Monitoring Stream Applications¶
Metrics¶
The Streamiz library reports a variety of metrics through his own registry. You have to specify a metric reporter (see IStreamConfig.MetricsReporter) to export all metrics to a different layer (Prometheus, Elastic, …). This reporter will be triggered every IStreamConfig.MetricsIntervalMs (minimium and default : 30 seconds).
Streamiz provide two implementations :
one for Prometheus. See
Streamiz.Kafka.Net.Metrics.Prometheuspackage.an other for OpenTelemetry. See
Streamiz.Kafka.Net.Metrics.OpenTelemetrypackage.
Each package provide an extension method to specify settings.
Example with the Prometheus exporter :
var config = new StreamConfig<StringSerDes, StringSerDes>();
config.ApplicationId = "test-app2";
config.BootstrapServers = "localhost:9092";
config.MetricsRecording = MetricsRecordingLevel.DEBUG;
// Run a http endpoint to 9090 and expose metrics to prometheus format
// Expose librdkafka metrics too !
config.UsePrometheusReporter(9090, true);
Accessing Metrics¶
The entire metrics registry of a KafkaStream instance can be accessed read-only through the method KafkaStream.Metrics(). The metrics registry will contain all the available metrics listed below.
Configuring Metrics Granularity¶
By default Streamiz has metrics with two recording levels: INFO and DEBUG. The DEBUG level records most metrics, while the INFO level records only some of them. Use the IStreamConfig.MetricsRecording configuration option to specify which metrics you want collected, see configuration parameters.
Application metrics¶
All the following metrics have a recording level of INFO.
Sensor : stream-metrics.sensor.app-info, Type : stream-metrics
| Metric name | Description | Tags |
|---|---|---|
| version | The version of the Streamiz client | application_id,version |
| application_id | The application ID of the Streamiz client | application_id |
| topology_description | The description of the topology executed in the Streamiz client | application_id,topology_description |
| state | The state of the Streamiz client (1 = running, 0 = stopped) | application_id |
| stream_threads | The number of stream threads that are running or participating in rebalance | application_id |
Thread metrics¶
All the following metrics have a recording level of INFO.
Sensor : internal.[THREAD_ID].sensor.thread-start-time, Type : stream-thread-metrics
| Metric name | Description | Tags |
|---|---|---|
| thread-start-time | The time that the thread was started | thread_id |
Sensor : internal.[THREAD_ID].sensor.task-created, Type : stream-thread-metrics
| Metric name | Description | Tags |
|---|---|---|
| task-created-total | The total number of newly created tasks | thread_id |
| task-created-rate | The average per-second number of newly created tasks | thread_id |
Sensor : internal.[THREAD_ID].sensor.task-closed, Type : stream-thread-metrics
| Metric name | Description | Tags |
|---|---|---|
| task-closed-total | The total number of closed tasks | thread_id |
| task-closed-rate | The average per-second number of closed tasks | thread_id |
Sensor : internal.[THREAD_ID].sensor.commit, Type : stream-thread-metrics
| Metric name | Description | Tags |
|---|---|---|
| commit-total | The total number of calls to commit | thread_id |
| commit-rate | The average per-second number of calls to commit | thread_id |
| commit-latency-avg | The average commit latency | thread_id |
| commit-latency-max | The maximum commit latency | thread_id |
Sensor : internal.[THREAD_ID].sensor.poll, Type : stream-thread-metrics
| Metric name | Description | Tags |
|---|---|---|
| poll-total | The total number of calls to poll | thread_id |
| poll-rate | The average per-second number of calls to poll | thread_id |
| poll-latency-avg | The average poll latency | thread_id |
| poll-latency-max | The maximum poll latency | thread_id |
Sensor : internal.[THREAD_ID].sensor.poll-records, Type : stream-thread-metrics
| Metric name | Description | Tags |
|---|---|---|
| poll-records-max | The maximum number of records polled from consumer within an iteration | thread_id |
| poll-records-avg | The average number of records polled from consumer within an iteration | thread_id |
Sensor : internal.[THREAD_ID].sensor.process-records, Type : stream-thread-metrics
| Metric name | Description | Tags |
|---|---|---|
| process-records-max | The maximum number of records processed from consumer within an iteration | thread_id |
| process-records-avg | The average number of records processed from consumer within an iteration | thread_id |
Sensor : internal.[THREAD_ID].sensor.process-rate, Type : stream-thread-metrics
| Metric name | Description | Tags |
|---|---|---|
| process-rate-rate | The average per-second number of calls to process | thread_id |
| process-rate-total | The total number of calls to process | thread_id |
Sensor : internal.[THREAD_ID].sensor.process-latency, Type : stream-thread-metrics
| Metric name | Description | Tags |
|---|---|---|
| process-latency-avg | The average process latency | thread_id |
| process-latency-max | The maximum process latency | thread_id |
Sensor : internal.[THREAD_ID].sensor.process-ratio, Type : stream-thread-metrics
| Metric name | Description | Tags |
|---|---|---|
| process-ratio | The fraction of time the thread spent on processing active tasks | thread_id |
Sensor : internal.[THREAD_ID].sensor.poll-ratio, Type : stream-thread-metrics
| Metric name | Description | Tags |
|---|---|---|
| poll-ratio | The fraction of time the thread spent on polling records from consumer | thread_id |
Sensor : internal.[THREAD_ID].sensor.commit-ratio, Type : stream-thread-metrics
| Metric name | Description | Tags |
|---|---|---|
| commit-ratio | The fraction of time the thread spent on committing all tasks | thread_id |
Task metrics¶
All the following metrics have a recording level of DEBUG.
