PostgreSQL 服务器日志配置
本文写于 2018 年。下方表结构对应 PostgreSQL 10 的 23 列 CSV 格式,Filebeat 示例使用当时的 prospectors 配置。
CSV 日志可以导入 PostgreSQL 表,也可以通过 file_fdw 直接查询。
日志配置
log_destination = 'csvlog'
logging_collector = on
log_directory = 'log'
log_filename = 'postgresql-%a.log'
log_min_duration_statement = 1000
log_checkpoints = on
log_lock_waits = on
log_statement = 'ddl'
log_replication_commands = on
log_timezone = 'UTC'
log_autovacuum_min_duration = 1000
track_io_timing = on
track_functions = all
track_activity_query_size = 16384最后三项用于运行统计,不控制日志输出。logging_collector 和 track_activity_query_size 需要重启服务器生效。按星期命名的文件每周会重用同一名称,应按所需保留时间设置轮转和清理规则。
日志收集
原方案使用 Filebeat 将本地日志转发到 Kafka。请替换文件路径和 Kafka 地址。这个旧版示例从已有文件末尾开始读取,按时间戳模式合并行,最多合并 20 行;它不能完整识别任意多行消息的 CSV 记录边界。
filebeat.prospectors:
- type: log
enabled: true
paths:
- /pg/data/log/postgresql-*.csv
document_type: db-trace
tail_files: true
multiline.pattern: '^20\d\d-\d\d-\d\d'
multiline.negate: true
multiline.match: after
multiline.max_lines: 20
max_cpus: 1
filebeat.config.modules:
path: ${path.config}/modules.d/*.yml
reload.enabled: false
queue.mem:
events: 1024
flush.min_events: 0
flush.timeout: 1s
output.kafka:
hosts: ["kafka.example.com:9092"]
topics:
- topic: 'log.db'CSV 日志格式
将日志映射为表后,就能用 SQL 分析。下列表结构与 PostgreSQL 10 的 CSV 字段 一致。后续版本增加了列,导入时应使用产生日志的服务器版本对应的表结构:
-- 日志表结构
create table postgresql_log
(
log_time timestamp(3) with time zone,
user_name text,
database_name text,
process_id integer,
connection_from text,
session_id text not null,
session_line_num bigint not null,
command_tag text,
session_start_time timestamp with time zone,
virtual_transaction_id text,
transaction_id bigint,
error_severity text,
sql_state_code text,
message text,
detail text,
hint text,
internal_query text,
internal_query_pos integer,
context text,
query text,
query_pos integer,
location text,
application_name text,
PRIMARY KEY (session_id, session_line_num)
);导入日志
用 COPY 导入已经关闭的 CSV 日志文件,服务器需要有文件读取权限。文件在客户端机器上时,改用 psql 的 \copy。日志轮转后再导入完整文件,每个文件只导入一次。
COPY postgresql_log FROM '/pg/data/log/postgresql-Mon.csv' WITH (FORMAT csv);映射日志
file_fdw 可以直接查询本地 CSV 文件,无需先复制到表中。用具备扩展和服务器文件访问权限的角色执行以下设置。示例假定文件位于 /pg/data/log,且星期名为英文缩写,请按实际输出调整路径。部分星期文件尚不存在时,先查询已有文件对应的子表。
CREATE SCHEMA IF NOT EXISTS monitor;
-- This session only
SET search_path = monitor, pg_catalog;
-- extension
CREATE EXTENSION IF NOT EXISTS file_fdw WITH SCHEMA monitor;
-- log parent table: empty
CREATE TABLE monitor.pg_log
(
log_time timestamp(3) with time zone,
user_name text,
database_name text,
process_id integer,
connection_from text,
session_id text,
session_line_num bigint,
command_tag text,
session_start_time timestamp with time zone,
virtual_transaction_id text,
