| 1 | #!/usr/bin/python3 | 
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| 2 | """ | 
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| 3 | Python Script to implement R.M.I.T. testing : Randomized Multiple Interleaved Trials | 
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| 4 |  | 
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| 5 | ./rmit.py run COMMAND CANDIDATES | 
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| 6 | -t trials | 
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| 7 | -o option:values | 
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| 8 | """ | 
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| 9 |  | 
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| 10 |  | 
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| 11 | import argparse | 
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| 12 | import datetime | 
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| 13 | import itertools | 
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| 14 | import json | 
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| 15 | import os | 
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| 16 | import random | 
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| 17 | import re | 
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| 18 | import subprocess | 
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| 19 | import sys | 
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| 20 |  | 
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| 21 |  | 
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| 22 | def parse_range(x): | 
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| 23 | result = [] | 
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| 24 | for part in x.split(','): | 
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| 25 | if '-' in part: | 
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| 26 | a, b = part.split('-') | 
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| 27 | a, b = int(a), int(b) | 
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| 28 | result.extend(range(a, b + 1)) | 
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| 29 | else: | 
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| 30 | a = int(part) | 
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| 31 | result.append(a) | 
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| 32 | return result | 
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| 33 |  | 
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| 34 | class DependentOpt: | 
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| 35 | def __init__(self, key, value): | 
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| 36 | self.key = key | 
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| 37 | self.value = value | 
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| 38 | self.vars = re.findall("[a-zA-Z]", value) | 
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| 39 |  | 
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| 40 | def parse_option(key, values): | 
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| 41 | try: | 
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| 42 | num = int(values) | 
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| 43 | return key, [num] | 
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| 44 | except: | 
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| 45 | pass | 
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| 46 |  | 
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| 47 | if re.search("^[0-9-,]+$", values): | 
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| 48 | values = parse_range(values) | 
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| 49 | return key, [v for v in values] | 
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| 50 | else: | 
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| 51 | return key, DependentOpt(key, values) | 
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| 52 |  | 
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| 53 | def eval_one(fmt, vals): | 
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| 54 | orig = fmt | 
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| 55 | for k, v in vals: | 
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| 56 | fmt = fmt.replace(k, str(v)) | 
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| 57 |  | 
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| 58 | if not re.search("^[0-9-/*+ ]+$", fmt): | 
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| 59 | print('ERROR: pattern option {} (interpreted as {}) could not be evaluated'.format(orig, fmt), file=sys.stderr) | 
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| 60 | sys.exit(1) | 
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| 61 |  | 
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| 62 | return eval(fmt) | 
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| 63 |  | 
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| 64 | def eval_options(opts): | 
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| 65 | dependents = [d for d in opts.values() if type(d) is DependentOpt] | 
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| 66 | processed = [] | 
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| 67 | nopts = [] | 
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| 68 | for d in dependents: | 
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| 69 | processed.append(d.key) | 
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| 70 | lists = [] | 
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| 71 | for dvar in d.vars: | 
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| 72 | if not dvar in opts.keys(): | 
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| 73 | print('ERROR: extra pattern option {}:{} uses unknown key {}'.format(d.key,d.value,dvar), file=sys.stderr) | 
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| 74 | sys.exit(1) | 
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| 75 |  | 
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| 76 | lists.append([(dvar, o) for o in opts[dvar]]) | 
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| 77 | processed.append(dvar) | 
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| 78 |  | 
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| 79 | kopt = [] | 
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| 80 | for vals in list(itertools.product(*lists)): | 
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| 81 | res = ['-{}'.format(d.key), "{}".format(eval_one(d.value, vals))] | 
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| 82 | for k, v in vals: | 
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| 83 | res.extend(['-{}'.format(k), "{}".format(v)]) | 
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| 84 | kopt.append(res) | 
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| 85 | nopts.append(kopt) | 
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| 86 |  | 
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| 87 |  | 
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| 88 | for k, vals in opts.items(): | 
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| 89 | if k not in processed: | 
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| 90 | kopt = [] | 
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| 91 | for v in vals: | 
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| 92 | kopt.append(['-{}'.format(k), "{}".format(v)]) | 
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| 93 | nopts.append(kopt) | 
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| 94 |  | 
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| 95 | return nopts | 
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| 96 |  | 
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| 97 | def actions_eta(actions): | 
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| 98 | time = 0 | 
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| 99 | for a in actions: | 
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| 100 | i = 0 | 
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| 101 | while i < len(a): | 
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| 102 | if a[i] == '-d': | 
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| 103 | i += 1 | 
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| 104 | if i != len(a): | 
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| 105 | time += int(a[i]) | 
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| 106 | i += 1 | 
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| 107 | return time | 
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| 108 |  | 
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| 109 | if __name__ == "__main__": | 
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| 110 | # ================================================================================ | 
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| 111 | # parse command line arguments | 
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| 112 | formats = ['raw', 'csv', 'json'] | 
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| 113 | parser = argparse.ArgumentParser(description='Python Script to implement R.M.I.T. testing : Randomized Multiple Interleaved Trials') | 
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| 114 | parser.add_argument('--list', help='List all the commands that would be run', action='store_true') | 
