Source code for aiida.orm.computers

# -*- coding: utf-8 -*-
###########################################################################
# Copyright (c), The AiiDA team. All rights reserved.                     #
# This file is part of the AiiDA code.                                    #
#                                                                         #
# The code is hosted on GitHub at https://github.com/aiidateam/aiida-core #
# For further information on the license, see the LICENSE.txt file        #
# For further information please visit http://www.aiida.net               #
###########################################################################
"""Module for Computer entities"""
import logging
import os
import warnings

from aiida import transports, schedulers
from aiida.common import exceptions
from aiida.common.warnings import AiidaDeprecationWarning
from aiida.manage.manager import get_manager
from aiida.orm.implementation import Backend
from aiida.plugins import SchedulerFactory, TransportFactory

from . import entities
from . import users

__all__ = ('Computer',)


[docs]class Computer(entities.Entity): """ Base class to map a node in the DB + its permanent repository counterpart. Stores attributes starting with an underscore. Caches files and attributes before the first save, and saves everything only on store(). After the call to store(), attributes cannot be changed. Only after storing (or upon loading from uuid) metadata can be modified and in this case they are directly set on the db. In the plugin, also set the _plugin_type_string, to be set in the DB in the 'type' field. """ # pylint: disable=too-many-public-methods _logger = logging.getLogger(__name__) PROPERTY_MINIMUM_SCHEDULER_POLL_INTERVAL = 'minimum_scheduler_poll_interval' # pylint: disable=invalid-name PROPERTY_MINIMUM_SCHEDULER_POLL_INTERVAL__DEFAULT = 10. # pylint: disable=invalid-name PROPERTY_WORKDIR = 'workdir' PROPERTY_SHEBANG = 'shebang'
[docs] class Collection(entities.Collection): """The collection of Computer entries."""
[docs] def get(self, **filters): """Get a single collection entry that matches the filter criteria. :param filters: the filters identifying the object to get :type filters: dict :return: the entry """ if 'name' in filters: warnings.warn('keyword `name` is deprecated, use `label` instead', AiidaDeprecationWarning) # pylint: disable=no-member # This switch needs to be here until we fully remove `name` and replace it with `label` even on the backend # entities and database models. if 'label' in filters: filters['name'] = filters.pop('label') return super().get(**filters)
[docs] def list_names(self): """Return a list with all the names of the computers in the DB. .. deprecated:: 1.4.0 Will be removed in `v2.0.0`, use `list_labels` instead. """ return self._backend.computers.list_names()
[docs] def list_labels(self): """Return a list with all the labels of the computers in the DB.""" return self._backend.computers.list_names()
[docs] def delete(self, id): # pylint: disable=redefined-builtin,invalid-name """Delete the computer with the given id""" return self._backend.computers.delete(id)
[docs] def __init__( # pylint: disable=too-many-arguments self, label: str = None, hostname: str = None, description: str = '', transport_type: str = '', scheduler_type: str = '', workdir: str = None, backend: Backend = None, name: str = None ) -> 'Computer': """Construct a new computer .. deprecated:: 1.4.0 The `name` keyword will be removed in `v2.0.0`, use `label` instead. """ # This needs to be here because `label` needed to get a default, since it was replacing `name` and during the # deprecation period, it needs to be automatically set to whatever `name` is passed. As a knock-on effect, since # a keyword argument cannot preceed a normal argument, `hostname` also needed to become a keyword argument, # forcing us to set a default, which we set to `None`. We raise the same exception that Python would normally # raise if a normally positional argument is not specified. if hostname is None: raise TypeError("missing 1 required positional argument: 'hostname'") if name is not None: warnings.warn('keyword `name` is deprecated, use `label` instead', AiidaDeprecationWarning) # pylint: disable=no-member label = name backend = backend or get_manager().get_backend() model = backend.computers.create( name=label, hostname=hostname, description=description, transport_type=transport_type, scheduler_type=scheduler_type ) super().__init__(model) if workdir is not None: self.set_workdir(workdir)
