| #!/usr/bin/env python2 |
| # Copyright 2015 The Chromium OS Authors. All rights reserved. |
| # Use of this source code is governed by a BSD-style license that can be |
| # found in the LICENSE file. |
| |
| """Adjust pool balances to cover DUT shortfalls. |
| |
| This command takes all broken DUTs in a specific pool for specific |
| models and swaps them with working DUTs taken from a selected pool |
| of spares. The command is meant primarily for replacing broken DUTs |
| in critical pools like BVT or CQ, but it can also be used to adjust |
| pool sizes, or to create or remove pools. |
| |
| usage: balance_pool.py [ options ] POOL MODEL [ MODEL ... ] |
| |
| positional arguments: |
| POOL Name of the pool to balance |
| MODEL Names of models to balance |
| |
| optional arguments: |
| -h, --help show this help message and exit |
| -t COUNT, --total COUNT |
| Set the number of DUTs in the pool to the specified |
| count for every MODEL |
| -a COUNT, --grow COUNT |
| Add the specified number of DUTs to the pool for every |
| MODEL |
| -d COUNT, --shrink COUNT |
| Remove the specified number of DUTs from the pool for |
| every MODEL |
| -s POOL, --spare POOL |
| Pool from which to draw replacement spares (default: |
| pool:suites) |
| -p PHASE, --phase PHASE |
| Phase to restrict the balance pool operation to |
| --sku SKU The specific SKU we intend to swap with |
| -n, --dry-run Report actions to take in the form of shell commands |
| |
| |
| The command attempts to remove all broken DUTs from the target POOL |
| for every MODEL, and replace them with enough working DUTs taken |
| from the spare pool to bring the strength of POOL to the requested |
| total COUNT. |
| |
| If no COUNT options are supplied (i.e. there are no --total, --grow, |
| or --shrink options), the command will maintain the current totals of |
| DUTs for every MODEL in the target POOL. |
| |
| If not enough working spares are available, broken DUTs may be left |
| in the pool to keep the pool at the target COUNT. |
| |
| When reducing pool size, working DUTs will be returned after broken |
| DUTs, if it's necessary to achieve the target COUNT. |
| |
| """ |
| |
| |
| import argparse |
| import os |
| import re |
| import sys |
| import time |
| |
| import common |
| from autotest_lib.server import constants |
| from autotest_lib.server import site_utils |
| from autotest_lib.server.cros.dynamic_suite import frontend_wrappers |
| from autotest_lib.server.lib import status_history |
| from autotest_lib.site_utils import lab_inventory |
| from autotest_lib.utils import labellib |
| from autotest_lib.utils.frozen_chromite.lib import metrics |
| from autotest_lib.utils.frozen_chromite.lib import parallel |
| |
| #This must be imported after chromite.lib.metrics |
| from infra_libs import ts_mon |
| |
| _POOL_PREFIX = constants.Labels.POOL_PREFIX |
| # This is the ratio of all models we should calculate the default max |
| # number of broken models against. It seemed like the best choice that |
| # was neither too strict nor lax. |
| _MAX_BROKEN_DEFAULT_RATIO = 3.0 / 8.0 |
| |
| _ALL_CRITICAL_POOLS = 'all_critical_pools' |
| _SPARE_DEFAULT = lab_inventory.SPARE_POOL |
| |
| |
| # _VALID_POOL_PATTERN - Regular expression matching pool names that will |
| # be accepted on the command line. |
| # |
| # Note: This pattern was selected merely to recognize all existing pool |
| # names; there's no underlying technical restriction motivating this |
| # pattern. No reasonable request to add more special characters to the |
| # allowed set should be refused. |
| |
| _VALID_POOL_PATTERN = re.compile('^[a-zA-z0-9_\-]+$') |
| |
| |
| def _log_message(message, *args): |
| """Log a message with optional format arguments to stdout. |
| |
| This function logs a single line to stdout, with formatting |
