from collections import Iterable
from datetime import datetime, timedelta
from decimal import Decimal, ROUND_HALF_EVEN, ROUND_UP
from distutils.version import StrictVersion
from typing import Set, Union
from uuid import uuid4

import inflection
from boltons import urlutils
from citext import CIText
from flask import current_app as app, g
from sqlalchemy import BigInteger, Boolean, CheckConstraint, Column, DateTime, Enum as DBEnum, \
    Float, ForeignKey, Interval, JSON, Numeric, SmallInteger, Unicode, event, orm, Integer
from sqlalchemy.dialects.postgresql import UUID
from sqlalchemy.ext.declarative import declared_attr
from sqlalchemy.ext.orderinglist import ordering_list
from sqlalchemy.orm import backref, relationship, validates
from sqlalchemy.orm.events import AttributeEvents as Events
from sqlalchemy.util import OrderedSet
from teal.db import ArrayOfEnum, CASCADE, CASCADE_OWN, INHERIT_COND, IP, POLYMORPHIC_ID, \
    POLYMORPHIC_ON, StrictVersionType, URL, check_lower, check_range
from teal.enums import Country, Currency, Subdivision
from teal.marshmallow import ValidationError
from teal.resource import url_for_resource

from ereuse_devicehub.db import db
from ereuse_devicehub.resources.agent.models import Agent
from ereuse_devicehub.resources.device.models import Component, Computer, DataStorage, Desktop, \
    Device, Laptop, Server
from ereuse_devicehub.resources.enums import AppearanceRange, Bios, \
    FunctionalityRange, PriceSoftware, RATE_NEGATIVE, RATE_POSITIVE, RatingRange, RatingSoftware, \
    ReceiverRole, SnapshotExpectedEvents, SnapshotSoftware, TestDataStorageLength
from ereuse_devicehub.resources.models import STR_SM_SIZE, Thing
from ereuse_devicehub.resources.user.models import User


class JoinedTableMixin:
    # noinspection PyMethodParameters
    @declared_attr
    def id(cls):
        return Column(UUID(as_uuid=True), ForeignKey(Event.id), primary_key=True)


class Event(Thing):
    id = Column(UUID(as_uuid=True), primary_key=True, default=uuid4)
    type = Column(Unicode, nullable=False)
    name = Column(CIText(), default='', nullable=False)
    name.comment = """
        A name or title for the event. Used when searching for events.
    """
    incidence = Column(Boolean, default=False, nullable=False)
    incidence.comment = """
        Should this event be reviewed due some anomaly?
    """
    closed = Column(Boolean, default=True, nullable=False)
    closed.comment = """
        Whether the author has finished the event.
        After this is set to True, no modifications are allowed.
        By default events are closed when performed.
    """
    error = Column(Boolean, default=False, nullable=False)
    error.comment = """
        Did the event fail?
        For example, a failure in ``Erase`` means that the data storage
        unit did not erase correctly.
    """
    description = Column(Unicode, default='', nullable=False)
    description.comment = """
        A comment about the event.
    """
    start_time = Column(db.TIMESTAMP(timezone=True))
    start_time.comment = """
       When the action starts. For some actions like reservations 
       the time when they are available, for others like renting
       when the renting starts.
    """
    end_time = Column(db.TIMESTAMP(timezone=True))
    end_time.comment = """
        When the action ends. For some actions like reservations
        the time when they expire, for others like renting
        the time the end rents. For punctual actions it is the time 
        they are performed; it differs with ``created`` in which
        created is the where the system received the action.
    """

    snapshot_id = Column(UUID(as_uuid=True), ForeignKey('snapshot.id',
                                                        use_alter=True,
                                                        name='snapshot_events'))
    snapshot = relationship('Snapshot',
                            backref=backref('events',
                                            lazy=True,
                                            cascade=CASCADE_OWN,
                                            collection_class=set),
                            primaryjoin='Event.snapshot_id == Snapshot.id')

    author_id = Column(UUID(as_uuid=True),
                       ForeignKey(User.id),
                       nullable=False,
                       default=lambda: g.user.id)
    # todo compute the org
    author = relationship(User,
                          backref=backref('authored_events', lazy=True, collection_class=set),
                          primaryjoin=author_id == User.id)
    author_id.comment = """
    The user that recorded this action in the system.
     
