11 CTX_REPORT

This chapter describes how to use the CTX_REPORT package to create reports on indexing and querying. These reports can help you troubleshoot problems or fine-tune your applications.

This chapter contains the following topics:

For an overview of the CTX_REPORT package and how you can use the various procedures described here, see the Oracle Text Application Developer's Guide.

Procedures in CTX_REPORT

The CTX_REPORT package contains the following procedures:

Name Description
DESCRIBE_INDEX Creates a report describing the index.
DESCRIBE_POLICY Creates a report describing a policy.
CREATE_INDEX_SCRIPT Creates a SQL*Plus script to duplicate the named index.
CREATE_POLICY_SCRIPT Creates a SQL*Plus script to duplicate the named policy.
INDEX_SIZE Creates a report to show the internal objects of an index, their tablespaces and used sizes.
INDEX_STATS Creates a report to show the various statistics of an index.
QUERY_LOG_SUMMARY Creates a report showing query statistics
TOKEN_INFO Creates a report showing the information for a token, decoded.
TOKEN_TYPE Translates a name and returns a numeric token type.

Using the Function Versions

Some of the procedures in the CTX_REPORT package have function versions. You can call these functions as follows:

select ctx_report.describe_index('MYINDEX') from dual;

In SQL*Plus, to generate an output file to send to support, you can do:

set long 64000
set pages 0
set heading off
set feedback off
spool outputfile
select ctx_report.describe_index('MYINDEX') from dual;
spool off

DESCRIBE_INDEX

Creates a report describing the index. This includes the settings of the index metadata, the indexing objects used, the settings of the attributes of the objects, and index partition descriptions, if any.

You can call this operation as a procedure with an IN OUT CLOB parameter or as a function that returns the report as a CLOB.

Syntax

procedure CTX_REPORT.DESCRIBE_INDEX(
  index_name     IN VARCHAR2,
  report         IN OUT NOCOPY CLOB,
  report_format  IN VARCHAR2 DEFAULT FMT_TEXT
);

function CTX_REPORT.DESCRIBE_INDEX(
  index_name     IN VARCHAR2,
  report_format  IN VARCHAR2 DEFAULT FMT_TEXT
) return CLOB;

index_name

Specify the name of the index to describe.

report

Specify the CLOB locator to which to write the report.

If report is NULL, a session-duration temporary CLOB will be created and returned. It is the caller's responsibility to free this temporary CLOB as needed.

The report CLOB will be truncated before report is generated, so any existing contents will be overwritten by this call.

report_format

Specify whether the report should be generated as 'TEXT' or as 'XML'. TEXT is the default. You can also specify the values CTX_REPORT.FMT_TEXT or CTX_REPORT.FMT_XML.


DESCRIBE_POLICY

Creates a report describing the policy. This includes the settings of the policy metadata, the indexing objects used, the settings of the attributes of the objects.

You can call this operation as a procedure with an IN OUT CLOB parameter or as a function that returns the report as a CLOB.

Syntax

procedure CTX_REPORT.DESCRIBE_POLICY(
  policy_name    IN VARCHAR2,
  report         IN OUT NOCOPY CLOB,
  report_format  IN VARCHAR2 DEFAULT FMT_TEXT
);

function CTX_REPORT.DESCRIBE_POLICY(
  policy_name    IN VARCHAR2,
  report_format  IN VARCHAR2 DEFAULT FMT_TEXT
) return CLOB;
report

Specify the CLOB locator to which to write the report.

If report is NULL, a session-duration temporary CLOB will be created and returned. It is the caller's responsibility to free this temporary CLOB as needed.

The report CLOB will be truncated before report is generated, so any existing contents will be overwritten by this call.

report_format

Specify whether the report should be generated as 'TEXT' or as 'XML'. TEXT is the default. You can also specify the values CTX_REPORT.FMT_TEXT or CTX_REPORT.FMT_XML.

policy_name

Specify the name of the policy to describe


CREATE_INDEX_SCRIPT

Creates a SQL*Plus script which will create a text index that duplicates the named text index.

The created script will include creation of preferences identical to those used in the named text index. However, the names of the preferences will be different.

You can call this operation as a procedure with an IN OUT CLOB parameter or as a function that returns the report as a CLOB.

