示例#1
0
    def set_project_aoi(self, draft_project_dto: DraftProjectDTO):
        """ Sets the AOI for the supplied project """
        aoi_geojson = geojson.loads(json.dumps(draft_project_dto.area_of_interest))

        aoi_geometry = GridService.merge_to_multi_polygon(aoi_geojson, dissolve=True)

        valid_geojson = geojson.dumps(aoi_geometry)
        self.geometry = ST_SetSRID(ST_GeomFromGeoJSON(valid_geojson), 4326)
        self.centroid = ST_Centroid(self.geometry)
    def __init__(self, aoi_geometry_geojson):
        """
        AOI Constructor
        :param aoi_geometry_geojson: AOI GeoJson
        :raises InvalidGeoJson
        """
        aoi_geojson = geojson.loads(json.dumps(aoi_geometry_geojson))
        aoi_geometry = GridService.merge_to_multi_polygon(aoi_geojson, dissolve=True)

        valid_geojson = geojson.dumps(aoi_geometry)
        self.geometry = ST_SetSRID(ST_GeomFromGeoJSON(valid_geojson), 4326)
        self.centroid = ST_Centroid(self.geometry)
示例#3
0
class Project(db.Model):
    """ Describes a HOT Mapping Project """
    __tablename__ = 'projects'

    # Columns
    id = db.Column(db.Integer, primary_key=True)
    status = db.Column(db.Integer,
                       default=ProjectStatus.DRAFT.value,
                       nullable=False)
    created = db.Column(db.DateTime, default=timestamp, nullable=False)
    priority = db.Column(db.Integer, default=ProjectPriority.MEDIUM.value)
    default_locale = db.Column(
        db.String(10), default='en'
    )  # The locale that is returned if requested locale not available
    author_id = db.Column(db.BigInteger,
                          db.ForeignKey('users.id', name='fk_users'),
                          nullable=False)
    mapper_level = db.Column(
        db.Integer, default=1, nullable=False,
        index=True)  # Mapper level project is suitable for
    enforce_mapper_level = db.Column(db.Boolean, default=False)
    enforce_validator_role = db.Column(
        db.Boolean,
        default=False)  # Means only users with validator role can validate
    private = db.Column(db.Boolean,
                        default=False)  # Only allowed users can validate
    entities_to_map = db.Column(db.String)
    changeset_comment = db.Column(db.String)
    due_date = db.Column(db.DateTime)
    imagery = db.Column(db.String)
    josm_preset = db.Column(db.String)
    last_updated = db.Column(db.DateTime, default=timestamp)
    license_id = db.Column(db.Integer,
                           db.ForeignKey('licenses.id', name='fk_licenses'))
    geometry = db.Column(Geometry('MULTIPOLYGON', srid=4326))
    centroid = db.Column(Geometry('POINT', srid=4326))

    # Tags
    mapping_types = db.Column(ARRAY(db.Integer), index=True)
    organisation_tag = db.Column(db.String, index=True)
    campaign_tag = db.Column(db.String, index=True)

    # Stats
    total_tasks = db.Column(db.Integer, nullable=False)
    tasks_mapped = db.Column(db.Integer, default=0, nullable=False)
    tasks_validated = db.Column(db.Integer, default=0, nullable=False)
    tasks_bad_imagery = db.Column(db.Integer, default=0, nullable=False)

    # Mapped Objects
    tasks = db.relationship(Task,
                            backref='projects',
                            cascade="all, delete, delete-orphan",
                            lazy='dynamic')
    project_info = db.relationship(ProjectInfo, lazy='dynamic', cascade='all')
    author = db.relationship(User)
    allowed_users = db.relationship(User, secondary=project_allowed_users)
    priority_areas = db.relationship(PriorityArea,
                                     secondary=project_priority_areas,
                                     cascade="all, delete-orphan",
                                     single_parent=True)

    def create_draft_project(self, draft_project_dto: DraftProjectDTO):
        """
        Creates a draft project
        :param draft_project_dto: DTO containing draft project details
        :param aoi: Area of Interest for the project (eg boundary of project)
        """
        self.project_info.append(
            ProjectInfo.create_from_name(draft_project_dto.project_name))
        self.status = ProjectStatus.DRAFT.value
        self.author_id = draft_project_dto.user_id
        self.last_updated = timestamp()

    def set_project_aoi(self, draft_project_dto: DraftProjectDTO):
        """ Sets the AOI for the supplied project """
        aoi_geojson = geojson.loads(
            json.dumps(draft_project_dto.area_of_interest))

        aoi_geometry = GridService.merge_to_multi_polygon(aoi_geojson,
                                                          dissolve=True)

        valid_geojson = geojson.dumps(aoi_geometry)
        self.geometry = ST_SetSRID(ST_GeomFromGeoJSON(valid_geojson), 4326)
        self.centroid = ST_Centroid(self.geometry)

    def set_default_changeset_comment(self):
        """ Sets the default changeset comment"""
        default_comment = current_app.config['DEFAULT_CHANGESET_COMMENT']
        self.changeset_comment = f'{default_comment}-{self.id}'
        self.save()

    def create(self):
        """ Creates and saves the current model to the DB """
        db.session.add(self)
        db.session.commit()

    def save(self):
        """ Save changes to db"""
        db.session.commit()

    @staticmethod
    def clone(project_id: int, author_id: int):
        """ Clone project """

        cloned_project = Project.get(project_id)