    This does not necessarily has to be the person that produced
    the action in the real world. For that purpose see
    ``agent``.
    """

    agent_id = Column(UUID(as_uuid=True),
                      ForeignKey(Agent.id),
                      nullable=False,
                      default=lambda: g.user.individual.id)
    # todo compute the org
    agent = relationship(Agent,
                         backref=backref('events_agent',
                                         lazy=True,
                                         collection_class=OrderedSet,
                                         order_by=lambda: Event.created),
                         primaryjoin=agent_id == Agent.id)
    agent_id.comment = """
    The direct performer or driver of the action. e.g. John wrote a book.
    
    It can differ with the user that registered the action in the
    system, which can be in their behalf.
    """

    components = relationship(Component,
                              backref=backref('events_components',
                                              lazy=True,
                                              order_by=lambda: Event.created,
                                              collection_class=OrderedSet),
                              secondary=lambda: EventComponent.__table__,
                              order_by=lambda: Component.id,
                              collection_class=OrderedSet)
    components.comment = """
    The components that are affected by the event.
    
    When performing events to parent devices their components are
    affected too.
    
    For example: an ``Allocate`` is performed to a Computer and this
    relationship is filled with the components the computer had
    at the time of the event.
    
    For Add and Remove though, this has another meaning: the components
    that are added or removed.
    """
    parent_id = Column(BigInteger, ForeignKey(Computer.id))
    parent = relationship(Computer,
                          backref=backref('events_parent',
                                          lazy=True,
                                          order_by=lambda: Event.created,
                                          collection_class=OrderedSet),
                          primaryjoin=parent_id == Computer.id)
    parent_id.comment = """
    For events that are performed to components, the device parent
    at that time.
    
    For example: for a ``EraseBasic`` performed on a data storage, this
    would point to the computer that contained this data storage, if any.
    """

    @property
    def url(self) -> urlutils.URL:
        """The URL where to GET this event."""
        return urlutils.URL(url_for_resource(Event, item_id=self.id))

    # noinspection PyMethodParameters
    @declared_attr
    def __mapper_args__(cls):
        """
        Defines inheritance.

        From `the guide <http://docs.sqlalchemy.org/en/latest/orm/
        extensions/declarative/api.html
        #sqlalchemy.ext.declarative.declared_attr>`_
        """
        args = {POLYMORPHIC_ID: cls.t}
        if cls.t == 'Event':
            args[POLYMORPHIC_ON] = cls.type
        if JoinedTableMixin in cls.mro():
            args[INHERIT_COND] = cls.id == Event.id
        return args

    @validates('end_time')
    def validate_end_time(self, _, end_time: datetime):
        if self.start_time and end_time <= self.start_time:
            raise ValidationError('The event cannot finish before it starts.')
        return end_time

    @validates('start_time')
    def validate_start_time(self, _, start_time: datetime):
        if self.end_time and start_time >= self.end_time:
            raise ValidationError('The event cannot start after it finished.')
        return start_time

    @property
    def _err_str(self):
        return '❌ Error.' if self.error else '✓'

    @property
    def _date_str(self):
        return '{:%c}'.format(self.end_time or self.created)

    def __str__(self) -> str:
        return '{}'.format(self._err_str)


class EventComponent(db.Model):
    device_id = Column(BigInteger, ForeignKey(Component.id), primary_key=True)
    event_id = Column(UUID(as_uuid=True), ForeignKey(Event.id), primary_key=True)


class JoinedWithOneDeviceMixin:
    # noinspection PyMethodParameters
    @declared_attr
    def id(cls):
        return Column(UUID(as_uuid=True), ForeignKey(EventWithOneDevice.id), primary_key=True)


class EventWithOneDevice(JoinedTableMixin, Event):
    device_id = Column(BigInteger, ForeignKey(Device.id), nullable=False)
    device = relationship(Device,
                          backref=backref('events_one',
                                          lazy=True,
                                          cascade=CASCADE,
                                          order_by=lambda: EventWithOneDevice.created,
                                          collection_class=OrderedSet),
                          primaryjoin=Device.id == device_id)

    def __repr__(self) -> str:
        return '<{0.t} {0.id!r} device={0.device!r}>'.format(self)

    @declared_attr
    def __mapper_args__(cls):
        """
        Defines inheritance.

