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metrics-howto.html 34 KB

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  136. <h1 id="how-to-monitor-synapse-metrics-using-prometheus"><a class="header" href="#how-to-monitor-synapse-metrics-using-prometheus">How to monitor Synapse metrics using Prometheus</a></h1>
  137. <ol>
  138. <li>
  139. <p>Install Prometheus:</p>
  140. <p>Follow instructions at
  141. <a href="http://prometheus.io/docs/introduction/install/">http://prometheus.io/docs/introduction/install/</a></p>
  142. </li>
  143. <li>
  144. <p>Enable Synapse metrics:</p>
  145. <p>There are two methods of enabling metrics in Synapse.</p>
  146. <p>The first serves the metrics as a part of the usual web server and
  147. can be enabled by adding the &quot;metrics&quot; resource to the existing
  148. listener as such:</p>
  149. <pre><code class="language-yaml"> resources:
  150. - names:
  151. - client
  152. - metrics
  153. </code></pre>
  154. <p>This provides a simple way of adding metrics to your Synapse
  155. installation, and serves under <code>/_synapse/metrics</code>. If you do not
  156. wish your metrics be publicly exposed, you will need to either
  157. filter it out at your load balancer, or use the second method.</p>
  158. <p>The second method runs the metrics server on a different port, in a
  159. different thread to Synapse. This can make it more resilient to
  160. heavy load meaning metrics cannot be retrieved, and can be exposed
  161. to just internal networks easier. The served metrics are available
  162. over HTTP only, and will be available at <code>/_synapse/metrics</code>.</p>
  163. <p>Add a new listener to homeserver.yaml:</p>
  164. <pre><code class="language-yaml"> listeners:
  165. - type: metrics
  166. port: 9000
  167. bind_addresses:
  168. - '0.0.0.0'
  169. </code></pre>
  170. <p>For both options, you will need to ensure that <code>enable_metrics</code> is
  171. set to <code>True</code>.</p>
  172. </li>
  173. <li>
  174. <p>Restart Synapse.</p>
  175. </li>
  176. <li>
  177. <p>Add a Prometheus target for Synapse.</p>
  178. <p>It needs to set the <code>metrics_path</code> to a non-default value (under
  179. <code>scrape_configs</code>):</p>
  180. <pre><code class="language-yaml"> - job_name: &quot;synapse&quot;
  181. scrape_interval: 15s
  182. metrics_path: &quot;/_synapse/metrics&quot;
  183. static_configs:
  184. - targets: [&quot;my.server.here:port&quot;]
  185. </code></pre>
  186. <p>where <code>my.server.here</code> is the IP address of Synapse, and <code>port</code> is
  187. the listener port configured with the <code>metrics</code> resource.</p>
  188. <p>If your prometheus is older than 1.5.2, you will need to replace
  189. <code>static_configs</code> in the above with <code>target_groups</code>.</p>
  190. </li>
  191. <li>
  192. <p>Restart Prometheus.</p>
  193. </li>
  194. <li>
  195. <p>Consider using the <a href="https://github.com/matrix-org/synapse/tree/master/contrib/grafana/">grafana dashboard</a>
  196. and required <a href="https://github.com/matrix-org/synapse/tree/master/contrib/prometheus/">recording rules</a> </p>
  197. </li>
  198. </ol>
  199. <h2 id="monitoring-workers"><a class="header" href="#monitoring-workers">Monitoring workers</a></h2>
  200. <p>To monitor a Synapse installation using <a href="workers.html">workers</a>,
  201. every worker needs to be monitored independently, in addition to
  202. the main homeserver process. This is because workers don't send
  203. their metrics to the main homeserver process, but expose them
  204. directly (if they are configured to do so).</p>
  205. <p>To allow collecting metrics from a worker, you need to add a
  206. <code>metrics</code> listener to its configuration, by adding the following
  207. under <code>worker_listeners</code>:</p>
  208. <pre><code class="language-yaml"> - type: metrics
  209. bind_address: ''
  210. port: 9101
  211. </code></pre>
  212. <p>The <code>bind_address</code> and <code>port</code> parameters should be set so that
  213. the resulting listener can be reached by prometheus, and they
  214. don't clash with an existing worker.