[docs] def __repr__(self): return '<{}: {}>'.format(self.__class__.__name__, str(self))
[docs] def __str__(self): return '{} ({}), pk: {}'.format(self.label, self.hostname, self.pk)
@property def full_text_info(self): """ Return a (multiline) string with a human-readable detailed information on this computer. .. deprecated:: 1.4.0 Will be removed in `v2.0.0`, use the `label` property instead. :rtype: str """ warnings.warn('this property is deprecated', AiidaDeprecationWarning) # pylint: disable=no-member ret_lines = [] ret_lines.append('Computer name: {}'.format(self.label)) ret_lines.append(' * PK: {}'.format(self.pk)) ret_lines.append(' * UUID: {}'.format(self.uuid)) ret_lines.append(' * Description: {}'.format(self.description)) ret_lines.append(' * Hostname: {}'.format(self.hostname)) ret_lines.append(' * Transport type: {}'.format(self.transport_type)) ret_lines.append(' * Scheduler type: {}'.format(self.scheduler_type)) ret_lines.append(' * Work directory: {}'.format(self.get_workdir())) ret_lines.append(' * Shebang: {}'.format(self.get_shebang())) ret_lines.append(' * mpirun command: {}'.format(' '.join(self.get_mpirun_command()))) def_cpus_machine = self.get_default_mpiprocs_per_machine() if def_cpus_machine is not None: ret_lines.append(' * Default number of cpus per machine: {}'.format(def_cpus_machine)) # pylint: disable=fixme # TODO: Put back following line when we port Node to new backend system # ret_lines.append(" * Used by: {} nodes".format(len(self._dbcomputer.dbnodes.all()))) ret_lines.append(' * prepend text:') if self.get_prepend_text().strip(): for line in self.get_prepend_text().split('\n'): ret_lines.append(' {}'.format(line)) else: ret_lines.append(' # No prepend text.') ret_lines.append(' * append text:') if self.get_append_text().strip(): for line in self.get_append_text().split('\n'): ret_lines.append(' {}'.format(line)) else: ret_lines.append(' # No append text.') return '\n'.join(ret_lines) @property def logger(self): return self._logger
[docs] @classmethod def _name_validator(cls, name): """ Validates the name. """ if not name.strip(): raise exceptions.ValidationError('No name specified')
[docs] @classmethod def _hostname_validator(cls, hostname): """ Validates the hostname. """ if not hostname.strip(): raise exceptions.ValidationError('No hostname specified')
[docs] @classmethod def _description_validator(cls, description): """ Validates the description. """
# The description is always valid
[docs] @classmethod def _transport_type_validator(cls, transport_type): """ Validates the transport string. """ if transport_type not in transports.Transport.get_valid_transports(): raise exceptions.ValidationError('The specified transport is not a valid one')
[docs] @classmethod def _scheduler_type_validator(cls, scheduler_type): """ Validates the transport string. """ if scheduler_type not in schedulers.Scheduler.get_valid_schedulers(): raise exceptions.ValidationError('The specified scheduler is not a valid one')
[docs] @classmethod def _prepend_text_validator(cls, prepend_text): """ Validates the prepend text string. """
# no validation done
[docs] @classmethod def _append_text_validator(cls, append_text): """ Validates the append text string. """
# no validation done
[docs] @classmethod def _workdir_validator(cls, workdir): """ Validates the transport string. """ if not workdir.strip(): raise exceptions.ValidationError('No workdir specified') try: convertedwd = workdir.format(username='test') except KeyError as exc: raise exceptions.ValidationError('In workdir there is an unknown replacement field {}'.format(exc.args[0])) except ValueError as exc: raise exceptions.ValidationError("Error in the string: '{}'".format(exc)) if not os.path.isabs(convertedwd): raise exceptions.ValidationError('The workdir must be an absolute path')
