def setUp(self):
"""
Before each test, set up a environment.
"""
self.memcached_key = ('get_data', '()', '{}')
utils.memcached_data = {}
utils.get_data()
def test_group_by_weekday(self):
"""
Test of group_by_weekday
"""
self.assertDictEqual(
utils.group_by_weekday(utils.get_data()[10]),
{
0: [],
1: [30047],
2: [24465],
3: [23705],
4: [],
5: [],
6: []
}
)
self.assertDictEqual(
utils.group_by_weekday(utils.get_data()[11]),
{
0: [24123],
1: [16564],
2: [25321],
3: [22969, 22999],
4: [6426],
5: [],
6: []
}
)
def setUp(self):
"""
Before each test, set up a environment.
"""
self.memcached_key = ('get_data', '()', '{}')
utils.memcached_data = {}
utils.get_data()
def test_cache(self):
"""
Test if cache works.
"""
data_uncached = utils.get_data()
os.rename(main.app.config['DATA_CSV'],
main.app.config['DATA_CSV']+"_bckp")
try:
data_cached = utils.get_data()
except:
data_cached.clear()
# check if cached data is retrieved corretly
self.assertEqual(data_uncached, data_cached)
time.sleep(20)
try:
data_cached = utils.get_data()
except:
data_cached.clear()
#check if unable to retrieve data after cache timeout
self.assertNotEqual(data_uncached, data_cached)
os.rename(main.app.config['DATA_CSV']+"_bckp",
main.app.config['DATA_CSV'])
def test_group_by_weekday_start_end(self):
"""
Test of group_by_weekday_start_end
"""
self.assertDictEqual(
utils.group_by_weekday_start_end(utils.get_data()[10]),
{
0: {'start': [], 'end': []},
1: {'start': [34745], 'end': [64792]},
2: {'start': [33592], 'end': [58057]},
3: {'start': [38926], 'end': [62631]},
4: {'start': [], 'end': []},
5: {'start': [], 'end': []},
6: {'start': [], 'end': []}
}
)
self.assertDictEqual(
utils.group_by_weekday_start_end(utils.get_data()[11]),
{
0: {'start': [33134], 'end': [57257]},
1: {'start': [33590], 'end': [50154]},
2: {'start': [33206], 'end': [58527]},
3: {'start': [37116, 34088], 'end': [60085, 57087]},
4: {'start': [47816], 'end': [54242]},
5: {'start': [], 'end': []},
6: {'start': [], 'end': []}
}
)
def test_get_data_cache(self):
"""
Test caching function for parsing of CSV file.
Checking data is identical.
"""
data = utils.get_data()
time.sleep(3)
data2 = utils.get_data()
self.assertEqual(data, data2)
def test_cache(self):
"""
Test caching decorator.
"""
utils.get_data()
timeout1 = utils.cache['((t(dp0\ntp1\n.']['timeout']
self.assertEqual(
utils.cache['((t(dp0\ntp1\n.']['value'], {
10: {
datetime.date(2013, 9, 10): {
'start': datetime.time(9, 39, 5),
'end': datetime.time(17, 59, 52)
},
datetime.date(2013, 9, 12): {
'start': datetime.time(10, 48, 46),
'end': datetime.time(17, 23, 51)
},
datetime.date(2013, 9, 11): {
'start': datetime.time(9, 19, 52),
'end': datetime.time(16, 7, 37)
}
},
11: {
datetime.date(2013, 9, 13): {
'start': datetime.time(13, 16, 56),
'end': datetime.time(15, 4, 2)
},
datetime.date(2013, 9, 12): {
'start': datetime.time(10, 18, 36),
'end': datetime.time(16, 41, 25)
},
datetime.date(2013, 9, 11): {
'start': datetime.time(9, 13, 26),
'end': datetime.time(16, 15, 27)
},
datetime.date(2013, 9, 10): {
'start': datetime.time(9, 19, 50),
'end': datetime.time(13, 55, 54)
},
datetime.date(2013, 9, 9): {
'start': datetime.time(9, 12, 14),
'end': datetime.time(15, 54, 17)
},
datetime.date(2013, 9, 5): {
'start': datetime.time(9, 28, 8),
'end': datetime.time(15, 51, 27)
}
}
})
self.assertNotEqual(utils.cache, {})
utils.get_data()
timeout2 = utils.cache['((t(dp0\ntp1\n.']['timeout']
self.assertEqual(timeout1, timeout2)
def test_caching(self):
"""
Check of caching decorator works correctly.