        # Remove clone from session so we can reinsert it as a new object
        db.session.expunge(cloned_project)
        make_transient(cloned_project)

        # Re-initialise counters and meta-data
        cloned_project.total_tasks = 0
        cloned_project.tasks_mapped = 0
        cloned_project.tasks_validated = 0
        cloned_project.tasks_bad_imagery = 0
        cloned_project.last_updated = timestamp()
        cloned_project.created = timestamp()
        cloned_project.author_id = author_id
        cloned_project.status = ProjectStatus.DRAFT.value
        cloned_project.id = None  # Reset ID so we get a new ID when inserted
        cloned_project.geometry = None
        cloned_project.centroid = None

        db.session.add(cloned_project)
        db.session.commit()

        # Now add the project info, we have to do it in a two stage commit because we need to know the new project id
        original_project = Project.get(project_id)

        for info in original_project.project_info:
            db.session.expunge(info)
            make_transient(
                info
            )  # Must remove the object from the session or it will be updated rather than inserted
            info.id = None
            info.project_id_str = str(cloned_project.id)
            cloned_project.project_info.append(info)

        # Now add allowed users now we know new project id, if there are any
        for user in original_project.allowed_users:
            cloned_project.allowed_users.append(user)

        db.session.add(cloned_project)
        db.session.commit()

        return cloned_project

    @staticmethod
    def get(project_id: int):
        """
        Gets specified project
        :param project_id: project ID in scope
        :return: Project if found otherwise None
        """
        return Project.query.get(project_id)

    def update(self, project_dto: ProjectDTO):
        """ Updates project from DTO """
        self.status = ProjectStatus[project_dto.project_status].value
        self.priority = ProjectPriority[project_dto.project_priority].value
        self.default_locale = project_dto.default_locale
        self.enforce_mapper_level = project_dto.enforce_mapper_level
        self.enforce_validator_role = project_dto.enforce_validator_role
        self.private = project_dto.private
        self.mapper_level = MappingLevel[
            project_dto.mapper_level.upper()].value
        self.entities_to_map = project_dto.entities_to_map
        self.changeset_comment = project_dto.changeset_comment
        self.due_date = project_dto.due_date
        self.imagery = project_dto.imagery
        self.josm_preset = project_dto.josm_preset
        self.last_updated = timestamp()
        self.license_id = project_dto.license_id

        if project_dto.organisation_tag:
            org_tag = Tags.upsert_organistion_tag(project_dto.organisation_tag)
            self.organisation_tag = org_tag
        else:
            self.organisation_tag = None  # Set to none, for cases where a tag could have been removed

        if project_dto.campaign_tag:
            camp_tag = Tags.upsert_campaign_tag(project_dto.campaign_tag)
            self.campaign_tag = camp_tag
        else:
            self.campaign_tag = None  # Set to none, for cases where a tag could have been removed

        # Cast MappingType strings to int array
        type_array = []
        for mapping_type in project_dto.mapping_types:
            type_array.append(MappingTypes[mapping_type].value)
        self.mapping_types = type_array

        # Add list of allowed users, meaning the project can only be mapped by users in this list
        if hasattr(project_dto, 'allowed_users'):
            self.allowed_users = [
            ]  # Clear existing relationships then re-insert
            for user in project_dto.allowed_users:
                self.allowed_users.append(user)

        # Set Project Info for all returned locales
        for dto in project_dto.project_info_locales:

            project_info = self.project_info.filter_by(
                locale=dto.locale).one_or_none()

            if project_info is None:
                new_info = ProjectInfo.create_from_dto(
                    dto)  # Can't find info so must be new locale
                self.project_info.append(new_info)
            else:
                project_info.update_from_dto(dto)

        self.priority_areas = [
        ]  # Always clear Priority Area prior to updating
        if project_dto.priority_areas:
            for priority_area in project_dto.priority_areas:
                pa = PriorityArea.from_dict(priority_area)
                self.priority_areas.append(pa)

        db.session.commit()

    def delete(self):
        """ Deletes the current model from the DB """
        db.session.delete(self)
        db.session.commit()

    def can_be_deleted(self) -> bool:
        """ Projects can be deleted if they have no mapped work """
        task_count = self.tasks.filter(
            Task.task_status != TaskStatus.READY.value).count()
        if task_count == 0:
            return True
        else:
            return False

    def get_locked_tasks_for_user(self, user_id: int):
        """ Gets tasks on project owned by specifed user id"""
        tasks = self.tasks.filter_by(locked_by=user_id)

        locked_tasks = []
        for task in tasks:
            locked_tasks.append(task.id)

        return locked_tasks

    def get_locked_tasks_details_for_user(self, user_id: int):
        """ Gets tasks on project owned by specifed user id"""
        tasks = self.tasks.filter_by(locked_by=user_id)

        locked_tasks = []
        for task in tasks:
            locked_tasks.append(task)

        return locked_tasks

    @staticmethod
    def get_projects_for_admin(admin_id: int,
                               preferred_locale: str) -> PMDashboardDTO:
        """ Get projects for admin """
        admins_projects = Project.query.filter_by(author_id=admin_id).all()

        if admins_projects is None:
            raise NotFound('No projects found for admin')

        admin_projects_dto = PMDashboardDTO()
        for project in admins_projects:
            pm_project = project.get_project_summary(preferred_locale)
            project_status = ProjectStatus(project.status)