[docs] def _mpirun_command_validator(self, mpirun_cmd): """ Validates the mpirun_command variable. MUST be called after properly checking for a valid scheduler. """ if not isinstance(mpirun_cmd, (tuple, list)) or not all(isinstance(i, str) for i in mpirun_cmd): raise exceptions.ValidationError('the mpirun_command must be a list of strings') try: job_resource_keys = self.get_scheduler().job_resource_class.get_valid_keys() except exceptions.EntryPointError: raise exceptions.ValidationError('Unable to load the scheduler for this computer') subst = {i: 'value' for i in job_resource_keys} subst['tot_num_mpiprocs'] = 'value' try: for arg in mpirun_cmd: arg.format(**subst) except KeyError as exc: raise exceptions.ValidationError('In workdir there is an unknown replacement field {}'.format(exc.args[0])) except ValueError as exc: raise exceptions.ValidationError("Error in the string: '{}'".format(exc))
[docs] def validate(self): """ Check if the attributes and files retrieved from the DB are valid. Raise a ValidationError if something is wrong. Must be able to work even before storing: therefore, use the get_attr and similar methods that automatically read either from the DB or from the internal attribute cache. For the base class, this is always valid. Subclasses will reimplement this. In the subclass, always call the super().validate() method first! """ if not self.get_name().strip(): raise exceptions.ValidationError('No name specified') self._hostname_validator(self.hostname) self._description_validator(self.description) self._transport_type_validator(self.transport_type) self._scheduler_type_validator(self.scheduler_type) self._workdir_validator(self.get_workdir()) try: mpirun_cmd = self.get_mpirun_command() except exceptions.DbContentError: raise exceptions.ValidationError('Error in the DB content of the metadata') # To be called AFTER the validation of the scheduler self._mpirun_command_validator(mpirun_cmd)
[docs] @classmethod def _default_mpiprocs_per_machine_validator(cls, def_cpus_per_machine): """ Validates the default number of CPUs per machine (node) """ if def_cpus_per_machine is None: return if not isinstance(def_cpus_per_machine, int) or def_cpus_per_machine <= 0: raise exceptions.ValidationError( 'Invalid value for default_mpiprocs_per_machine, must be a positive integer, or an empty string if you ' 'do not want to provide a default value.' )
[docs] def copy(self): """ Return a copy of the current object to work with, not stored yet. """ return Computer.from_backend_entity(self._backend_entity.copy())
[docs] def store(self): """ Store the computer in the DB. Differently from Nodes, a computer can be re-stored if its properties are to be changed (e.g. a new mpirun command, etc.) """ self.validate() return super().store()
@property def label(self) -> str: """Return the computer label. :return: the label. """ return self._backend_entity.name @label.setter def label(self, value: str): """Set the computer label. :param value: the label to set. """ self._backend_entity.set_name(value) @property def description(self) -> str: """Return the computer computer. :return: the description. """ return self._backend_entity.description @description.setter def description(self, value: str): """Set the computer description. :param value: the description to set. """ self._backend_entity.set_description(value) @property def hostname(self) -> str: """Return the computer hostname. :return: the hostname. """ return self._backend_entity.hostname @hostname.setter def hostname(self, value: str): """Set the computer hostname. :param value: the hostname to set. """ self._backend_entity.set_hostname(value) @property def scheduler_type(self) -> str: """Return the computer scheduler type. :return: the scheduler type. """ return self._backend_entity.get_scheduler_type() @scheduler_type.setter def scheduler_type(self, value: str): """Set the computer scheduler type. :param value: the scheduler type to set. """ self._backend_entity.set_scheduler_type(value) @property def