From bec965b66f7df28f023ff34600ed26a4f1735c20 Mon Sep 17 00:00:00 2001
From: Seth Hall <seth@icir.org>
Date: Tue, 21 May 2013 15:52:59 -0400
Subject: [PATCH] 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
---
 scripts/base/frameworks/sumstats/cluster.bro  | 200 +++++++++------
 scripts/base/frameworks/sumstats/main.bro     | 241 +++++++++++++-----
 .../base/frameworks/sumstats/non-cluster.bro  |  29 ++-
 .../frameworks/sumstats/plugins/average.bro   |   9 +-
 .../base/frameworks/sumstats/plugins/max.bro  |   8 +-
 .../base/frameworks/sumstats/plugins/min.bro  |   9 +-
 .../frameworks/sumstats/plugins/sample.bro    |  13 +-
 .../frameworks/sumstats/plugins/std-dev.bro   |  15 +-
 .../base/frameworks/sumstats/plugins/sum.bro  |  30 ++-
 .../frameworks/sumstats/plugins/unique.bro    |   8 +-
 .../frameworks/sumstats/plugins/variance.bro  |  10 +-
 scripts/policy/misc/app-stats/__load__.bro    |   2 +
 .../{app-metrics.bro => app-stats/main.bro}   |  48 +---
 .../misc/app-stats/plugins/__load__.bro       |   6 +
 .../misc/app-stats/plugins/facebook.bro       |  12 +
 .../policy/misc/app-stats/plugins/gmail.bro   |  12 +
 .../policy/misc/app-stats/plugins/google.bro  |  12 +
 .../policy/misc/app-stats/plugins/netflix.bro |  12 +
 .../policy/misc/app-stats/plugins/pandora.bro |  12 +
 .../policy/misc/app-stats/plugins/youtube.bro |  12 +
 .../policy/misc/detect-traceroute/main.bro    |   9 +-
 scripts/policy/misc/scan.bro                  |  18 +-
 .../protocols/ftp/detect-bruteforcing.bro     |   7 +-
 scripts/policy/protocols/http/detect-sqli.bro |  12 +-
 .../protocols/ssh/detect-bruteforcing.bro     |   7 +-
 scripts/site/local.bro                        |   7 +
 .../manager-1..stdout                         |   7 +
 .../.stdout                                   |   5 +
 .../frameworks/sumstats/basic-cluster.bro     |   3 +-
 .../base/frameworks/sumstats/basic.bro        |  21 +-
 .../sumstats/cluster-intermediate-update.bro  |   7 +-
 .../frameworks/sumstats/on-demand-cluster.bro |  93 +++++++
 .../base/frameworks/sumstats/on-demand.bro    |  45 ++++
 .../base/frameworks/sumstats/thresholding.bro |  23 +-
 34 files changed, 687 insertions(+), 277 deletions(-)
 create mode 100644 scripts/policy/misc/app-stats/__load__.bro
 rename scripts/policy/misc/{app-metrics.bro => app-stats/main.bro} (58%)
 create mode 100644 scripts/policy/misc/app-stats/plugins/__load__.bro
 create mode 100644 scripts/policy/misc/app-stats/plugins/facebook.bro
 create mode 100644 scripts/policy/misc/app-stats/plugins/gmail.bro
 create mode 100644 scripts/policy/misc/app-stats/plugins/google.bro
 create mode 100644 scripts/policy/misc/app-stats/plugins/netflix.bro
 create mode 100644 scripts/policy/misc/app-stats/plugins/pandora.bro
 create mode 100644 scripts/policy/misc/app-stats/plugins/youtube.bro
 create mode 100644 testing/btest/Baseline/scripts.base.frameworks.sumstats.on-demand-cluster/manager-1..stdout
 create mode 100644 testing/btest/Baseline/scripts.base.frameworks.sumstats.on-demand/.stdout
 create mode 100644 testing/btest/scripts/base/frameworks/sumstats/on-demand-cluster.bro
 create mode 100644 testing/btest/scripts/base/frameworks/sumstats/on-demand.bro

diff --git a/scripts/base/frameworks/sumstats/cluster.bro b/scripts/base/frameworks/sumstats/cluster.bro
index 9ee63a674e..23e20ae9c0 100644
--- a/scripts/base/frameworks/sumstats/cluster.bro
+++ b/scripts/base/frameworks/sumstats/cluster.bro
@@ -27,39 +27,34 @@ export {
 	## performed.  In practice this should hopefully have a minimal effect.
 	const max_outstanding_global_views = 10 &redef;
 
-	## Intermediate updates can cause overload situations on very large clusters. This
-	## option may help reduce load and correct intermittent problems. The goal for this
-	## option is also meant to be temporary.
-	const enable_intermediate_updates = T &redef;
-
 	## Event sent by the manager in a cluster to initiate the collection of values for
 	## a sumstat.
-	global cluster_ss_request: event(uid: string, ssid: string);
+	global cluster_ss_request: event(uid: string, ss_name: string, cleanup: bool);
 
 	## Event sent by nodes that are collecting sumstats after receiving a request for
 	## the sumstat from the manager.
-	global cluster_ss_response: event(uid: string, ssid: string, data: ResultTable, done: bool);
+	global cluster_ss_response: event(uid: string, ss_name: string, data: ResultTable, done: bool);
 
 	## This event is sent by the manager in a cluster to initiate the collection of
 	## a single key value from a sumstat.  It's typically used to get intermediate
 	## updates before the break interval triggers to speed detection of a value
 	## crossing a threshold.
-	global cluster_key_request: event(uid: string, ssid: string, key: Key);
+	global cluster_key_request: event(uid: string, ss_name: string, key: Key, cleanup: bool);
 
 	## This event is sent by nodes in response to a
 	## :bro:id:`SumStats::cluster_key_request` event.
-	global cluster_key_response: event(uid: string, ssid: string, key: Key, result: Result);
+	global cluster_key_response: event(uid: string, ss_name: string, key: Key, result: Result, cleanup: bool);
 
 	## This is sent by workers to indicate that they crossed the percent
 	## of the current threshold by the percentage defined globally in
 	## :bro:id:`SumStats::cluster_request_global_view_percent`
-	global cluster_key_intermediate_response: event(ssid: string, key: SumStats::Key);
+	global cluster_key_intermediate_response: event(ss_name: string, key: SumStats::Key);
 
 	## This event is scheduled internally on workers to send result chunks.
-	global send_data: event(uid: string, ssid: string, data: ResultTable);
+	global send_data: event(uid: string, ss_name: string, data: ResultTable, cleanup: bool);
 
 	## This event is generated when a threshold is crossed.
-	global cluster_threshold_crossed: event(ssid: string, key: SumStats::Key, thold: Thresholding);
+	global cluster_threshold_crossed: event(ss_name: string, key: SumStats::Key, thold: Thresholding);
 }
 
 # Add events to the cluster framework to make this work.
@@ -74,44 +69,38 @@ redef Cluster::worker2manager_events += /SumStats::cluster_(ss_response|key_resp
 # an intermediate result has been received.
 global recent_global_view_keys: table[string, Key] of count &create_expire=1min &default=0;
 
-event bro_init() &priority=-100
-	{
-	# The manager is the only host allowed to track these.
-	stats_store = table();
-	reducer_store = table();
-	}
-
 # This is done on all non-manager node types in the event that a sumstat is
 # being collected somewhere other than a worker.
 function data_added(ss: SumStat, key: Key, result: Result)
 	{
 	# If an intermediate update for this value was sent recently, don't send
 	# it again.
-	if ( [ss$id, key] in recent_global_view_keys )
+	if ( [ss$name, key] in recent_global_view_keys )
 		return;
 
 	# If val is 5 and global view % is 0.1 (10%), pct_val will be 50.  If that
 	# crosses the full threshold then it's a candidate to send as an
 	# intermediate update.
-	if ( enable_intermediate_updates &&
-	     check_thresholds(ss, key, result, cluster_request_global_view_percent) )
+	if ( check_thresholds(ss, key, result, cluster_request_global_view_percent) )
 		{
 		# kick off intermediate update
-		event SumStats::cluster_key_intermediate_response(ss$id, key);
-		++recent_global_view_keys[ss$id, key];
+		event SumStats::cluster_key_intermediate_response(ss$name, key);
+		++recent_global_view_keys[ss$name, key];
 		}
 	}
 
-event SumStats::send_data(uid: string, ssid: string, data: ResultTable)
+event SumStats::send_data(uid: string, ss_name: string, data: ResultTable, cleanup: bool)
 	{
 	#print fmt("WORKER %s: sending data for uid %s...", Cluster::node, uid);
 
 	local local_data: ResultTable = table();
+	local incoming_data: ResultTable = cleanup ? data : copy(data);
+
 	local num_added = 0;
-	for ( key in data )
+	for ( key in incoming_data )
 		{
-		local_data[key] = data[key];
-		delete data[key];
+		local_data[key] = incoming_data[key];
+		delete incoming_data[key];
 
 		# Only send cluster_send_in_groups_of at a time.  Queue another
 		# event to send the next group.
@@ -121,56 +110,56 @@ event SumStats::send_data(uid: string, ssid: string, data: ResultTable)
 
 	local done = F;
 	# If data is empty, this sumstat is done.
-	if ( |data| == 0 )
+	if ( |incoming_data| == 0 )
 		done = T;
 
-	event SumStats::cluster_ss_response(uid, ssid, local_data, done);
+	event SumStats::cluster_ss_response(uid, ss_name, local_data, done);
 	if ( ! done )
-		schedule 0.01 sec { SumStats::send_data(uid, ssid, data) };
+		schedule 0.01 sec { SumStats::send_data(uid, ss_name, incoming_data, T) };
 	}
 
-event SumStats::cluster_ss_request(uid: string, ssid: string)
+event SumStats::cluster_ss_request(uid: string, ss_name: string, cleanup: bool)
 	{
 	#print fmt("WORKER %s: received the cluster_ss_request event for %s.", Cluster::node, id);
 
 	# Initiate sending all of the data for the requested stats.
-	if ( ssid in result_store )
-		event SumStats::send_data(uid, ssid, result_store[ssid]);
+	if ( ss_name in result_store )
+		event SumStats::send_data(uid, ss_name, result_store[ss_name], cleanup);
 	else
-		event SumStats::send_data(uid, ssid, table());
+		event SumStats::send_data(uid, ss_name, table(), cleanup);
 
 	# Lookup the actual sumstats and reset it, the reference to the data
 	# currently stored will be maintained internally by the send_data event.
-	if ( ssid in stats_store )
-		reset(stats_store[ssid]);
+	if ( ss_name in stats_store && cleanup )
+		reset(stats_store[ss_name]);
 	}
 
