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Large update for the SumStats framework.
- On-demand access to sumstats results through "return from" functions named SumStats::request and Sumstats::request_key. Both functions are tested in standalone and clustered modes. - $name field has returned to SumStats which simplifies cluster code and makes the on-demand access stuff possible. - Clustered results can only be collected for 1 minute from their time of creation now instead of time of last read. - Thresholds use doubles instead of counts everywhere now. - Calculation dependency resolution occurs at start up time now instead of doing it at observation time which provide a minor cpu performance improvement. A new plugin registration mechanism was created to support this change. - AppStats now has a minimal doc string and is broken into hook-based plugins. - AppStats and traceroute detection added to local.bro
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34 changed files with 687 additions and 277 deletions
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@ -1,4 +1,4 @@
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@load base/frameworks/sumstats
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@load ../main
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module SumStats;
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@ -14,17 +14,18 @@ export {
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};
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}
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hook observe_hook(r: Reducer, val: double, obs: Observation, rv: ResultVal)
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hook register_observe_plugins()
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{
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if ( AVERAGE in r$apply )
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register_observe_plugin(AVERAGE, function(r: Reducer, val: double, obs: Observation, rv: ResultVal)
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{
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if ( ! rv?$average )
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rv$average = val;
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else
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rv$average += (val - rv$average) / rv$num;
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}
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});
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}
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hook compose_resultvals_hook(result: ResultVal, rv1: ResultVal, rv2: ResultVal)
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{
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if ( rv1?$average && rv2?$average )
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@ -1,4 +1,4 @@
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@load base/frameworks/sumstats
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@load ../main
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module SumStats;
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};
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}
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hook observe_hook(r: Reducer, val: double, obs: Observation, rv: ResultVal)
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hook register_observe_plugins()
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{
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if ( MAX in r$apply )
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register_observe_plugin(MAX, function(r: Reducer, val: double, obs: Observation, rv: ResultVal)
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{
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if ( ! rv?$max )
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rv$max = val;
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else if ( val > rv$max )
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rv$max = val;
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}
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});
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}
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hook compose_resultvals_hook(result: ResultVal, rv1: ResultVal, rv2: ResultVal)
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@ -1,4 +1,4 @@
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@load base/frameworks/sumstats
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@load ../main
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module SumStats;
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};
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}
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hook observe_hook(r: Reducer, val: double, obs: Observation, rv: ResultVal)
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hook register_observe_plugins()
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{
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if ( MIN in r$apply )
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register_observe_plugin(MIN, function(r: Reducer, val: double, obs: Observation, rv: ResultVal)
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{
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if ( ! rv?$min )
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rv$min = val;
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else if ( val < rv$min )
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rv$min = val;
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}
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});
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}
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hook compose_resultvals_hook(result: ResultVal, rv1: ResultVal, rv2: ResultVal)
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{
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if ( rv1?$min && rv2?$min )
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@ -1,9 +1,14 @@
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@load base/frameworks/sumstats
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@load base/utils/queue
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@load ../main
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module SumStats;
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export {
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redef enum Calculation += {
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## Collect a sample of the last few observations.
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SAMPLE
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};
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redef record Reducer += {
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## A number of sample Observations to collect.
