##// END OF EJS Templates
schain-jc
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New templates for CLI (Task #1402)
George Yong -
r1182:78b9f3217839
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1 1 import click
2 2 import schainpy
3 3 import subprocess
4 4 import os
5 5 import sys
6 6 import glob
7 7 save_stdout = sys.stdout
8 8 sys.stdout = open('/dev/null', 'w')
9 9 from multiprocessing import cpu_count
10 10 from schainpy.controller import Project
11 11 from schainpy.model import Operation, ProcessingUnit
12 12 from schainpy.utils import log
13 13 from importlib import import_module
14 14 from pydoc import locate
15 15 from fuzzywuzzy import process
16 16 from schainpy.cli import templates
17 17 sys.stdout = save_stdout
18 18
19 19
20 20 def getProcs():
21 21 modules = dir(schainpy.model)
22 22 procs = check_module(modules, ProcessingUnit)
23 23 try:
24 24 procs.remove('ProcessingUnit')
25 25 except Exception as e:
26 26 pass
27 27 return procs
28 28
29 29 def getOperations():
30 30 module = dir(schainpy.model)
31 31 noProcs = [x for x in module if not x.endswith('Proc')]
32 32 operations = check_module(noProcs, Operation)
33 33 try:
34 34 operations.remove('Operation')
35 35 except Exception as e:
36 36 pass
37 37 return operations
38 38
39 39 def getArgs(op):
40 40 module = locate('schainpy.model.{}'.format(op))
41 41 args = module().getAllowedArgs()
42 42 try:
43 43 args.remove('self')
44 44 except Exception as e:
45 45 pass
46 46 try:
47 47 args.remove('dataOut')
48 48 except Exception as e:
49 49 pass
50 50 return args
51 51
52 52 def getAll():
53 53 allModules = dir(schainpy.model)
54 54 modules = check_module(allModules, Operation)
55 55 modules.extend(check_module(allModules, ProcessingUnit))
56 56 return modules
57 57
58 58
59 59 def print_version(ctx, param, value):
60 60 if not value or ctx.resilient_parsing:
61 61 return
62 62 click.echo(schainpy.__version__)
63 63 ctx.exit()
64 64
65 65
66 66 PREFIX = 'experiment'
67 67
68 68 @click.command()
69 69 @click.option('--version', '-v', is_flag=True, callback=print_version, help='SChain version', type=str)
70 70 @click.argument('command', default='run', required=True)
71 71 @click.argument('nextcommand', default=None, required=False, type=str)
72 72 def main(command, nextcommand, version):
73 """COMMAND LINE INTERFACE FOR SIGNAL CHAIN - JICAMARCA RADIO OBSERVATORY \n
73 """COMMAND LINE INTERFACE FOR SIGNAL CHAIN - JICAMARCA RADIO OBSERVATORY V3.0\n
74 74 Available commands.\n
75 --xml: runs a schain XML generated file\n
75 xml: runs a schain XML generated file\n
76 76 run: runs any python script starting 'experiment_'\n
77 77 generate: generates a template schain script\n
78 78 search: return avilable operations, procs or arguments of the give operation/proc\n"""
79 79 if command == 'xml':
80 80 runFromXML(nextcommand)
81 81 elif command == 'generate':
82 82 generate()
83 83 elif command == 'test':
84 84 test()
85 85 elif command == 'run':
86 86 runschain(nextcommand)
87 87 elif command == 'search':
88 88 search(nextcommand)
89 89 else:
90 90 log.error('Command {} is not defined'.format(command))
91 91
92 92
93 93 def check_module(possible, instance):
94 94 def check(x):
95 95 try:
96 96 instancia = locate('schainpy.model.{}'.format(x))
97 97 return isinstance(instancia(), instance)
98 98 except Exception as e:
99 99 return False
100 100 clean = clean_modules(possible)
101 101 return [x for x in clean if check(x)]
102 102
103 103
104 104 def clean_modules(module):
105 105 noEndsUnder = [x for x in module if not x.endswith('__')]
106 106 noStartUnder = [x for x in noEndsUnder if not x.startswith('__')]
107 107 noFullUpper = [x for x in noStartUnder if not x.isupper()]
108 108 return noFullUpper
109 109
110 110
111 111 def search(nextcommand):
