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FAQ

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  • FAQ 38.44 KiB
    
                    Frequently Asked Questions (FAQ) for PostgreSQL
                                           
       Last updated: Tue Mar 15 17:38:18 EST 2005
       
       Current maintainer: Bruce Momjian (pgman@candle.pha.pa.us)
       
       The most recent version of this document can be viewed at
       http://www.postgresql.org/files/documentation/faqs/FAQ.html.
       
       Platform-specific questions are answered at
       http://www.postgresql.org/docs/faq/.
         _________________________________________________________________
       
                                 General Questions
                                          
       1.1) What is PostgreSQL? How is it pronounced?
       1.2) What is the copyright of PostgreSQL?
       1.3) What platforms does PostgreSQL support?
       1.4) Where can I get PostgreSQL?
       1.5) Where can I get support?
       1.6) How do I submit a bug report?
       1.7) What is the latest release?
       1.8) What documentation is available?
       1.9) How do I find out about known bugs or missing features?
       1.10) How can I learn SQL?
       1.11) How do I join the development team?
       1.12) How does PostgreSQL compare to other DBMSs?
       
                               User Client Questions
                                          
       2.1) What interfaces are available for PostgreSQL?
       2.2) What tools are available for using PostgreSQL with Web pages?
       2.3) Does PostgreSQL have a graphical user interface?
       
                              Administrative Questions
                                          
       3.1) How do I install PostgreSQL somewhere other than
       /usr/local/pgsql?
       3.2) How do I control connections from other hosts?
       3.3) How do I tune the database engine for better performance?
       3.4) What debugging features are available?
       3.5) Why do I get "Sorry, too many clients" when trying to connect?
       3.6) Why do I need to do a dump and restore to upgrade PostgreSQL
       releases?
       3.7) What computer hardware should I use?
       
                               Operational Questions
                                          
       4.1) How do I SELECT only the first few rows of a query? A random row?
       4.2) How do I find out what tables, indexes, databases, and users are
       defined? How do I see the queries used by psql to display them?
       4.3) How do you change a column's data type?
       4.4) What is the maximum size for a row, a table, and a database?
       4.5) How much database disk space is required to store data from a
       typical text file?
       4.6) Why are my queries slow? Why don't they use my indexes?
       4.7) How do I see how the query optimizer is evaluating my query?
       4.8) How do I perform regular expression searches and case-insensitive
       regular expression searches? How do I use an index for
       case-insensitive searches?
       4.9) In a query, how do I detect if a field is NULL? How can I sort on
       whether a field is NULL or not?
       4.10) What is the difference between the various character types?
       4.11.1) How do I create a serial/auto-incrementing field?
       4.11.2) How do I get the value of a SERIAL insert?
       4.11.3) Doesn't currval() lead to a race condition with other users?
       4.11.4) Why aren't my sequence numbers reused on transaction abort?
       Why are there gaps in the numbering of my sequence/SERIAL column?
       4.12) What is an OID? What is a TID?
       4.13) Why do I get the error "ERROR: Memory exhausted in
       AllocSetAlloc()"?
       4.14) How do I tell what PostgreSQL version I am running?
       4.15) Why does my large-object operations get "invalid large obj
       descriptor"?
       4.16) How do I create a column that will default to the current time?
       4.17) How do I perform an outer join?
       4.18) How do I perform queries using multiple databases?
       4.19) How do I return multiple rows or columns from a function?
       4.20) Why do I get "relation with OID ##### does not exist" errors
       when accessing temporary tables in PL/PgSQL functions?
       4.21) What encryption options are available?
       
                                Extending PostgreSQL
                                          
       5.1) I wrote a user-defined function. When I run it in psql, why does
       it dump core?
       5.2) How can I contribute some nifty new types and functions to
       PostgreSQL?
       5.3) How do I write a C function to return a tuple?
       5.4) I have changed a source file. Why does the recompile not see the
       change?
         _________________________________________________________________
       
                                 General Questions
                                          
        1.1) What is PostgreSQL? How is it pronounced?
        
       PostgreSQL is pronounced Post-Gres-Q-L, also called just Postgres.
       
       PostgreSQL is an object-relational database system that has the
       features of traditional commercial database systems with enhancements
       to be found in next-generation DBMS systems. PostgreSQL is free and
       the complete source code is available.
       
