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17
SEP
2009Where Redis is a Good Fit
Like any system, Redis has strengths and weaknesses. Some of the biggest positives with Redis are:
- It's wicked fast. In fact, it may just be the fastest key-value store.
- The collection types and the atomic operations that work on them allow you to model some moderately complex data scenarios. This makes Redis fit some higher order problems where a simple key-value store wouldn't quite be enough.
- The snapshot data dumping model can be an asset. You get persistence with Redis, but you pay a minimal penalty for it.
Of course, there are always some minuses. These are the two I consider the most important:
- Redis is an in-memory data store, first and foremost. That means your entire dataset must fit completely in RAM and leave enough breathing room for anything else the server must do.
- Snapshot backups are not perfect. If Redis fails between snapshots, you can lose data. You need to make sure that's acceptable for any application you use it in.
It may seem weird to call snapshots both a pro and a con, but it does work for you in some ways and against you in others. You have to decide where the trade-off is worth it.
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16
SEP
2009Lists and Sets in Redis
[Update: though all of the techniques I show here still apply, many methods of the Redis gem have changed names to match the actual Redis commands they call. There are also easier and more powerful ways to do some of what I show in here, thanks to additions to Redis.]
Redis adds one huge twist to traditional key-value storage: collections. Supporting both lists and sets through some very powerful atomic operations allows for advanced key-value usage.
Lists
Redis allows a single key to hold a list of values. This is your typical ordered list with the operations you would expect: appending, indexed access, and access to a range of values.
This has many potential uses. I'll cover two that I think will be very common. First, if you are going to use Redis as a full database, you store things that are naturally a list of items, like comments, in a real list. Let's look at some code:
#!/usr/bin/env ruby -wKU require "redis" CLEAR = `clear` # create an article to comment on db = Redis.new article_id = db.incr("global:next_article_id") article = "article:#{article_id}" class << article def method_missing(field, *args, &blk) return super unless field.to_s !~ /[!?=]\z/ && args.empty? && blk.nil? "#{self}:#{field}" end end db[article.title] = "My Favorite Language" db[article.body] = "I love Ruby!" # initialize some session details comments_per_page = 2 comment_page = 1 login = ARGV.shift || "JEG2" loop do # show article print CLEAR puts "#{db[article.title]}:" puts " #{db[article.body]}" # paginate comments start = comments_per_page * (comment_page - 1) finish = start + comments_per_page - 1 comments = db.list_range(article.comments, start, finish) pagination = Array(start.zero? ? nil : "(p)revious") pagination << "(n)ext" if db.list_length(article.comments) - 1 > finish # show comments comments.each do |comment| posted, user, body = comment.split("|", 3) puts "----" puts " #{body}" puts " posted by #{user} on #{posted}" end # handle commands puts print "Command? [#{(%w[(c)omment (q)uit] + pagination).join(', ')}] " case (command = gets) when /\Ac(?:omment)?\Z/i # add a comment print "Your comment? " comment = gets or break posted = Time.now.strftime('%m/%d/%Y at %H:%M:%S') db.push_tail(article.comments, "#{posted}|#{login}|#{comment.strip}") when /\Ap(?:revious)?\Z/i # view previous page of comments if pagination.first =~ /\A\(p\)/ comment_page -= 1 else puts "You are on the first page of comments." gets or break end when /\An(?:ext)?\Z/i # view next page of comments if pagination.last =~ /\A\(n\)/ comment_page += 1 else puts "You are on the last page of comments." gets or break end when /\Aq(?:uit)?\Z/i, nil # exit program break end end
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15
SEP
2009Using Redis as a Key-Value Store
[Update: though all of the techniques I show here still apply, many methods of the Redis gem have changed names to match the actual Redis commands they call.]
Redis is a first and foremost a server providing key-value storage. As such, the primary features of any client library are for connecting to the server and manipulating those key-value pairs.
Connecting to the Server
Connecting to the Redis server can be as simple as
Redis.new
, thanks to some defaults in both the server and Ezra's Ruby client library for talking to that server. I won't pass any options to the constructor calls below, but you can use any of the following as needed:-
:host
if you need to connect to an external host instead of the default 127.0.0.1 -
:port
if you need to use something other than the default port of 6379 -
:password
if you configured Redis to require a password on connection -
:db
if you want to select one of the multiple configured databases, other than the default of 0 (databases are identified by a zero-based index) -
:timeoeut
if you want a different timeout for Redis communication than the default of 5 seconds -
:logger
if you want the library to log activity as it works
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14
SEP
2009Setting up the Redis Server
Before we can play with Redis, you will need to get the server running locally. Luckily, that's very easy.
Installing Redis
Building Redis is a simple matter of grabbing the code and compiling it. Once built, you can place the executables in a convenient location in your
PATH
. On my box, I can do all of that with these commands:curl -O http://redis.googlecode.com/files/redis-1.0.tar.gz tar xzvf redis-1.0.tar.gz cd redis-1.0 make sudo cp redis-server redis-cli redis-benchmark /usr/local/bin
Those commands build version 1.0 of the server, which is the current stable release as of this writing. You may need to adjust the version numbers down the road to get the latest releases though.
I also copied the executables to where I prefer to have them:
/usr/local/bin
. Feel free to change that directory in the last command to whatever you prefer.If you will be talking to Redis from Ruby, as I will show in all of my examples, you are going to need a client library. I recommend Ezra Zygmuntowicz's redis-rb. You can install that gem with:
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14
SEP
2009Using Key-Value Stores From Ruby
I've been playing with a few different key-value stores recently. My choices are pretty popular and you can find documentation for them. However, it can still be a bit of work to relate everything to Ruby specific usage, which is what I care about. Given that, here are my notes on the systems I've used.
Redis
- Setting up the Redis Server
- Using Redis as a Key-Value Store
- Lists and Sets in Redis
- Where Redis is a Good Fit
Tokyo Cabinet, Tokyo Tyrant, and Tokyo Dystopia
- Installing the Tokyo Software
- Tokyo Cabinet as a Key-Value Store
- Tokyo Cabinet's Key-Value Database Types
- Tokyo Cabinet's Tables
- Threads and Multiprocessing With Tokyo Cabinet
- Tokyo Tyrant as a Network Interface
- The Strengths of Tokyo Cabinet