Example #1
0
	def get_duration(self, workout):
		duration = 0
		self.duration = utils.sGet(workout, 'duration')/60000
		self.pace_vec = []
		try:
			for item in workout['history']:
				if item['type'] == "SPEED" and item['intervalUnit'] == "SEC":
					self.duration = len(item['values']) * item['intervalMetric'] / 60.
					self.pace_vec = item['values']
		except:
			self.duration = 0
		print "Duration: ", self.duration
Example #2
0
	def loadRawData(self, activity, workout):
		self.id = utils.sGet(activity, 'activityId')
		self.distance = utils.sGet(activity, 'distance')
		self.calories = utils.sGet(activity, 'calories')
		self.fuel = utils.sGet(activity, 'fuel')
		self.gender = utils.sGet(workout, 'gender')
		
		self.get_duration(activity)
		# Minutes per mile
		try:
			self.avg_pace = self.duration/(self.distance/1.6)
		except:
			self.avg_pace = 0
		self.status = utils.sGet(activity, 'status')
		self.date = utils.sGet(activity, 'startTimeUtc')
		self.time_zone = utils.sGet(activity, 'timeZone')
Example #3
0
import utils
import json 
from DataObjects import *
import numpy as np

file = open("crappy_workout_json.txt", "r")
out = open("clean_data.txt", 'w')

athletes = []

i = 0
for line in file:
	i += 1
	data = utils.sLoad(line)
	user = Athlete(utils.sGet(data, 'user_id'))
	invalidUser = False
	workouts = utils.sGet(data, 'workouts')
	if not workouts: 
		continue
	for w in workouts:
		activity = utils.sGet(w, 'activity')
		if not activity:
			print "Missing activity information, skipping..."
			invalidUser = True
			break
		workout = Workout()
		workout.loadRawData(activity, w)
		#print "Workout: %s, distance: %f"%(workout.id, workout.distance)
		user.addWorkout(workout)
		
	if invalidUser:
Example #4
0
	def loadObject(self, data):
		self.id = data['id']
		self.gender = utils.sGet(data, 'gender')
		for w in data['workouts']:
			workout = Workout()
			self.workouts.append(workout.loadObject(w))