823 lines
26 KiB
Python
823 lines
26 KiB
Python
# Copyright 2016 - Nokia Networks.
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# Copyright 2016 - Brocade Communications Systems, Inc.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import abc
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import copy
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from oslo_log import log as logging
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from osprofiler import profiler
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import six
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from mistral.db.v2 import api as db_api
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from mistral.engine import actions
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from mistral.engine import dispatcher
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from mistral.engine import policies
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from mistral import exceptions as exc
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from mistral import expressions as expr
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from mistral import utils
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from mistral.utils import wf_trace
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from mistral.workflow import base as wf_base
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from mistral.workflow import data_flow
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from mistral.workflow import states
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LOG = logging.getLogger(__name__)
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@six.add_metaclass(abc.ABCMeta)
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class Task(object):
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"""Task.
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Represents a workflow task and defines interface that can be used by
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Mistral engine or its components in order to manipulate with tasks.
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"""
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def __init__(self, wf_ex, wf_spec, task_spec, ctx, task_ex=None,
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unique_key=None, waiting=False, triggered_by=None):
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self.wf_ex = wf_ex
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self.task_spec = task_spec
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self.ctx = ctx
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self.task_ex = task_ex
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self.wf_spec = wf_spec
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self.unique_key = unique_key
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self.waiting = waiting
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self.triggered_by = triggered_by
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self.reset_flag = False
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self.created = False
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self.state_changed = False
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def is_completed(self):
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return self.task_ex and states.is_completed(self.task_ex.state)
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def is_waiting(self):
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return self.waiting
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def is_created(self):
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return self.created
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def is_state_changed(self):
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return self.state_changed
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@abc.abstractmethod
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def on_action_complete(self, action_ex):
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"""Handle action completion.
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:param action_ex: Action execution.
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"""
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raise NotImplementedError
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@abc.abstractmethod
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def on_action_update(self, action_ex):
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"""Handle action update.
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:param action_ex: Action execution.
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"""
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raise NotImplementedError
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@abc.abstractmethod
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def run(self):
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"""Runs task."""
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raise NotImplementedError
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@profiler.trace('task-defer')
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def defer(self):
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"""Defers task.
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This method puts task to a waiting state.
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"""
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with db_api.named_lock(self.unique_key):
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if not self.task_ex:
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t_execs = db_api.get_task_executions(
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workflow_execution_id=self.wf_ex.id,
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unique_key=self.unique_key
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)
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self.task_ex = t_execs[0] if t_execs else None
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msg = 'Task is waiting.'
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if not self.task_ex:
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self._create_task_execution(
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state=states.WAITING,
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state_info=msg
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)
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elif self.task_ex.state != states.WAITING:
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self.set_state(states.WAITING, msg)
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def reset(self):
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self.reset_flag = True
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@profiler.trace('task-set-state')
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def set_state(self, state, state_info, processed=None):
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"""Sets task state without executing post completion logic.
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:param state: New task state.
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:param state_info: New state information (i.e. error message).
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:param processed: New "processed" flag value.
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:return: True if the state was changed as a result of this call,
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False otherwise.
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"""
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assert self.task_ex
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cur_state = self.task_ex.state
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if cur_state != state or self.task_ex.state_info != state_info:
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task_ex = db_api.update_task_execution_state(
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id=self.task_ex.id,
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cur_state=cur_state,
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state=state
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)
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if task_ex is None:
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# Do nothing because the update query did not change the DB.
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return False
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self.task_ex = task_ex
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self.task_ex.state_info = state_info
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self.state_changed = True
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if processed is not None:
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self.task_ex.processed = processed
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wf_trace.info(
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self.task_ex.workflow_execution,
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"Task '%s' (%s) [%s -> %s, msg=%s]" %
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(self.task_ex.name,
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self.task_ex.id,
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cur_state,
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state,
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state_info)
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)
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return True
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@profiler.trace('task-complete')
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def complete(self, state, state_info=None):
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"""Complete task and set specified state.
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Method sets specified task state and runs all necessary post
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completion logic such as publishing workflow variables and
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scheduling new workflow commands.
