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 Optional, Set, Union from uuid import uuid4 import inflection import teal.db from boltons import urlutils from citext import CIText from flask import current_app as app, g from sqlalchemy import BigInteger, Boolean, CheckConstraint, Column, Enum as DBEnum, \ Float, ForeignKey, Integer, Interval, JSON, Numeric, SmallInteger, Unicode, event, orm 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_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, ErasureStandards, \ FunctionalityRange, PhysicalErasureMethod, PriceSoftware, RATE_NEGATIVE, RATE_POSITIVE, \ RatingRange, RatingSoftware, ReceiverRole, Severity, 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): """Event performed on a device. This class extends `Schema's Action `_. """ 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. """ severity = Column(teal.db.IntEnum(Severity), default=Severity.Info, nullable=False) severity.comment = Severity.__doc__ 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. """ 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. """ __table_args__ = ( db.Index('ix_id', id, postgresql_using='hash'), db.Index('ix_type', type, postgresql_using='hash'), db.Index('ix_parent_id', parent_id, postgresql_using='hash') ) @property def elapsed(self): """Returns the elapsed time with seconds precision.""" t = self.end_time - self.start_time return timedelta(seconds=t.seconds) @property def url(self) -> urlutils.URL: """The URL where to GET this event.""" return urlutils.URL(url_for_resource(Event, item_id=self.id)) @property def certificate(self) -> Optional[urlutils.URL]: return None # noinspection PyMethodParameters @declared_attr def __mapper_args__(cls): """ Defines inheritance. From `the guide `_ """ args = {POLYMORPHIC_ID: cls.t} if cls.t == 'Event': args[POLYMORPHIC_ON] = cls.type # noinspection PyUnresolvedReferences 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 date_str(self): return '{:%c}'.format(self.end_time or self.created) def __str__(self) -> str: return '{}'.format(self.severity) def __repr__(self): return '<{0.t} {0.id} {0.severity}>'.format(self) 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_OWN, order_by=lambda: EventWithOneDevice.created, collection_class=OrderedSet), primaryjoin=Device.id == device_id) __table_args__ = ( db.Index('event_one_device_id_index', device_id, postgresql_using='hash'), ) def __repr__(self) -> str: return '<{0.t} {0.id} {0.severity} device={0.device!r}>'.format(self) @declared_attr def __mapper_args__(cls): """ Defines inheritance. From `the guide `_ """ 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} {0.severity} 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): """The act of adding components to a device. It is usually used internally from a :class:`.Snapshot`, for example, when adding a secondary data storage to a computer. """ class Remove(EventWithOneDevice): """The act of removing components from a device. It is usually used internally from a :class:`.Snapshot`, for example, when removing a component from a broken computer. """ 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): """An erasure attempt to a ``DataStorage``. The event contains information about success and nature of the erasure. EraseBasic is a software-based fast non-100%-secured way of erasing data storage, performed by Workbench Computer when executing the open-source `shred `_. Users can generate erasure certificates from successful erasures. Erasures are an accumulation of **erasure steps**, that are performed as separate actions, called ``StepRandom``, for an erasure step that has overwritten data with random bits, and ``StepZero``, for an erasure step that has overwritten data with zeros. Erasure standards define steps and methodologies to use. Devicehub automatically shows the standards that each erasure follows. """ method = 'Shred' """The method or software used to destroy the data.""" @property def standards(self): """A set of standards that this erasure follows.""" return ErasureStandards.from_data_storage(self) @property def certificate(self): """The URL of this erasure certificate.""" # todo will this url_for_resoure work for other resources? return urlutils.URL(url_for_resource('Document', item_id=self.id)) def __str__(self) -> str: return '{} on {}.'.format(self.severity, self.date_str) def __format__(self, format_spec: str) -> str: v = '' if 't' in format_spec: v += '{} {}'.format(self.type, self.severity) if 't' in format_spec and 's' in format_spec: v += '. ' if 's' in format_spec: if self.standards: std = 'with standards {}'.format(self.standards) else: std = 'no standard' v += 'Method used: {}, {}. '.format(self.method, std) if self.end_time and self.start_time: v += '{} elapsed. '.format(self.elapsed) v += 'On {}'.format(self.date_str) return v class EraseSectors(EraseBasic): """A secured-way of erasing data storages, checking sector-by-sector the erasure, using `badblocks `_. """ method = 'Badblocks' class ErasePhysical(EraseBasic): """The act of physically destroying a data storage unit.""" method = Column(DBEnum(PhysicalErasureMethod)) 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) severity = Column(teal.db.IntEnum(Severity), default=Severity.Info, nullable=False) start_time = Column(db.TIMESTAMP(timezone=True), nullable=False) start_time.comment = Event.start_time.comment end_time = Column(db.TIMESTAMP(timezone=True), 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'))) @property def elapsed(self): """Returns the elapsed time with seconds precision.""" t = self.end_time - self.start_time return timedelta(seconds=t.seconds) # noinspection PyMethodParameters @declared_attr def __mapper_args__(cls): """ Defines inheritance. From `the guide `_ """ args = {POLYMORPHIC_ID: cls.t} if cls.t == 'Step': args[POLYMORPHIC_ON] = cls.type return args def __format__(self, format_spec: str) -> str: return '{} – {} {}'.format(self.severity, self.type, self.elapsed) class StepZero(Step): pass class StepRandom(Step): pass class Snapshot(JoinedWithOneDeviceMixin, EventWithOneDevice): """The Snapshot sets the physical information of the device (S/N, model...) and updates it with erasures, benchmarks, ratings, and tests; updates the composition of its components (adding / removing them), and links tags to the device. When receiving a Snapshot, the DeviceHub creates, adds and removes components to match the Snapshot. For example, if a Snapshot of a computer contains a new component, the system searches for the component in its database and, if not found, its creates it; finally linking it to the computer. A Snapshot is used with Remove to represent changes in components for a device: 1. ``Snapshot`` creates a device if it does not exist, and the same for its components. This is all done in one ``Snapshot``. 2. If the device exists, it updates its component composition by *adding* and *removing* them. If, for example, this new Snasphot doesn't have a component, it means that this component is not present anymore in the device, thus removing it from it. Then we have that: - Components that are added to the device: snapshot2.components - snapshot1.components - Components that are removed to the device: snapshot1.components - snapshot2.components When adding a component, there may be the case this component existed before and it was inside another device. In such case, DeviceHub will perform ``Remove`` on the old parent. **Snapshots from Workbench** When processing a device from the Workbench, this one performs a Snapshot and then performs more events (like testings, benchmarking...). There are two ways of sending this information. In an async way, this is, submitting events as soon as Workbench performs then, or submitting only one Snapshot event with all the other events embedded. **Asynced** The use case, which is represented in the ``test_workbench_phases``, is as follows: 1. In **T1**, WorkbenchServer (as the middleware from Workbench and Devicehub) submits: - A ``Snapshot`` event with the required information to **synchronize** and **rate** the device. This is: - Identification information about the device and components (S/N, model, physical characteristics...) - ``Tags`` in a ``tags`` property in the ``device``. - ``Rate`` in an ``events`` property in the ``device``. - ``Benchmarks`` in an ``events`` property in each ``component`` or ``device``. - ``TestDataStorage`` as in ``Benchmarks``. - An ordered set of **expected events**, defining which are the next events that Workbench will perform to the device in ideal conditions (device doesn't fail, no Internet drop...). Devicehub **syncs** the device with the database and perform the ``Benchmark``, the ``TestDataStorage``, and finally the ``Rate``. This leaves the Snapshot **open** to wait for the next events to come. 2. Assuming that we expect all events, in **T2**, WorkbenchServer submits a ``StressTest`` with a ``snapshot`` field containing the ID of the Snapshot in 1, and Devicehub links the event with such ``Snapshot``. 3. In **T3**, WorkbenchServer submits the ``Erase`` with the ``Snapshot`` and ``component`` IDs from 1, linking it to them. It repeats this for all the erased data storage devices; **T3+Tn** being *n* the erased data storage devices. 4. WorkbenchServer does like in 3. but for the event ``Install``, finishing in **T3+Tn+Tx**, being *x* the number of data storage devices with an OS installed into. 5. In **T3+Tn+Tx**, when all *expected events* have been performed, Devicehub **closes** the ``Snapshot`` from 1. **Synced** Optionally, Devicehub understands receiving a ``Snapshot`` with all the events in an ``events`` property inside each affected ``component`` or ``device``. """ 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.severity, self.software, self.version) class Install(JoinedWithOneDeviceMixin, EventWithOneDevice): """The action of installing an Operative System to a data storage unit. """ elapsed = Column(Interval, nullable=False) address = Column(SmallInteger, check_range('address', 8, 256)) 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): """The act of grading the appearance, performance, and functionality of a device. There are two base **types** of ``Rate``: ``WorkbenchRate``, ``ManualRate``. ``WorkbenchRate`` can have different **software** algorithms, and each software algorithm can have several **versions**. So, we have 3 dimensions for ``WorkbenchRate``: type, software, version. Devicehub generates a rate event for each software and version. So, if an agent