postgresql/doc/TODO
Bruce Momjian ab6295f204 Add:
> * Ignore temporary tables from other session when processing inheritance
2003-11-12 04:10:43 +00:00

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TODO list for PostgreSQL
========================
Last updated: Tue Nov 11 23:10:40 EST 2003
Current maintainer: Bruce Momjian (pgman@candle.pha.pa.us)
The most recent version of this document can be viewed at
the PostgreSQL web site, http://www.PostgreSQL.org.
A dash (-) marks changes that will appear in the upcoming 7.4 release.
Bracketed items "[]" have more detailed.
Urgent
======
* Add replication of distributed databases [replication]
o Automatic failover
o Load balancing
o Master/slave replication
o Multi-master replication
o Partition data across servers
o Queries across databases or servers (two-phase commit)
o Allow replication over unreliable or non-persistent links
o http://gborg.postgresql.org/project/pgreplication/projdisplay.php
* Point-in-time data recovery using backup and write-ahead log
* Create native Win32 port, http://momjian.postgresql.org/main/writings/pgsql/win32.html
Reporting
=========
* -Allow elog() to return error codes, module name, file name, line
number, not just messages (Tom)
* -Add error codes (Tom)
* -Make error messages more consistent
* Show location of syntax error in query [yacc]
* -Add GUC log_statement_and_duration to print statement and >= min duration
Administration
==============
* Incremental backups
* Remove unreferenced table files and temp tables during database vacuum
or postmaster startup (Bruce)
* Remove behavior of postmaster -o after making postmaster/postgres
flags unique
* -Allow easy display of usernames in a group
* Allow configuration files to be specified in a different directory
* -Add start time to pg_stat_activity
* Allow limits on per-db/user connections
* -Have standalone backend read postgresql.conf (Tom)
* Add group object ownership, so groups can rename/drop/grant on objects,
so we can implement roles
* Add the concept of dataspaces/tablespaces [tablespaces]
* -Allow CIDR format to be used in pg_hba.conf
* Allow logging of only data definition(DDL), or DDL and modification statements
* Allow log lines to include session-level information, like database and user
* Allow server log information to be output as INSERT statements
* Prevent default re-use of sysids for dropped users and groups
* Prevent dropping user that still owns objects, or auto-drop the objects
* Allow pooled connections to query prepared queries
* Allow pooled connections to close all open WITH HOLD cursors
* Allow major upgrades without dump/reload, perhaps using pg_upgrade
* Have SHOW ALL and pg_settings show descriptions for server-side variables(Joe)
Data Types
==========
* -Add IPv6 capability to INET/CIDR types
* Remove Money type, add money formatting for decimal type
* Change factorial to return a numeric
* -Change NUMERIC data type to use base 10,000 internally
* Change NUMERIC to enforce the maximum precision, and increase it
* Add function to return compressed length of TOAST data values (Tom)
* Allow INET subnet tests using non-constants to be indexed
* Add transaction_timestamp(), statement_timestamp(), clock_timestamp() functionality
* -Add GUC variables to control floating number output digits (Pedro Ferreira)
* Have sequence dependency track use of DEFAULT sequences, seqname.nextval
* Disallow changing default expression of a SERIAL column
* Allow infinite dates just like infinite timestamps
* Allow pg_dump to dump sequences using NO_MAXVALUE and NO_MINVALUE
* Allow better handling of numeric constants, type conversion [typeconv]
* Allow backend to output result sets in XML
* Prevent whole-row references from leaking memory, e.g. SELECT COUNT(tab.*)
* -Allow current datestyle to restrict dates; prevent month/day swapping
from making invalid dates valid
* -Prevent month/day swapping of ISO dates to make invalid dates valid
* Have initdb set DateStyle based on locale?
