Tradle Data Modeling syntax

Introduction

Tradle software is divided into two parts, the code and the data models. The code uses the data models to display data on the screen, to transmit data, to store data and to search for data. Each data model defines a set of properties. Any object of this model will have properties defined there. Some properties are listed as ‘required’. There are many other annotations, which are used to create rich definition of data and its handling.

We use Json Schema as a basis for the data modeling language, but Json Schema is not rich enough for our purposes, so we have extended it.

Models are like blueprints. “Resources” are like buildings created from those blueprints, and adhere to the model’s spec.

Below is the reference on data models. See some of the currently used models on github.

Learn more about modelling in Tradle here

To validate your models, use: https://github.com/tradle/validate-model To validate resources built from models, use: https://github.com/tradle/validate-resource

Example:

{
  "id": "tradle.Name",
  "title": "Name",
  "subClassOf": "tradle.Form",
  "type": "tradle.Model",
  "properties": {
    "givenName": {
      "title": "Given name(s)",
      "type": "string"
    },
    "surname": {
      "type": "string"
    }
  },
  "required": [
    "givenName",
    "surname"
  ],
  "viewCols": [
    "givenName",
    "surname"
  ]
}

A resource built from this model would like this:

{
  “_t”: “tradle.Name”, // the model this resource is built from
  “givenName”: “Joe”,
  “surname”: “Schmo”
}

Model Attributes

properties

list of properties, each separately described. No other properties can be used in the objects of this model.

There is one exception to this rule, a special property that represents json. It allows to include any type of structured data into the object without modeling it upfront, which is very useful for integration purposes.

type

must be set to ‘tradle.Model’

id

namespaced id of the model, e.g. ‘tradle.Organization’

title

how you want the name of this model to appear in UI. This is useful for evolving UI without affecting the code that may be referencing that id.

subClassOf

optional, specifies this model as an extension of another model. This is when you absolutely need a strong rigidity in the data model. Current models you can subclass:

• tradle.Form: the only way to specify in model that you want it to use for entering structured data.
• tradle.Enum: for when you can list all possible values of the property, e.g. marital status, gender, etc. This mechanism is also used for longer lists, which are predefined, like currencies, countries, etc. See for example, the Country model.
• tradle.FinancialProduct: to define products to put in your channel’s product list. This must have a corresponding model that subclasses tradle.MyProduct. If you have a product com.example.Insurance that subclasses tradle.FinancialProduct, you must have a corresponding model com.example.MyInsurance that subclasses tradle.MyProduct. This is the product certificate the customer receives after their application for a.b.Insurance is approved.
• tradle.MyProduct: see tradle.FinancialProduct
• tradle.Check: subclasses of this represent checks carried out during the application process, via third parties (tradle.TruefaceCheck, tradle.CentrixCheck, etc.), or otherwise.

interfaces

optional, array of interface models. They are more like markers. We don't enforce/check inheritance of their properties. We might consider it in the future but not at this moment

Example of the Intersection implementor:

{
  "id": "tradle.TaggedIssue",
  "type": "tradle.Model",
  "interfaces": [
    "tradle.Intersection"
  ],
  "properties": {
    "tag":  {
      "type": "object",
      "ref": "tradle.Tag"
    },
    "issue": {
      "type": "object",
      "ref": "tradle.Issue"
    }
  },
  ...
}

and then in tradle.Issue it'll be referred like this:

{
  "id": "tradle.Issue",
  "type": "tradle.Model",
  "subClassOf": "tradle.Form",
  "properties": {
    "tags":  {
      "type": "array",
      "backlink": "issue"
      "items": {
        "ref": "tradle.TaggedIssue"
      }
    },
    ...
  },
  ...
}

We have the following interfaces.

• tradle.Document - to better group and display the resources on Profile. They will appear in the Profile's Documents tab. Some of the implementors are: tradle.PhotoID, tradle.Selfie, tradle.MediaSnippet, etc.
• tradle.Item - to display them only in the parent resource. The resources of implementor type can be added on parent resource page
• tradle.Intersection - to make a soft connection between two or more resources or different types. We use it for example here.
• tradle.Singleton - is designed to restrict the creation of resources of a specific type to a single instance for the entire company.

required

optional, array of properties. Server and UI both are making sure user enters all of them.

softRequired

optional, array of properties. UI is making sure user enters all of them in case they are displayed in UI. This is different from properties listed in required, which must always be set regardless of their visibility.

