100 aillm first try

Application.cfc

@@ -89,7 +89,7 @@
 
 		<!--- global settings --->
 		<!--- *************************************************************************************************** --->
-		<cfset request.APP_VERSION="0.00.099"/> <!--- *********************************************************** --->
+		<cfset request.APP_VERSION="0.00.100"/> <!--- *********************************************************** --->
 		<!--- *************************************************************************************************** --->
 		<cfset request.STAND=getStand()/>
 		<cfset request.RECORDS_PER_PAGE=500/>		

payg.cfm

@@ -390,7 +390,7 @@ select
 <cfoutput>qS3OpsTrfAge:#getTickCount()-request.startTickCount#</cfoutput><cfif !isDefined("output_xls") AND !isDefined("output_json")><cfflush/></cfif>
 
 <!--- /*прибегаем к cmdb для разрешения инстанса, нейминг некорректен и ненадежен*/ --->
-<cfquery name="qS3User" datasource="cmdb" cachedWithin=#createTimeSpan(0, 0, 31, 0)#>
+<cfquery name="qS3User" datasource="cmdb" cachedWithin=#createTimeSpan(0, 0, 32, 0)#>
 	WITH current_state AS (
 		SELECT *, ROW_NUMBER() OVER (PARTITION BY instance_uid ORDER BY version DESC) as rn
 		FROM instance_state
@@ -410,7 +410,7 @@ select
 
 <!--- выданы права на схему и таблицы, чтобы без толку не плодить источники данных --->
 <!--- считаются часы работы ВМ с GPU --->
-<cfquery name="qGpu" datasource="billing-vc" cachedWithin=#createTimeSpan(0, 0, 31, 0)#>
+<cfquery name="qGpu" datasource="billing-vc" cachedWithin=#createTimeSpan(0, 0, 33, 0)#>
 	WITH card (model, cluster, code) as (VALUES
 	('A100',	'msk1-pub02-i31',	'iaas.ngc.i31.gpu80'),
 	('H100',	'msk1-pub07-a40',	'iaas.ngc.a40.gpuh100'), -- h200 нет в отчете
@@ -443,6 +443,7 @@ select
 
 <cfoutput>qGpu:#getTickCount()-request.startTickCount#</cfoutput><cfif !isDefined("output_xls") AND !isDefined("output_json")><cfflush/></cfif>
 
+
 <cfif len(debug)>
 	<cfdump var=#qGpu#/>
 	<cfif !isDefined("output_xls") AND !isDefined("output_json")><cfflush/></cfif>
@@ -454,13 +455,66 @@ select
 
 <cfoutput>qGpuAge:#getTickCount()-request.startTickCount#</cfoutput><cfif !isDefined("output_xls") AND !isDefined("output_json")><cfflush/></cfif>
 