"""
data = utils.get_data()
main.app.config.update({
'DATA_CSV': TEST_DATA_CSV_2,
})
new_data = utils.get_data()
self.assertDictEqual(data, new_data)
def test_get_data_caching(self):
"""
Test caching of get_data method.
"""
data = utils.get_data()
main.app.config.update({
'DATA_CSV': TEST_DATA_CSV_2,
})
data_cached = utils.get_data()
self.assertDictEqual(data, data_cached)
def test_cache(self):
"""
Test cache.
"""
utils.CACHE = {}
data1 = utils.get_data()
data2 = {}
self.assertNotEqual(data1, data2)
data2 = utils.get_data()
self.assertEqual(data1, data2)
self.assertIsInstance(data1, dict)
def test_invalid_data_handled(self, mocked_log):
"""
On introduction of invalid data logger with message 'Problem with line 0' should be called.
"""
main.app.config.update({'DATA_CSV': INVALID_FORMAT_TEST_DATA})
with self.assertRaises(UnboundLocalError):
utils.get_data()
self.assertEqual(mocked_log.debug.call_count, 1)
self.assertEqual(mocked_log.debug.call_args[0],
('Problem with line %d: ', 0))
def test_get_data_cache(self):
data = utils.get_data()
self.assertDictEqual(data, utils.CACHE[0]['data'])
main.app.config.update({'DATA_CSV': TEST_CACHE_DATA_CSV1})
data = utils.get_data()
self.assertDictEqual(data, utils.CACHE[0]['data'])
utils.CACHE = {}
data = utils.get_data()
self.assertDictEqual(data, utils.CACHE[0]['data'])
def test_cache(self):
"""
Cache test.
"""
first_data = utils.get_data()
main.app.config.update({'DATA_CSV': TEST_CACHE_DATA_CSV})
second_data = utils.get_data()
self.assertDictEqual(first_data, second_data)
utils.CACHE = {}
second_data = utils.get_data()
self.assertNotEqual(first_data, second_data)
utils.CACHE = {}
def test_cache_get_data(self):
"""
Test Caching decorator to global variable.
"""
data = utils.get_data()
main.app.config.update({'DATA_CSV': TEST_CACHE_DATA})
cache_data = utils.get_data()
self.assertEqual(data, cache_data)
utils.CACHE = {}
utils.TIMESTAMPS = {}
new_data = utils.get_data()
self.assertNotEqual(data, new_data)
def test_caching(self):
"""
Check of caching decorator works correctly.
"""
data = utils.get_data()
main.app.config.update(
{
'DATA_CSV': TEST_DATA_CSV_2,
}
)
new_data = utils.get_data()
self.assertDictEqual(data, new_data)
def test_get_data(self):
"""
Test parsing of CSV file.
"""
self.assertIsInstance(utils.get_data(), dict)
self.assertItemsEqual(utils.get_data().keys(), [10, 11])
sample_date = datetime.date(2013, 9, 10)
self.assertIn(sample_date, utils.get_data()[10])
self.assertItemsEqual(utils.get_data()[10][sample_date].keys(),
['start', 'end'])
self.assertEqual(utils.get_data()[10][sample_date]['start'],
datetime.time(9, 39, 5))
def test_cache(self):
"""
Test cache function
"""
data1 = utils.get_data()
main.app.config.update({'DATA_CSV': TEST_CACHE_CSV})
data2 = utils.get_data()
self.assertEqual(data1, data2)
utils.CACHE = {}
data2 = utils.get_data()
self.assertNotEqual(data1, data2)
self.assertIsInstance(data1, dict)
self.assertIsInstance(data2, dict)
utils.CACHE = {}
def test_cache(self):
"""
Test cache function
"""
data1 = utils.get_data()
main.app.config.update({'DATA_CSV': TEST_CACHE_CSV})
data2 = utils.get_data()
self.assertEqual(data1, data2)
utils.CACHE = {}
data2 = utils.get_data()
self.assertNotEqual(data1, data2)
self.assertIsInstance(data1, dict)
self.assertIsInstance(data2, dict)
utils.CACHE = {}
def test_recaching_get_data(self):
"""
Test re-caching of get_data().