| if necessary, and without adornments. |
| |
| If `*args` are supplied, the message will be formatted using |
| the arguments. |
| |
| @param message Message to be logged, possibly after formatting. |
| @param args Format arguments. If empty, the message is logged |
| without formatting. |
| |
| """ |
| if args: |
| message = message % args |
| sys.stdout.write('%s\n' % message) |
| |
| |
| def _log_info(dry_run, message, *args): |
| """Log information in a dry-run dependent fashion. |
| |
| This function logs a single line to stdout, with formatting |
| if necessary. When logging for a dry run, the message is |
| printed as a shell comment, rather than as unadorned text. |
| |
| If `*args` are supplied, the message will be formatted using |
| the arguments. |
| |
| @param message Message to be logged, possibly after formatting. |
| @param args Format arguments. If empty, the message is logged |
| without formatting. |
| |
| """ |
| if dry_run: |
| message = '# ' + message |
| _log_message(message, *args) |
| |
| |
| def _log_error(message, *args): |
| """Log an error to stderr, with optional format arguments. |
| |
| This function logs a single line to stderr, prefixed to indicate |
| that it is an error message. |
| |
| If `*args` are supplied, the message will be formatted using |
| the arguments. |
| |
| @param message Message to be logged, possibly after formatting. |
| @param args Format arguments. If empty, the message is logged |
| without formatting. |
| |
| """ |
| if args: |
| message = message % args |
| sys.stderr.write('ERROR: %s\n' % message) |
| |
| |
| class _DUTPool(object): |
| """Information about a pool of DUTs matching given labels. |
| |
| This class collects information about all DUTs for a given pool and matching |
| the given labels, and divides them into three categories: |
| + Working - the DUT is working for testing, and not locked. |
| + Broken - the DUT is unable to run tests, or it is locked. |
| + Ineligible - the DUT is not available to be removed from this pool. The |
| DUT may be either working or broken. |
| |
| DUTs with more than one pool: label are ineligible for exchange |
| during balancing. This is done for the sake of chameleon hosts, |
| which must always be assigned to pool:suites. These DUTs are |
| always marked with pool:chameleon to prevent their reassignment. |
| |
| TODO(jrbarnette): The use of `pool:chamelon` (instead of just |
| the `chameleon` label is a hack that should be eliminated. |
| |
| _DUTPool instances are used to track both main pools that need |
| to be resupplied with working DUTs and spare pools that supply |
| those DUTs. |
| |
| @property pool Name of the pool associated with |
| this pool of DUTs. |
| @property labels Labels that constrain the DUTs to consider. |
| @property working_hosts The list of this pool's working DUTs. |
| @property broken_hosts The list of this pool's broken DUTs. |
| @property ineligible_hosts The list of this pool's ineligible DUTs. |
| @property pool_labels A list of labels that identify a DUT as part |
| of this pool. |
| @property total_hosts The total number of hosts in pool. |
| |
| """ |
| |
| def __init__(self, afe, pool, labels, start_time, end_time): |
| self.pool = pool |
| self.labels = labellib.LabelsMapping(labels) |
| self.labels['pool'] = pool |
| self._pool_labels = [_POOL_PREFIX + self.pool] |
| |
| self.working_hosts = [] |
| self.broken_hosts = [] |
| self.ineligible_hosts = [] |
| self.total_hosts = self._get_hosts(afe, start_time, end_time) |
| |
| |
| def _get_hosts(self, afe, start_time, end_time): |
| all_histories = status_history.HostJobHistory.get_multiple_histories( |
| afe, start_time, end_time, self.labels.getlabels()) |
| for h in all_histories: |
| host = h.host |
| host_pools = [l for l in host.labels |
| if l.startswith(_POOL_PREFIX)] |