        From `the guide <http://docs.sqlalchemy.org/en/latest/orm/
        extensions/declarative/api.html
        #sqlalchemy.ext.declarative.declared_attr>`_
        """
        args = {POLYMORPHIC_ID: cls.t}
        if cls.t == 'EventWithOneDevice':
            args[POLYMORPHIC_ON] = cls.type
        return args


class EventWithMultipleDevices(Event):
    devices = relationship(Device,
                           backref=backref('events_multiple',
                                           lazy=True,
                                           order_by=lambda: EventWithMultipleDevices.created,
                                           collection_class=OrderedSet),
                           secondary=lambda: EventDevice.__table__,
                           order_by=lambda: Device.id,
                           collection_class=OrderedSet)

    def __repr__(self) -> str:
        return '<{0.t} {0.id!r} devices={0.devices!r}>'.format(self)


class EventDevice(db.Model):
    device_id = Column(BigInteger, ForeignKey(Device.id), primary_key=True)
    event_id = Column(UUID(as_uuid=True), ForeignKey(EventWithMultipleDevices.id),
                      primary_key=True)


class Add(EventWithOneDevice):
    pass


class Remove(EventWithOneDevice):
    pass


class Allocate(JoinedTableMixin, EventWithMultipleDevices):
    to_id = Column(UUID, ForeignKey(User.id))
    to = relationship(User, primaryjoin=User.id == to_id)
    organization = Column(CIText())


class Deallocate(JoinedTableMixin, EventWithMultipleDevices):
    from_id = Column(UUID, ForeignKey(User.id))
    from_rel = relationship(User, primaryjoin=User.id == from_id)
    organization = Column(CIText())


class EraseBasic(JoinedWithOneDeviceMixin, EventWithOneDevice):
    zeros = Column(Boolean, nullable=False)
    zeros.comment = """
        Whether this erasure had a first erasure step consisting of
        only writing zeros.
    """

    # todo return erasure properties like num steps, if it is british...

    def __str__(self) -> str:
        return '{} on {}.'.format(self._err_str, self.end_time)


class EraseSectors(EraseBasic):
    pass


class Step(db.Model):
    erasure_id = Column(UUID(as_uuid=True), ForeignKey(EraseBasic.id), primary_key=True)
    type = Column(Unicode(STR_SM_SIZE), nullable=False)
    num = Column(SmallInteger, primary_key=True)
    error = Column(Boolean, default=False, nullable=False)
    start_time = Column(DateTime, nullable=False)
    start_time.comment = Event.start_time.comment
    end_time = Column(DateTime, CheckConstraint('end_time > start_time'), nullable=False)
    end_time.comment = Event.end_time.comment

    erasure = relationship(EraseBasic,
                           backref=backref('steps',
                                           cascade=CASCADE_OWN,
                                           order_by=num,
                                           collection_class=ordering_list('num')))

    # noinspection PyMethodParameters
    @declared_attr
    def __mapper_args__(cls):
        """
        Defines inheritance.

        From `the guide <http://docs.sqlalchemy.org/en/latest/orm/
        extensions/declarative/api.html
        #sqlalchemy.ext.declarative.declared_attr>`_
        """
        args = {POLYMORPHIC_ID: cls.t}
        if cls.t == 'Step':
            args[POLYMORPHIC_ON] = cls.type
        return args


class StepZero(Step):
    pass


class StepRandom(Step):
    pass


class Snapshot(JoinedWithOneDeviceMixin, EventWithOneDevice):
    uuid = Column(UUID(as_uuid=True), unique=True)
    version = Column(StrictVersionType(STR_SM_SIZE), nullable=False)
    software = Column(DBEnum(SnapshotSoftware), nullable=False)
    elapsed = Column(Interval)
    elapsed.comment = """
        For Snapshots made with Workbench, the total amount of time
        it took to complete.
    """
    expected_events = Column(ArrayOfEnum(DBEnum(SnapshotExpectedEvents)))

    def __str__(self) -> str:
        return '{}. {} version {}.'.format(self._err_str, self.software, self.version)


class Install(JoinedWithOneDeviceMixin, EventWithOneDevice):
    elapsed = Column(Interval, nullable=False)


class SnapshotRequest(db.Model):
    id = Column(UUID(as_uuid=True), ForeignKey(Snapshot.id), primary_key=True)
    request = Column(JSON, nullable=False)
    snapshot = relationship(Snapshot,
                            backref=backref('request',
                                            lazy=True,
                                            uselist=False,
                                            cascade=CASCADE_OWN))


class Rate(JoinedWithOneDeviceMixin, EventWithOneDevice):
    rating = Column(Float(decimal_return_scale=2), check_range('rating', *RATE_POSITIVE))
    rating.comment = """The rating for the content."""
    software = Column(DBEnum(RatingSoftware))
    software.comment = """The algorithm used to produce this rating."""
    version = Column(StrictVersionType)
    version.comment = """The version of the software."""
    appearance = Column(Float(decimal_return_scale=2), check_range('appearance', *RATE_NEGATIVE))
    functionality = Column(Float(decimal_return_scale=2),
                           check_range('functionality', *RATE_NEGATIVE))

    @property
    def rating_range(self) -> RatingRange:
        if self.rating:
            return RatingRange.from_score(self.rating)

    @declared_attr
    def __mapper_args__(cls):
        """
        Defines inheritance.

