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| 1 | +[[query.by.example]] |
| 2 | += Query by Example |
| 3 | + |
| 4 | +== Introduction |
| 5 | + |
| 6 | +This chapter will give you an introduction to Query by Example and explain how to use Examples. |
| 7 | + |
| 8 | +Query by Example (QBE) is a user-friendly querying technique with a simple interface. It allows dynamic query creation and does not require to write queries containing field names. In fact, Query by Example does not require to write queries using store-specific query languages at all. |
| 9 | + |
| 10 | +== Usage |
| 11 | + |
| 12 | +An `Example` takes a data object (usually the domain object or a subtype of it) and a specification how to match properties. |
| 13 | + |
| 14 | +Query by Example is suited for several use-cases but also comes with limitations: |
| 15 | + |
| 16 | +**When to use** |
| 17 | + |
| 18 | +* Querying your data store with a set of static or dynamic constraints |
| 19 | +* Frequent refactoring of the domain objects without worrying about breaking existing queries |
| 20 | +* Works independently from the data store API |
| 21 | + |
| 22 | +**Limitations** |
| 23 | + |
| 24 | +* Query predicates are combined using the `AND` keyword |
| 25 | +* No support for nested/grouped property constraints like `firstname = ?0 or (firstname = ?1 and lastname = ?2)` |
| 26 | +* Only supports starts/contains/ends/regex matching for strings and exact matching for other property types |
| 27 | + |
| 28 | +Before getting started with Query by Example, you need to have your interface to the data store set up. |
| 29 | + |
| 30 | +.Sample Person object |
| 31 | +==== |
| 32 | +[source,java] |
| 33 | +---- |
| 34 | +public class Person { |
| 35 | +
|
| 36 | + @Id |
| 37 | + private String id; |
| 38 | + private String firstname; |
| 39 | + private String lastname; |
| 40 | + private Address address; |
| 41 | +
|
| 42 | + // … getters and setters omitted |
| 43 | +} |
| 44 | +---- |
| 45 | +==== |
| 46 | + |
| 47 | +This is a simple domain object. You can use it to create an Example. By default, fields having `null` values are ignored, and strings are matched using the store specific defaults. Examples can be built by either using the `of` factory method or by using the <<query.by.example.examplespec,`ExampleSpec`>>. Once the `Example` is constructed it becomes immutable. |
| 48 | + |
| 49 | +.Simple Example |
| 50 | +==== |
| 51 | +[source,xml] |
| 52 | +---- |
| 53 | +Person person = new Person(); <1> |
| 54 | +
|
| 55 | +person.setFirstname("Dave"); <2> |
| 56 | +
|
| 57 | +Example<Person> example = Example.of(person); <3> |
| 58 | +---- |
| 59 | +<1> Create a new instance of the domain object |
| 60 | +<2> Set the properties to query |
| 61 | +<3> Create an `Example` |
| 62 | +==== |
| 63 | + |
| 64 | + |
| 65 | +NOTE: Property names of the sample object must correlate with the property names of the queried domain object. |
| 66 | + |
| 67 | +Examples can be executed ideally with Repositories. To do so, let your repository extend from `QueryByExampleExecutor`, here's an excerpt from the interface: |
| 68 | + |
| 69 | +.The `QueryByExampleExecutor` |
| 70 | +==== |
| 71 | +[source, java] |
| 72 | +---- |
| 73 | +public interface QueryByExampleExecutor<T> { |
| 74 | +
|
| 75 | + <S extends T> T findOne(Example<S> example); |
| 76 | +
|
| 77 | + <S extends T> Iterable<T> findAll(Example<S> example); |
| 78 | +
|
| 79 | + // … more functionality omitted. |
| 80 | +} |
| 81 | +---- |
| 82 | +==== |
| 83 | + |
| 84 | + |
| 85 | +[[query.by.example.examplespec]] |
| 86 | +== Example Spec |
| 87 | + |
| 88 | +Examples are not limited to default settings. You can specify own defaults for string matching, null handling and property-specific settings using the example builder. |
| 89 | + |
| 90 | + |
| 91 | +.Example Spec with customized matching |
| 92 | +==== |
| 93 | +[source,xml] |
| 94 | +---- |
| 95 | +Person person = new Person(); <1> |
| 96 | +
|
| 97 | +person.setFirstname("Dave"); <2> |
| 98 | +
|
| 99 | +ExampleSpec<Person> exampleSpec = ExampleSpec.of(Person.class) <3> |
| 100 | +
|
| 101 | + .withIgnorePaths("lastname") <4> |
| 102 | +
|
| 103 | + .withIncludeNullValues() <5> |
| 104 | +
|
| 105 | + .withStringMatcherEnding(); <6> |
| 106 | +
|
| 107 | +Example example = Example.of(person, exampleSpec); <7> |
| 108 | +
|
| 109 | +---- |
| 110 | +<1> Create a new instance of the domain object |
| 111 | +<2> Set the properties to query |
| 112 | +<3> Create an `ExampleSpec` for the `Person` type. The ExampleSpec is already usable at this stage. |
| 113 | +<4> Construct a new `ExampleSpec` to ignore the property path `lastname` |
| 114 | +<5> Construct a new `ExampleSpec` to ignore the property path `lastname` and to include null values |
| 115 | +<6> Construct a new `ExampleSpec` to ignore the property path `lastname`, to include null values, and use perform suffix string matching |
| 116 | +<6> Create a new `Example` based on the domain object and the configured `ExampleSpec` |
| 117 | +==== |
| 118 | + |
| 119 | +`ExampleSpec` is immutable. It creates a new `ExampleSpec` instance on each `with…(…)` invocation so intermediate objects can be safely reused. An `ExampleSpec` can be used to create ad-hoc example specs or to be reused across the application as specification for `Example`. You can use `ExampleSpec` as template to configure a default behavior for your example spec and derive from it to create a more specific `ExampleSpec` where you need to customize it. |
| 120 | + |
| 121 | +You can specify behavior for individual properties (e.g. "firstname" and "lastname", "address.city" for nested properties) You can tune it with matching options and case sensitivity. |
| 122 | + |
| 123 | +.Configuring matcher options |
| 124 | +==== |
| 125 | +[source,java] |
| 126 | +---- |
| 127 | +ExampleSpec<Person> example = ExampleSpec.of(Person.class) |
| 128 | + .withMatcher("firstname", endsWith()) |
| 129 | + .withMatcher("lastname", startsWith().ignoreCase()); |
| 130 | +} |
| 131 | +---- |
| 132 | +==== |
| 133 | + |
| 134 | +Another style to configure matcher options is by using Java 8 lambdas. This approach is a callback that asks the implementor to modify the matcher. It's not required to return the matcher because configuration options are held within the matcher instance. |
| 135 | + |
| 136 | +.Configuring matcher options with lambdas |
| 137 | +==== |
| 138 | +[source,java] |
| 139 | +---- |
| 140 | +ExampleSpec<Person> example = ExampleSpec.of(Person.class) |
| 141 | + .withMatcher("firstname", matcher -> matcher.endsWith()) |
| 142 | + .withMatcher("firstname", matcher -> matcher.startsWith()); |
| 143 | +} |
| 144 | +---- |
| 145 | +==== |
| 146 | + |
| 147 | +Matcher settings are merged at the time of creating the data-store specific query. Any options that are not explicitly configured on a property-specific matcher are used from the default settings. |
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