Mercurial > piecrust2
annotate piecrust/workerpool.py @ 871:504ddb370df8
refactor: Fixing some issues with baking assets.
author | Ludovic Chabant <ludovic@chabant.com> |
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date | Tue, 13 Jun 2017 22:30:27 -0700 |
parents | 08e02c2a2a1a |
children | 313db67cfc35 |
rev | line source |
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1 import io |
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2 import os |
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3 import sys |
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4 import time |
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5 import pickle |
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6 import logging |
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7 import threading |
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8 import traceback |
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9 import multiprocessing |
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10 from piecrust import fastpickle |
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11 from piecrust.environment import ExecutionStats |
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12 |
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13 |
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14 logger = logging.getLogger(__name__) |
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15 |
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16 use_fastqueue = True |
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17 use_fastpickle = False |
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18 |
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19 |
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20 class IWorker(object): |
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21 """ Interface for a pool worker. |
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22 """ |
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23 def initialize(self): |
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24 raise NotImplementedError() |
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25 |
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26 def process(self, job): |
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27 raise NotImplementedError() |
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28 |
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29 def getStats(self): |
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30 return None |
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31 |
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32 def shutdown(self): |
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33 pass |
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34 |
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35 |
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36 class WorkerExceptionData: |
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37 def __init__(self, wid): |
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38 super().__init__() |
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39 self.wid = wid |
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40 t, v, tb = sys.exc_info() |
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41 self.type = t |
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42 self.value = '\n'.join(_get_errors(v)) |
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43 self.traceback = ''.join(traceback.format_exception(t, v, tb)) |
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44 |
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45 def __str__(self): |
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46 return str(self.value) |
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47 |
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48 |
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49 def _get_errors(ex): |
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50 errors = [] |
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51 while ex is not None: |
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52 msg = str(ex) |
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53 errors.append(msg) |
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54 ex = ex.__cause__ |
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55 return errors |
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56 |
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57 |
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58 TASK_JOB = 0 |
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59 TASK_END = 1 |
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60 |
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61 |
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62 def worker_func(params): |
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63 if params.is_profiling: |
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64 try: |
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65 import cProfile as profile |
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66 except ImportError: |
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67 import profile |
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68 |
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69 params.is_profiling = False |
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70 name = params.worker_class.__name__ |
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71 profile.runctx('_real_worker_func(params)', |
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72 globals(), locals(), |
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73 filename='%s-%d.prof' % (name, params.wid)) |
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74 else: |
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75 _real_worker_func(params) |
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76 |
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77 |
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78 def _real_worker_func(params): |
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79 wid = params.wid |
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80 |
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81 stats = ExecutionStats() |
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82 stats.registerTimer('WorkerInit') |
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83 init_start_time = time.perf_counter() |
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84 |
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85 # In a context where `multiprocessing` is using the `spawn` forking model, |
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86 # the new process doesn't inherit anything, so we lost all our logging |
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87 # configuration here. Let's set it up again. |
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88 if (hasattr(multiprocessing, 'get_start_method') and |
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89 multiprocessing.get_start_method() == 'spawn'): |
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90 from piecrust.main import _pre_parse_chef_args |
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91 _pre_parse_chef_args(sys.argv[1:]) |
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92 |
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93 from piecrust.main import ColoredFormatter |
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94 root_logger = logging.getLogger() |
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95 root_logger.handlers[0].setFormatter(ColoredFormatter( |
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96 ('[W-%d]' % wid) + '[%(name)s] %(message)s')) |
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97 |
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98 logger.debug("Worker %d initializing..." % wid) |
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99 |
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100 # We don't need those. |
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101 params.inqueue._writer.close() |
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102 params.outqueue._reader.close() |
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103 |
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104 # Initialize the underlying worker class. |
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105 w = params.worker_class(*params.initargs) |
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106 w.wid = wid |
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107 try: |
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108 w.initialize() |
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109 except Exception as ex: |
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110 logger.error("Working failed to initialize:") |
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111 logger.exception(ex) |
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112 params.outqueue.put(None) |
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113 return |
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114 |
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115 stats.stepTimerSince('WorkerInit', init_start_time) |
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116 |
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117 # Start pumping! |
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118 completed = 0 |
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119 time_in_get = 0 |
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120 time_in_put = 0 |
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121 get = params.inqueue.get |
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122 put = params.outqueue.put |
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123 |
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124 while True: |
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125 get_start_time = time.perf_counter() |
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126 task = get() |
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127 time_in_get += (time.perf_counter() - get_start_time) |
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128 |
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129 task_type, task_data = task |
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130 |
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131 # End task... gather stats to send back to the main process. |
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132 if task_type == TASK_END: |
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133 logger.debug("Worker %d got end task, exiting." % wid) |
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134 stats.registerTimer('WorkerTaskGet', time=time_in_get) |
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135 stats.registerTimer('WorkerResultPut', time=time_in_put) |
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136 try: |
