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4 changes: 3 additions & 1 deletion automation/test-execution/ansible/llm-benchmark-auto.yml
Original file line number Diff line number Diff line change
Expand Up @@ -329,6 +329,7 @@
tasks_from: stop
vars:
results_path: "{{ playbook_dir }}/../../../results/llm/{{ test_model | replace('/', '__') }}/{{ workload_type }}-{{ hostvars['localhost']['test_run_id'] }}/{{ core_configuration.name }}"
metrics_collection_duration: "{{ hostvars['localhost']['estimated_test_duration'] | default(60) }}"
enable_vllm_metrics_collection: true
delegate_to: localhost
become: false
Expand Down Expand Up @@ -515,7 +516,8 @@
- block:
- name: Get tunnel PID
ansible.builtin.shell: |
lsof -ti :8000 -sTCP:LISTEN | head -1
# Only kill SSH tunnel processes, not vLLM server or other services
pgrep -f "ssh.*-L.*8000:localhost:8000" | head -1
Comment on lines +519 to +520
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⚠️ Potential issue | 🟡 Minor

SSH tunnel pattern inconsistent with start-grafana.yml—may match unintended tunnels.

The pattern ssh.*-L.*8000:localhost:8000 here lacks hostname anchoring, while start-grafana.yml (lines 430, 451) uses ssh.*8000:localhost:8000.*{{ dut_hostname }}. On systems with multiple SSH tunnels to different hosts, this could kill the wrong tunnel.

Consider adding hostname anchoring for consistency:

Proposed fix
         - name: Get tunnel PID
           ansible.builtin.shell: |
-            # Only kill SSH tunnel processes, not vLLM server or other services
-            pgrep -f "ssh.*-L.*8000:localhost:8000" | head -1
+            # Only kill SSH tunnel processes for the DUT, not other tunnels
+            pgrep -f "ssh.*-L.*8000:localhost:8000.*{{ groups['dut'][0] }}" | head -1
           register: tunnel_pid_check
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
# Only kill SSH tunnel processes, not vLLM server or other services
pgrep -f "ssh.*-L.*8000:localhost:8000" | head -1
# Only kill SSH tunnel processes for the DUT, not other tunnels
pgrep -f "ssh.*-L.*8000:localhost:8000.*{{ groups['dut'][0] }}" | head -1
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@automation/test-execution/ansible/llm-benchmark-auto.yml` around lines 519 -
520, The pgrep pattern "ssh.*-L.*8000:localhost:8000" can match tunnels to other
hosts; update the pgrep invocation used here to include the DUT hostname anchor
(same approach as in start-grafana.yml) so it only matches the specific tunnel
for the target host — for example, change the pattern used by the pgrep call
that searches for the SSH tunnel to include "8000:localhost:8000.*{{
dut_hostname }}" (or the equivalent runtime variable like ${dut_hostname}) so
only the intended SSH process is selected.

register: tunnel_pid_check
failed_when: false
changed_when: false
Expand Down
18 changes: 17 additions & 1 deletion automation/test-execution/ansible/publish-existing-results.yml
Original file line number Diff line number Diff line change
Expand Up @@ -16,17 +16,33 @@
- requested_cores is defined
fail_msg: "Missing required variables. Provide: test_model, workload_type, test_run_id, requested_cores"

- name: Search for test-metadata.json to find core_config_name
ansible.builtin.find:
paths: "{{ playbook_dir }}/../../../results/llm/{{ test_model | replace('/', '__') }}/{{ workload_type }}-{{ test_run_id }}"
patterns: "test-metadata.json"
recurse: true
register: metadata_search
when: core_config_name is not defined

- name: Load core_config_name from metadata if found
ansible.builtin.set_fact:
core_config_name: "{{ (lookup('file', metadata_search.files[0].path) | from_json).core_config_name }}"
when:
- core_config_name is not defined
- metadata_search.matched > 0

