Module: Legion::Extensions::MicrosoftTeams::Runners::ProfileIngest

Extended by:
Definitions, ProfileIngest
Includes:
Helpers::Client, Helpers::GraphCache, Helpers::HighWaterMark, Helpers::PermissionGuard
Included in:
ProfileIngest
Defined in:
lib/legion/extensions/microsoft_teams/runners/profile_ingest.rb

Constant Summary

Constants included from Helpers::HighWaterMark

Helpers::HighWaterMark::HWM_TTL

Constants included from Helpers::PermissionGuard

Helpers::PermissionGuard::BACKOFF_SCHEDULE

Instance Method Summary collapse

Methods included from Helpers::GraphCache

#cached_graph_get, #graph_cache_ttl, #graph_user_key, #invalidate_graph_cache

Methods included from Helpers::HighWaterMark

#get_extended_hwm, #get_hwm, #hwm_key, #new_messages, #persist_hwm_as_trace, #restore_hwm_from_traces, #set_extended_hwm, #set_hwm, #update_extended_hwm, #update_hwm_from_messages

Methods included from Helpers::PermissionGuard

#denial_info, #guarded_request, #permission_denied?, #record_denial, #reset_denials!

Methods included from Helpers::Client

#bot_connection, #graph_connection, #oauth_connection, #user_path

Instance Method Details

#full_ingest(token:, top_people: 10, message_depth: 50) ⇒ Object 



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# File 'lib/legion/extensions/microsoft_teams/runners/profile_ingest.rb', line 29

def full_ingest(token:, top_people: 10, message_depth: 50, **)
  log.debug("ProfileIngest#full_ingest top_people=#{top_people} message_depth=#{message_depth}")
  self_result = ingest_self(token: token)
  people_result = ingest_people(token: token, top: 25)
  people = people_result[:skipped] ? [] : (people_result[:people] || [])
  conv_result = ingest_conversations(token: token, people: people,
                                     top_people: top_people, message_depth: message_depth)
  teams_result = ingest_teams_and_meetings(token: token)

  { self: self_result, people: people_result, conversations: conv_result, teams: teams_result }
end

#incremental_sync(token:, top_people: 10, message_depth: 50) ⇒ Object 



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# File 'lib/legion/extensions/microsoft_teams/runners/profile_ingest.rb', line 202

def incremental_sync(token:, top_people: 10, message_depth: 50, **)
  ingest_self(token: token)
  people_result = ingest_people(token: token, top: 25)
  people = people_result[:skipped] ? [] : (people_result[:people] || [])

  return { refreshed: true, conversations: 0 } if people.empty?

  ingest_conversations(token: token, people: people,
                       top_people: top_people, message_depth: message_depth)
end

#ingest_conversations(token:, people:, top_people: 10, message_depth: 50) ⇒ Object 



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# File 'lib/legion/extensions/microsoft_teams/runners/profile_ingest.rb', line 107

def ingest_conversations(token:, people:, top_people: 10, message_depth: 50, **)
  return { ingested: 0 } if people.empty?

  conn = graph_connection(token: token)
  chats = cached_graph_get(conn: conn, path: 'me/chats',
                           params: { '$top' => 50 })
          .then { |body| (body || {}).fetch('value', []) }
  one_on_ones = chats.select { |c| c['chatType'] == 'oneOnOne' }

  email_to_chat = build_chat_member_index(conn: conn, chats: one_on_ones)
  ingested = 0

  people.first(top_people).each do |person|
    email = person.dig('scoredEmailAddresses', 0, 'address')&.downcase
    next unless email

    chat = email_to_chat[email]
    next unless chat

    messages = fetch_new_messages(conn: conn, chat_id: chat['id'], depth: message_depth)
    next if messages.empty?

    extraction = extract_conversation(messages: messages, peer_name: person['displayName'])
    next unless extraction

    memory_runner.store_trace(
      type:            :episodic,
      content_payload: ::JSON.dump({
                                     peer: person['displayName'], chat_id: chat['id'],
        summary: extraction, last_active: messages.first&.dig('createdDateTime')
                                   }),
      domain_tags:     ['teams', 'conversation', "peer:#{person['displayName']}"],
      confidence:      0.6,
      origin:          :direct_experience
    )

    update_extended_hwm(chat_id: chat['id'],
                        last_message_at: messages.map { |m| m['createdDateTime'] }.max,
                        new_message_count: messages.length, ingested: true)
    persist_hwm_as_trace(chat_id: chat['id'])
    ingested += 1
  end

