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In TQL, a query is any operations on the model instance data (or model data), which includes filtering, joining, and manipulations. Model instances are incarnations of the Models (or model definitions) through instantiation. The TQLEngine A-Stack stores the latest version of the model instance data, which is accessible to TQL Queries. See data storage for more details.

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Like conventional queries, TQL queries perform CRUD operations on data. but unlike conventional database queries, TQL queries are:

(1) Current. The TQLEngine A-Stack maintains the latest versions of any attribute values and attribute known values based on the model definitions. For example, the latest reading of a temperature sensor value. TQL queries always return those latest versions.

(2) Model-driven. Since the model definitions define the structure of the model data, the TQLEngine A-Stack constructs the database queries based on the model definition to retrieve requested data or perform other CRUD operations. The model definition is NOT the data schema. Model instance data are saved in schemaless key value pairs.

(3) Actionable. Modifications of model data via TQL queries, if involving actionable attributes, can result in activation of actions, some of which may subsequently execute device actuations.

TQL queries have the following standard structures:

FIND

CREATE

SAVE

UPDATE

DELETE

DELETEALL

When a project is deployed onto a TQL Engine, it always creates two end points

Queries are sent to end points as payload of a message.

What about the Query End Points?

 

When to use queries, what are the different ways

(1) from the app (client to TQLEngine) - external (needs query end point),  - return will be sent as message back to client.

(2) from model facet, invoke - internal (the return will be the output of the invoke). - query itself become part of the model action.

 

What can go inside a query

Save, update, delete, deleteAll, Find. Create, SetResponseData, For

Find can have constraints

FacetScript, JavaScript

Macro

 

Does query only change value, not known value (true)

 

What is the common structure of a query

 

What are the most commonly used types of queries

Instantiation query (create), or save 

Subscription query (save)

Find query, joint query

Update (update, save)

Macro

Show query

 Each model attribute has both a value and a known value. Although you can "FIND" both values and known values of model attributes, you can only set values but not known values from queries. This is because the known values are reserved to be updated only by the result of Actions, which comes from external systems or external things.

TQL queries have the following standard structures:

FIND          CREATE          SAVE          UPDATE          DELETE          DELETEALL

In addition,  you can use other operations such as conditions/constraints, response modifications, iterations, etc. within the queries.