"""
then = datetime.datetime.now() - datetime.timedelta(seconds=600)
utils.memcached_data[self.memcached_key]['exp_date'] = then
utils.get_data()
self.assertNotEqual(
utils.memcached_data[self.memcached_key]['exp_date'], then)
now = utils.memcached_data[self.memcached_key]['exp_date']
utils.get_data()
self.assertEqual(utils.memcached_data[self.memcached_key]['exp_date'],
now)
def test_cache(self):
"""
Test caching of CSV file
"""
result = utils.get_data()
main.app.config.update({'DATA_CSV': TEST_CACHE_CSV})
result_cached = utils.get_data()
self.assertEqual(result_cached, result)
utils.TIME = {}
utils.CACHE = {}
new_result = utils.get_data()
self.assertNotEqual(new_result, result)
main.app.config.update({'DATA_CSV': TEST_DATA_CSV})
utils.TIME = {}
utils.CACHE = {}
def test_get_data_broken_datasource(self):
"""
Test parsing of CSV file - testing broken data (bad types).
"""
main.app.config.update({'DATA_CSV': TEST_BROKEN_DATA_CSV})
data_broken = utils.get_data()
self.assertEqual(len(data_broken[11]), 5)
def users_view():
"""
Users listing for dropdown consisting of user_id, name and image url. If user data can be found
in USERS_XML_FILE, user's actual name is used and image_url is added. Otherwise, id is used and
avatar_url is set to null.
"""
data = get_data()
users_data = get_user_data()
named_users = []
unnamed_users = []
for i in data.keys():
try:
named_users.append({
'user_id': i,
'name': users_data[i]['name'],
})
except KeyError:
unnamed_users.append({
'user_id': i,
'name': 'User {}'.format(str(i)),
})
named_users.sort(key=lambda user_name: user_name['name'],
cmp=locale.strcoll)
# Users without names should be sorted by ID which is part of their 'names' like User 10.
unnamed_users.sort(key=lambda user_id: int(user_id['name'].split()[1]))
return named_users + unnamed_users
def test_group_by_weekday(self):
"""
Test grouping dates by weekdays.
"""
data = utils.get_data()
weekdays = utils.group_by_weekday(data[10])
self.assertEqual(weekdays[0][0], 30927)
def test_group_start_end_weekday(self):
data = utils.get_data()
start_end_data = utils.group_start_end_weekday(data[10])
self.assertListEqual(start_end_data, [{
'start': [],
'end': []
}, {
'start': [34745],
'end': [64792]
}, {
'start': [33592],
'end': [58057]
}, {
'start': [38926],
'end': [62631]
}, {
'start': [],
'end': []
}, {
'start': [],
'end': []
}, {
'start': [],
'end': []
}])
def users_view():
"""Users listing for dropdown."""
data = get_data()
return [{
'user_id': i,
'name': 'User {0}'.format(str(i))
} for i in data.keys()]
def users_view():
"""
Users listing for dropdown.
"""
data = get_data()
return [{'user_id': i, 'name': 'User {0}'.format(str(i))}
for i in data.keys()]
def presence_top_5_users_monthly_view(month): # pylint: disable=invalid-name
"""
Return 5 users from top of mean presence by month.