            if project_status == ProjectStatus.DRAFT:
                admin_projects_dto.draft_projects.append(pm_project)
            elif project_status == ProjectStatus.PUBLISHED:
                admin_projects_dto.active_projects.append(pm_project)
            elif project_status == ProjectStatus.ARCHIVED:
                admin_projects_dto.archived_projects.append(pm_project)
            else:
                current_app.logger.error(
                    f'Unexpected state project {project.id}')

        return admin_projects_dto

    def get_project_summary(self, preferred_locale) -> ProjectSummary:
        """ Create Project Summary model for postgis project object"""
        summary = ProjectSummary()
        summary.project_id = self.id
        summary.campaign_tag = self.campaign_tag
        summary.created = self.created
        summary.last_updated = self.last_updated
        summary.mapper_level = MappingLevel(self.mapper_level).name
        summary.organisation_tag = self.organisation_tag
        summary.status = ProjectStatus(self.status).name

        centroid_geojson = db.session.scalar(self.centroid.ST_AsGeoJSON())
        summary.aoi_centroid = geojson.loads(centroid_geojson)

        summary.percent_mapped = int(
            (self.tasks_mapped /
             (self.total_tasks - self.tasks_bad_imagery)) * 100)
        summary.percent_validated = int(
            ((self.tasks_validated + self.tasks_bad_imagery) /
             self.total_tasks) * 100)

        project_info = ProjectInfo.get_dto_for_locale(self.id,
                                                      preferred_locale,
                                                      self.default_locale)
        summary.name = project_info.name
        summary.short_description = project_info.short_description

        return summary

    def get_project_title(self, preferred_locale):
        project_info = ProjectInfo.get_dto_for_locale(self.id,
                                                      preferred_locale,
                                                      self.default_locale)
        return project_info.name

    def get_aoi_geometry_as_geojson(self):
        """ Helper which returns the AOI geometry as a geojson object """
        aoi_geojson = db.engine.execute(self.geometry.ST_AsGeoJSON()).scalar()
        return geojson.loads(aoi_geojson)

    @staticmethod
    @cached(active_mappers_cache)
    def get_active_mappers(project_id) -> int:
        """ Get count of Locked tasks as a proxy for users who are currently active on the project """

        return Task.query \
            .filter(Task.task_status == TaskStatus.LOCKED_FOR_MAPPING.value) \
            .filter(Task.project_id == project_id) \
            .count()

    def _get_project_and_base_dto(self):
        """ Populates a project DTO with properties common to all roles """
        base_dto = ProjectDTO()
        base_dto.project_id = self.id
        base_dto.project_status = ProjectStatus(self.status).name
        base_dto.default_locale = self.default_locale
        base_dto.project_priority = ProjectPriority(self.priority).name
        base_dto.area_of_interest = self.get_aoi_geometry_as_geojson()
        base_dto.enforce_mapper_level = self.enforce_mapper_level
        base_dto.enforce_validator_role = self.enforce_validator_role
        base_dto.private = self.private
        base_dto.mapper_level = MappingLevel(self.mapper_level).name
        base_dto.entities_to_map = self.entities_to_map
        base_dto.changeset_comment = self.changeset_comment
        base_dto.due_date = self.due_date
        base_dto.imagery = self.imagery
        base_dto.josm_preset = self.josm_preset
        base_dto.campaign_tag = self.campaign_tag
        base_dto.organisation_tag = self.organisation_tag
        base_dto.license_id = self.license_id
        base_dto.last_updated = self.last_updated
        base_dto.author = User().get_by_id(self.author_id).username
        base_dto.active_mappers = Project.get_active_mappers(self.id)

        if self.private:
            # If project is private it should have a list of allowed users
            allowed_usernames = []
            for user in self.allowed_users:
                allowed_usernames.append(user.username)
            base_dto.allowed_usernames = allowed_usernames

        if self.mapping_types:
            mapping_types = []
            for mapping_type in self.mapping_types:
                mapping_types.append(MappingTypes(mapping_type).name)

            base_dto.mapping_types = mapping_types

        if self.priority_areas:
            geojson_areas = []
            for priority_area in self.priority_areas:
                geojson_areas.append(priority_area.get_as_geojson())

            base_dto.priority_areas = geojson_areas

        return self, base_dto

    def as_dto_for_mapping(self, locale: str) -> Optional[ProjectDTO]:
        """ Creates a Project DTO suitable for transmitting to mapper users """
        project, project_dto = self._get_project_and_base_dto()

        project_dto.tasks = Task.get_tasks_as_geojson_feature_collection(
            self.id)
        project_dto.project_info = ProjectInfo.get_dto_for_locale(
            self.id, locale, project.default_locale)

        return project_dto

    def all_tasks_as_geojson(self):
        """ Creates a geojson of all areas """
        project_tasks = Task.get_tasks_as_geojson_feature_collection(self.id)

        return project_tasks

    def as_dto_for_admin(self, project_id):
        """ Creates a Project DTO suitable for transmitting to project admins """
        project, project_dto = self._get_project_and_base_dto()

        if project is None:
            return None

        project_dto.project_info_locales = ProjectInfo.get_dto_for_all_locales(
            project_id)

        return project_dto
示例#4
0
class Project(db.Model):
    """ Describes a HOT Mapping Project """
    __tablename__ = 'projects'