transport_type(self) -> str: """Return the computer transport type. :return: the transport_type. """ return self._backend_entity.get_transport_type() @transport_type.setter def transport_type(self, value: str): """Set the computer transport type. :param value: the transport_type to set. """ self._backend_entity.set_transport_type(value) @property def metadata(self) -> str: """Return the computer metadata. :return: the metadata. """ return self._backend_entity.get_metadata() @metadata.setter def metadata(self, value: str): """Set the computer metadata. :param value: the metadata to set. """ self._backend_entity.set_metadata(value)
[docs] def delete_property(self, name, raise_exception=True): """ Delete a property from this computer :param name: the name of the property :type name: str :param raise_exception: if True raise if the property does not exist, otherwise return None :type raise_exception: bool """ olddata = self.get_metadata() try: del olddata[name] self.set_metadata(olddata) except KeyError: if raise_exception: raise AttributeError("'{}' property not found".format(name))
[docs] def set_property(self, name, value): """ Set a property on this computer :param name: the property name :param value: the new value """ metadata = self.get_metadata() or {} metadata[name] = value self.set_metadata(metadata)
[docs] def get_property(self, name, *args): """ Get a property of this computer :param name: the property name :type name: str :param args: additional arguments :return: the property value """ if len(args) > 1: raise TypeError('get_property expected at most 2 arguments') olddata = self.get_metadata() try: return olddata[name] except KeyError: if not args: raise AttributeError("'{}' property not found".format(name)) return args[0]
[docs] def get_prepend_text(self): return self.get_property('prepend_text', '')
[docs] def set_prepend_text(self, val): self.set_property('prepend_text', str(val))
[docs] def get_append_text(self): return self.get_property('append_text', '')
[docs] def set_append_text(self, val): self.set_property('append_text', str(val))
[docs] def get_mpirun_command(self): """ Return the mpirun command. Must be a list of strings, that will be then joined with spaces when submitting. I also provide a sensible default that may be ok in many cases. """ return self.get_property('mpirun_command', ['mpirun', '-np', '{tot_num_mpiprocs}'])
[docs] def set_mpirun_command(self, val): """ Set the mpirun command. It must be a list of strings (you can use string.split() if you have a single, space-separated string). """ if not isinstance(val, (tuple, list)) or not all(isinstance(i, str) for i in val): raise TypeError('the mpirun_command must be a list of strings') self.set_property('mpirun_command', val)
[docs] def get_default_mpiprocs_per_machine(self): """ Return the default number of CPUs per machine (node) for this computer, or None if it was not set. """ return self.get_property('default_mpiprocs_per_machine', None)
[docs] def set_default_mpiprocs_per_machine(self, def_cpus_per_machine): """ Set the default number of CPUs per machine (node) for this computer. Accepts None if you do not want to set this value. """ if def_cpus_per_machine is None: self.delete_property('default_mpiprocs_per_machine', raise_exception=False) else: if not isinstance(def_cpus_per_machine, int): raise TypeError('def_cpus_per_machine must be an integer (or None)') self.set_property('default_mpiprocs_per_machine', def_cpus_per_machine)
[docs] def get_minimum_job_poll_interval(self): """ Get the minimum interval between subsequent requests to update the list of jobs currently running on this computer. :return: The minimum interval (in seconds) :rtype: float """ return self.get_property( self.PROPERTY_MINIMUM_SCHEDULER_POLL_INTERVAL, self.PROPERTY_MINIMUM_SCHEDULER_POLL_INTERVAL__DEFAULT )
[docs] def set_minimum_job_poll_interval(self, interval): """ Set the minimum interval between subsequent requests to update the list of jobs currently running on this computer. :param interval: The minimum interval in seconds :type interval: float """ self.set_property(self.PROPERTY_MINIMUM_SCHEDULER_POLL_INTERVAL, interval)