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:param state: New task state.
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:param state_info: New state information (i.e. error message).
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"""
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assert self.task_ex
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# Ignore if task already completed.
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if self.is_completed():
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return
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# If we were unable to change the task state it means that it was
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# already changed by a concurrent process. In this case we need to
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# skip all regular completion logic like scheduling new tasks,
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# running engine commands and publishing.
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if not self.set_state(state, state_info):
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return
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data_flow.publish_variables(self.task_ex, self.task_spec)
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if not self.task_spec.get_keep_result():
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# Destroy task result.
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for ex in self.task_ex.action_executions:
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if hasattr(ex, 'output'):
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ex.output = {}
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self._after_task_complete()
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# Ignore DELAYED state.
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if self.task_ex.state == states.RUNNING_DELAYED:
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return
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# If workflow is paused we shouldn't schedule new commands
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# and mark task as processed.
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if states.is_paused(self.wf_ex.state):
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return
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wf_ctrl = wf_base.get_controller(self.wf_ex, self.wf_spec)
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# Calculate commands to process next.
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cmds = wf_ctrl.continue_workflow(task_ex=self.task_ex)
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# Mark task as processed after all decisions have been made
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# upon its completion.
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self.task_ex.processed = True
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dispatcher.dispatch_workflow_commands(self.wf_ex, cmds)
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@profiler.trace('task-update')
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def update(self, state, state_info=None):
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"""Update task and set specified state.
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Method sets specified task state.
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:param state: New task state.
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:param state_info: New state information (i.e. error message).
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"""
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assert self.task_ex
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# Ignore if task already completed.
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if states.is_completed(self.task_ex.state):
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return
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# Update only if state transition is valid.
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if not states.is_valid_transition(self.task_ex.state, state):
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return
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# We can't set the task state to RUNNING if some other
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# child executions are paused.
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child_states = [a_ex.state for a_ex in self.task_ex.executions]
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if state == states.RUNNING and states.PAUSED in child_states:
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return
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self.set_state(state, state_info)
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def _before_task_start(self):
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policies_spec = self.task_spec.get_policies()
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for p in policies.build_policies(policies_spec, self.wf_spec):
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p.before_task_start(self.task_ex, self.task_spec)
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def _after_task_complete(self):
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policies_spec = self.task_spec.get_policies()
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for p in policies.build_policies(policies_spec, self.wf_spec):
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p.after_task_complete(self.task_ex, self.task_spec)
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@profiler.trace('task-create-task-execution')
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def _create_task_execution(self, state=states.RUNNING, state_info=None):
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task_id = utils.generate_unicode_uuid()
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task_name = self.task_spec.get_name()
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task_type = self.task_spec.get_type()
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values = {
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'id': task_id,
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'name': task_name,
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'workflow_execution_id': self.wf_ex.id,
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'workflow_name': self.wf_ex.workflow_name,
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'workflow_namespace': self.wf_ex.workflow_namespace,
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'workflow_id': self.wf_ex.workflow_id,
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'state': state,
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'state_info': state_info,
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'spec': self.task_spec.to_dict(),
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'unique_key': self.unique_key,
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'in_context': self.ctx,
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'published': {},
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'runtime_context': {},
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'project_id': self.wf_ex.project_id,
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'type': task_type
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}
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if self.triggered_by:
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values['runtime_context']['triggered_by'] = self.triggered_by
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self.task_ex = db_api.create_task_execution(values)
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self.created = True
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def _get_action_defaults(self):
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action_name = self.task_spec.get_action_name()
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if not action_name:
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return {}
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env = self.wf_ex.params['env']
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return env.get('__actions', {}).get(action_name, {})
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class RegularTask(Task):
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"""Regular task.
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Takes care of processing regular tasks with one action.
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"""
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@profiler.trace('regular-task-on-action-complete', hide_args=True)
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def on_action_complete(self, action_ex):
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state = action_ex.state
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# TODO(rakhmerov): Here we can define more informative messages
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# cases when action is successful and when it's not. For example,
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# in state_info we can specify the cause action.
