{
  "productInfo" : {
    "company" : "HighByte",
    "product" : "IntelligenceHub",
    "version" : "4.4.1",
    "build" : "2026.4.14.7",
    "stage" : "Release"
  },
  "project" : {
    "version" : 13,
    "connections" : [ {
      "name" : "mqtt",
      "uri" : "mqtt://localhost:1889",
      "description" : "This is a Connection to the Intelligence Hub MQTT broker created for the purpose of viewing Pipeline outputs.",
      "tags" : [ "starter_pi_af" ],
      "writes" : {
        "flattenModeledValues" : false
      },
      "writeThrottle" : {
        "enabled" : false,
        "maxBatchSizePerTarget" : 1000,
        "batchDelay" : {
          "duration" : 20,
          "units" : "Milliseconds"
        }
      },
      "subscriptions" : { },
      "storeForward" : {
        "enabled" : false,
        "maxEntries" : 100,
        "waitOnFailureInterval" : {
          "duration" : 1,
          "units" : "Seconds"
        }
      },
      "settings" : {
        "connectionTimeoutSeconds" : 10,
        "keepAliveSeconds" : 60,
        "requestTimeoutMS" : 5000,
        "maxInflight" : 1000,
        "cleanSession" : true,
        "mcpEnabled" : "disabled",
        "ssl" : false,
        "redundantBrokers" : [ ],
        "inputDiscovery" : "",
        "clientId" : "Intelligence_Hub_Reference"
      }
    }, {
      "name" : "pi_af",
      "uri" : "osisoft.afsdk://{{System.Variables.pi_host_reference}}:45299",
      "description" : "This is a Connection to AVEVA PI System.  The purpose of the Connection is to obtain data for starter solution examples and, specifically starter solutions related to PI Asset Framework.  HighByte note: this Connection uses a dedicated agent installed on a demo system EC2.",
      "tags" : [ "starter_pi_af" ],
      "writes" : {
        "flattenModeledValues" : false
      },
      "writeThrottle" : {
        "enabled" : false,
        "maxBatchSizePerTarget" : 1000,
        "batchDelay" : {
          "duration" : 20,
          "units" : "Milliseconds"
        }
      },
      "subscriptions" : { },
      "storeForward" : {
        "enabled" : false,
        "maxEntries" : 100,
        "waitOnFailureInterval" : {
          "duration" : 1,
          "units" : "Seconds"
        }
      },
      "settings" : {
        "connectTimeoutSeconds" : 5,
        "requestTimeoutMS" : 120000,
        "compression" : "GZIP",
        "auth" : {
          "type" : "credentials",
          "username" : "osisoft",
          "password" : {
            "type" : "Reference",
            "value" : "pi_password"
          }
        },
        "password" : {
          "type" : "Reference",
          "value" : "pi_token_reference"
        }
      }
    } ],
    "inputs" : [ {
      "name" : "pi_af_input_current_values",
      "connection" : "pi_af",
      "type" : "osisoft.afsdk",
      "qualifier" : {
        "type" : "asset",
        "options" : {
          "get" : "currentValue",
          "includeMetaData" : true,
          "includeChildren" : false,
          "database" : "ReactorsDemo",
          "query" : "Template: 'Pump'",
          "attributes" : [ "FlowRate", "Status" ],
          "index" : false,
          "indexWindow" : ""
        }
      },
      "cacheLifetime" : {
        "enabled" : false
      },
      "template" : {
        "type" : "Off"
      },
      "parameters" : {
        "type" : "EmptyParameters"
      }
    }, {
      "name" : "pi_af_input_event_frame",
      "connection" : "pi_af",
      "type" : "osisoft.afsdk",
      "qualifier" : {
        "type" : "eventframe",
        "options" : {
          "get" : "currentValue",
          "includeMetaData" : false,
          "includeChildren" : false,
          "database" : "ReactorsDemo",
          "query" : "Template: \"Downtime\" AND End:>\"{{this.startTime}}\" AND End:<\"{{this.endTime}}\"",
          "index" : false,
          "indexWindow" : ""
        }
      },
      "cacheLifetime" : {
        "enabled" : false
      },
      "template" : {
        "type" : "Off"
      },
      "parameters" : {
        "type" : "inline",
        "model" : {
          "name" : "params",
          "tags" : [ ],
          "attributes" : [ {
            "attributeType" : "Internal",
            "name" : "startTime",