- name: Set core configuration if not provided
ansible.builtin.set_fact:
core_configuration:
cores: "{{ requested_cores }}"
tensor_parallel: 1
numa_node: 0
name: "{{ core_config_name | default(requested_cores | string + 'cores-numa0-tp1') }}"
when: core_configuration is not defined

- name: Build results path
ansible.builtin.set_fact:
results_path: "{{ playbook_dir }}/../../../results/llm/{{ test_model | replace('/', '__') }}/{{ workload_type }}-{{ test_run_id }}/{{ requested_cores }}cores-numa{{ core_configuration.numa_node | default(0) }}-tp{{ core_configuration.tensor_parallel | default(1) }}"
results_path: "{{ playbook_dir }}/../../../results/llm/{{ test_model | replace('/', '__') }}/{{ workload_type }}-{{ test_run_id }}/{{ core_configuration.name | default(core_config_name) | default(requested_cores | string + 'cores-numa' + (core_configuration.numa_node | default(0) | string) + '-tp' + (core_configuration.tensor_parallel | default(1) | string)) }}"

- name: Display publishing configuration
ansible.builtin.debug:
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -31,10 +31,10 @@ guidellm_itl_ms_p95{ {{ labels }} } {{ benchmark.metrics.inter_token_latency_ms.
guidellm_itl_ms_p99{ {{ labels }} } {{ benchmark.metrics.inter_token_latency_ms.successful.percentiles.p99 | default(0) }}

# End-to-End Request Latency in milliseconds (convert from seconds)
guidellm_e2e_latency_ms_mean{ {{ labels }} } {{ (benchmark.metrics.request_latency.successful.mean * 1000) | default(0) }}
guidellm_e2e_latency_ms_p50{ {{ labels }} } {{ (benchmark.metrics.request_latency.successful.percentiles.p50 * 1000) | default(0) }}
guidellm_e2e_latency_ms_p95{ {{ labels }} } {{ (benchmark.metrics.request_latency.successful.percentiles.p95 * 1000) | default(0) }}
guidellm_e2e_latency_ms_p99{ {{ labels }} } {{ (benchmark.metrics.request_latency.successful.percentiles.p99 * 1000) | default(0) }}
guidellm_e2e_latency_ms_mean{ {{ labels }} } {{ (benchmark.metrics.request_latency.successful.mean | default(0)) * 1000 }}
guidellm_e2e_latency_ms_p50{ {{ labels }} } {{ (benchmark.metrics.request_latency.successful.percentiles.p50 | default(0)) * 1000 }}
guidellm_e2e_latency_ms_p95{ {{ labels }} } {{ (benchmark.metrics.request_latency.successful.percentiles.p95 | default(0)) * 1000 }}
guidellm_e2e_latency_ms_p99{ {{ labels }} } {{ (benchmark.metrics.request_latency.successful.percentiles.p99 | default(0)) * 1000 }}

# Request Statistics
guidellm_total_requests{ {{ labels }} } {{ benchmark.metrics.request_totals.total | default(0) }}
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -4,7 +4,7 @@
- name: Wait for metrics collection to complete
ansible.builtin.wait_for:
path: "{{ results_path }}/vllm-metrics.json"
timeout: 30
timeout: "{{ (metrics_collection_duration | default(60) | int) + 30 }}"
delegate_to: localhost
become: false
ignore_errors: true
Expand Down
53 changes: 38 additions & 15 deletions automation/test-execution/ansible/start-grafana.yml
Original file line number Diff line number Diff line change
Expand Up @@ -60,43 +60,59 @@

- name: Auto-detect compose tool
block:
- name: Check for podman-compose
ansible.builtin.command: podman-compose --version
register: podman_compose_check
failed_when: false
changed_when: false

- name: Check for docker-compose
ansible.builtin.command: docker-compose --version
register: docker_compose_check
failed_when: false
changed_when: false

- name: Check for podman-compose
ansible.builtin.command: podman-compose --version
register: podman_compose_check
- name: Check for docker compose (CLI v2)
ansible.builtin.command: docker compose version
register: docker_cli_compose_check
failed_when: false
changed_when: false

