import csv, gzip, json, math, os, re, shutil, time from modules import util from modules.request import parse_qs, urlparse from modules.util import Failed logger = util.logger builders = ["imdb_list", "imdb_id", "imdb_chart", "imdb_watchlist", "imdb_search", "imdb_award"] movie_charts = ["box_office", "popular_movies", "top_movies", "top_english", "top_indian", "lowest_rated"] show_charts = ["popular_shows", "top_shows"] charts = { "box_office": "Box Office", "popular_movies": "Most Popular Movies", "popular_shows": "Most Popular TV Shows", "top_movies": "Top 250 Movies", "top_shows": "Top 250 TV Shows", "top_english": "Top Rated English Movies", "top_indian": "Top Rated Indian Movies", "lowest_rated": "Lowest Rated Movies" } imdb_search_attributes = [ "limit", "sort_by", "title", "type", "type.not", "release.after", "release.before", "rating.gte", "rating.lte", "votes.gte", "votes.lte", "genre", "genre.any", "genre.not", "topic", "topic.any", "topic.not", "alternate_version", "alternate_version.not", "crazy_credit", "crazy_credit.not", "location", "location.not", "goof", "goof.not", "plot", "plot.not", "quote", "quote.not", "soundtrack", "soundtrack.not", "trivia", "trivia.not", "event", "event.winning", "imdb_top", "imdb_bottom", "company", "content_rating", "country", "country.any", "country.not", "country.origin", "keyword", "keyword.any", "keyword.not", "series", "series.not", "list", "list.any", "list.not", "language", "language.any", "language.not", "language.primary", "popularity.gte", "popularity.lte", "cast", "cast.any", "cast.not", "runtime.gte", "runtime.lte", "adult", ] sort_by_options = { "popularity": "POPULARITY", "title": "TITLE_REGIONAL", "rating": "USER_RATING", "votes": "USER_RATING_COUNT", "box_office": "BOX_OFFICE_GROSS_DOMESTIC", "runtime": "RUNTIME", "year": "YEAR", "release": "RELEASE_DATE", } sort_options = [f"{a}.{d}"for a in sort_by_options for d in ["asc", "desc"]] title_type_options = { "movie": "movie", "tv_series": "tvSeries", "short": "short", "tv_episode": "tvEpisode", "tv_mini_series": "tvMiniSeries", "tv_movie": "tvMovie", "tv_special": "tvSpecial", "tv_short": "tvShort", "video_game": "videoGame", "video": "video", "music_video": "musicVideo", "podcast_series": "podcastSeries", "podcast_episode": "podcastEpisode" } genre_options = {a.lower(): a for a in [ "Action", "Adventure", "Animation", "Biography", "Comedy", "Documentary", "Drama", "Crime", "Family", "History", "News", "Short", "Western", "Sport", "Reality-TV", "Horror", "Fantasy", "Film-Noir", "Music", "Romance", "Talk-Show", "Thriller", "War", "Sci-Fi", "Musical", "Mystery", "Game-Show" ]} topic_options = { "alternate_version": "ALTERNATE_VERSION", "award": "AWARD", "business_info": "BUSINESS_INFO", "crazy_credit": "CRAZY_CREDIT", "goof": "GOOF", "location": "LOCATION", "plot": "PLOT", "quote": "QUOTE", "soundtrack": "SOUNDTRACK", "technical": "TECHNICAL", "trivia": "TRIVIA", } company_options = { "fox": ["co0000756", "co0176225", "co0201557", "co0017497"], "dreamworks": ["co0067641", "co0040938", "co0252576", "co0003158"], "mgm": ["co0007143", "co0026841"], "paramount": ["co0023400"], "sony": ["co0050868", "co0026545", "co0121181"], "universal": ["co0005073", "co0055277", "co0042399"], "disney": ["co0008970", "co0017902", "co0098836", "co0059516", "co0092035", "co0049348"], "warner": ["co0002663", "co0005035", "co0863266", "co0072876", "co0080422", "co0046718"], } event_options = { "cannes": {"eventId": "ev0000147"}, "choice": {"eventId": "ev0000133"}, "spirit": {"eventId": "ev0000349"}, "sundance": {"eventId": "ev0000631"}, "bafta": {"eventId": "ev0000123"}, "oscar": {"eventId": "ev0000003"}, "emmy": {"eventId": "ev0000223"}, "golden": {"eventId": "ev0000292"}, "oscar_picture": {"eventId": "ev0000003", "searchAwardCategoryId": "bestPicture"}, "oscar_director": {"eventId": "ev0000003", "searchAwardCategoryId": "bestDirector"}, "national_film_board_preserved": {"eventId": "ev0000468"}, "razzie": {"eventId": "ev0000558"}, } base_url = "https://www.imdb.com" git_base = "https://raw.githubusercontent.com/Kometa-Team/IMDb-Awards/master" hash_url = "https://raw.githubusercontent.com/Kometa-Team/IMDb-Hash/master/HASH" graphql_url = "https://api.graphql.imdb.com/" list_url = f"{base_url}/list/ls" class IMDb: def __init__(self, requests, cache, default_dir): self.requests = requests self.cache = cache self.default_dir = default_dir self._ratings = None self._genres = None self._episode_ratings = None self._events_validation = None self._events = {} self._hash = None self.event_url_validation = {} def _request(self, url, language=None, xpath=None, params=None): logger.trace(f"URL: {url}") if params: logger.trace(f"Params: {params}") response = self.requests.get_html(url, params=params, header=True, language=language) return response.xpath(xpath) if xpath else response def _graph_request(self, json_data): return self.requests.post_json(graphql_url, headers={"content-type": "application/json"}, json=json_data) @property def hash(self): if self._hash is None: self._hash = self.requests.get(hash_url).text.strip() return self._hash @property def events_validation(self): if self._events_validation is None: self._events_validation = self.requests.get_yaml(f"{git_base}/event_validation.yml").data return self._events_validation def get_event(self, event_id): if event_id not in self._events: self._events[event_id] = self.requests.get_yaml(f"{git_base}/events/{event_id}.yml").data return self._events[event_id] def validate_imdb_lists(self, err_type, imdb_lists, language): valid_lists = [] for imdb_dict in util.get_list(imdb_lists, split=False): if not isinstance(imdb_dict, dict): imdb_dict = {"url": imdb_dict} dict_methods = {dm.lower(): dm for dm in imdb_dict} if "url" not in dict_methods: raise Failed(f"{err_type} Error: imdb_list url attribute not found") elif imdb_dict[dict_methods["url"]] is None: raise Failed(f"{err_type} Error: imdb_list url attribute is blank") else: imdb_url = imdb_dict[dict_methods["url"]].strip() if imdb_url.startswith(f"{base_url}/search/"): raise Failed("IMDb Error: URLs with https://www.imdb.com/search/ no longer works with imdb_list use imdb_search.") if imdb_url.startswith(f"{base_url}/filmosearch/"): raise Failed("IMDb Error: URLs with https://www.imdb.com/filmosearch/ no longer works with imdb_list use imdb_search.") if not imdb_url.startswith(list_url): raise Failed(f"IMDb Error: imdb_list URLs must begin with {list_url}") self._total(imdb_url, language) list_count = None if "limit" in dict_methods: if imdb_dict[dict_methods["limit"]] is None: logger.warning(f"{err_type} Warning: imdb_list limit attribute is blank using 0 as default") else: try: value = int(str(imdb_dict[dict_methods["limit"]])) if 0 <= value: list_count = value except ValueError: pass if list_count is None: logger.warning(f"{err_type} Warning: imdb_list limit attribute must be an integer 0 or greater using 0 as default") if list_count is None: list_count = 0 valid_lists.append({"url": imdb_url, "limit": list_count}) return valid_lists def validate_imdb_watchlists(self, err_type, users, language): valid_users = [] for user in util.get_list(users): user_id = None if user.startswith("ur"): try: user_id = int(user[2:]) except ValueError: pass if not user_id: raise Failed(f"{err_type} Error: User {user} not in the format of 'ur########'") if self._watchlist(user, language): valid_users.append(user) return valid_users def get_event_years(self, event_id): if event_id in self.events_validation: return True, self.events_validation[event_id]["years"] if