Mercurial > ~darius > hgwebdir.cgi > agl
annotate agl.py @ 12:b610ce4ec081
Cull dead code.
author | Daniel O'Connor <darius@dons.net.au> |
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date | Mon, 11 Sep 2017 20:57:10 +0930 |
parents | 9fac3371e9ad |
children | 988e511a5f29 |
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1 #!/usr/bin/env python |
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2 |
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3 import argparse |
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4 import ConfigParser |
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5 import datetime |
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6 import dateutil |
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7 import exceptions |
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8 import json |
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9 import os |
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10 import requests |
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11 import sqlite3 |
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12 import sys |
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13 import tzlocal |
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14 |
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15 loginurl = 'https://command.aglsolar.com.au/api/v2/Account/LoginUser' |
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16 dataurl = 'https://command.aglsolar.com.au/api/v2/graph/b8e08afb-818f-4d2d-9d28-5afe8fc76a32' |
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17 # ?endDate=2017-08-23&granularity=Minute&metrics=read&startDate=2017-08-23&units=W' |
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18 logouturl = 'https://command.aglsolar.com.au/api/v2/Account/Logout' |
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19 |
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20 def valid_date(s): |
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21 try: |
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22 return datetime.datetime.strptime(s, "%Y-%m-%d") |
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23 except ValueError: |
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24 raise argparse.ArgumentTypeError("Not a valid date: '{0}'.".format(s)) |
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25 |
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26 def main(): |
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27 parser = argparse.ArgumentParser() |
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28 parser.add_argument('-u', '--update', help = 'Update data', action="store_true") |
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29 parser.add_argument('-g', '--graph', help = 'Produce graph', action="store_true") |
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30 parser.add_argument('-f', '--filename', help = 'Filename to save graph as', type = str) |
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31 parser.add_argument('-s', '--start', help = 'Start date for graph (YYYY-MM-DD)', type = valid_date) |
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32 parser.add_argument('-e', '--end', help = 'End date for graph (YYYY-MM-DD)', type = valid_date) |
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33 |
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34 args = parser.parse_args() |
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35 |
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36 conf = ConfigParser.ConfigParser() |
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37 confname = os.environ['HOME'] + '/.agl.ini' |
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38 conf.read(confname) |
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39 username = conf.get('DEFAULT', 'username') |
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40 password = conf.get('DEFAULT', 'password') |
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41 dbfn = conf.get('DEFAULT', 'db') |
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42 |
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43 if (args.start is None) ^ (args.end is None): |
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44 parser.error('Must specify start and end or neither') |
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45 |
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46 if not args.update and not args.graph: |
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47 parser.error('Nothing to do') |
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48 |
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49 start = args.start |
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50 if start is None: |
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51 start = datetime.date.today() |
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52 start = datetime.datetime(start.year, start.month, start.day) |
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53 |
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54 end = args.end |
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55 if end is None: |
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56 end = start + datetime.timedelta(days = 1) |
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57 end = datetime.datetime(end.year, end.month, end.day) |
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58 |
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59 dbh = sqlite3.connect(dbfn, detect_types = sqlite3.PARSE_DECLTYPES) |
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60 cur = dbh.cursor() |
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61 if args.update: |
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62 date = start |
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63 while date < end: |
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64 if conf.has_option('DEFAULT', 'token'): |
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65 token = conf.get('DEFAULT', 'token') |
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66 else: |
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67 token = gettoken(username, password) |
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68 conf.set('DEFAULT', 'token', token) |
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69 conf.write(file(confname, 'w')) |
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70 |
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71 data = getdata(token, date, date) |
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72 if data == None: |
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73 #print('Getting new token') |
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74 token = gettoken(username, password) |
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75 data = getdata(token, date, date) |
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76 if data == None: |
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77 print('Unable to fetch data') |
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78 updatedb(cur, data) |
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79 dbh.commit() |
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80 date += datetime.timedelta(days = 1) |
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81 |
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82 if args.graph: |
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83 graph(args.filename, cur, ['battery_charge', 'battery_power', 'power_imported', 'power_exported', 'power_consumed', 'power_generated'], start, end) |
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84 |
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85 def mkdb(cur): |
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86 cur.execute(''' |
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87 CREATE TABLE IF NOT EXISTS agl ( |
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88 t_stamp TIMESTAMP PRIMARY KEY, |
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89 battery_charge NUMBER, |
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90 battery_power NUMBER, |