    # Columns
    id = db.Column(db.Integer, primary_key=True)
    status = db.Column(db.Integer, default=ProjectStatus.DRAFT.value, nullable=False)
    created = db.Column(db.DateTime, default=timestamp, nullable=False)
    priority = db.Column(db.Integer, default=ProjectPriority.MEDIUM.value)
    default_locale = db.Column(db.String(10),
                               default='en')  # The locale that is returned if requested locale not available
    author_id = db.Column(db.BigInteger, db.ForeignKey('users.id', name='fk_users'), nullable=False)
    mapper_level = db.Column(db.Integer, default=1, nullable=False, index=True)  # Mapper level project is suitable for
    enforce_mapper_level = db.Column(db.Boolean, default=False)
    enforce_validator_role = db.Column(db.Boolean, default=False)  # Means only users with validator role can validate
    enforce_random_task_selection = db.Column(db.Boolean, default=False)  # Force users to edit at random to avoid mapping "easy" tasks
    allow_non_beginners = db.Column(db.Boolean, default=False)
    private = db.Column(db.Boolean, default=False)  # Only allowed users can validate
    entities_to_map = db.Column(db.String)
    changeset_comment = db.Column(db.String)
    osmcha_filter_id = db.Column(db.String)  # Optional custom filter id for filtering on OSMCha
    due_date = db.Column(db.DateTime)
    imagery = db.Column(db.String)
    josm_preset = db.Column(db.String)
    last_updated = db.Column(db.DateTime, default=timestamp)
    license_id = db.Column(db.Integer, db.ForeignKey('licenses.id', name='fk_licenses'))
    geometry = db.Column(Geometry('MULTIPOLYGON', srid=4326))
    centroid = db.Column(Geometry('POINT', srid=4326))
    task_creation_mode = db.Column(db.Integer, default=TaskCreationMode.GRID.value, nullable=False)

    # Tags
    mapping_types = db.Column(ARRAY(db.Integer), index=True)
    organisation_tag = db.Column(db.String, index=True)
    campaign_tag = db.Column(db.String, index=True)

    # Editors
    mapping_editors = db.Column(ARRAY(db.Integer), default=[
                                                            Editors.ID.value,
                                                            Editors.JOSM.value,
                                                            Editors.POTLATCH_2.value,
                                                            Editors.FIELD_PAPERS.value],
                                                            index=True, nullable=False)
    validation_editors = db.Column(ARRAY(db.Integer), default=[
                                                               Editors.ID.value,
                                                               Editors.JOSM.value,
                                                               Editors.POTLATCH_2.value,
                                                               Editors.FIELD_PAPERS.value],
                                                               index=True, nullable=False)

    # Stats
    total_tasks = db.Column(db.Integer, nullable=False)
    tasks_mapped = db.Column(db.Integer, default=0, nullable=False)
    tasks_validated = db.Column(db.Integer, default=0, nullable=False)
    tasks_bad_imagery = db.Column(db.Integer, default=0, nullable=False)

    # Mapped Objects
    tasks = db.relationship(Task, backref='projects', cascade="all, delete, delete-orphan", lazy='dynamic')
    project_info = db.relationship(ProjectInfo, lazy='dynamic', cascade='all')
    project_chat = db.relationship(ProjectChat, lazy='dynamic', cascade='all')
    author = db.relationship(User)
    allowed_users = db.relationship(User, secondary=project_allowed_users)
    priority_areas = db.relationship(PriorityArea, secondary=project_priority_areas, cascade="all, delete-orphan",
                                     single_parent=True)

    def create_draft_project(self, draft_project_dto: DraftProjectDTO):
        """
        Creates a draft project
        :param draft_project_dto: DTO containing draft project details
        :param aoi: Area of Interest for the project (eg boundary of project)
        """
        self.project_info.append(ProjectInfo.create_from_name(draft_project_dto.project_name))
        self.status = ProjectStatus.DRAFT.value
        self.author_id = draft_project_dto.user_id
        self.last_updated = timestamp()

    def set_project_aoi(self, draft_project_dto: DraftProjectDTO):
        """ Sets the AOI for the supplied project """
        aoi_geojson = geojson.loads(json.dumps(draft_project_dto.area_of_interest))

        aoi_geometry = GridService.merge_to_multi_polygon(aoi_geojson, dissolve=True)

        valid_geojson = geojson.dumps(aoi_geometry)
        self.geometry = ST_SetSRID(ST_GeomFromGeoJSON(valid_geojson), 4326)
        self.centroid = ST_Centroid(self.geometry)

    def set_default_changeset_comment(self):
        """ Sets the default changeset comment"""
        default_comment = current_app.config['DEFAULT_CHANGESET_COMMENT']
        self.changeset_comment = f'{default_comment}-{self.id} {self.changeset_comment}' if self.changeset_comment is not None else f'{default_comment}-{self.id}'
        self.save()

    def create(self):
        """ Creates and saves the current model to the DB """
        db.session.add(self)
        db.session.commit()

    def save(self):
        """ Save changes to db"""
        db.session.commit()

    @staticmethod
    def clone(project_id: int, author_id: int):
        """ Clone project """

        cloned_project = Project.get(project_id)

        # Remove clone from session so we can reinsert it as a new object
        db.session.expunge(cloned_project)
        make_transient(cloned_project)

        # Re-initialise counters and meta-data
        cloned_project.total_tasks = 0
        cloned_project.tasks_mapped = 0
        cloned_project.tasks_validated = 0
        cloned_project.tasks_bad_imagery = 0
        cloned_project.last_updated = timestamp()
        cloned_project.created = timestamp()
        cloned_project.author_id = author_id
        cloned_project.status = ProjectStatus.DRAFT.value
        cloned_project.id = None  # Reset ID so we get a new ID when inserted
        cloned_project.geometry = None
        cloned_project.centroid = None

        db.session.add(cloned_project)
        db.session.commit()

