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author | Daniele Nicolodi <nicolodi@science.unitn.it> |
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date | Mon, 05 Dec 2011 16:20:06 +0100 |
parents | f0afece42f48 |
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<h2>Introduction</h2> <p> An LTPDA repository has at its core a database server (in fact, a <a href="matlab:web('http://www.mysql.com')">MySQL server</a>). A single MySQL server can host multiple databases (LTPDA repositories). A single database/repository comprises a particular set of database tables. These tables hold meta-data about the objects stored in the database. </p> <p> Since the core engine is a MySQL database, in principle any MySQL client can be used to interface with the repository. In order to submit and retrieve objects in the proper way (entering all expected meta-data), it is strongly suggested that you use the LTPDA Toolbox client commands <tt>submit</tt> and the <tt>From Repository</tt> constructors, or the <a href="workspaceBrowser.html">LTPDA Workspace Browser</a>.. In addition, the LTPDA Workbench has full built-in support for interacting with LTPDA Repositories. </p> <p> Any standard MySQL client can be used to query and search an LTPDA repository. For example, using a web-client or the standard MySQL command-line interface. In addition, the LTPDA Toolbox provides two ways to search the database: using the workspace browser, or the LTPDA Workbench.. It is also possible to use the Visual Query Builder provided with the MATLAB Database Toolbox for interacting with a repository. </p> <h2>Database primer</h2> <p> A MySQL database comprises a collection of tables. Each table has a number of fields. Each field describes the type of data stored in that field (numerical, string, date, etc). When an entry is made in a table a new row is created. Interaction with MySQL databases is done using Structured Query Language (SQL) statements. For examples see <a href="matlab:web('http://dev.mysql.com/doc/refman/5.1/en/examples.html')">MySQL Common Queries</a>. </p> <h2>Database design</h2> <p> The database for a single repository uses the tables as shown below: </p> <img src="images/db_tables.png" alt="DB Tables"> <p> As you can see, each object that is submitted to a repository receives a unique ID number. This ID number is used to link together the various pieces of meta-data that are collected about each object. In addition, each object that is submitted is check-summed using the <a href="matlab:web('http://en.wikipedia.org/wiki/MD5')">MD5 algorithm</a>. That way, the integrity of each object can be checked upon retrieval. </p> <p> In order to access a particular repository you need: <ul> <li>The IP address of the MySQL host server</li> <li>The name of the repository (the database name)</li> <li>An account on the MySQL host server</li> <li>Permissions to access the desired database/repository</li> </ul> </p> <h2>The main database tables</h2> <p>An LTPDA repository consists of the following database tables:</p> <!-- OBJS table --> <h3><tt>objs</tt> table</h3> <p>The <tt>objs</tt> table stores the XML representation of the submitted object. At this point, each object in the database is assigned a unique identifier. Together with the database name and hostname/ip of the server, this forms a unique tag for all LTPDA objects.</p> <p> <table cellspacing="0" class="body" cellpadding="2" border="1" width="80%"> <colgroup> <col width="10%"/> <col width="10%"/> <col width="80%"/> </colgroup> <thead> <tr valign="top"> <th class="categorylist">Field</th> <th class="categorylist">Data Type</th> <th class="categorylist">Description</th> </tr> </thead> <tbody> <!-- Field: 'id' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>id</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>int(11)</tt></p> </td> <td bgcolor="#f3f4f5"> <p>A unique identification number for all LTPDA objects in this database. This value is the link between all database tables.</p> </td> </tr> <!-- Field: 'hash' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>hash</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>text</tt></p> </td> <td bgcolor="#e3e4e5"> <p>An MD5 hash of the XML representation of the object.</p> </td> </tr> <!-- Field: 'xml' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>xml</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>longtext</tt></p> </td> <td bgcolor="#f3f4f5"> <p>The XML representation of the object. This field can be dumped directly to an XML file and should be readable in LTPDA.