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[[Datei:01-influxdb2 profiler.png|right|600px]]
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[[Datei:01-influxdb2 profiler.png|right|800px]]
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''The Flux Profiler package provides performance profiling tools for Flux queries and operations. Each enabled profiler appends a table to the output stream of tables containing data returned by the profiler.''
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''The Flux Profiler package provides performance profiling tools for Flux queries and operations.'' <br>
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''Each enabled profiler appends a table to the output stream of tables containing data returned by the profiler.'' <br>
  
 
<pre>
 
<pre>
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...<your query>...
 
...<your query>...
 
</pre>
 
</pre>
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== query ==
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The query profiler provides statistics about the execution of an entire Flux script. When enabled, results returned by yield() include a table with the following columns:
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*'''TotalDuration''': total query duration in nanoseconds.
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*'''CompileDuration''': number of nanoseconds spent compiling the query.
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*'''QueueDuration''': number of nanoseconds spent queueing.
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*'''RequeueDuration''': number fo nanoseconds spent requeueing.
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*'''PlanDuration''': number of nanoseconds spent planning the query.
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*'''ExecuteDuration''': number of nanoseconds spent executing the query.
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*'''Concurrency''': number of goroutines allocated to process the query.
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*'''MaxAllocated''': maximum number of bytes the query allocated.
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*'''TotalAllocated''': total number of bytes the query allocated (includes memory that was freed and then used again).
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*'''RuntimeErrors''': error messages returned during query execution.
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*'''flux/query-plan''': Flux query plan.
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*'''influxdb/scanned-values''': value scanned by InfluxDB.
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*'''influxdb/scanned-bytes''': number of bytes scanned by InfluxDB.
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 +
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== operator ==
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The operator profiler output statistics about each operation in a query. Operations executed in the storage tier return as a single operation. When the operator profile is enabled, results returned by yield() include a table with a row for each operation and the following columns:
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*'''Type''': operation type
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*'''Label''': operation name
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*'''Count''': total number of times the operation executed
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*'''MinDuration''': minimum duration of the operation in nanoseconds
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*'''MaxDuration''': maximum duration of the operation in nanoseconds
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*'''DurationSum''': total duration of all operation executions in nanoseconds
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*'''MeanDuration''': average duration of all operation executions in nanoseconds
  
  
  
 
''More information's: https://docs.influxdata.com/influxdb/cloud/reference/flux/stdlib/profiler/''
 
''More information's: https://docs.influxdata.com/influxdb/cloud/reference/flux/stdlib/profiler/''
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= Performance Tips =
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*Can you apply any '''groups''' that will reduce the number of rows in your table(s) before applying a map() function? -> ''This helped me a few times!''
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*Can you use the '''experimental.join()''' function instead of join() function?
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*Can you '''tune any regexes''' to be as specific as possible?
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*Does <code>|> sort(columns: ["_time"], desc: false) |> limit(n:1)</code> perform better than <code>|> last()</code>?
  
  

Aktuelle Version vom 9. Dezember 2021, 14:59 Uhr

01-influxdb2 profiler.png

The Flux Profiler package provides performance profiling tools for Flux queries and operations.
Each enabled profiler appends a table to the output stream of tables containing data returned by the profiler. 

import "profiler"
option profiler.enabledProfilers = ["query", "operator"]

...<your query>...


query

The query profiler provides statistics about the execution of an entire Flux script. When enabled, results returned by yield() include a table with the following columns:

  • TotalDuration: total query duration in nanoseconds.
  • CompileDuration: number of nanoseconds spent compiling the query.
  • QueueDuration: number of nanoseconds spent queueing.
  • RequeueDuration: number fo nanoseconds spent requeueing.
  • PlanDuration: number of nanoseconds spent planning the query.
  • ExecuteDuration: number of nanoseconds spent executing the query.
  • Concurrency: number of goroutines allocated to process the query.
  • MaxAllocated: maximum number of bytes the query allocated.
  • TotalAllocated: total number of bytes the query allocated (includes memory that was freed and then used again).
  • RuntimeErrors: error messages returned during query execution.
  • flux/query-plan: Flux query plan.
  • influxdb/scanned-values: value scanned by InfluxDB.
  • influxdb/scanned-bytes: number of bytes scanned by InfluxDB.


operator

The operator profiler output statistics about each operation in a query. Operations executed in the storage tier return as a single operation. When the operator profile is enabled, results returned by yield() include a table with a row for each operation and the following columns:

  • Type: operation type
  • Label: operation name
  • Count: total number of times the operation executed
  • MinDuration: minimum duration of the operation in nanoseconds
  • MaxDuration: maximum duration of the operation in nanoseconds
  • DurationSum: total duration of all operation executions in nanoseconds
  • MeanDuration: average duration of all operation executions in nanoseconds


More information's: https://docs.influxdata.com/influxdb/cloud/reference/flux/stdlib/profiler/


Performance Tips

  • Can you apply any groups that will reduce the number of rows in your table(s) before applying a map() function? -> This helped me a few times!
  • Can you use the experimental.join() function instead of join() function?
  • Can you tune any regexes to be as specific as possible?
  • Does |> sort(columns: ["_time"], desc: false) |> limit(n:1) perform better than |> last()?
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