Oracle® Text Reference 10g Release 2 (10.2) Part Number B14218-01 |
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This chapter describes the various elements you can use to create your Oracle Text index.
The following topics are discussed in this chapter:
When you use CREATE INDEX to create an index or ALTER INDEX to manage an index, you can optionally specify indexing preferences, stoplists, and section groups in the parameter string. Specifying a preference, stoplist, or section group answers one of the following questions about the way Oracle Text indexes text:
Preference Class | Answers the Question |
---|---|
Datastore | How are your documents stored? |
Filter | How can the documents be converted to plain text? |
Lexer | What language is being indexed? |
Wordlist | How should stem and fuzzy queries be expanded? |
Storage | How should the index tables be stored? |
Stop List | What words or themes are not to be indexed? |
Section Group | Is querying within sections enabled, and how are the document sections defined? |
This chapter describes how to set each preference. You enable an option by creating a preference with one of the types described in this chapter.
For example, to specify that your documents are stored in external files, you can create a datastore preference called mydatastore
using the FILE_DATASTORE type. You specify mydatastore
as the datastore preference in the parameter clause of CREATE
INDEX
.
To create a datastore, lexer, filter, classifier, wordlist, or storage preference, you use the CTX_DDL.CREATE_PREFERENCE procedure and specify one of the types described in this chapter. For some types, you can also set attributes with the CTX_DDL.SET_ATTRIBUTE procedure.
An indexing type names a class of indexing objects that you can use to create an index preference. A type, therefore, is an abstract ID, while a preference is an entity that corresponds to a type. Many system-defined preferences have the same name as types (for example, BASIC_LEXER
), but exact correspondence is not guaranteed (for example, the DEFAULT_DATASTORE
preference uses the DIRECT_DATASTORE
type, and there is no system preference corresponding to the CHARSET_FILTER
type). Be careful in assuming the existence or nature of either indexing types or system preferences.
You specify indexing preferences with CREATE INDEX
and ALTER INDEX
; indexing preferences determine how your index is created. For example, lexer preferences indicate the language of the text to be indexed. You can create and specify your own (user-defined) preferences or you can utilize system-defined preferences.
To create a stoplist, use CTX_DDL.CREATE_STOPLIST. You can add stopwords to a stoplist with CTX_DDL.ADD_STOPWORD
.
To create section groups, use CTX_DDL.CREATE_SECTION_GROUP and specify a section group type. You can add sections to section groups with CTX_DDL. ADD_ZONE_SECTION
or CTX_DDL.ADD_FIELD_SECTION
.
Use the datastore types to specify how your text is stored. To create a datastore preference, you must use one of the following datastore types:
Table 2-1 Datastore Types
Datastore Type | Use When |
---|---|
DIRECT_DATASTORE |
Data is stored internally in the text column. Each row is indexed as a single document. |
MULTI_COLUMN_DATASTORE |
Data is stored in a text table in more than one column. Columns are concatenated to create a virtual document, one for each row. |
DETAIL_DATASTORE |
Data is stored internally in the text column. Document consists of one or more rows stored in a text column in a detail table, with header information stored in a master table. |
FILE_DATASTORE |
Data is stored externally in operating system files. Filenames are stored in the text column, one for each row. |
NESTED_DATASTORE |
Data is stored in a nested table. |
URL_DATASTORE |
Data is stored externally in files located on an intranet or the Internet. Uniform Resource Locators (URLs) are stored in the text column. |
USER_DATASTORE |
Documents are synthesized at index time by a user-defined stored procedure. |
Use the DIRECT_DATASTORE
type for text stored directly in the text column, one document for each row. DIRECT_DATASTORE
has no attributes.
The following columns types are supported: CHAR
, VARCHAR
, VARCHAR2
, BLOB
, CLOB
, BFILE
, or XMLType
.
Note:
If your column is aBFILE
, the index owner must have read permission on all directories used by the BFILEs
.The following example creates a table with a CLOB column to store text data. It then populates two rows with text data and indexes the table using the system-defined preference CTXSYS.DEFAULT_DATASTORE
.
create table mytable(id number primary key, docs clob); insert into mytable values(111555,'this text will be indexed'); insert into mytable values(111556,'this is a direct_datastore example'); commit; create index myindex on mytable(docs) indextype is ctxsys.context parameters ('DATASTORE CTXSYS.DEFAULT_DATASTORE');
Use this datastore when your text is stored in more than one column. During indexing, the system concatenates the text columns, tagging the column text, and indexes the text as a single document. The XML-like tagging is optional. You can also set the system to filter and concatenate binary columns.
MULTI_COLUMN_DATASTORE
has the following attributes:
Table 2-2 MULTI_COLUMN_DATASTORE Attributes
To index, you must create a dummy column to specify in the CREATE
INDEX
statement. This column's contents are not made part of the virtual document, unless its name is specified in the columns attribute.
The index is synchronized only when the dummy column is updated. You can create triggers to propagate changes if needed.
The following example creates a multi-column datastore preference called my_multi
with three text columns:
begin
ctx_ddl.create_preference('my_multi', 'MULTI_COLUMN_DATASTORE'); ctx_ddl.set_attribute('my_multi', 'columns', 'column1, column2, column3');
end;
The following example creates a multi-column datastore preference and denotes that the bar
column is to be filtered with the AUTO_FILTER.
ctx_ddl.create_preference('MY_MULTI','MULTI_COLUMN_DATASTORE'); ctx_ddl.set_attribute('MY_MULTI', 'COLUMNS','foo,bar'); ctx_ddl.set_attribute('MY_MULTI','FILTER','N,Y');
The multi-column datastore fetches the content of the foo
and bar
columns, filters bar
, then composes the compound document as:
<FOO> foo contents </FOO> <BAR> bar filtered contents (probably originally HTML) </BAR>
The N's need not be specified, and there need not be a flag for every column. Only the Y's need to be specified, with commas to denote which column they apply to. For instance:
ctx_ddl.create_preference('MY_MULTI','MULTI_COLUMN_DATASTORE'); ctx_ddl.set_attribute('MY_MULTI', 'COLUMNS','foo,bar,zoo,jar'); ctx_ddl.set_attribute('MY_MULTI','FILTER',',,Y');
This filters only the column zoo
.
During indexing, the system creates a virtual document for each row. The virtual document is composed of the contents of the columns concatenated in the listing order with column name tags automatically added. For example:
create table mc(id number primary key, name varchar2(10), address varchar2(80)); insert into mc values(1, 'John Smith', '123 Main Street'); exec ctx_ddl.create_preference('mymds', 'MULTI_COLUMN_DATASTORE'); exec ctx_ddl.set_attibute('mymds', 'columns', 'name, address');
This produces the following virtual text for indexing:
<NAME> John Smith </NAME> <ADDRESS> 123 Main Street </ADDRESS>
The system indexes the text between the tags, ignoring the tags themselves.
To index these tags as sections, you can optionally create field sections with the BASIC_SECTION_GROUP
.
Note:
No section group is created when you use theMULTI_COLUMN_DATASTORE
. To create sections for these tags, you must create a section group.When you use expressions or functions, the tag is composed of the first 30 characters of the expression unless a column alias is used.
For example, if your expression is as follows:
exec ctx_ddl.set_attibute('mymds', 'columns', '4 + 17');
then it produces the following virtual text:
<4 + 17> 21 </4 + 17>
If your expression is as follows:
exec ctx_ddl.set_attibute('mymds', 'columns', '4 + 17 col1');
then it produces the following virtual text:
<col1> 21 <col1>
The tags are in uppercase unless the column name or column alias is in lowercase and surrounded by double quotes. For example:
exec ctx_ddl.set_attibute('mymds', 'COLUMNS', 'foo');
produces the following virtual text:
<FOO> content of foo </FOO>
For lowercase tags, use the following:
exec ctx_ddl.set_attibute('mymds', 'COLUMNS', 'foo "foo"');
This expression produces:
<foo> content of foo </foo>
Use the DETAIL_DATASTORE
type for text stored directly in the database in detail tables, with the indexed text column located in the master table.
DETAIL_DATASTORE
has the following attributes:
Table 2-3 DETAIL_DATASTORE Attributes
Changes to the detail table do not trigger re-indexing when you synchronize the index. Only changes to the indexed column in the master table triggers a re-index when you synchronize the index.
You can create triggers on the detail table to propagate changes to the indexed column in the master table row.
This example illustrates how master and detail tables are related to each other.
Master tables define the documents in a master/detail relationship. You assign an identifying number to each document. The following table is an example master table, called my_master
:
Column Name | Column Type | Description |
---|---|---|
article_id | NUMBER | Document ID, unique for each document (Primary Key) |
author | VARCHAR2(30) | Author of document |
title | VARCHAR2(50) | Title of document |
body | CHAR(1) | Dummy column to specify in CREATE INDEX |
Note:
Your master table must include a primary key column when you use theDETAIL_DATASTORE
type.Detail tables contain the text for a document, whose content is usually stored across a number of rows. The following detail table my_detail
is related to the master table my_master
with the article_id
column. This column identifies the master document to which each detail row (sub-document) belongs.
Column Name | Column Type | Description |
---|---|---|
article_id | NUMBER | Document ID that relates to master table |
seq | NUMBER | Sequence of document in the master document defined by article_id |
text | VARCHAR2 | Document text |
In this example, the DETAIL_DATASTORE
attributes have the following values:
Attribute | Attribute Value |
---|---|
binary | TRUE |
detail_table | my_detail |
detail_key | article_id |
detail_lineno | seq |
detail_text | text |
You use CTX_DDL.CREATE_PREFERENCE to create a preference with DETAIL_DATASTORE
. You use CTX_DDL.SET_ATTRIBUTE to set the attributes for this preference as described earlier. The following example shows how this is done:
begin
ctx_ddl.create_preference('my_detail_pref', 'DETAIL_DATASTORE'); ctx_ddl.set_attribute('my_detail_pref', 'binary', 'true'); ctx_ddl.set_attribute('my_detail_pref', 'detail_table', 'my_detail'); ctx_ddl.set_attribute('my_detail_pref', 'detail_key', 'article_id'); ctx_ddl.set_attribute('my_detail_pref', 'detail_lineno', 'seq'); ctx_ddl.set_attribute('my_detail_pref', 'detail_text', 'text');
end;
To index the document defined in this master/detail relationship, you specify a column in the master table with CREATE
INDEX
. The column you specify must be one of the allowable types.
This example uses the body
column, whose function is to enable the creation of the master/detail index and to improve readability of the code. The my_detail_pref
preference is set to DETAIL_DATASTORE
with the required attributes:
CREATE INDEX myindex on my_master(body) indextype is ctxsys.context parameters('datastore my_detail_pref');
In this example, you can also specify the title
or author
column to create the index. However, if you do so, changes to these columns will trigger a re-index operation.
The FILE_DATASTORE
type is used for text stored in files accessed through the local file system.
Note:
FILE_DATASTORE
may not work with certain types of remote mounted file systems.FILE_DATASTORE
has the following attribute(s):
Specify the full directory path name of the files stored externally in a file system. When you specify the full directory path as such, you need only include file names in your text column.
You can specify multiple paths for path, with each path separated by a colon (:) on UNIX and semicolon(;) on Windows. File names are stored in the text column in the text table.
If you do not specify a path for external files with this attribute, Oracle Text requires that the path be included in the file names stored in the text column.
The PATH attribute has the following limitations:
If you specify a PATH attribute, you can only use a simple filename in the indexed column. You cannot combine the PATH attribute with a path as part of the filename. If the files exist in multiple folders or directories, you must leave the PATH attribute unset, and include the full file name, with PATH, in the indexed column.
On Windows systems, the files must be located on a local drive. They cannot be on a remote drive, whether the remote drive is mapped to a local drive letter.
This example creates a file datastore preference called COMMON_DIR
that has a path of /mydocs
:
begin ctx_ddl.create_preference('COMMON_DIR','FILE_DATASTORE'); ctx_ddl.set_attribute('COMMON_DIR','PATH','/mydocs'); end;
When you populate the table mytable
, you need only insert filenames. The path attribute tells the system where to look during the indexing operation.
create table mytable(id number primary key, docs varchar2(2000)); insert into mytable values(111555,'first.txt'); insert into mytable values(111556,'second.txt'); commit;
Create the index as follows:
create index myindex on mytable(docs) indextype is ctxsys.context parameters ('datastore COMMON_DIR');
Use the URL_DATASTORE
type for text stored:
In files on the World Wide Web (accessed through HTTP or FTP)
In files in the local file system (accessed through the file protocol)
You store each URL in a single text field.
The syntax of a URL you store in a text field is as follows (with brackets indicating optional parameters):
[URL:]<access_scheme>://<host_name>[:<port_number>]/[<url_path>]
The access_scheme string you specify can be either ftp, http, or file. For example:
http://mymachine.us.oracle.com/home.html
As this syntax is partially compliant with the RFC 1738 specification, the following restriction holds for the URL syntax:
The URL must contain only printable ASCII characters. Non printable ASCII characters and multibyte characters must be escaped with the %xx notation, where xx is the hexadecimal representation of the special character.
Note:
Thelogin:password@
syntax within the URL is supported only for the ftp access scheme.URL_DATASTORE
has the following attributes:
Table 2-5 URL_DATASTORE Attributes
Attribute | Attribute Value |
---|---|
timeout | Specify the timeout in seconds. The valid range is 15 to 3600 seconds. The default is 30. |
maxthreads | Specify the maximum number of threads that can be running simultaneously. Use a number between 1and 1024. The default is 8. |
urlsize | Specify the maximum length of URL string in bytes. Use a number between 32 and 65535. The default is 256. |
maxurls | Specify maximum size of URL buffer. Use a number between 32 and 65535. The defaults is 256. |
maxdocsize | Specify the maximum document size. Use a number between 256 and 2,147,483,647 bytes (2 gigabytes). The defaults is 2,000,000. |
http_proxy | Specify the host name of http proxy server. Optionally specify port number with a colon in the form hostname:port. |
ftp_proxy | Specify the host name of ftp proxy server. Optionally specify port number with a colon in the form hostname:port. |
no_proxy | Specify the domain for no proxy server. Use a comma separated string of up to 16 domain names. |
Specify the length of time, in seconds, that a network operation such as a connect or read waits before timing out and returning a timeout error to the application. The valid range for timeout is 15 to 3600 and the default is 30.
