Performance degradation in PostgreSQL 7.1beta3 vs 6.5.3

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От bruc@stone.congenomics.com (Robert E. Bruccoleri)
Тема Performance degradation in PostgreSQL 7.1beta3 vs 6.5.3
Дата
Msg-id 200101161827.NAA59767@stone.congenomics.com
обсуждение исходный текст
Ответы Re: Performance degradation in PostgreSQL 7.1beta3 vs 6.5.3  (Tom Lane <tgl@sss.pgh.pa.us>)
Список pgsql-hackers
Dear Tom,
    I am writing to you because you are the maintainer of the
query optimizer and planner.
    I have found a very significant performance degradation
between PostgreSQL 6.5.3 and 7.1beta3, which will severely impact two
large applications that I have developed and maintain for several
clients.  The performance difference is seen with the use of indices in
SELECT statements, whereby the current release does not make effective
use of the indices and 6.5.3 does. All of these tests were run on a SGI
R10000 Indigo2 system running Irix 6.5. All the regression tests passed
as expected for both versions.
    I have followed the discussion in pgsql-hackers over the previous
months and others have noted some performance problems, and the response
has typically been to VACUUM the tables. Unfortunately, this is not a
practical option for my applications. They are very large -- I have one
table that is 17GB in length, and the applications are used frequently.
More importantly, PostgreSQL 6.5.3 works very, very well without
VACUUM'ing.
    In order to assist you to diagnosing and correcting this
problem, I have prepared a test database that shows the problems. I
will attach three files; the test script, the log from running it on
version 6.5.3, and the log from running it on version 7.1beta3. In
addition, I have setup an anonymous FTP directory on
ftp.congen.com:/pub/pg_perf which contains all of these files as well
as the compressed table dumps used to build the test database. (When
you have finished copying the files, please let me know.)
    The test script creates the database including the necessary
indexing, and then runs EXPLAIN on each of the queries followed by
actually executing the queries with "timex" commands to report elapsed
times.  The striking difference in the query plans is that 7.1 uses
only sequential searches for the SELECT's whereas 6.5.3 uses index
scans. As a result, 7.1 is almost two orders of magnitude slower than
6.5.3 with exactly the same data, schema, and queries.

    I plead with you to revisit this question of performance and
fix PostgreSQL 7.1 to work as well as PostgreSQL 6.5.3 does. I depend
upon PostgreSQL for much of my work, and I do not want to abandon it
because of this performance problem which arose only recently. Thank
you.

+----------------------------------+------------------------------------+
| Robert E. Bruccoleri, Ph.D.      | Phone: 609 737 6383                |
| President, Congenomics, Inc.     | Fax:   609 737 7528                |
| 114 W Franklin Ave, Suite K1,4,5 | email: bruc@acm.org                |
| P.O. Box 314                     | URL:   http://www.congen.com/~bruc |
| Pennington, NJ 08534             |                                    |
+----------------------------------+------------------------------------+
#!/bin/csh

createdb perf_test

gunzip <proteins.dmp.gz | timex psql -e perf_test
gunzip <comparisons_4.dmp.gz | timex psql -e perf_test
gunzip <concordance_91.dmp.gz | timex psql -e perf_test

psql -e perf_test <<EOF
explain select * from comparisons_4 where name1 = 'HI0001';
explain select count(*) from comparisons_4 where code = 80003;
explain select p.name, p.purpose from comparisons_4 c, proteins p where c.name1 = 'HI0003' and c.name2 = p.name;
explain select c.target_name, c.matched_name, c.score, p.purpose from concordance_91 c, proteins p where c.matched_name
=p.name; 
EOF

timex psql -e -c "select * from comparisons_4 where name1 = 'HI0001'" perf_test
timex psql -e -c "select count(*) from comparisons_4 where code = 80003" perf_test
timex psql -e -c "select p.name, p.purpose from comparisons_4 c, proteins p where c.name1 = 'HI0003' and c.name2 =
p.name"perf_test 
timex psql -e -c "select c.target_name, c.matched_name, c.score, p.purpose from concordance_91 c, proteins p where
c.matched_name= p.name" perf_test 

