depicts/app.py

#!/usr/bin/python3

from flask import Flask, render_template, url_for, redirect, request, g, jsonify, session
from depicts import (utils, wdqs, commons, mediawiki, artwork, database,
                     wd_catalog, human, wikibase, wikidata_oauth, wikidata_edit)
from depicts.pager import Pagination, init_pager
from depicts.model import (DepictsItem, DepictsItemAltLabel, Edit, ArtworkItem,
                           Language)
from depicts.error_mail import setup_error_mail
from requests_oauthlib import OAuth1Session
from werkzeug.exceptions import InternalServerError
from werkzeug.debug.tbtools import get_current_traceback
from sqlalchemy import func, distinct
from collections import defaultdict
import json
import os
import locale
import random

locale.setlocale(locale.LC_ALL, 'en_US.UTF-8')
user_agent = 'Mozilla/5.0 (X11; Linux i586; rv:32.0) Gecko/20160101 Firefox/32.0'

app = Flask(__name__)
app.config.from_object('config.default')
database.init_db(app.config['DB_URL'])
init_pager(app)
setup_error_mail(app)

find_more_props = {
    'P135': 'movement',
    'P136': 'genre',
    'P170': 'artist',
    'P195': 'collection',
    'P276': 'location',
    'P495': 'country of origin',
    'P127': 'owned by',
    'P179': 'part of the series',
    'P921': 'main subject',
    'P186': 'material used',
    'P88': 'commissioned by',
    'P1028': 'donated by',
    'P1071': 'location of final assembly',
    'P138': 'named after',
    'P1433': 'published in',
    'P144': 'based on',
    'P2079': 'fabrication method',
    'P2348': 'time period',
    'P361': 'part of',
    'P608': 'exhibition history',
    'P180': 'depicts',
    'P31': 'instance of',

    # possible future props
    # 'P571': 'inception',
    # 'P166': 'award received', (only 2)
    # 'P1419': 'shape',  (only 2)
    # 'P123': 'publisher', (only 1)
}

isa_list = [
    'Q60520',     # sketchbook
    'Q93184',     # drawing
    'Q3305213',   # painting
    'Q15123870',  # lithograph
    'Q18761202',  # watercolor painting
    'Q79218',     # triptych
    'Q2647254',   # study
    'Q46686'      # reredos
]

@app.teardown_appcontext
def shutdown_session(exception=None):
    database.session.remove()

@app.errorhandler(InternalServerError)
def exception_handler(e):
    tb = get_current_traceback()
    return render_template('show_error.html', tb=tb), 500

@app.template_global()
def set_url_args(**new_args):
    args = request.view_args.copy()
    args.update(request.args)
    args.update(new_args)
    args = {k: v for k, v in args.items() if v is not None}
    return url_for(request.endpoint, **args)

@app.template_global()
def current_url():
    args = request.view_args.copy()
    args.update(request.args)
    return url_for(request.endpoint, **args)

@app.before_request
def init_profile():
    g.profiling = []

@app.before_request
def global_user():
    g.user = wikidata_oauth.get_username()

@app.route('/settings')
def user_settings():
    session['no_find_more'] = not session.get('no_find_more')
    display = {True: 'on', False: 'off'}[not session['no_find_more']]

    return 'flipped. find more is ' + display

def existing_edit(item_id, depicts_id):
    q = Edit.query.filter_by(artwork_id=item_id, depicts_id=depicts_id)
    return q.count() != 0

