clearml/trains/backend_api/services/v2_5/projects.py

"""
projects service

Provides support for defining Projects containing Tasks, Models and Dataset Versions.
"""
from datetime import datetime

import six
from dateutil.parser import parse as parse_datetime

from ....backend_api.session import NonStrictDataModel, Request, Response, schema_property


class MultiFieldPatternData(NonStrictDataModel):
    """
    :param pattern: Pattern string (regex)
    :type pattern: str
    :param fields: List of field names
    :type fields: Sequence[str]
    """
    _schema = {
        'properties': {
            'fields': {
                'description': 'List of field names',
                'items': {'type': 'string'},
                'type': ['array', 'null'],
            },
            'pattern': {
                'description': 'Pattern string (regex)',
                'type': ['string', 'null'],
            },
        },
        'type': 'object',
    }

    def __init__(
            self, pattern=None, fields=None, **kwargs):
        super(MultiFieldPatternData, self).__init__(**kwargs)
        self.pattern = pattern
        self.fields = fields

    @schema_property('pattern')
    def pattern(self):
        return self._property_pattern

    @pattern.setter
    def pattern(self, value):
        if value is None:
            self._property_pattern = None
            return

        self.assert_isinstance(value, "pattern", six.string_types)
        self._property_pattern = value

    @schema_property('fields')
    def fields(self):
        return self._property_fields

    @fields.setter
    def fields(self, value):
        if value is None:
            self._property_fields = None
            return

        self.assert_isinstance(value, "fields", (list, tuple))

        self.assert_isinstance(value, "fields", six.string_types, is_array=True)
        self._property_fields = value


class Project(NonStrictDataModel):
    """
    :param id: Project id
    :type id: str
    :param name: Project name
    :type name: str
    :param description: Project description
    :type description: str
    :param user: Associated user id
    :type user: str
    :param company: Company id
    :type company: str
    :param created: Creation time
    :type created: datetime.datetime
    :param tags: User-defined tags
    :type tags: Sequence[str]
    :param system_tags: System tags. This field is reserved for system use, please
        don't use it.
    :type system_tags: Sequence[str]
    :param default_output_destination: The default output destination URL for new
        tasks under this project
    :type default_output_destination: str
    :param last_update: Last project update time. Reflects the last time the
        project metadata was changed or a task in this project has changed status
    :type last_update: datetime.datetime
    """
    _schema = {
        'properties': {
            'company': {'description': 'Company id', 'type': ['string', 'null']},
            'created': {
                'description': 'Creation time',
                'format': 'date-time',
                'type': ['string', 'null'],
            },
            'default_output_destination': {
                'description': 'The default output destination URL for new tasks under this project',
                'type': ['string', 'null'],
            },
            'description': {
                'description': 'Project description',
                'type': ['string', 'null'],
            },
            'id': {'description': 'Project id', 'type': ['string', 'null']},
            'last_update': {
                'description': 'Last project update time. Reflects the last time the project metadata was changed or a task in this project has changed status',
                'format': 'date-time',
                'type': ['string', 'null'],
            },
            'name': {'description': 'Project name', 'type': ['string', 'null']},
            'system_tags': {
                'description': "System tags. This field is reserved for system use, please don't use it.",
                'items': {'type': 'string'},
                'type': ['array', 'null'],
            },
            'tags': {
                'description': 'User-defined tags',
                'items': {'type': 'string'},
                'type': ['array', 'null'],
            },
            'user': {
                'description': 'Associated user id',
                'type': ['string', 'null'],
            },
        },
        'type': 'object',
    }

    def __init__(
            self, id=None, name=None, description=None, user=None, company=None, created=None, tags=None, system_tags=None, default_output_destination=None, last_update=None, **kwargs):
        super(Project, self).__init__(**kwargs)
        self.id = id
        self.name = name
        self.description = description
        self.user = user
        self.company = company
        self.created = created
        self.tags = tags
        self.system_tags = system_tags
        self.default_output_destination = default_output_destination
        self.last_update = last_update

    @schema_property('id')
    def id(self):
        return self._property_id

    @id.setter
    def id(self, value):
        if value is None:
            self._property_id = None
            return

        self.assert_isinstance(value, "id", six.string_types)
        self._property_id = value

    @schema_property('name')
    def name(self):
        return self._property_name

    @name.setter
    def name(self, value):
        if value is None:
            self._property_name = None
            return

        self.assert_isinstance(value, "name", six.string_types)
        self._property_name = value

    @schema_property('description')
    def description(self):
        return self._property_description

    @description.setter
    def description(self, value):
        if value is None:
            self._property_description = None
            return

        self.assert_isinstance(value, "description", six.string_types)
        self._property_description = value

    @schema_property('user')
    def user(self):
        return self._property_user

    @user.setter
    def user(self, value):
        if value is None:
            self._property_user = None
            return

        self.assert_isinstance(value, "user", six.string_types)
        self._property_user = value

    @schema_property('company')
    def company(self):
        return self._property_company

    @company.setter
    def company(self, value):
        if value is None:
            self._property_company = None
            return

        self.assert_isinstance(value, "company", six.string_types)
        self._property_company = value

    @schema_property('created')
    def created(self):
        return self._property_created

    @created.setter
    def created(self, value):
        if value is None:
            self._property_created = None
            return

        self.assert_isinstance(value, "created", six.string_types + (datetime,))
        if not isinstance(value, datetime):
            value = parse_datetime(value)
        self._property_created = value

    @schema_property('tags')
    def tags(self):
        return self._property_tags

    @tags.setter
    def tags(self, value):
        if value is None:
            self._property_tags = None
            return

        self.assert_isinstance(value, "tags", (list, tuple))

        self.assert_isinstance(value, "tags", six.string_types, is_array=True)
        self._property_tags = value

    @schema_property('system_tags')
    def system_tags(self):
        return self._property_system_tags

    @system_tags.setter
    def system_tags(self, value):
        if value is None:
            self._property_system_tags = None
            return

        self.assert_isinstance(value, "system_tags", (list, tuple))

        self.assert_isinstance(value, "system_tags", six.string_types, is_array=True)
        self._property_system_tags = value

    @schema_property('default_output_destination')
    def default_output_destination(self):
        return self._property_default_output_destination

    @default_output_destination.setter
    def default_output_destination(self, value):
        if value is None:
            self._property_default_output_destination = None
            return

        self.assert_isinstance(value, "default_output_destination", six.string_types)
        self._property_default_output_destination = value

    @schema_property('last_update')
    def last_update(self):
        return self._property_last_update

