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v3latest

Select

The select command retrieves or computes a set of values. We’ve already seen simple queries that select primitive values.

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db>

select 'hello world';

{'hello world'}

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db>

select [1, 2, 3];

{[1, 2, 3]}

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db>

select {1, 2, 3};

{1, 2, 3}

With the help of a with block, we can add filters, ordering, and pagination clauses.

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db> 
... 
...

with x := {1, 2, 3, 4, 5}
select x
filter x >= 3;

{3, 4, 5}

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db> 
... 
...

with x := {1, 2, 3, 4, 5}
select x
order by x desc;

{5, 4, 3, 2, 1}

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db> 
... 
...

with x := {1, 2, 3, 4, 5}
select x
offset 1 limit 3;

{2, 3, 4}

These queries can also be rewritten to use inline aliases, like so:

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db> 
...

select x := {1, 2, 3, 4, 5}
filter x >= 3;

Selecting objects

However most queries are selecting objects that live in the database. For demonstration purposes, the queries below assume the following schema.

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module default {
  abstract type Person {
    required name: str { constraint exclusive };
  }

  type Hero extending Person {
    secret_identity: str;
    multi link villains := .<nemesis[is Villain];
  }

  type Villain extending Person {
    nemesis: Hero;
  }

  type Movie {
    required title: str { constraint exclusive };
    required release_year: int64;
    multi characters: Person;
  }
}

Let’s start by selecting all Villain objects in the database. In this example, there are only three. Remember, Villain is a reference to the set of all Villain objects.

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db>

select Villain;

{
  default::Villain {id: ea7bad4c...},
  default::Villain {id: 6ddbb04a...},
  default::Villain {id: b233ca98...},
}

For the sake of readability, the id values have been truncated.

By default, this only returns the id of each object. If serialized to JSON, this result would look like this:

[
  {"id": "ea7bad4c-35d6-11ec-9519-0361f8abd380"},
  {"id": "6ddbb04a-3c23-11ec-b81f-7b7516f2a868"},
  {"id": "b233ca98-3c23-11ec-b81f-6ba8c4f0084e"},
]

Learn to select objects by trying it in our interactive object query tutorial.

Shapes

To specify which properties to select, we attach a shape to Villain. A shape can be attached to any object type expression in EdgeQL.

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db>

select Villain { id, name };

{
  default::Villain { id: ea7bad4c..., name: 'Whiplash' },
  default::Villain { id: 6ddbb04a..., name: 'Green Goblin', },
  default::Villain { id: b233ca98..., name: 'Doc Ock' },
}

To learn to use shapes by trying them yourself, see our interactive shapes tutorial.

Nested shapes

Nested shapes can be used to fetch linked objects and their properties. Here we fetch all Villain objects and their nemeses.

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db> 
... 
... 
...

select Villain {
  name,
  nemesis: { name }
};

{
  default::Villain {
    name: 'Green Goblin',
    nemesis: default::Hero {name: 'Spider-Man'},
  },
  ...
}

In the context of EdgeQL, computed links like Hero.villains are treated identically to concrete/non-computed links like Villain.nemesis.

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db> 
... 
... 
...

select Hero {
  name,
  villains: { name }
};

{
  default::Hero {
    name: 'Spider-Man',
    villains: {
      default::Villain {name: 'Green Goblin'},
      default::Villain {name: 'Doc Ock'},
    },
  },
  ...
}

SplatsNew

Splats allow you to select all properties of a type using the asterisk (*) or all properties of the type and a single level of linked types with a double asterisk (**).