112 112 if nextcommand is None:
113 113 log.error('There is no Operation/ProcessingUnit to search', '')
114 114 elif nextcommand == 'procs':
115 115 procs = getProcs()
116 116 log.success(
117 117 'Current ProcessingUnits are:\n{}'.format('\n'.join(procs)), '')
118 118
119 119 elif nextcommand == 'operations':
120 120 operations = getOperations()
121 121 log.success('Current Operations are:\n{}'.format(
122 122 '\n'.join(operations)), '')
123 123 else:
124 124 try:
125 125 args = getArgs(nextcommand)
126 126 if len(args) == 0:
127 127 log.success('`{}` has no arguments'.format(nextcommand), '')
128 128 else:
129 129 log.success('`{}` arguments: {}'.format(
130 130 nextcommand, ', '.join(args)), '')
131 131 except Exception as e:
132 132 log.error('Module `{}` does not exists'.format(nextcommand), '')
133 133 allModules = getAll()
134 134 similar = [t[0] for t in process.extract(nextcommand, allModules, limit=12) if t[1]>80]
135 135 log.success('Possible modules are: {}'.format(', '.join(similar)), '')
136 136
137 137 def runschain(nextcommand):
138 138 if nextcommand is None:
139 139 currentfiles = glob.glob('./{}_*.py'.format(PREFIX))
140 140 numberfiles = len(currentfiles)
141 141 if numberfiles > 1:
142 142 log.error('There is more than one file to run')
143 143 elif numberfiles == 1:
144 144 subprocess.call(['python ' + currentfiles[0]], shell=True)
145 145 else:
146 146 log.error('There is no file to run')
147 147 else:
148 148 try:
149 149 subprocess.call(['python ' + nextcommand], shell=True)
150 150 except Exception as e:
151 151 log.error("I cannot run the file. Does it exists?")
152 152
153 153
154 154 def basicInputs():
155 155 inputs = {}
156 inputs['desc'] = click.prompt(
157 'Enter a description', default="A schain project", type=str)
158 156 inputs['name'] = click.prompt(
159 157 'Name of the project', default="project", type=str)
158 inputs['desc'] = click.prompt(
159 'Enter a description', default="A schain project", type=str)
160 inputs['multiprocess'] = click.prompt(
161 '''Select data type:
162
163 - Voltage (*.r): [1]
164 - Spectra (*.pdata): [2]
165 - Voltage and Spectra (*.r): [3]
166
167 -->''', type=int)
160 168 inputs['path'] = click.prompt('Data path', default=os.getcwd(
161 169 ), type=click.Path(exists=True, resolve_path=True))
162 170 inputs['startDate'] = click.prompt(
163 171 'Start date', default='1970/01/01', type=str)
164 172 inputs['endDate'] = click.prompt(
165 'End date', default='2017/12/31', type=str)
173 'End date', default='2018/12/31', type=str)
166 174 inputs['startHour'] = click.prompt(
167 175 'Start hour', default='00:00:00', type=str)
168 176 inputs['endHour'] = click.prompt('End hour', default='23:59:59', type=str)
169 177 inputs['figpath'] = inputs['path'] + '/figs'
170 178 return inputs
171 179
172 180
173 181 def generate():
174 182 inputs = basicInputs()
175 inputs['multiprocess'] = click.confirm('Is this a multiprocess script?')
176 if inputs['multiprocess']:
177 inputs['nProcess'] = click.prompt(
178 'How many process?', default=cpu_count(), type=int)
179 current = templates.multiprocess.format(**inputs)
180 else:
181 current = templates.basic.format(**inputs)
183
184 if inputs['multiprocess'] == 1:
185 current = templates.voltage.format(**inputs)
186 elif inputs['multiprocess'] == 2:
187 current = templates.spectra.format(**inputs)
188 elif inputs['multiprocess'] == 3:
189 current = templates.voltagespectra.format(**inputs)
182 190 scriptname = '{}_{}.py'.format(PREFIX, inputs['name'])
183 191 script = open(scriptname, 'w')
184 192 try:
185 193 script.write(current)
186 194 log.success('Script {} generated'.format(scriptname))
187 195 except Exception as e:
188 196 log.error('I cannot create the file. Do you have writing permissions?')