+
+<cfquery name="qLlm" datasource="billing-vc" cachedWithin=#createTimeSpan(0, 0, 33, 0)#>
+	WITH cred as (
+		SELECT 
+			column1::varchar(255) as model_name, 
+			column2::decimal(10,6) as weight_in, 
+			column3::decimal(10,6) as weight_out, 
+			column4::decimal(10,6) as weight_cached, 
+			column5::decimal(10,6) as weight_audio_sec
+		FROM 
+		(VALUES
+			('qwen3.8-27b-fp8',	0.329400, 2.196000, null, null),
+			('gpt-oss-120b', 0.242000, 	0.980000, null, null),
+			('user-bge-m3',	0.006000, null, null, null), 
+			('bge-reranker-v2-m3', 0.002400, null, null, null),
+			('whisper-large-v3-turbo', null, null, null, 0.006500)
+		) 
+	)
+	SELECT m.organization_name, m.model_name
+	,SUM(m.prompt_tokens) as tokens_in 
+	,SUM(m.completion_tokens) as tokens_out 
+	,SUM(m.cached_tokens) as tokens_cached
+	,SUM(m.audio_seconds) as audio_seconds	
+	,SUM(m.prompt_tokens)*c.weight_in/1e6 as cred_in 
+	,SUM(m.completion_tokens)*c.weight_out/1e6 as cred_out 
+	,SUM(m.cached_tokens)*c.weight_cached/1e6 as cred_cached
+	,SUM(m.audio_seconds)*c.weight_audio_sec/60e6 as cred_audio_minutes 
+	FROM aillm.usage_metric m join cred c on (m.model_name=c.model_name)	
+	WHERE 1=1
+	AND m.interval_start >= <cfqueryparam cfsqltype="cf_sql_timestamp" value=#dt_start#/>
+	AND m.interval_start < <cfqueryparam cfsqltype="cf_sql_timestamp" value=#dateAdd("d",1,dt_finish)#/> <!--- *** может быть, краевое уточнение для 15 мин --->
+	<cfif len(wz)>
+		AND m.organization_name ilike <cfqueryparam cfsqltype="cf_sql_varchar" value="%#wz#%"/>
+	</cfif>
+	GROUP BY m.organization_id, m.organization_name, m.model_name, c.weight_in, c.weight_out, c.weight_cached, c.weight_audio_sec 
+	ORDER BY m.organization_id, m.organization_name, m.model_name; 
+</cfquery>
+
+<cfoutput>qLlm:#getTickCount()-request.startTickCount#</cfoutput><cfif !isDefined("output_xls") AND !isDefined("output_json")><cfflush/></cfif>
+<cfif len(debug)>
+	<cfdump var=#qLlm#/>
+	<cfif !isDefined("output_xls") AND !isDefined("output_json")><cfflush/></cfif>
+</cfif>
+
+<cfquery name="qLlmAge" datasource="billing-vc" cachedWithin=#createTimeSpan(0, 0, 31, 0)#>
+	select max(ts) as dt_load from aillm.usage_metric 
+</cfquery>
+
+<cfoutput>qLlmAge:#getTickCount()-request.startTickCount#</cfoutput><cfif !isDefined("output_xls") AND !isDefined("output_json")><cfflush/></cfif>
+
+
+
 <cfset db = new MemoryDbHelper()/>
 <cfset db.register("qComputing", qComputing, "inmem")/>
 <cfset db.register("qStorage", qStorage, "inmem")/>
 <cfset db.register("qS3Vol", qS3Vol, "inmem")/>
 <cfset db.register("qS3OpsTrf", qS3OpsTrf, "inmem")/>
-<cfset db.register("qGpu", qGpu, "inmem")/>
 <cfset db.register("qS3User", qS3User, "inmem")/>
+<cfset db.register("qGpu", qGpu, "inmem")/>
+<cfset db.register("qLlm", qLlm, "inmem")/>
 
 <cfquery name="qUnifiedMetric" datasource="inmem">
 	select wz, code || '.vcpu' as code, core_h as raw_metric, core_h as metric, 'core-h' as unit, vdc as dimension1
@@ -521,6 +575,34 @@ select
 	<cfif len(code)>
 		where code like <cfqueryparam cfsqltype="cf_sql_varchar" value="%#code#%"/>
 	</cfif>
+	
+	union all
+	select organization_name as wz, 'tokens_in', tokens_in as raw_metric, cred_in as metric, 'cred' as unit, model_name as dimension1 
+	from qLlm
+	<cfif len(code)>
+		where 'tokens_in' like <cfqueryparam cfsqltype="cf_sql_varchar" value="%#code#%"/>
+	</cfif>
+	
+	union all
+	select organization_name as wz, 'tokens_out', tokens_out as raw_metric, cred_out as metric, 'cred' as unit, model_name as dimension1 
+	from qLlm
+	<cfif len(code)>
+		where 'tokens_out' like <cfqueryparam cfsqltype="cf_sql_varchar" value="%#code#%"/>
+	</cfif>
+
+	union all
+	select organization_name as wz, 'tokens_cached', tokens_cached as raw_metric, cred_cached as metric, 'cred' as unit, model_name as dimension1 
+	from qLlm
+	<cfif len(code)>
+		where 'tokens_cached' like <cfqueryparam cfsqltype="cf_sql_varchar" value="%#code#%"/>	
+	</cfif>
+	
+	union all
+	select organization_name as wz, 'audio_minutes', audio_seconds as raw_metric, cred_audio_minutes as metric, 'cred' as unit, model_name as dimension1 
+	from qLlm
+	<cfif len(code)>
+		where 'audio_minutes' like <cfqueryparam cfsqltype="cf_sql_varchar" value="%#code#%"/>
+	</cfif>
 