fulfills a ``WorkbenchRate`` and there are 2 software algorithms and each has two versions, Devicehub will generate 4 rates. Devicehub understands that only one software and version are the **official** (set in the settings of each inventory), and it will generate an ``AggregateRating`` for only the official versions. At the same time, ``Price`` only computes the price of the **official** version. There are two ways of rating a device: 1. When processing the device with Workbench and the Android App. 2. Anytime after with the Android App or website. Refer to *processes* in the documentation to get more info with the process. The technical Workflow in Devicehub is as follows: 1. In **T1**, the agent performs a ``Snapshot`` by processing the device through the Workbench. From the benchmarks and the visual and functional ratings the agent does in the device, the system generates many ``WorkbenchRate`` (as many as software and versions defined). With only this information, the system generates an ``AggregateRating``, which is the event that the user will see in the web. 2. In **T2**, the agent can optionally visually re-rate the device using the mobile app, generating an ``AppRate``. This new action generates a new ``AggregateRating`` with the ``AppRate`` plus the ``WorkbenchRate`` from 1. """ rating = Column(Float(decimal_return_scale=2), check_range('rating', *RATE_POSITIVE)) rating.comment = """The rating for the content. This value is automatically set by rating algorithms. In case that no algorithm is defined per the device and type of rate, this value is None. """ 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: return RatingRange.from_score(self.rating) if self.rating else None @declared_attr def __mapper_args__(cls): """ Defines inheritance. From `the guide `_ """ 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 ) def ratings(self): raise NotImplementedError() 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, and the final :class:`.AggregateRate`. """ 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(rating=rate.rating, software=rate.software, appearance=rate.appearance, functionality=rate.functionality, device=rate.device, workbench=rate) return aggregate class Price(JoinedWithOneDeviceMixin, EventWithOneDevice): """The act of setting a trading price for the device. This does not imply that the device is ultimately traded for that price. Use the :class:`.Sell` for that. Devicehub automatically computes a price from ``AggregateRating`` events. As in a **Rate**, price can have **software** and **version**, and there is an **official** price that is used to automatically compute the price from an ``AggregateRating``. Only the official price is computed from an ``AggregateRating``. """ 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, int)): 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 `_ """ 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): """The act of setting a price by guessing it using the eReuse.org algorithm. This algorithm states that the price is the use value of the device (represented by its last :class:`.Rate`) multiplied by a constants value agreed by a circuit or platform. """ 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 not rating.rating_range or rating.rating_range == RatingRange.VERY_LOW: raise InvalidRangeForPrice() # 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): """The act of testing the physical condition of a device and its components. Testing errors and warnings are easily taken in :attr:`ereuse_devicehub.resources.device.models.Device.working`. """ elapsed = Column(Interval, nullable=False) @declared_attr def __mapper_args__(cls): """ Defines inheritance. From `the guide `_ """ args = {POLYMORPHIC_ID: cls.t} if cls.t == 'Test': args[POLYMORPHIC_ON] = cls.type return args class TestDataStorage(Test): """ The act of testing the data storage. Testing is done using the `S.M.A.R.T self test `_. Note that not all data storage units, specially some new PCIe ones, do not support SMART testing. The test takes to other SMART values indicators of the overall health of the data storage. """ 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('reported_uncorrectable_errors', Integer) 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) # Define severity # 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.severity is None: # Test finished successfully if not self.assessment: self.severity = Severity.Error elif self.current_pending_sector_count and self.current_pending_sector_count > 40 \ or self.reallocated_sector_count and self.reallocated_sector_count > 10: self.severity = Severity.Warning 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 @property def reported_uncorrectable_errors(self): return self._reported_uncorrectable_errors @reported_uncorrectable_errors.setter def reported_uncorrectable_errors(self, value): # There is no value for a stratospherically big number self._reported_uncorrectable_errors = min(value, db.PSQL_INT_MAX) class StressTest(Test): """The act of stressing (putting to the maximum capacity) a device for an amount of minutes. If the device is not in great condition won't probably survive such 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.severity, self.elapsed) class Benchmark(JoinedWithOneDeviceMixin, EventWithOneDevice): """The act of gauging the performance of a device.""" elapsed = Column(Interval) @declared_attr def __mapper_args__(cls): """ Defines inheritance. From `the guide `_ """ args = {POLYMORPHIC_ID: cls.t} if cls.t == 'Benchmark': args[POLYMORPHIC_ON] = cls.type return args class BenchmarkDataStorage(Benchmark): """Benchmarks the data storage unit reading and writing speeds.""" 