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Generate a filename to be used by packer. Args: provider (str): Name of Spinnaker provider. region (str): Name of provider region to use. builder (str): Name of builder process type. Returns: str: Generated filename based on parameters.
def generate_packer_filename(provider, region, builder): filename = '{0}_{1}_{2}.json'.format(provider, region, builder) return filename
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Retrieve template. Args: template_file (str): Name of template file. Returns: jinja2.Template: Template ready to render. Raises: AssertionError: Configured path for templates does not exist. :obj:`foremast.exceptions.ForemastTemplateNotFound`: Requested template ...
def get_template_object(template_file=''): jinja_template_paths_obj = [] if TEMPLATES_PATH: external_templates = pathlib.Path(TEMPLATES_PATH).expanduser().resolve() assert os.path.isdir(external_templates), 'External template path "{0}" not found'.format(external_templates) jinja_t...
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Get the Jinja2 template and renders with dict _kwargs_. Args: template_file (str): name of the template file kwargs: Keywords to use for rendering the Jinja2 template. Returns: String of rendered JSON template.
def get_template(template_file='', **kwargs): template = get_template_object(template_file) LOG.info('Rendering template %s', template.filename) for key, value in kwargs.items(): LOG.debug('%s => %s', key, value) rendered_json = template.render(**kwargs) LOG.debug('Rendered JSON:\n%s'...
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Create Spinnaker Task. Args: task_data (str): Task JSON definition. Returns: str: Spinnaker Task ID. Raises: AssertionError: Error response from Spinnaker.
def post_task(task_data, task_uri='/tasks'): url = '{}/{}'.format(API_URL, task_uri.lstrip('/')) if isinstance(task_data, str): task_json = task_data else: task_json = json.dumps(task_data) resp = requests.post(url, data=task_json, headers=HEADERS, verify=GATE_CA_BUNDLE, cert=GATE...
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Check Spinnaker Task status. Args: taskid (str): Existing Spinnaker Task ID. Returns: str: Task status.
def _check_task(taskid): try: taskurl = taskid.get('ref', '0000') except AttributeError: taskurl = taskid taskid = taskurl.split('/tasks/')[-1] LOG.info('Checking taskid %s', taskid) url = '{}/tasks/{}'.format(API_URL, taskid) task_response = requests.get(url, headers=HEA...
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Wrap check_task. Args: taskid (str): Existing Spinnaker Task ID. timeout (int, optional): Consider Task failed after given seconds. wait (int, optional): Seconds to pause between polling attempts. Returns: str: Task status. Raises: AssertionError: API did not respo...
def check_task(taskid, timeout=DEFAULT_TASK_TIMEOUT, wait=2): max_attempts = int(timeout / wait) try: return retry_call( partial(_check_task, taskid), max_attempts=max_attempts, wait=wait, exceptions=(AssertionError, ValueError), ) except ValueErr...
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Run task and check the result. Args: task_data (str): the task json to execute Returns: str: Task status.
def wait_for_task(task_data, task_uri='/tasks'): taskid = post_task(task_data, task_uri) if isinstance(task_data, str): json_data = json.loads(task_data) else: json_data = task_data # inspect the task to see if a timeout is configured job = json_data['job'][0] env = job.ge...
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Make sure _application.properties_ file exists in S3. For Applications with Archaius support, there needs to be a file where the cloud environment variable points to. Args: env (str): Deployment environment/account, i.e. dev, stage, prod. app (str): GitLab Project name. Returns: ...
def init_properties(env='dev', app='unnecessary', **_): aws_env = boto3.session.Session(profile_name=env) s3client = aws_env.resource('s3') generated = get_details(app=app, env=env) archaius = generated.archaius() archaius_file = ('{path}/application.properties').format(path=archaius['path'])...
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Create cloudwatch event for lambda from rules. Args: app_name (str): name of the lambda function env (str): Environment/Account for lambda function region (str): AWS region of the lambda function rules (dict): Trigger rules from the settings
def create_cloudwatch_event(app_name, env, region, rules): session = boto3.Session(profile_name=env, region_name=region) cloudwatch_client = session.client('events') rule_name = rules.get('rule_name') schedule = rules.get('schedule') rule_description = rules.get('rule_description') json_in...
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Create the specified resource. Args: parent_id (str): The resource ID of the parent resource in API Gateway
def create_resource(self, parent_id=""): resource_name = self.trigger_settings.get('resource', '') resource_name = resource_name.replace('/', '') if not self.resource_id: created_resource = self.client.create_resource( restApiId=self.api_id, parentId=parent_i...
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Process rules into cidr and non-cidr lists. Args: rules (list): Allowed Security Group ports and protocols. Returns: (list, list): Security Group reference rules and custom CIDR rules.
def _process_rules(self, rules): cidr = [] non_cidr = [] for rule in rules: if '.' in rule['app']: self.log.debug('Custom CIDR rule: %s', rule) self._validate_cidr(rule) cidr.append(rule) else: self...
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Add cidr rules to security group via boto. Args: rules (list): Allowed Security Group ports and protocols. Returns: True: Upon successful completion. Raises: SpinnakerSecurityGroupError: boto3 call failed to add CIDR block to Security Group.
def add_cidr_rules(self, rules): session = boto3.session.Session(profile_name=self.env, region_name=self.region) client = session.client('ec2') group_id = get_security_group_id(self.app_name, self.env, self.region) for rule in rules: data = { 'DryRu...