event_id not in self.event_url_validation: self.event_url_validation[event_id] = [] for event_link in self._request(f"{base_url}/event/{event_id}", xpath="//div[@class='event-history-widget']//a/@href"): parts = event_link.split("/") self.event_url_validation[event_id].append(f"{parts[3]}{f'-{parts[4]}' if parts[4] != '1' else ''}") return False, self.event_url_validation[event_id] def get_award_names(self, event_id, event_year): if event_id in self.events_validation: return self.events_validation[event_id]["awards"], self.events_validation[event_id]["categories"] award_names = [] category_names = [] event_slug = f"{event_year[0]}/1" if "-" not in event_year[0] else event_year[0].replace("-", "/") for text in self._request(f"{base_url}/event/{event_id}/{event_slug}/?ref_=ev_eh", xpath="//div[@class='article']/script/text()")[0].split("\n"): if text.strip().startswith("IMDbReactWidgets.NomineesWidget.push"): jsonline = text.strip() obj = json.loads(jsonline[jsonline.find("{"):-3]) for award in obj["nomineesWidgetModel"]["eventEditionSummary"]["awards"]: award_names.append(award["awardName"]) for category in award["categories"]: category_names.append(category["categoryName"]) break return award_names, category_names def _watchlist(self, user, language): imdb_url = f"{base_url}/user/{user}/watchlist" for text in self._request(imdb_url, language=language, xpath="//div[@class='article']/script/text()")[0].split("\n"): if text.strip().startswith("IMDbReactInitialState.push"): jsonline = text.strip() return [f for f in json.loads(jsonline[jsonline.find('{'):-2])["starbars"]] raise Failed(f"IMDb Error: Failed to parse URL: {imdb_url}") def _total(self, imdb_url, language): xpath_total = "//div[@class='desc lister-total-num-results']/text()" per_page = 100 results = self._request(imdb_url, language=language, xpath=xpath_total) total = 0 for result in results: if "title" in result: try: total = int(re.findall("(\\d+) title", result.replace(",", ""))[0]) break except IndexError: pass if total > 0: return total, per_page raise Failed(f"IMDb Error: Failed to parse URL: {imdb_url}") def _ids_from_url(self, imdb_url, language, limit): total, item_count = self._total(imdb_url, language) imdb_ids = [] parsed_url = urlparse(imdb_url) params = parse_qs(parsed_url.query) imdb_base = parsed_url._replace(query=None).geturl() # noqa params.pop("start", None) # noqa params.pop("count", None) # noqa params.pop("page", None) # noqa logger.trace(f"URL: {imdb_base}") logger.trace(f"Params: {params}") if limit < 1 or total < limit: limit = total remainder = limit % item_count if remainder == 0: remainder = item_count num_of_pages = math.ceil(int(limit) / item_count) for i in range(1, num_of_pages + 1): start_num = (i - 1) * item_count + 1 logger.ghost(f"Parsing Page {i}/{num_of_pages} {start_num}-{limit if i == num_of_pages else i * item_count}") params["page"] = i # noqa ids_found = self._request(imdb_base, language=language, xpath="//div[contains(@class, 'lister-item-image')]//a/img//@data-tconst", params=params) if i == num_of_pages: ids_found = ids_found[:remainder] imdb_ids.extend(ids_found) time.sleep(2) logger.exorcise() if len(imdb_ids) > 0: return imdb_ids raise Failed(f"IMDb Error: No IMDb IDs Found at {imdb_url}") def _search_json(self, data): out = { "locale": "en-US", "first": data["limit"] if "limit" in data and 0 < data["limit"] < 250 else 250, "titleTypeConstraint": {"anyTitleTypeIds": [title_type_options[t] for t in data["type"]] if "type" in data else []}, } sort = data["sort_by"] if "sort_by" in data else "popularity.asc" sort_by, sort_order = sort.split(".") out["sortBy"] = sort_by_options[sort_by] out["sortOrder"] = sort_order.upper() def check_constraint(bases, mods, constraint, lower="", translation=None, range_name=None): if not isinstance(bases, list): bases = [bases] if range_name and not isinstance(range_name, list): range_name = [range_name] for i, attr in enumerate(bases): attrs = [(f"{attr}.