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. |