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Create a normalized ingress rule. Args: app (str): Application name rule (dict or int): Allowed Security Group ports and protocols. Returns: dict: Contains app, start_port, end_port, protocol, cross_account_env and cross_account_vpc_id
def create_ingress_rule(self, app, rule): if isinstance(rule, dict): # Advanced start_port = rule.get('start_port') end_port = rule.get('end_port') protocol = rule.get('protocol', 'tcp') requested_cross_account = rule.get('env', self.env) ...
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Get lambda ARN. Args: account (str): AWS account name. region (str): Region name, e.g. us-east-1 app (str): Lambda function name Returns: str: ARN for requested lambda function
def get_lambda_arn(app, account, region): session = boto3.Session(profile_name=account, region_name=region) lambda_client = session.client('lambda') lambda_arn = None paginator = lambda_client.get_paginator('list_functions') for lambda_functions in paginator.paginate(): for lambda_fun...
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Get lambda alias ARN. Assumes that account name is equal to alias name. Args: account (str): AWS account name. region (str): Region name, e.g. us-east-1 app (str): Lambda function name Returns: str: ARN for requested lambda alias
def get_lambda_alias_arn(app, account, region): session = boto3.Session(profile_name=account, region_name=region) lambda_client = session.client('lambda') lambda_aliases = lambda_client.list_aliases(FunctionName=app) matched_alias = None for alias in lambda_aliases['Aliases']: if alia...
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Add permission to Lambda for the event trigger. Args: function (str): Lambda function name statement_id (str): IAM policy statement (principal) id action (str): Lambda action to allow principal (str): AWS principal to add permissions source_arn (str): ARN of the source of th...
def add_lambda_permissions(function='', statement_id='', action='lambda:InvokeFunction', principal='', source_arn='', env='', region='us-east-1'): se...
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Remove all foremast-* permissions from lambda. Args: app_name (str): Application name env (str): AWS environment region (str): AWS region
def remove_all_lambda_permissions(app_name='', env='', region='us-east-1'): session = boto3.Session(profile_name=env, region_name=region) lambda_client = session.client('lambda') legacy_prefix = app_name + "_" lambda_arn = get_lambda_arn(app_name, env, region) lambda_alias_arn = get_lambda_ali...
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Attaches listerner policies to an ELB Args: json_data (json): return data from ELB upsert
def add_listener_policy(self, json_data): env = boto3.session.Session(profile_name=self.env, region_name=self.region) elbclient = env.client('elb') # create stickiness policy if set in configs stickiness = {} elb_settings = self.properties['elb'] if elb_settings...
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Attaches backend server policies to an ELB Args: json_data (json): return data from ELB upsert
def add_backend_policy(self, json_data): env = boto3.session.Session(profile_name=self.env, region_name=self.region) elbclient = env.client('elb') # Attach backend server policies to created ELB for job in json.loads(json_data)['job']: for listener in job['listeners...
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Configure load balancer attributes such as idle timeout, connection draining, etc Args: json_data (json): return data from ELB upsert
def configure_attributes(self, json_data): env = boto3.session.Session(profile_name=self.env, region_name=self.region) elbclient = env.client('elb') elb_settings = self.properties['elb'] LOG.debug('Block ELB Settings Pre Configure Load Balancer Attributes:\n%s', pformat(elb_set...
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Set Health Check path, port, and protocol. Args: health_target (str): The health target. ie ``HTTP:80`` Returns: HealthCheck: A **collections.namedtuple** class with *path*, *port*, *proto*, and *target* attributes.
def splay_health(health_target): HealthCheck = collections.namedtuple('HealthCheck', ['path', 'port', 'proto', 'target']) proto, health_port_path = health_target.split(':') port, *health_path = health_port_path.split('/') if proto == 'TCP': path = '' elif not health_path: path...
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Send Pipeline JSON to Spinnaker. Args: pipeline (dict, str): New Pipeline to create.
def post_pipeline(self, pipeline): if isinstance(pipeline, str): pipeline_str = pipeline else: pipeline_str = json.dumps(pipeline) pipeline_json = json.loads(pipeline_str) # Note pipeline name is manual name = '{0} (onetime-{1})'.format(pipeline...
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Send Pipeline JSON to Spinnaker. Args: pipeline (json): json of the pipeline to be created in Spinnaker
def post_pipeline(self, pipeline): url = "{0}/pipelines".format(API_URL) if isinstance(pipeline, str): pipeline_json = pipeline else: pipeline_json = json.dumps(pipeline) pipeline_dict = json.loads(pipeline_json) self.log.debug('Pipeline JSON:\...
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Generate the base Pipeline wrapper. This renders the non-repeatable stages in a pipeline, like jenkins, baking, tagging and notifications. Args: region (str): AWS Region. Returns: dict: Rendered Pipeline wrapper.
def render_wrapper(self, region='us-east-1'): base = self.settings['pipeline']['base'] if self.base: base = self.base email = self.settings['pipeline']['notifications']['email'] slack = self.settings['pipeline']['notifications']['slack'] baking_process = se...
