Query Scripting

Learn about querying for models with chainable filters.

Stacklane uses method chaining to define the criteria of returned query results. In general with method chaining order matters — for example, field filters must be defined before calling limit.

The results of a query are generally "used" outside of the script itself.
For example, a Mustache endpoint may iterate over a query given by a supplier to display results as HTML.


To query all models of a type, without any filters, use the all() method. For example, Note.all().

Results will be returned in the model's natural ordering.

The "all" query on a model type is also available to Mustache. Any other queries must be built within a supplier before importing them into Mustache.

<!--TEMPLATE mustache-->
{{% import {Note} from '📦' }}
{{#Note.all as note}}

Field Filters

All queries besides all() start with a field filter. Multiple field filters may be chained together. Keep in mind that field filters are effectively and conditions. By default field filters return unordered results.




Article.created_gt(new Date(2000))




Article.created_gt(new Date(2000)).created_lt(new Date(2010))




All model types have a natural ordering. In general it's recommended to minimize the use of asc() and desc() and to typically rely on the default ordering of various query types.


The callback function to filter returns a boolean that indicates whether the item should be included in the results (return false to exclude an entry). This should only be used if another field filter (eq, gt, gte, lt, lte) is not sufficient.


Limits the results of a query.


The callback function to map transforms the current stream element into a map. This is often used to transform a model to a JSON object literal. It should be the last method in a chain (or followed only by get / distinct / count).

let titlesOnly = Article.all().map(article=>({title:article.title}));


The callback function to flatMap transforms the current stream element into an array. It should be the last method in a chain (or followed only by get / distinct / count).


Using the results from either map or flatMap, creates new results that contain only unique values.

let distinctTitleCount = Article.all()


Returns a single result (effectively limit(1)). If there is no result, then a $ModelNotFound exception is generated, similar to loading a model by GUID.


The callback function to modify receives a Model instance as its parameter, and does not expect any return value. This should only be used to update fields, or remove() models in bulk. It is only available during POST, PUT, DELETE.

It is not required that every Model be modified, for example if it doesn't satisfy some condition. However consider using filter(...) in the case where there are well defined conditions that must be met before updating a model. This will also keep your modify function simpler.

This method works with full Model instances, and should therefore not be used in conjunction with map(..).


For bulk operations the first 10 updates will occur synchronously, before the method returns (before the request ends). From a user standpoint this means that up to 10 results will be modified before they view the results or next page. Any results beyond the first 10 are processed asynchronously in batches, meaning there could be a short delay for a user to see the result of changes to larger batches. This "semi-asynchronous" approach strikes a balance between user expectations on more common (small) operations, while making sure the request time is at a minimum for larger operations.

Embedded Models

Queries for embedded models work in much the same as any equality query. Use an instance of an embedded model to define the "example" criteria to search for.

The following assumes Article has a field named metadata with an embedded model as its value:

Article.metadata(new Article.Metadata().title('The Title')).get();

This will return an Article where Article.metadata.title == 'The Title';

Embedded Lists

Lists of embedded models come with important limitations. Chiefly they only match when the entire embedded model in the list matches all given fields. In other words, when embedded models are in a list, it's not possible search for a partial field match (unless querying a unique value field).

Therefore if needing to query against lists of embedded values, then it's recommended to either keep the model limited to 1-2 fields, or keep the queries limited to a unique value.

Otherwise, use contained models, which provide more robust querying.

Assuming a simple single-valued embedded list model:

Article.languages(new Article.Language().value('en'));

This will return all Article's with "en" as one of its Article.languages. Because Article.languages is an embedded list, it may have other languages besides "en".

Contained Models

For models which are contained by a parent model, querying is performed in much the same way as any other query.

The difference is that querying for a child model happens within the scope of a selected container. There are 3 ways to ensure a container is selected and in-scope (before querying a child).

  1. Dynamic Paths — If a container model is the target of a dynamic path, then it is automatically selected for all descendant endpoints and directories. This selection may be overridden by the other two methods.
  2. Variable Selection — Every container variable is also a function. Whatever happens in this function is done in the context of that container: let children = containerVar(()=>Child.all()). Return values are optional.
  3. Iteration — If a container is being iterated (for example in Mustache, as a part of map(), etc), then it is selected within the context of each iteration: Container.all().map(c=>({children: Child.all()})).

Ancestor Scope

In certain cases it may be necessary to query for children across containers, up to 1 level deep. Take the following model containers and children: Project / List / Task. The following queries are possible:

  1. Single Container — Query for all List's in a single Project, or all Task's in a single List.
  2. Across Containers — Query for all Task's in a single Project (across all List's in 1 Project).

The 3 selection rules still apply. When querying across containers the selected container in the example would be Project instead of List.

Unique Value Queries

Query unique fields and UID fields as you would any other type of equality query. Assuming a model named Article and a UID field named "slug":

let slugId = '....';
let found = Article.slug(slugId).get();
// Because of error handling, 'found' is always defined at this point