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Queries

A GraphQL query is used for fetching data. This can be useful for verifying which data is stored for a given object class, or for a third-party to export data from your solution.

Simple queries

The simplest query you can run is to specify the object class (known as an object type in GraphQL). For example, if you wanted to list all Projects in the database, you could write:

{
	project
}

Note that the name of the object class is specified under Endpoint Name in the object class properties in Appfarm Create.

Click the Play button (or Cmd/Ctrl + Enter) to execute the query. The response will be displayed to the right.

The query editor will also edit your query to contain all the properties (fields in GraphQL) that are available to query:

{
  project {
    _id
    title
    description
    createdDate
    createdBy
    status
    projectNumber
    projectDisplayName
    af_createdDate
    af_updatedDate
  }
}

You can use these fields in your query to customize the response that you receive. For example, the following query will only return the id and title properties of each project:

{
  project {
    _id
    title
  }
}

To further refine your query you can include arguments, see advanced queries.

Reference objects

If a queried object references another object, or is referenced by another object, you can extract details about the other object.

For example, if you have projects with tasks, you might like to list out the tasks for a project, or obtain the project details for a given task.

// Return all projects, with their ID, title, and an array of associated tasks with each task's ID and title
{project {
  _id
  title
  taskList {
    _id
    title
  }
}}

// Return all tasks with their ID, title, and an object containing the title and description of the associated project
{task {
  _id
  title
  project_reference {
    title
    description
  }
}}

Advanced queries

More advanced query operators can be used to further customize the response. In the following examples, Book is queried in different ways.

Limit

Restrict the response to contain only n objects.

// Return a maximum of 2 books, and only return the title
{
  Book(limit: 2){
    title
  }
}

Skip

Skip the first n objects in the response.

// Return every book after the first 2, and only return the title
{
  Book(skip: 2){
    title
  }
}

Sort

Sort the response in ascending (ASC) or descending (DESC) order.

// Return all books, sorted in ascending order by number of pages
{
  Book(sort: {pages: ASC}){
    title
    pages
  }
}

Filter

Combine operators to filter the response.

// Return all books with more than 500 pages
{
  Book(filter: {
    pages: {gt: 500}
  }){
    title
    pages
  }
}

// Return all books with more than 500 pages, sorted by title
{
  Book(
    filter: {pages: {gt: 500}},
    sort: {title: ASC}
    ){
    title
    pages
  }
}

// Return all books with more than 500 pages but less than or equal to 1000 pages
{
  Book(filter: {
    and: [{pages: {gt: 500}}, {pages: {lte: 1000}}]
  }){
    title
    pages
  }
}

// Return all books with more than 500 pages but less than or equal to 1000 pages and with the title "Jane Eyre"
{
  Book(filter: {
    or: [
      {and: [{pages: {gt: 500}}, {pages: {lte: 1000}}]},
      {title: {eq: "Jane Eyre"}}
    ]
  }){
    title
    pages
  }
}

// Return all books with the title "Jane Eyre" or "Wuthering Heights"
{
  Book(filter: {
    title: {in: ["Jane Eyre","Wuthering Heights"]}
  }){
    title
    pages
  }
}

The supported filter operators are and, or, not, nor, eq, ne, in, nin, gt, gte, lt, lte. Each filter operator will be explained by example:

and

Example:

{
  Book(filter: {
    and: [{pages: {gt: 500}}, {pages: {lte: 1000}}]
  }){
    title
    pages
  }
}

This query will return all books where

  • the pages field is greater than 500 and the pages field is less than or equal 1000

or

Example:

{
  Book(filter: {
      or: [
      {and: [{pages: {gt: 500}}, {pages: {lte: 1000}}]},
      {title: {eq: "Jane Eyre"}}
    ]
  }){
    title
    pages
  }
}

This query will return all books where

  • the pages field is greater than 500 and the pages field is less than or equal 1000

or

  • the title field equals Jane Eyre

not

Example:

{
  Book(filter: {
      pages: {not: {gt: 500}}
  }){
    title
    pages
  }
}

This query will return all books where

  • the pages field is not greater than 500 (in other words, 499 or less)

nor ("not or")

Example:

{
  Book(filter: {
      nor: [{price: {eq: 1.99}}, {sale: {eq: true}}]
  }){
    title
    price
    sale
  }
}

This query will return all books that

  • contain the price field whose value is not equal to 1.99 and contain the sale field whose value is not equal to true or

  • contain the price field whose value is not equal to 1.99 but do not contain the sale field or

  • do not contain the price field but contain the sale field whose value is not equal to true or

  • do not contain the price field and do not contain the sale field

eq ("equals")

This operator is used for comparison. Example:

{
  Book(filter: {
    title: {eq: "Jane Eyre"}
  }){
    title
    pages
  }
}

This query will return all books where

  • the title field equals Jane Eyre

ne ("not equals")