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Compare desired pipeline with existing pipelines. Args: region (str): Region of desired pipeline. onetime (bool): Looks for different pipeline if Onetime Returns: str: pipeline_id if existing, empty string of not.
def compare_with_existing(self, region='us-east-1', onetime=False): pipelines = self.get_existing_pipelines() pipeline_id = None found = False for pipeline in pipelines: correct_app_and_region = (pipeline['application'] == self.app_name) and (region in pipeline['name...
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Look up AMI ID. Use _name_ to find AMI ID. If no ami_base_url or gitlab_token is provided, _name_ is returned as the ami id. Args: region (str): AWS Region to find AMI ID. name (str): Simple AMI base name to lookup. Returns: str: AMI ID for _name_ in _region_.
def ami_lookup(region='us-east-1', name='tomcat8'): if AMI_JSON_URL: ami_dict = _get_ami_dict(AMI_JSON_URL) ami_id = ami_dict[region][name] elif GITLAB_TOKEN: warn_user('Use AMI_JSON_URL feature instead.') ami_contents = _get_ami_file(region=region) ami_dict = json.l...
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Get file from Gitlab. Args: region (str): AWS Region to find AMI ID. Returns: str: Contents in json format.
def _get_ami_file(region='us-east-1'): LOG.info("Getting AMI from Gitlab") lookup = FileLookup(git_short='devops/ansible') filename = 'scripts/{0}.json'.format(region) ami_contents = lookup.remote_file(filename=filename, branch='master') LOG.debug('AMI file contents in %s: %s', filename, ami_co...
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Get ami from a web url. Args: region (str): AWS Region to find AMI ID. Returns: dict: Contents in dictionary format.
def _get_ami_dict(json_url): LOG.info("Getting AMI from %s", json_url) response = requests.get(json_url) assert response.ok, "Error getting ami info from {}".format(json_url) ami_dict = response.json() LOG.debug('AMI json contents: %s', ami_dict) return ami_dict
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Read the local file in _self.runway_dir_. Args: filename (str): Name of file to retrieve relative to root of _runway_dir_. Returns: str: Contents of local file. Raises: FileNotFoundError: Requested file missing.
def local_file(self, filename): LOG.info('Retrieving "%s" from "%s".', filename, self.runway_dir) file_contents = '' file_path = os.path.join(self.runway_dir, filename) try: with open(file_path, 'rt') as lookup_file: file_contents = lookup_file.rea...
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Read the remote file on Git Server. Args: branch (str): Git Branch to find file. filename (str): Name of file to retrieve relative to root of repository. Returns: str: Contents of remote file. Raises: FileNotFoundError: Requested...
def remote_file(self, branch='master', filename=''): LOG.info('Retrieving "%s" from "%s".', filename, self.git_short) file_contents = '' try: file_blob = self.project.files.get(file_path=filename, ref=branch) except gitlab.exceptions.GitlabGetError: fil...
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Retrieve _filename_ from GitLab. Args: branch (str): Git Branch to find file. filename (str): Name of file to retrieve relative to root of Git repository, or _runway_dir_ if specified. Returns: str: Contents of file.
def get(self, branch='master', filename=''): file_contents = '' if self.runway_dir: file_contents = self.local_file(filename=filename) else: file_contents = self.remote_file(branch=branch, filename=filename) return file_contents
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Retrieve _filename_ from GitLab. Args: branch (str): Git Branch to find file. filename (str): Name of file to retrieve. Returns: dict: Decoded JSON. Raises: SystemExit: Invalid JSON provided.
def json(self, branch='master', filename=''): file_contents = self.get(branch=branch, filename=filename) try: json_dict = json.loads(file_contents) # TODO: Use json.JSONDecodeError when Python 3.4 has been deprecated except ValueError as error: msg = ('"...
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Center _text_ in a banner _width_ wide with _border_ characters. Args: text (str): What to write in the banner border (str): Border character width (int): How long the border should be
def banner(text, border='=', width=80): text_padding = '{0:^%d}' % (width) LOG.info(border * width) LOG.info(text_padding.format(text)) LOG.info(border * width)
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Get SNS topic ARN. Args: topic_name (str): Name of the topic to lookup. account (str): Environment, e.g. dev region (str): Region name, e.g. us-east-1 Returns: str: ARN for requested topic name
def get_sns_topic_arn(topic_name, account, region): if topic_name.count(':') == 5 and topic_name.startswith('arn:aws:sns:'): return topic_name session = boto3.Session(profile_name=account, region_name=region) sns_client = session.client('sns') topics = sns_client.list_topics()['Topics'] ...
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Get contents of _properties_file_ for the _env_. Args: properties_file (str): File name of `create-configs` JSON output. env (str): Environment to read optionally. region (str): Region to get specific configs for. Returns: dict: JSON loaded Application properties for _env_. ...
def get_properties(properties_file='raw.properties.json', env=None, region=None): with open(properties_file, 'rt') as file_handle: properties = json.load(file_handle) env_properties = properties.get(env, properties) contents = env_properties.get(region, env_properties) LOG.debug('Found pro...
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Get a security group ID. Args: name (str): Security Group name to find. env (str): Deployment environment to search. region (str): AWS Region to search. Returns: str: ID of Security Group, e.g. sg-xxxx. Raises: AssertionError: Call to Gate API was not successful. ...
def get_security_group_id(name='', env='', region=''): vpc_id = get_vpc_id(env, region) LOG.info('Find %s sg in %s [%s] in %s', name, env, region, vpc_id) url = '{0}/securityGroups/{1}/{2}/{3}?vpcId={4}'.format(API_URL, env, region, name, vpc_id) response = requests.get(url, verify=GATE_CA_BUNDLE...