"""
months = calendar.month_name[1:]
if month not in months:
abort(404)
data_xml = get_data_xml()
data = get_data()
result = []
for user_id in data_xml:
result.append(
{
'avatar': data_xml[user_id]['avatar'],
'user_id': user_id,
'name': data_xml[user_id]['name'],
'mean': mean_by_month(
data.get(user_id, [])
)[months.index(month)],
}
)
return sorted(
result,
key=lambda sort_by: sort_by['mean'],
reverse=True
)[:5]
def test_group_start_end_by_weekday(self):
"""
Test grouping starts and ends by weekday
"""
data = utils.get_data()
result = utils.group_start_end_by_weekday(data[10])
self.assertDictContainsSubset(result, {
0: {'end': [], 'start': []},
1: {
'end': [datetime.time(17, 59, 52)],
'start': [datetime.time(9, 39, 5)]
},
2: {
'end': [datetime.time(16, 7, 37)],
'start': [datetime.time(9, 19, 52)]
},
3: {
'end': [datetime.time(17, 23, 51)],
'start': [datetime.time(10, 48, 46)]
},
4: {'end': [], 'start': []},
5: {'end': [], 'start': []},
6: {'end': [], 'start': []}}
)
def monthly_hours_view(user_id):
data = get_data()
if user_id not in data:
log.debug('User %s not found!', user_id)
return 404
return monthly_hours(data[user_id])
def test_group_by_weekday(self):
"""Test groups entries by weekday"""
data = utils.get_data()
result = utils.group_by_weekday(data[10])
self.assertEqual(len(result), 7)
self.assertIsInstance(result, dict)
self.assertIsInstance(result[2], list)
self.assertDictEqual(result, {
0: [],
1: [utils.interval
(data[10][datetime.date(2013, 9, 10)]['start'],
data[10][datetime.date(2013, 9, 10)]['end']
)
],
2: [utils.interval
(data[10][datetime.date(2013, 9, 11)]['start'],
data[10][datetime.date(2013, 9, 11)]['end']
)
],
3: [utils.interval
(data[10][datetime.date(2013, 9, 12)]['start'],
data[10][datetime.date(2013, 9, 12)]['end']
)
],
4: [],
5: [],
6: [],
}
)
self.assertEqual(len(result[3]), 1)
def test_get_data_broken_datasource2(self):
"""
Test parsing of CSV file - testing broken data (additional column).
"""
main.app.config.update({'DATA_CSV': TEST_BROKEN_DATA2_CSV})
data_broken2 = utils.get_data()
self.assertEqual(len(data_broken2), 0)
def test_count_avg_group_by_weekday(self):
"""
Testing returned presence starts, ends by weekday.
"""
sample_data = utils.get_data()
test_data = utils.count_avg_group_by_weekday(
sample_data[10],
)
self.assertEqual(
test_data, {
0: {'start': [], 'end': []},
1: {'start': [34745], 'end': [64792]},
2: {'start': [33592], 'end': [58057]},
3: {'start': [38926], 'end': [62631]},
4: {'start': [], 'end': []},
5: {'start': [], 'end': []},
6: {'start': [], 'end': []},
}
)
test_data = utils.count_avg_group_by_weekday(
sample_data[11],
)
self.assertAlmostEqual(
test_data, {
0: {'start': [33134], 'end': [57257]},
1: {'start': [33590], 'end': [50154]},
2: {'start': [33206], 'end': [58527]},
3: {'start': [37116, 34088], 'end': [60085, 57087]},
4: {'start': [47816], 'end': [54242]},
5: {'start': [], 'end': []},
6: {'start': [], 'end': []},
}
)
def test_group_by_weekday(self):
"""
Testing groups presence entries by weekday
"""
import_data = utils.get_data()
# user_10
user_10 = utils.group_by_weekday(import_data[10])
self.assertEqual(user_10.keys(), range(7))
self.assertDictEqual(user_10, {
0: [],
1: [30047],
2: [24465],
3: [23705],
4: [],
5: [],
6: [],
})
# user_11
user_11 = utils.group_by_weekday(import_data[11])
self.assertEqual(user_11.keys(), range(7))
self.assertDictEqual(user_11, {
0: [24123],
1: [16564],
2: [25321],
3: [22969, 22999],
4: [6426],
5: [],
6: [],
})
def test_get_data_corrupted_id_as_list(self, csv_reader):
"""
Test if method log problem for corrupted id
"""
csv_reader.return_value = [
[[1, 2], '2013-09-13', '13:16:56', '13:16:56']]
self.assertEqual(utils.get_data(), {})
def test_mean_group_by_weekday_seconds(self):
"""
Testing groups presence entries by weekday with seconds
"""
import_data = utils.get_data()
# user_10
user_10 = utils.mean_group_by_weekday_seconds(import_data[10])
self.assertEqual(user_10.keys(), range(7))
self.assertDictEqual(user_10, {
0: {'end': [], 'start': []},
1: {'end': [64792], 'start': [34745]},
2: {'end': [58057], 'start': [33592]},
3: {'end': [62631], 'start': [38926]},
4: {'end': [], 'start': []},
5: {'end': [], 'start': []},
6: {'end': [], 'start': []}
})
# user_11
user_11 = utils.mean_group_by_weekday_seconds(import_data[11])
self.assertEqual(user_11.keys(), range(7))
self.assertDictEqual(user_11, {
0: {'end': [57257], 'start': [33134]},
1: {'end': [50154], 'start': [33590]},
2: {'end': [58527], 'start': [33206]},
3: {'end': [60085, 57087], 'start': [37116, 34088]},
4: {'end': [54242], 'start': [47816]},
5: {'end': [], 'start': []},
6: {'end': [], 'start': []}
})
def test_group_by_weekday(self):
"""
Test if function correctly groups by weekdays.
