docker_helper.py 16 KB

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  1. import os
  2. import socket
  3. import json
  4. import docker
  5. import time
  6. import re
  7. import traceback
  8. from threading import Thread
  9. from colorama import Fore, Style
  10. from toolset.utils.output_helper import log
  11. from toolset.databases import databases
  12. from psutil import virtual_memory
  13. class DockerHelper:
  14. def __init__(self, benchmarker=None):
  15. self.benchmarker = benchmarker
  16. self.client = docker.DockerClient(
  17. base_url=self.benchmarker.config.client_docker_host)
  18. self.server = docker.DockerClient(
  19. base_url=self.benchmarker.config.server_docker_host)
  20. self.database = docker.DockerClient(
  21. base_url=self.benchmarker.config.database_docker_host)
  22. def __build(self, base_url, path, build_log_file, log_prefix, dockerfile,
  23. tag, buildargs={}):
  24. '''
  25. Builds docker containers using docker-py low-level api
  26. '''
  27. self.benchmarker.time_logger.mark_build_start()
  28. with open(build_log_file, 'w') as build_log:
  29. try:
  30. client = docker.APIClient(base_url=base_url)
  31. output = client.build(
  32. path=path,
  33. dockerfile=dockerfile,
  34. tag=tag,
  35. forcerm=True,
  36. timeout=3600,
  37. pull=True,
  38. buildargs=buildargs,
  39. decode=True
  40. )
  41. buffer = ""
  42. for token in output:
  43. if 'stream' in token:
  44. buffer += token[list(token.keys())[0]]
  45. elif 'errorDetail' in token:
  46. raise Exception(token['errorDetail']['message'])
  47. while "\n" in buffer:
  48. index = buffer.index("\n")
  49. line = buffer[:index]
  50. buffer = buffer[index + 1:]
  51. log(line,
  52. prefix=log_prefix,
  53. file=build_log,
  54. color=Fore.WHITE + Style.BRIGHT \
  55. if re.match(r'^Step \d+\/\d+', line) else '')
  56. # Kill docker builds if they exceed 60 mins. This will only
  57. # catch builds that are still printing output.
  58. if self.benchmarker.time_logger.time_since_start() > 3600:
  59. log("Build time exceeded 60 minutes",
  60. prefix=log_prefix,
  61. file=build_log,
  62. color=Fore.RED)
  63. raise Exception
  64. if buffer:
  65. log(buffer,
  66. prefix=log_prefix,
  67. file=build_log,
  68. color=Fore.WHITE + Style.BRIGHT \
  69. if re.match(r'^Step \d+\/\d+', buffer) else '')
  70. except Exception:
  71. tb = traceback.format_exc()
  72. log("Docker build failed; terminating",
  73. prefix=log_prefix,
  74. file=build_log,
  75. color=Fore.RED)
  76. log(tb, prefix=log_prefix, file=build_log)
  77. self.benchmarker.time_logger.log_build_end(
  78. log_prefix=log_prefix, file=build_log)
  79. raise
  80. self.benchmarker.time_logger.log_build_end(
  81. log_prefix=log_prefix, file=build_log)
  82. def clean(self):
  83. '''
  84. Cleans all the docker test images from the system and prunes
  85. '''
  86. for image in self.server.images.list():
  87. if len(image.tags) > 0:
  88. if 'tfb.test.' in image.tags[0]:
  89. try:
  90. self.server.images.remove(image.id, force=True)
  91. except Exception:
  92. pass
  93. self.server.images.prune()
  94. self.database.images.prune()
  95. def build(self, test, build_log_dir=os.devnull):
  96. '''
  97. Builds the test docker containers
  98. '''
  99. log_prefix = "%s: " % test.name
  100. # Build the test image
  101. test_docker_file = '%s.dockerfile' % test.name
  102. if hasattr(test, 'dockerfile'):
  103. test_docker_file = test.dockerfile
  104. test_database = ''
  105. if hasattr(test, 'database'):
  106. test_database = test.database
  107. build_log_file = build_log_dir
  108. if build_log_dir is not os.devnull:
  109. build_log_file = os.path.join(
  110. build_log_dir,
  111. "%s.log" % test_docker_file.replace(".dockerfile", "").lower())
  112. try:
  113. self.__build(
  114. base_url=self.benchmarker.config.server_docker_host,
  115. build_log_file=build_log_file,
  116. log_prefix=log_prefix,
  117. path=test.directory,
  118. dockerfile=test_docker_file,
  119. buildargs=({
  120. 'BENCHMARK_ENV':
  121. self.benchmarker.config.results_environment,
  122. 'TFB_TEST_NAME': test.name,
  123. 'TFB_TEST_DATABASE': test_database