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Removes duplicate Security Groups that share a same name alias Args: security_groups (list): A list of security group id to compare against SECURITYGROUP_REPLACEMENTS Returns: security_groups (list): A list of security groups with duplicate aliases removed
def remove_duplicate_sg(security_groups): for each_sg, duplicate_sg_name in SECURITYGROUP_REPLACEMENTS.items(): if each_sg in security_groups and duplicate_sg_name in security_groups: LOG.info('Duplicate SG found. Removing %s in favor of %s.', duplicate_sg_name, each_sg) securit...
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Format the message and post to the appropriate slack channel. Args: message (str): Message to post to slack channel (str): Desired channel. Must start with #
def post_slack_message(message=None, channel=None, username=None, icon_emoji=None): LOG.debug('Slack Channel: %s\nSlack Message: %s', channel, message) slack = slacker.Slacker(SLACK_TOKEN) try: slack.chat.post_message(channel=channel, text=message, username=username, icon_emoji=icon_emoji) ...
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Convert :obj:`dict` to S3 Tag list. Args: tags (dict): Dictonary of tag key and tag value passed. Returns: list: List of dictionaries.
def generated_tag_data(tags): generated_tags = [] for key, value in tags.items(): generated_tags.append({ 'Key': key, 'Value': value, }) return generated_tags
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Destroy DNS records. Args: app (str): Spinnaker Application name. env (str): Deployment environment. regions (str): AWS region. Returns: bool: True upon successful completion.
def destroy_dns(app='', env='dev', **_): client = boto3.Session(profile_name=env).client('route53') generated = get_details(app=app, env=env) record = generated.dns_elb() zone_ids = get_dns_zone_ids(env=env, facing='external') for zone_id in zone_ids: record_sets = client.list_resour...
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Create SNS lambda event from rules. Args: app_name (str): name of the lambda function env (str): Environment/Account for lambda function region (str): AWS region of the lambda function rules (str): Trigger rules from the settings
def create_sns_event(app_name, env, region, rules): session = boto3.Session(profile_name=env, region_name=region) sns_client = session.client('sns') topic_name = rules.get('topic') lambda_alias_arn = get_lambda_alias_arn(app=app_name, account=env, region=region) topic_arn = get_sns_topic_arn(t...
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Destroy all Lambda SNS subscriptions. Args: app_name (str): name of the lambda function env (str): Environment/Account for lambda function region (str): AWS region of the lambda function Returns: boolean: True if subscription destroyed successfully
def destroy_sns_event(app_name, env, region): session = boto3.Session(profile_name=env, region_name=region) sns_client = session.client('sns') lambda_subscriptions = get_sns_subscriptions(app_name=app_name, env=env, region=region) for subscription_arn in lambda_subscriptions: sns_client.u...
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Destroy ELB Resources. Args: app (str): Spinnaker Application name. env (str): Deployment environment. region (str): AWS region. Returns: True upon successful completion.
def destroy_elb(app='', env='dev', region='us-east-1', **_): task_json = get_template( template_file='destroy/destroy_elb.json.j2', app=app, env=env, region=region, vpc=get_vpc_id(account=env, region=region)) wait_for_task(task_json) return True
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Warn when *key* is missing from configuration *section*. Args: config_handle (configparser.ConfigParser): Instance of configurations. section (str): Name of configuration section to retrieve. key (str): Configuration key to look up. default (object): Default object to use when *key*...
def validate_key_values(config_handle, section, key, default=None): if section not in config_handle: LOG.info('Section missing from configurations: [%s]', section) try: value = config_handle[section][key] except KeyError: LOG.warning('[%s] missing key "%s", using %r.', section,...
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Get application formats. See :class:`gogoutils.Formats` for available options. Args: config_handle (configparser.ConfigParser): Instance of configurations. Returns: dict: Formats in ``{$format_type: $format_pattern}``.
def extract_formats(config_handle): configurations = dict(config_handle) formats = dict(configurations.get('formats', {})) return formats
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Read config file and generate security group dict by environment. Args: config_key (str): Configuration file key Returns: dict: of environments in {'env1': ['group1', 'group2']} format
def _generate_security_groups(config_key): raw_default_groups = validate_key_values(CONFIG, 'base', config_key, default='') default_groups = _convert_string_to_native(raw_default_groups) LOG.debug('Default security group for %s is %s', config_key, default_groups) entries = {} for env in ENVS: ...
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AWS Data Pipeline object. Args: app (str): Application name env (str): Environment/Account region (str): AWS Region prop_path (str): Path of environment property file
def __init__(self, app=None, env=None, region='us-east-1', prop_path=None): self.app_name = app self.env = env self.region = region self.properties = get_properties(prop_path, env=self.env, region=self.region) self.datapipeline_data = self.properties['datapipeline'] ...