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91 power_consumed NUMBER, |
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92 power_expected NUMBER, |
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93 power_exported NUMBER, |
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94 power_generated NUMBER, |
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95 power_imported NUMBER, |
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96 estimated_savings NUMBER, |
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97 pv_forecast NUMBER, |
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98 pv_gen_battery NUMBER, |
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99 pv_gen_grid NUMBER, |
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100 pv_gen_site NUMBER, |
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101 site_cons_battery NUMBER, |
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102 site_cons_grid NUMBER, |
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103 site_cons_pv NUMBER |
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104 )''') |
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105 |
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106 units = { |
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107 'battery_charge' : '%', |
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108 'battery_power' : 'Watt', |
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109 'power_consumed' : 'Watt', |
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110 'power_expected' : 'Watt', |
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111 'power_exported' : 'Watt', |
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112 'power_generated' : 'Watt', |
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113 'power_imported' : 'Watt', |
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114 'estimated_savings' : '$', |
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115 'pv_forecast' : 'Watt', |
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116 'pv_gen_battery' : 'Watt', |
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117 'pv_gen_grid' : 'Watt', |
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118 'pv_gen_site' : 'Watt', |
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119 'site_cons_battery' : 'Watt', |
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120 'site_cons_grid' : 'Watt', |
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121 'site_cons_pv' : 'Watt' |
2
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122 } |
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123 |
5
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124 convs = { |
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125 'battery_power' : lambda a: a / 1000.0, |
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126 } |
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127 |
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128 scale_limits = { |
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129 'battery_charge' : (0, 100), |
5
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130 } |
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131 |
10
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132 tarrifs = { |
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133 'power_exported' : 0.163, |
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134 'power_imported' : 0.380, |
11
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135 'power_generated' : 0.163, |
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136 'power_consumed' : 0.380, |
10
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|
137 } |
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138 |
2
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|
139 names = { |
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140 'battery_charge' : 'Battery Charge', |
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141 'battery_power' : 'Battery Power', |
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142 'power_consumed' : 'Power Consumed', |
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143 'power_expected' : 'Power Expected', |
6
2e50426c946f
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144 'power_exported' : 'Power Exported', |
2
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145 'power_generated' : 'Power Generated', |
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146 'power_imported' : 'Power Imported', |
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147 'estimated_savings' : 'Estimated Savings', |
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148 'pv_forecast' : 'PV Forecast', |
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149 'pv_gen_battery' : 'PV Generation Battery', |
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150 'pv_gen_grid' : 'PV Generation Grid', |
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151 'pv_gen_site' : 'PV Generation Site', |
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152 'site_cons_battery' : 'Site Consumption Batter', |
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153 'site_cons_grid' : 'Site Consumption Grid', |
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154 'site_cons_pv' : 'Site Consumption PV' |
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|
155 } |
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156 |
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157 def graph(fname, cur, cols, start, end): |
0
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158 import numpy |
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159 import matplotlib |
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160 import matplotlib.dates |
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161 |
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162 colourlist = ['b','g','r','c','m','y','k'] |
0
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163 |
1
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164 # Work out what axes we are using |
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165 yaxisunits1 = None |
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166 yaxisunits2 = None |
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167 ax1lines = [] |
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168 ax2lines = [] |
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169 colouridx = 0 |
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170 for col in cols: |
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171 unit = units[col] |
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172 if yaxisunits1 == None: |
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173 yaxisunits1 = unit |
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174 if yaxisunits2 == None: |
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175 if unit != yaxisunits1: |
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|
176 yaxisunits2 = unit |
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177 else: |
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178 if unit != yaxisunits1 and unit != yaxisunits2: |
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|
179 raise exceptions.Exception('Asked to graph >2 different units') |
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|
180 |
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|
181 ltname = tzlocal.get_localzone().zone # Why is this so hard.. |
1
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182 lt = dateutil.tz.gettz(ltname) |
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183 utc = dateutil.tz.gettz('UTC') |
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184 matplotlib.rcParams['timezone'] = ltname |
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185 |
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|
186 if start.tzinfo == None: |
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187 start = start.replace(tzinfo = lt) |
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188 if end.tzinfo == None: |
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189 end = end.replace(tzinfo = lt) |
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Improve plotting/timezone stuff.
