SickGear/lib/api_tmdb/tmdb_api.py

# encoding:utf-8
# author:Prinz23
# project:tmdb_api

__author__ = 'Prinz23'
__version__ = '1.0'
__api_version__ = '1.0.0'

import datetime
import logging
import re

from lib import tmdbsimple
from lib.dateutil.parser import parser
from lib.exceptions_helper import ConnectionSkipException, ex
from lib.tvinfo_base import CastList, PersonGenders, RoleTypes, \
    TVInfoBase, TVInfoIDs, TVInfoImage, TVInfoImageSize, TVInfoImageType, TVInfoNetwork, TVInfoSocialIDs, \
    TVInfoCharacter, TVInfoPerson, TVInfoShow, TVInfoEpisode, TVInfoSeason, \
    TVINFO_IMDB, TVINFO_TMDB, TVINFO_TVDB, \
    TVINFO_FACEBOOK, TVINFO_INSTAGRAM, TVINFO_TWITTER
from json_helper import json_dumps
from sg_helpers import clean_data, enforce_type, get_url, iterate_chunk, try_int

from six import iteritems

# noinspection PyUnreachableCode
if False:
    from typing import Any, AnyStr, Dict, List, Optional, Union
    from six import integer_types

log = logging.getLogger('tmdb.api')
log.addHandler(logging.NullHandler())
tz_p = parser()
tmdbsimple.API_KEY = 'edc5f123313769de83a71e157758030b'

id_map = {TVINFO_IMDB: 'imdb_id', TVINFO_TVDB: 'tvdb_id',
          TVINFO_FACEBOOK: 'facebook_id', TVINFO_INSTAGRAM: 'instagram_id', TVINFO_TWITTER: 'twitter_id'}

tv_show_map = dict(
    name='seriesname', id='id', first_air_date='firstaired', status='status', original_language='language')

ep_group_types = {
    1: 'Original air date',
    2: 'Absolute',
    3: 'DVD',
    4: 'Digital',
    5: 'Story arc',
    6: 'Production',
    7: 'TV'
}

empty_ep = TVInfoEpisode()


def tmdb_get(self, path, params=None):
    url = self._get_complete_url(path)
    params = self._get_params(params)
    return get_url(url=url, params=params, json=True, raise_skip_exception=True)


def tmdb_post(self, path, params=None, payload=None):
    url = self._get_complete_url(path)
    params = self._get_params(params)
    data = json_dumps(payload) if payload else payload
    return get_url(url=url, params=params, post_data=data, json=True, raise_skip_exception=True)


