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+# How to monitor Synapse metrics using Prometheus
+
+1.  Install Prometheus:
+
+    Follow instructions at
+    <http://prometheus.io/docs/introduction/install/>
+
+1.  Enable Synapse metrics:
+
+    There are two methods of enabling metrics in Synapse.
+
+    The first serves the metrics as a part of the usual web server and
+    can be enabled by adding the \"metrics\" resource to the existing
+    listener as such:
+
+        resources:
+          - names:
+            - client
+            - metrics
+
+    This provides a simple way of adding metrics to your Synapse
+    installation, and serves under `/_synapse/metrics`. If you do not
+    wish your metrics be publicly exposed, you will need to either
+    filter it out at your load balancer, or use the second method.
+
+    The second method runs the metrics server on a different port, in a
+    different thread to Synapse. This can make it more resilient to
+    heavy load meaning metrics cannot be retrieved, and can be exposed
+    to just internal networks easier. The served metrics are available
+    over HTTP only, and will be available at `/`.
+
+    Add a new listener to homeserver.yaml:
+
+        listeners:
+          - type: metrics
+            port: 9000
+            bind_addresses:
+              - '0.0.0.0'
+
+    For both options, you will need to ensure that `enable_metrics` is
+    set to `True`.
+
+1.  Restart Synapse.
+
+1.  Add a Prometheus target for Synapse.
+
+    It needs to set the `metrics_path` to a non-default value (under
+    `scrape_configs`):
+
+        - job_name: "synapse"
+          metrics_path: "/_synapse/metrics"
+          static_configs:
+            - targets: ["my.server.here:port"]
+
+    where `my.server.here` is the IP address of Synapse, and `port` is
+    the listener port configured with the `metrics` resource.
+
+    If your prometheus is older than 1.5.2, you will need to replace
+    `static_configs` in the above with `target_groups`.
+
+1.  Restart Prometheus.
+
+## Renaming of metrics & deprecation of old names in 1.2
+
+Synapse 1.2 updates the Prometheus metrics to match the naming
+convention of the upstream `prometheus_client`. The old names are
+considered deprecated and will be removed in a future version of
+Synapse.
+
+| New Name                                                                     | Old Name                                                               |
+| ---------------------------------------------------------------------------- | ---------------------------------------------------------------------- |
+| python_gc_objects_collected_total                                            | python_gc_objects_collected                                            |
+| python_gc_objects_uncollectable_total                                        | python_gc_objects_uncollectable                                        |
+| python_gc_collections_total                                                  | python_gc_collections                                                  |
+| process_cpu_seconds_total                                                    | process_cpu_seconds                                                    |
+| synapse_federation_client_sent_transactions_total                            | synapse_federation_client_sent_transactions                            |
+| synapse_federation_client_events_processed_total                             | synapse_federation_client_events_processed                             |
+| synapse_event_processing_loop_count_total                                    | synapse_event_processing_loop_count                                    |
+| synapse_event_processing_loop_room_count_total                               | synapse_event_processing_loop_room_count                               |
+| synapse_util_metrics_block_count_total                                       | synapse_util_metrics_block_count                                       |
+| synapse_util_metrics_block_time_seconds_total                                | synapse_util_metrics_block_time_seconds                                |
+| synapse_util_metrics_block_ru_utime_seconds_total                            | synapse_util_metrics_block_ru_utime_seconds                            |
+| synapse_util_metrics_block_ru_stime_seconds_total                            | synapse_util_metrics_block_ru_stime_seconds                            |
+| synapse_util_metrics_block_db_txn_count_total                                | synapse_util_metrics_block_db_txn_count                                |
+| synapse_util_metrics_block_db_txn_duration_seconds_total                     | synapse_util_metrics_block_db_txn_duration_seconds                     |
+| synapse_util_metrics_block_db_sched_duration_seconds_total                   | synapse_util_metrics_block_db_sched_duration_seconds                   |
+| synapse_background_process_start_count_total                                 | synapse_background_process_start_count                                 |
+| synapse_background_process_ru_utime_seconds_total                            | synapse_background_process_ru_utime_seconds                            |
+| synapse_background_process_ru_stime_seconds_total                            | synapse_background_process_ru_stime_seconds                            |
+| synapse_background_process_db_txn_count_total                                | synapse_background_process_db_txn_count                                |
