从 oracle 合并到 mysql - npr 实例分析
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npr.org
Migration From Oracle to MySQL
An NPR Case Study
By Joanne Garlow
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OverviewBackground
Database Architecture
SQL Differences
Concurrency Issues
Useful MySQL Tools
Encoding Gotchas
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BackgroundNPR (National Public Radio)
Leading producer and distributor of radio programming
All Things Considered , Morning Edition , Fresh Air , Wait,
Wait, Don t Tell Me, etc .
Broadcasted on over 800 local radio stations nationwide
NPR Digital MediaWebsite (NPR.org) with audio content from radio programs
Web-Only content including blogs, slideshows, editorialcolumns
About 250 produced podcasts, with over 600 in directory
Mobile apps and sites
Syndication
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High-Level System Architecture
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Limitations of the OracleArchitecture
Reached capacity of single system to support our
load
Replication outside our budget
Databases crashes were becoming frequent
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Database Architecture GoalsRedundancy
Scalability
Load balancing
Separation of concerns
Better security
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High-Level System Architecture
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Updated by our Content Management System
Transaction Oriented Resource Contention Highly Normalized
Isolation from main website
Read-only by our webservers Horizontally scalable
Database Architecture
MainInnoDB
AMGMyISAM
PUBLICInnoDB
STATIONSInnoDB
Main
RO slave
MainRO slave
ContentMgmt System
Web Servers
Scripts BackupRO slave
Read and updated only by our website Low resource contention
Small tables or log tables Short Transactions
Updated by a nightly script
Read-only by our ContentManagement System Need fast full text queries(replacing Oracle Text) Large tables
Updated by a quarterly script Read-only from our website Some log type information written Low resource contention No transactions
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Issues When Converting SQLMySQL is case sensitive
Oracle outer join syntax (+) -> OUTER JOIN clause
Oracle returns a zero to indicate zero rows updated MySQL returns TRUE (1) to indicate it
successfully updated 0 rows
MySQL sorts null to the top, Oracle sorts null tothe bottom
Use order by colName desc for sorting asc with
nulls at bottom
M SQL has Limit clause YAY!
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Replacing Oracle SequencesInitialize a table with a single row:
CREATE TABLE our_seq (
id INT NOT NULL
);
INSERT INTO our_seq (id) VALUES (120000000);
Do the following to get the next number in the sequence :
UPDATE our_seq SET id=LAST_INSERT_ID(id+1);
SELECT LAST_INSERT_ID();
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Replacing Oracle SequencesFor updating many rows at once, get the total number of unique IDs you needfirst:
SELECT @totalRows := COUNT(*) FROM...
Then update npr_seq by that many rows:UPDATE npr_seq SET id=LAST_INSERT_ID(id+@totalRows);
and store that ID into another variable:SELECT @lastSeqId := LAST_INSERT_ID();
Then use the whole rownum workaround described above to get a unique value foreach row:INSERT INTO my_table (my_primary_id . . . ) SELECT@lastSeqId - (@rownum:=@rownum+1), . . . FROM (SELECT
@rownum:=-1) r, . . .
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Converting FunctionsNVL() -> IFNULL() or COALESCE()DECODE() -> CASE() or IF()Concatenating strings || -> CONCAT()
test || null returns test in Oracle
CONCAT(
test
,null) returns null in MySQLLTRIM and RTRIM -> TRIM()INSTR() works differently.
Use LOCATE() for Oracle s INSTR() with occurrences =1.SUBSTRING_INDEX() and REVERSE() might also work.
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Converting Datessysdate -> now()
Adding or subtracting
In Oracle 1 subtracts a dayIn MySQL - 1 subtracts a milisecond must
use interval
TRUNC() -> DATE()
TO_DATE and TO_CHAR -> STR_TO_DATE and
DATE_FORMAT
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Update DifferencesYou can't update a table that is used in the WHEREclause for the update (usually in an "EXISTS" or asubselect) in mysql.
UPDATE tableA SET tableA.col1 = NULLWHERE tableA.col2 IN(SELECT tableA.col2
FROM tableA A2, tableBWHERE tableB.col3 = A2.col3 AND
tableB.col4 = 123456);
You can join tables in an update like this (Mucheasier!):
UPDATE tableAINNER JOIN tableB ON tableB.col3 = tableA.col3SET tableA.col1 = NULLWHERE tableB.col4 = 123456;
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RANK() and DENSE_RANK()We really found no good MySQL equivalent for
these functions
We used GROUP_CONCAT() with an ORDER BY andGROUP BY to get a list in a single column over a
window of data
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CollationYou can set collation at the server, database,
table or column level.
Changing the collation at a higher level (say onthe database) won t change the collation for
preexisting tables or column.
Backups will use the original collation unlessyou specify all the way down to column level.
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Concurrency IssuesIn our first round of concurrency testing, our
system ground to a halt!