-event SumStats::cluster_key_request(uid: string, ssid: string, key: Key)
+event SumStats::cluster_key_request(uid: string, ss_name: string, key: Key, cleanup: bool)
 	{
-	if ( ssid in result_store && key in result_store[ssid] )
+	if ( ss_name in result_store && key in result_store[ss_name] )
 		{
 		#print fmt("WORKER %s: received the cluster_key_request event for %s=%s.", Cluster::node, key2str(key), data);
-		event SumStats::cluster_key_response(uid, ssid, key, result_store[ssid][key]);
+		event SumStats::cluster_key_response(uid, ss_name, key, result_store[ss_name][key], cleanup);
 		}
 	else
 		{
 		# We need to send an empty response if we don't have the data so that the manager
 		# can know that it heard back from all of the workers.
-		event SumStats::cluster_key_response(uid, ssid, key, table());
+		event SumStats::cluster_key_response(uid, ss_name, key, table(), cleanup);
 		}
 	}
 
-event SumStats::cluster_threshold_crossed(ssid: string, key: SumStats::Key, thold: Thresholding)
+event SumStats::cluster_threshold_crossed(ss_name: string, key: SumStats::Key, thold: Thresholding)
 	{
-	if ( ssid !in threshold_tracker )
-		threshold_tracker[ssid] = table();
+	if ( ss_name !in threshold_tracker )
+		threshold_tracker[ss_name] = table();
 
-	threshold_tracker[ssid][key] = thold;
+	threshold_tracker[ss_name][key] = thold;
 	}
 
-event SumStats::thresholds_reset(ssid: string)
+event SumStats::thresholds_reset(ss_name: string)
 	{
-	threshold_tracker[ssid] = table();
+	threshold_tracker[ss_name] = table();
 	}
 
 @endif
@@ -181,7 +170,7 @@ event SumStats::thresholds_reset(ssid: string)
 # This variable is maintained by manager nodes as they collect and aggregate
 # results.
 # Index on a uid.
-global stats_results: table[string] of ResultTable &read_expire=1min;
+global stats_results: table[string] of ResultTable &create_expire=1min &default=table();
 
 # This variable is maintained by manager nodes to track how many "dones" they
 # collected per collection unique id.  Once the number of results for a uid
@@ -189,18 +178,18 @@ global stats_results: table[string] of ResultTable &read_expire=1min;
 # result is written out and deleted from here.
 # Indexed on a uid.
 # TODO: add an &expire_func in case not all results are received.
-global done_with: table[string] of count &read_expire=1min &default=0;
+global done_with: table[string] of count &create_expire=1min &default=0;
 
 # This variable is maintained by managers to track intermediate responses as
 # they are getting a global view for a certain key.
 # Indexed on a uid.
-global key_requests: table[string] of Result &read_expire=1min;
+global key_requests: table[string] of Result &create_expire=1min;
 
 # This variable is maintained by managers to prevent overwhelming communication due
 # to too many intermediate updates.  Each sumstat is tracked separately so that
 # one won't overwhelm and degrade other quieter sumstats.
 # Indexed on a sumstat id.
-global outstanding_global_views: table[string] of count &default=0;
+global outstanding_global_views: table[string] of count &create_expire=1min &default=0;
 
 const zero_time = double_to_time(0.0);
 # Managers handle logging.
@@ -216,7 +205,7 @@ event SumStats::finish_epoch(ss: SumStat)
 		stats_results[uid] = table();
 
 		# Request data from peers.
-		event SumStats::cluster_ss_request(uid, ss$id);
+		event SumStats::cluster_ss_request(uid, ss$name, T);
 		}
 
 	# Schedule the next finish_epoch event.
@@ -230,20 +219,20 @@ function data_added(ss: SumStat, key: Key, result: Result)
 	if ( check_thresholds(ss, key, result, 1.0) )
 		{
 		threshold_crossed(ss, key, result);
-		event SumStats::cluster_threshold_crossed(ss$id, key, threshold_tracker[ss$id][key]);
+		event SumStats::cluster_threshold_crossed(ss$name, key, threshold_tracker[ss$name][key]);
 		}
 	}
 
-event SumStats::cluster_key_response(uid: string, ssid: string, key: Key, result: Result)
+event SumStats::cluster_key_response(uid: string, ss_name: string, key: Key, result: Result, cleanup: bool)
 	{
 	#print fmt("%0.6f MANAGER: receiving key data from %s - %s=%s", network_time(), get_event_peer()$descr, key2str(key), result);
 
 	# We only want to try and do a value merge if there are actually measured datapoints
 	# in the Result.
-	if ( uid in key_requests )
-		key_requests[uid] = compose_results(key_requests[uid], result);
-	else
+	if ( uid !in key_requests || |key_requests[uid]| == 0 )
 		key_requests[uid] = result;
+	else
+		key_requests[uid] = compose_results(key_requests[uid], result);
 
 	# Mark that a worker is done.
 	++done_with[uid];
@@ -251,30 +240,39 @@ event SumStats::cluster_key_response(uid: string, ssid: string, key: Key, result
 	#print fmt("worker_count:%d :: done_with:%d", Cluster::worker_count, done_with[uid]);
 	if ( Cluster::worker_count == done_with[uid] )
 		{
-		local ss = stats_store[ssid];
+		local ss = stats_store[ss_name];
 		local ir = key_requests[uid];
 		if ( check_thresholds(ss, key, ir, 1.0) )
 			{
 			threshold_crossed(ss, key, ir);
-			event SumStats::cluster_threshold_crossed(ss$id, key, threshold_tracker[ss$id][key]);
+			event SumStats::cluster_threshold_crossed(ss$name, key, threshold_tracker[ss$name][key]);
 			}
 
-		delete done_with[uid];
-		delete key_requests[uid];
-		# Check that there is an outstanding view before subtracting.
-		if ( outstanding_global_views[ssid] > 0 )
-			--outstanding_global_views[ssid];
+		if ( cleanup )
+			{
+			# We only want to delete the data if this is a non dynamic 
+			# request because the dynamic requests use when statements
+			# and the data needs to remain available.
+			delete key_requests[uid];
+			delete done_with[uid];
+
+			# Check that there is an outstanding view before subtracting.
+			# Global views only apply to non-dynamic requests. Dynamic
+			# requests must be serviced.
+			if ( outstanding_global_views[ss_name] > 0 )
+				--outstanding_global_views[ss_name];
+			}
 		}
 	}
 
 # Managers handle intermediate updates here.
-event SumStats::cluster_key_intermediate_response(ssid: string, key: Key)
+event SumStats::cluster_key_intermediate_response(ss_name: string, key: Key)
 	{
 	#print fmt("MANAGER: receiving intermediate key data from %s", get_event_peer()$descr);
 	#print fmt("MANAGER: requesting key data for %s", key2str(key));
 
-	if ( ssid in outstanding_global_views &&
-	     |outstanding_global_views[ssid]| > max_outstanding_global_views )
+	if ( ss_name in outstanding_global_views &&
+	     |outstanding_global_views[ss_name]| > max_outstanding_global_views )
 		{
 		# Don't do this intermediate update.  Perhaps at some point in the future
 		# we will queue and randomly select from these ignored intermediate
@@ -282,13 +280,14 @@ event SumStats::cluster_key_intermediate_response(ssid: string, key: Key)
 		return;
 		}
 
-	++outstanding_global_views[ssid];
+	++outstanding_global_views[ss_name];
 
 	local uid = unique_id("");
-	event SumStats::cluster_key_request(uid, ssid, key);
+	done_with[uid] = 0;
+	event SumStats::cluster_key_request(uid, ss_name, key, T);
 	}
 
-event SumStats::cluster_ss_response(uid: string, ssid: string, data: ResultTable, done: bool)
+event SumStats::cluster_ss_response(uid: string, ss_name: string, data: ResultTable, done: bool)
 	{
 	#print fmt("MANAGER: receiving results from %s", get_event_peer()$descr);
 
@@ -297,7 +296,7 @@ event SumStats::cluster_ss_response(uid: string, ssid: string, data: ResultTable
 		++done_with[uid];
 
 	local local_data = stats_results[uid];
-	local ss = stats_store[ssid];
+	local ss = stats_store[ss_name];
 
 	for ( key in data )
 		{
@@ -314,13 +313,14 @@ event SumStats::cluster_ss_response(uid: string, ssid: string, data: ResultTable
 			if ( check_thresholds(ss, key, local_data[key], 1.0) )
 				{
 				threshold_crossed(ss, key, local_data[key]);
-				event SumStats::cluster_threshold_crossed(ss$id, key, threshold_tracker[ss$id][key]);
+				event SumStats::cluster_threshold_crossed(ss$name, key, threshold_tracker[ss$name][key]);
 				}
 			}
 		}
 
 	# If the data has been collected from all peers, we are done and ready to finish.
-	if ( Cluster::worker_count == done_with[uid] )
+	if ( Cluster::worker_count == done_with[uid] &&
+	     /^dyn-/ !in uid )
 		{
 		if ( ss?$epoch_finished )
 			ss$epoch_finished(local_data);
@@ -328,14 +328,60 @@ event SumStats::cluster_ss_response(uid: string, ssid: string, data: ResultTable
 		# Clean up
 		delete stats_results[uid];
 		delete done_with[uid];
-		# Not sure I need to reset the sumstat on the manager.
 		reset(ss);
 		}
 	}
 