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state_info = (None if state == states.SUCCESS
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else action_ex.output.get('result'))
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self.complete(state, state_info)
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@profiler.trace('regular-task-on-action-update', hide_args=True)
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def on_action_update(self, action_ex):
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self.update(action_ex.state)
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@profiler.trace('task-run')
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def run(self):
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if not self.task_ex:
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self._run_new()
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else:
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self._run_existing()
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@profiler.trace('task-run-new')
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def _run_new(self):
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if self.waiting:
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self.defer()
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return
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self._create_task_execution()
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LOG.debug(
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'Starting task [workflow=%s, task=%s, init_state=%s]',
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self.wf_ex.name,
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self.task_spec.get_name(),
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self.task_ex.state
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)
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self._before_task_start()
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# Policies could possibly change task state.
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if self.task_ex.state != states.RUNNING:
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return
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self._schedule_actions()
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@profiler.trace('task-run-existing')
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def _run_existing(self):
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if self.waiting:
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return
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# Explicitly change task state to RUNNING.
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# Throw exception if the existing task already succeeded.
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if self.task_ex.state == states.SUCCESS:
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raise exc.MistralError(
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'Rerunning succeeded tasks is not supported.'
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)
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self.set_state(states.RUNNING, None, processed=False)
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self._update_inbound_context()
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self._update_triggered_by()
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self._reset_actions()
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self._schedule_actions()
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def _update_inbound_context(self):
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assert self.task_ex
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wf_ctrl = wf_base.get_controller(self.wf_ex, self.wf_spec)
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self.ctx = wf_ctrl.get_task_inbound_context(self.task_spec)
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utils.update_dict(self.task_ex.in_context, self.ctx)
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def _update_triggered_by(self):
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assert self.task_ex
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if not self.triggered_by:
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return
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self.task_ex.runtime_context['triggered_by'] = self.triggered_by
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def _reset_actions(self):
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"""Resets task state.
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Depending on task type this method may reset task state. For example,
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delete all task actions etc.
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"""
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# Reset state of processed task and related action executions.
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if self.reset_flag:
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execs = self.task_ex.executions
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else:
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execs = [e for e in self.task_ex.executions if
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(e.accepted and
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e.state in [states.ERROR, states.CANCELLED])]
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for ex in execs:
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ex.accepted = False
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def _schedule_actions(self):
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# Regular task schedules just one action.
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input_dict = self._get_action_input()
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target = self._get_target(input_dict)
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action = self._build_action()
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action.validate_input(input_dict)
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action.schedule(
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input_dict,
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target,
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safe_rerun=self.task_spec.get_safe_rerun(),
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timeout=self._get_timeout()
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)
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@profiler.trace('regular-task-get-target', hide_args=True)
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def _get_target(self, input_dict):
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ctx_view = data_flow.ContextView(
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input_dict,
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self.ctx,
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data_flow.get_workflow_environment_dict(self.wf_ex),
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self.wf_ex.context,
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self.wf_ex.input
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)
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return expr.evaluate_recursively(
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self.task_spec.get_target(),
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ctx_view
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)
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@profiler.trace('regular-task-get-action-input', hide_args=True)
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def _get_action_input(self, ctx=None):
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input_dict = self._evaluate_expression(self.task_spec.get_input(), ctx)
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if not isinstance(input_dict, dict):
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raise exc.InputException(
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"Wrong dynamic input for task: %s. Dict type is expected. "
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"Actual type: %s. Actual value: %s" %
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(self.task_spec.get_name(), type(input_dict), str(input_dict))
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)
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return utils.merge_dicts(
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input_dict,
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self._get_action_defaults(),
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overwrite=False
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)
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def _evaluate_expression(self, expression, ctx=None):
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ctx_view = data_flow.ContextView(
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data_flow.get_current_task_dict(self.task_ex),
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data_flow.get_workflow_environment_dict(self.wf_ex),
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ctx or self.ctx,
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self.wf_ex.context,
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self.wf_ex.input
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)
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return expr.evaluate_recursively(
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expression,
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ctx_view
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)
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def _build_action(self):
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action_name = self.task_spec.get_action_name()
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wf_name = self.task_spec.get_workflow_name()
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# For dynamic workflow evaluation we regenerate the action.
