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# vim: set expandtab sw=4 ts=4: |
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""" |
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Interface to Keen IO. |
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Copyright (C) 2014-2016 Dieter Adriaenssens <[email protected]> |
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This file is part of buildtimetrend/python-lib |
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<https://github.com/buildtimetrend/python-lib/> |
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This program is free software: you can redistribute it and/or modify |
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it under the terms of the GNU Affero General Public License as published by |
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the Free Software Foundation, either version 3 of the License, or |
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any later version. |
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This program is distributed in the hope that it will be useful, |
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but WITHOUT ANY WARRANTY; without even the implied warranty of |
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MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
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GNU Affero General Public License for more details. |
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You should have received a copy of the GNU Affero General Public License |
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along with this program. If not, see <http://www.gnu.org/licenses/>. |
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""" |
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from __future__ import division |
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from builtins import str |
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import os |
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import copy |
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import keen |
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import math |
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from datetime import datetime |
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import requests |
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from buildtimetrend import logger |
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from keen import scoped_keys |
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from buildtimetrend.settings import Settings |
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from buildtimetrend.tools import check_dict |
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from buildtimetrend.tools import is_list |
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from buildtimetrend.tools import is_string |
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from buildtimetrend.buildjob import BuildJob |
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TIME_INTERVALS = { |
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'week': {'name': 'week', 'timeframe': 'this_7_days', 'max_age': 600}, |
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'month': {'name': 'month', 'timeframe': 'this_30_days', 'max_age': 600}, |
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'year': {'name': 'year', 'timeframe': 'this_52_weeks', 'max_age': 1800} |
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} |
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KEEN_PROJECT_INFO_NAME = "buildtime_trend" |
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def has_project_id(): |
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"""Check if Keen.io project ID is set.""" |
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if "KEEN_PROJECT_ID" in os.environ or keen.project_id is not None: |
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return True |
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logger.warning("Keen.io Project ID is not set") |
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return False |
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def has_master_key(): |
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"""Check if Keen.io Master API key is set.""" |
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if "KEEN_MASTER_KEY" in os.environ or keen.master_key is not None: |
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return True |
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logger.warning("Keen.io Master API Key is not set") |
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return False |
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def has_write_key(): |
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"""Check if Keen.io Write Key is set.""" |
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if "KEEN_WRITE_KEY" in os.environ or keen.write_key is not None: |
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return True |
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logger.warning("Keen.io Write Key is not set") |
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return False |
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def has_read_key(): |
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"""Check if Keen.io Read key is set.""" |
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if "KEEN_READ_KEY" in os.environ or keen.read_key is not None: |
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return True |
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logger.warning("Keen.io Read Key is not set") |