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samples: count &default=0;
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return s;
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}
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hook observe_hook(r: Reducer, val: double, obs: Observation, rv: ResultVal)
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hook register_observe_plugins()
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{
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if ( r$samples > 0 )
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register_observe_plugin(SAMPLE, function(r: Reducer, val: double, obs: Observation, rv: ResultVal)
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{
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if ( ! rv?$samples )
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rv$samples = Queue::init([$max_len=r$samples]);
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Queue::put(rv$samples, obs);
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}
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});
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}
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hook compose_resultvals_hook(result: ResultVal, rv1: ResultVal, rv2: ResultVal)
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@ -1,5 +1,5 @@
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@load ./variance
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@load base/frameworks/sumstats
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@load ../main
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module SumStats;
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rv$std_dev = sqrt(rv$variance);
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}
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# This depends on the variance plugin which uses priority -5
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hook observe_hook(r: Reducer, val: double, obs: Observation, rv: ResultVal) &priority=-10
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hook std_dev_hook(r: Reducer, val: double, obs: Observation, rv: ResultVal)
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{
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if ( STD_DEV in r$apply )
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calc_std_dev(rv);
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}
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hook register_observe_plugins() &priority=-10
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{
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register_observe_plugin(STD_DEV, function(r: Reducer, val: double, obs: Observation, rv: ResultVal)
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{
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calc_std_dev(rv);
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});
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add_observe_plugin_dependency(STD_DEV, VARIANCE);
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}
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hook compose_resultvals_hook(result: ResultVal, rv1: ResultVal, rv2: ResultVal) &priority=-10
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@load base/frameworks/sumstats
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@load ../main
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module SumStats;
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sum: double &default=0.0;
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};
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type threshold_function: function(key: SumStats::Key, result: SumStats::Result): count;
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global sum_threshold: function(data_id: string): threshold_function;
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#type threshold_function: function(key: SumStats::Key, result: SumStats::Result): count;
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#global sum_threshold: function(data_id: string): threshold_function;
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}
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function sum_threshold(data_id: string): threshold_function
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{
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return function(key: SumStats::Key, result: SumStats::Result): count
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{
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print fmt("data_id: %s", data_id);
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print result;
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return double_to_count(result[data_id]$sum);
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};
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}
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#function sum_threshold(data_id: string): threshold_function
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# {
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# return function(key: SumStats::Key, result: SumStats::Result): count
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# {
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# print fmt("data_id: %s", data_id);
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# print result;
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# return double_to_count(result[data_id]$sum);
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# };
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# }
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hook init_resultval_hook(r: Reducer, rv: ResultVal)
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{
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rv$sum = 0;
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}
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hook observe_hook(r: Reducer, val: double, obs: Observation, rv: ResultVal)
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hook register_observe_plugins()
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{
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if ( SUM in r$apply )
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register_observe_plugin(SUM, function(r: Reducer, val: double, obs: Observation, rv: ResultVal)
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{
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rv$sum += val;
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});
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}
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hook compose_resultvals_hook(result: ResultVal, rv1: ResultVal, rv2: ResultVal)
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@load base/frameworks/sumstats
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@load ../main
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module SumStats;
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unique_vals: set[Observation] &optional;
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};
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hook observe_hook(r: Reducer, val: double, obs: Observation, rv: ResultVal)
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hook register_observe_plugins()
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{
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if ( UNIQUE in r$apply )
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register_observe_plugin(UNIQUE, function(r: Reducer, val: double, obs: Observation, rv: ResultVal)
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{
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if ( ! rv?$unique_vals )
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rv$unique_vals=set();
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add rv$unique_vals[obs];
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rv$unique = |rv$unique_vals|;
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}
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});
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}
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hook compose_resultvals_hook(result: ResultVal, rv1: ResultVal, rv2: ResultVal)
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@load ./average
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@load base/frameworks/sumstats
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@load ../main
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module SumStats;
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rv$variance = (rv$num > 1) ? rv$var_s/(rv$num-1) : 0.0;
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}
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# Reduced priority since this depends on the average
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hook observe_hook(r: Reducer, val: double, obs: Observation, rv: ResultVal) &priority=-5
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hook register_observe_plugins() &priority=-5
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{
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if ( VARIANCE in r$apply )
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register_observe_plugin(VARIANCE, function(r: Reducer, val: double, obs: Observation, rv: ResultVal)
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{
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if ( rv$num > 1 )
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rv$var_s += ((val - rv$prev_avg) * (val - rv$average));
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calc_variance(rv);
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rv$prev_avg = rv$average;
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}
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});
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add_observe_plugin_dependency(VARIANCE, AVERAGE);
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}
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# Reduced priority since this depends on the average
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