        # Now add the project info, we have to do it in a two stage commit because we need to know the new project id
        original_project = Project.get(project_id)

        for info in original_project.project_info:
            db.session.expunge(info)
            make_transient(info)  # Must remove the object from the session or it will be updated rather than inserted
            info.id = None
            info.project_id_str = str(cloned_project.id)
            cloned_project.project_info.append(info)

        # Now add allowed users now we know new project id, if there are any
        for user in original_project.allowed_users:
            cloned_project.allowed_users.append(user)

        # Add other project metadata
        cloned_project.priority = original_project.priority
        cloned_project.default_locale = original_project.default_locale
        cloned_project.mapper_level = original_project.mapper_level
        cloned_project.enforce_mapper_level = original_project.enforce_mapper_level
        cloned_project.enforce_validator_role = original_project.enforce_validator_role
        cloned_project.enforce_random_task_selection = original_project.enforce_random_task_selection
        cloned_project.private = original_project.private
        cloned_project.entities_to_map = original_project.entities_to_map
        cloned_project.due_date = original_project.due_date
        cloned_project.imagery = original_project.imagery
        cloned_project.josm_preset = original_project.josm_preset
        cloned_project.license_id = original_project.license_id
        cloned_project.mapping_types = original_project.mapping_types
        cloned_project.organisation_tag = original_project.organisation_tag
        cloned_project.campaign_tag = original_project.campaign_tag

        # We try to remove the changeset comment referencing the old project. This
        #  assumes the default changeset comment has not changed between the old
        #  project and the cloned. This is a best effort basis.
        default_comment = current_app.config['DEFAULT_CHANGESET_COMMENT']
        changeset_comments = []
        if original_project.changeset_comment is not None:
            changeset_comments = original_project.changeset_comment.split(' ')
        if f'{default_comment}-{original_project.id}' in changeset_comments:
            changeset_comments.remove(f'{default_comment}-{original_project.id}')
        cloned_project.changeset_comment = " ".join(changeset_comments)

        db.session.add(cloned_project)
        db.session.commit()

        return cloned_project

    @staticmethod
    def get(project_id: int):
        """
        Gets specified project
        :param project_id: project ID in scope
        :return: Project if found otherwise None
        """
        return Project.query.get(project_id)

    def update(self, project_dto: ProjectDTO):
        """ Updates project from DTO """
        self.status = ProjectStatus[project_dto.project_status].value
        self.priority = ProjectPriority[project_dto.project_priority].value
        self.default_locale = project_dto.default_locale
        self.enforce_mapper_level = project_dto.enforce_mapper_level
        self.enforce_validator_role = project_dto.enforce_validator_role
        self.enforce_random_task_selection = project_dto.enforce_random_task_selection
        self.allow_non_beginners = project_dto.allow_non_beginners
        self.private = project_dto.private
        self.mapper_level = MappingLevel[project_dto.mapper_level.upper()].value
        self.entities_to_map = project_dto.entities_to_map
        self.changeset_comment = project_dto.changeset_comment
        self.due_date = project_dto.due_date
        self.imagery = project_dto.imagery
        self.josm_preset = project_dto.josm_preset
        self.last_updated = timestamp()
        self.license_id = project_dto.license_id

        if project_dto.osmcha_filter_id:
            # Support simple extraction of OSMCha filter id from OSMCha URL
            match = re.search('aoi=([\w-]+)', project_dto.osmcha_filter_id)
            self.osmcha_filter_id = match.group(1) if match else project_dto.osmcha_filter_id
        else:
            self.osmcha_filter_id = None

        if project_dto.organisation_tag:
            org_tag = Tags.upsert_organistion_tag(project_dto.organisation_tag)
            self.organisation_tag = org_tag
        else:
            self.organisation_tag = None  # Set to none, for cases where a tag could have been removed

        if project_dto.campaign_tag:
            camp_tag = Tags.upsert_campaign_tag(project_dto.campaign_tag)
            self.campaign_tag = camp_tag
        else:
            self.campaign_tag = None  # Set to none, for cases where a tag could have been removed

        # Cast MappingType strings to int array
        type_array = []
        for mapping_type in project_dto.mapping_types:
            type_array.append(MappingTypes[mapping_type].value)
        self.mapping_types = type_array

        # Cast Editor strings to int array
        mapping_editors_array = []
        for mapping_editor in project_dto.mapping_editors:
            mapping_editors_array.append(Editors[mapping_editor].value)
        self.mapping_editors = mapping_editors_array

        validation_editors_array = []
        for validation_editor in project_dto.validation_editors:
            validation_editors_array.append(Editors[validation_editor].value)
        self.validation_editors = validation_editors_array

        # Add list of allowed users, meaning the project can only be mapped by users in this list
        if hasattr(project_dto, 'allowed_users'):
            self.allowed_users = []  # Clear existing relationships then re-insert
            for user in project_dto.allowed_users:
                self.allowed_users.append(user)