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return False |
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def is_writable(): |
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"""Check if login keys for Keen IO API are set, to allow writing.""" |
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if has_project_id() and has_write_key(): |
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return True |
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logger.warning("Keen.io Write Key is not set") |
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return False |
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def is_readable(): |
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"""Check if login keys for Keen IO API are set, to allow reading.""" |
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if has_project_id() and has_read_key(): |
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return True |
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logger.warning("Keen.io Read Key is not set") |
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return False |
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def generate_read_key(repo): |
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""" |
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Create scoped key for reading only the build-stages related data. |
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Param repo : github repository slug (fe. buildtimetrend/python-lib) |
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""" |
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if not has_master_key(): |
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logger.warning("Keen.io Read Key was not created," |
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" keen.master_key is not defined.") |
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return None |
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master_key = keen.master_key or os.environ.get("KEEN_MASTER_KEY") |
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privileges = { |
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"allowed_operations": ["read"] |
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} |
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if repo is not None: |
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privileges["filters"] = [get_repo_filter(repo)] |
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logger.info("Keen.io Read Key is created for %s", repo) |
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return scoped_keys.encrypt(master_key, privileges) |
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def generate_write_key(): |
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"""Create scoped key for write access to Keen.io database.""" |
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if not has_master_key(): |
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logger.warning("Keen.io Write Key was not created," |
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" keen.master_key is not defined.") |
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return None |
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master_key = keen.master_key or os.environ.get("KEEN_MASTER_KEY") |
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privileges = { |
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"allowed_operations": ["write"] |
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} |
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logger.info("Keen.io Write Key is created") |
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return scoped_keys.encrypt(master_key, privileges) |
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def send_build_data(buildjob, detail=None): |
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""" |
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Send build data generated by client to keen.io. |
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Parameters: |
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- buildjob : BuildJob instance |
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- detail : Data storage detail level : |
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'minimal', 'basic', 'full', 'extended' |
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""" |
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if not isinstance(buildjob, BuildJob): |
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raise TypeError("param buildjob should be a BuildJob instance") |
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data_detail = Settings().get_value_or_setting("data_detail", detail) |
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if is_writable(): |
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logger.info( |
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"Sending client build job data to Keen.io (data detail: %s)", |
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data_detail |
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) |
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# store build job data |
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add_event("build_jobs", {"job": buildjob.to_dict()}) |
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# store build stages |
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if data_detail in ("full", "extended"): |
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add_events("build_stages", buildjob.stages_to_list()) |
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def send_build_data_service(buildjob, detail=None): |