189 197
190 198
191 199 def test():
192 200 log.warning('testing')
193 201
194 202
195 203 def runFromXML(filename):
196 204 controller = Project()
197 205 if not controller.readXml(filename):
198 206 return
199 207 controller.start()
200 208 return
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@@ -1,90 +1,269
1 basic = '''from schainpy.controller import Project
1 voltage = '''import os, sys, time
2 from schainpy.controller import Project
2 3
4
5 def main():
3 6 desc = "{desc}"
4 project = Project()
5 project.setup(id='200', name="{name}", description=desc)
7 controller = Project()
8 controller.setup(id='200', name="{name}", description=desc)
6 9
7 voltage_reader = project.addReadUnit(datatype='VoltageReader',
10 read_unit = controller.addReadUnit(datatype='Voltage',
8 11 path="{path}",
9 12 startDate="{startDate}",
10 13 endDate="{endDate}",
11 14 startTime="{startHour}",
12 15 endTime="{endHour}",
13 16 online=0,
14 17 verbose=1,
15 walk=1,
18 walk=0,
19 delay=180,
16 20 )
17 21
18 voltage_proc = project.addProcUnit(datatype='VoltageProc', inputId=voltage_reader.getId())
22 code = '[[1, 1, -1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1]]'
23 nCode = '128'
24 nBaud = '3'
25
26
27 proc_voltage = controller.addProcUnit(name='VoltageProc', inputId=read_unit.getId())
28
29 op1 = proc_voltage.addOperation(name='selectChannels', optype='self')
30 op1.addParameter(name='channelList', value='0, 1, 2, 3', format='intlist')
31
32 op2 = proc_voltage.addOperation(name='filterByHeights', optype='self')
33 op2.addParameter(name='window', value='4', format='int')
34
35 op3 = proc_voltage.addOperation(name='ProfileSelector', optype='other')
36 op3.addParameter(name='profileRangeList', value='32, 159', format='intList')
37
38 op4 = proc_voltage.addOperation(name='Decoder', optype='other')
39 op4.addParameter(name='code', value=code, format='intlist')
40 op4.addParameter(name='nCode', value=nCode, format='int')
41 op4.addParameter(name='nBaud', value=nBaud, format='int')
42 op4.addParameter(name='mode', value='0', format='int')
43
44 op5 = proc_voltage.addOperation(name='Scope', optype='external')
45 op5.addParameter(name='id', value='30', format='int')
46
19 47
20 profile = voltage_proc.addOperation(name='ProfileSelector', optype='other')
21 profile.addParameter(name='profileRangeList', value='120,183', format='intlist')
22 48
23 rti = voltage_proc.addOperation(name='RTIPlot', optype='other')
24 rti.addParameter(name='wintitle', value='Jicamarca Radio Observatory', format='str')
25 rti.addParameter(name='showprofile', value='0', format='int')
26 rti.addParameter(name='xmin', value='0', format='int')
27 rti.addParameter(name='xmax', value='24', format='int')
28 rti.addParameter(name='figpath', value="{figpath}", format='str')
29 rti.addParameter(name='wr_period', value='5', format='int')
30 rti.addParameter(name='exp_code', value='22', format='int')
31 49
32 50
33 project.start()
51 controller.start()
52
53 if __name__ == '__main__':
54 import time
55 start_time = time.time()
56 main()
57 print("--- %s seconds ---" % (time.time() - start_time))
58
34 59 '''
35 60
61
62 spectra = '''import os, sys, time
63 from schainpy.controller import Project
64
65
66 def main():
67 desc = "{desc}"
68 controller = Project()
69 controller.setup(id='300', name="{name}", description=desc)
70
71 read_unit = controller.addReadUnit(datatype='Spectra',
72 path="{path}",
73 startDate="{startDate}",
74 endDate="{endDate}",
75 startTime="{startHour}",
76 endTime="{endHour}",
77 online=0,
78 verbose=1,
79 walk=0,
80 delay=180,
81 )
82
83 proc_spectra = controller.addProcUnit(datatype='Spectra', inputId=read_unit.getId())
84 proc_spectra.addParameter(name='nFFTPoints', value='128', format='int')