tmdbsimple.base.TMDB._GET = tmdb_get
tmdbsimple.base.TMDB._POST = tmdb_post

_TMDB_CONSTANTS_CACHE = {'date': datetime.datetime(2000, 1, 1), 'data': {}}


def get_tmdb_constants():
    # type: (...) -> Dict
    """return tmdbsimple Configuration().info() or cached copy"""
    global _TMDB_CONSTANTS_CACHE
    # only retrieve info data if older than 3 days
    if 3 < (datetime.datetime.now() - _TMDB_CONSTANTS_CACHE['date']).days or not _TMDB_CONSTANTS_CACHE['data']:
        try:
            tv_genres = {g['id']: g['name'] for g in tmdbsimple.Genres().tv_list()['genres']}
            response = tmdbsimple.Configuration().info()
            sorted_poster_sizes = sorted((try_int(_p.replace('w', '')) for _p in response['images']['poster_sizes']
                                          if 'original' != _p), reverse=True)
            sorted_backdrop_sizes = sorted((try_int(_p.replace('w', '')) for _p in response['images']['backdrop_sizes']
                                            if 'original' != _p), reverse=True)
            sorted_profile_sizes = sorted((try_int(_p.replace('w', '')) for _p in response['images']['profile_sizes']
                                           if 'original' != _p and not _p.startswith('h')), reverse=True)
            sorted_still_sizes = sorted((try_int(_p.replace('w', '')) for _p in response['images']['still_sizes']
                                         if 'original' != _p and not _p.startswith('h')), reverse=True)
            _TMDB_CONSTANTS_CACHE = dict(
                date=datetime.datetime.now(),
                data=dict(
                    genres=tv_genres,
                    img_base_url=response['images']['secure_base_url'],
                    img_profile_sizes=response['images']['profile_sizes'],
                    poster_sizes=response['images']['poster_sizes'],
                    backdrop_sizes=response['images']['backdrop_sizes'],
                    logo_sizes=response['images']['logo_sizes'],
                    still_sizes=response['images']['still_sizes'],
                    change_keys=response['change_keys']
                )
            )
        except (BaseException, Exception):
            poster_sizes = ['w92', 'w154', 'w185', 'w342', 'w500', 'w780', 'original']
            sorted_poster_sizes = sorted((try_int(_p.replace('w', '')) for _p in poster_sizes
                                          if 'original' != _p), reverse=True)
            backdrop_sizes = ['w300', 'w780', 'w1280', 'original']
            sorted_backdrop_sizes = sorted((try_int(_p.replace('w', '')) for _p in backdrop_sizes
                                            if 'original' != _p), reverse=True)
            profile_sizes = ['w45', 'w185', 'h632', 'original']
            sorted_profile_sizes = sorted((try_int(_p.replace('w', '')) for _p in profile_sizes
                                           if 'original' != _p and not _p.startswith('h')), reverse=True)
            still_sizes = ['w92', 'w185', 'w300', 'original']
            sorted_still_sizes = sorted((try_int(_p.replace('w', '')) for _p in still_sizes
                                         if 'original' != _p and not _p.startswith('h')), reverse=True)
            _TMDB_CONSTANTS_CACHE['data'] = dict(
                genres={16: 'Animation', 18: 'Drama', 35: 'Comedy', 37: 'Western', 80: 'Crime', 99: 'Documentary',
                        9648: 'Mystery', 10751: 'Family', 10759: 'Action & Adventure', 10762: 'Kids',
                        10763: 'News', 10764: 'Reality', 10765: 'Sci-Fi & Fantasy', 10766: 'Soap',
                        10767: 'Talk', 10768: 'War & Politics'},
                img_base_url=r'https://image.tmdb.org/t/p/',
                img_profile_sizes=['w45', 'w185', 'h632', 'original'],
                poster_sizes=poster_sizes,
                backdrop_sizes=backdrop_sizes,
                logo_sizes=['w45', 'w92', 'w154', 'w185', 'w300', 'w500', 'original'],
                still_sizes=['w92', 'w185', 'w300', 'original'],
                change_keys=['adult', 'air_date', 'also_known_as', 'alternative_titles', 'biography', 'birthday',
                             'budget', 'cast', 'certifications', 'character_names', 'created_by', 'crew', 'deathday',
                             'episode', 'episode_number', 'episode_run_time', 'freebase_id', 'freebase_mid',
                             'general', 'genres', 'guest_stars', 'homepage', 'images', 'imdb_id', 'languages',
                             'name', 'network', 'origin_country', 'original_name', 'original_title', 'overview',
                             'parts', 'place_of_birth', 'plot_keywords', 'production_code', 'production_companies',
                             'production_countries', 'releases', 'revenue', 'runtime', 'season', 'season_number',
                             'season_regular', 'spoken_languages', 'status', 'tagline', 'title', 'translations',
                             'tvdb_id', 'tvrage_id', 'type', 'video', 'videos']
            )
        if isinstance(_TMDB_CONSTANTS_CACHE, dict) and 'data' in _TMDB_CONSTANTS_CACHE:
            _TMDB_CONSTANTS_CACHE['data'].update(dict(
                size_map={
                    TVInfoImageType.poster: {
                        TVInfoImageSize.original: 'original',
                        TVInfoImageSize.medium: 'w%s' % next((s for s in sorted_poster_sizes if s < 400), 342),
                        TVInfoImageSize.small: 'w%s' % next((s for s in sorted_poster_sizes if s < 200), 185)
                    },
                    TVInfoImageType.fanart: {
                        TVInfoImageSize.original: 'original',
                        TVInfoImageSize.medium: 'w%s' % next((s for s in sorted_backdrop_sizes if s < 1000), 780),
                        TVInfoImageSize.small: 'w%s' % next((s for s in sorted_backdrop_sizes if s < 500), 300)
                    },
                    TVInfoImageType.person_poster: {
                        TVInfoImageSize.original: 'original',
                        TVInfoImageSize.medium: 'w%s' % next((s for s in sorted_profile_sizes if s < 400), 185),
                        TVInfoImageSize.small: 'w%s' % next((s for s in sorted_profile_sizes if s < 150), 45)
                    },
                    TVInfoImageType.still: {
                        TVInfoImageSize.original: 'original',
                        TVInfoImageSize.medium: 'w%s' % next((s for s in sorted_still_sizes if s < 400), 185),
                        TVInfoImageSize.small: 'w%s' % next((s for s in sorted_still_sizes if s < 150), 45)
                    }
                }
            ))
    return _TMDB_CONSTANTS_CACHE['data']


class TmdbIndexer(TVInfoBase):
    API_KEY = tmdbsimple.API_KEY
    supported_person_id_searches = [TVINFO_FACEBOOK, TVINFO_IMDB, TVINFO_INSTAGRAM, TVINFO_TMDB, TVINFO_TWITTER]
    supported_id_searches = [TVINFO_IMDB, TVINFO_TMDB, TVINFO_TVDB]
    map_languages = {}
    reverse_map_languages = {v: k for k, v in iteritems(map_languages)}
    _tmdb_lang_list = None

    # noinspection PyUnusedLocal
    # noinspection PyDefaultArgument
    def __init__(self, *args, **kwargs):
        super(TmdbIndexer, self).__init__(*args, **kwargs)
        response = get_tmdb_constants()
        self.img_base_url = response.get('img_base_url')
        self.size_map = response.get('size_map')
        self.tv_genres = response.get('genres')

    def _search_show(self, name=None, ids=None, lang=None, **kwargs):
        # type: (Union[AnyStr, List[AnyStr]], Dict[integer_types, integer_types], Optional[string_types], Optional[Any]) -> List[Dict]
        """This searches TMDB for the series name,
        """
        tmdb_lang = ('en-US', lang)[lang in self._tmdb_supported_lang_list]

