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added age records to ote-bests

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This commit is contained in:
Sander Roosendaal
2017-12-13 15:37:52 +01:00
parent 098dbb9c4a
commit 451f153983
6 changed files with 431 additions and 13 deletions
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58
rowers/interactiveplots.py
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@@ -1101,7 +1101,8 @@ def interactive_agegroup_plot(df):
return script,div
def interactive_cpchart(rower,thedistances,thesecs,theavpower,
theworkouts,promember=0):
theworkouts,promember=0,
wcpower=[],wcdurations=[]):
message = 0
# plot tools
@@ -1167,11 +1168,23 @@ def interactive_cpchart(rower,thedistances,thesecs,theavpower,
)
# fitting the data to three parameter CP model
fitfunc = lambda pars,x: pars[0]/(1+(x/pars[2])) + pars[1]/(1+(x/pars[3]))
errfunc = lambda pars,x,y: fitfunc(pars,x)-y
p0 = [500,350,10,8000]
wcpower = pd.Series(wcpower)
wcdurations = pd.Series(wcdurations)
# fitting WC data to three parameter CP model
if len(wcdurations)>=4:
p1wc, success = optimize.leastsq(errfunc, p0[:],
args = (wcdurations,wcpower))
else:
p1wc = None
# fitting the data to three parameter CP model
p1 = p0
if len(thesecs)>=4:
@@ -1184,6 +1197,21 @@ def interactive_cpchart(rower,thedistances,thesecs,theavpower,
fitt = pd.Series(10**(4*np.arange(100)/100.))
fitpower = fitfunc(p1,fitt)
if p1wc is not None:
fitpowerwc = 0.95*fitfunc(p1wc,fitt)
fitpowerexcellent = 0.7*fitfunc(p1wc,fitt)
fitpowergood = 0.6*fitfunc(p1wc,fitt)
fitpowerfair = 0.5*fitfunc(p1wc,fitt)
fitpoweraverage = 0.4*fitfunc(p1wc,fitt)
else:
fitpowerwc = 0*fitpower
fitpowerexcellent = 0*fitpower
fitpowergood = 0*fitpower
fitpowerfair = 0*fitpower
fitpoweraverage = 0*fitpower
message = ""
if len(fitpower[fitpower<0]) > 0:
@@ -1203,6 +1231,11 @@ def interactive_cpchart(rower,thedistances,thesecs,theavpower,
),
spm = 0*fitpower,
power = fitpower,
fitpowerwc = fitpowerwc,
fitpowerexcellent = fitpowerexcellent,
fitpowergood = fitpowergood,
fitpowerfair = fitpowerfair,
fitpoweraverage = fitpoweraverage,
fpace = nicepaceformat(fitp2),
)
)
@@ -1281,6 +1314,25 @@ def interactive_cpchart(rower,thedistances,thesecs,theavpower,
plot.line('duration','power',source=sourcepaul,legend="Paul's Law")
plot.line('duration','power',source=sourcecomplex,legend="CP Model",
color='green')
plot.line('duration','fitpowerwc',source=sourcecomplex,
legend="World Class",
color='Maroon',line_dash='dotted')
plot.line('duration','fitpowerexcellent',source=sourcecomplex,
legend="Excellent",
color='Purple',line_dash='dotted')
plot.line('duration','fitpowergood',source=sourcecomplex,
legend="Good",
color='Olive',line_dash='dotted')
plot.line('duration','fitpowerfair',source=sourcecomplex,
legend="Fair",
color='Gray',line_dash='dotted')
plot.line('duration','fitpoweraverage',source=sourcecomplex,
legend="Average",
color='SkyBlue',line_dash='dotted')
script, div = components(plot)