Sensor : internal.[THREAD_ID].task.[TASK_ID].sensor.process-latency, Type : stream-task-metrics
| Metric name | Description | Tags |
|---|---|---|
| process-latency-avg | The average latency of calls to process | thread_id,task_id |
| process-latency-max | The maximum latency of calls to process | thread_id,task_id |
Sensor : internal.[THREAD_ID].task.[TASK_ID].sensor.enforced-processing, Type : stream-task-metrics
| Metric name | Description | Tags |
|---|---|---|
| enforced-processing-total | The total number of occurrences of enforced-processing operations | thread_id,task_id |
| enforced-processing-rate | The average number of occurrences of enforced-processing operations per second | thread_id,task_id |
Sensor : internal.[THREAD_ID].task.[TASK_ID].sensor.process, Type : stream-task-metrics
| Metric name | Description | Tags |
|---|---|---|
| process-rate | The average number of calls to process per second | thread_id,task_id |
| process-total | The total number of calls to process | thread_id,task_id |
Sensor : internal.[THREAD_ID].task.[TASK_ID].sensor.commit, Type : stream-task-metrics
| Metric name | Description | Tags |
|---|---|---|
| commit-rate | The average number of calls to commit per second | thread_id,task_id |
| commit-total | The total number of calls to commit | thread_id,task_id |
Sensor : internal.[THREAD_ID].task.[TASK_ID].sensor.dropped-records, Type : stream-task-metrics
| Metric name | Description | Tags |
|---|---|---|
| dropped-records-rate | The average number of dropped records per second | thread_id,task_id |
| dropped-records-total | The total number of dropped records | thread_id,task_id |
Sensor : internal.[THREAD_ID].task.[TASK_ID].sensor.active-buffer-count, Type : stream-task-metrics
| Metric name | Description | Tags |
|---|---|---|
| active-buffer-count | The count of buffered records that are polled from consumer and not yet processed for this active task | thread_id,task_id |
Sensor : internal.[THREAD_ID].task.[TASK_ID].sensor.restoration-records, Type : stream-task-metrics
| Metric name | Description | Tags |
|---|---|---|
| restoration-records | The count of records not restored yet for this active task | thread_id,task_id |
Sensor : internal.[THREAD_ID].task.[TASK_ID].sensor.active-restoration, Type : stream-task-metrics
| Metric name | Description | Tags |
|---|---|---|
| active-restoration | Indicate if the active task is in restoration or not (1 = restoration in progress, 0 = restoration done) | thread_id,task_id |
Processor metrics¶
All the following metrics have a recording level of DEBUG.
