation of the B+ tree database has the time complexity of
"O(log N)". Therefore, in theory, the performance is
logarithmic to the scale of the database. Although the performance
of random access of the B+ tree database is slower than that of the
hash database, the B+ tree database supports sequential access in
order of the keys, which realizes forward matching search for strings
and range search for integers. The performance of sequential access
is much faster than that of random access.</p>
<p>This library wraps the polymorphic database of the C++ API. So,
you can select the internal data structure by specifying the database
name in runtime. This library works on Python 3.x (3.1 or later)
only. Python 2.x requires another dedicated package.</p>
<h2 class="heading">Installation</h2>
<p>Install the latest version of Kyoto Cabinet beforehand and get the
package of the Python binding of Kyoto Cabinet.</p>
<p>Enter the directory of the extracted package then perform
installation. If your system has the another command except for the
"python3" command, edit the Makefile beforehand.:</p>
<pre class="literalblock">
make
make check
su
make install
</pre>
<p>Symbols of the module `kyotocabinet' should be included in each
source file of application programs.:</p>
<pre class="literalblock">
import kyotocabinet
</pre>
<p>An instance of the class `DB' is used in order to handle a
database. You can store, delete, and retrieve records with the
instance.</p>
<h2 class="heading">Example</h2>
<p>The following code is a typical example to use a database.:</p>
<pre class="literalblock">
from kyotocabinet import *
import sys
# create the database object
db = DB()
# open the database
if not db.open("casket.kch", DB.OWRITER | DB.OCREATE):
print("open error: " + str(db.error()), file=sys.stderr)
# store records
if not db.set("foo", "hop") or not db.set("bar", "step") or not db.set("baz", "jump"):
print("set error: " + str(db.error()), file=sys.stderr)
# retrieve records
value = db.get_str("foo")
if value:
print(value)
else:
print("get error: " + str(db.error()), file=sys.stderr)
# traverse records
cur = db.cursor()
cur.jump()
while True:
rec = cur.get_str(True)
if not rec: break
print(rec[0] + ":" + rec[1])
cur.disable()
# close the database
if not db.close():
print("close error: " + str(db.error()), file=sys.stderr)
</pre>
<p>The following code is a more complex example, which uses the
Visitor pattern.:</p>
<pre class="literalblock">
from kyotocabinet import *
import sys
# create the database object
db = DB()
# open the database
if not db.open("casket.kch", DB.OREADER):
print("open error: " + str(db.error()), file=sys.stderr)
# define the visitor
class VisitorImpl(Visitor):
# call back function for an existing record
def visit_full(self, key, value):
print("{}:{}".format(key.decode(), value.decode()))
return self.NOP
# call back function for an empty record space
def visit_empty(self, key):
print("{} is missing".format(key.decode()), file=sys.stderr)
return self.NOP
visitor = VisitorImpl()
# retrieve a record with visitor
if not db.accept("foo", visitor, False) or not db.accept("dummy", visitor, False):
print("accept error: " + str(db.error()), file=sys.stderr)
# traverse records with visitor
if not db.iterate(visitor, False):
print("iterate error: " + str(db.error()), file=sys.stderr)
# close the database
if not db.close():
print("close error: " + str(db.error()), file=sys.stderr)
</pre>
<p>The following code is also a complex example, which is more suited
to the Python style.:</p>
<pre class="literalblock">
from kyotocabinet import *
import sys
# define the functor
def dbproc(db):
# store records
db[b'foo'] = b'step'; # bytes is fundamental
db['bar'] = 'hop'; # string is also ok
db[3] = 'jump'; # number is also ok
# retrieve a record value
print("{}".format(db['foo'].decode()))
# update records in transaction
def tranproc():
db['foo'] = 2.71828
return True
db.transaction(tranproc)
# multiply a record value
def mulproc(key, value):
return float(value) * 2
db.accept('foo', mulproc)
# traverse records by iterator
for key in db:
print("{}:{}".format(key.decode(), db[key].decode()))
# upcase values by iterator
def upproc(key, value):
return value.upper()
db.iterate(upproc)
# traverse records by cursor
def curproc(cur):
cur.jump()
def printproc(key, value):
print("{}:{}".format(key.decode(), value.decode()))
return Visitor.NOP
while cur.accept(printproc):
cur.step()
db.cursor_process(curproc)
# process the database by the functor
DB.process(dbproc, 'casket.kch')
</pre>
<h2 class="heading">License</h2>
<p>Copyright (C) 2009-2010 FAL Labs. All rights reserved.</p>
<p>Kyoto Cabinet is free software: you can redistribute it and/or
modify it under the terms of the GNU General Public License as
published by the Free Software Foundation, either version 3 of the
License, or any later version.</p>
<p>Kyoto Cabinet is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
General Public License for more details.</p>
<!-- ==================== CLASSES ==================== -->
<a name="section-Classes"></a>
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cellspacing="0" width="100%" bgcolor="white">
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<td align="left" colspan="2" class="table-header">
<span class="table-header">Classes</span></td>
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<td width="15%" align="right" valign="top" class="summary">
<span class="summary-type"> </span>
</td><td class="summary">
<a href="kyotocabinet.Error-class.html" class="summary-name">Error</a><br />
Error data.