* Add pg_get_acldef(), pg_get_typedefault(), and pg_get_attrdef()
* Add ALTER DOMAIN, AGGREGATE, CONVERSION, SEQUENCE ... OWNER TO
* Allow to_char to print localized month names (Karel)
* Allow functions to have a search path specified at creation time
* ARRAYS
o Allow nulls in arrays
o -Allow arrays to be ORDER'ed
o Allow MIN()/MAX() on arrays
o -Support construction of array result values in expressions (Joe)
o Delay resolution of array expression type so assignment coercion
can be performed on empty array expressions (Joe)
* BINARY DATA
o Improve vacuum of large objects, like /contrib/vacuumlo
o Add security checking for large objects
o Make file in/out interface for TOAST columns, similar to large object
interface (force out-of-line storage and no compression)
o Auto-delete large objects when referencing row is deleted
Multi-Language Support
======================
* Add NCHAR (as distinguished from ordinary varchar),
* Allow LOCALE on a per-column basis, default to ASCII
* Support multiple simultaneous character sets, per SQL92
* Improve Unicode combined character handling
* Optimize locale to have minimal performance impact when not used (Peter E)
* Add octet_length_server() and octet_length_client() (Thomas, Tatsuo)
* Make octet_length_client the same as octet_length() (?)
* Prevent mismatch of frontend/backend encodings from converting bytea
data from being interpreted as encoded strings
* -Remove Cyrillic recode support
* Fix upper()/lower() to work for multibyte encodings
Views / Rules
=============
* Automatically create rules on views so they are updateable, per SQL92 [view]
* Add the functionality for WITH CHECK OPTION clause of CREATE VIEW
* Allow NOTIFY in rules involving conditionals
* Have views on temporary tables exist in the temporary namespace
* Move psql backslash information into views
* Allow RULE recompilation
Indexes
=======
* -Allow CREATE INDEX zman_index ON test (date_trunc( 'day', zman ) datetime_ops)
fails index can't store constant parameters
* Order duplicate index entries by tid for faster heap lookups
* Allow inherited tables to inherit index, UNIQUE constraint, and primary
key, foreign key [inheritance]
* UNIQUE INDEX on base column not honored on inserts from inherited table
INSERT INTO inherit_table (unique_index_col) VALUES (dup) should fail
[inheritance]
* Add UNIQUE capability to non-btree indexes
* -Add btree index support for reltime, tinterval, regproc (Tom)
* Add rtree index support for line, lseg, path, point
* -Certain indexes will not shrink, e.g. indexes on ever-increasing
columns and indexes with many duplicate keys
* Use indexes for min() and max() or convert to SELECT col FROM tab ORDER
BY col DESC LIMIT 1 if appropriate index exists and WHERE clause acceptible
* -Allow LIKE indexing optimization for non-ASCII locales using special index
* Use index to restrict rows returned by multi-key index when used with
non-consecutive keys or OR clauses, so fewer heap accesses
* Be smarter about insertion of already-ordered data into btree index
* Prevent index uniqueness checks when UPDATE does not modify the column
* Use bitmaps to fetch heap pages in sequential order [performance]
* Use bitmaps to combine existing indexes [performance]
* Allow use of indexes to search for NULLs
* Allow SELECT * FROM tab WHERE int2col = 4 to use int2col index, int8,
float4, numeric/decimal too [optimizer]
* Add FILLFACTOR to btree index creation
* Add concurrency to GIST
* -Improve concurrency of hash indexes (Tom)
* Allow a single index to index multiple tables (for inheritance and subtables)
Commands
========
* Add BETWEEN ASYMMETRIC/SYMMETRIC (Christopher)
* -Allow LIMIT/OFFSET to use expressions (Tom)
* Change LIMIT/OFFSET to use int8
* CREATE TABLE AS can not determine column lengths from expressions [atttypmod]
* Allow UPDATE to handle complex aggregates [update]
* Allow command blocks to ignore certain types of errors
* Allow backslash handling in quoted strings to be disabled for portability
* -Return proper effected tuple count from complex commands [return]
* Allow UPDATE, DELETE to handle table aliases for self-joins [delete]
* Add CORRESPONDING BY to UNION/INTERSECT/EXCEPT
* Allow REINDEX to rebuild all indexes, remove /contrib/reindex
* -Make a transaction-safe TRUNCATE (Rod)
* Add ROLLUP, CUBE, GROUPING SETS options to GROUP BY
* Add schema option to createlang
* Allow savepoints / nested transactions [transactions] (Bruce)
* Allow UPDATE tab SET ROW (col, ...) = (...) for updating multiple columns