Sensor : internal.[THREAD_ID].task.[TASK_ID].node.[PROCESSOR_NODE_ID].sensor.process, Type : stream-processor-node-metrics
| Metric name | Description | Tags |
|---|---|---|
| process-rate | The average number of calls to process per second | thread_id,task_id,processor_node_id |
| process-total | The total number of calls to process | thread_id,task_id,processor_node_id |
State store metrics¶
All the following metrics have a recording level of DEBUG. The store-scope value is specified in IStoreSupplier.MetricsScope for the user’s customized state stores; for built-in state stores, currently we have:
in-memory_state
in-memory-window_state
rocksdb_state (for RocksDB backed key-value store)
rocksdb-window_state (for RocksDB backed window store)
Sensor : internal.[THREAD_ID].task.[TASK_ID].store.[STORE_NAME].sensor.put, Type : stream-state-metrics
| Metric name | Description | Tags |
|---|---|---|
| put-rate | The average number of calls to put per second | thread_id,task_id,[STORE-TYPE]_id |
| put-avg | The average latency of calls to put | thread_id,task_id,[STORE-TYPE]_id |
| put-max | The maximum latency of calls to put | thread_id,task_id,[STORE-TYPE]_id |
Sensor : internal.[THREAD_ID].task.[TASK_ID].store.[STORE_NAME].sensor.put-if-absent, Type : stream-state-metrics
| Metric name | Description | Tags |
|---|---|---|
| put-rate | The average number of calls to put-if-absent per second | thread_id,task_id,[STORE-TYPE]_id |
| put-avg | The average latency of calls to put-if-absent | thread_id,task_id,[STORE-TYPE]_id |
| put-max | The maximum latency of calls to put-if-absent | thread_id,task_id,[STORE-TYPE]_id |
Sensor : internal.[THREAD_ID].task.[TASK_ID].store.[STORE_NAME].sensor.put-all, Type : stream-state-metrics
| Metric name | Description | Tags |
|---|---|---|
| put-rate | The average number of calls to put-all per second | thread_id,task_id,[STORE-TYPE]_id |
| put-avg | The average latency of calls to put-all | thread_id,task_id,[STORE-TYPE]_id |
| put-max | The maximum latency of calls to put-all | thread_id,task_id,[STORE-TYPE]_id |
Sensor : internal.[THREAD_ID].task.[TASK_ID].store.[STORE_NAME].sensor.get, Type : stream-state-metrics
| Metric name | Description | Tags |
|---|---|---|
| put-rate | The average number of calls to get per second | thread_id,task_id,[STORE-TYPE]_id |
| put-avg | The average latency of calls to get | thread_id,task_id,[STORE-TYPE]_id |
| put-max | The maximum latency of calls to get | thread_id,task_id,[STORE-TYPE]_id |
Sensor : internal.[THREAD_ID].task.[TASK_ID].store.[STORE_NAME].sensor.fetch, Type : stream-state-metrics
| Metric name | Description | Tags |
|---|---|---|
| put-rate | The average number of calls to fetch per second | thread_id,task_id,[STORE-TYPE]_id |
| put-avg | The average latency of calls to fetch | thread_id,task_id,[STORE-TYPE]_id |
| put-max | The maximum latency of calls to fetch | thread_id,task_id,[STORE-TYPE]_id |
Sensor : internal.[THREAD_ID].task.[TASK_ID].store.[STORE_NAME].sensor.all, Type : stream-state-metrics
| Metric name | Description | Tags |
|---|---|---|
| put-rate | The average number of calls to all per second | thread_id,task_id,[STORE-TYPE]_id |
| put-avg | The average latency of calls to all | thread_id,task_id,[STORE-TYPE]_id |
| put-max | The maximum latency of calls to all | thread_id,task_id,[STORE-TYPE]_id |
Sensor : internal.[THREAD_ID].task.[TASK_ID].store.[STORE_NAME].sensor.range, Type : stream-state-metrics
| Metric name | Description | Tags |
|---|---|---|
| put-rate | The average number of calls to range per second | thread_id,task_id,[STORE-TYPE]_id |
| put-avg | The average latency of calls to range | thread_id,task_id,[STORE-TYPE]_id |
| put-max | The maximum latency of calls to range | thread_id,task_id,[STORE-TYPE]_id |
Sensor : internal.[THREAD_ID].task.[TASK_ID].store.[STORE_NAME].sensor.flush, Type : stream-state-metrics
| Metric name | Description | Tags |
|---|---|---|
| put-rate | The average number of calls to flush per second | thread_id,task_id,[STORE-TYPE]_id |
| put-avg | The average latency of calls to flush | thread_id,task_id,[STORE-TYPE]_id |
| put-max | The maximum latency of calls to flush | thread_id,task_id,[STORE-TYPE]_id |
Sensor : internal.[THREAD_ID].task.[TASK_ID].store.[STORE_NAME].sensor.delete, Type : stream-state-metrics
| Metric name | Description | Tags |
|---|---|---|
| put-rate | The average number of calls to delete per second | thread_id,task_id,[STORE-TYPE]_id |
| put-avg | The average latency of calls to delete | thread_id,task_id,[STORE-TYPE]_id |
| put-max | The maximum latency of calls to delete | thread_id,task_id,[STORE-TYPE]_id |
Sensor : internal.[THREAD_ID].task.[TASK_ID].store.[STORE_NAME].sensor.remove, Type : stream-state-metrics
| Metric name | Description | Tags |
|---|---|---|
| put-rate | The average number of calls to remove per second | thread_id,task_id,[STORE-TYPE]_id |
| put-avg | The average latency of calls to remove | thread_id,task_id,[STORE-TYPE]_id |
| put-max | The maximum latency of calls to remove | thread_id,task_id,[STORE-TYPE]_id |
RocksDb metrics¶
Not available for now, stay tuned works in progress
Librdkafka metrics¶
Only main consumer and producer librdkafka statistics are exposed for now in Streamiz application. All the following metrics have a recording level of INFO.
