Kaspersky Machine Learning for Anomaly Detection

Settings and an example of JSON file that describes presets

JSON file that describes presets is created by a qualified technical specialist of the Customer, a Kaspersky employee or a certified integrator. The file that describes presets is uploaded by the user in the Presets section.

JSON file defines information about presets under presets, which itself contains the following settings:

• name: preset name.

• Code is the preset ID in the Kaspersky MLAD database. An ID is assigned automatically when the file is uploaded.
• Sort is a sequential display number of the preset under Presets.
• tags: a list of IDs for the tags included in the preset
• icon: preset icon name
• css_class: the name of the CSS class for preset icon display
• is_display_on_time_slice determines whether the preset should be displayed under Time slice. If this is set to true, the preset is displayed under Time slice.
• evaluations: describes the graph in the Time slice section by using the following settings:
  • axis_x_name: x-axis label.
  • evaluations: describes the expression used to calculate tag values for graph display by using the following:
    • name: the name of the expression used to calculate tag values for graph display.
    • yAxis: y-axis label.
    • expression is an expression used to calculate the tag values
    • expression_color: preset graph color. Chart color is set with the help of RGB codes by using the following settings:
      • a: alpha opacity setting You can specify a value in the range of 0 to 1.
      • b: blue channel coordinate You can specify a value in the range of 0 to 255.
      • g: green channel coordinate You can specify a value in the range of 0 to 255.
      • r: red channel coordinate You can specify a value in the range of 0 to 255.
• Graphic_areas is a group of settings that describe the graphic areas within the preset.
  • Name is the name of the graphic area.
  • Description is the description of the graphic area.
  • Sort is a sequential display number of the graphic area in the preset under Presets, History, and Monitoring.
  • Display_max is an upper limit for displaying tags associated with the graphic area. If is_scale_mode_auto is true, set display_max to null.
  • Display_min is a lower boundary for displaying tags associated with the graphics area. If is_scale_mode_auto is true, set display_min to null.
  • Additional_thresholds is a group of settings that describe additional threshold lines.
    • Id is the ID of the additional threshold line. An ID is assigned automatically when the file is uploaded.
    • value: threshold value.
    • Color is a color of the graph that will be displayed for the additional threshold line. Chart color is set with the help of RGB codes by using the following settings:
      • a: alpha opacity setting You can specify a value in the range of 0 to 1.
      • r: red channel coordinate You can specify a value in the range of 0 to 255.
      • g: green channel coordinate You can specify a value in the range of 0 to 255.
      • b: blue channel coordinate You can specify a value in the range of 0 to 255.
  • Scale_mode is the axis scaling mode. You can specify one of the following values for the scale_mode setting:
    • single_axis: uses one Y-axis to display tag data on the graph.
    • cast: scales data along the Y-axis for each tag individually, irrespective of data from other tags in the graphic area.
  • Is_scale_mode_auto is a setting that defines the method of graph scaling in single axis mode. When this is set to true, the tag graph is automatically scaled based on the minimum and maximum data values of all tags in the graphic area.
  • tag_id_list: a list of tag IDs that are included in the graphic area.
  • Graphic_area_id is the ID of the graphic area. An ID is assigned automatically when the file is uploaded.
  • Preset_id is the ID of the preset the graphic area belongs to. An ID is assigned automatically when the file is uploaded.

Below is an example of a JSON file containing descriptions of presets.