    @last_update.setter
    def last_update(self, value):
        if value is None:
            self._property_last_update = None
            return

        self.assert_isinstance(value, "last_update", six.string_types + (datetime,))
        if not isinstance(value, datetime):
            value = parse_datetime(value)
        self._property_last_update = value


class StatsStatusCount(NonStrictDataModel):
    """
    :param total_runtime: Total run time of all tasks in project (in seconds)
    :type total_runtime: int
    :param status_count: Status counts
    :type status_count: dict
    """
    _schema = {
        'properties': {
            'status_count': {
                'description': 'Status counts',
                'properties': {
                    'closed': {
                        'description': "Number of 'closed' tasks in project",
                        'type': 'integer',
                    },
                    'created': {
                        'description': "Number of 'created' tasks in project",
                        'type': 'integer',
                    },
                    'failed': {
                        'description': "Number of 'failed' tasks in project",
                        'type': 'integer',
                    },
                    'in_progress': {
                        'description': "Number of 'in_progress' tasks in project",
                        'type': 'integer',
                    },
                    'published': {
                        'description': "Number of 'published' tasks in project",
                        'type': 'integer',
                    },
                    'queued': {
                        'description': "Number of 'queued' tasks in project",
                        'type': 'integer',
                    },
                    'stopped': {
                        'description': "Number of 'stopped' tasks in project",
                        'type': 'integer',
                    },
                    'unknown': {
                        'description': "Number of 'unknown' tasks in project",
                        'type': 'integer',
                    },
                },
                'type': ['object', 'null'],
            },
            'total_runtime': {
                'description': 'Total run time of all tasks in project (in seconds)',
                'type': ['integer', 'null'],
            },
        },
        'type': 'object',
    }

    def __init__(
            self, total_runtime=None, status_count=None, **kwargs):
        super(StatsStatusCount, self).__init__(**kwargs)
        self.total_runtime = total_runtime
        self.status_count = status_count

    @schema_property('total_runtime')
    def total_runtime(self):
        return self._property_total_runtime

    @total_runtime.setter
    def total_runtime(self, value):
        if value is None:
            self._property_total_runtime = None
            return
        if isinstance(value, float) and value.is_integer():
            value = int(value)

        self.assert_isinstance(value, "total_runtime", six.integer_types)
        self._property_total_runtime = value

    @schema_property('status_count')
    def status_count(self):
        return self._property_status_count

    @status_count.setter
    def status_count(self, value):
        if value is None:
            self._property_status_count = None
            return

        self.assert_isinstance(value, "status_count", (dict,))
        self._property_status_count = value


class Stats(NonStrictDataModel):
    """
    :param active: Stats for active tasks
    :type active: StatsStatusCount
    :param archived: Stats for archived tasks
    :type archived: StatsStatusCount
    """
    _schema = {
        'properties': {
            'active': {
                'description': 'Stats for active tasks',
                'oneOf': [
                    {'$ref': '#/definitions/stats_status_count'},
                    {'type': 'null'},
                ],
            },
            'archived': {
                'description': 'Stats for archived tasks',
                'oneOf': [
                    {'$ref': '#/definitions/stats_status_count'},
                    {'type': 'null'},
                ],
            },
        },
        'type': 'object',
    }

    def __init__(
            self, active=None, archived=None, **kwargs):
        super(Stats, self).__init__(**kwargs)
        self.active = active
        self.archived = archived

    @schema_property('active')
    def active(self):
        return self._property_active

    @active.setter
    def active(self, value):
        if value is None:
            self._property_active = None
            return
        if isinstance(value, dict):
            value = StatsStatusCount.from_dict(value)
        else:
            self.assert_isinstance(value, "active", StatsStatusCount)
        self._property_active = value

    @schema_property('archived')
    def archived(self):
        return self._property_archived

    @archived.setter
    def archived(self, value):
        if value is None:
            self._property_archived = None
            return
        if isinstance(value, dict):
            value = StatsStatusCount.from_dict(value)
        else:
            self.assert_isinstance(value, "archived", StatsStatusCount)
        self._property_archived = value


class ProjectsGetAllResponseSingle(NonStrictDataModel):
    """
    :param id: Project id
    :type id: str
    :param name: Project name
    :type name: str
    :param description: Project description
    :type description: str
    :param user: Associated user id
    :type user: str
    :param company: Company id
    :type company: str
    :param created: Creation time
    :type created: datetime.datetime
    :param tags: User-defined tags
    :type tags: Sequence[str]
    :param system_tags: System tags. This field is reserved for system use, please
        don't use it.
    :type system_tags: Sequence[str]
    :param default_output_destination: The default output destination URL for new
        tasks under this project
    :type default_output_destination: str
    :param stats: Additional project stats
    :type stats: Stats
    """
    _schema = {
        'properties': {
            'company': {'description': 'Company id', 'type': ['string', 'null']},
            'created': {
                'description': 'Creation time',
                'format': 'date-time',
                'type': ['string', 'null'],
            },
            'default_output_destination': {
                'description': 'The default output destination URL for new tasks under this project',
                'type': ['string', 'null'],
            },
            'description': {
                'description': 'Project description',
                'type': ['string', 'null'],
            },
            'id': {'description': 'Project id', 'type': ['string', 'null']},
            'name': {'description': 'Project name', 'type': ['string', 'null']},
            'stats': {
                'description': 'Additional project stats',
                'oneOf': [{'$ref': '#/definitions/stats'}, {'type': 'null'}],
            },
            'system_tags': {
                'description': "System tags. This field is reserved for system use, please don't use it.",
                'items': {'type': 'string'},
                'type': ['array', 'null'],
            },
            'tags': {
                'description': 'User-defined tags',
                'items': {'type': 'string'},
                'type': ['array', 'null'],
            },
            'user': {
                'description': 'Associated user id',
                'type': ['string', 'null'],
            },
        },
        'type': 'object',
    }

    def __init__(
            self, id=None, name=None, description=None, user=None, company=None, created=None, tags=None, system_tags=None, default_output_destination=None, stats=None, **kwargs):
        super(ProjectsGetAllResponseSingle, self).__init__(**kwargs)
        self.id = id
        self.name = name
        self.description = description
        self.user = user
        self.company = company
        self.created = created
        self.tags = tags
        self.system_tags = system_tags
        self.default_output_destination = default_output_destination
        self.stats = stats

    @schema_property('id')
    def id(self):
        return self._property_id

    @id.setter
    def id(self, value):
        if value is None:
            self._property_id = None
            return

        self.assert_isinstance(value, "id", six.string_types)
        self._property_id = value