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""" |
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Send build data generated by service to keen.io. |
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Parameters: |
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- buildjob : BuildJob instance |
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- detail : Data storage detail level : |
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'minimal', 'basic', 'full', 'extended' |
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""" |
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if not isinstance(buildjob, BuildJob): |
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raise TypeError("param buildjob should be a BuildJob instance") |
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data_detail = Settings().get_value_or_setting("data_detail", detail) |
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if is_writable(): |
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logger.info( |
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"Sending service build job data to Keen.io (data detail: %s)", |
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data_detail |
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) |
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add_event("build_jobs", {"job": buildjob.to_dict()}) |
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if data_detail in ("full", "extended"): |
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add_events("build_substages", buildjob.stages_to_list()) |
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def add_event(event_collection, payload): |
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""" |
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Wrapper for keen.add_event(), adds project info. |
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Param event_collection : collection event data is submitted to |
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Param payload : data that is submitted |
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""" |
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# add project info to this event |
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payload = add_project_info_dict(payload) |
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# submit list of events to Keen.io |
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keen.add_event(event_collection, payload) |
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logger.info( |
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"Sent single event to '%s' collection (Keen.io)", |
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event_collection |
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) |
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def add_events(event_collection, payload): |
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""" |
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Wrapper for keen.add_events(), adds project info to each event. |
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Param event_collection : collection event data is submitted to |
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Param payload : array of events that is submitted |
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""" |
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# add project info to each event |
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payload = add_project_info_list(payload) |
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# submit list of events to Keen.io |
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keen.add_events({event_collection: payload}) |
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logger.info( |
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"Sent multiple events to '%s' collection (Keen.io)", |
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event_collection |
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) |
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def add_project_info_dict(payload): |
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""" |
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Add project info to a dictonary. |
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Param payload: dictonary payload |
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""" |
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# check if payload is a dictionary, throws an exception if it isn't |
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check_dict(payload, "payload") |
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payload_as_dict = copy.deepcopy(payload) |
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payload_as_dict[KEEN_PROJECT_INFO_NAME] = Settings().get_project_info() |
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if "job" in payload: |
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# override project_name, set to build_job repo |
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if "repo" in payload["job"]: |
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payload_as_dict[KEEN_PROJECT_INFO_NAME]["project_name"] = \ |
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payload["job"]["repo"] |
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# override timestamp, set to finished_at timestamp |
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if "finished_at" in payload["job"]: |
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payload_as_dict["keen"] = { |
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"timestamp": payload["job"]["finished_at"]["isotimestamp"] |
