def ride_to_intervals(self, dic):
return k(dic) @ (lambda ride: k(ride['RIDE']['INTERVALS']) @ partial(
map, lambda interval: k(ride['RIDE']['SAMPLES']) @ partial(
filter, lambda data: data['SECS'] >= interval['START'] and
data['SECS'] < interval['STOP']) @ partial(
map, lambda data: {
'SECS': data.get('SECS'),
'WATTS': data.get('WATTS'),
'HR': data.get('HR')
}) @ list @ (lambda x:
(interval['NAME'], x)) @ 'end') @ dict @ 'end'
) @ 'end'
def get_power_history(self):
path = os.path.join(self.gc_folder_path, 'config/power.zones')
with open(path, 'r') as fdesc:
lines = fdesc.read().splitlines()
return k(lines) \
@ partial(map,lambda x: x.split(':')) @ flatten \
@ partial(split_before, pred = lambda x: 'DEFAULTS' in x or '/' in x) \
@ list @ partial(select, lambda x: x[0]!='DEFAULTS') \
@ (lambda l: [{'dateTime': datetime.strptime(x[0],'%Y/%m/%d'),
**( k(x[1:]) @ partial(map,lambda y:
k(y.split('=')) @ partial(map, lambda i: i.strip()) @ tuple @ 'end'
if '=' in y else y)
@ dict @ 'end' ) } for x in l ]) @ 'end'
def get_sleep_info(self, base_date = None, end_date = None):
list_dates = self.split_dates_in_Ns(base_date, end_date, 100)
return k(list_dates) @ partial(map,
lambda x: self.authd_client.time_series('sleep',
base_date=x['base_date'], end_date=x['end_date'])['sleep']) \
@ itertools.chain.from_iterable @ list @ self._sleep_struct \
@ 'end'
def get_intraday_heartrate_info(self, base_date = 'today',
end_date = '1d', detail_level = '1min'):
if end_date == '1d':
return self._intraday_heart_struct([
self.authd_client.intraday_time_series('activities/heart',
base_date=base_date, detail_level = detail_level)])
else:
list_dates = self.date_delimiter_to_range(base_date, end_date)
return k(list_dates) @ partial(map, lambda date:
self.get_intraday_heartrate_info(base_date = date,
end_date = '1d', detail_level = detail_level))\
@ list @ \
(lambda lst: {list(x.keys())[0]: list(x.values())[0] for x in lst})\
@ 'end'
pep = gcApi.get_rides_by_date('2017-03-09', datestr_end = '2017-03-28')
len(list(pep))
pup = gcApi.get_rides_with_note('sloten')
pupu = list(pup)
len(pupu)
pupu[1]['RIDE']['STARTTIME']
dict([('jue', 1),('lol',2)])
gcApi.ride_to_intervals(pupu[0])
pipu = pdw.dictsOfDicts_to_dataframes(gcApi.ride_to_intervals(pupu[0]))
pipu
pipui = pipu.iloc[:,pipu.columns.get_level_values(0) == 'Lap 1 '].get('Lap 1 ').set_index('SECS').reindex(k(pipui.index) @ (lambda x: np.arange(x.min(),x.max()+1)) @ 'end', fill_value = 0)
pipui.plot()
.plot()
pipu.iloc[:,pipu.columns.get_level_values(0) == 'Lap 1 '].plot()
pipu.iloc[:,pipu.columns.get_level_values(0) == 'Lap 1 ']
gcApi.get_power_history()
# %%
# ===========================================
def get_power_at_date(self, date):
return k(self.get_power_history()) \
@ partial(filter, lambda x:
x['dateTime'] < datetime.strptime(date,'%Y-%m-%d'))\
@ last @ 'end'