Thread: Postgres Performance on CPU limited Platforms

Postgres Performance on CPU limited Platforms

From
George McCollister
Date:
I'm trying to optimize postgres performance on a headless solid state
hardware platform (no fans or disks). I have the database stored on a
USB 2.0 flash drive (hdparm benchmarks reads at 10 MB/s). Performance is
limited by the 533Mhz CPU.

Hardware:
IXP425 XScale (big endian) 533Mhz 64MB RAM
USB 2.0 Flash Drive

Software:
Linux 2.6.21.4
postgres 8.2.5

I created a fresh database using initdb, then added one table.

Here is the create table:
CREATE TABLE archivetbl
(
  "DateTime" timestamp without time zone,
  "StationNum" smallint,
  "DeviceDateTime" timestamp without time zone,
  "DeviceNum" smallint,
  "Tagname" character(64),
  "Value" double precision,
  "Online" boolean
)
WITH (OIDS=FALSE);
ALTER TABLE archivetbl OWNER TO novatech;

I've attached my postgresql.conf

I populated the table with 38098 rows.

I'm doing this simple query:
select * from archivetbl;

It takes 79 seconds to complete the query (when postgres is compiled
with -O2). I'm running the query from pgadmin3 over TCP/IP.

top shows CPU usage is at 100% with 95% being in userspace. oprofile
shows memset is using 58% of the CPU cycles!

CPU: ARM/XScale PMU2, speed 0 MHz (estimated)
Counted CPU_CYCLES events (clock cycles counter) with a unit mask of
0x00 (No unit mask) count 100000
samples  %        app name                 symbol name
288445   57.9263  libc-2.5.so              memset
33273     6.6820  vmlinux                  default_idle
27910     5.6050  vmlinux                  cpu_idle
12611     2.5326  vmlinux                  schedule
8803      1.7678  libc-2.5.so              __printf_fp
7448      1.4957  postgres                 dopr
6404      1.2861  libc-2.5.so              vfprintf
6398      1.2849  oprofiled                (no symbols)
4992      1.0025  postgres                 __udivdi3
4818      0.9676  vmlinux                  run_timer_softirq


I was having trouble getting oprofile to give a back trace for memset
(probably because my libc is optimized). So I redefined MemSet to call this:
void * gmm_memset(void *s, int c, size_t n)
{
        int i=0;
        unsigned char * p = (unsigned char *)s;
        for(i=0; i<n; i++)
        {
                p[i]=0;
        }
        return s;
}

Here are the oprofile results for the same select query.

CPU: ARM/XScale PMU2, speed 0 MHz (estimated)
Counted CPU_CYCLES events (clock cycles counter) with a unit mask of
0x00 (No unit mask) count 100000
samples  %        image name               app name
symbol name
-------------------------------------------------------------------------------
  1        5.2e-04  postgres                 postgres
LockAcquire
  1        5.2e-04  postgres                 postgres
set_ps_display
  20        0.0103  postgres                 postgres
pg_vsprintf
  116695   60.2947  postgres                 postgres                 dopr
116717   60.3061  postgres                 postgres
gmm_memset
  116717   60.3061  postgres                 postgres
gmm_memset [self]
-------------------------------------------------------------------------------
20304    10.4908  oprofiled                oprofiled                (no
symbols)
  20304    10.4908  oprofiled                oprofiled
(no symbols) [self]
-------------------------------------------------------------------------------
  4587      2.3700  vmlinux                  vmlinux
rest_init
  6627      3.4241  vmlinux                  vmlinux
cpu_idle
11214     5.7941  vmlinux                  vmlinux
default_idle
  11214     5.7941  vmlinux                  vmlinux
default_idle [self]
-------------------------------------------------------------------------------
  16151     8.3450  vmlinux                  vmlinux
rest_init
9524      4.9209  vmlinux                  vmlinux                  cpu_idle
  9524      4.9209  vmlinux                  vmlinux
cpu_idle [self]
  6627      3.4241  vmlinux                  vmlinux
default_idle
-------------------------------------------------------------------------------
5111      2.6408  oprofile                 oprofile                 (no
symbols)
  5111      2.6408  oprofile                 oprofile
(no symbols) [self]

oprofile shows dopr is making most of the calls to memset.