</td>
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<td width="15%" align="right" valign="top" class="summary">
<span class="summary-type"> </span>
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<a href="kyotocabinet.Visitor-class.html" class="summary-name">Visitor</a><br />
Interface to access a record.
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<a href="kyotocabinet.FileProcessor-class.html" class="summary-name">FileProcessor</a><br />
Interface to process the database file.
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<span class="summary-type"> </span>
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<a href="kyotocabinet.Cursor-class.html" class="summary-name">Cursor</a><br />
Interface of cursor to indicate a record.
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<span class="summary-type"> </span>
</td><td class="summary">
<a href="kyotocabinet.DB-class.html" class="summary-name">DB</a><br />
Interface of database abstraction.
</td>
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</table>
<!-- ==================== FUNCTIONS ==================== -->
<a name="section-Functions"></a>
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cellspacing="0" width="100%" bgcolor="white">
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<span class="summary-type"> </span>
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<table width="100%" cellpadding="0" cellspacing="0" border="0">
<tr>
<td><span class="summary-sig"><a href="kyotocabinet-module.html#conv_bytes" class="summary-sig-name">conv_bytes</a>(<span class="summary-sig-arg">obj</span>)</span><br />
Convert any object to a string.</td>
<td align="right" valign="top">
</td>
</tr>
</table>
</td>
</tr>
<tr>
<td width="15%" align="right" valign="top" class="summary">
<span class="summary-type"> </span>
</td><td class="summary">
<table width="100%" cellpadding="0" cellspacing="0" border="0">
<tr>
<td><span class="summary-sig"><a href="kyotocabinet-module.html#atoi" class="summary-sig-name">atoi</a>(<span class="summary-sig-arg">str</span>)</span><br />
Convert a string to an integer.</td>
<td align="right" valign="top">
</td>
</tr>
</table>
</td>
</tr>
<tr>
<td width="15%" align="right" valign="top" class="summary">
<span class="summary-type"> </span>
</td><td class="summary">
<table width="100%" cellpadding="0" cellspacing="0" border="0">
<tr>
<td><span class="summary-sig"><a href="kyotocabinet-module.html#atoix" class="summary-sig-name">atoix</a>(<span class="summary-sig-arg">str</span>)</span><br />
Convert a string with a metric prefix to an integer.</td>
<td align="right" valign="top">
</td>
</tr>
</table>
</td>
</tr>
<tr>
<td width="15%" align="right" valign="top" class="summary">
<span class="summary-type"> </span>
</td><td class="summary">
<table width="100%" cellpadding="0" cellspacing="0" border="0">
<tr>
<td><span class="summary-sig"><a href="kyotocabinet-module.html#atof" class="summary-sig-name">atof</a>(<span class="summary-sig-arg">str</span>)</span><br />
Convert a string to a real number.</td>
<td align="right" valign="top">
</td>
</tr>
</table>
</td>
</tr>
<tr>
<td width="15%" align="right" valign="top" class="summary">
<span class="summary-type"> </span>
</td><td class="summary">
<table width="100%" cellpadding="0" cellspacing="0" border="0">
<tr>
<td><span class="summary-sig"><a href="kyotocabinet-module.html#hash_murmur" class="summary-sig-name">hash_murmur</a>(<span class="summary-sig-arg">str</span>)</span><br />
Get the hash value of a string by MurMur hashing.</td>
<td align="right" valign="top">
</td>
</tr>
</table>
</td>
</tr>
<tr>
<td width="15%" align="right" valign="top" class="summary">
<span class="summary-type"> </span>
</td><td class="summary">
<table width="100%" cellpadding="0" cellspacing="0" border="0">
<tr>
<td><span class="summary-sig"><a href="kyotocabinet-module.html#hash_fnv" class="summary-sig-name">hash_fnv</a>(<span class="summary-sig-arg">str</span>)</span><br />
Get the hash value of a string by FNV hashing.</td>
