|
| 1 | +Metrics Demo |
| 2 | +============ |
| 3 | + |
| 4 | +This example demonstrates how to run multiple libp2p services (Ping, Pubsub/Gossipsub, Kad-DHT) in a single node and observer |
| 5 | +their behaviour through Prometheus + Grafana metrics dashboards. |
| 6 | + |
| 7 | +.. code-block:: console |
| 8 | +
|
| 9 | + $ python -m pip install libp2p |
| 10 | + Collecting libp2p |
| 11 | + ... |
| 12 | + Successfully installed libp2p-x.x.x |
| 13 | +
|
| 14 | + $ metrics-demo |
| 15 | + Host multiaddr: /ip4/172.16.68.73/tcp/41173/p2p/12D3KooWD2DFvDs4wekLWU8sAUJJgivbRbiiKkX9yQ3kGhuCwCqL |
| 16 | + Gossipsub and Pubsub services started !! |
| 17 | + DHT service started with DHTMode.SERVER mode |
| 18 | + Starting command executor loop... |
| 19 | +
|
| 20 | + Prometheus metrics visible at: http://localhost:8000 |
| 21 | +
|
| 22 | + To start prometheus and grafana dashboards, from another terminal: |
| 23 | + PROMETHEUS_PORT=9001 GRAFANA_PORT=7001 docker compose up |
| 24 | +
|
| 25 | + After this: |
| 26 | + Prometheus dashboard will be visible at: http://localhost:9001 |
| 27 | + Grafana dashboard will be visible at: http://localhost:7001 |
| 28 | +
|
| 29 | + Entering intractive mode, type commands below. |
| 30 | +
|
| 31 | + Available commands: |
| 32 | + - connect <multiaddr> - Connect to another peer |
| 33 | + ... |
| 34 | +
|
| 35 | +Now in this way a node can be started, now start another node in a different terminal |
| 36 | +and make a connection between so that they can communicate: |
| 37 | + |
| 38 | +.. code-block:: console |
| 39 | +
|
| 40 | + $ metrics-demo |
| 41 | + $ connect /ip4/172.16.68.73/tcp/41173/p2p/12D3KooWD2DFvDs4wekLWU8sAUJJgivbRbiiKkX9yQ3kGhuCwCqL |
| 42 | + Connected to 12D3KooWD2DFvDs4wekLWU8sAUJJgivbRbiiKkX9yQ3kGhuCwCqL |
| 43 | +
|
| 44 | +Now we can communicate between the 2 nodes via Ping, Gossipsub and Kad-DHT. Before that we have to |
| 45 | +start the prometheus and grafana dashboards. For this create a `docker-compose.yml` file like this: |
| 46 | + |
| 47 | +.. code-block:: console |
| 48 | +
|
| 49 | + services: |
| 50 | + prometheus: |
| 51 | + image: prom/prometheus:latest |
| 52 | + container_name: prometheus |
| 53 | + volumes: |
| 54 | + - ./prometheus.yml:/etc/prometheus/prometheus.yml:ro |
| 55 | + ports: |
| 56 | + - "${PROMETHEUS_PORT}:9090" |
| 57 | + extra_hosts: |
| 58 | + - "host.docker.internal:host-gateway" |
| 59 | +
|
| 60 | + grafana: |
| 61 | + image: grafana/grafana:latest |
| 62 | + container_name: grafana |
| 63 | + ports: |
| 64 | + - "${GRAFANA_PORT}:3000" |
| 65 | + depends_on: |
| 66 | + - prometheus |
| 67 | +
|
| 68 | +And run it like this |
| 69 | +.. code-block:: console |
| 70 | +
|
| 71 | + PROMETHEUS_PORT=9001 GRAFANA_PORT=7001 docker compose up |
| 72 | +
|
| 73 | +A similar file is present in `py-libp2p/libp2p/metrics` directory also, so either create a new docker-compose |
| 74 | +file or run it from the above path. This basically starts a prometheus and grafana server in your localhost, |
| 75 | +with which the metrics can be viewed in graph format. |
| 76 | + |
| 77 | +Now see how to communicate between the 2 nodes, via Pubsub/Gossipsub, Ping and Kad-DHT |
| 78 | + |
| 79 | +PING |
| 80 | +==== |
| 81 | + |
| 82 | +The following metrics are exposed in this service: |
| 83 | +- ping: Round-trip time sending a `ping` and receiving a `pong` |
| 84 | +- ping_failure: Failure while sending a ping or receiving a ping |
| 85 | + |
| 86 | +.. code-block:: console |
| 87 | +
|
| 88 | + $ ping /ip4/172.16.68.73/tcp/41173/p2p/12D3KooWD2DFvDs4wekLWU8sAUJJgivbRbiiKkX9yQ3kGhuCwCqL 15 |