| if len(host_pools) != 1: |
| self.ineligible_hosts.append(host) |
| else: |
| diag = h.last_diagnosis()[0] |
| if (diag == status_history.WORKING and |
| not host.locked): |
| self.working_hosts.append(host) |
| else: |
| self.broken_hosts.append(host) |
| return len(all_histories) |
| |
| |
| @property |
| def pool_labels(self): |
| """Return the AFE labels that identify this pool. |
| |
| The returned labels are the labels that must be removed |
| to remove a DUT from the pool, or added to add a DUT. |
| |
| @return A list of AFE labels suitable for AFE.add_labels() |
| or AFE.remove_labels(). |
| |
| """ |
| return self._pool_labels |
| |
| def calculate_spares_needed(self, target_total): |
| """Calculate and log the spares needed to achieve a target. |
| |
| Return how many working spares are needed to achieve the |
| given `target_total` with all DUTs working. |
| |
| The spares count may be positive or negative. Positive |
| values indicate spares are needed to replace broken DUTs in |
| order to reach the target; negative numbers indicate that |
| no spares are needed, and that a corresponding number of |
| working devices can be returned. |
| |
| If the new target total would require returning ineligible |
| DUTs, an error is logged, and the target total is adjusted |
| so that those DUTs are not exchanged. |
| |
| @param target_total The new target pool size. |
| |
| @return The number of spares needed. |
| |
| """ |
| num_ineligible = len(self.ineligible_hosts) |
| spares_needed = target_total >= num_ineligible |
| metrics.Boolean( |
| 'chromeos/autotest/balance_pools/exhausted_pools', |
| 'True for each pool/model which requests more DUTs than supplied', |
| # TODO(jrbarnette) The 'board' field is a legacy. We need |
| # to leave it here until we do the extra work Monarch |
| # requires to delete a field. |
| field_spec=[ |
| ts_mon.StringField('pool'), |
| ts_mon.StringField('board'), |
| ts_mon.StringField('model'), |
| ]).set( |
| not spares_needed, |
| fields={ |
| 'pool': self.pool, |
| 'board': self.labels.get('model', ''), |
| 'model': self.labels.get('model', ''), |
| }, |
| ) |
| if not spares_needed: |
| _log_error( |
| '%s pool (%s): Target of %d is below minimum of %d DUTs.', |
| self.pool, self.labels, target_total, num_ineligible, |
| ) |
| _log_error('Adjusting target to %d DUTs.', num_ineligible) |
| target_total = num_ineligible |
| else: |
| _log_message('%s %s pool: Target of %d is above minimum.', |
| self.labels.get('model', ''), self.pool, target_total) |
| adjustment = target_total - self.total_hosts |
| return len(self.broken_hosts) + adjustment |
| |
| def allocate_surplus(self, num_broken): |
| """Allocate a list DUTs that can returned as surplus. |
| |
| Return a list of devices that can be returned in order to |
| reduce this pool's supply. Broken DUTs will be preferred |
| over working ones. |
| |
| The `num_broken` parameter indicates the number of broken |
| DUTs to be left in the pool. If this number exceeds the |
| number of broken DUTs actually in the pool, the returned |
| list will be empty. If this number is negative, it |
| indicates a number of working DUTs to be returned in |
| addition to all broken ones. |
| |
| @param num_broken Total number of broken DUTs to be left in |
| this pool. |
| |
| @return A list of DUTs to be returned as surplus. |
| |
| """ |
| if num_broken >= 0: |
| surplus = self.broken_hosts[num_broken:] |
| return surplus |
| else: |
| return (self.broken_hosts + |
| self.working_hosts[:-num_broken]) |
| |
| |
| def _exchange_labels(dry_run, hosts, target_pool, spare_pool): |
| """Reassign a list of DUTs from one pool to another. |
| |
| For all the given hosts, remove all labels associated with |
| `spare_pool`, and add the labels for `target_pool`. |
| |
| If `dry_run` is true, perform no changes, but log the `atest` |
