数据库上云实践:使用Ora2pg进行数据库迁移

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概述

本文将介绍如何使用 Oracle到postgresql的迁移使用ora2pg工具。配置环境后,你将了解如何编写配置文件,进行数据库迁移任务。

重要

  • 在本教程中,你将了解如何执行以下操作:
  • 编写ora2pg配置文件
  • 通过配置文件将Oracle中的表、序列、视图、同义词、函数过程包进行迁移

前置条件

  • perl解释器
  • perl 模块 DBD(DataBase Description) *DBI(DataBase Interface)
  • ora2pg源码

配置环境

Win环境配置

  1. perl解释器安装: strawberry-perl-5.32.1.1-64bit.msi
  2. 在win下 strawberry-perl(version 5.32以后)自带DBD::OracleDBD::Pg.
perl -MCPAN -e install DBD::Oracle perl -MCPAN -e install DBD::Pg
  1. 利用perl解释器,解释makefile.pl文件,配置环境并安装ora2pg。win下使用gmake指令
cd ora2pg  perl Makefile.PL gmake && gmake install
  1. DBI的安装需要下载源码包,通过源码安装(在win下,可以使用gmake指令)
tar -zxvf DBI-1.641.tar.gz cd DBI-1.641 perl Makefile.PL gmake && gmake install
  1. 安装Oracle客户端

linux环境配置

  1. perl版本5.10以上,安装依赖包perl-ExtUtils-CBuilderperl-ExtUtils-MakeMaker(注:win下的strawberry-perl自带这两个包)

    yum install -y perl perl-ExtUtils-CBuilder perl-ExtUtils-MakeMaker
  2. 安装DBI

    tar -zxvf DBI-1.641.tar.gz cd DBI-1.641 perl Makefile.PL make && make install
  3. 安装Oracle客户端(略)

        rpm -ivh oracle-instantclient12.2-basic-12.2.0.1.0-1.x86_64.rpm     rpm -ivh oracle-instantclient12.2-devel-12.2.0.1.0-1.x86_64.rpm     rpm -ivh oracle-instantclient12.2-jdbc-12.2.0.1.0-1.x86_64.rpm     rpm -ivh oracle-instantclient12.2-sqlplus-12.2.0.1.0-1.x86_64.rpm
  4. 安装DBD-Oracle

    定义ORACLE_HOME环境变量

    tar -zxvf DBD-Oracle-1.74.tar.gz cd DBD-Oracle-1.74 perl Makefile.PL make && make install
  5. 安装DBD:PG

    #使用官方提供的yum安装方式 #Linux系统版本centos7 64位版本 #Pg版本为12 yum install -y https://download.postgresql.org/pub/repos/yum/reporpms/EL-7-x86_64/pgdg-redhat-repo-latest.noarch.rpm yum install postgresql12 yum install postgresql12-server yum install postgresql12-contrib  #配置开机启动与启动 systemctl enable postgresql-12 systemctl start postgresql-12 #修改配置文件 #打开并编辑文件“/var/lib/pgsql/12/data/postgresql.conf”。将“#listen_addresses = ‘localhost’”改为“listen_addresses = ‘*’” #打开并编辑文件“/var/lib/pgsql/12/data/pg_hba.conf”。在文件的末尾添加“host all all 0.0.0.0/0 md5” #设置pgsql的环境变量
  6. 安装Ora2PG

    tar -zxvf ora2pg-22.1.tar.bz2cd ora2pg-22.1/perl Makefile.PLmake && make install

Ora2Pg使用方法

编写conf文件,执行指令将Oracle转化为Postgresql

ora2pg -c ora2pg_table.conf

配置文件ora2pg_table.conf

PG_VERSION 12 ORACLE_HOME  /home/oracle/app/oracle/product/11.2.0/dbhome_1 ORACLE_DSN  dbi:Oracle:host=xx.xx.x.xxx;service_name=xxx;port=xx ORACLE_USER xxxxxx ORACLE_PWD  ###### USER_GRANTS 1 SCHEMA  xxxx TYPE TABLE PG_NUMERIC_TYPE    0 PG_INTEGER_TYPE    1 DEFAULT_NUMERIC float #SKIP    fkeys pkeys ukeys indexes checks NLS_LANG    AMERICAN_AMERICA.UTF8 OUTPUT    /home/ora2pg/xxxxx.sql