Are these results typical? If memset is indeed using over 50% of the CPU
something seems seriously wrong.

Should I be expecting more performance from this hardware than what I'm
getting in these tests?

Regards,
George McCollister

# -----------------------------
# PostgreSQL configuration file
# -----------------------------
#
# This file consists of lines of the form:
#
#   name = value
#
# (The '=' is optional.)  White space may be used.  Comments are introduced
# with '#' anywhere on a line.  The complete list of option names and
# allowed values can be found in the PostgreSQL documentation.  The
# commented-out settings shown in this file represent the default values.
#
# Please note that re-commenting a setting is NOT sufficient to revert it
# to the default value, unless you restart the server.
#
# Any option can also be given as a command line switch to the server,
# e.g., 'postgres -c log_connections=on'.  Some options can be changed at
# run-time with the 'SET' SQL command.
#
# This file is read on server startup and when the server receives a
# SIGHUP.  If you edit the file on a running system, you have to SIGHUP the
# server for the changes to take effect, or use "pg_ctl reload". Some
# settings, which are marked below, require a server shutdown and restart
# to take effect.
#
# Memory units:  kB = kilobytes MB = megabytes GB = gigabytes
# Time units:    ms = milliseconds s = seconds min = minutes h = hours d = days


#---------------------------------------------------------------------------
# FILE LOCATIONS
#---------------------------------------------------------------------------

# The default values of these variables are driven from the -D command line
# switch or PGDATA environment variable, represented here as ConfigDir.

#data_directory = 'ConfigDir'        # use data in another directory
                    # (change requires restart)
#hba_file = 'ConfigDir/pg_hba.conf'    # host-based authentication file
                    # (change requires restart)
#ident_file = 'ConfigDir/pg_ident.conf'    # ident configuration file
                    # (change requires restart)

# If external_pid_file is not explicitly set, no extra PID file is written.
#external_pid_file = '(none)'        # write an extra PID file
                    # (change requires restart)


#---------------------------------------------------------------------------
# CONNECTIONS AND AUTHENTICATION
#---------------------------------------------------------------------------

# - Connection Settings -

#listen_addresses = 'localhost'        # what IP address(es) to listen on;
                    # comma-separated list of addresses;
                    # defaults to 'localhost', '*' = all
                    # (change requires restart)
listen_addresses = '*'
#port = 5432                # (change requires restart)
max_connections = 10            # (change requires restart)
# Note: increasing max_connections costs ~400 bytes of shared memory per
# connection slot, plus lock space (see max_locks_per_transaction).  You
# might also need to raise shared_buffers to support more connections.
#superuser_reserved_connections = 3    # (change requires restart)
#unix_socket_directory = ''        # (change requires restart)
unix_socket_directory = '/var/run/postgresql'
#unix_socket_group = ''            # (change requires restart)
#unix_socket_permissions = 0777        # octal
                    # (change requires restart)
#bonjour_name = ''            # defaults to the computer name
                    # (change requires restart)

# - Security & Authentication -

#authentication_timeout = 1min        # 1s-600s
#ssl = off                # (change requires restart)
#password_encryption = on
#db_user_namespace = off

# Kerberos
#krb_server_keyfile = ''        # (change requires restart)
#krb_srvname = 'postgres'        # (change requires restart)
#krb_server_hostname = ''        # empty string matches any keytab entry
                    # (change requires restart)
#krb_caseins_users = off        # (change requires restart)

# - TCP Keepalives -
# see 'man 7 tcp' for details

#tcp_keepalives_idle = 0        # TCP_KEEPIDLE, in seconds;
                    # 0 selects the system default
#tcp_keepalives_interval = 0        # TCP_KEEPINTVL, in seconds;
                    # 0 selects the system default
#tcp_keepalives_count = 0        # TCP_KEEPCNT;
                    # 0 selects the system default


#---------------------------------------------------------------------------
# RESOURCE USAGE (except WAL)
#---------------------------------------------------------------------------

# - Memory -

shared_buffers = 1600kB            # min 128kB or max_connections*16kB
                    # (change requires restart)
#temp_buffers = 8MB            # min 800kB
#max_prepared_transactions = 5        # can be 0 or more
                    # (change requires restart)
# Note: increasing max_prepared_transactions costs ~600 bytes of shared memory
# per transaction slot, plus lock space (see max_locks_per_transaction).
#work_mem = 1MB                # min 64kB
#maintenance_work_mem = 16MB        # min 1MB
#max_stack_depth = 2MB            # min 100kB

