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authorEdouard SCHWEISGUTH <edznux@gmail.com>2021-01-25 02:07:51 +0100
committerGitHub <noreply@github.com>2021-01-25 02:07:51 +0100
commit52af7caf8af97c170f13a2c6a9131fccf3a417b9 (patch)
tree3b0955c026f5192c84048dbf19d5757df00d4bf8 /docs
parentafc15965c00b6b2646902d8073cf9c925862b853 (diff)
downloadafl++-52af7caf8af97c170f13a2c6a9131fccf3a417b9.tar.gz
Add StatsD readme (#702)
* Adding draft notes for statsd readme

* Add statsd dashboard json template & image.
Diffstat (limited to 'docs')
-rw-r--r--docs/rpc_statsd.md143
-rw-r--r--docs/statsd/grafana-afl++.json1816
-rw-r--r--docs/visualization/StatsD-grafana.pngbin0 -> 163646 bytes
3 files changed, 1959 insertions, 0 deletions
diff --git a/docs/rpc_statsd.md b/docs/rpc_statsd.md
new file mode 100644
index 00000000..26544ff5
--- /dev/null
+++ b/docs/rpc_statsd.md
@@ -0,0 +1,143 @@
+# Remote monitoring with StatsD
+
+StatsD allows you to receive and aggregate metrics from a wide range of application and retransmit them to the backend of your choice.
+This enables you to create nice and readable dashboards containing all the information you need on your fuzzer instances.
+No need to write your own statistics parsing system, deploy and maintain it to all your instances, sync with your graph rendering system...
+
+The available metrics are :
+- cycle_done
+- cycles_wo_finds
+- execs_done
+- execs_per_sec
+- paths_total
+- paths_favored
+- paths_found
+- paths_imported
+- max_depth
+- cur_path
+- pending_favs
+- pending_total
+- variable_paths
+- unique_crashes
+- unique_hangs
+- total_crashes
+- slowest_exec_ms
+- edges_found
+- var_byte_count
+- havoc_expansion
+
+Compared to the default integrated UI, these metrics give you the opportunity to visualize trends and fuzzing state over time.
+By doing so, you might be able to see when the fuzzing process has reached a state of no progress, visualize what are the "best strategies"
+(according to your own criteria) for your targets, etc. And doing so without requiring to log into each instance manually.
+
+An example visualisation may look like the following:
+![StatsD Grafana](./visualization/StatsD-grafana.png)
+
+*Notes: The exact same dashboard can be imported with [this JSON template](./statsd/grafana-afl++.json).*
+
+## How to use
+
+To enable the StatsD reporting on your fuzzer instances, you need to set the environment variable `AFL_STATSD=1`.
+
+Setting `AFL_STATSD_TAGS_FLAVOR` to the provider of your choice will assign tags / labels to each metric based on their format.
+The possible values are  `dogstatsd`, `librato`, `signalfx` or `influxdb`.
+For more information on these env vars, check out `docs/env_variables.md`.
+
+The simplest way of using this feature is to use any metric provider and change the host/port of your StatsD daemon,
+with `AFL_STATSD_HOST` and `AFL_STATSD_PORT`, if required (defaults are `localhost` and port `8125`).
+To get started, here are some instruction with free and open source tools.
+The following setup is based on Prometheus, statsd_exporter and Grafana.
+Grafana here is not mandatory, but gives you some nice graphs and features.
+
+Depending on your setup and infrastructure, you may want to run these applications not on your fuzzer instances.
+Only one instance of these 3 application is required for all your fuzzers.
+
+To simplify everything, we will use Docker and docker-compose.
+Make sure you have them both installed. On most common Linux distributions, it's as simple as:
+
+```sh
+curl -fsSL https://get.docker.com -o get-docker.sh
+sh get-docker.sh
+```
+
+Once that's done, we can create the infrastructure.
+Create and move into the directory of your choice. This will store all the configurations files required.
+
+First, create a `docker-compose.yml` containing the following:
+```yml
+version: '3'
+
+networks:
+  statsd-net:
+    driver: bridge
+
+services:
+  prometheus:
+    image: prom/prometheus
+    container_name: prometheus
+    volumes:
+      - ./prometheus.yml:/prometheus.yml
+    command:
+      - '--config.file=/prometheus.yml'
+    restart: unless-stopped
+    ports:
+      - "9090:9090"
+    networks:
+      - statsd-net
+
+  statsd_exporter:
+    image: prom/statsd-exporter
+    container_name: statsd_exporter
+    volumes:
+      - ./statsd_mapping.yml:/statsd_mapping.yml
+    command:
+      - "--statsd.mapping-config=/statsd_mapping.yml"
+    ports:
+      - "9102:9102/tcp"
+      - "8125:9125/udp"
+    networks:
+      - statsd-net
+  
+  grafana:
+    image: grafana/grafana
+    container_name: grafana
+    restart: unless-stopped
+    ports:
+        - "3000:3000"
+    networks:
+      - statsd-net
+```
+
+Then `prometheus.yml`
+```yml
+global:
+  scrape_interval:      15s
+  evaluation_interval:  15s
+
+scrape_configs:
+  - job_name: 'fuzzing_metrics'
+    static_configs:
+      - targets: ['statsd_exporter:9102']
+```
+
+And finally `statsd_mapping.yml`
+```yml 
+mappings:
+- match: "fuzzing.*"
+  name: "fuzzing"
+  labels:
+      type: "$1"
+```
+
+Run `docker-compose up -d`.
