![RedisGears
https://oss.redislabs.com/redisgears
# Add Time-Series
def tsAdd(x):
xlen = execute('XLEN', x['key'])
execute('TS.ADD', 'ts:len:'+x['key'],
'*', xlen)
execute('TS.ADD', 'ts:enqueue:' +
x['key'], '*', x['value'])
# Stream Reader for any Queue
gb = GearsBuilder('StreamReader')
gb.countby(lambda x: x['key']).map(tsAdd)
gb.register(prefix='queue:*',
duration=5000, batch=10000,
trimStream=False)](https://image.slidesharecdn.com/real-timeobservabilitywithredisandgrafana-201028045754/85/Real-time-observability-with-Redis-and-Grafana-11-320.jpg)
Real time observability with Redis and Grafana
- 1. Real-time observability with Redis and Grafana Mikhail Volkov Customer Success Manager Redis Labs Alexey Smolyanyy Customer Success Lead Redis Labs @mikhailvolkov @alexey-smolyanyy
- 2. We are going to talk about 3 Real-life applications built with Redis Data Source for Grafana New features of Grafana 7 data frames, transformations and streaming Demonstrate the new Redis Data Source and Application plug-in with a custom panel and dashboards Introduce interactive way to manipulate your Redis data with CLI panel in Grafana
- 4. Redis Labs party to meet all the new faces in the company The thing I’m looking forward to most after COVID
- 6. RedisTimeSeries is a Redis Module adding a Time Series data structure to Redis https://oss.redislabs.com/redistimeseries ● High volume inserts, low latency reads ● Query by start time and end-time ● Aggregated queries (Min, Max, Avg, Sum, Range, Count, etc) for any time bucket ● Configurable maximum retention period ● Downsampling/Compaction - automatically updated aggregated time series ● Secondary index - each time series has labels (field value pairs) which will allows to query by labels
- 10. Visualizing data on Grafana dashboard
- 11. RedisGears https://oss.redislabs.com/redisgears # Add Time-Series def tsAdd(x): xlen = execute('XLEN', x['key']) execute('TS.ADD', 'ts:len:'+x['key'], '*', xlen) execute('TS.ADD', 'ts:enqueue:' + x['key'], '*', x['value']) # Stream Reader for any Queue gb = GearsBuilder('StreamReader') gb.countby(lambda x: x['key']).map(tsAdd) gb.register(prefix='queue:*', duration=5000, batch=10000, trimStream=False)
- 12. Redis Data Source plug-in
- 13. Redis Data Source grafana-cli plugins install redis-datasource docker run -d -p 3000:3000 --name=grafana -e "GF_INSTALL_PLUGINS=redis-datasource" grafana/grafana
- 14. Creating panel to display Redis data
- 15. Redis time Series commands
- 16. Query editor for Redis INFO command
- 18. Query editor with Streaming enabled
- 20. Redis CLI panel
- 21. Redis Data Source and Application plug-in Demo
- 22. We talked about 3 Real-life applications built with Redis Data Source for Grafana New features of Grafana 7 data frames, transformations and streaming Demonstrated the new Redis Data Source and Application plug-in with a custom panel and dashboards Introduced interactive way to manipulate your Redis data with CLI panel in Grafana
- 23. Learn more ● Redis Data Source and Application plug-ins ○ https://github.com/RedisGrafana/grafana-redis-datasource ○ https://github.com/RedisGrafana/grafana-redis-app ● Projects ○ https://github.com/RedisGrafana/redis-coronavirus-map ○ https://github.com/RedisTimeSeries/redis-weather ○ https://github.com/RedisTimeSeries/redis-pop-up-store ● Redis Labs Technical Blog ○ Introducing the Redis Data Source Plug-in for Grafana ○ How to Use the New Redis Data Source for Grafana Plug-in ○ 3 Real-Life Apps Built with Redis Data Source for Grafana
- 24. Mikhail Volkov Customer Success Manager Redis Labs Alexey Smolyanyy Customer Success Lead Redis Labs @mikhailvolkov @alexey-smolyanyy