    @schema_property('name')
    def name(self):
        return self._property_name

    @name.setter
    def name(self, value):
        if value is None:
            self._property_name = None
            return

        self.assert_isinstance(value, "name", six.string_types)
        self._property_name = value

    @schema_property('description')
    def description(self):
        return self._property_description

    @description.setter
    def description(self, value):
        if value is None:
            self._property_description = None
            return

        self.assert_isinstance(value, "description", six.string_types)
        self._property_description = value

    @schema_property('user')
    def user(self):
        return self._property_user

    @user.setter
    def user(self, value):
        if value is None:
            self._property_user = None
            return

        self.assert_isinstance(value, "user", six.string_types)
        self._property_user = value

    @schema_property('company')
    def company(self):
        return self._property_company

    @company.setter
    def company(self, value):
        if value is None:
            self._property_company = None
            return

        self.assert_isinstance(value, "company", six.string_types)
        self._property_company = value

    @schema_property('created')
    def created(self):
        return self._property_created

    @created.setter
    def created(self, value):
        if value is None:
            self._property_created = None
            return

        self.assert_isinstance(value, "created", six.string_types + (datetime,))
        if not isinstance(value, datetime):
            value = parse_datetime(value)
        self._property_created = value

    @schema_property('tags')
    def tags(self):
        return self._property_tags

    @tags.setter
    def tags(self, value):
        if value is None:
            self._property_tags = None
            return

        self.assert_isinstance(value, "tags", (list, tuple))

        self.assert_isinstance(value, "tags", six.string_types, is_array=True)
        self._property_tags = value

    @schema_property('system_tags')
    def system_tags(self):
        return self._property_system_tags

    @system_tags.setter
    def system_tags(self, value):
        if value is None:
            self._property_system_tags = None
            return

        self.assert_isinstance(value, "system_tags", (list, tuple))

        self.assert_isinstance(value, "system_tags", six.string_types, is_array=True)
        self._property_system_tags = value

    @schema_property('default_output_destination')
    def default_output_destination(self):
        return self._property_default_output_destination

    @default_output_destination.setter
    def default_output_destination(self, value):
        if value is None:
            self._property_default_output_destination = None
            return

        self.assert_isinstance(value, "default_output_destination", six.string_types)
        self._property_default_output_destination = value

    @schema_property('stats')
    def stats(self):
        return self._property_stats

    @stats.setter
    def stats(self, value):
        if value is None:
            self._property_stats = None
            return
        if isinstance(value, dict):
            value = Stats.from_dict(value)
        else:
            self.assert_isinstance(value, "stats", Stats)
        self._property_stats = value


class MetricVariantResult(NonStrictDataModel):
    """
    :param metric: Metric name
    :type metric: str
    :param metric_hash: Metric name hash. Used instead of the metric name when
        categorizing last metrics events in task objects.
    :type metric_hash: str
    :param variant: Variant name
    :type variant: str
    :param variant_hash: Variant name hash. Used instead of the variant name when
        categorizing last metrics events in task objects.
    :type variant_hash: str
    """
    _schema = {
        'properties': {
            'metric': {'description': 'Metric name', 'type': ['string', 'null']},
            'metric_hash': {
                'description': 'Metric name hash. Used instead of the metric name when categorizing\n                last metrics events in task objects.',
                'type': ['string', 'null'],
            },
            'variant': {'description': 'Variant name', 'type': ['string', 'null']},
            'variant_hash': {
                'description': 'Variant name hash. Used instead of the variant name when categorizing\n                last metrics events in task objects.',
                'type': ['string', 'null'],
            },
        },
        'type': 'object',
    }

    def __init__(
            self, metric=None, metric_hash=None, variant=None, variant_hash=None, **kwargs):
        super(MetricVariantResult, self).__init__(**kwargs)
        self.metric = metric
        self.metric_hash = metric_hash
        self.variant = variant
        self.variant_hash = variant_hash

    @schema_property('metric')
    def metric(self):
        return self._property_metric

    @metric.setter
    def metric(self, value):
        if value is None:
            self._property_metric = None
            return

        self.assert_isinstance(value, "metric", six.string_types)
        self._property_metric = value

    @schema_property('metric_hash')
    def metric_hash(self):
        return self._property_metric_hash

    @metric_hash.setter
    def metric_hash(self, value):
        if value is None:
            self._property_metric_hash = None
            return

        self.assert_isinstance(value, "metric_hash", six.string_types)
        self._property_metric_hash = value

    @schema_property('variant')
    def variant(self):
        return self._property_variant

    @variant.setter
    def variant(self, value):
        if value is None:
            self._property_variant = None
            return

        self.assert_isinstance(value, "variant", six.string_types)
        self._property_variant = value

    @schema_property('variant_hash')
    def variant_hash(self):
        return self._property_variant_hash

    @variant_hash.setter
    def variant_hash(self, value):
        if value is None:
            self._property_variant_hash = None
            return

        self.assert_isinstance(value, "variant_hash", six.string_types)
        self._property_variant_hash = value


class CreateRequest(Request):
    """
    Create a new project

    :param name: Project name Unique within the company.
    :type name: str
    :param description: Project description.
    :type description: str
    :param tags: User-defined tags
    :type tags: Sequence[str]
    :param system_tags: System tags. This field is reserved for system use, please
        don't use it.
    :type system_tags: Sequence[str]
    :param default_output_destination: The default output destination URL for new
        tasks under this project
    :type default_output_destination: str
    """

    _service = "projects"
    _action = "create"
    _version = "2.1"
    _schema = {
        'definitions': {},
        'properties': {
            'default_output_destination': {
                'description': 'The default output destination URL for new tasks under this project',
                'type': 'string',
            },
            'description': {
                'description': 'Project description. ',
                'type': 'string',
            },
            'name': {
                'description': 'Project name Unique within the company.',
                'type': 'string',
            },
            'system_tags': {
                'description': "System tags. This field is reserved for system use, please don't use it.",
                'items': {'type': 'string'},
                'type': 'array',
            },
            'tags': {
                'description': 'User-defined tags',
                'items': {'type': 'string'},
                'type': 'array',
            },
        },
        'required': ['name', 'description'],
        'type': 'object',
    }

    def __init__(
            self, name, description, tags=None, system_tags=None, default_output_destination=None, **kwargs):
        super(CreateRequest, self).__init__(**kwargs)
        self.name = name
        self.description = description
        self.tags = tags
        self.system_tags = system_tags
        self.default_output_destination = default_output_destination