| 89 | + [401, 419, 428, 353, 354, 353, 369, 371, 353, 380, 352, 343, 378, 324, 412] |
| 90 | +
|
| 91 | +The output will the rtts took for each ping/ping to complete. |
| 92 | +The updated metrics can be visualized in the dashboards. |
| 93 | + |
| 94 | +Pubsub/Gossipsub |
| 95 | +================ |
| 96 | + |
| 97 | +The following metrics are exposed in this service: |
| 98 | +- gossipsub_received_total: Messages successfully received |
| 99 | +- gossipsub_publish_total: Messages to be published |
| 100 | +- gossipsub_subopts_total: Messages notifying peer subscriptions |
| 101 | +- gossipsub_control_total: Received control messages |
| 102 | +- gossipsub_message_bytes: Message size in bytes |
| 103 | + |
| 104 | +To communicate via gossipsub, join the same topics on both the nodes and publish messages |
| 105 | +on that topic to get it received on both sides. |
| 106 | + |
| 107 | +.. code-block:: console |
| 108 | +
|
| 109 | + $ join pubsub-chat |
| 110 | + Subscribed to pubsub-chat |
| 111 | + Starting receive loop |
| 112 | +
|
| 113 | +Do this on both the terminals. Then publish a message from one side, and see it recieved on the other side. |
| 114 | + |
| 115 | +.. code-block:: console |
| 116 | +
|
| 117 | + $ publish pubsub-chat hello-from-pubsub! |
| 118 | +
|
| 119 | +See the updated metrics in the dashboards. |
| 120 | + |
| 121 | +KAD-DHT |
| 122 | +======= |
| 123 | + |
| 124 | +The following metrics are exposed in this service: |
| 125 | +- kad_inbound_total: Total inbound requests received |
| 126 | +- kad_inbound_find_node: Total inbound FIND_NODE requests received |
| 127 | +- kad_inbound_get_value: Total inbound GET_VALUE requests received |
| 128 | +- kad_inbound_put_value: Total inbound PUT_VALUE requests received |
| 129 | +- kad_inbound_get_providers: Total inbound GET_PROVIDERS requests received |
| 130 | +- kad_inbound_add_provider: Total inbound ADD_PROVIDER requests received |
| 131 | + |
| 132 | +To intercat between the 2 nodes via kad-dht, we have 2 ways: |
| 133 | +- `PUT_VAUE` in one node, and `GET_VALUE` in another |
| 134 | +- `ADD_PROVIDER` in one node, and `GET_PROVIDERS` in another |
| 135 | + |
| 136 | +.. code-block:: console |
| 137 | +
|
| 138 | + $ put /exp/fa kad-dht-value |
| 139 | + Stored value: kad-dht-value with key: /exp/fa |
| 140 | +
|
| 141 | + # From another terminal |
| 142 | + $ get /exp/fa |
| 143 | + Retrieved value: kad-dht-value |
| 144 | +
|
| 145 | +.. code-block:: console |
| 146 | +
|
| 147 | + $ advertize content-id |
| 148 | + Advertised as provider for content: content-id |
| 149 | +
|
| 150 | + # From another terminal |
| 151 | + $ get_provider content-id |
| 152 | + Found 1 providers: [<libp2p.peer.id.ID (12D3KooWD2DFvDs4wekLWU8sAUJJgivbRbiiKkX9yQ3kGhuCwCqL)>] |
| 153 | +
|
| 154 | +SWARM-CONNECTION-EVENTS |
| 155 | +======================= |
| 156 | + |
| 157 | +Other than the above 3 services, the incoming/outgoing connection cycle is also monitored via the |
| 158 | +following metrics: |
| 159 | +- swarm_incoming_conn: Incoming connection received by libp2p-swarm |
| 160 | +- swarm_incoming_conn_error: Incoming connection failure in libp2p-swarm |
| 161 | +- swarm_dial_attempt: Dial attempts made by libp2p-swarm |
| 162 | +- swarm_dial_attempt_error: Outgoing connection failure in libp2p-swarm |
| 163 | + |
| 164 | +The full source code for this example is below: |
| 165 | + |
| 166 | +.. literalinclude:: ../examples/metrics/runner.py |
| 167 | + :language: python |
| 168 | + :linenos: |
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