Python Agent Exemples

Exemple #1

Fichier : deployer.py Projet : leopepe/GOApy

class DeploymentAgent:

    PRIORITIES = [
        {'vpc': True, 'db': True, 'app': True},
        {'vpc': 'monitoring', 'db': 'monitoring', 'app': 'monitoring'},
    ]

    def __init__(self):
        # ACTIONS
        self.actions = Actions()
        # update app
        self.actions.add_action(
            name='UpdateApp',
            pre_conditions={'vpc': True, 'db': True, 'app': 'version_out_of_date'},
            effects={'vpc': True, 'db': True, 'app': True}
        )
        # rollback change
        self.actions.add_action(
            name='RollbackApp',
            pre_conditions={'vpc': True, 'db': True, 'app': 'need_rollback'},
            effects={'vpc': True, 'db': True, 'app': True}
        )
        # init_state = {'vpc': False, 'app': False, 'db': False}
        init_goal = {'vpc': True, 'db': True, 'app': True}
        self.ai = Agent(name='CloudBuilder', actions=self.actions, goal=init_goal)

    def run_agent(self):
        self.ai.run()

Exemple #2

Fichier : performance_tracker.py Projet : szm429006/GOApy

class PerformanceTracker:

    PRIORITIES = (
        1, {'vpc': True, 'db': True, 'app': True},
        2, {'vpc': 'monitoring', 'db': 'monitoring', 'app': 'monitoring'},
    )

    def __init__(self):
        # ACTIONS
        actions = Actions()
        # increase app capacity
        actions.add_action(
            name='IncreaseAppCapacity',
            pre_conditions={'vpc': True, 'db': True, 'app': 'out_of_capacity'},
            effects={'vpc': True, 'db': True, 'app': True}
        )
        # increase db capacity
        actions.add_action(
            name='IncreaseAppCapacity',
            pre_conditions={'vpc': True, 'db': 'out_of_capacity', 'app': True},
            effects={'vpc': True, 'db': True, 'app': True}
        )
        # init_state = {'vpc': False, 'app': False, 'db': False}
        init_goal = {'vpc': True, 'db': True, 'app': True}
        self.ai = Agent(name='CloudBuilder', actions=self.actions, goal=init_goal)

    def run_agent(self):
        self.ai.run()

Exemple #3

 def __init__(self):
     # ACTIONS
     self.actions = Actions()
     # update app
     self.actions.add_action(name='UpdateApp',
                             pre_conditions={
                                 'vpc': True,
                                 'db': True,
                                 'app': 'version_out_of_date'
                             },
                             effects={
                                 'vpc': True,
                                 'db': True,
                                 'app': True
                             })
     # rollback change
     self.actions.add_action(name='RollbackApp',
                             pre_conditions={
                                 'vpc': True,
                                 'db': True,
                                 'app': 'need_rollback'
                             },
                             effects={
                                 'vpc': True,
                                 'db': True,
                                 'app': True
                             })
     # init_state = {'vpc': False, 'app': False, 'db': False}
     init_goal = {'vpc': True, 'db': True, 'app': True}
     self.ai = Agent(name='CloudBuilder',
                     actions=self.actions,
                     goal=init_goal)

Exemple #4

class DeploymentAgent:

    PRIORITIES = [
        {
            'vpc': True,
            'db': True,
            'app': True
        },
        {
            'vpc': 'monitoring',
            'db': 'monitoring',
            'app': 'monitoring'
        },
    ]

    def __init__(self):
        # ACTIONS
        self.actions = Actions()
        # update app
        self.actions.add_action(name='UpdateApp',
                                pre_conditions={
                                    'vpc': True,
                                    'db': True,
                                    'app': 'version_out_of_date'
                                },
                                effects={
                                    'vpc': True,
                                    'db': True,
                                    'app': True
                                })
        # rollback change
        self.actions.add_action(name='RollbackApp',
                                pre_conditions={
                                    'vpc': True,
                                    'db': True,
                                    'app': 'need_rollback'
                                },
                                effects={
                                    'vpc': True,
                                    'db': True,
                                    'app': True
                                })
        # init_state = {'vpc': False, 'app': False, 'db': False}
        init_goal = {'vpc': True, 'db': True, 'app': True}
        self.ai = Agent(name='CloudBuilder',
                        actions=self.actions,
                        goal=init_goal)

    def run_agent(self):
        self.ai.run()

Exemple #5

Fichier : performance_tracker.py Projet : szm429006/GOApy

 def __init__(self):
     # ACTIONS
     actions = Actions()
     # increase app capacity
     actions.add_action(
         name='IncreaseAppCapacity',
         pre_conditions={'vpc': True, 'db': True, 'app': 'out_of_capacity'},
         effects={'vpc': True, 'db': True, 'app': True}
     )
     # increase db capacity
     actions.add_action(
         name='IncreaseAppCapacity',
         pre_conditions={'vpc': True, 'db': 'out_of_capacity', 'app': True},
         effects={'vpc': True, 'db': True, 'app': True}
     )
     # init_state = {'vpc': False, 'app': False, 'db': False}
     init_goal = {'vpc': True, 'db': True, 'app': True}
     self.ai = Agent(name='CloudBuilder', actions=self.actions, goal=init_goal)