Syntax

procedure CTX_REPORT.CREATE_INDEX_SCRIPT(
  index_name      in varchar2,
  report          in out nocopy clob,
  prefname_prefix in varchar2 default null
);

function CTX_REPORT.CREATE_INDEX_SCRIPT(
  index_name      in varchar2,
  prefname_prefix in varchar2 default null
) return clob;
index_name

Specify the name of the index.

report

Specify the CLOB locator to which to write the script.

If report is NULL, a session-duration temporary CLOB will be created and returned. It is the caller's responsibility to free this temporary CLOB as needed.

The report CLOB will be truncated before report is generated, so any existing contents will be overwritten by this call.

prefname_prefix

Specify optional prefix to use for preference names.

If prefname_prefix is omitted or NULL, index name will be used. The prefname_prefix follows index length restrictions.


CREATE_POLICY_SCRIPT

Creates a SQL*Plus script which will create a text policy that duplicates the named text policy.

The created script will include creation of preferences identical to those used in the named text policy.

You can call this operation as a procedure with an IN OUT CLOB parameter or as a function that returns the report as a CLOB.

Syntax

procedure CTX_REPORT.CREATE_POLICY_SCRIPT(
  policy_name      in varchar2,
  report           in out nocopy clob,
  prefname_prefix  in varchar2 default null
);

function CTX_REPORT.CREATE_POLICY_SCRIPT(
  policy_name      in varchar2,
  prefname_prefix  in varchar2 default null
) return clob;
policy_name

Specify the name of the policy.

report

Specify the locator to which to write the script.

If report is NULL, a session-duration temporary CLOB will be created and returned. It is the caller's responsibility to free this temporary CLOB as needed.

The report CLOB will be truncated before report is generated, so any existing contents will be overwritten by this call.

prefname_prefix

Specify the optional prefix to use for preference names. If prefname_prefix is omitted or NULL, policy name will be used. prefname_prefix follows policy length restrictions.


INDEX_SIZE

Creates a report showing the internal objects of the text index or text index partition, and their tablespaces, allocated, and used sizes.

You can call this operation as a procedure with an IN OUT CLOB parameter, or as a function that returns the report as a CLOB.

Syntax

procedure CTX_REPORT.INDEX_SIZE(
  index_name     IN VARCHAR2,
  report         IN OUT NOCOPY CLOB,
  part_name      IN VARCHAR2 DEFAULT NULL,
  report_format  IN VARCHAR2 DEFAULT FMT_TEXT
);

function CTX_REPORT.INDEX_SIZE(
  index_name     IN VARCHAR2,
  part_name      IN VARCHAR2 DEFAULT NULL,
  report_format  IN VARCHAR2 DEFAULT FMT_TEXT
) return clob;
index_name

Specify the name of the index to describe

report

Specify the CLOB locator to which to write the report.

If report is NULL, a session-duration temporary CLOB will be created and returned. It is the caller's responsibility to free this temporary CLOB as needed.

The report CLOB will be truncated before report is generated, so any existing contents will be overwritten by this call

part_name

Specify the name of the index partition (optional). If part_name is NULL, and the index is a local partitioned text index, then all objects of all partitions will be displayed. If part_name is provided, then only the objects of a particular partition will be displayed.

report_format

Specify whether the report should be generated as 'TEXT' or as 'XML'. TEXT is the default. You can also specify the values CTX_REPORT.FMT_TEXT or CTX_REPORT.FMT_XML.


INDEX_STATS

Creates a report showing various calculated statistics about the text index.

This procedure will fully scan the text index tables, so it may take a long time to run for large indexes.

procedure index_stats(
  index_name     IN VARCHAR2,
  report         IN OUT NOCOPY CLOB,
  part_name      IN VARCHAR2 DEFAULT NULL,
  frag_stats     IN BOOLEAN DEFAULT TRUE,
  list_size      IN NUMBER DEFAULT 100,
  report_format  IN VARCHAR2 DEFAULT FMT_TEXT
);
index_name

Specify the name of the index to describe. This must be a CONTEXT index.

report

Specify the CLOB locator to which to write the report.If report is NULL, a session-duration temporary CLOB will be created and returned. It is the caller's responsibility to free this temporary CLOB as needed.

The report CLOB will be truncated before report is generated, so any existing contents will be overwritten by this call.

part_name

Specify the name of the index partition. If the index is a local partitioned index, then part_name must be provided. INDEX_STATS will calculate the statistics for that index partition.

frag_stats

Specify TRUE to calculate fragmentation statistics. If frag_stats is FALSE, the report will not show any statistics relating to size of index data. However, the operation should take less time and resources to calculate the token statistics.

list_size

Specify the number of elements in each compiled list. list_size has a maximum value of 1000.

report_format

Specify whether the report should be generated as 'TEXT' or as 'XML'. TEXT is the default. You can also specify the values CTX_REPORT.FMT_TEXT or CTX_REPORT.FMT_XML.