@app.route('/save/Q<int:item_id>', methods=['POST'])
def save(item_id):
    depicts = request.form.getlist('depicts')
    username = wikidata_oauth.get_username()
    assert username

    token = wikidata_oauth.get_token()

    artwork_item = ArtworkItem.query.get(item_id)
    if artwork_item is None:
        artwork_entity = mediawiki.get_entity_with_cache(f'Q{item_id}')
        label = wikibase.get_entity_label(artwork_entity)
        artwork_item = ArtworkItem(item_id=item_id, label=label, entity=artwork_entity)
        database.session.add(artwork_item)
        database.session.commit()

    for depicts_qid in depicts:
        depicts_id = int(depicts_qid[1:])

        depicts_item = DepictsItem.query.get(depicts_id)
        if depicts_item is None:
            depicts_item = wikidata_edit.create_depicts_item(depicts_id)
            database.session.add(depicts_item)
            database.session.commit()

    for depicts_qid in depicts:
        depicts_id = int(depicts_qid[1:])
        if existing_edit(item_id, depicts_id):
            continue

        r = create_claim(item_id, depicts_id, token)
        reply = r.json()
        if 'error' in reply:
            return 'error:' + r.text
        print(r.text)
        saved = r.json()
        lastrevid = saved['pageinfo']['lastrevid']
        assert saved['success'] == 1
        edit = Edit(username=username,
                    artwork_id=item_id,
                    depicts_id=depicts_id,
                    lastrevid=lastrevid)
        database.session.add(edit)
        database.session.commit()

    return redirect(url_for('next_page', item_id=item_id))

@app.route("/property/P<int:property_id>")
def property_query_page(property_id):
    pid = f'P{property_id}'
    sort = request.args.get('sort')
    sort_by_name = sort and sort.lower().strip() == 'name'

    q = render_template('query/property.sparql', pid=pid)
    rows = wdqs.run_query_with_cache(q, name=pid)

    no_label_qid = [row['object']['value'].rpartition('/')[2]
                    for row in rows
                    if 'objectLabel' not in row and '/' in row['object']['value']]

    if no_label_qid:
        extra_label = get_labels(no_label_qid, name=f'{pid}_extra_labels')
        if extra_label:
            for row in rows:
                item = row['object']['value']
                if 'objectLabel' in row or '/' not in item:
                    continue
                qid = item.rpartition('/')[2]
                if extra_label.get(qid):
                    row['objectLabel'] = {'value': extra_label[qid]}

    if sort_by_name:
        # put rows with no English label at the end
        no_label = [row for row in rows if 'objectLabel' not in row]
        has_label = sorted((row for row in rows if 'objectLabel' in row),
                            key=lambda row: locale.strxfrm(row['objectLabel']['value']))
        rows = has_label + no_label
    label = find_more_props[pid]

    return render_template('property.html',
                           label=label,
                           order=('name' if sort_by_name else 'count'),
                           pid=pid,
                           rows=rows)

@app.route('/')
def start():
    return random_artwork()
    username = wikidata_oauth.get_username()
    username = None
    return render_template('start.html', username=username)

@app.route('/next')
def random_artwork():
    q = render_template('query/artwork_no_depicts.sparql')
    rows = wdqs.run_query_with_cache(q)
    has_depicts = True
    while has_depicts:
        item_id = wdqs.row_id(random.choice(rows))
        if ArtworkItem.query.get(item_id):
            continue
        entity = mediawiki.get_entity_with_cache(f'Q{item_id}', refresh=True)
        en_label = wikibase.get_en_label(entity)
        if en_label and en_label.startswith('Page from '):
            # example: Q60467422
            # title: Page from Tales of a Parrot (Tuti-nama): text page
            # this is not a painting
            continue
        has_depicts = 'P180' in entity['claims']

    session[f'Q{item_id}'] = 'from redirect'
    return redirect(url_for('item_page', item_id=item_id))

@app.route('/oauth/start')
def start_oauth():
    next_page = request.args.get('next')
    if next_page:
        session['after_login'] = next_page

    client_key = app.config['CLIENT_KEY']
    client_secret = app.config['CLIENT_SECRET']
    base_url = 'https://www.wikidata.org/w/index.php'
    request_token_url = base_url + '?title=Special%3aOAuth%2finitiate'

    oauth = OAuth1Session(client_key,
                          client_secret=client_secret,
                          callback_uri='oob')
    fetch_response = oauth.fetch_request_token(request_token_url)

    session['owner_key'] = fetch_response.get('oauth_token')
    session['owner_secret'] = fetch_response.get('oauth_token_secret')

    base_authorization_url = 'https://www.wikidata.org/wiki/Special:OAuth/authorize'
    authorization_url = oauth.authorization_url(base_authorization_url,
                                                oauth_consumer_key=client_key)
    return redirect(authorization_url)