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} |
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return payload_as_dict |
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def add_project_info_list(payload): |
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""" |
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Add project info to a list of dictionaries. |
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Param payload: list of dictionaries |
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""" |
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# check if payload is a list, throws an exception if it isn't |
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is_list(payload, "payload") |
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payload_as_list = [] |
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# loop over dicts in payload and add project info to each one |
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for event_dict in payload: |
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payload_as_list.append(add_project_info_dict(event_dict)) |
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return payload_as_list |
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def get_dashboard_keen_config(repo): |
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""" |
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Generate the Keen.io settings for the configuration of the dashboard. |
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The dashboard is Javascript powered HTML file that contains the |
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graphs generated by Keen.io. |
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""" |
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# initialise config settings |
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keen_config = {} |
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if not has_project_id() or not has_master_key(): |
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logger.warning("Keen.io related config settings could not be created," |
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" keen.project_id and/or keen.master_key" |
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" are not defined.") |
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return keen_config |
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# set keen project ID |
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if keen.project_id is None: |
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keen_project_id = os.environ["KEEN_PROJECT_ID"] |
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else: |
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keen_project_id = keen.project_id |
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keen_config['projectId'] = str(keen_project_id) |
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# generate read key |
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read_key = generate_read_key(repo) |
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if read_key is not None: |
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# convert bytes to string |
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if isinstance(read_key, bytes): |
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read_key = read_key.decode('utf-8') |
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keen_config['readKey'] = str(read_key) |
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# return keen config settings |
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return keen_config |
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View Code Duplication |
def get_avg_buildtime(repo=None, interval=None): |
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""" |
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Query Keen.io database and retrieve average build time. |
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Parameters : |
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- repo : repo name (fe. buildtimetrend/service) |
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- interval : timeframe, possible values : 'week', 'month', 'year', |
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anything else defaults to 'week' |
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""" |
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if repo is None or not is_readable(): |
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return -1 |
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interval_data = check_time_interval(interval) |
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326
|
|
|
|
|
327
|
|
|
try: |
|
328
|
|
|
return keen.average( |
|
329
|
|
|
"build_jobs", |
|
330
|
|
|
target_property="job.duration", |
|
331
|
|
|
timeframe=interval_data['timeframe'], |
|
332
|
|
|
max_age=interval_data['max_age'], |
|
333
|
|
|
filters=[get_repo_filter(repo)] |
|
334
|
|
|
) |
|
335
|
|
|
except requests.ConnectionError: |
|
336
|
|
|
logger.error("Connection to Keen.io API failed") |
|
337
|
|
|
return -1 |
|
338
|
|
|
except keen.exceptions.KeenApiError as msg: |
|
339
|
|
|
logger.error("Error in keenio.get_avg_buildtime() : " + str(msg)) |
|
340
|
|
|
return -1 |
|
341
|
|
|
|
|
342
|
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|
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343
|
|
View Code Duplication |
def get_total_build_jobs(repo=None, interval=None): |
|
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|
|
|
344
|
|
|
""" |
|
345
|
|
|
Query Keen.io database and retrieve total number of build jobs. |