        From `the guide <http://docs.sqlalchemy.org/en/latest/orm/
        extensions/declarative/api.html
        #sqlalchemy.ext.declarative.declared_attr>`_
        """
        args = {POLYMORPHIC_ID: cls.t}
        if cls.t == 'Rate':
            args[POLYMORPHIC_ON] = cls.type
        return args

    def __str__(self) -> str:
        return '{} ({} v.{})'.format(self.rating_range, self.software, self.version)


class IndividualRate(Rate):
    pass


class ManualRate(IndividualRate):
    id = Column(UUID(as_uuid=True), ForeignKey(Rate.id), primary_key=True)
    labelling = Column(Boolean)
    labelling.comment = """Sets if there are labels stuck that should
    be removed.
    """
    appearance_range = Column(DBEnum(AppearanceRange))
    appearance_range.comment = AppearanceRange.__doc__
    functionality_range = Column(DBEnum(FunctionalityRange))
    functionality_range.comment = FunctionalityRange.__doc__

    def __str__(self) -> str:
        return super().__str__() + '. Appearance {} and functionality {}'.format(
            self.appearance_range,
            self.functionality_range
        )


class WorkbenchRate(ManualRate):
    id = Column(UUID(as_uuid=True), ForeignKey(ManualRate.id), primary_key=True)
    processor = Column(Float(decimal_return_scale=2), check_range('processor', *RATE_POSITIVE))
    ram = Column(Float(decimal_return_scale=2), check_range('ram', *RATE_POSITIVE))
    data_storage = Column(Float(decimal_return_scale=2),
                          check_range('data_storage', *RATE_POSITIVE))
    graphic_card = Column(Float(decimal_return_scale=2),
                          check_range('graphic_card', *RATE_POSITIVE))
    bios = Column(Float(decimal_return_scale=2),
                  check_range('bios', *RATE_POSITIVE))
    bios_range = Column(DBEnum(Bios))
    bios_range.comment = Bios.__doc__

    # todo ensure for WorkbenchRate version and software are not None when inserting them

    def ratings(self):
        """
        Computes all the possible rates taking this rating as a model.

        Returns a set of ratings, including this one, which is mutated.
        """
        from ereuse_devicehub.resources.event.rate.main import main
        return main(self, **app.config.get_namespace('WORKBENCH_RATE_'))

    @property
    def data_storage_range(self):
        if self.data_storage:
            return RatingRange.from_score(self.data_storage)

    @property
    def ram_range(self):
        if self.ram:
            return RatingRange.from_score(self.ram)

    @property
    def processor_range(self):
        if self.processor:
            return RatingRange.from_score(self.processor)

    @property
    def graphic_card_range(self):
        if self.graphic_card:
            return RatingRange.from_score(self.graphic_card)


class AggregateRate(Rate):
    id = Column(UUID(as_uuid=True), ForeignKey(Rate.id), primary_key=True)
    manual_id = Column(UUID(as_uuid=True), ForeignKey(ManualRate.id))
    manual_id.comment = """The ManualEvent used to generate this
    aggregation, or None if none used.

    An example of ManualEvent is using the web or the Android app
    to rate a device.
    """
    manual = relationship(ManualRate,
                          backref=backref('aggregate_rate_manual',
                                          lazy=True,
                                          order_by=lambda: AggregateRate.created,
                                          collection_class=OrderedSet),
                          primaryjoin=manual_id == ManualRate.id)
    workbench_id = Column(UUID(as_uuid=True), ForeignKey(WorkbenchRate.id))
    workbench_id.comment = """The WorkbenchRate used to generate
    this aggregation, or None if none used.
    """
    workbench = relationship(WorkbenchRate,
                             backref=backref('aggregate_rate_workbench',
                                             lazy=True,
                                             order_by=lambda: AggregateRate.created,
                                             collection_class=OrderedSet),
                             primaryjoin=workbench_id == WorkbenchRate.id)

    def __init__(self, *args, **kwargs) -> None:
        kwargs.setdefault('version', StrictVersion('1.0'))
        super().__init__(*args, **kwargs)