-event remote_connection_handshake_done(p: event_peer) &priority=5
+function request(ss_name: string): ResultTable
 	{
-	send_id(p, "SumStats::stats_store");
-	send_id(p, "SumStats::reducer_store");
+	# This only needs to be implemented this way for cluster compatibility.
+	local uid = unique_id("dyn-");
+	stats_results[uid] = table();
+	done_with[uid] = 0;
+	event SumStats::cluster_ss_request(uid, ss_name, F);
+
+	return when ( uid in done_with && Cluster::worker_count == done_with[uid] )
+		{
+		if ( uid in stats_results )
+			{
+			local ss_result = stats_results[uid];
+			# Clean up
+			delete stats_results[uid];
+			delete done_with[uid];
+			reset(stats_store[ss_name]);
+			return ss_result;
+			}
+		else
+			return table();
+		}
+	timeout 1.1min
+		{
+		Reporter::warning(fmt("Dynamic SumStat request for %s took longer than 1 minute and was automatically cancelled.", ss_name));
+		return table();
+		}
 	}
+
+function request_key(ss_name: string, key: Key): Result
+	{
+	local uid = unique_id("dyn-");
+	done_with[uid] = 0;
+	key_requests[uid] = table();
+
+	event SumStats::cluster_key_request(uid, ss_name, key, F);
+	return when ( uid in done_with && Cluster::worker_count == done_with[uid] )
+		{
+		local result = key_requests[uid];
+		# Clean up
+		delete key_requests[uid];
+		delete done_with[uid];
+
+		return result;
+		}
+	timeout 1.1min
+		{
+		Reporter::warning(fmt("Dynamic SumStat key request for %s (%s) took longer than 1 minute and was automatically cancelled.", ss_name, key));
+		return table();
+		}
+	}
+
 @endif
diff --git a/scripts/base/frameworks/sumstats/main.bro b/scripts/base/frameworks/sumstats/main.bro
index 6864966766..b1e5761483 100644
--- a/scripts/base/frameworks/sumstats/main.bro
+++ b/scripts/base/frameworks/sumstats/main.bro
@@ -87,6 +87,10 @@ export {
 	## is no assurance provided as to where the callbacks
 	## will be executed on clusters.
 	type SumStat: record {
+		## An arbitrary name for the sumstat so that it can 
+		## be referred to later.
+		name:               string;
+		
 		## The interval at which this filter should be "broken"
 		## and the '$epoch_finished' callback called.  The
 		## results are also reset at this time so any threshold
@@ -102,22 +106,22 @@ export {
 		## :bro:see:`Result` structure which will be used
 		## for thresholding.
 		## This is required if a $threshold value is given.
-		threshold_val:      function(key: SumStats::Key, result: SumStats::Result): count &optional;
+		threshold_val:      function(key: SumStats::Key, result: SumStats::Result): double &optional;
 
 		## The threshold value for calling the
 		## $threshold_crossed callback.
-		threshold:          count             &optional;
+		threshold:          double            &optional;
 
 		## A series of thresholds for calling the
 		## $threshold_crossed callback.
-		threshold_series:   vector of count   &optional;
+		threshold_series:   vector of double  &optional;
 
 		## A callback that is called when a threshold is crossed.
 		threshold_crossed:  function(key: SumStats::Key, result: SumStats::Result) &optional;
 
 		## A callback with the full collection of Results for
 		## this SumStat.
-		epoch_finished:    function(rt: SumStats::ResultTable) &optional;
+		epoch_finished:     function(rt: SumStats::ResultTable) &optional;
 	};
 
 	## Create a summary statistic.
@@ -134,19 +138,37 @@ export {
 	## obs: The data point to send into the stream.
 	global observe: function(id: string, key: SumStats::Key, obs: SumStats::Observation);
 
-	## This record is primarily used for internal threshold tracking.
-	type Thresholding: record {
-		# Internal use only.  Indicates if a simple threshold was already crossed.
-		is_threshold_crossed: bool &default=F;
+	## Dynamically request a sumstat.  This function should be
+	## used sparingly and not as a replacement for the callbacks 
+	## from the :bro:see:`SumStat` record.  The function is only
+	## available for use within "when" statements as an asynchronous
+	## function.
+	##
+	## ss_name: SumState name.
+	##
+	## Returns: The result table for the requested sumstat.
+	global request: function(ss_name: string): ResultTable;
 
-		# Internal use only.  Current key for threshold series.
-		threshold_series_index: count &default=0;
-	};
+	## Dynamically request a sumstat key.  This function should be
+	## used sparingly and not as a replacement for the callbacks 
+	## from the :bro:see:`SumStat` record.  The function is only
+	## available for use within "when" statements as an asynchronous
+	## function.
+	##
+	## ss_name: SumStat name.
+	##
+	## key: The SumStat key being requested.
+	##
+	## Returns: The result for the requested sumstat key.
+	global request_key: function(ss_name: string, key: Key): Result;
+
+	## This record is primarily used for internal threshold tracking.
+	type Thresholding: record {};
 
 	## This event is generated when thresholds are reset for a SumStat.
 	##
-	## ssid: SumStats ID that thresholds were reset for.
-	global thresholds_reset: event(ssid: string);
+	## name: SumStats name that thresholds were reset for.
+	global thresholds_reset: event(name: string);
 
 	## Helper function to represent a :bro:type:`SumStats::Key` value as
 	## a simple string.
@@ -157,19 +179,43 @@ export {
 	global key2str: function(key: SumStats::Key): string;
 }
 
+# The function prototype for plugins to do calculations.
+type ObserveFunc: function(r: Reducer, val: double, data: Observation, rv: ResultVal);
+
 redef record Reducer += {
-	# Internal use only.  Provides a reference back to the related SumStats by it's ID.
-	sid: string &optional;
+	# Internal use only.  Provides a reference back to the related SumStats by its name.
+	ssname: string &optional;
+
+	calc_funcs: vector of Calculation &optional;
 };
 
+redef record Thresholding += {
+	# Internal use only.  Indicates if a simple threshold was already crossed.
+	is_threshold_crossed: bool &default=F;
+
+	# Internal use only.  Current key for threshold series.
+	threshold_series_index: count &default=0;
+};
+
+
 # Internal use only.  For tracking thresholds per sumstat and key.
 global threshold_tracker: table[string] of table[Key] of Thresholding &optional;
 
 redef record SumStat += {
+	# Internal use only.
+	ssname: string &optional;
+
 	# Internal use only (mostly for cluster coherency).
 	id: string &optional;
 };
 
+# Prototype the hook point for plugins to initialize any result values.
+global init_resultval_hook: hook(r: Reducer, rv: ResultVal);
+
+# Prototype the hook point for plugins to merge Results.
+global compose_resultvals_hook: hook(result: ResultVal, rv1: ResultVal, rv2: ResultVal);
+
+
 # Store of sumstats indexed on the sumstat id.
 global stats_store: table[string] of SumStat = table();
 
@@ -182,20 +228,20 @@ global result_store: table[string] of ResultTable = table();
 # Store of threshold information.
 global thresholds_store: table[string, Key] of bool = table();
 
+# Store the calculations.
+global calc_store: table[Calculation] of ObserveFunc = table();
+
+# Store the dependencies for Calculations.
+global calc_deps: table[Calculation] of vector of Calculation = table();
+
+# Hook for registering observation calculation plugins.
+global register_observe_plugins: hook();
+
 # This is called whenever key values are updated and the new val is given as the
 # `val` argument. It's only prototyped here because cluster and non-cluster have
 # separate  implementations.
 global data_added: function(ss: SumStat, key: Key, result: Result);
 
-# Prototype the hook point for plugins to do calculations.
-global observe_hook: hook(r: Reducer, val: double, data: Observation, rv: ResultVal);
-
-# Prototype the hook point for plugins to initialize any result values.
-global init_resultval_hook: hook(r: Reducer, rv: ResultVal);
-
-# Prototype the hook point for plugins to merge Results.
-global compose_resultvals_hook: hook(result: ResultVal, rv1: ResultVal, rv2: ResultVal);
-
 # Event that is used to "finish" measurements and adapt the measurement
 # framework for clustered or non-clustered usage.
 global finish_epoch: event(ss: SumStat);
@@ -210,6 +256,24 @@ function key2str(key: Key): string
 	return fmt("sumstats_key(%s)", out);
 	}
 
+function register_observe_plugin(calc: Calculation, func: ObserveFunc)
+	{
+	calc_store[calc] = func;
+	}
+
+function add_observe_plugin_dependency(calc: Calculation, depends_on: Calculation)
+	{
+	if ( calc !in calc_deps )
+		calc_deps[calc] = vector();
+	calc_deps[calc][|calc_deps[calc]|] = depends_on;
+	}
+
+event bro_init() &priority=100000
+	{
+	# Call all of the plugin registration hooks
+	hook register_observe_plugins();
+	}
+
 function init_resultval(r: Reducer): ResultVal
 	{
 	local rv: ResultVal = [$begin=network_time(), $end=network_time()];
@@ -234,25 +298,17 @@ function compose_results(r1: Result, r2: Result): Result
 	{
 	local result: Result = table();
 
-	if ( |r1| > |r2| )
+	for ( id in r1 )
 		{
-		for ( data_id in r1 )
-			{
-			if ( data_id in r2 )
-				result[data_id] = compose_resultvals(r1[data_id], r2[data_id]);
-			else
-				result[data_id] = r1[data_id];
-			}
+		result[id] = r1[id];
 		}
-	else
+
+	for ( id in r2 )
 		{
-		for ( data_id in r2 )
-			{
-			if ( data_id in r1 )
-				result[data_id] = compose_resultvals(r1[data_id], r2[data_id]);
-			else
-				result[data_id] = r2[data_id];
-			}
+		if ( id in r1 )
+			result[id] = compose_resultvals(r1[id], r2[id]);
+		else
+			result[id] = r2[id];
 		}
 
 	return result;
@@ -261,18 +317,42 @@ function compose_results(r1: Result, r2: Result): Result
 
 function reset(ss: SumStat)
 	{
-	if ( ss$id in result_store )
-		delete result_store[ss$id];
+	if ( ss$name in result_store )
+		delete result_store[ss$name];
 
-	result_store[ss$id] = table();
+	result_store[ss$name] = table();
 
 	if ( ss?$threshold || ss?$threshold_series )
 		{
-		threshold_tracker[ss$id] = table();
-		event SumStats::thresholds_reset(ss$id);
+		threshold_tracker[ss$name] = table();
+		event SumStats::thresholds_reset(ss$name);
 		}
 	}
 
+# This could potentially recurse forever, but plugin authors 
+# should be making sure they aren't causing reflexive dependencies.
+function add_calc_deps(calcs: vector of Calculation, c: Calculation)
+	{
+	#print fmt("Checking for deps for %s", c);
+	for ( i in calc_deps[c] )
+		{
+		local skip_calc=F;
+		for ( j in calcs )
+			{
+			if ( calcs[j] == calc_deps[c][i] )
+				skip_calc=T;
+			}
+		if ( ! skip_calc )
+			{
+			if ( calc_deps[c][i] in calc_deps )
+				add_calc_deps(calcs, calc_deps[c][i]);
+			calcs[|c|] = calc_deps[c][i];
+			#print fmt("add dep for %s [%s] ", c, calc_deps[c][i]);
+			}
+		}
+
+	}
+
 function create(ss: SumStat)
 	{
 	if ( (ss?$threshold || ss?$threshold_series) && ! ss?$threshold_val )
@@ -280,14 +360,32 @@ function create(ss: SumStat)
 		Reporter::error("SumStats given a threshold with no $threshold_val function");
 		}
 