  215. With this example, the worker's metrics would then be available
  216. on <code>http://127.0.0.1:9101</code>.</p>
  217. <p>Example Prometheus target for Synapse with workers:</p>
  218. <pre><code class="language-yaml"> - job_name: &quot;synapse&quot;
  219. scrape_interval: 15s
  220. metrics_path: &quot;/_synapse/metrics&quot;
  221. static_configs:
  222. - targets: [&quot;my.server.here:port&quot;]
  223. labels:
  224. instance: &quot;my.server&quot;
  225. job: &quot;master&quot;
  226. index: 1
  227. - targets: [&quot;my.workerserver.here:port&quot;]
  228. labels:
  229. instance: &quot;my.server&quot;
  230. job: &quot;generic_worker&quot;
  231. index: 1
  232. - targets: [&quot;my.workerserver.here:port&quot;]
  233. labels:
  234. instance: &quot;my.server&quot;
  235. job: &quot;generic_worker&quot;
  236. index: 2
  237. - targets: [&quot;my.workerserver.here:port&quot;]
  238. labels:
  239. instance: &quot;my.server&quot;
  240. job: &quot;media_repository&quot;
  241. index: 1
  242. </code></pre>
  243. <p>Labels (<code>instance</code>, <code>job</code>, <code>index</code>) can be defined as anything.
  244. The labels are used to group graphs in grafana.</p>
  245. <h2 id="renaming-of-metrics--deprecation-of-old-names-in-12"><a class="header" href="#renaming-of-metrics--deprecation-of-old-names-in-12">Renaming of metrics &amp; deprecation of old names in 1.2</a></h2>
  246. <p>Synapse 1.2 updates the Prometheus metrics to match the naming
  247. convention of the upstream <code>prometheus_client</code>. The old names are
  248. considered deprecated and will be removed in a future version of
  249. Synapse.</p>
  250. <table><thead><tr><th>New Name</th><th>Old Name</th></tr></thead><tbody>
  251. <tr><td>python_gc_objects_collected_total</td><td>python_gc_objects_collected</td></tr>
  252. <tr><td>python_gc_objects_uncollectable_total</td><td>python_gc_objects_uncollectable</td></tr>
  253. <tr><td>python_gc_collections_total</td><td>python_gc_collections</td></tr>
  254. <tr><td>process_cpu_seconds_total</td><td>process_cpu_seconds</td></tr>
  255. <tr><td>synapse_federation_client_sent_transactions_total</td><td>synapse_federation_client_sent_transactions</td></tr>
  256. <tr><td>synapse_federation_client_events_processed_total</td><td>synapse_federation_client_events_processed</td></tr>
  257. <tr><td>synapse_event_processing_loop_count_total</td><td>synapse_event_processing_loop_count</td></tr>
  258. <tr><td>synapse_event_processing_loop_room_count_total</td><td>synapse_event_processing_loop_room_count</td></tr>
  259. <tr><td>synapse_util_metrics_block_count_total</td><td>synapse_util_metrics_block_count</td></tr>
  260. <tr><td>synapse_util_metrics_block_time_seconds_total</td><td>synapse_util_metrics_block_time_seconds</td></tr>
  261. <tr><td>synapse_util_metrics_block_ru_utime_seconds_total</td><td>synapse_util_metrics_block_ru_utime_seconds</td></tr>
  262. <tr><td>synapse_util_metrics_block_ru_stime_seconds_total</td><td>synapse_util_metrics_block_ru_stime_seconds</td></tr>
  263. <tr><td>synapse_util_metrics_block_db_txn_count_total</td><td>synapse_util_metrics_block_db_txn_count</td></tr>
  264. <tr><td>synapse_util_metrics_block_db_txn_duration_seconds_total</td><td>synapse_util_metrics_block_db_txn_duration_seconds</td></tr>
  265. <tr><td>synapse_util_metrics_block_db_sched_duration_seconds_total</td><td>synapse_util_metrics_block_db_sched_duration_seconds</td></tr>