    # todo take value from LAST event (manual or workbench)

    @property
    def processor(self):
        return self.workbench.processor

    @property
    def ram(self):
        return self.workbench.ram

    @property
    def data_storage(self):
        return self.workbench.data_storage

    @property
    def graphic_card(self):
        return self.workbench.graphic_card

    @property
    def data_storage_range(self):
        return self.workbench.data_storage_range

    @property
    def ram_range(self):
        return self.workbench.ram_range

    @property
    def processor_range(self):
        return self.workbench.processor_range

    @property
    def graphic_card_range(self):
        return self.workbench.graphic_card_range

    @property
    def bios(self):
        return self.workbench.bios

    @property
    def functionality_range(self):
        return self.workbench.functionality_range

    @property
    def appearance_range(self):
        return self.workbench.appearance_range

    @property
    def bios_range(self):
        return self.workbench.bios_range

    @property
    def labelling(self):
        return self.workbench.labelling

    @classmethod
    def from_workbench_rate(cls, rate: WorkbenchRate):
        aggregate = cls()
        aggregate.rating = rate.rating
        aggregate.software = rate.software
        aggregate.appearance = rate.appearance
        aggregate.functionality = rate.functionality
        aggregate.device = rate.device
        aggregate.workbench = rate
        return aggregate


class Price(JoinedWithOneDeviceMixin, EventWithOneDevice):
    SCALE = 4
    ROUND = ROUND_HALF_EVEN
    currency = Column(DBEnum(Currency), nullable=False)
    currency.comment = """The currency of this price as for ISO 4217."""
    price = Column(Numeric(precision=19, scale=SCALE), check_range('price', 0), nullable=False)
    price.comment = """The value."""
    software = Column(DBEnum(PriceSoftware))
    software.comment = """The software used to compute this price,
    if the price was computed automatically. This field is None
    if the price has been manually set.
    """
    version = Column(StrictVersionType)
    version.comment = """The version of the software, or None."""
    rating_id = Column(UUID(as_uuid=True), ForeignKey(AggregateRate.id))
    rating_id.comment = """The AggregateRate used to auto-compute
    this price, if it has not been set manually."""
    rating = relationship(AggregateRate,
                          backref=backref('price',
                                          lazy=True,
                                          cascade=CASCADE_OWN,
                                          uselist=False),
                          primaryjoin=AggregateRate.id == rating_id)

    def __init__(self, *args, **kwargs) -> None:
        if 'price' in kwargs:
            assert isinstance(kwargs['price'], Decimal), 'Price must be a Decimal'
        super().__init__(currency=kwargs.pop('currency', app.config['PRICE_CURRENCY']), *args,
                         **kwargs)

    @classmethod
    def to_price(cls, value: Union[Decimal, float], rounding=ROUND) -> Decimal:
        """Returns a Decimal value with the correct scale for Price.price."""
        if isinstance(value, float):
            value = Decimal(value)
        # equation from marshmallow.fields.Decimal
        return value.quantize(Decimal((0, (1,), -cls.SCALE)), rounding=rounding)

    @declared_attr
    def __mapper_args__(cls):
        """
        Defines inheritance.

        From `the guide <http://docs.sqlalchemy.org/en/latest/orm/
        extensions/declarative/api.html
        #sqlalchemy.ext.declarative.declared_attr>`_
        """
        args = {POLYMORPHIC_ID: cls.t}
        if cls.t == 'Price':
            args[POLYMORPHIC_ON] = cls.type
        return args

    def __str__(self) -> str:
        return '{0:0.2f} {1}'.format(self.price, self.currency)


class EreusePrice(Price):
    """A Price class that auto-computes its amount by"""
    MULTIPLIER = {
        Desktop: 20,
        Laptop: 30
    }

    class Type:
        def __init__(self, percentage: float, price: Decimal) -> None:
            # see https://stackoverflow.com/a/29651462 for the - 0.005
            self.amount = EreusePrice.to_price(price * Decimal(percentage))
            self.percentage = EreusePrice.to_price(price * Decimal(percentage))
            self.percentage = round(percentage - 0.005, 2)