@app.route("/oauth/callback", methods=["GET"])
def oauth_callback():
    base_url = 'https://www.wikidata.org/w/index.php'
    client_key = app.config['CLIENT_KEY']
    client_secret = app.config['CLIENT_SECRET']

    oauth = OAuth1Session(client_key,
                          client_secret=client_secret,
                          resource_owner_key=session['owner_key'],
                          resource_owner_secret=session['owner_secret'])

    oauth_response = oauth.parse_authorization_response(request.url)
    verifier = oauth_response.get('oauth_verifier')
    access_token_url = base_url + '?title=Special%3aOAuth%2ftoken'
    oauth = OAuth1Session(client_key,
                          client_secret=client_secret,
                          resource_owner_key=session['owner_key'],
                          resource_owner_secret=session['owner_secret'],
                          verifier=verifier)

    oauth_tokens = oauth.fetch_access_token(access_token_url)
    session['owner_key'] = oauth_tokens.get('oauth_token')
    session['owner_secret'] = oauth_tokens.get('oauth_token_secret')

    next_page = session.get('after_login')
    return redirect(next_page) if next_page else random_artwork()

@app.route('/oauth/disconnect')
def oauth_disconnect():
    for key in 'owner_key', 'owner_secret', 'username', 'after_login':
        if key in session:
            del session[key]
    return redirect(url_for('browse_page'))

def create_claim(artwork_id, depicts_id, token):
    artwork_qid = f'Q{artwork_id}'
    value = json.dumps({'entity-type': 'item',
                        'numeric-id': depicts_id})
    params = {
        'action': 'wbcreateclaim',
        'entity': artwork_qid,
        'property': 'P180',
        'snaktype': 'value',
        'value': value,
        'token': token,
        'format': 'json',
        'formatversion': 2,
    }
    return wikidata_oauth.api_post_request(params)

def image_with_cache(qid, image_filename, width):
    filename = f'cache/{qid}_{width}_image.json'
    if os.path.exists(filename):
        detail = json.load(open(filename))
    else:
        detail = commons.image_detail([image_filename], thumbwidth=width)
        json.dump(detail, open(filename, 'w'), indent=2)

    return detail[image_filename]

def existing_depicts_from_entity(entity):
    if 'P180' not in entity['claims']:
        return []
    existing = []
    new_depicts = False
    for claim in entity['claims']['P180']:
        item_id = claim['mainsnak']['datavalue']['value']['numeric-id']

        item = DepictsItem.query.get(item_id)
        if not item:
            item = wikidata_edit.create_depicts_item(item_id)
            database.session.add(item)
            new_depicts = True
        d = {
            'label': item.label,
            'description': item.description,
            'qid': f'Q{item.item_id}',
            'count': item.count,
            'existing': True,
        }
        existing.append(d)
    if new_depicts:
        database.session.commit()
    return existing

def get_institution(entity, other):
    if 'P276' in entity['claims']:
        location = wikibase.first_datavalue(entity, 'P276')
        if location:
            return other[location['id']]
    if 'P195' in entity['claims']:
        collection = wikibase.first_datavalue(entity, 'P195')
        if collection:
            return other[collection['id']]

@app.route("/item/Q<int:item_id>")
def item_page(item_id):
    qid = f'Q{item_id}'
    item = artwork.Artwork(qid)
    from_redirect = qid in session and session.pop(qid) == 'from redirect'
    entity = mediawiki.get_entity_with_cache(qid, refresh=not from_redirect)

    existing_depicts = existing_depicts_from_entity(entity)

    width = 800
    image_filename = item.image_filename
    if image_filename:
        image = image_with_cache(qid, image_filename, width)
    else:
        image = None