- name: Set compose command (podman-compose)
ansible.builtin.set_fact:
compose_cmd: podman-compose
runtime_name: Podman
when: podman_compose_check.rc == 0

- name: Set compose command (docker-compose)
ansible.builtin.set_fact:
compose_cmd: docker-compose
runtime_name: Docker
when: docker_compose_check.rc == 0
when:
- podman_compose_check.rc != 0
- docker_compose_check.rc == 0

- name: Set compose command (podman-compose)
- name: Set compose command (docker compose CLI v2)
ansible.builtin.set_fact:
compose_cmd: podman-compose
runtime_name: Podman
compose_cmd: docker compose
runtime_name: Docker
when:
- podman_compose_check.rc != 0
- docker_compose_check.rc != 0
- podman_compose_check.rc == 0
- docker_cli_compose_check.rc == 0

- name: Fail if no compose tool found
ansible.builtin.fail:
msg: |
Neither docker-compose nor podman-compose found!
Neither podman-compose, docker-compose, nor docker compose found!

Install one of the following:
- Docker Desktop (includes docker-compose)
- Docker Desktop (includes docker-compose or docker compose)
- podman-compose: pip3 install podman-compose
when:
- docker_compose_check.rc != 0
- podman_compose_check.rc != 0
- docker_compose_check.rc != 0
- docker_cli_compose_check.rc != 0
when: compose_cmd_override == ""

# ========================================================================
Expand Down Expand Up @@ -240,11 +256,18 @@
when: is_macos
register: datasource_update_macos

- name: Read current datasource version
ansible.builtin.shell: |
grep -oP 'version: \K\d+' "{{ grafana_dir }}/provisioning/datasources/prometheus.yaml" || echo "1"
register: current_version
changed_when: false
when: datasource_update_linux.changed or datasource_update_macos.changed

- name: Bump datasource version to force reload
ansible.builtin.replace:
path: "{{ grafana_dir }}/provisioning/datasources/prometheus.yaml"
regexp: "version: \\d+"
replace: "version: {{ 99 | random(start=10) }}"
replace: "version: {{ current_version.stdout | int + 1 }}"
Comment on lines +259 to +270
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⚠️ Potential issue | 🟡 Minor

🧩 Analysis chain

🏁 Script executed:

#!/bin/bash
# Verify if the playbook is expected to run on macOS and check grep capabilities

# Check if there are any Darwin-specific conditions in the playbook
rg -n "Darwin|macos|macOS" automation/test-execution/ansible/start-grafana.yml

# Check if GNU grep might be installed via Homebrew on typical macOS setups
echo "---"
echo "Note: On macOS, GNU grep can be installed via 'brew install grep' as 'ggrep'"

Repository: redhat-et/vllm-cpu-perf-eval

Length of output: 1019


Use portable grep syntax to avoid BSD grep -P incompatibility on macOS.

The grep -oP command fails on macOS (which uses BSD grep by default) since the -P flag is GNU-specific. The playbook runs on both Darwin and Linux (see lines 34–35), and the datasource version task executes on macOS when the datasource is updated. Replace with a portable alternative:

