cobiBikeStreamApp.json

{
  "name": "bcwx_demo",
  "type": "flogo:app",
  "version": "0.0.1",
  "description": "",
  "appModel": "1.1.0",
  "imports": [
    "github.com/project-flogo/contrib/activity/log",
    "github.com/abramvandergeest/addDimension@master",
    "github.com/project-flogo/contrib/function/coerce@master",
    "github.com/project-flogo/stream/activity/aggregate@master",
    "github.com/skothari-tibco/csvtimer@master",
    "github.com/project-flogo/legacybridge",
    "github.com/project-flogo/ml/activity/inference@master",
    "github.com/project-flogo/contrib/trigger/channel@master",
    "github.com/project-flogo/stream@master"
  ],
  "triggers": [
    {
      "id": "csv_trigger_zero",
      "ref": "github.com/skothari-tibco/csvtimer",
      "settings": null,
      "handlers": [
        {
          "settings": {
            "filePath": "bike_data.csv",
            "header": true,
            "repeatInterval": "100"
          },
          "actions": [
            {
              "id": "gather",
              "if": "$.data.path == \"rideService/speed\" || $.data.path == \"rideService/userPower\" || $.data.path == \"tourService/ridingDuration\" || $.data.path == \"tourService/ridingDistance\" || $.data.path == \"tourService/ascent\" || $.data.path == \"tourService/calories\" || $.data.path == \"rideService/heartRate\" || $.data.path == \"rideService/cadence\" || $.data.path == \"tourService/averageSpeed\"",
              "input": {
                "input": "=$.data"
              }
            }
          ]
        }
      ]
    }
  ],
  "resources": [
    {
      "id": "pipeline:gather",
      "data": {
        "metadata": {
          "input": [
            {
              "name": "input",
              "type": "any"
            }
          ],
          "output": [
            {
              "name": "out",
              "type": "any"
            }
          ]
        },
        "stages": [
          {
            "ref": "#aggregate",
            "settings": {
              "function": "avg",
              "windowType": "timeTumbling",
              "windowSize": "1000",
              "additionalSettings": "nameKey=path,valueKey=payload"
            },
            "input": {
              "value": "=$.input"
            },
            "output": {
              "result": {
                "mapping": [
                  "=coerce.toFloat32(getValue($.result[\"rideService/speed\"], 0) / 10)",
                  "=coerce.toFloat32(getValue($.result[\"rideService/userPower\"], 0) / 100)",
                  "=coerce.toFloat32(getValue($.result[\"tourService/ridingDuration\"], 0) / 500)",
                  "=coerce.toFloat32(getValue($.result[\"tourService/ridingDistance\"], 0) / 2000)",
                  "=coerce.toFloat32(getValue($.result[\"tourService/ascent\"], 0) / 15)",
                  "=coerce.toFloat32(getValue($.result[\"tourService/calories\"], 0) / 50)",
                  "=coerce.toFloat32(getValue($.result[\"rideService/heartRate\"], 0) / 150)",
                  "=coerce.toFloat32(getValue($.result[\"rideService/cadence\"], 0) / 90)",
                  "=coerce.toFloat32(getValue($.result[\"tourService/averageSpeed\"], 0) / 8)"
                ]
              }
            }
          },
          {
            "id": "addDim",
            "ref": "#addDimension",
            "input": {
              "data": "=$.result"
            }
          },
          {
            "id": "inference_ml",
            "ref": "#inference",
            "input": {
              "model": "Archive_COBI_bike_thresh_0.2.zip",
              "framework": "Tensorflow",
              "features": {
                "mapping": [
                  {
                    "name": "inputs",
                    "data": "=$.output"
                  }
                ]
              },
              "sigDefName": "serving_default",
              "tag": "serve"
            }
          },
          {
            "ref": "#log",
            "input": {
              "message": "=$.result"
            }
          }
        ]
      }
    }
  ],
  "actions": [
    {
      "ref": "#stream",
      "settings": {
        "pipelineURI": "res://pipeline:gather"
      },
      "id": "gather"
    }
  ]
}