<td align="right" valign="top">
</td>
</tr>
</table>
</td>
</tr>
<tr>
<td width="15%" align="right" valign="top" class="summary">
<span class="summary-type"> </span>
</td><td class="summary">
<table width="100%" cellpadding="0" cellspacing="0" border="0">
<tr>
<td><span class="summary-sig"><a href="kyotocabinet-module.html#levdist" class="summary-sig-name">levdist</a>(<span class="summary-sig-arg">a</span>,
<span class="summary-sig-arg">b</span>,
<span class="summary-sig-arg">utf</span>)</span><br />
Calculate the levenshtein distance of two strings.</td>
<td align="right" valign="top">
</td>
</tr>
</table>
</td>
</tr>
</table>
<!-- ==================== VARIABLES ==================== -->
<a name="section-Variables"></a>
<table class="summary" border="1" cellpadding="3"
cellspacing="0" width="100%" bgcolor="white">
<tr bgcolor="#70b0f0" class="table-header">
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<span class="table-header">Variables</span></td>
</tr>
<tr>
<td width="15%" align="right" valign="top" class="summary">
<span class="summary-type"> </span>
</td><td class="summary">
<a name="VERSION"></a><span class="summary-name">VERSION</span> = <code title="'x.y.z'"><code class="variable-quote">'</code><code class="variable-string">x.y.z</code><code class="variable-quote">'</code></code><br />
The version information.
</td>
</tr>
<tr>
<td width="15%" align="right" valign="top" class="summary">
<span class="summary-type"> </span>
</td><td class="summary">
<a name="__package__"></a><span class="summary-name">__package__</span> = <code title="None">None</code>
</td>
</tr>
</table>
<!-- ==================== FUNCTION DETAILS ==================== -->
<a name="section-FunctionDetails"></a>
<table class="details" border="1" cellpadding="3"
cellspacing="0" width="100%" bgcolor="white">
<tr bgcolor="#70b0f0" class="table-header">
<td align="left" colspan="2" class="table-header">
<span class="table-header">Function Details</span></td>
</tr>
</table>
<a name="conv_bytes"></a>
<div>
<table class="details" border="1" cellpadding="3"
cellspacing="0" width="100%" bgcolor="white">
<tr><td>
<table width="100%" cellpadding="0" cellspacing="0" border="0">
<tr valign="top"><td>
<h3 class="epydoc"><span class="sig"><span class="sig-name">conv_bytes</span>(<span class="sig-arg">obj</span>)</span>
</h3>
</td><td align="right" valign="top"
>
</td>
</tr></table>
<p>Convert any object to a string.</p>
<dl class="fields">
<dt>Parameters:</dt>
<dd><ul class="nomargin-top">
<li><strong class="pname"><code>obj</code></strong> - the object.</li>
</ul></dd>
<dt>Returns:</dt>
<dd>the result string.</dd>
</dl>
</td></tr></table>
</div>
<a name="atoi"></a>
<div>
<table class="details" border="1" cellpadding="3"
cellspacing="0" width="100%" bgcolor="white">
<tr><td>
<table width="100%" cellpadding="0" cellspacing="0" border="0">
<tr valign="top"><td>
<h3 class="epydoc"><span class="sig"><span class="sig-name">atoi</span>(<span class="sig-arg">str</span>)</span>
</h3>
</td><td align="right" valign="top"
>
</td>
</tr></table>
<p>Convert a string to an integer.</p>
<dl class="fields">
<dt>Parameters:</dt>
<dd><ul class="nomargin-top">
<li><strong class="pname"><code>str</code></strong> - specifies the string.</li>
</ul></dd>
<dt>Returns:</dt>
<dd>the integer. If the string does not contain numeric expression,
0 is returned.</dd>
</dl>
</td></tr></table>
</div>
<a name="atoix"></a>
<div>
<table class="details" border="1" cellpadding="3"
cellspacing="0" width="100%" bgcolor="white">
<tr><td>
<table width="100%" cellpadding="0" cellspacing="0" border="0">
<tr valign="top"><td>
<h3 class="epydoc"><span class="sig"><span class="sig-name">atoix</span>(<span class="sig-arg">str</span>)</span>
</h3>
</td><td align="right" valign="top"
>
</td>
</tr></table>
<p>Convert a string with a metric prefix to an integer.</p>
<dl class="fields">
<dt>Parameters:</dt>
<dd><ul class="nomargin-top">
<li><strong class="pname"><code>str</code></strong> - the string, which can be trailed by a binary metric prefix.
