Data Catalog YAML Reference Alpha

Complete reference for defining your Data Catalog resources using YAML configuration files.

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This guide shows you how to define a data catalog project using YAML files that contain the definitions of your data catalog resources.

Overview

In the context of the Rudder CLI (rudder-cli) tool, a data catalog project typically consists of a root directory that contains all the project files. Within this root directory, each YAML file can contain definitions for resources of a particular type, for example, events, properties, custom data types, and tracking plans.

The location and naming of these YAML files is flexible, as you can store the YAML files anywhere within the project’s root directory or subdirectories.

You can also group some resources of the same type in the same file, allowing structures that can best serve your project’s requirements. For example, you could have:

A events.yaml file in the project’s root directory that defines multiple events.
Another file subdirectory/user-events.yaml that defines addtional events.

The Rudder CLI tool processes all valid YAML files within the project structure to recognize the defined resources.

The following sections detail the specific YAML formats and parameter definitions for each data catalog resource type.

Events

You can define one or more events in the YAML file by setting kind to events.

The spec parameter of the YAML file has the following structure:

Property	Type	Description
`events` Required	Array of event definitions	An array of event definitions grouped together in the same file.

Event definition

The event definitions have a structure that depends on the event type. All definitions share some common properties, as listed in the below table:

Property	Type	Description
`id` Required	String	Unique identifier for the event within the project. This parameter must be unique across all events.
`event_type` Required	String	Event type. Acceptable values are `track`, `identify`, `page`, `screen`, and `group`.
`description`	String	Event description.

Additionally, track events (event_type: track) also support the following property:

Property	Type	Description
`name` Required	String	The `track` event name. In other words, this parameter corresponds to the `event` property of the corresponding RudderStack `track` event.

Example

version: rudder/0.1
kind: events
metadata:
  name: myeventgroup
spec:
  events:
    - id: product_viewed
      name: "Product Viewed"
      event_type: track
      description: "This event is triggered every time a user views a product."
    - id: added_to_cart
      name: "Added To Cart"
      event_type: track
      description: "This event is triggered every time the user adds a product to their cart."
    - id: identify
      event_type: identify
      description: "An event that identifies the user."
    - id: page
      event_type: page

Properties

You can define one or more properties in the YAML file by setting kind to properties.

The spec parameter of the YAML file has the following structure:

Property	Type	Description
`properties` Required	Array of property definitions	An array of property definitions grouped together in the same file.

Property definition

A property definition has the following structure:

Property	Type	Description
`id` Required	String	Unique identifier for the property within the project. This parameter must be unique across all properties in all the YAML files within the project.
`name` Required	String	This parameter corresponds to the field inside an event’s `properties` or `traits` JSON.
`type` Required	String	Property type. Acceptable values are: `string`, `integer`, `number`, `object`, `array`, `boolean`, and `null`.
`description`	String	Property description.
`propConfig`	`propConfig` object	Additional validation rules for the property’s values.

Property config

Property	Type	Description
`minLength`	Integer	Minimum length of the property’s string value.
`maxLength`	Integer	Maximum length of the property’s string value.
`pattern`	String	Regular expression that the property’s string values need to match with.
`enum`	Array of strings	List of all valid values for the property.

Example

version: rudder/v0.1
kind: properties
metadata:
  name: ecommerce_properties
spec:
  properties:
    - id: product_id
      name: "product_id"
      type: string
      description: "Unique identifier for the product."
      propConfig:
        minLength: 3
        maxLength: 64
    - id: product_name
      name: "product_name"
      type: string
      description: "Name of the product."
      propConfig:
        minLength: 2
        maxLength: 255
    - id: product_price
      name: "product_price"
      type: number
      description: "Price of the product in the store's currency."
    - id: product_category
      name: "product_category"
      type: string
      description: "Category the product belongs to."
      propConfig:
        enum:
        - "clothing"
        - "electronics"
        - "home_goods"
        - "beauty"
        - "accessories"
        maxLength: 60
    - id: cart_items
      name: "cart_items"
      description: "Items present in the cart."
      type: array
      propConfig:
        minItems: 1
        uniqueItems: false

Custom data types

You can define custom data types in the YAML file by setting kind to custom-types.

The spec parameter of the YAML file has the following structure:

Property	Type	Description
`types` Required	Array of custom type definitions	An array of custom type objects grouped together in the same file.

Custom type definition

Property	Type	Description
`id` Required	String	Unique identifier for the custom type within the project. This parameter must be unique across all custom types in all the YAML files within the project.
`name` Required	String	Display name of the custom type.
`type` Required	String	Base data type for the custom type. Acceptable values are: `string`, `integer`, `number`, `object`, `array`, `boolean`.
`config` Required	`config` object	Validation rules for the custom type. The configuration options vary depending on the `type` parameter.
`description`	String	Description of the custom type.

`config` options

The config object’s configuration varies depending on the type parameter.

