annotate graph.py @ 14:aa18210c2703

Improve start/end/days handling - Allow the user to specify nothing to graph todays data. - Fix bug when only specifying days. - When specifying days finish at the end of today.
author Daniel O'Connor <darius@dons.net.au>
date Thu, 11 Jan 2018 08:43:40 +1030
parents 3f22fa1f32d5
children c04c75360a3b
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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 datetime
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5 import dateutil
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6 import exceptions
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7 import matplotlib
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8 import matplotlib.dates
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9 import numpy
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10 import os
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11 import requests
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12 import sqlite3
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13 import tzlocal
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14
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15 class Column(object):
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16 def __init__(self, rowname, title, table, units, limits = (None, None), conv = None, annofn = None):
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17 self.rowname = rowname
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18 self.title = title
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19 self.table = table
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20 self.units = units
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21 self.limits = limits
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22 self.conv = conv
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23 self.annofn = annofn
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24
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25 columns = [
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26 Column('main_voltage', 'Battery Voltage', 'eprolog', 'Vdc'),
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27 Column('aux_voltage', 'Aux Voltage', 'eprolog', 'Vdc'),
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28 Column('battery_curr', 'Battery Current', 'eprolog', 'A'),
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29 Column('amp_hours', 'Battery Amp Hours', 'eprolog', 'Ah'),
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30 Column('state_of_charge', 'State of Charge', 'eprolog', '%', (0, 100), annofn = lambda xdata, ydata: 'DoD: %.1f' % (100 - ydata.min())),
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31 Column('time_remaining', 'Time Remaining', 'eprolog', 'min'),
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32 Column('battery_temp', 'Battery Temperature', 'eprolog', 'C'),
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33
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34 Column('ac_act_power', 'Active Power', 'giantlog', 'W'),
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35 Column('ac_app_power', 'Apparent Power', 'giantlog', 'W'),
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36 Column('ac_frequency', 'AC Frequency', 'giantlog', 'Hz'),
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37 Column('ac_volts', 'AC Voltage', 'giantlog', 'Vac'),
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38 Column('batt_chr_curr', 'Discharge Current', 'giantlog', 'A'),
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39 Column('batt_dis_curr', 'Charge Current', 'giantlog', 'A'),
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40 Column('battery_cap', 'Battery Capacity', 'giantlog', '%', (0, 100)),
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41 Column('battery_volts', 'Battery Voltage', 'giantlog', 'Vdc'),
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42 Column('grid_frequency', 'Grid Frequency', 'giantlog', 'Hz'),
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43 Column('grid_volts', 'Grid Voltage', 'giantlog', 'Vac'),
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44 Column('hs_temperature', 'HS Temperature', 'giantlog', 'C'),
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45 Column('load_pct', 'Load', 'giantlog', '%', (0, 100)),
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46 ]
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47
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48 def valid_date(s):
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49 try:
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50 return datetime.datetime.strptime(s, "%Y-%m-%d")
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51 except ValueError:
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52 raise argparse.ArgumentTypeError("Not a valid date: '{0}'.".format(s))
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53
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54 def main():
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55 parser = argparse.ArgumentParser()
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56 parser.add_argument('-f', '--filename', help = 'Path to database', type = str, required = True)
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57 parser.add_argument('-g', '--graphfn', help = 'File to write graph to', type = str)
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58 parser.add_argument('-d', '--days', help = 'Days ago to graph', type = int)
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59 parser.add_argument('-s', '--start', help = 'Start date for graph (YYYY-MM-DD)', type = valid_date)
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60 parser.add_argument('-e', '--end', help = 'End date for graph (YYYY-MM-DD)', type = valid_date)
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61 parser.add_argument('-c', '--column', help = 'Column to plot (can be specified multiple times)', type = str, action = 'append')
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62 parser.add_argument('-z', '--timezone', help = 'Timezone to operate in in (Oslon format) default: localtime)', type = str)
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63
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64 args = parser.parse_args()
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65
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66 if args.days is not None and args.days < 0:
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67 parser.error('days must be non-negative')
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68
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69 selector = [args.start is not None, args.end is not None, args.days is not None]
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70 if selector == [True, True, False]: # Start and end
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71 pass
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72 elif selector == [True, False, True] or selector == [True, False, False]: # Start and days or start
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73 if args.days == None:
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74 args.days = 1
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75 args.end = args.start + datetime.timedelta(days = args.days)
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76 elif selector == [False, True, True] or selector == [False, True, False]: # End and days or end
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77 if args.days == None:
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78 args.days = 1
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79 args.start = args.end - datetime.timedelta(days = args.days)
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80 elif selector == [False, False, True]: # Days
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81 args.end = datetime.date.today() + datetime.timedelta(days = 1)
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82 args.end = datetime.datetime(args.end.year, args.end.month, args.end.day)
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83 args.start = args.end - datetime.timedelta(days = args.days)
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84 elif selector == [False, False, False]: # Nothing
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85 args.start = datetime.date.today()
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86 args.start = datetime.datetime(args.start.year, args.start.month, args.start.day)
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87 args.end = args.start + datetime.timedelta(days = 1)
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88 else:
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89 parser.error('can\'t specify days, start and end simultaneously')
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90
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91 if args.start >= args.end:
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92 parser.error('Start must be before end')
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93
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94 cols = args.column
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95 if cols == None:
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96 cols = ['state_of_charge', 'load_pct', 'main_voltage', 'aux_voltage']
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97
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98 dbh = sqlite3.connect(args.filename, detect_types = sqlite3.PARSE_DECLTYPES)
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99 cur = dbh.cursor()
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100
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101 # Get local timezone name and convert start/end to it
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102 # Why is this so hard...