        def _make_result_dict(s):
            ti_show = TVInfoShow()
            ti_show.seriesname, ti_show.id, ti_show.seriesid, ti_show.firstaired, ti_show.genre_list, \
                ti_show.overview, ti_show.poster, ti_show.ids, ti_show.language, ti_show.popularity, ti_show.rating = \
                clean_data(s['name']), s['id'], s['id'], clean_data(s.get('first_air_date')) or None, \
                clean_data([self.tv_genres.get(g) for g in s.get('genre_ids') or []]), \
                self._enforce_text(s.get('overview')), s.get('poster_path') and '%s%s%s' % (
                    self.img_base_url, self.size_map[TVInfoImageType.poster][TVInfoImageSize.original],
                    s.get('poster_path')), \
                TVInfoIDs(tvdb=s.get('external_ids') and s['external_ids'].get('tvdb_id'),
                          tmdb=s['id'], rage=s.get('external_ids') and s['external_ids'].get('tvrage_id'),
                          imdb=s.get('external_ids') and s['external_ids'].get('imdb_id') and
                          try_int(s['external_ids'].get('imdb_id', '').replace('tt', ''), None)), \
                clean_data(s.get('original_language')), s.get('popularity'), s.get('vote_average')
            ti_show.genre = '|'.join(ti_show.genre_list or [])
            return ti_show

        results = []
        if ids:
            for t, p in iteritems(ids):
                if t in self.supported_id_searches:
                    if t == TVINFO_TMDB:
                        cache_id_key = 's-id-%s-%s' % (TVINFO_TMDB, p)
                        is_none, shows = self._get_cache_entry(cache_id_key)
                        if not self.config.get('cache_search') or (None is shows and not is_none):
                            try:
                                show = tmdbsimple.TV(id=p).info(append_to_response='external_ids', language=tmdb_lang)
                            except (BaseException, Exception):
                                continue
                            self._set_cache_entry(cache_id_key, show, expire=self.search_cache_expire)
                        else:
                            show = shows
                        if show:
                            results.extend([_make_result_dict(show)])
                    elif t in (TVINFO_IMDB, TVINFO_TVDB):
                        cache_id_key = 's-id-%s-%s' % (t, p)
                        is_none, shows = self._get_cache_entry(cache_id_key)
                        if not self.config.get('cache_search') or (None is shows and not is_none):
                            try:
                                show = tmdbsimple.Find(id=(p, 'tt%07d' % p)[t == TVINFO_IMDB]).info(
                                    external_source=id_map[t], language=tmdb_lang)
                                if show.get('tv_results') and 1 == len(show['tv_results']):
                                    show = tmdbsimple.TV(id=show['tv_results'][0]['id']).info(
                                        append_to_response='external_ids', language=tmdb_lang)
                            except (BaseException, Exception):
                                continue
                            self._set_cache_entry(cache_id_key, show, expire=self.search_cache_expire)
                        else:
                            show = shows
                        if show:
                            results.extend([_make_result_dict(s)
                                            for s in show.get('tv_results') or (show.get('id') and [show]) or []])
        if name:
            for n in ([name], name)[isinstance(name, list)]:
                cache_name_key = 's-name-%s' % n
                is_none, shows = self._get_cache_entry(cache_name_key)
                if not self.config.get('cache_search') or (None is shows and not is_none):
                    try:
                        shows = tmdbsimple.Search().tv(query=n, language=tmdb_lang)
                        self._set_cache_entry(cache_name_key, shows, expire=self.search_cache_expire)
                        results.extend([_make_result_dict(s) for s in shows.get('results') or []])
                    except (BaseException, Exception) as e:
                        log.debug('Error searching for show: %s' % ex(e))
                else:
                    results.extend([_make_result_dict(s) for s in (shows and shows.get('results')) or []])
        seen = set()
        results = [seen.add(r.id) or r for r in results if r.id not in seen]
        return results

    def _convert_person_obj(self, tmdb_person_obj):
        gender = PersonGenders.tmdb_map.get(tmdb_person_obj.get('gender'), PersonGenders.unknown)
        try:
            birthdate = tmdb_person_obj.get('birthday') and tz_p.parse(tmdb_person_obj.get('birthday')).date()
        except (BaseException, Exception):
            birthdate = None
        try:
            deathdate = tmdb_person_obj.get('deathday') and tz_p.parse(tmdb_person_obj.get('deathday')).date()
        except (BaseException, Exception):
            deathdate = None

        person_imdb_id = tmdb_person_obj.get('imdb_id') and try_int(tmdb_person_obj['imdb_id'].replace('nm', ''), None)
        person_ids = {TVINFO_TMDB: tmdb_person_obj.get('id')}
        if person_imdb_id:
            person_ids.update({TVINFO_IMDB: person_imdb_id})

        pi = tmdb_person_obj.get('images')
        image_url, main_image, thumb_url, main_thumb, image_list = None, None, None, None, []
        if pi:
            for i in sorted(pi['profiles'], key=lambda a: a['vote_average'] or 0, reverse=True):
                if not any((main_image, main_thumb)):
                    if 500 < i['height'] and not image_url:
                        image_url = '%s%s%s' % \
                            (self.img_base_url, self.size_map[TVInfoImageType.person_poster][TVInfoImageSize.original],
                             i['file_path'])
                        thumb_url = '%s%s%s' % \
                            (self.img_base_url, self.size_map[TVInfoImageType.person_poster][TVInfoImageSize.medium],
                             i['file_path'])
                    elif not thumb_url:
                        thumb_url = '%s%s%s' % \
                            (self.img_base_url, self.size_map[TVInfoImageType.person_poster][TVInfoImageSize.original],
                             i['file_path'])
                    if image_url and thumb_url:
                        main_image_url, main_thumb = image_url, thumb_url
                image_list.append(
                    TVInfoImage(
                        image_type=TVInfoImageType.person_poster,
                        sizes={_s: '%s%s%s' % (self.img_base_url,
                                               self.size_map[TVInfoImageType.person_poster][_s], i['file_path'])
                               for _s in (TVInfoImageSize.original, TVInfoImageSize.medium, TVInfoImageSize.small)},
                        aspect_ratio=i['aspect_ratio'],
                        height=i['height'],
                        width=i['width'],
                        lang=clean_data(i['iso_639_1']),
                        rating=i['vote_average'],
                        votes=i['vote_count']
                    ))
        elif tmdb_person_obj.get('profile_path'):
            main_image = '%s%s%s' % (
                self.img_base_url, self.size_map[TVInfoImageType.person_poster][TVInfoImageSize.original],
                tmdb_person_obj['profile_path'])
            main_thumb = '%s%s%s' % (
                self.img_base_url, self.size_map[TVInfoImageType.person_poster][TVInfoImageSize.medium],
                tmdb_person_obj['profile_path'])