       PostgreSQL development is performed by a team of mostly volunteer
       developers spread throughout the world and communicating via the
       Internet. It is a community project and is not controlled by any
       company. To get involved, see the developer's FAQ at
       http://www.postgresql.org/files/documentation/faqs/FAQ_DEV.html
       
        1.2) What is the copyright of PostgreSQL?
        
       PostgreSQL is distributed under the classic BSD license. It has no
       restrictions on how the source code can be used. We like it and have
       no intention of changing it.
       
       This is the BSD license we use:
       
       PostgreSQL Data Base Management System
       
       Portions Copyright (c) 1996-2005, PostgreSQL Global Development Group
       Portions Copyright (c) 1994-1996 Regents of the University of
       California
       
       Permission to use, copy, modify, and distribute this software and its
       documentation for any purpose, without fee, and without a written
       agreement is hereby granted, provided that the above copyright notice
       and this paragraph and the following two paragraphs appear in all
       copies.
       
       IN NO EVENT SHALL THE UNIVERSITY OF CALIFORNIA BE LIABLE TO ANY PARTY
       FOR DIRECT, INDIRECT, SPECIAL, INCIDENTAL, OR CONSEQUENTIAL DAMAGES,
       INCLUDING LOST PROFITS, ARISING OUT OF THE USE OF THIS SOFTWARE AND
       ITS DOCUMENTATION, EVEN IF THE UNIVERSITY OF CALIFORNIA HAS BEEN
       ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
       
       THE UNIVERSITY OF CALIFORNIA SPECIFICALLY DISCLAIMS ANY WARRANTIES,
       INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF
       MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE. THE SOFTWARE
       PROVIDED HEREUNDER IS ON AN "AS IS" BASIS, AND THE UNIVERSITY OF
       CALIFORNIA HAS NO OBLIGATIONS TO PROVIDE MAINTENANCE, SUPPORT,
       UPDATES, ENHANCEMENTS, OR MODIFICATIONS.
       
        1.3) What platforms does PostgreSQL support?
        
       In general, any modern Unix-compatible platform should be able to run
       PostgreSQL. The platforms that had received explicit testing at the
       time of release are listed in the installation instructions.
       
       Starting with version 8.0, PostgreSQL now runs natively on Microsoft
       Windows NT-based operating systems like Win2000, WinXP, and Win2003. A
       prepackaged installer is available at
       http://pgfoundry.org/projects/pginstaller. MSDOS-based versions of
       Windows (Win95, Win98, WinMe) can run PostgreSQL using Cygwin.
       
       There is also a Novell Netware 6 port at http://forge.novell.com, and
       an OS/2 (eComStation) version at
       http://hobbes.nmsu.edu/cgi-bin/h-search?sh=1&button=Search&key=postgre
       SQL&stype=all&sort=type&dir=%2F.
       
        1.4) Where can I get PostgreSQL?
        
       The primary anonymous ftp site for PostgreSQL is
       ftp://ftp.PostgreSQL.org/pub/. For mirror sites, see our main web
       site.
       
        1.5) Where can I get support?
        
       The PostgreSQL community provides assistance to many of its users via
       email. The main web site to subscribe to the email lists is
       http://www.postgresql.org/community/lists/. The general or bugs lists
       are a good place to start.
       
       The major IRC channel is #postgresql on Freenode (irc.freenode.net).
       To connect you can use the Unix program irc -c '#postgresql' "$USER"
       irc.freenode.net or use any of the other popular IRC clients. A
       Spanish one also exists on the same network, (#postgresql-es), and a
       French one, (#postgresqlfr). There is also a PostgreSQL channel on
       EFNet.
       
       A list of commercial support companies is available at
       http://techdocs.postgresql.org/companies.php.
       
        1.6) How do I submit a bug report?
        
       Visit the PostgreSQL bug form at
       http://www.postgresql.org/support/submitbug.
       
       Also check out our ftp site ftp://ftp.PostgreSQL.org/pub/ to see if
       there is a more recent PostgreSQL version.
       
        1.7) What is the latest release?
        
       The latest release of PostgreSQL is version 8.0.1.
       
       We plan to have major releases every ten to twelve months.
       
        1.8) What documentation is available?
        
       PostgreSQL includes extensive documentation, including a large manual,
       manual pages, and some test examples. See the /doc directory. You can
       also browse the manuals online at http://www.PostgreSQL.org/docs.
       