            "nullable" : false,
            "required" : false,
            "array" : false,
            "defaultValue" : "2026-05-26T21:59:16.875Z",
            "internalType" : "String"
          }, {
            "attributeType" : "Internal",
            "name" : "endTime",
            "nullable" : false,
            "required" : false,
            "array" : false,
            "defaultValue" : "2026-05-26T22:00:16.875Z",
            "internalType" : "String"
          } ]
        }
      }
    }, {
      "name" : "pi_af_input_event_frame_test",
      "connection" : "pi_af",
      "type" : "osisoft.afsdk",
      "qualifier" : {
        "type" : "eventframe",
        "options" : {
          "get" : "currentValue",
          "includeMetaData" : false,
          "includeChildren" : false,
          "database" : "ReactorsDemo",
          "query" : "Name: \"OSIDemo_Line 2_Inlet Pump_Downtime_2026-05-26 21:00:00.000\"",
          "index" : false,
          "indexWindow" : ""
        }
      },
      "cacheLifetime" : {
        "enabled" : false
      },
      "template" : {
        "type" : "Off"
      },
      "parameters" : {
        "type" : "EmptyParameters"
      }
    }, {
      "name" : "pi_af_input_event_frame_values",
      "connection" : "pi_af",
      "type" : "osisoft.afsdk",
      "qualifier" : {
        "type" : "asset",
        "options" : {
          "get" : "rawValues",
          "includeMetaData" : true,
          "includeChildren" : false,
          "database" : "ReactorsDemo",
          "query" : "ID: {{this.elementID}}",
          "index" : false,
          "indexWindow" : "",
          "startTime" : "{{this.start}}",
          "endTime" : "{{this.end}}",
          "interval" : "1m",
          "attributes" : [ "SuctionPressure", "Status", "SerialNumber", "ReasonCode", "OnOff", "Manufacturer", "FlowRate", "BearingTemperature" ]
        }
      },
      "cacheLifetime" : {
        "enabled" : false
      },
      "template" : {
        "type" : "Off"
      },
      "parameters" : {
        "type" : "inline",
        "model" : {
          "name" : "params",
          "tags" : [ ],
          "attributes" : [ {
            "attributeType" : "Internal",
            "name" : "elementID",
            "nullable" : false,
            "required" : false,
            "array" : false,
            "defaultValue" : "43607d6c-7a21-11ec-832d-0a7a14cb841b",
            "internalType" : "String"
          }, {
            "attributeType" : "Internal",
            "name" : "start",
            "nullable" : false,
            "required" : false,
            "array" : false,
            "defaultValue" : "2026-05-03T04:00:00.0000000Z",
            "internalType" : "String"
          }, {
            "attributeType" : "Internal",
            "name" : "end",
            "nullable" : false,
            "required" : false,
            "array" : false,
            "defaultValue" : "2026-05-03T08:00:00.0000000Z",
            "internalType" : "String"
          } ]
        }
      }
    }, {
      "name" : "pi_af_input_metadata_asset_attributes_page",
      "connection" : "pi_af",
      "type" : "osisoft.afsdk",
      "qualifier" : {
        "type" : "assetmetadata",
        "options" : {
          "get" : "currentValue",
          "includeMetaData" : false,
          "includeChildren" : false,
          "includeAttributes" : true,
          "database" : "Grains",
          "query" : "Template: 'Equipment Tag'",
          "index" : false,
          "indexWindow" : "",
          "paging" : true,
          "startIndex" : "{{this.pageIndex}}",
          "pageSize" : "{{this.pageSize}}"
        }
      },
      "cacheLifetime" : {
        "enabled" : false
      },
      "template" : {
        "type" : "Off"
      },
      "parameters" : {
        "type" : "inline",
        "model" : {
          "name" : "params",
          "tags" : [ ],
          "attributes" : [ {
            "attributeType" : "Internal",
            "name" : "pageIndex",
            "nullable" : false,
            "required" : false,
            "array" : false,
            "internalType" : "String"
          }, {
            "attributeType" : "Internal",
            "name" : "pageSize",
            "nullable" : false,
