def queue_created_document(params, user_id):
    created_doc = UserCreatedDocument(
        merge_two_dicts({"user_id": user_id}, params))
    db_session_users.add(created_doc)
    db_session_users.commit()
    db_session_users.refresh(created_doc)
    return {'user_created_document': created_doc.to_dict()}
def handle_request_invoice(user_id, params):
    plan = params.get('plan', None)
    plan_from_db = db_session_users.query(Plan).filter_by(
        stripe_id=plan).first()
    if not plan_from_db:
        return 'Invalid plan'
    plan_name = plan_from_db.name
    plan_id = plan_from_db.id
    current_user = db_session_users.query(User).filter_by(id=user_id).first()
    message = current_user.first_name + ' ' + current_user.last_name + ' is requesting to pay by invoice for the ' + plan_name + ' subscription. ' + current_user.first_name + ', the team at Compliance.ai will respond to your request soon!'
    try:
        email_helper.send_email(
            '*****@*****.**',
            current_user.email,
            'Invoice request from ' + current_user.first_name,
            template='feedback-inline',
            vars={
                'feedback': message,
                'User_first_name': current_user.first_name,
                'User_last_name': current_user.last_name,
            },
        )
    except SMTPException as e:
        return error_response('Could not send invoice email.', code=500)

    invoice_for_db = {
        'user_id': user_id,
        'plan_id': plan_id,
        'status': 'requested'
    }
    invoice_for_db = Invoice(invoice_for_db)
    db_session_users.add(invoice_for_db)
    db_session_users.commit()
    db_session_users.refresh(invoice_for_db)
    return {'invoice': 'invoice request sent'}
示例#3
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def create_review_for_job(annotation_task_id, annotation_job_id, user_id, params):
    annotation_job = db_session_users.query(AnnotationJob).filter_by(id=annotation_job_id).first()
    annotation_job.status = AnnotationJob.COMPLETE_STATUS
    annotation_job.completed_at = datetime.datetime.now()
    db_session_users.add(annotation_job)
    db_session_users.commit()
    db_session_users.refresh(annotation_job)
    job = annotation_job.to_dict()
    doc = None

    if 'multiple_field' in params:
        multiple_field = params.get('multiple_field', None)
        flagged_doc = UserFlaggedDocument({
            'user_id': user_id,
            'doc_id': annotation_job.doc_id,
            'issue_type': UserFlaggedDocument.CONTRIBUTOR_ISSUE_TYPE,
            'multiple_field': multiple_field
        })

        db_session_users.add(flagged_doc)
        db_session_users.commit()
        db_session_users.refresh(flagged_doc)
        doc = flagged_doc.to_dict()

    return {"annotation_job": job, "flagged_doc": doc}
示例#4
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def create_annotation_task(params):
    new_annotation_task = AnnotationTask(params)
    term_sampling_group_ids = params.get("term_sampling_group_ids", None)

    # FIXME: enforcing default values until the front-end has been updated to provide this explicitly
    if new_annotation_task.type is None:
        new_annotation_task.type = AnnotationTask.TOPIC_ANNOTATION_TYPE
    elif new_annotation_task.type == 'contributor':
        new_annotation_task.is_contributor_task = True

    db_session_users.add(new_annotation_task)
    db_session_users.commit()
    db_session_users.refresh(new_annotation_task)

    if term_sampling_group_ids is not None:
        for term_sampling_group_id in term_sampling_group_ids:
            attsg = AnnotationTaskTermSamplingGroup({
                'annotation_task_id':
                new_annotation_task.id,
                'term_sampling_group_id':
                term_sampling_group_id
            })
            db_session_users.add(attsg)
        db_session_users.commit()

    task_dict = new_annotation_task.to_dict()
    term_sampling_group_ids = db_session_users.query(AnnotationTaskTermSamplingGroup.term_sampling_group_id) \
        .filter_by(annotation_task_id=new_annotation_task.id)
    task_dict["term_sampling_group_ids"] = [
        t[0] for t in term_sampling_group_ids
    ]