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Get Route 53 Hosted Zone IDs for _env_. Args: env (str): Deployment environment. facing (str): Type of ELB, external or internal. Returns: list: Hosted Zone IDs for _env_. Only *PrivateZone* when _facing_ is internal.
def get_dns_zone_ids(env='dev', facing='internal'): client = boto3.Session(profile_name=env).client('route53') zones = client.list_hosted_zones_by_name(DNSName='.'.join([env, DOMAIN])) zone_ids = [] for zone in zones['HostedZones']: LOG.debug('Found Hosted Zone: %s', zone) if fac...
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Create a Route53 CNAME record in _env_ zone. Args: env (str): Deployment environment. zone_id (str): Route53 zone id. Keyword Args: dns_name (str): FQDN of application's dns entry to add/update. dns_name_aws (str): FQDN of AWS resource dns_ttl (int): DNS time-to-live (t...
def update_dns_zone_record(env, zone_id, **kwargs): client = boto3.Session(profile_name=env).client('route53') response = {} hosted_zone_info = client.get_hosted_zone(Id=zone_id) zone_name = hosted_zone_info['HostedZone']['Name'].rstrip('.') dns_name = kwargs.get('dns_name') if dns_name a...
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Check if a specific DNS record exists. Args: env (str): Deployment environment. zone_id (str): Route53 zone id. dns_name (str): FQDN of application's dns entry to add/update. check_key(str): Key to look for in record. Example: "Type" check_value(str): Value to look for with ...
def find_existing_record(env, zone_id, dns_name, check_key=None, check_value=None): client = boto3.Session(profile_name=env).client('route53') pager = client.get_paginator('list_resource_record_sets') existingrecord = None for rset in pager.paginate(HostedZoneId=zone_id): for record in rset...
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Delete an existing CNAME record. This is used when updating to multi-region for deleting old records. The record can not just be upserted since it changes types. Args: env (str): Deployment environment. zone_id (str): Route53 zone id. dns_name (str): FQDN of application's dns entry...
def delete_existing_cname(env, zone_id, dns_name): client = boto3.Session(profile_name=env).client('route53') startrecord = None newrecord_name = dns_name startrecord = find_existing_record(env, zone_id, newrecord_name, check_key='Type', check_value='CNAME') if startrecord: LOG.info("De...
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Create cloudwatch log event for lambda from rules. Args: app_name (str): name of the lambda function env (str): Environment/Account for lambda function region (str): AWS region of the lambda function rules (str): Trigger rules from the settings
def create_cloudwatch_log_event(app_name, env, region, rules): session = boto3.Session(profile_name=env, region_name=region) cloudwatch_client = session.client('logs') log_group = rules.get('log_group') filter_name = rules.get('filter_name') filter_pattern = rules.get('filter_pattern') i...
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Renders scaling policy templates based on configs and variables. After rendering, POSTs the json to Spinnaker for creation. Args: scaling_type (str): ``scale_up`` or ``scaling_down``. Type of policy period_sec (int): Period of time to look at metrics for determining scale ...
def prepare_policy_template(self, scaling_type, period_sec, server_group): template_kwargs = { 'app': self.app, 'env': self.env, 'region': self.region, 'server_group': server_group, 'period_sec': period_sec, 'scaling_policy': self....
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Given a scaling_policy and server_group, deletes the existing scaling_policy. Scaling policies need to be deleted instead of upserted for consistency. Args: scaling_policy (json): the scaling_policy json from Spinnaker that should be deleted server_group (str): the affected serv...
def delete_existing_policy(self, scaling_policy, server_group): self.log.info("Deleting policy %s on %s", scaling_policy['policyName'], server_group) delete_dict = { "application": self.app, "description": "Delete scaling policy", "job...
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Destroy Cloudwatch event subscription. Args: app (str): Spinnaker Application name. env (str): Deployment environment. region (str): AWS region. Returns: bool: True upon successful completion.
def destroy_cloudwatch_event(app='', env='dev', region=''): session = boto3.Session(profile_name=env, region_name=region) cloudwatch_client = session.client('events') event_rules = get_cloudwatch_event_rule(app_name=app, account=env, region=region) for rule in event_rules: cloudwatch_cli...
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S3 application object. Setups Bucket and policies for S3 applications. Args: app (str): Application name env (str): Environment/Account region (str): AWS Region prop_path (str): Path of environment property file primary_region (str): The primary regio...
def __init__(self, app, env, region, prop_path, primary_region='us-east-1'): self.app_name = app self.env = env self.region = region boto_sess = boto3.session.Session(profile_name=env) self.s3client = boto_sess.client('s3') self.generated = get_details(app=app, e...
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Retrieve _application.json_ files from GitLab. Args: git_short (str): Short Git representation of repository, e.g. forrest/core. Returns: collections.defaultdict: Configurations stored for each environment found.
def process_git_configs(git_short=''): LOG.info('Processing application.json files from GitLab "%s".', git_short) file_lookup = FileLookup(git_short=git_short) app_configs = process_configs(file_lookup, RUNWAY_BASE_PATH + '/application-master-{env}.json', ...
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Read the _application.json_ files. Args: runway_dir (str): Name of runway directory with app.json files. Returns: collections.defaultdict: Configurations stored for each environment found.
def process_runway_configs(runway_dir=''): LOG.info('Processing application.json files from local directory "%s".', runway_dir) file_lookup = FileLookup(runway_dir=runway_dir) app_configs = process_configs(file_lookup, 'application-master-{env}.json', 'pipeline.json') return app_configs
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Processes the configs from lookup sources. Args: file_lookup (FileLookup): Source to look for file/config app_config_format (str): The format for application config files. pipeline_config (str): Name/path of the pipeline config Returns: dict: Retreived application config
def process_configs(file_lookup, app_config_format, pipeline_config): app_configs = collections.defaultdict(dict) for env in ENVS: file_json = app_config_format.format(env=env) try: env_config = file_lookup.json(filename=file_json) app_configs[env] = apply_region_con...