Note:
Since timeout is at the network operation level, the total timeout may be longer than the time specified for timeout.Specify the maximum number of threads that can be running at the same time. The valid range for maxthreads is 1 to 1024 and the default is 8.
Specify the maximum length, in bytes, that the URL data store supports for URLs stored in the database. If a URL is over the maximum length, an error is returned. The valid range for urlsize is 32 to 65535 and the default is 256.
Note:
The product values specified for maxurls and urlsize cannot exceed 5,000,000.In other words, the maximum size of the memory buffer (maxurls * urlsize) for the URL is approximately 5 megabytes.
Specify the maximum number of rows that the internal buffer can hold for HTML documents (rows) retrieved from the text table. The valid range for maxurls is 32 to 65535 and the default is 256.
Note:
The product values specified for maxurls and urlsize cannot exceed 5,000,000.In other words, the maximum size of the memory buffer (maxurls * urlsize) for the URL is approximately 5 megabytes.
Specify the fully qualified name of the host machine that serves as the HTTP proxy (gateway) for the machine on which Oracle Text is installed. You can optionally specify port number with a colon in the form hostname:port.
You must set this attribute if the machine is in an intranet that requires authentication through a proxy server to access Web files located outside the firewall.
Specify the fully-qualified name of the host machine that serves as the FTP proxy (gateway) for the machine on which Oracle Text is installed. You can optionally specify a port number with a colon in the form hostname:port.
This attribute must be set if the machine is in an intranet that requires authentication through a proxy server to access Web files located outside the firewall.
Specify a string of domains (up to sixteen, separate by commas) which are found in most, if not all, of the machines in your intranet. When one of the domains is encountered in a host name, no request is sent to the machine(s) specified for ftp_proxy and http_proxy. Instead, the request is processed directly by the host machine identified in the URL.
For example, if the string us.oracle.com, uk.oracle.com is entered for no_proxy, any URL requests to machines that contain either of these domains in their host names are not processed by your proxy server(s).
This example creates a URL_DATASTORE
preference called URL_PREF
for which the http_proxy, no_proxy, and timeout attributes are set. The defaults are used for the attributes that are not set.
begin ctx_ddl.create_preference('URL_PREF','URL_DATASTORE'); ctx_ddl.set_attribute('URL_PREF','HTTP_PROXY','www-proxy.us.oracle.com'); ctx_ddl.set_attribute('URL_PREF','NO_PROXY','us.oracle.com'); ctx_ddl.set_attribute('URL_PREF','Timeout','300'); end;
Create the table and insert values into it:
create table urls(id number primary key, docs varchar2(2000)); insert into urls values(111555,'http://context.us.oracle.com'); insert into urls values(111556,'http://www.sun.com'); commit;
To create the index, specify URL_PREF as the datastore:
create index datastores_text on urls ( docs ) indextype is ctxsys.context parameters ( 'Datastore URL_PREF' );
Use the USER_DATASTORE
type to define stored procedures that synthesize documents during indexing. For example, a user procedure might synthesize author, date, and text columns into one document to have the author and date information be part of the indexed text.
USER_DATASTORE
has the following attributes:
Table 2-6 USER_DATASTORE Attributes
Attribute | Attribute Value |
---|---|
procedure | Specify the procedure that synthesizes the document to be indexed.
This procedure can be owned by any user and must be executable by the index owner. |
output_type | Specify the data type of the second argument to procedure. Valid values are CLOB , BLOB , CLOB_LOC , BLOB_LOC , or VARCHAR2 . The default is CLOB.
When you specify |
Specify the name of the procedure that synthesizes the document to be indexed. This specification must be in the form PROCEDURENAME or PACKAGENAME.PROCEDURENAME. You can also specify the schema owner name.
The procedure you specify must have two arguments defined as follows:
procedure (r IN ROWID, c IN OUT NOCOPY <output_type>)
The first argument r must be of type ROWID
. The second argument c must be of type output_type. NOCOPY
is a compiler hint that instructs Oracle Text to pass parameter c by reference if possible.
Note::
The procedure name and its arguments can be named anything. The arguments r and c are used in this example for simplicity.The stored procedure is called once for each row indexed. Given the rowid of the current row, procedure must write the text of the document into its second argument, whose type you specify with output_type.
The following constraints apply to procedure:
procedure can be owned by any user, but the user must have database permissions to execute procedure correctly
procedure must be executable by the index owner
procedure must not issue DDL or transaction control statements like COMMIT
If you change or edit the stored procedure, indexes based upon it will not be notified, so you must manually re-create such indexes. So if the stored procedure makes use of other columns, and those column values change, the row will not be re-indexed. The row is re-indexed only when the indexed column changes.
Consider a table in which the author, title, and text fields are separate, as in the articles
table defined as follows:
create table articles( id number, author varchar2(80), title varchar2(120), text clob );
The author and title fields are to be part of the indexed document text. Assume user appowner
writes a stored procedure with the user datastore interface that synthesizes a document from the text, author, and title fields:
create procedure myproc(rid in rowid, tlob in out clob nocopy) is begin for c1 in (select author, title, text from articles where rowid = rid) loop
dbms_lob.writeappend(tlob, length(c1.title), c1.title); dbms_lob.writeappend(tlob, length(c1.author), c1.author); dbms_lob.writeappend(tlob, length(c1.text), c1.text);
end loop; end;
This procedure takes in a rowid and a temporary CLOB
locator, and concatenates all the article's columns into the temporary CLOB
. The for loop executes only once.
The user appowner
creates the preference as follows:
begin
ctx_ddl.create_preference('myud', 'user_datastore'); ctx_ddl.set_attribute('myud', 'procedure', 'myproc'); ctx_ddl.set_attribute('myud', 'output_type', 'CLOB');
end;
When appowner
creates the index on articles(text)
using this preference, the indexing operation sees author and title in the document text.
The following procedure might be used with OUTPUT_TYPE
BLOB_LOC
:
procedure myds(rid in rowid, dataout in out nocopy blob) is l_dtype varchar2(10); l_pk number; begin select dtype, pk into l_dtype, l_pk from mytable where rowid = rid; if (l_dtype = 'MOVIE') then select movie_data into dataout from movietab where fk = l_pk; elsif (l_dtype = 'SOUND') then select sound_data into dataout from soundtab where fk = l_pk; end if; end;
The user appowner
creates the preference as follows:
begin
ctx_ddl.create_preference('myud', 'user_datastore'); ctx_ddl.set_attribute('myud', 'procedure', 'myproc'); ctx_ddl.set_attribute('myud', 'output_type', 'blob_loc');
end;
Use the nested datastore type to index documents stored as rows in a nested table.
Table 2-7 NESTED_DATASTORE Attributes
When using the nested table datastore, you must index a dummy column, because the extensible indexing framework disallows indexing the nested table column. See the example.
DML on the nested table is not automatically propagated to the dummy column used for indexing. For DML on the nested table to be propagated to the dummy column, your application code or trigger must explicitly update the dummy column.
Filter defaults for the index are based on the type of the nested_text
column.
During validation, Oracle Text checks that the type exists and that the attributes you specify for nested_lineno and nested_text exist in the nested table type. Oracle Text does not check that the named nested table column exists in the indexed table.
This section shows an example of using the NESTED_DATASTORE
type to index documents stored as rows in a nested table.
The following code creates a nested table and a storage table mytab for the nested table:
create type nt_rec as object ( lno number, -- line number ltxt varchar2(80) -- text of line ); create type nt_tab as table of nt_rec; create table mytab ( id number primary key, -- primary key dummy char(1), -- dummy column for indexing doc nt_tab -- nested table ) nested table doc store as myntab;
The following code inserts values into the nested table for the parent row with id equal to 1.
insert into mytab values (1, null, nt_tab()); insert into table(select doc from mytab where id=1) values (1, 'the dog'); insert into table(select doc from mytab where id=1) values (2, 'sat on mat '); commit;
The following code sets the preferences and attributes for the NESTED_DATASTORE
according to the definitions of the nested table type nt_tab
and the parent table mytab
:
begin -- create nested datastore pref ctx_ddl.create_preference('ntds','nested_datastore'); -- nest tab column in main table ctx_ddl.set_attribute('ntds','nested_column', 'doc'); -- nested table type ctx_ddl.set_attribute('ntds','nested_type', 'scott.nt_tab'); -- lineno column in nested table ctx_ddl.set_attribute('ntds','nested_lineno','lno'); --text column in nested table ctx_ddl.set_attribute('ntds','nested_text', 'ltxt'); end;
Use the filter types to create preferences that determine how text is filtered for indexing. Filters allow word processor and formatted documents as well as plain text, HTML, and XML documents to be indexed.
For formatted documents, Oracle Text stores documents in their native format and uses filters to build temporary plain text or HTML versions of the documents. Oracle Text indexes the words derived from the plain text or HTML version of the formatted document.
To create a filter preference, you must use one of the following types:
Table 2-8 Filter Types
Filter | When Used |
---|---|
CHARSET_FILTER |
Character set converting filter |
AUTO_FILTER |
Auto filter for filtering formatted documents |
NULL_FILTER |
No filtering required. Use for indexing plain text, HTML, or XML documents |
MAIL_FILTER |
Use the MAIL_FILTER to transform RFC-822, RFC-2045 messages in to indexable text. |
USER_FILTER |
User-defined external filter to be used for custom filtering |
PROCEDURE_FILTER |
User-defined stored procedure filter to be used for custom filtering. |
Use the CHARSET_FILTER
to convert documents from a non-database character set to the character set used by the database.
CHARSET_FILTER
has the following attribute:
Table 2-9 CHARSET_FILTER Attributes
See Also:
Oracle Database Globalization Support Guide for more information about the supported Globalization Support character sets.If your character set is UTF-16, you can specify UTF16AUTO to automatically detect big- or little-endian data. Oracle Text does so by examining the first two bytes of the document row.
If the first two bytes are 0xFE, 0xFF, the document is recognized as little-endian and the remainder of the document minus those two bytes is passed on for indexing.
If the first two bytes are 0xFF, 0xFE, the document is recognized as big-endian and the remainder of the document minus those two bytes is passed on for indexing.
If the first two bytes are anything else, the document is assumed to be big-endian and the whole document including the first two bytes is passed on for indexing.
A mixed character set column is one that stores documents of different character sets. For example, a text table might store some documents in WE8ISO8859P1 and others in UTF8.
To index a table of documents in different character sets, you must create your base table with a character set column. In this column, you specify the document character set on a per-row basis. To index the documents, Oracle Text converts the documents into the database character set.
Character set conversion works with the CHARSET_FILTER
. When the charset column is NULL
or not recognized, Oracle Text assumes the source character set is the one specified in the charset attribute.
Note:
Character set conversion also works with theAUTO_FILTER
when the document format column is set to TEXT
.For example, create the table with a charset column:
create table hdocs ( id number primary key, fmt varchar2(10), cset varchar2(20), text varchar2(80) );
Create a preference for this filter:
begin cxt_ddl.create.preference('cs_filter', 'CHARSET_FILTER'); ctx_ddl.set_attribute('cs_filter', 'charset', 'UTF8');end
Insert plain-text documents and name the character set:
insert into hdocs values(1, 'text', 'WE8ISO8859P1', '/docs/iso.txt'); insert into hdocs values (2, 'text', 'UTF8', '/docs/utf8.txt'); commit;
Create the index and name the charset column:
create index hdocsx on hdocs(text) indextype is ctxsys.context parameters ('datastore ctxsys.file_datastore filter cs_filter format column fmt charset column cset');
The AUTO_FILTER
is a universal filter that filters most document formats, including PDF and Microsoft Word™ documents. Use it for indexing both single-format and mixed-format columns. This filter automatically bypasses plain-text, HTML, XHTML, SGML, and XML documents.
See Also:
For a list of the formats supported byAUTO_FILTER
and to learn more about how to set up your environment to use this filter, see Appendix B, "Oracle Text Supported Document Formats".Note:
TheAUTO_FILTER
replaces the INSO_FILTER
, which has been deprecated. While every effort has been made to ensure maximal backward compatibility between the two filters, so that applications using INSO_FILTER
will continue to work without modification, some differences may arise. Users should therefore use AUTO_FILTER
in their new programs and, when possible, replace instances of INSO_FILTER
, and any system preferences or constants that make use of it, in older applications.The AUTO_FILTER
preference has the following attributes:
Table 2-10 AUTO_FILTER Attributes
Attribute | Attribute Value |
---|---|
timeout | Specify the AUTO_FILTER timeout in seconds. Use a number between 0 and 42,949,672. Default is 120. Setting this value 0 disables the feature.
How this wait period is used depends on how you set timeout_type. This feature is disabled for rows for which the corresponding charset and format column cause the Use this feature to prevent the Oracle Text indexing operation from waiting indefinitely on a hanging filter operation. |
timeout_type | Specify either HEURISTIC or FIXED. Default is HEURISTIC.
Specify HEURISTIC for Oracle Text to check every TIMEOUT seconds if output from Outside In HTML Export has increased. The operation terminates for the document if output has not increased. An error is recorded in the Specify FIXED to terminate the Outside In HTML Export processing after TIMEOUT seconds regardless of whether filtering was progressing normally or just hanging. This value is useful when indexing throughput is more important than taking the time to successfully filter large documents. |
output_formatting | Setting this attribute has no effect on filter performance or filter output. It is maintained for backward compatibility. |
To index a text column containing formatted documents such as Microsoft Word, use the AUTO_FILTER
. This filter automatically detects the document format. You can use the CTXSYS
.AUTO_FILTER
system-defined preference in the parameter clause as follows:
create index hdocsx on hdocs(text) indextype is ctxsys.context parameters ('datastore ctxsys.file_datastore filter ctxsys.auto_filter');
A mixed-format column is a text column containing more than one document format, such as a column that contains Microsoft Word, PDF, plain text, and HTML documents.