-	if ( ! ss?$id )
-		ss$id=unique_id("");
-	threshold_tracker[ss$id] = table();
-	stats_store[ss$id] = ss;
+	threshold_tracker[ss$name] = table();
+	stats_store[ss$name] = ss;
 
 	for ( reducer in ss$reducers )
 		{
-		reducer$sid = ss$id;
+		reducer$ssname = ss$name;
+		reducer$calc_funcs = vector();
+		for ( calc in reducer$apply )
+			{
+			# Add in dependencies recursively.
+			if ( calc in calc_deps )
+				add_calc_deps(reducer$calc_funcs, calc);
+
+			# Don't add this calculation to the vector if 
+			# it was already added by something else as a 
+			# dependency.
+			local skip_calc=F;
+			for ( j in reducer$calc_funcs )
+				{
+				if ( calc == reducer$calc_funcs[j] )
+					skip_calc=T;
+				}
+			if ( ! skip_calc )
+				reducer$calc_funcs[|reducer$calc_funcs|] = calc;
+			}
+
 		if ( reducer$stream !in reducer_store )
 			reducer_store[reducer$stream] = set();
 		add reducer_store[reducer$stream][reducer];
@@ -313,7 +411,7 @@ function observe(id: string, key: Key, obs: Observation)
 		if ( r?$pred && ! r$pred(key, obs) )
 			next;
 
-		local ss = stats_store[r$sid];
+		local ss = stats_store[r$ssname];
 
 		# If there is a threshold and no epoch_finished callback
 		# we don't need to continue counting since the data will
@@ -324,17 +422,21 @@ function observe(id: string, key: Key, obs: Observation)
 		#       future if on demand access is provided to the
 		#       SumStats results.
 		if ( ! ss?$epoch_finished &&
-		     r$sid in threshold_tracker &&
-		     key in threshold_tracker[r$sid] &&
 		     ( ss?$threshold &&
-		       threshold_tracker[r$sid][key]$is_threshold_crossed ) ||
+		       r$ssname in threshold_tracker &&
+		       key in threshold_tracker[r$ssname] &&
+		       threshold_tracker[r$ssname][key]$is_threshold_crossed ) ||
 		     ( ss?$threshold_series &&
-		       threshold_tracker[r$sid][key]$threshold_series_index+1 == |ss$threshold_series| ) )
+		       r$ssname in threshold_tracker &&
+		       key in threshold_tracker[r$ssname] &&
+		       threshold_tracker[r$ssname][key]$threshold_series_index == |ss$threshold_series| ) )
+			{
 			next;
+			}
 
-		if ( r$sid !in result_store )
-			result_store[ss$id] = table();
-		local results = result_store[r$sid];
+		if ( r$ssname !in result_store )
+			result_store[r$ssname] = table();
+		local results = result_store[r$ssname];
 
 		if ( key !in results )
 			results[key] = table();
@@ -350,10 +452,13 @@ function observe(id: string, key: Key, obs: Observation)
 
 		# If a string was given, fall back to 1.0 as the value.
 		local val = 1.0;
-		if ( obs?$num || obs?$dbl )
-			val = obs?$dbl ? obs$dbl : obs$num;
+		if ( obs?$num )
+			val = obs$num;
+		else if ( obs?$dbl )
+			val = obs$dbl;
 
-		hook observe_hook(r, val, obs, result_val);
+		for ( i in r$calc_funcs )
+			calc_store[r$calc_funcs[i]](r, val, obs, result_val);
 		data_added(ss, key, result);
 		}
 	}
@@ -366,6 +471,8 @@ function check_thresholds(ss: SumStat, key: Key, result: Result, modify_pct: dou
 		return F;
 
 	# Add in the extra ResultVals to make threshold_vals easier to write.
+	# This length comparison should work because we just need to make 
+	# sure that we have the same number of reducers and results.
 	if ( |ss$reducers| != |result| )
 		{
 		for ( reducer in ss$reducers )
@@ -378,11 +485,11 @@ function check_thresholds(ss: SumStat, key: Key, result: Result, modify_pct: dou
 	local watch = ss$threshold_val(key, result);
 
 	if ( modify_pct < 1.0 && modify_pct > 0.0 )
-		watch = double_to_count(floor(watch/modify_pct));
+		watch = watch/modify_pct;
 
-	if ( ss$id !in threshold_tracker )
-		threshold_tracker[ss$id] = table();
-	local t_tracker = threshold_tracker[ss$id];
+	if ( ss$name !in threshold_tracker )
+		threshold_tracker[ss$name] = table();
+	local t_tracker = threshold_tracker[ss$name];
 
 	if ( key !in t_tracker )
 		{
@@ -398,7 +505,7 @@ function check_thresholds(ss: SumStat, key: Key, result: Result, modify_pct: dou
 		}
 
 	if ( ss?$threshold_series &&
-	     |ss$threshold_series| >= tt$threshold_series_index &&
+	     |ss$threshold_series| > tt$threshold_series_index &&
 	     watch >= ss$threshold_series[tt$threshold_series_index] )
 		{
 		# A threshold series was given and the value crossed the next
@@ -426,7 +533,7 @@ function threshold_crossed(ss: SumStat, key: Key, result: Result)
 		}
 
 	ss$threshold_crossed(key, result);
-	local tt = threshold_tracker[ss$id][key];
+	local tt = threshold_tracker[ss$name][key];
 	tt$is_threshold_crossed = T;
 
 	# Bump up to the next threshold series index if a threshold series is being used.
diff --git a/scripts/base/frameworks/sumstats/non-cluster.bro b/scripts/base/frameworks/sumstats/non-cluster.bro
index f27d4b5cfb..265261f1bd 100644
--- a/scripts/base/frameworks/sumstats/non-cluster.bro
+++ b/scripts/base/frameworks/sumstats/non-cluster.bro
@@ -4,9 +4,9 @@ module SumStats;
 
 event SumStats::finish_epoch(ss: SumStat)
 	{
-	if ( ss$id in result_store )
+	if ( ss$name in result_store )
 		{
-		local data = result_store[ss$id];
+		local data = result_store[ss$name];
 		if ( ss?$epoch_finished )
 			ss$epoch_finished(data);
 
@@ -16,9 +16,32 @@ event SumStats::finish_epoch(ss: SumStat)
 	schedule ss$epoch { SumStats::finish_epoch(ss) };
 	}
 
-
 function data_added(ss: SumStat, key: Key, result: Result)
 	{
 	if ( check_thresholds(ss, key, result, 1.0) )
 		threshold_crossed(ss, key, result);
 	}
+
+function request(ss_name: string): ResultTable
+	{
+	# This only needs to be implemented this way for cluster compatibility.
+	return when ( T )
+		{
+		if ( ss_name in result_store )
+			return result_store[ss_name];
+		else
+			return table();
+		}
+	}
+
+function request_key(ss_name: string, key: Key): Result
+	{
+	# This only needs to be implemented this way for cluster compatibility.
+	return when ( T )
+		{
+		if ( ss_name in result_store && key in result_store[ss_name] )
+			return result_store[ss_name][key];
+		else
+			return table();
+		}
+	}
\ No newline at end of file
diff --git a/scripts/base/frameworks/sumstats/plugins/average.bro b/scripts/base/frameworks/sumstats/plugins/average.bro
index a409bb9408..8f7f7b568f 100644
--- a/scripts/base/frameworks/sumstats/plugins/average.bro
+++ b/scripts/base/frameworks/sumstats/plugins/average.bro
@@ -1,4 +1,4 @@
-@load base/frameworks/sumstats
+@load ../main
 
 module SumStats;
 
@@ -14,17 +14,18 @@ export {
 	};
 }
 
-hook observe_hook(r: Reducer, val: double, obs: Observation, rv: ResultVal)
+hook register_observe_plugins()
 	{
-	if ( AVERAGE in r$apply )
+	register_observe_plugin(AVERAGE, function(r: Reducer, val: double, obs: Observation, rv: ResultVal)
 		{
 		if ( ! rv?$average )
 			rv$average = val;
 		else
 			rv$average += (val - rv$average) / rv$num;
-		}
+		});
 	}
 
+
 hook compose_resultvals_hook(result: ResultVal, rv1: ResultVal, rv2: ResultVal)
 	{
 	if ( rv1?$average && rv2?$average )
diff --git a/scripts/base/frameworks/sumstats/plugins/max.bro b/scripts/base/frameworks/sumstats/plugins/max.bro
index 6167d31f10..d43ad9dc38 100644
--- a/scripts/base/frameworks/sumstats/plugins/max.bro
+++ b/scripts/base/frameworks/sumstats/plugins/max.bro
@@ -1,4 +1,4 @@
-@load base/frameworks/sumstats
+@load ../main
 
 module SumStats;
 
@@ -14,15 +14,15 @@ export {
 	};
 }
 
-hook observe_hook(r: Reducer, val: double, obs: Observation, rv: ResultVal)
+hook register_observe_plugins()
 	{
-	if ( MAX in r$apply )
+	register_observe_plugin(MAX, function(r: Reducer, val: double, obs: Observation, rv: ResultVal)
 		{
 		if ( ! rv?$max )
 			rv$max = val;
 		else if ( val > rv$max )
 			rv$max = val;
-		}
+		});
 	}
 
 hook compose_resultvals_hook(result: ResultVal, rv1: ResultVal, rv2: ResultVal)
diff --git a/scripts/base/frameworks/sumstats/plugins/min.bro b/scripts/base/frameworks/sumstats/plugins/min.bro
index a15ed0e733..014755cf32 100644
--- a/scripts/base/frameworks/sumstats/plugins/min.bro
+++ b/scripts/base/frameworks/sumstats/plugins/min.bro
@@ -1,4 +1,4 @@
-@load base/frameworks/sumstats
+@load ../main
 
 module SumStats;
 
@@ -14,17 +14,18 @@ export {
 	};
 }
 
-hook observe_hook(r: Reducer, val: double, obs: Observation, rv: ResultVal)
+hook register_observe_plugins()
 	{
-	if ( MIN in r$apply )
+	register_observe_plugin(MIN, function(r: Reducer, val: double, obs: Observation, rv: ResultVal)
 		{
 		if ( ! rv?$min )
 			rv$min = val;
 		else if ( val < rv$min )
 			rv$min = val;
-		}
+		});
 	}
 
+
 hook compose_resultvals_hook(result: ResultVal, rv1: ResultVal, rv2: ResultVal)
 	{
 	if ( rv1?$min && rv2?$min )
diff --git a/scripts/base/frameworks/sumstats/plugins/sample.bro b/scripts/base/frameworks/sumstats/plugins/sample.bro
index d0587bde08..92d17e503d 100644
--- a/scripts/base/frameworks/sumstats/plugins/sample.bro
+++ b/scripts/base/frameworks/sumstats/plugins/sample.bro
@@ -1,9 +1,14 @@
-@load base/frameworks/sumstats
 @load base/utils/queue
+@load ../main
 
 module SumStats;
 
 export {
+	redef enum Calculation += {
+		## Collect a sample of the last few observations.
+		SAMPLE
+	};
+
 	redef record Reducer += {
 		## A number of sample Observations to collect.
 		samples: count &default=0;
@@ -27,14 +32,14 @@ function get_samples(rv: ResultVal): vector of Observation
 	return s;
 	}
 