  266. <tr><td>synapse_background_process_start_count_total</td><td>synapse_background_process_start_count</td></tr>
  267. <tr><td>synapse_background_process_ru_utime_seconds_total</td><td>synapse_background_process_ru_utime_seconds</td></tr>
  268. <tr><td>synapse_background_process_ru_stime_seconds_total</td><td>synapse_background_process_ru_stime_seconds</td></tr>
  269. <tr><td>synapse_background_process_db_txn_count_total</td><td>synapse_background_process_db_txn_count</td></tr>
  270. <tr><td>synapse_background_process_db_txn_duration_seconds_total</td><td>synapse_background_process_db_txn_duration_seconds</td></tr>
  271. <tr><td>synapse_background_process_db_sched_duration_seconds_total</td><td>synapse_background_process_db_sched_duration_seconds</td></tr>
  272. <tr><td>synapse_storage_events_persisted_events_total</td><td>synapse_storage_events_persisted_events</td></tr>
  273. <tr><td>synapse_storage_events_persisted_events_sep_total</td><td>synapse_storage_events_persisted_events_sep</td></tr>
  274. <tr><td>synapse_storage_events_state_delta_total</td><td>synapse_storage_events_state_delta</td></tr>
  275. <tr><td>synapse_storage_events_state_delta_single_event_total</td><td>synapse_storage_events_state_delta_single_event</td></tr>
  276. <tr><td>synapse_storage_events_state_delta_reuse_delta_total</td><td>synapse_storage_events_state_delta_reuse_delta</td></tr>
  277. <tr><td>synapse_federation_server_received_pdus_total</td><td>synapse_federation_server_received_pdus</td></tr>
  278. <tr><td>synapse_federation_server_received_edus_total</td><td>synapse_federation_server_received_edus</td></tr>
  279. <tr><td>synapse_handler_presence_notified_presence_total</td><td>synapse_handler_presence_notified_presence</td></tr>
  280. <tr><td>synapse_handler_presence_federation_presence_out_total</td><td>synapse_handler_presence_federation_presence_out</td></tr>
  281. <tr><td>synapse_handler_presence_presence_updates_total</td><td>synapse_handler_presence_presence_updates</td></tr>
  282. <tr><td>synapse_handler_presence_timers_fired_total</td><td>synapse_handler_presence_timers_fired</td></tr>
  283. <tr><td>synapse_handler_presence_federation_presence_total</td><td>synapse_handler_presence_federation_presence</td></tr>
  284. <tr><td>synapse_handler_presence_bump_active_time_total</td><td>synapse_handler_presence_bump_active_time</td></tr>
  285. <tr><td>synapse_federation_client_sent_edus_total</td><td>synapse_federation_client_sent_edus</td></tr>
  286. <tr><td>synapse_federation_client_sent_pdu_destinations_count_total</td><td>synapse_federation_client_sent_pdu_destinations:count</td></tr>
  287. <tr><td>synapse_federation_client_sent_pdu_destinations_total</td><td>synapse_federation_client_sent_pdu_destinations:total</td></tr>
  288. <tr><td>synapse_handlers_appservice_events_processed_total</td><td>synapse_handlers_appservice_events_processed</td></tr>
  289. <tr><td>synapse_notifier_notified_events_total</td><td>synapse_notifier_notified_events</td></tr>
  290. <tr><td>synapse_push_bulk_push_rule_evaluator_push_rules_invalidation_counter_total</td><td>synapse_push_bulk_push_rule_evaluator_push_rules_invalidation_counter</td></tr>
  291. <tr><td>synapse_push_bulk_push_rule_evaluator_push_rules_state_size_counter_total</td><td>synapse_push_bulk_push_rule_evaluator_push_rules_state_size_counter</td></tr>
  292. <tr><td>synapse_http_httppusher_http_pushes_processed_total</td><td>synapse_http_httppusher_http_pushes_processed</td></tr>