+| synapse_background_process_db_txn_duration_seconds_total                     | synapse_background_process_db_txn_duration_seconds                     |
+| synapse_background_process_db_sched_duration_seconds_total                   | synapse_background_process_db_sched_duration_seconds                   |
+| synapse_storage_events_persisted_events_total                                | synapse_storage_events_persisted_events                                |
+| synapse_storage_events_persisted_events_sep_total                            | synapse_storage_events_persisted_events_sep                            |
+| synapse_storage_events_state_delta_total                                     | synapse_storage_events_state_delta                                     |
+| synapse_storage_events_state_delta_single_event_total                        | synapse_storage_events_state_delta_single_event                        |
+| synapse_storage_events_state_delta_reuse_delta_total                         | synapse_storage_events_state_delta_reuse_delta                         |
+| synapse_federation_server_received_pdus_total                                | synapse_federation_server_received_pdus                                |
+| synapse_federation_server_received_edus_total                                | synapse_federation_server_received_edus                                |
+| synapse_handler_presence_notified_presence_total                             | synapse_handler_presence_notified_presence                             |
+| synapse_handler_presence_federation_presence_out_total                       | synapse_handler_presence_federation_presence_out                       |
+| synapse_handler_presence_presence_updates_total                              | synapse_handler_presence_presence_updates                              |
+| synapse_handler_presence_timers_fired_total                                  | synapse_handler_presence_timers_fired                                  |
+| synapse_handler_presence_federation_presence_total                           | synapse_handler_presence_federation_presence                           |
+| synapse_handler_presence_bump_active_time_total                              | synapse_handler_presence_bump_active_time                              |
+| synapse_federation_client_sent_edus_total                                    | synapse_federation_client_sent_edus                                    |
+| synapse_federation_client_sent_pdu_destinations_count_total                  | synapse_federation_client_sent_pdu_destinations:count                  |
+| synapse_federation_client_sent_pdu_destinations_total                        | synapse_federation_client_sent_pdu_destinations:total                  |
+| synapse_handlers_appservice_events_processed_total                           | synapse_handlers_appservice_events_processed                           |
+| synapse_notifier_notified_events_total                                       | synapse_notifier_notified_events                                       |
+| synapse_push_bulk_push_rule_evaluator_push_rules_invalidation_counter_total  | synapse_push_bulk_push_rule_evaluator_push_rules_invalidation_counter  |
+| synapse_push_bulk_push_rule_evaluator_push_rules_state_size_counter_total    | synapse_push_bulk_push_rule_evaluator_push_rules_state_size_counter    |
+| synapse_http_httppusher_http_pushes_processed_total                          | synapse_http_httppusher_http_pushes_processed                          |
+| synapse_http_httppusher_http_pushes_failed_total                             | synapse_http_httppusher_http_pushes_failed                             |
+| synapse_http_httppusher_badge_updates_processed_total                        | synapse_http_httppusher_badge_updates_processed                        |
+| synapse_http_httppusher_badge_updates_failed_total                           | synapse_http_httppusher_badge_updates_failed                           |
+
+Removal of deprecated metrics & time based counters becoming histograms in 0.31.0
+---------------------------------------------------------------------------------
+
+The duplicated metrics deprecated in Synapse 0.27.0 have been removed.
+
+All time duration-based metrics have been changed to be seconds. This
+affects:
+
+| msec -> sec metrics                    |
+| -------------------------------------- |
+| python_gc_time                         |
+| python_twisted_reactor_tick_time       |
+| synapse_storage_query_time             |
+| synapse_storage_schedule_time          |
+| synapse_storage_transaction_time       |
+
+Several metrics have been changed to be histograms, which sort entries
+into buckets and allow better analysis. The following metrics are now
+histograms:
+
+| Altered metrics                                  |
+| ------------------------------------------------ |
+| python_gc_time                                   |
+| python_twisted_reactor_pending_calls             |
+| python_twisted_reactor_tick_time                 |
+| synapse_http_server_response_time_seconds        |
+| synapse_storage_query_time                       |
+| synapse_storage_schedule_time                    |
+| synapse_storage_transaction_time                 |
+
+Block and response metrics renamed for 0.27.0
+---------------------------------------------
+
+Synapse 0.27.0 begins the process of rationalising the duplicate
+`*:count` metrics reported for the resource tracking for code blocks and
+HTTP requests.
