subject109_swarm_description.py

# ----------------------------------------------------------------------
# Numenta Platform for Intelligent Computing (NuPIC)
# Copyright (C) 2013, Numenta, Inc.  Unless you have an agreement
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# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
# See the GNU Affero Public License for more details.
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# along with this program.  If not, see http://www.gnu.org/licenses.
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# ----------------------------------------------------------------------

SWARM_DESCRIPTION = {
  "includedFields": [
    {
      "fieldName": "timestamp",
      "fieldType": "datetime"
    },
    {
      "fieldName": "heartbeat",
      "fieldType": "int",
      "maxValue": 279.0,
      "minValue": 10.0
    },
    {
      "fieldName": "V3",
      "fieldType": "int"
    },
    {
      "fieldName": "V4",
      "fieldType": "float",
      "maxValue": 25.1875,
      "minValue": 24.8750
    },
    {
      "fieldName": "V5",
      "fieldType": "float",
      "maxValue": 9.91674,
      "minValue": -10.0066
    },
    {
      "fieldName": "V6",
      "fieldType": "float",
      "maxValue": 65.4304000,
      "minValue": -10.1538000
    },
    {
      "fieldName": "V7",
      "fieldType": "float",
      "maxValue": 0.995535,
      "minValue": -10.0098
    },
    {
      "fieldName": "V8",
      "fieldType": "float",
      "maxValue": 14.64910000,
      "minValue": -10.00720000
    },
    {
      "fieldName": "V9",
      "fieldType": "float",
      "maxValue": 52.24170000,
      "minValue": -10.36910000
    },
    {
      "fieldName": "V10",
      "fieldType": "float",
      "maxValue": 40.77020000,
      "minValue": -10.00280000
    },
    {
      "fieldName": "V11",
      "fieldType": "float",
      "maxValue": 0.993382,
      "minValue": -1.00074
    },
    {
      "fieldName": "V12",
      "fieldType": "float",
      "maxValue": 23.07790000,
      "minValue": -10.34510000
    },
    {
      "fieldName": "V13",
      "fieldType": "float",
      "maxValue": 0.999517,
      "minValue": -1.00146
    },
    {
      "fieldName": "V14",
      "fieldType": "float",
      "maxValue": 9.94078,
      "minValue": -1.0047
    },
    {
      "fieldName": "V15",
      "fieldType": "float",
      "maxValue": 18.948500,
      "minValue": -10.013400
    },
    {
      "fieldName": "V16",
      "fieldType": "float",
      "maxValue": 0.3281450,
      "minValue": -10.0552000
    },
    {
      "fieldName": "V17",
      "fieldType": "float",
      "maxValue": 0.886128000,
      "minValue": 0.000213519
    },
    {
      "fieldName": "V18",
      "fieldType": "float",
      "maxValue": 0.842071000,
      "minValue": -0.001189040
    },
    {
      "fieldName": "V19",
      "fieldType": "float",
      "maxValue": 0.809553000,
      "minValue": -0.000544848
    },
    {
      "fieldName": "V20",
      "fieldType": "float",
      "maxValue": 0.0996298,
      "minValue": -0.100043
    },
    {
      "fieldName": "V21",
      "fieldType": "float",
      "maxValue": 32.3750,
      "minValue": 32.0000
    },
    {
      "fieldName": "V22",
      "fieldType": "float",
      "maxValue": 14.90880000,
      "minValue": -10.08920000
    },
    {
      "fieldName": "V23",
      "fieldType": "float",
      "maxValue": 50.61980000,
      "minValue": -10.05390000
    },
    {
      "fieldName": "V24",
      "fieldType": "float",
      "maxValue": 0.996677,
      "minValue": -1.00506
    },
    {
      "fieldName": "V25",
      "fieldType": "float",
      "maxValue": 14.87630000,
      "minValue": -10.13340000
    },
    {
      "fieldName": "V26",
      "fieldType": "float",
      "maxValue": 47.59330000,
      "minValue": -10.29140000
    },
    {
      "fieldName": "V27",
      "fieldType": "float",