viewCols

restricts the set of properties that are displayed to the user when the resource is viewed on its own page. The order defines the order in which properties are displayed.

gridCols

restricts the set of properties that are displayed to the user when the list of the resources is viewed in grid mode. The order defines the order in which properties are displayed.

editCols

optional, restricts the set of properties that are displayed to the user in edit mode. The order defines the order in which properties are displayed.

inlined

optional, set to true on models like Money, whose values are not persisted to storage separately, but only when inlined into another object.

plural

title that is used in plural contact, like geese, to avoid saying gooses. But if you insist on saying gooses, we love you too.

icon

optional, displayed in various UI elements accompanying objects of this type. Icon names should be taken from this list: http://ionicframework.com/docs/v2/ionicons/

notShareable

optional. If true, it prevents the customer from sharing this object with other providers. For example tradle.Selfie is used for authentication in real time, and must always be taken fresh, thus it has nonShareable: true.

notEditable

optional, objects of this type could not be modified. Once again, tradle.Selfie fits this description

indexes

optional, to speed up the searches. Check tradle.Application to see how to add them

internalUse

optional, the resources created from it will never be viewed by customer. For example tradle.credit.CostOfCapital, tradle.ProviderConfiguraiton, etc.

prerequisiteFor

optional, this is used for two cases (the second one is not encouraged since might be re-designed). In both cases the employee fills out the application for the customer

1. when the employee fills out the application for the customer but needs customer interference in the middle of the application. This way application is split in 2 and prerequisiteFor is what prompts these 2 applications to connect.
2. when employee fills out the application starting from a particular resource because this resource serves as a value for the property in one of the forms of the application - this was used once because customer had a particular flow in mind.

the value for this annotation is a model id for some subClassOf: tradle.FinancialProduct e.g.

{
  "id": "...Quotation",
  "title": "Quotation",
  "subClassOf": "tradle.FinancialProduct",
  ...
}

Case #1

Annotation is set on subClassOf: tradle.MyProduct - which we call the certificate.

For example:

{
  "id": ...MyQuotation,
  "title": "My Quotation",
  "subClassOf": "tradle.MyProduct",
  "type": "tradle.Model",
  "prerequisiteFor": "...LeaseApplication",

where

{
  "id": "...LeaseApplication",
  "title": "Lease Application",
  "subClassOf": "tradle.FinancialProduct",
  ...
}

The flow is going to be the following:

• Employee fills out the Quotation application for the customer
• Employee send the bundle to customer
• Customer reviews and submits reviewed forms
• Employee approves application
• Certificate is created
• After the approval of Quotation application, the Employee from the Quotation application screen will be able to start the ...LeasingApplication

Case #2

For example if you need to pass the ...SomeAsset (see below) to the Quotation Application to set the it as a property value for one of the forms of Quotation Application

{
  "id": "...SomeAsset",
  "title": "Asset",
  "subClassOf": "tradle.Asset",
  "prerequisiteFor": "...Quotation",
}

displayName

optional, to indicate the form the title of which is going to be the name of the Application this form is included in.

Property Attributes

title

optional, to specify a name different from the property’s uncamelcased name. Useful for evolving property names without changing all the references to them in the code. If the title is not specified it is going to be auto-generated. For example for the property dateOfBirth it will be "Date of Birth". If that is what you want skip the title attribute. But if you want this property to be displayed with the title for example "DOB" then you need to explicitely add it like here:

...
"dateOfBirth": {
  "type": "date",
  "title": "DOB"
}
...

type

used to specify what values the property can hold: string, number, date, boolean, array, object

ref

only used for type object. This specifies the model for that object, e.g. tradle.Organization

range

optional, when type is string, this specifies the category of values to accept, e.g. email, phone, url. This improves validation, formatting, the keyboard type shown to the user, etc. When type is object, and ref is tradle.Photo, range should be set to photo

inlined

optional, set to true if the value for this property is a resource rather than a link to a resource. When inlined is true, the value will be inlined and will not be stored separately in the database / object storage. Can also used for properties with type array.

readOnly

optional, set to true if this property cannot be modified by the user

immutable

optional, once the property value is set, the property can not be modified

hidden

optional, property is never set from UI

description

optional, shown in UI during data entry to give the user an additional hint / instructions

displayName

optional, helps UI. When a resource is shown in a list or in the nav bar, its title is displayed. Set displayName to true if you want this property to be part of the object’s displayed title.

displayAs

optional, helps UI. Composing the value of the property from properties listed in attribute group. For example:

    "resourceTitle": {
      "type": "string",
      "readOnly": true,
      "displayName": true,
      "displayAs": "{1} {2}\n{3}, {4}",
      "group": [
        "firstName",
        "lastName",
        "documentType",
        "country"
      ]
    },

skipLabel

optional, propety label will not show in UI

units

optional, string, applicable only to numbers and provides a contextual representation for numeric values by appending a specific unit or symbol in the user interface.