Example

Here's an example of using CTX_REPORT.INDEX_STATS:

create table output (result CLOB);
 
  declare
    x clob := null;
  begin
    ctx_report.index_stats('tdrbprx21',x);
    insert into output values (x);
    commit;
    dbms_lob.freetemporary(x);
  end;
  /
 
set long 32000
set head off
set pagesize 10000
select * from output; 

The following is sample output for INDEX_STATS on a context index. This report has been truncated for clarity. It shows some of the token statistics and all of the fragmentation statistics.

The fragmentation statistics are at the end of the report. It tells you optimal row fragmentation, an estimated amount of garbage data in the index, and a list of the most fragmented tokens. Running CTX_DDL.OPTIMIZE_INDEX cleans up the index.

=================================================================
              STATISTICS FOR "DR_TEST"."TDRBPRX21"
=================================================================

indexed documents:                                          53
allocated docids:                                           68
$I rows:                                                16,259

-----------------------------------------------------------------
                        TOKEN STATISTICS
-----------------------------------------------------------------

unique tokens:                                          13,445
average $I rows for each token:                           1.21
tokens with most $I rows:
  telecommunications industry (THEME)                        6
  science and technology (THEME)                             6
  EMAIL (FIELD SECTION "SOURCE")                             6
  DEC (FIELD SECTION "TIMESTAMP")                            6
  electronic mail (THEME)                                    6
  computer networking (THEME)                                6
  communications (THEME)                                     6
  95 (FIELD SECTION "TIMESTAMP")                             6
  15 (FIELD SECTION "TIMESTAMP")                             6
  HEADLINE (ZONE SECTION)                                    6

average size for each token:                                 8
tokens with largest size:
  T (NORMAL)                                               405
  SAID (NORMAL)                                            313
  HEADLINE (ZONE SECTION)                                  272
  NEW (NORMAL)                                             267
  I (NORMAL)                                               230
  MILLION (PREFIX)                                         222
  D (NORMAL)                                               219
  MILLION (NORMAL)                                         215
  U (NORMAL)                                               192
  DEC (FIELD SECTION "TIMESTAMP")                          186

average frequency for each token:                         2.00
most frequent tokens:
  HEADLINE (ZONE SECTION)                                   68
  DEC (FIELD SECTION "TIMESTAMP")                           62
  95 (FIELD SECTION "TIMESTAMP")                            62
  15 (FIELD SECTION "TIMESTAMP")                            62
  T (NORMAL)                                                61
  D (NORMAL)                                                59
  881115 (THEME)                                            58
  881115 (NORMAL)                                           58
  I (NORMAL)                                                55
  geography (THEME)                                         52

token statistics by type:
  token type:                                           NORMAL
    unique tokens:                                       6,344
    total rows:                                          7,631
    average rows:                                         1.20
    total size:                              67,445 (65.86 KB)
    average size:                                           11
    average frequency:                                    2.33
    most frequent tokens:
      T                                                     61
      D                                                     59
      881115                                                58
      I                                                     55
      SAID                                                  45
      C                                                     43
      NEW                                                   36
      MILLION                                               32
      FIRST                                                 28
      COMPANY                                               27

  token type:                                            THEME
    unique tokens:                                       4,563
    total rows:                                          5,523
    average rows:                                         1.21
    total size:                              21,930 (21.42 KB)
    average size:                                            5
    average frequency:                                    2.40
    most frequent tokens:
      881115                                                58
      political geography                                   52
      geography                                             52
      United States                                         51
      business and economics                                50
      abstract ideas and concepts                           48
      North America                                         48
      science and technology                                46
      NKS                                                   34
      nulls                                                 34

The fragmentation portion of this report is as follows:

-----------------------------------------------------------------
                    FRAGMENTATION STATISTICS
-----------------------------------------------------------------

total size of $I data:                     116,772 (114.04 KB)

$I rows:                                                16,259
estimated $I rows if optimal:                           13,445
estimated row fragmentation:                              17 %

garbage docids:                                             15
estimated garbage size:                      21,379 (20.88 KB)

most fragmented tokens:
  telecommunications industry (THEME)                      83 %
  science and technology (THEME)                          83 %
  EMAIL (FIELD SECTION "SOURCE")                          83 %
  DEC (FIELD SECTION "TIMESTAMP")                         83 %
  electronic mail (THEME)                                 83 %
  computer networking (THEME)                             83 %
  communications (THEME)                                  83 %
  95 (FIELD SECTION "TIMESTAMP")                          83 %
  HEADLINE (ZONE SECTION)                                 83 %
  15 (FIELD SECTION "TIMESTAMP")                          83 %

QUERY_LOG_SUMMARY

Obtain a report of logged queries.