        clean_person_name = clean_data(tmdb_person_obj.get('name'))
        _it_person_obj = TVInfoPerson(
            p_id=tmdb_person_obj.get('id'), ids=TVInfoIDs(ids=person_ids), name=clean_person_name,
            akas=clean_data(set(tmdb_person_obj.get('also_known_as') or [])),
            bio=clean_data(tmdb_person_obj.get('biography')), gender=gender,
            image=main_image, images=image_list, thumb_url=main_thumb,
            birthdate=birthdate, birthplace=clean_data(tmdb_person_obj.get('place_of_birth')),
            deathdate=deathdate, homepage=tmdb_person_obj.get('homepage')
        )

        cast = tmdb_person_obj.get('cast') or tmdb_person_obj.get('tv_credits', {}).get('cast') or \
            tmdb_person_obj.get('known_for')

        characters = []
        for character in cast or []:
            ti_show = TVInfoShow()
            ti_show.id = character.get('id')
            ti_show.ids = TVInfoIDs(ids={TVINFO_TMDB: ti_show.id})
            ti_show.seriesname = enforce_type(clean_data(character.get('original_name')), str, '')
            ti_show.overview = self._enforce_text(character.get('overview'))
            ti_show.firstaired = clean_data(character.get('first_air_date'))
            ti_show.language = clean_data(character.get('original_language'))
            ti_show.popularity = character.get('popularity')
            ti_show.vote_count = character.get('vote_count')
            ti_show.vote_average = character.get('vote_average')
            ti_show.rating = ti_show.vote_average
            ti_show.genre_list = []
            for g in character.get('genre_ids') or []:
                if g in self.tv_genres:
                    ti_show.genre_list.append(self.tv_genres.get(g))
            ti_show.genre = '|'.join(ti_show.genre_list)
            if character.get('poster_path'):
                ti_show.poster = '%s%s%s' % \
                                 (self.img_base_url,
                                  self.size_map[TVInfoImageType.person_poster][TVInfoImageSize.original],
                                  character['poster_path'])
                ti_show.poster_thumb = '%s%s%s' % \
                                       (self.img_base_url,
                                        self.size_map[TVInfoImageType.person_poster][TVInfoImageSize.medium],
                                        character['poster_path'])
            if character.get('backdrop_path'):
                ti_show.fanart = '%s%s%s' % \
                                 (self.img_base_url,
                                  self.size_map[TVInfoImageType.person_poster][TVInfoImageSize.original],
                                  character['backdrop_path'])
            clean_char_name = clean_data(character.get('character'))
            clean_lower_person_name = (clean_person_name or '').lower() or None
            characters.append(
                TVInfoCharacter(name=clean_char_name, ti_show=ti_show, person=[_it_person_obj],
                                episode_count=character.get('episode_count'),
                                plays_self=clean_char_name and
                                (clean_char_name or '').lower() in ('self', clean_lower_person_name))
            )

        _it_person_obj.characters = characters
        return _it_person_obj

    def _search_person(self, name=None, ids=None):
        # type: (AnyStr, Dict[integer_types, integer_types]) -> List[TVInfoPerson]
        """
        search for person by name
        :param name: name to search for
        :param ids: dict of ids to search
        :return: list of found person's
        """
        results, ids = [], ids or {}
        search_text_obj = tmdbsimple.Search()
        for tv_src in self.supported_person_id_searches:
            if tv_src in ids:
                if TVINFO_TMDB == tv_src:
                    try:
                        people_obj = self.get_person(ids[tv_src])
                    except ConnectionSkipException as e:
                        raise e
                    except (BaseException, Exception):
                        people_obj = None
                    if people_obj and not any(1 for r in results if r.id == people_obj.id):
                        results.append(people_obj)
                elif tv_src in (TVINFO_IMDB, TVINFO_TMDB):
                    try:
                        cache_key_name = 'p-src-%s-%s' % (tv_src, ids.get(tv_src))
                        is_none, result_objs = self._get_cache_entry(cache_key_name)
                        if None is result_objs and not is_none:
                            result_objs = tmdbsimple.Find(id=(ids.get(tv_src),
                                                          'nm%07d' % ids.get(tv_src))[TVINFO_IMDB == tv_src]).info(
                                external_source=id_map[tv_src]).get('person_results')
                            self._set_cache_entry(cache_key_name, result_objs)
                    except ConnectionSkipException as e:
                        raise e
                    except (BaseException, Exception):
                        result_objs = None
                    if result_objs:
                        for person_obj in result_objs:
                            if not any(1 for r in results if r.id == person_obj['id']):
                                results.append(self._convert_person_obj(person_obj))
                else:
                    continue
        if name:
            cache_key_name = 'p-src-text-%s' % name
            is_none, people_objs = self._get_cache_entry(cache_key_name)
            if None is people_objs and not is_none:
                try:
                    people_objs = search_text_obj.person(query=name, include_adult=True)
                    self._set_cache_entry(cache_key_name, people_objs)
                except ConnectionSkipException as e:
                    raise e
                except (BaseException, Exception):
                    people_objs = None
            if people_objs and people_objs.get('results'):
                for person_obj in people_objs['results']:
                    if not any(1 for r in results if r.id == person_obj['id']):
                        results.append(self._convert_person_obj(person_obj))