85 proc_spectra.addParameter(name='nProfiles', value='128', format='int')
86 proc_spectra.addParameter(name='pairsList', value='(0, 1), (2, 3)', format='pairslist')
87
88 op1 = proc_spectra.addOperation(name='IncohInt', optype='other')
89 op1.addParameter(name='n', value='4', format='int')
90
91 op2 = proc_spectra.addOperation(name='CrossSpectraPlot', optype='external')
92 op2.addParameter(name='id', value='10', format='int')
93 op2.addParameter(name='zmin', value='10.0', format='float')
94 op2.addParameter(name='zmax', value='35.0', format='float')
95
96
97 op3 = proc_spectra.addOperation(name='RTIPlot', optype='external')
98 op3.addParameter(name='id', value='20', format='int')
99 op3.addParameter(name='wintitle', value='RTI', format='str')
100 op3.addParameter(name='xmin', value='0', format='float')
101 op3.addParameter(name='xmax', value='24', format='float')
102 op3.addParameter(name='zmin', value='12', format='int')
103 op3.addParameter(name='zmax', value='32', format='int')
104 op3.addParameter(name='showprofile', value='1', format='int')
105 op3.addParameter(name='timerange', value=str(24*60*60), format='int')
106
107 op4 = proc_spectra.addOperation(name='CoherenceMap', optype='external')
108 op4.addParameter(name='id', value='30', format='int')
109 op4.addParameter(name='xmin', value='0.0', format='float')
110 op4.addParameter(name='xmax', value='24.0', format='float')
111
112
113 controller.start()
114
115 if __name__ == '__main__':
116 import time
117 start_time = time.time()
118 main()
119 print("--- %s seconds ---" % (time.time() - start_time))
120
121 '''
122
123 voltagespectra = '''import os, sys, time
124 from schainpy.controller import Project
125
126
127 def main():
128 desc = "{desc}"
129 controller = Project()
130 controller.setup(id='400', name="{name}", description=desc)
131
132 read_unit = controller.addReadUnit(datatype='Voltage',
133 path="{path}",
134 startDate="{startDate}",
135 endDate="{endDate}",
136 startTime="{startHour}",
137 endTime="{endHour}",
138 online=0,
139 verbose=1,
140 walk=0,
141 delay=180,
142 )
143
144 code = '[[1, 1, -1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [1, 1, -1], [-1, -1, 1], [-1, -1, 1], [-1, -1, 1], [1, 1, -1]]'
145 nCode = '128'
146 nBaud = '3'
147
148
149 proc_voltage = controller.addProcUnit(name='VoltageProc', inputId=read_unit.getId())
150
151 op1 = proc_voltage.addOperation(name='selectChannels', optype='self')
152 op1.addParameter(name='channelList', value='0, 1, 2, 3', format='intlist')
153
154 op2 = proc_voltage.addOperation(name='filterByHeights', optype='self')
155 op2.addParameter(name='window', value='4', format='int')
156
157 op3 = proc_voltage.addOperation(name='ProfileSelector', optype='other')
158 op3.addParameter(name='profileRangeList', value='32, 159', format='intList')
159
160 op4 = proc_voltage.addOperation(name='Decoder', optype='other')
161 op4.addParameter(name='code', value=code, format='intlist')
162 op4.addParameter(name='nCode', value=nCode, format='int')
163 op4.addParameter(name='nBaud', value=nBaud, format='int')
164 op4.addParameter(name='mode', value='0', format='int')
165
166
167
168 proc_spectra = controller.addProcUnit(datatype='Spectra', inputId=proc_voltage.getId())
169 proc_spectra.addParameter(name='nFFTPoints', value='128', format='int')
170 proc_spectra.addParameter(name='nProfiles', value='128', format='int')
171 proc_spectra.addParameter(name='pairsList', value='(0, 1), (2, 3)', format='pairslist')
172
173 op5 = proc_spectra.addOperation(name='IncohInt', optype='other')
174 op5.addParameter(name='n', value='4', format='int')
175
176 op6 = proc_spectra.addOperation(name='CrossSpectraPlot', optype='external')