"K", "M", "G", "T",
"P", and "E" are supported. They are
case-insensitive.</li>
</ul></dd>
<dt>Returns:</dt>
<dd>the integer. If the string does not contain numeric expression,
0 is returned. If the integer overflows the domain, INT64_MAX or
INT64_MIN is returned according to the sign.</dd>
</dl>
</td></tr></table>
</div>
<a name="atof"></a>
<div>
<table class="details" border="1" cellpadding="3"
cellspacing="0" width="100%" bgcolor="white">
<tr><td>
<table width="100%" cellpadding="0" cellspacing="0" border="0">
<tr valign="top"><td>
<h3 class="epydoc"><span class="sig"><span class="sig-name">atof</span>(<span class="sig-arg">str</span>)</span>
</h3>
</td><td align="right" valign="top"
>
</td>
</tr></table>
<p>Convert a string to a real number.</p>
<dl class="fields">
<dt>Parameters:</dt>
<dd><ul class="nomargin-top">
<li><strong class="pname"><code>str</code></strong> - specifies the string.</li>
</ul></dd>
<dt>Returns:</dt>
<dd>the real number. If the string does not contain numeric
expression, 0.0 is returned.</dd>
</dl>
</td></tr></table>
</div>
<a name="hash_murmur"></a>
<div>
<table class="details" border="1" cellpadding="3"
cellspacing="0" width="100%" bgcolor="white">
<tr><td>
<table width="100%" cellpadding="0" cellspacing="0" border="0">
<tr valign="top"><td>
<h3 class="epydoc"><span class="sig"><span class="sig-name">hash_murmur</span>(<span class="sig-arg">str</span>)</span>
</h3>
</td><td align="right" valign="top"
>
</td>
</tr></table>
<p>Get the hash value of a string by MurMur hashing.</p>
<dl class="fields">
<dt>Parameters:</dt>
<dd><ul class="nomargin-top">
<li><strong class="pname"><code>str</code></strong> - the string.</li>
</ul></dd>
<dt>Returns:</dt>
<dd>the hash value.</dd>
</dl>
</td></tr></table>
</div>
<a name="hash_fnv"></a>
<div>
<table class="details" border="1" cellpadding="3"
cellspacing="0" width="100%" bgcolor="white">
<tr><td>
<table width="100%" cellpadding="0" cellspacing="0" border="0">
<tr valign="top"><td>
<h3 class="epydoc"><span class="sig"><span class="sig-name">hash_fnv</span>(<span class="sig-arg">str</span>)</span>
</h3>
</td><td align="right" valign="top"
>
</td>
</tr></table>
<p>Get the hash value of a string by FNV hashing.</p>
<dl class="fields">
<dt>Parameters:</dt>
<dd><ul class="nomargin-top">
<li><strong class="pname"><code>str</code></strong> - the string.</li>
</ul></dd>
<dt>Returns:</dt>
<dd>the hash value.</dd>
</dl>
</td></tr></table>
</div>
<a name="levdist"></a>
<div>
<table class="details" border="1" cellpadding="3"
cellspacing="0" width="100%" bgcolor="white">
<tr><td>
<table width="100%" cellpadding="0" cellspacing="0" border="0">
<tr valign="top"><td>
<h3 class="epydoc"><span class="sig"><span class="sig-name">levdist</span>(<span class="sig-arg">a</span>,
<span class="sig-arg">b</span>,
<span class="sig-arg">utf</span>)</span>
</h3>
</td><td align="right" valign="top"
>
</td>
</tr></table>
<p>Calculate the levenshtein distance of two strings.</p>
<dl class="fields">
<dt>Parameters:</dt>
<dd><ul class="nomargin-top">
<li><strong class="pname"><code>a</code></strong> - one string.</li>
<li><strong class="pname"><code>b</code></strong> - the other string.</li>
<li><strong class="pname"><code>utf</code></strong> - flag to treat keys as UTF-8 strings.</li>
</ul></dd>
<dt>Returns:</dt>
<dd>the levenshtein distance.</dd>
</dl>
</td></tr></table>
</div>
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