[docs] def get_workdir(self): """ Get the working directory for this computer :return: The currently configured working directory :rtype: str """ return self.get_property(self.PROPERTY_WORKDIR, '/scratch/{username}/aiida_run/')
[docs] def set_workdir(self, val): self.set_property(self.PROPERTY_WORKDIR, val)
[docs] def get_shebang(self): return self.get_property(self.PROPERTY_SHEBANG, '#!/bin/bash')
[docs] def set_shebang(self, val): """ :param str val: A valid shebang line """ if not isinstance(val, str): raise ValueError('{} is invalid. Input has to be a string'.format(val)) if not val.startswith('#!'): raise ValueError('{} is invalid. A shebang line has to start with #!'.format(val)) metadata = self.get_metadata() metadata['shebang'] = val self.set_metadata(metadata)
[docs] def get_authinfo(self, user): """ Return the aiida.orm.authinfo.AuthInfo instance for the given user on this computer, if the computer is configured for the given user. :param user: a User instance. :return: a AuthInfo instance :raise aiida.common.NotExistent: if the computer is not configured for the given user. """ from . import authinfos return authinfos.AuthInfo.objects(self.backend).get(dbcomputer_id=self.id, aiidauser_id=user.id)
[docs] def is_user_configured(self, user): """ Is the user configured on this computer? :param user: the user to check :return: True if configured, False otherwise :rtype: bool """ try: self.get_authinfo(user) return True except exceptions.NotExistent: return False
[docs] def is_user_enabled(self, user): """ Is the given user enabled to run on this computer? :param user: the user to check :return: True if enabled, False otherwise :rtype: bool """ try: authinfo = self.get_authinfo(user) return authinfo.enabled except exceptions.NotExistent: # Return False if the user is not configured (in a sense, it is disabled for that user) return False
[docs] def get_transport(self, user=None): """ Return a Transport class, configured with all correct parameters. The Transport is closed (meaning that if you want to run any operation with it, you have to open it first (i.e., e.g. for a SSH transport, you have to open a connection). To do this you can call ``transports.open()``, or simply run within a ``with`` statement:: transport = Computer.get_transport() with transport: print(transports.whoami()) :param user: if None, try to obtain a transport for the default user. Otherwise, pass a valid User. :return: a (closed) Transport, already configured with the connection parameters to the supercomputer, as configured with ``verdi computer configure`` for the user specified as a parameter ``user``. """ from . import authinfos # pylint: disable=cyclic-import user = user or users.User.objects(self.backend).get_default() authinfo = authinfos.AuthInfo.objects(self.backend).get(dbcomputer=self, aiidauser=user) return authinfo.get_transport()
[docs] def get_transport_class(self): """ Get the transport class for this computer. Can be used to instantiate a transport instance. :return: the transport class """ try: return TransportFactory(self.transport_type) except exceptions.EntryPointError as exception: raise exceptions.ConfigurationError( 'No transport found for {} [type {}], message: {}'.format(self.label, self.transport_type, exception) )
[docs] def get_scheduler(self): """ Get a scheduler instance for this computer :return: the scheduler instance :rtype: :class:`aiida.schedulers.Scheduler` """ try: scheduler_class = SchedulerFactory(self.scheduler_type) # I call the init without any parameter return scheduler_class() except exceptions.EntryPointError as exception: raise exceptions.ConfigurationError( 'No scheduler found for {} [type {}], message: {}'.format(self.label, self.scheduler_type, exception) )