"""
data = utils.get_data()
li = [[], [30047], [24465], [23705], [], [], []]
self.assertEqual(utils.group_by_weekday(data[10]), li)
def test_group_by_start_end(self):
"""Test group by start-end"""
data = utils.get_data()
self.assertIsNotNone(data)
result = utils.group_by_start_end(data[11])
self.assertIsNotNone(result)
self.assertIsInstance(data, dict)
self.assertEqual(len(result), 7)
self.assertDictEqual(result, {
0: {'start': [33134], 'end': [57257]},
1: {'start': [33590], 'end': [50154]},
2: {'start': [33206], 'end': [58527]},
3: {'start': [37116, 34088], 'end': [60085, 57087]},
4: {'start': [47816], 'end': [54242]},
5: {'start': [], 'end': []},
6: {'start': [], 'end': []}
}
)
result = utils.group_by_start_end(data[10])
self.assertIsNotNone(result)
self.assertIsInstance(data, dict)
self.assertEqual(len(result), 7)
self.assertDictEqual(result, {
0: {'start': [], 'end': []},
1: {'start': [34745], 'end': [64792]},
2: {'start': [33592], 'end': [58057]},
3: {'start': [38926], 'end': [62631]},
4: {'start': [], 'end': []},
5: {'start': [], 'end': []},
6: {'start': [], 'end': []}
}
)
def test_group_by_weekday(self):
"""
Test grouping presences by weekday.
"""
test_data = {
datetime.date(2017, 4, 18): {
'start': datetime.time(8, 15, 0),
'end': datetime.time(16, 0, 0),
},
datetime.date(2017, 4, 19): {
'start': datetime.time(13, 21, 30),
'end': datetime.time(15, 4, 2),
},
}
self.assertEqual([[], [27900], [6152], [], [], [], []],
utils.group_by_weekday(test_data))
# more dates for weekday 1 to test if they are counted
test_data[datetime.date(2017, 4, 25)] = {
'start': datetime.time(0, 0, 0),
'end': datetime.time(0, 0, 0),
}
test_data[datetime.date(2017, 4, 11)] = {
'start': datetime.time(8, 0, 0),
'end': datetime.time(16, 0, 0),
}
self.assertEqual(3, len(utils.group_by_weekday(test_data)[1]))
data = utils.get_data()
self.assertEqual([[], [30047], [24465], [23705], [], [], []],
utils.group_by_weekday(data[10]))
self.assertEqual(
[[24123], [16564], [25321], [22969, 22999], [6426], [], []],
utils.group_by_weekday(data[11]))
def test_group_by_weekday(self):
"""
Test groups precence entries by weekday
"""
box = utils.get_data()
data = utils.group_by_weekday(box[10])
self.assertIsInstance(data, dict)
sample_data = {
0: [],
1: [30047],
2: [24465],
3: [23705],
4: [],
5: [],
6: [],
}
self.assertDictEqual(data, sample_data)
data = utils.group_by_weekday(box[11])
self.assertIsInstance(data, dict)
sample_data = {
0: [24123],
1: [16564],
2: [25321],
3: [22969, 22999],
4: [6426],
5: [],
6: [],
}
self.assertDictEqual(data, sample_data)
def test_group_by_weekday(self):
"""
Test if function is grouping by weekdays.