    return {"annotation_task": task_dict}
def update_saved_search(user_id, saved_search_id, params):
    name = params.get('name', None)
    name_conflict_user = db_session_users.query(UserSavedSearch).filter_by(
        user_id=user_id, name=name).first()
    if name_conflict_user:
        return jsonify({
            'errors':
            "Saved search name: " + name + " is already being used"
        }), 409

    search_args = params.get('search_args', None)

    saved_search = db_session_users.query(UserSavedSearch).filter_by(
        id=saved_search_id, user_id=user_id).first()

    if not saved_search:
        return jsonify({"errors": "No saved search for this user and id"}), 404

    if name:
        saved_search.name = name
    if search_args:
        saved_search.search_args = search_args

    db_session_users.add(saved_search)
    db_session_users.commit()
    db_session_users.refresh(saved_search)

    return jsonify({"saved_search": saved_search.to_dict()})
def update_subscription(subscription_id, params):
    original_subscription = db_session_users.query(Subscription).filter_by(
        id=subscription_id).first()
    new_subscription_dict = original_subscription.__dict__
    today = datetime.datetime.utcnow()
    new_subscription_dict['latest'] = True
    new_subscription_dict['notes'] = None

    if 'expiration_date' in params:
        new_exiration_date = params['expiration_date']
        new_exiration_date_obj = datetime.datetime.strptime(
            new_exiration_date, "%Y-%m-%d")
        new_subscription_dict['expiration_date'] = new_exiration_date_obj
        # update status of subscription depending on new expiration date
        if new_exiration_date_obj < today or new_exiration_date_obj.date(
        ) == today.date():
            new_subscription_dict[
                'status_reason'] = Subscription.EXPIRED_STATUS_REASON
            new_subscription_dict['status'] = Subscription.INACTIVE_STATUS
        elif new_subscription_dict['status'] != Subscription.ACTIVE_STATUS:
            new_subscription_dict[
                'status_reason'] = Subscription.REACTIVATED_STATUS_REASON
            new_subscription_dict['status'] = Subscription.ACTIVE_STATUS

    if 'plan_id' in params:
        new_plan_id = params['plan_id']
        plan = db_session_users().query(Plan).filter_by(id=new_plan_id).first()
        if plan:
            new_subscription_dict['plan_id'] = new_plan_id
            new_subscription_dict['stripe_id'] = plan.stripe_id
            new_subscription_dict['start_date'] = datetime.datetime.utcnow()
            new_subscription_dict[
                'status_reason'] = Subscription.REACTIVATED_STATUS_REASON
            new_subscription_dict['status'] = Subscription.ACTIVE_STATUS
            if plan.recurring:
                new_subscription_dict['expiration_date'] = None
            else:
                new_subscription_dict[
                    'expiration_date'] = get_default_expiration_date(plan)
        else:
            return {'errors': "Plan is not found"}

    if 'payment_type' in params:
        new_subscription_dict['payment_type'] = params['payment_type']
    if 'notes' in params:
        new_subscription_dict['notes'] = params['notes']

    new_subscription_dict['modified_by_user_id'] = g.user_id

    new_subscription = Subscription(new_subscription_dict)
    db_session_users.add(new_subscription)

    # deactivate old subscription
    deactivate_subscriptions(new_subscription_dict['user_id'])

    db_session_users.commit()
    db_session_users.refresh(new_subscription)

    return {'new_subscription': new_subscription.to_dict()}
示例#7
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def create_marketing_campaign(user_id, params):
    marketing_campaign = MarketingCampaign(
        merge_two_dicts(params, {'created_by_user_id': user_id}))
    marketing_campaign.gen_token()
    db_session_users.add(marketing_campaign)
    db_session_users.commit()
    db_session_users.refresh(marketing_campaign)
    return {"marketing_campaign": marketing_campaign.to_dict()}
def handle_payment_event(event):
    payment_event_for_db = Payment_Event({
        'stripe_id': event.id,
        'properties': serializeClass(event)
    })
    db_session_users.add(payment_event_for_db)
    db_session_users.commit()
    db_session_users.refresh(payment_event_for_db)
    return {'event': 'event received'}
def create_annotation_task_group(params):