</p> </td> </tr> </tbody> </table> </p> <!-- OBJMETA table --> <h3><tt>objmeta</tt> table</h3> <p>The <tt>objmeta</tt> table stores various pieces of information associated with the object being submitted. The aim of this table is to provide a lot of useful fields on which to perform searches and queries.</p> <p> <table cellspacing="0" class="body" cellpadding="2" border="1" width="80%"> <colgroup> <col width="10%"/> <col width="10%"/> <col width="80%"/> </colgroup> <thead> <tr valign="top"> <th class="categorylist">Field</th> <th class="categorylist">Data Type</th> <th class="categorylist">Description</th> </tr> </thead> <tbody> <!-- Field: 'id' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>id</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>int(11)</tt></p> </td> <td bgcolor="#f3f4f5"> <p>A unique identification for all entries in this table.</p> </td> </tr> <!-- Field: 'obj_id' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>obj_id</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>int(11)</tt></p> </td> <td bgcolor="#e3e4e5"> <p>The object id of the object in the <tt>objs</tt> table.</p> </td> </tr> <!-- Field: 'obj_type' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>obj_type</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>text</tt></p> </td> <td bgcolor="#f3f4f5"> <p>The (LTPDA) class of this object.</p> </td> </tr> <!-- Field: 'name' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>name</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>text</tt></p> </td> <td bgcolor="#e3e4e5"> <p>The user-assigned name of this object.</p> </td> </tr> <!-- Field: 'created' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>created</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>datetime</tt></p> </td> <td bgcolor="#f3f4f5"> <p>The date and time this object was created.</p> </td> </tr> <!-- Field: 'version' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>version</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>text</tt></p> </td> <td bgcolor="#e3e4e5"> <p>The CVS tag of the object constructor code.</p> </td> </tr> <!-- Field: 'ip' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>ip</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>text</tt></p> </td> <td bgcolor="#f3f4f5"> <p>The IP address of the machine which submitted the object.</p> </td> </tr> <!-- Field: 'hostname' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>hostname</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>text</tt></p> </td> <td bgcolor="#e3e4e5"> <p>The hostname of the machine which submitted the object.</p> </td> </tr> <!-- Field: 'os' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>os</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>text</tt></p> </td> <td bgcolor="#f3f4f5"> <p>The operating system of the machine which submitted the object.</p> </td> </tr> <!-- Field: 'submitted' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>submitted</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>datetime</tt></p> </td> <td bgcolor="#e3e4e5"> <p>The date and time the object was submitted.</p> </td> </tr> <!-- Field: 'experiment_title' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>experiment_title</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>text</tt></p> </td> <td bgcolor="#f3f4f5"> <p>A title for the experiment associated with the object.</p> </td> </tr> <!-- Field: 'experiment_desc' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>experiment_desc</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>text</tt></p> </td> <td bgcolor="#e3e4e5"> <p>A description of the experiment associated with the object.</p> </td> </tr> <!-- Field: 'analysis_desc' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>analysis_desc</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>text</tt></p> </td> <td bgcolor="#f3f4f5"> <p>A description of the analysis associated with the object.</p> </td> </tr> <!-- Field: 'quantity' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>quantity</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>text</tt></p> </td> <td bgcolor="#e3e4e5"> <p>If applicable, the physical quantity associated with the data in the object.</p> </td> </tr> <!-- Field: 'additional_authors' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>additional_authors</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>text</tt></p> </td> <td bgcolor="#f3f4f5"> <p>Any additional people involved in creating this object.</p> </td> </tr> <!