The AUTO_FILTER
can index mixed-format columns, automatically bypassing plain text, HTML, and XML documents. However, if you prefer not to depend on the built-in bypass mechanism, you can explicitly tag your rows as text and cause the AUTO_FILTER
to ignore the row and not process the document in any way.
The format column in the base table enables you to specify the type of document contained in the text column. You can specify the following document types: TEXT
, BINARY
, and IGNORE
. During indexing, the AUTO_FILTER
ignores any document typed TEXT
, assuming the charset column is not specified. (The difference between a document with a TEXT
format column type and one with an IGNORE
type is that the TEXT
document is indexed, but ignored by the filter, while the IGNORE
document is not indexed at all. Use IGNORE
to overlook documents such as image files, or documents in a language that you do not want to index. IGNORE
can be used with any filter type.)
To set up the AUTO_FILTER
bypass mechanism, you must create a format column in your base table.
For example:
create table hdocs ( id number primary key, fmt varchar2(10), text varchar2(80) );
Assuming you are indexing mostly Word documents, you specify BINARY
in the format column to filter the Word documents. Alternatively, to have the AUTO_FILTER
ignore an HTML document, specify TEXT
in the format column.
For example, the following statements add two documents to the text table, assigning one format as BINARY
and the other TEXT
:
insert into hdocs values(1, 'binary', '/docs/myword.doc'); insert in hdocs values (2, 'text', '/docs/index.html'); commit;
To create the index, use CREATE
INDEX
and specify the format column name in the parameter string:
create index hdocsx on hdocs(text) indextype is ctxsys.context parameters ('datastore ctxsys.file_datastore filter ctxsys.auto_filter format column fmt');
If you do not specify TEXT
or BINARY
for the format column, BINARY
is used.
Note:
You need not specify the format column inCREATE
INDEX
when using the AUTO_FILTER
.The AUTO_FILTER
converts documents to the database character set when the document format column is set to TEXT
. In this case, the AUTO_FILTER
looks at the charset column to determine the document character set.
If the charset column value is not an Oracle Text character set name, the document is passed through without any character set conversion.
Note:
You need not specify the charset column when using theAUTO_FILTER
.If you do specify the charset column and do not specify the format column, the AUTO_FILTER
works like the CHARSET_FILTER, except that in this case there is no Japanese character set auto-detection.
See Also:
"CHARSET_FILTER".Use the NULL_FILTER
type when plain text or HTML is to be indexed and no filtering needs to be performed. NULL_FILTER
has no attributes.
If your document set is entirely HTML, Oracle recommends that you use the NULL_FILTER
in your filter preference.
For example, to index an HTML document set, you can specify the system-defined preferences for NULL_FILTER
and HTML_SECTION_GROUP
as follows:
create index myindex on docs(htmlfile) indextype is ctxsys.context parameters('filter ctxsys.null_filter section group ctxsys.html_section_group');
See Also:
For more information on section groups and indexing HTML documents, see "Section Group Types".Use the MAIL_FILTER
to transform RFC-822, RFC-2045 messages in to indexable text. The following limitations hold for the input:
Document must be US-ASCII
Lines must not be longer than 1024 bytes
Document must be syntactically valid with regard to RFC-822.
Behavior for invalid input is not defined. Some deviations may be robustly handled by the filter without error. Others may result in a fetch-time or filter-time error.
The MAIL_FILTER
has the following attributes:
Table 2-11 MAIL_FILTER Attributes
Attribute | Attribute Value |
---|---|
INDEX_FIELDS | Specify a colon-separated list of fields to preserve in the output. These fields are transformed to tag markup. For example, if INDEX_FIELDS is set to "FROM":
becomes:
Only top-level fields are transformed in this way. |
AUTO_FILTER_TIMEOUT | Specify a timeout value for the AUTO_FILTER filtering invoked by the mail filter. Default is 60. (Replaces the INSO_TIMEOUT attribute and is backward compatible with INSO_TIMEOUT .) |
AUTO_FILTER_OUTPUT_FORMATTING | Specify either TRUE or FALSE . Default is TRUE .
This attribute replaces the previous |
PART_FIELD_STYLE | Specify how fields occurring in lower-level parts and identified by the INDEX_FIELDS attribute should be transformed. The fields of the top-level message part identified by INDEX_FIELDS are always transformed to tag markup (see the previous description of INDEX_FIELDS ); PART_FIELD_STYLE controls the transformation of subsequent parts; for example, attached emails.
Possible values include |
This filter does the following for each document:
Read and remove header fields
Decode message body if needed, depending on Content-transfer-encoding field
Take action depending on the Content-Type field value and the user-specified behavior specified in a mail filter configuration file. (See "About the Mail Filter Configuration File".) The possible actions are:
produce the body in the output text (INCLUDE
). If no character set is encountered in the INLCUDE parts in the Content-Type header field, Oracle defaults to the value you specify in the character set column in the base table. You name your populated character set column in the parameter string of the CREATE INDEX command.
AUTO_FILTER
the body contents (AUTO_FILTER
directive).
remove the body contents from the output text (IGNORE
)
If no behavior is specified for the type in the configuration file, the defaults are as follows:
text/*: produce body in the output text
application/*: AUTO_FILTER
the body contents
image/*, audio/*, video/*, model/*: ignore
Multipart messages are parsed, and the mail filter applied recursively to each part. Each part is appended to the output.
All text produced will be charset-converted to the database character set, if needed.
The MAIL_FILTER
filter makes use of a mail filter configuration file, which contains directives specifying how a mail document should be filtered. The mail filter configuration file is a editable text file. Here you can override default behavior for each Content-Type. The configuration file also contains IANA-to-Oracle Globalization Support character set name mappings.
The location of the file must be in ORACLE_HOME
/ctx/config. The name of the file to use is stored in the new system parameter MAIL_FILTER_CONFIG_FILE
. On install, this is set to drmailfl.txt, which has useful default contents.
Oracle recommends that you create your own mail filter configuration files to avoid overwrite by the installation of a new version or patch set. The mail filter configuration file should be in the database character set.
The file has two sections, BEHAVIOR and CHARSETS. You indicate the start of the behavior section as follows:
[behavior]
Each line following starts with a mime type, then whitespace, then behavior specification. The MIME
type can be a full TYPE
/SUBTYPE
or just TYPE
, which will apply to all subtypes of that type. TYPE
/SUBTYPE
specification overrides TYPE
specification, which overrides default behavior. Behavior can be INCLUDE
, AUTO_FILTER
, or IGNORE
(see "Filter Behavior" for definitions). For instance:
application/zip IGNORE application/msword AUTO_FILTER model IGNORE
You cannot specify behavior for "multipart" or "message" types. If you do, such lines are ignored. Duplicate specification for a type replaces earlier specifications.
Comments can be included in the mail configuration file by starting lines with the # symbol.
The charset mapping section begins with
[charsets]
Lines consist of an IANA name, then whitespace, then a Oracle Globalization Support charset name, like:
US-ASCII US7ASCI ISO-8859-1 WE8ISO8859P1
This file is the only way the mail filter gets the mappings. There are no defaults.
When you change the configuration file, the changes affect only the documents indexed after that point. You must flush the shared pool after changing the file.
Suppose we have an email with the following form, in which other emails with different subject lines are attached to our email:
To: somebody@someplace Subject: mainheader Content-Type: multipart/mixed . . . Content-Type: text/plain X-Ref: some_value Subject: subheader 1 . . . Content-Type: text/plain X-Control: blah blah blah Subject: subheader 2 . . .
We set INDEX_FIELDS
to be "Subject" and, initially, PART_FIELD_STYLE
to IGNORE
.
CTX_DDL.CREATE_PREFERENCE('my_mail_filt', 'mail_filter'); CTX_DDL_SET_ATTRIBUTE(my_mail_filt', 'INDEX_FILES', 'subject'); CTX_DDL.SET ATTRIBUTE ('my_mail_filt', 'PART_FIELD_STYLE', 'ignore');
Now when the index is created, the file will be indexed as follows:
<SUBJECT>mainheader</SUBJECT>
If PART_FIELD_STYLE
is instead set to TAG
, this becomes:
<SUBJECT>mainheader</SUBJECT> <SUBJECT>subheader1</SUBJECT> <SUBJECT>subheader2</SUBJECT>
If PART_FIELD_STYLE
is set to FIELD
instead, this is the result:
<SUBJECT>mainheader<SUBJECT> SUBJECT:subheader1 SUBJECT:subheader2
Finally, if PART_FIELD_STYLE
is instead set to TEXT
, then the result is:
<SUBJECT>mainheader</SUBJECT> subheader1 subheader2
Use the USER_FILTER
type to specify an external filter for filtering documents in a column. USER_FILTER
has the following attribute:
Table 2-12 USER_FILTER Attributes
Attribute | Attribute Value |
---|---|
command | Specify the name of the filter executable. |
Specify the executable for the single external filter used to filter all text stored in a column. If more than one document format is stored in the column, the external filter specified for command must recognize and handle all such formats.
On UNIX, the executable you specify must exist in the $ORACLE_HOME/ctx/bin
directory. On Windows, the executable you specify must exist in the %ORACLE_HOME%/bin
directory.
You must create your user-filter executable with two parameters: the first is the name of the input file to be read, and the second is the name of the output file to be written to.
If all the document formats are supported by AUTO_FILTER
, use AUTO_FILTER
instead of USER_FILTER
unless additional tasks besides filtering are required for the documents.
The following example Perl script to be used as the user filter. This script converts the input text file specified in the first argument to uppercase and writes the output to the location specified in the second argument:
#!/usr/local/bin/perl open(IN, $ARGV[0]); open(OUT, ">".$ARGV[1]); while (<IN>) { tr/a-z/A-Z/; print OUT; } close (IN); close (OUT);
Assuming that this file is named upcase.pl
, create the filter preference as follows:
begin ctx_ddl.create_preference ( preference_name => 'USER_FILTER_PREF', object_name => 'USER_FILTER' ); ctx_ddl.set_attribute ('USER_FILTER_PREF','COMMAND','upcase.pl'); end;
Create the index in SQL*Plus as follows:
create index user_filter_idx on user_filter ( docs ) indextype is ctxsys.context parameters ('FILTER USER_FILTER_PREF');
Use the PROCEDURE_FILTER
type to filter your documents with a stored procedure. The stored procedure is called each time a document needs to be filtered.
This type has the following attributes:
Table 2-13 PROCEDURE_FILTER Attributes
Attribute | Purpose | Allowable Values |
---|---|---|
procedure | Name of the filter stored procedure. | Any procedure. The procedure can be a PL/SQL stored procedure. |
input_type | Type of input argument for stored procedure. | VARCHAR2, BLOB, CLOB, FILE |
output_type | Type of output argument for stored procedure. | VARCHAR2, CLOB, FILE |
rowid_parameter | Include rowid parameter? | TRUE/FALSE |
format_parameter | Include format parameter? | TRUE/FALSE |
charset_parameter | Include charset parameter? | TRUE/FALSE |
Specify the name of the stored procedure to use for filtering. The procedure can be a PL/SQL stored procedure. The procedure can be a safe callout or call a safe callout.
With the rowid_parameter
, format_parameter
, and charset_parameter
set to FALSE, the procedure can have one of the following signatures:
PROCEDURE(IN BLOB, IN OUT NOCOPY CLOB) PROCEDURE(IN CLOB, IN OUT NOCOPY CLOB) PROCEDURE(IN VARCHAR, IN OUT NOCOPY CLOB) PROCEDURE(IN BLOB, IN OUT NOCOPY VARCHAR2) PROCEDURE(IN CLOB, IN OUT NOCOPY VARCHAR2) PROCEDURE(IN VARCHAR2, IN OUT NOCOPY VARCHAR2) PROCEDURE(IN BLOB, IN VARCHAR2) PROCEDURE(IN CLOB, IN VARCHAR2) PROCEDURE(IN VARCHAR2, IN VARCHAR2)
The first argument is the content of the unfiltered row as passed out by the datastore. The second argument is for the procedure to pass back the filtered document text.
The procedure attribute is mandatory and has no default.
Specify the type of the input argument of the filter procedure. You can specify one of the following:
Type | Description |
---|---|
procedure | Name of the filter stored procedure. |
input_type | Type of input argument for stored procedure. |
output_type | Type of output argument for stored procedure. |
rowid_parameter | Include rowid parameter? |
The input_type attribute is not mandatory. If not specified, BLOB is the default.
Specify the type of output argument of the filter procedure. You can specify one of the following types:
Type | Description |
---|---|
CLOB |
The output argument is IN OUT NOCOPY CLOB. Your procedure must write the filtered content to the CLOB passed in. |
VARCHAR2 |
The output argument is IN OUT NOCOPY VARCHAR2. Your procedure must write the filtered content to the VARCHAR2 variable passed in. |
FILE |
The output argument must be IN VARCHAR2 . On entering the filter procedure, the output argument is the name of a temporary file. The filter procedure must write the filtered contents to this named file.
Using a FILE output type is useful only when the procedure is a safe callout, which can write to the file. |
The output_type attribute is not mandatory. If not specified, CLOB
is the default.
When you specify TRUE, the rowid of the document to be filtered is passed as the first parameter, before the input and output parameters.
For example, with INPUT_TYPE
BLOB
, OUTPUT_TYPE
CLOB
, and ROWID_PARAMETER
TRUE
, the filter procedure must have the signature as follows:
procedure(in rowid, in blob, in out nocopy clob)
This attribute is useful for when your procedure requires data from other columns or tables. This attribute is not mandatory. The default is FALSE
.
When you specify TRUE
, the value of the format column of the document being filtered is passed to the filter procedure before input and output parameters, but after the rowid parameter, if enabled.
You specify the name of the format column at index time in the parameters string, using the keyword 'format column <columnname>'
. The parameter type must be IN
VARCHAR2
.
The format column value can be read by means of the rowid parameter, but this attribute enables a single filter to work on multiple table structures, because the format attribute is abstracted and does not require the knowledge of the name of the table or format column.