If you have this schema:

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module default {
  abstract type Person {
    required name: str { constraint exclusive };
  }

  type Hero extending Person {
    secret_identity: str;
    multi link villains := .<nemesis[is Villain];
  }

  type Villain extending Person {
    nemesis: Hero;
  }

  type Movie {
    required title: str { constraint exclusive };
    required release_year: int64;
    multi characters: Person;
  }
}

splats will help you more easily select all properties when using the REPL. You can select all of an object’s properties using the single splat:

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db>

select Movie {*};

{
  default::Movie {
    id: 6fe5c3ec-b776-11ed-8bef-3b2fba99fe8a,
    release_year: 2021,
    title: 'Spiderman: No Way Home',
  },
  default::Movie {
    id: 76998656-b776-11ed-8bef-237907a987fa,
    release_year: 2008,
    title: 'Iron Man'
  },
}

or you can select all of an object’s properties and the properties of a single level of nested objects with the double splat:

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db>

select Movie {**};

{
  default::Movie {
    id: 6fe5c3ec-b776-11ed-8bef-3b2fba99fe8a,
    release_year: 2021,
    title: 'Spiderman: No Way Home',
    characters: {
      default::Hero {
        id: 01d9cc22-b776-11ed-8bef-73f84c7e91e7,
        name: 'Spiderman'
      },
      default::Villain {
        id: efa2c4bc-b777-11ed-99eb-43f835d79384,
        name: 'Electro'
      },
      default::Villain {
        id: f2c99a96-b775-11ed-8f7e-0b4a4a8e433e,
        name: 'Green Goblin'
      },
      default::Villain {
        id: f8ca354a-b775-11ed-8bef-273145019e1d,
        name: 'Doc Ock'
      },
    },
  },
  default::Movie {
    id: 76998656-b776-11ed-8bef-237907a987fa,
    release_year: 2008,
    title: 'Iron Man',
    characters: {
      default::Hero {
        id: 48edcf8c-b776-11ed-8bef-c7d61b6780d2,
        name: 'Iron Man'
      },
      default::Villain {
        id: 335f4104-b777-11ed-81eb-ab4de34e9c36,
        name: 'Obadiah Stane'
      },
    },
  },
}

Splats are not yet supported in function bodies.

The splat expands all properties defined on the type as well as inherited properties. Given the same schema shown above:

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db>

select Hero {*};

{
  default::Hero {
    id: 01d9cc22-b776-11ed-8bef-73f84c7e91e7,
    name: 'Spiderman',
    secret_identity: 'Peter Parker'
  },
  default::Hero {
    id: 48edcf8c-b776-11ed-8bef-c7d61b6780d2,
    name: 'Iron Man',
    secret_identity: 'Tony Stark'
  },
}

The splat here expands the heroes’ names even though the name property is not defined on the Hero type but on the Person type it extends. If we want to select heroes but get only properties defined on the Person type, we can do this instead:

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db>

select Hero {Person.*};

{
  default::Hero {
    id: 01d9cc22-b776-11ed-8bef-73f84c7e91e7,
    name: 'Spiderman'
  },
  default::Hero {
    id: 48edcf8c-b776-11ed-8bef-c7d61b6780d2,
    name: 'Iron Man'
  },
}

If there are links on our Person type, we can use Person.** in a similar fashion to get all properties and one level of linked object properties, but only for links and properties that are defined on the Person type.

You can use the splat to expand properties using a type intersection. Maybe we want to select all Person objects with their names but also get any properties defined on the Hero for those Person objects which are also Hero objects:

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db> 
... 
... 
...

select Person {
  name,
  [is Hero].*
};

{
  default::Hero {
    id: 01d9cc22-b776-11ed-8bef-73f84c7e91e7,
    name: 'Spiderman'
    secret_identity: 'Peter Parker'
  },
  default::Hero {
    id: 48edcf8c-b776-11ed-8bef-c7d61b6780d2,
    name: 'Iron Man'
    secret_identity: 'Tony Stark'
  },
  default::Villain {
    id: efa2c4bc-b777-11ed-99eb-43f835d79384,
    name: 'Electro'
  },
  default::Villain {
    id: f2c99a96-b775-11ed-8f7e-0b4a4a8e433e,
    name: 'Green Goblin'
  },
  default::Villain {
    id: f8ca354a-b775-11ed-8bef-273145019e1d,
    name: 'Doc Ock'
  },
  default::Villain {
    id: 335f4104-b777-11ed-81eb-ab4de34e9c36,
    name: 'Obadiah Stane'
  },
}

The double splat also works with type intersection expansion to expand both properties and links on the specified type.