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if wf_name:
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return actions.WorkflowAction(
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wf_name=self._evaluate_expression(wf_name),
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task_ex=self.task_ex
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)
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# For dynamic action evaluation we just regenerate the name.
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if action_name:
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action_name = self._evaluate_expression(action_name)
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if not action_name:
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action_name = 'std.noop'
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action_def = actions.resolve_action_definition(
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action_name,
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self.wf_ex.name,
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self.wf_spec.get_name()
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)
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if action_def.spec:
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return actions.AdHocAction(action_def, task_ex=self.task_ex,
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task_ctx=self.ctx,
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wf_ctx=self.wf_ex.context)
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return actions.PythonAction(action_def, task_ex=self.task_ex)
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def _get_timeout(self):
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timeout = self.task_spec.get_policies().get_timeout()
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if not isinstance(timeout, (int, float)):
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wf_ex = self.task_ex.workflow_execution
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ctx_view = data_flow.ContextView(
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self.task_ex.in_context,
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wf_ex.context,
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wf_ex.input
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)
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timeout = expr.evaluate_recursively(data=timeout, context=ctx_view)
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return timeout if timeout > 0 else None
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|
|
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class WithItemsTask(RegularTask):
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"""With-items task.
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Takes care of processing "with-items" tasks.
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"""
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|
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_CONCURRENCY = 'concurrency'
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_CAPACITY = 'capacity'
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_COUNT = 'count'
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_WITH_ITEMS = 'with_items'
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_DEFAULT_WITH_ITEMS = {
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_COUNT: 0,
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_CONCURRENCY: 0,
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_CAPACITY: 0
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}
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@profiler.trace('with-items-task-on-action-complete', hide_args=True)
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def on_action_complete(self, action_ex):
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assert self.task_ex
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|
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with db_api.named_lock('with-items-%s' % self.task_ex.id):
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# NOTE: We need to refresh task execution object right
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# after the lock is acquired to make sure that we're
|
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# working with a fresh state of its runtime context.
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# Otherwise, SQLAlchemy session can contain a stale
|
|
# cached version of it so that we don't modify actual
|
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# values (i.e. capacity).
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db_api.refresh(self.task_ex)
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|
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if self.is_completed():
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return
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|
|
self._increase_capacity()
|
|
|
|
if self.is_with_items_completed():
|
|
state = self._get_final_state()
|
|
|
|
# TODO(rakhmerov): Here we can define more informative messages
|
|
# in cases when action is successful and when it's not.
|
|
# For example, in state_info we can specify the cause action.
|
|
# The use of action_ex.output.get('result') for state_info is
|
|
# not accurate because there could be action executions that
|
|
# had failed or was cancelled prior to this action execution.
|
|
state_info = {
|
|
states.SUCCESS: None,
|
|
states.ERROR: 'One or more actions had failed.',
|
|
states.CANCELLED: 'One or more actions was cancelled.'
|
|
}
|
|
|
|
self.complete(state, state_info[state])
|
|
|
|
return
|
|
|
|
if self._has_more_iterations() and self._get_concurrency():
|
|
self._schedule_actions()
|
|
|
|
def _schedule_actions(self):
|
|
with_items_values = self._get_with_items_values()
|
|
|
|
if self._is_new():
|
|
self._validate_values(with_items_values)
|
|
|
|
action_count = len(six.next(iter(with_items_values.values())))
|
|
|
|
self._prepare_runtime_context(action_count)
|
|
|
|
input_dicts = self._get_input_dicts(with_items_values)
|
|
|
|
if not input_dicts:
|
|
self.complete(states.SUCCESS)
|
|
|
|
return
|
|
|
|
for i, input_dict in input_dicts:
|
|
target = self._get_target(input_dict)
|
|
|
|
action = self._build_action()
|
|
|
|
action.validate_input(input_dict)
|
|
|
|
action.schedule(
|
|
input_dict,
|
|
target,
|
|
index=i,
|
|
safe_rerun=self.task_spec.get_safe_rerun(),
|
|
timeout=self._get_timeout()
|
|
)
|
|
|
|
self._decrease_capacity(1)
|
|
|
|
def _get_with_items_values(self):
|
|
"""Returns all values evaluated from 'with-items' expression.