[docs] def configure(self, user=None, **kwargs): """ Configure a computer for a user with valid auth params passed via kwargs :param user: the user to configure the computer for :kwargs: the configuration keywords with corresponding values :return: the authinfo object for the configured user :rtype: :class:`aiida.orm.AuthInfo` """ from . import authinfos transport_cls = self.get_transport_class() user = user or users.User.objects(self.backend).get_default() valid_keys = set(transport_cls.get_valid_auth_params()) if not set(kwargs.keys()).issubset(valid_keys): invalid_keys = [key for key in kwargs if key not in valid_keys] raise ValueError( '{transport}: received invalid authentication parameter(s) "{invalid}"'.format( transport=transport_cls, invalid=invalid_keys ) ) try: authinfo = self.get_authinfo(user) except exceptions.NotExistent: authinfo = authinfos.AuthInfo(self, user) auth_params = authinfo.get_auth_params() if valid_keys: auth_params.update(kwargs) authinfo.set_auth_params(auth_params) authinfo.store() return authinfo
[docs] def get_configuration(self, user=None): """ Get the configuration of computer for the given user as a dictionary :param user: the user to to get the configuration for. Uses default user if `None` :type user: :class:`aiida.orm.User` """ backend = self.backend user = user or users.User.objects(self.backend).get_default() config = {} try: authinfo = backend.authinfos.get(self, user) config = authinfo.get_auth_params() except exceptions.NotExistent: pass return config
@property def name(self): """Return the computer name. .. deprecated:: 1.4.0 Will be removed in `v2.0.0`, use the `label` property instead. """ warnings.warn('this property is deprecated, use the `label` property instead', AiidaDeprecationWarning) # pylint: disable=no-member return self.label
[docs] def get_name(self): """Return the computer name. .. deprecated:: 1.4.0 Will be removed in `v2.0.0`, use the `label` property instead. """ warnings.warn('this property is deprecated, use the `label` property instead', AiidaDeprecationWarning) # pylint: disable=no-member return self.label
[docs] def set_name(self, val): """Set the computer name. .. deprecated:: 1.4.0 Will be removed in `v2.0.0`, use the `label` property instead. """ warnings.warn('this method is deprecated, use the `label` property instead', AiidaDeprecationWarning) # pylint: disable=no-member self.label = val
[docs] def get_hostname(self): """Get this computer hostname .. deprecated:: 1.4.0 Will be removed in `v2.0.0`, use the `hostname` property instead. :rtype: str """ warnings.warn('this method is deprecated, use the `hostname` property instead', AiidaDeprecationWarning) # pylint: disable=no-member return self.hostname
[docs] def set_hostname(self, val): """ Set the hostname of this computer .. deprecated:: 1.4.0 Will be removed in `v2.0.0`, use the `hostname` property instead. :param val: The new hostname :type val: str """ warnings.warn('this method is deprecated, use the `hostname` property instead', AiidaDeprecationWarning) # pylint: disable=no-member self.hostname = val
[docs] def get_description(self): """ Get the description for this computer .. deprecated:: 1.4.0 Will be removed in `v2.0.0`, use the `description` property instead. :return: the description :rtype: str """ warnings.warn('this method is deprecated, use the `description` property instead', AiidaDeprecationWarning) # pylint: disable=no-member return self.description
[docs] def set_description(self, val): """ Set the description for this computer .. deprecated:: 1.4.0 Will be removed in `v2.0.0`, use the `description` property instead. :param val: the new description :type val: str """ warnings.warn('this method is deprecated, use the `description` property instead', AiidaDeprecationWarning) # pylint: disable=no-member self.description = val
[docs] def get_scheduler_type(self): """ Get the scheduler type for this computer .. deprecated:: 1.4.0 Will be removed in `v2.0.0`, use the `scheduler_type` property instead. :return: the scheduler type :rtype: str """ warnings.warn('this method is deprecated, use the `scheduler_type` property instead', AiidaDeprecationWarning) # pylint: disable=no-member return self.scheduler_type
[docs] def set_scheduler_type(self, scheduler_type): """ .. deprecated:: 1.4.0 Will be removed in `v2.0.0`, use the `scheduler_type` property instead. :param scheduler_type: the new scheduler type """ warnings.warn('this method is deprecated, use the `scheduler_type` property instead', AiidaDeprecationWarning) # pylint: disable=no-member self._scheduler_type_validator(scheduler_type) self.scheduler_type = scheduler_type