        return results

    def get_person(self, p_id, get_show_credits=False, get_images=False, **kwargs):
        # type: (integer_types, bool, bool, Any) -> Optional[TVInfoPerson]
        kw = {}
        to_append = []
        if get_show_credits:
            to_append.append('tv_credits')
        if get_images:
            to_append.append('images')
        if to_append:
            kw['append_to_response'] = ','.join(to_append)

        cache_key_name = 'p-%s-%s' % (p_id, '-'.join(to_append))
        is_none, people_obj = self._get_cache_entry(cache_key_name)
        if None is people_obj and not is_none:
            try:
                people_obj = tmdbsimple.People(id=p_id).info(**kw)
            except ConnectionSkipException as e:
                raise e
            except (BaseException, Exception):
                people_obj = None
            self._set_cache_entry(cache_key_name, people_obj)

        if people_obj:
            return self._convert_person_obj(people_obj)

    def _convert_show(self, show_dict, show_obj=None):
        # type: (Dict, TVInfoShow) -> TVInfoShow
        if None is show_obj:
            ti_show = TVInfoShow()
        else:
            ti_show = show_obj
        if show_dict:
            ti_show.seriesname = clean_data(show_dict.get('name') or show_dict.get('original_name')
                                            or show_dict.get('original_title'))
            org_title = clean_data(show_dict.get('original_name') or show_dict.get('original_title'))
            if org_title != ti_show.seriesname:
                ti_show.aliases = [org_title]
            ti_show.id = show_dict.get('id')
            ti_show.seriesid = ti_show.id
            ti_show.language = clean_data(show_dict.get('original_language'))
            ti_show.spoken_languages = [_l['iso_639_1'] for _l in show_dict.get('spoken_languages') or []]
            ti_show.overview = self._enforce_text(show_dict.get('overview'))
            ti_show.status = clean_data(show_dict.get('status', ''))
            ti_show.show_type = clean_data((show_dict.get('type') and [show_dict['type']]) or [])
            ti_show.firstaired = clean_data(show_dict.get('first_air_date'))
            ti_show.popularity = show_dict.get('popularity')
            ti_show.vote_count = show_dict.get('vote_count')
            ti_show.vote_average = show_dict.get('vote_average')
            ti_show.origin_countries = show_dict.get('origin_country') or []
            ti_show.genre_list = []
            ti_show.origin_countries = clean_data(show_dict.get('origin_country') or [])
            for g in show_dict.get('genre_ids') or []:
                if g in self.tv_genres:
                    ti_show.genre_list.append(self.tv_genres.get(g))
            ti_show.genre = '|'.join(ti_show.genre_list)
            runtime = None
            for r in sorted(show_dict.get('episode_run_time') or [], reverse=True):
                if 40 < r < 50:
                    runtime = r
                    break
                if 20 < r < 40:
                    runtime = r
                    break
            if not runtime and show_dict.get('episode_run_time'):
                runtime = max(show_dict.get('episode_run_time') or [0]) or None
            ti_show.runtime = runtime

            ti_show.networks = [
                TVInfoNetwork(name=clean_data(n.get('name')), n_id=n.get('id'),
                              country_code=clean_data(n.get('origin_country')))
                for n in reversed(show_dict.get('networks') or [])
            ]

            if show_dict.get('networks'):
                ti_show.network = clean_data(show_dict['networks'][-1]['name'])
                ti_show.network_id = show_dict['networks'][-1].get('id')
                ti_show.network_country_code = clean_data(show_dict['networks'][-1].get('origin_country'))

            image_url = show_dict.get('poster_path') and '%s%s%s' % \
                (self.img_base_url, self.size_map[TVInfoImageType.poster][TVInfoImageSize.original],
                 show_dict.get('poster_path'))
            thumb_image_url = show_dict.get('poster_path') and '%s%s%s' % \
                (self.img_base_url, self.size_map[TVInfoImageType.poster][TVInfoImageSize.small],
                 show_dict.get('poster_path'))
            backdrop_url = show_dict.get('backdrop_path') and '%s%s%s' % \
                (self.img_base_url, self.size_map[TVInfoImageType.fanart][TVInfoImageSize.original],
                 show_dict.get('backdrop_path'))
            ti_show.ids = TVInfoIDs(tvdb=show_dict.get('external_ids', {}).get('tvdb_id'),
                                    tmdb=show_dict['id'],
                                    rage=show_dict.get('external_ids', {}).get('tvrage_id'),
                                    imdb=show_dict.get('external_ids', {}).get('imdb_id')
                                    and try_int(
                                        show_dict.get('external_ids', {}).get('imdb_id', '').replace('tt', ''), None))
            ti_show.social_ids = TVInfoSocialIDs(twitter=show_dict.get('external_ids', {}).get('twitter_id'),
                                                 instagram=show_dict.get('external_ids', {}).get('instagram_id'),
                                                 facebook=show_dict.get('external_ids', {}).get('facebook_id'))