    # create annotation_task_group object and add to database
    new_annotation_task_group = AnnotationTaskTopicGroup(params)
    db_session_users.add(new_annotation_task_group)
    db_session_users.commit()
    db_session_users.refresh(new_annotation_task_group)
    #TODO: add check here about whether tasks ids in params actually exist

    task_group_dict = new_annotation_task_group.to_dict()
    return {"annotation_task_group": task_group_dict}
def deactivate_subscriptions(user_id):
    # a user should have only 1 current subscription at a time
    latest_subscriptions = db_session_users.query(Subscription).filter_by(
        user_id=user_id, latest=True).all()
    if latest_subscriptions is not None:
        for latest_subscription in latest_subscriptions:
            latest_subscription.latest = False
            latest_subscription.status = Subscription.INACTIVE_STATUS
            latest_subscription.end_date = datetime.datetime.utcnow()
            db_session_users.add(latest_subscription)
            db_session_users.commit()
            db_session_users.refresh(latest_subscription)
def flag_document(user_id, doc_id, params):
    issue_severity = params.get('issue_severity',
                                UserFlaggedDocument.REVIEW_SEVERITY)
    issue_type = params.get('issue_type', None)
    notes = params.get('notes', None)
    field = params.get('field', None)
    user_flagged_document_id = params.get('id', None)
    status = params.get('status', None)

    # for creating new user flagged documents
    if user_flagged_document_id is None:
        if not issue_type or issue_type not in ValidIssueTypes:
            return {
                'errors': "Issue type must be one of: " + str(ValidIssueTypes)
            }

        if issue_severity not in ValidIssueSeverities:
            return {
                'errors':
                "Issue severity must be one of: " + str(ValidIssueSeverities)
            }

        flagged_doc = UserFlaggedDocument({
            'user_id': user_id,
            'doc_id': doc_id,
            'issue_severity': issue_severity,
            'issue_type': issue_type,
            'notes': notes,
            'field': field,
        })

    # for updating an existing user flagged document (status is the only relevant use-case)
    else:
        flagged_doc = db_session_users.query(UserFlaggedDocument).filter_by(
            id=user_flagged_document_id).first()
        if status is not None:
            if status in ValidIssueStatuses:
                flagged_doc.status = status
            else:
                return {
                    'errors':
                    "Issue status must be one of: " + str(ValidIssueStatuses)
                }

    db_session_users.add(flagged_doc)
    db_session_users.commit()
    db_session_users.refresh(flagged_doc)
    return flagged_doc.to_dict()
def start_free_trial(user_id):
    stripe_id = 'free_trial'
    free_trial = db_session_users.query(Plan).filter_by(
        stripe_id=stripe_id).first()

    subscription_for_db = {
        'user_id': user_id,
        'stripe_id': free_trial.stripe_id,
        'plan_id': free_trial.id,
        'latest': True,
        'start_date': datetime.datetime.utcnow(),
        'expiration_date': get_default_expiration_date(free_trial),
        'status': 'active'
    }
    subscription_for_db = Subscription(subscription_for_db)
    deactivate_subscriptions(user_id)
    db_session_users.add(subscription_for_db)
    db_session_users.commit()
    db_session_users.refresh(subscription_for_db)
def create_saved_search(user_id, params):
    name = params.get('name', None)
    name_conflict_user = db_session_users.query(UserSavedSearch).filter_by(
        user_id=user_id, name=name).first()
    if name_conflict_user:
        return jsonify({
            'errors':
            "Saved search name: " + name + " is already being used"
        }), 409

    search_args = params['search_args']
    saved_search = UserSavedSearch({
        'user_id': user_id,
        'search_args': search_args,
        'name': name
    })
    db_session_users.add(saved_search)
    db_session_users.commit()
    db_session_users.refresh(saved_search)
    return jsonify({"saved_search": saved_search.to_dict()})
示例#14
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def create_rated_search(user_id, params):
    is_relevant = params.get('is_relevant', None)
    doc_id = params.get('doc_id', None)
    search_args = params.get('search_args', None)
    search_entry = find_or_return_new_search_query(search_args, save_and_refresh_if_new=True)
    