FORMAT_PARAMETER
is not mandatory. The default is FALSE
.
When you specify TRUE
, the value of the charset column of the document being filtered is passed to the filter procedure before input and output parameters, but after the rowid and format parameter, if enabled.
You specify the name of the charset column at index time in the parameters string, using the keyword 'charset column <columnname>'
. The parameter type must be IN
VARCHAR2
.
CHARSET_PARAMETER
attribute is not mandatory. The default is FALSE.
ROWID_PARAMETER
, FORMAT_PARAMETER
, and CHARSET_PARAMETER
are all independent. The order is rowid, the format, then charset, but the filter procedure is passed only the minimum parameters required.
For example, assume that INPUT_TYPE
is BLOB
and OUTPUT_TYPE
is CLOB
. If your filter procedure requires all parameters, the procedure signature must be:
(id IN ROWID, format IN VARCHAR2, charset IN VARCHAR2, input IN BLOB, output IN OUT NOCOPY CLOB)
If your procedure requires only the ROWID
, then the procedure signature must be:
(id IN ROWID,input IN BLOB, ouput IN OUT NOCOPY CLOB)
In order to create an index using a PROCEDURE_FILTER
preference, the index owner must have execute permission on the procedure.
The filter procedure can raise any errors needed through the normal PL/SQL raise_application_error facility. These errors are propagated to the CTX_USER_INDEX_ERRORS view or reported to the user, depending on how the filter is invoked.
Consider a filter procedure CTXSYS.NORMALIZE
that you define with the following signature:
PROCEDURE NORMALIZE(id IN ROWID, charset IN VARCHAR2, input IN CLOB, output IN OUT NOCOPY VARCHAR2);
To use this procedure as your filter, set up your filter preference as follows:
begin ctx_ddl.create_preference('myfilt', 'procedure_filter'); ctx_ddl.set_attribute('myfilt', 'procedure', 'normalize'); ctx_ddl.set_attribute('myfilt', 'input_type', 'clob'); ctx_ddl.set_attribute('myfilt', 'output_type', 'varchar2'); ctx_ddl.set_attribute('myfilt', 'rowid_parameter', 'TRUE'); ctx_ddl.set_attribute('myfilt', 'charset_parameter', 'TRUE'); end;
Use the lexer preference to specify the language of the text to be indexed. To create a lexer preference, you must use one of the following lexer types:
Table 2-14 Lexer Types
Type | Description |
---|---|
BASIC_LEXER |
Lexer for extracting tokens from text in languages, such as English and most western European languages that use white space delimited words. |
MULTI_LEXER |
Lexer for indexing tables containing documents of different languages |
CHINESE_VGRAM_LEXER |
Lexer for extracting tokens from Chinese text. |
CHINESE_LEXER |
Lexer for extracting tokens from Chinese text. |
JAPANESE_VGRAM_LEXER |
Lexer for extracting tokens from Japanese text. |
JAPANESE_LEXER |
Lexer for extracting tokens from Japanese text. |
KOREAN_MORPH_LEXER |
Lexer for extracting tokens from Korean text. |
USER_LEXER |
Lexer you create to index a particular language. |
WORLD_LEXER |
Lexer for indexing tables containing documents of different languages; autodetects languages in a document |
Use the BASIC_LEXER
type to identify tokens for creating Text indexes for English and all other supported whitespace-delimited languages.
The BASIC_LEXER
also enables base-letter conversion, composite word indexing, case-sensitive indexing and alternate spelling for whitespace-delimited languages that have extended character sets.
In English and French, you can use the BASIC_LEXER
to enable theme indexing.
Note:
Any processing the lexer does to tokens before indexing (for example, removal of characters, and base-letter conversion) are also performed on query terms at query time. This ensures that the query terms match the form of the tokens in the Text index.BASIC_LEXER
supports any database character set.
BASIC_LEXER
has the following attributes:
Table 2-15 BASIC_LEXER Attributes
Attribute | Attribute Value |
---|---|
continuation | characters |
numgroup | characters |
numjoin | characters |
printjoins | characters |
punctuations | characters |
skipjoins | characters |
startjoins | non alphanumeric characters that occur at the beginning of a token (string) |
endjoins | non alphanumeric characters that occur at the end of a token (string) |
whitespace | characters (string) |
newline | NEWLINE (\n)
CARRIAGE_RETURN (\r) |
base_letter | NO (disabled) |
YES (enabled) | |
base_letter_type | GENERIC (default) |
SPECIFIC | |
override_base_letter | TRUE
FALSE (default) |
mixed_case | NO (disabled) |
YES (enabled) | |
composite | DEFAULT (no composite word indexing, default) |
GERMAN (German composite word indexing) | |
DUTCH (Dutch composite word indexing) | |
index_stems | 0 NONE
1 ENGLISH 2 DERIVATIONAL 3 DUTCH 4 FRENCH 5 GERMAN 6 ITALIAN 7 SPANISH |
index_themes | YES (enabled) |
NO (disabled, default) | |
NO (disabled, default) | |
index_text | YES (enabled, default |
NO (disabled) | |
prove_themes | YES (enabled, default) |
NO (disabled) | |
theme_language | AUTO (default) |
(any Globalization Support language) | |
alternate_spelling | GERMAN (German alternate spelling) |
DANISH (Danish alternate spelling) | |
SWEDISH (Swedish alternate spelling) | |
NONE (No alternate spelling, default) | |
new_german_spelling | YES
NO (default) |
Specify the characters that indicate a word continues on the next line and should be indexed as a single token. The most common continuation characters are hyphen '-' and backslash '\'.
Specify a single character that, when it appears in a string of digits, indicates that the digits are groupings within a larger single unit.
For example, comma ',' might be defined as a numgroup character because it often indicates a grouping of thousands when it appears in a string of digits.
Specify the characters that, when they appear in a string of digits, cause Oracle Text to index the string of digits as a single unit or word.
For example, period '.' can be defined as numjoin characters because it often serves as decimal points when it appears in a string of digits.
Note:
The default values for numjoin and numgroup are determined by the Globalization Support initialization parameters that are specified for the database.In general, a value need not be specified for either numjoin or numgroup when creating a lexer preference for BASIC_LEXER
.
Specify the non alphanumeric characters that, when they appear anywhere in a word (beginning, middle, or end), are processed as alphanumeric and included with the token in the Text index. This includes printjoins that occur consecutively.
For example, if the hyphen '-' and underscore '_' characters are defined as printjoins, terms such as pseudo-intellectual and _file_ are stored in the Text index as pseudo-intellectual and _file_.
Note:
If a printjoins character is also defined as a punctuations character, the character is only processed as an alphanumeric character if the character immediately following it is a standard alphanumeric character or has been defined as a printjoins or skipjoins character.Specify the non-alphanumeric characters that, when they appear at the end of a word, indicate the end of a sentence. The defaults are period '.', question mark '?', and exclamation point '!'.
Characters that are defined as punctuations are removed from a token before text indexing. However, if a punctuations character is also defined as a printjoins character, the character is removed only when it is the last character in the token.
For example, if the period (.) is defined as both a printjoins and a punctuations character, the following transformations take place during indexing and querying as well:
Token | Indexed Token |
---|---|
.doc | .doc |
dog.doc | dog.doc |
dog..doc | dog..doc |
dog. | dog |
dog... | dog.. |
In addition, BASIC_LEXER
uses punctuations characters in conjunction with newline and whitespace characters to determine sentence and paragraph delimiters for sentence/paragraph searching.
Specify the non-alphanumeric characters that, when they appear within a word, identify the word as a single token; however, the characters are not stored with the token in the Text index.
For example, if the hyphen character '-' is defined as a skipjoins, the word pseudo-intellectual is stored in the Text index as pseudointellectual.
Note:
printjoins and skipjoins are mutually exclusive. The same characters cannot be specified for both attributes.For startjoins, specify the characters that when encountered as the first character in a token explicitly identify the start of the token. The character, as well as any other startjoins characters that immediately follow it, is included in the Text index entry for the token. In addition, the first startjoins character in a string of startjoins characters implicitly ends the previous token.
For endjoins, specify the characters that when encountered as the last character in a token explicitly identify the end of the token. The character, as well as any other startjoins characters that immediately follow it, is included in the Text index entry for the token.
The following rules apply to both startjoins and endjoins:
The characters specified for startjoins/endjoins cannot occur in any of the other attributes for BASIC_LEXER
.
startjoins/endjoins characters can occur only at the beginning or end of tokens
Printjoins differ from endjoins and startjoins in that position does not matter. For example, $35 will be indexed as one token if $ is a startjoin or a printjoin, but as two tokens if it is defined as an endjoin.
Specify the characters that are treated as blank spaces between tokens. BASIC_LEXER
uses whitespace characters in conjunction with punctuations and newline characters to identify character strings that serve as sentence delimiters for sentence and paragraph searching.
The predefined default values for whitespace are 'space' and 'tab'. These values cannot be changed. Specifying characters as whitespace characters adds to these defaults.
Specify the characters that indicate the end of a line of text. BASIC_LEXER
uses newline characters in conjunction with punctuations and whitespace characters to identify character strings that serve as paragraph delimiters for sentence and paragraph searching.
The only valid values for newline are NEWLINE
and CARRIAGE_RETURN
(for carriage returns). The default is NEWLINE
.
Specify whether characters that have diacritical marks (umlauts, cedillas, acute accents, and so on) are converted to their base form before being stored in the Text index. The default is NO (base-letter conversion disabled). For more information on base-letter conversions and base_letter_type
, see Base-Letter Conversion.
Specify GENERIC or SPECIFIC.
The GENERIC value is the default and means that base letter transformation uses one transformation table that applies to all languages. For more information on base-letter conversions and base_letter_type
, see Base-Letter Conversion.
When base_letter
is enabled at the same time as alternate_spelling
, it is sometimes necessary to override base_letter
to prevent unexpected results from serial transformations. See Overriding Base-Letter Transformations with Alternate Spelling. Default is FALSE
.
Specify whether the lexer leaves the tokens exactly as they appear in the text or converts the tokens to all uppercase. The default is NO (tokens are converted to all uppercase).
Note:
Oracle Text ensures that word queries match the case sensitivity of the index being queried. As a result, if you enable case sensitivity for your Text index, queries against the index are always case sensitive.Specify whether composite word indexing is disabled or enabled for either GERMAN
or DUTCH
text. The default is DEFAULT
(composite word indexing disabled).
Words that are usually one entry in a German dictionary are not split into composite stems, while words that aren't dictionary entries are split into composite stems.
In order to retrieve the indexed composite stems, you must issue a stem query, such as $bahnhof. The language of the wordlist stemmer must match the language of the composite stems.
Oracle Text ships with a system stemming dictionary ($ORACLE_HOME/ctx/data/enlx/dren.dct
), which is used for both ENGLISH
and DERIVATIONAL
stemming. You can create a user-dictionary for your own language to customize how words are decomposed. These dictionaries are shown in Table 2-16.
Table 2-16 Stemming User-Dictionaries
Dictionary | Language |
---|---|
$ORACLE_HOME/ctx/data/frlx/drfr.dct |
French |
$ORACLE_HOME/ctx/data/delx/drde.dct |
German |
$ORACLE_HOME/ctx/data/nllx/drnl.dct |
Dutch |
$ORACLE_HOME/ctx/data/itlx/drit.dct |
Italian |
$ORACLE_HOME/ctx/data/eslx/dres.dct |
Spanish |
Stemming user-dictionaries are not supported for languages other than those listed in Table 2-16.
The format for the user dictionary is as follows:
input term <tab> output term
The individual parts of the decomposed word must be separated by the # character. The following example entries are for the German word Hauptbahnhof:
Hauptbahnhof<tab>Haupt#Bahnhof Hauptbahnhofes<tab>Haupt#Bahnhof Hauptbahnhof<tab>Haupt#Bahnhof Hauptbahnhoefe<tab>Haupt#Bahnhof
Specify YES to index theme information in English or French. This makes ABOUT
queries more precise. The index_themes and index_text attributes cannot both be NO.
If you use the BASIC_LEXER
and specify no value for index_themes, this attribute defaults to NO
.
You can set this parameter to TRUE for any indextype including CTXCAT. To issue an ABOUT query with CATSEARCH, use the query template with CONTEXT grammar.
Note:
index_themes
requires an installed knowledge base. A knowledge base may or may not have been installed with Oracle Text. For more information on knowledge bases, see the Oracle Text Application Developer's Guide.Specify YES
to prove themes. Theme proving attempts to find related themes in a document. When no related themes are found, parent themes are eliminated from the document.
While theme proving is acceptable for large documents, short text descriptions with a few words rarely prove parent themes, resulting in poor recall performance with ABOUT
queries.
Theme proving results in higher precision and less recall (less rows returned) for ABOUT
queries. For higher recall in ABOUT
queries and possibly less precision, you can disable theme proving. Default is YES
.
The prove_themes
attribute is supported for CONTEXT
and CTXRULE
indexes.
Specify which knowledge base to use for theme generation when index_themes is set to YES
. When index_themes is NO
, setting this parameter has no effect on anything.
You can specify any Globalization Support language or AUTO
. You must have a knowledge base for the language you specify. This release provides a knowledge base in only English and French. In other languages, you can create your own knowledge base.
The default is AUTO
, which instructs the system to set this parameter according to the language of the environment.
Specify the stemmer to use for stem indexing. You can choose one of
NONE
ENGLISH
DERIVATIONAL
DUTCH
FRENCH
GERMAN
ITALIAN
SPANISH
Tokens are stemmed to a single base form at index time in addition to the normal forms. Indexing stems enables better query performance for stem ($) queries, such as $computed.
Specify YES
to index word information. The index_themes and index_text attributes cannot both be NO
.
The default is NO
.
Specify either GERMAN
, DANISH
, or SWEDISH
to enable the alternate spelling in one of these languages. Enabling alternate spelling enables you to query a word in any of its alternate forms.
Alternate spelling is off by default; however, in the language-specific scripts that Oracle provides in admin/defaults
(drdefd.sql
for German, drdefdk.sql
for Danish, and drdefs.sql
for Swedish), alternate spelling is turned on. If your installation uses these scripts, then alternate spelling is on. However, You can specify NONE
for no alternate spelling. For more information about the alternate spelling conventions Oracle Text uses, see Alternate Spelling.