"""
data = utils.get_data()
expected = {
0: [],
1: [30047],
2: [24465],
3: [23705],
4: [],
5: [],
6: [],
}
expected_2 = {
0: [24123],
1: [16564],
2: [25321],
3: [22969, 22999],
4: [6426],
5: [],
6: [],
}
self.assertDictEqual(utils.group_by_weekday(data[10]), expected)
self.assertDictEqual(utils.group_by_weekday(data[11]), expected_2)
def test_group_start_end_by_weekday(self):
"""
Test grouping start and end time by weekday
"""
expected_result = {
0: {
'starts': [], 'ends': []
},
1: {
'starts': [34745], 'ends': [64792]
},
2: {
'starts': [33592], 'ends': [58057]
},
3: {
'starts': [38926], 'ends': [62631]
},
4: {
'starts': [], 'ends': []
},
5: {
'starts': [], 'ends': []
},
6: {
'starts': [], 'ends': []
}
}
data = utils.get_data()
sample_data = utils.group_start_end_by_weekday(data[10])
self.assertIsInstance(sample_data, dict)
self.assertEqual(len(sample_data), 7)
self.assertEqual(sample_data, expected_result)
def test_start_end_presence(self):
"""
Test calculations of start/end presence.
"""
data = utils.get_data()
expected = {
0: {'start': [], 'end': []},
1: {'start': [34745], 'end': [64792]},
2: {'start': [33592], 'end': [58057]},
3: {'start': [38926], 'end': [62631]},
4: {'start': [], 'end': []},
5: {'start': [], 'end': []},
6: {'start': [], 'end': []},
}
expected_2 = {
0: {'start': [33134], 'end': [57257]},
1: {'start': [33590], 'end': [50154]},
2: {'start': [33206], 'end': [58527]},
3: {'start': [37116, 34088], 'end': [60085, 57087]},
4: {'start': [47816], 'end': [54242]},
5: {'start': [], 'end': []},
6: {'start': [], 'end': []},
}
self.assertDictEqual(utils.start_end_presence(data[10]), expected)
self.assertDictEqual(utils.start_end_presence(data[11]), expected_2)
def test_group_by_weekday(self):
"""
Test groups presence entries by weeekday.
"""
sample_data = utils.get_data()
result = utils.group_by_weekday(sample_data[10])
self.assertDictEqual({
0: [],
1: [30047],
2: [24465],
3: [23705],
4: [],
5: [],
6: [],
}, result)
self.assertIsInstance(utils.group_by_weekday(sample_data[11]), dict)
self.assertDictEqual({
0: [24123],
1: [16564],
2: [25321],
3: [22969, 22999],
4: [6426],
5: [],
6: [],
}, result)
def test_group_by_month(self):
"""
Test group_by_month.
"""
testData1 = utils.group_by_months(utils.get_data()[11])
testData2 = utils.group_by_months(utils.get_data()[10])
self.assertDictEqual(
testData1, {
'2013.09': 118402
}
)
self.assertDictEqual(
testData2, {
'2013.09': 78217
}
)
def test_group_by_weekday(self):
"""
test if grouping is right
"""
user_id = 11
data = utils.get_data()
groups = [[24123], [16564], [25321], [22969, 22999], [6426], [], []]
self.assertListEqual(groups, utils.group_by_weekday(data[user_id]))
def test_caching(self):
"""
After calling get_data data should appear in cache.
"""
self.assertEqual(utils._storage, {})
result = utils.get_data()
key = utils.get_key_hash(utils.get_data.__name__)
self.assertEqual(result, utils._storage[key]['result'])
def test_group_by_start_end_time(self):
"""Test groups start and end time entries by weekday."""
proper_data = [[0, 0], [34745, 64792], [33592, 58057], [38926, 62631],
[0, 0], [0, 0], [0, 0]]
data = utils.get_data()
self.assertEqual(proper_data, utils.group_by_start_end_time(data[10]))
def test_group_by_weekday(self):
"""
Test group presence result by weekday
"""
weekdays = utils.group_by_weekday(utils.get_data()[10])
self.assertIsInstance(weekdays, list)
self.assertEqual(len(weekdays), 7)
self.assertEqual(weekdays[3], [23705])
def test_group_by_weekday(self):
sample_data = utils.get_data()
group_data = utils.group_by_weekday(sample_data[10])
self.assertEqual(group_data,
[[], [30047], [24465], [23705], [], [], []])
group_data = utils.group_by_weekday(sample_data[11])
self.assertEqual(
group_data,
[[24123], [16564], [25321], [22969, 22999], [6426], [], []])
def users_view():
"""
Users listing for dropdown.
"""
data = utils.get_data()
return [{
'user_id': user,
'name': u'User {0}'.format(user)
} for user in data]
def test_mean(self):
"""
Test calculating arithmetic mean.