            ti_show.poster = image_url
            ti_show.poster_thumb = thumb_image_url
            ti_show.fanart = backdrop_url
        return ti_show

    def _get_show_list(self, src_method, result_count, **kwargs):
        result = []
        try:
            c_page = 1
            while len(result) < result_count:
                results = src_method(page=c_page, **kwargs)
                t_pages = results.get('total_pages')
                if c_page != results.get('page') or c_page >= t_pages:
                    break
                c_page += 1
                if results and 'results' in results:
                    result += [self._convert_show(t) for t in results['results']]
                else:
                    break
        except (BaseException, Exception):
            pass
        return result[:result_count]

    def get_similar(self, tvid, result_count=100, **kwargs):
        # type: (integer_types, int, Any) -> List[TVInfoShow]
        """
        list of similar shows to the provided tv id
        :param tvid: id to find similar shows for
        :param result_count: result count to returned
        """
        return self._get_show_list(tmdbsimple.TV(id=tvid).similar, result_count)

    def get_recommended_for_show(self, tvid, result_count=100, **kwargs):
        # type: (integer_types, int, Any) -> List[TVInfoShow]
        """
        list of recommended shows to the provided tv id
        :param tvid: id to find recommended shows for
        :param result_count: result count to returned
        """
        return self._get_show_list(tmdbsimple.TV(id=tvid).recommendations, result_count)

    def get_trending(self, result_count=100, time_window='day', **kwargs):
        # type: (int, str, Any) -> List[TVInfoShow]
        """
        list of trending tv shows for day or week
        :param result_count:
        :param time_window: valid values: 'day', 'week'
        """
        t_windows = ('day', 'week')['week' == time_window]
        return self._get_show_list(tmdbsimple.Trending(media_type='tv', time_window=t_windows).info, result_count)

    def get_popular(self, result_count=100, **kwargs):
        # type: (int, Any) -> List[TVInfoShow]
        return self._get_show_list(tmdbsimple.TV().popular, result_count)

    def get_top_rated(self, result_count=100, **kwargs):
        # type: (int, Any) -> List[TVInfoShow]
        return self._get_show_list(tmdbsimple.TV().top_rated, result_count)

    def discover(self, result_count=100, **kwargs):
        # type: (int, Any) -> List[TVInfoShow]
        """
        Discover TV shows by different types of data like average rating,
        number of votes, genres, the network they aired on and air dates.

        Discover also supports a nice list of sort options. See below for all
        the available options.

        Also note that a number of filters support being comma (,) or pipe (|)
        separated. Commas are treated like an AND query while pipe's are
        an OR.

        Some examples of what can be done with discover can be found at
        https://www.themoviedb.org/documentation/api/discover.

        kwargs:
            language: (optional) ISO 639-1 code.
            sort_by: (optional) Available options are 'vote_average.desc',
                     'vote_average.asc', 'first_air_date.desc',
                     'first_air_date.asc', 'popularity.desc', 'popularity.asc'
            sort_by: (optional) Allowed values: vote_average.desc,
                vote_average.asc, first_air_date.desc, first_air_date.asc,
                popularity.desc, popularity.asc
                Default: popularity.desc
            air_date.gte: (optional) Filter and only include TV shows that have
                an air date (by looking at all episodes) that is greater or
                equal to the specified value.
            air_date.lte: (optional) Filter and only include TV shows that have
                an air date (by looking at all episodes) that is less than or
                equal to the specified value.
            first_air_date.gte: (optional) Filter and only include TV shows
                that have an original air date that is greater or equal to the
                specified value. Can be used in conjunction with the
                "include_null_first_air_dates" filter if you want to include
                items with no air date.
            first_air_date.lte: (optional) Filter and only include TV shows
                that have an original air date that is less than or equal to the
                specified value. Can be used in conjunction with the
                "include_null_first_air_dates" filter if you want to include
                items with no air date.
            first_air_date_year: (optional) Filter and only include TV shows
                that have an original air date year that equal to the specified
                value. Can be used in conjunction with the
                "include_null_first_air_dates" filter if you want to include
                items with no air date.
            timezone: (optional) Used in conjunction with the air_date.gte/lte
                filter to calculate the proper UTC offset. Default
                America/New_York.
            vote_average.gte: (optional) Filter and only include movies that
                have a rating that is greater or equal to the specified value.
                Minimum 0.
            vote_count.gte: (optional) Filter and only include movies that have
                a rating that is less than or equal to the specified value.
                Minimum 0.
            with_genres: (optional) Comma separated value of genre ids that you
                want to include in the results.
            with_networks: (optional) Comma separated value of network ids that
                you want to include in the results.
            without_genres: (optional) Comma separated value of genre ids that
                you want to exclude from the results.
            with_runtime.gte: (optional) Filter and only include TV shows with
                an episode runtime that is greater than or equal to a value.
            with_runtime.lte: (optional) Filter and only include TV shows with
                an episode runtime that is less than or equal to a value.
            include_null_first_air_dates: (optional) Use this filter to include
                TV shows that don't have an air date while using any of the
                "first_air_date" filters.
            with_original_language: (optional) Specify an ISO 639-1 string to
                filter results by their original language value.
            without_keywords: (optional) Exclude items with certain keywords.
                You can comma and pipe seperate these values to create an 'AND'
                or 'OR' logic.
            screened_theatrically: (optional) Filter results to include items
                that have been screened theatrically.
            with_companies: (optional) A comma separated list of production
                company ID's. Only include movies that have one of the ID's
                added as a production company.
            with_keywords: (optional) A comma separated list of keyword ID's.
                Only includes TV shows that have one of the ID's added as a
                keyword.