440,971
Override default env configs with region specific configs and nest all values under a region Args: env_config (dict): The environment specific config. Return: dict: Newly updated dictionary with region overrides applied.
def apply_region_configs(env_config): new_config = env_config.copy() for region in env_config.get('regions', REGIONS): if isinstance(env_config.get('regions'), dict): region_specific_config = env_config['regions'][region] new_config[region] = dict(DeepChainMap(region_specifi...
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Create the IAM Resources for the application. Args: env (str): Deployment environment/account, i.e. dev, stage, prod. app (str): Spinnaker Application name. Returns: True upon successful completion.
def create_iam_resources(env='dev', app='', **_): session = boto3.session.Session(profile_name=env) client = session.client('iam') app_properties = get_properties(env='pipeline') generated = get_details(env=env, app=app) generated_iam = generated.iam() app_details = collections.namedtuple...
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Attach an IAM Instance Profile _profile_name_ to Role _role_name_. Args: role_name (str): Name of Role. profile_name (str): Name of Instance Profile. Returns: True upon successful completion.
def attach_profile_to_role(client, role_name='forrest_unicorn_role', profile_name='forrest_unicorn_profile'): current_instance_profiles = resource_action( client, action='list_instance_profiles_for_role', log_format='Found Instance Profiles for %(RoleName)s.', RoleName=role_name...
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Recursively retrieve value for _key_ in dict. Args: key (str): dict key to get all items for
def __getitem__(self, key): for mapping in self.maps: try: value = mapping[key] map_value = value if isinstance(value, dict): map_value = dict(DeepChainMap(*list(mapping.get(key, {}) for mapping in self.maps))) ...
440,975
Get an application's AWS elb dns name. Args: name (str): ELB name env (str): Environment/account of ELB region (str): AWS Region Returns: str: elb DNS record
def find_elb(name='', env='', region=''): LOG.info('Find %s ELB in %s [%s].', name, env, region) url = '{0}/applications/{1}/loadBalancers'.format(API_URL, name) response = requests.get(url, verify=GATE_CA_BUNDLE, cert=GATE_CLIENT_CERT) assert response.ok elb_dns = None accounts = respons...
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Get an application's AWS elb dns zone id. Args: name (str): ELB name env (str): Environment/account of ELB region (str): AWS Region Returns: str: elb DNS zone ID
def find_elb_dns_zone_id(name='', env='dev', region='us-east-1'): LOG.info('Find %s ELB DNS Zone ID in %s [%s].', name, env, region) client = boto3.Session(profile_name=env).client('elb', region_name=region) elbs = client.describe_load_balancers(LoadBalancerNames=[name]) return elbs['LoadBalancerDe...
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Create a recursive list of children. Parameters: level (int): The depth level to continue fetching children from (default is -1, to get children to the utter depths) intermediate (bool): Also include the intermediate children (default is True) Re...
def rchildren(self, level=-1, intermediate=True): try: return self._rchildren[(level, intermediate)] except KeyError: rchildren = [] if self.children and level: if intermediate or level==1: rchildren.extend(self.childre...
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Create a new `TermList`. Arguments: elements (collections.Iterable, optional): an Iterable that yields `Term` objects. Raises: TypeError: when the given ``elements`` are not instances of `Term`.
def __init__(self, elements=None): super(TermList, self).__init__() self._contents = set() try: for t in elements or []: super(TermList, self).append(t) self._contents.add(t.id) except AttributeError: raise TypeError('TermL...
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Parse a typedef line. The typedef is organized as a succesion of ``key:value`` pairs that are extracted into the same dictionnary until a new header is encountered Arguments: line (str): the line containing a typedef statement
def _parse_typedef(line, _rawtypedef): if "[Typedef]" in line: _rawtypedef.append(collections.defaultdict(list)) else: key, value = line.split(':', 1) _rawtypedef[-1][key.strip()].append(value.strip())
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Parse a term line. The term is organized as a succesion of ``key:value`` pairs that are extracted into the same dictionnary until a new header is encountered Arguments: line (str): the line containing a term statement
def _parse_term(_rawterms): line = yield _rawterms.append(collections.defaultdict(list)) while True: line = yield if "[Term]" in line: _rawterms.append(collections.defaultdict(list)) else: key, value = line.split(':', 1...
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Create a new synonym type. Arguments: name (str): the name of the synonym type. desc (str): the description of the synonym type. scope (str, optional): the scope modifier.
def __init__(self, name, desc, scope=None): self.name = name self.desc = desc if scope in {'BROAD', 'NARROW', 'EXACT', 'RELATED', None}: self.scope = scope elif scope in {six.b('BROAD'), six.b('NARROW'), six.b('EXACT'), six.b('RELATED')}: self.scope = sco...
