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Dataprep for Empower data

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This commit is contained in:
Sander Roosendaal
2016-12-01 11:23:35 +01:00
parent b0c54f1fcd
commit 5da598e9c8
2 changed files with 31 additions and 1 deletions
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9
rowers/dataprep.py
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@@ -350,6 +350,15 @@ def dataprep(rowdatadf,id=0,bands=True,barchart=True,otwpower=True,
driveenergy = rowdatadf.ix[:,'driveenergy']
drivelength = driveenergy/(averageforce*4.44822)
slip = rowdatadf.ix[:,'slip']
if windowsize > 3:
wash = savgol_filter(wash,windowsize,3)
catch = savgol_filter(catch,windowsize,3)
finish = savgol_filter(finish,windowsize,3)
peakforce = savgol_filter(peakforce,windowsize,3)
averageforce = savgol_filter(averageforce,windowsize,3)
peakforceangle = savgol_filter(peakforceangle,windowsize,3)
driveenergy = savgol_filter(driveenergy,windowsize,3)
drivelength = savgol_filter(drivelength,windowsize,3)
data['wash'] = wash
data['catch'] = catch
data['slip'] = slip

23
rowers/interactiveplots.py
View File

@@ -885,6 +885,11 @@ def interactive_flex_chart2(id=0,promember=0,
'forceratio': 'Average/Peak Drive Force Ratio',
'driveenergy': 'Work per Stroke (J)',
'drivespeed': 'Drive Speed (m/s)',
'slip': 'Slip (degrees)',
'catch': 'Catch (degrees)',
'finish': 'Finish (degrees)',
'wash': 'Wash (degrees)',
'peakforceangle': 'Peak Force Angle (degrees)',
'None': '',
}
@@ -899,12 +904,17 @@ def interactive_flex_chart2(id=0,promember=0,
'drivelength':0.5,
'driveenergy': 0,
'drivespeed': 0,
'slip': 0,
'catch': -70,
'finish': 30,
'wash': 0,
'peakforceangle': -20,
}
yaxmaxima = {
'hr':200,
'spm':45,
'pace': 1.0e3*90,
'pace': 1.0e3*75,
'power': 600,
'averageforce':200,
'peakforce':400,
@@ -912,9 +922,20 @@ def interactive_flex_chart2(id=0,promember=0,
'drivelength':2.0,
'driveenergy': 1000,
'drivespeed':4,
'slip': 30,
'catch': -30,
'finish': 70,
'wash': 30,
'peakforceangle': 20,
}
rowdata,row = dataprep.getrowdata_db(id=id)
#columns = [xparam,yparam1,yparam2,
# 'ftime','distance','fpace',
# 'power','hr','spm',
# 'time','pace']
#rowdata = dataprep.getsmallrowdata_db(columns,ids=[id])
#row = Workout.objects.get(id=id)
if rowdata.empty:
return "","CSV Data File Not Found"