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137 stats.mergeStats(w.getStats()) |
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138 rep = (task_type, task_data, True, wid, (wid, stats)) |
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139 except Exception as e: |
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140 logger.debug( |
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141 "Error getting report, sending exception to main process:") |
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142 logger.debug(traceback.format_exc()) |
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143 we = WorkerExceptionData(wid) |
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144 rep = (task_type, task_data, False, wid, (wid, we)) |
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145 put(rep) |
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146 break |
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147 |
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148 # Job task... just do it. |
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149 elif task_type == TASK_JOB: |
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150 try: |
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151 res = (task_type, task_data, True, wid, w.process(task_data)) |
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152 except Exception as e: |
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153 logger.debug( |
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154 "Error processing job, sending exception to main process:") |
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155 logger.debug(traceback.format_exc()) |
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156 we = WorkerExceptionData(wid) |
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157 res = (task_type, task_data, False, wid, we) |
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158 |
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159 put_start_time = time.perf_counter() |
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160 put(res) |
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161 time_in_put += (time.perf_counter() - put_start_time) |
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162 |
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163 completed += 1 |
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164 |
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165 else: |
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166 raise Exception("Unknown task type: %s" % task_type) |
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167 |
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168 w.shutdown() |
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169 logger.debug("Worker %d completed %d tasks." % (wid, completed)) |
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170 |
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171 |
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172 class _WorkerParams: |
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173 def __init__(self, wid, inqueue, outqueue, worker_class, initargs=(), |
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174 is_profiling=False): |
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175 self.wid = wid |
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176 self.inqueue = inqueue |
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177 self.outqueue = outqueue |
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178 self.worker_class = worker_class |
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179 self.initargs = initargs |
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180 self.is_profiling = is_profiling |
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181 |
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182 |
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183 class WorkerPool: |
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184 def __init__(self, worker_class, initargs=(), *, |
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185 callback=None, error_callback=None, |
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186 worker_count=None, batch_size=None, |
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187 userdata=None): |
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188 self.userdata = userdata |
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189 |
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190 worker_count = worker_count or os.cpu_count() or 1 |
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191 |
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192 if use_fastqueue: |
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193 self._task_queue = FastQueue() |
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194 self._result_queue = FastQueue() |
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195 self._quick_put = self._task_queue.put |
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196 self._quick_get = self._result_queue.get |
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197 else: |
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198 self._task_queue = multiprocessing.SimpleQueue() |
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199 self._result_queue = multiprocessing.SimpleQueue() |
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200 self._quick_put = self._task_queue._writer.send |
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201 self._quick_get = self._result_queue._reader.recv |
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202 |
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203 self._callback = callback |
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204 self._error_callback = error_callback |
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205 self._batch_size = batch_size |
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206 self._jobs_left = 0 |
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207 self._event = threading.Event() |
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208 |
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209 main_module = sys.modules['__main__'] |
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210 is_profiling = os.path.basename(main_module.__file__) in [ |
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211 'profile.py', 'cProfile.py'] |
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212 |
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213 self._pool = [] |
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214 for i in range(worker_count): |
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215 worker_params = _WorkerParams( |
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216 i, self._task_queue, self._result_queue, |
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217 worker_class, initargs, |
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218 is_profiling=is_profiling) |
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219 w = multiprocessing.Process(target=worker_func, |
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220 args=(worker_params,)) |
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221 w.name = w.name.replace('Process', 'PoolWorker') |
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222 w.daemon = True |
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223 w.start() |
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224 self._pool.append(w) |
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225 |
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226 self._result_handler = threading.Thread( |
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227 target=WorkerPool._handleResults, |
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228 args=(self,)) |
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229 self._result_handler.daemon = True |
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230 self._result_handler.start() |
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231 |
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232 self._closed = False |
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233 |
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234 def queueJobs(self, jobs): |
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235 if self._closed: |
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236 raise Exception("This worker pool has been closed.") |
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237 |
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238 for job in jobs: |
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239 self._jobs_left += 1 |
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240 self._quick_put((TASK_JOB, job)) |
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241 |
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242 if self._jobs_left > 0: |
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243 self._event.clear() |
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244 |
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245 def wait(self, timeout=None): |
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246 return self._event.wait(timeout) |
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247 |
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248 def close(self): |
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249 if self._jobs_left > 0 or not self._event.is_set(): |
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250 raise Exception("A previous job queue has not finished yet.") |
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251 |
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252 logger.debug("Closing worker pool...") |
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253 handler = _ReportHandler(len(self._pool)) |
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254 self._callback = handler._handle |
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255 self._error_callback = handler._handleError |
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256 for w in self._pool: |
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257 self._quick_put((TASK_END, None)) |
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258 for w in self._pool: |
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259 w.join() |
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260 |
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261 logger.debug("Waiting for reports...") |
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262 if not handler.wait(2): |
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263 missing = handler.reports.index(None) |
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264 logger.warning( |
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265 "Didn't receive all worker reports before timeout. " |
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266 "Missing report from worker %d." % missing) |
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267 |
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268 logger.debug("Exiting result handler thread...") |