Specify whether the queries using the BASIC_LEXER
return both traditional and reformed (new) spellings of German words. If new_german_spelling
is set to YES, then both traditional and new forms of words are indexed. If it is set to NO, then the word will be indexed only as it as provided in the query. The default is NO.
See Also:
"New German Spelling"The following example sets printjoin characters and disables theme indexing with the BASIC_LEXER
:
begin ctx_ddl.create_preference('mylex', 'BASIC_LEXER'); ctx_ddl.set_attribute('mylex', 'printjoins', '_-'); ctx_ddl.set_attribute ( 'mylex', 'index_themes', 'NO'); ctx_ddl.set_attribute ( 'mylex', 'index_text', 'YES'); end;
To create the index with no theme indexing and with printjoins characters set as described, issue the following statement:
create index myindex on mytable ( docs ) indextype is ctxsys.context parameters ( 'LEXER mylex' );
Use MULTI_LEXER
to index text columns that contain documents of different languages. For example, you can use this lexer to index a text column that stores English, German, and Japanese documents.
This lexer has no attributes.
You must have a language column in your base table. To index multi-language tables, you specify the language column when you create the index.
You create a multi-lexer preference with the CTX_DDL.CREATE_PREFERENCE
. You add language-specific lexers to the multi-lexer preference with the CTX_DDL.ADD_SUB_LEXER
procedure.
During indexing, the MULTI_LEXER
examines each row's language column value and switches in the language-specific lexer to process the document.
The WORLD_LEXER
lexer also performs multi-language indexing, but without the need for separate language columns (that is, it has automatic language detection). For more on WORLD_LEXER
, see "WORLD_LEXER".
When you use the MULTI_LEXER
, you can also use a multi-language stoplist for indexing.
See Also:
"Multi-Language Stoplists".Create the multi-language table with a primary key, a text column, and a language column as follows:
create table globaldoc ( doc_id number primary key, lang varchar2(3), text clob );
Assume that the table holds mostly English documents, with the occasional German or Japanese document. To handle the three languages, you must create three sub-lexers, one for English, one for German, and one for Japanese:
ctx_ddl.create_preference('english_lexer','basic_lexer'); ctx_ddl.set_attribute('english_lexer','index_themes','yes'); ctx_ddl.set_attribute('english_lexer','theme_language','english'); ctx_ddl.create_preference('german_lexer','basic_lexer'); ctx_ddl.set_attribute('german_lexer','composite','german'); ctx_ddl.set_attribute('german_lexer','mixed_case','yes'); ctx_ddl.set_attribute('german_lexer','alternate_spelling','german'); ctx_ddl.create_preference('japanese_lexer','japanese_vgram_lexer');
Create the multi-lexer preference:
ctx_ddl.create_preference('global_lexer', 'multi_lexer');
Since the stored documents are mostly English, make the English lexer the default using CTX_DDL.ADD_SUB_LEXER:
ctx_ddl.add_sub_lexer('global_lexer','default','english_lexer');
Now add the German and Japanese lexers in their respective languages with CTX_DDL.ADD_SUB_LEXER procedure. Also assume that the language column is expressed in the standard ISO 639-2 language codes, so add those as alternate values.
ctx_ddl.add_sub_lexer('global_lexer','german','german_lexer','ger'); ctx_ddl.add_sub_lexer('global_lexer','japanese','japanese_lexer','jpn');
Now create the index globalx
, specifying the multi-lexer preference and the language column in the parameter clause as follows:
create index globalx on globaldoc(text) indextype is ctxsys.context parameters ('lexer global_lexer language column lang');
At query time, the multi-lexer examines the language setting and uses the sub-lexer preference for that language to parse the query. If the language is not set, then the default lexer is used.
Otherwise, the query is parsed and run as usual. The index contains tokens from multiple languages, so such a query can return documents in several languages. To limit your query to a given language, use a structured clause on the language column.
The CHINESE_VGRAM_LEXER
type identifies tokens in Chinese text for creating Text indexes.
The CHINESE_LEXER
type identifies tokens in traditional and simplified Chinese text for creating Oracle Text indexes.
This lexer offers the following benefits over the CHINESE_VGRAM_LEXER
:
generates a smaller index
better query response time
generates real word tokens resulting in better query precision
supports stop words
Because the CHINESE_LEXER
uses a different algorithm to generate tokens, indexing time is longer than with CHINESE_VGRAM_LEXER
.
You can use this lexer if your database character is one of the Chinese or Unicode character sets supported by Oracle.
The JAPANESE_VGRAM_LEXER
type identifies tokens in Japanese for creating Text indexes. It has no attributes. This lexer supports the stem ($) operator.
This lexer has the following attributes:
Table 2-19 JAPANESE_VGRAM_LEXER Attributes
Attribute | Attribute Value |
---|---|
delimiter | Specify NONE or ALL to ignore certain Japanese blank characters, such as a full-width forward slash or a full-width middle dot. Default is NONE . |
mixed_case_ASCII7 | Enable mixed-case (upper- and lower-case) searches of ASCII7 text (for example, cat and Cat). Allowable values are YES and NO (default). |
The JAPANESE_LEXER
type identifies tokens in Japanese for creating Text indexes. This lexer supports the stem ($) operator.
This lexer offers the following benefits over the JAPANESE_VGRAM_LEXER
:
generates a smaller index
better query response time
generates real word tokens resulting in better query precision
Because the JAPANESE_LEXER
uses a new algorithm to generate tokens, indexing time is longer than with JAPANESE_VGRAM_LEXER
.
You can modify the existing lexicon (dictionary) used by the Japanese lexer, or create your own Japanese lexicon, with the ctxlc
command.
This lexer has the following attributes:
Table 2-20 JAPANESE_LEXER Attributes
Attribute | Attribute Value |
---|---|
delimiter | Specify NONE or ALL to ignore certain Japanese blank characters, such as a full-width forward slash or a full-width middle dot. Default is NONE . |
mixed_case_ASCII7 | Enable mixed-case (upper- and lower-case) searches of ASCII7 text (for example, cat and Cat). Allowable values are YES and NO (default). |
When you specify JAPANESE_LEXER
for creating text index, the JAPANESE_LEXER
resolves a sentence into words.
For example, the following compound word (natural language institute)
is indexed as three tokens:
In order to resolve a sentence into words, the internal dictionary is referenced. When a word cannot be found in the internal dictionary, Oracle Text uses the JAPANESE_VGRAM_LEXER
to resolve it.
The KOREAN_MORPH_LEXER
type identifies tokens in Korean text for creating Oracle Text indexes.
The KOREAN_MORPH_LEXER
uses four dictionaries:
Table 2-21 KOREAN_MORPH_LEXER Dictionaries
Dictionary | File |
---|---|
System | $ORACLE_HOME/ctx/data/kolx/drk2sdic.dat |
Grammar | $ORACLE_HOME/ctx/data/kolx/drk2gram.dat |
Stopword | $ORACLE_HOME/ctx/data/kolx/drk2xdic.dat |
User-defined | $ORACLE_HOME/ctx/data/kolx/drk2udic.dat |
The grammar, user-defined, and stopword dictionaries should be written using the KSC 5601 or MSWIN949 character sets. You can modify these dictionaries using the defined rules. The system dictionary must not be modified.
You can add unregistered words to the user-defined dictionary file. The rules for specifying new words are in the file.
You can use KOREAN_MORPH_LEXER
if your database character set is one of the following:
The KOREAN_MORPH_LEXER
enables mixed-case searches.
The KOREAN_MORPH_LEXER
supports:
words in non-KSC5601 Korean characters defined in Unicode
supplementary characters
See Also:
For information on supplementary characters, see the Oracle Database Globalization Support GuideSome Korean documents may have non-KSC5601 characters in them. As the KOREAN_MORPH_LEXER
can recognize all possible 11,172 Korean (Hangul) characters, such documents can also be interpreted by using the UTF8 or AL32UTF8 character sets.
Use the AL32UTF8 character set for your database to extract surrogate characters. By default, the KOREAN_MORPH_LEXER
extracts all series of surrogate characters in a document as one token for each series.
When you use the KOREAN_MORPH_LEXER
, you can specify the following attributes:
Table 2-22 KOREAN_MORPH_LEXER Attributes
You can use the composite attribute to control how composite nouns are indexed.
When you specify NGRAM
for the composite attribute, composite nouns are indexed with all possible component tokens. For example, the following composite noun (information processing institute)
is indexed as six tokens:
You can specify NGRAM
indexing as follows:
begin ctx_ddl.create_preference('my_lexer','KOREAN_MORPH_LEXER'); ctx_ddl.set_attribute('my_lexer','COMPOSITE','NGRAM'); end
To create the index:
create index koreanx on korean(text) indextype is ctxsys.context parameters ('lexer my_lexer');
When you specify COMPONENT_WORD
for the composite attribute, composite nouns and their components are indexed. For example, the following composite noun (information processing institute)
is indexed as four tokens:
You can specify COMPONENT_WORD
indexing as follows:
begin ctx_ddl.create_preference('my_lexer','KOREAN_MORPH_LEXER'); ctx_ddl.set_attribute('my_lexer','COMPOSITE','COMPONENT_WORD'); end
To create the index:
create index koreanx on korean(text) indextype is ctxsys.context parameters ('lexer my_lexer');
Use USER_LEXER to plug in your own language-specific lexing solution. This enables you to define lexers for languages that are not supported by Oracle Text. It also enables you to define a new lexer for a language that is supported but whose lexer is inappropriate for your application.
The user-defined lexer you register with Oracle Text is composed of two routines that you must supply:
Table 2-23 User-Defined Routines for USER_LEXER
User-Defined Routine | Description |
---|---|
Indexing Procedure | Stored procedure (PL/SQL) which implements the tokenization of documents and stop words. Output must be an XML document as specified in this section. |
Query Procedure | Stored procedure (PL/SQL) which implements the tokenization of query words. Output must be an XML document as specified in this section. |
This callback stored procedure is called by Oracle Text as needed to tokenize a document or a stop word found in the stoplist object.
This procedure can be a PL/SQL stored procedure.
The index owner must have EXECUTE privilege on this stored procedure.
This stored procedure must not be replaced or dropped after the index is created. You can replace or drop this stored procedure after the index is dropped.
This procedure must not perform any of the following operations:
rollback
explicitly or implicitly commit the current transaction
issue any other transaction control statement
alter the session language or territory
The child elements of the root element tokens of the XML document returned must be in the same order as the tokens occur in the document or stop word being tokenized.
The behavior of this stored procedure must be deterministic with respect to all parameters.
Two different interfaces are supported for the User-defined lexer indexing procedure. One interface enables the document or stop word and the corresponding tokens encoded as XML to be passed as VARCHAR2 datatype whereas the other interface uses the CLOB datatype. This attribute indicates the interface implemented by the stored procedure specified by the INDEX_PROCEDURE attribute.
BASIC_WORDLIST AttributesTable 2-25 describes the interface that enables the document or stop word from stoplist object to be tokenized to be passed as VARCHAR2 from Oracle Text to the stored procedure and for the tokens to be passed as VARCHAR2 as well from the stored procedure back to Oracle Text.
Your user-defined lexer indexing procedure should use this interface when all documents in the column to be indexed are smaller than or equal to 32512 bytes and the tokens can be represented by less than or equal to 32512 bytes. In this case the CLOB interface given in Table 2-26 can also be used, although the VARCHAR2 interface will generally perform faster than the CLOB interface.
This procedure must be defined with the following parameters:
Table 2-25 VARCHAR2 Interface for INDEX_PROCEDURES
Parameter Position | Parameter Mode | Parameter Datatype | Description |
---|---|---|---|
1 | IN | VARCHAR2 | Document or stop word from stoplist object to be tokenized.
If the document is larger than 32512 bytes then Oracle Text will report a document level indexing error. |
2 | IN OUT | VARCHAR2 | Tokens encoded as XML.
If the document contains no tokens, then either NULL must be returned or the tokens element in the XML document returned must contain no child elements. Byte length of the data must be less than or equal to 32512. To improve performance, use the NOCOPY hint when declaring this parameter. This passes the data by reference, rather than passing data by value. The XML document returned by this procedure should not include unnecessary whitespace characters (typically used to improve readability). This reduces the size of the XML document which in turn minimizes the transfer time. To improve performance, index_procedure should not validate the XML document with the corresponding XML schema at run-time. Note that this parameter is IN OUT for performance purposes. The stored procedure has no need to use the IN value. |
3 | IN | BOOLEAN | Oracle Text sets this parameter to TRUE when Oracle Text needs the character offset and character length of the tokens as found in the document being tokenized.
Oracle Text sets this parameter to FALSE when Text is not interested in the character offset and character length of the tokens as found in the document being tokenized. This implies that the XML attributes off and len must not be used. |
Table 2-26 describes the CLOB interface that enables the document or stop word from stoplist object to be tokenized to be passed as CLOB from Oracle Text to the stored procedure and for the tokens to be passed as CLOB as well from the stored procedure back to Oracle Text.
The user-defined lexer indexing procedure should use this interface when at least one of the documents in the column to be indexed is larger than 32512 bytes or the corresponding tokens are represented by more than 32512 bytes.
Table 2-26 CLOB Interface for INDEX_PROCEDURE
Parameter Position | Parameter Mode | Parameter Datatype | Description |
---|---|---|---|
1 | IN | CLOB | Document or stop word from stoplist object to be tokenized. |
2 | IN OUT | CLOB | Tokens encoded as XML. |
3 | IN | BOOLEAN | If the document contains no tokens, then either NULL must be returned or the tokens element in the XML document returned must contain no child elements.