    class Service:
        REFURBISHER, PLATFORM, RETAILER = 0, 1, 2
        STANDARD, WARRANTY2 = 'STD', 'WR2'
        SCHEMA = {
            Desktop: {
                RatingRange.HIGH: {
                    STANDARD: (0.35125, 0.204375, 0.444375),
                    WARRANTY2: (0.47425, 0.275875, 0.599875)
                },
                RatingRange.MEDIUM: {
                    STANDARD: (0.385, 0.2558333333, 0.3591666667),
                    WARRANTY2: (0.539, 0.3581666667, 0.5028333333)
                },
                RatingRange.LOW: {
                    STANDARD: (0.5025, 0.30875, 0.18875),
                },
            },
            Laptop: {
                RatingRange.HIGH: {
                    STANDARD: (0.3469230769, 0.195, 0.4580769231),
                    WARRANTY2: (0.4522307692, 0.2632307692, 0.6345384615)
                },
                RatingRange.MEDIUM: {
                    STANDARD: (0.382, 0.1735, 0.4445),
                    WARRANTY2: (0.5108, 0.2429, 0.6463)
                },
                RatingRange.LOW: {
                    STANDARD: (0.4528571429, 0.2264285714, 0.3207142857),
                }
            }
        }
        SCHEMA[Server] = SCHEMA[Desktop]

        def __init__(self, device, rating_range, role, price: Decimal) -> None:
            cls = device.__class__ if device.__class__ != Server else Desktop
            rate = self.SCHEMA[cls][rating_range]
            self.standard = EreusePrice.Type(rate[self.STANDARD][role], price)
            if self.WARRANTY2 in rate:
                self.warranty2 = EreusePrice.Type(rate[self.WARRANTY2][role], price)

    def __init__(self, rating: AggregateRate, **kwargs) -> None:
        if rating.rating_range == RatingRange.VERY_LOW:
            raise ValueError('Cannot compute price for Range.VERY_LOW')
        # We pass ROUND_UP strategy so price is always greater than what refurbisher... amounts
        price = self.to_price(rating.rating * self.MULTIPLIER[rating.device.__class__], ROUND_UP)
        super().__init__(rating=rating,
                         device=rating.device,
                         price=price,
                         software=kwargs.pop('software', app.config['PRICE_SOFTWARE']),
                         version=kwargs.pop('version', app.config['PRICE_VERSION']),
                         **kwargs)
        self._compute()

    @orm.reconstructor
    def _compute(self):
        """
        Calculates eReuse.org prices when initializing the
        instance from the price and other properties.
        """
        self.refurbisher = self._service(self.Service.REFURBISHER)
        self.retailer = self._service(self.Service.RETAILER)
        self.platform = self._service(self.Service.PLATFORM)
        if hasattr(self.refurbisher, 'warranty2'):
            self.warranty2 = round(self.refurbisher.warranty2.amount
                                   + self.retailer.warranty2.amount
                                   + self.platform.warranty2.amount, 2)

    def _service(self, role):
        return self.Service(self.device, self.rating.rating_range, role, self.price)


class Test(JoinedWithOneDeviceMixin, EventWithOneDevice):
    elapsed = Column(Interval, nullable=False)

    @declared_attr
    def __mapper_args__(cls):
        """
        Defines inheritance.

        From `the guide <http://docs.sqlalchemy.org/en/latest/orm/
        extensions/declarative/api.html
        #sqlalchemy.ext.declarative.declared_attr>`_
        """
        args = {POLYMORPHIC_ID: cls.t}
        if cls.t == 'Test':
            args[POLYMORPHIC_ON] = cls.type
        return args


class TestDataStorage(Test):
    id = Column(UUID(as_uuid=True), ForeignKey(Test.id), primary_key=True)
    length = Column(DBEnum(TestDataStorageLength), nullable=False)  # todo from type
    status = Column(Unicode(), check_lower('status'), nullable=False)
    lifetime = Column(Interval)
    assessment = Column(Boolean)
    reallocated_sector_count = Column(SmallInteger)
    power_cycle_count = Column(SmallInteger)
    reported_uncorrectable_errors = Column(SmallInteger)
    command_timeout = Column(Integer)
    current_pending_sector_count = Column(SmallInteger)
    offline_uncorrectable = Column(SmallInteger)
    remaining_lifetime_percentage = Column(SmallInteger)

    def __init__(self, **kwargs) -> None:
        super().__init__(**kwargs)
        # As of https://www.backblaze.com/blog/hard-drive-smart-stats/ and
        # https://www.backblaze.com/blog-smart-stats-2014-8.html
        # We can guess some future disk failures by analyzing some
        # SMART data
        if (self.reallocated_sector_count or 0) > 10:
            self.incidence = True
            self.description = 'Warning: Chance of disk failure within a year.'
        if (self.current_pending_sector_count or 0) > 40 \
                and (self.reported_uncorrectable_errors or 0) > 10:
            self.incidence = True
            self.description = 'Warning: Chance of disk failure within a year.'
        if not self.assessment:
            self.incidence = True
            self.description = 'Warning: Drive failure expected soon.'