"""
data = utils.get_data()
weekdays = utils.group_by_weekday(data[10])
self.assertAlmostEqual(utils.mean(weekdays[0]), 29934)
self.assertEqual(utils.mean(weekdays[7]), 0)
self.assertEqual(utils.mean([]), 0)
self.assertEqual(utils.mean([0]), 0)
def presence_start_end_time(user_id):
"""Returns start and end time of given user grouped by weekday."""
data = get_data()
if user_id not in data:
log.debug('User %s not found!', user_id)
abort(404)
weekdays = group_by_start_end_time(data[user_id])
return [(calendar.day_abbr[weekday], start, end)
for weekday, (start, end) in enumerate(weekdays)]
def test_group_by_start_end(self):
"""
Test group_by_start_end.
"""
testResult = utils.group_by_start_end(utils.get_data()[10])
testResult2 = utils.group_by_start_end(utils.get_data()[11])
testResult3 = utils.group_by_start_end([])
self.assertListEqual(
testResult, [
[[], []],
[[34745], [64792]],
[[33592], [58057]],
[[38926], [62631]],
[[], []],
[[], []],
[[], []]
]
)
self.assertListEqual(
testResult2, [
[[33134], [57257]],
[[33590], [50154]],
[[33206], [58527]],
[[37116, 34088], [60085, 57087]],
[[47816], [54242]],
[[], []],
[[], []],
]
)
self.assertListEqual(
testResult3, [
[[], []],
[[], []],
[[], []],
[[], []],
[[], []],
[[], []],
[[], []]
]
)
def test_seconds_since_midnight(self):
"""
Test calculating correct amount of seconds since midnight.
"""
data = utils.get_data()
time = data[10][datetime.date(2012, 7, 5)]['start']
midnight = datetime.time(hour=0, minute=0, second=0)
midday = datetime.time(hour=12, minute=0, second=0)
self.assertEqual(utils.seconds_since_midnight(time), 32917)
self.assertEqual(utils.seconds_since_midnight(midnight), 0)
self.assertEqual(utils.seconds_since_midnight(midday), 43200)
def mean_time_weekday_view(user_id):
"""Returns mean presence time of given user grouped by weekday."""
data = get_data()
if user_id not in data:
log.debug('User %s not found!', user_id)
abort(404)
weekdays = group_by_weekday(data[user_id])
result = [(calendar.day_abbr[weekday], mean(intervals))
for weekday, intervals in enumerate(weekdays)]
return result
def test_group_quarters(self):
"""
Test grouping quarters by year and numeral.
"""
data = utils.get_data()
result = {
0: {
'numeral': 3,
'year': 2013,
}
}
self.assertEqual(result, utils.group_quarters(data))
def test_interval(self):
"""
Test calculate intervals in seconds between two time objects.
"""
data = utils.get_data()
start = data[10][datetime.date(2012, 7, 5)]['start']
end = data[10][datetime.date(2012, 7, 5)]['end']
self.assertEqual(utils.intervals(start, end), 32907)
start = datetime.time(hour=12, minute=0, second=0)
end = datetime.time(hour=12, minute=0, second=0)
self.assertEqual(utils.interval(start, end), 0)
def month_and_year_presence(user_id):
"""
Returns total presence time of give user grouped by month and year.
"""
data = get_data()
if user_id not in data:
log.debug('User %s not found!', user_id)
abort(404)
year_months = group_by_month_and_year(data[user_id])
result = [(year_month, sum(intervals))
for year_month, intervals in year_months.items()]
return result
def top5_weeks_view(user_id):
"""
Returns top 5 weeks in work.
"""
data = get_data()
if user_id not in data:
log.debug('User %s not found!', user_id)
abort(404)
weekdays = group_top5_weeks(data[user_id])
result = sorted(weekdays.items(), key=lambda x: x[1], reverse=True)
return result[0:5]
def presence_weekday_view(user_id):
"""Returns total presence time of given user grouped by weekday."""
data = get_data()
if user_id not in data:
log.debug('User %s not found!', user_id)
abort(404)
weekdays = group_by_weekday(data[user_id])
result = [(calendar.day_abbr[weekday], sum(intervals))
for weekday, intervals in enumerate(weekdays)]
result.insert(0, ('Weekday', 'Presence (s)'))
return result