def get_garmin_data(username, password):
# input: username and passwrod
# output: normalised pandas df containing garmain connect data of username
# connect garmin client
client = Garmin(username, password)
client.login()
activities = client.get_activities(0, 1000)
# store as dataframe
df = pd.DataFrame(activities)
# make data useable
wanted = [
'activityId', 'activityName', 'startTimeLocal', 'distance', 'duration',
'elevationGain', 'elevationLoss', 'averageSpeed', 'maxSpeed',
'calories', 'averageHR', 'maxHR',
'averageRunningCadenceInStepsPerMinute',
'averageBikingCadenceInRevPerMinute',
'averageSwimCadenceInStrokesPerMinute', 'aerobicTrainingEffect',
'anaerobicTrainingEffect'
]
df = df[df.columns.intersection(wanted)]
df['duration'] = df['duration'].div(60).round(2)
df['activityType'] = df['activityName'].str.split(' ').str[-1]
df['startTimeLocal'] = pd.to_datetime(df['startTimeLocal'],
errors='coerce')
df['startTimeLocal'] = df['startTimeLocal'].dt.date
return df
GarminConnectTooManyRequestsError,
) as err:
print(
"Error occurred during Garmin Connect Client get stats and body composition: %s"
% err)
quit()
except Exception: # pylint: disable=broad-except
print(
"Unknown error occurred during Garmin Connect Client get stats and body composition"
)
quit()
"""
Get activities data
"""
try:
activities = client.get_activities(0, 1) # 0=start, 1=limit
print(activities)
except (
GarminConnectConnectionError,
GarminConnectAuthenticationError,
GarminConnectTooManyRequestsError,
) as err:
print("Error occurred during Garmin Connect Client get activities: %s" %
err)
quit()
except Exception: # pylint: disable=broad-except
print("Unknown error occurred during Garmin Connect Client get activities")
quit()
"""
Download an Activity
"""
quit()
try:
client.login()
except (
GarminConnectConnectionError,
GarminConnectAuthenticationError,
GarminConnectTooManyRequestsError,
) as err:
print("Error occurred during Garmin Connect Client login: %s" % err)
quit()
except Exception: # pylint: disable=broad-except
print("Unknown error occurred during Garmin Connect Client login")
quit()
activities = client.get_activities(0, 1000)
act = [[e['activityId'], e['startTimeLocal'], e['distance'], e['averageHR']]
for e in activities if e['activityType']['typeKey'] == 'running']
for i, el in enumerate(act):
hr_timezones = client.get_activity_hr_in_timezones(el[0])
total_time = sum([e['secsInZone'] for e in hr_timezones])
act[i].append(total_time)
zones_1_2 = sum(
[e['secsInZone']
for e in hr_timezones if e['zoneNumber'] in [1, 2]]) / total_time
act[i].append(zones_1_2)
df = pd.DataFrame(act,
columns=[
'activityId', 'date', 'distance', 'averageHR',
except (
GarminConnectConnectionError,
GarminConnectAuthenticationError,
GarminConnectTooManyRequestsError,
) as err:
print(
"Error occured during Garmin Connect Client get stats and body composition: %s"
% err)
quit()
except Exception: # pylint: disable=broad-except
print(
"Unknown error occured during Garmin Connect Client get stats and body composition"
)
quit()
"""
Get activities data
"""
try:
print(client.get_activities(0, 1)) # 0=start, 1=limit
except (
GarminConnectConnectionError,
GarminConnectAuthenticationError,
GarminConnectTooManyRequestsError,
) as err:
print("Error occured during Garmin Connect Client get activities: %s" %
err)
quit()
except Exception: # pylint: disable=broad-except
print("Unknown error occured during Garmin Connect Client get activities")
quit()