    # hits = item.run_query()
    label_and_language = get_entity_label_and_language(entity)
    if label_and_language:
        label = label_and_language['label']
    else:
        label = None
    other = get_other(item.entity)

    people = human.from_name(label) if label else None

    artwork_item = ArtworkItem.query.get(item_id)
    if artwork_item is None:
        artwork_item = ArtworkItem(item_id=item_id, label=label, entity=entity)
        database.session.add(artwork_item)

    catalog = wd_catalog.get_catalog_from_artwork(entity)
    if not catalog.get('institution'):
        catalog['institution'] = get_institution(entity, other)

    label_languages = label_and_language['languages'] if label_and_language else []
    show_translation_links = all(lang.code != 'en' for lang in label_languages)
    return render_template('item.html',
                           qid=qid,
                           item_id=item_id,
                           item=item,
                           catalog=catalog,
                           labels=find_more_props,
                           entity=item.entity,
                           username=g.user,
                           label=label,
                           label_languages=label_languages,
                           show_translation_links=show_translation_links,
                           existing_depicts=existing_depicts,
                           image=image,
                           people=people,
                           other=other,
                           # hits=hits,
                           title=item.display_title)

def get_languages(codes):
    return Language.query.filter(Language.wikimedia_language_code.in_(codes))

def get_entity_label_and_language(entity):
    '''
    Look for a useful label and return it with a list of languages that have that label.

    If the entity has a label in English return it.

    Otherwise check if all languages have the same label, if so then return it.
    '''

    group_by_label = defaultdict(set)
    for language, l in entity['labels'].items():
        group_by_label[l['value']].add(language)

    if 'en' in entity['labels']:
        label = entity['labels']['en']['value']
        return {'label': label,
                'languages': get_languages(group_by_label[label])}

    if len(group_by_label) == 1:
        label, languages = list(group_by_label.items())[0]
        return {'label': label,
                'languages': get_languages(languages)}

def get_labels(keys, name=None):
    keys = sorted(keys, key=lambda i: int(i[1:]))
    if name is None:
        name = '_'.join(keys)
    filename = f'cache/{name}_labels.json'
    labels = []
    if os.path.exists(filename):
        from_cache = json.load(open(filename))
        if isinstance(from_cache, dict) and from_cache.get('keys') == keys:
            labels = from_cache['labels']
    if not labels:
        for cur in utils.chunk(keys, 50):
            labels += mediawiki.get_entities(cur, props='labels')

        json.dump({'keys': keys, 'labels': labels},
                  open(filename, 'w'), indent=2)

    return {entity['id']: wikibase.get_entity_label(entity) for entity in labels}

def build_other_set(entity):
    other_items = set()
    for key in find_more_props.keys():
        if key not in entity['claims']:
            continue
        for claim in entity['claims'][key]:
            if 'datavalue' in claim['mainsnak']:
                other_items.add(claim['mainsnak']['datavalue']['value']['id'])
    return other_items

def get_other(entity):
    other_items = build_other_set(entity)
    return get_labels(other_items)

@app.route("/edits")
def list_edits():
    edit_list = Edit.query.order_by(Edit.timestamp.desc())

    item_count = (database.session
                          .query(func.count(distinct(Edit.artwork_id)))
                          .scalar())

    user_count = (database.session
                          .query(func.count(distinct(Edit.username)))
                          .scalar())

    return render_template('list_edits.html',
                           edits=Edit.query,
                           edit_list=edit_list,
                           item_count=item_count,
                           user_count=user_count)

@app.route("/user/<username>")
def user_page(username):
    edit_list = (Edit.query.filter_by(username=username)
                           .order_by(Edit.timestamp.desc()))

    item_count = (database.session
                          .query(func.count(distinct(Edit.artwork_id)))
                          .filter_by(username=username)
                          .scalar())

    return render_template('user_page.html',
                           username=username,
                           edits=Edit.query,
                           edit_list=edit_list,
                           item_count=item_count)