    @schema_property('name')
    def name(self):
        return self._property_name

    @name.setter
    def name(self, value):
        if value is None:
            self._property_name = None
            return

        self.assert_isinstance(value, "name", six.string_types)
        self._property_name = value

    @schema_property('description')
    def description(self):
        return self._property_description

    @description.setter
    def description(self, value):
        if value is None:
            self._property_description = None
            return

        self.assert_isinstance(value, "description", six.string_types)
        self._property_description = value

    @schema_property('tags')
    def tags(self):
        return self._property_tags

    @tags.setter
    def tags(self, value):
        if value is None:
            self._property_tags = None
            return

        self.assert_isinstance(value, "tags", (list, tuple))

        self.assert_isinstance(value, "tags", six.string_types, is_array=True)
        self._property_tags = value

    @schema_property('system_tags')
    def system_tags(self):
        return self._property_system_tags

    @system_tags.setter
    def system_tags(self, value):
        if value is None:
            self._property_system_tags = None
            return

        self.assert_isinstance(value, "system_tags", (list, tuple))

        self.assert_isinstance(value, "system_tags", six.string_types, is_array=True)
        self._property_system_tags = value

    @schema_property('default_output_destination')
    def default_output_destination(self):
        return self._property_default_output_destination

    @default_output_destination.setter
    def default_output_destination(self, value):
        if value is None:
            self._property_default_output_destination = None
            return

        self.assert_isinstance(value, "default_output_destination", six.string_types)
        self._property_default_output_destination = value


class CreateResponse(Response):
    """
    Response of projects.create endpoint.

    :param id: Project id
    :type id: str
    """
    _service = "projects"
    _action = "create"
    _version = "2.1"

    _schema = {
        'definitions': {},
        'properties': {
            'id': {'description': 'Project id', 'type': ['string', 'null']},
        },
        'type': 'object',
    }

    def __init__(
            self, id=None, **kwargs):
        super(CreateResponse, self).__init__(**kwargs)
        self.id = id

    @schema_property('id')
    def id(self):
        return self._property_id

    @id.setter
    def id(self, value):
        if value is None:
            self._property_id = None
            return

        self.assert_isinstance(value, "id", six.string_types)
        self._property_id = value


class DeleteRequest(Request):
    """
    Deletes a project

    :param project: Project id
    :type project: str
    :param force: If not true, fails if project has tasks. If true, and project has
        tasks, they will be unassigned
    :type force: bool
    """

    _service = "projects"
    _action = "delete"
    _version = "2.1"
    _schema = {
        'definitions': {},
        'properties': {
            'force': {
                'default': False,
                'description': 'If not true, fails if project has tasks.\n                    If true, and project has tasks, they will be unassigned',
                'type': 'boolean',
            },
            'project': {'description': 'Project id', 'type': 'string'},
        },
        'required': ['project'],
        'type': 'object',
    }

    def __init__(
            self, project, force=False, **kwargs):
        super(DeleteRequest, self).__init__(**kwargs)
        self.project = project
        self.force = force

    @schema_property('project')
    def project(self):
        return self._property_project

    @project.setter
    def project(self, value):
        if value is None:
            self._property_project = None
            return

        self.assert_isinstance(value, "project", six.string_types)
        self._property_project = value

    @schema_property('force')
    def force(self):
        return self._property_force

    @force.setter
    def force(self, value):
        if value is None:
            self._property_force = None
            return

        self.assert_isinstance(value, "force", (bool,))
        self._property_force = value


class DeleteResponse(Response):
    """
    Response of projects.delete endpoint.

    :param deleted: Number of projects deleted (0 or 1)
    :type deleted: int
    :param disassociated_tasks: Number of tasks disassociated from the deleted
        project
    :type disassociated_tasks: int
    """
    _service = "projects"
    _action = "delete"
    _version = "2.1"

    _schema = {
        'definitions': {},
        'properties': {
            'deleted': {
                'description': 'Number of projects deleted (0 or 1)',
                'type': ['integer', 'null'],
            },
            'disassociated_tasks': {
                'description': 'Number of tasks disassociated from the deleted project',
                'type': ['integer', 'null'],
            },
        },
        'type': 'object',
    }

    def __init__(
            self, deleted=None, disassociated_tasks=None, **kwargs):
        super(DeleteResponse, self).__init__(**kwargs)
        self.deleted = deleted
        self.disassociated_tasks = disassociated_tasks

    @schema_property('deleted')
    def deleted(self):
        return self._property_deleted

    @deleted.setter
    def deleted(self, value):
        if value is None:
            self._property_deleted = None
            return
        if isinstance(value, float) and value.is_integer():
            value = int(value)

        self.assert_isinstance(value, "deleted", six.integer_types)
        self._property_deleted = value

    @schema_property('disassociated_tasks')
    def disassociated_tasks(self):
        return self._property_disassociated_tasks

    @disassociated_tasks.setter
    def disassociated_tasks(self, value):
        if value is None:
            self._property_disassociated_tasks = None
            return
        if isinstance(value, float) and value.is_integer():
            value = int(value)

        self.assert_isinstance(value, "disassociated_tasks", six.integer_types)
        self._property_disassociated_tasks = value


class GetAllRequest(Request):
    """
    Get all the company's projects and all public projects

    :param id: List of IDs to filter by
    :type id: Sequence[str]
    :param name: Get only projects whose name matches this pattern (python regular
        expression syntax)
    :type name: str
    :param description: Get only projects whose description matches this pattern
        (python regular expression syntax)
    :type description: str
    :param tags: User-defined tags list used to filter results. Prepend '-' to tag
        name to indicate exclusion
    :type tags: Sequence[str]
    :param system_tags: System tags list used to filter results. Prepend '-' to
        system tag name to indicate exclusion
    :type system_tags: Sequence[str]
    :param order_by: List of field names to order by. When search_text is used,
        '@text_score' can be used as a field representing the text score of returned
        documents. Use '-' prefix to specify descending order. Optional, recommended
        when using page
    :type order_by: Sequence[str]
    :param page: Page number, returns a specific page out of the resulting list of
        dataviews
    :type page: int
    :param page_size: Page size, specifies the number of results returned in each
        page (last page may contain fewer results)
    :type page_size: int
    :param search_text: Free text search query
    :type search_text: str
    :param only_fields: List of document's field names (nesting is supported using
        '.', e.g. execution.model_labels). If provided, this list defines the query's
        projection (only these fields will be returned for each result entry)
    :type only_fields: Sequence[str]
    :param _all_: Multi-field pattern condition (all fields match pattern)
    :type _all_: MultiFieldPatternData
    :param _any_: Multi-field pattern condition (any field matches pattern)
    :type _any_: MultiFieldPatternData
    """

