- Overview
- Basic CRUD operations
- Where expression
- Conditional where
- Count
- Order-by
- Group-by
- Limit
- Join
- Alias
- Schema
- Sequence
- Batch Insert
- Insert From Select
The DSL (Domain Specific Language) API of Exposed, is similar to actual SQL statements with type safety that Kotlin offers.
A DB table is represented by an object
inherited from org.jetbrains.exposed.sql.Table
like this:
object StarWarsFilms : Table() {
val id: Column<Int> = integer("id").autoIncrement()
val sequelId: Column<Int> = integer("sequel_id").uniqueIndex()
val name: Column<String> = varchar("name", 50)
val director: Column<String> = varchar("director", 50)
override val primaryKey = PrimaryKey(id, name = "PK_StarWarsFilms_Id") // PK_StarWarsFilms_Id is optional here
}
Tables that contains Int
id with the name id
can be declared like this:
object StarWarsFilms : IntIdTable() {
val sequelId: Column<Int> = integer("sequel_id").uniqueIndex()
val name: Column<String> = varchar("name", 50)
val director: Column<String> = varchar("director", 50)
}
val id = StarWarsFilms.insertAndGetId {
it[name] = "The Last Jedi"
it[sequelId] = 8
it[director] = "Rian Johnson"
}
val query: Query = StarWarsFilms.select { StarWarsFilms.sequelId eq 8 }
Query
inherit Iterable
so it is possible to traverse it with map/foreach etc'. For example:
StarWarsFilms.select { StarWarsFilms.sequelId eq 8 }.forEach {
println(it[StarWarsFilms.name])
}
There is slice
function which allows you to select specific columns or/and expressions.
val filmAndDirector = StarWarsFilms.
slice(StarWarsFilms.name, StarWarsFilms.director).
selectAll().map {
it[StarWarsFilms.name] to it[StarWarsFilms.director]
}
If you want to select only distinct value then use withDistinct()
function:
val directors = StarWarsFilms.
slice(StarWarsFilms.director).
select { StarWarsFilms.sequelId less 5 }.
withDistinct().map {
it[StarWarsFilms.director]
}
StarWarsFilms.update ({ StarWarsFilms.sequelId eq 8 }) {
it[StarWarsFilms.name] = "Episode VIII – The Last Jedi"
}
If you want to update column value with some expression like increment use update
function or setter:
StarWarsFilms.update({ StarWarsFilms.sequelId eq 8 }) {
with(SqlExpressionBuilder) {
it.update(StarWarsFilms.sequelId, StarWarsFilms.sequelId + 1)
// or
it[StarWarsFilms.sequelId] = StarWarsFilms.sequelId + 1
}
}
StarWarsFilms.deleteWhere { StarWarsFilms.sequelId eq 8 }
Query expression (where) expects a boolean operator (ie: Op<Boolean>
).
Allowed conditions are:
eq - (==)
neq - (!=)
isNull()
isNotNull()
less - (<)
lessEq - (<=)
greater - (>)
greaterEq - (>=)
like - (=~)
notLike - (!~)
exists
notExists
regexp
notRegexp
inList
notInList
between
match (MySQL MATCH AGAINST)
Allowed logical conditions are:
not
and
or
It rather common case when your query's where
condition depends on some other code conditions. Moreover, it could be independent or nested conditions what make it more complicated to prepare such where
.
Let's imagine that we have a form on a website where a user can optionally filter "Star Wars" films by a director and/or a sequel.
In Exposed version before 0.8.1 you had to code it like:
val condition = when {
directorName != null && sequelId != null ->
Op.build { StarWarsFilms.director eq directorName and (StarWarsFilms.sequelId eq sequelId) }
directorName != null ->
Op.build { StarWarsFilms.director eq directorName }
sequelId != null ->
Op.build { StarWarsFilms.sequelId eq sequelId }
else -> null
}
val query = condition?.let { StarWarsFilms.select(condition) } ?: StarWarsFilms.selectAll()
or
val query = when {
directorName != null && sequelId != null ->
StarWarsFilms.select { StarWarsFilms.director eq directorName and (StarWarsFilms.sequelId eq sequelId) }
directorName != null ->
StarWarsFilms.select { StarWarsFilms.director eq directorName }
sequelId != null ->
StarWarsFilms.select { StarWarsFilms.sequelId eq sequelId }
else -> StarWarsFilms.selectAll()
}
This is a very primitive example, but you should get the main idea about the problem.
Now let's try to write the same query in a more simple way (andWhere
function available since 0.10.5):
val query = StarWarsFilms.selectAll()
directorName?.let {
query.andWhere { StarWarsFilms.director eq it }
}
sequelId?.let {
query.andWhere { StarWarsFilms.sequelId eq it }
}
But what if we have conditionaly select from another table and want to join it only when condition is true?
You have to use adjustColumnSet
and adjustSlice
functions (available since 0.8.1) which allows to extend and modify join
and slice
parts of a query (see kdoc on that functions):
playerName?.let {
query.adjustColumnSet { innerJoin(Players, {StarWarsFilms.sequelId}, {Players.sequelId}) }
.adjustSlice { slice(fields + Players.columns) }
.andWhere { Players.name eq playerName }
}
count()
is a method of Query
that is used like below example:
val count = StarWarsFilms.select { StarWarsFilms.sequelId eq 8 }.count()
Order-by accepts a list of columns mapped to boolean indicates if sorting should be ascending or descending. Example:
StarWarsFilms.selectAll().orderBy(StarWarsFilms.sequelId to SortOrder.ASC)
In group-by, define fields and their functions (such as count
) by the slice()
method.