* -Allow UPDATE to use SET col = DEFAULT
* -Add config variable to prevent auto-adding missing FROM-clause tables
* Allow SET CONSTRAINTS to be qualified by schema/table
* -Have SELECT '13 minutes'::interval display zero seconds in ISO datestyle
* Prevent COMMENT ON DATABASE from using a database name
* Add GUC variable to prevent waiting on locks
* Allow TRUNCATE ... CASCADE/RESTRICT
* Allow PREPARE of cursors
* Allow LISTEN/NOTIFY to store info in memory rather than tables
* COMMENT ON [ CAST | CONVERSION | OPERATOR CLASS | LARGE OBJECT | LANGUAGE ]
(Christopher)
* Add optional textual message to NOTIFY
* Allow more ISOLATION LEVELS to be accepted, but issue a warning for them
* Allow CREATE TABLE foo (f1 INT CHECK (f1 > 0) CHECK (f1 < 10)) to work
by searching for non-conflicting constraint names, and prefix with table name
* Use more reliable method for CREATE DATABASE to get a consistent copy of db
* Have psql \dn show only visible schemas using current_schemas()
* Have psql '\i ~/<tab><tab>' actually load files it displays from home dir
* Ignore temporary tables from other session when processing inheritance
* ALTER
o ALTER TABLE ADD COLUMN does not honor DEFAULT and non-CHECK CONSTRAINT
o ALTER TABLE ADD COLUMN column DEFAULT should fill existing
rows with DEFAULT value
o ALTER TABLE ADD COLUMN column SERIAL doesn't create sequence because
of the item above
o --Add ALTER TABLE tab SET WITHOUT OIDS (Rod)
o -Add ALTER SEQUENCE to modify min/max/increment/cache/cycle values
o Have ALTER TABLE rename SERIAL sequences
o Allow columns to be reordered using ALTER ... POSITION i col1 [,col2];
have SELECT * and INSERT honor such ordering
o Allow ALTER TABLE to modify column lengths and change to binary
compatible types
o Add ALTER DATABASE ... OWNER TO newowner
o Allow ALTER TABLE ... ALTER CONSTRAINT ... RENAME
o Allow ALTER TABLE to change constraint deferrability and actions
* CLUSTER
o Automatically maintain clustering on a table
o -Allow CLUSTER to cluster all tables (Alvaro Herrera)
* COPY
o Allow dump/load of CSV format
o Allow COPY to report error lines and continue; optionally
allow error codes to be specified; requires savepoints or can
not be run in a multi-statement transaction
o Allow COPY to understand \x as hex
o Have COPY return number of rows loaded/unloaded
* CURSOR
o -MOVE 0 should not move to end of cursor (Bruce)
o Allow UPDATE/DELETE WHERE CURRENT OF cursor using per-cursor tid
stored in the backend (Gavin)
o Prevent DROP of table being referenced by our own open cursor
o -Allow cursors outside transactions
* INSERT
o Allow INSERT/UPDATE of system-generated oid value for a row
o Allow INSERT INTO tab (col1, ..) VALUES (val1, ..), (val2, ..)
o Allow INSERT/UPDATE ... RETURNING new.col or old.col; handle
RULE cases (Philip)
* SHOW/SET
o Add SET PERFORMANCE_TIPS option to suggest INDEX, VACUUM, VACUUM
ANALYZE, and CLUSTER
o Add SET PATH for schemas
o -Allow EXPLAIN EXECUTE to see prepared plans
o -Allow SHOW of some non-modifiable variables, like pg_controldata
* SERVER-SIDE LANGUAGES
o Allow PL/PgSQL's RAISE function to take expressions
o Change PL/PgSQL to use palloc() instead of malloc()
o Allow Java server-side programming, http://pljava.sourceforge.net
[java]
o Fix problems with complex temporary table creation/destruction
without using PL/PgSQL EXECUTE, needs cache prevention/invalidation
o Fix PL/pgSQL RENAME to work on variables other than OLD/NEW
o Improve PL/PgSQL exception handling
o Allow parameters to be specified by name and type during definition
o Allow function parameters to be passed by name,
get_employee_salary(emp_id => 12345, tax_year => 2001)
o Add PL/PgSQL packages
o -Allow array declarations and other data types in PL/PgSQL DECLARE
o Add table function support to pltcl, plperl, plpython
o -Make PL/PgSQL %TYPE schema-aware
o -Allow PL/PgSQL to support array element assignment (Joe)
o Add PL/PHP (Joe, Jan)
o Allow PL/pgSQL to name columns by ordinal position, e.g. rec.(3)
o Allow PL/pgSQL EXECUTE query_var INTO record_var;
o Add capability to create and call PROCEDURES
o Allow PL/pgSQL to handle %TYPE arrays, e.g. tab.col%TYPE[]
Clients
=======
* -Allow psql to show transaction status if backend protocol changes made
* -Add schema, cast, and conversion backslash commands to psql (Christopher)
* -Allow pg_dump to dump a specific schema (Neil Conway)
* -Allow psql to do table completion for SELECT * FROM schema_part and
table completion for SELECT * FROM schema_name.