[docs] def get_transport_type(self): """ Get the current transport type for this computer .. deprecated:: 1.4.0 Will be removed in `v2.0.0`, use the `transport_type` property instead. :return: the transport type :rtype: str """ warnings.warn('this method is deprecated, use the `transport_type` property instead', AiidaDeprecationWarning) # pylint: disable=no-member return self.transport_type
[docs] def set_transport_type(self, transport_type): """ Set the transport type for this computer .. deprecated:: 1.4.0 Will be removed in `v2.0.0`, use the `transport_type` property instead. :param transport_type: the new transport type :type transport_type: str """ warnings.warn('this method is deprecated, use the `transport_type` property instead', AiidaDeprecationWarning) # pylint: disable=no-member self.transport_type = transport_type
[docs] def get_metadata(self): """ .. deprecated:: 1.4.0 Will be removed in `v2.0.0`, use the `metadata` property instead. """ warnings.warn('this method is deprecated, use the `metadata` property instead', AiidaDeprecationWarning) # pylint: disable=no-member return self.metadata
[docs] def set_metadata(self, metadata): """ Set the metadata. .. deprecated:: 1.4.0 Will be removed in `v2.0.0`, use the `metadata` property instead. .. note: You still need to call the .store() method to actually save data to the database! (The store method can be called multiple times, differently from AiiDA Node objects). """ warnings.warn('this method is deprecated, use the `metadata` property instead', AiidaDeprecationWarning) # pylint: disable=no-member self.metadata = metadata
[docs] @staticmethod def get_schema(): """ Every node property contains: - display_name: display name of the property - help text: short help text of the property - is_foreign_key: is the property foreign key to other type of the node - type: type of the property. e.g. str, dict, int :return: get schema of the computer .. deprecated:: 1.0.0 Will be removed in `v2.0.0`. Use :meth:`~aiida.restapi.translator.base.BaseTranslator.get_projectable_properties` instead. """ message = 'method is deprecated, use' \ '`aiida.restapi.translator.base.BaseTranslator.get_projectable_properties` instead' warnings.warn(message, AiidaDeprecationWarning) # pylint: disable=no-member return { 'description': { 'display_name': 'Description', 'help_text': 'short description of the Computer', 'is_foreign_key': False, 'type': 'str' }, 'hostname': { 'display_name': 'Host', 'help_text': 'Name of the host', 'is_foreign_key': False, 'type': 'str' }, 'id': { 'display_name': 'Id', 'help_text': 'Id of the object', 'is_foreign_key': False, 'type': 'int' }, 'name': { 'display_name': 'Name', 'help_text': 'Name of the object', 'is_foreign_key': False, 'type': 'str' }, 'scheduler_type': { 'display_name': 'Scheduler', 'help_text': 'Scheduler type', 'is_foreign_key': False, 'type': 'str', 'valid_choices': { 'direct': { 'doc': 'Support for the direct execution bypassing schedulers.' }, 'pbsbaseclasses.PbsBaseClass': { 'doc': 'Base class with support for the PBSPro scheduler' }, 'pbspro': { 'doc': 'Subclass to support the PBSPro scheduler' }, 'sge': { 'doc': 'Support for the Sun Grid Engine scheduler and its variants/forks (Son of Grid Engine, ' 'Oracle Grid Engine, ...)' }, 'slurm': { 'doc': 'Support for the SLURM scheduler (http://slurm.schedmd.com/).' }, 'torque': { 'doc': 'Subclass to support the Torque scheduler.' } } }, 'transport_type': { 'display_name': 'Transport type', 'help_text': 'Transport Type', 'is_foreign_key': False, 'type': 'str', 'valid_choices': { 'local': { 'doc': 'Support copy and command execution on the same host on which AiiDA is running via direct ' 'file copy and execution commands.' }, 'ssh': { 'doc': 'Support connection, command execution and data transfer to remote computers via SSH+SFTP.' } } }, 'uuid': { 'display_name': 'Unique ID', 'help_text': 'Universally Unique Identifier', 'is_foreign_key': False, 'type': 'unicode' } }