       There are two PostgreSQL books available online at
       http://www.postgresql.org/docs/books/awbook.html and
       http://www.commandprompt.com/ppbook/. There is a list of PostgreSQL
       books available for purchase at
       http://techdocs.PostgreSQL.org/techdocs/bookreviews.php. There is also
       a collection of PostgreSQL technical articles at
       http://techdocs.PostgreSQL.org/.
       
       The command line client program psql has some \d commands to show
       information about types, operators, functions, aggregates, etc. - use
       \? to display the available commands.
       
       Our web site contains even more documentation.
       
        1.9) How do I find out about known bugs or missing features?
        
       PostgreSQL supports an extended subset of SQL-92. See our TODO list
       for known bugs, missing features, and future plans.
       
        1.10) How can I learn SQL?
        
       The PostgreSQL book at
       http://www.postgresql.org/docs/books/awbook.html teaches SQL. There is
       another PostgreSQL book at http://www.commandprompt.com/ppbook. There
       is a nice tutorial at
       http://www.intermedia.net/support/sql/sqltut.shtm, at
       http://ourworld.compuserve.com/homepages/graeme_birchall/HTM_COOK.HTM,
       and at http://sqlcourse.com.
       
       Another one is "Teach Yourself SQL in 21 Days, Second Edition" at
       http://members.tripod.com/er4ebus/sql/index.htm
       
       Many of our users like The Practical SQL Handbook, Bowman, Judith S.,
       et al., Addison-Wesley. Others like The Complete Reference SQL, Groff
       et al., McGraw-Hill.
       
        1.11) How do I join the development team?
        
       First, download the latest source and read the PostgreSQL Developers
       FAQ and documentation on our web site, or in the distribution. Second,
       subscribe to the pgsql-hackers and pgsql-patches mailing lists. Third,
       submit high quality patches to pgsql-patches.
       
       There are about a dozen people who have commit privileges to the
       PostgreSQL CVS archive. They each have submitted so many high-quality
       patches that it was impossible for the existing committers to keep up,
       and we had confidence that patches they committed were of high
       quality.
       
        1.12) How does PostgreSQL compare to other DBMSs?
        
       There are several ways of measuring software: features, performance,
       reliability, support, and price.
       
       Features
              PostgreSQL has most features present in large commercial DBMSs,
              like transactions, subselects, triggers, views, foreign key
              referential integrity, and sophisticated locking. We have some
              features they do not have, like user-defined types,
              inheritance, rules, and multi-version concurrency control to
              reduce lock contention.
              
       Performance
              PostgreSQL's performance is comparable to other commercial and
              open source databases. It is faster for some things, slower for
              others. In comparison to MySQL or leaner database systems, we
              are faster for multiple users, complex queries, and a
              read/write query load. MySQL is faster for simple SELECT
              queries done by a few users. Of course, MySQL does not have
              most of the features mentioned in the Features section above.
              We are built for reliability and features, and we continue to
              improve performance in every release.
              
       Reliability
              We realize that a DBMS must be reliable, or it is worthless. We
              strive to release well-tested, stable code that has a minimum
              of bugs. Each release has at least one month of beta testing,
              and our release history shows that we can provide stable, solid
              releases that are ready for production use. We believe we
              compare favorably to other database software in this area.
              
       Support
              Our mailing lists provide contact with a large group of
              developers and users to help resolve any problems encountered.
              While we cannot guarantee a fix, commercial DBMSs do not always
              supply a fix either. Direct access to developers, the user
              community, manuals, and the source code often make PostgreSQL
              support superior to other DBMSs. There is commercial
              per-incident support available for those who need it. (See FAQ
              section 1.5.)
              
       Price
              We are free for all use, both commercial and non-commercial.
              You can add our code to your product with no limitations,
              except those outlined in our BSD-style license stated above.
         _________________________________________________________________
       
                               User Client Questions
                                          
        2.1) What interfaces are available for PostgreSQL?
        
       The PostgreSQL install includes only the C and embedded C interfaces.
       All other interfaces are independent projects that are downloaded
       separately; being separate allows them to have their own release
       schedule and development teams.
       
       Some programming languages like PHP include an interface to
       PostgreSQL. Interfaces for languages like Perl, TCL, Python, and many
       others are available at http://gborg.postgresql.org in the
       Drivers/Interfaces section and via Internet search.
       
