1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
|
import os
import csv
import sqlite3
LATEST_DATA={}
def create_tables():
print('creating tables')
db_conn = sqlite3.connect('./poller/data/data.sqlite3')
c = db_conn.cursor()
sql = f'CREATE TABLE IF NOT EXISTS `alertlevel` (time DATETIME PRIMARY KEY NOT NULL, color CHAR(50) NOT NULL);'
c.execute(sql)
sql = f'CREATE TABLE IF NOT EXISTS `total` (time DATETIME PRIMARY KEY NOT NULL, total_students INT NOT NULL, total_staff INT NOT NULL);'
c.execute(sql)
sql = f'CREATE TABLE IF NOT EXISTS `new` (time DATETIME PRIMARY KEY NOT NULL, new_students INT NOT NULL, new_staff INT NOT NULL);'
c.execute(sql)
sql = f'CREATE TABLE IF NOT EXISTS `quarantine` (time DATETIME PRIMARY KEY NOT NULL, quarantine_on_campus INT NOT NULL, quarantine_off_campus INT NOT NULL);'
c.execute(sql)
sql = f'CREATE TABLE IF NOT EXISTS `isolation` (time DATETIME PRIMARY KEY NOT NULL, isolation_on_campus INT NOT NULL, isolation_off_campus INT NOT NULL);'
c.execute(sql)
sql = f'CREATE TABLE IF NOT EXISTS `beds` (time DATETIME PRIMARY KEY NOT NULL, beds_available INT NOT NULL);'
c.execute(sql)
sql = f'CREATE TABLE IF NOT EXISTS `tests` (time DATETIME PRIMARY KEY NOT NULL, tests_administered INT NOT NULL);'
c.execute(sql)
db_conn.commit()
db_conn.close()
def update_db():
db_conn = sqlite3.connect('./poller/data/data.sqlite3')
c = db_conn.cursor()
sql = f'INSERT INTO `alertlevel` VALUES (\'{LATEST_DATA["last_updated"]}\', \'{LATEST_DATA["alert_level"]}\');'
c.execute(sql)
sql = f'INSERT INTO `total` VALUES (\'{LATEST_DATA["last_updated"]}\', {LATEST_DATA["total_students"]}, {LATEST_DATA["total_staff"]});'
c.execute(sql)
sql = f'INSERT INTO `new` VALUES (\'{LATEST_DATA["last_updated"]}\', {LATEST_DATA["new_students"]}, {LATEST_DATA["new_staff"]});'
c.execute(sql)
sql = f'INSERT INTO `quarantine` VALUES (\'{LATEST_DATA["last_updated"]}\', {LATEST_DATA["quarantine_on_campus"]}, {LATEST_DATA["quarantine_off_campus"]});'
c.execute(sql)
sql = f'INSERT INTO `isolation` VALUES (\'{LATEST_DATA["last_updated"]}\', {LATEST_DATA["isolation_on_campus"]}, {LATEST_DATA["isolation_off_campus"]});'
c.execute(sql)
sql = f'INSERT INTO `beds` VALUES (\'{LATEST_DATA["last_updated"]}\', {LATEST_DATA["beds_available"]});'
c.execute(sql)
sql = f'INSERT INTO `tests` VALUES (\'{LATEST_DATA["last_updated"]}\', {LATEST_DATA["tests_administered"]});'
c.execute(sql)
db_conn.commit()
db_conn.close()
def get_latest_from_db():
db_conn = sqlite3.connect('./poller/data/data.sqlite3')
c = db_conn.cursor()
sql = 'SELECT max(alertlevel.time), alertlevel.color, total.total_students, total.total_staff, new.new_students, new.new_staff, ' + \
'quarantine.quarantine_on_campus, quarantine.quarantine_off_campus, isolation.isolation_on_campus, isolation.isolation_off_campus, ' + \
'beds.beds_available, tests.tests_administered ' + \
'FROM `alertlevel` ' + \
'INNER JOIN `total` ' + \
'ON alertlevel.time = total.time ' + \
'INNER JOIN `new` ' + \
'ON alertlevel.time = new.time ' + \
'INNER JOIN `quarantine` ' + \
'ON alertlevel.time = quarantine.time ' + \
'INNER JOIN `isolation` ' + \
'ON alertlevel.time = isolation.time ' + \
'INNER JOIN `beds` ' + \
'ON alertlevel.time = beds.time ' + \
'INNER JOIN `tests` ' + \
'ON alertlevel.time = tests.time'
c.execute(sql)
d = c.fetchone()
data = {
'alert_level': d[1],
'total_students': d[2],
'total_staff': d[3],
'new_students': d[4],
'new_staff': d[5],
'quarantine_on_campus': d[6],
'quarantine_off_campus': d[7],
'isolation_on_campus': d[8],
'isolation_off_campus': d[9],
'beds_available': d[10],
'tests_administered': d[11],
'last_updated': d[0]
}
return data
def db_is_same():
global LATEST_DATA
latest_data = get_latest_from_db()
if latest_data is None or LATEST_DATA is None:
return False
for key in list(latest_data.keys()):
if key != 'last_updated' and LATEST_DATA[key] != latest_data[key]:
return False
return True
if not os.path.exists('./poller'):
os.mkdir('./poller')
if not os.path.exists('./poller/data')
os.mkdir('./poller/data')
create_tables()
with open('historical_data.csv', 'r') as csvfile:
print('importing data...')
csvreader = csv.reader(csvfile)
firstRow = True
for row in csvreader:
if firstRow:
firstRow = False
continue
LATEST_DATA = {
'alert_level': str(row[1]),
'total_students': int(row[4]),
'total_staff': int(row[5]),
'new_students': int(row[2]),
'new_staff': int(row[3]),
'quarantine_on_campus': int(row[6]),
'quarantine_off_campus': int(row[7]),
'isolation_on_campus': int(row[8]),
'isolation_off_campus': int(row[9]),
'beds_available': int(row[11]),
'tests_administered': int(row[10]),
'last_updated': f'{row[0]} 16:00:00'
}
if not db_is_same():
update_db()
print('data imported!')
|
