Azure DevOps Demo Models · main
modelops.json

education/university-enrollment-forecast/modelops.json · 3,930 bytes · read-only public source view
{
  "schemaVersion": "1.0",
  "modelKey": "university-enrollment-forecast",
  "displayName": "University Enrollment Forecast",
  "description": "Projects applications, yield, continuing students and total enrollment by planning scenario.",
  "industry": "Education",
  "technology": "Bash + Python",
  "version": "1.3.0",
  "engineKey": "enrollment-forecast",
  "runtime": {
    "adapter": "Bash + Python",
    "version": "Bash 5 + Python 3.12",
    "entryPoint": "src/run_forecast.sh"
  },
  "execution": {
    "mode": "managed-or-external",
    "workingDirectory": "education/university-enrollment-forecast",
    "universalRunner": "tools/modelops_demo_runner.py",
    "allowParameterCommandSubstitution": false
  },
  "parameters": [
    {
      "key": "startingEnrollment",
      "label": "Starting enrollment",
      "description": "Starting enrollment",
      "type": "integer",
      "required": true,
      "defaultValue": "28600",
      "choices": [],
      "unit": "students",
      "minimum": 100,
      "maximum": 1000000
    },
    {
      "key": "annualApplications",
      "label": "Annual applications",
      "description": "Annual applications",
      "type": "integer",
      "required": true,
      "defaultValue": "52000",
      "choices": [],
      "unit": "applications",
      "minimum": 100,
      "maximum": 10000000
    },
    {
      "key": "admitRate",
      "label": "Admission rate",
      "description": "Admission rate",
      "type": "decimal",
      "required": true,
      "defaultValue": "0.48",
      "choices": [],
      "unit": "ratio",
      "minimum": 0,
      "maximum": 1
    },
    {
      "key": "yieldRate",
      "label": "Acceptance yield",
      "description": "Acceptance yield",
      "type": "decimal",
      "required": true,
      "defaultValue": "0.29",
      "choices": [],
      "unit": "ratio",
      "minimum": 0,
      "maximum": 1
    },
    {
      "key": "retentionRate",
      "label": "Annual retention",
      "description": "Annual retention",
      "type": "decimal",
      "required": true,
      "defaultValue": "0.88",
      "choices": [],
      "unit": "ratio",
      "minimum": 0,
      "maximum": 1
    },
    {
      "key": "projectionYears",
      "label": "Projection years",
      "description": "Projection years",
      "type": "integer",
      "required": true,
      "defaultValue": "8",
      "choices": [],
      "unit": "years",
      "minimum": 1,
      "maximum": 25
    },
    {
      "key": "scenario",
      "label": "Enrollment scenario",
      "description": "Enrollment scenario",
      "type": "choice",
      "required": true,
      "defaultValue": "Reference",
      "choices": [
        "Reference",
        "International growth",
        "Domestic decline",
        "Retention improvement"
      ],
      "unit": ""
    }
  ],
  "inputs": [
    {
      "key": "programMix",
      "label": "Program mix",
      "description": "Program mix",
      "kind": "file",
      "required": false,
      "acceptedExtensions": [
        ".csv"
      ],
      "samplePath": "sample-inputs/program_mix.csv"
    }
  ],
  "outputs": [
    {
      "key": "forecast",
      "label": "Enrollment forecast",
      "description": "Enrollment forecast",
      "pathTemplate": "outputs/enrollment_forecast.csv",
      "contentType": "text/csv",
      "required": true
    },
    {
      "key": "summary",
      "label": "Planning summary",
      "description": "Planning summary",
      "pathTemplate": "outputs/summary.json",
      "contentType": "application/json",
      "required": true
    }
  ],
  "resources": {
    "cpuCores": 1,
    "memoryMb": 512,
    "timeoutSeconds": 120
  },
  "governance": {
    "criticality": "Low",
    "owner": "Demo Model Governance",
    "reviewCycle": "Quarterly",
    "dataClassification": "Synthetic demo data",
    "tags": [
      "Education",
      "Enrollment",
      "Planning",
      "Forecast"
    ]
  }
}