| commands needed to accomplish the necessary label changes. |
| |
| @param dry_run Whether the logging is for a dry run or |
| for actual execution. |
| @param hosts List of DUTs (AFE hosts) to be reassigned. |
| @param target_pool The `_DUTPool` object from which the hosts |
| are drawn. |
| @param spare_pool The `_DUTPool` object to which the hosts |
| will be added. |
| |
| """ |
| _log_info(dry_run, 'Transferring %d DUTs from %s to %s.', |
| len(hosts), spare_pool.pool, target_pool.pool) |
| metrics.Counter( |
| 'chromeos/autotest/balance_pools/duts_moved', |
| 'DUTs transferred between pools', |
| # TODO(jrbarnette) The 'board' field is a legacy. We need to |
| # leave it here until we do the extra work Monarch requires to |
| # delete a field. |
| field_spec=[ |
| ts_mon.StringField('board'), |
| ts_mon.StringField('model'), |
| ts_mon.StringField('source_pool'), |
| ts_mon.StringField('target_pool'), |
| ] |
| ).increment_by( |
| len(hosts), |
| fields={ |
| 'board': target_pool.labels.get('model', ''), |
| 'model': target_pool.labels.get('model', ''), |
| 'source_pool': spare_pool.pool, |
| 'target_pool': target_pool.pool, |
| }, |
| ) |
| if not hosts: |
| return |
| |
| additions = target_pool.pool_labels |
| removals = spare_pool.pool_labels |
| for host in hosts: |
| if not dry_run: |
| _log_message('Updating host: %s.', host.hostname) |
| host.remove_labels(removals) |
| host.add_labels(additions) |
| else: |
| _log_message('atest label remove -m %s %s', |
| host.hostname, ' '.join(removals)) |
| _log_message('atest label add -m %s %s', |
| host.hostname, ' '.join(additions)) |
| |
| |
| def _balance_model(arguments, afe, pool, labels, start_time, end_time): |
| """Balance one model as requested by command line arguments. |
| |
| @param arguments Parsed command line arguments. |
| @param afe AFE object to be used for the changes. |
| @param pool Pool of the model to be balanced. |
| @param labels Restrict the balancing operation within DUTs |
| that have these labels. |
| @param start_time Start time for HostJobHistory objects in |
| the DUT pools. |
| @param end_time End time for HostJobHistory objects in the |
| DUT pools. |
| |
| """ |
| spare_pool = _DUTPool(afe, arguments.spare, labels, start_time, end_time) |
| main_pool = _DUTPool(afe, pool, labels, start_time, end_time) |
| |
| target_total = main_pool.total_hosts |
| if arguments.total is not None: |
| target_total = arguments.total |
| elif arguments.grow: |
| target_total += arguments.grow |
| elif arguments.shrink: |
| target_total -= arguments.shrink |
| |
| spares_needed = main_pool.calculate_spares_needed(target_total) |
| if spares_needed > 0: |
| spare_duts = spare_pool.working_hosts[:spares_needed] |
| shortfall = spares_needed - len(spare_duts) |
| else: |
| spare_duts = [] |
| shortfall = spares_needed |
| |
| surplus_duts = main_pool.allocate_surplus(shortfall) |
| |
| if spares_needed or surplus_duts or arguments.verbose: |
| dry_run = arguments.dry_run |
| _log_message('') |
| |
| _log_info(dry_run, 'Balancing %s %s pool:', labels, main_pool.pool) |
| _log_info(dry_run, |
| 'Total %d DUTs, %d working, %d broken, %d reserved.', |
| main_pool.total_hosts, len(main_pool.working_hosts), |
| len(main_pool.broken_hosts), len(main_pool.ineligible_hosts)) |
| |
| if spares_needed > 0: |
| add_msg = 'grow pool by %d DUTs' % spares_needed |
| elif spares_needed < 0: |
| add_msg = 'shrink pool by %d DUTs' % -spares_needed |
| else: |
| add_msg = 'no change to pool size' |
| _log_info(dry_run, 'Target is %d working DUTs; %s.', |
| target_total, add_msg) |
| |
| _log_info(dry_run, |
| '%s %s pool has %d spares available for balancing pool %s', |
| labels, spare_pool.pool, len(spare_pool.working_hosts), |
| main_pool.pool) |
| |
| if spares_needed > len(spare_duts): |