    # NOTE: Although data is recorded on the UserSearchResultRating table, this method is 
    # also used to keep track of ratings for data outside of a user search (ie. topic buttons relevancy) 
    user_search_result_rating = db_session_users.query(UserSearchResultRating)\
        .filter_by(user_id=user_id, doc_id=doc_id, search_query_id=search_entry.id).first()
    if user_search_result_rating is None:
        user_search_result_rating = \
            UserSearchResultRating({'user_id': user_id, 'search_query_id': search_entry.id, 'doc_id': doc_id})

    user_search_result_rating.is_relevant = is_relevant

    db_session_users.add(user_search_result_rating)
    db_session_users.commit()
    db_session_users.refresh(user_search_result_rating)
    return {}
示例#15
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def update_marketing_campaign(marketing_campaign_id, params):
    marketing_campaign = db_session_users.query(MarketingCampaign).filter_by(
        id=marketing_campaign_id).first()

    if 'start_date' in params:
        marketing_campaign.start_date = params['start_date']

    if 'end_date' in params:
        marketing_campaign.end_date = params['end_date']

    if 'name' in params:
        marketing_campaign.name = params['name']

    if 'notes' in params:
        marketing_campaign.notes = params['notes']

    # n.b. for regenerating the token
    if 'token' in params:
        marketing_campaign.gen_token()

    db_session_users.add(marketing_campaign)
    db_session_users.commit()
    db_session_users.refresh(marketing_campaign)
    return {"marketing_campaign": marketing_campaign.to_dict()}
示例#16
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def pop_annotation_job_from_queue(annotation_task_id, user_id):
    time_now = datetime.datetime.now()

    # grabs queued annotation jobs for this task that are assigned to the user (or nobody),
    # ordered first by whether they are have a user assignment, next by highest priority,
    # and finally falling back on the oldest created
    annotation_job = db_session_users.query(AnnotationJob).filter_by(annotation_task_id=annotation_task_id)\
        .filter_by(status=AnnotationJob.QUEUED_STATUS)\
        .filter(or_(AnnotationJob.user_id == user_id, AnnotationJob.user_id == None))\
        .order_by(AnnotationJob.user_id.nullslast(), AnnotationJob.priority.desc(), AnnotationJob.created_at.asc()).first()

    # if by chance, we are in the period of time between when a task was updated, but before the next queuing run
    # came around, we want to make sure to look up annotation jobs for older annotation tasks too
    if annotation_job is None:
        old_annotation_task_ids = db_session_users.query(AnnotationTask.id).filter_by(active_task_id=annotation_task_id).subquery()
        annotation_job = db_session_users.query(AnnotationJob)\
            .filter(AnnotationJob.annotation_task_id.in_(old_annotation_task_ids)) \
            .filter_by(status=AnnotationJob.QUEUED_STATUS) \
            .filter(or_(AnnotationJob.user_id == user_id, AnnotationJob.user_id == None)) \
            .order_by(AnnotationJob.user_id.nullslast(), AnnotationJob.priority.desc(), AnnotationJob.created_at.asc()).first()

    if annotation_job is None:
        return {"annotation_job": None}

    annotation_job.status = AnnotationJob.ASSIGNED_STATUS
    annotation_job.user_id = user_id
    annotation_job.assigned_at = time_now

    db_session_users.add(annotation_job)
    db_session_users.commit()
    db_session_users.refresh(annotation_job)

    # n.b. mitigation strategy for race condition would look like: while the assigned user_id is not me -> query again
    # change status to error status if document is not found in index
    try:
        doc_dict = jsearch.get_record(annotation_job.doc_id)
    except NotFoundError:
        annotation_job.status = AnnotationJob.ERROR_STATUS
        annotation_job.notes = "Document is not found"
        db_session_users.add(annotation_job)
        db_session_users.commit()
        db_session_users.refresh(annotation_job)
        return {"errors": "Document is not found. Doc ID: " + str(annotation_job.doc_id)}