-- Field: 'additional_comments' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>additional_comments</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>text</tt></p> </td> <td bgcolor="#e3e4e5"> <p>A free-form field of additional comments.</p> </td> </tr> <!-- Field: 'keywords' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>keywords</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>text</tt></p> </td> <td bgcolor="#f3f4f5"> <p>A list of keywords associated with the object.</p> </td> </tr> <!-- Field: 'reference_ids' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>reference_ids</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>text</tt></p> </td> <td bgcolor="#e3e4e5"> <p>ID numbers of any other objects associated with this object.</p> </td> </tr> <!-- Field: 'validated' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>validated</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>tinyint(1)</tt></p> </td> <td bgcolor="#f3f4f5"> <p>A boolean field indended to indicate validated objects.</p> </td> </tr> <!-- Field: 'vdate' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>vdate</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>datetime</tt></p> </td> <td bgcolor="#e3e4e5"> <p>The date/time the object was validated.</p> </td> </tr> </tbody> </table> </p> <!-- TRANSACTIONS table --> <h3><tt>transactions</tt> table</h3> <p>The <tt>transactions</tt> table records all user transactions. A transaction corresponds to submitting or retrieving a single or a collection of LTPDA objects.</p> <p> <table cellspacing="0" class="body" cellpadding="2" border="1" width="80%"> <colgroup> <col width="10%"/> <col width="10%"/> <col width="80%"/> </colgroup> <thead> <tr valign="top"> <th class="categorylist">Field</th> <th class="categorylist">Data Type</th> <th class="categorylist">Description</th> </tr> </thead> <tbody> <!-- Field: 'id' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>id</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>int(11)</tt></p> </td> <td bgcolor="#f3f4f5"> <p>A unique identification number this table entry.</p> </td> </tr> <!-- Field: 'obj_id' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>obj_id</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>int(11)</tt></p> </td> <td bgcolor="#e3e4e5"> <p>The object id of the object in the <tt>objs</tt> table.</p> </td> </tr> <!-- Field: 'user_id' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>user_id</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>int(11)</tt></p> </td> <td bgcolor="#f3f4f5"> <p>The unique ID number of the user who carried out the transaction.</p> </td> </tr> <!-- Field: 'transdate' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>transdate</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>datetime</tt></p> </td> <td bgcolor="#e3e4e5"> <p>The date/time of the transaction.</p> </td> </tr> <!-- Field: 'direction' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>direction</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>text</tt></p> </td> <td bgcolor="#f3f4f5"> <p>The direction of the transaction: 'in' or 'out'.</p> </td> </tr> </tbody> </table> </p> <!-- USERS table --> <h3><tt>users</tt> table</h3> <p>The <tt>users</tt> table stores information about the users allowed to access the database.</p> <p> <table cellspacing="0" class="body" cellpadding="2" border="1" width="80%"> <colgroup> <col width="10%"/> <col width="10%"/> <col width="80%"/> </colgroup> <thead> <tr valign="top"> <th class="categorylist">Field</th> <th class="categorylist">Data Type</th> <th class="categorylist">Description</th> </tr> </thead> <tbody> <!-- Field: 'id' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>id</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>int(11)</tt></p> </td> <td bgcolor="#f3f4f5"> <p>A unique identification number for all entries in this table.</p> </td> </tr> <!-- Field: 'firstname' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>firstname</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>text</tt></p> </td> <td bgcolor="#e3e4e5"> <p>The firstname of the user.</p> </td> </tr> <!-- Field: 'familyname' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>familyname</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>text</tt></p> </td> <td bgcolor="#f3f4f5"> <p>The family name of the user.</p> </td> </tr> <!-- Field: 'username' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>username</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>text</tt></p> </td> <td bgcolor="#e3e4e5"> <p>The username (login name) of the user.</p> </td> </tr> <!