配置文件解释:Oracle数据库连接配置项

ORACLE_HOME

使用ORACLE_HOME作为环境变量,ora2pg可以通过该参数找到Perl的DBD模块连接ORACLE数据库所需要的依赖包。

  • 若在Linux环境下,该变量可能为: /home/oracle/app/oracle/product/11.2.0/dbhome_1
  • 若在Windows环境下,该变量可能为:D:\app\Administrator\product\11.2.0\dbhome_1
ORACLE_DSN
该参数与Oracle数据库具体配置有关,主要为数据库的

host,sid,port等参数

dbi:Oracle:host=oradb_host.myhost.com;sid=DB_SID;port=1521dbi:Oracle:DB_SID #On 18c this could be for example:dbi:Oracle:host=192.168.1.29;service_name=pdb1;port=1521 #for the second notation the SID should be declared in the well known #file $ORACLE_HOME/network/admin/tnsnames.ora or in the path given to#the TNS_ADMIN environment variable. #For MySQL the DSN will lool like this:dbi:mysql:host=192.168.1.10;database=sakila;port=3306 the 'sid' part is replaced by 'database'.
ORACLE_USER et ORACLE_PWD
USER和PWD表示Oracle数据库的用户名和密码,选用账号的时候尽量选择DBA权限的账号,以防止数据库扫描时出现的权限问题。
  • 若配置文件*.conf未设置该参数,可安装perl的Term::ReadKey模块,在执行指令时的交互式命令行输入账号密码
  • 连接本地的数据据库实例如果为"as sysdba",那么可以将ORACLE_USER设置为"",密码为空
USER_GRANTS
  • 如果连接Oracle数据库为普通,该值设置为1,此时没有权限抽取DBA 表格,此时将会使用ALL 表格
  • 若导出类型为GRANT,该值必须设置为0,否者将无效。
TRANSACTION*

事务隔离类型,如果需要改变导出数据的默认隔离级别,需要设置该参数,总共由4中事务隔离类型:

  • READ ONLY
  • READ WRITE
  • ISOLATION LEVEL SERIALIZABLE
  • ISOLATION LEVEL READ COMMITTED

基本原理

在Oarcle数据库和Postgresql数据库中间,使用一台机器,这台机器实现将Oracle数据库的元数据导出,并根据数据库中的表格、序列、视图等内容生成符合Postgresql语法的DDL(data definition language),并保存为相应的 *.sql文件按

数据类型变化(参考Ora2PG源码定义)

our %TYPE = (	'NUMBER' => 'numeric', # CHAR types limit of 2000 bytes with defaults to 1 if no length # is specified. PG char type has max length set to 8104 so it # should match all needs 				'CHAR' => 'char', 				'NCHAR' => 'char', # VARCHAR types the limit is 2000 bytes in Oracle 7 and 4000 in # Oracle 8. PG varchar type has max length iset to 8104 so it # should match all needs 				'VARCHAR' => 'varchar',                 'NVARCHAR' => 'varchar',                 'VARCHAR2' => 'varchar',                 'NVARCHAR2' => 'varchar',                 'STRING' => 'varchar', # The DATE data type is used to store the date and time # information. PG type timestamp should match all needs. 				'DATE' => 'timestamp', # Type LONG is like VARCHAR2 but with up to 2Gb. PG type text # should match all needs or if you want you could use blob  				'LONG' => 'text', # Character data of variable length 				'LONG RAW' => 'bytea', # Types LOB and FILE are like LONG but with up to 4Gb. PG type # text should match all needs or if you want you could use blob # (large object) 				'CLOB' => 'text', # A large object containing single-byte characters 				'NCLOB' => 'text', # A large object containing national character set data 				'BLOB' => 'bytea', # Binary large object # The full path to the external file is returned if destination type is text. # If the destination type is bytea the content of the external file is returned. 				'BFILE' => 'bytea', # Locator for external large binary file # The RAW type is presented as hexadecimal characters. The # contents are treated as binary data. Limit of 2000 bytes # PG type text should match all needs or if you want you could # use blob (large object)、 				'RAW' => 'bytea',                 'ROWID' => 'oid',                 'UROWID' => 'oid',                 'FLOAT' => 'double precision',                 'DEC' => 'decimal',                 'DECIMAL' => 'decimal',                 'DOUBLE PRECISION' => 'double precision',                 'INT' => 'numeric',                 'INTEGER' => 'numeric',                 'BINARY_INTEGER' => 'integer',                 'PLS_INTEGER' => 'integer',                 'REAL' => 'real',                 'SMALLINT' => 'smallint',                 'BINARY_FLOAT' => 'double precision',                 'BINARY_DOUBLE' => 'double precision',                 'TIMESTAMP' => 'timestamp',                 'BOOLEAN' => 'boolean',                 'INTERVAL' => 'interval',                 'XMLTYPE' => 'xml',                 'TIMESTAMP WITH TIME ZONE' => 'timestamp with time zone',                 'TIMESTAMP WITH LOCAL TIME ZONE' => 'timestamp with time zone',                 'SDO_GEOMETRY' => 'geometry'                 );