|
|
|
|
Example:
|
|
DSL:
|
|
with-items:
|
|
- var1 in <% $.arrayI %>
|
|
- var2 in <% $.arrayJ %>
|
|
|
|
where arrayI = [1,2,3] and arrayJ = [a,b,c]
|
|
|
|
The result of the method in this case will be:
|
|
{
|
|
'var1': [1,2,3],
|
|
'var2': [a,b,c]
|
|
}
|
|
|
|
:return: Evaluated 'with-items' expression values.
|
|
"""
|
|
ctx_view = data_flow.ContextView(
|
|
self.ctx,
|
|
self.wf_ex.context,
|
|
self.wf_ex.input
|
|
)
|
|
|
|
return expr.evaluate_recursively(
|
|
self.task_spec.get_with_items(),
|
|
ctx_view
|
|
)
|
|
|
|
def _validate_values(self, with_items_values):
|
|
# Take only mapped values and check them.
|
|
values = list(with_items_values.values())
|
|
|
|
if not all([isinstance(v, list) for v in values]):
|
|
raise exc.InputException(
|
|
"Wrong input format for: %s. List type is"
|
|
" expected for each value." % with_items_values
|
|
)
|
|
|
|
required_len = len(values[0])
|
|
|
|
if not all(len(v) == required_len for v in values):
|
|
raise exc.InputException(
|
|
"Wrong input format for: %s. All arrays must"
|
|
" have the same length." % with_items_values
|
|
)
|
|
|
|
def _get_input_dicts(self, with_items_values):
|
|
"""Calculate input dictionaries for another portion of actions.
|
|
|
|
:return: a list of tuples containing indexes and
|
|
corresponding input dicts.
|
|
"""
|
|
result = []
|
|
|
|
for i in self._get_next_indexes():
|
|
ctx = {}
|
|
|
|
for k, v in with_items_values.items():
|
|
ctx.update({k: v[i]})
|
|
|
|
ctx = utils.merge_dicts(ctx, self.ctx)
|
|
|
|
result.append((i, self._get_action_input(ctx)))
|
|
|
|
return result
|
|
|
|
def _get_with_items_context(self):
|
|
return self.task_ex.runtime_context.get(
|
|
self._WITH_ITEMS,
|
|
self._DEFAULT_WITH_ITEMS
|
|
)
|
|
|
|
def _get_with_items_count(self):
|
|
return self._get_with_items_context()[self._COUNT]
|
|
|
|
def _get_with_items_capacity(self):
|
|
return self._get_with_items_context()[self._CAPACITY]
|
|
|
|
def _get_concurrency(self):
|
|
return self.task_ex.runtime_context.get(self._CONCURRENCY)
|
|
|
|
def is_with_items_completed(self):
|
|
find_cancelled = lambda x: x.accepted and x.state == states.CANCELLED
|
|
|
|
if list(filter(find_cancelled, self.task_ex.executions)):
|
|
return True
|
|
|
|
execs = list([t for t in self.task_ex.executions if t.accepted])