Proposed fix
    - name: Read current datasource version
      ansible.builtin.shell: |
-       grep -oP 'version: \K\d+' "{{ grafana_dir }}/provisioning/datasources/prometheus.yaml" || echo "1"
+       grep -E 'version: [0-9]+' "{{ grafana_dir }}/provisioning/datasources/prometheus.yaml" | sed 's/.*version: //' | tr -d ' ' || echo "1"
       register: current_version
       changed_when: false
       when: datasource_update_linux.changed or datasource_update_macos.changed
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
- name: Read current datasource version
ansible.builtin.shell: |
grep -oP 'version: \K\d+' "{{ grafana_dir }}/provisioning/datasources/prometheus.yaml" || echo "1"
register: current_version
changed_when: false
when: datasource_update_linux.changed or datasource_update_macos.changed
- name: Bump datasource version to force reload
ansible.builtin.replace:
path: "{{ grafana_dir }}/provisioning/datasources/prometheus.yaml"
regexp: "version: \\d+"
replace: "version: {{ 99 | random(start=10) }}"
replace: "version: {{ current_version.stdout | int + 1 }}"
- name: Read current datasource version
ansible.builtin.shell: |
grep -E 'version: [0-9]+' "{{ grafana_dir }}/provisioning/datasources/prometheus.yaml" | sed 's/.*version: //' | tr -d ' ' || echo "1"
register: current_version
changed_when: false
when: datasource_update_linux.changed or datasource_update_macos.changed
- name: Bump datasource version to force reload
ansible.builtin.replace:
path: "{{ grafana_dir }}/provisioning/datasources/prometheus.yaml"
regexp: "version: \\d+"
replace: "version: {{ current_version.stdout | int + 1 }}"
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@automation/test-execution/ansible/start-grafana.yml` around lines 259 - 270,
The "Read current datasource version" task uses GNU-only grep -P which fails on
macOS; replace the shell command with a portable extractor such as awk to read
the version (e.g. use awk -F': ' '/version:/{print $2; exit}' "{{ grafana_dir
}}/provisioning/datasources/prometheus.yaml" || echo "1") so the task still
registers current_version and keeps changed_when: false and the same when
condition; keep the subsequent "Bump datasource version to force reload" replace
task unchanged (it will use current_version.stdout | int + 1).

when: datasource_update_linux.changed or datasource_update_macos.changed

- name: Display datasource configuration
Expand Down Expand Up @@ -287,7 +310,7 @@
register: container_logs
changed_when: false
failed_when: false
when: "'Up' not in container_status.stdout and 'running' not in container_status.stdout"
when: compose_up.rc != 0 or "Exited" in container_status.stdout or ("Up" not in container_status.stdout and "running" not in container_status.stdout)

- name: Display compose output
ansible.builtin.debug:
Expand Down Expand Up @@ -404,7 +427,7 @@
block:
- name: Check if tunnel already exists
ansible.builtin.shell: |
ps aux | grep "ssh.*8000:localhost:8000" | grep -v grep || true
ps aux | grep "ssh.*8000:localhost:8000.*{{ dut_hostname }}" | grep -v grep || true
register: existing_tunnel
changed_when: false

Expand All @@ -425,7 +448,7 @@

- name: Verify tunnel is active
ansible.builtin.shell: |
ps aux | grep "ssh.*8000:localhost:8000" | grep -v grep
ps aux | grep "ssh.*8000:localhost:8000.*{{ dut_hostname }}" | grep -v grep
register: tunnel_status
changed_when: false
failed_when: false
Expand Down
43 changes: 30 additions & 13 deletions automation/test-execution/ansible/stop-grafana.yml
Original file line number Diff line number Diff line change
Expand Up @@ -16,6 +16,7 @@
vars:
grafana_dir: "{{ playbook_dir }}/../grafana"
compose_project_name: vllm-monitoring
compose_file: "{{ 'docker-compose.macos.yml' if ansible_os_family == 'Darwin' else 'docker-compose.yml' }}"
# remove_volumes can be passed via -e "remove_volumes=true"
remove_volumes_flag: "{{ remove_volumes | default(false) | bool }}"

Expand All @@ -26,38 +27,54 @@

- name: Detect available compose tool
block:
- name: Check for podman-compose
ansible.builtin.command: podman-compose --version
register: podman_compose_check
failed_when: false
changed_when: false

- name: Check for docker-compose
ansible.builtin.command: docker-compose --version
register: docker_compose_check
failed_when: false
changed_when: false

- name: Check for podman-compose
ansible.builtin.command: podman-compose --version
register: podman_compose_check
- name: Check for docker compose (CLI v2)
ansible.builtin.command: docker compose version
register: docker_cli_compose_check
failed_when: false
changed_when: false

- name: Set compose command (podman-compose)
ansible.builtin.set_fact:
compose_cmd: podman-compose
runtime_name: Podman
when: podman_compose_check.rc == 0