Main consumer¶
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.messages-consumed-total, Type : librdkafka-consumer-metrics
| Metric name | Description | Tags |
|---|---|---|
| messages-consumed-total | Total number of messages consumed, not including ignored messages (due to offset, etc), from Kafka brokers | librdkafka_client_id, application_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.bytes-consumed-total, Type : librdkafka-consumer-metrics
| Metric name | Description | Tags |
|---|---|---|
| bytes-consumed-total | Total number of bytes received from Kafka brokers | librdkafka_client_id, application_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.ops-waiting-queue-total, Type : librdkafka-consumer-metrics
| Metric name | Description | Tags |
|---|---|---|
| ops-waiting-queue-total | Number of ops (callbacks, events, etc) waiting in queue for application to serve with rd_kafka_poll(). | librdkafka_client_id, application_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.responses-received-total, Type : librdkafka-consumer-metrics
| Metric name | Description | Tags |
|---|---|---|
| responses-received-total | Total number of responses received from Kafka brokers. | librdkafka_client_id, application_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.responses-bytes-received-total, Type : librdkafka-consumer-metrics
| Metric name | Description | Tags |
|---|---|---|
| responses-bytes-received-total | Total number of reponses bytes received from Kafka brokers. | librdkafka_client_id, application_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.time-rebalance-age, Type : librdkafka-consumer-metrics
| Metric name | Description | Tags |
|---|---|---|
| time-rebalance-age | Time elapsed since last rebalance (assign or revoke) (milliseconds). | librdkafka_client_id, application_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.rebalance-total, Type : librdkafka-consumer-metrics
| Metric name | Description | Tags |
|---|---|---|
| rebalance-total | Total number of rebalances (assign or revoke). | librdkafka_client_id, application_id |
Broker metrics¶
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.broker-responses-received-total, Type : librdkafka-consumer-metrics
| Metric name | Description | Tags |
|---|---|---|
| broker-responses-received-total | Total number of responses received. | librdkafka_client_id, application_id, broker_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.broker-responses-bytes-received-total, Type : librdkafka-consumer-metrics
| Metric name | Description | Tags |
|---|---|---|
| broker-responses-bytes-received-total | Total number of bytes received. | librdkafka_client_id, application_id, broker_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.broker-error-received-total, Type : librdkafka-consumer-metrics
| Metric name | Description | Tags |
|---|---|---|
| broker-error-received-total | Total number of receive errors. | librdkafka_client_id, application_id, broker_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.broker-connection-total, Type : librdkafka-consumer-metrics
| Metric name | Description | Tags |
|---|---|---|
| broker-connection-total | Number of connection attempts, including successful and failed, and name resolution failures. | librdkafka_client_id, application_id, broker_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.broker-disconnection-total, Type : librdkafka-consumer-metrics
| Metric name | Description | Tags |
|---|---|---|
| broker-disconnection-total | Number of disconnects (triggered by broker, network, load-balancer, etc.). | librdkafka_client_id, application_id, broker_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.broker-latency-avg-micros, Type : librdkafka-consumer-metrics
| Metric name | Description | Tags |
|---|---|---|
| broker-latency-avg-micros | Broker latency / round-trip time in microseconds. | librdkafka_client_id, application_id, broker_id |
Topic metrics¶
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.topic-batch-size-bytes-avg, Type : librdkafka-consumer-metrics
| Metric name | Description | Tags |
|---|---|---|
| topic-batch-size-bytes-avg | Batch sizes in bytes average. | librdkafka_client_id, application_id, topic |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.topic-batch-message-count-avg, Type : librdkafka-consumer-metrics
| Metric name | Description | Tags |
|---|---|---|
| topic-batch-message-count-avg | Batch message counts average. | librdkafka_client_id, application_id, topic |
Partition metrics¶
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.consumer-lag, Type : librdkafka-consumer-metrics
| Metric name | Description | Tags |
|---|---|---|
| consumer-lag | Difference between (hi_offset or ls_offset) - max(app_offset, committed_offset). hi_offset is used when isolation.level=read_uncommitted, otherwise ls_offset. | librdkafka_client_id, application_id, partition_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.partition-messages-consumed-total, Type : librdkafka-consumer-metrics
| Metric name | Description | Tags |
|---|---|---|
| partition-messages-consumed-total | Total number of messages consumed, not including ignored messages (due to offset, etc). | librdkafka_client_id, application_id, partition_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.partition-bytes-consumed-total, Type : librdkafka-consumer-metrics
| Metric name | Description | Tags |
|---|---|---|
| partition-bytes-consumed-total | Total number of bytes received for rxmsgs. | librdkafka_client_id, application_id, partition_id |