常见的Oracle对象到Postgresql数据库的转换

ORACLE POSTGRESQL
Database Link Foreign Data Wrapper
External Table Foreign Table
Synonym View / Set search_path
Global Temporary Table Unlogged Table / Temp Table
Virtual column View / Function / Trigger
Connect by With Recursive
Reverse Index Functional Index
Index Organized Table (IOT table) Cluster the table according to an Index
Oracle
CREATE PUBLIC DATABASE LINK remote_service USING 'remote_db'; SELECT * FROM employees@remote_service;
Postgresql
CREATE SERVER remote_service FOREIGN DATA WRAPPER oracle_fdw OPTIONS (dbserver 'remote_db'); CREATE USER MAPPING FOR current_user SERVER remote_service OPTIONS (user 'scott', password 'tiger'); CREATE FOREIGN TABLE employees_fdw (<columns_list>) SERVER remote_service OPTIONS(schema 'HR',table 'EMPLOYEES');

外部表(External Tables)

假设有这么一张表

cat /data/ext/file_ext.csv 1234,ALBERT,GRANT,21 1235,ALFRED,BLUEOS,26 1236,BERNY,JOLYSE,34
Oracle
CREATE OR REPLACE DIRECTORY ext_dir AS '/data/ext/'; CREATE TABLE ext_table (     empno VARCHAR2(4),      firstname VARCHAR2(20),      lastname VARCHAR2(20),     age VARCHAR2(2) ) ORGANIZATION EXTERNAL (DEFAULT DIRECTORY ext_dir ACCESS PARAMETERS (…LOCATION ('file_ext.csv')));
Postgresql
CREATE FOREIGN TABLE ext_table(     empno VARCHAR(4),     firstname VARCHAR(20),     lastname VARCHAR(20),     age VARCHAR(2) )SERVER ext_dir OPTIONS (filename '/data/ext/file_ext.csv', format 'csv', delimiter ',');

同义词(Synonyms)

Synonyms are not supported in PostgreSQL

Oracle
CREATE PUBLIC SYNONYM emp_table FOR hr.employees [@ dblink];
Postgresql

有两种方式search pathview

--search path – session level – no permanent effect, it needs to be set for every connectionSET search_path TO other_schema; --search path – role or database level – it takes permanent effect--@postgresqlalter database <database_name> set search_path = "other_schema";--@database_namealter role <role_name> set search_path = "other_schema";--view:CREATE VIEW public.emp_table AS SELECT * FROM hr.employees;ALTER VIEW public.emp_table OWNER TO hr;GRANT ALL ON public.emp_table TO PUBLIC;

全局临时表(Global Temporary Tables)

Option 1: Unlogged Table:

Oracle
CREATE GLOBAL TEMPORARY TABLE MY_CONTRACT_MONTH(         ID NUMBER(10),     CMONTH DATE )ON COMMIT DELETE ROWS;
PostgreSQL
CREATE UNLOGGED TABLE MY_CONTRACT_MONTH(     ID number,     CMONTH timestamp,     pid bigint default pg_backend_pid() );  ALTER TABLE MY_CONTRACT_MONTH ENABLE ROW LEVEL SECURITY; ALTER TABLE MY_CONTRACT_MONTH FORCE ROW LEVEL SECURITY;  CREATE POLICY cm_pid ON MY_CONTRACT_MONTH TO <role_name>  USING (pid = (selectpg_backend_pid()));

在Postgresql中Role即User,若表格不保存日志,对于 Unlogged 表,必须实现行级安全,以防止会话查询其他会话数据。还需要实施一项作业,以消除非活动会话的未记录表上的数据

DELETE FROM smdr.contract_months cm WHERE not exists (select 1 from pg_stat_activity psa where psa.pid = cm.pid);

Option 2: Temp Table:

Oracle
CREATE GLOBAL TEMPORARY TABLE MY_CONTRACT_MONTH(     ID NUMBER(10),     CMONTH DATE )ON COMMIT DELETE ROWS; --Oracle 永久存储临时表的定义,就像常规表的定义一样。
PostgreSQL
CREATE GLOBAL TEMPORARY TABLE MY_CONTRACT_MONTH(     ID NUMERIC,     CMONTH TIMESTAMP )ON COMMIT DELETE ROWS;

CREATE TEMPORARY TABLE 语句创建一个临时表,该表在会话或当前事务结束时自动删除(ON COMMIT DROP 选项。在转换过程中,您需要从应用程序代码中提取 CREATE TEMPORARY TABLE 语句,存储过程、触发器等并执行它们一次以创建临时表定义。Oracle 不支持 ON COMMIT DROP,因此如果需要此选项,则需要明确每次提交后执行 DROP TABLE 语句 ON COMMIT PRESERVE ROWS 是 PostgreSQL 中的默认值,ON COMMIT DELETE ROWS 是 Oracle 中的默认值