-hook observe_hook(r: Reducer, val: double, obs: Observation, rv: ResultVal)
+hook register_observe_plugins()
 	{
-	if ( r$samples > 0 )
+	register_observe_plugin(SAMPLE, function(r: Reducer, val: double, obs: Observation, rv: ResultVal)
 		{
 		if ( ! rv?$samples )
 			rv$samples = Queue::init([$max_len=r$samples]);
 		Queue::put(rv$samples, obs);
-		}
+		});
 	}
 
 hook compose_resultvals_hook(result: ResultVal, rv1: ResultVal, rv2: ResultVal)
diff --git a/scripts/base/frameworks/sumstats/plugins/std-dev.bro b/scripts/base/frameworks/sumstats/plugins/std-dev.bro
index 6411fe4bce..2e5b95b212 100644
--- a/scripts/base/frameworks/sumstats/plugins/std-dev.bro
+++ b/scripts/base/frameworks/sumstats/plugins/std-dev.bro
@@ -1,5 +1,5 @@
 @load ./variance
-@load base/frameworks/sumstats
+@load ../main
 
 module SumStats;
 
@@ -21,11 +21,18 @@ function calc_std_dev(rv: ResultVal)
 		rv$std_dev = sqrt(rv$variance);
 	}
 
-# This depends on the variance plugin which uses priority -5
-hook observe_hook(r: Reducer, val: double, obs: Observation, rv: ResultVal) &priority=-10
+hook std_dev_hook(r: Reducer, val: double, obs: Observation, rv: ResultVal)
 	{
-	if ( STD_DEV in r$apply )
+	calc_std_dev(rv);
+	}
+
+hook register_observe_plugins() &priority=-10
+	{
+	register_observe_plugin(STD_DEV, function(r: Reducer, val: double, obs: Observation, rv: ResultVal)
+		{
 		calc_std_dev(rv);
+		});
+	add_observe_plugin_dependency(STD_DEV, VARIANCE);
 	}
 
 hook compose_resultvals_hook(result: ResultVal, rv1: ResultVal, rv2: ResultVal) &priority=-10
diff --git a/scripts/base/frameworks/sumstats/plugins/sum.bro b/scripts/base/frameworks/sumstats/plugins/sum.bro
index 3e5b28e2be..074b4b72f3 100644
--- a/scripts/base/frameworks/sumstats/plugins/sum.bro
+++ b/scripts/base/frameworks/sumstats/plugins/sum.bro
@@ -1,4 +1,4 @@
-@load base/frameworks/sumstats
+@load ../main
 
 module SumStats;
 
@@ -14,19 +14,19 @@ export {
 		sum: double &default=0.0;
 	};
 
-	type threshold_function: function(key: SumStats::Key, result: SumStats::Result): count;
-	global sum_threshold: function(data_id: string): threshold_function;
+	#type threshold_function: function(key: SumStats::Key, result: SumStats::Result): count;
+	#global sum_threshold: function(data_id: string): threshold_function;
 }
 
-function sum_threshold(data_id: string): threshold_function
-	{
-	return function(key: SumStats::Key, result: SumStats::Result): count
-		{
-		print fmt("data_id: %s", data_id);
-		print result;
-		return double_to_count(result[data_id]$sum);
-		};
-	}
+#function sum_threshold(data_id: string): threshold_function
+#	{
+#	return function(key: SumStats::Key, result: SumStats::Result): count
+#		{
+#		print fmt("data_id: %s", data_id);
+#		print result;
+#		return double_to_count(result[data_id]$sum);
+#		};
+#	}
 
 hook init_resultval_hook(r: Reducer, rv: ResultVal)
 	{
@@ -34,10 +34,12 @@ hook init_resultval_hook(r: Reducer, rv: ResultVal)
 		rv$sum = 0;
 	}
 
-hook observe_hook(r: Reducer, val: double, obs: Observation, rv: ResultVal)
+hook register_observe_plugins()
 	{
-	if ( SUM in r$apply )
+	register_observe_plugin(SUM, function(r: Reducer, val: double, obs: Observation, rv: ResultVal)
+		{
 		rv$sum += val;
+		});
 	}
 
 hook compose_resultvals_hook(result: ResultVal, rv1: ResultVal, rv2: ResultVal)
diff --git a/scripts/base/frameworks/sumstats/plugins/unique.bro b/scripts/base/frameworks/sumstats/plugins/unique.bro
index a407a487a2..15fc28adb6 100644
--- a/scripts/base/frameworks/sumstats/plugins/unique.bro
+++ b/scripts/base/frameworks/sumstats/plugins/unique.bro
@@ -1,4 +1,4 @@
-@load base/frameworks/sumstats
+@load ../main
 
 module SumStats;
 
@@ -23,15 +23,15 @@ redef record ResultVal += {
 	unique_vals: set[Observation] &optional;
 };
 
-hook observe_hook(r: Reducer, val: double, obs: Observation, rv: ResultVal)
+hook register_observe_plugins()
 	{
-	if ( UNIQUE in r$apply )
+	register_observe_plugin(UNIQUE, function(r: Reducer, val: double, obs: Observation, rv: ResultVal)
 		{
 		if ( ! rv?$unique_vals )
 			rv$unique_vals=set();
 		add rv$unique_vals[obs];
 		rv$unique = |rv$unique_vals|;
-		}
+		});
 	}
 
 hook compose_resultvals_hook(result: ResultVal, rv1: ResultVal, rv2: ResultVal)
diff --git a/scripts/base/frameworks/sumstats/plugins/variance.bro b/scripts/base/frameworks/sumstats/plugins/variance.bro
index 1e7a00ea97..12d30cc4fe 100644
--- a/scripts/base/frameworks/sumstats/plugins/variance.bro
+++ b/scripts/base/frameworks/sumstats/plugins/variance.bro
@@ -1,5 +1,5 @@
 @load ./average
-@load base/frameworks/sumstats
+@load ../main
 
 module SumStats;
 
@@ -28,17 +28,17 @@ function calc_variance(rv: ResultVal)
 	rv$variance = (rv$num > 1) ? rv$var_s/(rv$num-1) : 0.0;
 	}
 
-# Reduced priority since this depends on the average
-hook observe_hook(r: Reducer, val: double, obs: Observation, rv: ResultVal) &priority=-5
+hook register_observe_plugins() &priority=-5
 	{
-	if ( VARIANCE in r$apply )
+	register_observe_plugin(VARIANCE, function(r: Reducer, val: double, obs: Observation, rv: ResultVal)
 		{
 		if ( rv$num > 1 )
 			rv$var_s += ((val - rv$prev_avg) * (val - rv$average));
 
 		calc_variance(rv);
 		rv$prev_avg = rv$average;
-		}
+		});
+	add_observe_plugin_dependency(VARIANCE, AVERAGE);
 	}
 
 # Reduced priority since this depends on the average
diff --git a/scripts/policy/misc/app-stats/__load__.bro b/scripts/policy/misc/app-stats/__load__.bro
new file mode 100644
index 0000000000..c468d055ee
--- /dev/null
+++ b/scripts/policy/misc/app-stats/__load__.bro
@@ -0,0 +1,2 @@
+@load ./main
+@load ./plugins
\ No newline at end of file
diff --git a/scripts/policy/misc/app-metrics.bro b/scripts/policy/misc/app-stats/main.bro
similarity index 58%
rename from scripts/policy/misc/app-metrics.bro
rename to scripts/policy/misc/app-stats/main.bro
index 3df38ad8ad..e4a38c6893 100644
--- a/scripts/policy/misc/app-metrics.bro
+++ b/scripts/policy/misc/app-stats/main.bro
@@ -1,3 +1,6 @@
+#! AppStats collects information about web applications in use
+#! on the network.  
+
 @load base/protocols/http
 @load base/protocols/ssl
 @load base/frameworks/sumstats
@@ -30,13 +33,17 @@ redef record connection += {
 	resp_hostname: string &optional;
 };
 
+global add_sumstats: hook(id: conn_id, hostname: string, size: count);
+
+
 event bro_init() &priority=3
 	{
 	Log::create_stream(AppStats::LOG, [$columns=Info]);
 
 	local r1: SumStats::Reducer = [$stream="apps.bytes", $apply=set(SumStats::SUM)];
 	local r2: SumStats::Reducer = [$stream="apps.hits",  $apply=set(SumStats::UNIQUE)];
-	SumStats::create([$epoch=break_interval,
+	SumStats::create([$name="app-metrics",
+	                  $epoch=break_interval,
 	                  $reducers=set(r1, r2),
 	                  $epoch_finished(data: SumStats::ResultTable) =
 	                  	{
@@ -55,41 +62,6 @@ event bro_init() &priority=3
 	                  	}]);
 	}
 
-function add_sumstats(id: conn_id, hostname: string, size: count)
-	{
-	if ( /\.youtube\.com$/ in hostname && size > 512*1024 )
-		{
-		SumStats::observe("apps.bytes", [$str="youtube"], [$num=size]);
-		SumStats::observe("apps.hits",  [$str="youtube"], [$str=cat(id$orig_h)]);
-		}
-	else if ( /(\.facebook\.com|\.fbcdn\.net)$/ in hostname && size > 20 )
-		{
-		SumStats::observe("apps.bytes", [$str="facebook"], [$num=size]);
-		SumStats::observe("apps.hits",  [$str="facebook"], [$str=cat(id$orig_h)]);
-		}
-	else if ( /\.google\.com$/ in hostname && size > 20 )
-		{
-		SumStats::observe("apps.bytes", [$str="google"], [$num=size]);
-		SumStats::observe("apps.hits",  [$str="google"], [$str=cat(id$orig_h)]);
-		}
-	else if ( /\.nflximg\.com$/ in hostname && size > 200*1024 )
-		{
-		SumStats::observe("apps.bytes", [$str="netflix"], [$num=size]);
-		SumStats::observe("apps.hits",  [$str="netflix"], [$str=cat(id$orig_h)]);
-		}
-	else if ( /\.(pandora|p-cdn)\.com$/ in hostname && size > 512*1024 )
-		{
-		SumStats::observe("apps.bytes", [$str="pandora"], [$num=size]);
-		SumStats::observe("apps.hits",  [$str="pandora"], [$str=cat(id$orig_h)]);
-		}
-	else if ( /\.gmail\.com$/ in hostname && size > 20 )
-		{
-		SumStats::observe("apps.bytes", [$str="gmail"], [$num=size]);
-		SumStats::observe("apps.hits",  [$str="gmail"], [$str=cat(id$orig_h)]);
-		}
-}
-
-
 event ssl_established(c: connection)
 	{
 	if ( c?$ssl && c$ssl?$server_name )
@@ -99,11 +71,11 @@ event ssl_established(c: connection)
 event connection_finished(c: connection)
 	{
 	if ( c?$resp_hostname )
-		add_sumstats(c$id, c$resp_hostname, c$resp$size);
+		hook add_sumstats(c$id, c$resp_hostname, c$resp$size);
 	}
 