    _service = "projects"
    _action = "get_all"
    _version = "2.1"
    _schema = {
        'definitions': {
            'multi_field_pattern_data': {
                'properties': {
                    'fields': {
                        'description': 'List of field names',
                        'items': {'type': 'string'},
                        'type': ['array', 'null'],
                    },
                    'pattern': {
                        'description': 'Pattern string (regex)',
                        'type': ['string', 'null'],
                    },
                },
                'type': 'object',
            },
        },
        'properties': {
            '_all_': {
                'description': 'Multi-field pattern condition (all fields match pattern)',
                'oneOf': [
                    {'$ref': '#/definitions/multi_field_pattern_data'},
                    {'type': 'null'},
                ],
            },
            '_any_': {
                'description': 'Multi-field pattern condition (any field matches pattern)',
                'oneOf': [
                    {'$ref': '#/definitions/multi_field_pattern_data'},
                    {'type': 'null'},
                ],
            },
            'description': {
                'description': 'Get only projects whose description matches this pattern (python regular expression syntax)',
                'type': ['string', 'null'],
            },
            'id': {
                'description': 'List of IDs to filter by',
                'items': {'type': 'string'},
                'type': ['array', 'null'],
            },
            'name': {
                'description': 'Get only projects whose name matches this pattern (python regular expression syntax)',
                'type': ['string', 'null'],
            },
            'only_fields': {
                'description': "List of document's field names (nesting is supported using '.', e.g. execution.model_labels). If provided, this list defines the query's projection (only these fields will be returned for each result entry)",
                'items': {'type': 'string'},
                'type': ['array', 'null'],
            },
            'order_by': {
                'description': "List of field names to order by. When search_text is used, '@text_score' can be used as a field representing the text score of returned documents. Use '-' prefix to specify descending order. Optional, recommended when using page",
                'items': {'type': 'string'},
                'type': ['array', 'null'],
            },
            'page': {
                'description': 'Page number, returns a specific page out of the resulting list of dataviews',
                'minimum': 0,
                'type': ['integer', 'null'],
            },
            'page_size': {
                'description': 'Page size, specifies the number of results returned in each page (last page may contain fewer results)',
                'minimum': 1,
                'type': ['integer', 'null'],
            },
            'search_text': {
                'description': 'Free text search query',
                'type': ['string', 'null'],
            },
            'system_tags': {
                'description': "System tags list used to filter results. Prepend '-' to system tag name to indicate exclusion",
                'items': {'type': 'string'},
                'type': ['array', 'null'],
            },
            'tags': {
                'description': "User-defined tags list used to filter results. Prepend '-' to tag name to indicate exclusion",
                'items': {'type': 'string'},
                'type': ['array', 'null'],
            },
        },
        'type': 'object',
    }

    def __init__(
            self, id=None, name=None, description=None, tags=None, system_tags=None, order_by=None, page=None, page_size=None, search_text=None, only_fields=None, _all_=None, _any_=None, **kwargs):
        super(GetAllRequest, self).__init__(**kwargs)
        self.id = id
        self.name = name
        self.description = description
        self.tags = tags
        self.system_tags = system_tags
        self.order_by = order_by
        self.page = page
        self.page_size = page_size
        self.search_text = search_text
        self.only_fields = only_fields
        self._all_ = _all_
        self._any_ = _any_

    @schema_property('id')
    def id(self):
        return self._property_id

    @id.setter
    def id(self, value):
        if value is None:
            self._property_id = None
            return

        self.assert_isinstance(value, "id", (list, tuple))

        self.assert_isinstance(value, "id", six.string_types, is_array=True)
        self._property_id = value

    @schema_property('name')
    def name(self):
        return self._property_name

    @name.setter
    def name(self, value):
        if value is None:
            self._property_name = None
            return

        self.assert_isinstance(value, "name", six.string_types)
        self._property_name = value

    @schema_property('description')
    def description(self):
        return self._property_description

    @description.setter
    def description(self, value):
        if value is None:
            self._property_description = None
            return

        self.assert_isinstance(value, "description", six.string_types)
        self._property_description = value

    @schema_property('tags')
    def tags(self):
        return self._property_tags

    @tags.setter
    def tags(self, value):
        if value is None:
            self._property_tags = None
            return

        self.assert_isinstance(value, "tags", (list, tuple))

        self.assert_isinstance(value, "tags", six.string_types, is_array=True)
        self._property_tags = value

    @schema_property('system_tags')
    def system_tags(self):
        return self._property_system_tags

    @system_tags.setter
    def system_tags(self, value):
        if value is None:
            self._property_system_tags = None
            return

        self.assert_isinstance(value, "system_tags", (list, tuple))

        self.assert_isinstance(value, "system_tags", six.string_types, is_array=True)
        self._property_system_tags = value

    @schema_property('order_by')
    def order_by(self):
        return self._property_order_by

    @order_by.setter
    def order_by(self, value):
        if value is None:
            self._property_order_by = None
            return

        self.assert_isinstance(value, "order_by", (list, tuple))

        self.assert_isinstance(value, "order_by", six.string_types, is_array=True)
        self._property_order_by = value

    @schema_property('page')
    def page(self):
        return self._property_page

    @page.setter
    def page(self, value):
        if value is None:
            self._property_page = None
            return
        if isinstance(value, float) and value.is_integer():
            value = int(value)

        self.assert_isinstance(value, "page", six.integer_types)
        self._property_page = value

    @schema_property('page_size')
    def page_size(self):
        return self._property_page_size

    @page_size.setter
    def page_size(self, value):
        if value is None:
            self._property_page_size = None
            return
        if isinstance(value, float) and value.is_integer():
            value = int(value)

        self.assert_isinstance(value, "page_size", six.integer_types)
        self._property_page_size = value

    @schema_property('search_text')
    def search_text(self):
        return self._property_search_text

    @search_text.setter
    def search_text(self, value):
        if value is None:
            self._property_search_text = None
            return

        self.assert_isinstance(value, "search_text", six.string_types)
        self._property_search_text = value

    @schema_property('only_fields')
    def only_fields(self):
        return self._property_only_fields

    @only_fields.setter
    def only_fields(self, value):
        if value is None:
            self._property_only_fields = None
            return

        self.assert_isinstance(value, "only_fields", (list, tuple))

        self.assert_isinstance(value, "only_fields", six.string_types, is_array=True)
        self._property_only_fields = value

    @schema_property('_all_')
    def _all_(self):
        return self._property__all_

    @_all_.setter
    def _all_(self, value):
        if value is None:
            self._property__all_ = None
            return
        if isinstance(value, dict):
            value = MultiFieldPatternData.from_dict(value)
        else:
            self.assert_isinstance(value, "_all_", MultiFieldPatternData)
        self._property__all_ = value

    @schema_property('_any_')
    def _any_(self):
        return self._property__any_

    @_any_.setter
    def _any_(self, value):
        if value is None:
            self._property__any_ = None
            return
        if isinstance(value, dict):
            value = MultiFieldPatternData.from_dict(value)
        else:
            self.assert_isinstance(value, "_any_", MultiFieldPatternData)
        self._property__any_ = value


class GetAllResponse(Response):
    """
    Response of projects.get_all endpoint.