+
+At the same time, the corresponding `*:total` metrics are being renamed,
+as the `:total` suffix no longer makes sense in the absence of a
+corresponding `:count` metric.
+
+To enable a graceful migration path, this release just adds new names
+for the metrics being renamed. A future release will remove the old
+ones.
+
+The following table shows the new metrics, and the old metrics which
+they are replacing.
+
+| New name                                                      | Old name                                                   |
+| ------------------------------------------------------------- | ---------------------------------------------------------- |
+| synapse_util_metrics_block_count                              | synapse_util_metrics_block_timer:count                     |
+| synapse_util_metrics_block_count                              | synapse_util_metrics_block_ru_utime:count                  |
+| synapse_util_metrics_block_count                              | synapse_util_metrics_block_ru_stime:count                  |
+| synapse_util_metrics_block_count                              | synapse_util_metrics_block_db_txn_count:count              |
+| synapse_util_metrics_block_count                              | synapse_util_metrics_block_db_txn_duration:count           |
+| synapse_util_metrics_block_time_seconds                       | synapse_util_metrics_block_timer:total                     |
+| synapse_util_metrics_block_ru_utime_seconds                   | synapse_util_metrics_block_ru_utime:total                  |
+| synapse_util_metrics_block_ru_stime_seconds                   | synapse_util_metrics_block_ru_stime:total                  |
+| synapse_util_metrics_block_db_txn_count                       | synapse_util_metrics_block_db_txn_count:total              |
+| synapse_util_metrics_block_db_txn_duration_seconds            | synapse_util_metrics_block_db_txn_duration:total           |
+| synapse_http_server_response_count                            | synapse_http_server_requests                               |
+| synapse_http_server_response_count                            | synapse_http_server_response_time:count                    |
+| synapse_http_server_response_count                            | synapse_http_server_response_ru_utime:count                |
+| synapse_http_server_response_count                            | synapse_http_server_response_ru_stime:count                |
+| synapse_http_server_response_count                            | synapse_http_server_response_db_txn_count:count            |
+| synapse_http_server_response_count                            | synapse_http_server_response_db_txn_duration:count         |
+| synapse_http_server_response_time_seconds                     | synapse_http_server_response_time:total                    |
+| synapse_http_server_response_ru_utime_seconds                 | synapse_http_server_response_ru_utime:total                |
+| synapse_http_server_response_ru_stime_seconds                 | synapse_http_server_response_ru_stime:total                |
+| synapse_http_server_response_db_txn_count                     | synapse_http_server_response_db_txn_count:total            |
+| synapse_http_server_response_db_txn_duration_seconds          | synapse_http_server_response_db_txn_duration:total         |
+
+Standard Metric Names
+---------------------
+
+As of synapse version 0.18.2, the format of the process-wide metrics has
+been changed to fit prometheus standard naming conventions. Additionally
+the units have been changed to seconds, from miliseconds.
+
+| New name                                 | Old name                          |
+| ---------------------------------------- | --------------------------------- |
+| process_cpu_user_seconds_total           | process_resource_utime / 1000     |
+| process_cpu_system_seconds_total         | process_resource_stime / 1000     |
+| process_open_fds (no \'type\' label)     | process_fds                       |
+
+The python-specific counts of garbage collector performance have been
+renamed.
+
+| New name                         | Old name                   |
+| -------------------------------- | -------------------------- |
+| python_gc_time                   | reactor_gc_time            |
+| python_gc_unreachable_total      | reactor_gc_unreachable     |
+| python_gc_counts                 | reactor_gc_counts          |
+
+The twisted-specific reactor metrics have been renamed.
+
+| New name                               | Old name                |
+| -------------------------------------- | ----------------------- |
+| python_twisted_reactor_pending_calls   | reactor_pending_calls   |
+| python_twisted_reactor_tick_time       | reactor_tick_time       |