Azure DevOps Demo Models · main
modelops.json

retail/retail-demand-markdown/modelops.json · 3,776 bytes · read-only public source view
{
  "schemaVersion": "1.0",
  "modelKey": "retail-demand-markdown",
  "displayName": "Retail Demand and Markdown Planner",
  "description": "Estimates weekly unit demand, revenue and margin across promotional markdown scenarios.",
  "industry": "Retail",
  "technology": "C#/.NET",
  "version": "1.7.0",
  "engineKey": "retail-markdown",
  "runtime": {
    "adapter": "C#/.NET",
    "version": ".NET 10",
    "entryPoint": "src/RetailMarkdown/Program.cs"
  },
  "execution": {
    "mode": "managed-or-external",
    "workingDirectory": "retail/retail-demand-markdown",
    "universalRunner": "tools/modelops_demo_runner.py",
    "allowParameterCommandSubstitution": false
  },
  "parameters": [
    {
      "key": "baseWeeklyUnits",
      "label": "Base weekly units",
      "description": "Base weekly units",
      "type": "integer",
      "required": true,
      "defaultValue": "12500",
      "choices": [],
      "unit": "units",
      "minimum": 1,
      "maximum": 100000000
    },
    {
      "key": "listPrice",
      "label": "List price",
      "description": "List price",
      "type": "decimal",
      "required": true,
      "defaultValue": "79.99",
      "choices": [],
      "unit": "CAD",
      "minimum": 0.01,
      "maximum": 1000000
    },
    {
      "key": "unitCost",
      "label": "Unit cost",
      "description": "Unit cost",
      "type": "decimal",
      "required": true,
      "defaultValue": "31.50",
      "choices": [],
      "unit": "CAD",
      "minimum": 0.01,
      "maximum": 1000000
    },
    {
      "key": "priceElasticity",
      "label": "Price elasticity",
      "description": "Price elasticity",
      "type": "decimal",
      "required": true,
      "defaultValue": "1.45",
      "choices": [],
      "unit": "elasticity",
      "minimum": 0,
      "maximum": 10
    },
    {
      "key": "markdownPercent",
      "label": "Markdown",
      "description": "Markdown",
      "type": "decimal",
      "required": true,
      "defaultValue": "0.20",
      "choices": [],
      "unit": "ratio",
      "minimum": 0,
      "maximum": 0.9
    },
    {
      "key": "weeks",
      "label": "Planning weeks",
      "description": "Planning weeks",
      "type": "integer",
      "required": true,
      "defaultValue": "13",
      "choices": [],
      "unit": "weeks",
      "minimum": 1,
      "maximum": 52
    },
    {
      "key": "campaign",
      "label": "Campaign",
      "description": "Campaign",
      "type": "choice",
      "required": true,
      "defaultValue": "Seasonal",
      "choices": [
        "Seasonal",
        "Clearance",
        "Loyalty event",
        "No promotion"
      ],
      "unit": ""
    }
  ],
  "inputs": [
    {
      "key": "storeMix",
      "label": "Store-channel mix",
      "description": "Store-channel mix",
      "kind": "file",
      "required": false,
      "acceptedExtensions": [
        ".csv"
      ],
      "samplePath": "sample-inputs/store_mix.csv"
    }
  ],
  "outputs": [
    {
      "key": "plan",
      "label": "Weekly markdown plan",
      "description": "Weekly markdown plan",
      "pathTemplate": "outputs/markdown_plan.csv",
      "contentType": "text/csv",
      "required": true
    },
    {
      "key": "summary",
      "label": "Commercial summary",
      "description": "Commercial summary",
      "pathTemplate": "outputs/summary.json",
      "contentType": "application/json",
      "required": true
    }
  ],
  "resources": {
    "cpuCores": 1,
    "memoryMb": 512,
    "timeoutSeconds": 120
  },
  "governance": {
    "criticality": "Medium",
    "owner": "Demo Model Governance",
    "reviewCycle": "Quarterly",
    "dataClassification": "Synthetic demo data",
    "tags": [
      "Retail",
      "Pricing",
      "Demand",
      "Margin"
    ]
  }
}