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103 if args.timezone is None:
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104 args.timezone = tzlocal.get_localzone().zone
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105
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106 lt = dateutil.tz.gettz(args.timezone)
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107 if lt == None:
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108 parser.error('Unknown timezone')
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109
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110 utc = dateutil.tz.gettz('UTC')
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111 matplotlib.rcParams['timezone'] = args.timezone
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112
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113 if args.start.tzinfo == None:
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114 args.start = args.start.replace(tzinfo = lt)
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115 if args.end.tzinfo == None:
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116 args.end = args.end.replace(tzinfo = lt)
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117 startlt = args.start
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118 endlt = args.end
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119 args.start = args.start.astimezone(utc)
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120 args.end = args.end.astimezone(utc)
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121 graph(args.graphfn, cur, cols, args.start, args.end, lt, utc)
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122
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123 def graph(fname, cur, _cols, start, end, lt, utc):
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124 import numpy
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125 import matplotlib
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parents:
diff changeset
126 import matplotlib.dates
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127
13
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diff changeset
128 startepoch = int(start.strftime('%s'))
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parents: 12
diff changeset
129 endepoch = int(end.strftime('%s'))
4
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130
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parents:
diff changeset
131 colourlist = ['b','g','r','c','m','y','k']
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parents:
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132
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
133 cols = []
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parents:
diff changeset
134
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
135 yaxisunits1 = None
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
136 yaxisunits2 = None
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
137 ax1lines = []
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
138 ax2lines = []
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
139 colouridx = 0
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
140 for col in _cols:
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
141 # Check the column exists
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
142 for c in columns:
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
143 if col == c.rowname:
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
144 cols.append(c)
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
145 break
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
146 else:
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parents:
diff changeset
147 raise exceptions.Exception('Unknown column name ' + c)
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parents:
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148
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149 # Work out what axes we are using
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150 if yaxisunits1 == None:
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
151 yaxisunits1 = c.units
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
152 if yaxisunits2 == None:
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
153 if c.units != yaxisunits1:
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
154 yaxisunits2 = c.units
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parents:
diff changeset
155 else:
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156 if c.units != yaxisunits1 and c.units != yaxisunits2:
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157 raise exceptions.Exception('Asked to graph >2 different units')
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parents:
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158
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159 for c in cols:
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160 # Get the data
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diff changeset
161 cur.execute('SELECT tstamp, ' + c.rowname + ' FROM ' + c.table + ' WHERE tstamp > ? AND tstamp < ? ORDER BY tstamp',
13
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parents: 12
diff changeset
162 (startepoch, endepoch))
4
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Daniel O'Connor <darius@dons.net.au>
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163 ary = numpy.array(cur.fetchall())
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parents:
diff changeset
164 if ary.shape[0] == 0:
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Daniel O'Connor <darius@dons.net.au>
parents:
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165 print('No data for ' + c.rowname)
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parents:
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166 return
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parents:
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167
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parents:
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168 # Create TZ naive from POSIX stamp, then convert to TZ aware UTC then adjust to local time
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Daniel O'Connor <darius@dons.net.au>
parents:
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169 c.xdata = map(lambda f: datetime.datetime.fromtimestamp(f).replace(tzinfo = utc).astimezone(lt), ary[:,0])
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Daniel O'Connor <darius@dons.net.au>
parents:
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170 c.ydata = ary[:,1]
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
171 if c.conv != None:
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Daniel O'Connor <darius@dons.net.au>
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diff changeset
172 c.ydata = map(c.conv, c.ydata)
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parents:
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173
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174 scale_min, scale_max = c.limits
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175
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Daniel O'Connor <darius@dons.net.au>
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176 # DoD?