QUERY_LOG_SUMMARY enables you to analyze queries you have logged. For example, suppose you have an application that searches a database of large animals, and your analysis of queries against it shows that users are continually searching for the word mouse; this analysis might induce you to rewrite your application so that a search for mouse redirects the user to a database for small animals instead of simply returning an unsuccessful search.

With query analysis, you can find out

  • which queries were made

  • which queries were successful

  • which queries were unsuccessful

  • how many times each query was made

You can combine these factors in various ways, such as determining the 50 most frequent unsuccessful queries made by your application.

Query logging is begun with CTX_OUTPUT.START_QUERY_LOG and terminated with CTX_OUTPUT.END_QUERY_LOG.


Note:

You must connect as CTXSYS to use CTX_REPORT.QUERY_LOG_SUMMARY.

Syntax

procedure CTX_REPORT.QUERY_LOG_SUMMARY(
   logfile       IN VARCHAR2,
   indexname     IN VARCHAR2 DEFAULT NULL,
   result_table  IN OUT NOCOPY QUERY_TABLE,
   row_num       IN NUMBER,
   most_freq     IN BOOLEAN DEFAULT TRUE,
   has_hit       IN BOOLEAN DEFAULT TRUE
);

logfile

Specify the name of the logfile that contains the queries.

indexname

Specify the name of the context index for which you want the summary report. If you specify NULL, the procedure provides a summary report for all context indexes.

result_table

Specify the name of the in-memory table of type TABLE OF RECORD where the results of the QUERY_LOG_SUMMARY are to go. The default is the location specified by the system parameter LOG_DIRECTORY.

row_num

The number of rows of results from QUERY_LOG_SUMMARY to be reported into the table named by restab. For example, if this is number is 10, most_freq is TRUE, and has_hit is TRUE, then the procedure returns the 10 most frequent queries that were successful (that is, returned hits).

most_freq

Specify whether QUERY_LOG_SUMMARY should return the most frequent or least frequent queries. The default is most frequent queries. If most_freq is set to FALSE, the procedure returns the least successful queries.

has_hit

Specify whether QUERY_LOG_SUMMARY should return queries that are successful (that is, that generate hits) or unsuccessful queries. The default is to count successful queries; set has_hit to FALSE to return unsuccessful queries.

Example

The following example shows how a query log can be used.

First connect as CTXSYS. Then create and populate two tables, and then create an index for each:

create table qlogtab1 (tk number primary key, text varchar2(2000));
insert into qlogtab1 values(1, 'The Roman name for France was Gaul.');
insert into qlogtab1 values(2, 'The Tour de France is held each summer.');
insert into qlogtab1 values(3, 'Jacques Anatole Thibault took the pen name Anatole France.');
create index idx_qlog1 on qlogtab1(text) indextype is ctxsys.context;
create table qlogtab2 (tk number primary key, text varchar2(2000));
insert into qlogtab2 values(1, 'The Great Wall of China is about 2400 kilometers long');
insert into qlogtab2 values(2, 'Soccer dates back at least to 217 C.E.');
insert into qlogtab2 values(3, 'The Corn Palace is a tourist attraction in South Dakota.');
create index idx_qlog2 on qlogtab2(text) indextype is ctxsys.context;


Turn on query logging, creating a log called query_log:

exec ctx_output.start_query_log('query.log');

