14.4: Redis data types
- Page ID
- 12816
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\(\newcommand{\avec}{\mathbf a}\) \(\newcommand{\bvec}{\mathbf b}\) \(\newcommand{\cvec}{\mathbf c}\) \(\newcommand{\dvec}{\mathbf d}\) \(\newcommand{\dtil}{\widetilde{\mathbf d}}\) \(\newcommand{\evec}{\mathbf e}\) \(\newcommand{\fvec}{\mathbf f}\) \(\newcommand{\nvec}{\mathbf n}\) \(\newcommand{\pvec}{\mathbf p}\) \(\newcommand{\qvec}{\mathbf q}\) \(\newcommand{\svec}{\mathbf s}\) \(\newcommand{\tvec}{\mathbf t}\) \(\newcommand{\uvec}{\mathbf u}\) \(\newcommand{\vvec}{\mathbf v}\) \(\newcommand{\wvec}{\mathbf w}\) \(\newcommand{\xvec}{\mathbf x}\) \(\newcommand{\yvec}{\mathbf y}\) \(\newcommand{\zvec}{\mathbf z}\) \(\newcommand{\rvec}{\mathbf r}\) \(\newcommand{\mvec}{\mathbf m}\) \(\newcommand{\zerovec}{\mathbf 0}\) \(\newcommand{\onevec}{\mathbf 1}\) \(\newcommand{\real}{\mathbb R}\) \(\newcommand{\twovec}[2]{\left[\begin{array}{r}#1 \\ #2 \end{array}\right]}\) \(\newcommand{\ctwovec}[2]{\left[\begin{array}{c}#1 \\ #2 \end{array}\right]}\) \(\newcommand{\threevec}[3]{\left[\begin{array}{r}#1 \\ #2 \\ #3 \end{array}\right]}\) \(\newcommand{\cthreevec}[3]{\left[\begin{array}{c}#1 \\ #2 \\ #3 \end{array}\right]}\) \(\newcommand{\fourvec}[4]{\left[\begin{array}{r}#1 \\ #2 \\ #3 \\ #4 \end{array}\right]}\) \(\newcommand{\cfourvec}[4]{\left[\begin{array}{c}#1 \\ #2 \\ #3 \\ #4 \end{array}\right]}\) \(\newcommand{\fivevec}[5]{\left[\begin{array}{r}#1 \\ #2 \\ #3 \\ #4 \\ #5 \\ \end{array}\right]}\) \(\newcommand{\cfivevec}[5]{\left[\begin{array}{c}#1 \\ #2 \\ #3 \\ #4 \\ #5 \\ \end{array}\right]}\) \(\newcommand{\mattwo}[4]{\left[\begin{array}{rr}#1 \amp #2 \\ #3 \amp #4 \\ \end{array}\right]}\) \(\newcommand{\laspan}[1]{\text{Span}\{#1\}}\) \(\newcommand{\bcal}{\cal B}\) \(\newcommand{\ccal}{\cal C}\) \(\newcommand{\scal}{\cal S}\) \(\newcommand{\wcal}{\cal W}\) \(\newcommand{\ecal}{\cal E}\) \(\newcommand{\coords}[2]{\left\{#1\right\}_{#2}}\) \(\newcommand{\gray}[1]{\color{gray}{#1}}\) \(\newcommand{\lgray}[1]{\color{lightgray}{#1}}\) \(\newcommand{\rank}{\operatorname{rank}}\) \(\newcommand{\row}{\text{Row}}\) \(\newcommand{\col}{\text{Col}}\) \(\renewcommand{\row}{\text{Row}}\) \(\newcommand{\nul}{\text{Nul}}\) \(\newcommand{\var}{\text{Var}}\) \(\newcommand{\corr}{\text{corr}}\) \(\newcommand{\len}[1]{\left|#1\right|}\) \(\newcommand{\bbar}{\overline{\bvec}}\) \(\newcommand{\bhat}{\widehat{\bvec}}\) \(\newcommand{\bperp}{\bvec^\perp}\) \(\newcommand{\xhat}{\widehat{\xvec}}\) \(\newcommand{\vhat}{\widehat{\vvec}}\) \(\newcommand{\uhat}{\widehat{\uvec}}\) \(\newcommand{\what}{\widehat{\wvec}}\) \(\newcommand{\Sighat}{\widehat{\Sigma}}\) \(\newcommand{\lt}{<}\) \(\newcommand{\gt}{>}\) \(\newcommand{\amp}{&}\) \(\definecolor{fillinmathshade}{gray}{0.9}\)Redis is basically a map from keys, which are strings, to values, which can be one of several data types. The most basic Redis data type is a string. I will write Redis types in italics to distinguish them from Java types.
To add a string to the database, use jedis.set, which is similar to Map.put; the parameters are the new key and the corresponding value. To look up a key and get its value, use jedis.get:
jedis.set("mykey", "myvalue"); String value = jedis.get("mykey");
In this example, the key is "mykey"
and the value is "myvalue"
.
Redis provides a set structure, which is similar to a Java Set<String>. To add elements to a Redis set, you choose a key to identify the set and then use jedis.sadd:
jedis.sadd("myset", "element1", "element2", "element3"); boolean flag = jedis.sismember("myset", "element2");
You don’t have to create the set as a separate step. If it doesn’t exist, Redis creates it. In this case, it creates a set named myset that contains three elements.
The method jedis.sismember checks whether an element is in a set. Adding elements and checking membership are constant time operations.
Redis also provides a list structure, which is similar to a Java List<String>. The method jedis.rpush adds elements to the end (right side) of a list:
jedis.rpush("mylist", "element1", "element2", "element3"); String element = jedis.lindex("mylist", 1);
Again, you don’t have to create the structure before you start adding elements. This example creates a list named “mylist” that contains three elements.
The method jedis.lindex takes an integer index and returns the indicated element of a list. Adding and accessing elements are constant time operations.
Finally, Redis provides a hash structure, which is similar to a Java Map<String, String>. The method jedis.hset adds a new entry to the hash:
jedis.hset("myhash", "word1", Integer.toString(2)); String value = jedis.hget("myhash", "word1");
This example creates a hash named myhash that contains one entry, which maps from the key word1 to the value "2"
.
The keys and values are strings, so if we want to store an Integer, we have to convert it to a String before we call hset. And when we look up the value using hget, the result is a String, so we might have to convert it back to Integer.
Working with Redis hashes can be confusing, because we use a key to identify which hash we want, and then another key to identify a value in the hash. In the context of Redis, the second key is called a “field”, which might help keep things straight. So a “key” like myhash identifies a particular hash, and then a “field” like word1 identifies a value in the hash.
For many applications, the values in a Redis hash are integers, so Redis provides a few special methods, like hincrby, that treat the values as numbers:
jedis.hincrBy("myhash", "word2", 1);
This method accesses myhash, gets the current value associated with word2 (or 0 if it doesn’t already exist), increments it by 1, and writes the result back to the hash.
Setting, getting, and incrementing entries in a hash are constant time operations.
You can read more about Redis data types at thinkdast.com/redistypes.