Producer¶
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.messages-produced-total, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| messages-produced-total | Total number of messages transmitted (produced) to Kafka brokers | librdkafka_client_id, application_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.bytes-produced-total, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| bytes-produced-total | Total number of message bytes (including framing, such as per-Message framing and MessageSet/batch framing) transmitted to Kafka brokers | librdkafka_client_id, application_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.ops-waiting-queue-total, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| ops-waiting-queue-total | Number of ops (callbacks, events, etc) waiting in queue for application to serve with rd_kafka_poll() | librdkafka_client_id, application_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.messages-queue-current-total, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| messages-queue-current-total | Current number of messages in producer queues | librdkafka_client_id, application_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.bytes-queue-current-total, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| bytes-queue-current-total | Current total size of messages in producer queues | librdkafka_client_id, application_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.messages-queue-max, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| messages-queue-max | Threshold: maximum number of messages allowed allowed on the producer queues | librdkafka_client_id, application_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.bytes-queue-max, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| bytes-queue-max | Threshold: maximum total size of messages allowed on the producer queues | librdkafka_client_id, application_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.request-produced-total, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| request-produced-total | Total number of requests sent to Kafka brokers | librdkafka_client_id, application_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.request-bytes-produced-total, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| request-bytes-produced-total | Total number of bytes transmitted to Kafka brokers | librdkafka_client_id, application_id |
Broker metrics¶
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.broker-request-awaiting-total, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| broker-request-awaiting-total | Number of requests awaiting transmission to broker | librdkafka_client_id, application_id,broker_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.broker-message-awaiting-total, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| broker-message-awaiting-total | Number of messages awaiting transmission to broker | librdkafka_client_id, application_id,broker_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.broker-request-in-flight-total, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| broker-request-in-flight-total | Number of requests in-flight to broker awaiting response | librdkafka_client_id, application_id,broker_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.broker-message-in-flight-total, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| broker-message-in-flight-total | Number of messages in-flight to broker awaiting response | librdkafka_client_id, application_id,broker_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.broker-request-sent-total, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| broker-request-sent-total | Total number of requests sent | librdkafka_client_id, application_id,broker_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.broker-request-sent-bytes-total, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| broker-request-sent-bytes-total | Total number of bytes sent | librdkafka_client_id, application_id,broker_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.broker-error-total, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| broker-error-total | Total number of transmission errors | librdkafka_client_id, application_id,broker_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.broker-retries-total, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| broker-retries-total | Total number of request retries | librdkafka_client_id, application_id,broker_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.broker-timeout-total, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| broker-timeout-total | Total number of requests timed out | librdkafka_client_id, application_id,broker_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.broker-connection-total, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| broker-connection-total | Number of connection attempts, including successful and failed, and name resolution failures. | librdkafka_client_id, application_id,broker_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.broker-disconnection-total, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| broker-disconnection-total | Number of disconnects (triggered by broker, network, load-balancer, etc.). | librdkafka_client_id, application_id,broker_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.broker-internal-queue-latency-micros, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| broker-internal-queue-latency-micros | Internal