To improve performance, use the NOCOPY hint when declaring this parameter. This passes the data by reference, rather than passing data by value. The XML document returned by this procedure should not include unnecessary whitespace characters (typically used to improve readability). This reduces the size of the XML document which in turn minimizes the transfer time. To improve performance, index_procedure should not validate the XML document with the corresponding XML schema at run-time. Note that this parameter is IN OUT for performance purposes. The stored procedure has no need to use the IN value. The IN value will always be a truncated CLOB. |
The first and second parameters are temporary CLOBS. Avoid assigning these CLOB locators to other locator variables. Assigning the formal parameter CLOB locator to another locator variable causes a new copy of the temporary CLOB to be created resulting in a performance hit.
This callback stored procedure is called by Oracle Text as needed to tokenize words in the query. A space-delimited group of characters (excluding the query operators) in the query will be identified by Oracle Text as a word.
This procedure can be a PL/SQL stored procedure.
The index owner must have EXECUTE privilege on this stored procedure.
This stored procedure must not be replaced or be dropped after the index is created. You can replace or drop this stored procedure after the index is dropped.
This procedure must not perform any of the following operations:
rollback
explicitly or implicitly commit the current transaction
issue any other transaction control statement
alter the session language or territory
The child elements of the root element tokens of the XML document returned must be in the same order as the tokens occur in the query word being tokenized.
The behavior of this stored procedure must be deterministic with respect to all parameters.
Table 2-27 describes the interface for the user-defined lexer query procedure:
Table 2-27 User-defined Lexer Query Procedure XML Schema Attributes
Parameter Position | Parameter Mode | Parameter Datatype | Description |
---|---|---|---|
1 | IN | VARCHAR2 | Query word to be tokenized. |
2 | IN | CTX_ULEXER_WILDCARD_TAB | Character offsets of wildcard characters (% and _) in the query word. If the query word passed in by Oracle Text does not contain any wildcard characters then this index-by table will be empty.
The wildcard characters in the query word must be preserved in the tokens returned in order for the wildcard query feature to work properly. The character offset is 0 (zero) based. Offset information follows USC-2 codepoint semantics. |
3 | IN OUT | VARCHAR2 | Tokens encoded as XML.
If the query word contains no tokens then either NULL must be returned or the tokens element in the XML document returned must contain no child elements. The length of the data must be less-than or equal to 32512 bytes. |
The sequence of tokens returned by your stored procedure must be represented as an XML 1.0 document. The XML document must be valid with respect to the XML Schemas given in the following sections.
To boost performance of this feature, the XML parser in Oracle Text will not perform validation and will not be a full-featured XML compliant parser. This implies that only minimal XML features will be supported. The following XML features are not supported:
Document Type Declaration (for example, <!DOCTYPE [...]>
) and therefore entity declarations. Only the following built-in entities can be referenced: lt, gt, amp, quot, and apos.
CDATA sections.
Comments.
Processing Instructions.
XML declaration (for example, <?xml version="1.0" ...?>
).
Namespaces.
Use of elements and attributes other than those defined by the corresponding XML Schema.
Character references (for example ট).
xml:space attribute.
xml:lang attribute
This section describes additional constraints imposed on the XML document returned by the user-defined lexer indexing procedure when the third parameter is FALSE. The XML document returned must be valid with respect to the following XML Schema:
<xsd:schema xmlns:xsd="http://www.w3.org/2001/XMLSchema"> <xsd:element name="tokens"> <xsd:complexType> <xsd:sequence> <xsd:choice minOccurs="0" maxOccurs="unbounded"> <xsd:element name="eos" type="EmptyTokenType"/> <xsd:element name="eop" type="EmptyTokenType"/> <xsd:element name="num" type="xsd:token"/> <xsd:group ref="IndexCompositeGroup"/> </xsd:choice> </xsd:sequence> </xsd:complexType> </xsd:element> <!-- Enforce constraint that compMem element must be preceeded by word element or compMem element for indexing --> <xsd:group name="IndexCompositeGroup"> <xsd:sequence> <xsd:element name="word" type="xsd:token"/> <xsd:element name="compMem" type="xsd:token" minOccurs="0" maxOccurs="unbounded"/> </xsd:sequence> </xsd:group> <!-- EmptyTokenType defines an empty element without attributes --> <xsd:complexType name="EmptyTokenType"/> </xsd:schema>
Here are some of the constraints imposed by this XML Schema:
The root element is tokens. This is mandatory. It has no attributes.
The root element can have zero or more child elements. The child elements can be one of the following: eos, eop, num, word, and compMem. Each of these represent a specific type of token.
The compMem element must be preceded by a word element or a compMem element.
The eos and eop elements have no attributes and must be empty elements.
The num, word, and compMem elements have no attributes. Oracle Text will normalize the content of these elements as follows: convert whitespace characters to space characters, collapse adjacent space characters to a single space character, remove leading and trailing spaces, perform entity reference replacement, and truncate to 64 bytes.
Table 2-28 describes the element names defined in the preceding XML Schema.
Table 2-28 User-defined Lexer Indexing Procedure XML Schema Element Names
Element | Description |
---|---|
word | This element represents a simple word token. The content of the element is the word itself. Oracle Text does the work of identifying this token as being a stop word or non-stop word and processing it appropriately. |
num | This element represents an arithmetic number token. The content of the element is the arithmetic number itself. Oracle Text treats this token as a stop word if the stoplist preference has NUMBERS added as the stopclass. Otherwise this token is treated the same way as the word token.
Supporting this token type is optional. Without support for this token type, adding the NUMERBS stopclass will have no effect. |
eos | This element represents end-of-sentence token. Oracle Text uses this information so that it can support WITHIN SENTENCE queries.
Supporting this token type is optional. Without support for this token type, queries against the SENTENCE section will not work as expected. |
eop | This element represents end-of-paragraph token. Oracle Text uses this information so that it can support WITHIN PARAGRAPH queries.
Supporting this token type is optional. Without support for this token type, queries against the PARAGRAPH section will not work as expected. |
compMem | Same as the word element, except that the implicit word offset is the same as the previous word token.
Support for this token type is optional. |
Document: Vom Nordhauptbahnhof und aus der Innenstadt zum Messegelände.
Tokens:
<tokens> <word> VOM </word> <word> NORDHAUPTBAHNHOF </word> <compMem>NORD</compMem> <compMem>HAUPT </compMem> <compMem>BAHNHOF </compMem> <compMem>HAUPTBAHNHOF </compMem> <word> UND </word> <word> AUS </word> <word> DER </word> <word> INNENSTADT </word> <word> ZUM </word> <word> MESSEGELÄNDE </word> <eos/> </tokens>
This section describes additional constraints imposed on the XML document returned by the user-defined lexer indexing procedure when the third parameter is TRUE. The XML document returned must be valid according to the following XML schema:
<xsd:schema xmlns:xsd="http://www.w3.org/2001/XMLSchema"> <xsd:element name="tokens"> <xsd:complexType> <xsd:sequence> <xsd:choice minOccurs="0" maxOccurs="unbounded"> <xsd:element name="eos" type="EmptyTokenType"/> <xsd:element name="eop" type="EmptyTokenType"/> <xsd:element name="num" type="DocServiceTokenType"/> <xsd:group ref="DocServiceCompositeGroup"/> </xsd:choice> </xsd:sequence> </xsd:complexType> </xsd:element> <!-- Enforce constraint that compMem element must be preceeded by word element or compMem element for document service --> <xsd:group name="DocServiceCompositeGroup"> <xsd:sequence> <xsd:element name="word" type="DocServiceTokenType"/> <xsd:element name="compMem" type="DocServiceTokenType" minOccurs="0" maxOccurs="unbounded"/> </xsd:sequence> </xsd:group> <!-- EmptyTokenType defines an empty element without attributes --> <xsd:complexType name="EmptyTokenType"/> <!-- DocServiceTokenType defines an element with content and mandatory attributes --> <xsd:complexType name="DocServiceTokenType"> <xsd:simpleContent> <xsd:extension base="xsd:token"> <xsd:attribute name="off" type="OffsetType" use="required"/> <xsd:attribute name="len" type="xsd:unsignedShort" use="required"/> </xsd:extension> </xsd:simpleContent> </xsd:complexType> <xsd:simpleType name="OffsetType"> <xsd:restriction base="xsd:unsignedInt"> <xsd:maxInclusive value="2147483647"/> </xsd:restriction> </xsd:simpleType> </xsd:schema>
Some of the constraints imposed by this XML Schema are as follows:
The root element is tokens. This is mandatory. It has no attributes.
The root element can have zero or more child elements. The child elements can be one of the following: eos, eop, num, word, and compMem. Each of these represent a specific type of token.
The compMem element must be preceded by a word element or a compMem element.
The eos and eop elements have no attributes and must be empty elements.
The num, word, and compMem elements have two mandatory attributes: off
and len. Oracle Text will normalize the content of these elements as follows: convert whitespace characters to space characters, collapse adjacent space characters to a single space character, remove leading and trailing spaces, perform entity reference replacement, and truncate to 64 bytes.
The off
attribute value must be an integer between 0 and 2147483647 inclusive.
The len
attribute value must be an integer between 0 and 65535 inclusive.
Table 2-28 describes the element types defined in the preceding XML Schema.
Table 2-29 describes the attributes defined in the preceding XML Schema.
Table 2-29 User-defined Lexer Indexing Procedure XML Schema Attributes
Attribute | Description |
---|---|
off | This attribute represents the character offset of the token as it appears in the document being tokenized.
The offset is with respect to the character document passed to the user-defined lexer indexing procedure, not the document fetched by the datastore. The document fetched by the datastore may be pre-processed by the filter object or the section group object, or both, before being passed to the user-defined lexer indexing procedure. The offset of the first character in the document being tokenized is 0 (zero). Offset information follows USC-2 codepoint semantics. |
len | This attribute represents the character length (same semantics as SQL function LENGTH) of the token as it appears in the document being tokenized.
The length is with respect to the character document passed to the user-defined lexer indexing procedure, not the document fetched by the datastore. The document fetched by the datastore may be pre-processed by the filter object or the section group object before being passed to the user-defined lexer indexing procedure. Length information follows USC-2 codepoint semantics. |
Sum of off
attribute value and len
attribute value must be less than or equal to the total number of characters in the document being tokenized. This is to ensure that the document offset and characters being referenced are within the document boundary.
This section describes additional constraints imposed on the XML document returned by the user-defined lexer query procedure. The XML document returned must be valid with respect to the following XML Schema:
<xsd:schema xmlns:xsd="http://www.w3.org/2001/XMLSchema"> <xsd:element name="tokens"> <xsd:complexType> <xsd:sequence> <xsd:choice minOccurs="0" maxOccurs="unbounded"> <xsd:element name="num" type="QueryTokenType"/> <xsd:group ref="QueryCompositeGroup"/> </xsd:choice> </xsd:sequence> </xsd:complexType> </xsd:element> <!-- Enforce constraint that compMem element must be preceeded by word element or compMem element for query --> <xsd:group name="QueryCompositeGroup"> <xsd:sequence> <xsd:element name="word" type="QueryTokenType"/> <xsd:element name="compMem" type="QueryTokenType" minOccurs="0" maxOccurs="unbounded"/> </xsd:sequence> </xsd:group> <!-- QueryTokenType defines an element with content and with an optional attribute --> <xsd:complexType name="QueryTokenType"> <xsd:simpleContent> <xsd:extension base="xsd:token"> <xsd:attribute name="wildcard" type="WildcardType" use="optional"/> </xsd:extension> </xsd:simpleContent> </xsd:complexType> <xsd:simpleType name="WildcardType"> <xsd:restriction base="WildcardBaseType"> <xsd:minLength value="1"/> <xsd:maxLength value="64"/> </xsd:restriction> </xsd:simpleType> <xsd:simpleType name="WildcardBaseType"> <xsd:list> <xsd:simpleType> <xsd:restriction base="xsd:unsignedShort"> <xsd:maxInclusive value="378"/> </xsd:restriction> </xsd:simpleType> </xsd:list> </xsd:simpleType> </xsd:schema>
Here are some of the constraints imposed by this XML Schema:
The root
element is tokens. This is mandatory. It has no attributes.
The root
element can have zero or more child elements. The child elements can be one of the following: num
and word
. Each of these represent a specific type of token.
The compMem
element must be preceded by a word
element or a compMem
element.
The purpose of compMem
is to enable USER_LEXER
queries to return multiple forms for a single query. For example, if a user-defined lexer indexes the word bank as BANK(FINANCIAL)
and BANK(RIVER)
, the query procedure can return the first term as a word
and the second as a compMem
element:
<tokens> <word>BANK(RIVER)</word> <compMem>BANK(FINANCIAL)</compMem> </tokens>
See Table 2-30, "User-defined Lexer Query Procedure XML Schema Attributes" for more on the compMem
element.
The num and word elements have a single optional attribute: wildcard. Oracle Text will normalize the content of these elements as follows: convert whitespace characters to space characters, collapse adjacent space characters to a single space character, remove leading and trailing spaces, perform entity reference replacement, and truncate to 64 bytes.
The wildcard attribute value is a white-space separated list of integers. The minimum number of integers is 1 and the maximum number of integers is 64. The value of the integers must be between 0 and 378 inclusive. The intriguers in the list can be in any order.
Table 2-28 describes the element types defined in the preceding XML Schema.
Table 2-30 describes the attribute defined in the preceding XML Schema.
Table 2-30 User-defined Lexer Query Procedure XML Schema Attributes
Attribute | Description |
---|---|
compMem | Same as the word element, but its implicit word offset is the same as the previous word token. Oracle Text will equate this token with the previous word token and with subsequent compMem tokens using the query EQUIV operator. |
wildcard | Any% or _ characters in the query which are not escaped by the user are considered wildcard characters because they are replaced by other characters. These wildcard characters in the query must be preserved during tokenization in order for the wildcard query feature to work properly. This attribute represents the character offsets (same semantics as SQL function LENGTH) of wildcard characters in the content of the element. Oracle Text will adjust these offsets for any normalization performed on the content of the element. The characters pointed to by the offsets must either be% or _ characters.
The offset of the first character in the content of the element is 0. Offset information follows USC-2 codepoint semantics. If the token does not contain any wildcard characters then this attribute must not be specified. |
Use the WORLD_LEXER
to index text columns that contain documents of different languages. For example, you can use this lexer to index a text column that stores English, Japanese, and German documents.