            "required" : false,
            "array" : false,
            "internalType" : "String"
          } ]
        }
      }
    }, {
      "name" : "pi_af_input_metadata_assets",
      "connection" : "pi_af",
      "type" : "osisoft.afsdk",
      "qualifier" : {
        "type" : "assetmetadata",
        "options" : {
          "get" : "currentValue",
          "includeMetaData" : false,
          "includeChildren" : false,
          "includeAttributes" : true,
          "database" : "ReactorsDemo",
          "query" : "Name: 'Inlet Pump' OR Name: 'Outlet Pump'",
          "index" : false,
          "indexWindow" : ""
        }
      },
      "cacheLifetime" : {
        "enabled" : false
      },
      "template" : {
        "type" : "Off"
      },
      "parameters" : {
        "type" : "EmptyParameters"
      }
    }, {
      "name" : "pi_af_input_metadata_assets_for_tag_list",
      "connection" : "pi_af",
      "type" : "osisoft.afsdk",
      "qualifier" : {
        "type" : "assetmetadata",
        "options" : {
          "get" : "currentValue",
          "includeMetaData" : false,
          "includeChildren" : false,
          "includeAttributes" : true,
          "database" : "ReactorsDemo",
          "query" : "Name: 'Inlet Pump' OR Name: 'Outlet Pump'",
          "index" : false,
          "indexWindow" : ""
        }
      },
      "cacheLifetime" : {
        "enabled" : true,
        "interval" : {
          "duration" : 1,
          "units" : "Days"
        }
      },
      "template" : {
        "type" : "Off"
      },
      "parameters" : {
        "type" : "EmptyParameters"
      }
    }, {
      "name" : "pi_af_input_metadata_assets_page",
      "connection" : "pi_af",
      "type" : "osisoft.afsdk",
      "qualifier" : {
        "type" : "assetmetadata",
        "options" : {
          "get" : "currentValue",
          "includeMetaData" : false,
          "includeChildren" : false,
          "includeAttributes" : false,
          "database" : "Grains",
          "query" : "Template: 'Base'",
          "index" : false,
          "indexWindow" : "",
          "paging" : true,
          "startIndex" : "{{this.pageIndex}}",
          "pageSize" : "{{this.pageSize}}"
        }
      },
      "cacheLifetime" : {
        "enabled" : false
      },
      "template" : {
        "type" : "Off"
      },
      "parameters" : {
        "type" : "inline",
        "model" : {
          "name" : "params",
          "tags" : [ ],
          "attributes" : [ {
            "attributeType" : "Internal",
            "name" : "pageIndex",
            "nullable" : false,
            "required" : false,
            "array" : false,
            "defaultValue" : 0,
            "internalType" : "String"
          }, {
            "attributeType" : "Internal",
            "name" : "pageSize",
            "nullable" : false,
            "required" : false,
            "array" : false,
            "defaultValue" : 100,
            "internalType" : "String"
          } ]
        }
      }
    }, {
      "name" : "pi_af_input_value_changes",
      "connection" : "pi_af",
      "type" : "osisoft.afsdk",
      "qualifier" : {
        "type" : "assetdatapipe",
        "options" : {
          "get" : "currentValue",
          "includeMetaData" : false,
          "includeChildren" : true,
          "database" : "ReactorsDemo",
          "query" : "Template: 'Pump'",
          "subscriptionId" : "pi_af_input_value_changes_5_26",
          "index" : false,
          "indexWindow" : ""
        }
      },
      "cacheLifetime" : {
        "enabled" : false
      },
      "template" : {
        "type" : "Off"
      },
      "parameters" : {
        "type" : "EmptyParameters"
      }
    } ],
    "outputs" : [ ],
    "modeling" : {
      "models" : [ {
        "name" : "starter_asset_values",
        "description" : "This Model defines a simple narrow schema and supports multiple historian related starter solutions.",
        "groupAs" : "/starter_hist_values",
        "tags" : [ "starter_pi_af" ],
        "attributes" : [ {
          "attributeType" : "Internal",
          "name" : "attributeId",
          "nullable" : false,
          "required" : true,
          "array" : false,