# - Free Space Map -

max_fsm_pages = 20000        # min max_fsm_relations*16, 6 bytes each
                    # (change requires restart)
#max_fsm_relations = 1000        # min 100, ~70 bytes each
                    # (change requires restart)

# - Kernel Resource Usage -

#max_files_per_process = 1000        # min 25
                    # (change requires restart)
#shared_preload_libraries = ''        # (change requires restart)

# - Cost-Based Vacuum Delay -

#vacuum_cost_delay = 0            # 0-1000 milliseconds
#vacuum_cost_page_hit = 1        # 0-10000 credits
#vacuum_cost_page_miss = 10        # 0-10000 credits
#vacuum_cost_page_dirty = 20        # 0-10000 credits
#vacuum_cost_limit = 200        # 0-10000 credits

# - Background writer -

#bgwriter_delay = 200ms            # 10-10000ms between rounds
#bgwriter_lru_percent = 1.0        # 0-100% of LRU buffers scanned/round
#bgwriter_lru_maxpages = 5        # 0-1000 buffers max written/round
#bgwriter_all_percent = 0.333        # 0-100% of all buffers scanned/round
#bgwriter_all_maxpages = 5        # 0-1000 buffers max written/round


#---------------------------------------------------------------------------
# WRITE AHEAD LOG
#---------------------------------------------------------------------------

# - Settings -

#fsync = on                # turns forced synchronization on or off
#wal_sync_method = fsync        # the default is the first option
                    # supported by the operating system:
                    #   open_datasync
                    #   fdatasync
                    #   fsync
                    #   fsync_writethrough
                    #   open_sync
#full_page_writes = on            # recover from partial page writes
#wal_buffers = 64kB            # min 32kB
                    # (change requires restart)
#commit_delay = 0            # range 0-100000, in microseconds
#commit_siblings = 5            # range 1-1000

# - Checkpoints -

#checkpoint_segments = 3        # in logfile segments, min 1, 16MB each
#checkpoint_timeout = 5min        # range 30s-1h
#checkpoint_warning = 30s        # 0 is off

# - Archiving -

#archive_command = ''        # command to use to archive a logfile segment
#archive_timeout = 0        # force a logfile segment switch after this
                # many seconds; 0 is off


#---------------------------------------------------------------------------
# QUERY TUNING
#---------------------------------------------------------------------------

# - Planner Method Configuration -

#enable_bitmapscan = on
#enable_hashagg = on
#enable_hashjoin = on
#enable_indexscan = on
#enable_mergejoin = on
#enable_nestloop = on
#enable_seqscan = on
#enable_sort = on
#enable_tidscan = on

# - Planner Cost Constants -

#seq_page_cost = 1.0            # measured on an arbitrary scale
#random_page_cost = 4.0            # same scale as above
#cpu_tuple_cost = 0.01            # same scale as above
#cpu_index_tuple_cost = 0.005        # same scale as above
#cpu_operator_cost = 0.0025        # same scale as above
#effective_cache_size = 128MB
random_page_cost = 1.0
cpu_tuple_cost = 0.1


# - Genetic Query Optimizer -

#geqo = on
#geqo_threshold = 12
#geqo_effort = 5            # range 1-10
#geqo_pool_size = 0            # selects default based on effort
#geqo_generations = 0            # selects default based on effort
#geqo_selection_bias = 2.0        # range 1.5-2.0

# - Other Planner Options -

#default_statistics_target = 10        # range 1-1000
#constraint_exclusion = off
#from_collapse_limit = 8
#join_collapse_limit = 8        # 1 disables collapsing of explicit
                    # JOINs


#---------------------------------------------------------------------------
# ERROR REPORTING AND LOGGING
#---------------------------------------------------------------------------

# - Where to Log -

#log_destination = 'stderr'        # Valid values are combinations of
                    # stderr, syslog and eventlog,
                    # depending on platform.

log_destination = 'syslog'
# This is used when logging to stderr:
#redirect_stderr = off            # Enable capturing of stderr into log
                    # files
                    # (change requires restart)