    def __str__(self) -> str:
        t = inflection.humanize(self.status)
        if self.lifetime:
            t += ' with a lifetime of {:.1f} years.'.format(self.lifetime.days / 365)
        t += self.description
        return t


class StressTest(Test):

    @validates('elapsed')
    def is_minute_and_bigger_than_1_minute(self, _, value: timedelta):
        seconds = value.total_seconds()
        assert not bool(seconds % 60)
        assert seconds >= 60
        return value

    def __str__(self) -> str:
        return '{}. Computing for {}'.format(self._err_str, self.elapsed)


class Benchmark(JoinedWithOneDeviceMixin, EventWithOneDevice):
    elapsed = Column(Interval)

    @declared_attr
    def __mapper_args__(cls):
        """
        Defines inheritance.

        From `the guide <http://docs.sqlalchemy.org/en/latest/orm/
        extensions/declarative/api.html
        #sqlalchemy.ext.declarative.declared_attr>`_
        """
        args = {POLYMORPHIC_ID: cls.t}
        if cls.t == 'Benchmark':
            args[POLYMORPHIC_ON] = cls.type
        return args


class BenchmarkDataStorage(Benchmark):
    id = Column(UUID(as_uuid=True), ForeignKey(Benchmark.id), primary_key=True)
    read_speed = Column(Float(decimal_return_scale=2), nullable=False)
    write_speed = Column(Float(decimal_return_scale=2), nullable=False)

    def __str__(self) -> str:
        return 'Read: {} MB/s, write: {} MB/s'.format(self.read_speed, self.write_speed)


class BenchmarkWithRate(Benchmark):
    id = Column(UUID(as_uuid=True), ForeignKey(Benchmark.id), primary_key=True)
    rate = Column(Float, nullable=False)

    def __str__(self) -> str:
        return '{} points'.format(self.rate)


class BenchmarkProcessor(BenchmarkWithRate):
    pass


class BenchmarkProcessorSysbench(BenchmarkProcessor):
    pass


class BenchmarkRamSysbench(BenchmarkWithRate):
    pass


class ToRepair(EventWithMultipleDevices):
    pass


class Repair(EventWithMultipleDevices):
    pass


class ReadyToUse(EventWithMultipleDevices):
    pass


class ToPrepare(EventWithMultipleDevices):
    pass


class Prepare(EventWithMultipleDevices):
    pass


class Live(JoinedWithOneDeviceMixin, EventWithOneDevice):
    ip = Column(IP, nullable=False,
                comment='The IP where the live was triggered.')
    subdivision_confidence = Column(SmallInteger,
                                    check_range('subdivision_confidence', 0, 100),
                                    nullable=False)
    subdivision = Column(DBEnum(Subdivision), nullable=False)
    city = Column(Unicode(STR_SM_SIZE), check_lower('city'), nullable=False)
    city_confidence = Column(SmallInteger,
                             check_range('city_confidence', 0, 100),
                             nullable=False)
    isp = Column(Unicode(STR_SM_SIZE), check_lower('isp'), nullable=False)
    organization = Column(Unicode(STR_SM_SIZE), check_lower('organization'))
    organization_type = Column(Unicode(STR_SM_SIZE), check_lower('organization_type'))

    @property
    def country(self) -> Country:
        return self.subdivision.country
    # todo relate to snapshot
    # todo testing


class Organize(JoinedTableMixin, EventWithMultipleDevices):
    pass


class Reserve(Organize):
    pass


class CancelReservation(Organize):
    pass


class Trade(JoinedTableMixin, EventWithMultipleDevices):
    shipping_date = Column(DateTime)
    shipping_date.comment = """
            When are the devices going to be ready for shipping?
        """
    invoice_number = Column(CIText())
    invoice_number.comment = """
            The id of the invoice so they can be linked.
        """
    price_id = Column(UUID(as_uuid=True), ForeignKey(Price.id))
    price = relationship(Price,
                         backref=backref('trade', lazy=True, uselist=False),
                         primaryjoin=price_id == Price.id)
    price_id.comment = """
            The price set for this trade.
            
            If no price is set it is supposed that the trade was
            not payed, usual in donations.
        """
    to_id = Column(UUID(as_uuid=True), ForeignKey(Agent.id), nullable=False)
    # todo compute the org
    to = relationship(Agent,
                      backref=backref('events_to',
                                      lazy=True,
                                      collection_class=OrderedSet,
                                      order_by=lambda: Event.created),
                      primaryjoin=to_id == Agent.id)
    to_comment = """
        The agent that gets the device due this deal.
    """
    confirms_id = Column(UUID(as_uuid=True), ForeignKey(Organize.id))
    confirms = relationship(Organize,
                            backref=backref('confirmation', lazy=True, uselist=False),
                            primaryjoin=confirms_id == Organize.id)
    confirms_id.comment = """
            An organize action that this association confirms.
            