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db> 
... 
... 
...

select Person {
  name,
  [is Hero].**
};

{
  default::Hero {
    id: 01d9cc22-b776-11ed-8bef-73f84c7e91e7,
    name: 'Spiderman'
    secret_identity: 'Peter Parker',
    villains: {
      default::Villain {
        id: efa2c4bc-b777-11ed-99eb-43f835d79384,
        name: 'Electro'
      },
      default::Villain {
        id: f2c99a96-b775-11ed-8f7e-0b4a4a8e433e,
        name: 'Green Goblin'
      },
      default::Villain {
        id: f8ca354a-b775-11ed-8bef-273145019e1d,
        name: 'Doc Ock'
      }
    }
  },
  default::Hero {
    id: 48edcf8c-b776-11ed-8bef-c7d61b6780d2,
    name: 'Iron Man'
    secret_identity: 'Tony Stark'
    villains: {
      default::Villain {
        id: 335f4104-b777-11ed-81eb-ab4de34e9c36,
        name: 'Obadiah Stane'
      }
    }
  },
  default::Villain {
    id: efa2c4bc-b777-11ed-99eb-43f835d79384,
    name: 'Electro'
  },
  default::Villain {
    id: f2c99a96-b775-11ed-8f7e-0b4a4a8e433e,
    name: 'Green Goblin'
  },
  default::Villain {
    id: f8ca354a-b775-11ed-8bef-273145019e1d,
    name: 'Doc Ock'
  },
  default::Villain {
    id: 335f4104-b777-11ed-81eb-ab4de34e9c36,
    name: 'Obadiah Stane'
  },
}

With this query, we get name for each Person and all the properties and one level of links on the Hero objects. We don’t get Villain objects’ nemeses because that link is not covered by our double splat which only expands Hero links. If the Villain type had properties defined on it, we wouldn’t get those with this query either.

Filtering

To filter the set of selected objects, use a filter <expr> clause. The <expr> that follows the filter keyword can be any boolean expression.

To reference the name property of the Villain objects being selected, we use Villain.name.

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db> 
...

select Villain {id, name}
filter Villain.name = "Doc Ock";

{default::Villain {id: b233ca98..., name: 'Doc Ock'}}

This query contains two occurrences of Villain. The first (outer) is passed as the argument to select and refers to the set of all Villain objects. However the inner occurrence is inside the scope of the select statement and refers to the object being selected.

However, this looks a little clunky, so EdgeQL provides a shorthand: just drop Villain entirely and simply use .name. Since we are selecting a set of Villains, it’s clear from context that .name must refer to a link/property of the Villain type. In other words, we are in the scope of the Villain type.

Copy

db> 
...

select Villain {name}
filter .name = "Doc Ock";

{default::Villain {name: 'Doc Ock'}}

Learn to filter your queries by trying it in our interactive filters tutorial.

Filtering by ID

To filter by id, remember to cast the desired ID to uuid:

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db> 
...

select Villain {id, name}
filter .id = <uuid>"b233ca98-3c23-11ec-b81f-6ba8c4f0084e";

{
  default::Villain {
    id: 'b233ca98-3c23-11ec-b81f-6ba8c4f0084e',
    name: 'Doc Ock'
  }
}

Nested filters

Filters can be added at every level of shape nesting. The query below applies a filter to both the selected Hero objects and their linked villains.

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db> 
... 
... 
... 
... 
...

select Hero {
  name,
  villains: {
    name
  } filter .name ilike "%er"
} filter .name ilike "%man";

{
  default::Hero {
    name: 'Iron Man',
    villains: {default::Villain {name: 'Justin Hammer'}},
  },
  default::Hero {
    name: 'Spider-Man',
    villains: {
      default::Villain {name: 'Shocker'},
      default::Villain {name: 'Tinkerer'},
      default::Villain {name: 'Kraven the Hunter'},
    },
  },
}

Note that the scope changes inside nested shapes. When we use .name in the outer filter, it refers to the name of the hero. But when we use .name in the nested villains shape, the scope has changed to Villain.

