Developer: approved data in a private sandbox

Status

illustrative

Industry

Cross-industry

Language

Bash

Framework

DataNivra CLI

CI

none (laptop)

Fulfilment

BUILD_DATASET

Profile

edge-cases-core

About this example

All data is synthetic. DataNivra provisions approved test data into a customer-controlled target; it does not run these tests. Credentials for the target are never returned by DataNivra — your runner holds its own.

Why test data matters

Developers debug faster on realistic data, but must not copy production to a laptop.

What is requested

The profile defaults (200 normal and 100 boundary records).

Policy gates

Synthetic-only; the target is the approved sandbox environment named by the profile.

What is provisioned

A certified synthetic dataset in that environment.

Expected output

AUTO_APPROVED, then READY.

Cleanup

datanivra test-data release <id> when done.

Files

• request.yaml
• sandbox.sh

Run

1. A tenant administrator defines and a second person approves the profile (datanivra test-data define ../../profiles/edge-cases-core.yaml --submit, then datanivra policies approve).
2. datanivra test-data validate request.yaml && datanivra test-data plan request.yaml
3. Run the example with DATANIVRA_BASE_URL and a session or workload token.

# yaml-language-server: $schema=../../../../packages/contracts/schemas/v1/manifests/test-data-request.schema.json
# DataNivra test-data-request manifest (apiVersion datanivra.io/v1alpha1). Validate: datanivra test-data validate <file>
apiVersion: datanivra.io/v1alpha1
kind: TestDataRequest
metadata:
  name: my-sandbox
spec:
  profile: { name: edge-cases-core, version: 1 }

#!/usr/bin/env bash
# Developer sandbox — approved synthetic data for local debugging, no production copy.
set -euo pipefail
datanivra login --device --tenant "${DATANIVRA_TENANT:?}"
datanivra test-data validate request.yaml
datanivra test-data plan request.yaml          # decision before anything is created
id=$(datanivra test-data request request.yaml --wait -o json | jq -r .id)
echo "Test data $id is READY in the approved sandbox environment; release it with:"
echo "  datanivra test-data release $id"

# yaml-language-server: $schema=../../../packages/contracts/schemas/v1/manifests/test-data-profile.schema.json
# DataNivra test-data-profile manifest (apiVersion datanivra.io/v1alpha1). Validate: datanivra test-data validate <file>
# Placeholder ids (00000000-0000-4000-8000-0000000000NN): replace with your ids.
# 01 = approved target environment, 11 = certified dataset, 21 = customer agent,
# 99 = workload identity trust (datanivra workload-identities list).
apiVersion: datanivra.io/v1alpha1
kind: TestDataProfile
metadata:
  name: edge-cases-core
  description: Core synthetic edge cases (no industry pack)
spec:
  fulfilment: BUILD_DATASET
  build:
    business_domain: generic records
    dataset_kind: SYNTHETIC_ONLY
    target_environment_id: 00000000-0000-4000-8000-000000000001
    retention_days: 1
    max_total_records: 50000
    scenarios:
      - { scenario_code: CORE_NORMAL, kind: NORMAL, default_count: 200, max_count: 1000 }
      - { scenario_code: CORE_BOUNDARY, kind: BOUNDARY, default_count: 100, max_count: 500 }
      - {
          scenario_code: CORE_TEMPORAL_SEQUENCE,
          kind: TEMPORAL_SEQUENCE,
          default_count: 100,
          max_count: 500,
          included_by_default: false,
        }
      - {
          scenario_code: CORE_NULL_HEAVY,
          kind: NULL_HEAVY,
          default_count: 50,
          max_count: 200,
          included_by_default: false,
        }
      - {
          scenario_code: CORE_INVALID,
          kind: INVALID,
          default_count: 50,
          max_count: 200,
          included_by_default: false,
        }
      - {
          scenario_code: CORE_DUPLICATE,
          kind: DUPLICATE,
          default_count: 50,
          max_count: 200,
          included_by_default: false,
        }
      - {
          scenario_code: CORE_HIGH_VOLUME,
          kind: HIGH_VOLUME,
          default_count: 1000,
          max_count: 50000,
          included_by_default: false,
        }