  293. <tr><td>synapse_http_httppusher_http_pushes_failed_total</td><td>synapse_http_httppusher_http_pushes_failed</td></tr>
  294. <tr><td>synapse_http_httppusher_badge_updates_processed_total</td><td>synapse_http_httppusher_badge_updates_processed</td></tr>
  295. <tr><td>synapse_http_httppusher_badge_updates_failed_total</td><td>synapse_http_httppusher_badge_updates_failed</td></tr>
  296. </tbody></table>
  297. <h2 id="removal-of-deprecated-metrics--time-based-counters-becoming-histograms-in-0310"><a class="header" href="#removal-of-deprecated-metrics--time-based-counters-becoming-histograms-in-0310">Removal of deprecated metrics &amp; time based counters becoming histograms in 0.31.0</a></h2>
  298. <p>The duplicated metrics deprecated in Synapse 0.27.0 have been removed.</p>
  299. <p>All time duration-based metrics have been changed to be seconds. This
  300. affects:</p>
  301. <table><thead><tr><th>msec -&gt; sec metrics</th></tr></thead><tbody>
  302. <tr><td>python_gc_time</td></tr>
  303. <tr><td>python_twisted_reactor_tick_time</td></tr>
  304. <tr><td>synapse_storage_query_time</td></tr>
  305. <tr><td>synapse_storage_schedule_time</td></tr>
  306. <tr><td>synapse_storage_transaction_time</td></tr>
  307. </tbody></table>
  308. <p>Several metrics have been changed to be histograms, which sort entries
  309. into buckets and allow better analysis. The following metrics are now
  310. histograms:</p>
  311. <table><thead><tr><th>Altered metrics</th></tr></thead><tbody>
  312. <tr><td>python_gc_time</td></tr>
  313. <tr><td>python_twisted_reactor_pending_calls</td></tr>
  314. <tr><td>python_twisted_reactor_tick_time</td></tr>
  315. <tr><td>synapse_http_server_response_time_seconds</td></tr>
  316. <tr><td>synapse_storage_query_time</td></tr>
  317. <tr><td>synapse_storage_schedule_time</td></tr>
  318. <tr><td>synapse_storage_transaction_time</td></tr>
  319. </tbody></table>
  320. <h2 id="block-and-response-metrics-renamed-for-0270"><a class="header" href="#block-and-response-metrics-renamed-for-0270">Block and response metrics renamed for 0.27.0</a></h2>
  321. <p>Synapse 0.27.0 begins the process of rationalising the duplicate
  322. <code>*:count</code> metrics reported for the resource tracking for code blocks and
  323. HTTP requests.</p>
  324. <p>At the same time, the corresponding <code>*:total</code> metrics are being renamed,
  325. as the <code>:total</code> suffix no longer makes sense in the absence of a
  326. corresponding <code>:count</code> metric.</p>
  327. <p>To enable a graceful migration path, this release just adds new names
  328. for the metrics being renamed. A future release will remove the old
  329. ones.</p>
  330. <p>The following table shows the new metrics, and the old metrics which
  331. they are replacing.</p>
  332. <table><thead><tr><th>New name</th><th>Old name</th></tr></thead><tbody>
  333. <tr><td>synapse_util_metrics_block_count</td><td>synapse_util_metrics_block_timer:count</td></tr>
  334. <tr><td>synapse_util_metrics_block_count</td><td>synapse_util_metrics_block_ru_utime:count</td></tr>
  335. <tr><td>synapse_util_metrics_block_count</td><td>synapse_util_metrics_block_ru_stime:count</td></tr>
  336. <tr><td>synapse_util_metrics_block_count</td><td>synapse_util_metrics_block_db_txn_count:count</td></tr>
  337. <tr><td>synapse_util_metrics_block_count</td><td>synapse_util_metrics_block_db_txn_duration:count</td></tr>