        # Set Project Info for all returned locales
        for dto in project_dto.project_info_locales:

            project_info = self.project_info.filter_by(locale=dto.locale).one_or_none()

            if project_info is None:
                new_info = ProjectInfo.create_from_dto(dto)  # Can't find info so must be new locale
                self.project_info.append(new_info)
            else:
                project_info.update_from_dto(dto)

        self.priority_areas = []  # Always clear Priority Area prior to updating
        if project_dto.priority_areas:
            for priority_area in project_dto.priority_areas:
                pa = PriorityArea.from_dict(priority_area)
                self.priority_areas.append(pa)

        db.session.commit()

    def delete(self):
        """ Deletes the current model from the DB """
        db.session.delete(self)
        db.session.commit()

    def can_be_deleted(self) -> bool:
        """ Projects can be deleted if they have no mapped work """
        task_count = self.tasks.filter(Task.task_status != TaskStatus.READY.value).count()
        if task_count == 0:
            return True
        else:
            return False

    def get_locked_tasks_for_user(self, user_id: int):
        """ Gets tasks on project owned by specified user id"""
        tasks = self.tasks.filter_by(locked_by=user_id)

        locked_tasks = []
        for task in tasks:
            locked_tasks.append(task.id)

        return locked_tasks

    def get_locked_tasks_details_for_user(self, user_id: int):
        """ Gets tasks on project owned by specified user id"""
        tasks = self.tasks.filter_by(locked_by=user_id)

        locked_tasks = []
        for task in tasks:
            locked_tasks.append(task)

        return locked_tasks

    @staticmethod
    def get_projects_for_admin(admin_id: int, preferred_locale: str) -> PMDashboardDTO:
        """ Get projects for admin """
        admins_projects = Project.query.filter_by(author_id=admin_id).all()

        if admins_projects is None:
            raise NotFound('No projects found for admin')

        admin_projects_dto = PMDashboardDTO()
        for project in admins_projects:
            pm_project = project.get_project_summary(preferred_locale)
            project_status = ProjectStatus(project.status)

            if project_status == ProjectStatus.DRAFT:
                admin_projects_dto.draft_projects.append(pm_project)
            elif project_status == ProjectStatus.PUBLISHED:
                admin_projects_dto.active_projects.append(pm_project)
            elif project_status == ProjectStatus.ARCHIVED:
                admin_projects_dto.archived_projects.append(pm_project)
            else:
                current_app.logger.error(f'Unexpected state project {project.id}')

        return admin_projects_dto

    def get_project_user_stats(self, user_id: int) -> ProjectUserStatsDTO:
        """Compute project specific stats for a given user"""
        stats_dto = ProjectUserStatsDTO()
        stats_dto.time_spent_mapping = 0
        stats_dto.time_spent_validating = 0
        stats_dto.total_time_spent = 0

        query = """SELECT SUM(TO_TIMESTAMP(action_text, 'HH24:MI:SS')::TIME) FROM task_history
                   WHERE action='LOCKED_FOR_MAPPING'
                   and user_id = :user_id and project_id = :project_id;"""
        total_mapping_time = db.engine.execute(text(query), user_id=user_id, project_id=self.id)
        for time in total_mapping_time:
            total_mapping_time = time[0]
            if total_mapping_time:
                stats_dto.time_spent_mapping = total_mapping_time.total_seconds()
                stats_dto.total_time_spent += stats_dto.time_spent_mapping

        query = """SELECT SUM(TO_TIMESTAMP(action_text, 'HH24:MI:SS')::TIME) FROM task_history
                   WHERE action='LOCKED_FOR_VALIDATION'
                   and user_id = :user_id and project_id = :project_id;"""
        total_validation_time = db.engine.execute(text(query), user_id=user_id, project_id=self.id)
        for time in total_validation_time:
            total_validation_time = time[0]
            if total_validation_time:
                stats_dto.time_spent_validating = total_validation_time.total_seconds()
                stats_dto.total_time_spent += stats_dto.time_spent_validating

        return stats_dto

    def get_project_stats(self) -> ProjectStatsDTO:
        """ Create Project Summary model for postgis project object"""
        project_stats = ProjectStatsDTO()
        project_stats.project_id = self.id
        polygon = to_shape(self.geometry)
        polygon_aea = transform(
                            partial(
                            pyproj.transform,
                            pyproj.Proj(init='EPSG:4326'),
                            pyproj.Proj(
                                proj='aea',
                                lat1=polygon.bounds[1],
                                lat2=polygon.bounds[3])),
                            polygon)
        area = polygon_aea.area/1000000
        project_stats.area = area
        project_stats.total_mappers = db.session.query(User).filter(User.projects_mapped.any(self.id)).count()
        project_stats.total_tasks = self.total_tasks
        project_stats.total_comments = db.session.query(ProjectChat).filter(ProjectChat.project_id == self.id).count()
        project_stats.percent_mapped = Project.calculate_tasks_percent('mapped', self.total_tasks,
                                                                       self.tasks_mapped, self.tasks_validated,
                                                                       self.tasks_bad_imagery)
        project_stats.percent_validated = Project.calculate_tasks_percent('validated', self.total_tasks,
                                                                          self.tasks_mapped, self.tasks_validated,
                                                                          self.tasks_bad_imagery)
        project_stats.percent_bad_imagery = Project.calculate_tasks_percent('bad_imagery', self.total_tasks,
                                                                            self.tasks_mapped, self.tasks_validated,
                                                                            self.tasks_bad_imagery)
        centroid_geojson = db.session.scalar(self.centroid.ST_AsGeoJSON())
        project_stats.aoi_centroid = geojson.loads(centroid_geojson)
        unique_mappers = TaskHistory.query.filter(
                TaskHistory.action == 'LOCKED_FOR_MAPPING',
                TaskHistory.project_id == self.id
            ).distinct(TaskHistory.user_id).count()
        unique_validators = TaskHistory.query.filter(
                TaskHistory.action == 'LOCKED_FOR_VALIDATION',
                TaskHistory.project_id == self.id
            ).distinct(TaskHistory.user_id).count()
        project_stats.total_time_spent = 0
        project_stats.total_mapping_time = 0
        project_stats.total_validation_time = 0
        project_stats.average_mapping_time = 0
        project_stats.average_validation_time = 0