8
30e7adf283ca Add depth of discharge annotation when plotting state_of_charge
Daniel O'Connor <darius@dons.net.au>
parents: 4
diff changeset
177 if c.annofn != None:
30e7adf283ca Add depth of discharge annotation when plotting state_of_charge
Daniel O'Connor <darius@dons.net.au>
parents: 4
diff changeset
178 c.annotation = c.annofn(c.xdata, c.ydata)
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parents: 4
diff changeset
179 else:
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parents: 4
diff changeset
180 c.annotation = None
4
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parents:
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181
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Daniel O'Connor <darius@dons.net.au>
parents:
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182 # Work out which axis to plot on
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
183 if c.units == yaxisunits1:
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
184 ax = ax1lines
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diff changeset
185 else:
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Daniel O'Connor <darius@dons.net.au>
parents:
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186 ax = ax2lines
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Daniel O'Connor <darius@dons.net.au>
parents:
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187 c.colour = colourlist[colouridx]
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
188 colouridx += 1
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
189 ax.append(c)
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parents:
diff changeset
190
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Daniel O'Connor <darius@dons.net.au>
parents:
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191 # Load the right backend for display or save
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
192 if fname == None:
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
193 import matplotlib.pylab
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Daniel O'Connor <darius@dons.net.au>
parents:
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194 fig = matplotlib.pylab.figure()
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
195 else:
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diff changeset
196 import matplotlib.backends.backend_agg
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Daniel O'Connor <darius@dons.net.au>
parents:
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197 fig = matplotlib.figure.Figure(figsize = (12, 6), dpi = 75)
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198
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199 # Do the plot
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Daniel O'Connor <darius@dons.net.au>
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200 ax1 = fig.add_subplot(111)
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
201 ax1.set_ylabel(yaxisunits1)
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
202
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Daniel O'Connor <darius@dons.net.au>
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diff changeset
203 annotations = []
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Daniel O'Connor <darius@dons.net.au>
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diff changeset
204 for line in ax1lines:
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
205 ax1.plot(line.xdata, line.ydata, label = line.title, color = line.colour)
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
206 if line.limits[0] != None or line.limits[1] != None:
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
207 ax1.set_ylim(line.limits[0], line.limits[1])
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
208 if line.annotation != None:
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
209 annotations.append(line.annotation)
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
210 ax1.legend(loc = 'upper left')
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
211
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
212 if len(ax2lines) > 0:
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
213 ax2 = ax1.twinx()
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
214 ax2.set_ylabel(yaxisunits2)
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
215
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
216 for line in ax2lines:
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
217 ax2.plot(line.xdata, line.ydata, label = line.title, color = line.colour)
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parents:
diff changeset
218 if line.limits[0] != None or line.limits[1] != None:
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
219 ax2.set_ylim(line.limits[0], line.limits[1])
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
220 if line.annotation != None:
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
221 annotations.append(line.annotation)
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
222
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
223 ax2.legend(loc = 'upper right')
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
224
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
225 if len(annotations) > 0:
9
899bc9c22787 Tweak annotation to be out of the way
Daniel O'Connor <darius@dons.net.au>
parents: 8
diff changeset
226 ax1.text(0.02, 0.5, reduce(lambda a, b: a + '\n' + b, annotations),
899bc9c22787 Tweak annotation to be out of the way
Daniel O'Connor <darius@dons.net.au>
parents: 8
diff changeset
227 transform = ax1.transAxes, bbox = dict(facecolor = 'blue', alpha = 0.5),
4
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
228 ha = 'left', va = 'top')
13
3f22fa1f32d5 Twiddle with start/end passing, add option for overriding local time zone.
Daniel O'Connor <darius@dons.net.au>
parents: 12
diff changeset
229 ndays = int(max(1, round(((end - start).total_seconds()) / 86400)))
4
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
230 for ax in fig.get_axes():
13
3f22fa1f32d5 Twiddle with start/end passing, add option for overriding local time zone.
Daniel O'Connor <darius@dons.net.au>
parents: 12
diff changeset
231 if ndays > 1:
3f22fa1f32d5 Twiddle with start/end passing, add option for overriding local time zone.
