docker_helper.py 20 KB

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  1. import os
  2. import socket
  3. import fnmatch
  4. import multiprocessing
  5. import json
  6. import docker
  7. import time
  8. import re
  9. import traceback
  10. from threading import Thread
  11. from colorama import Fore, Style
  12. from toolset.utils.output_helper import log
  13. from toolset.utils.metadata_helper import gather_tests
  14. from toolset.utils.ordered_set import OrderedSet
  15. from toolset.utils.database_helper import test_database
  16. def clean(benchmarker_config):
  17. '''
  18. Cleans all the docker images from the system
  19. '''
  20. # Clean the app server images
  21. client = docker.DockerClient(
  22. base_url=benchmarker_config.server_docker_host)
  23. client.images.prune()
  24. for image in client.images.list():
  25. if len(image.tags) > 0:
  26. # 'techempower/tfb.test.gemini:0.1' -> 'techempower/tfb.test.gemini'
  27. image_tag = image.tags[0].split(':')[0]
  28. if image_tag != 'techempower/tfb':
  29. client.images.remove(image.id, force=True)
  30. client.images.prune()
  31. # Clean the database server images
  32. client = docker.DockerClient(
  33. base_url=benchmarker_config.database_docker_host)
  34. client.images.prune()
  35. for image in client.images.list():
  36. if len(image.tags) > 0:
  37. # 'techempower/tfb.test.gemini:0.1' -> 'techempower/tfb.test.gemini'
  38. image_tag = image.tags[0].split(':')[0]
  39. if image_tag != 'techempower/tfb':
  40. client.images.remove(image.id, force=True)
  41. client.images.prune()
  42. def publish(benchmarker_config):
  43. '''
  44. Builds fresh versions of all the docker container images known in the
  45. system and attempts to publish them to dockerhub.
  46. Note: this requires `docker login` to have been performed prior to the
  47. call.
  48. '''
  49. start_time = time.time()
  50. docker_buildargs = {
  51. 'CPU_COUNT': str(multiprocessing.cpu_count()),
  52. 'MAX_CONCURRENCY': str(max(benchmarker_config.concurrency_levels)),
  53. 'TFB_DATABASE': str(benchmarker_config.database_host)
  54. }
  55. # Force building instead of pulling
  56. benchmarker_config.build = True
  57. tests = gather_tests(benchmarker_config=benchmarker_config)
  58. for test in tests:
  59. __build_dependencies(benchmarker_config, test, docker_buildargs)
  60. client = docker.DockerClient(
  61. base_url=benchmarker_config.server_docker_host)
  62. client.login("USERNAME", "PASSWORD")
  63. for image in client.images.list():
  64. has_tags = len(image.tags) > 0
  65. if has_tags and 'techempower' in image.tags[0] and 'tfb.test' not in image.tags[0]:
  66. log("Pushing docker image: %s" % image.tags[0].split(':')[0])
  67. client.images.push(image.tags[0].split(':')[0])
  68. log("Publish took: %s seconds" % (time.time() - start_time))
  69. def build(benchmarker_config, test_names, build_log_dir=os.devnull):
  70. '''
  71. Builds the dependency chain as well as the test implementation docker images
  72. for the given tests.