+
+Everything should be now setup, you are now able to run your fuzzers with
+
+```
+AFL_STATSD_TAGS_FLAVOR=dogstatsd AFL_STATSD=1 afl-fuzz -M test-fuzzer-1 -i i -o o ./bin/my-application @@
+AFL_STATSD_TAGS_FLAVOR=dogstatsd AFL_STATSD=1 afl-fuzz -S test-fuzzer-2 -i i -o o ./bin/my-application @@
+...
+```
+
+This setup may be modified before use in production environment. Depending on your needs: addind passwords, creating volumes for storage,
+tweaking the metrics gathering to get host metrics (CPU, RAM ...).
\ No newline at end of file
diff --git a/docs/statsd/grafana-afl++.json b/docs/statsd/grafana-afl++.json
new file mode 100644
index 00000000..96e824de
--- /dev/null
+++ b/docs/statsd/grafana-afl++.json
@@ -0,0 +1,1816 @@
+{
+  "annotations": {
+    "list": [
+      {
+        "builtIn": 1,
+        "datasource": "-- Grafana --",
+        "enable": true,
+        "hide": true,
+        "iconColor": "rgba(0, 211, 255, 1)",
+        "name": "Annotations & Alerts",
+        "type": "dashboard"
+      }
+    ]
+  },
+  "editable": true,
+  "gnetId": null,
+  "graphTooltip": 0,
+  "id": 1,
+  "links": [],
+  "panels": [
+    {
+      "datasource": null,
+      "gridPos": {
+        "h": 1,
+        "w": 24,
+        "x": 0,
+        "y": 0
+      },
+      "id": 16,
+      "title": "Row title",
+      "type": "row"
+    },
+    {
+      "alert": {
+        "alertRuleTags": {},
+        "conditions": [
+          {
+            "evaluator": {
+              "params": [
+                500
+              ],
+              "type": "lt"
+            },
+            "operator": {
+              "type": "and"
+            },
+            "query": {
+              "params": [
+                "A",
+                "5m",
+                "now"
+              ]
+            },
+            "reducer": {
+              "params": [],
+              "type": "avg"
+            },
+            "type": "query"
+          }
+        ],
+        "executionErrorState": "alerting",
+        "for": "5m",
+        "frequency": "1m",
+        "handler": 1,
+        "name": "Slow exec per sec",
+        "noDataState": "no_data",
+        "notifications": []
+      },
+      "aliasColors": {},
+      "bars": false,
+      "dashLength": 10,
+      "dashes": false,
+      "datasource": null,
+      "fieldConfig": {
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+      "gridPos": {
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+        "w": 10,
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+        "y": 1
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+      "hiddenSeries": false,
+      "id": 12,
+      "legend": {
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+        "current": false,
+        "max": false,
+        "min": false,
+        "show": false,
+        "total": false,
+        "values": false
+      },
+      "lines": true,
+      "linewidth": 1,
+      "nullPointMode": "null",
+      "options": {
+        "alertThreshold": true
+      },
+      "percentage": false,
+      "pluginVersion": "7.3.7",
+      "pointradius": 2,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
+      "targets": [
+        {
+          "expr": "fuzzing{type=\"execs_per_sec\"}",
+          "interval": "",
+          "legendFormat": "",
+          "refId": "A"
+        }
+      ],
+      "thresholds": [
+        {
+          "colorMode": "critical",
+          "fill": true,
+          "line": true,
+          "op": "lt",
+          "value": 500
+        }
+      ],
+      "timeFrom": null,
+      "timeRegions": [
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+          "fill": true,
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+          "line": false,
+          "lineColor": "rgba(237, 46, 24, 0.60)",
+          "op": "time"
+        }
+      ],
+      "timeShift": null,
+      "title": "Exec/s",
+      "tooltip": {
+        "shared": true,
+        "sort": 0,
+        "value_type": "individual"
+      },
+      "type": "graph",
+      "xaxis": {
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+        "mode": "time",
+        "name": null,
+        "show": true,
+        "values": []
+      },
+      "yaxes": [
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+      "lines": true,
+      "linewidth": 1,
+      "nullPointMode": "null",
+      "options": {
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+      "percentage": false,
+      "pluginVersion": "7.3.7",
+      "pointradius": 2,
+      "points": false,
+      "renderer": "flot",
+      "seriesOverrides": [],
+      "spaceLength": 10,
+      "stack": false,
+      "steppedLine": false,
+      "targets": [
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+          "interval": "",
+          "legendFormat": "",
+          "refId": "A"
+        }
+      ],
+      "thresholds": [],
+      "timeFrom": null,
+      "timeRegions": [],
+      "timeShift": null,
+      "title": "Total Crashes",
+      "tooltip": {
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+        "value_type": "individual"
+      },
+      "type": "graph",
+      "xaxis": {
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+        }
+      ],
+      "thresholds": [],
+      "timeFrom": null,
+      "timeRegions": [
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+          "fill": true,
+          "fillColor": "rgba(234, 112, 112, 0.12)",
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+          "lineColor": "rgba(237, 46, 24, 0.60)",
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+      ],
+      "timeShift": null,
+      "title": "Var Byte Count",
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+          "lineColor": "rgba(237, 46, 24, 0.60)",
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+      "title": "Slowest Exec Ms",
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+        "value_type": "individual"
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