Now make some queries (some of which will be unsuccessful):

select text from qlogtab1 where contains(text, 'France',1)>0;
select text from qlogtab1 where contains(text, 'cheese',1)>0;
select text from qlogtab1 where contains(text, 'Text Wizard',1)>0;
select text from qlogtab2 where contains(text, 'Corn Palace',1)>0;
select text from qlogtab2 where contains(text, 'China',1)>0;
select text from qlogtab1 where contains(text, 'Text Wizards',1)>0;
select text from qlogtab2 where contains(text, 'South Dakota',1)>0;
select text from qlogtab1 where contains(text, 'Text Wizard',1)>0;
select text from qlogtab2 where contains(text, 'China',1)>0;
select text from qlogtab1 where contains(text, 'Text Wizard',1)>0;
select text from qlogtab2 where contains(text, 'company',1)>0;
select text from qlogtab1 where contains(text, 'Text Wizard',1)>0;
select text from qlogtab1 where contains(text, 'France',1)>0;
select text from qlogtab1 where contains(text, 'database',1)>0;
select text from qlogtab2 where contains(text, 'high-tech',1)>0;
select text from qlogtab1 where contains(text, 'database',1)>0;
select text from qlogtab1 where contains(text, 'France',1)>0;
select text from qlogtab1 where contains(text, 'Japan',1)>0;
select text from qlogtab1 where contains(text, 'Egypt',1)>0;
select text from qlogtab1 where contains(text, 'Argentina',1)>0;
select text from qlogtab1 where contains(text, 'Argentina',1)>0;
select text from qlogtab1 where contains(text, 'Argentina',1)>0;
select text from qlogtab1 where contains(text, 'Japan',1)>0;
select text from qlogtab1 where contains(text, 'Egypt',1)>0;
select text from qlogtab1 where contains(text, 'Air Shuttle',1)>0;
select text from qlogtab1 where contains(text, 'Argentina',1)>0;

With the querying over, turn query logging off:

exec ctx_output.end_query_log;

Use QUERY_LOG_SUMMARY to get query reports. In the first instance, you ask to see the three most frequent queries that return successfully. First declare the results table (the_queries).

set serveroutput on;
declare
   the_queries ctx_report.query_table;
begin
   ctx_report.query_log_summary('query.log', null, the_queries, 
                   row_num=>3, most_freq=>TRUE, has_hit=>TRUE);
   dbms_output.put_line('The 3 most frequent queries returning hits');
   dbms_output.put_line('number of times  query string');
   for i in 1..the_queries.count loop
     dbms_output.put_line(the_queries(i).times||'                '||the_queries(i).query);
   end loop;
end;
/

This returns the following:

TThe 3 most frequent queries returning hits
number of times  query string
3                France
2                China
1                Corn Palace


Next, look for the three most frequent queries on idx_qlog1 that were successful.

declare
   the_queries ctx_report.query_table;
begin
   ctx_report.query_log_summary('query.log', 'idx_qlog1', the_queries, 
                   row_num=>3, most_freq=>TRUE, has_hit=>TRUE);
   dbms_output.put_line('The 3 most frequent queries returning hits for index idx_qlog1');
   dbms_output.put_line('number of times  query string');
   for i in 1..the_queries.count loop
     dbms_output.put_line(the_queries(i).times||'                '||the_queries(i).query);
   end loop;
end;
/

Because only the queries for France were successful, ctx_report.query_log_summary returns the following:

The 3 most frequent queries returning hits for index idx_qlog1
number of times  query string
3                France

Lastly, ask to see the three least frequent queries that returned no hits (that is, queries that were unsuccessful and called infrequently). In this case, you are interested in queries on both context indexes, so you set the indexname parameter to NULL.

declare
   the_queries ctx_report.query_table;
begin
   ctx_report.query_log_summary('query.log', null, the_queries, row_num=>3, 
                   most_freq=>FALSE, has_hit=>FALSE); 
   dbms_output.put_line('The 3 least frequent queries returning no hit');
   dbms_output.put_line('number of times  query string');
   for i in 1..the_queries.count loop
     dbms_output.put_line(the_queries(i).times||'                '||the_queries(i).query);
   end loop;
end;
/

This returns the following:

The 3 least frequent queries returning no hit                               
number of times  query string                                              
1                high-tech                                                 
1                company                                                   
1                cheese                                                    


Argentina and Japan do not make this list, because they are queried more than once, while Corn Palace does not make this list because it is successfully queried.


TOKEN_INFO

Creates a report showing the information for a token, decoded. This procedure will fully scan the info for a token, so it may take a long time to run for really large tokens.

You can call this operation as a procedure with an IN OUT CLOB parameter or as a function that returns the report as a CLOB.