        :param result_count:
        """
        if not kwargs:
            # use default if now kwargs are set = return all future airdate shows with language set to 'en'
            kwargs.update({'sort_by': 'first_air_date.asc',
                           'first_air_date.gte': datetime.date.today().strftime('%Y-%m-%d'),
                           'with_original_language': 'en',
                           })
        return self._get_show_list(tmdbsimple.Discover().tv, result_count, **kwargs)

    def _get_show_data(self, sid, language, get_ep_info=False, banners=False, posters=False, seasons=False,
                       seasonwides=False, fanart=False, actors=False, **kwargs):
        # type: (integer_types, AnyStr, bool, bool, bool, bool, bool, bool, bool, Optional[Any]) -> bool
        # note: this is only working for images fetching currently
        self.show_not_found = False
        to_append = ['external_ids', 'alternative_titles', 'content_ratings', 'translations']
        tmdb_lang = ('en-US', language)[language in self._tmdb_supported_lang_list]
        if any((banners, posters, seasons, seasonwides, fanart)):
            to_append.append('images')
        if (actors or self.config['actors_enabled']) and not getattr(self.ti_shows.get(sid), 'actors_loaded', False):
            to_append.append('aggregate_credits')
        if get_ep_info and not getattr(self.ti_shows.get(sid), 'ep_loaded', False):
            to_append.append('episode_groups')
        try:
            tmdb = tmdbsimple.TV(sid)
            show_data = tmdb.info(append_to_response=','.join(to_append), language=tmdb_lang)
            if tmdb_lang not in (_l['iso_639_1'] for _l in show_data['translations'].get('translations', []) or []):
                tmdb_lang = 'en'
                show_data = tmdb.info(append_to_response=','.join(to_append), language=tmdb_lang)
        except (BaseException, Exception):
            self.show_not_found = True
            return False

        if not show_data:
            self.show_not_found = True
            return False

        show_obj = self.ti_shows[sid]

        self._convert_show(show_data, show_obj)

        if 'images' in show_data:
            show_obj.poster_loaded = True
            show_obj.banner_loaded = True
            show_obj.fanart_loaded = True
            for img_type, img_list in iteritems(show_data['images']):
                map_img_type = {'backdrops': TVInfoImageType.fanart, 'posters': TVInfoImageType.poster}.get(img_type)
                if None is not map_img_type:
                    for img in img_list:
                        if None is not img.get('iso_639_1') and img.get('iso_639_1') != tmdb_lang:
                            continue
                        show_obj.images.setdefault(map_img_type, []).append(
                            TVInfoImage(
                                image_type=map_img_type,
                                sizes={
                                    t_s: '%s%s%s' % (
                                        self.img_base_url, self.size_map[map_img_type][t_s], img['file_path'])
                                    for t_s in [TVInfoImageSize.original, TVInfoImageSize.medium, TVInfoImageSize.small]
                                },
                                rating=img['vote_average'],
                                votes=img['vote_count'],
                                lang=img['iso_639_1'],
                                height=img['height'],
                                width=img['width'],
                                aspect_ratio=img['aspect_ratio']
                            )
                        )

        season_cast_objs = {}
        if (actors or self.config['actors_enabled']) and not getattr(self.ti_shows.get(sid), 'actors_loaded', False):
            cast, show_obj.actors_loaded = CastList(), True
            if isinstance(show_data.get('aggregate_credits'), dict) and 'cast' in show_data['aggregate_credits'] and\
                    isinstance(show_data['aggregate_credits']['cast'], list):
                season_credits = [('season/%d/credits' % s['season_number'], s['season_number'])
                                  for s in show_data.get('seasons') or []]
                main_cast_ids, season_cast_ids, main_cast_credit_ids = {}, {}, set()
                for cur_seasons in iterate_chunk(season_credits, 20):
                    try:
                        season_data = tmdb.info(append_to_response=','.join(_c[0] for _c in cur_seasons),
                                                language=tmdb_lang)
                    except (BaseException, Exception):
                        season_data = None
                    if season_data:
                        main_cast_ids.update({season_cast_obj['id']: season_obj[1] for season_obj in cur_seasons
                                              for season_cast_obj in season_data[season_obj[0]].get('cast') or []})
                        main_cast_credit_ids.update({season_cast_obj['credit_id'] for season_obj in cur_seasons
                                                     for season_cast_obj in season_data[season_obj[0]].get('cast')
                                                     or []})
                        for season_obj in cur_seasons:
                            season_cast_ids.setdefault(season_obj[1], []).extend([
                                season_cast_obj['id'] for season_cast_obj in
                                season_data[season_obj[0]].get('cast') or []])

