sort of saves files

rowers/garmin_stuff.py

@@ -8,6 +8,8 @@ from rowers.mytypes import otwtypes
 from rowers.rower_rules import is_workout_user,ispromember
 from iso8601 import ParseError
 
+import pandas as pd
+
 import numpy
 import json
 from json.decoder import JSONDecodeError
@@ -27,6 +29,7 @@ from rowers.models import C2WorldClassAgePerformance,Rower,Workout,TombStone
 from django.core.exceptions import PermissionDenied
 
 from rowers.utils import custom_exception_handler,NoTokenError
+from rowingdata import rowingdata
 
 oauth_data = {
     'client_id': GARMIN_CLIENT_KEY,
@@ -43,6 +46,18 @@ oauth_data = {
     'headers': 'Authorization: OAuth oauth_version="1.0"'
     }
 
+columns = {
+    'startTimeInSeconds':'TimeStamp (sec)',
+    'latitudeinDegree':' latitude',
+    'longitudeInDegree':' longitude',
+    'heartRate':' HRCur (bpm)',
+    'speedMetersPerSecond':' AverageBoatSpeed (m/s)',
+    'totalDistanceInMeters':' Horizontal (meters)',
+    'clockDurationInSeconds':' ElapsedTime (sec)',
+    'powerInWatts':' Power (watts)',
+    'bikeCadenceInRPM':' Cadence (stokes/min)',
+}
+
 def garmin_authorize():
     redirect_uri = oauth_data['redirect_uri']
     client_secret = oauth_data['client_secret']
@@ -110,51 +125,100 @@ def get_garmin_workout_list(user):
 
     return result
 
+def garmin_getworkout(garminid,r,activity):
+    starttime = activity['startTimeInSeconds']
+    startdatetime = arrow.get(starttime)
+    durationseconds = activity['durationInSeconds']
+    duration = dataprep.totaltime_sec_to_string(durationseconds)
+    activitytype = activity['activityType']
+    name = 'Imported from Garmin'
+    date = startdatetime.date()
+    try:
+        distance = activity['distanceInMeters']
+    except KeyError:
+        distance = 0
+    try:
+        averagehr = activity['averageHeartRateInBeatsPerMinute']
+        maxhr = activity['maxHeartRateInBeatsPerMinute']
+    except KeyError:
+        averagehr = 0
+        maxhr = 0
+    try:
+        w = Workout.objects.get(uploadedtogarmin=garminid)
+    except Workout.DoesNotExist:
+        newcsvfile='media/garmin{code}_{importid}.csv'
+        w = Workout(user=r,csvfilename=newcsvfile)
+    w.startdatetime = datetime.datetime(
+        year=startdatetime.year,
+        month=startdatetime.month,
+        day=startdatetime.day,
+        hour=startdatetime.hour,
+        minute=startdatetime.minute,
+        second=startdatetime.second,
+        tzinfo=startdatetime.tzinfo)
+    w.starttime = startdatetime.time()
+    try:
+        w.duration = datetime.datetime.strptime(duration,"%H:%M:%S.%f").time()
+    except ValueError:
+        w.duration = datetime.datetime.strptime(duration,"%H:%M:%S")
+    try:
+        w.workouttype = mytypes.garminmappinginv[activitytype]
+    except KeyError:
+        w.workouttype = 'other'
+    w.name = name
+    w.date = date
+    w.distance = distance
+
+    w.save()
+
+
+    return w
+
+def garmin_workouts_from_details(activities):
+    for activity in activities:
+        garmintoken = activity['userAccessToken']
+        try:
+            r = Rower.objects.get(garmintoken=garmintoken)
+            garminid = activity['summaryId'][:-7]
+            summary = activity['summary']
+            w = garmin_getworkout(garminid,r,summary)
+            samples = activity['samples']
+            df = pd.DataFrame(samples)
+            df.rename(columns=columns,inplace=True)
+            try:
+                pace = 500./df[' AverageBoatSpeed (m/s)']
+            except KeyError:
+                pace = 0
+                df[' AverageBoatSpeed (m/s)'] = 0
+            df[' Stroke500mPace (sec/500m)'] = pace
+            try:
+                spm = df[' Cadence (stokes/min)']
+            except KeyError:
+                df[' Cadence (stokes/min)'] = 0
+            df['cum_dist'] = df[' Horizontal (meters)']
+            try:
+                power = df[' Power (watts)']
+            except KeyError:
+                df[' Power (watts)'] = 0
+            df[' AverageDriveForce (lbs)'] = 0
+            df[' DriveLength (meters)'] = 0
+            df[' PeakDriveForce (lbs)'] = 1
+            df[' DriveTime (ms)'] = 0
+            rowdata = rowingdata(df=df)
+            rowdata.write_csv(w.csvfilename,gzip=True)
+            data = dataprep.dataprep(rowdata.df,id=w.id)
+        except Rower.DoesNotExist:
+            pass
+
+    return 1
+
 def garmin_workouts_from_summaries(activities):
     for activity in activities:
         garmintoken = activity['userAccessToken']
         try:
             r = Rower.objects.get(garmintoken=garmintoken)
-            starttime = activity['startTimeInSeconds']
-            startdatetime = arrow.get(starttime)
-            durationseconds = activity['durationInSeconds']
-            duration = dataprep.totaltime_sec_to_string(durationseconds)
-            activitytype = activity['activityType']
-            name = 'Imported from Garmin'
-            date = startdatetime.date()
-            try:
-                distance = activity['durationInMeters']
-            except KeyError:
-                distance = 0
-            try:
-                averagehr = activity['averageHeartRateInBeatsPerMinute']
-                maxhr = activity['maxHeartRateInBeatsPerMinute']
-            except KeyError:
-                averagehr = 0
-                maxhr = 0
-            uploadedtogarmin = activity['summaryId']
-            try:
-                w = Workout.objects.get(uploadedtogarmin=uploadedtogarmin)
-            except Workout.DoesNotExist:
-                newcsvfile='media/garmin{code}_{importid}.csv'
-                w = Workout(user=r,csvfilename=newcsvfile)
-            w.startdatetime = datetime.datetime(
-                year=startdatetime.year,
-                month=startdatetime.month,
-                day=startdatetime.day,
-                hour=startdatetime.hour,
-                minute=startdatetime.minute,
-                second=startdatetime.second,
-                tzinfo=startdatetime.tzinfo)
-            w.starttime = startdatetime.time()
-            w.duration = duration
-            try:
-                w.workouttype = mytypes.garminmappinginv[activitytype]
-            except KeyError:
-                w.workouttype = 'other'
-            w.name = name
-            w.date = date
-            w.save()
+            id = activity['summaryId']
+            w = garmin_getworkout(id,r,activity)
         except Rower.DoesNotExist:
             pass