@app.route("/next/Q<int:item_id>")
def next_page(item_id):
    qid = f'Q{item_id}'

    entity = mediawiki.get_entity_with_cache(qid)

    width = 800
    image_filename = wikibase.first_datavalue(entity, 'P18')
    image = image_with_cache(qid, image_filename, width)

    label = wikibase.get_entity_label(entity)
    other = get_other(entity)

    other_list = []
    for key, prop_label in find_more_props.items():
        if key == 'P186':  # skip material used
            continue       # too generic
        claims = entity['claims'].get(key)
        if not claims:
            continue

        values = []

        for claim in claims:
            if 'datavalue' not in claim['mainsnak']:
                continue
            value = claim['mainsnak']['datavalue']['value']
            claim_qid = value['id']
            if claim_qid == 'Q4233718':
                continue  # anonymous artist
            numeric_id = value['numeric-id']
            href = url_for('find_more_page', property_id=key[1:], item_id=numeric_id)
            values.append({
                'href': href,
                'qid': claim_qid,
                'label': other.get(claim_qid),
            })

        if not values:
            continue

        qid_list = [v['qid'] for v in values]

        other_list.append({
            'label': prop_label,
            'image_lookup': url_for('find_more_json', pid=key, qid=qid_list),
            'pid': key,
            'values': values,
            'images': [],
        })

    return render_template('next.html',
                           qid=qid,
                           label=label,
                           image=image,
                           labels=find_more_props,
                           other=other,
                           entity=entity,
                           other_props=other_list)

@app.route('/P<int:property_id>/Q<int:item_id>')
def find_more_page(property_id, item_id):
    pid, qid = f'P{property_id}', f'Q{item_id}'
    return redirect(url_for('browse_page', **{pid: qid}))

def get_facets(params):
    flat = '_'.join(f'{pid}={qid}' for pid, qid in params)

    properties = [pid for pid in find_more_props.keys()
                  if pid not in request.args]

    q = render_template('query/facet.sparql',
                        params=params,
                        isa_list=isa_list,
                        properties=properties)

    bindings = wdqs.run_query_with_cache(q, flat + '_facets')

    facets = {key: [] for key in find_more_props.keys()}
    for row in bindings:
        pid = row['property']['value'].rpartition('/')[2]
        qid = row['object']['value'].rpartition('/')[2]
        label = row['objectLabel']['value']
        count = int(row['count']['value'])

        facets[pid].append({'qid': qid, 'label': label, 'count': count})

    return {
        key: sorted(values, key=lambda i: i['count'], reverse=True)[:15]
        for key, values in facets.items()
        if values
    }

def get_artwork_params():
    return [(pid, qid) for pid, qid in request.args.items()
            if pid.startswith('P') and qid.startswith('Q')]

def filter_artwork(params):
    flat = '_'.join(f'{pid}={qid}' for pid, qid in params)
    q = render_template('query/find_more.sparql',
                        params=params,
                        isa_list=isa_list)
    bindings = wdqs.run_query_with_cache(q, flat)

    return bindings

@app.route('/catalog')
def catalog_page():
    params = get_artwork_params()
    bindings = filter_artwork(params)
    page = utils.get_int_arg('page') or 1
    page_size = 45

    item_ids = set()
    for row in bindings:
        item_id = wdqs.row_id(row)
        item_ids.add(item_id)

    qids = [f'Q{item_id}' for item_id in sorted(item_ids)]

    entities = mediawiki.get_entities_with_cache(qids)

    items = []
    other_items = set()
    for entity in entities:
        other_items.update(build_other_set(entity))
        item = {
            'label': wikibase.get_entity_label(entity),
            'qid': entity['id'],
            'item_id': int(entity['id'][1:]),
            'image_filename': wikibase.first_datavalue(entity, 'P18'),
            'entity': entity,
        }
        items.append(item)

    other = get_labels(other_items)