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| 115 | parser.add_argument('--file', nargs='?', type=argparse.FileType('w'), default=sys.stdout) | 
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| 116 | parser.add_argument('--trials', help='Number of trials to run per combinaison', type=int, default=3) | 
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| 117 | parser.add_argument('command', metavar='command', type=str, nargs=1, help='the command prefix to run') | 
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| 118 | parser.add_argument('candidates', metavar='candidates', type=str, nargs='*', help='the candidate suffix to run') | 
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| 119 |  | 
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| 120 | try: | 
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| 121 | options, unknown =  parser.parse_known_args() | 
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| 122 |  | 
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| 123 | options.option = [] | 
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| 124 | while unknown: | 
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| 125 | key = unknown.pop(0) | 
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| 126 | val = unknown.pop(0) | 
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| 127 |  | 
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| 128 | if key[0] != '-': | 
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| 129 | raise ValueError | 
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| 130 |  | 
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| 131 | options.option.append((key[1:], val)) | 
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| 132 |  | 
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| 133 | except: | 
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| 134 | print('ERROR: invalid arguments', file=sys.stderr) | 
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| 135 | parser.print_help(sys.stderr) | 
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| 136 | sys.exit(1) | 
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| 137 |  | 
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| 138 | # ================================================================================ | 
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| 139 | # Identify the commands to run | 
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| 140 | commands = ["./" + options.command[0] + "-" + c for c in options.candidates] | 
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| 141 | for c in commands: | 
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| 142 | if not os.path.isfile(c): | 
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| 143 | print('ERROR: invalid command {}, file does not exist'.format(c), file=sys.stderr) | 
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| 144 | sys.exit(1) | 
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| 145 |  | 
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| 146 | if not os.access(c, os.X_OK): | 
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| 147 | print('ERROR: invalid command {}, file not executable'.format(c), file=sys.stderr) | 
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| 148 | sys.exit(1) | 
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| 149 |  | 
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| 150 |  | 
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| 151 | # ================================================================================ | 
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| 152 | # Identify the options to run | 
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| 153 | opts = dict([parse_option(k, v) for k, v in options.option]) | 
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| 154 |  | 
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| 155 | # Evaluate the options (options can depend on the value of other options) | 
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| 156 | opts = eval_options(opts) | 
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| 157 |  | 
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| 158 | # ================================================================================ | 
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| 159 | # Figure out all the combinations to run | 
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| 160 | actions = [] | 
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| 161 | for p in itertools.product(range(options.trials), commands, *opts): | 
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| 162 | act = [p[1]] | 
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| 163 | for o in p[2:]: | 
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| 164 | act.extend(o) | 
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| 165 | actions.append(act) | 
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| 166 |  | 
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| 167 | # ================================================================================ | 
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| 168 | # Figure out all the combinations to run | 
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| 169 | if options.list: | 
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| 170 | for a in actions: | 
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| 171 | print(" ".join(a)) | 
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| 172 | sys.exit(0) | 
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| 173 |  | 
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| 174 |  | 
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| 175 | # ================================================================================ | 
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| 176 | # Prepare to run | 
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| 177 |  | 
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| 178 | # find expected time | 
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| 179 | time = actions_eta(actions) | 
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| 180 | print("Running {} trials{}".format(len(actions), "" if time == 0 else " (expecting to take {})".format(str(datetime.timedelta(seconds=int(time)))) )) | 
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| 181 |  | 
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| 182 | random.shuffle(actions) | 
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| 183 |  | 
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| 184 | # ================================================================================ | 
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| 185 | # Run | 
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| 186 | options.file.write("[") | 
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| 187 | first = True | 
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| 188 | for i, a in enumerate(actions): | 
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| 189 | sa = " ".join(a) | 
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| 190 | if first: | 
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| 191 | first = False | 
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| 192 | else: | 
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| 193 | options.file.write(",") | 
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| 194 | if options.file != sys.stdout: | 
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| 195 | print("{}/{} : {}          \r".format(i, len(actions), sa), end = '') | 
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| 196 | fields = {} | 
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| 197 | with subprocess.Popen( a, stdout  = subprocess.PIPE, stderr  = subprocess.PIPE) as proc: | 
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| 198 | out, err = proc.communicate() | 
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| 199 | if proc.returncode != 0: | 
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| 200 | print("ERROR: command '{}' encountered error, returned code {}".format(sa, proc.returncode), file=sys.stderr) | 
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| 201 | print(err.decode("utf-8")) | 
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| 202 | sys.exit(1) | 
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| 203 | for s in out.decode("utf-8").splitlines(): | 
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| 204 | match = re.search("^(.*):(.*)$", s) | 
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| 205 | if match: | 
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| 206 | fields[match.group(1).strip()] = float(match.group(2).strip().replace(',','')) | 
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| 207 |  | 
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| 208 | options.file.write(json.dumps([a[0][2:], sa, fields])) | 
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| 209 | options.file.flush() | 
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| 210 |  | 
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| 211 | options.file.write("]\n") | 
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| 212 |  | 
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| 213 | if options.file != sys.stdout: | 
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| 214 | print("Done                                                                                ") | 
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