    :param projects: Projects list
    :type projects: Sequence[ProjectsGetAllResponseSingle]
    """
    _service = "projects"
    _action = "get_all"
    _version = "2.1"

    _schema = {
        'definitions': {
            'projects_get_all_response_single': {
                'properties': {
                    'company': {
                        'description': 'Company id',
                        'type': ['string', 'null'],
                    },
                    'created': {
                        'description': 'Creation time',
                        'format': 'date-time',
                        'type': ['string', 'null'],
                    },
                    'default_output_destination': {
                        'description': 'The default output destination URL for new tasks under this project',
                        'type': ['string', 'null'],
                    },
                    'description': {
                        'description': 'Project description',
                        'type': ['string', 'null'],
                    },
                    'id': {'description': 'Project id', 'type': ['string', 'null']},
                    'name': {
                        'description': 'Project name',
                        'type': ['string', 'null'],
                    },
                    'stats': {
                        'description': 'Additional project stats',
                        'oneOf': [
                            {'$ref': '#/definitions/stats'},
                            {'type': 'null'},
                        ],
                    },
                    'system_tags': {
                        'description': "System tags. This field is reserved for system use, please don't use it.",
                        'items': {'type': 'string'},
                        'type': ['array', 'null'],
                    },
                    'tags': {
                        'description': 'User-defined tags',
                        'items': {'type': 'string'},
                        'type': ['array', 'null'],
                    },
                    'user': {
                        'description': 'Associated user id',
                        'type': ['string', 'null'],
                    },
                },
                'type': 'object',
            },
            'stats': {
                'properties': {
                    'active': {
                        'description': 'Stats for active tasks',
                        'oneOf': [
                            {'$ref': '#/definitions/stats_status_count'},
                            {'type': 'null'},
                        ],
                    },
                    'archived': {
                        'description': 'Stats for archived tasks',
                        'oneOf': [
                            {'$ref': '#/definitions/stats_status_count'},
                            {'type': 'null'},
                        ],
                    },
                },
                'type': 'object',
            },
            'stats_status_count': {
                'properties': {
                    'status_count': {
                        'description': 'Status counts',
                        'properties': {
                            'closed': {
                                'description': "Number of 'closed' tasks in project",
                                'type': 'integer',
                            },
                            'created': {
                                'description': "Number of 'created' tasks in project",
                                'type': 'integer',
                            },
                            'failed': {
                                'description': "Number of 'failed' tasks in project",
                                'type': 'integer',
                            },
                            'in_progress': {
                                'description': "Number of 'in_progress' tasks in project",
                                'type': 'integer',
                            },
                            'published': {
                                'description': "Number of 'published' tasks in project",
                                'type': 'integer',
                            },
                            'queued': {
                                'description': "Number of 'queued' tasks in project",
                                'type': 'integer',
                            },
                            'stopped': {
                                'description': "Number of 'stopped' tasks in project",
                                'type': 'integer',
                            },
                            'unknown': {
                                'description': "Number of 'unknown' tasks in project",
                                'type': 'integer',
                            },
                        },
                        'type': ['object', 'null'],
                    },
                    'total_runtime': {
                        'description': 'Total run time of all tasks in project (in seconds)',
                        'type': ['integer', 'null'],
                    },
                },
                'type': 'object',
            },
        },
        'properties': {
            'projects': {
                'description': 'Projects list',
                'items': {
                    '$ref': '#/definitions/projects_get_all_response_single',
                },
                'type': ['array', 'null'],
            },
        },
        'type': 'object',
    }

    def __init__(
            self, projects=None, **kwargs):
        super(GetAllResponse, self).__init__(**kwargs)
        self.projects = projects

    @schema_property('projects')
    def projects(self):
        return self._property_projects

    @projects.setter
    def projects(self, value):
        if value is None:
            self._property_projects = None
            return

        self.assert_isinstance(value, "projects", (list, tuple))
        if any(isinstance(v, dict) for v in value):
            value = [ProjectsGetAllResponseSingle.from_dict(v) if isinstance(v, dict) else v for v in value]
        else:
            self.assert_isinstance(value, "projects", ProjectsGetAllResponseSingle, is_array=True)
        self._property_projects = value


class GetByIdRequest(Request):
    """
    :param project: Project id
    :type project: str
    """

    _service = "projects"
    _action = "get_by_id"
    _version = "2.1"
    _schema = {
        'definitions': {},
        'properties': {'project': {'description': 'Project id', 'type': 'string'}},
        'required': ['project'],
        'type': 'object',
    }

    def __init__(
            self, project, **kwargs):
        super(GetByIdRequest, self).__init__(**kwargs)
        self.project = project

    @schema_property('project')
    def project(self):
        return self._property_project

    @project.setter
    def project(self, value):
        if value is None:
            self._property_project = None
            return

        self.assert_isinstance(value, "project", six.string_types)
        self._property_project = value


class GetByIdResponse(Response):
    """
    Response of projects.get_by_id endpoint.