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): """The act of benchmarking a device with a single rate.""" 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): """Benchmarks a processor by executing `BogoMips `_. Note that this is not a reliable way of rating processors and we keep it for compatibility purposes. """ pass class BenchmarkProcessorSysbench(BenchmarkProcessor): """Benchmarks a processor by using the processor benchmarking utility of `sysbench `_. """ class BenchmarkRamSysbench(BenchmarkWithRate): pass class ToRepair(EventWithMultipleDevices): """Select a device to be repaired.""" class Repair(EventWithMultipleDevices): """Repair is the act of performing reparations. If a repair without an error is performed, it represents that the reparation has been successful. """ class ReadyToUse(EventWithMultipleDevices): """The device is ready to be used. This involves greater preparation from the ``Prepare`` event, and users should only use a device after this event is performed. Users usually require devices with this event before shipping them to costumers. """ class ToPrepare(EventWithMultipleDevices): """The device has been selected for preparation. See Prepare for more info. Usually **ToPrepare** is the next event done after registering the device. """ pass class Prepare(EventWithMultipleDevices): """Work has been performed to the device to a defined point of acceptance. Users using this event have to agree what is this point of acceptance; for some is when the device just works, for others when some testing has been performed. """ class Live(JoinedWithOneDeviceMixin, EventWithOneDevice): """A keep-alive from a device connected to the Internet with information about its state (in the form of a ``Snapshot`` event) and usage statistics. """ 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): """The act of manipulating/administering/supervising/controlling one or more devices. """ class Reserve(Organize): """The act of reserving devices. After this event is performed, the user is the **reservee** of the devices. There can only be one non-cancelled reservation for a device, and a reservation can only have one reservee. """ class CancelReservation(Organize): """The act of cancelling a reservation.""" class Trade(JoinedTableMixin, EventWithMultipleDevices): """Trade actions log the political exchange of devices between users. Every time a trade event is performed, the old user looses its political possession, for example ownership, in favor of another user. Performing trade events changes the *Trading* state of the device —:class:`ereuse_devicehub.resources.device.states.Trading`. This class and its inheritors extend `Schema's Trade `_. """ shipping_date = Column(db.TIMESTAMP(timezone=True)) 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): """The act of taking money from a buyer in exchange of a device.""" class Donate(Trade): """The act of giving devices without compensation.""" class Rent(Trade): """The act of giving money in return for temporary use, but not ownership, of a device. """ class CancelTrade(Trade): """The act of cancelling a `Sell`_, `Donate`_ or `Rent`_.""" # todo cancelTrade does not do anything class ToDisposeProduct(Trade): """The act of setting a device for being disposed. See :class:`.DisposeProduct`. """ # todo test this class DisposeProduct(Trade): """The act of getting rid of devices by giving (selling, donating) to another organization, like a waste manager. See :class:`.ToDispose` and :class:`.DisposeProduct` for disposing without trading the device. See :class:`.DisposeWaste` and :class:`.Recover` for disposing in-house, this is, without trading the device. """ # todo For usability purposes, users might not directly perform # *DisposeProduct*, but this could automatically be done when # performing :class:`.ToDispose` + :class:`.Receive` to a # ``RecyclingCenter``. class Receive(JoinedTableMixin, EventWithMultipleDevices): """The act of physically taking delivery of a device. The receiver confirms that the devices have arrived, and thus, they are the :attr:`ereuse_devicehub.resources.device.models.Device.physical_possessor`. This differs from :class:`.Trade` in that trading changes the political possession. As an example, a transporter can *receive* a device but it is not it's owner. After the delivery, the transporter performs another *receive* to the final owner. The receiver can optionally take a :class:`ereuse_devicehub.resources.enums.ReceiverRole`. """ role = Column(DBEnum(ReceiverRole), nullable=False, default=ReceiverRole.Intermediary) class Migrate(JoinedTableMixin, EventWithMultipleDevices): """Moves the devices to a new database/inventory. Devices cannot be modified anymore at the previous database. """ 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 class InvalidRangeForPrice(ValueError): pass