# These are only used if redirect_stderr is on:
#log_directory = 'pg_log'        # Directory where log files are written
                    # Can be absolute or relative to PGDATA
#log_filename = 'postgresql-%Y-%m-%d_%H%M%S.log' # Log file name pattern.
                    # Can include strftime() escapes
#log_truncate_on_rotation = off # If on, any existing log file of the same
                    # name as the new log file will be
                    # truncated rather than appended to. But
                    # such truncation only occurs on
                    # time-driven rotation, not on restarts
                    # or size-driven rotation. Default is
                    # off, meaning append to existing files
                    # in all cases.
#log_rotation_age = 1d            # Automatic rotation of logfiles will
                    # happen after that time.  0 to
                    # disable.
#log_rotation_size = 10MB        # Automatic rotation of logfiles will
                    # happen after that much log
                    # output.  0 to disable.

# These are relevant when logging to syslog:
syslog_facility = 'LOCAL0'
syslog_ident = 'postgres'


# - When to Log -

client_min_messages = notice        # Values, in order of decreasing detail:
                    #   debug5
                    #   debug4
                    #   debug3
                    #   debug2
                    #   debug1
                    #   log
                    #   notice
                    #   warning
                    #   error

log_min_messages = notice        # Values, in order of decreasing detail:
                    #   debug5
                    #   debug4
                    #   debug3
                    #   debug2
                    #   debug1
                    #   info
                    #   notice
                    #   warning
                    #   error
                    #   log
                    #   fatal
                    #   panic

log_error_verbosity = default        # terse, default, or verbose messages

log_min_error_statement = error    # Values in order of increasing severity:
                     #   debug5
                    #   debug4
                    #   debug3
                    #   debug2
                    #   debug1
                     #   info
                    #   notice
                    #   warning
                    #   error
                    #   fatal
                    #   panic (effectively off)

#log_min_duration_statement = -1    # -1 is disabled, 0 logs all statements
                    # and their durations.

#silent_mode = off            # DO NOT USE without syslog or
                    # redirect_stderr
                    # (change requires restart)

# - What to Log -

#debug_print_parse = off
#debug_print_rewritten = off
#debug_print_plan = off
#debug_pretty_print = off
#log_connections = off
#log_disconnections = off
#log_duration = off
#log_line_prefix = ''            # Special values:
                    #   %u = user name
                    #   %d = database name
                    #   %r = remote host and port
                    #   %h = remote host
                    #   %p = PID
                    #   %t = timestamp (no milliseconds)
                    #   %m = timestamp with milliseconds
                    #   %i = command tag
                    #   %c = session id
                    #   %l = session line number
                    #   %s = session start timestamp
                    #   %x = transaction id
                    #   %q = stop here in non-session
                    #        processes
                    #   %% = '%'
                    # e.g. '<%u%%%d> '
#log_statement = 'none'            # none, ddl, mod, all
#log_hostname = off


#---------------------------------------------------------------------------
# RUNTIME STATISTICS
#---------------------------------------------------------------------------

# - Query/Index Statistics Collector -

#stats_command_string = on
#update_process_title = on

#stats_start_collector = on        # needed for block or row stats
                    # (change requires restart)
#stats_block_level = off
#stats_row_level = off
stats_row_level = on
#stats_reset_on_server_start = off    # (change requires restart)


# - Statistics Monitoring -

#log_parser_stats = off
#log_planner_stats = off
#log_executor_stats = off
#log_statement_stats = off


#---------------------------------------------------------------------------
# AUTOVACUUM PARAMETERS
#---------------------------------------------------------------------------

#autovacuum = off            # enable autovacuum subprocess?
                    # 'on' requires stats_start_collector
                    # and stats_row_level to also be on
autovacuum = on
#autovacuum_naptime = 1min        # time between autovacuum runs
#autovacuum_vacuum_threshold = 500    # min # of tuple updates before
                    # vacuum
#autovacuum_analyze_threshold = 250    # min # of tuple updates before
                    # analyze
#autovacuum_vacuum_scale_factor = 0.2    # fraction of rel size before
                    # vacuum
#autovacuum_analyze_scale_factor = 0.1    # fraction of rel size before
                    # analyze
#autovacuum_freeze_max_age = 200000000    # maximum XID age before forced vacuum
                    # (change requires restart)
#autovacuum_vacuum_cost_delay = -1    # default vacuum cost delay for
                    # autovacuum, -1 means use
                    # vacuum_cost_delay
#autovacuum_vacuum_cost_limit = -1    # default vacuum cost limit for
                    # autovacuum, -1 means use
                    # vacuum_cost_limit


