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226
rowers/mailprocessing.py
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226
rowers/mailprocessing.py
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import time
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from django.conf import settings
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from rowers.tasks import handle_sendemail_unrecognized
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from django_mailbox.models import Mailbox,Message,MessageAttachment
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from rowers.models import Workout, User, Rower, WorkoutForm,RowerForm,GraphImage,AdvancedWorkoutForm
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from django.core.files.base import ContentFile
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from rowsandall_app.settings import BASE_DIR
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from rowingdata import rower as rrower
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from rowingdata import main as rmain
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from rowingdata import rowingdata as rrdata
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from rowingdata import TCXParser,RowProParser,ErgDataParser,TCXParserNoHR
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from rowingdata import MysteryParser
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from rowingdata import painsledDesktopParser,speedcoachParser,ErgStickParser
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from rowingdata import SpeedCoach2Parser,FITParser,fitsummarydata
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from rowingdata import make_cumvalues
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from rowingdata import summarydata,get_file_type
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from scipy.signal import savgol_filter
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def rdata(file,rower=rrower()):
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try:
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res = rrdata(file,rower=rower)
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except IOError:
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res = 0
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return res
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def safeprocessattachments():
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try:
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return processattachments()
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except:
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return [0]
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def processattachments():
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res = []
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attachments = MessageAttachment.objects.all()
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for a in attachments:
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donotdelete = 0
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m = Message.objects.get(id=a.message_id)
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from_address = m.from_address[0]
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name = m.subject
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# get a list of users
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theusers = User.objects.filter(email=from_address)
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for u in theusers:
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try:
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rr = Rower.objects.get(user=u.id)
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# move attachment and make workout
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try:
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res += [make_new_workout_from_email(rr,a.document,name)]
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except:
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# replace with code to process error
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res += ['fail: '+name]
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donotdelete = 1
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except Rower.DoesNotExist:
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pass
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# remove attachment
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if donotdelete == 0:
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a.delete()
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if m.attachments.exists()==False:
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# no attachments, so can be deleted
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m.delete()
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mm = Message.objects.all()
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for m in mm:
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if m.attachments.exists()==False:
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m.delete()
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return res
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def make_new_workout_from_email(rr,f2,name,cntr=0):
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workouttype = 'rower'
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f2 = f2.name
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fileformat = get_file_type('media/'+f2)
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if fileformat == 'unknown':
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if settings.DEBUG:
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res = handle_sendemail_unrecognized.delay(f2,
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"roosendaalsander@gmail.com")
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else:
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res = queuehigh.enqueue(handle_sendemail_unrecognized,
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f2,"roosendaalsander@gmail.com")
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return 0
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summary = ''
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# handle non-Painsled
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if (fileformat != 'csv'):
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# handle RowPro:
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if (fileformat == 'rp'):
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row = RowProParser('media/'+f2)
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# handle TCX
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if (fileformat == 'tcx'):
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row = TCXParser('media/'+f2)
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# handle Mystery
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if (fileformat == 'mystery'):
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row = MysteryParser('media/'+f2)
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# handle TCX no HR
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if (fileformat == 'tcxnohr'):
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row = TCXParserNoHR('media/'+f2)
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# handle ErgData
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if (fileformat == 'ergdata'):
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row = ErgDataParser('media/'+f2)
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# handle painsled desktop
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if (fileformat == 'painsleddesktop'):
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row = painsledDesktopParser('media/'+f2)
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# handle speed coach GPS
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if (fileformat == 'speedcoach'):
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row = speedcoachParser('media/'+f2)
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# handle speed coach GPS 2
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if (fileformat == 'speedcoach2'):
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row = SpeedCoach2Parser('media/'+f2)
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# handle ErgStick
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if (fileformat == 'ergstick'):
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row = ErgStickParser('media/'+f2)
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# handle FIT
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if (fileformat == 'fit'):
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row = FITParser('media/'+f2)
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s = fitsummarydata('media/'+f2)
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s.setsummary()
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summary = s.summarytext
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timestr = time.strftime("%Y%m%d-%H%M%S")
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filename = timestr+str(cntr)+'o.csv'
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row.write_csv('media/'+filename)
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f2 = filename
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# make workout and put in database
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#r = rrower(hrmax=rr.max,hrut2=rr.ut2,
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# hrut1=rr.ut1,hrat=rr.at,
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# hrtr=rr.tr,hran=rr.an)
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row = rdata('media/'+f2) #,rower=r)
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if row == 0:
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return 0
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# change filename
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if f2[:5] != 'media':
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timestr = time.strftime("%Y%m%d-%H%M%S")
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f2 = 'media/'+timestr+str(cntr)+'o.csv'
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# auto smoothing
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pace = row.df[' Stroke500mPace (sec/500m)'].values
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velo = 500./pace
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f = row.df['TimeStamp (sec)'].diff().mean()
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windowsize = 2*(int(10./(f)))+1
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if not 'originalvelo' in row.df:
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row.df['originalvelo'] = velo
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if windowsize > 3:
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velo2 = savgol_filter(velo,windowsize,3)
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else:
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velo2 = velo
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pace2 = 500./abs(velo2)
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row.df[' Stroke500mPace (sec/500m)'] = pace2
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row.df = row.df.fillna(0)
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row.write_csv(f2)
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# recalculate power data
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if workouttype == 'rower' or workouttype == 'dynamic' or workouttype == 'slides':
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try:
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row.erg_recalculatepower()
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# row.spm_fromtimestamps()
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row.write_csv(f2)
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except:
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pass
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if fileformat != 'fit':
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summary = row.summary()
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summary += '\n'
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summary += row.intervalstats_painsled()
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averagehr = row.df[' HRCur (bpm)'].mean()
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maxhr = row.df[' HRCur (bpm)'].max()
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totaldist = row.df['cum_dist'].max()
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totaltime = row.df['TimeStamp (sec)'].max()-row.df['TimeStamp (sec)'].min()
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totaltime = totaltime+row.df.ix[0,' ElapsedTime (sec)']
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hours = int(totaltime/3600.)
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minutes = int((totaltime - 3600.*hours)/60.)
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seconds = int(totaltime - 3600.*hours - 60.*minutes)
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tenths = int(10*(totaltime - 3600.*hours - 60.*minutes - seconds))
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duration = "%s:%s:%s.%s" % (hours,minutes,seconds,tenths)
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workoutdate = row.rowdatetime.strftime('%Y-%m-%d')
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workoutstarttime = row.rowdatetime.strftime('%H:%M:%S')
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notes = 'imported through email'
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w = Workout(user=rr,name=name,date=workoutdate,
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workouttype=workouttype,
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duration=duration,distance=totaldist,
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weightcategory=rr.weightcategory,
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starttime=workoutstarttime,
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csvfilename=f2,notes=notes,summary=summary,
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maxhr=maxhr,averagehr=averagehr,
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startdatetime=row.rowdatetime)
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w.save()
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return 1
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