-- Field: 'email' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>email</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>text</tt></p> </td> <td bgcolor="#f3f4f5"> <p>A valid e-mail address for the user.</p> </td> </tr> <!-- Field: 'telephone' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>telephone</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>text</tt></p> </td> <td bgcolor="#e3e4e5"> <p>A telephone numnber for the user.</p> </td> </tr> <!-- Field: 'institution' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>institution</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>text</tt></p> </td> <td bgcolor="#f3f4f5"> <p>The institution of the user.</p> </td> </tr> </tbody> </table> </p> <!-- COLLECTIONS table --> <h3><tt>collections</tt> table</h3> <p>The <tt>collections</tt> table stores virtual collections of objects submitted to the database. When the user submits one or more objects at the same time, this constitutes a collection. In this case a collection ID number is assigned next to a list of the object IDs in the collection. This allows the user to retrieve collections of objects based on the collection ID alone; no information about the individual object IDs is required.</p> <p> <table cellspacing="0" class="body" cellpadding="2" border="1" width="80%"> <colgroup> <col width="10%"/> <col width="10%"/> <col width="80%"/> </colgroup> <thead> <tr valign="top"> <th class="categorylist">Field</th> <th class="categorylist">Data Type</th> <th class="categorylist">Description</th> </tr> </thead> <tbody> <!-- Field: 'id' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>id</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>int(11)</tt></p> </td> <td bgcolor="#f3f4f5"> <p>A unique identification number for this collection of objects.</p> </td> </tr> <!-- Field: 'nobjs' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>nobjs</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>int</tt></p> </td> <td bgcolor="#e3e4e5"> <p>The number of objects in the collection.</p> </td> </tr> <!-- Field: 'obj_ids' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>obj_ids</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>text</tt></p> </td> <td bgcolor="#f3f4f5"> <p>A comma separated list of object IDs.</p> </td> </tr> </tbody> </table> </p> <h2>Additional database tables</h2> <p>As well as the main database tables, additional meta-data tables are used to capture extra meta-data about some of the LTPDA objects.</p> <!-- AO table --> <h3><tt>ao</tt> table</h3> <p>The <tt>ao</tt> table stores additional meta-data specific to analysis objects.</p> <p> <table cellspacing="0" class="body" cellpadding="2" border="1" width="80%"> <colgroup> <col width="10%"/> <col width="10%"/> <col width="80%"/> </colgroup> <thead> <tr valign="top"> <th class="categorylist">Field</th> <th class="categorylist">Data Type</th> <th class="categorylist">Description</th> </tr> </thead> <tbody> <!-- Field: 'id' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>id</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>int(11)</tt></p> </td> <td bgcolor="#f3f4f5"> <p>A unique identification number for all entries in the table.</p> </td> </tr> <!-- Field: 'obj_id' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>obj_id</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>int(11)</tt></p> </td> <td bgcolor="#e3e4e5"> <p>The unique ID of the object.</p> </td> </tr> <!-- Field: 'data_type' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>data_type</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>text</tt></p> </td> <td bgcolor="#f3f4f5"> <p>The type/class of the data stored in the AO.</p> </td> </tr> <!-- Field: 'data_id' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>data_id</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>int(11)</tt></p> </td> <td bgcolor="#e3e4e5"> <p>The unique ID of the data object listed in one of the data meta-data tables.</p> </td> </tr> <!-- Field: 'description' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>description</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>text</tt></p> </td> <td bgcolor="#f3f4f5"> <p>The description property of the AO.</p> </td> </tr> <!-- Field: 'mfilename' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>mfilename</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>text</tt></p> </td> <td bgcolor="#e3e4e5"> <p>The filename of any m-file attached to the AO.</p> </td> </tr> <!-- Field: 'mdlfilename' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>mdlfilename</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>text</tt></p> </td> <td bgcolor="#f3f4f5"> <p>The filename of any SIMULINK model file attached to the AO.