        2.2) What tools are available for using PostgreSQL with Web pages?
        
       A nice introduction to Database-backed Web pages can be seen at:
       http://www.webreview.com
       
       For Web integration, PHP (http://www.php.net) is an excellent
       interface.
       
       For complex cases, many use the Perl and DBD::Pg with CGI.pm or
       mod_perl.
       
        2.3) Does PostgreSQL have a graphical user interface?
        
       Yes, there are several graphical interfaces to PostgreSQL available.
       These include pgAdmin III (http://www.pgadmin.org, PgAccess
       http://www.pgaccess.org), RHDB Admin (http://sources.redhat.com/rhdb/
       ), TORA ( http://www.globecom.net/tora/, partly commercial), and
       Rekall ( http://www.rekallrevealed.org/). There is also PhpPgAdmin (
       http://phppgadmin.sourceforge.net/ ), a web-based interface to
       PostgreSQL.
       
       See http://techdocs.postgresql.org/guides/GUITools for a more detailed
       list.
         _________________________________________________________________
       
                              Administrative Questions
                                          
        3.1) How do I install PostgreSQL somewhere other than /usr/local/pgsql?
        
       Specify the --prefix option when running configure.
       
        3.2) How do I control connections from other hosts?
        
       By default, PostgreSQL only allows connections from the local machine
       using Unix domain sockets or TCP/IP connections. Other machines will
       not be able to connect unless you modify listen_addresses in the
       postgresql.conf file, enable host-based authentication by modifying
       the $PGDATA/pg_hba.conf file, and restart the server.
       
        3.3) How do I tune the database engine for better performance?
        
       There are three major areas for potential performance improvement:
       
       Query Changes
              This involves modifying queries to obtain better performance:
              
              + Creation of indexes, including expression and partial indexes
              + Use of COPY instead of multiple INSERTs
              + Grouping of multiple statements into a single transaction to
                reduce commit overhead
              + Use of CLUSTER when retrieving many rows from an index
              + Use of LIMIT for returning a subset of a query's output
              + Use of Prepared queries
              + Use of ANALYZE to maintain accurate optimizer statistics
              + Regular use of VACUUM or pg_autovacuum
              + Dropping of indexes during large data changes
                
       Server Configuration
              A number of postgresql.conf settings affect performance. For
              more details, see Administration Guide/Server Run-time
              Environment/Run-time Configuration for a full listing, and for
              commentary see
              http://www.varlena.com/varlena/GeneralBits/Tidbits/annotated_co
              nf_e.html and
              http://www.varlena.com/varlena/GeneralBits/Tidbits/perf.html.
              
       Hardware Selection
              The effect of hardware on performance is detailed in
              http://candle.pha.pa.us/main/writings/pgsql/hw_performance/inde
              x.html and http://www.powerpostgresql.com/PerfList/.
              
        3.4) What debugging features are available?
        
       There are many log_* server configuration variables that enable
       printing of query and process statistics which can be very useful for
       debugging and performance measurements.
       
       The following detailed debug instructions are to be used to provide
       more detailed information for server developers debugging a problem.
       
       It is also possible to debug the server if it isn't operating
       properly. First, by running configure with the --enable-cassert
       option, many assert()s monitor the progress of the backend and halt
       the program when something unexpected occurs.
       
       The postmaster has a -d option that allows even more detailed
       information to be reported. The -d option takes a number that
       specifies the debug level. Be warned that high debug level values
       generate large log files.
       
       If postmaster is not running, you can actually run the postgres
       backend from the command line, and type your SQL statement directly.
       This is recommended only for debugging purposes. Note that a newline
       terminates the query, not a semicolon. If you have compiled with
       debugging symbols, you can use a debugger to see what is happening.
       Because the backend was not started from postmaster, it is not running
       in an identical environment and locking/backend interaction problems
       may not be duplicated.
       
       If postmaster is running, start psql in one window, then find the PID
       of the postgres process used by psql using SELECT pg_backend_pid().
       Use a debugger to attach to the postgres PID. You can set breakpoints
       in the debugger and issue queries from psql. If you are debugging
       postgres startup, you can set PGOPTIONS="-W n", then start psql. This
       will cause startup to delay for n seconds so you can attach to the
       process with the debugger, set any breakpoints, and continue through
       the startup sequence.
       