    # if this is training job, return info about correct judgment
    if annotation_job.is_gold_evaluation:
        # get gold judgment info to return with annotation_job object
        topic_group_id_subquery = db_session_users.query(AnnotationTask.annotation_task_topic_group_id)\
                                                  .filter_by(id=annotation_job.annotation_task_id)\
                                                  .subquery()  # should contain just one result
        gold_judgment_id_subquery = db_session_users.query(AggregatedAnnotations.gold_topic_annotation_id)\
                                                    .filter_by(doc_id=annotation_job.doc_id)\
                              .filter(AggregatedAnnotations.annotation_task_group_id.in_(topic_group_id_subquery))\
                                                    .subquery()
        gold_judgment_object = db_session_users.query(TopicAnnotation.is_positive,
                                                      TopicAnnotation.admin_notes)\
                                               .filter(TopicAnnotation.id.in_(gold_judgment_id_subquery))\
                                               .first()  # this query should return just one object anyway
        return {'annotation_job': annotation_job.to_dict(),
                'document': doc_dict,
                'correct_judgment': gold_judgment_object.is_positive,
                'correct_judgment_notes': gold_judgment_object.admin_notes}

    return {'annotation_job': annotation_job.to_dict(), 'document': doc_dict}
示例#17
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def update_document(user_id, doc_id, params):
    user_flagged_document_id = params.get('user_flagged_document_id', None)

    fix_contributor_notes = params.get('fix_contributor_notes', None)
    skip_contributor_notes = params.get('skip_contributor_notes', None)

    flagged_doc = None
    if user_flagged_document_id is not None:
        flagged_doc = db_session_users.query(UserFlaggedDocument).filter_by(
            id=user_flagged_document_id).first()

    # Change status without making updates in document
    # in case admin decides to not update document flagged by contributor
    if skip_contributor_notes:
        if flagged_doc is not None:
            flagged_doc.status = UserFlaggedDocument.PROCESSED_STATUS
            db_session_users.add(flagged_doc)
            db_session_users.commit()
        return {"status_updated": True}

    notes = params.get('notes', None)
    changes = {}
    category = params.get('category', None)
    if category:
        changes["category"] = category

    publication_date = params.get('publication_date', None)
    if publication_date:
        changes["publication_date"] = publication_date

    summary_text = params.get('summary_text', None)
    if summary_text:
        changes["summary_text"] = summary_text

    title = params.get('title', None)
    if title:
        changes["title"] = title

    topics_to_add = params.get('topics_to_add', None)
    if topics_to_add:
        changes["topics_to_add"] = topics_to_add

    topics_to_remove = params.get('topics_to_remove', None)
    if topics_to_remove:
        changes["topics_to_remove"] = topics_to_remove

    if not changes:
        return {
            'errors': "changes submitted to update document must not be empty"
        }

    updated_doc = UserDocumentUpdate({
        'user_id': user_id,
        'doc_id': doc_id,
        'notes': notes,
        'changes': changes,
    })

    # Update status of flagged document
    if flagged_doc is not None:
        if fix_contributor_notes:
            flagged_doc.status = UserFlaggedDocument.FIXED_STATUS
        else:
            flagged_doc.status = UserFlaggedDocument.PROCESSED_STATUS
        db_session_users.add(flagged_doc)

    db_session_users.add(updated_doc)
    db_session_users.commit()
    db_session_users.refresh(updated_doc)

    return updated_doc.to_dict()
示例#18
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def update_annotation_task(annotation_task_id, params):
    original_annotation_task = db_session_users.query(
        AnnotationTask).filter_by(id=annotation_task_id).first()
    num_annotation_jobs = db_session_users.query(AnnotationJob).filter_by(
        annotation_task_id=annotation_task_id).count()