WORLD_LEXER
differs from MULTI_LEXER
in that WORLD_LEXER
automatically detects the language(s) of a document. Unlike MULTI_LEXER
, WORLD_LEXER
does not require you to have a language column in your base table or to specify the language column when you create the index. Moreover, it is not necessary to use sub-lexers, as with MULTI_LEXER
. (See MULTI_LEXER.)
This lexer has no attributes.
WORLD_LEXER
works with languages whose character sets are defined by the Unicode 4.0 standard. For a list of languages that WORLD_LEXER
can work with, see "World Lexer Features".
Use the wordlist preference to enable the query options such as stemming, fuzzy matching for your language. You can also use the wordlist preference to enable substring and prefix indexing, which improves performance for wildcard queries with CONTAINS
and CATSEARCH
.
To create a wordlist preference, you must use BASIC_WORDLIST
, which is the only type available.
Use BASIC_WORDLIST
type to enable stemming and fuzzy matching or to create prefix indexes with Text indexes.
See Also:
For more information about the stem and fuzzy operators, see Chapter 3, "Oracle Text CONTAINS Query Operators".BASIC_WORDLIST
has the following attributes:
Table 2-32 BASIC_WORDLIST Attributes
Specify the stemmer used for word stemming in Text queries. When you do not specify a value for stemmer, the default is ENGLISH
.
Specify AUTO
for the system to automatically set the stemming language according to the language setting of the session. When there is no stemmer for a language, the default is NULL
. With the NULL
stemmer, the stem operator is ignored in queries.
You can create your own stemming user-dictionary. See "Stemming User-Dictionaries" for more information.
Specify which fuzzy matching routines are used for the column. Fuzzy matching is currently supported for English, Japanese, and, to a lesser extent, the Western European languages.
Note:
The fuzzy_match attributes value for Chinese and Korean are dummy attribute values that prevent the English and Japanese fuzzy matching routines from being used on Chinese and Korean text.The default for fuzzy_match is GENERIC
.
Specify AUTO
for the system to automatically set the fuzzy matching language according to language setting of the session.
Specify a default lower limit of fuzzy score. Specify a number between 0 and 80. Text with scores below this number are not returned. The default is 60.
Fuzzy score is a measure of how close the expanded word is to the query word. The higher the score the better the match. Use this parameter to limit fuzzy expansions to the best matches.
Specify the maximum number of fuzzy expansions. Use a number between 0 and 5000. The default is 100.
Setting a fuzzy expansion limits the expansion to a specified number of the best matching words.
Specify TRUE
for Oracle Text to create a substring index. A substring index improves performance for left-truncated or double-truncated wildcard queries such as %ing or %benz%. The default is false.
Substring indexing has the following impact on indexing and disk resources:
Index creation and DML processing is up to 4 times slower
The size of the substring index created is approximately the size of the $X index on the word table.
Index creation with substring_index
enabled requires more rollback segments during index flushes than with substring index off. Oracle recommends that you do either of the following when creating a substring index:
make available double the usual rollback or
decrease the index memory to reduce the size of the index flushes to disk
Specify yes
to enable prefix indexing. Prefix indexing improves performance for right truncated wildcard searches such as TO%. Defaults to NO
.
Note:
Enabling prefix indexing increases index size.Prefix indexing chops up tokens into multiple prefixes to store in the $I table.For example, words TOKEN
and TOY
are normally indexed like this in the $I table:
Token | Type | Information |
---|---|---|
TOKEN | 0 | DOCID 1 POS 1 |
TOY | 0 | DOCID 1 POS 3 |
With prefix indexing, Oracle Text indexes the prefix substrings of these tokens as follows with a new token type of 6:
Token | Type | Information |
---|---|---|
TOKEN | 0 | DOCID 1 POS 1 |
TOY | 0 | DOCID 1 POS 3 |
T | 6 | DOCID 1 POS 1 POS 3 |
TO | 6 | DOCID 1 POS 1 POS 3 |
TOK | 6 | DOCID 1 POS 1 |
TOKE | 6 | DOCID 1 POS 1 |
TOKEN | 6 | DOCID 1 POS 1 |
TOY | 6 | DOCID 1 POS 3 |
Wildcard searches such as TO%
are now faster because Oracle Text does no expansion of terms and merging of result sets. To obtain the result, Oracle Text need only examine the (TO,6) row.
Specify the minimum length of indexed prefixes. Defaults to 1.
For example, setting prefix_length_min
to 3 and prefix_length_max
to 5 indexes all prefixes between 3 and 5 characters long.
Note:
A wildcard search whose pattern is below the minimum length or above the maximum length is searched using the slower method of equivalence expansion and merging.Specify the maximum length of indexed prefixes. Defaults to 64.
For example, setting prefix_length_min
to 3 and prefix_length_max
to 5 indexes all prefixes between 3 and 5 characters long.
Note:
A wildcard search whose pattern is below the minimum length or above the maximum length is searched using the slower method of equivalence expansion and merging.Specify the maximum number of terms in a wildcard (%) expansion. Use this parameter to keep wildcard query performance within an acceptable limit. Oracle Text returns an error when the wildcard query expansion exceeds this number.
The following example shows the use of the BASIC_WORDLIST
type.
The following example enables stemming and fuzzy matching for English. The preference STEM_FUZZY_PREF
sets the number of expansions to the maximum allowed. This preference also instructs the system to create a substring index to improve the performance of double-truncated searches.
begin ctx_ddl.create_preference('STEM_FUZZY_PREF', 'BASIC_WORDLIST'); ctx_ddl.set_attribute('STEM_FUZZY_PREF','FUZZY_MATCH','ENGLISH'); ctx_ddl.set_attribute('STEM_FUZZY_PREF','FUZZY_SCORE','0'); ctx_ddl.set_attribute('STEM_FUZZY_PREF','FUZZY_NUMRESULTS','5000'); ctx_ddl.set_attribute('STEM_FUZZY_PREF','SUBSTRING_INDEX','TRUE'); ctx_ddl.set_attribute('STEM_FUZZY_PREF','STEMMER','ENGLISH'); end;
To create the index in SQL, issue the following statement:
create index fuzzy_stem_subst_idx on mytable ( docs ) indextype is ctxsys.context parameters ('Wordlist STEM_FUZZY_PREF');
The following example sets the wordlist preference for prefix and sub-string indexing. For prefix indexing, it specifies that Oracle Text create token prefixes between 3 and 4 characters long:
begin
ctx_ddl.create_preference('mywordlist', 'BASIC_WORDLIST'); ctx_ddl.set_attribute('mywordlist','PREFIX_INDEX','TRUE'); ctx_ddl.set_attribute('mywordlist','PREFIX_MIN_LENGTH',3); ctx_ddl.set_attribute('mywordlist','PREFIX_MAX_LENGTH', 4); ctx_ddl.set_attribute('mywordlist','SUBSTRING_INDEX', 'YES');
end
Use the wildcard_maxterms attribute to set the maximum allowed terms in a wildcard expansion.
--- create a sample table drop table quick ; create table quick ( quick_id number primary key, text varchar(80) ); --- insert a row with 10 expansions for 'tire%' insert into quick ( quick_id, text ) values ( 1, 'tire tirea tireb tirec tired tiree tiref tireg tireh tirei tirej'); commit; --- create an index using wildcard_maxterms=100 begin Ctx_Ddl.Create_Preference('wildcard_pref', 'BASIC_WORDLIST'); ctx_ddl.set_attribute('wildcard_pref', 'wildcard_maxterms', 100) ; end; / create index wildcard_idx on quick(text) indextype is ctxsys.context parameters ('Wordlist wildcard_pref') ; --- query on 'tire%' - should work fine select quick_id from quick where contains ( text, 'tire%' ) > 0; --- now re-create the index with wildcard_maxterms=5 drop index wildcard_idx ; begin Ctx_Ddl.Drop_Preference('wildcard_pref'); Ctx_Ddl.Create_Preference('wildcard_pref', 'BASIC_WORDLIST'); ctx_ddl.set_attribute('wildcard_pref', 'wildcard_maxterms', 5) ; end; / create index wildcard_idx on quick(text) indextype is ctxsys.context parameters ('Wordlist wildcard_pref') ; --- query on 'tire%' gives "wildcard query expansion resulted in too many terms" select quick_id from quick where contains ( text, 'tire%' ) > 0;
Use the storage preference to specify tablespace and creation parameters for tables associated with a Text index. The system provides a single storage type called BASIC_STORAGE
:
Table 2-33 Storage Types
Type | Description |
---|---|
BASIC_STORAGE | Indexing type used to specify the tablespace and creation parameters for the database tables and indexes that constitute a Text index. |
The BASIC_STORAGE
type specifies the tablespace and creation parameters for the database tables and indexes that constitute a Text index.
The clause you specify is added to the internal CREATE
TABLE
(CREATE
INDEX
for the i_index _clause) statement at index creation. You can specify most allowable clauses, such as storage, LOB storage, or partitioning. However, you cannot specify an index organized table clause.
See Also:
For more information about how to specifyCREATE
TABLE
and CREATE
INDEX
statements, see Oracle Database SQL Reference.BASIC_STORAGE
has the following attributes:
Table 2-34 BASIC_STORAGE Attributes
By default, BASIC_STORAGE
attributes are not set. In such cases, the Text index tables are created in the index owner's default tablespace. Consider the following statement, issued by user IUSER
, with no BASIC_STORAGE
attributes set:
create index IOWNER.idx on TOWNER.tab(b) indextype is ctxsys.context;
In this example, the text index is created in IOWNER's
default tablespace.
The following examples specify that the index tables are to be created in the foo
tablespace with an initial extent of 1K:
begin ctx_ddl.create_preference('mystore', 'BASIC_STORAGE'); ctx_ddl.set_attribute('mystore', 'I_TABLE_CLAUSE', 'tablespace foo storage (initial 1K)'); ctx_ddl.set_attribute('mystore', 'K_TABLE_CLAUSE', 'tablespace foo storage (initial 1K)'); ctx_ddl.set_attribute('mystore', 'R_TABLE_CLAUSE', 'tablespace users storage (initial 1K) lob (data) store as (disable storage in row cache)'); ctx_ddl.set_attribute('mystore', 'N_TABLE_CLAUSE', 'tablespace foo storage (initial 1K)'); ctx_ddl.set_attribute('mystore', 'I_INDEX_CLAUSE', 'tablespace foo storage (initial 1K) compress 2'); ctx_ddl.set_attribute('mystore', 'P_TABLE_CLAUSE', 'tablespace foo storage (initial 1K)'); end;
In order to issue WITHIN
queries on document sections, you must create a section group before you define your sections. You specify your section group in the parameter clause of CREATE INDEX.
To create a section group, you can specify one of the following group types with the CTX_DDL.CREATE_SECTION_GROUP procedure:
Table 2-35 Section Group Types
This example shows the use of section groups in both HTML and XML documents.
The following statement creates a section group called htmgroup
with the HTML group type.
begin ctx_ddl.create_section_group('htmgroup', 'HTML_SECTION_GROUP'); end;
You can optionally add sections to this group using the procedures in the CTX_DDL
package, such as CTX_DDL.ADD_SPECIAL_SECTION
or CTX_DDL.ADD_ZONE_SECTION
. To index your documents, you can issue a statement such as:
create index myindex on docs(htmlfile) indextype is ctxsys.context parameters('filter ctxsys.null_filter section group htmgroup');
See Also:
For more information on section groups, see Chapter 7, "CTX_DDL Package"The following statement creates a section group called xmlgroup
with the XML_SECTION_GROUP
group type.
begin ctx_ddl.create_section_group('xmlgroup', 'XML_SECTION_GROUP'); end;
You can optionally add sections to this group using the procedures in the CTX_DDL
package, such as CTX_DDL.ADD_ATTR_SECTION
or CTX_DDL.ADD_STOP_SECTION
. To index your documents, you can issue a statement such as:
create index myindex on docs(htmlfile) indextype is ctxsys.context parameters('filter ctxsys.null_filter section group xmlgroup');
See Also:
For more information on section groups, see Chapter 7, "CTX_DDL Package"The following statement creates a section group called auto
with the AUTO_SECTION_GROUP
group type. This section group automatically creates sections from tags in XML documents.
begin
ctx_ddl.create_section_group('auto', 'AUTO_SECTION_GROUP');
end; CREATE INDEX myindex on docs(htmlfile) INDEXTYPE IS ctxsys.context PARAMETERS('filter ctxsys.null_filter section group auto');
This section describes the classifier types used to create a preference for CTX_CLS.TRAIN and CTXRULE index creation. The following two classifier types are supported:
Use the RULE_CLASSIFIER type for creating preferences for the query rule generating procedure, CTX_CLS.TRAIN and for CTXRULE creation. The rules generated with this type are essentially query strings and can be easily examined. The queries generated by this classifier can use the AND, NOT, or ABOUT operators. The WITHIN operator is supported for queries on field sections only.
This type has the following attributes:
Table 2-36 RULE_CLASSIFIER Attributes
Attribute | Data Type | Default | Min Value | Max Value | Description |
---|---|---|---|---|---|
THRESHOLD |
I | 50 | 1 | 99 | Specify threshold (in percentage) for rule generation. One rule is output only when its confidence level is larger than threshold. |
MAX_TERMS |
I | 100 | 20 | 2000 | For each class, a list of relevant terms is selected to form rules. Specify the maximum number of terms that can be selected for each class. |
MEMORY_SIZE |
I | 500 | 10 | 4000 | Specify memory usage for training in MB. Larger values improve performance. |
NT_THRESHOLD |
F | 0.001 | 0 | 0.90 | Specify a threshold for term selection. There are two thresholds guiding two steps in selecting relevant terms. This threshold controls the behavior of the first step. At this step, terms are selected as candidate terms for the further consideration in the second step. The term is chosen when the ratio of the occurrence frequency over the number of documents in the training set is larger than this threshold. |
TERM_THRESHOLD |
I | 10 | 0 | 100 | Specify a threshold as a percentage for term selection. This threshold controls the second step term selection. Each candidate term has a numerical quantity calculated to imply its correlation with a given class. The candidate term will be selected for this class only when the ratio of its quantity value over the maximum value for all candidate terms in the class is larger than this threshold. |
PRUNE_LEVEL |
I | 75 | 0 | 100 | Specify how much to prune a built decision tree for better coverage. Higher values mean more aggressive pruning and the generated rules will have larger coverage but less accuracy. |
Use the SVM_CLASSIFIER type for creating preferences for the rule generating procedure, CTX_CLS.TRAIN, and for CTXRULE creation. This classifier type represents the Support Vector Machine method of classification and generates rules in binary format. Use this classifier type when you need high classification accuracy.