{
  "monthlyRate": {
    "type": "number",
    "units": "%"
  },
}

For example if monthlyRate was set to 25 it'll be displayed as 25%

format

optional, dates only. Shown in UI in view mode. For example:

...
"expirationDate": {
  "type": "date",
  "format": "mmmm, yyyy"
}

numberFormat

optional, numbers only. Shown in UI in view mode. For example:

...
"zScore": {
  "type": "number",
  "numberFormat": {
    "maximumFractionDigits": 2
  }
},

It has only one property for now: maximumFractionDigits. It means to round the value to the value with 2 fraction digits.

pattern

optional, a regular expression (regexp) that defines the pattern for property value validation.

keyboard

possible values include: default, numeric, email-address, phone-pad

backlink

defines a one-to-many relationship. Specifies by which property the "many" links to the "one." Many must be type array. For an example, take a look at the relationship between tradle.Application and tradle.ApplicationSubmission resources. In this case, many tradle.ApplicationSubmission resources can link to one tradle.Application

{
  "id": "tradle.Application",
  ...
  "properties": {
    ...
    "submissions": {
      "type": "array",
      "items": {
        "ref": "tradle.ApplicationSubmission",
        "backlink": "application"
      }
    },
    ...
  }
...
}

showIf/hideIf

optional, a formula that will be executed to make a decision if the property is going to be displayed.

For example:

{
  "id": "tradle.XXX",
  "type": "tradle.Model",
  ...
  "properties": {
    "a": {
      "type": "string"
      "showIf": "country"
    },
    "b": {
      "type": "string"
      "hideIf": "country.id.endsWith('US')"
    },
    "country": {
      "type": "object",
      "ref": "tradle.Country"
    },
    ...
 }

It means:

• the property country will be displayed
• when it is set the a text field will be displayed - but not before
• hide property b if the country is US, but show for all other countries or until it set

internalUse

optional, the properties will be viewed only by the employee

list

optional, helpsUI. This attribute is used in properties that have names ending with _group like personal_group. This is the property for groupping other properties of the models. For example:

    "personal_group": {
      "type": "string",
      "title": "Personal",
      "readOnly": true,
      "list": [
        "firstName",
        "lastName",
        "dateOfBirth"
      ]
    }

signature

optional, helps UI. Specifies that property of the type tradle.Photo is actually a signature. Note should have been range For example:

    "signature": {
      "type": "object",
      "ref": "tradle.Photo",
      "inlined": true,
      "skipLabel": true,
      "signature": true
    },

allowPicturesFromLibrary

optional, enables users to upload images directly from their device's photo library

set

optional, calculates the value using formula For example:

    "netPrice": {...},
    "exchangeRate": {...},
    "vatRate": {...},
    "vat": {
      "type": "object",
      "ref": "tradle.Money",
      "readOnly": true,
      "set": "Math.round(netPrice.value * exchangeRate * vatRate * 100)/100"
    },

hiddenFromClient

optional, properties with this attribute are always hidden from the customer, ensuring that sensitive or complex data is not exposed unnecessarily. It is typically used in models for forms that are prefilled by employees on behalf of the customer. Often used for properties that involve calculations or internal data, such as exchangeRate or vatRate, which are crucial for determining final values but do not require customer input.

readOnlyForClients

optional, the property with this attribute can’t be changed by the client

allowToAdd

optional, it is specifically designed for properties that are a subClassOf tradle.Form. When specified, the value(s) for the property could be either chosen from the list of values of the specified in the model type (in example below it'll be tradle.PersonalInfo) or created on-the-fly while filling out the form.