443,351
Create a new synonym. Arguments: desc (str): a description of the synonym. scope (str, optional): the scope of the synonym (either EXACT, BROAD, NARROW or RELATED). syn_type (SynonymType, optional): the type of synonym if relying on a synonym ...
def __init__(self, desc, scope=None, syn_type=None, xref=None): if isinstance(desc, six.binary_type): self.desc = desc.decode('utf-8') elif isinstance(desc, six.text_type): self.desc = desc else: raise ValueError("desc must be bytes or str, not {}".fo...
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Set the connection's database name property. Args: value: New name of the database. String. Returns: Nothing.
def dbname(self, value): self._dbname = value self._connectionXML.set('dbname', value)
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Set the connection's server property. Args: value: New server. String. Returns: Nothing.
def server(self, value): self._server = value self._connectionXML.set('server', value)
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Set the connection's username property. Args: value: New username value. String. Returns: Nothing.
def username(self, value): self._username = value self._connectionXML.set('username', value)
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Set the connection's dbclass property. Args: value: New dbclass value. String. Returns: Nothing.
def dbclass(self, value): if not is_valid_dbclass(value): raise AttributeError("'{}' is not a valid database type".format(value)) self._class = value self._connectionXML.set('class', value)
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Set the connection's port property. Args: value: New port value. String. Returns: Nothing.
def port(self, value): self._port = value # If port is None we remove the element and don't write it to XML if value is None: try: del self._connectionXML.attrib['port'] except KeyError: pass else: self._connec...
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Set the connection's query_band property. Args: value: New query_band value. String. Returns: Nothing.
def query_band(self, value): self._query_band = value # If query band is None we remove the element and don't write it to XML if value is None: try: del self._connectionXML.attrib['query-band-spec'] except KeyError: pass e...
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Set the connection's initial_sql property. Args: value: New initial_sql value. String. Returns: Nothing.
def initial_sql(self, value): self._initial_sql = value # If initial_sql is None we remove the element and don't write it to XML if value is None: try: del self._connectionXML.attrib['one-time-sql'] except KeyError: pass e...
443,416
Save our file with the name provided. Args: new_filename: New name for the workbook file. String. Returns: Nothing.
def save_as(self, new_filename): xfile._save_file(self._filename, self._datasourceTree, new_filename)
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Save our file with the name provided. Args: new_filename: New name for the workbook file. String. Returns: Nothing.
def save_as(self, new_filename): xfile._save_file( self._filename, self._workbookTree, new_filename)
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漂亮地打印一个节点 Args: node (TYPE): Description
def pretty_print(node): for pre, _, node in RenderTree(node): print('{}{}'.format(pre, node.name))
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初始化方法 某些APK可能存在大量的方法,可能会相当耗时,根据情况加限制 Args: limit (int, optional): 方法数量限制,超过该值,则不获取方法 Returns: TYPE: 方法集合
def _init_methods(self, limit=10000): methods = set() if not self.dex_files: self._init_dex_files() count = 0 for dex_file in self.dex_files: count += dex_file.method_ids.size if limit < count: return for dex_file in self.dex...
443,794
Send a message through Fleetspeak. Args: message: A message protocol buffer. Returns: Size of the message in bytes. Raises: ValueError: If message is not a common_pb2.Message.
def Send(self, message): if not isinstance(message, common_pb2.Message): raise ValueError("Send requires a fleetspeak.Message") if message.destination.service_name == "system": raise ValueError( "Only predefined messages can have destination.service_name == \"system\"") return s...
444,045
Reads n characters from the input stream, or until EOF. This is equivalent to the current CPython implementation of read(n), but not guaranteed by the docs. Args: n: int Returns: string
def _ReadN(self, n): ret = "" while True: chunk = self._read_file.read(n - len(ret)) ret += chunk if len(ret) == n or not chunk: return ret
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Create a Sender. Args: channel: The grpc.Channel over which we should send messages. service_name: The name of the service that we are running as. stub: If set, used instead of AdminStub(channel). Intended to ease unit tests.
def __init__(self, channel, service_name, stub=None): if stub: self._stub = stub else: self._stub = admin_pb2_grpc.AdminStub(channel) self._service_name = service_name self._shutdown = False self._shutdown_cv = threading.Condition() self._keep_alive_thread = threading.Thread(t...
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Retries an operation until success or deadline. Args: func: The function to run. Must take a timeout, in seconds, as a single parameter. If it raises grpc.RpcError and deadline has not be reached, it will be run again. timeout: Retries will continue until timeout seconds have passed.
def _RetryLoop(self, func, timeout=None): timeout = timeout or self.DEFAULT_TIMEOUT deadline = time.time() + timeout sleep = 1 while True: try: return func(timeout) except grpc.RpcError: if time.time() + sleep > deadline: raise time.sleep(sleep) ...
444,059
Inserts a message into the Fleetspeak server. Sets message.source, if unset. Args: message: common_pb2.Message The message to send. timeout: How many seconds to try for. Raises: grpc.RpcError: if the RPC fails. InvalidArgument: if message is not a common_pb2.Message.
def InsertMessage(self, message, timeout=None): if not isinstance(message, common_pb2.Message): raise InvalidArgument("Attempt to send unexpected message type: %s" % message.__class__.__name__) if not message.HasField("source"): message.source.service_name = self._s...
