Redis monitoring

Redis server performance from redis-exporter

SkyWalking leverages redis-exporter for collecting metrics data from Redis. It leverages OpenTelemetry Collector to transfer the metrics to OpenTelemetry receiver and into the Meter System.

Data flow

  1. redis-exporter collect metrics data from Redis.
  2. OpenTelemetry Collector fetches metrics from redis-exporter via Prometheus Receiver and pushes metrics to SkyWalking OAP Server via OpenTelemetry gRPC exporter.
  3. The SkyWalking OAP Server parses the expression with MAL to filter/calculate/aggregate and store the results.

Set up

  1. Set up redis-exporter.
  2. Set up OpenTelemetry Collector. For details on Redis Receiver in OpenTelemetry Collector, refer to here.
  3. Config SkyWalking OpenTelemetry receiver.

Redis Monitoring

Redis monitoring provides monitoring of the status and resources of the Redis server. Redis cluster is cataloged as a Layer: REDIS Service in OAP. Each Redis server is cataloged as an Instance in OAP.

Supported Metrics

Monitoring Panel Unit Metric Name Description Data Source
Uptime day meter_redis_uptime The uptime of Redis. redis-exporter
Connected Clients meter_redis_connected_clients The number of connected clients. redis-exporter
Blocked Clients meter_redis_blocked_clients The number of blocked clients. redis-exporter
Memory Max Bytes MB meter_redis_memory_max_bytes The max bytes of memory. redis-exporter
Hits Rate % meter_redis_hit_rate Hit rate of redis when used as a cache. redis-exporter
Average Time Spend By Command second meter_redis_average_time_spent_by_command Average time to execute various types of commands. redis-exporter
Total Commands Trend meter_redis_total_commands_rate The Trend of total commands. redis-exporter
DB keys meter_redis_evicted_keys_total
meter_redis_expired_keys_total
meter_redis_db_keys		 The number of Expired / Evicted / total keys. redis-exporter
Net Input/Output Bytes KB meter_redis_net_input_bytes
meter_redis_net_output_bytes		 Total bytes of input / output of redis net. redis-exporter
Memory Usage % meter_redis_memory_usage Percentage of used memory. redis-exporter
Total Time Spend By Command Trend meter_redis_commands_duration_seconds_total_rate The trend of total time spend by command redis-exporter

Customizations

You can customize your own metrics/expression/dashboard panel. The metrics definition and expression rules are found in /config/otel-rules/redis. The Redis dashboard panel configurations are found in /config/ui-initialized-templates/redis.

Collect sampled slow commands

SkyWalking leverages fluentbit or other log agents for collecting slow commands from Redis.

Data flow

  1. Execute commands periodically to collect slow logs from Redis and save the result locally.
  2. Fluent-bit agent collects slow logs from local file.
  3. fluent-bit agent sends data to SkyWalking OAP Server using native meter APIs via HTTP.
  4. The SkyWalking OAP Server parses the expression with LAL to parse/extract and store the results.

Set up

  1. Set up fluentbit.
  2. Config fluentbit from here for Redis.
  3. Config slow log from here for Redis.
  4. Periodically execute the commands.

Notice:

1.The slowlog-log-slower-than and slowlog-max-len configuration items in the configuration file are for the slow log, the former indicating that execution time longer than the specified time (in milliseconds) will be logged to the slowlog, and the latter indicating the maximum number of slow logs that will be stored in the slow log file. 2.In the e2e test, SkyWalking uses cron to periodically execute the redis command to fetch the slow logs and write them to a local file, which is then collected by fluent-bit to send the data to the OAP. You can see the relevant configuration files here.You can also get slow logs periodically and send them to OAP in other ways than using cron and fluent-bit.

Slow Commands Monitoring

Slow SQL monitoring provides monitoring of the slow commands of the Redis servers. Redis servers are cataloged as a Layer: REDIS Service in OAP.

Supported Metrics

Monitoring Panel Unit Metric Name Description Data Source
Slow Statements ms top_n_database_statement The latency and statement of Redis slow commands fluentbit

Customizations

You can customize your own metrics/expression/dashboard panel. The slowsql expression rules are found in /config/lal/redis-slowsql.yaml The Redis dashboard panel configurations are found in /config/ui-initialized-templates/redis. `