Platform Analytics 7 Dataflow

Job Throughput Prediction datamart

Main ETL XML file

wi_jobThroughputdaily_prediction.xml

Output CSV files

jobThroughputPrediction.csv

Record sample

CLUSTERNAME,QUEUENAME,WEEKDAY,AVG_SUBMIT_NUM,AVG_EXIT_NUM,AVG_DONE_NUM,GRATE_SUBMIT_NUM,GRATE_EXIT_NUM,GRATE_DONE_NUM,PD0_AVGSUBMIT_NUM,PD0_AVGEXIT_NUM,PD0_AVGDONE_NUM,PD4_AVGSUBMIT_NUM,PD4_AVGEXIT_NUM,PD4_AVGDONE_NUM,PD8_AVGSUBMIT_NUM,PD8_AVGEXIT_NUM,PD8_AVGDONE_NUM,PD12_AVGSUBMIT_NUM,PD12_AVGEXIT_NUM,PD12_AVGDONE_NUM

"LSF62","normal","1","148.0","0.0","0.0","-10.030167691918795","5.716965046888322","5.672214458137459","21.26702508960568","227.0322580645161","84.63440860215064","-49.83691756272401","659.677419354839","244.6559139784947","-120.94086021505382","1092.322580645162","404.6774193548388","-192.04480286738362","1524.967741935484","564.6989247311828"

"LSF62","normal","2","74.0","17.0","25.5","-11.390239234449792","5.352667287481698","5.313418625409109","18.72759856630819","242.4838709677424","90.34946236559131","-52.376344086021504","675.1290322580653","250.37096774193537","-123.4802867383512","1107.7741935483873","410.39247311827944","-194.584229390681","1540.4193548387102","570.4139784946235"

Column description

The Job Throughput Prediction datamart gets its information from the wi_jobthroughputdaily table. Based on these values, the prediction transformer calculates the predicted values and outputs them to the datamart.

The following table describes each column and its source:
Column name
Source and description
CLUSTERNAME
This is the cluster_name in the wi_clustercode table, which is based on the cluster_code column in the wi_jobthroughputdaily table.
QUEUENAME
The source is the queue_name column in the wi_queuecode table, which is based on the queue_code column in the wi_jobthroughputdaily table.
WEEKDAY
This is the day of the week from Monday to Sunday.
AVG_SUBMIT_NUM
This is the average of the submit_num values in the wi_jobthroughputdaily table.
AVG_EXIT_NUM
This is the average of the exit_num values in the wi_jobthroughputdaily table.
AVG_DONE_NUM
This is the average of the done_num values in the wi_jobthroughputdaily table.
GRATE_SUBMIT_NUM
This is the calculated growth rate for the submit_num column. It is calculated as the growth rate between the zero week and the predicted value in the twelfth week.
GRATE_EXIT_NUM
This is the calculated growth rate for the exit_num column. It is calculated as the growth rate between the zero week and the predicted value in the twelfth week.
GRATE_DONE_NUM
This is the calculated growth rate for the exit_num column. It is calculated as the growth rate between the zero week and the predicted value in the twelfth week.
PD0_AVGSUBMIT_NUM
This is the calculated predicted value at the start of the predicted period based on the average submit_num values in the wi_jobthroughputdaily table.
PD0_AVGEXIT_NUM
This is the calculated predicted value at the start of the predicted period based on the average exit_num values in the wi_jobthroughputdaily table.
PD0_AVGDONE_NUM
This is the calculated predicted value at the start of the predicted period based on the average done_num values in the wi_jobthroughputdaily table.
PD4_AVGSUBMIT_NUM
This is the calculated predicted value at the fourth week of the predicted period based on the average submit_num values in the wi_jobthroughputdaily table.
PD4_AVGEXIT_NUM
This is the calculated predicted value at the fourth week of the predicted period based on the average exit_num values in the wi_jobthroughputdaily table.
PD4_AVGDONE_NUM
This is the calculated predicted value at the fourth week of the predicted period based on the average done_num values in the wi_jobthroughputdaily table.
PD8_AVGSUBMIT_NUM
This is the calculated predicted value at the eighth of the predicted period based on the average submit_num values in the wi_jobthroughputdaily table.
PD8_AVGEXIT_NUM
This is the calculated predicted value at the eighth of the predicted period based on the average exit_num values in the wi_jobthroughputdaily table.
PD8_AVGDONE_NUM
This is the calculated predicted value at the eighth of the predicted period based on the average done_num values in the wi_jobthroughputdaily table.
PD12_AVGSUBMIT_NUM
This is the calculated predicted value at the twelfth week of the predicted period based on the average submit_num values in the wi_jobthroughputdaily table.
PD12_AVGEXIT_NUM
This is the calculated predicted value at the twelfth week of the predicted period based on the average exit_num values in the wi_jobthroughputdaily table.
PD12_AVGDONE_NUM
This is the calculated predicted value at the twelfth week of the predicted period based on the average done_num values in the wi_jobthroughputdaily table.