- name: Set compose command (docker-compose)
ansible.builtin.set_fact:
compose_cmd: docker-compose
runtime_name: Docker
when: docker_compose_check.rc == 0
when:
- podman_compose_check.rc != 0
- docker_compose_check.rc == 0

- name: Set compose command (podman-compose)
- name: Set compose command (docker compose CLI v2)
ansible.builtin.set_fact:
compose_cmd: podman-compose
runtime_name: Podman
compose_cmd: docker compose
runtime_name: Docker
when:
- podman_compose_check.rc != 0
- docker_compose_check.rc != 0
- podman_compose_check.rc == 0
- docker_cli_compose_check.rc == 0

- name: Fail if no compose tool found
ansible.builtin.fail:
msg: "Neither docker-compose nor podman-compose found!"
msg: "Neither podman-compose, docker-compose, nor docker compose found!"
when:
- docker_compose_check.rc != 0
- podman_compose_check.rc != 0
- docker_compose_check.rc != 0
- docker_cli_compose_check.rc != 0

- name: Display detected configuration
ansible.builtin.debug:
Expand Down Expand Up @@ -119,14 +136,14 @@
block:
- name: Stop Grafana stack (preserving volumes)
ansible.builtin.command:
cmd: "{{ compose_cmd }} down"
cmd: "{{ compose_cmd }} -f {{ compose_file }} down"
chdir: "{{ grafana_dir }}"
register: compose_down
when: not remove_volumes_flag

- name: Stop Grafana stack (removing volumes)
ansible.builtin.command:
cmd: "{{ compose_cmd }} down -v"
cmd: "{{ compose_cmd }} -f {{ compose_file }} down -v"
chdir: "{{ grafana_dir }}"
register: compose_down_volumes
when: remove_volumes_flag
Expand All @@ -139,7 +156,7 @@

- name: Verify containers stopped
ansible.builtin.command:
cmd: "{{ compose_cmd }} ps"
cmd: "{{ compose_cmd }} -f {{ compose_file }} ps"
chdir: "{{ grafana_dir }}"
register: compose_ps_final
changed_when: false
Expand Down
8 changes: 4 additions & 4 deletions automation/test-execution/dashboard-examples/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -30,15 +30,15 @@ This Streamlit dashboard provides comprehensive analysis of vLLM benchmark resul
**Server-Side Metrics (vLLM)**
- Internal server state
- Queue depth, cache usage, token generation rates
- Source: `vllm-metrics.json` (collected via Prometheus)
- Source: `vllm-metrics.json` (scraped directly from `/metrics` endpoint)

**Architecture:**
```
Benchmark Run
GuideLLM → benchmarks.json (client metrics)
vLLM Server → Prometheus → vllm-metrics.json (server metrics)
vLLM Server /metrics → vllm-metrics.json (server metrics)
Streamlit Dashboard → Analysis + Visualization
```
Expand Down Expand Up @@ -197,7 +197,7 @@ ansible-playbook start-grafana.yml
results/llm/model-name/test-date/config/
├── benchmarks.json # GuideLLM results (client-side)
├── test-metadata.json # Test configuration
├── vllm-metrics.json # vLLM server metrics (from Prometheus)
├── vllm-metrics.json # vLLM server metrics (scraped from /metrics)
└── vllm-server.log # Server logs
```

Expand Down Expand Up @@ -246,7 +246,7 @@ results/llm/
└── vllm-server.log ← Server logs
```

**Default path:** `../../../../../results/llm` (relative to dashboard pages)
**Default path:** `../../../../results/llm` (relative to dashboard pages)

## Configuration

Expand Down
2 changes: 1 addition & 1 deletion automation/test-execution/dashboard-examples/setup.sh
Original file line number Diff line number Diff line change
Expand Up @@ -3,7 +3,7 @@
# Safe to run multiple times

SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
cd "$SCRIPT_DIR"
cd "$SCRIPT_DIR" || { echo "Error: Cannot change to script directory"; exit 1; }

echo "Setting up Python virtual environment for dashboards..."
echo ""
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -286,8 +286,8 @@ def mean_metric(sample: Dict, metric_name: str) -> float:
itl_sum = sum_metric(s, 'vllm:request_time_per_output_token_seconds_sum')
itl_count = sum_metric(s, 'vllm:request_time_per_output_token_seconds_count')
if i > 0 and itl_count > 0:
prev_sum = sum_metric(samples[i-1], 'vllm:time_per_output_token_seconds_sum')
prev_count = sum_metric(samples[i-1], 'vllm:time_per_output_token_seconds_count')
prev_sum = sum_metric(samples[i-1], 'vllm:request_time_per_output_token_seconds_sum')
prev_count = sum_metric(samples[i-1], 'vllm:request_time_per_output_token_seconds_count')
delta_sum = itl_sum - prev_sum
delta_count = itl_count - prev_count
itl_latency.append((delta_sum / delta_count * 1000) if delta_count > 0 else 0) # Convert to ms
Expand Down
7 changes: 6 additions & 1 deletion automation/test-execution/grafana/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -324,7 +324,9 @@ scrape_configs:
- job_name: 'vllm-live'
scrape_interval: 10s
static_configs:
- targets: ['host.containers.internal:8000']
# macOS: use host.containers.internal:8000
# Linux: use localhost:8000
- targets: ['<vllm_host>:8000']
metric_relabel_configs:
- source_labels: [__name__]
regex: 'vllm_.*'
Expand All @@ -336,6 +338,9 @@ scrape_configs:
- **Scrape interval:** 10s for real-time monitoring
- **Retention:** 30 days by default
- **Storage:** Local volume (persists between restarts)
- **Target host:** Platform-specific
- macOS: Use `host.containers.internal:8000` (bridge networking)
- Linux: Use `localhost:8000` (host networking)

### Customization

Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -1247,7 +1247,7 @@
{
"datasource": {
"type": "prometheus",
"uid": "edx8memhpd9tsa"
"uid": "prometheus-vllm"
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⚠️ Potential issue | 🟠 Major

Avoid hardcoded datasource UIDs in a variable-driven dashboard.

These hardcoded entries bypass ${DS_PROMETHEUS} and create inconsistent behavior (notably in panel id 15, where Line 1366 still uses ${DS_PROMETHEUS}). Keep all targets bound to the same template variable.

🔧 Proposed fix
-            "uid": "prometheus-vllm"
+            "uid": "${DS_PROMETHEUS}"

(Apply at Lines 1250, 1350, and 1463.)

As per coding guidelines, "Focus on major issues impacting performance, readability, maintainability and security. Avoid nitpicks and avoid verbosity."

Also applies to: 1350-1350, 1463-1463

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@automation/test-execution/grafana/dashboards/vllm_comprehensive.json` at line
1250, Replace hardcoded datasource UIDs ("prometheus-vllm") in the dashboard
JSON with the template variable ${DS_PROMETHEUS} so all panels use the same
datasource variable; locate occurrences of "uid": "prometheus-vllm" and change
them to reference ${DS_PROMETHEUS}, and verify panel id 15 (the panel that still
uses the hardcoded UID) and any other targets use ${DS_PROMETHEUS} in their
target.datasource or datasource fields to ensure consistent, variable-driven
datasource binding.

},
"disableTextWrap": false,
"editorMode": "code",
Expand Down Expand Up @@ -1347,7 +1347,7 @@
{
"datasource": {
"type": "prometheus",
"uid": "edx8memhpd9tsa"
"uid": "prometheus-vllm"
},
"disableTextWrap": false,
"editorMode": "code",
Expand Down Expand Up @@ -1460,7 +1460,7 @@
{
"datasource": {
"type": "prometheus",
"uid": "edx8memhpd9tsa"
"uid": "prometheus-vllm"
},
"disableTextWrap": false,
"editorMode": "code",
Expand Down
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