       You can also compile with profiling to see what functions are taking
       execution time. The backend profile files will be deposited in the
       pgsql/data/base/dbname directory. The client profile file will be put
       in the client's current directory. Linux requires a compile with
       -DLINUX_PROFILE for proper profiling.
       
        3.5) Why do I get "Sorry, too many clients" when trying to connect?
        
       You have reached the default limit is 100 database sessions. You need
       to increase the postmaster's limit on how many concurrent backend
       processes it can start by changing the max_connections value in
       postgresql.conf and restarting the postmaster.
       
        3.6) Why do I need to do a dump and restore to upgrade between major
        PostgreSQL releases?
        
       The PostgreSQL team makes only small changes between minor releases,
       so upgrading from 7.4 to 7.4.1 does not require a dump and restore.
       However, major releases (e.g. from 7.3 to 7.4) often change the
       internal format of system tables and data files. These changes are
       often complex, so we don't maintain backward compatibility for data
       files. A dump outputs data in a generic format that can then be loaded
       in using the new internal format.
       
        3.7) What computer hardware should I use?
        
       Because PC hardware is mostly compatible, people tend to believe that
       all PC hardware is of equal quality. It is not. ECC RAM, SCSI, and
       quality motherboards are more reliable and have better performance
       than less expensive hardware. PostgreSQL will run on almost any
       hardware, but if reliability and performance are important it is wise
       to research your hardware options thoroughly. Our email lists can be
       used to discuss hardware options and tradeoffs.
         _________________________________________________________________
       
                               Operational Questions
                                          
        4.1) How do I SELECT only the first few rows of a query? A random row?
        
       To retrieve only a few rows, if you know at the number of rows needed
       at the time of the SELECT use LIMIT . If an index matches the ORDER BY
       it is possible the entire query does not have to be executed. If you
       don't know the number of rows at SELECT time, use a cursor and FETCH.
       
       To SELECT a random row, use:
        SELECT col
        FROM tab
        ORDER BY random()
        LIMIT 1;
    
        4.2) How do I find out what tables, indexes, databases, and users are
        defined? How do I see the queries used by psql to display them?
        
       Use the \dt command to see tables in psql. For a complete list of
       commands inside psql you can use \?. Alternatively you can read the
       source code for psql in file pgsql/src/bin/psql/describe.c, it
       contains SQL commands that generate the output for psql's backslash
       commands. You can also start psql with the -E option so it will print
       out the queries it uses to execute the commands you give. PostgreSQL
       also provides an SQL compliant INFORMATION SCHEMA interface you can
       query to get information about the database.
       
       There are also system tables beginning with pg_ that describe these
       too.
       
       Use psql -l will list all databases.
       
       Also try the file pgsql/src/tutorial/syscat.source. It illustrates
       many of the SELECTs needed to get information from the database system
       tables.
       
        4.3) How do you change a column's data type?
        
       Changing the data type of a column can be done easily in 8.0 and later
       with ALTER TABLE ALTER COLUMN TYPE.
       
       In earlier releases, do this:
        BEGIN;
        ALTER TABLE tab ADD COLUMN new_col new_data_type;
        UPDATE tab SET new_col = CAST(old_col AS new_data_type);
        ALTER TABLE tab DROP COLUMN old_col;
        COMMIT;
    
       You might then want to do VACUUM FULL tab to reclaim the disk space
       used by the expired rows.
       
        4.4) What is the maximum size for a row, a table, and a database?
        
       These are the limits:
       
       Maximum size for a database? unlimited (32 TB databases exist)
       Maximum size for a table? 32 TB
       Maximum size for a row? 1.6TB
       Maximum size for a field? 1 GB
       Maximum number of rows in a table? unlimited
       Maximum number of columns in a table? 250-1600 depending on column
       types
       Maximum number of indexes on a table? unlimited
       
       Of course, these are not actually unlimited, but limited to available
       disk space and memory/swap space. Performance may suffer when these
       values get unusually large.
       
       The maximum table size of 32 TB does not require large file support
       from the operating system. Large tables are stored as multiple 1 GB
       files so file system size limits are not important.
       
       The maximum table size and maximum number of columns can be quadrupled
       by increasing the default block size to 32k.
       
        4.5) How much database disk space is required to store data from a typical
        text file?
        
       A PostgreSQL database may require up to five times the disk space to
       store data from a text file.
       