DeadlocksSlow Queries
MySQL configuration
sync_binlog = 1 // sync to disk, slow but safe
innodb_flush_log_at_trx_commit = 1 // write each
commit
transaction_isolation = READ-COMMITTED
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Useful MySQL ToolsMySQL Enterprise Monitor
http://www.mysql.com/products/enterprise/
MySQL GUI Tools Bundle:
http://dev.mysql.com/downloads/gui-tools/5.0.html
MySQL Query Browser similar to Oracle s SQL
Developer
MySQL Administrator
http://www.mysql.com/products/enterprise/http://dev.mysql.com/downloads/gui-tools/5.0.htmlhttp://dev.mysql.com/downloads/gui-tools/5.0.htmlhttp://dev.mysql.com/downloads/gui-tools/5.0.htmlhttp://dev.mysql.com/downloads/gui-tools/5.0.htmlhttp://dev.mysql.com/downloads/gui-tools/5.0.htmlhttp://dev.mysql.com/downloads/gui-tools/5.0.htmlhttp://dev.mysql.com/downloads/gui-tools/5.0.htmlhttp://dev.mysql.com/downloads/gui-tools/5.0.htmlhttp://dev.mysql.com/downloads/gui-tools/5.0.htmlhttp://dev.mysql.com/downloads/gui-tools/5.0.htmlhttp://dev.mysql.com/downloads/gui-tools/5.0.htmlhttp://dev.mysql.com/downloads/gui-tools/5.0.htmlhttp://dev.mysql.com/downloads/gui-tools/5.0.htmlhttp://dev.mysql.com/downloads/gui-tools/5.0.htmlhttp://dev.mysql.com/downloads/gui-tools/5.0.htmlhttp://www.mysql.com/products/enterprise/http://www.mysql.com/products/enterprise/http://www.mysql.com/products/enterprise/http://www.mysql.com/products/enterprise/http://www.mysql.com/products/enterprise/http://www.mysql.com/products/enterprise/http://www.mysql.com/products/enterprise/ -
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Innotop and innoDB Statusinnotop
http://code.google.com/p/innotop
Helped us identify deadlocks and slow queries(don t forget the slow query log!)
In mysql, use
show engine innodb status\G;
Useful for contention and locking issues
http://code.google.com/p/innotophttp://code.google.com/p/innotophttp://code.google.com/p/innotophttp://code.google.com/p/innotophttp://code.google.com/p/innotophttp://code.google.com/p/innotophttp://code.google.com/p/innotophttp://code.google.com/p/innotop -
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Query ProfilingTry the Query Profiler with Explain Plan when
debugging slow queries
http://dev.mysql.com/tech-resources/articles/using-new-query-profiler.html
http://dev.mysql.com/tech-resources/articles/using-new-query-profiler.htmlhttp://dev.mysql.com/tech-resources/articles/using-new-query-profiler.htmlhttp://dev.mysql.com/tech-resources/articles/using-new-query-profiler.htmlhttp://dev.mysql.com/tech-resources/articles/using-new-query-profiler.htmlhttp://dev.mysql.com/tech-resources/articles/using-new-query-profiler.htmlhttp://dev.mysql.com/tech-resources/articles/using-new-query-profiler.htmlhttp://dev.mysql.com/tech-resources/articles/using-new-query-profiler.htmlhttp://dev.mysql.com/tech-resources/articles/using-new-query-profiler.htmlhttp://dev.mysql.com/tech-resources/articles/using-new-query-profiler.htmlhttp://dev.mysql.com/tech-resources/articles/using-new-query-profiler.htmlhttp://dev.mysql.com/tech-resources/articles/using-new-query-profiler.htmlhttp://dev.mysql.com/tech-resources/articles/using-new-query-profiler.htmlhttp://dev.mysql.com/tech-resources/articles/using-new-query-profiler.htmlhttp://dev.mysql.com/tech-resources/articles/using-new-query-profiler.htmlhttp://dev.mysql.com/tech-resources/articles/using-new-query-profiler.htmlhttp://dev.mysql.com/tech-resources/articles/using-new-query-profiler.htmlhttp://dev.mysql.com/tech-resources/articles/using-new-query-profiler.htmlhttp://dev.mysql.com/tech-resources/articles/using-new-query-profiler.htmlhttp://dev.mysql.com/tech-resources/articles/using-new-query-profiler.html -
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Continuing IssuesBugs with innodb locking specific records (as
opposed to gaps before records)
Uncommitted but timed out transactionsUse innotop or show engine innodb status\G;
and look for threads waiting for a lock but no
locks blocking them
Requires MySQL reboot
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Questions?Joanne Garlow
[email protected] http://www.npr.org/blogs/inside
mailto:[email protected]://www.npr.org/blogs/insidehttp://www.npr.org/blogs/insidehttp://www.npr.org/blogs/insidehttp://www.npr.org/blogs/insidehttp://www.npr.org/blogs/insidehttp://www.npr.org/blogs/insidehttp://www.npr.org/blogs/insidehttp://www.npr.org/blogs/insidemailto:[email protected]:[email protected]:[email protected]