CREATE TABLE "proteins" (
    "name" character varying(16),
    "organism" text,
    "start_position" int4,
    "last_position" int4,
    "seq" text,
    "purpose" text,
    "alternate_key" character varying(16),
    "comment" text,
    "compared" bool,
    "complement" bool,
    "chromosome" character varying(4),
    "essentiality" float8);
QUERY: CREATE TABLE "proteins" (
    "name" character varying(16),
    "organism" text,
    "start_position" int4,
    "last_position" int4,
    "seq" text,
    "purpose" text,
    "alternate_key" character varying(16),
    "comment" text,
    "compared" bool,
    "complement" bool,
    "chromosome" character varying(4),
    "essentiality" float8);
COPY "proteins" FROM stdin;
QUERY: COPY "proteins" FROM stdin;
CREATE  INDEX "protein_names" on "proteins" using btree ( "name" "varchar_ops" );
QUERY: CREATE  INDEX "protein_names" on "proteins" using btree ( "name" "varchar_ops" );
CREATE  INDEX "protein_organism" on "proteins" using btree ( "organism" "text_ops" );
QUERY: CREATE  INDEX "protein_organism" on "proteins" using btree ( "organism" "text_ops" );
CREATE
CREATE
CREATE
EOF

real     1:11.42
user        3.15
sys         0.53

CREATE TABLE "comparisons_4" (
    "name1" character varying(16),
    "name2" character varying(16),
    "z_score" float8,
    "expected" float8,
    "local_overlap_ratio" float8,
    "local_overlap_count" int4,
    "overlap_ratio" float8,
    "code" int4);
QUERY: CREATE TABLE "comparisons_4" (
    "name1" character varying(16),
    "name2" character varying(16),
    "z_score" float8,
    "expected" float8,
    "local_overlap_ratio" float8,
    "local_overlap_count" int4,
    "overlap_ratio" float8,
    "code" int4);
COPY "comparisons_4" FROM stdin;
QUERY: COPY "comparisons_4" FROM stdin;
CREATE  INDEX "comparisons_4_name1" on "comparisons_4" using btree ( "name1" "varchar_ops" );
QUERY: CREATE  INDEX "comparisons_4_name1" on "comparisons_4" using btree ( "name1" "varchar_ops" );
CREATE  INDEX "comparisons_4_name2" on "comparisons_4" using btree ( "name2" "varchar_ops" );
QUERY: CREATE  INDEX "comparisons_4_name2" on "comparisons_4" using btree ( "name2" "varchar_ops" );
CREATE  INDEX "comparisons_4_code" on "comparisons_4" using btree ( "code" "int4_ops" );
QUERY: CREATE  INDEX "comparisons_4_code" on "comparisons_4" using btree ( "code" "int4_ops" );
CREATE
CREATE
CREATE
CREATE
EOF

real    16:42.13
user        5.86
sys         0.96

CREATE TABLE "concordance_91" (
    "target_name" character varying(16),
    "matched_name" character varying(16),
    "score" text);
QUERY: CREATE TABLE "concordance_91" (
    "target_name" character varying(16),
    "matched_name" character varying(16),
    "score" text);
REVOKE ALL on "concordance_91" from PUBLIC;
QUERY: REVOKE ALL on "concordance_91" from PUBLIC;
GRANT ALL on "concordance_91" to PUBLIC;
QUERY: GRANT ALL on "concordance_91" to PUBLIC;
COPY "concordance_91" FROM stdin;
QUERY: COPY "concordance_91" FROM stdin;
CREATE
CHANGE
CHANGE
EOF

real        0.30
user        0.02
sys         0.04

explain select * from comparisons_4 where name1 = 'HI0001';
QUERY: explain select * from comparisons_4 where name1 = 'HI0001';
NOTICE:  QUERY PLAN:

Index Scan using comparisons_4_name1 on comparisons_4  (cost=2.05 rows=1 width=64)

explain select count(*) from comparisons_4 where code = 80003;
QUERY: explain select count(*) from comparisons_4 where code = 80003;
NOTICE:  QUERY PLAN:

Aggregate  (cost=2.05 rows=1 width=12)
  ->  Index Scan using comparisons_4_code on comparisons_4  (cost=2.05 rows=1 width=12)

explain select p.name, p.purpose from comparisons_4 c, proteins p where c.name1 = 'HI0003' and c.name2 = p.name;
QUERY: explain select p.name, p.purpose from comparisons_4 c, proteins p where c.name1 = 'HI0003' and c.name2 = p.name;
NOTICE:  QUERY PLAN:

Nested Loop  (cost=4.10 rows=1 width=36)
  ->  Index Scan using comparisons_4_name1 on comparisons_4 c  (cost=2.05 rows=1 width=12)
  ->  Index Scan using protein_names on proteins p  (cost=2.05 rows=36840 width=24)

explain select c.target_name, c.matched_name, c.score, p.purpose from concordance_91 c, proteins p where c.matched_name
=p.name; 
QUERY: explain select c.target_name, c.matched_name, c.score, p.purpose from concordance_91 c, proteins p where
c.matched_name= p.name; 
NOTICE:  QUERY PLAN:

Nested Loop  (cost=2093.00 rows=36840 width=60)
  ->  Seq Scan on concordance_91 c  (cost=43.00 rows=1000 width=36)
  ->  Index Scan using protein_names on proteins p  (cost=2.05 rows=36840 width=24)

EXPLAIN
EXPLAIN
EXPLAIN
EXPLAIN
EOF
QUERY: select * from comparisons_4 where name1 = 'HI0001'
name1 |name2          |z_score|expected|local_overlap_ratio|local_overlap_count|overlap_ratio| code
------+---------------+-------+--------+-------------------+-------------------+-------------+-----
HI0001|PDB2DBV_O      | 1217.4|       0|            0.56716|                335|     0.560468|30012
HI0001|PDB4DBV_O      |   1207|       0|            0.56418|                335|     0.557523|30012
HI0001|PDB2GD1_P      | 1226.4|       0|            0.57015|                335|     0.563423|30012
HI0001|PDB1GAE_O      | 1861.8|       0|            0.83133|                332|     0.814164|30012
HI0001|PDB4GPD_1      | 1357.8|       0|            0.64865|                333|     0.637169|30012
HI0001|HP1346         |  850.3| 6.9e-41|            0.39222|                334|     0.386435|30005
HI0001|TP0844         |  780.3| 5.8e-37|            0.46307|                352|     0.465716|30014
HI0001|PDB1HDG_O      | 1020.4|       0|            0.48024|                329|     0.466074|30012
HI0001|SCPIR-DEBYG1   | 1405.2|       0|             0.6497|                334|     0.640117|30000
HI0001|Rv1436         |  970.4|       0|            0.49558|                339|      0.49558|30010
HI0001|PDB1CER_O      |  949.7|       0|            0.47734|                331|     0.466075|30012
HI0001|PDB1NLH_       |  935.1|       0|            0.46847|                333|     0.458825|30012
HI0001|PDB1GGA_A      |    918|       0|            0.52125|                353|      0.51397|30012
HI0001|PDB1GAD_O      | 1869.5|       0|            0.83434|                332|     0.817112|30012
HI0001|PDB1GYP_A      |  900.1|       0|            0.51275|                353|     0.505589|30012
HI0001|MG301          |  866.7|       0|            0.43155|                336|     0.427731|30004
HI0001|SCSW-G3P1_YEAST| 1425.3|       0|            0.65868|                334|     0.648965|30000
HI0001|ScTDH1         | 1424.6|       0|            0.65868|                334|     0.648965|30013
HI0001|ScTDH2         | 1405.2|       0|             0.6497|                334|     0.640117|30013
HI0001|SCSW-G3P3_YEAST| 1417.5|       0|            0.65868|                334|     0.648965|30000
HI0001|ScTDH3         | 1416.8|       0|            0.65868|                334|     0.648965|30013
HI0001|SCGP-3720      | 1416.8|       0|            0.66168|                334|     0.651921|30000
HI0001|SCGP-E243731   | 1416.8|       0|            0.65868|                334|     0.648965|30000
HI0001|SCSW-G3P2_YEAST| 1405.9|       0|             0.6497|                334|     0.640117|30000
HI0001|SCGP-1008189   | 1424.6|       0|            0.65868|                334|     0.648965|30000
HI0001|SCGP-3726      | 1398.7|       0|             0.6497|                334|     0.640117|30000
HI0001|PDB3GPD_R      | 1432.2|       0|            0.63772|                334|     0.628314|30012
HI0001|HP0921         |  762.6| 5.6e-36|            0.40407|                344|      0.41003|30005
HI0001|MJ1146         |  124.7|     1.9|            0.25094|                267|     0.195338|30007
HI0001|SCGP-3724      | 1371.5|       0|            0.63772|                334|     0.628314|30000
(30 rows)


real        0.18
user        0.02
sys         0.03

QUERY: select count(*) from comparisons_4 where code = 80003
count
-----
 3231
(1 row)


real        0.34
user        0.02
sys         0.03

QUERY: select p.name, p.purpose from comparisons_4 c, proteins p where c.name1 = 'HI0003' and c.name2 = p.name
name   |purpose

                                                                                              

-------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
MG263  |hypothetical protein