  124. }),
  125. tag="techempower/tfb.test.%s" % test.name)
  126. except Exception:
  127. return 1
  128. return 0
  129. def run(self, test, run_log_dir):
  130. '''
  131. Run the given Docker container(s)
  132. '''
  133. log_prefix = "%s: " % test.name
  134. container = None
  135. try:
  136. def watch_container(docker_container, docker_file):
  137. with open(
  138. os.path.join(
  139. run_log_dir, "%s.log" % docker_file.replace(
  140. ".dockerfile", "").lower()), 'w') as run_log:
  141. for line in docker_container.logs(stream=True):
  142. log(line.decode(), prefix=log_prefix, file=run_log)
  143. extra_hosts = None
  144. name = "tfb-server"
  145. if self.benchmarker.config.network is None:
  146. extra_hosts = {
  147. socket.gethostname():
  148. str(self.benchmarker.config.server_host),
  149. 'tfb-server':
  150. str(self.benchmarker.config.server_host),
  151. 'tfb-database':
  152. str(self.benchmarker.config.database_host)
  153. }
  154. name = None
  155. if self.benchmarker.config.network_mode is None:
  156. sysctl = {'net.core.somaxconn': 65535}
  157. else:
  158. # Do not pass `net.*` kernel params when using host network mode
  159. sysctl = None
  160. ulimit = [{
  161. 'name': 'nofile',
  162. 'hard': 200000,
  163. 'soft': 200000
  164. }, {
  165. 'name': 'rtprio',
  166. 'hard': 99,
  167. 'soft': 99
  168. }]
  169. docker_cmd = ''
  170. if hasattr(test, 'docker_cmd'):
  171. docker_cmd = test.docker_cmd
  172. # Expose ports in debugging mode
  173. ports = {}
  174. environment = {}
  175. if self.benchmarker.config.mode == "debug":
  176. environment['DEBUG'] = 'true'
  177. ports = {test.port: test.port}
  178. # This allows to expose a debugger port to attach
  179. # to the webserver from IDE
  180. if hasattr(test, 'debug_port'):
  181. ports[test.debug_port] = test.debug_port
  182. # Total memory limit allocated for the test container
  183. if self.benchmarker.config.test_container_memory is not None:
  184. mem_limit = self.benchmarker.config.test_container_memory
  185. else:
  186. mem_limit = int(round(virtual_memory().total * .95))
  187. # Convert extra docker runtime args to a dictionary
  188. extra_docker_args = {}
  189. if self.benchmarker.config.extra_docker_runtime_args is not None:
  190. extra_docker_args = {key: int(value) if value.isdigit() else value for key, value in (pair.split(":", 1) for pair in self.benchmarker.config.extra_docker_runtime_args)}
  191. container = self.server.containers.run(
  192. "techempower/tfb.test.%s" % test.name,
  193. name=name,
  194. command=docker_cmd,
  195. network=self.benchmarker.config.network,
  196. network_mode=self.benchmarker.config.network_mode,
  197. ports=ports,
  198. environment=environment,
  199. stderr=True,
  200. detach=True,
  201. init=True,
  202. extra_hosts=extra_hosts,
  203. privileged=True,
  204. ulimits=ulimit,
  205. mem_limit=mem_limit,
  206. sysctls=sysctl,
  207. remove=True,
  208. log_config={'type': None},
  209. **extra_docker_args
  210. )
  211. watch_thread = Thread(
  212. target=watch_container,
  213. args=(
  214. container,
  215. "%s.dockerfile" % test.name,
  216. ))
  217. watch_thread.daemon = True
  218. watch_thread.start()
  219. except Exception:
  220. with open(
  221. os.path.join(run_log_dir, "%s.log" % test.name.lower()),
  222. 'w') as run_log:
  223. tb = traceback.format_exc()
  224. log("Running docker container: %s.dockerfile failed" %
  225. test.name,
  226. prefix=log_prefix,
  227. file=run_log)
  228. log(tb, prefix=log_prefix, file=run_log)
  229. return container
  230. @staticmethod
  231. def __stop_container(container):
  232. try:
  233. container.stop(timeout=2)
  234. time.sleep(2)
  235. except:
  236. # container has already been killed
  237. pass
  238. @staticmethod
  239. def __stop_all(docker_client):
  240. for container in docker_client.containers.list():
  241. if len(container.image.tags) > 0 \
  242. and 'techempower' in container.image.tags[0] \
  243. and 'tfb:latest' not in container.image.tags[0]:
  244. DockerHelper.__stop_container(container)
  245. def stop(self, containers=None):
  246. '''