|
|
count = self._get_with_items_count() or 1
|
|
|
|
# We need to make sure that method on_action_complete() has been
|
|
# called for every action. Just looking at number of actions and
|
|
# their 'accepted' flag is not enough because action gets accepted
|
|
# before on_action_complete() is called for it. This call is
|
|
# mandatory in order to do all needed processing from task
|
|
# perspective. So we can simply check if capacity is fully reset
|
|
# to its initial state.
|
|
full_capacity = (
|
|
not self._get_concurrency() or
|
|
self._get_with_items_capacity() == self._get_concurrency()
|
|
)
|
|
|
|
return count == len(execs) and full_capacity
|
|
|
|
def _get_final_state(self):
|
|
find_cancelled = lambda x: x.accepted and x.state == states.CANCELLED
|
|
find_error = lambda x: x.accepted and x.state == states.ERROR
|
|
|
|
if list(filter(find_cancelled, self.task_ex.executions)):
|
|
return states.CANCELLED
|
|
elif list(filter(find_error, self.task_ex.executions)):
|
|
return states.ERROR
|
|
else:
|
|
return states.SUCCESS
|
|
|
|
def _get_accepted_executions(self):
|
|
# Choose only if not accepted but completed.
|
|
return list(
|
|
[x for x in self.task_ex.executions
|
|
if x.accepted and states.is_completed(x.state)]
|
|
)
|
|
|
|
def _get_unaccepted_executions(self):
|
|
# Choose only if not accepted but completed.
|
|
return list(
|
|
filter(
|
|
lambda x: not x.accepted and states.is_completed(x.state),
|
|
self.task_ex.executions
|
|
)
|
|
)
|
|
|
|
def _get_next_start_index(self):
|
|
f = lambda x: (
|
|
x.accepted or
|
|
states.is_running(x.state) or
|
|
states.is_idle(x.state)
|
|
)
|
|
|
|
return len(list(filter(f, self.task_ex.executions)))
|
|
|
|
def _get_next_indexes(self):
|
|
capacity = self._get_with_items_capacity()
|
|
count = self._get_with_items_count()
|
|
|
|
def _get_indexes(exs):
|
|
return sorted(set([ex.runtime_context['index'] for ex in exs]))
|
|
|
|
accepted = _get_indexes(self._get_accepted_executions())
|
|
unaccepted = _get_indexes(self._get_unaccepted_executions())
|
|
|
|
candidates = sorted(list(set(unaccepted) - set(accepted)))
|
|
|
|
if candidates:
|
|
indices = copy.copy(candidates)
|
|
|
|
if max(candidates) < count - 1:
|
|
indices += list(six.moves.range(max(candidates) + 1, count))
|
|
else:
|
|
i = self._get_next_start_index()
|
|
indices = list(six.moves.range(i, count))
|
|
|
|
return indices[:capacity]
|
|
|
|
def _increase_capacity(self):
|
|
ctx = self._get_with_items_context()
|
|
concurrency = self._get_concurrency()
|
|
|
|
if concurrency and ctx[self._CAPACITY] < concurrency:
|
|
ctx[self._CAPACITY] += 1
|
|
|
|
self.task_ex.runtime_context.update({self._WITH_ITEMS: ctx})
|
|
|
|
def _decrease_capacity(self, count):
|
|
ctx = self._get_with_items_context()
|
|
|
|
capacity = ctx[self._CAPACITY]
|
|
|
|
if capacity is not None:
|
|
if capacity >= count:
|
|
ctx[self._CAPACITY] -= count
|
|
else:
|
|
raise RuntimeError(
|
|
"Can't decrease with-items capacity"
|
|
" [capacity=%s, count=%s]" % (capacity, count)
|
|
)
|
|
|
|
self.task_ex.runtime_context.update({self._WITH_ITEMS: ctx})
|
|
|
|
def _is_new(self):
|
|
return not self.task_ex.runtime_context.get(self._WITH_ITEMS)
|
|
|
|
def _prepare_runtime_context(self, action_count):
|
|
runtime_ctx = self.task_ex.runtime_context
|
|
|
|
if not runtime_ctx.get(self._WITH_ITEMS):
|
|
# Prepare current indexes and parallel limitation.
|
|
runtime_ctx[self._WITH_ITEMS] = {
|
|
self._CAPACITY: self._get_concurrency(),
|
|
self._COUNT: action_count
|
|
}
|
|
|
|
def _has_more_iterations(self):
|
|
# See action executions which have been already
|
|
# accepted or are still running.
|
|
action_exs = list(filter(
|
|
lambda x: x.accepted or x.state == states.RUNNING,
|
|
self.task_ex.executions
|
|
))
|
|
|
|
return self._get_with_items_count() > len(action_exs)
|