        query = """SELECT SUM(TO_TIMESTAMP(action_text, 'HH24:MI:SS')::TIME) FROM task_history
                   WHERE action='LOCKED_FOR_MAPPING' and project_id = :project_id;"""
        total_mapping_time = db.engine.execute(text(query), project_id=self.id)
        for row in total_mapping_time:
            total_mapping_time = row[0]
            if total_mapping_time:
                total_mapping_seconds = total_mapping_time.total_seconds()
                project_stats.total_mapping_time = total_mapping_seconds
                project_stats.total_time_spent += project_stats.total_mapping_time
                if unique_mappers:
                    average_mapping_time = total_mapping_seconds/unique_mappers
                    project_stats.average_mapping_time = average_mapping_time

        query = """SELECT SUM(TO_TIMESTAMP(action_text, 'HH24:MI:SS')::TIME) FROM task_history
                   WHERE action='LOCKED_FOR_VALIDATION' and project_id = :project_id;"""
        total_validation_time = db.engine.execute(text(query), project_id=self.id)
        for row in total_validation_time:
            total_validation_time = row[0]
            if total_validation_time:
                total_validation_seconds = total_validation_time.total_seconds()
                project_stats.total_validation_time = total_validation_seconds
                project_stats.total_time_spent += project_stats.total_validation_time
                if unique_validators:
                    average_validation_time = total_validation_seconds/unique_validators
                    project_stats.average_validation_time = average_validation_time

        return project_stats

    def get_project_summary(self, preferred_locale) -> ProjectSummary:
        """ Create Project Summary model for postgis project object"""
        summary = ProjectSummary()
        summary.project_id = self.id
        priority = self.priority
        if priority == 0:
            summary.priority = 'URGENT'
        elif priority == 1:
            summary.priority = 'HIGH'
        elif priority == 2:
            summary.priority = 'MEDIUM'
        else:
            summary.priority = 'LOW'
        summary.author = User().get_by_id(self.author_id).username
        polygon = to_shape(self.geometry)
        polygon_aea = transform(
                            partial(
                            pyproj.transform,
                            pyproj.Proj(init='EPSG:4326'),
                            pyproj.Proj(
                                proj='aea',
                                lat1=polygon.bounds[1],
                                lat2=polygon.bounds[3])),
                            polygon)
        area = polygon_aea.area/1000000
        summary.area = area
        summary.campaign_tag = self.campaign_tag
        summary.changeset_comment = self.changeset_comment
        summary.created = self.created
        summary.last_updated = self.last_updated
        summary.due_date = self.due_date
        summary.mapper_level = MappingLevel(self.mapper_level).name
        summary.mapper_level_enforced = self.enforce_mapper_level
        summary.validator_level_enforced = self.enforce_validator_role
        summary.organisation_tag = self.organisation_tag
        summary.status = ProjectStatus(self.status).name
        summary.entities_to_map = self.entities_to_map

        centroid_geojson = db.session.scalar(self.centroid.ST_AsGeoJSON())
        summary.aoi_centroid = geojson.loads(centroid_geojson)

        summary.percent_mapped = Project.calculate_tasks_percent('mapped', self.total_tasks,
                                                                 self.tasks_mapped, self.tasks_validated,
                                                                 self.tasks_bad_imagery)
        summary.percent_validated = Project.calculate_tasks_percent('validated', self.total_tasks,
                                                                    self.tasks_mapped, self.tasks_validated,
                                                                    self.tasks_bad_imagery)
        summary.percent_bad_imagery = Project.calculate_tasks_percent('bad_imagery', self.total_tasks,
                                                                      self.tasks_mapped, self.tasks_validated,
                                                                      self.tasks_bad_imagery)

        project_info = ProjectInfo.get_dto_for_locale(self.id, preferred_locale, self.default_locale)
        summary.name = project_info.name
        summary.short_description = project_info.short_description

        return summary

    def get_project_title(self, preferred_locale):
        project_info = ProjectInfo.get_dto_for_locale(self.id, preferred_locale, self.default_locale)
        return project_info.name

    def get_aoi_geometry_as_geojson(self):
        """ Helper which returns the AOI geometry as a geojson object """
        aoi_geojson = db.engine.execute(self.geometry.ST_AsGeoJSON()).scalar()
        return geojson.loads(aoi_geojson)