    :param project: Project info
    :type project: Project
    """
    _service = "projects"
    _action = "get_by_id"
    _version = "2.1"

    _schema = {
        'definitions': {
            'project': {
                'properties': {
                    'company': {
                        'description': 'Company id',
                        'type': ['string', 'null'],
                    },
                    'created': {
                        'description': 'Creation time',
                        'format': 'date-time',
                        'type': ['string', 'null'],
                    },
                    'default_output_destination': {
                        'description': 'The default output destination URL for new tasks under this project',
                        'type': ['string', 'null'],
                    },
                    'description': {
                        'description': 'Project description',
                        'type': ['string', 'null'],
                    },
                    'id': {'description': 'Project id', 'type': ['string', 'null']},
                    'last_update': {
                        'description': 'Last project update time. Reflects the last time the project metadata was changed or a task in this project has changed status',
                        'format': 'date-time',
                        'type': ['string', 'null'],
                    },
                    'name': {
                        'description': 'Project name',
                        'type': ['string', 'null'],
                    },
                    'system_tags': {
                        'description': "System tags. This field is reserved for system use, please don't use it.",
                        'items': {'type': 'string'},
                        'type': ['array', 'null'],
                    },
                    'tags': {
                        'description': 'User-defined tags',
                        'items': {'type': 'string'},
                        'type': ['array', 'null'],
                    },
                    'user': {
                        'description': 'Associated user id',
                        'type': ['string', 'null'],
                    },
                },
                'type': 'object',
            },
        },
        'properties': {
            'project': {
                'description': 'Project info',
                'oneOf': [{'$ref': '#/definitions/project'}, {'type': 'null'}],
            },
        },
        'type': 'object',
    }

    def __init__(
            self, project=None, **kwargs):
        super(GetByIdResponse, self).__init__(**kwargs)
        self.project = project

    @schema_property('project')
    def project(self):
        return self._property_project

    @project.setter
    def project(self, value):
        if value is None:
            self._property_project = None
            return
        if isinstance(value, dict):
            value = Project.from_dict(value)
        else:
            self.assert_isinstance(value, "project", Project)
        self._property_project = value


class GetHyperParametersRequest(Request):
    """
    Get a list of all hyper parameter names used in tasks within the given project.

    :param project: Project ID
    :type project: str
    :param page: Page number
    :type page: int
    :param page_size: Page size
    :type page_size: int
    """

    _service = "projects"
    _action = "get_hyper_parameters"
    _version = "2.2"
    _schema = {
        'definitions': {},
        'properties': {
            'page': {
                'default': 0,
                'description': 'Page number',
                'type': ['integer', 'null'],
            },
            'page_size': {
                'default': 500,
                'description': 'Page size',
                'type': ['integer', 'null'],
            },
            'project': {'description': 'Project ID', 'type': ['string', 'null']},
        },
        'required': ['project'],
        'type': 'object',
    }

    def __init__(
            self, project=None, page=0, page_size=500, **kwargs):
        super(GetHyperParametersRequest, self).__init__(**kwargs)
        self.project = project
        self.page = page
        self.page_size = page_size

    @schema_property('project')
    def project(self):
        return self._property_project

    @project.setter
    def project(self, value):
        if value is None:
            self._property_project = None
            return

        self.assert_isinstance(value, "project", six.string_types)
        self._property_project = value

    @schema_property('page')
    def page(self):
        return self._property_page

    @page.setter
    def page(self, value):
        if value is None:
            self._property_page = None
            return
        if isinstance(value, float) and value.is_integer():
            value = int(value)

        self.assert_isinstance(value, "page", six.integer_types)
        self._property_page = value

    @schema_property('page_size')
    def page_size(self):
        return self._property_page_size

    @page_size.setter
    def page_size(self, value):
        if value is None:
            self._property_page_size = None
            return
        if isinstance(value, float) and value.is_integer():
            value = int(value)

        self.assert_isinstance(value, "page_size", six.integer_types)
        self._property_page_size = value


class GetHyperParametersResponse(Response):
    """
    Response of projects.get_hyper_parameters endpoint.

    :param parameters: A list of hyper parameter names
    :type parameters: Sequence[str]
    :param remaining: Remaining results
    :type remaining: int
    :param total: Total number of results
    :type total: int
    """
    _service = "projects"
    _action = "get_hyper_parameters"
    _version = "2.2"

    _schema = {
        'definitions': {},
        'properties': {
            'parameters': {
                'description': 'A list of hyper parameter names',
                'items': {'type': 'string'},
                'type': ['array', 'null'],
            },
            'remaining': {
                'description': 'Remaining results',
                'type': ['integer', 'null'],
            },
            'total': {
                'description': 'Total number of results',
                'type': ['integer', 'null'],
            },
        },
        'type': 'object',
    }

    def __init__(
            self, parameters=None, remaining=None, total=None, **kwargs):
        super(GetHyperParametersResponse, self).__init__(**kwargs)
        self.parameters = parameters
        self.remaining = remaining
        self.total = total

    @schema_property('parameters')
    def parameters(self):
        return self._property_parameters

    @parameters.setter
    def parameters(self, value):
        if value is None:
            self._property_parameters = None
            return

        self.assert_isinstance(value, "parameters", (list, tuple))

        self.assert_isinstance(value, "parameters", six.string_types, is_array=True)
        self._property_parameters = value

    @schema_property('remaining')
    def remaining(self):
        return self._property_remaining

    @remaining.setter
    def remaining(self, value):
        if value is None:
            self._property_remaining = None
            return
        if isinstance(value, float) and value.is_integer():
            value = int(value)

        self.assert_isinstance(value, "remaining", six.integer_types)
        self._property_remaining = value

    @schema_property('total')
    def total(self):
        return self._property_total

    @total.setter
    def total(self, value):
        if value is None:
            self._property_total = None
            return
        if isinstance(value, float) and value.is_integer():
            value = int(value)

        self.assert_isinstance(value, "total", six.integer_types)
        self._property_total = value


class GetUniqueMetricVariantsRequest(Request):
    """
    Get all metric/variant pairs reported for tasks in a specific project.
            If no project is specified, metrics/variant paris reported for all tasks will be returned.
            If the project does not exist, an empty list will be returned.

    :param project: Project ID
    :type project: str
    """

    _service = "projects"
    _action = "get_unique_metric_variants"
    _version = "2.1"
    _schema = {
        'definitions': {},
        'properties': {
            'project': {'description': 'Project ID', 'type': ['string', 'null']},
        },
        'type': 'object',
    }

    def __init__(
            self, project=None, **kwargs):
        super(GetUniqueMetricVariantsRequest, self).__init__(**kwargs)
        self.project = project

    @schema_property('project')
    def project(self):
        return self._property_project

    @project.setter
    def project(self, value):
        if value is None:
            self._property_project = None
            return

        self.assert_isinstance(value, "project", six.string_types)
        self._property_project = value


class GetUniqueMetricVariantsResponse(Response):
    """
    Response of projects.get_unique_metric_variants endpoint.