Syntax

procedure CTX_REPORT.TOKEN_INFO(
  index_name      IN VARCHAR2,
  report          IN OUT NOCOPY CLOB,
  token           IN VARCHAR2,
  token_type      IN NUMBER,
  part_name       IN VARCHAR2 DEFAULT NULL,
  raw_info        IN BOOLEAN  DEFAULT FALSE,
  decoded_info    IN BOOLEAN  DEFAULT TRUE,
  report_format   IN VARCHAR2 DEFAULT FMT_TEXT
);

function CTX_REPORT.TOKEN_INFO(
  index_name      IN VARCHAR2,
  token           IN VARCHAR2,
  token_type      IN NUMBER,
  part_name       IN VARCHAR2 DEFAULT NULL,
  raw_info        IN VARCHAR2 DEFAULT 'N',
  decoded_info    IN VARCHAR2 DEFAULT 'Y',
  report_format   IN VARCHAR2 DEFAULT FMT_TEXT
) return clob;
index_name

Specify the name of the index.

report

Specify the CLOB locator to which to write the report.

If report is NULL, a session-duration temporary CLOB will be created and returned. It is the caller's responsibility to free this temporary CLOB as needed.

The report CLOB will be truncated before report is generated, so any existing contents will be overwritten by this call token may be case-sensitive, depending on the passed-in token type.

token

Specify the token text.

token_type

Specify the token type. You can use a number returned by the TOKEN_TYPE function. THEME, ZONE, ATTR, PATH, and PATH ATTR tokens are case-sensitive.

Everything else gets passed through the lexer, so if the index's lexer is case-sensitive, the token input is case-sensitive.

part_name

Specify the name of the index partition.

If the index is a local partitioned index, then part_name must be provided. TOKEN_INFO will apply to just that index partition.

raw_info

Specify TRUE to include a hex dump of the index data. If raw_info is TRUE, the report will include a hex dump of the raw data in the token_info column.

decoded_info

Specify decode and include docid and offset data. If decoded_info is FALSE, CTX_REPORT will not attempt to decode the token information. This is useful when you just want a dump of data.

report_format

Specify whether the report should be generated as 'TEXT' or as 'XML'. TEXT is the default. You can also specify the values CTX_REPORT.FMT_TEXT or CTX_REPORT.FMT_XML.


TOKEN_TYPE

This is a helper function which translates an English name into a numeric token type. This is suitable for use with token_info, or any other CTX API which takes in a token_type.

function token_type(
  index_name in varchar2,
  type_name  in varchar2
) return number;

TOKEN_TYPE_TEXT      constant number := 0;
TOKEN_TYPE_THEME     constant number := 1;
TOKEN_TYPE_ZONE_SEC  constant number := 2;
TOKEN_TYPE_ORIG         constant number := 3,
TOKEN_TYPE_ATTR_TEXT constant number := 4;
TOKEN_TYPE_ATTR_SEC  constant number := 5;
TOKEN_TYPE_PREFIX    constant number := 6;
TOKEN_TYPE_PATH_SEC  constant number := 7;
TOKEN_TYPE_PATH_ATTR constant number := 8;
TOKEN_TYPE_STEM      constant number := 9;

index_name

Specify the name of the index.

type_name

Specify an English name for token_type. The following strings are legal input. All input is case-insensitive.

Input Meaning Type Returned
TEXT Normal text token. 0
THEME Theme token. 1
ZONE SEC Zone token. 2
ORIGINAL Original form token 3
ATTR TEXT Text that occurs in attribute. 4
ATTR SEC Attribute section. 5
PREFIX Prefix token. 6
PATH SEC Path section. 7
PATH ATTR Path attribute section. 8
STEM Stem form token. 9
FIELD <name> TEXT Text token in field section <name> 16-79
FIELD <name> PREFIX Prefix token in field section <name> 616-916
FIELD <name> STEM Stem token in field section <name> 916-979
TOKEN_TYPE_ATTR_TXT_PFIX Attribute text prefix. 604
TOKEN_TYPE_ATTR_TXT_STEM Attribute text stem. 904

For FIELD types, the index metadata needs to be read, so if you are going to be calling this a lot for such things, you might want to consider caching the values in local variables rather than calling token_type over and over again.

The constant types (0 - 9) also have constants in this package defined.

Notes

To get token types for MDATA tokens, do not use CTX_REPORT.TOKEN_TYPE; use the MDATA operator instead. (See "MDATA".) The syntax to use is 'MDATA fieldname'.

Example

      typenum := ctx_report.token_type('myindex', 'field author text');