For example:

    "policyHolder": {
      "type": "object",
      "ref": "tradle.PersonalInfo",
      "allowToAdd": true
    },
    "insuredPersons": {
      "type": "array",
      "allowToAdd": true,
      "items": {
        "type": "object",
        "ref": "tradle.PersonalInfo"
      }
    },

Attributes for subClassOf tradle.Enum

enum

For example:

{
  "id": "tradle.IDCardType",
  "subClassOf": "tradle.Enum",
  "type": "tradle.Model",
  "properties": {
    "idCardType": {
      "displayName": true,
      "type": "string"
    }
  },
  "enum": [
    { "id": "passport", "title": "Passport" },
    { "id": "license", "title": "Driver Licence" },
    { "id": "id", "title": "ID Card"},
    { "id": "other", "title": "Other"}
  ]
}

Specific attributes for the properties with subClassOf tradle.Enum type.

pin

optional, allows to highlight specific values by placing them at the top of a list. This makes it easier for users to find and select the most commonly chosen options. Usually used in the custom models or lenses created for particular customer.

For example:

    "currency": {
      "type": "object",
      "ref": "tradle.Currency",
      "pin": [
        "MXN",
        "USD"
      ]
    },

limit

optional, restricts the available options for a property to a specific subset of values from a list. Usually used in the custom models or lenses created for particular customer. For example:

    "currency": {
      "type": "object",
      "ref": "tradle.Currency",
      "limit": [
        "MXN",
        "USD"
      ]
    },

Attributes for subClassOf tradle.FinancialProduct

For example:

{
  "id": "tradle.CustomerOnboarding",
  "type": "tradle.Model",
  "title": "Customer Onboarding",
  "subClassOf": "tradle.FinancialProduct",
  "forms": [
    "tradle.PhotoID",
    "tradle.CustomerContactInformation"
  ],
  "multiEntryForms": [
    "tradle.Selfie"
  ],
  "additionalForms": [
    "tradle.PersonalInfo",
    "tradle.Residence"
  ],
  "properties": {}
}

forms

required, array of form IDs, it specifies the sequence in which customers will provide information.

multiEntryForms

optional, an array of form IDs that specifies which forms can be repeatedly filled. It allows users to fill out the same type of form multiple times until they choose to switch to a different form.

additionalForms

optional, array of form IDs. It allows employees to request extra information from customers by providing access to a specified set of additional forms.

Lens

A Lens acts as a filter or customization layer on top of a data model, allowing you to tailor the presentation and behavior of model properties to better suit specific needs or contexts. Lens is usually not generic but specific for a particular provider.

As an example let's create a simple lens for model tradle.Order - see here

{
  "_t": "tradle.Lens",
  "model": "tradle.Order",
  "id": "[namespace].lens.Order",
  "properties": {
    "dateSubmitted": {
      "title": "Date",
      "displayName": true
    },
    "description": {
      "readOnlyForClients": true
    },
    "contract": {
      "readOnlyForClients": true
    },
    "totalPrice": {},
    "items": {}
  },
  "required": [
    "dateSubmitted"
  ],
  "editCols": [
    "description",
    "contract",
    "items",
    "totalPrice"
  ],
  "viewCols": [
    "dateSubmitted",
    "description",
    "contract",
    "items",
    "totalPrice"
  ],
  "gridCols": [
    "dateSubmitted",
    "description",
    "contract",
    "totalPrice"
  ],
  "hidden": [
    "buyer"
  ]
}

Here are the required attributes for the lens.

• _t: Always set to tradle.Lens
• model: Specifies the model for which this lens is created
• id: The unique identifier for the lens
• properties: The list of properties you want to change behavior of.

Only properties that are listed in the model can be listed in lens.

When lens is applied to original tradle.Order there going to be the following changes to the model:

• displayName changes from description to dateSubmitted and the dateSubmitted will be displayed as Date
• description and contract properties become read-only for clients
• required property will change from items to dateSubmitted
• hidden added so that property buyer will not be displayed
• viewCols, gridCold and editCols will be added to specify the order in which properties are going to be displayed and limit the ones that will be entered.

These modifications demonstrate how a lens can significantly alter the presentation and behavior of a model without changing its underlying structure.

Another example would be

{
  "_t": "tradle.Lens",
  "model": "tradle.PersonalInfo",
  "id": "[namespace].lens.PersonalInfo",
  "properties": {
    "countryOfBirth": {
      "pin": [
        "US",
        "UK",
        "AR"
      ]
    }
  },
  "name_group": {
    "type": "string",
    "title": "Personal detail",
    "list": [
      "firstName",
      "lastName",
      "emailAddress",
      "countryOfBirth",
      "dateOfBirth",
      "education"
    ]
  },
  "required": [
    "emailAddress"
  ]
}

After the lens is applied the three countries listed will show on top of the list of all countries. Also changed the set of required properties and the set of properties that will show in Personal detail group.