    :param metrics: A list of metric variants reported for tasks in this project
    :type metrics: Sequence[MetricVariantResult]
    """
    _service = "projects"
    _action = "get_unique_metric_variants"
    _version = "2.1"

    _schema = {
        'definitions': {
            'metric_variant_result': {
                'properties': {
                    'metric': {
                        'description': 'Metric name',
                        'type': ['string', 'null'],
                    },
                    'metric_hash': {
                        'description': 'Metric name hash. Used instead of the metric name when categorizing\n                last metrics events in task objects.',
                        'type': ['string', 'null'],
                    },
                    'variant': {
                        'description': 'Variant name',
                        'type': ['string', 'null'],
                    },
                    'variant_hash': {
                        'description': 'Variant name hash. Used instead of the variant name when categorizing\n                last metrics events in task objects.',
                        'type': ['string', 'null'],
                    },
                },
                'type': 'object',
            },
        },
        'properties': {
            'metrics': {
                'description': 'A list of metric variants reported for tasks in this project',
                'items': {'$ref': '#/definitions/metric_variant_result'},
                'type': ['array', 'null'],
            },
        },
        'type': 'object',
    }

    def __init__(
            self, metrics=None, **kwargs):
        super(GetUniqueMetricVariantsResponse, self).__init__(**kwargs)
        self.metrics = metrics

    @schema_property('metrics')
    def metrics(self):
        return self._property_metrics

    @metrics.setter
    def metrics(self, value):
        if value is None:
            self._property_metrics = None
            return

        self.assert_isinstance(value, "metrics", (list, tuple))
        if any(isinstance(v, dict) for v in value):
            value = [MetricVariantResult.from_dict(v) if isinstance(v, dict) else v for v in value]
        else:
            self.assert_isinstance(value, "metrics", MetricVariantResult, is_array=True)
        self._property_metrics = value


class UpdateRequest(Request):
    """
    Update project information

    :param project: Project id
    :type project: str
    :param name: Project name. Unique within the company.
    :type name: str
    :param description: Project description
    :type description: str
    :param tags: User-defined tags list
    :type tags: Sequence[str]
    :param system_tags: System tags list. This field is reserved for system use,
        please don't use it.
    :type system_tags: Sequence[str]
    :param default_output_destination: The default output destination URL for new
        tasks under this project
    :type default_output_destination: str
    """

    _service = "projects"
    _action = "update"
    _version = "2.1"
    _schema = {
        'definitions': {},
        'properties': {
            'default_output_destination': {
                'description': 'The default output destination URL for new tasks under this project',
                'type': 'string',
            },
            'description': {
                'description': 'Project description',
                'type': 'string',
            },
            'name': {
                'description': 'Project name. Unique within the company.',
                'type': 'string',
            },
            'project': {'description': 'Project id', 'type': 'string'},
            'system_tags': {
                'description': "System tags list. This field is reserved for system use, please don't use it.",
                'items': {'type': 'string'},
                'type': 'array',
            },
            'tags': {
                'description': 'User-defined tags list',
                'items': {'type': 'string'},
                'type': 'array',
            },
        },
        'required': ['project'],
        'type': 'object',
    }

    def __init__(
            self, project, name=None, description=None, tags=None, system_tags=None, default_output_destination=None, **kwargs):
        super(UpdateRequest, self).__init__(**kwargs)
        self.project = project
        self.name = name
        self.description = description
        self.tags = tags
        self.system_tags = system_tags
        self.default_output_destination = default_output_destination

    @schema_property('project')
    def project(self):
        return self._property_project

    @project.setter
    def project(self, value):
        if value is None:
            self._property_project = None
            return

        self.assert_isinstance(value, "project", six.string_types)
        self._property_project = value

    @schema_property('name')
    def name(self):
        return self._property_name

    @name.setter
    def name(self, value):
        if value is None:
            self._property_name = None
            return

        self.assert_isinstance(value, "name", six.string_types)
        self._property_name = value

    @schema_property('description')
    def description(self):
        return self._property_description

    @description.setter
    def description(self, value):
        if value is None:
            self._property_description = None
            return

        self.assert_isinstance(value, "description", six.string_types)
        self._property_description = value

    @schema_property('tags')
    def tags(self):
        return self._property_tags

    @tags.setter
    def tags(self, value):
        if value is None:
            self._property_tags = None
            return

        self.assert_isinstance(value, "tags", (list, tuple))

        self.assert_isinstance(value, "tags", six.string_types, is_array=True)
        self._property_tags = value

    @schema_property('system_tags')
    def system_tags(self):
        return self._property_system_tags

    @system_tags.setter
    def system_tags(self, value):
        if value is None:
            self._property_system_tags = None
            return

        self.assert_isinstance(value, "system_tags", (list, tuple))

        self.assert_isinstance(value, "system_tags", six.string_types, is_array=True)
        self._property_system_tags = value

    @schema_property('default_output_destination')
    def default_output_destination(self):
        return self._property_default_output_destination

    @default_output_destination.setter
    def default_output_destination(self, value):
        if value is None:
            self._property_default_output_destination = None
            return

        self.assert_isinstance(value, "default_output_destination", six.string_types)
        self._property_default_output_destination = value


class UpdateResponse(Response):
    """
    Response of projects.update endpoint.

    :param updated: Number of projects updated (0 or 1)
    :type updated: int
    :param fields: Updated fields names and values
    :type fields: dict
    """
    _service = "projects"
    _action = "update"
    _version = "2.1"

    _schema = {
        'definitions': {},
        'properties': {
            'fields': {
                'additionalProperties': True,
                'description': 'Updated fields names and values',
                'type': ['object', 'null'],
            },
            'updated': {
                'description': 'Number of projects updated (0 or 1)',
                'enum': [0, 1],
                'type': ['integer', 'null'],
            },
        },
        'type': 'object',
    }

    def __init__(
            self, updated=None, fields=None, **kwargs):
        super(UpdateResponse, self).__init__(**kwargs)
        self.updated = updated
        self.fields = fields

    @schema_property('updated')
    def updated(self):
        return self._property_updated

    @updated.setter
    def updated(self, value):
        if value is None:
            self._property_updated = None
            return
        if isinstance(value, float) and value.is_integer():
            value = int(value)

        self.assert_isinstance(value, "updated", six.integer_types)
        self._property_updated = value

    @schema_property('fields')
    def fields(self):
        return self._property_fields

    @fields.setter
    def fields(self, value):
        if value is None:
            self._property_fields = None
            return

        self.assert_isinstance(value, "fields", (dict,))
        self._property_fields = value


response_mapping = {
    CreateRequest: CreateResponse,
    GetByIdRequest: GetByIdResponse,
    GetAllRequest: GetAllResponse,
    UpdateRequest: UpdateResponse,
    DeleteRequest: DeleteResponse,
    GetUniqueMetricVariantsRequest: GetUniqueMetricVariantsResponse,
    GetHyperParametersRequest: GetHyperParametersResponse,
}