</p> </td> </tr> </tbody> </table> </p> <!-- MIIR table --> <h3><tt>miir</tt> table</h3> <p>The <tt>miir</tt> table stores additional meta-data specific to miir filter objects.</p> <p> <table cellspacing="0" class="body" cellpadding="2" border="1" width="80%"> <colgroup> <col width="10%"/> <col width="10%"/> <col width="80%"/> </colgroup> <thead> <tr valign="top"> <th class="categorylist">Field</th> <th class="categorylist">Data Type</th> <th class="categorylist">Description</th> </tr> </thead> <tbody> <!-- Field: 'id' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>id</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>int(11)</tt></p> </td> <td bgcolor="#f3f4f5"> <p>A unique identification number for all entries in the table.</p> </td> </tr> <!-- Field: 'obj_id' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>obj_id</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>int(11)</tt></p> </td> <td bgcolor="#e3e4e5"> <p>The unique ID of the object.</p> </td> </tr> <!-- Field: 'in_file' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>in_file</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>text</tt></p> </td> <td bgcolor="#f3f4f5"> <p>The input filename (if applicable) used to create the filter object</p> </td> </tr> <!-- Field: 'fs' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>fs</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>int(11)</tt></p> </td> <td bgcolor="#e3e4e5"> <p>The sample rate of the data the filter is designed for.</p> </td> </tr> </tbody> </table> </p> <!-- MFIR table --> <h3><tt>mfir</tt> table</h3> <p>The <tt>mfir</tt> table stores additional meta-data specific to mfir filter objects.</p> <p> <table cellspacing="0" class="body" cellpadding="2" border="1" width="80%"> <colgroup> <col width="10%"/> <col width="10%"/> <col width="80%"/> </colgroup> <thead> <tr valign="top"> <th class="categorylist">Field</th> <th class="categorylist">Data Type</th> <th class="categorylist">Description</th> </tr> </thead> <tbody> <!-- Field: 'id' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>id</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>int(11)</tt></p> </td> <td bgcolor="#f3f4f5"> <p>A unique identification number for all entries in the table.</p> </td> </tr> <!-- Field: 'obj_id' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>obj_id</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>int(11)</tt></p> </td> <td bgcolor="#e3e4e5"> <p>The unique ID of the object.</p> </td> </tr> <!-- Field: 'in_file' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>in_file</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>text</tt></p> </td> <td bgcolor="#f3f4f5"> <p>The input filename (if applicable) used to create the filter object</p> </td> </tr> <!-- Field: 'fs' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>fs</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>int(11)</tt></p> </td> <td bgcolor="#e3e4e5"> <p>The sample rate of the data the filter is designed for.</p> </td> </tr> </tbody> </table> </p> <!-- TSDATA table --> <h3><tt>tsdata</tt> table</h3> <p>The <tt>tsdata</tt> table stores additional meta-data specific to tsdata (time-series data) objects.</p> <p> <table cellspacing="0" class="body" cellpadding="2" border="1" width="80%"> <colgroup> <col width="10%"/> <col width="10%"/> <col width="80%"/> </colgroup> <thead> <tr valign="top"> <th class="categorylist">Field</th> <th class="categorylist">Data Type</th> <th class="categorylist">Description</th> </tr> </thead> <tbody> <!-- Field: 'id' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>id</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>int(11)</tt></p> </td> <td bgcolor="#f3f4f5"> <p>A unique identification number for all entries in the table.</p> </td> </tr> <!-- Field: 'xunits' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>xunits</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>text</tt></p> </td> <td bgcolor="#e3e4e5"> <p>The X-units associated with this time-series.</p> </td> </tr> <!-- Field: 'yunits' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>yunits</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>text</tt></p> </td> <td bgcolor="#f3f4f5"> <p>The Y-units associated with this time-series.</p> </td> </tr> <!-- Field: 'fs' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>fs</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>int(11)</tt></p> </td> <td bgcolor="#e3e4e5"> <p>The sample rate of the data the filter is designed for.