* Add XML capability to pg_dump and COPY, when backend XML capability
* -Allow SSL-enabled clients to turn off SSL transfers
* -Modify pg_get_triggerdef() to take a boolean to pretty-print,
and use that as part of pg_dump along with psql
* Allow psql \du to show groups, and add \dg for groups
* Allow clients to query WITH HOLD cursors and prepared statements
* Prevent unneeded quoting in psql \d output using fmtId()
* Add a libpq function to support Parse/DescribeStatement capability
* Prevent libpq's PQfnumber() from lowercasing the column name
* Allow pg_dump to dump CREATE CONVERSION (Christopher)
* Allow fastpast to pass values in portable format
* JDBC
o Comprehensive test suite. This may be available already.
o JDBC-standard BLOB support
o Error Codes (pending backend implementation)
o Support both 'make' and 'ant'
o Fix LargeObject API to handle OIDs as unsigned ints
o Use cursors implicitly to avoid large results (see setCursorName())
o Add LISTEN/NOTIFY support to the JDBC driver (Barry)
* ECPG
o Docs
o Implement set descriptor, using descriptor
o Solve cardinality > 1 for input descriptors / variables
o Improve error handling
o Add a semantic check level, e.g. check if a table really exists
o -Add SQLSTATE
o fix handling of DB attributes that are arrays
o Use backend prepare/execute facility for ecpg where possible
o -Make casts work in variable initializations
o Implement SQLDA
o Fix nested C comments
o sqlwarn[6] should be 'W' if the PRECISION or SCALE value specified
o -Allow multi-threaded use of SQLCA
o -Understand structure definitions outside a declare section
o -Allow :var[:index] or :var[<integer>] as cvariable for an array var
* Python
o Allow users to register their own types with pg_
o Allow SELECT to return a dictionary of dictionaries
o Allow COPY BINARY FROM
Referential Integrity
=====================
* Add MATCH PARTIAL referential integrity [foreign]
* Add deferred trigger queue file (Jan)
* Implement dirty reads or shared row locks and use them in RI triggers
* Enforce referential integrity for system tables
* Change foreign key constraint for array -> element to mean element
in array
* Allow DEFERRABLE UNIQUE constraints
* Allow triggers to be disabled [trigger]
* With disabled triggers, allow pg_dump to use ALTER TABLE ADD FOREIGN KEY
* -Support statement-level triggers (Neil)
* Allow statement-level triggers to access modified rows
* Support triggers on columns (Neil)
* Have AFTER triggers execute after the appropriate SQL statement in a
function, not at the end of the function
* Print table names with constraint names in error messages, or make constraint
names unique within a schema
* Issue NOTICE if foreign key data type doesn't match primary key
* Remove CREATE CONSTRAINT TRIGGER
Dependency Checking
===================
* Flush cached query plans when their underlying catalog data changes
* Use dependency information to dump data in proper order
* Have pg_dump -c clear the database using dependency information
Exotic Features
===============
* Add SQL99 WITH clause to SELECT (Tom, Fernando)
* Add SQL99 WITH RECURSIVE to SELECT (Tom, Fernando)
* Allow queries across multiple databases [crossdb]
* Add pre-parsing phase that converts non-ANSI features to supported features
* Allow plug-in modules to emulate features from other databases
* SQL*Net listener that makes PostgreSQL appear as an Oracle database
to clients
* Add two-phase commit to all distributed transactions with
offline/readonly server status or administrator notification for failure
PERFORMANCE
===========
Fsync
=====
* Delay fsync() when other backends are about to commit too [fsync]
o Determine optimal commit_delay value
* Determine optimal fdatasync/fsync, O_SYNC/O_DSYNC options
o Allow multiple blocks to be written to WAL with one write()
Cache
=====
* Shared catalog cache, reduce lseek()'s by caching table size in shared area
* Add free-behind capability for large sequential scans (fadvise)
* Consider use of open/fcntl(O_DIRECT) to minimize OS caching