    @staticmethod
    @cached(active_mappers_cache)
    def get_active_mappers(project_id) -> int:
        """ Get count of Locked tasks as a proxy for users who are currently active on the project """

        return Task.query \
            .filter(Task.task_status.in_((TaskStatus.LOCKED_FOR_MAPPING.value,
                    TaskStatus.LOCKED_FOR_VALIDATION.value))) \
            .filter(Task.project_id == project_id) \
            .distinct(Task.locked_by) \
            .count()

    def _get_project_and_base_dto(self):
        """ Populates a project DTO with properties common to all roles """
        base_dto = ProjectDTO()
        base_dto.project_id = self.id
        base_dto.project_status = ProjectStatus(self.status).name
        base_dto.default_locale = self.default_locale
        base_dto.project_priority = ProjectPriority(self.priority).name
        base_dto.area_of_interest = self.get_aoi_geometry_as_geojson()
        base_dto.aoi_bbox = shape(base_dto.area_of_interest).bounds
        base_dto.enforce_mapper_level = self.enforce_mapper_level
        base_dto.enforce_validator_role = self.enforce_validator_role
        base_dto.enforce_random_task_selection = self.enforce_random_task_selection
        base_dto.allow_non_beginners = self.allow_non_beginners
        base_dto.private = self.private
        base_dto.mapper_level = MappingLevel(self.mapper_level).name
        base_dto.entities_to_map = self.entities_to_map
        base_dto.changeset_comment = self.changeset_comment
        base_dto.osmcha_filter_id = self.osmcha_filter_id
        base_dto.due_date = self.due_date
        base_dto.imagery = self.imagery
        base_dto.josm_preset = self.josm_preset
        base_dto.campaign_tag = self.campaign_tag
        base_dto.organisation_tag = self.organisation_tag
        base_dto.license_id = self.license_id
        base_dto.created = self.created
        base_dto.last_updated = self.last_updated
        base_dto.author = User().get_by_id(self.author_id).username
        base_dto.active_mappers = Project.get_active_mappers(self.id)
        base_dto.task_creation_mode = TaskCreationMode(self.task_creation_mode).name

        if self.private:
            # If project is private it should have a list of allowed users
            allowed_usernames = []
            for user in self.allowed_users:
                allowed_usernames.append(user.username)
            base_dto.allowed_usernames = allowed_usernames

        if self.mapping_types:
            mapping_types = []
            for mapping_type in self.mapping_types:
                mapping_types.append(MappingTypes(mapping_type).name)

            base_dto.mapping_types = mapping_types

        if self.mapping_editors:
            mapping_editors = []
            for mapping_editor in self.mapping_editors:
                mapping_editors.append(Editors(mapping_editor).name)

            base_dto.mapping_editors = mapping_editors

        if self.validation_editors:
            validation_editors = []
            for validation_editor in self.validation_editors:
                validation_editors.append(Editors(validation_editor).name)

            base_dto.validation_editors = validation_editors

        if self.priority_areas:
            geojson_areas = []
            for priority_area in self.priority_areas:
                geojson_areas.append(priority_area.get_as_geojson())

            base_dto.priority_areas = geojson_areas

        return self, base_dto

    def as_dto_for_mapping(self, locale: str, abbrev: bool) -> Optional[ProjectDTO]:
        """ Creates a Project DTO suitable for transmitting to mapper users """
        project, project_dto = self._get_project_and_base_dto()

        if abbrev == False:
            project_dto.tasks = Task.get_tasks_as_geojson_feature_collection(self.id)
        else:
            project_dto.tasks = Task.get_tasks_as_geojson_feature_collection_no_geom(self.id)
        project_dto.project_info = ProjectInfo.get_dto_for_locale(self.id, locale, project.default_locale)

        return project_dto

    def all_tasks_as_geojson(self):
        """ Creates a geojson of all areas """
        project_tasks = Task.get_tasks_as_geojson_feature_collection(self.id)

        return project_tasks

    @staticmethod
    def get_all_organisations_tag(preferred_locale='en'):
        query = db.session.query(Project.id,
                                 Project.organisation_tag,
                                 Project.private,
                                 Project.status)\
            .join(ProjectInfo)\
            .filter(ProjectInfo.locale.in_([preferred_locale, 'en'])) \
            .filter(Project.private != True)\
            .filter(Project.organisation_tag.isnot(None))\
            .filter(Project.organisation_tag != '')
        query = query.distinct(Project.organisation_tag)
        query = query.order_by(Project.organisation_tag)
        tags_dto = TagsDTO()
        tags_dto.tags = [r[1] for r in query]
        return tags_dto

    @staticmethod
    def get_all_campaign_tag(preferred_locale='en'):
        query = db.session.query(Project.id,
                                 Project.campaign_tag,
                                 Project.private,
                                 Project.status)\
            .join(ProjectInfo)\
            .filter(ProjectInfo.locale.in_([preferred_locale, 'en'])) \
            .filter(Project.private != True)\
            .filter(Project.campaign_tag.isnot(None))\
            .filter(Project.campaign_tag != '')
        query = query.distinct(Project.campaign_tag)
        query = query.order_by(Project.campaign_tag)
        tags_dto = TagsDTO()
        tags_dto.tags = [r[1] for r in query]
        return tags_dto

    @staticmethod
    def calculate_tasks_percent(target, total_tasks, tasks_mapped, tasks_validated, tasks_bad_imagery):
        """ Calculates percentages of contributions """
        if target == 'mapped':
            return int((tasks_mapped + tasks_validated) / (total_tasks - tasks_bad_imagery) * 100)
        elif target == 'validated':
            return int(tasks_validated / (total_tasks - tasks_bad_imagery) * 100)
        elif target == 'bad_imagery':
            return int((tasks_bad_imagery / total_tasks) * 100)

    def as_dto_for_admin(self, project_id):
        """ Creates a Project DTO suitable for transmitting to project admins """
        project, project_dto = self._get_project_and_base_dto()

        if project is None:
            return None

        project_dto.project_info_locales = ProjectInfo.get_dto_for_all_locales(project_id)

        return project_dto