</p> </td> </tr> <!-- Field: 'nsecs' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>nsecs</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>int</tt></p> </td> <td bgcolor="#f3f4f5"> <p>The duration (number of seconds) of data in the object.</p> </td> </tr> <!-- Field: 't0' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>t0</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>datetime</tt></p> </td> <td bgcolor="#e3e4e5"> <p>The date/time associated with the start (first sample) of the time-series.</p> </td> </tr> </tbody> </table> </p> <!-- FSDATA table --> <h3><tt>fsdata</tt> table</h3> <p>The <tt>fsdata</tt> table stores additional meta-data specific to fsdata (frequency-series data) objects.</p> <p> <table cellspacing="0" class="body" cellpadding="2" border="1" width="80%"> <colgroup> <col width="10%"/> <col width="10%"/> <col width="80%"/> </colgroup> <thead> <tr valign="top"> <th class="categorylist">Field</th> <th class="categorylist">Data Type</th> <th class="categorylist">Description</th> </tr> </thead> <tbody> <!-- Field: 'id' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>id</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>int(11)</tt></p> </td> <td bgcolor="#f3f4f5"> <p>A unique identification number for all entries in the table.</p> </td> </tr> <!-- Field: 'xunits' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>xunits</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>text</tt></p> </td> <td bgcolor="#e3e4e5"> <p>The X-units associated with this time-series.</p> </td> </tr> <!-- Field: 'yunits' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>yunits</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>text</tt></p> </td> <td bgcolor="#f3f4f5"> <p>The Y-units associated with this time-series.</p> </td> </tr> <!-- Field: 'fs' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>fs</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>int(11)</tt></p> </td> <td bgcolor="#e3e4e5"> <p>The sample rate of the data the filter is designed for.</p> </td> </tr> </tbody> </table> </p> <!-- CDATA table --> <h3><tt>cdata</tt> table</h3> <p>The <tt>cdata</tt> table stores additional meta-data specific to cdata (1D data) objects.</p> <p> <table cellspacing="0" class="body" cellpadding="2" border="1" width="80%"> <colgroup> <col width="10%"/> <col width="10%"/> <col width="80%"/> </colgroup> <thead> <tr valign="top"> <th class="categorylist">Field</th> <th class="categorylist">Data Type</th> <th class="categorylist">Description</th> </tr> </thead> <tbody> <!-- Field: 'id' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>id</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>int(11)</tt></p> </td> <td bgcolor="#f3f4f5"> <p>A unique identification number for all entries in the table.</p> </td> </tr> <!-- Field: 'xunits' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>xunits</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>text</tt></p> </td> <td bgcolor="#e3e4e5"> <p>The X-units associated with this time-series.</p> </td> </tr> <!-- Field: 'yunits' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>yunits</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>text</tt></p> </td> <td bgcolor="#f3f4f5"> <p>The Y-units associated with this time-series.</p> </td> </tr> </tbody> </table> </p> <!-- CDATA table --> <h3><tt>xydata</tt> table</h3> <p>The <tt>xydata</tt> table stores additional meta-data specific to xydata (2D data) objects.</p> <p> <table cellspacing="0" class="body" cellpadding="2" border="1" width="80%"> <colgroup> <col width="10%"/> <col width="10%"/> <col width="80%"/> </colgroup> <thead> <tr valign="top"> <th class="categorylist">Field</th> <th class="categorylist">Data Type</th> <th class="categorylist">Description</th> </tr> </thead> <tbody> <!-- Field: 'id' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>id</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>int(11)</tt></p> </td> <td bgcolor="#f3f4f5"> <p>A unique identification number for all entries in the table.</p> </td> </tr> <!-- Field: 'xunits' --> <tr valign="top"> <td bgcolor="#e3e4e5"> <p><tt>xunits</tt></p> </td> <td bgcolor="#e3e4e5"> <p><tt>text</tt></p> </td> <td bgcolor="#e3e4e5"> <p>The X-units associated with this time-series.</p> </td> </tr> <!-- Field: 'yunits' --> <tr valign="top"> <td bgcolor="#f3f4f5"> <p><tt>yunits</tt></p> </td> <td bgcolor="#f3f4f5"> <p><tt>text</tt></p> </td> <td bgcolor="#f3f4f5"> <p>The Y-units associated with this time-series.</p> </td> </tr> </tbody> </table> </p>