Forum Discussion
EricSteynMMD
6 years agoFrequent Visitor
Calculate Equipment State Duration per Shift
Hi All, I need help please. I need to report on the duration that a piece of equipment was running in a specific state, during each shift. The issue is that the dataset only has entries when a st...
- Anonymous6 years ago
here a solution "complete" (corresponding to the status of the information received 😁) avoiding the use of the function List.Accumulate.
starting table:
output Table:
the code for the output table:
let ct = Table.TransformColumnTypes(Table,{{"StateDateTime", type datetime}, {"EquipmentState", type text}, {"ShiftIndex", Int64.Type}}), idx=List.RemoveLastN(List.Distinct(ct[ShiftIndex]),1), lstR=List.Generate( ()=>[r=1,pos=List.PositionOf(ct[ShiftIndex],idx{0},Occurrence.Last), lr=sfht(ct{pos},ct{pos+1})], each [r]<=List.Count(idx), each [r=[r]+1, pos=List.PositionOf(ct[ShiftIndex],idx{[r]},Occurrence.Last),lr=sfht(ct{pos},ct{pos+1}) ], each [lr] ), tc= Table.Combine({Table.FromRecords(List.Combine(lstR)),Table}), grp = Table.Group(tc, {"ShiftIndex"}, {{"shIdx", each duration(_)}}), #"Expanded shIdx" = Table.ExpandTableColumn(grp, "shIdx", {"StateDateTime", "EquipmentState", "Duration"}, {"StateDateTime", "EquipmentState", "Duration"}) in #"Expanded shIdx"the two functions used:
sfht
let listRows=(rL,rF)=> let shift=#duration(0,0,720,0), dL=rL[StateDateTime], dF=rF[StateDateTime], lr=List.Generate( ()=>[r=rL&[StateDateTime=#datetime(Date.Year(dL),Date.Month(dL),Date.Day(dL)+sh{1},sh{0},0,0)],idx=1], each [r][StateDateTime]<=dF, each [r=if Number.Mod(idx,2)=1 then [r]& [StateDateTime=[r][StateDateTime]+shift] else [r]&[ShiftIndex=[r][ShiftIndex]+1],idx=[idx]+1], each [r] ), sh=if Time.Hour(dL) < 6 then {6,0} else if Time.Hour(dL)<18 then {18,0} else {6,1} in lr in listRowsand finally duration:
let count=(tab)=> let ts=Table.Sort(tab,{"StateDateTime"}), ai = Table.AddIndexColumn(ts, "i", 0, 1) in Table.RemoveColumns(Table.AddColumn(ai, "Duration", each try if [ShiftIndex]=ai[ShiftIndex]{[i]+1} then Duration.TotalMinutes(ai[StateDateTime]{[i]+1}-[StateDateTime]) else "" otherwise""),{"i"}) in count
Anonymous
6 years agoNot applicable
hi EricSteynMMD
have you tried the code on the complete dataset?
how many rows the input table?
how many the output one?
what is the execution time?