  247. Attempts to stop a container or list of containers.
  248. If no containers are passed, stops all running containers.
  249. '''
  250. is_multi_setup = self.benchmarker.config.server_docker_host != \
  251. self.benchmarker.config.database_docker_host
  252. if containers:
  253. if not isinstance(containers, list):
  254. containers = [containers]
  255. for container in containers:
  256. DockerHelper.__stop_container(container)
  257. else:
  258. DockerHelper.__stop_all(self.server)
  259. if is_multi_setup:
  260. DockerHelper.__stop_all(self.database)
  261. DockerHelper.__stop_all(self.client)
  262. self.database.containers.prune()
  263. if is_multi_setup:
  264. # Then we're on a 3 machine set up
  265. self.server.containers.prune()
  266. self.client.containers.prune()
  267. def build_databases(self):
  268. '''
  269. Builds all the databases necessary to run the list of benchmarker tests
  270. '''
  271. built = []
  272. for test in self.benchmarker.tests:
  273. db = test.database.lower()
  274. if db not in built and db != "none":
  275. image_name = "techempower/%s:latest" % db
  276. log_prefix = image_name + ": "
  277. database_dir = os.path.join(self.benchmarker.config.db_root,
  278. db)
  279. docker_file = "%s.dockerfile" % db
  280. self.__build(
  281. base_url=self.benchmarker.config.database_docker_host,
  282. path=database_dir,
  283. dockerfile=docker_file,
  284. log_prefix=log_prefix,
  285. build_log_file=os.devnull,
  286. tag="techempower/%s" % db)
  287. built.append(db)
  288. def start_database(self, database):
  289. '''
  290. Sets up a container for the given database and port, and starts said docker
  291. container.
  292. '''
  293. image_name = "techempower/%s:latest" % database
  294. log_prefix = image_name + ": "
  295. if self.benchmarker.config.network_mode is None:
  296. sysctl = {
  297. 'net.core.somaxconn': 65535,
  298. 'kernel.sem': "250 32000 256 512"
  299. }
  300. else:
  301. # Do not pass `net.*` kernel params when using host network mode
  302. sysctl = {
  303. 'kernel.sem': "250 32000 256 512"
  304. }
  305. ulimit = [{'name': 'nofile', 'hard': 65535, 'soft': 65535}]
  306. container = self.database.containers.run(
  307. "techempower/%s" % database,
  308. name="tfb-database",
  309. network=self.benchmarker.config.network,
  310. network_mode=self.benchmarker.config.network_mode,
  311. detach=True,
  312. ulimits=ulimit,
  313. sysctls=sysctl,
  314. remove=True,
  315. log_config={'type': None})
  316. # Sleep until the database accepts connections
  317. slept = 0
  318. max_sleep = 60
  319. database_ready = False
  320. while not database_ready and slept < max_sleep:
  321. time.sleep(1)
  322. slept += 1
  323. database_ready = databases[database].test_connection(self.benchmarker.config)
  324. if not database_ready:
  325. log("Database was not ready after startup", prefix=log_prefix)
  326. return container
  327. def build_wrk(self):
  328. '''
  329. Builds the techempower/tfb.wrk container
  330. '''
  331. self.__build(
  332. base_url=self.benchmarker.config.client_docker_host,
  333. path=self.benchmarker.config.wrk_root,
  334. dockerfile="wrk.dockerfile",
  335. log_prefix="wrk: ",
  336. build_log_file=os.devnull,
  337. tag="techempower/tfb.wrk")
  338. def test_client_connection(self, url):
  339. '''
  340. Tests that the app server at the given url responds successfully to a
  341. request.
  342. '''
  343. try:
  344. self.client.containers.run(
  345. 'techempower/tfb.wrk',
  346. 'curl --fail --max-time 5 %s' % url,
  347. remove=True,
  348. log_config={'type': None},
  349. network=self.benchmarker.config.network,
  350. network_mode=self.benchmarker.config.network_mode)
  351. except Exception:
  352. return False
  353. return True
  354. def server_container_exists(self, container_id_or_name):
  355. '''
  356. Returns True if the container still exists on the server.
  357. '''
  358. try:
  359. self.server.containers.get(container_id_or_name)
  360. return True
  361. except:
  362. return False
  363. def benchmark(self, script, variables, raw_file):
  364. '''
  365. Runs the given remote_script on the wrk container on the client machine.
  366. '''
  367. def watch_container(container):
  368. with open(raw_file, 'w') as benchmark_file:
  369. for line in container.logs(stream=True):
  370. log(line.decode(), file=benchmark_file)
  371. if self.benchmarker.config.network_mode is None:
  372. sysctl = {'net.core.somaxconn': 65535}
  373. else:
  374. # Do not pass `net.*` kernel params when using host network mode
  375. sysctl = None
  376. ulimit = [{'name': 'nofile', 'hard': 65535, 'soft': 65535}]
  377. watch_container(
  378. self.client.containers.run(
  379. "techempower/tfb.wrk",
  380. "/bin/bash /%s" % script,
  381. environment=variables,
  382. network=self.benchmarker.config.network,
  383. network_mode=self.benchmarker.config.network_mode,
  384. detach=True,
  385. stderr=True,
  386. ulimits=ulimit,
  387. sysctls=sysctl,
  388. remove=True,
  389. log_config={'type': None}))