Ordering

Order the result of a query with an order by clause.

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db> 
...

select Villain { name }
order by .name;

{
  default::Villain {name: 'Abomination'},
  default::Villain {name: 'Doc Ock'},
  default::Villain {name: 'Green Goblin'},
  default::Villain {name: 'Justin Hammer'},
  default::Villain {name: 'Kraven the Hunter'},
  default::Villain {name: 'Loki'},
  default::Villain {name: 'Shocker'},
  default::Villain {name: 'The Vulture'},
  default::Villain {name: 'Tinkerer'},
  default::Villain {name: 'Zemo'},
}

The expression provided to order by may be any singleton expression, primitive or otherwise.

In EdgeDB all values are orderable. Objects are compared using their id; tuples and arrays are compared element-by-element from left to right. By extension, the generic comparison operators =, <, >, etc. can be used with any two expressions of the same type.

You can also order by multiple expressions and specify the direction with an asc (default) or desc modifier.

When ordering by multiple expressions, arrays, or tuples, the leftmost expression/element is compared. If these elements are the same, the next element is used to “break the tie”, and so on. If all elements are the same, the order is not well defined.

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db> 
... 
... 
...

select Movie { title, release_year }
order by
  .release_year desc then
  str_trim(.title) desc;

{
  default::Movie {title: 'Spider-Man: No Way Home', release_year: 2021},
  ...
  default::Movie {title: 'Iron Man', release_year: 2008},
}

When ordering by multiple expressions, each expression is separated with the then keyword. For a full reference on ordering, including how empty values are handled, see Reference > Commands > Select.

Pagination

EdgeDB supports limit and offset clauses. These are typically used in conjunction with order by to maintain a consistent ordering across pagination queries.

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db> 
... 
... 
...

select Villain { name }
order by .name
offset 3
limit 3;

{
  default::Villain {name: 'Hela'},
  default::Villain {name: 'Justin Hammer'},
  default::Villain {name: 'Kraven the Hunter'},
}

The expressions passed to limit and offset can be any singleton int64 expression. This query fetches all Villains except the last (sorted by name).

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db> 
... 
...

select Villain {name}
order by .name
limit count(Villain) - 1;

{
  default::Villain {name: 'Abomination'},
  default::Villain {name: 'Doc Ock'},
  ...
  default::Villain {name: 'Winter Soldier'}, # no Zemo
}

You may pass the empty set to limit or offset. Passing the empty set is effectively the same as excluding limit or offset from your query (i.e., no limit or no offset). This is useful if you need to parameterize limit and/or offset but may still need to execute your query without providing one or the other.

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db> 
... 
... 
...

select Villain {name}
order by .name
offset <optional int64>$offset
limit <optional int64>$limit;

Parameter <int64>$offset (Ctrl+D for empty set `{}`):
Parameter <int64>$limit (Ctrl+D for empty set `{}`):
{
  default::Villain {name: 'Abomination'},
  default::Villain {name: 'Doc Ock'},
  ...
}

If you parameterize limit and offset and want to reserve the option to pass the empty set, make sure those parameters are optional as shown in the example above.

Computed fields

Shapes can contain computed fields. These are EdgeQL expressions that are computed on the fly during the execution of the query. As with other clauses, we can use leading dot notation (e.g. .name) to refer to the properties and links of the object type currently in scope.

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db> 
... 
... 
...

select Villain {
  name,
  name_upper := str_upper(.name)
};

{
  default::Villain {
    id: 4114dd56...,
    name: 'Abomination',
    name_upper: 'ABOMINATION',
  },
  ...
}

As with nested filters, the current scope changes inside nested shapes.

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db> 
... 
... 
... 
... 
... 
... 
... 
...

select Villain {
  id,
  name,
  name_upper := str_upper(.name),
  nemesis: {
    secret_identity,
    real_name_upper := str_upper(.secret_identity)
  }
};

{
  default::Villain {
    id: 6ddbb04a...,
    name: 'Green Goblin',
    name_upper: 'GREEN GOBLIN',
    nemesis: default::Hero {
      secret_identity: 'Peter Parker',
      real_name_upper: 'PETER PARKER',
    },
  },
  ...
}

Backlinks

Fetching backlinks is a common use case for computed fields. To demonstrate this, let’s fetch a list of all movies starring a particular Hero.