| _log_error('Not enough spares: need %d, only have %d.', |
| spares_needed, len(spare_duts)) |
| elif shortfall >= 0: |
| _log_info(dry_run, |
| '%s %s pool will return %d broken DUTs, ' |
| 'leaving %d still in the pool.', |
| labels, main_pool.pool, |
| len(surplus_duts), |
| len(main_pool.broken_hosts) - len(surplus_duts)) |
| else: |
| _log_info(dry_run, |
| '%s %s pool will return %d surplus DUTs, ' |
| 'including %d working DUTs.', |
| labels, main_pool.pool, |
| len(main_pool.broken_hosts) - shortfall, |
| -shortfall) |
| |
| if (len(main_pool.broken_hosts) > arguments.max_broken and |
| not arguments.force_rebalance): |
| _log_error('%s %s pool: Refusing to act on pool with %d broken DUTs.', |
| labels, main_pool.pool, len(main_pool.broken_hosts)) |
| _log_error('Please investigate this model to for a bug ') |
| _log_error('that is bricking devices. Once you have finished your ') |
| _log_error('investigation, you can force a rebalance with ') |
| _log_error('--force-rebalance') |
| spare_duts = [] |
| surplus_duts = [] |
| |
| if not spare_duts and not surplus_duts: |
| if arguments.verbose: |
| _log_info(arguments.dry_run, 'No exchange required.') |
| |
| _exchange_labels(arguments.dry_run, surplus_duts, |
| spare_pool, main_pool) |
| _exchange_labels(arguments.dry_run, spare_duts, |
| main_pool, spare_pool) |
| |
| |
| def _parse_command(argv): |
| """Parse the command line arguments. |
| |
| Create an argument parser for this command's syntax, parse the |
| command line, and return the result of the `ArgumentParser` |
| `parse_args()` method. |
| |
| @param argv Standard command line argument vector; `argv[0]` is |
| assumed to be the command name. |
| |
| @return Result returned by `ArgumentParser.parse_args()`. |
| |
| """ |
| parser = argparse.ArgumentParser( |
| prog=os.path.basename(argv[0]), |
| description='Balance pool shortages from spares on reserve') |
| |
| parser.add_argument( |
| '-w', '--web', type=str, default=None, |
| help='AFE host to use. Default comes from shadow_config.', |
| ) |
| count_group = parser.add_mutually_exclusive_group() |
| count_group.add_argument('-t', '--total', type=int, |
| metavar='COUNT', default=None, |
| help='Set the number of DUTs in the ' |
| 'pool to the specified count for ' |
| 'every MODEL') |
| count_group.add_argument('-a', '--grow', type=int, |
| metavar='COUNT', default=None, |
| help='Add the specified number of DUTs ' |
| 'to the pool for every MODEL') |
| count_group.add_argument('-d', '--shrink', type=int, |
| metavar='COUNT', default=None, |
| help='Remove the specified number of DUTs ' |
| 'from the pool for every MODEL') |
| |
| parser.add_argument('-s', '--spare', default=_SPARE_DEFAULT, |
| metavar='POOL', |
| help='Pool from which to draw replacement ' |
| 'spares (default: pool:%s)' % _SPARE_DEFAULT) |
| parser.add_argument('-n', '--dry-run', action='store_true', |
| help='Report actions to take in the form of ' |
| 'shell commands') |
| parser.add_argument('-v', '--verbose', action='store_true', |
| help='Print more detail about calculations for debug ' |
| 'purposes.') |
| |
| parser.add_argument('-m', '--max-broken', default=2, type=int, |
| metavar='COUNT', |
| help='Only rebalance a pool if it has at most ' |
| 'COUNT broken DUTs.') |
| parser.add_argument('-f', '--force-rebalance', action='store_true', |
| help='Forcefully rebalance all DUTs in a pool, even ' |
| 'if it has a large number of broken DUTs. ' |
| 'Before doing this, please investigate whether ' |
| 'there is a bug that is bricking devices in the ' |
| 'lab.') |
| parser.add_argument('--production', action='store_true', |
| help='Treat this as a production run. This will ' |
| 'collect metrics.') |
| |
| parser.add_argument( |
| '--all-models', |
| action='store_true', |
| help='Rebalance all managed models. This will do a very expensive ' |
