parallel.py 10 KB

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  1. from __future__ import absolute_import
  2. from __future__ import unicode_literals
  3. import logging
  4. import operator
  5. import sys
  6. from threading import Lock
  7. from threading import Semaphore
  8. from threading import Thread
  9. from docker.errors import APIError
  10. from docker.errors import ImageNotFound
  11. from six.moves import _thread as thread
  12. from six.moves.queue import Empty
  13. from six.moves.queue import Queue
  14. from compose.cli.colors import green
  15. from compose.cli.colors import red
  16. from compose.cli.signals import ShutdownException
  17. from compose.const import PARALLEL_LIMIT
  18. from compose.errors import HealthCheckFailed
  19. from compose.errors import NoHealthCheckConfigured
  20. from compose.errors import OperationFailedError
  21. from compose.utils import get_output_stream
  22. log = logging.getLogger(__name__)
  23. STOP = object()
  24. class GlobalLimit(object):
  25. """Simple class to hold a global semaphore limiter for a project. This class
  26. should be treated as a singleton that is instantiated when the project is.
  27. """
  28. global_limiter = Semaphore(PARALLEL_LIMIT)
  29. @classmethod
  30. def set_global_limit(cls, value):
  31. if value is None:
  32. value = PARALLEL_LIMIT
  33. cls.global_limiter = Semaphore(value)
  34. def parallel_execute_watch(events, writer, errors, results, msg, get_name):
  35. """ Watch events from a parallel execution, update status and fill errors and results.
  36. Returns exception to re-raise.
  37. """
  38. error_to_reraise = None
  39. for obj, result, exception in events:
  40. if exception is None:
  41. writer.write(msg, get_name(obj), 'done', green)
  42. results.append(result)
  43. elif isinstance(exception, ImageNotFound):
  44. # This is to bubble up ImageNotFound exceptions to the client so we
  45. # can prompt the user if they want to rebuild.
  46. errors[get_name(obj)] = exception.explanation
  47. writer.write(msg, get_name(obj), 'error', red)
  48. error_to_reraise = exception
  49. elif isinstance(exception, APIError):
  50. errors[get_name(obj)] = exception.explanation
  51. writer.write(msg, get_name(obj), 'error', red)
  52. elif isinstance(exception, (OperationFailedError, HealthCheckFailed, NoHealthCheckConfigured)):
  53. errors[get_name(obj)] = exception.msg
  54. writer.write(msg, get_name(obj), 'error', red)
  55. elif isinstance(exception, UpstreamError):
  56. writer.write(msg, get_name(obj), 'error', red)
  57. else:
  58. errors[get_name(obj)] = exception
  59. error_to_reraise = exception
  60. return error_to_reraise
  61. def parallel_execute(objects, func, get_name, msg, get_deps=None, limit=None):
  62. """Runs func on objects in parallel while ensuring that func is
  63. ran on object only after it is ran on all its dependencies.
  64. get_deps called on object must return a collection with its dependencies.
  65. get_name called on object must return its name.
  66. """
  67. objects = list(objects)
  68. stream = get_output_stream(sys.stderr)
  69. if ParallelStreamWriter.instance:
  70. writer = ParallelStreamWriter.instance
  71. else:
  72. writer = ParallelStreamWriter(stream)
  73. for obj in objects:
  74. writer.add_object(msg, get_name(obj))
  75. for obj in objects:
  76. writer.write_initial(msg, get_name(obj))
  77. events = parallel_execute_iter(objects, func, get_deps, limit)
  78. errors = {}
  79. results = []
  80. error_to_reraise = parallel_execute_watch(events, writer, errors, results, msg, get_name)
  81. for obj_name, error in errors.items():
  82. stream.write("\nERROR: for {} {}\n".format(obj_name, error))
  83. if error_to_reraise:
  84. raise error_to_reraise
  85. return results, errors
  86. def _no_deps(x):
  87. return []
  88. class State(object):
  89. """
  90. Holds the state of a partially-complete parallel operation.
  91. state.started: objects being processed
  92. state.finished: objects which have been processed
  93. state.failed: objects which either failed or whose dependencies failed
  94. """
  95. def __init__(self, objects):
  96. self.objects = objects
  97. self.started = set()
  98. self.finished = set()
  99. self.failed = set()
  100. def is_done(self):
  101. return len(self.finished) + len(self.failed) >= len(self.objects)
  102. def pending(self):
  103. return set(self.objects) - self.started - self.finished - self.failed
  104. class NoLimit(object):
  105. def __enter__(self):
  106. pass
  107. def __exit__(self, *ex):
  108. pass
  109. def parallel_execute_iter(objects, func, get_deps, limit):
  110. """
  111. Runs func on objects in parallel while ensuring that func is
  112. ran on object only after it is ran on all its dependencies.