This type has the following attributes:
Table 2-37 SVM_CLASSIFIER Attributes
Attribute Name | Data Type | Default | Min Value | Max Value | Description |
---|---|---|---|---|---|
MAX_DOCTERMS |
I | 50 | 10 | 8192 | Specify the maximum number of terms representing one document. |
MAX_FEATURES |
I | 3,000 | 1 | 100,000 | Specify the maximum number of distinct features. |
THEME_ON |
B | FALSE | NULL | NULL | Specify TRUE to use themes as features.
Classification with themes requires an installed knowledge base. A knowledge base may or may not have been installed with Oracle Text. For more information on knowledge bases, see the Oracle Text Application Developer's Guide. |
TOKEN_ON |
B | TRUE | NULL | NULL | Specify TRUE to use regular tokens as features. |
STEM_ON |
B | FALSE | NULL | NULL | Specify TRUE to use stemmed tokens as features. This only works when turning INDEX_STEM on for the lexer. |
MEMORY_SIZE |
I | 500 | 10 | 4000 | Specify approximate memory size in MB. |
SECTION_WEIGHT |
1 | 2 | 0 | 100 | Specify the occurrence multiplier for adding a term in a field section as a normal term. For example, by default, the term cat in "<A>cat</A>" is a field section term and is treated as a normal term with occurrence equal to 2, but you can specify that it be treated as a normal term with a weight up to 100. SECTION_WEIGHT is only meaningful when the index policy specifies a field section. |
This section describes the cluster types used for creating preferences for the CTX_CLS.CLUSTERING
procedure.
See Also:
For more information about clustering, see "CLUSTERING" in Chapter 6, "CTX_CLS Package" as well as the Oracle Text Application Developer's GuideThis clustering type has the following attributes:
Table 2-38 KMEAN_CLUSTERING Attributes
Attribute Name | Data Type | Default | Min Value | Max Value | Description |
---|---|---|---|---|---|
MAX_DOCTERMS |
I | 50 | 10 | 8192 | Specify the maximum number of distinct terms representing one document. |
MAX_FEATURES |
I | 3,000 | 1 | 500,000 | Specify the maximum number of distinct features. |
THEME_ON |
B | FALSE | NULL | NULL | Specify TRUE to use themes as features.
Clustering with themes requires an installed knowledge base. A knowledge base may or may not have been installed with Oracle Text. For more information on knowledge bases, see the Oracle Text Application Developer's Guide. |
TOKEN_ON |
B | TRUE | NULL | NULL | Specify TRUE to use regular tokens as features. |
STEM_ON |
B | FALSE | NULL | NULL | Specify TRUE to use stemmed tokens as features. This only works when turning INDEX_STEM on for the lexer. |
MEMORY_SIZE |
I | 500 | 10 | 4000 | Specify approximate memory size in MB. |
SECTION_WEIGHT |
1 | 2 | 0 | 100 | Specify the occurrence multiplier for adding a term in a field section as a normal term. For example, by default, the term cat in "<A>cat</A>" is a field section term and is treated as a normal term with occurrence equal to 2, but you can specify that it be treated as a normal term with a weight up to 100. SECTION_WEIGHT is only meaningful when the index policy specifies a field section. |
CLUSTER_NUM |
I | 200 | 2 | 20000 | Specify the total number of leaf clusters to be generated. |
Stoplists identify the words in your language that are not to be indexed. In English, you can also identify stopthemes that are not to be indexed. By default, the system indexes text using the system-supplied stoplist that corresponds to your database language.
Oracle Text provides default stoplists for most common languages including English, French, German, Spanish, Chinese, Dutch, and Danish. These default stoplists contain only stopwords.
See Also:
For more information about the supplied default stoplists, see Appendix E, "Oracle Text Supplied Stoplists".You can create multi-language stoplists to hold language-specific stopwords. A multi-language stoplist is useful when you use the MULTI_LEXER
to index a table that contains documents in different languages, such as English, German, and Japanese.
To create a multi-language stoplist, use the CTX_DLL.CREATE_STOPLIST procedure and specify a stoplist type of MULTI_STOPLIST
. You add language specific stopwords with CTX_DDL.ADD_STOPWORD.
At indexing time, the language column of each document is examined, and only the stopwords for that language are eliminated. At query time, the session language setting determines the active stopwords, like it determines the active lexer when using the multi-lexer.
You can create your own stoplists using the CTX_DLL.CREATE_STOPLIST procedure. With this procedure you can create a BASIC_STOPLIST
for single language stoplist, or you can create a MULTI_STOPLIST
for a multi-language stoplist.
When you create your own stoplist, you must specify it in the parameter clause of CREATE
INDEX
.
The default stoplist is always named CTXSYS.DEFAULT_STOPLIST. You can use the following procedures to modify this stoplist:
CTX_DDL.ADD_STOPWORD
CTX_DDL.REMOVE_STOPWORD
CTX_DDL.ADD_STOPTHEME
CTX_DDL.ADD_STOPCLASS
When you modify CTXSYS.DEFAULT_STOPLIST
with the CTX_DDL
package, you must re-create your index for the changes to take effect.
You can add stopwords dynamically to a default or custom stoplist with ALTER INDEX. When you add a stopword dynamically, you need not re-index, because the word immediately becomes a stopword and is removed from the index.
Note:
Even though you can dynamically add stopwords to an index, you cannot dynamically remove stopwords. To remove a stopword, you must use CTX_DDL.REMOVE_STOPWORD, drop your index and re-create it.When you install Oracle Text, some indexing preferences are created. You can use these preferences in the parameter clause of CREATE INDEX or define your own.
The default index parameters are mapped to some of the system-defined preferences described in this section.
See Also:
For more information about default index parameters, see "Default Index Parameters" .System-defined preferences are divided into the following categories:
This section discusses the types associated with data storage preferences.
This preference uses the DIRECT_DATASTORE type. You can use this preference to create indexes for text columns in which the text is stored directly in the column.
This section discusses the types associated with lexer preferences.
The default lexer depends on the language used at install time. The following sections describe the default settings for CTXSYS.DEFAULT_LEXER
for each language.
If your language is English, this preference uses the BASIC_LEXER with the index_themes
attribute disabled.
If your language is Danish, this preference uses the BASIC_LEXER with the following option enabled:
alternate spelling (alternate_spelling attribute set to DANISH
)
If your language is Dutch, this preference uses the BASIC_LEXER with the following options enabled:
composite indexing (composite
attribute set to DUTCH
)
If your language is German, this preference uses the BASIC_LEXER with the following options enabled:
case-sensitive indexing (mixed_case
attribute enabled)
composite indexing (composite
attribute set to GERMAN
)
alternate spelling (alternate_spelling
attribute set to GERMAN
)
If your language is Finnish, Norwegian, or Swedish, this preference uses the BASIC_LEXER with the following option enabled:
alternate spelling (alternate_spelling attribute set to SWEDISH
)
If you language is Japanese, this preference uses the JAPANESE_VGRAM_LEXER.
If your language is Korean, this preference uses the KOREAN_MORPH_LEXER. All attributes for the KOREAN_MORPH_LEXER
are enabled.
If your language is Simplified or Traditional Chinese, this preference uses the CHINESE_VGRAM_LEXER.
For all other languages not listed in this section, this preference uses the BASIC_LEXER with no attributes set.
See Also:
To learn more about these options, see BASIC_LEXER .This section discusses the types associated with stoplist preferences.
This stoplist preference defaults to the stoplist of your database language.
See Also:
For a complete list of the stop words in the supplied stoplists, see Appendix E, "Oracle Text Supplied Stoplists".This section discusses the types associated with wordlist preferences.
This preference uses the language stemmer for your database language. If your language is not listed in Table 2-32, this preference defaults to the NULL stemmer and the GENERIC fuzzy matching attribute.
This section describes the Oracle Text system parameters. They fall into the following categories:
When you install Oracle Text, in addition to the system-defined preferences, the following system parameters are set:
Table 2-39 General System Parameters
System Parameter | Description |
---|---|
MAX_INDEX_MEMORY |
This is the maximum indexing memory that can be specified in the parameter clause of CREATE INDEX and ALTER INDEX . |
DEFAULT_INDEX_MEMORY |
This is the default indexing memory used with CREATE INDEX and ALTER INDEX . |
LOG_DIRECTORY |
This is the directory for CTX_OUTPUT log files. |
CTX_DOC_KEY_TYPE |
This is the default input key type, either ROWID or PRIMARY_KEY , for the CTX_DOC procedures. Set to ROWID at install time.
See also: CTX_DOC. SET_KEY_TYPE. |
You can view system defaults by querying the CTX_PARAMETERS view. You can change defaults using the CTX_ADM.SET_PARAMETER procedure.
This section describes the index parameters you can use when you create context and ctxcat indexes.
The following default parameters are used when you do not specify preferences in the parameter clause of CREATE INDEX when you create a context index. Each default parameter names a system-defined preference to use for data storage, filtering, lexing, and so on.
Table 2-40 Default CONTEXT Index Parameters
Parameter | Used When | Default Value |
---|---|---|
DEFAULT_DATASTORE |
No datastore preference specified in parameter clause of CREATE INDEX . |
CTXSYS.DEFAULT_DATASTORE |
DEFAULT_FILTER_FILE |
No filter preference specified in parameter clause of CREATE INDEX , and either of the following conditions is true:
|
CTXSYS.AUTO_FILTER |
DEFAULT_FILTER_BINARY |
No filter preference specified in parameter clause of CREATE INDEX , and Oracle Text detects that the text column datatype is RAW , LONG RAW , or BLOB . |
CTXSYS.AUTO_FILTER |
DEFAULT_FILTER_TEXT |
No filter preference specified in parameter clause of CREATE INDEX , and Oracle Text detects that the text column datatype is either LONG , VARCHAR2 , VARCHAR , CHAR , or CLOB . |
CTXSYS.NULL_FILTER |
DEFAULT_SECTION_HTML |
No section group specified in parameter clause of CREATE INDEX , and when either of the following conditions is true:
|
CTXSYS.HTML_SECTION_GROUP |
DEFAULT_SECTION_TEXT |
No section group specified in parameter clause of CREATE INDEX , and when you do not use either URL_DATASTORE or AUTO_FILTER . |
CTXSYS.NULL_SECTION_GROUP |
DEFAULT_STORAGE |
No storage preference specified in parameter clause of CREATE INDEX . |
CTXSYS.DEFAULT_STORAGE |
DEFAULT_LEXER |
No lexer preference specified in parameter clause of CREATE INDEX . |
CTXSYS.DEFAULT_LEXER |
DEFAULT_STOPLIST |
No stoplist specified in parameter clause of CREATE INDEX . |
CTXSYS.DEFAULT_STOPLIST |
DEFAULT_WORDLIST |
No wordlist preference specified in parameter clause of CREATE INDEX . |
CTXSYS.DEFAULT_WORDLIST |
The following default parameters are used when you create a CTXCAT index with CREATE INDEX and do not specify any parameters in the parameter string. The CTXCAT index supports only the index set, lexer, storage, stoplist, and wordlist parameters. Each default parameter names a system-defined preference.
Table 2-41 Default CTXCAT Index Parameters
Parameter | Used When | Default Value |
---|---|---|
DEFAULT_CTXCAT_INDEX_SET |
No index set specified in parameter clause of CREATE INDEX . |
|
DEFAULT_CTXCAT_STORAGE |
No storage preference specified in parameter clause of CREATE INDEX . |
CTXSYS.DEFAULT_STORAGE |
DEFAULT_CTXCAT_LEXER |
No lexer preference specified in parameter clause of CREATE INDEX . |
CTXSYS.DEFAULT_LEXER |
DEFAULT_CTXCAT_STOPLIST |
No stoplist specified in parameter clause of CREATE INDEX . |
CTXSYS.DEFAULT_STOPLIST |
DEFAULT_CTXCAT_WORDLIST |
No wordlist preference specified in parameter clause of CREATE INDEX .
Note that while you can specify a wordlist preference for |
CTXSYS.DEFAULT_WORDLIST |
The following default parameters are used when you create a CTXRULE
index with CREATE
INDEX
and do not specify any parameters in the parameter string. The CTXRULE
index supports only the lexer, storage, stoplist, and wordlist parameters. Each default parameter names a system-defined preference.
Table 2-42 Default CTXRULE Index Parameters
Parameter | Used When | Default Value |
---|---|---|
DEFAULT_CTXRULE_LEXER | No lexer preference specified in parameter clause of CREATE INDEX . |
CTXSYS.DEFAULT_LEXER |
DEFAULT_CTXRULE_STORAGE | No storage preference specified in parameter clause of CREATE INDEX . |
CTXSYS.DEFAULT_STORAGE |
DEFAULT_CTXRULE_STOPLIST | No stoplist specified in parameter clause of CREATE INDEX . |
CTXSYS.DEFAULT_STOPLIST |
DEFAULT_CTXRULE_WORDLIST | No wordlist preference specified in parameter clause of CREATE INDEX . |
CTXSYS.DEFAULT_WORDLIST |
DEFAULT_CLASSIFIER | No classifier preference is specified in parameter clause. | RULE_CLASSIFIER |
You can view system defaults by querying the CTX_PARAMETERS view. For example, to see all parameters and values, you can issue:
SQL> SELECT par_name, par_value from ctx_parameters;
You can change a default value using the CTX_ADM.SET_PARAMETER procedure to name another custom or system-defined preference to use as default.