shipyard/src/bin/shipyard_airflow/shipyard_airflow/control/helpers/action_helper.py

255 lines
8.0 KiB
Python

# Copyright 2017 AT&T Intellectual Property. All other rights reserved.
#
# 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.
""" Common methods for use by action api classes as necessary """
from datetime import datetime
import falcon
import logging
from shipyard_airflow.common.notes.notes import MIN_VERBOSITY
from shipyard_airflow.control.helpers.notes import NOTES as notes_helper
from shipyard_airflow.db.db import AIRFLOW_DB, SHIPYARD_DB
from shipyard_airflow.errors import ApiError
LOG = logging.getLogger(__name__)
DAG_STATE_MAPPING = {
'QUEUED': 'Pending',
'RUNNING': 'Processing',
'SUCCESS': 'Complete',
'SHUTDOWN': 'Failed',
'FAILED': 'Failed',
'UP_FOR_RETRY': 'Processing',
'UPSTREAM_FAILED': 'Failed',
'SKIPPED': 'Failed',
'REMOVED': 'Failed',
'SCHEDULED': 'Pending',
'NONE': 'Pending',
'PAUSED': 'Paused'
}
def determine_lifecycle(dag_status=None):
""" Convert a dag_status to an action_lifecycle value """
if dag_status is None:
dag_status = 'NONE'
lifecycle = DAG_STATE_MAPPING.get(dag_status.upper())
if lifecycle is None:
lifecycle = 'Unknown ({})'.format(dag_status)
return lifecycle
def format_action_steps(action_id, steps, verbosity=MIN_VERBOSITY):
""" Converts a list of action step db records to desired format
:param action_id: the action containing steps
:param steps: the list of dictionaries of step info, in database format
:param verbosity: the verbosity level of notes to retrieve, defaults to 1.
if set to a value less than 1, notes will not be retrieved.
"""
if not steps:
return []
steps_response = []
step_notes_dict = notes_helper.get_all_step_notes_for_action(
action_id=action_id,
verbosity=verbosity
)
for idx, step in enumerate(steps):
step_task_id = step.get('task_id')
steps_response.append(
format_step(
action_id=action_id,
step=step,
index=idx + 1,
notes=[
note.view()
for note in step_notes_dict.get(step_task_id, [])
]))
return steps_response
def format_step(action_id, step, index, notes):
""" reformat a step (dictionary) into a common response format """
return {
'url': '/actions/{}/steps/{}'.format(action_id, step.get('task_id')),
'state': step.get('state'),
'id': step.get('task_id'),
'index': index,
'notes': notes
}
class ActionsHelper(object):
"""
A helper class for Shipyard actions
"""
def __init__(self, action_id):
"""Initialization of ActionsHelper object.
:param action_id: Shipyard action ID
"""
self.action_id = action_id
self.action = self._get_action_info()
LOG.debug("Initialized ActionHelper for action_id: %s", self.action_id)
def _get_action_info(self):
"""
:returns: Action Information
"""
# Retrieve information related to the action id
action = self._get_action_db(self.action_id)
if not action:
raise ApiError(
title='Action Not Found!',
description='Unknown Action {}'.format(self.action_id),
status=falcon.HTTP_404)
else:
return action
def _get_dag_info(self):
"""
returns: Dag Information
"""
# Retrieve 'dag_id' and 'dag_execution_date'
dag_id = self.action.get('dag_id')
dag_execution_date = self.action.get('dag_execution_date')
if not dag_id:
raise ApiError(
title='Dag ID Not Found!',
description='Unable to retrieve Dag ID',
status=falcon.HTTP_404)
elif not dag_execution_date:
raise ApiError(
title='Execution Date Not Found!',
description='Unable to retrieve Execution Date',
status=falcon.HTTP_404)
else:
return dag_id, dag_execution_date
def _get_all_steps(self):
"""
returns: All steps for the action ID
"""
# Retrieve dag_id and dag_execution_date
dag_id, dag_execution_date = self._get_dag_info()
# Retrieve the action steps
steps = self._get_tasks_db(dag_id, dag_execution_date)
if not steps:
raise ApiError(
title='Steps Not Found!',
description='Unable to retrieve Information on Steps',
status=falcon.HTTP_404)
else:
LOG.debug("%s steps found for action %s",
len(steps), self.action_id)
LOG.debug("The steps for action %s are as follows:",
self.action_id)
LOG.debug(steps)
return steps
def get_step(self, step_id, try_number=None):
"""
:param step_id: Step ID - task_id in db
:param try_number: Number of try - try_number in db
returns: Step
"""
# Retrieve step. Note that we will get a list and it will
# be the content of step[0]
step_list = [x for x in
self._get_all_steps()
if step_id == x['task_id'] and
(try_number is None or try_number == x['try_number'])
]
# try_number is needed to get correct task from correct worker
# the worker host for request URL
# is referenced in correct task's 'hostname' field
if not step_list:
raise ApiError(
title='Step Not Found!',
description='Unable to retrieve Step',
status=falcon.HTTP_404)
else:
step = step_list[0]
LOG.debug("Step Located:")
LOG.debug(step)
return step
@staticmethod
def get_formatted_dag_execution_date(step):
"""
:returns: dag_execution_date
"""
strftime = datetime.strftime
return step['execution_date'].strftime("%Y-%m-%dT%H:%M:%S")
@staticmethod
def parse_action_id(**kwargs):
"""
Retreive action_id from the input parameters
Action_id must be a 26 character ulid.
"""
action_id = kwargs.get('action_id')
if action_id is None or not len(action_id) == 26:
raise ApiError(
title='Invalid Action ID!',
description='An invalid action ID was specified',
status=falcon.HTTP_400)
LOG.debug("Action ID parsed: %s", action_id)
return action_id
@staticmethod
def parse_step_id(**kwargs):
"""
Retreive step_id from the input parameters
"""
step_id = kwargs.get('step_id')
if step_id is None:
raise ApiError(
title='Missing Step ID!',
description='Missing Step ID',
status=falcon.HTTP_400)
LOG.debug("Step ID parsed: %s", step_id)
return step_id
@staticmethod
def _get_action_db(action_id):
"""
Wrapper for call to the shipyard database to get an action
:returns: a dictionary of action details.
"""
return SHIPYARD_DB.get_action_by_id(
action_id=action_id)
@staticmethod
def _get_tasks_db(dag_id, execution_date):
"""
Wrapper for call to the airflow db to get all tasks for a dag run
:returns: a list of task dictionaries
"""
return AIRFLOW_DB.get_tasks_by_id(
dag_id=dag_id, execution_date=execution_date)