Parameter	Description
`minLength`	Minimum string length
`maxLength`	Maximum string length
`pattern`	Regular expression pattern
`format`	Predefined format like email, date, etc.
`enum`	Array of allowed values

Parameter	Description
`minimum`	Minimum value
`maximum`	Maximum value
`exclusiveMinimum`	Exclusive minimum value
`exclusiveMaximum`	Exclusive maximum value
`multipleOf`	Multiple of value

Parameter	Description
`itemTypes`	List of acceptable types for array items
`minItems`	Minimum number of items
`maxItems`	Maximum number of items
`uniqueItems`	Boolean requiring uniqueness of items

Example

version: rudder/v0.1
kind: custom-types
metadata:
  name: email-types
spec:
  types:
    - id: emailtype
      name: "email_type"
      description: "Custom type for email validation"
      type: string
      config:
        format: "email"
        minLength: 5
        maxLength: 255
        pattern: "^[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\\.[a-zA-Z]{2,}$"
    - id: addresstype
      name: "address_type"
      description: "Physical address information"
      type: object
      properties:
        - id: street
          type: string
          required: true
        - id: city
          type: string
          required: true
        - id: country
          type: string
          required: false

Tracking plans

You can define a tracking plan in the YAML file by setting kind to tp.

The spec parameter of the YAML file has the following structure:

Property	Type	Description
`id` Required	String	Unique identifier for the tracking plan within the project. This parameter must be unique across all the tracking plans in the project.
`display_name` Required	String	A readable short name for the tracking plan.
`description`	String	Tracking plan description.
`rules` Required	Array of rules definitions	Contains the list of events in the tracking plan along with the rules for their expected properties.

Rules definition

Property	Type	Description
`type` Required	String	The rule type. The only acceptable value currently is `event_rule`.
`id` Required	String	Rule ID.
`event` Required	Rule event definition object	Event definition associated with the rule along with the validation rules for the tracking plan.
`properties` Required	Array of rule property definitions	List of properties associated with the rule’s event along with the validation rules for the tracking plan.

Rule event definition

Property	Type	Description
`$ref` Required	String	Reference to an existing event definition. See Reference catalog resources for more information on how to work with references.
`allow_unplanned`	Boolean	Validation rule that checks if the event can have properties other than those defined in the rule’s `properties` section. Default value: `false`
`identity_section` Required, for non-track events	String	Defines in which field of the corresponding RudderStack event payload the rule’s properties should be included. Acceptable values are: `properties`, `traits`, and `context.traits`.

Rule property definition

Property	Type	Description
`$ref` Required	String	Reference to an existing property definition. See Reference catalog resources for more information on how to work with references.
`required`	Boolean	Validation rule that determines whether the property should always be present in the RudderStack event. Default value: `false`

Example

version: rudder/0.1
kind: tp
metadata:
  name: ecommerce_tracking_plan
spec:
  id: ecommerce_tracking_plan
  display_name: "E-commerce Tracking Plan"
  description: "Tracking plan for an e-commerce application."
  rules:
    - type: event_rule
      id: product_viewed_rule
      event:
        $ref: "#/events/myeventgroup/product_viewed"
        allow_unplanned: false
      properties:
        - $ref: "#/properties/ecommerce_properties/product_id"
          required: true
        - $ref: "#/properties/ecommerce_properties/product_name"
          required: true
        - $ref: "#/properties/ecommerce_properties/product_price"
          required: true
        - $ref: "#/properties/ecommerce_properties/product_category"
          required: false
    - type: event_rule
      id: added_to_cart_rule
      event:
        $ref: "#/events/myeventgroup/added_to_cart"
        allow_unplanned: false
      properties:
        - $ref: "#/properties/ecommerce_properties/product_id"
          required: true
        - $ref: "#/properties/ecommerce_properties/product_name"
          required: true
        - $ref: "#/properties/ecommerce_properties/product_price"
          required: true
        - $ref: "#/properties/ecommerce_properties/cart_items"
          required: true

Reference catalog resources

Definitions in a YAML file can refer to definitions in other files by using the resource reference ($ref) strings—this is useful while defining resources like tracking plans which need to be associated with events and properties defined in other files.

Note that references must always start with a # character followed by the path using the / delimiter. The path can point to a unique resource within a project’s file and is expected to have the following components in order:

kind value of the target resource’s file, that is, events, properties, or tp.
metadata.name value of the target resource’s file.
id value of the target resource.

For example, you can refer an event inside a file with metadata.name set to examples and having id as example_id as follows:

- $ref: "#/events/examples/example_id"

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Data Catalog YAML Reference Alpha

Overview

Events

Event definition

Example

Properties

Property definition

Property config

Example

Custom data types

Custom type definition

config options

Example

Tracking plans

Rules definition

Rule event definition

Rule property definition

Example

Reference catalog resources

`config` options