#---------------------------------------------------------------------------
# CLIENT CONNECTION DEFAULTS
#---------------------------------------------------------------------------

# - Statement Behavior -

#search_path = '"$user",public'        # schema names
#default_tablespace = ''        # a tablespace name, '' uses
                    # the default
#check_function_bodies = on
#default_transaction_isolation = 'read committed'
#default_transaction_read_only = off
#statement_timeout = 0            # 0 is disabled
#vacuum_freeze_min_age = 100000000

# - Locale and Formatting -

datestyle = 'iso, mdy'
#timezone = unknown            # actually, defaults to TZ
                    # environment setting
#timezone_abbreviations = 'Default'     # select the set of available timezone
                    # abbreviations. Currently, there are
                    #   Default
                    #   Australia
                    #   India
                    # However you can also create your own
                    # file in share/timezonesets/.
#extra_float_digits = 0            # min -15, max 2
#client_encoding = sql_ascii        # actually, defaults to database
                    # encoding

# These settings are initialized by initdb -- they might be changed
lc_messages = 'C'            # locale for system error message
                    # strings
lc_monetary = 'C'            # locale for monetary formatting
lc_numeric = 'C'            # locale for number formatting
lc_time = 'C'                # locale for time formatting

# - Other Defaults -

#explain_pretty_print = on
#dynamic_library_path = '$libdir'
#local_preload_libraries = ''


#---------------------------------------------------------------------------
# LOCK MANAGEMENT
#---------------------------------------------------------------------------

#deadlock_timeout = 1s
#max_locks_per_transaction = 64        # min 10
                    # (change requires restart)
# Note: each lock table slot uses ~270 bytes of shared memory, and there are
# max_locks_per_transaction * (max_connections + max_prepared_transactions)
# lock table slots.


#---------------------------------------------------------------------------
# VERSION/PLATFORM COMPATIBILITY
#---------------------------------------------------------------------------

# - Previous Postgres Versions -

#add_missing_from = off
#array_nulls = on
#backslash_quote = safe_encoding    # on, off, or safe_encoding
#default_with_oids = off
#escape_string_warning = on
#standard_conforming_strings = off
#regex_flavor = advanced        # advanced, extended, or basic
#sql_inheritance = on

# - Other Platforms & Clients -

#transform_null_equals = off


#---------------------------------------------------------------------------
# CUSTOMIZED OPTIONS
#---------------------------------------------------------------------------

#custom_variable_classes = ''        # list of custom variable class names

Re: Postgres Performance on CPU limited Platforms

From
"H. Hall"
Date:
George McCollister wrote:
> I'm trying to optimize postgres performance on a headless solid state
> hardware platform (no fans or disks). I have the database stored on a
> USB 2.0 flash drive (hdparm benchmarks reads at 10 MB/s). Performance is
> limited by the 533Mhz CPU.
>
> Hardware:
> IXP425 XScale (big endian) 533Mhz 64MB RAM
> USB 2.0 Flash Drive
>

Hmmm  ARM/XScale, 64MB.  Just curious. Are you running a Postgres server
on a pocket pc or possibly a cell phone?