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diff
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|
190 |
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diff
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|
191 start = start.astimezone(utc) |
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192 end = end.astimezone(utc) |
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|
193 |
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|
194 # Actually get the data |
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195 colstr = reduce(lambda a, b: a + ', ' + b, cols) |
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196 # Data is stored as naive datetime's which are in UTC so convert the requested time here |
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|
197 cur.execute('SELECT t_stamp, ' + colstr + ' FROM agl WHERE t_stamp > ? AND t_stamp < ? ORDER BY t_stamp', |
0
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parents:
diff
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|
198 (start, end)) |
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parents:
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|
199 ary = numpy.array(cur.fetchall()) |
2
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200 if ary.shape[0] == 0: |
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|
201 print('No data') |
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- Make an actual usable command line program.
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diff
changeset
|
202 return |
8
22d31cee19b1
Misc tidyup, no functional change
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parents:
7
diff
changeset
|
203 # Convert TZ naive UTC to TZ aware UTC then adjust to local time |
1
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|
204 xdata = map(lambda f: f.replace(tzinfo = utc).astimezone(lt), ary[:,0]) |
10
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9
diff
changeset
|
205 xhours = matplotlib.dates.date2num(xdata) * 24 |
70cc1e874157
Print import/export tarrifs
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parents:
9
diff
changeset
|
206 xdeltas = xhours[1:] - xhours[0:-1] |
0
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parents:
diff
changeset
|
207 for idx in range(len(cols)): |
10
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Print import/export tarrifs
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9
diff
changeset
|
208 col = cols[idx] |
5
b42baa411817
Display battery_power (which seems to be in milliwatts..?)
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parents:
4
diff
changeset
|
209 ydata = ary[:,idx + 1] |
10
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9
diff
changeset
|
210 if col in convs: |
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9
diff
changeset
|
211 ydata = convs[col](ydata) |
70cc1e874157
Print import/export tarrifs
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9
diff
changeset
|
212 if col in scale_limits: |
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Print import/export tarrifs
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9
diff
changeset
|
213 scale_min = scale_limits[col][0] |
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Print import/export tarrifs
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parents:
9
diff
changeset
|
214 scale_max = scale_limits[col][1] |
9
e2807c99e107
Fix battery charge scale to 0-100.
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8
diff
changeset
|
215 else: |
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8
diff
changeset
|
216 scale_min = None |
e2807c99e107
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8
diff
changeset
|
217 scale_max = None |
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8
diff
changeset
|
218 |
10
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changeset
|
219 if col in tarrifs: |
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9
diff
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|
220 annotation = '%s: $%.2f' % (names[col], (ydata[1:] * xdeltas).sum() / 1000.0 * tarrifs[col]) |
70cc1e874157
Print import/export tarrifs
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diff
changeset
|
221 else: |
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diff
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|
222 annotation = None |
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Print import/export tarrifs
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changeset
|
223 |
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Print import/export tarrifs
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diff
changeset
|
224 if units[col] == yaxisunits1: |
9
e2807c99e107
Fix battery charge scale to 0-100.
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|
225 ax = ax1lines |
0
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|
226 else: |
9
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8
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|
227 ax = ax2lines |
10
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|
228 ax.append([xdata, ydata, names[col], colourlist[colouridx], scale_min, scale_max, annotation]) |
0
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|
229 colouridx += 1 |
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|
230 |
4
deb3adc4e086
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231 if fname == None: |
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diff
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|
232 import matplotlib.pylab |
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233 fig = matplotlib.pylab.figure() |
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|
234 else: |
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|
235 import matplotlib.backends.backend_agg |
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236 fig = matplotlib.figure.Figure(figsize = (8, 6), dpi = 75) |
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changeset
|
237 |
0
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238 ax1 = fig.add_subplot(111) |
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239 ax1.set_ylabel(yaxisunits1) |
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diff
changeset
|
240 |
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changeset
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241 annotations = [] |
0
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changeset
|
242 for line in ax1lines: |
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243 ax1.plot(line[0], line[1], label = line[2], color = line[3]) |
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244 if line[4] != None and line[5] != None: |
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245 ax1.set_ylim((line[4], line[5])) |
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246 if line[6] != None: |
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247 annotations.append(line[6]) |
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248 ax1.legend(loc = 'upper left') |
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249 |
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250 if yaxisunits2 != None: |
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251 ax2 = ax1.twinx() |
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252 ax2.set_ylabel(yaxisunits2) |
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253 |
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254 for line in ax2lines: |
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255 ax2.plot(line[0], line[1], label = line[2], color = line[3]) |
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256 if line[4] != None and line[5] != None: |