          "internalType" : "String"
        }, {
          "attributeType" : "Internal",
          "name" : "assetId",
          "nullable" : false,
          "required" : true,
          "array" : false,
          "internalType" : "Any"
        }, {
          "attributeType" : "Internal",
          "name" : "assetPath",
          "nullable" : true,
          "required" : false,
          "array" : false,
          "internalType" : "String"
        }, {
          "attributeType" : "Internal",
          "name" : "valueNumeric",
          "nullable" : true,
          "required" : false,
          "array" : false,
          "internalType" : "Real64"
        }, {
          "attributeType" : "Internal",
          "name" : "valueOther",
          "nullable" : true,
          "required" : false,
          "array" : false,
          "internalType" : "String"
        }, {
          "attributeType" : "Internal",
          "name" : "quality",
          "nullable" : true,
          "required" : false,
          "array" : false,
          "internalType" : "String"
        }, {
          "attributeType" : "Internal",
          "name" : "time",
          "nullable" : false,
          "required" : true,
          "array" : false,
          "internalType" : "DateTime"
        }, {
          "attributeType" : "Internal",
          "name" : "transactionType",
          "nullable" : true,
          "required" : false,
          "array" : false,
          "internalType" : "String"
        } ]
      } ],
      "instances" : [ ]
    },
    "conditions" : [ ],
    "functions" : [ ],
    "tags" : [ {
      "name" : "starter_pi_af"
    } ],
    "pipelines" : [ {
      "name" : "starter_output_pi_af_value_changes_to_mqtt",
      "description" : "This Pipeline obtains value changes from PI System via a subscription.  The data from PI includes PI Asset Framework asset context.   The Pipeline models the data before publishing buffered payload arrays to the Intelligence Hub MQTT Broker.",
      "groupAs" : "/starter_hist_read_value_changes",
      "tags" : [ "starter_pi_af" ],
      "inputStages" : [ "read_pi_data" ],
      "stages" : [ {
        "name" : "breakup_array",
        "display" : {
          "position" : {
            "x" : 1140,
            "y" : 0
          }
        },
        "description" : "This Stage breaks up the values array.",
        "config" : {
          "type" : ".BreakupConfig",
          "breakupType" : "array",
          "depth" : 1
        },
        "outputs" : [ "apply_model" ]
      }, {
        "name" : "breakup_object",
        "display" : {
          "position" : {
            "x" : 690,
            "y" : 0
          }
        },
        "description" : "This stage breaks up the complex object by transaction type.",
        "config" : {
          "type" : ".BreakupConfig",
          "breakupType" : "object",
          "depth" : 1
        },
        "outputs" : [ "breakup_array" ]
      }, {
        "name" : "size_buffer",
        "display" : {
          "position" : {
            "x" : 2040,
            "y" : 0
          }
        },
        "description" : "The Buffer Stage is used to group many value changes before writing to a file or a data lake or data warehouse.",
        "config" : {
          "type" : ".SizedBufferConfig",
          "windowExpression" : "stage.setBufferKey(null);",
          "windowSize" : 100,
          "timeout" : {
            "duration" : 0,
            "units" : "Seconds"
          }
        },
        "outputs" : [ "to_mqtt" ]
      }, {
        "name" : "to_mqtt",
        "display" : {
          "position" : {
            "x" : 2490,
            "y" : 0
          }
        },
        "description" : "In this example value change arrays are being written to the Intelligence Hub MQTT broker for ease of visibility.  ",
        "config" : {
          "type" : ".DynamicWriteConfig",
          "failureOutputs" : [ ],
          "connectionReference" : "{{Connection.mqtt}}",
          "qualifier" : {
            "topic" : "Value_Changes_PI_AF",
            "qos" : 0,
            "namedRoot" : false,
            "retained" : false,
            "breakupArrays" : false,
            "filterList" : [ "_name", "_model", "_timestamp" ]
          },
