Right design for MySQL database
I want to build a MySQL database for开发者_运维知识库 storing the ranking of a game every 1h. Since this database will become quite large in a short time, I figured it's important to have a proper design. Therefor some advice would be gratefully appreciated.
In order to keep it as small as possible, I decided to log only the first 1500 positions of the ranking. Every ranking of a player holds the following values:
ranking position, playername, location, coordinates, alliance, race, level1, level2, points1, points2, points3, points4, points5, points6, date/timeMy approach was to simply grab all values of each top 1500 player every hour by a php script and insert them into the MySQL as one row. So every day the MySQL will grow 36,000 rows. I will have a second script that deletes every row that is older than 28 days, otherwise the database would get insanely huge. Both scripts will run as a cronjob.
The following queries will be performed on this data:
- The most important one is simply the query for a certain name. It should return all stats for the player for every hour as an array.
- The second is a query in which all players have to be returned that didn't gain points1 during a certain time period from the latest entry. This should return a list of players that didn't gain points (for the last 24h for example).
- The third is a query in which all players should be listed that lost a certain amount or more points2 in a certain time period from the latest entry.
The queries shouldn't take a lifetime, so I thought I should probably index playernames, points1 and points2.
Is my approach to this acceptable or will I run into a performance/handling disaster? Is there maybe a better way of doing this?
Here is where you risk a performance problem:
Your indexes will speed up your reads, but will considerably slow down your writes. Especially since your DB will have over 1 million rows in that one table at any given time. Since your writes are happening via cron, you should be okay as long as you insert your 1500 rows in batches rather than one round trip to the DB for every row. I'd also look into query compiling so that you save that overhead as well.
Ranhiru Cooray is correct, you should only store data like the player name once in the DB. Create a players table and use the primary key to reference the player in your ranking table. The same will go for
location
,alliance
andrace
. I'm guessing that those are more or less enumerated values that you can store in another table to normalize your design and be returned in your results with appropriatesJOIN
s. Normalizing your data will reduce the amount of redundant information in your database which will decrease it's size and increase it's performance.Your design may also be flawed in your
ranking position
. Can that not be calculated by the DB when you select your rows? If not, can it be done by PHP? It's the same as with invoice tables, you never store the invoice total because it is redundant. The items/pricing/etc can be used to calculate the order totals.With all the adding/deleting, I'd be sure to run
OPTIMIZE
frequently and keep good backups. MySQL tables---if using MyISAM---can become corrupted easily in high writing/deleting scenarios. InnoDB tends to fair a little better in those situations.
Those are some things to think about. Hope it helps.
精彩评论