This operator is used for comparison. Example:

{
  Book(filter: {
    title: {ne: "Jane Eyre"}
  }){
    title
    pages
  }
}

This query will return all books where

  • the title field not equals Jane Eyre

in ("in the set" / "is any of")

This operator is used for comparison. Example:

{
  Book(filter: {
   title: {in: ["Jane Eyre","Wuthering Heights"]}
  }){
    title
    pages
  }
}

This query will return all books where

  • the title field is any ofJane Eyre or Wuthering Heights (or rephrased: the value of the title field is in the set of the values Jane Eyre and Wuthering Heights)

nin ("not in the set" / "none of")

This operator is used for comparison. Example:

{
  Book(filter: {
   title: {nin: ["Jane Eyre","Wuthering Heights"]}
  }){
    title
    pages
  }
}

This query will return all books where

  • the title field is none ofJane Eyre or Wuthering Heights (or rephrased: the value of the title field is not in the set of the values Jane Eyre and Wuthering Heights)

gt ("greater than")

This operator is used for comparison. Example:

{
  Book(filter: {
    pages: {gt: 500}
  }){
    title
    pages
  }
}

This query will return all books where

  • the pagesfield is greater than 500 (i.e. 501 pages or more)

gte ("greater than or equal")

This operator is used for comparison. Example:

{
  Book(filter: {
    pages: {gte: 500}
  }){
    title
    pages
  }
}

This query will return all books where

  • the pagesfield is greater than or equal 500 (i.e. 500 pages or more)

lt ("less than")

This operator is used for comparison. Example:

{
  Book(filter: {
    pages: {lt: 500}
  }){
    title
    pages
  }
}

This query will return all books where

  • the pagesfield is less than 500 (i.e. 499 pages or less)

lte ("less than or equal")

This operator is used for comparison. Example:

{
  Book(filter: {
    pages: {lte: 500}
  }){
    title
    pages
  }
}

This query will return all books where

  • the pagesfield is less than or equal 500 (i.e. 500 pages or less)

Count

You can query the total number of objects in a response by using the Count query type. This needs to be enabled per object class by selecting Enable Aggregate and granting the Aggregate permission to the appropriate role.

When enabled, a new query type is added to your available queries. Using the object class Order as an example, we would get access to countOrder. This is separate to the order query type for reading data.

// Return a count of all orders
{
  countOrder {
    count
  }
}
// Return a count of all orders made on or after the 1st of September 2022
{
  countOrder(filter: {orderDate: {gte: "2022-09-01"}}){
    count
  }
}

Aggregate and grouping

You can summarize or find average, min/max or standard deviation using GraphQL aggregates. You may also group the records. For example, you may find the total order amount from OrderLines per Product:

{aggregateOrderLine( 
  filter: {product: {ne: null}},  
  sort: {productNumber:DESC}, 
  group: product,  
) { 
    product
    productNumber
    sum: amount_sum
    _count
  }
}

Given the above example with an OrderLine object class, you may perform the following:

  • Filter, Sort or Group on any property (optional)

  • In the list of properties to be returned, you may select the first or last entry. For example, we might return customer_first or customer_last for in the above expression for returning the first or last customer of the grouped list of order lines.

  • In the list of properties to be returned, we may select the following aggregates of numbers (with amount as example):

    • amount_sum (sum of the amount of orderLines)

    • amount_avg (average of the amount of orderLines)

    • amount_max (maximum of the amount of orderLines)

    • amount_min (minimum of the amount of orderLines)

    • amount_stdDevPop (standard deviation of the amount of all orderLines / the whole population)

    • amount_stdDevSamp (standard deviation of the amount of orderLines in the returned sample)

    • amount_first (amount of the first orderLine)

    • amount_last (amount of the last orderLine)

  • You may select to return an alias for a property, as in the above example sum: amount_sum (sum is an alias for amount_sum)

As with Count, this needs to be enabled per object class by selecting Enable Aggregate and granting the Aggregate permission to the appropriate role.

Run GraphQL Queries from Appfarm

GraphQL aggregations may be handy in applications with large amounts of data. With aggregation in GraphQL you may aggregate data on database level before it is returned to the client.

It is pretty straight forward.

  1. Create an API Key in Appfarm Create. Go to Service Accounts in Appfarm Create, and locate (or create) a Service Account that is member of a Role with Read and Aggregate Permissions to the Object Classes to be queried in GraphQL

  2. Use the Web Request to run the Query:

    • URL: https://<HOSTNAME>/api/graphql

    • Query Parameters: 1 parameter named query. Paste the query itself (e.g. {aggregateOrderLine(filter: ...)} as value

    • Result mapping: Map the properties returned from the GraphQL aggregation

Example setup, with mapping of the Sum to existing Product objects

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