    # n.b. updating the topics hash means that we need to swap this task for a new one for
    # consistency of which annotations were generated against which task, as it is valuable to know
    # which topics were presented when annotations are created, likewise what the user and other config options
    # note: there is no need for a new task until this task has jobs added for it, so when the job count is still 0,
    #       we can do a direct update to the existing task instead
    # note: onboarding mode tasks (with is_training_task=True) also do not create a new task when they date updated
    if num_annotation_jobs > 0 and not original_annotation_task.is_training_task and \
            ('topics' in params or
             'user_ids' in params or
             'config' in params or
             'term_sampling_group_ids' in params or
             'is_training_task' in params or
             'include_gold_annotations' in params or
             'annotation_task_topic_group_id' in params):

        new_annotation_task_dict = original_annotation_task.__dict__

        if 'topics' in params:
            new_annotation_task_dict['topics'] = params['topics']

        # must be done before setting is_training_task due to check in setting is_training_task
        if 'annotation_task_topic_group_id' in params:
            new_annotation_task_dict[
                'annotation_task_topic_group_id'] = params[
                    'annotation_task_topic_group_id']
            # update is_training_task to be False if no longer in annotation_task_topic_group
            if new_annotation_task_dict[
                    'annotation_task_topic_group_id'] is None:
                new_annotation_task_dict['is_training_task'] = False

        if 'user_ids' in params:
            new_annotation_task_dict['user_ids'] = params['user_ids']

        # n.b. changing status between active/inactive in effect toggles this task on/off
        if 'status' in params and params['status'] in VALID_TASK_STATUSES:
            new_annotation_task_dict['status'] = params['status']

        if 'config' in params:
            new_annotation_task_dict['config'] = merge_two_dicts(
                new_annotation_task_dict['config'], params['config'])
            if 'num_touches' in new_annotation_task_dict[
                    'config'] and new_annotation_task_dict['config'][
                        'num_touches'] == '':
                del new_annotation_task_dict['config']['num_touches']

        if 'name' in params:
            new_annotation_task_dict['name'] = params['name']

        # only allow setting this to True if this annotation_task is in an annotation_task_topic_group
        # TODO: currently possible to do illegal is_training_task update (with not effect) that creates new task
        if 'is_training_task' in params and params['is_training_task'] is True:
            if new_annotation_task_dict[
                    'annotation_task_topic_group_id'] is not None:
                new_annotation_task_dict['is_training_task'] = params[
                    'is_training_task']

        if 'include_gold_annotations' in params:
            new_annotation_task_dict['include_gold_annotations'] = params[
                'include_gold_annotations']

        if 'is_contributor_task' in params:
            new_annotation_task_dict['is_contributor_task'] = params[
                'is_contributor_task']

        new_annotation_task = AnnotationTask(new_annotation_task_dict)
        db_session_users.add(new_annotation_task)

        # n.b. connect the tasks together and mark the old one as inactive
        original_annotation_task.active_task = new_annotation_task
        original_annotation_task.status = AnnotationTask.INACTIVE_STATUS
        db_session_users.add(original_annotation_task)

        # also deal with any even older annotation tasks and make sure they get their active_task_id updated too
        for older_annotation_task in \
                db_session_users.query(AnnotationTask).filter_by(active_task_id=original_annotation_task.id):
            older_annotation_task.active_task = new_annotation_task
            db_session_users.add(older_annotation_task)

        db_session_users.commit()
        db_session_users.refresh(new_annotation_task)

        # update any annotation_task_groups containing original_annotation_task to point to new task
        all_task_groups = db_session_users.query(
            AnnotationTaskTopicGroup).all()  # get all task groups
        for group in all_task_groups:
            if annotation_task_id in group.annotation_task_ids:
                # update task id list to point to new annotation task id
                # list is a tuple, so cannot be mutated in-place
                new_ids = [
                    id for id in group.annotation_task_ids
                    if id != annotation_task_id
                ]
                new_ids.append(new_annotation_task.id)
                group.annotation_task_ids = new_ids
                db_session_users.add(group)
                db_session_users.commit()

        if 'term_sampling_group_ids' in params:
            new_term_sampling_ids = params['term_sampling_group_ids']
        else:
            existing_term_sampling_group_ids = [
                t[0] for t in db_session_users.query(
                    AnnotationTaskTermSamplingGroup.term_sampling_group_id).
                filter_by(annotation_task_id=original_annotation_task.id)
            ]
            new_term_sampling_ids = existing_term_sampling_group_ids