  113. Returns an iterator of tuples which look like:
  114. # if func returned normally when run on object
  115. (object, result, None)
  116. # if func raised an exception when run on object
  117. (object, None, exception)
  118. # if func raised an exception when run on one of object's dependencies
  119. (object, None, UpstreamError())
  120. """
  121. if get_deps is None:
  122. get_deps = _no_deps
  123. if limit is None:
  124. limiter = NoLimit()
  125. else:
  126. limiter = Semaphore(limit)
  127. results = Queue()
  128. state = State(objects)
  129. while True:
  130. feed_queue(objects, func, get_deps, results, state, limiter)
  131. try:
  132. event = results.get(timeout=0.1)
  133. except Empty:
  134. continue
  135. # See https://github.com/docker/compose/issues/189
  136. except thread.error:
  137. raise ShutdownException()
  138. if event is STOP:
  139. break
  140. obj, _, exception = event
  141. if exception is None:
  142. log.debug('Finished processing: {}'.format(obj))
  143. state.finished.add(obj)
  144. else:
  145. log.debug('Failed: {}'.format(obj))
  146. state.failed.add(obj)
  147. yield event
  148. def producer(obj, func, results, limiter):
  149. """
  150. The entry point for a producer thread which runs func on a single object.
  151. Places a tuple on the results queue once func has either returned or raised.
  152. """
  153. with limiter, GlobalLimit.global_limiter:
  154. try:
  155. result = func(obj)
  156. results.put((obj, result, None))
  157. except Exception as e:
  158. results.put((obj, None, e))
  159. def feed_queue(objects, func, get_deps, results, state, limiter):
  160. """
  161. Starts producer threads for any objects which are ready to be processed
  162. (i.e. they have no dependencies which haven't been successfully processed).
  163. Shortcuts any objects whose dependencies have failed and places an
  164. (object, None, UpstreamError()) tuple on the results queue.
  165. """
  166. pending = state.pending()
  167. log.debug('Pending: {}'.format(pending))
  168. for obj in pending:
  169. deps = get_deps(obj)
  170. try:
  171. if any(dep[0] in state.failed for dep in deps):
  172. log.debug('{} has upstream errors - not processing'.format(obj))
  173. results.put((obj, None, UpstreamError()))
  174. state.failed.add(obj)
  175. elif all(
  176. dep not in objects or (
  177. dep in state.finished and (not ready_check or ready_check(dep))
  178. ) for dep, ready_check in deps
  179. ):
  180. log.debug('Starting producer thread for {}'.format(obj))
  181. t = Thread(target=producer, args=(obj, func, results, limiter))
  182. t.daemon = True
  183. t.start()
  184. state.started.add(obj)
  185. except (HealthCheckFailed, NoHealthCheckConfigured) as e:
  186. log.debug(
  187. 'Healthcheck for service(s) upstream of {} failed - '
  188. 'not processing'.format(obj)
  189. )
  190. results.put((obj, None, e))
  191. if state.is_done():
  192. results.put(STOP)
  193. class UpstreamError(Exception):
  194. pass
  195. class ParallelStreamWriter(object):
  196. """Write out messages for operations happening in parallel.
  197. Each operation has its own line, and ANSI code characters are used
  198. to jump to the correct line, and write over the line.
  199. """
  200. noansi = False
  201. lock = Lock()
  202. instance = None
  203. @classmethod
  204. def set_noansi(cls, value=True):
  205. cls.noansi = value
  206. def __init__(self, stream):
  207. self.stream = stream
  208. self.lines = []
  209. self.width = 0
  210. ParallelStreamWriter.instance = self
  211. def add_object(self, msg, obj_index):
  212. if msg is None:
  213. return
  214. self.lines.append(msg + obj_index)
  215. self.width = max(self.width, len(msg + ' ' + obj_index))
  216. def write_initial(self, msg, obj_index):
  217. if msg is None:
  218. return
  219. self.stream.write("{:<{width}} ... \r\n".format(
  220. msg + ' ' + obj_index, width=self.width))
  221. self.stream.flush()
  222. def _write_ansi(self, msg, obj_index, status):
  223. self.lock.acquire()
  224. position = self.lines.index(msg + obj_index)
  225. diff = len(self.lines) - position
  226. # move up
  227. self.stream.write("%c[%dA" % (27, diff))
  228. # erase
  229. self.stream.write("%c[2K\r" % 27)
  230. self.stream.write("{:<{width}} ... {}\r".format(msg + ' ' + obj_index,
  231. status, width=self.width))
  232. # move back down
  233. self.stream.write("%c[%dB" % (27, diff))
  234. self.stream.flush()
  235. self.lock.release()
  236. def _write_noansi(self, msg, obj_index, status):
  237. self.stream.write("{:<{width}} ... {}\r\n".format(msg + ' ' + obj_index,
  238. status, width=self.width))
  239. self.stream.flush()
  240. def write(self, msg, obj_index, status, color_func):
  241. if msg is None:
  242. return
  243. if self.noansi:
  244. self._write_noansi(msg, obj_index, status)
  245. else:
  246. self._write_ansi(msg, obj_index, color_func(status))
  247. def parallel_operation(containers, operation, options, message):
  248. parallel_execute(
  249. containers,
  250. operator.methodcaller(operation, **options),
  251. operator.attrgetter('name'),
  252. message,
  253. )
  254. def parallel_remove(containers, options):
  255. stopped_containers = [c for c in containers if not c.is_running]
  256. parallel_operation(stopped_containers, 'remove', options, 'Removing')
  257. def parallel_pause(containers, options):
  258. parallel_operation(containers, 'pause', options, 'Pausing')
  259. def parallel_unpause(containers, options):
  260. parallel_operation(containers, 'unpause', options, 'Unpausing')
  261. def parallel_kill(containers, options):
  262. parallel_operation(containers, 'kill', options, 'Killing')