 event HTTP::log_http(rec: HTTP::Info)
 	{
 	if( rec?$host )
-		add_sumstats(rec$id, rec$host, rec$response_body_len);
+		hook add_sumstats(rec$id, rec$host, rec$response_body_len);
 	}
diff --git a/scripts/policy/misc/app-stats/plugins/__load__.bro b/scripts/policy/misc/app-stats/plugins/__load__.bro
new file mode 100644
index 0000000000..7a3ea2da81
--- /dev/null
+++ b/scripts/policy/misc/app-stats/plugins/__load__.bro
@@ -0,0 +1,6 @@
+@load ./facebook
+@load ./gmail
+@load ./google
+@load ./netflix
+@load ./pandora
+@load ./youtube
\ No newline at end of file
diff --git a/scripts/policy/misc/app-stats/plugins/facebook.bro b/scripts/policy/misc/app-stats/plugins/facebook.bro
new file mode 100644
index 0000000000..edcb02b72a
--- /dev/null
+++ b/scripts/policy/misc/app-stats/plugins/facebook.bro
@@ -0,0 +1,12 @@
+@load ../main
+
+module AppStats;
+
+hook add_sumstats(id: conn_id, hostname: string, size: count)
+	{
+	if ( /\.(facebook\.com|fbcdn\.net)$/ in hostname && size > 20 )
+		{
+		SumStats::observe("apps.bytes", [$str="facebook"], [$num=size]);
+		SumStats::observe("apps.hits",  [$str="facebook"], [$str=cat(id$orig_h)]);
+		}
+	}
\ No newline at end of file
diff --git a/scripts/policy/misc/app-stats/plugins/gmail.bro b/scripts/policy/misc/app-stats/plugins/gmail.bro
new file mode 100644
index 0000000000..1642fb7651
--- /dev/null
+++ b/scripts/policy/misc/app-stats/plugins/gmail.bro
@@ -0,0 +1,12 @@
+@load ../main
+
+module AppStats;
+
+hook add_sumstats(id: conn_id, hostname: string, size: count)
+	{
+	if ( /\.gmail\.com$/ in hostname && size > 20 )
+		{
+		SumStats::observe("apps.bytes", [$str="gmail"], [$num=size]);
+		SumStats::observe("apps.hits",  [$str="gmail"], [$str=cat(id$orig_h)]);
+		}
+	}
\ No newline at end of file
diff --git a/scripts/policy/misc/app-stats/plugins/google.bro b/scripts/policy/misc/app-stats/plugins/google.bro
new file mode 100644
index 0000000000..e1da3a9068
--- /dev/null
+++ b/scripts/policy/misc/app-stats/plugins/google.bro
@@ -0,0 +1,12 @@
+@load ../main
+
+module AppStats;
+
+hook add_sumstats(id: conn_id, hostname: string, size: count)
+	{
+	if ( /\.google\.com$/ in hostname && size > 20 )
+		{
+		SumStats::observe("apps.bytes", [$str="google"], [$num=size]);
+		SumStats::observe("apps.hits",  [$str="google"], [$str=cat(id$orig_h)]);
+		}
+	}
\ No newline at end of file
diff --git a/scripts/policy/misc/app-stats/plugins/netflix.bro b/scripts/policy/misc/app-stats/plugins/netflix.bro
new file mode 100644
index 0000000000..5d429f0caf
--- /dev/null
+++ b/scripts/policy/misc/app-stats/plugins/netflix.bro
@@ -0,0 +1,12 @@
+@load ../main
+
+module AppStats;
+
+hook add_sumstats(id: conn_id, hostname: string, size: count)
+	{
+	if ( /\.nflximg\.com$/ in hostname && size > 200*1024 )
+		{
+		SumStats::observe("apps.bytes", [$str="netflix"], [$num=size]);
+		SumStats::observe("apps.hits",  [$str="netflix"], [$str=cat(id$orig_h)]);
+		}
+	}
\ No newline at end of file
diff --git a/scripts/policy/misc/app-stats/plugins/pandora.bro b/scripts/policy/misc/app-stats/plugins/pandora.bro
new file mode 100644
index 0000000000..6cfbfab72d
--- /dev/null
+++ b/scripts/policy/misc/app-stats/plugins/pandora.bro
@@ -0,0 +1,12 @@
+@load ../main
+
+module AppStats;
+
+hook add_sumstats(id: conn_id, hostname: string, size: count)
+	{
+	if ( /\.(pandora|p-cdn)\.com$/ in hostname && size > 512*1024 )
+		{
+		SumStats::observe("apps.bytes", [$str="pandora"], [$num=size]);
+		SumStats::observe("apps.hits",  [$str="pandora"], [$str=cat(id$orig_h)]);
+		}
+	}
\ No newline at end of file
diff --git a/scripts/policy/misc/app-stats/plugins/youtube.bro b/scripts/policy/misc/app-stats/plugins/youtube.bro
new file mode 100644
index 0000000000..af872cfdac
--- /dev/null
+++ b/scripts/policy/misc/app-stats/plugins/youtube.bro
@@ -0,0 +1,12 @@
+@load ../main
+
+module AppStats;
+
+hook add_sumstats(id: conn_id, hostname: string, size: count)
+	{
+	if ( /\.youtube\.com$/ in hostname && size > 512*1024 )
+		{
+		SumStats::observe("apps.bytes", [$str="youtube"], [$num=size]);
+		SumStats::observe("apps.hits",  [$str="youtube"], [$str=cat(id$orig_h)]);
+		}
+	}
\ No newline at end of file
diff --git a/scripts/policy/misc/detect-traceroute/main.bro b/scripts/policy/misc/detect-traceroute/main.bro
index c194d03e13..0cb7082919 100644
--- a/scripts/policy/misc/detect-traceroute/main.bro
+++ b/scripts/policy/misc/detect-traceroute/main.bro
@@ -29,7 +29,7 @@ export {
 	## Defines the threshold for ICMP Time Exceeded messages for a src-dst pair.
 	## This threshold only comes into play after a host is found to be
 	## sending low ttl packets.
-	const icmp_time_exceeded_threshold = 3 &redef;
+	const icmp_time_exceeded_threshold: double = 3 &redef;
 
 	## Interval at which to watch for the
 	## :bro:id:`ICMPTimeExceeded::icmp_time_exceeded_threshold` variable to be crossed.
@@ -57,16 +57,17 @@ event bro_init() &priority=5
 
 	local r1: SumStats::Reducer = [$stream="traceroute.time_exceeded", $apply=set(SumStats::UNIQUE)];
 	local r2: SumStats::Reducer = [$stream="traceroute.low_ttl_packet", $apply=set(SumStats::SUM)];
-	SumStats::create([$epoch=icmp_time_exceeded_interval,
+	SumStats::create([$name="traceroute-detection",
+	                  $epoch=icmp_time_exceeded_interval,
 	                  $reducers=set(r1, r2),
 	                  $threshold_val(key: SumStats::Key, result: SumStats::Result) =
 	                  	{
 	                  	# Give a threshold value of zero depending on if the host
 	                  	# sends a low ttl packet.
 	                  	if ( require_low_ttl_packets && result["traceroute.low_ttl_packet"]$sum == 0 )
-	                  		return 0;
+	                  		return 0.0;
 	                  	else
-	                  		return result["traceroute.time_exceeded"]$unique;
+	                  		return result["traceroute.time_exceeded"]$unique+0;
 	                  	},
 	                  $threshold=icmp_time_exceeded_threshold,
 	                  $threshold_crossed(key: SumStats::Key, result: SumStats::Result) =
diff --git a/scripts/policy/misc/scan.bro b/scripts/policy/misc/scan.bro
index f3dcaf2291..f9c47a0311 100644
--- a/scripts/policy/misc/scan.bro
+++ b/scripts/policy/misc/scan.bro
@@ -39,15 +39,11 @@ export {
 
 	## The threshold of a unique number of hosts a scanning host has to have failed
 	## connections with on a single port.
-	const addr_scan_threshold = 25 &redef;
+	const addr_scan_threshold = 25.0 &redef;
 
 	## The threshold of a number of unique ports a scanning host has to have failed
 	## connections with on a single victim host.
-	const port_scan_threshold = 15 &redef;
-
-	## Custom thresholds based on service for address scan.  This is primarily
-	## useful for setting reduced thresholds for specific ports.
-	const addr_scan_custom_thresholds: table[port] of count &redef;
+	const port_scan_threshold = 15.0 &redef;
 
 	global Scan::addr_scan_policy: hook(scanner: addr, victim: addr, scanned_port: port);
 	global Scan::port_scan_policy: hook(scanner: addr, victim: addr, scanned_port: port);
@@ -56,11 +52,12 @@ export {
 event bro_init() &priority=5
 	{
 	local r1: SumStats::Reducer = [$stream="scan.addr.fail", $apply=set(SumStats::UNIQUE)];
-	SumStats::create([$epoch=addr_scan_interval,
+	SumStats::create([$name="addr-scan",
+	                  $epoch=addr_scan_interval,
 	                  $reducers=set(r1),
 	                  $threshold_val(key: SumStats::Key, result: SumStats::Result) =
 	                  	{
-	                  	return double_to_count(result["scan.addr.fail"]$unique);
+	                  	return result["scan.addr.fail"]$unique+0.0;
 	                  	},
 	                  #$threshold_func=check_addr_scan_threshold,
 	                  $threshold=addr_scan_threshold,
@@ -80,11 +77,12 @@ event bro_init() &priority=5
 
 	# Note: port scans are tracked similar to: table[src_ip, dst_ip] of set(port);
 	local r2: SumStats::Reducer = [$stream="scan.port.fail", $apply=set(SumStats::UNIQUE)];
-	SumStats::create([$epoch=port_scan_interval,
+	SumStats::create([$name="port-scan",
+	                  $epoch=port_scan_interval,
 	                  $reducers=set(r2),
 	                  $threshold_val(key: SumStats::Key, result: SumStats::Result) =
 	                  	{
-	                  	return double_to_count(result["scan.port.fail"]$unique);
+	                  	return result["scan.port.fail"]$unique+0.0;
 	                  	},
 	                  $threshold=port_scan_threshold,
 	                  $threshold_crossed(key: SumStats::Key, result: SumStats::Result) =
diff --git a/scripts/policy/protocols/ftp/detect-bruteforcing.bro b/scripts/policy/protocols/ftp/detect-bruteforcing.bro
index 21c9c403c7..36dfafb53a 100644
--- a/scripts/policy/protocols/ftp/detect-bruteforcing.bro
+++ b/scripts/policy/protocols/ftp/detect-bruteforcing.bro
@@ -17,7 +17,7 @@ export {
 