  { ingested: ingested }
rescue StandardError => e
  handle_exception(e, level: :error, operation: 'ProfileIngest#ingest_conversations')
  { error: e.message, ingested: ingested || 0 }
end

#ingest_people(token:, top: 25) ⇒ Object 



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# File 'lib/legion/extensions/microsoft_teams/runners/profile_ingest.rb', line 75

def ingest_people(token:, top: 25, **)
  return { skipped: true, reason: :permission_denied } if permission_denied?('/me/people')

  conn = graph_connection(token: token)
  resp = conn.get('me/people', { '$top' => top })

  if resp.respond_to?(:status) && resp.status == 403
    record_denial('/me/people', resp.body.dig('error', 'message') || 'Forbidden')
    return { skipped: true, reason: :permission_denied }
  end

  people = (resp.body || {}).fetch('value', [])
  people.sort_by! { |p| -(p.dig('scoredEmailAddresses', 0, 'relevanceScore') || 0) }

  people.each do |person|
    name = person['displayName'] || 'Unknown'
    memory_runner.store_trace(
      type:            :semantic,
      content_payload: ::JSON.dump(person.slice('displayName', 'jobTitle', 'department',
                                                'officeLocation', 'scoredEmailAddresses')),
      domain_tags:     ['teams', 'peer', "peer:#{name}"],
      confidence:      0.7,
      origin:          :direct_experience
    )
  end

  { people: people, count: people.length }
rescue StandardError => e
  handle_exception(e, level: :error, operation: 'ProfileIngest#ingest_people')
  { error: e.message, skipped: false }
end

#ingest_self(token:) ⇒ Object 



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# File 'lib/legion/extensions/microsoft_teams/runners/profile_ingest.rb', line 41

def ingest_self(token:, **)
  conn = graph_connection(token: token)
  profile = conn.get('me').body

  memory_runner.store_trace(
    type:            :identity,
    content_payload: ::JSON.dump(profile),
    domain_tags:     %w[teams self owner],
    confidence:      1.0,
    origin:          :direct_experience
  )

  presence = begin
    conn.get('me/presence').body
  rescue StandardError => e
    handle_exception(e, level: :debug, operation: 'ProfileIngest#ingest_self presence') if defined?(handle_exception)
    {}
  end
  unless presence.empty?
    memory_runner.store_trace(
      type:            :sensory,
      content_payload: ::JSON.dump(presence),
      domain_tags:     %w[teams presence self],
      confidence:      0.8,
      origin:          :direct_experience
    )
  end

  { profile: profile, presence: presence }
rescue StandardError => e
  handle_exception(e, level: :error, operation: 'ProfileIngest#ingest_self')
  { error: e.message }
end

#ingest_teams_and_meetings(token:) ⇒ Object 



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# File 'lib/legion/extensions/microsoft_teams/runners/profile_ingest.rb', line 156

def ingest_teams_and_meetings(token:, **)
  conn = graph_connection(token: token)
  teams_count = 0

  unless permission_denied?('/me/joinedTeams')
    teams_resp = conn.get('me/joinedTeams')
    teams = (teams_resp.body || {}).fetch('value', [])

    teams.each do |team|
      members_resp = conn.get("teams/#{team['id']}/members")
      members = (members_resp.body || {}).fetch('value', [])
      memory_runner.store_trace(
        type:            :semantic,
        content_payload: ::JSON.dump({ team: team['displayName'], member_count: members.length,
                                       members: members.map { |m| m['displayName'] } }),
        domain_tags:     ['teams', 'org', "team:#{team['displayName']}"],
        confidence:      0.8,
        origin:          :direct_experience
      )
      teams_count += 1
    end
  end

  meetings_count = 0
  unless permission_denied?('/me/onlineMeetings')
    meetings_resp = conn.get('me/onlineMeetings')
    meetings = (meetings_resp.body || {}).fetch('value', [])
    meetings.each do |meeting|
      memory_runner.store_trace(
        type:            :episodic,
        content_payload: ::JSON.dump(meeting.slice('subject', 'startDateTime', 'endDateTime',
                                                   'participants')),
        domain_tags:     %w[teams meeting],
        confidence:      0.5,
        origin:          :direct_experience
      )
      meetings_count += 1
    end
  end

  { teams: teams_count, meetings: meetings_count }
rescue StandardError => e
  handle_exception(e, level: :error, operation: 'ProfileIngest#ingest_teams_and_meetings')
  { error: e.message }
end