Daniel O'Connor <darius@dons.net.au>
parents: 12
diff changeset
232 ax.set_title('%s to %s' % (start.strftime('%Y-%m-%d'), end.strftime('%Y-%m-%d')))
4
a7e9775b33f6 Add graph script based on AGL code (but better)
Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
233 else:
13
3f22fa1f32d5 Twiddle with start/end passing, add option for overriding local time zone.
Daniel O'Connor <darius@dons.net.au>
parents: 12
diff changeset
234 ax.set_title('%s' % (start.strftime('%Y-%m-%d')))
3f22fa1f32d5 Twiddle with start/end passing, add option for overriding local time zone.
Daniel O'Connor <darius@dons.net.au>
parents: 12
diff changeset
235 ax.set_xlim([start, end])
4
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
236 ax.format_xdata = lambda d: matplotlib.dates.num2date(d).strftime('%d %b %H:%M')
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
237 ax.xaxis.grid(True)
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
238 ax.xaxis.set_major_formatter(matplotlib.dates.DateFormatter('%d %b\n%H:%M'))
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
239 ax.xaxis.set_major_locator(matplotlib.dates.HourLocator(interval = 2 * ndays))
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
240 ax.xaxis.set_minor_locator(matplotlib.dates.MinuteLocator(interval = 5 * ndays))
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
241 for label in ax.get_xticklabels():
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
242 label.set_ha('center')
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
243 label.set_rotation(90)
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
244
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
245 # Fudge margins to give more graph and less space
a7e9775b33f6 Add graph script based on AGL code (but better)
Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
246 fig.subplots_adjust(left = 0.10, right = 0.88, top = 0.95, bottom = 0.15)
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
247 if fname == None:
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
248 matplotlib.pyplot.show()
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
249 else:
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
250 canvas = matplotlib.backends.backend_agg.FigureCanvasAgg(fig) # Sets canvas in fig too
12
2b115732f4bc Fix graph saving
Daniel O'Connor <darius@dons.net.au>
parents: 11
diff changeset
251 fig.savefig(startdt.strftime(fname))
4
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
252
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
253 def updatedb(cur, data):
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
254 mkdb(cur)
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Daniel O'Connor <darius@dons.net.au>
parents:
diff changeset
255 for d in data['reads']['data']:
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Daniel O'Connor <darius@dons.net.au>
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256 ts = datetime.datetime.strptime(d['t_stamp'], '%Y-%m-%dT%H:%M:%SZ')
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257 # Note we rename *energy* to *power* here to match what it actually means
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258 vals = [ts, d['battery_charge'], d['battery_energy'], d['energy_consumed'], d['energy_expected'], d['energy_exported'], d['energy_generated'],
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259 d['energy_imported'], d['estimated_savings'], d['pv_forecast'], d['pv_generation']['battery_energy'],
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260 d['pv_generation']['grid_energy'], d['pv_generation']['site_energy'], d['site_consumption']['battery_energy'],
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261 d['site_consumption']['grid_energy'], d['site_consumption']['pv_energy']]
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262 skip = True
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263 for v in vals[1:]:
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264 if v != None:
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265 skip = False
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266 break
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267 if skip:
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268 print('Skipping empty record at ' + str(ts))
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269 continue
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270 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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271
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272 def gettoken(username, password):
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273 authblob = json.encoder.JSONEncoder().encode({'email' : username, 'password' : password})
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274 reply = requests.request('POST', loginurl, data = authblob, headers = {'Content-Type' : 'application/json'})
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275 if reply.status_code != 200:
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276 return None
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277 return json.decoder.JSONDecoder().decode(reply.content)['access_token']
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278
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279 def getdata(token, startdate, enddate):
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280 #print('getting ' + startdate.strftime('%Y-%m-%d'))
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281 reply = requests.request('GET', dataurl, params = {
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282 'startDate' : startdate.strftime('%Y-%m-%d'),
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283 'endDate' : enddate.strftime('%Y-%m-%d'),
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284 'granularity' : 'Minute',
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285 'metrics' : 'read',
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286 'units' : 'W',
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287 }, headers = { 'Authorization' : 'Bearer ' + token})
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288
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289 if reply.status_code != 200:
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290 return None
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291
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292 return json.decoder.JSONDecoder().decode(reply.content)
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293
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294 def logout(token):
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295 reply = requests.request('GET', logouturl, headers = { 'Authorization' : 'Bearer ' + token})
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296 return reply.status_code == 200
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297
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298 if __name__ == '__main__':
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299 main()