            For example, a ``Sell`` or ``Rent``
            can confirm a ``Reserve`` action.
        """


class Sell(Trade):
    pass


class Donate(Trade):
    pass


class Rent(Trade):
    pass


class CancelTrade(Trade):
    pass


class ToDisposeProduct(Trade):
    pass


class DisposeProduct(Trade):
    pass


class Receive(JoinedTableMixin, EventWithMultipleDevices):
    role = Column(DBEnum(ReceiverRole),
                  nullable=False,
                  default=ReceiverRole.Intermediary)


class Migrate(JoinedTableMixin, EventWithMultipleDevices):
    other = Column(URL(), nullable=False)
    other.comment = """
        The URL of the Migrate in the other end.
    """


class MigrateTo(Migrate):
    pass


class MigrateFrom(Migrate):
    pass


# Listeners
# Listeners validate values and keep relationships synced

# The following listeners avoids setting values to events that
# do not make sense. For example, EraseBasic to a graphic card.

@event.listens_for(TestDataStorage.device, Events.set.__name__, propagate=True)
@event.listens_for(Install.device, Events.set.__name__, propagate=True)
@event.listens_for(EraseBasic.device, Events.set.__name__, propagate=True)
def validate_device_is_data_storage(target: Event, value: DataStorage, old_value, initiator):
    """Validates that the device for data-storage events is effectively a data storage."""
    if value and not isinstance(value, DataStorage):
        raise TypeError('{} must be a DataStorage but you passed {}'.format(initiator.impl, value))


@event.listens_for(BenchmarkRamSysbench.device, Events.set.__name__, propagate=True)
def events_not_for_components(target: Event, value: Device, old_value, initiator):
    """Validates events that cannot be performed to components."""
    if isinstance(value, Component):
        raise TypeError('{!r} cannot be performed to a component ({!r}).'.format(target, value))


# The following listeners keep relationships with device <-> components synced with the event
# So, if you add or remove devices from events these listeners will
# automatically add/remove the ``components`` and ``parent`` of such events
# See the tests for examples

@event.listens_for(EventWithOneDevice.device, Events.set.__name__, propagate=True)
def update_components_event_one(target: EventWithOneDevice, device: Device, __, ___):
    """
    Syncs the :attr:`.Event.components` with the components in
    :attr:`ereuse_devicehub.resources.device.models.Computer.components`.
    """
    # For Add and Remove, ``components`` have different meanings
    # see Event.components for more info
    if not isinstance(target, (Add, Remove)):
        target.components.clear()
        if isinstance(device, Computer):
            target.components |= device.components


@event.listens_for(EventWithMultipleDevices.devices, Events.init_collection.__name__,
                   propagate=True)
@event.listens_for(EventWithMultipleDevices.devices, Events.bulk_replace.__name__, propagate=True)
@event.listens_for(EventWithMultipleDevices.devices, Events.append.__name__, propagate=True)
def update_components_event_multiple(target: EventWithMultipleDevices,
                                     value: Union[Set[Device], Device], _):
    """
    Syncs the :attr:`.Event.components` with the components in
    :attr:`ereuse_devicehub.resources.device.models.Computer.components`.
    """
    target.components.clear()
    devices = value if isinstance(value, Iterable) else {value}
    for device in devices:
        if isinstance(device, Computer):
            target.components |= device.components


@event.listens_for(EventWithMultipleDevices.devices, Events.remove.__name__, propagate=True)
def remove_components_event_multiple(target: EventWithMultipleDevices, device: Device, __):
    """
    Syncs the :attr:`.Event.components` with the components in
    :attr:`ereuse_devicehub.resources.device.models.Computer.components`.
    """
    target.components.clear()
    for device in target.devices - {device}:
        if isinstance(device, Computer):
            target.components |= device.components


@event.listens_for(EraseBasic.device, Events.set.__name__, propagate=True)
@event.listens_for(Test.device, Events.set.__name__, propagate=True)
@event.listens_for(Install.device, Events.set.__name__, propagate=True)
@event.listens_for(Benchmark.device, Events.set.__name__, propagate=True)
def update_parent(target: Union[EraseBasic, Test, Install], device: Device, _, __):
    """
    Syncs the :attr:`Event.parent` with the parent of the device.
    """
    target.parent = None
    if isinstance(device, Component):
        target.parent = device.parent