          "qualifierExpression" : "",
          "writeReturn" : "ignore"
        },
        "outputs" : [ ]
      }, {
        "name" : "read_pi_data",
        "display" : {
          "position" : {
            "x" : 240,
            "y" : 0
          }
        },
        "description" : "This Stage reads data from PI.",
        "config" : {
          "type" : ".ReadConfig",
          "failureOutputs" : [ ],
          "reference" : {
            "type" : "Input",
            "name" : "pi_af_input_value_changes",
            "path" : "",
            "params" : { },
            "connectionName" : "pi_af"
          }
        },
        "outputs" : [ "breakup_object" ]
      }, {
        "name" : "apply_model",
        "display" : {
          "position" : {
            "x" : 1590,
            "y" : 0
          }
        },
        "description" : "This Stage applies the desired schema to the payload.",
        "config" : {
          "type" : ".ModelConfig",
          "model" : "starter_asset_values",
          "objectName" : "",
          "initExpression" : "",
          "attributes" : [ {
            "name" : "attributeId",
            "expression" : {
              "type" : "PipelineStageReference",
              "stageReference" : "event.value._attributeID"
            }
          }, {
            "name" : "assetId",
            "expression" : {
              "type" : "PipelineStageReference",
              "stageReference" : "event.value._elementID"
            }
          }, {
            "name" : "assetPath",
            "expression" : {
              "type" : "JavaScript",
              "expression" : "let path = event.value._path;\r\nlet result = path.includes(\"\\\\\") ? path.replaceAll(\"\\\\\", \"/\") : str;\r\nreturn result;"
            }
          }, {
            "name" : "valueNumeric",
            "expression" : {
              "type" : "JavaScript",
              "expression" : "// checks if event.value.value is not not a number (is a number), not null, not blank and is finite number (not +Infinity, or -Infinity).   If true, cast event.value.value to a number.  If false, set to null.\r\nif (!isNaN(event.value.value) && event.value.value !==null && event.value.value !== \"\" && isFinite(event.value.value))\r\n{\r\n\treturn Number(event.value.value);\r\n}\r\nelse\r\n{\r\n\treturn null;\r\n}"
            }
          }, {
            "name" : "valueOther",
            "expression" : {
              "type" : "JavaScript",
              "expression" : "// checks if event.value.value is not not a number (is a number), not null, not blank and is finite number (not +Infinity, or -Infinity).   If true, set to null.  If false, return the event.value.value.\r\nif (!isNaN(event.value.value) && event.value.value !==null && event.value.value !== \"\" && isFinite(event.value.value))\r\n{\r\n\treturn null;\r\n}\r\nelse\r\n{\r\n\treturn (event.value.value);\r\n}"
            }
          }, {
            "name" : "quality",
            "expression" : {
              "type" : "PipelineStageReference",
              "stageReference" : "event.value.quality"
            }
          }, {
            "name" : "time",
            "expression" : {
              "type" : "PipelineStageReference",
              "stageReference" : "event.value._timestamp"
            }
          }, {
            "name" : "transactionType",
            "expression" : {
              "type" : "PipelineStageReference",
              "stageReference" : "event.metadata.breakupName"
            }
          } ]
        },
        "outputs" : [ "size_buffer" ]
      } ],
      "trackActivity" : false,
      "triggers" : [ {
        "name" : "polled_trigger",
        "display" : {
          "position" : {
            "x" : -450,
            "y" : 0
          }
        },
        "description" : "The trigger Stage initiates the Pipeline.",
        "config" : {
          "type" : ".TriggerPolled",
          "enabled" : false,
          "interval" : {
            "duration" : 10,
            "units" : "Seconds"
          },
          "mode" : "interval"
        }
      } ],
      "errorHandler" : {
        "type" : "default"
      }
    } ],
    "namespace" : [ ]
  },
  "network" : {
    "groups" : [ ],
    "hubs" : [ ]
  }
}