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db> 
... 
... 
...

select Hero {
  name,
  movies := .<characters[is Movie] { title }
} filter .name = "Iron Man";

{
  default::Hero {
    name: 'Iron Man',
    movies: {
      default::Movie {title: 'Iron Man'},
      default::Movie {title: 'Iron Man 2'},
      default::Movie {title: 'Iron Man 3'},
      default::Movie {title: 'Captain America: Civil War'},
      default::Movie {title: 'The Avengers'},
    },
  },
}

The computed backlink movies is a combination of the backlink operator .< and a type intersection [is Movie]. For a full reference on backlink syntax, see EdgeQL > Paths.

Instead of re-declaring backlinks inside every query where they’re needed, it’s common to add them directly into your schema as computed links.

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abstract type Person {
  required name: str {
    constraint exclusive;
  };
  multi link movies := .<characters[is Movie]
}

In the example above, the Person.movies is a multi link. Including these keywords is optional, since EdgeDB can infer this from the assigned expression .<characters[is Movie]. However, it’s a good practice to include the explicit keywords to make the schema more readable and “sanity check” the cardinality.

This simplifies future queries; Person.movies can now be traversed in shapes just like a non-computed link.

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select Hero {
  name,
  movies: { title }
} filter .name = "Iron Man";

Subqueries

There’s no limit to the complexity of computed expressions. EdgeQL is designed to be fully composable; entire queries can be embedded inside each other. Below, we use a subquery to select all movies containing a villain’s nemesis.

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db> 
... 
... 
... 
... 
... 
... 
...

select Villain {
  name,
  nemesis_name := .nemesis.name,
  movies_with_nemesis := (
    select Movie { title }
    filter Villain.nemesis in .characters
  )
};

{
  default::Villain {
    name: 'Loki',
    nemesis_name: 'Thor',
    movies_with_nemesis: {
      default::Movie {title: 'Thor'},
      default::Movie {title: 'Thor: The Dark World'},
      default::Movie {title: 'Thor: Ragnarok'},
      default::Movie {title: 'The Avengers'},
    },
  },
  ...
}

Polymorphic queries

All queries thus far have referenced concrete object types: Hero and Villain. However, both of these types extend the abstract type Person, from which they inherit the name property.

To learn how to leverage polymorphism in your queries, see our interactive polymorphism tutorial.

Polymorphic sets

It’s possible to directly query all Person objects; the resulting set will be a mix of Hero and Villain objects (and possibly other subtypes of Person, should they be declared).

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db>

select Person { name };

{
  default::Villain {name: 'Abomination'},
  default::Villain {name: 'Zemo'},
  default::Hero {name: 'The Hulk'},
  default::Hero {name: 'Iron Man'},
  ...
}

You may also encounter such “mixed sets” when querying a link that points to an abstract type (such as Movie.characters) or a union type.

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db> 
... 
... 
... 
... 
... 
...

select Movie {
  title,
  characters: {
    name
  }
}
filter .title = "Iron Man 2";

{
  default::Movie {
    title: 'Iron Man 2',
    characters: {
      default::Villain {name: 'Whiplash'},
      default::Villain {name: 'Justin Hammer'},
      default::Hero {name: 'Iron Man'},
      default::Hero {name: 'Black Widow'},
    },
  },
}

Polymorphic fields

We can fetch different properties conditional on the subtype of each object by prefixing property/link references with [is <type>]. This is known as a polymorphic query.

