#!/usr/bin/env python3 # Copyright 2021 The gRPC Authors # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # Script to generate test configurations for the OSS benchmarks framework. # # This script filters test scenarios and generates uniquely named configurations # for each test. Configurations are dumped in multipart YAML format. # # See documentation below: # https://github.com/grpc/grpc/blob/master/tools/run_tests/performance/README.md#grpc-oss-benchmarks import argparse import collections import copy import datetime import itertools import os import string import sys import uuid from typing import Any, Dict, Iterable, Mapping, Optional, Type import json import yaml import scenario_config import scenario_config_exporter CONFIGURATION_FILE_HEADER_COMMENT = """ # Load test configurations generated from a template by loadtest_config.py. # See documentation below: # https://github.com/grpc/grpc/blob/master/tools/run_tests/performance/README.md#grpc-oss-benchmarks """ def label_language(language: str) -> str: """Convert scenario language to place in a resource label.""" return { 'c++': 'cxx', }.get(language, language) def default_prefix() -> str: """Constructs and returns a default prefix for LoadTest names.""" return os.environ.get('USER', 'loadtest') def now_string() -> str: """Returns the current date and time in string format.""" return datetime.datetime.now().strftime('%Y%m%d%H%M%S') def validate_loadtest_name(name: str) -> None: """Validates that a LoadTest name is in the expected format.""" if len(name) > 63: raise ValueError( 'LoadTest name must be less than 63 characters long: %s' % name) if not all((s.isalnum() for s in name.split('-'))): raise ValueError('Invalid elements in LoadTest name: %s' % name) def loadtest_base_name(scenario_name: str, uniquifier_elements: Iterable[str]) -> str: """Constructs and returns the base name for a LoadTest resource.""" name_elements = scenario_name.split('_') name_elements.extend(uniquifier_elements) return '-'.join(name_elements) def loadtest_name(prefix: str, scenario_name: str, uniquifier_elements: Iterable[str]) -> str: """Constructs and returns a valid name for a LoadTest resource.""" base_name = loadtest_base_name(scenario_name, uniquifier_elements) name_elements = [] if prefix: name_elements.append(prefix) name_elements.append(str(uuid.uuid5(uuid.NAMESPACE_DNS, base_name))) name = '-'.join(name_elements) validate_loadtest_name(name) return name def component_name(elements: Iterable[str]) -> str: """Constructs a component name from possibly empty elements.""" return '-'.join((e for e in elements if e)) def validate_annotations(annotations: Dict[str, str]) -> None: """Validates that annotations do not contain reserved names. These names are automatically added by the config generator. """ names = set(('scenario', 'uniquifier')).intersection(annotations) if names: raise ValueError('Annotations contain reserved names: %s' % names) def gen_run_indices(runs_per_test: int) -> Iterable[str]: """Generates run indices for multiple runs, as formatted strings.""" if runs_per_test < 2: yield '' return prefix_length = len('{:d}'.format(runs_per_test - 1)) prefix_fmt = '{{:{:d}d}}'.format(prefix_length) for i in range(runs_per_test): yield prefix_fmt.format(i) def gen_loadtest_configs( base_config: Mapping[str, Any], base_config_clients: Iterable[Mapping[str, Any]], base_config_servers: Iterable[Mapping[str, Any]], scenario_name_regex: str, language_config: scenario_config_exporter.LanguageConfig, loadtest_name_prefix: str, uniquifier_elements: Iterable[str], annotations: Mapping[str, str], instances_per_client: int = 1, runs_per_test: int = 1) -> Iterable[Dict[str, Any]]: """Generates LoadTest configurations for a given language config. The LoadTest configurations are generated as YAML objects. """ validate_annotations(annotations) prefix = loadtest_name_prefix or default_prefix() cl = label_language(language_config.client_language or language_config.language) sl = label_language(language_config.server_language or language_config.language) scenario_filter = scenario_config_exporter.scenario_filter( scenario_name_regex=scenario_name_regex, category=language_config.category, client_language=language_config.client_language, server_language=language_config.server_language) scenarios = scenario_config_exporter.gen_scenarios(language_config.language, scenario_filter) for scenario in scenarios: for run_index in gen_run_indices(runs_per_test): uniq = (uniquifier_elements + [run_index] if run_index else uniquifier_elements) name = loadtest_name(prefix, scenario['name'], uniq) scenario_str = json.dumps({'scenarios': scenario}, indent=' ') + '\n' config = copy.deepcopy(base_config) metadata = config['metadata'] metadata['name'] = name if 'labels' not in metadata: metadata['labels'] = dict() metadata['labels']['language'] = label_language( language_config.language) metadata['labels']['prefix'] = prefix if 'annotations' not in metadata: metadata['annotations'] = dict() metadata['annotations'].update(annotations) metadata['annotations'].update({ 'scenario': scenario['name'], 'uniquifier': '-'.join(uniq), }) spec = config['spec'] # Select clients with the required language. clients = [ client for client in base_config_clients if client['language'] == cl ] if not clients: raise IndexError('Client language not found in template: %s' % cl) # Validate config for additional client instances. if instances_per_client > 1: c = collections.Counter( (client.get('name', '') for client in clients)) if max(c.values()) > 1: raise ValueError( ('Multiple instances of multiple clients requires ' 'unique names, name counts for language %s: %s') % (cl, c.most_common())) # Name client instances with an index starting from 0. client_instances = [] for i in range(instances_per_client): client_instances.extend(copy.deepcopy(clients)) for client in client_instances[-len(clients):]: client['name'] = component_name((client.get('name', ''), str(i))) # Set clients to named instances. spec['clients'] = client_instances # Select servers with the required language. servers = copy.deepcopy([ server for server in base_config_servers if server['language'] == sl ]) if not servers: raise IndexError('Server language not found in template: %s' % sl) # Name servers with an index for consistency with clients. for i, server in enumerate(servers): server['name'] = component_name((server.get('name', ''), str(i))) # Set servers to named instances. spec['servers'] = servers # Name driver with an index for consistency with workers. if 'driver' not in spec: spec['driver'] = dict() driver = spec['driver'] driver['language'] = 'cxx' driver['name'] = component_name((driver.get('name', ''), str(i))) spec['scenariosJSON'] = scenario_str yield config def parse_key_value_args(args: Optional[Iterable[str]]) -> Dict[str, str]: """Parses arguments in the form key=value into a dictionary.""" d = dict() if args is None: return d for arg in args: key, equals, value = arg.partition('=') if equals != '=': raise ValueError('Expected key=value: ' + value) d[key] = value return d def clear_empty_fields(config: Dict[str, Any]) -> None: """Clears fields set to empty values by string substitution.""" spec = config['spec'] if 'clients' in spec: for client in spec['clients']: if 'pool' in client and not client['pool']: del client['pool'] if 'servers' in spec: for server in spec['servers']: if 'pool' in server and not server['pool']: del server['pool'] if 'driver' in spec: driver = spec['driver'] if 'pool' in driver and not driver['pool']: del driver['pool'] if 'run' in driver and 'image' not in driver['run']: del driver['run'] if not set(driver).difference({'language'}): del spec['driver'] else: spec['driver'] = driver if 'results' in spec and not ('bigQueryTable' in spec['results'] and spec['results']['bigQueryTable']): del spec['results'] def config_dumper(header_comment: str) -> Type[yaml.SafeDumper]: """Returns a custom dumper to dump configurations in the expected format.""" class ConfigDumper(yaml.SafeDumper): def expect_stream_start(self): super().expect_stream_start() if isinstance(self.event, yaml.StreamStartEvent): self.write_indent() self.write_indicator(header_comment, need_whitespace=False) def expect_block_sequence(self): super().expect_block_sequence() self.increase_indent() def