|
346
|
|
|
|
|
347
|
|
|
Parameters : |
|
348
|
|
|
- repo : repo name (fe. buildtimetrend/service) |
|
349
|
|
|
- interval : timeframe, possible values : 'week', 'month', 'year', |
|
350
|
|
|
anything else defaults to 'week' |
|
351
|
|
|
""" |
|
352
|
|
|
if repo is None or not is_readable(): |
|
353
|
|
|
return -1 |
|
354
|
|
|
|
|
355
|
|
|
interval_data = check_time_interval(interval) |
|
356
|
|
|
|
|
357
|
|
|
try: |
|
358
|
|
|
return keen.count_unique( |
|
359
|
|
|
"build_jobs", |
|
360
|
|
|
target_property="job.job", |
|
361
|
|
|
timeframe=interval_data['timeframe'], |
|
362
|
|
|
max_age=interval_data['max_age'], |
|
363
|
|
|
filters=[get_repo_filter(repo)] |
|
364
|
|
|
) |
|
365
|
|
|
except requests.ConnectionError: |
|
366
|
|
|
logger.error("Connection to Keen.io API failed") |
|
367
|
|
|
return -1 |
|
368
|
|
|
except keen.exceptions.KeenApiError as msg: |
|
369
|
|
|
logger.error("Error in keenio.get_total_build_jobs() : " + str(msg)) |
|
370
|
|
|
return -1 |
|
371
|
|
|
|
|
372
|
|
|
|
|
373
|
|
View Code Duplication |
def get_passed_build_jobs(repo=None, interval=None): |
|
|
|
|
|
|
374
|
|
|
""" |
|
375
|
|
|
Query Keen.io database and retrieve total number of build jobs that passed. |
|
376
|
|
|
|
|
377
|
|
|
Parameters : |
|
378
|
|
|
- repo : repo name (fe. buildtimetrend/service) |
|
379
|
|
|
- interval : timeframe, possible values : 'week', 'month', 'year', |
|
380
|
|
|
anything else defaults to 'week' |
|
381
|
|
|
""" |
|
382
|
|
|
if repo is None or not is_readable(): |
|
383
|
|
|
return -1 |
|
384
|
|
|
|
|
385
|
|
|
interval_data = check_time_interval(interval) |
|
386
|
|
|
|
|
387
|
|
|
try: |
|
388
|
|
|
return keen.count_unique( |
|
389
|
|
|
"build_jobs", |
|
390
|
|
|
target_property="job.job", |
|
391
|
|
|
timeframe=interval_data['timeframe'], |
|
392
|
|
|
max_age=interval_data['max_age'], |
|
393
|
|
|
filters=[ |
|
394
|
|
|
get_repo_filter(repo), |
|
395
|
|
|
{ |
|
396
|
|
|
"property_name": "job.result", |
|
397
|
|
|
"operator": "eq", |
|
398
|
|
|
"property_value": "passed" |
|
399
|
|
|
} |
|
400
|
|
|
] |
|
401
|
|
|
) |
|
402
|
|
|
except requests.ConnectionError: |
|
403
|
|
|
logger.error("Connection to Keen.io API failed") |
|
404
|
|
|
return -1 |
|
405
|
|
|
except keen.exceptions.KeenApiError as msg: |
|
406
|
|
|
logger.error("Error in keenio.get_passed_build_jobs() : " + str(msg)) |
|
407
|
|
|
return -1 |
|
408
|
|
|
|
|
409
|
|
|
|
|
410
|
|
|
def get_pct_passed_build_jobs(repo=None, interval=None): |
|
411
|
|
|
""" |
|
412
|
|
|
Calculate percentage of passed build jobs. |
|
413
|
|
|
|
|
414
|
|
|
Parameters : |
|
415
|
|
|
- repo : repo name (fe. buildtimetrend/service) |
|
416
|
|
|
- interval : timeframe, possible values : 'week', 'month', 'year', |
|
417
|
|
|
anything else defaults to 'week' |
|
418
|
|
|
""" |
|
419
|
|
|
total_jobs = get_total_build_jobs(repo, interval) |
|
420
|
|
|
passed_jobs = get_passed_build_jobs(repo, interval) |
|
421
|
|
|
|
|
422
|
|
|
logger.debug("passed/total build jobs : %d/%d", passed_jobs, total_jobs) |
|
423
|
|
|
|
|
424
|
|
|
# calculate percentage if at least one job was executed |
|
425
|
|
|
# passed is a valid number (not -1) |
|
426
|
|
|
if total_jobs > 0 and passed_jobs >= 0: |
|
427
|
|
|
return int(float(passed_jobs) / float(total_jobs) * 100.0) |
|
428
|
|
|
|
|
429
|
|
|
return -1 |
|
430
|
|
|
|
|
431
|
|
|
|
|
432
|
|
|
def get_result_color(value=0, ok_thershold=90, warning_thershold=70): |
|
433
|
|
|
""" |
|
434
|
|
|
Get color code that corresponds to the result. |
|
435
|
|
|
|
|
436
|
|
|
Parameters: |
|
437
|
|
|
- value : value to check |
|
438
|
|
|
- ok_thershold : OK threshold value |
|
439
|
|
|
- warning_thershold : warning thershold value |
|
440
|
|
|
""" |
|
441
|
|
|
if not(isinstance(value, (int, float)) and |
|
442
|
|
|
isinstance(ok_thershold, (int, float)) and |
|
443
|
|
|
isinstance(warning_thershold, (int, float))): |
|
444
|
|
|
return "lightgrey" |
|
445
|
|
|
|
|
446
|
|
|
# check thresholds |
|
447
|
|
|
if value >= ok_thershold: |
|
448
|
|
|
return "green" |
|
449
|
|
|
elif value >= warning_thershold: |
|
450
|
|
|
return "yellow" |
|
451
|
|
|
else: |
|
452
|
|
|
return "red" |
|
453
|
|
|
|
|
454
|
|
|
|
|
455
|
|
View Code Duplication |
def get_total_builds(repo=None, interval=None): |
|
|
|
|
|
|
456
|
|
|
""" |
|
457
|
|
|
Query Keen.io database and retrieve total number of builds. |
|
458
|
|
|
|
|
459
|
|
|
Parameters : |
|
460
|
|
|
- repo : repo name (fe. buildtimetrend/service) |
|
461
|
|
|
- interval : timeframe, possible values : 'week', 'month', 'year', |
|
462
|
|
|
anything else defaults to 'week' |
|
463
|
|
|
""" |
|
464
|
|
|
if repo is None or not is_readable(): |
|
465
|
|
|
return -1 |
|
466
|
|
|
|
|
467
|
|
|
interval_data = check_time_interval(interval) |
|
468
|
|
|
|
|
469
|
|
|
try: |
|
470
|
|
|
return keen.count_unique( |
|
471
|
|
|
"build_jobs", |
|
472
|
|
|
target_property="job.build", |
|
473
|
|
|
timeframe=interval_data['timeframe'], |
|
474
|
|
|
max_age=interval_data['max_age'], |
|
475
|
|
|
filters=[get_repo_filter(repo)] |
|
476
|
|
|
) |
|
477
|
|
|
except requests.ConnectionError: |
|
478
|
|
|
logger.error("Connection to Keen.io API failed") |
|
479
|
|
|
return -1 |
|
480
|
|
|
except keen.exceptions.KeenApiError as msg: |
|
481
|
|
|
logger.error("Error in keenio.get_total_builds() : " + str(msg)) |
|
482
|
|
|
return -1 |
|
483
|
|
|
|
|
484
|
|
|
|
|
485
|
|
|
def get_latest_buildtime(repo=None): |
|
486
|
|
|
""" |
|
487
|
|
|
Query Keen.io database and retrieve buildtime duration of last build. |
|
488
|
|
|
|
|
489
|
|
|
Parameters : |
|
490
|
|
|