producer queue latency in microseconds. | librdkafka_client_id, application_id,broker_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.broker-internal-request-queue-latency-micros, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| broker-internal-request-queue-latency-micros | Internal request queue latency in microseconds. This is the time between a request is enqueued on the transmit (outbuf) queue and the time the request is written to the TCP socket. Additional buffering and latency may be incurred by the TCP stack and network. | librdkafka_client_id, application_id,broker_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.broker-latency-avg-micros, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| broker-latency-avg-micros | Broker latency / round-trip time in microseconds. | librdkafka_client_id, application_id,broker_id |
Topic metrics¶
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.topic-batch-size-bytes-avg, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| topic-batch-size-bytes-avg | Batch sizes in bytes average | librdkafka_client_id, application_id,topic |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.topic-batch-count-avg, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| topic-batch-count-avg | ||
| Batch message counts average | librdkafka_client_id, application_id,topic |
Partition metrics¶
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.partition-messages-produced-total, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| partition-messages-produced-total | Total number of messages transmitted (produced) | librdkafka_client_id, application_id,partition_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.partition-bytes-produced-total, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| partition-bytes-produced-total | Total number of bytes transmitted for txmsgs | librdkafka_client_id, application_id,partition_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.partition-messages-in-flight-total, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| partition-messages-in-flight-total | Current number of messages in-flight to/from broker | librdkafka_client_id, application_id,partition_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.partition-next-expected-ack, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| partition-next-expected-ack | Next expected acked sequence (idempotent producer) | librdkafka_client_id, application_id,partition_id |
Sensor : librdkafka.[LIBRDKAFKA_CLIENT_ID].sensor.partition-last-message-id-acked, Type : librdkafka-producer-metrics
| Metric name | Description | Tags |
|---|---|---|
| partition-last-message-id-acked | Last acked internal message id (idempotent producer) | librdkafka_client_id, application_id,partition_id |
External Thread metrics¶
All the following metrics have a recording level of INFO.
Sensor : internal.[THREAD_ID].sensor.commit, Type : stream-thread-metrics
| Metric name | Description | Tags |
|---|---|---|
| commit-total | The total number of calls to commit | thread_id |
| commit-rate | The average per-second number of calls to commit | thread_id |
| commit-latency-avg | The average commit latency | thread_id |
| commit-latency-max | The maximum commit latency | thread_id |
Sensor : internal.[THREAD_ID].sensor.poll, Type : stream-thread-metrics
| Metric name | Description | Tags |
|---|---|---|
| poll-total | The total number of calls to poll | thread_id |
| poll-rate | The average per-second number of calls to poll | thread_id |
| poll-latency-avg | The average poll latency | thread_id |
| poll-latency-max | The maximum poll latency | thread_id |
Sensor : internal.[THREAD_ID].sensor.process-rate, Type : stream-thread-metrics
| Metric name | Description | Tags |
|---|---|---|
| process-rate-rate | The average per-second number of calls to process | thread_id |
| process-rate-total | The total number of calls to process | thread_id |
Sensor : internal.[THREAD_ID].sensor.process-latency, Type : stream-thread-metrics
| Metric name | Description | Tags |
|---|---|---|
| process-latency-avg | The average process latency | thread_id |
| process-latency-max | The maximum process latency | thread_id |
External Task metrics¶
All the following metrics have a recording level of DEBUG.
Sensor : internal.[THREAD_ID].task.[TASK_ID].sensor.process-latency, Type : stream-task-metrics
| Metric name | Description | Tags |
|---|---|---|
| process-latency-avg | The average latency of calls to process | thread_id,task_id |
| process-latency-max | The maximum latency of calls to process | thread_id,task_id |
Sensor : internal.[THREAD_ID].task.[TASK_ID].sensor.process, Type : stream-task-metrics
| Metric name | Description | Tags |
|---|---|---|
| process-rate | The average number of calls to process per second | thread_id,task_id |
| process-total | The total number of calls to process | thread_id,task_id |
Sensor : internal.[THREAD_ID].task.[TASK_ID].sensor.dropped-records, Type : stream-task-metrics
| Metric name | Description | Tags |
|---|---|---|
| dropped-records-rate | The average number of dropped records per second | thread_id,task_id |
| dropped-records-total | The total number of dropped records | thread_id,task_id |
Sensor : internal.[THREAD_ID].task.[TASK_ID].sensor.active-buffer-count, Type : stream-task-metrics
| Metric name | Description | Tags |
|---|---|---|
| active-buffer-count | The count of buffered records that are polled from consumer and not yet processed for this active task | thread_id,task_id |