 	order by wz, code
 </cfquery>
@@ -753,14 +835,14 @@ WZ <input type="text" name="wz" value="#wz#"/>по вхождению, с рег
 </form>
 Часов в периоде: <b>#hours#</b> Строк в отчете: <b>#qCharge.recordCount#</b><br/>
 Актуальность данных: 
-VCD Computing: <b<cfif datediff("h",qComputingAge.dt_load, Now()) GT 24> class="err"</cfif>>#dateFormat(qComputingAge.dt_load,'YYYY-MM-DD')# #timeFormat(qComputingAge.dt_load,'HH:mm:ss.lXX')#</b>
+VCD Computing: <b<cfif datediff("h",qComputingAge.dt_load, Now()) GT 24> class="err"</cfif>>#dateFormat(qComputingAge.dt_load,'YYYY-MM-DD')# #timeFormat(qComputingAge.dt_load,'HH:mm:ssX')#</b>
-VCD Storage: <b<cfif datediff("h",qStorageAge.dt_load, Now()) GT 24> class="err"</cfif>>#dateFormat(qStorageAge.dt_load,'YYYY-MM-DD')# #timeFormat(qStorageAge.dt_load,'HH:mm:ss.lXX')#</b>
+VCD Storage: <b<cfif datediff("h",qStorageAge.dt_load, Now()) GT 24> class="err"</cfif>>#dateFormat(qStorageAge.dt_load,'YYYY-MM-DD')# #timeFormat(qStorageAge.dt_load,'HH:mm:ssX')#</b>
-S3 хранение: <b<cfif datediff("h",qS3VolAge.dt_load, Now()) GT 24> class="err"</cfif>>#dateFormat(qS3VolAge.dt_load,'YYYY-MM-DD')# #timeFormat(qS3VolAge.dt_load,'HH:mm:ss.lXX')#</b>
+S3 хранение: <b<cfif datediff("h",qS3VolAge.dt_load, Now()) GT 24> class="err"</cfif>>#dateFormat(qS3VolAge.dt_load,'YYYY-MM-DD')# #timeFormat(qS3VolAge.dt_load,'HH:mm:ssX')#</b>
-S3 операции и трафик: <b<cfif datediff("h",qS3OpsTrfAge.dt_load, Now()) GT 24> class="err"</cfif>>#dateFormat(qS3OpsTrfAge.dt_load,'YYYY-MM-DD')# #timeFormat(qS3OpsTrfAge.dt_load,'HH:mm:ss.lXX')#</b>
+S3 операции и трафик: <b<cfif datediff("h",qS3OpsTrfAge.dt_load, Now()) GT 24> class="err"</cfif>>#dateFormat(qS3OpsTrfAge.dt_load,'YYYY-MM-DD')# #timeFormat(qS3OpsTrfAge.dt_load,'HH:mm:ssX')#</b>
+GPU: <b<cfif datediff("h",qGpuAge.dt_load, Now()) GT 24> class="err"</cfif>>#dateFormat(qGpuAge.dt_load,'YYYY-MM-DD')# #timeFormat(qGpuAge.dt_load,'HH:mm:ssX')#</b>
+LLM: <b<cfif datediff("h",qLlmAge.dt_load, Now()) GT 24> class="err"</cfif>>#dateFormat(qLlmAge.dt_load,'YYYY-MM-DD')# #timeFormat(qLlmAge.dt_load,'HH:mm:ssX')#</b>
 
 <br/>
-<!--- <a href="#request.thisPage#?output_xls" title="экспорт в Excel" style="margin-left:.5em; height:100%;" target="_blank"><img src="img/xls.gif" style="vertical-align:text-bottom;"/></a>
-<a href="#request.thisPage#?output_json" title="экспорт в json" style="margin-left:.5em; height:100%;" target="_blank"><img src="img/json.svg" style="vertical-align:text-bottom;" width="13" height="13"/></a> --->
 
 <a href="#request.thisPage#?output_xls&submit=1&dt_start=#dateFormat(dt_start,'YYYY-MM-DD')#&dt_finish=#dateFormat(dt_finish,'YYYY-MM-DD')#&inner_join=#inner_join#&only_articles_in_spec=#only_articles_in_spec#&code=#code#&wz=#wz#" title="экспорт в Excel" style="margin-left:.5em; height:100%;" target="_blank"><img src="img/xls.gif" style="vertical-align:text-bottom;"/></a>
 

s3_ls.cfm

@@ -36,7 +36,7 @@
 		cross join (select max(timestamp_addition) as timestamp_addition from s3billing.bucket_stat) t
 	</cfquery> 	
 	
-	<cfquery name="qS3User" datasource="cmdb" cachedWithin=#createTimeSpan(0, 0, 31, 0)#>
+	<cfquery name="qS3User" datasource="cmdb" cachedWithin=#createTimeSpan(0, 0, 1, 0)#>
 		WITH current_state AS (
 		SELECT *, ROW_NUMBER() OVER (PARTITION BY instance_uid ORDER BY version DESC) as rn
 		FROM instance_state