 	## How many rejected usernames or passwords are required before being
 	## considered to be bruteforcing.
-	const bruteforce_threshold = 20 &redef;
+	const bruteforce_threshold: double = 20 &redef;
 
 	## The time period in which the threshold needs to be crossed before
 	## being reset.
@@ -28,11 +28,12 @@ export {
 event bro_init()
 	{
 	local r1: SumStats::Reducer = [$stream="ftp.failed_auth", $apply=set(SumStats::UNIQUE)];
-	SumStats::create([$epoch=bruteforce_measurement_interval,
+	SumStats::create([$name="ftp-detect-bruteforcing",
+	                  $epoch=bruteforce_measurement_interval,
 	                  $reducers=set(r1),
 	                  $threshold_val(key: SumStats::Key, result: SumStats::Result) =
 	                  	{
-	                  	return result["ftp.failed_auth"]$num;
+	                  	return result["ftp.failed_auth"]$num+0.0;
 	                  	},
 	                  $threshold=bruteforce_threshold,
 	                  $threshold_crossed(key: SumStats::Key, result: SumStats::Result) =
diff --git a/scripts/policy/protocols/http/detect-sqli.bro b/scripts/policy/protocols/http/detect-sqli.bro
index 11dba0dc46..1d8d9d0904 100644
--- a/scripts/policy/protocols/http/detect-sqli.bro
+++ b/scripts/policy/protocols/http/detect-sqli.bro
@@ -28,7 +28,7 @@ export {
 	## Defines the threshold that determines if an SQL injection attack
 	## is ongoing based on the number of requests that appear to be SQL
 	## injection attacks.
-	const sqli_requests_threshold = 50 &redef;
+	const sqli_requests_threshold: double = 50.0 &redef;
 
 	## Interval at which to watch for the
 	## :bro:id:`HTTP::sqli_requests_threshold` variable to be crossed.
@@ -64,11 +64,12 @@ event bro_init() &priority=3
 	# determine when it looks like an actual attack and how to respond when
 	# thresholds are crossed.
 	local r1: SumStats::Reducer = [$stream="http.sqli.attacker", $apply=set(SumStats::SUM), $samples=collect_SQLi_samples];
-	SumStats::create([$epoch=sqli_requests_interval,
+	SumStats::create([$name="detect-sqli-attackers",
+	                  $epoch=sqli_requests_interval,
 	                  $reducers=set(r1),
 	                  $threshold_val(key: SumStats::Key, result: SumStats::Result) =
 	                  	{
-	                  	return double_to_count(result["http.sqli.attacker"]$sum);
+	                  	return result["http.sqli.attacker"]$sum;
 	                  	},
 	                  $threshold=sqli_requests_threshold,
 	                  $threshold_crossed(key: SumStats::Key, result: SumStats::Result) =
@@ -82,11 +83,12 @@ event bro_init() &priority=3
 	                  	}]);
 
 	local r2: SumStats::Reducer = [$stream="http.sqli.victim", $apply=set(SumStats::SUM), $samples=collect_SQLi_samples];
-	SumStats::create([$epoch=sqli_requests_interval,
+	SumStats::create([$name="detect-sqli-victims",
+	                  $epoch=sqli_requests_interval,
 	                  $reducers=set(r2),
 	                  $threshold_val(key: SumStats::Key, result: SumStats::Result) =
 	                  	{
-	                  	return double_to_count(result["http.sqli.victim"]$sum);
+	                  	return result["http.sqli.victim"]$sum;
 	                  	},
 	                  $threshold=sqli_requests_threshold,
 	                  $threshold_crossed(key: SumStats::Key, result: SumStats::Result) =
diff --git a/scripts/policy/protocols/ssh/detect-bruteforcing.bro b/scripts/policy/protocols/ssh/detect-bruteforcing.bro
index 309905e939..161a314b8c 100644
--- a/scripts/policy/protocols/ssh/detect-bruteforcing.bro
+++ b/scripts/policy/protocols/ssh/detect-bruteforcing.bro
@@ -27,7 +27,7 @@ export {
 
 	## The number of failed SSH connections before a host is designated as
 	## guessing passwords.
-	const password_guesses_limit = 30 &redef;
+	const password_guesses_limit: double = 30 &redef;
 
 	## The amount of time to remember presumed non-successful logins to build
 	## model of a password guesser.
@@ -43,11 +43,12 @@ export {
 event bro_init()
 	{
 	local r1: SumStats::Reducer = [$stream="ssh.login.failure", $apply=set(SumStats::SUM)];
-	SumStats::create([$epoch=guessing_timeout,
+	SumStats::create([$name="detect-ssh-bruteforcing",
+	                  $epoch=guessing_timeout,
 	                  $reducers=set(r1),
 	                  $threshold_val(key: SumStats::Key, result: SumStats::Result) =
 	                  	{
-	                  	return double_to_count(result["ssh.login.failure"]$sum);
+	                  	return result["ssh.login.failure"]$sum;
 	                  	},
 	                  $threshold=password_guesses_limit,
 	                  $threshold_crossed(key: SumStats::Key, result: SumStats::Result) =
diff --git a/scripts/site/local.bro b/scripts/site/local.bro
index dfebd9923a..90832b4a07 100644
--- a/scripts/site/local.bro
+++ b/scripts/site/local.bro
@@ -11,6 +11,13 @@
 # Load the scan detection script.
 @load misc/scan
 
+# Log some information about web applications being used by users 
+# on your network.
+@load misc/app-metrics
+
+# Detect traceroute being run on the network.  
+@load misc/detect-traceroute
+
 # Generate notices when vulnerable versions of software are discovered.
 # The default is to only monitor software found in the address space defined
 # as "local".  Refer to the software framework's documentation for more 
diff --git a/testing/btest/Baseline/scripts.base.frameworks.sumstats.on-demand-cluster/manager-1..stdout b/testing/btest/Baseline/scripts.base.frameworks.sumstats.on-demand-cluster/manager-1..stdout
new file mode 100644
index 0000000000..ed14a1c753
--- /dev/null
+++ b/testing/btest/Baseline/scripts.base.frameworks.sumstats.on-demand-cluster/manager-1..stdout
@@ -0,0 +1,7 @@
+Complete SumStat request
+    Host: 6.5.4.3 -> 1
+    Host: 10.10.10.10 -> 5
+    Host: 1.2.3.4 -> 169
+    Host: 7.2.1.5 -> 145
+SumStat key request
+    Host: 7.2.1.5 -> 145
diff --git a/testing/btest/Baseline/scripts.base.frameworks.sumstats.on-demand/.stdout b/testing/btest/Baseline/scripts.base.frameworks.sumstats.on-demand/.stdout
new file mode 100644
index 0000000000..876c368eb3
--- /dev/null
+++ b/testing/btest/Baseline/scripts.base.frameworks.sumstats.on-demand/.stdout
@@ -0,0 +1,5 @@
+Complete SumStat request
+    Host: 1.2.3.4 -> 42
+    Host: 4.3.2.1 -> 7
+Key request for 1.2.3.4
+    Host: 1.2.3.4 -> 42
diff --git a/testing/btest/scripts/base/frameworks/sumstats/basic-cluster.bro b/testing/btest/scripts/base/frameworks/sumstats/basic-cluster.bro
index 1b7903ca1a..956c43a57b 100644
--- a/testing/btest/scripts/base/frameworks/sumstats/basic-cluster.bro
+++ b/testing/btest/scripts/base/frameworks/sumstats/basic-cluster.bro
@@ -23,7 +23,8 @@ global n = 0;
 event bro_init() &priority=5
 	{
 	local r1: SumStats::Reducer = [$stream="test", $apply=set(SumStats::SUM, SumStats::MIN, SumStats::MAX, SumStats::AVERAGE, SumStats::STD_DEV, SumStats::VARIANCE, SumStats::UNIQUE)];
-	SumStats::create([$epoch=5secs,
+	SumStats::create([$name="test",
+	                  $epoch=5secs,
 	                  $reducers=set(r1),
 	                  $epoch_finished(rt: SumStats::ResultTable) =
 	                  	{
diff --git a/testing/btest/scripts/base/frameworks/sumstats/basic.bro b/testing/btest/scripts/base/frameworks/sumstats/basic.bro
index 0b2851bf10..54160cbf54 100644
--- a/testing/btest/scripts/base/frameworks/sumstats/basic.bro
+++ b/testing/btest/scripts/base/frameworks/sumstats/basic.bro
@@ -11,16 +11,17 @@ event bro_init() &priority=5
 	                                          SumStats::MIN, 
 	                                          SumStats::STD_DEV,
 	                                          SumStats::UNIQUE)];
-	SumStats::create([$epoch=3secs,
-	                     $reducers=set(r1),
-	                     $epoch_finished(data: SumStats::ResultTable) = 
-	                     	{
-	                     	for ( key in data )
-	                     		{
-	                     		local r = data[key]["test.metric"];
-	                     		print fmt("Host: %s - num:%d - sum:%.1f - var:%.1f - avg:%.1f - max:%.1f - min:%.1f - std_dev:%.1f - unique:%d", key$host, r$num, r$sum, r$variance, r$average, r$max, r$min, r$std_dev, r$unique);
-	                     		}
-	                     	}
+	SumStats::create([$name="test",
+	                  $epoch=3secs,
+	                  $reducers=set(r1),
+	                  $epoch_finished(data: SumStats::ResultTable) = 
+	                  	{
+	                  	for ( key in data )
+	                  		{
+	                  		local r = data[key]["test.metric"];
+	                  		print fmt("Host: %s - num:%d - sum:%.1f - var:%.1f - avg:%.1f - max:%.1f - min:%.1f - std_dev:%.1f - unique:%d", key$host, r$num, r$sum, r$variance, r$average, r$max, r$min, r$std_dev, r$unique);
+	                  		}
+	                  	}
 		 ]);
 