        for term_sampling_group_id in new_term_sampling_ids:
            attsg = AnnotationTaskTermSamplingGroup({
                'annotation_task_id':
                new_annotation_task.id,
                'term_sampling_group_id':
                term_sampling_group_id
            })
            db_session_users.add(attsg)

        if len(new_term_sampling_ids) > 0:
            db_session_users.commit()

        task_to_return = new_annotation_task

    # allow basic updates of status/config/name
    else:
        # n.b. changing status between active/inactive in effect toggles this task on/off
        if 'status' in params and params['status'] in VALID_TASK_STATUSES:
            original_annotation_task.status = params['status']

        if 'name' in params:
            original_annotation_task.name = params['name']

        if 'is_contributor_task' in params:
            original_annotation_task.is_contributor_task = params[
                'is_contributor_task']

        # must be done before setting is_training_task due to check in setting is_training_task
        if 'annotation_task_topic_group_id' in params:
            original_annotation_task.annotation_task_topic_group_id = params[
                'annotation_task_topic_group_id']
            # update is_training_task to be False if no longer in annotation_task_topic_group
            if original_annotation_task.annotation_task_topic_group_id is None:
                original_annotation_task.is_training_task = False

        ## n.b. these all can get updated here in the annotation jobs == 0 use case ##

        # only allow setting this to True if this annotation_task is in an annotation_task_topic_group
        if 'is_training_task' in params and params['is_training_task'] is True:
            if original_annotation_task.annotation_task_topic_group_id is not None:
                original_annotation_task.is_training_task = params[
                    'is_training_task']

        if 'include_gold_annotations' in params:
            original_annotation_task.include_gold_annotations = params[
                'include_gold_annotations']

        if 'topics' in params:
            original_annotation_task.topics = params['topics']

        if 'user_ids' in params:
            original_annotation_task.user_ids = params['user_ids']

        if 'config' in params:
            original_annotation_task.config = merge_two_dicts(
                original_annotation_task.config, params['config'])
            if 'num_touches' in original_annotation_task.config and original_annotation_task.config[
                    'num_touches'] == '':
                del original_annotation_task.config['num_touches']

        if 'term_sampling_group_ids' in params:
            new_term_sampling_ids = params['term_sampling_group_ids']
            existing_tsgs = db_session_users.query(AnnotationTaskTermSamplingGroup)\
                .filter_by(annotation_task_id=original_annotation_task.id).all()
            existing_tsg_id_map = {
                t.term_sampling_group_id: t
                for t in existing_tsgs
            }
            removed_ids = [
                item for item in existing_tsg_id_map.keys()
                if item not in new_term_sampling_ids
            ]
            for term_sampling_group_id in new_term_sampling_ids:
                if term_sampling_group_id not in existing_tsg_id_map:
                    attsg = AnnotationTaskTermSamplingGroup({
                        'annotation_task_id':
                        original_annotation_task.id,
                        'term_sampling_group_id':
                        term_sampling_group_id
                    })
                    db_session_users.add(attsg)

            for term_sampling_group_id in removed_ids:
                db_session_users.query(
                    AnnotationTaskTermSamplingGroup).filter_by(
                        annotation_task_id=original_annotation_task.id,
                        term_sampling_group_id=term_sampling_group_id).delete(
                        )

        db_session_users.add(original_annotation_task)
        db_session_users.commit()
        task_to_return = original_annotation_task

    task_dict = task_to_return.to_dict()
    task_dict["old_tasks"] = [
        t.to_dict() for t in db_session_users.query(AnnotationTask).filter_by(
            active_task_id=task_to_return.id)
    ]
    term_sampling_group_ids = db_session_users.query(AnnotationTaskTermSamplingGroup.term_sampling_group_id) \
        .filter_by(annotation_task_id=task_to_return.id)
    task_dict["term_sampling_group_ids"] = [
        t[0] for t in term_sampling_group_ids
    ]
    return {"annotation_task": task_dict}