                                                                                              
HP0652 |phosphoserine phosphatase

                                                                                              
MJ1594 |phosphoserine phosphatase

                                                                                              
MG125  |hypothetical protein

                                                                                              
TP0290 |conserved hypothetical protein

                                                                                              
HI1033 |phosphoserine phosphatase (o-phosphoserine phosphohydrolase)

                                                                                              
HI0597 |hypothetical protein

                                                                                              
Rv3813c|(MTCY409.17), len: 273. Unknown, similar to many hypothetical proteins eg. YXEH_BACSU P54947 hypothetical 30.2
kdprotein in idh-deor (270 aa), fasta results; opt: 329 z-score: 456.0 E(): 2.2e-18, 32.2% identity in 267 aa overlap
                                                                                               
Rv3042c|(MTV012.57c), len: 409. The C-terminal domain (150-409) is highly similar to several SerB proteins e.g.
P06862|SERB_ECOLI.N-terminus (1-150) shows no similarity, FASTA score: sp|P06862|SERB_ECOLI PHOSPHOSERINE PHOSPHATASE
(EC3.1 (322 aa) opt: 628 z-score: 753.3 E(): 0; 46.8%identity in 235 aa overlap. TBparse score is 0.884 
MG265  |hypothetical protein

                                                                                              
(10 rows)


real        0.24
user        0.02
sys         0.03

QUERY: select c.target_name, c.matched_name, c.score, p.purpose from concordance_91 c, proteins p where c.matched_name
=p.name 
target_name|matched_name|   score|purpose

                    

-----------+------------+--------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
ECinfA     |BSInfA      |0.680556|initiation factor IF-1

                    
ECinfA     |HI0548      | 0.80952|initiation factor IF-1

                    
ECinfA     |HP1298      | 0.61111|translation initiation factor EF-1

                    
ECinfA     |Rv3462c     |0.684936|(MTCY13E12.15c), len: 73 aa. infA. Probable initiation factor IF-1. FASTA results:
identicalto IF1_MYCBO P45957 initiation factor if-1 (72 aa)
                       
ECrpmA     |BB0780      |0.635297|ribosomal protein L27

                    
ECrpmA     |HI0879      | 0.87059|ribosomal protein L27

                    
ECrpmA     |HP0297      |0.613632|ribosomal protein L27

                    
ECrpmA     |Rv2441c     |0.616278|(MTCY428.05), len: 86. Probable rpmA, similar to eg RL27_ECOLI P02427 50s ribosomal
proteinl27, (84 aa), fasta scores, opt: 328, E(): 7.1e-17, (64.2% identity in 81 aa overlap); contains PS00831
Ribosomalprotein L27 signature 
(8 rows)


real        0.17
user        0.02
sys         0.03

CREATE DATABASE
CREATE TABLE "proteins" (
    "name" character varying(16),
    "organism" text,
    "start_position" int4,
    "last_position" int4,
    "seq" text,
    "purpose" text,
    "alternate_key" character varying(16),
    "comment" text,
    "compared" bool,
    "complement" bool,
    "chromosome" character varying(4),
    "essentiality" float8);
CREATE
COPY "proteins" FROM stdin;
CREATE  INDEX "protein_names" on "proteins" using btree ( "name" "varchar_ops" );
CREATE
CREATE  INDEX "protein_organism" on "proteins" using btree ( "organism" "text_ops" );
CREATE

real     1:04.49
user        3.14
sys         0.57

CREATE TABLE "comparisons_4" (
    "name1" character varying(16),
    "name2" character varying(16),
    "z_score" float8,
    "expected" float8,
    "local_overlap_ratio" float8,
    "local_overlap_count" int4,
    "overlap_ratio" float8,
    "code" int4);
CREATE
COPY "comparisons_4" FROM stdin;
CREATE  INDEX "comparisons_4_name1" on "comparisons_4" using btree ( "name1" "varchar_ops" );
CREATE
CREATE  INDEX "comparisons_4_name2" on "comparisons_4" using btree ( "name2" "varchar_ops" );
CREATE
CREATE  INDEX "comparisons_4_code" on "comparisons_4" using btree ( "code" "int4_ops" );
CREATE

real     7:04.43
user        5.87
sys         1.03

CREATE TABLE "concordance_91" (
    "target_name" character varying(16),
    "matched_name" character varying(16),
    "score" text);
CREATE
REVOKE ALL on "concordance_91" from PUBLIC;
CHANGE
GRANT ALL on "concordance_91" to PUBLIC;
CHANGE
COPY "concordance_91" FROM stdin;

real        0.60
user        0.01
sys         0.03

explain select * from comparisons_4 where name1 = 'HI0001';
NOTICE:  QUERY PLAN:

Seq Scan on comparisons_4  (cost=0.00..15640.81 rows=5918 width=64)

EXPLAIN
explain select count(*) from comparisons_4 where code = 80003;
NOTICE:  QUERY PLAN:

Aggregate  (cost=15655.61..15655.61 rows=1 width=0)
  ->  Seq Scan on comparisons_4  (cost=0.00..15640.81 rows=5918 width=0)

EXPLAIN
explain select p.name, p.purpose from comparisons_4 c, proteins p where c.name1 = 'HI0003' and c.name2 = p.name;
NOTICE:  QUERY PLAN:

Merge Join  (cost=22495.22..23029.70 rows=2180283 width=36)
  ->  Sort  (cost=16011.62..16011.62 rows=5918 width=12)
        ->  Seq Scan on comparisons_4 c  (cost=0.00..15640.81 rows=5918 width=12)
  ->  Sort  (cost=6483.60..6483.60 rows=36840 width=24)
        ->  Seq Scan on proteins p  (cost=0.00..3247.40 rows=36840 width=24)

EXPLAIN
explain select c.target_name, c.matched_name, c.score, p.purpose from concordance_91 c, proteins p where c.matched_name
=p.name; 
NOTICE:  QUERY PLAN:

Merge Join  (cost=6553.43..7026.43 rows=368400 width=60)
  ->  Sort  (cost=69.83..69.83 rows=1000 width=36)
        ->  Seq Scan on concordance_91 c  (cost=0.00..20.00 rows=1000 width=36)
  ->  Sort  (cost=6483.60..6483.60 rows=36840 width=24)
        ->  Seq Scan on proteins p  (cost=0.00..3247.40 rows=36840 width=24)

EXPLAIN
select * from comparisons_4 where name1 = 'HI0001'
 name1  |      name2      | z_score | expected | local_overlap_ratio | local_overlap_count | overlap_ratio | code
--------+-----------------+---------+----------+---------------------+---------------------+---------------+-------
 HI0001 | PDB1GAD_O       |  1869.5 |        0 |             0.83434 |                 332 |      0.817112 | 30012
 HI0001 | PDB1GAE_O       |  1861.8 |        0 |             0.83133 |                 332 |      0.814164 | 30012
 HI0001 | PDB3GPD_R       |  1432.2 |        0 |             0.63772 |                 334 |      0.628314 | 30012
 HI0001 | SCSW-G3P1_YEAST |  1425.3 |        0 |             0.65868 |                 334 |      0.648965 | 30000
 HI0001 | SCGP-1008189    |  1424.6 |        0 |             0.65868 |                 334 |      0.648965 | 30000
 HI0001 | ScTDH1          |  1424.6 |        0 |             0.65868 |                 334 |      0.648965 | 30013
 HI0001 | SCSW-G3P3_YEAST |  1417.5 |        0 |             0.65868 |                 334 |      0.648965 | 30000
 HI0001 | ScTDH3          |  1416.8 |        0 |             0.65868 |                 334 |      0.648965 | 30013
 HI0001 | SCGP-3720       |  1416.8 |        0 |             0.66168 |                 334 |      0.651921 | 30000
 HI0001 | SCGP-E243731    |  1416.8 |        0 |             0.65868 |                 334 |      0.648965 | 30000
 HI0001 | SCSW-G3P2_YEAST |  1405.9 |        0 |              0.6497 |                 334 |      0.640117 | 30000
 HI0001 | ScTDH2          |  1405.2 |        0 |              0.6497 |                 334 |      0.640117 | 30013
 HI0001 | SCPIR-DEBYG1    |  1405.2 |        0 |              0.6497 |                 334 |      0.640117 | 30000
 HI0001 | SCGP-3726       |  1398.7 |        0 |              0.6497 |                 334 |      0.640117 | 30000
 HI0001 | SCGP-3724       |  1371.5 |        0 |             0.63772 |                 334 |      0.628314 | 30000
 HI0001 | PDB4GPD_1       |  1357.8 |        0 |             0.64865 |                 333 |      0.637169 | 30012
 HI0001 | PDB2GD1_P       |  1226.4 |        0 |             0.57015 |                 335 |      0.563423 | 30012
 HI0001 | PDB2DBV_O       |  1217.4 |        0 |             0.56716 |                 335 |      0.560468 | 30012
 HI0001 | PDB4DBV_O       |    1207 |        0 |             0.56418 |                 335 |      0.557523 | 30012
 HI0001 | PDB1HDG_O       |  1020.4 |        0 |             0.48024 |                 329 |      0.466074 | 30012
 HI0001 | Rv1436          |   970.4 |        0 |             0.49558 |                 339 |       0.49558 | 30010
 HI0001 | PDB1CER_O       |   949.7 |        0 |             0.47734 |                 331 |      0.466075 | 30012
 HI0001 | PDB1NLH_        |   935.1 |        0 |             0.46847 |                 333 |      0.458825 | 30012
 HI0001 | PDB1GGA_A       |     918 |        0 |             0.52125 |                 353 |       0.51397 | 30012
 HI0001 | PDB1GYP_A       |   900.1 |        0 |             0.51275 |                 353 |      0.505589 | 30012
 HI0001 | MG301           |   866.7 |        0 |             0.43155 |                 336 |      0.427731 | 30004
 HI0001 | HP1346          |   850.3 |  6.9e-41 |             0.39222 |                 334 |      0.386435 | 30005
 HI0001 | TP0844          |   780.3 |  5.8e-37 |             0.46307 |                 352 |      0.465716 | 30014
 HI0001 | HP0921          |   762.6 |  5.6e-36 |             0.40407 |                 344 |       0.41003 | 30005
 HI0001 | MJ1146          |   124.7 |      1.9 |             0.25094 |                 267 |      0.195338 | 30007
(30 rows)