| 'check to see how many models have at least one broken DUT. ' |
| 'To bypass that check, set --max-broken-models to 0.', |
| ) |
| parser.add_argument( |
| '--max-broken-models', default=None, type=int, metavar='COUNT', |
| help='Only rebalance all models if number of models with broken ' |
| 'DUTs in the specified pool is less than COUNT.', |
| ) |
| |
| parser.add_argument('pool', |
| metavar='POOL', |
| help='Name of the pool to balance. Use %s to balance ' |
| 'all critical pools' % _ALL_CRITICAL_POOLS) |
| parser.add_argument('models', nargs='*', metavar='MODEL', |
| help='Names of models to balance.') |
| |
| parser.add_argument('-p', '--phase', metavar='PHASE', |
| help='Optional phase label to restrict balance ' |
| 'operation to.') |
| |
| parser.add_argument('--sku', type=str, |
| help='Optional name of sku to restrict to.') |
| |
| arguments = parser.parse_args(argv[1:]) |
| |
| # Error-check arguments. |
| if arguments.models and arguments.all_models: |
| parser.error('Cannot specify individual models on the command line ' |
| 'when using --all-models.') |
| if (arguments.pool == _ALL_CRITICAL_POOLS and |
| arguments.spare != _SPARE_DEFAULT): |
| parser.error('Cannot specify --spare pool to be %s when balancing all ' |
| 'critical pools.' % _SPARE_DEFAULT) |
| for p in (arguments.spare, arguments.pool): |
| if not _VALID_POOL_PATTERN.match(p): |
| parser.error('Invalid pool name: %s' % p) |
| return arguments |
| |
| |
| def infer_balancer_targets(afe, arguments, pools): |
| """Take some arguments and translate them to a list of models to balance |
| |
| Args: |
| @param afe AFE object to be used for taking inventory. |
| @param arguments Parsed command line arguments. |
| @param pools The list of pools to balance. |
| |
| @returns a list of (model, labels) tuples to be balanced |
| |
| """ |
| balancer_targets = [] |
| |
| for pool in pools: |
| if arguments.all_models: |
| inventory = lab_inventory.get_inventory(afe) |
| for model in inventory.get_pool_models(pool): |
| labels = labellib.LabelsMapping() |
| labels['model'] = model |
| if arguments.phase: |
| labels['phase'] = arguments.phase |
| balancer_targets.append((pool, labels.getlabels())) |
| else: |
| for model in arguments.models: |
| labels = labellib.LabelsMapping() |
| labels['model'] = model |
| if arguments.sku: |
| labels['sku'] = arguments.sku |
| if arguments.phase: |
| labels['phase'] = arguments.phase |
| balancer_targets.append((pool, labels.getlabels())) |
| return balancer_targets |
| |
| |
| def main(argv): |
| """Standard main routine. |
| |
| @param argv Command line arguments including `sys.argv[0]`. |
| |
| """ |
| arguments = _parse_command(argv) |
| if arguments.production: |
| metrics_manager = site_utils.SetupTsMonGlobalState('balance_pools', |
| indirect=True) |
| else: |
| metrics_manager = site_utils.TrivialContextManager() |
| |
| with metrics_manager: |
| with metrics.SuccessCounter('chromeos/autotest/balance_pools/runs'): |
| end_time = time.time() |
| start_time = end_time - 24 * 60 * 60 |
| afe = frontend_wrappers.RetryingAFE(server=arguments.web) |
| |
| def balancer(pool, labels): |
| """Balance the specified model. |
| |
| @param pool: The pool to rebalance for the model. |
| @param labels: labels to restrict to balancing operations |
| within. |
| """ |
| _balance_model(arguments, afe, pool, labels, |
| start_time, end_time) |
| _log_message('') |
| |
| pools = (lab_inventory.CRITICAL_POOLS |
| if arguments.pool == _ALL_CRITICAL_POOLS |
| else [arguments.pool]) |
| balancer_targets = infer_balancer_targets(afe, arguments, pools) |
| try: |
| parallel.RunTasksInProcessPool( |
| balancer, |
| balancer_targets, |
| processes=8, |
| ) |
| except KeyboardInterrupt: |
| pass |
| |
| |
| if __name__ == '__main__': |
| main(sys.argv) |