* Make blind writes go through the file descriptor cache
* Cache last known per-tuple offsets to speed long tuple access
* Automatically place fixed-width, NOT NULL columns first in a table
* Use a fixed row count and a +/- count with MVCC visibility rules
to allow fast COUNT(*) queries with no WHERE clause(?) [count]
Vacuum
======
* Improve speed with indexes (perhaps recreate index instead) [vacuum]
* Reduce lock time by moving tuples with read lock, then write
lock and truncate table [vacuum]
* Provide automatic running of vacuum in the background in backend
rather than in /contrib [vacuum]
* Allow free space map to be auto-sized or warn when it is too small
* Maintain a map of recently-expired of pages so vacuum can reclaim
free space without a sequential scan
* Have VACUUM FULL use REINDEX rather than index vacuum
Locking
=======
* Make locking of shared data structures more fine-grained
* Add code to detect an SMP machine and handle spinlocks accordingly
from distributted.net, http://www1.distributed.net/source,
in client/common/cpucheck.cpp
* Research use of sched_yield() for spinlock acquisition failure
Startup Time
============
* Experiment with multi-threaded backend [thread]
* Add connection pooling [pool]
* Allow persistent backends [persistent]
* Create a transaction processor to aid in persistent connections and
connection pooling
* Do listen() in postmaster and accept() in pre-forked backend
* Have pre-forked backend pre-connect to last requested database or pass
file descriptor to backend pre-forked for matching database
Write-Ahead Log
===============
* Have after-change WAL write()'s write only modified data to kernel
* Reduce number of after-change WAL writes; they exist only to gaurd against
partial page writes [wal]
* Turn off after-change writes if fsync is disabled (?)
* Add WAL index reliability improvement to non-btree indexes
* Find proper defaults for postgresql.conf WAL entries
* -Add checkpoint_min_warning postgresql.conf option to warn about checkpoints
that are too frequent (Bruce)
* Allow xlog directory location to be specified during initdb, perhaps
using symlinks
* Allow WAL information to recover corrupted pg_controldata
* Find a way to reduce rotational delay when repeatedly writing
last WAL page
Optimizer / Executor
====================
* -Improve Subplan list handling
* -Allow Subplans to use efficient joins(hash, merge) with upper variable
* -Add hash for evaluating GROUP BY aggregates (Tom)
* -Allow merge and hash joins on expressions not just simple variables (Tom)
* -Make IN/NOT IN have similar performance to EXISTS/NOT EXISTS (Tom)
* Missing optimizer selectivities for date, r-tree, etc. [optimizer]
* Allow ORDER BY ... LIMIT to select top values without sort or index
using a sequential scan for highest/lowest values (Oleg)
* -Inline simple SQL functions to avoid overhead (Tom)
* Precompile SQL functions to avoid overhead (Neil)
* Add utility to compute accurate random_page_cost value
* Improve ability to display optimizer analysis using OPTIMIZER_DEBUG
* Use CHECK constraints to improve optimizer decisions
* Check GUC geqo_threshold to see if it is still accurate
* Allow sorting, temp files, temp tables to use multiple work directories
* Improve the planner to use CHECK constraints to prune the plan (for subtables)
* Have EXPLAIN ANALYZE highlight poor optimizer estimates
Miscellaneous
=============
* Do async I/O for faster random read-ahead of data
* -Get faster regex() code from Henry Spencer <henry@zoo.utoronto.ca>
* Use mmap() rather than SYSV shared memory or to write WAL files (?) [mmap]
* Improve caching of attribute offsets when NULLs exist in the row
* Add a script to ask system configuration questions and tune postgresql.conf
* Allow partitioning of table into multiple subtables
* Use background process to write dirty shared buffers to disk
Source Code
===========
* Add use of 'const' for variables in source tree
* Rename some /contrib modules from pg* to pg_*
* Move some things from /contrib into main tree
