def test_bicycle_events(self):
api_logger.setLevel(logging.DEBUG)
c = CityIq(self.config)
a = c.get_asset('0e5d0a42-8c9e-49fd-9bd7-6ccdf69f840e')
# Clean everything
c._clean_cache(a, 'BICYCLE', '2020-01-01', '2020-02-01')
e = c.get_cached_events(a, 'BICYCLE', '2020-01-10', '2020-01-15')
self.assertEqual(0, len(e))
# Cache events in ranges.
c.cache_events(a, 'BICYCLE', '2020-01-01', '2020-01-05')
e = c.get_cached_events(a, 'BICYCLE', '2020-01-01', '2020-02-01')
self.assertEqual(22942, len(e))
self.assertEqual('2020-01-01', str(e.timestamp.min().date()))
self.assertEqual('2020-01-04', str(e.timestamp.max().date()))
c.cache_events(a, 'BICYCLE', '2020-01-10', '2020-01-15')
c.cache_events(a, 'BICYCLE', '2020-01-20', '2020-01-25')
e = c.get_cached_events(a, 'BICYCLE', '2020-01-01', '2020-02-01')
self.assertEqual(80212, len(e))
self.assertEqual('2020-01-01', str(e.timestamp.min().date()))
self.assertEqual('2020-01-24', str(e.timestamp.max().date()))
c.cache_events(a, 'BICYCLE', '2020-01-04', '2020-01-11')
c.cache_events(a, 'BICYCLE', '2020-01-01', '2020-02-01')
e = c.get_cached_events(a, 'BICYCLE', '2020-01-01', '2020-02-01')
self.assertEqual(177568, len(e))
self.assertEqual('2020-01-01', str(e.timestamp.min().date()))
self.assertEqual('2020-01-31', str(e.timestamp.max().date()))
# Check a subrange.
e = c.get_cached_events(a, 'BICYCLE', '2020-01-10', '2020-01-15')
self.assertEqual(28670, len(e))
self.assertEqual('2020-01-10', str(e.timestamp.min().date()))
self.assertEqual('2020-01-14', str(e.timestamp.max().date()))
c._clean_cache(a, 'BICYCLE', '2020-01-01', '2020-02-01')
e = c.get_cached_events(a, 'BICYCLE', '2020-01-10', '2020-01-15')
self.assertEqual(0, len(e))
def test_async_events(self):
api_logger.setLevel(logging.DEBUG)
c = CityIq(self.config)
assets = list(c.assets_by_event(['PKIN', 'PKOUT']))
self.assertEqual(2590, len(assets))
assets = [
c.get_asset(u) for u in [
'094c05dc-6378-476b-817d-21ba3b99f8ab',
'09741091-c77e-4d61-9a14-d489bd061975',
'09aa6fad-0ae3-4256-906b-8e82c82eeacb',
'09b58810-dd7b-40f2-b183-aef265db4681',
'09f05731-a47e-41e6-970b-9fae943bfd3f',
'09fdcb8e-9498-4c9e-8612-afdfd0487f64',
'0a2f68d2-b283-4835-a775-a209645cebb2',
'0a2ff822-6ba2-4f11-a6a0-b7f080b7ad08',
'0a31fd96-f288-411c-8e50-f07b0b532462',
'0a3e5df5-0738-4f3f-9ab8-1498adfde99c'
]
]
tasks = c.make_tasks(assets, ['PKIN', 'PKOUT'], '2020-01-01',
'2020-02-01')
self.assertEqual(140, len(tasks)) # one per asset/event type
list(c.run_async(tasks))
df = c.get_cached_events(assets, ['PKIN', 'PKOUT'], '2020-01-01',
'2020-02-01')
print(len(df))
print(df.head())