    flat = '_'.join(f'{pid}={qid}' for pid, qid in params)
    thumbwidth = 400
    cache_name = f'{flat}_{page}_{page_size}_{thumbwidth}'
    detail = get_image_detail_with_cache(items, cache_name, thumbwidth=thumbwidth)

    for item in items:
        item['url'] = url_for('item_page', item_id=item['item_id'])
        item['image'] = detail[item['image_filename']]

    item_labels = get_labels(qid for pid, qid in params)
    title = ' / '.join(find_more_props[pid] + ': ' + item_labels[qid]
                       for pid, qid in params)

    return render_template('catalog.html',
                           labels=find_more_props,
                           items=items,
                           other=other,
                           title=title)

def get_image_detail_with_cache(items, cache_name, thumbwidth=None, refresh=False):
    filenames = [cur['image_filename'] for cur in items]

    if thumbwidth is None:
        thumbwidth = app.config['THUMBWIDTH']

    filename = f'cache/{cache_name}_images.json'
    if not refresh and os.path.exists(filename):
        detail = json.load(open(filename))
    else:
        detail = commons.image_detail(filenames, thumbwidth=thumbwidth)
        json.dump(detail, open(filename, 'w'), indent=2)

    return detail

def browse_index():
    return render_template('browse_index.html', props=find_more_props)

@app.route('/debug/show_user')
def debug_show_user():
    userinfo = wikidata_oauth.userinfo_call()
    return '<pre>' + json.dumps(userinfo, indent=2) + '</pre>'

@app.route('/browse')
def browse_page():
    params = get_artwork_params()

    if not params:
        return browse_index()

    flat = '_'.join(f'{pid}={qid}' for pid, qid in params)

    item_labels = get_labels(qid for pid, qid in params)

    bindings = filter_artwork(params)

    facets = get_facets(params)

    page_size = 45

    item_map = wdqs.build_browse_item_map(bindings)

    all_items = []
    for item in item_map.values():
        if len(item['image_filename']) != 1:
            continue
        item['image_filename'] = item['image_filename'][0]
        all_items.append(item)

    page = utils.get_int_arg('page') or 1
    pager = Pagination(page, page_size, len(all_items))

    items = pager.slice(all_items)

    cache_name = f'{flat}_{page}_{page_size}'
    detail = get_image_detail_with_cache(items, cache_name)
    cache_refreshed = False

    for item in items:
        item['url'] = url_for('item_page', item_id=item['item_id'])
        image_filename = item['image_filename']
        if not cache_refreshed and image_filename not in detail:
            detail = get_image_detail_with_cache(items, cache_name, refresh=True)
            cache_refreshed = True
        item['image'] = detail[image_filename]

    title = ' / '.join(find_more_props[pid] + ': ' + item_labels[qid]
                       for pid, qid in params)

    catalog_url = url_for('catalog_page', **dict(params))

    return render_template('find_more.html',
                           facets=facets,
                           prop_labels=find_more_props,
                           label=title,
                           pager=pager,
                           params=params,
                           item_map=item_map,
                           catalog_url=catalog_url,
                           page=page,
                           labels=find_more_props,
                           bindings=bindings,
                           total=len(item_map),
                           items=items)

@app.route('/find_more.json')
def find_more_json():
    pid = request.args.get('pid')
    qid_list = request.args.getlist('qid')
    limit = 6

    q = render_template('query/find_more_basic.sparql',
                        qid_list=qid_list,
                        pid=pid,
                        limit=limit)

    filenames = []
    bindings = wdqs.run_query_with_cache(q, f'{pid}={",".join(qid_list)}_{limit}')
    items = []
    for row in bindings:
        item_id = wdqs.row_id(row)
        row_qid = f'Q{item_id}'
        image_filename = wdqs.commons_uri_to_filename(row['image']['value'])
        filenames.append(image_filename)
        items.append({'qid': row_qid,
                      'item_id': item_id,
                      'href': url_for('item_page', item_id=item_id),
                      'filename': image_filename})