* Remove warnings created by -Wcast-align
* Move platform-specific ps status display info from ps_status.c to ports
* -Modify regression tests to prevent failures do to minor numeric rounding
* -Add OpenBSD's getpeereid() call for local socket authentication
* Improve access-permissions check on data directory in Cygwin (Tom)
* Add documentation for perl, including mention of DBI/DBD perl location
* Create improved PostgreSQL introductory documentation for the PHP
manuals (Rory)
* Add optional CRC checksum to heap and index pages
* Change representation of whole-tuple parameters to functions
* Clarify use of 'application' and 'command' tags in SGML docs
* Better document ability to build only certain interfaces (Marc)
* Remove or relicense modules that are not under the BSD license, if possible
* Remove memory/file descriptor freeing before ereport(ERROR) (Bruce)
* Acquire lock on a relation before building a relcache entry for it
* Research interaction of setitimer() and sleep() used by statement_timeout
* Add checks for fclose() failure
* Change CVS $Id: TODO,v 1.1167 2003/11/12 04:10:43 momjian Exp $ to $PostgreSQL: pgsql/doc/TODO,v 1.1167 2003/11/12 04:10:43 momjian Exp $
* Exit postmaster if postgresql.conf can not be opened
* Rename /scripts directory because they are all C programs now
* Allow the regression tests to start postmaster with -i so the tests
can be run on systems that don't support unix-domain sockets
* Allow creation of a libpq-only tarball
* Promote debug_query_string into a server-side function current_query()
* Allow the identifier length to be increased via a configure option
* Wire Protocol Changes
o -Show transaction status in psql
o -Allow binding of query parameters, support for prepared queries
o -Remove hard-coded limits on user/db/password names
o -Remove unused elements of startup packet (unused, tty, passlength)
o -Fix COPY/fastpath protocol
o -Error codes
o Dynamic character set handling
o -Special passing of binary values in platform-neutral format (bytea?)
o Add decoded type, length, precision
o Compression?
o -Report server version number, database encoding, client encoding
o Update clients to use data types, typmod, schema.table.column names of
result sets using new query protocol
---------------------------------------------------------------------------
Developers who have claimed items are:
--------------------------------------
* Barry is Barry Lind <barry@xythos.com>
* Billy is Billy G. Allie <Bill.Allie@mug.org>
* Bruce is Bruce Momjian <pgman@candle.pha.pa.us> of Software Research Assoc.
* Christopher is Christopher Kings-Lynne <chriskl@familyhealth.com.au> of
Family Health Network
* D'Arcy is D'Arcy J.M. Cain <darcy@druid.net> of The Cain Gang Ltd.
* Dave is Dave Cramer <dave@fastcrypt.com>
* Edmund is Edmund Mergl <E.Mergl@bawue.de>
* Fernando is Fernando Nasser <fnasser@redhat.com> of Red Hat
* Gavin is Gavin Sherry <swm@linuxworld.com.au> of Alcove Systems Engineering
* Greg is Greg Sabino Mullane <greg@turnstep.com>
* Hiroshi is Hiroshi Inoue <Inoue@tpf.co.jp>
* Karel is Karel Zak <zakkr@zf.jcu.cz>
* Jan is Jan Wieck <JanWieck@Yahoo.com> of PeerDirect Corp.
* Liam is Liam Stewart <liams@redhat.com> of Red Hat
* Marc is Marc Fournier <scrappy@hub.org> of PostgreSQL, Inc.
* Mark is Mark Hollomon <mhh@mindspring.com>
* Michael is Michael Meskes <meskes@postgresql.org> of Credativ
* Neil is Neil Conway <neilc@samurai.com>
* Oleg is Oleg Bartunov <oleg@sai.msu.su>
* Peter M is Peter T Mount <peter@retep.org.uk> of Retep Software
* Peter E is Peter Eisentraut <peter_e@gmx.net>
* Philip is Philip Warner <pjw@rhyme.com.au> of Albatross Consulting Pty. Ltd.
* Rod is Rod Taylor <pg@rbt.ca>
* Ross is Ross J. Reedstrom <reedstrm@wallace.ece.rice.edu>
* Stephan is Stephan Szabo <sszabo@megazone23.bigpanda.com>
* Tatsuo is Tatsuo Ishii <t-ishii@sra.co.jp> of Software Research Assoc.
* Thomas is Thomas Lockhart <lockhart@fourpalms.org> of Jet Propulsion Labratory
* Tom is Tom Lane <tgl@sss.pgh.pa.us> of Red Hat