       As an example, consider a file of 100,000 lines with an integer and
       text description on each line. Suppose the text string avergages
       twenty bytes in length. The flat file would be 2.8 MB. The size of the
       PostgreSQL database file containing this data can be estimated as 6.4
       MB:
        32 bytes: each row header (approximate)
        24 bytes: one int field and one text field
       + 4 bytes: pointer on page to tuple
       ----------------------------------------
        60 bytes per row
    
       The data page size in PostgreSQL is 8192 bytes (8 KB), so:
    
       8192 bytes per page
       -------------------   =  136 rows per database page (rounded down)
         60 bytes per row
    
       100000 data rows
       --------------------  =  735 database pages (rounded up)
          128 rows per page
    
    735 database pages * 8192 bytes per page  =  6,021,120 bytes (6 MB)
    
       Indexes do not require as much overhead, but do contain the data that
       is being indexed, so they can be large also.
       
       NULLs are stored as bitmaps, so they use very little space.
       
        4.6) Why are my queries slow? Why don't they use my indexes?
        
       Indexes are not automatically used by every query. Indexes are only
       used if the table is larger than a minimum size, and the query selects
       only a small percentage of the rows in the table. This is because the
       random disk access caused by an index scan can be slower than a
       straight read through the table, or sequential scan.
       
       To determine if an index should be used, PostgreSQL must have
       statistics about the table. These statistics are collected using
       VACUUM ANALYZE, or simply ANALYZE. Using statistics, the optimizer
       knows how many rows are in the table, and can better determine if
       indexes should be used. Statistics are also valuable in determining
       optimal join order and join methods. Statistics collection should be
       performed periodically as the contents of the table change.
       
       Indexes are normally not used for ORDER BY or to perform joins. A
       sequential scan followed by an explicit sort is usually faster than an
       index scan of a large table.
       However, LIMIT combined with ORDER BY often will use an index because
       only a small portion of the table is returned. In fact, though MAX()
       and MIN() don't use indexes, it is possible to retrieve such values
       using an index with ORDER BY and LIMIT:
        SELECT col
        FROM tab
        ORDER BY col [ DESC ]
        LIMIT 1;
    
       If you believe the optimizer is incorrect in choosing a sequential
       scan, use SET enable_seqscan TO 'off' and run tests to see if an index
       scan is indeed faster.
       
       When using wild-card operators such as LIKE or ~, indexes can only be
       used in certain circumstances:
         * The beginning of the search string must be anchored to the start
           of the string, i.e.
              + LIKE patterns must not start with %.
              + ~ (regular expression) patterns must start with ^.
         * The search string can not start with a character class, e.g.
           [a-e].
         * Case-insensitive searches such as ILIKE and ~* do not utilize
           indexes. Instead, use expression indexes, which are described in
           section 4.8.
         * The default C locale must be used during initdb because it is not
           possible to know the next-greatest character in a non-C locale.
           You can create a special text_pattern_ops index for such cases
           that work only for LIKE indexing.
           
       In pre-8.0 releases, indexes often can not be used unless the data
       types exactly match the index's column types. This was particularly
       true of int2, int8, and numeric column indexes.
       
        4.7) How do I see how the query optimizer is evaluating my query?
        
       See the EXPLAIN manual page.
       
        4.8) How do I perform regular expression searches and case-insensitive
        regular expression searches? How do I use an index for case-insensitive
        searches?
        
       The ~ operator does regular expression matching, and ~* does
       case-insensitive regular expression matching. The case-insensitive
       variant of LIKE is called ILIKE.
       
       Case-insensitive equality comparisons are normally expressed as:
        SELECT *
        FROM tab
        WHERE lower(col) = 'abc';
    
       This will not use an standard index. However, if you create a
       expresssion index, it will be used:
        CREATE INDEX tabindex ON tab (lower(col));
    
        4.9) In a query, how do I detect if a field is NULL? How can I sort on
        whether a field is NULL or not?
        
       You test the column with IS NULL and IS NOT NULL.
       SELECT *
       FROM tab
       WHERE col IS NULL;
    
       To sort by the NULL status, use the IS NULL and IS NOT NULL modifiers
       in your WHERE clause. Things that are true will sort higher than
       things that are false, so the following will put NULL entries at the
       top of the resulting list:
       SELECT *
       FROM tab
       ORDER BY (col IS NOT NULL)
    
        4.10) What is the difference between the various character types?
        