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257 ax2.set_ylim(bottom = line[4], top = line[5]) |
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258 if line[6] != None: |
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259 annotations.append(line[6]) |
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260 |
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261 ax2.legend(loc = 'upper right') |
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262 ax1.text(0.02, 0.9, reduce(lambda a, b: a + '\n' + b, annotations), |
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263 transform = ax1.transAxes, bbox = dict(facecolor = 'red', alpha = 0.5), |
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264 ha = 'left', va = 'top') |
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265 ndays = int(max(1, round(((end - start).total_seconds()) / 86400))) |
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266 for ax in fig.get_axes(): |
7 | 267 ax.set_title('%s to %s' % (start.strftime('%Y-%m-%d'), end.strftime('%Y-%m-%d'))) |
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268 ax.set_xlim([start, end]) |
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269 ax.format_xdata = lambda d: matplotlib.dates.num2date(d).strftime('%d %b %H:%M') |
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270 ax.xaxis.grid(True) |
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271 ax.xaxis.set_major_formatter(matplotlib.dates.DateFormatter('%d %b\n%H:%M')) |
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272 ax.xaxis.set_major_locator(matplotlib.dates.HourLocator(interval = 2 * ndays)) |
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273 ax.xaxis.set_minor_locator(matplotlib.dates.MinuteLocator(interval = 5 * ndays)) |
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274 for label in ax.get_xticklabels(): |
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275 label.set_ha('center') |
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276 label.set_rotation(90) |
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277 |
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278 # Fudge margins to give more graph and less space |
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279 fig.subplots_adjust(left = 0.10, right = 0.88, top = 0.95, bottom = 0.15) |
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280 if fname == None: |
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281 matplotlib.pyplot.show() |
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282 else: |
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283 canvas = matplotlib.backends.backend_agg.FigureCanvasAgg(fig) # Sets canvas in fig too |
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284 fig.savefig(fname) |
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285 |
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286 def updatedb(cur, data): |
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287 mkdb(cur) |
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288 for d in data['reads']['data']: |
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289 ts = datetime.datetime.strptime(d['t_stamp'], '%Y-%m-%dT%H:%M:%SZ') |
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290 # Note we rename *energy* to *power* here to match what it actually means |
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291 vals = [ts, d['battery_charge'], d['battery_energy'], d['energy_consumed'], d['energy_expected'], d['energy_exported'], d['energy_generated'], |
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292 d['energy_imported'], d['estimated_savings'], d['pv_forecast'], d['pv_generation']['battery_energy'], |
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293 d['pv_generation']['grid_energy'], d['pv_generation']['site_energy'], d['site_consumption']['battery_energy'], |
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294 d['site_consumption']['grid_energy'], d['site_consumption']['pv_energy']] |
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295 skip = True |
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296 for v in vals[1:]: |
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297 if v != None: |
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298 skip = False |
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299 break |
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300 if skip: |
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301 print('Skipping empty record at ' + str(ts)) |
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302 continue |
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303 cur.execute('INSERT OR IGNORE INTO agl(t_stamp, battery_charge, battery_power, power_consumed, power_expected, power_exported, power_generated, power_imported, estimated_savings, pv_forecast, pv_gen_battery, pv_gen_grid, pv_gen_site, site_cons_battery, site_cons_grid, site_cons_pv) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)', vals) |
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304 |
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305 def gettoken(username, password): |
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306 authblob = json.encoder.JSONEncoder().encode({'email' : username, 'password' : password}) |
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307 reply = requests.request('POST', loginurl, data = authblob, headers = {'Content-Type' : 'application/json'}) |
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308 if reply.status_code != 200: |
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309 return None |
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310 return json.decoder.JSONDecoder().decode(reply.content)['access_token'] |
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311 |
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312 def getdata(token, startdate, enddate): |
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313 #print('getting ' + startdate.strftime('%Y-%m-%d')) |
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314 reply = requests.request('GET', dataurl, params = { |
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315 'startDate' : startdate.strftime('%Y-%m-%d'), |
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316 'endDate' : enddate.strftime('%Y-%m-%d'), |
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317 'granularity' : 'Minute', |
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318 'metrics' : 'read', |
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319 'units' : 'W', |
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320 }, headers = { 'Authorization' : 'Bearer ' + token}) |
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321 |
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322 if reply.status_code != 200: |
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323 return None |
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324 |
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325 return json.decoder.JSONDecoder().decode(reply.content) |
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326 |
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327 def logout(token): |
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328 reply = requests.request('GET', logouturl, headers = { 'Authorization' : 'Bearer ' + token}) |
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329 return reply.status_code == 200 |
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330 |
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331 if __name__ == '__main__': |
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332 main() |