expect_block_sequence_item(self, first=False): if isinstance(self.event, yaml.SequenceEndEvent): self.indent = self.indents.pop() super().expect_block_sequence_item(first) def str_presenter(dumper, data): if '\n' in data: return dumper.represent_scalar('tag:yaml.org,2002:str', data, style='|') return dumper.represent_scalar('tag:yaml.org,2002:str', data) ConfigDumper.add_representer(str, str_presenter) return ConfigDumper def main() -> None: language_choices = sorted(scenario_config.LANGUAGES.keys()) argp = argparse.ArgumentParser( description='Generates load test configs from a template.', fromfile_prefix_chars='@') argp.add_argument('-l', '--language', action='append', choices=language_choices, required=True, help='Language(s) to benchmark.', dest='languages') argp.add_argument('-t', '--template', type=str, required=True, help='LoadTest configuration yaml file template.') argp.add_argument('-s', '--substitution', action='append', default=[], help='Template substitution(s), in the form key=value.', dest='substitutions') argp.add_argument('-p', '--prefix', default='', type=str, help='Test name prefix.') argp.add_argument('-u', '--uniquifier_element', action='append', default=[], help='String element(s) to make the test name unique.', dest='uniquifier_elements') argp.add_argument( '-d', action='store_true', help='Use creation date and time as an additional uniquifier element.') argp.add_argument('-a', '--annotation', action='append', default=[], help='metadata.annotation(s), in the form key=value.', dest='annotations') argp.add_argument('-r', '--regex', default='.*', type=str, help='Regex to select scenarios to run.') argp.add_argument( '--category', choices=['all', 'inproc', 'scalable', 'smoketest', 'sweep'], default='all', help='Select a category of tests to run.') argp.add_argument( '--allow_client_language', action='append', choices=language_choices, default=[], help='Allow cross-language scenarios with this client language.', dest='allow_client_languages') argp.add_argument( '--allow_server_language', action='append', choices=language_choices, default=[], help='Allow cross-language scenarios with this server language.', dest='allow_server_languages') argp.add_argument('--instances_per_client', default=1, type=int, help="Number of instances to generate for each client.") argp.add_argument('--runs_per_test', default=1, type=int, help='Number of copies to generate for each test.') argp.add_argument('-o', '--output', type=str, help='Output file name. Output to stdout if not set.') args = argp.parse_args() if args.instances_per_client < 1: argp.error('instances_per_client must be greater than zero.') if args.runs_per_test < 1: argp.error('runs_per_test must be greater than zero.') substitutions = parse_key_value_args(args.substitutions) uniquifier_elements = args.uniquifier_elements if args.d: uniquifier_elements.append(now_string()) annotations = parse_key_value_args(args.annotations) with open(args.template) as f: base_config = yaml.safe_load( string.Template(f.read()).substitute(substitutions)) clear_empty_fields(base_config) spec = base_config['spec'] base_config_clients = spec['clients'] del spec['clients'] base_config_servers = spec['servers'] del spec['servers'] client_languages = [''] + args.allow_client_languages server_languages = [''] + args.allow_server_languages config_generators = [] for l, cl, sl in itertools.product(args.languages, client_languages, server_languages): language_config = scenario_config_exporter.LanguageConfig( category=args.category, language=l, client_language=cl, server_language=sl) config_generators.append( gen_loadtest_configs(base_config, base_config_clients, base_config_servers, args.regex, language_config, loadtest_name_prefix=args.prefix, uniquifier_elements=uniquifier_elements, annotations=annotations, instances_per_client=args.instances_per_client, runs_per_test=args.runs_per_test)) configs = (config for config in itertools.chain(*config_generators)) with open(args.output, 'w') if args.output else sys.stdout as f: yaml.dump_all(configs, stream=f, Dumper=config_dumper( CONFIGURATION_FILE_HEADER_COMMENT.strip()), default_flow_style=False) if __name__ == '__main__': main()