- repo : repo name (fe. buildtimetrend/python-lib) |
|
491
|
|
|
""" |
|
492
|
|
|
if repo is None or not is_readable(): |
|
493
|
|
|
return -1 |
|
494
|
|
|
|
|
495
|
|
|
try: |
|
496
|
|
|
result = keen.extraction( |
|
497
|
|
|
"build_jobs", |
|
498
|
|
|
property_names="job.duration", |
|
499
|
|
|
latest=1, |
|
500
|
|
|
filters=[get_repo_filter(repo)] |
|
501
|
|
|
) |
|
502
|
|
|
except requests.ConnectionError: |
|
503
|
|
|
logger.error("Connection to Keen.io API failed") |
|
504
|
|
|
return -1 |
|
505
|
|
|
except keen.exceptions.KeenApiError as msg: |
|
506
|
|
|
logger.error("Error in keenio.get_latest_buildtime() : " + str(msg)) |
|
507
|
|
|
return -1 |
|
508
|
|
|
|
|
509
|
|
|
if is_list(result) and len(result) > 0 and \ |
|
510
|
|
|
check_dict(result[0], None, ['job']) and \ |
|
511
|
|
|
check_dict(result[0]['job'], None, ['duration']): |
|
512
|
|
|
return result[0]['job']['duration'] |
|
513
|
|
|
|
|
514
|
|
|
return -1 |
|
515
|
|
|
|
|
516
|
|
|
|
|
517
|
|
|
def get_days_since_fail(repo=None): |
|
518
|
|
|
""" |
|
519
|
|
|
Query Keen.io database and retrieve time since last failed buildjob. |
|
520
|
|
|
|
|
521
|
|
|
Parameters : |
|
522
|
|
|
- repo : repo name (fe. buildtimetrend/python-lib) |
|
523
|
|
|
""" |
|
524
|
|
|
if repo is None or not is_readable(): |
|
525
|
|
|
return -1 |
|
526
|
|
|
|
|
527
|
|
|
try: |
|
528
|
|
|
failed_timestamp = keen.maximum( |
|
529
|
|
|
"build_jobs", |
|
530
|
|
|
target_property="job.finished_at.timestamp_seconds", |
|
531
|
|
|
filters=[ |
|
532
|
|
|
get_repo_filter(repo), |
|
533
|
|
|
{ |
|
534
|
|
|
"operator": "ne", |
|
535
|
|
|
"property_name": "job.result", |
|
536
|
|
|
"property_value": "passed" |
|
537
|
|
|
} |
|
538
|
|
|
] |
|
539
|
|
|
) |
|
540
|
|
|
except requests.ConnectionError: |
|
541
|
|
|
logger.error("Connection to Keen.io API failed") |
|
542
|
|
|
return -1 |
|
543
|
|
|
except keen.exceptions.KeenApiError as msg: |
|
544
|
|
|
logger.error("Error in keenio.get_days_since_fail() : " + str(msg)) |
|
545
|
|
|
return -1 |
|
546
|
|
|
|
|
547
|
|
|
if isinstance(failed_timestamp, (int, float)) and failed_timestamp > 0: |
|
548
|
|
|
dt_failed = datetime.fromtimestamp(failed_timestamp) |
|
549
|
|
|
dt_now = datetime.now() |
|
550
|
|
|
return math.floor((dt_now - dt_failed).total_seconds() / (3600 * 24)) |
|
551
|
|
|
|
|
552
|
|
|
return -1 |
|
553
|
|
|
|
|
554
|
|
|
|
|
555
|
|
|
def has_build_id(repo=None, build_id=None): |
|
556
|
|
|
""" |
|
557
|
|
|
Check if build_id exists in Keen.io database. |
|
558
|
|
|
|
|
559
|
|
|
Parameters : |
|
560
|
|
|
- repo : repo name (fe. buildtimetrend/python-lib) |
|
561
|
|
|
- build_id : ID of the build |
|
562
|
|
|
""" |
|
563
|
|
|
if repo is None or build_id is None: |
|
564
|
|
|
logger.error("Repo or build_id is not set") |
|
565
|
|
|
raise ValueError("Repo or build_id is not set") |
|
566
|
|
|
if not is_readable(): |
|
567
|
|
|
raise SystemError("Keen.io Project ID or API Read Key is not set") |
|
568
|
|
|
|
|
569
|
|
|
try: |
|
570
|
|
|
count = keen.count( |
|
571
|
|
|
"build_jobs", |
|
572
|
|
|
filters=[get_repo_filter(repo), { |
|
573
|
|
|
"property_name": "job.build", |
|
574
|
|
|
"operator": "eq", |
|
575
|
|
|
"property_value": str(build_id)}] |
|
576
|
|
|
) |
|
577
|
|
|
except requests.ConnectionError: |
|
578
|
|
|
logger.error("Connection to Keen.io API failed") |
|
579
|
|
|
raise SystemError("Connection to Keen.io API failed") |
|
580
|
|
|
except keen.exceptions.KeenApiError as msg: |
|
581
|
|
|
logger.error("Error in keenio.has_build_id : " + str(msg)) |
|
582
|
|
|
raise SystemError(msg) |
|
583
|
|
|
|
|
584
|
|
|
return count > 0 |
|
585
|
|
|
|
|
586
|
|
|
|
|
587
|
|
|
def get_all_projects(): |
|
588
|
|
|
"""Query Keen.io database and retrieve a list of all projects.""" |
|
589
|
|
|
if not is_readable(): |
|
590
|
|
|
return [] |
|
591
|
|
|
|
|
592
|
|
|
try: |
|
593
|
|
|
result = keen.select_unique( |
|
594
|
|
|
"build_jobs", |
|
595
|
|
|
"buildtime_trend.project_name", |
|
596
|
|
|
max_age=3600 * 24 # cache for 24 hours |
|
597
|
|
|
) |
|
598
|
|
|
except requests.ConnectionError: |
|
599
|
|
|
logger.error("Connection to Keen.io API failed") |
|
600
|
|
|
return [] |
|
601
|
|
|
except keen.exceptions.KeenApiError as msg: |
|
602
|
|
|
logger.error("Error in keenio.get_all_projects() : " + str(msg)) |
|
603
|
|
|
return [] |
|
604
|
|
|
|
|
605
|
|
|
if is_list(result): |
|
606
|
|
|
return result |
|
607
|
|
|
|
|
608
|
|
|
return [] |
|
609
|
|
|
|
|
610
|
|
|
|
|
611
|
|
|
def get_repo_filter(repo=None): |
|
612
|
|
|
""" |
|
613
|
|
|
Return filter for analysis request. |
|
614
|
|
|
|
|
615
|
|
|
Parameters |
|
616
|
|
|
- repo : repo slug name, fe. buildtimetrend/python-lib |
|
617
|
|
|
""" |
|
618
|
|
|
if repo is None: |
|
619
|
|
|
return None |
|
620
|
|
|
|
|
621
|
|
|
return { |
|
622
|
|
|
"property_name": "{}.project_name".format(KEEN_PROJECT_INFO_NAME), |
|
623
|
|
|
"operator": "eq", |
|
624
|
|
|
"property_value": str(repo) |
|
625
|
|
|
} |
|
626
|
|
|
|
|
627
|
|
|
|
|
628
|
|
|
def check_time_interval(interval=None): |
|
629
|
|
|
""" |
|
630
|
|
|
Check time interval and returns corresponding parameters. |
|
631
|
|
|
|
|
632
|
|
|
Parameters : |
|
633
|
|
|
- interval : timeframe, possible values : 'week', 'month', 'year', |
|
634
|
|
|
anything else defaults to 'week' |
|
635
|
|
|
""" |
|
636
|
|
|
if is_string(interval): |
|
637
|
|
|
# convert to lowercase |
|
638
|
|
|
interval = interval.lower() |
|
639
|
|
|
|
|
640
|
|
|
if interval in TIME_INTERVALS: |
|
641
|
|
|
return TIME_INTERVALS[interval] |
|
642
|
|
|
|
|
643
|
|
|
return TIME_INTERVALS['week'] |
|
644
|
|
|
|