howtos:toolcoding:many_to_one_mapping_with_non_summation_aggregation_rule
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howtos:toolcoding:many_to_one_mapping_with_non_summation_aggregation_rule [2010/04/20 19:33] deryn.crockett created |
howtos:toolcoding:many_to_one_mapping_with_non_summation_aggregation_rule [2010/04/23 18:24] deryn.crockett |
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| - | The map tool can perform an index mapping in which multiple elements of informant X are mapped to the same element of informant Y. To aggregate multiple elements into one, the map tool sums the values of the composite elements. However, there may be a need to use a different aggregation function such as minimum, maximum, or average. The following code demonstrates how to implement this logic. | + | ====== Many to One Mapping with Non-Summation Aggregation Rule ====== |
| + | The map tool can perform an index mapping in which multiple elements of informant X are mapped to the same element of informant Y. To aggregate multiple elements into one, the map tool sums the values of the composite elements. However, there may be a need to use a different aggregation function such as minimum, maximum, or average. | ||
| - | <code - myfile.t> | + | The following example demonstrates how to implement this logic. |
| - | local uce2020[uce2020,uce2020] = diag (1.0; dim=unitCodeE2020) | + | |
| - | local uce2020Mask[t,cidsc->unsc,uce2020] = boolne (dimtran (uce2020[uce2020,uce2020]; \ | + | In this example, the a variable indexed by the informant unitID will be mapped to a variable indexed by the informant plantID. The contents of these informants are: |
| - | map1=E2020UnitCodeIndx[t,cidsc->unsc], newDims=2, checkData=off),0) | + | <code> |
| - | local comYrsSCx[t,cidsc->unsc,uce2020] = reorder (comYrsSC[cidsc->unsc,t]; time, cidscCOunsc) * \ | + | plantID[]: set |
| - | uce2020Mask[t,cidsc->unsc,uce2020] | + | version: 3 |
| - | local comYrsSCOffset[t,cidsc->unsc,uce2020] = booleq (comYrsSCx[t,cidsc->unsc,uce2020],0) * 9999 | + | desc: localinformant plantID[] = create (; object=set, data="Plant1 Plant2") |
| - | local comYrsSCy[t,cidsc->unsc,uce2020] = comYrsSCx[t,cidsc->unsc,uce2020] + comYrsSCOffset[t,cidsc->unsc,uce2020] | + | data: 2 elements |
| + | ----------------------------------- | ||
| + | 1 Plant1 | ||
| + | 2 Plant2 | ||
| + | |||
| + | unitID[]: set | ||
| + | version: 3 | ||
| + | desc: localinformant unitID[] = create (; object=set, data="Unit1 Unit2 Unit3 Unit4 Unit5") | ||
| + | data: 5 elements | ||
| + | ----------------------------------- | ||
| + | 1 Unit1 | ||
| + | 2 Unit2 | ||
| + | 3 Unit3 | ||
| + | 4 Unit4 | ||
| + | 5 Unit5 | ||
| + | </code> | ||
| + | |||
| + | The desired mapping from unitID to plantID is:\\ | ||
| + | |||
| + | Unit1 -> Plant1\\ | ||
| + | Unit2 -> Plant2\\ | ||
| + | Unit3 -> Plant1\\ | ||
| + | Unit4 -> Plant1\\ | ||
| + | Unit5 -> Plant2 | ||
| + | |||
| + | which is implemented by the following code: | ||
| + | <code> | ||
| + | local unitToPlantMap[uid] = create (; dataType=integer, dim=unitID, data="1 2 1 1 2") | ||
| + | </code> | ||
| + | |||
| + | <code> | ||
| + | ! variable that contains commissioning years by unit id | ||
| + | local unitComYr[uid] = create (; dim=unitID, data="1990 1975 1980 1995 2000") | ||
| + | |||
| + | local pid[pid,pid] = diag (1.0; dim=plantID) | ||
| + | local plantIDMask[uid,pid] = boolne (dimtran (pid[pid,pid]; map1=unitToPlantMap[uid], newDims=1, checkData=off),0) | ||
| + | local unitComYrx[uid,pid] = unitComYr[uid] * plantIDMask[uid,pid] | ||
| + | |||
| + | ! add offset to remove 0's before taking minimum | ||
| + | local unitComYry[uid,pid] = booleq (unitComYrx[uid,pid],0) * 9999 + unitComYrx[uid,pid] | ||
| + | |||
| + | ! variable that contains online date, which is the earliest commissioning year of the units that comprise the plant, by plant id | ||
| + | local plantOnlineDate[pid] = coordmin (reorder (unitComYry[uid,pid]; plantID, unitID); numDims=1) | ||
| + | table (plantOnlineDate[pid]) | ||
| - | local e2020OnlineDatex[uce2020,t] = coordmin (reorder (comYrsSCy[t,cidsc->unsc,uce2020]; unitCodeE2020,time,cidscCOunsc); numDims=1) | ||
| - | e2020OnlineDate[uce2020,t] = boolne (e2020OnlineDatex[uce2020,t],9999) * e2020OnlineDatex[uce2020,t] | ||
| </code> | </code> | ||
howtos/toolcoding/many_to_one_mapping_with_non_summation_aggregation_rule.txt · Last modified: 2011/06/13 16:20 by chris.strashok
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