StarWarsFilms
.slice(StarWarsFilms.sequelId.count(), StarWarsFilms.director)
.selectAll()
.groupBy(StarWarsFilms.director)
Available functions are:
count
sum
max
min
average
...
You can use limit function to prevent loading large data sets or use it for pagination with second offset
parameter.
// Take 2 films after the first one.
StarWarsFilms.select { StarWarsFilms.sequelId eq Players.sequelId }.limit(2, offset = 1)
For join example consider the following tables:
object StarWarsFilms : IntIdTable() {
val sequelId: Column<Int> = integer("sequel_id").uniqueIndex()
val name: Column<String> = varchar("name", 50)
val director: Column<String> = varchar("director", 50)
}
object Players : Table() {
val sequelId: Column<Int> = integer("sequel_id").uniqueIndex()
val name: Column<String> = varchar("name", 50)
}
Join to count how many players play in each movie:
(Players innerJoin StarWarsFilms)
.slice(Players.name.count(), StarWarsFilms.name)
.select { StarWarsFilms.sequelId eq Players.sequelId }
.groupBy(StarWarsFilms.name)
- In case there is a foreign key it is possible to replace
select{}
withselectAll()
Same example using the full syntax:
Players.join(StarWarsFilms, JoinType.INNER, additionalConstraint = {StarWarsFilms.sequelId eq Players.sequelId})
.slice(Players.name.count(), StarWarsFilms.name)
.selectAll()
.groupBy(StarWarsFilms.name)
Aliases allow preventing ambiguity between field names and table names. Use the aliased var instead of original one:
val filmTable1 = StarWarsFilms.alias("ft1")
filmTable1.selectAll() // can be used in joins etc'
Also, aliases allow you to use the same table in a join multiple times:
val sequelTable = StarWarsFilms.alias("sql")
val originalAndSequelNames = StarWarsFilms
.innerJoin(sequelTable, { StarWarsFilms.sequelId }, { sequelTable[StarWarsFilms.id] })
.slice(StarWarsFilms.name, sequelTable[StarWarsFilms.name])
.selectAll()
.map { it[StarWarsFilms.name] to it[sequelTable[StarWarsFilms.name]] }
And they can be used when selecting from sub-queries:
val starWarsFilms = StarWarsFilms
.slice(StarWarsFilms.id, StarWarsFilms.name)
.selectAll()
.alias("swf")
val id = starWarsFilms[StarWarsFilms.id]
val name = starWarsFilms[StarWarsFilms.name]
starWarsFilms
.slice(id, name)
.selectAll()
.map { it[id] to it[name] }
You can create a schema or drop an existing one:
val schema = Schema("my_schema") // my_schema is the schema name.
// Creates a Schema
SchemaUtils.createSchema(schema)
// Drops a Schema
SchemaUtils.dropSchema(schema)
Also, you can specify the schema owner like this (some databases require the explicit owner) :
val schema = Schema("my_schema", authorization = "owner")
If you have many schemas and you want to set a default one, you can use:
SchemaUtils.setSchema(schema)
If you want to use Sequence, Exposed allows you to:
val myseq = Sequence("my_sequence") // my_sequence is the sequence name.
Several parameters can be specified to control the properties of the sequence:
private val myseq = Sequence(
name = "my_sequence",
startWith = 4,
incrementBy = 2,
minValue = 1,
maxValue = 10,
cycle = true,
cache = 20
)
// Creates a sequence
SchemaUtils.createSequence(myseq)
// Drops a sequence
SchemaUtils.dropSequence(myseq)
You can use the nextVal function like this:
val nextVal = myseq.nextVal()
val id = StarWarsFilms.insertAndGetId {
it[id] = nextVal
it[name] = "The Last Jedi"
it[sequelId] = 8
it[director] = "Rian Johnson"
}
val firstValue = StarWarsFilms.slice(nextVal).selectAll().single()[nextVal]
Batch Insert allow mapping a list of entities into DB raws in one sql statement. It is more efficient than inserting one by one as it initiates only one statement. Here is an example:
val cityNames = listOf("Paris", "Moscow", "Helsinki")
val allCitiesID = cities.batchInsert(cityNames) { name ->
this[cities.name] = name
}
NOTE: The batchInsert
function will still create multiple INSERT
statements when interacting with your database. You most likely want to couple this with the rewriteBatchedInserts=true
(or rewriteBatchedStatements=true
) option of your relevant JDBC driver, which will convert those into a single bulkInsert.
You can find the documentation for this option for MySQL here and PostgreSQL here.
If you don't need to get the newly generated values (example: auto incremented ID), set the shouldReturnGeneratedValues
parameter to false, this increases the performance of batch inserts by batching them in chunks, instead of always waiting for the database to synchronize the newly inserted object state.
If you want to check if the rewriteBatchedInserts
+ batchInsert
is working correctly, check how to enable JDBC logging for your driver because Exposed will always show the non-rewritten multiple inserts. You can find the documentation for how to enable logging in PostgreSQL here.
If you want to use INSERT INTO ... SELECT
SQL clause try Exposed analog Table.insert(Query)
.
val substring = users.name.substring(1, 2)
cities.insert(users.slice(substring).selectAll().orderBy(users.id).limit(2))
By default it will try to insert into all non auto-increment Table
columns in order they defined in Table instance. If you want to specify columns or change the order, provide list of columns as second parameter:
val userCount = users.selectAll().count()
users.insert(users.slice(stringParam("Foo"), Random().castTo<String>(VarCharColumnType()).substring(1, 10)).selectAll(), columns = listOf(users.name, users.id))