  338. <tr><td>synapse_util_metrics_block_time_seconds</td><td>synapse_util_metrics_block_timer:total</td></tr>
  339. <tr><td>synapse_util_metrics_block_ru_utime_seconds</td><td>synapse_util_metrics_block_ru_utime:total</td></tr>
  340. <tr><td>synapse_util_metrics_block_ru_stime_seconds</td><td>synapse_util_metrics_block_ru_stime:total</td></tr>
  341. <tr><td>synapse_util_metrics_block_db_txn_count</td><td>synapse_util_metrics_block_db_txn_count:total</td></tr>
  342. <tr><td>synapse_util_metrics_block_db_txn_duration_seconds</td><td>synapse_util_metrics_block_db_txn_duration:total</td></tr>
  343. <tr><td>synapse_http_server_response_count</td><td>synapse_http_server_requests</td></tr>
  344. <tr><td>synapse_http_server_response_count</td><td>synapse_http_server_response_time:count</td></tr>
  345. <tr><td>synapse_http_server_response_count</td><td>synapse_http_server_response_ru_utime:count</td></tr>
  346. <tr><td>synapse_http_server_response_count</td><td>synapse_http_server_response_ru_stime:count</td></tr>
  347. <tr><td>synapse_http_server_response_count</td><td>synapse_http_server_response_db_txn_count:count</td></tr>
  348. <tr><td>synapse_http_server_response_count</td><td>synapse_http_server_response_db_txn_duration:count</td></tr>
  349. <tr><td>synapse_http_server_response_time_seconds</td><td>synapse_http_server_response_time:total</td></tr>
  350. <tr><td>synapse_http_server_response_ru_utime_seconds</td><td>synapse_http_server_response_ru_utime:total</td></tr>
  351. <tr><td>synapse_http_server_response_ru_stime_seconds</td><td>synapse_http_server_response_ru_stime:total</td></tr>
  352. <tr><td>synapse_http_server_response_db_txn_count</td><td>synapse_http_server_response_db_txn_count:total</td></tr>
  353. <tr><td>synapse_http_server_response_db_txn_duration_seconds</td><td>synapse_http_server_response_db_txn_duration:total</td></tr>
  354. </tbody></table>
  355. <h2 id="standard-metric-names"><a class="header" href="#standard-metric-names">Standard Metric Names</a></h2>
  356. <p>As of synapse version 0.18.2, the format of the process-wide metrics has
  357. been changed to fit prometheus standard naming conventions. Additionally
  358. the units have been changed to seconds, from miliseconds.</p>
  359. <table><thead><tr><th>New name</th><th>Old name</th></tr></thead><tbody>
  360. <tr><td>process_cpu_user_seconds_total</td><td>process_resource_utime / 1000</td></tr>
  361. <tr><td>process_cpu_system_seconds_total</td><td>process_resource_stime / 1000</td></tr>
  362. <tr><td>process_open_fds (no 'type' label)</td><td>process_fds</td></tr>
  363. </tbody></table>
  364. <p>The python-specific counts of garbage collector performance have been
  365. renamed.</p>
  366. <table><thead><tr><th>New name</th><th>Old name</th></tr></thead><tbody>
  367. <tr><td>python_gc_time</td><td>reactor_gc_time</td></tr>
  368. <tr><td>python_gc_unreachable_total</td><td>reactor_gc_unreachable</td></tr>
  369. <tr><td>python_gc_counts</td><td>reactor_gc_counts</td></tr>
  370. </tbody></table>
  371. <p>The twisted-specific reactor metrics have been renamed.</p>
  372. <table><thead><tr><th>New name</th><th>Old name</th></tr></thead><tbody>
  373. <tr><td>python_twisted_reactor_pending_calls</td><td>reactor_pending_calls</td></tr>
  374. <tr><td>python_twisted_reactor_tick_time</td><td>reactor_tick_time</td></tr>
  375. </tbody></table>
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