Azure DevOps Demo Models · main
modelops.json

manufacturing/inventory-reorder-optimization/modelops.json · 3,847 bytes · read-only public source view
{
  "schemaVersion": "1.0",
  "modelKey": "inventory-reorder-optimization",
  "displayName": "Inventory Reorder Optimization",
  "description": "Calculates economic order quantities, reorder points and safety stock under service-level targets.",
  "industry": "Manufacturing",
  "technology": "Python",
  "version": "1.2.0",
  "engineKey": "inventory-reorder",
  "runtime": {
    "adapter": "Python",
    "version": "3.12",
    "entryPoint": "src/inventory_reorder.py"
  },
  "execution": {
    "mode": "managed-or-external",
    "workingDirectory": "manufacturing/inventory-reorder-optimization",
    "universalRunner": "tools/modelops_demo_runner.py",
    "allowParameterCommandSubstitution": false
  },
  "parameters": [
    {
      "key": "annualDemand",
      "label": "Annual demand",
      "description": "Annual demand",
      "type": "integer",
      "required": true,
      "defaultValue": "85000",
      "choices": [],
      "unit": "units",
      "minimum": 1,
      "maximum": 100000000
    },
    {
      "key": "orderCost",
      "label": "Ordering cost",
      "description": "Ordering cost",
      "type": "decimal",
      "required": true,
      "defaultValue": "240",
      "choices": [],
      "unit": "CAD",
      "minimum": 0.01,
      "maximum": 1000000
    },
    {
      "key": "unitCost",
      "label": "Unit cost",
      "description": "Unit cost",
      "type": "decimal",
      "required": true,
      "defaultValue": "18.75",
      "choices": [],
      "unit": "CAD",
      "minimum": 0.01,
      "maximum": 1000000
    },
    {
      "key": "holdingRate",
      "label": "Annual holding rate",
      "description": "Annual holding rate",
      "type": "decimal",
      "required": true,
      "defaultValue": "0.22",
      "choices": [],
      "unit": "ratio",
      "minimum": 0.001,
      "maximum": 1
    },
    {
      "key": "leadTimeDays",
      "label": "Lead time",
      "description": "Lead time",
      "type": "integer",
      "required": true,
      "defaultValue": "18",
      "choices": [],
      "unit": "days",
      "minimum": 1,
      "maximum": 365
    },
    {
      "key": "dailyDemandStdDev",
      "label": "Daily demand standard deviation",
      "description": "Daily demand standard deviation",
      "type": "decimal",
      "required": true,
      "defaultValue": "42",
      "choices": [],
      "unit": "units",
      "minimum": 0,
      "maximum": 100000
    },
    {
      "key": "serviceLevel",
      "label": "Service level",
      "description": "Service level",
      "type": "choice",
      "required": true,
      "defaultValue": "95%",
      "choices": [
        "90%",
        "95%",
        "97.5%",
        "99%"
      ],
      "unit": ""
    }
  ],
  "inputs": [
    {
      "key": "skuData",
      "label": "SKU data",
      "description": "SKU data",
      "kind": "file",
      "required": false,
      "acceptedExtensions": [
        ".csv"
      ],
      "samplePath": "sample-inputs/skus.csv"
    }
  ],
  "outputs": [
    {
      "key": "recommendations",
      "label": "Reorder recommendations",
      "description": "Reorder recommendations",
      "pathTemplate": "outputs/reorder_recommendations.csv",
      "contentType": "text/csv",
      "required": true
    },
    {
      "key": "summary",
      "label": "Inventory summary",
      "description": "Inventory 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": [
      "Supply chain",
      "Inventory",
      "Optimization",
      "Manufacturing"
    ]
  }
}