  73. '''
  74. docker_buildargs = {
  75. 'MAX_CONCURRENCY': str(max(benchmarker_config.concurrency_levels)),
  76. 'TFB_DATABASE': str(benchmarker_config.database_host)
  77. }
  78. tests = gather_tests(
  79. include=test_names, benchmarker_config=benchmarker_config)
  80. for test in tests:
  81. log_prefix = "%s: " % test.name
  82. if __build_dependencies(benchmarker_config, test, docker_buildargs,
  83. build_log_dir) > 0:
  84. return 1
  85. # Build the test image
  86. test_docker_file = "%s.dockerfile" % test.name
  87. build_log_file = build_log_dir
  88. if build_log_dir is not os.devnull:
  89. build_log_file = os.path.join(
  90. build_log_dir,
  91. "%s.log" % test_docker_file.replace(".dockerfile", "").lower())
  92. with open(build_log_file, 'w') as build_log:
  93. try:
  94. for line in docker.APIClient(
  95. base_url=benchmarker_config.server_docker_host).build(
  96. path=test.directory,
  97. dockerfile=test_docker_file,
  98. tag="techempower/tfb.test.%s" %
  99. test_docker_file.replace(".dockerfile", ""),
  100. buildargs=docker_buildargs,
  101. forcerm=True):
  102. if line.startswith('{"stream":'):
  103. line = json.loads(line)
  104. line = line[line.keys()[0]].encode('utf-8')
  105. log(line,
  106. prefix=log_prefix,
  107. file=build_log,
  108. color=Fore.WHITE + Style.BRIGHT \
  109. if re.match(r'^Step \d+\/\d+', line) else '')
  110. except Exception:
  111. tb = traceback.format_exc()
  112. log("Docker build failed; terminating",
  113. prefix=log_prefix,
  114. file=build_log,
  115. color=Fore.RED)
  116. log(tb, prefix=log_prefix, file=build_log)
  117. return 1
  118. return 0
  119. def run(benchmarker_config, test, run_log_dir):
  120. '''
  121. Run the given Docker container(s)
  122. '''
  123. client = docker.DockerClient(
  124. base_url=benchmarker_config.server_docker_host)
  125. containers = []
  126. log_prefix = "%s: " % test.name
  127. try:
  128. def watch_container(container, docker_file):
  129. with open(
  130. os.path.join(run_log_dir, "%s.log" % docker_file.replace(
  131. ".dockerfile", "").lower()), 'w') as run_log:
  132. for line in container.logs(stream=True):
  133. log(line, prefix=log_prefix, file=run_log)
  134. extra_hosts = None
  135. name = "tfb-server"
  136. if benchmarker_config.network is None:
  137. extra_hosts = {
  138. socket.gethostname(): str(benchmarker_config.server_host),
  139. 'tfb-server': str(benchmarker_config.server_host),
  140. 'tfb-database': str(benchmarker_config.database_host)
  141. }
  142. name = None
  143. sysctl = {'net.core.somaxconn': 65535}
  144. ulimit = [{
  145. 'name': 'nofile',
  146. 'hard': 200000,
  147. 'soft': 200000
  148. }, {
  149. 'name': 'rtprio',
  150. 'hard': 99,
  151. 'soft': 99
  152. }]
  153. container = client.containers.run(
  154. "techempower/tfb.test.%s" % test.name,
  155. name=name,
  156. network=benchmarker_config.network,
  157. network_mode=benchmarker_config.network_mode,
  158. stderr=True,
  159. detach=True,
  160. init=True,
  161. extra_hosts=extra_hosts,
  162. privileged=True,
  163. ulimits=ulimit,
  164. sysctls=sysctl)
  165. containers.append(container)
  166. watch_thread = Thread(
  167. target=watch_container,
  168. args=(
  169. container,
  170. "%s.dockerfile" % test.name,
  171. ))
  172. watch_thread.daemon = True
  173. watch_thread.start()
  174. except Exception:
  175. with open(
  176. os.path.join(run_log_dir, "%s.log" % test.name.lower()),
  177. 'w') as run_log:
  178. tb = traceback.format_exc()
  179. log("Running docker cointainer: %s.dockerfile failed" % test.name,
  180. prefix=log_prefix,
  181. file=run_log)
  182. log(tb, prefix=log_prefix, file=run_log)
  183. return containers
  184. def successfully_running_containers(benchmarker_config, test, out):
  185. '''
  186. Returns whether all the expected containers for the given docker_files are
  187. running.