      "maxValue": 0.0995753,
      "minValue": -1.00021
    },
    {
      "fieldName": "V28",
      "fieldType": "float",
      "maxValue": 4.220490000,
      "minValue": -0.000190218
    },
    {
      "fieldName": "V29",
      "fieldType": "float",
      "maxValue": 0.999137,
      "minValue": -0.100176
    },
    {
      "fieldName": "V30",
      "fieldType": "float",
      "maxValue": 0.999879,
      "minValue": -1.00611
    },
    {
      "fieldName": "V31",
      "fieldType": "float",
      "maxValue": 41.22030,
      "minValue": 3.73355
    },
    {
      "fieldName": "V32",
      "fieldType": "float",
      "maxValue": -15.2186,
      "minValue": -42.2015
    },
    {
      "fieldName": "V33",
      "fieldType": "float",
      "maxValue": 45.2413,
      "minValue": 10.1165
    },
    {
      "fieldName": "V34",
      "fieldType": "float",
      "maxValue": 0.674949,
      "minValue": 0.265548
    },
    {
      "fieldName": "V35",
      "fieldType": "float",
      "maxValue": -0.597709,
      "minValue": -0.897679
    },
    {
      "fieldName": "V36",
      "fieldType": "float",
      "maxValue": -0.0392258,
      "minValue": -0.5411600
    },
    {
      "fieldName": "V37",
      "fieldType": "float",
      "maxValue": 0.099712,
      "minValue": -0.100154
    },
    {
      "fieldName": "V38",
      "fieldType": "float",
      "maxValue": 31.5000,
      "minValue": 31.3125
    },
    {
      "fieldName": "V39",
      "fieldType": "float",
      "maxValue": 102.56600000,
      "minValue": -10.01070000
    },
    {
      "fieldName": "V40",
      "fieldType": "float",
      "maxValue": 80.20280000,
      "minValue": -10.00010000
    },
    {
      "fieldName": "V41",
      "fieldType": "float",
      "maxValue": 34.32240000,
      "minValue": -10.03740000
    },
    {
      "fieldName": "V42",
      "fieldType": "float",
      "maxValue": 61.93020000,
      "minValue": -10.02640000
    },
    {
      "fieldName": "V43",
      "fieldType": "float",
      "maxValue": 0.00999879,
      "minValue": -1.00004
    },
    {
      "fieldName": "V44",
      "fieldType": "float",
      "maxValue": 18.79270000,
      "minValue": -10.03480000
    },
    {
      "fieldName": "V45",
      "fieldType": "float",
      "maxValue": 8.393300000,
      "minValue": -0.000835267
    },
    {
      "fieldName": "V46",
      "fieldType": "float",
      "maxValue": 0.999616,
      "minValue": -0.100114
    },
    {
      "fieldName": "V47",
      "fieldType": "float",
      "maxValue": 5.025360000,
      "minValue": -0.000523961
    },
    {
      "fieldName": "V48",
      "fieldType": "float",
      "maxValue": -9.66255,
      "minValue": -10.35230
    },
    {
      "fieldName": "V49",
      "fieldType": "float",
      "maxValue": 19.0838000,
      "minValue": -10.0076000
    },
    {
      "fieldName": "V50",
      "fieldType": "float",
      "maxValue": 22.03610000,
      "minValue": -0.00482717
    },
    {
      "fieldName": "V51",
      "fieldType": "float",
      "maxValue": 0.689041,
      "minValue": 0.381852
    },
    {
      "fieldName": "V52",
      "fieldType": "float",
      "maxValue": 0.119569000,
      "minValue": -0.004550470
    },
    {
      "fieldName": "V53",
      "fieldType": "float",
      "maxValue": 0.800188,
      "minValue": 0.342167
    },
    {
      "fieldName": "V54",
      "fieldType": "float",
      "maxValue": -0.00979287,
      "minValue": -0.55177200
    }
  ],
  "streamDef": {
    "info": "heart-beat",
    "version": 1,
    "streams": [
      {
        "info": "Rec Center",
        "source": "file://heart-beat.csv",
        "columns": [
          "*"
        ]
      }
    ]
  },

  "inferenceType": "TemporalAnomaly",
  "inferenceArgs": {
    "predictionSteps": [
      1
    ],
    "predictedField": "heartbeat"
  },
  "iterationCount": -1,
  "swarmSize": "small"
}