    thumbheight = 120
    detail = commons.image_detail(filenames, thumbheight=thumbheight)

    for item in items:
        item['image'] = detail[item['filename']]

    return jsonify(items=items, q=q)

def wikibase_search(terms):
    hits = []
    r = mediawiki.api_call({
        'action': 'wbsearchentities',
        'search': terms,
        'limit': 'max',
        'language': 'en'
    })
    for result in r.json()['search']:
        hit = {
            'label': result['label'],
            'description': result.get('description') or None,
            'qid': result['id'],
            'count': 0,
        }
        if result['match']['type'] == 'alias':
            hit['alt_label'] = result['match']['text']
        hits.append(hit)

    return hits

def add_images_to_depicts_lookup(hits):
    qid_to_item = {hit['qid']: hit for hit in hits}
    all_qids = [hit['qid'] for hit in hits]
    entities = mediawiki.get_entities_with_cache(all_qids)

    for entity in entities:
        qid = entity['id']
        item = qid_to_item[qid]
        item.entity = entity
    database.session.commit()

    for hit in hits:
        item = qid_to_item[hit['qid']]
        if item.entity:
            image_filename = wikibase.first_datavalue(item.entity, 'P18')
            hit['image_filename'] = image_filename

    filenames = [hit['image_filename']
                 for hit in hits
                 if hit.get('image_filename')]
    filenames = filenames[:50]
    thumbwidth = 200
    detail = commons.image_detail(filenames, thumbwidth=thumbwidth)

    for hit in hits:
        filename = hit.get('image_filename')
        if not filename or filename not in detail:
            continue
        hit['image'] = detail[filename]

@app.route('/lookup')
def depicts_lookup():
    terms = request.args.get('terms')
    if not terms:
        return jsonify(error='terms parameter is required')

    terms = terms.strip()
    if len(terms) < 3:
        return jsonify(
            count=0,
            hits=[],
            notice='terms too short for lookup',
        )

    item_ids = []
    hits = []
    q1 = DepictsItem.query.filter(DepictsItem.label.ilike(terms + '%'))
    seen = set()
    for item in q1:
        hit = {
            'label': item.label,
            'description': item.description,
            'qid': item.qid,
            'count': item.count,
        }
        item_ids.append(item.item_id)
        hits.append(hit)
        seen.add(item.qid)

    cls = DepictsItemAltLabel
    q2 = cls.query.filter(cls.alt_label.ilike(terms + '%'),
                          ~cls.item_id.in_(item_ids))

    for alt in q2:
        item = alt.item
        hit = {
            'label': item.label,
            'description': item.description,
            'qid': item.qid,
            'count': item.count,
            'alt_label': alt.alt_label,
        }
        hits.append(hit)
        seen.add(item.qid)

    hits.sort(key=lambda hit: hit['count'], reverse=True)

    if app.config.get('LOOKUP_INCLUDES_IMAGES'):
        add_images_to_depicts_lookup(hits)

    if app.config.get('SEARCH_WIKIDATA'):
        search_hits = wikibase_search(terms)
        hits += [hit for hit in search_hits if hit['qid'] not in seen]

    ret = {
        'count': q1.count() + q2.count(),
        'hits': hits,
        'terms': terms,
    }

    return jsonify(ret)

@app.route('/report/missing_image')
def missing_image_report():
    limit = utils.get_int_arg('limit') or 1000
    q = DepictsItem.query.order_by(DepictsItem.count.desc()).limit(limit)

    qids = [item.qid for item in q]
    entities = mediawiki.get_entities_dict_with_cache(qids)

    item_list = []

    for depicts in q:
        entity = entities[depicts.qid]
        if any(wikibase.first_datavalue(entity, prop) for prop in ('P18', 'P2716')):
            continue
        item_list.append(depicts)

        # TODO: call wikidata search to find images that depict item

    return render_template('missing_image.html', item_list=item_list)


if __name__ == "__main__":
    app.debug = True
    app.run(host='0.0.0.0', debug=True)