177 op6.addParameter(name='id', value='10', format='int')
178 op6.addParameter(name='zmin', value='10.0', format='float')
179 op6.addParameter(name='zmax', value='35.0', format='float')
180
181
182 op7 = proc_spectra.addOperation(name='RTIPlot', optype='external')
183 op7.addParameter(name='id', value='20', format='int')
184 op7.addParameter(name='wintitle', value='RTI', format='str')
185 op7.addParameter(name='xmin', value='0', format='float')
186 op7.addParameter(name='xmax', value='24', format='float')
187 op7.addParameter(name='zmin', value='12', format='int')
188 op7.addParameter(name='zmax', value='32', format='int')
189 op7.addParameter(name='showprofile', value='1', format='int')
190 op7.addParameter(name='timerange', value=str(24*60*60), format='int')
191
192 op8 = proc_spectra.addOperation(name='CoherenceMap', optype='external')
193 op8.addParameter(name='id', value='30', format='int')
194 op8.addParameter(name='xmin', value='0.0', format='float')
195 op8.addParameter(name='xmax', value='24.0', format='float')
196
197
198 controller.start()
199
200 if __name__ == '__main__':
201 import time
202 start_time = time.time()
203 main()
204 print("--- %s seconds ---" % (time.time() - start_time))
205
206 '''
207
208
209
210
211
212
213
214
36 215 multiprocess = '''from schainpy.controller import Project, MPProject
37 216 from time import sleep
38 217 desc = "{desc}"
39 218
40 219 ####################
41 220 # PLOTTER RECEIVER #
42 221 ####################
43 222 plotter = Project()
44 223 plotter.setup(id='100', name='receiver', description=desc)
45 224
46 225 receiver_plot = plotter.addProcUnit(name='PlotterReceiver')
47 226 receiver_plot.addParameter(name='throttle', value=20, format='int')
48 227 receiver_plot.addParameter(name='plottypes', value='rti', format='str')
49 228
50 229 rti = receiver_plot.addOperation(name='PlotRTIData', optype='other')
51 230 rti.addParameter(name='zmin', value='-40.0', format='float')
52 231 rti.addParameter(name='zmax', value='100.0', format='float')
53 232 rti.addParameter(name='decimation', value='200', format='int')
54 233 rti.addParameter(name='xmin', value='0.0', format='int')
55 234 rti.addParameter(name='colormap', value='jet', format='str')
56 235
57 236 plotter.start()
58 237
59 238 sleep(2)
60 239
61 240 ################
62 241 # DATA EMITTER #
63 242 ################
64 project = Project()
65 project.setup(id='200', name="{name}", description=desc)
243 controller = Project()
244 controller.setup(id='200', name="{name}", description=desc)
66 245
67 spectra_reader = project.addReadUnit(datatype='SpectraReader',
246 spectra_reader = controller.addReadUnit(datatype='SpectraReader',
68 247 path="{path}",
69 248 startDate={startDate},
70 249 endDate={endDate},
71 250 startTime="{startHour}",
72 251 endTime="{endHour}",
73 252 online=0,
74 253 verbose=1,
75 254 walk=1,
76 255 )
77 256
78 spectra_proc = project.addProcUnit(datatype='Spectra', inputId=spectra_reader.getId())
257 spectra_proc = controller.addProcUnit(datatype='Spectra', inputId=spectra_reader.getId())
79 258
80 parameters_proc = project.addProcUnit(datatype='ParametersProc', inputId=spectra_proc.getId())
259 parameters_proc = controller.addProcUnit(datatype='ParametersProc', inputId=spectra_proc.getId())
81 260 moments = parameters_proc.addOperation(name='SpectralMoments', optype='other')
82 261
83 262 publish = parameters_proc.addOperation(name='PublishData', optype='other')
84 263 publish.addParameter(name='zeromq', value=1, format='int')
85 264 publish.addParameter(name='verbose', value=0, format='bool')
86 265
87 MPProject(project, 16)
266 MPProject(controller, 16)
88 267
89 268
90 269 '''
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