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269 self._result_queue.put(None) |
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270 self._result_handler.join() |
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271 self._closed = True |
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272 |
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273 return handler.reports |
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274 |
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275 def _onTaskDone(self): |
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276 self._jobs_left -= 1 |
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277 if self._jobs_left == 0: |
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278 self._event.set() |
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279 |
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280 @staticmethod |
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281 def _handleResults(pool): |
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282 userdata = pool.userdata |
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283 while True: |
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284 try: |
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285 res = pool._quick_get() |
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286 except (EOFError, OSError): |
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287 logger.debug("Result handler thread encountered connection " |
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288 "problem, exiting.") |
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289 return |
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290 |
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291 if res is None: |
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292 logger.debug("Result handler exiting.") |
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293 break |
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294 |
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295 task_type, task_data, success, wid, data = res |
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296 try: |
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297 if success: |
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298 if pool._callback: |
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299 pool._callback(task_data, data, userdata) |
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300 else: |
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301 if pool._error_callback: |
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302 pool._error_callback(task_data, data, userdata) |
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303 else: |
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304 logger.error( |
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305 "Worker %d failed to process a job:" % wid) |
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306 logger.error(data) |
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307 except Exception as ex: |
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308 logger.exception(ex) |
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309 |
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310 if task_type == TASK_JOB: |
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311 pool._onTaskDone() |
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312 |
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313 |
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314 class _ReportHandler: |
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315 def __init__(self, worker_count): |
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316 self.reports = [None] * worker_count |
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317 self._count = worker_count |
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318 self._received = 0 |
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319 self._event = threading.Event() |
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320 |
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321 def wait(self, timeout=None): |
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322 return self._event.wait(timeout) |
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323 |
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324 def _handle(self, job, res, _): |
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325 wid, data = res |
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326 if wid < 0 or wid > self._count: |
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327 logger.error("Ignoring report from unknown worker %d." % wid) |
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328 return |
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329 |
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330 self._received += 1 |
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331 self.reports[wid] = data |
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332 |
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333 if self._received == self._count: |
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334 self._event.set() |
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335 |
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336 def _handleError(self, job, res, _): |
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337 logger.error("Worker %d failed to send its report." % res.wid) |
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338 logger.error(res) |
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339 |
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340 |
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341 class FastQueue: |
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342 def __init__(self): |
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343 self._reader, self._writer = multiprocessing.Pipe(duplex=False) |
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344 self._rlock = multiprocessing.Lock() |
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345 self._wlock = multiprocessing.Lock() |
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346 self._initBuffers() |
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347 |
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348 def _initBuffers(self): |
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349 self._rbuf = io.BytesIO() |
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350 self._rbuf.truncate(256) |
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351 self._wbuf = io.BytesIO() |
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352 self._wbuf.truncate(256) |
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353 |
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354 def __getstate__(self): |
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355 return (self._reader, self._writer, self._rlock, self._wlock) |
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356 |
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357 def __setstate__(self, state): |
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358 (self._reader, self._writer, self._rlock, self._wlock) = state |
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359 self._initBuffers() |
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360 |
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361 def get(self): |
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362 with self._rlock: |
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363 try: |
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364 with self._rbuf.getbuffer() as b: |
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365 bufsize = self._reader.recv_bytes_into(b) |
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366 except multiprocessing.BufferTooShort as e: |
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367 bufsize = len(e.args[0]) |
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368 self._rbuf.truncate(bufsize * 2) |
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369 self._rbuf.seek(0) |
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370 self._rbuf.write(e.args[0]) |
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371 |
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372 self._rbuf.seek(0) |
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373 return _unpickle(self._rbuf, bufsize) |
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374 |
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375 def put(self, obj): |
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376 self._wbuf.seek(0) |
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377 _pickle(obj, self._wbuf) |
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378 size = self._wbuf.tell() |
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379 |
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380 self._wbuf.seek(0) |
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381 with self._wlock: |
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382 with self._wbuf.getbuffer() as b: |
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383 self._writer.send_bytes(b, 0, size) |
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384 |
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385 |
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386 def _pickle_fast(obj, buf): |
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387 fastpickle.pickle_intob(obj, buf) |
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388 |
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389 |
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390 def _unpickle_fast(buf, bufsize): |
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391 return fastpickle.unpickle_fromb(buf, bufsize) |
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392 |
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393 |
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394 def _pickle_default(obj, buf): |
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395 pickle.dump(obj, buf) |
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396 |
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397 |
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398 def _unpickle_default(buf, bufsize): |
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399 return pickle.load(buf) |
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400 |
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401 |
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402 if use_fastpickle: |
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403 _pickle = _pickle_fast |
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404 _unpickle = _unpickle_fast |
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405 else: |
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406 _pickle = _pickle_default |
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407 _unpickle = _unpickle_default |
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408 |