            Type    Internal Name                    Notes
         VARCHAR(n) varchar       size specifies maximum length, no padding
         CHAR(n)    bpchar        blank padded to the specified fixed length
         TEXT       text          no specific upper limit on length
         BYTEA      bytea         variable-length byte array (null-byte safe)
         "char"     char          one character
       
       You will see the internal name when examining system catalogs and in
       some error messages.
       
       The first four types above are "varlena" types (i.e., the first four
       bytes on disk are the length, followed by the data). Thus the actual
       space used is slightly greater than the declared size. However, these
       data types are also subject to compression or being stored out-of-line
       by TOAST, so the space on disk might also be less than expected.
       VARCHAR(n) is best when storing variable-length strings and it limits
       how long a string can be. TEXT is for strings of unlimited length,
       with a maximum of one gigabyte.
       
       CHAR(n) is for storing strings that are all the same length. CHAR(n)
       pads with blanks to the specified length, while VARCHAR(n) only stores
       the characters supplied. BYTEA is for storing binary data,
       particularly values that include NULL bytes. All the types described
       here have similar performance characteristics.
       
        4.11.1) How do I create a serial/auto-incrementing field?
        
       PostgreSQL supports a SERIAL data type. It auto-creates a sequence.
       For example, this:
        CREATE TABLE person (
            id   SERIAL,
            name TEXT
        );
    
       is automatically translated into this:
        CREATE SEQUENCE person_id_seq;
        CREATE TABLE person (
            id   INT4 NOT NULL DEFAULT nextval('person_id_seq'),
            name TEXT
        );
    
       See the create_sequence manual page for more information about
       sequences.
       
        4.11.2) How do I get the value of a SERIAL insert?
        
       One approach is to retrieve the next SERIAL value from the sequence
       object with the nextval() function before inserting and then insert it
       explicitly. Using the example table in 4.11.1, an example in a
       pseudo-language would look like this:
        new_id = execute("SELECT nextval('person_id_seq')");
        execute("INSERT INTO person (id, name) VALUES (new_id, 'Blaise Pascal')");
    
       You would then also have the new value stored in new_id for use in
       other queries (e.g., as a foreign key to the person table). Note that
       the name of the automatically created SEQUENCE object will be named
       <table>_<serialcolumn>_seq, where table and serialcolumn are the names
       of your table and your SERIAL column, respectively.
       
       Alternatively, you could retrieve the assigned SERIAL value with the
       currval() function after it was inserted by default, e.g.,
        execute("INSERT INTO person (name) VALUES ('Blaise Pascal')");
        new_id = execute("SELECT currval('person_id_seq')");
    
        4.11.3) Doesn't currval() lead to a race condition with other users?
        
       No. currval() returns the current value assigned by your session, not
       by all sessions.
       
        4.11.4) Why aren't my sequence numbers reused on transaction abort? Why are
        there gaps in the numbering of my sequence/SERIAL column?
        
       To improve concurrency, sequence values are given out to running
       transactions as needed and are not locked until the transaction
       completes. This causes gaps in numbering from aborted transactions.
       
        4.12) What is an OID? What is a TID?
        
       Every row that is created in PostgreSQL gets a unique OID unless
       created WITHOUT OIDS. OIDs are autotomatically assigned unique 4-byte
       integers that are unique across the entire installation. However, they
       overflow at 4 billion, and then the OIDs start being duplicated.
       PostgreSQL uses OIDs to link its internal system tables together.
       
       To uniquely number columns in user tables, it is best to use SERIAL
       rather than OIDs because SERIAL sequences are unique only within a
       single table. and are therefore less likely to overflow. SERIAL8 is
       available for storing eight-byte sequence values.
       
       TIDs are used to identify specific physical rows with block and offset
       values. TIDs change after rows are modified or reloaded. They are used
       by index entries to point to physical rows.
       
        4.13) Why do I get the error "ERROR: Memory exhausted in AllocSetAlloc()"?
        
       You probably have run out of virtual memory on your system, or your
       kernel has a low limit for certain resources. Try this before starting
       postmaster:
        ulimit -d 262144
        limit datasize 256m
    
       Depending on your shell, only one of these may succeed, but it will
       set your process data segment limit much higher and perhaps allow the
       query to complete. This command applies to the current process, and
       all subprocesses created after the command is run. If you are having a
       problem with the SQL client because the backend is returning too much
       data, try it before starting the client.
       