  188. '''
  189. client = docker.DockerClient(
  190. base_url=benchmarker_config.server_docker_host)
  191. running_container_images = []
  192. for container in client.containers.list():
  193. # 'techempower/tfb.test.gemini:0.1' -> 'gemini'
  194. image_tag = container.image.tags[0].split(':')[0][21:]
  195. running_container_images.append(image_tag)
  196. if test.name not in running_container_images:
  197. log_prefix = "%s: " % test.name
  198. log("ERROR: Expected techempower/tfb.test.%s to be running container" %
  199. test.name,
  200. prefix=log_prefix,
  201. file=out)
  202. return False
  203. return True
  204. def stop(benchmarker_config=None,
  205. containers=None,
  206. database_container=None,
  207. test=None):
  208. '''
  209. Attempts to stop the running test container.
  210. '''
  211. client = docker.DockerClient(
  212. base_url=benchmarker_config.server_docker_host)
  213. if containers is None:
  214. for container in client.containers.list():
  215. if len(
  216. container.image.tags
  217. ) > 0 and 'techempower' in container.image.tags[0] and 'tfb:latest' not in container.image.tags[0]:
  218. container.stop()
  219. # 'techempower/tfb.test.gemini:0.1' -> 'techempower/tfb.test.gemini'
  220. client.images.remove(
  221. container.image.tags[0].split(':')[0], force=True)
  222. else:
  223. # Stop all our running containers
  224. for container in containers:
  225. container.stop()
  226. # 'techempower/tfb.test.gemini:0.1' -> 'techempower/tfb.test.gemini'
  227. client.images.remove(
  228. container.image.tags[0].split(':')[0], force=True)
  229. database_client = docker.DockerClient(
  230. base_url=benchmarker_config.database_docker_host)
  231. # Stop the database container
  232. if database_container is None:
  233. for container in database_client.containers.list():
  234. if len(
  235. container.image.tags
  236. ) > 0 and 'techempower' in container.image.tags[0] and 'tfb:latest' not in container.image.tags[0]:
  237. container.stop()
  238. # 'techempower/tfb.test.gemini:0.1' -> 'techempower/tfb.test.gemini'
  239. client.images.remove(
  240. container.image.tags[0].split(':')[0], force=True)
  241. else:
  242. database_container.stop()
  243. client.images.prune()
  244. client.containers.prune()
  245. client.volumes.prune()
  246. if benchmarker_config.server_docker_host != benchmarker_config.database_docker_host:
  247. database_client.images.prune()
  248. database_client.containers.prune()
  249. database_client.volumes.prune()
  250. def find(path, pattern):
  251. '''
  252. Finds and returns all the the files matching the given pattern recursively in
  253. the given path.
  254. '''
  255. for root, dirs, files in os.walk(path):
  256. for name in files:
  257. if fnmatch.fnmatch(name, pattern):
  258. return os.path.join(root, name)
  259. def start_database(benchmarker_config, test, database):
  260. '''
  261. Sets up a container for the given database and port, and starts said docker
  262. container.
