args:
- defaultValue: name,details
  description: 'Text fields to compare. Can be label name, incident fields or custom fields. Comma separated value. '
  name: textFields
  required: true
- defaultValue: '0.95'
  description: TFIDF score threshold (to consider incident as similar).
  name: threshold
- defaultValue: '1000'
  description: Maximum number of incidents to check.
  name: maximumNumberOfIncidents
- defaultValue: '72'
  description: Check incidents in this time frame.
  name: timeFrameHours
- auto: PREDEFINED
  defaultValue: 'no'
  description: Ignore close incidents.
  name: ignoreClosedIncidents
  predefined:
  - 'yes'
  - 'no'
- auto: PREDEFINED
  defaultValue: occurred
  description: Time field to consider.
  name: timeField
  predefined:
  - occurred
  - created
  - modified
- defaultValue: '10'
  description: Maximum number of similar candidates.
  name: maxResults
- defaultValue: '50'
  description: Minimum required text length to compare.
  name: minTextLength
- auto: PREDEFINED
  defaultValue: 'false'
  description: Whether to pre-process text (removing HTML, normilize words)
  name: preProcessText
  predefined:
  - 'true'
  - 'false'
comment: |-
  Deprecated. Use DBotFindSimilarIncidents instead.
  Find similar incidents by text comparison - the algorithm based on TF-IDF method.
  To read more about this method: https://en.wikipedia.org/wiki/Tf%E2%80%93idf

  This automation runs using the default Limited User role, unless you explicitly
  change the permissions.
  For more information, see the section about permissions here:
  - For Cortex XSOAR 6 see https://docs-cortex.paloaltonetworks.com/r/Cortex-XSOAR/6.x/Cortex-XSOAR-Playbook-Design-Guide/Automations 
  - For Cortex XSOAR 8 Cloud see https://docs-cortex.paloaltonetworks.com/r/Cortex-XSOAR/8/Cortex-XSOAR-Cloud-Documentation/Create-a-script
  - For Cortex XSOAR 8.7 On-prem see https://docs-cortex.paloaltonetworks.com/r/Cortex-XSOAR/8.7/Cortex-XSOAR-On-prem-Documentation/Create-a-script
commonfields:
  id: FindSimilarIncidentsByText
  version: -1
enabled: true
name: FindSimilarIncidentsByText
outputs:
- contextPath: similarIncident.rawId
  description: Similar incident ID.
  type: string
- contextPath: isSimilarIncidentFound
  description: Is similar incident found? (true\false)
  type: boolean
- contextPath: similarIncident
  description: Similar incident.
  type: Unknown
- contextPath: similarIncident.name
  description: Similar incident name.
  type: string
script: '-'
subtype: python3
tags:
- ml
- dedup
- duplicate
- incidents
timeout: '0'
type: python
dockerimage: demisto/sklearn:1.0.0.12545527
runonce: true
tests:
- No test
fromversion: 5.0.0
deprecated: true