        4.14) How do I tell what PostgreSQL version I am running?
        
       From psql, type SELECT version();
       
        4.15) Why does my large-object operations get "invalid large obj
        descriptor"?
        
       You need to put BEGIN WORK and COMMIT around any use of a large object
       handle, that is, surrounding lo_open ... lo_close.
       
       Currently PostgreSQL enforces the rule by closing large object handles
       at transaction commit. So the first attempt to do anything with the
       handle will draw invalid large obj descriptor. So code that used to
       work (at least most of the time) will now generate that error message
       if you fail to use a transaction.
       
       If you are using a client interface like ODBC you may need to set
       auto-commit off.
       
        4.16) How do I create a column that will default to the current time?
        
       Use CURRENT_TIMESTAMP:
        CREATE TABLE test (x int, modtime TIMESTAMP DEFAULT CURRENT_TIMESTAMP );
    
        4.17) How do I perform an outer join?
        
       PostgreSQL supports outer joins using the SQL standard syntax. Here
       are two examples:
        SELECT *
        FROM t1 LEFT OUTER JOIN t2 ON (t1.col = t2.col);
    
       or
        SELECT *
        FROM t1 LEFT OUTER JOIN t2 USING (col);
    
       These identical queries join t1.col to t2.col, and also return any
       unjoined rows in t1 (those with no match in t2). A RIGHT join would
       add unjoined rows of t2. A FULL join would return the matched rows
       plus all unjoined rows from t1 and t2. The word OUTER is optional and
       is assumed in LEFT, RIGHT, and FULL joins. Ordinary joins are called
       INNER joins.
       
        4.18) How do I perform queries using multiple databases?
        
       There is no way to query a database other than the current one.
       Because PostgreSQL loads database-specific system catalogs, it is
       uncertain how a cross-database query should even behave.
       
       contrib/dblink allows cross-database queries using function calls. Of
       course, a client can also make simultaneous connections to different
       databases and merge the results on the client side.
       
        4.19) How do I return multiple rows or columns from a function?
        
       It is easy using set-returning functions,
       http://techdocs.postgresql.org/guides/SetReturningFunctions
       .
       
        4.20) Why do I get "relation with OID ##### does not exist" errors when
        accessing temporary tables in PL/PgSQL functions?
        
       PL/PgSQL caches function scripts, and an unfortunate side effect is
       that if a PL/PgSQL function accesses a temporary table, and that table
       is later dropped and recreated, and the function called again, the
       function will fail because the cached function contents still point to
       the old temporary table. The solution is to use EXECUTE for temporary
       table access in PL/PgSQL. This will cause the query to be reparsed
       every time.
       
        4.21) What encryption options are available?
        
         * contrib/pgcrypto contains many encryption functions for use in SQL
           queries.
         * To encrypt transmission from the client to the server, the server
           must have the ssl option set to true in postgresql.conf, and an
           applicable host or hostssl record must exist in pg_hba.conf, and
           the client sslmode must not be disable. (Note that it is also
           possible to use a third-party encrypted transport, such as stunnel
           or ssh, rather than PostgreSQL's native SSL connections.)
         * Database user passwords are automatically encrypted when stored in
           the system tables.
         * The server can run using an encrypted file system.
         _________________________________________________________________
       
                                Extending PostgreSQL
                                          
        5.1) I wrote a user-defined function. When I run it in psql, why does it
        dump core?
        
       The problem could be a number of things. Try testing your user-defined
       function in a stand-alone test program first.
       
        5.2) How can I contribute some nifty new types and functions to PostgreSQL?
        
       Send your extensions to the pgsql-hackers mailing list, and they will
       eventually end up in the contrib/ subdirectory.
       
        5.3) How do I write a C function to return a tuple?
        
       In versions of PostgreSQL beginning with 7.3, table-returning
       functions are fully supported in C, PL/PgSQL, and SQL. See the
       Programmer's Guide for more information. An example of a
       table-returning function defined in C can be found in
       contrib/tablefunc.
       
        5.4) I have changed a source file. Why does the recompile not see the
        change?
        
       The Makefiles do not have the proper dependencies for include files.
       You have to do a make clean and then another make. If you are using
       GCC you can use the --enable-depend option of configure to have the
       compiler compute the dependencies automatically.