  263. '''
  264. image_name = "techempower/%s:latest" % database
  265. log_prefix = image_name + ": "
  266. database_dir = os.path.join(benchmarker_config.fwroot, "toolset", "setup",
  267. "docker", "databases", database)
  268. docker_file = "%s.dockerfile" % database
  269. pulled = False
  270. client = docker.DockerClient(
  271. base_url=benchmarker_config.database_docker_host)
  272. try:
  273. # Don't pull if we have it
  274. client.images.get(image_name)
  275. pulled = True
  276. log("Found published image; skipping build", prefix=log_prefix)
  277. except:
  278. # Pull the dependency image
  279. try:
  280. log("Attempting docker pull for image (this can take some time)",
  281. prefix=log_prefix)
  282. client.images.pull(image_name)
  283. pulled = True
  284. log("Found published image; skipping build", prefix=log_prefix)
  285. except:
  286. pass
  287. if not pulled:
  288. for line in docker.APIClient(
  289. base_url=benchmarker_config.database_docker_host).build(
  290. path=database_dir,
  291. dockerfile=docker_file,
  292. tag="techempower/%s" % database):
  293. if line.startswith('{"stream":'):
  294. line = json.loads(line)
  295. line = line[line.keys()[0]].encode('utf-8')
  296. log(line,
  297. prefix=log_prefix,
  298. color=Fore.WHITE + Style.BRIGHT \
  299. if re.match(r'^Step \d+\/\d+', line) else '')
  300. client = docker.DockerClient(
  301. base_url=benchmarker_config.database_docker_host)
  302. sysctl = {'net.core.somaxconn': 65535, 'kernel.sem': "250 32000 256 512"}
  303. ulimit = [{'name': 'nofile', 'hard': 65535, 'soft': 65535}]
  304. container = client.containers.run(
  305. "techempower/%s" % database,
  306. name="tfb-database",
  307. network=benchmarker_config.network,
  308. network_mode=benchmarker_config.network_mode,
  309. detach=True,
  310. ulimits=ulimit,
  311. sysctls=sysctl)
  312. # Sleep until the database accepts connections
  313. slept = 0
  314. max_sleep = 60
  315. database_ready = False
  316. while not database_ready and slept < max_sleep:
  317. time.sleep(1)
  318. slept += 1
  319. database_ready = test_database(benchmarker_config, database)
  320. if not database_ready:
  321. log("Database was not ready after startup", prefix=log_prefix)
  322. return container
  323. def test_client_connection(benchmarker_config, url):
  324. '''
  325. Tests that the app server at the given url responds successfully to a
  326. request.
  327. '''
  328. client = docker.DockerClient(
  329. base_url=benchmarker_config.client_docker_host)
  330. try:
  331. client.images.get('techempower/tfb.wrk:latest')
  332. except:
  333. log("Attempting docker pull for image (this can take some time)",
  334. prefix="techempower/tfb.wrk:latest: ")
  335. client.images.pull('techempower/tfb.wrk:latest')
  336. try:
  337. client.containers.run(
  338. 'techempower/tfb.wrk',
  339. 'curl %s' % url,
  340. network=benchmarker_config.network,
  341. network_mode=benchmarker_config.network_mode)
  342. except:
  343. return False
  344. return True
  345. def benchmark(benchmarker_config, script, variables, raw_file):
  346. '''
  347. Runs the given remote_script on the wrk container on the client machine.
  348. '''
  349. def watch_container(container, raw_file):
  350. with open(raw_file, 'w') as benchmark_file:
  351. for line in container.logs(stream=True):
  352. log(line, file=benchmark_file)
  353. client = docker.DockerClient(
  354. base_url=benchmarker_config.client_docker_host)
  355. sysctl = {'net.core.somaxconn': 65535}
  356. ulimit = [{'name': 'nofile', 'hard': 65535, 'soft': 65535}]
  357. watch_container(
  358. client.containers.run(
  359. "techempower/tfb.wrk",
  360. "/bin/bash /%s" % script,
  361. environment=variables,
  362. network=benchmarker_config.network,
  363. network_mode=benchmarker_config.network_mode,
  364. detach=True,
  365. stderr=True,
  366. ulimits=ulimit,
  367. sysctls=sysctl), raw_file)
  368. def __gather_dependencies(benchmarker_config, docker_file):
  369. '''