                for person_obj in sorted(list(filter(lambda a: a['id'] in main_cast_ids,
                                                     show_data['aggregate_credits']['cast'] or []))[:50],
                                         key=lambda c: (main_cast_ids.get(c['id'], 0) or 0,
                                                        c['total_episode_count'], c['order'] * -1), reverse=True):
                    for character in sorted(list(filter(lambda b: b['credit_id'] in main_cast_credit_ids,
                                                        person_obj.get('roles', []) or [])),
                                            key=lambda c: c['episode_count'], reverse=True):
                        clean_char_name = clean_data(character['character'])
                        clean_person_name = clean_data(person_obj['name'])
                        clean_lower_person_name = (clean_person_name or '').lower() or None
                        character_obj = TVInfoCharacter(
                            name=clean_char_name,
                            plays_self=clean_char_name and
                            (clean_char_name or '').lower() in ('self', clean_lower_person_name),
                            person=[
                                TVInfoPerson(
                                    p_id=person_obj['id'], name=clean_person_name,
                                    ids=TVInfoIDs(ids={TVINFO_TMDB: person_obj['id']}),
                                    image='%s%s%s' % (
                                        self.img_base_url,
                                        self.size_map[TVInfoImageType.person_poster][
                                            TVInfoImageSize.original], person_obj['profile_path']),
                                    thumb_url='%s%s%s' % (
                                        self.img_base_url,
                                        self.size_map[TVInfoImageType.person_poster][
                                            TVInfoImageSize.medium], person_obj['profile_path']),
                                    gender=PersonGenders.tmdb_map.get(person_obj.get('gender'), PersonGenders.unknown)
                                )])
                        cast[RoleTypes.ActorMain].append(character_obj)
                        for _s, _c in iteritems(season_cast_ids):
                            if person_obj['id'] in _c:
                                season_cast_objs.setdefault(_s, []).append(character_obj)
            show_obj.cast = cast
            show_obj.actors = [
                {'character': {'id': ch.id,
                               'name': ch.name,
                               'image': ch.image,
                               },
                 'person': {'id': ch.person and ch.person[0].id,
                            'name': ch.person and ch.person[0].name,
                            'url': ch.person and 'https://www.themoviedb.org/person/%s' % ch.person[0].id,
                            'image': ch.person and ch.person[0].image,
                            'birthday': None,  # not sure about format
                            'deathday': None,  # not sure about format
                            'gender': None,
                            'country': None,
                            },
                 } for ch in cast[RoleTypes.ActorMain]]

        if get_ep_info and not getattr(self.ti_shows.get(sid), 'ep_loaded', False):
            show_obj.ep_loaded = True
            seasons = ['season/%d' % s['season_number'] for s in show_data.get('seasons') or []]
            # call limited to 20 seasons per call
            for cur_seasons in iterate_chunk(seasons, 20):
                try:
                    ep_data = tmdb.info(append_to_response=','.join(cur_seasons), language=tmdb_lang)
                except (BaseException, Exception):
                    ep_data = None
                if ep_data:
                    for season_obj in cur_seasons:
                        for ep_obj in ep_data[season_obj]['episodes']:
                            for _k, _s in (
                                    ('seasonnumber', 'season_number'), ('episodenumber', 'episode_number'),
                                    ('episodename', 'name'), ('firstaired', 'air_date'), ('overview', 'overview'),
                                    ('id', 'id'), ('filename', 'still_path')):
                                seas, ep, value = ep_obj['season_number'], ep_obj['episode_number'], \
                                                  clean_data(ep_obj.get(_s, getattr(empty_ep, _k)))
                                if seas not in show_obj:
                                    show_obj[seas] = TVInfoSeason(show=show_obj)
                                    show_obj[seas].number = seas
                                    if seas in season_cast_objs:
                                        show_obj[seas].cast[RoleTypes.ActorMain] = season_cast_objs[seas]
                                if ep not in show_obj[seas]:
                                    show_obj[seas][ep] = TVInfoEpisode(season=show_obj[seas], show=show_obj)
                                if 'still_path' == _s:
                                    value = '%s%s%s' % (self.img_base_url,
                                                        self.size_map[TVInfoImageType.still][TVInfoImageSize.original],
                                                        value)
                                show_obj[seas][ep].__dict__[_k] = value

        return True

    @property
    def _tmdb_supported_lang_list(self):
        if not TmdbIndexer._tmdb_lang_list:
            self._get_languages()
        return TmdbIndexer._tmdb_lang_list

    def _get_languages(self):
        # type: (...) -> None
        try:
            tmdb = tmdbsimple.Configuration()
            lang_data = tmdb.languages()
        except (BaseException, Exception):
            lang_data = None
        if lang_data:
            TmdbIndexer._supported_languages = [{
                'id': clean_data(a['iso_639_1']), 'name': clean_data(a['english_name']),
                'nativeName': clean_data(a['name']), 'shortCode': None, 'sg_lang': clean_data(a['iso_639_1'])
            } for a in sorted(lang_data, key=lambda b: b['iso_639_1'])]
            TmdbIndexer._tmdb_lang_list = [a['id'] for a in self._supported_languages]
        else:
            TmdbIndexer._supported_languages = []
            TmdbIndexer._tmdb_lang_list = []

    @staticmethod
    def _enforce_text(text):
        """
        Set nonsense text to an enforced type
        :param text:
        :type text: AnyStr
        :return:
        :rtype: AnyStr
        """
        text = enforce_type(clean_data(text), str, '').strip()
        tmp = text.lower()
        if 'details here' == tmp \
                or re.search(r'no(\s\w+){1,2}\savailable', tmp):
            return ''
        return text