 	SumStats::observe("test.metric", [$host=1.2.3.4], [$num=5]);
diff --git a/testing/btest/scripts/base/frameworks/sumstats/cluster-intermediate-update.bro b/testing/btest/scripts/base/frameworks/sumstats/cluster-intermediate-update.bro
index 303a0dc852..d54e432030 100644
--- a/testing/btest/scripts/base/frameworks/sumstats/cluster-intermediate-update.bro
+++ b/testing/btest/scripts/base/frameworks/sumstats/cluster-intermediate-update.bro
@@ -20,13 +20,14 @@ redef Log::default_rotation_interval = 0secs;
 event bro_init() &priority=5
 	{
 	local r1: SumStats::Reducer = [$stream="test.metric", $apply=set(SumStats::SUM)];
-	SumStats::create([$epoch=1hr,
+	SumStats::create([$name="test",
+	                  $epoch=1hr,
 	                  $reducers=set(r1),
 	                  $threshold_val(key: SumStats::Key, result: SumStats::Result) =
 	                  	{
-	                  	return double_to_count(result["test.metric"]$sum);
+	                  	return result["test.metric"]$sum;
 	                  	},
-	                  $threshold=100,
+	                  $threshold=100.0,
 	                  $threshold_crossed(key: SumStats::Key, result: SumStats::Result) =
 	                  	{
 	                  	print fmt("A test metric threshold was crossed with a value of: %.1f", result["test.metric"]$sum);
diff --git a/testing/btest/scripts/base/frameworks/sumstats/on-demand-cluster.bro b/testing/btest/scripts/base/frameworks/sumstats/on-demand-cluster.bro
new file mode 100644
index 0000000000..9ee0511b47
--- /dev/null
+++ b/testing/btest/scripts/base/frameworks/sumstats/on-demand-cluster.bro
@@ -0,0 +1,93 @@
+# @TEST-SERIALIZE: comm
+#
+# @TEST-EXEC: btest-bg-run manager-1 BROPATH=$BROPATH:.. CLUSTER_NODE=manager-1 bro %INPUT
+# @TEST-EXEC: sleep 1
+# @TEST-EXEC: btest-bg-run worker-1  BROPATH=$BROPATH:.. CLUSTER_NODE=worker-1 bro %INPUT
+# @TEST-EXEC: btest-bg-run worker-2  BROPATH=$BROPATH:.. CLUSTER_NODE=worker-2 bro %INPUT
+# @TEST-EXEC: btest-bg-wait 15
+
+# @TEST-EXEC: btest-diff manager-1/.stdout
+
+@TEST-START-FILE cluster-layout.bro
+redef Cluster::nodes = {
+	["manager-1"] = [$node_type=Cluster::MANAGER, $ip=127.0.0.1, $p=37757/tcp, $workers=set("worker-1", "worker-2")],
+	["worker-1"]  = [$node_type=Cluster::WORKER,  $ip=127.0.0.1, $p=37760/tcp, $manager="manager-1", $interface="eth0"],
+	["worker-2"]  = [$node_type=Cluster::WORKER,  $ip=127.0.0.1, $p=37761/tcp, $manager="manager-1", $interface="eth1"],
+};
+@TEST-END-FILE
+
+redef Log::default_rotation_interval = 0secs;
+
+global n = 0;
+
+event bro_init() &priority=5
+	{
+	local r1: SumStats::Reducer = [$stream="test", $apply=set(SumStats::SUM, SumStats::MIN, SumStats::MAX, SumStats::AVERAGE, SumStats::STD_DEV, SumStats::VARIANCE, SumStats::UNIQUE)];
+	SumStats::create([$name="test sumstat",
+	                  $epoch=1hr,
+	                  $reducers=set(r1)]);
+	}
+
+event remote_connection_closed(p: event_peer)
+	{
+	terminate();
+	}
+
+global ready_for_data: event();
+redef Cluster::manager2worker_events += /^ready_for_data$/;
+
+event ready_for_data()
+	{
+	if ( Cluster::node == "worker-1" )
+		{
+		SumStats::observe("test", [$host=1.2.3.4], [$num=34]);
+		SumStats::observe("test", [$host=1.2.3.4], [$num=30]);
+		SumStats::observe("test", [$host=6.5.4.3], [$num=1]);
+		SumStats::observe("test", [$host=7.2.1.5], [$num=54]);
+		}
+	if ( Cluster::node == "worker-2" )
+		{
+		SumStats::observe("test", [$host=1.2.3.4], [$num=75]);
+		SumStats::observe("test", [$host=1.2.3.4], [$num=30]);
+		SumStats::observe("test", [$host=7.2.1.5], [$num=91]);
+		SumStats::observe("test", [$host=10.10.10.10], [$num=5]);
+		}
+	}
+
+
+event on_demand2()
+	{
+	local host = 7.2.1.5;
+	when ( local result = SumStats::request_key("test sumstat", [$host=host]) )
+		{
+		print "SumStat key request";
+		print fmt("    Host: %s -> %.0f", host, result["test"]$sum);
+		terminate();
+		}
+	}
+
+event on_demand()
+	{
+	when ( local results = SumStats::request("test sumstat") )
+		{
+		print "Complete SumStat request";
+		for ( key in results )
+			print fmt("    Host: %s -> %.0f", key$host, results[key]["test"]$sum);
+
+		event on_demand2();
+		}
+	}
+
+global peer_count = 0;
+event remote_connection_handshake_done(p: event_peer) &priority=-5
+	{
+	++peer_count;
+	if ( peer_count == 2 )
+		{
+		if ( Cluster::local_node_type() == Cluster::MANAGER )
+			event ready_for_data();
+		
+		schedule 1sec { on_demand() };
+		}
+	}
+
diff --git a/testing/btest/scripts/base/frameworks/sumstats/on-demand.bro b/testing/btest/scripts/base/frameworks/sumstats/on-demand.bro
new file mode 100644
index 0000000000..f93e1a72dc
--- /dev/null
+++ b/testing/btest/scripts/base/frameworks/sumstats/on-demand.bro
@@ -0,0 +1,45 @@
+# @TEST-EXEC: bro %INPUT
+# @TEST-EXEC: btest-diff .stdout
+
+redef exit_only_after_terminate=T;
+
+
+event on_demand()
+	{
+	when ( local results = SumStats::request("test") )
+		{
+		print "Complete SumStat request";
+		for ( key in results )
+			{
+			print fmt("    Host: %s -> %.0f", key$host, results[key]["test.reducer"]$sum);
+			}
+		}
+	}
+
+event on_demand_key()
+	{
+	local host = 1.2.3.4;
+	when ( local result = SumStats::request_key("test", [$host=host]) )
+		{
+		print fmt("Key request for %s", host);
+		print fmt("    Host: %s -> %.0f", host, result["test.reducer"]$sum);
+		terminate();
+		}
+	}
+
+event bro_init() &priority=5
+	{
+	local r1: SumStats::Reducer = [$stream="test.reducer", 
+	                               $apply=set(SumStats::SUM)];
+	SumStats::create([$name="test",
+	                  $epoch=1hr,
+	                  $reducers=set(r1)]);
+
+	# Seed some data but notice there are no callbacks defined in the sumstat!
+	SumStats::observe("test.reducer", [$host=1.2.3.4], [$num=42]);
+	SumStats::observe("test.reducer", [$host=4.3.2.1], [$num=7]);
+
+	schedule 0.1 secs { on_demand() };
+	schedule 1 secs { on_demand_key() };
+	}
+
diff --git a/testing/btest/scripts/base/frameworks/sumstats/thresholding.bro b/testing/btest/scripts/base/frameworks/sumstats/thresholding.bro
index ddc053bd23..b00b30a375 100644
--- a/testing/btest/scripts/base/frameworks/sumstats/thresholding.bro
+++ b/testing/btest/scripts/base/frameworks/sumstats/thresholding.bro
@@ -8,14 +8,15 @@ redef enum Notice::Type += {
 event bro_init() &priority=5
 	{
 	local r1: SumStats::Reducer = [$stream="test.metric", $apply=set(SumStats::SUM)];
-	SumStats::create([$epoch=3secs,
+	SumStats::create([$name="test1",
+	                  $epoch=3secs,
 	                  $reducers=set(r1),
 	                  #$threshold_val = SumStats::sum_threshold("test.metric"),
 	                  $threshold_val(key: SumStats::Key, result: SumStats::Result) =
 	                  	{ 
-	                  	return double_to_count(result["test.metric"]$sum);
+	                  	return result["test.metric"]$sum;
 	                  	},
-	                  $threshold=5,
+	                  $threshold=5.0,
 	                  $threshold_crossed(key: SumStats::Key, result: SumStats::Result) = 
 	                  	{
 	                  	local r = result["test.metric"];
@@ -24,14 +25,15 @@ event bro_init() &priority=5
 	                  ]);
 
 	local r2: SumStats::Reducer = [$stream="test.metric", $apply=set(SumStats::SUM)];
-	SumStats::create([$epoch=3secs,
+	SumStats::create([$name="test2",
+	                  $epoch=3secs,
 	                  $reducers=set(r2),
 	                  #$threshold_val = SumStats::sum_threshold("test.metric"),
 	                  $threshold_val(key: SumStats::Key, result: SumStats::Result) =
 	                  	{ 
-	                  	return double_to_count(result["test.metric"]$sum); 
+	                  	return result["test.metric"]$sum;
 	                  	},
-	                  $threshold_series=vector(3,6,800),
+	                  $threshold_series=vector(3.0,6.0,800.0),
 	                  $threshold_crossed(key: SumStats::Key, result: SumStats::Result) = 
 	                  	{
 	                  	local r = result["test.metric"];
@@ -41,19 +43,20 @@ event bro_init() &priority=5
 
 	local r3: SumStats::Reducer = [$stream="test.metric", $apply=set(SumStats::SUM)];
 	local r4: SumStats::Reducer = [$stream="test.metric2", $apply=set(SumStats::SUM)];
-	SumStats::create([$epoch=3secs,
+	SumStats::create([$name="test3",
+	                  $epoch=3secs,
 	                  $reducers=set(r3, r4),
 	                  $threshold_val(key: SumStats::Key, result: SumStats::Result) =
 	                  	{ 
 	                  	# Calculate a ratio between sums of two reducers.
 	                  	if ( "test.metric2" in result && "test.metric" in result &&
 	                  	     result["test.metric"]$sum > 0 )
-	                  		return double_to_count(result["test.metric2"]$sum / result["test.metric"]$sum);
+	                  		return result["test.metric2"]$sum / result["test.metric"]$sum;
 	                  	else
-	                  		return 0;
+	                  		return 0.0;
 	                  	},
 	                  # Looking for metric2 sum to be 5 times the sum of metric
-	                  $threshold=5, 
+	                  $threshold=5.0, 
 	                  $threshold_crossed(key: SumStats::Key, result: SumStats::Result) =
 	                  	{
 	                  	local thold = result["test.metric2"]$sum / result["test.metric"]$sum;