Full Example

# What's this data contract about?
domain: seller # Domain
dataProduct: my quantum # Data product name
version: 1.1.0 # Version (follows semantic versioning)
status: current
id: 53581432-6c55-4ba2-a65f-72344a91553a

# Lots of information
description:
  purpose: Views built on top of the seller tables.
  limitations: Data based on seller perspective, no buyer information
  usage: Predict sales over time
tenant: ClimateQuantumInc

kind: DataContract
apiVersion: v3.0.0 # Standard version (follows semantic versioning)

# Infrastructure & servers
servers:
  - server: my-postgres
    type: postgres
    host: localhost
    port: 5432
    database: pypl-edw
    schema: pp_access_views

# Dataset, schema and quality
schema:
  - name: tbl
    physicalName: tbl_1
    physicalType: table
    description: Provides core payment metrics
    authoritativeDefinitions:
      - url: https://catalog.data.gov/dataset/air-quality
        type: businessDefinition
      - url: https://youtu.be/jbY1BKFj9ec
        type: videoTutorial
    tags: [ ]
    dataGranularityDescription: Aggregation on columns txn_ref_dt, pmt_txn_id
    properties:
      - name: txn_ref_dt
        primaryKey: false
        primaryKeyPosition: -1
        businessName: transaction reference date
        logicalType: date
        physicalType: date
        required: false
        description: Reference date for transaction
        partitioned: true
        partitionKeyPosition: 1
        criticalDataElement: false
        tags: [ ]
        classification: public
        transformSourceObjects:
          - table_name_1
          - table_name_2
          - table_name_3
        transformLogic: sel t1.txn_dt as txn_ref_dt from table_name_1 as t1, table_name_2 as t2, table_name_3 as t3 where t1.txn_dt=date-3
        transformDescription: defines the logic in business terms; logic for dummies
        examples:
          - "2022-10-03"
          - "2020-01-28"
        customProperties:
          - property: anonymizationStrategy
            value: none
      - name: rcvr_id
        primaryKey: true
        primaryKeyPosition: 1
        businessName: receiver id
        logicalType: string
        physicalType: varchar(18)
        required: false
        description: A description for column rcvr_id.
        partitioned: false
        partitionKeyPosition: -1
        criticalDataElement: false
        tags: [ ]
        classification: restricted
      - name: rcvr_cntry_code
        primaryKey: false
        primaryKeyPosition: -1
        businessName: receiver country code
        logicalType: string
        physicalType: varchar(2)
        required: false
        description: Country code
        partitioned: false
        partitionKeyPosition: -1
        criticalDataElement: false
        tags: [ ]
        classification: public
        authoritativeDefinitions:
          - url: https://collibra.com/asset/742b358f-71a5-4ab1-bda4-dcdba9418c25
            type: businessDefinition
          - url: https://github.com/myorg/myrepo
            type: transformationImplementation
          - url: jdbc:postgresql://localhost:5432/adventureworks/tbl_1/rcvr_cntry_code
            type: implementation
        encryptedName: rcvr_cntry_code_encrypted
        quality:
          - rule: nullCheck
            description: column should not contain null values
            dimension: completeness # dropdown 7 values
            type: library
            severity: error
            businessImpact: operational
            schedule: 0 20 * * *
            scheduler: cron
            customProperties:
              - property: FIELD_NAME
                value:
              - property: COMPARE_TO
                value:
              - property: COMPARISON_TYPE
                value: Greater than
    quality:
      - rule: countCheck
        type: library
        description: Ensure row count is within expected volume range
        dimension: completeness
        method: reconciliation
        severity: error
        businessImpact: operational
        schedule: 0 20 * * *
        scheduler: cron
    customProperties:
      - property: business-key
        value:
          - txn_ref_dt
          - rcvr_id


# Pricing
price:
  priceAmount: 9.95
  priceCurrency: USD
  priceUnit: megabyte


# Team
team:
  - username: ceastwood
    role: Data Scientist
    dateIn: "2022-08-02"
    dateOut: "2022-10-01"
    replacedByUsername: mhopper
  - username: mhopper
    role: Data Scientist
    dateIn: "2022-10-01"
  - username: daustin
    role: Owner
    comment: Keeper of the grail
    dateIn: "2022-10-01"


# Roles
roles:
  - role: microstrategy_user_opr
    access: read
    firstLevelApprovers: Reporting Manager
    secondLevelApprovers: 'mandolorian'
  - role: bq_queryman_user_opr
    access: read
    firstLevelApprovers: Reporting Manager
    secondLevelApprovers: na
  - role: risk_data_access_opr
    access: read
    firstLevelApprovers: Reporting Manager
    secondLevelApprovers: 'dathvador'
  - role: bq_unica_user_opr
    access: write
    firstLevelApprovers: Reporting Manager
    secondLevelApprovers: 'mickey'

# SLA
slaDefaultElement: tab1.txn_ref_dt
slaProperties:
  - property: latency # Property, see list of values in DP QoS
    value: 4
    unit: d # d, day, days for days; y, yr, years for years
    element: tab1.txn_ref_dt # This would not be needed as it is the same table.column as the default one
  - property: generalAvailability
    value: "2022-05-12T09:30:10-08:00"
  - property: endOfSupport
    value: "2032-05-12T09:30:10-08:00"
  - property: endOfLife
    value: "2042-05-12T09:30:10-08:00"
  - property: retention
    value: 3
    unit: y
    element: tab1.txn_ref_dt
  - property: frequency
    value: 1
    valueExt: 1
    unit: d
    element: tab1.txn_ref_dt
  - property: timeOfAvailability
    value: 09:00-08:00
    element: tab1.txn_ref_dt
    driver: regulatory # Describes the importance of the SLA: [regulatory|analytics|operational|...]
  - property: timeOfAvailability
    value: 08:00-08:00
    element: tab1.txn_ref_dt
    driver: analytics


# Support
support:
  - channel: '#product-help' # Simple Slack communication channel
    tool: slack
    url: https://aidaug.slack.com/archives/C05UZRSBKLY
  - channel: datacontract-ann # Simple distribution list
    tool: email
    url: mailto:datacontract-ann@bitol.io
  - channel: Feedback  # Product Feedback
    description: General Product Feedback (Public)
    url: https://product-feedback.com

# Tags
tags:
  - transactions


# Custom properties
customProperties:
  - property: refRulesetName
    value: gcsc.ruleset.name
  - property: somePropertyName
    value: property.value
  - property: dataprocClusterName # Used for specific applications like Elevate
    value: [ cluster name ]

contractCreatedTs: "2022-11-15T02:59:43+00:00"