Virtual Column

Oracle
CREATE TABLE VIRT_COL_TABLE (   id NUMBER,   first_name VARCHAR2(10),   last_name VARCHAR2(10),   salary NUMBER(9,2),   comm1 NUMBER(3),   comm2 NUMBER(3),   salary1 AS (ROUND(salary*(1+comm1/100),2)),   salary2 NUMBER GENERATED ALWAYS AS (ROUND(salary*(1+comm2/100),2)) VIRTUAL );
PostgreSQL
CREATE TABLE virt_col_table (   id bigint NOT NULL,   first_name varchar(10),   last_name varchar(10),   salary double precision,   comm1 smallint,   comm2 smallint,   salary1 bigint,   salary2 bigint);

Ora2pg通过一个包含触发器的定义的额外文件 VIRTUAL_COLUMNS_(...).sql,来实现原始Virtual Column的默认值

DROP TRIGGER IF EXISTS virt_col_VIRT_COL_TABLE_trigger ON VIRT_COL_TABLE CASCADE; CREATE OR REPLACE FUNCTION fct_virt_col_VIRT_COL_TABLE_trigger()   RETURNS trigger  AS $BODY$ BEGINNEW.SALARY2 = ROUND(NEW.SALARY*(1+NEW.COMM2/100),2); NEW.SALARY1 = ROUND(NEW.SALARY*(1+NEW.COMM1/100),2); RETURN NEW; end  $BODY$ LANGUAGE 'plpgsql' SECURITY DEFINER; CREATE TRIGGER virt_col_VIRT_COL_TABLE_trigger BEFORE INSERT OR UPDATE ON VIRT_COL_TABLE FOR EACH ROWEXECUTE PROCEDURE fct_virt_col_VIRT_COL_TABLE_trigger();

Connect By – Hierarchical query

在Oracle通过connect by (子句) 以实现层级遍历,而在PostgreSQL中使用WITH RECURSIVE (子句)

Oracle
CREATE TABLE taxonomy (   key NUMBER(11) NOT NULL CONSTRAINT taxPkey PRIMARY KEY,   value VARCHAR2(255),taxHier NUMBER(11) ); ALTER TABLE taxonomy ADD CONSTRAINT taxTaxFkey FOREIGN KEY (taxHier) REFERENCEStax(key); SELECT value FROM taxonomy CONNECT BY PRIOR key = taxHier START WITH key = 0;
PostgreSQL
WITH RECURSIVE cte AS (   SELECT key, value, 1 AS level      FROM taxonomy     WHERE key = 0   UNION ALL   SELECT t.key, t.value, c.level + 1     FROM cte c      JOIN taxonomy t ON t.taxHier = c.key   ) SELECT value FROM cte ORDER BY level;

反向索引(Reverse Index)

当反向索引应用于 TEXT 列时,此解决方法有效。

Oracle
CREATE TABLE REV_TEMP (   Id NUMBER(10) NOT NULL PRIMARY KEY,   Description VARCHAR2(512) NOT NULL ); CREATE INDEX REV_TEMP_N1 ON REV_TEMP(Description) REVERSE;
PostgreSQL
CREATE TABLE REV_TEMP (   Id NUMERIC(10) NOT NULL PRIMARY KEY,   Description VARCHAR(512) NOT NULL ); CREATE INDEX REV_TEMP_N1 ON REV_TEMP(REVERSE(Description));

索引组织表(Index Organized Table)

Oracle 数据库默认使用堆表。 可以使用 ORGANIZATION INDEX 子句创建索引组织表,Oracle 数据库始终使用主键作为集群键。

Oracle
CREATE TABLE IOT_TEMP (   Id NUMBER(10) NOT NULL PRIMARY KEY,   Description VARCHAR2(512) NOT NULL ) ORGANIZATION INDEX;
PostgreSQL

PostgreSQL 只使用堆表。 但是,使用 CLUSTER 子句将堆表的内容与索引对齐。

CREATE TABLE IOT_TEMP (   Id NUMERIC(10) NOT NULL PRIMARY KEY,   Description VARCHAR(512) NOT NULL ); CREATE INDEX IOT_TEMP_N1 ON IOT_TEMP(ID);

job梳理与改造

SELECT JOB,WHAT,INTERVAL,SCHEMA_USER FROM ALL_JOBS WHERE SCHEMA_USER='SJCK'

Known Unsupported

  • Type inheritance and type with member method are not supported
  • Global indexes over partitions are not supported
  • Compound triggers are not supported