real       22.68
user        0.01
sys         0.03

select count(*) from comparisons_4 where code = 80003
 count
-------
  3231
(1 row)


real       21.49
user        0.01
sys         0.03

select p.name, p.purpose from comparisons_4 c, proteins p where c.name1 = 'HI0003' and c.name2 = p.name
  name   |
                                                  purpose
                                                                                                  

---------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
 HI0597  | hypothetical protein
 HI1033  | phosphoserine phosphatase (o-phosphoserine phosphohydrolase)
 HP0652  | phosphoserine phosphatase
 MG125   | hypothetical protein
 MG263   | hypothetical protein
 MG265   | hypothetical protein
 MJ1594  | phosphoserine phosphatase
 Rv3042c | (MTV012.57c), len: 409. The C-terminal domain (150-409) is highly similar to several SerB proteins e.g.
P06862|SERB_ECOLI.N-terminus (1-150) shows no similarity, FASTA score: sp|P06862|SERB_ECOLI PHOSPHOSERINE PHOSPHATASE
(EC3.1 (322 aa) opt: 628 z-score: 753.3 E(): 0; 46.8%identity in 235 aa overlap. TBparse score is 0.884 
 Rv3813c | (MTCY409.17), len: 273. Unknown, similar to many hypothetical proteins eg. YXEH_BACSU P54947 hypothetical
30.2kd protein in idh-deor (270 aa), fasta results; opt: 329 z-score: 456.0 E(): 2.2e-18, 32.2% identity in 267 aa
overlap
 TP0290  | conserved hypothetical protein
(10 rows)


real       23.13
user        0.01
sys         0.03

select c.target_name, c.matched_name, c.score, p.purpose from concordance_91 c, proteins p where c.matched_name =
p.name
 target_name | matched_name |  score   |
                              purpose
                            

-------------+--------------+----------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
 ECrpmA      | BB0780       | 0.635297 | ribosomal protein L27
 ECinfA      | BSInfA       | 0.680556 | initiation factor IF-1
 ECinfA      | HI0548       | 0.80952  | initiation factor IF-1
 ECrpmA      | HI0879       | 0.87059  | ribosomal protein L27
 ECrpmA      | HP0297       | 0.613632 | ribosomal protein L27
 ECinfA      | HP1298       | 0.61111  | translation initiation factor EF-1
 ECrpmA      | Rv2441c      | 0.616278 | (MTCY428.05), len: 86. Probable rpmA, similar to eg RL27_ECOLI P02427 50s
ribosomalprotein l27, (84 aa), fasta scores, opt: 328, E(): 7.1e-17, (64.2% identity in 81 aa overlap); contains
PS00831Ribosomal protein L27 signature 
 ECinfA      | Rv3462c      | 0.684936 | (MTCY13E12.15c), len: 73 aa. infA. Probable initiation factor IF-1. FASTA
results:identical to IF1_MYCBO P45957 initiation factor if-1 (72 aa) 
(8 rows)


real       11.16
user        0.01
sys         0.03


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