  370. Gathers all the known docker dependencies for the given docker image.
  371. '''
  372. deps = []
  373. docker_dir = os.path.join(benchmarker_config.fwroot, "toolset", "setup",
  374. "docker")
  375. if os.path.exists(docker_file):
  376. with open(docker_file) as fp:
  377. for line in fp.readlines():
  378. tokens = line.strip().split(' ')
  379. if tokens[0] == "FROM":
  380. # This is magic that our base image points to
  381. if tokens[1].startswith('techempower/'):
  382. dep_ref = tokens[1].strip().split(':')[0].strip()
  383. if '/' not in dep_ref:
  384. raise AttributeError(
  385. "Could not find docker FROM dependency: %s" %
  386. dep_ref)
  387. depToken = dep_ref.split('/')[1]
  388. deps.append(tokens[1])
  389. dep_docker_file = os.path.join(
  390. os.path.dirname(docker_file),
  391. depToken + ".dockerfile")
  392. if not os.path.exists(dep_docker_file):
  393. dep_docker_file = find(docker_dir,
  394. depToken + ".dockerfile")
  395. deps.extend(
  396. __gather_dependencies(benchmarker_config,
  397. dep_docker_file))
  398. return deps
  399. def __build_dependencies(benchmarker_config,
  400. test,
  401. docker_buildargs,
  402. build_log_dir=os.devnull):
  403. '''
  404. Builds all the dependency docker images for the given test.
  405. Does not build the test docker image.
  406. '''
  407. dependencies = OrderedSet(
  408. list(
  409. reversed(
  410. __gather_dependencies(
  411. benchmarker_config,
  412. os.path.join(test.directory,
  413. "%s.dockerfile" % test.name)))))
  414. docker_dir = os.path.join(benchmarker_config.fwroot, "toolset", "setup",
  415. "docker")
  416. for dep in dependencies:
  417. log_prefix = dep + ": "
  418. pulled = False
  419. # Do not pull techempower/ images if we are building specifically
  420. if not benchmarker_config.build and 'techempower/' not in dep:
  421. client = docker.DockerClient(
  422. base_url=benchmarker_config.server_docker_host)
  423. try:
  424. # If we have it, use it
  425. client.images.get(dep)
  426. pulled = True
  427. log("Found published image; skipping build", prefix=log_prefix)
  428. except:
  429. # Pull the dependency image
  430. try:
  431. log("Attempting docker pull for image (this can take some time)",
  432. prefix=log_prefix)
  433. client.images.pull(dep)
  434. pulled = True
  435. log("Found published image; skipping build",
  436. prefix=log_prefix)
  437. except:
  438. log("Docker pull failed; %s could not be found; terminating"
  439. % dep,
  440. prefix=log_prefix,
  441. color=Fore.RED)
  442. return 1
  443. if not pulled:
  444. dep_ref = dep.strip().split(':')[0].strip()
  445. dependency = dep_ref.split('/')[1]
  446. build_log_file = build_log_dir
  447. if build_log_dir is not os.devnull:
  448. build_log_file = os.path.join(build_log_dir,
  449. "%s.log" % dependency.lower())
  450. with open(build_log_file, 'w') as build_log:
  451. docker_file = os.path.join(test.directory,
  452. dependency + ".dockerfile")
  453. if not docker_file or not os.path.exists(docker_file):
  454. docker_file = find(docker_dir, dependency + ".dockerfile")
  455. if not docker_file:
  456. log("Docker build failed; %s could not be found; terminating"
  457. % (dependency + ".dockerfile"),
  458. prefix=log_prefix,
  459. file=build_log,
  460. color=Fore.RED)
  461. return 1
  462. # Build the dependency image
  463. try:
  464. for line in docker.APIClient(
  465. base_url=benchmarker_config.server_docker_host
  466. ).build(
  467. path=os.path.dirname(docker_file),
  468. dockerfile="%s.dockerfile" % dependency,
  469. tag=dep,
  470. buildargs=docker_buildargs,
  471. forcerm=True):
  472. if line.startswith('{"stream":'):
  473. line = json.loads(line)
  474. line = line[line.keys()[0]].encode('utf-8')
  475. log(line,
  476. prefix=log_prefix,
  477. file=build_log,
  478. color=Fore.WHITE + Style.BRIGHT \
  479. if re.match(r'^Step \d+\/\d+', line) else '')
  480. except Exception:
  481. tb = traceback.format_exc()
  482. log("Docker dependency build failed; terminating",
  483. prefix=log_prefix,
  484. file=build_log,
  485. color=Fore.RED)
  486. log(tb, prefix=log_prefix, file=build_log)
  487. return 1