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Provides basic information about Fleetspeak clients. Args: request: fleetspeak.admin.ListClientsRequest timeout: How many seconds to try for. Returns: fleetspeak.admin.ListClientsResponse
def ListClients(self, request, timeout=None): return self._RetryLoop( lambda t: self._stub.ListClients(request, timeout=t))
444,061
Starts naive bayes automated run Args: automated_run (xcessiv.models.AutomatedRun): Automated run object session: Valid SQLAlchemy session path (str, unicode): Path to project folder
def start_naive_bayes(automated_run, session, path): module = functions.import_string_code_as_module(automated_run.source) random_state = 8 if not hasattr(module, 'random_state') else module.random_state assert module.metric_to_optimize in automated_run.base_learner_origin.metric_generators # get ...
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Starts a TPOT automated run that exports directly to base learner setup Args: automated_run (xcessiv.models.AutomatedRun): Automated run object session: Valid SQLAlchemy session path (str, unicode): Path to project folder
def start_tpot(automated_run, session, path): module = functions.import_string_code_as_module(automated_run.source) extraction = session.query(models.Extraction).first() X, y = extraction.return_train_dataset() tpot_learner = module.tpot_learner tpot_learner.fit(X, y) temp_filename = os...
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Generates data statistics for the given data extraction setup stored in Xcessiv notebook. This is in rqtasks.py but not as a job yet. Temporarily call this directly while I'm figuring out Javascript lel. Args: path (str, unicode): Path to xcessiv notebook
def extraction_data_statistics(path): with functions.DBContextManager(path) as session: extraction = session.query(models.Extraction).first() X, y = extraction.return_main_dataset() functions.verify_dataset(X, y) if extraction.test_dataset['method'] == 'split_from_main': ...
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Generates meta-features for specified base learner After generation of meta-features, the file is saved into the meta-features folder Args: path (str): Path to Xcessiv notebook base_learner_id (str): Base learner ID
def generate_meta_features(path, base_learner_id): with functions.DBContextManager(path) as session: base_learner = session.query(models.BaseLearner).filter_by(id=base_learner_id).first() if not base_learner: raise exceptions.UserError('Base learner {} ' ...
444,361
Starts automated run. This will automatically create base learners until the run finishes or errors out. Args: path (str): Path to Xcessiv notebook automated_run_id (str): Automated Run ID
def start_automated_run(path, automated_run_id): with functions.DBContextManager(path) as session: automated_run = session.query(models.AutomatedRun).filter_by(id=automated_run_id).first() if not automated_run: raise exceptions.UserError('Automated run {} ' ...
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Evaluates the ensemble and updates the database when finished/ Args: path (str): Path to Xcessiv notebook ensemble_id (str): Ensemble ID
def evaluate_stacked_ensemble(path, ensemble_id): with functions.DBContextManager(path) as session: stacked_ensemble = session.query(models.StackedEnsemble).filter_by( id=ensemble_id).first() if not stacked_ensemble: raise exceptions.UserError('Stacked ensemble {} ' ...
444,363
Returns SHA256 checksum of a file Args: path (string): Absolute file path of file to hash block_size (int, optional): Number of bytes to read per block
def hash_file(path, block_size=65536): sha256 = hashlib.sha256() with open(path, 'rb') as f: for block in iter(lambda: f.read(block_size), b''): sha256.update(block) return sha256.hexdigest()
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Used to import an object from an absolute path. This function takes an absolute path and imports it as a Python module. It then returns the object with name `object` from the imported module. Args: path (string): Absolute file path of .py file to import object (string): Name of object to ...
def import_object_from_path(path, object): with open(path) as f: return import_object_from_string_code(f.read(), object)
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Used to import an object from arbitrary passed code. Passed in code is treated as a module and is imported and added to `sys.modules` with its SHA256 hash as key. Args: code (string): Python code to import as module object (string): Name of object to extract from imported module
def import_object_from_string_code(code, object): sha256 = hashlib.sha256(code.encode('UTF-8')).hexdigest() module = imp.new_module(sha256) try: exec_(code, module.__dict__) except Exception as e: raise exceptions.UserError('User code exception', exception_message=str(e)) sys.mo...
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Used to run arbitrary passed code as a module Args: code (string): Python code to import as module Returns: module: Python module
def import_string_code_as_module(code): sha256 = hashlib.sha256(code.encode('UTF-8')).hexdigest() module = imp.new_module(sha256) try: exec_(code, module.__dict__) except Exception as e: raise exceptions.UserError('User code exception', exception_message=str(e)) sys.modules[sha2...
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This function ensures that the dictionary is JSON serializable. If not, keys with non-serializable values are removed from the return value. Args: json (dict): Dictionary to convert to serializable Returns: new_dict (dict): New dictionary with non JSON serializable values removed
def make_serializable(json): new_dict = dict() for key, value in iteritems(json): if is_valid_json(value): new_dict[key] = value return new_dict
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Returns sample dataset Args: dataset_properties (dict): Dictionary corresponding to the properties of the dataset used to verify the estimator and metric generators. Returns: X (array-like): Features array y (array-like): Labels array splits (iterator): This is an...
def get_sample_dataset(dataset_properties): kwargs = dataset_properties.copy() data_type = kwargs.pop('type') if data_type == 'multiclass': try: X, y = datasets.make_classification(random_state=8, **kwargs) splits = model_selection.StratifiedKFold(n_splits=2, random_stat...
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