ai milvus: add monitoring support

Add monitoring framework integration to the AI Milvus workflow to
track performance during vector database benchmarks.

Generated-by: Claude AI
Signed-off-by: Luis Chamberlain <[email protected]>

Author: mcgrof

playbooks/ai_benchmark.yml

@@ -3,6 +3,20 @@
   hosts: baseline:dev
   vars:
     ai_vector_db_milvus_benchmark_enable: true
+  tasks:
+    # Start monitoring services before running benchmarks
+    - ansible.builtin.import_tasks: roles/monitoring/tasks/monitor_run.yml
+      when:
+        - enable_monitoring|default(false)|bool
+      tags: ["monitoring", "monitor_run"]
+
   roles:
     - role: milvus
       tags: ['ai', 'vector_db', 'milvus', 'benchmark']
+
+  post_tasks:
+    # Collect monitoring data after benchmarks complete
+    - ansible.builtin.import_tasks: roles/monitoring/tasks/monitor_collect.yml
+      when:
+        - enable_monitoring|default(false)|bool
+      tags: ["monitoring", "monitor_collect"]

playbooks/roles/milvus/tasks/install_docker.yml

@@ -14,6 +14,7 @@
       - python3-pip
       - python3-setuptools
       - python3-packaging
+      - python3-bpfcc
     state: present
   become: true
   when:
@@ -35,6 +36,7 @@
       - docker-compose
       - python3-pip
       - python3-setuptools
+      - python3-bcc
     state: present
   become: true
   when:

playbooks/roles/monitoring/tasks/monitor_collect.yml

@@ -24,6 +24,8 @@
         {{ topdir_path }}/workflows/mmtests/results/monitoring
       {%- elif kdevops_workflow_enable_sysbench|default(false)|bool -%}
         {{ topdir_path }}/workflows/sysbench/results/monitoring
+      {%- elif kdevops_workflow_enable_ai|default(false)|bool -%}
+        {{ topdir_path }}/workflows/ai/results/monitoring
       {%- else -%}
         {{ topdir_path }}/results/monitoring
       {%- endif -%}

workflows/ai/Makefile

@@ -90,6 +90,11 @@ ai-results-baseline:
 ai-results-dev:
 	$(Q)$(MAKE) ai-results HOSTS="dev"
 
+monitor-results: $(KDEVOPS_EXTRA_VARS)
+	$(Q)ansible-playbook $(ANSIBLE_VERBOSE) \
+		playbooks/monitor-results.yml \
+		--extra-vars=@./extra_vars.yaml
+
 ai-setup:
 	$(Q)ansible-playbook $(ANSIBLE_VERBOSE) \
 		playbooks/ai_setup.yml \