Exemple #6

Fichier : deployer.py Projet : leopepe/GOApy

 def __init__(self):
     # ACTIONS
     self.actions = Actions()
     # update app
     self.actions.add_action(
         name='UpdateApp',
         pre_conditions={'vpc': True, 'db': True, 'app': 'version_out_of_date'},
         effects={'vpc': True, 'db': True, 'app': True}
     )
     # rollback change
     self.actions.add_action(
         name='RollbackApp',
         pre_conditions={'vpc': True, 'db': True, 'app': 'need_rollback'},
         effects={'vpc': True, 'db': True, 'app': True}
     )
     # init_state = {'vpc': False, 'app': False, 'db': False}
     init_goal = {'vpc': True, 'db': True, 'app': True}
     self.ai = Agent(name='CloudBuilder', actions=self.actions, goal=init_goal)

Exemple #7

Fichier : goap_sample.py Projet : szm429006/GOApy

                       'vpc': True,
                       'db': True,
                       'app': 'started'
                   },
                   effects={
                       'vpc': True,
                       'db': True,
                       'app': 'stopped'
                   })
actions.add_action(name='DestroyApp',
                   pre_conditions={
                       'vpc': True,
                       'db': True,
                       'app': 'not_health'
                   },
                   effects={
                       'vpc': True,
                       'db': True,
                       'app': False
                   })

init_state = {'vpc': False, 'app': False, 'db': False}
init_goal = {'vpc': True, 'db': True, 'app': True}

ai_cloud_builder = Agent(name='CloudBuilder',
                         actions=actions,
                         initial_state=init_state,
                         goal=init_goal)
result = ai_cloud_builder.run()

pprint.pprint(result, indent=2, width=80)

Exemple #8

Fichier : goap_sample.py Projet : leopepe/GOApy

    effects={'vpc': True, 'db': False, 'app': False}
)
# APP set
actions.add_action(
    name='CreateApp',
    pre_conditions={'vpc': True, 'db': True, 'app': False},
    effects={'vpc': True, 'db': True, 'app': True}
)
actions.add_action(
    name='StartApp',
    pre_conditions={'vpc': True, 'db': True, 'app': 'stopped'},
    effects={'vpc': True, 'db': True, 'app': 'started'}
)
actions.add_action(
    name='StopApp',
    pre_conditions={'vpc': True, 'db': True, 'app': 'started'},
    effects={'vpc': True, 'db': True, 'app': 'stopped'}
)
actions.add_action(
    name='DestroyApp',
    pre_conditions={'vpc': True, 'db': True, 'app': 'not_health'},
    effects={'vpc': True, 'db': True, 'app': False}
)

init_state = {'vpc': False, 'app': False, 'db': False}
init_goal = {'vpc': True, 'db': True, 'app': True}

ai_cloud_builder = Agent(name='CloudBuilder', actions=actions, initial_state=init_state, goal=init_goal)
result = ai_cloud_builder.run()

pprint.pprint(result, indent=2, width=80)

Exemple #9

Fichier : cloud_builder.py Projet : szm429006/GOApy

class CloudBuild:

    PRIORITIES = [
        {'vpc': True, 'db': True, 'app': True},
        {'vpc': 'monitoring', 'db': 'monitoring', 'app': 'monitoring'},
    ]

    def __init__(self):
        # ACTIONS
        actions = Actions()
        # VPC/Network set
        actions.add_action(
            name='CreateVPC',
            pre_conditions={'vpc': False, 'db': False, 'app': False},
            effects={'vpc': True, 'db': False, 'app': False}
        )
        actions.add_action(
            name='DestroyVPC',
            pre_conditions={'vpc': True, 'db': False, 'app': False},
            effects={'vpc': False, 'db': False, 'app': False}
        )
        # DB set
        actions.add_action(
            name='CreateDB',
            pre_conditions={'vpc': True, 'db': False, 'app': False},
            effects={'vpc': True, 'db': True, 'app': False}
        )
        actions.add_action(
            name='DestroyDB',
            pre_conditions={'vpc': True, 'db': True, 'app': False},
            effects={'vpc': True, 'db': False, 'app': False}
        )
        # APP set
        actions.add_action(
            name='CreateApp',
            pre_conditions={'vpc': True, 'db': True, 'app': False},
            effects={'vpc': True, 'db': True, 'app': True}
        )
        actions.add_action(
            name='StopApp',
            pre_conditions={'vpc': True, 'db': True, 'app': 'unhealthy'},
            effects={'vpc': True, 'db': True, 'app': 'stopped'}
        )
        actions.add_action(
            name='TerminateStoppedApps',
            pre_conditions={'vpc': True, 'db': True, 'app': 'stopped'},
            effects={'vpc': True, 'db': True, 'app': False}
        )
        # inconsistent app
        actions.add_action(
            name='DestroyInconsistentApp',
            pre_conditions={'vpc': True, 'db': True, 'app': 'inconsistent'},
            effects={'vpc': True, 'db': True, 'app': False}
        )
        # out of capacity
        actions.add_action(
            name='IncreaseAppCapacity',
            pre_conditions={'vpc': True, 'db': True, 'app': 'out_of_capacity'},
            effects={'vpc': True, 'db': True, 'app': True}
        )
        actions.add_action(
            name='TerminateStoppedApps',
            pre_conditions={'vpc': True, 'db': True, 'app': 'stopped'},
            effects={'vpc': True, 'db': True, 'app': False}
        )
        # init_state = {'vpc': False, 'app': False, 'db': False}
        init_goal = {'vpc': True, 'db': True, 'app': True}
        self.ai = Agent(name='CloudBuilder', actions=self.actions, goal=init_goal)

    def run_agent(self):
        self.ai.run()