>
> Software:
> Linux 2.6.21.4
> postgres 8.2.5
>
> I created a fresh database using initdb, then added one table.
>
> Here is the create table:
> CREATE TABLE archivetbl
> (
>   "DateTime" timestamp without time zone,
>   "StationNum" smallint,
>   "DeviceDateTime" timestamp without time zone,
>   "DeviceNum" smallint,
>   "Tagname" character(64),
>   "Value" double precision,
>   "Online" boolean
> )
> WITH (OIDS=FALSE);
> ALTER TABLE archivetbl OWNER TO novatech;
>
> I've attached my postgresql.conf
>
> I populated the table with 38098 rows.
>
> I'm doing this simple query:
> select * from archivetbl;
>
> It takes 79 seconds to complete the query (when postgres is compiled
> with -O2). I'm running the query from pgadmin3 over TCP/IP.
>
> top shows CPU usage is at 100% with 95% being in userspace. oprofile
> shows memset is using 58% of the CPU cycles!
>
> CPU: ARM/XScale PMU2, speed 0 MHz (estimated)
> Counted CPU_CYCLES events (clock cycles counter) with a unit mask of
> 0x00 (No unit mask) count 100000
> samples  %        app name                 symbol name
> 288445   57.9263  libc-2.5.so              memset
> 33273     6.6820  vmlinux                  default_idle
> 27910     5.6050  vmlinux                  cpu_idle
> 12611     2.5326  vmlinux                  schedule
> 8803      1.7678  libc-2.5.so              __printf_fp
> 7448      1.4957  postgres                 dopr
> 6404      1.2861  libc-2.5.so              vfprintf
> 6398      1.2849  oprofiled                (no symbols)
> 4992      1.0025  postgres                 __udivdi3
> 4818      0.9676  vmlinux                  run_timer_softirq
>
>
> I was having trouble getting oprofile to give a back trace for memset
> (probably because my libc is optimized). So I redefined MemSet to call this:
> void * gmm_memset(void *s, int c, size_t n)
> {
>         int i=0;
>         unsigned char * p = (unsigned char *)s;
>         for(i=0; i<n; i++)
>         {
>                 p[i]=0;
>         }
>         return s;
> }
>
> Here are the oprofile results for the same select query.
>
> CPU: ARM/XScale PMU2, speed 0 MHz (estimated)
> Counted CPU_CYCLES events (clock cycles counter) with a unit mask of
> 0x00 (No unit mask) count 100000
> samples  %        image name               app name
> symbol name
> -------------------------------------------------------------------------------
>   1        5.2e-04  postgres                 postgres
> LockAcquire
>   1        5.2e-04  postgres                 postgres
> set_ps_display
>   20        0.0103  postgres                 postgres
> pg_vsprintf
>   116695   60.2947  postgres                 postgres                 dopr
> 116717   60.3061  postgres                 postgres
> gmm_memset
>   116717   60.3061  postgres                 postgres
> gmm_memset [self]
> -------------------------------------------------------------------------------
> 20304    10.4908  oprofiled                oprofiled                (no
> symbols)
>   20304    10.4908  oprofiled                oprofiled
> (no symbols) [self]
> -------------------------------------------------------------------------------
>   4587      2.3700  vmlinux                  vmlinux
> rest_init
>   6627      3.4241  vmlinux                  vmlinux
> cpu_idle
> 11214     5.7941  vmlinux                  vmlinux
> default_idle
>   11214     5.7941  vmlinux                  vmlinux
> default_idle [self]
> -------------------------------------------------------------------------------
>   16151     8.3450  vmlinux                  vmlinux
> rest_init
> 9524      4.9209  vmlinux                  vmlinux                  cpu_idle
>   9524      4.9209  vmlinux                  vmlinux
> cpu_idle [self]
>   6627      3.4241  vmlinux                  vmlinux
> default_idle
> -------------------------------------------------------------------------------
> 5111      2.6408  oprofile                 oprofile                 (no
> symbols)
>   5111      2.6408  oprofile                 oprofile
> (no symbols) [self]
>
> oprofile shows dopr is making most of the calls to memset.
>
> Are these results typical? If memset is indeed using over 50% of the CPU
> something seems seriously wrong.
>
> Should I be expecting more performance from this hardware than what I'm
> getting in these tests?
>
> Regards,
> George McCollister
>
>
>
>


--
H. Hall
ReedyRiver Group LLC
http://www.reedyriver.com


Re: Postgres Performance on CPU limited Platforms

From
"Scott Marlowe"
Date:
On Fri, Sep 12, 2008 at 12:07 PM, H. Hall <hhall1001@reedyriver.com> wrote:
>
> Hmmm  ARM/XScale, 64MB.  Just curious. Are you running a Postgres server on
> a pocket pc or possibly a cell phone?
>

I would think SQLite would be a better choice on that kind of thing.
Unless you're trying to run really complex queries maybe.

-- When fascism comes to America, it will be draped in a flag and
carrying a cross - Sinclair Lewis