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db> 
... 
... 
... 
... 
... 
... 
...

select Person {
  name,
  secret_identity := [is Hero].secret_identity,
  number_of_villains := count([is Hero].villains),
  nemesis := [is Villain].nemesis {
    name
  }
};

{
  default::Villain {
    name: 'Green Goblin',
    secret_identity: {},
    number_of_villains: 0,
    nemesis: default::Hero {name: 'Spider-Man'},
  },
  default::Hero {
    name: 'Spider-Man',
    secret_identity: 'Peter Parker',
    number_of_villains: 6,
    nemesis: {},
  },
  ...
}

This syntax might look familiar; it’s the type intersection again. In effect, this operator conditionally returns the value of the referenced field only if the object matches a particular type. If the match fails, an empty set is returned.

The line secret_identity := [is Hero].secret_identity is a bit redundant, since the computed property has the same name as the polymorphic field. In these cases, EdgeQL supports a shorthand.

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db> 
... 
... 
... 
... 
... 
...

select Person {
  name,
  [is Hero].secret_identity,
  [is Villain].nemesis: {
    name
  }
};

{
  default::Villain {
    name: 'Green Goblin',
    secret_identity: {},
    nemesis: default::Hero {name: 'Spider-Man'},
  },
  default::Hero {
    name: 'Spider-Man',
    secret_identity: 'Peter Parker',
    nemesis: {},
  },
  ...
}

Filtering polymorphic links

Relatedly, it’s possible to filter polymorphic links by subtype. Below, we exclusively fetch the Movie.characters of type Hero.

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db> 
... 
... 
... 
... 
...

select Movie {
  title,
  characters[is Hero]: {
    secret_identity
  },
};

{
  default::Movie {
    title: 'Spider-Man: Homecoming',
    characters: {default::Hero {secret_identity: 'Peter Parker'}},
  },
  default::Movie {
    title: 'Iron Man',
    characters: {default::Hero {secret_identity: 'Tony Stark'}},
  },
  ...
}

Free objects

To select several values simultaneously, you can “bundle” them into a “free object”. Free objects are a set of key-value pairs that can contain any expression. Here, the term “free” is used to indicate that the object in question is not an instance of a particular object type; instead, it’s constructed ad hoc inside the query.

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db> 
... 
... 
... 
... 
...

select {
  my_string := "This is a string",
  my_number := 42,
  several_numbers := {1, 2, 3},
  all_heroes := Hero { name }
};

{
  {
    my_string: 'This is a string',
    my_number: 42,
    several_numbers: {1, 2, 3},
    all_heroes: {
      default::Hero {name: 'The Hulk'},
      default::Hero {name: 'Iron Man'},
      default::Hero {name: 'Spider-Man'},
      default::Hero {name: 'Thor'},
      default::Hero {name: 'Captain America'},
      default::Hero {name: 'Black Widow'},
    },
  },
}

Note that the result is a singleton but each key corresponds to a set of values, which may have any cardinality.

With block

All top-level EdgeQL statements (select, insert, update, and delete) can be prefixed with a with block. These blocks let you declare standalone expressions that can be used in your query.

Copy

db> 
... 
...

with hero_name := "Iron Man"
select Hero { secret_identity }
filter .name = hero_name;

{default::Hero {secret_identity: 'Tony Stark'}}

For full documentation on with, see EdgeQL > With.

︙

See also

Reference > Commands > Select

Cheatsheets > Selecting data

Tutorial > Basic Queries > Objects

Tutorial > Basic Queries > Filters

Tutorial > Basic Queries > Aggregates

Tutorial > Nested Structures > Shapes

Tutorial > Nested Structures > Polymorphism

EdgeQLParameters

EdgeQLInsert

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Select​

Selecting objects​

Shapes​

Nested shapes​

SplatsNew​

Filtering​

Filtering by ID​

Nested filters​

Ordering​

Pagination​

Computed fields​

Backlinks​

Subqueries​

Polymorphic queries​

Polymorphic sets​

Polymorphic fields​

Filtering polymorphic links​

Free objects​

With block​

Select

Selecting objects

Shapes

Nested shapes

SplatsNew

Filtering

Filtering by ID

Nested filters

Ordering

Pagination

Computed fields

Backlinks

Subqueries

Polymorphic queries

Polymorphic sets

Polymorphic fields

Filtering polymorphic links

Free objects

With block