transaction_id bigint,
error_severity text,
sql_state_code text,
message text,
detail text,
hint text,
internal_query text,
internal_query_pos integer,
context text,
query text,
query_pos integer,
location text,
application_name text,
PRIMARY KEY (session_id, session_line_num)
);
COMMENT ON TABLE monitor.pg_log IS 'PostgreSQL csv log schema';
-- local file server
CREATE SERVER IF NOT EXISTS pg_log FOREIGN DATA WRAPPER file_fdw;
-- Change filename to actual path
CREATE FOREIGN TABLE IF NOT EXISTS monitor.pg_log_mon() INHERITS (monitor.pg_log) SERVER pg_log OPTIONS (filename '/pg/data/log/postgresql-Mon.csv', format 'csv');
CREATE FOREIGN TABLE IF NOT EXISTS monitor.pg_log_tue() INHERITS (monitor.pg_log) SERVER pg_log OPTIONS (filename '/pg/data/log/postgresql-Tue.csv', format 'csv');
CREATE FOREIGN TABLE IF NOT EXISTS monitor.pg_log_wed() INHERITS (monitor.pg_log) SERVER pg_log OPTIONS (filename '/pg/data/log/postgresql-Wed.csv', format 'csv');
CREATE FOREIGN TABLE IF NOT EXISTS monitor.pg_log_thu() INHERITS (monitor.pg_log) SERVER pg_log OPTIONS (filename '/pg/data/log/postgresql-Thu.csv', format 'csv');
CREATE FOREIGN TABLE IF NOT EXISTS monitor.pg_log_fri() INHERITS (monitor.pg_log) SERVER pg_log OPTIONS (filename '/pg/data/log/postgresql-Fri.csv', format 'csv');
CREATE FOREIGN TABLE IF NOT EXISTS monitor.pg_log_sat() INHERITS (monitor.pg_log) SERVER pg_log OPTIONS (filename '/pg/data/log/postgresql-Sat.csv', format 'csv');
CREATE FOREIGN TABLE IF NOT EXISTS monitor.pg_log_sun() INHERITS (monitor.pg_log) SERVER pg_log OPTIONS (filename '/pg/data/log/postgresql-Sun.csv', format 'csv');提取日志字段
这些函数从英文日志消息中提取耗时、语句文本和形似 IPv4 的文本。耗时单位为毫秒。函数仅处理示例中的消息格式,不覆盖所有扩展查询协议或本地化消息:
CREATE OR REPLACE FUNCTION extract_duration(statement TEXT)
RETURNS FLOAT AS $$
DECLARE
found_duration BOOLEAN;
BEGIN
SELECT position('duration' in statement) > 0
into found_duration;
IF found_duration
THEN
RETURN (SELECT regexp_matches [1] :: FLOAT
FROM regexp_matches(statement, '^duration: ([0-9]+(?:\.[0-9]+)?) ms')
LIMIT 1);
ELSE
RETURN NULL;
END IF;
END
$$
LANGUAGE plpgsql
IMMUTABLE;
CREATE OR REPLACE FUNCTION extract_statement(statement TEXT)
RETURNS TEXT AS $$
DECLARE
found_statement BOOLEAN;
BEGIN
SELECT position('statement' in statement) > 0
into found_statement;
IF found_statement
THEN
RETURN (SELECT regexp_matches [1]
FROM regexp_matches(statement, 'statement: (.*)')
LIMIT 1);
ELSE
RETURN NULL;
END IF;
END
$$
LANGUAGE plpgsql
IMMUTABLE;
CREATE OR REPLACE FUNCTION extract_ip(app_name TEXT)
RETURNS TEXT AS $$
DECLARE
ip TEXT;
BEGIN
SELECT regexp_matches [1]
into ip
FROM regexp_matches(app_name, '(\d+\.\d+\.\d+\.\d+)')
LIMIT 1;
RETURN ip;
END
$$
LANGUAGE plpgsql
IMMUTABLE;