-
Notifications
You must be signed in to change notification settings - Fork 1
/
import_weather.py
executable file
·121 lines (80 loc) · 2.44 KB
/
import_weather.py
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
import numpy as np
import csv
import datetime
import sys
# This imports all details of the weather stations.
def import_weather(CSV_file):
# Weather station data
# read the input file
with open(CSV_file) as f: #f is a file header
reader = csv.reader(f, delimiter=",")
d = list(reader) # d is a list of list here.
d_data = d[1:len(d)]
date_item = d_data[10][0]
time_item = d_data[10][1]
time_range = []
solar_range = []
temperature_range = []
humidity_range = []
dewpoint_range = []
windspeed_range = []
winddirection = []
pressure = []
rainfallrate = []
for i in range(0,len(d_data)):
date_item = d_data[i][0]
DD = int(date_item[0:2])
MM = int(date_item[3:5])
YY = int(date_item[6:10])
#print (DD,MM,YY)
time_item = d_data[i][1]
#print (time_item)
HH = int(time_item[0:2])
MIN = int(time_item[3:5])
SEC = int(time_item[6:8])
#print (HH,MIN,SEC)
sw = datetime.datetime(YY,MM,DD,HH,MIN,SEC)
time_range.append(sw)
solar_range.append(float(d_data[i][9]))
temperature_range.append(float(d_data[i][2]))
humidity_range.append(float(d_data[i][3]))
dewpoint_range.append(float(d_data[i][4]))
windspeed_range.append(float(d_data[i][5]))
try:
winddirection.append(float(d_data[i][6]))
except:
winddirection.append(0)
pressure.append(float(d_data[i][7]))
rainfallrate.append(float(d_data[i][8]))
return(time_range,solar_range,temperature_range,humidity_range,dewpoint_range,windspeed_range,winddirection,pressure,rainfallrate)
# ----------------------------------------
# This incorporates solar radiation and rainfall.
def import_WS_w_rain(CSV_file):
# Weather station data
# read the input file
with open(CSV_file) as f: #f is a file header
reader = csv.reader(f, delimiter=",")
d = list(reader) # d is a list of list here.
d_data = d[1:len(d)]
date_item = d_data[10][0]
time_item = d_data[10][1]
time_range = []
solar_range = []
rainfall_range = []
for i in range(0,len(d_data)):
date_item = d_data[i][0]
DD = int(date_item[0:2])
MM = int(date_item[3:5])
YY = int(date_item[6:10])
#print (DD,MM,YY)
time_item = d_data[i][1]
#print (time_item)
HH = int(time_item[0:2])
MIN = int(time_item[3:5])
SEC = int(time_item[6:8])
#print (HH,MIN,SEC)
sw = datetime.datetime(YY,MM,DD,HH,MIN,SEC)
time_range.append(sw)
solar_range.append(d_data[i][9])
rainfall_range.append(d_data[i][8])
return(time_range,solar_range,rainfall_range)