{m}" if m else attr, m, im) for m, im in mods] if any([m in data for m, _, _ in attrs]): if constraint not in out: out[constraint] = {} range_data = {} for full_attr, mod, imdb_mod in attrs: if full_attr in data: if range_name is not None: range_data[imdb_mod] = data[full_attr] elif translation is None: out[constraint][f"{imdb_mod}{lower}"] = data[full_attr] elif isinstance(translation, tuple): out[constraint][f"{imdb_mod}{lower}"] = [d.replace(translation[0], translation[1]) for d in data[full_attr]] elif isinstance(translation, dict): out[constraint][f"{imdb_mod}{lower}"] = [translation[d] for d in data[full_attr]] if range_data: out[constraint][range_name[i]] = range_data check_constraint("type", [("not", "excludeTitleTypeIds")], "titleTypeConstraint", translation=title_type_options) check_constraint("release", [("after", "start"), ("before", "end")], "releaseDateConstraint", range_name="releaseDateRange") check_constraint("title", [("", "searchTerm")], "titleTextConstraint") check_constraint(["rating", "votes"], [("gte", "min"), ("lte", "max")], "userRatingsConstraint", range_name=["aggregateRatingRange", "ratingsCountRange"]) check_constraint("genre", [("", "all"), ("any", "any"), ("not", "exclude")], "genreConstraint", lower="GenreIds", translation=genre_options) check_constraint("topic", [("", "all"), ("any", "any"), ("not", "no")], "withTitleDataConstraint", lower="DataAvailable", translation=topic_options) check_constraint("alternate_version", [("", "all"), ("any", "any")], "alternateVersionMatchingConstraint", lower="AlternateVersionTextTerms") check_constraint("crazy_credit", [("", "all"), ("any", "any")], "crazyCreditMatchingConstraint", lower="CrazyCreditTextTerms") check_constraint("location", [("", "all"), ("any", "any")], "filmingLocationConstraint", lower="Locations") check_constraint("goof", [("", "all"), ("any", "any")], "goofMatchingConstraint", lower="GoofTextTerms") check_constraint("plot", [("", "all"), ("any", "any")], "plotMatchingConstraint", lower="PlotTextTerms") check_constraint("quote", [("", "all"), ("any", "any")], "quoteMatchingConstraint", lower="QuoteTextTerms") check_constraint("soundtrack", [("", "all"), ("any", "any")], "soundtrackMatchingConstraint", lower="SoundtrackTextTerms") check_constraint("trivia", [("", "all"), ("any", "any")], "triviaMatchingConstraint", lower="TriviaTextTerms") if "event" in data or "event.winning" in data: input_list = [] if "event" in data: input_list.extend([event_options[a] if a in event_options else {"eventId": a} for a in data["event"]]) if "event.winning" in data: for a in data["event.winning"]: award_dict = event_options[a] if a in event_options else {"eventId": a} award_dict["winnerFilter"] = "WINNER_ONLY" input_list.append(award_dict) out["awardConstraint"] = {"allEventNominations": input_list} if any([a in data for a in ["imdb_top", "imdb_bottom", "popularity.gte", "popularity.lte"]]): ranges = [] if "imdb_top" in data: ranges.append({"rankRange": {"max": data["imdb_top"]}, "rankedTitleListType": "TOP_RATED_MOVIES"}) if "imdb_bottom" in data: ranges.append({"rankRange": {"max": data["imdb_bottom"]}, "rankedTitleListType": "LOWEST_RATED_MOVIES"}) if "popularity.gte" in data or "popularity.lte" in data: num_range = {} if "popularity.lte" in data: num_range["max"] = data["popularity.lte"] if "popularity.gte" in data: num_range["min"] = data["popularity.gte"] ranges.append({"rankRange": num_range, "rankedTitleListType": "TITLE_METER"}) out["rankedTitleListConstraint"] = {"allRankedTitleLists": ranges} check_constraint("series", [("", "any"), ("not", "exclude")], "episodicConstraint", lower="SeriesIds") check_constraint("list", [("", "inAllLists"), ("any", "inAnyList"), ("not", "notInAnyList")], "listConstraint") if "company" in data: company_ids = [] for c in data["company"]: if c in company_options: company_ids.extend(company_options[c]) else: company_ids.append(c) out["creditedCompanyConstraint"] = {"anyCompanyIds": company_ids} check_constraint("content_rating", [("", "anyRegionCertificateRatings")], "certificateConstraint") check_constraint("country", [("", "all"), ("any", "any"), ("not", "exclude"), ("origin", "anyPrimary")], "originCountryConstraint", lower="Countries") check_constraint("keyword", [("", "all"), ("any", "any"), ("not", "exclude")], "keywordConstraint", lower="Keywords", translation=(" ", "-")) check_constraint("language", [("", "all"), ("any", "any"), ("not", "exclude"), ("primary", "anyPrimary")], "languageConstraint", lower="Languages") check_constraint("cast", [("", "all"), ("any", "any"), ("not", "exclude")], "creditedNameConstraint", lower="NameIds") check_constraint("runtime", [("gte", "min"), ("lte", "max")], "runtimeConstraint", range_name="runtimeRangeMinutes") if "adult" in data and data["adult"]: out["explicitContentConstraint"] = {"explicitContentFilter": "INCLUDE_ADULT"} logger.trace(out) return { "operationName": "AdvancedTitleSearch", "variables": out, "extensions": {"persistedQuery": {"version": 1, "sha256Hash": self.hash}} } def _search(self, data): json_obj = self._search_json(data) item_count = 250 imdb_ids = [] logger.ghost("Parsing Page 1") response_json = self._graph_request(json_obj) try: total = response_json["data"]["advancedTitleSearch"]["total"] limit = data["limit"] if limit < 1 or total < limit: limit = total remainder = limit % item_count if remainder == 0: remainder = item_count num_of_pages = math.ceil(int(limit) / item_count) end_cursor = response_json["data"]["advancedTitleSearch"]["pageInfo"]["endCursor"] imdb_ids.extend([n["node"]["title"]["id"] for n in response_json["data"]["advancedTitleSearch"]["edges"]]) if num_of_pages > 1: for i in range(2, num_of_pages + 1): start_num = (i - 1) * item_count + 1 logger.ghost(f"Parsing Page {i}/{num_of_pages} {start_num}-{limit if i == num_of_pages else i * item_count}") json_obj["variables"]["after"] = end_cursor response_json = self._graph_request(json_obj) end_cursor = response_json["data"]["advancedTitleSearch"]["pageInfo"]["endCursor"] ids_found = [n["node"]["title"]["id"] for n in response_json["data"]["advancedTitleSearch"]["edges"]] if i == num_of_pages: ids_found = ids_found[:remainder] imdb_ids.extend(ids_found) logger.exorcise() if len(imdb_ids) > 0: return imdb_ids raise Failed("IMDb Error: No IMDb IDs Found") except KeyError: logger.error(f"Response: {response_json}") raise def _award(self, data): final_list = [] if data["event_id"] in self.events_validation: event_data = self.get_event(data["event_id"]) if data["event_year"] == "all": event_years = self.events_validation[data["event_id"]]["years"] elif data["event_year"] == "latest": event_years = [self.events_validation[data["event_id"]]["years"][0]] else: event_years = data["event_year"] for event_year in event_years: for award, categories in event_data[event_year].items(): if data["award_filter"] and award not in data["award_filter"]: continue for cat in categories: if data["category_filter"] and cat not in data["category_filter"]: continue final_list.extend(categories[cat]["winner" if data["winning"] else "nominee"]) else: event_year = self.get_event_years(data["event_id"])[0] if data["event_year"] == "latest" else data["event_year"][0] event_slug = f"{event_year}/1" if "-" not in event_year else event_year.replace("-", "/") for text in self._request(f"{base_url}/event/{data['event_id']}/{event_slug}/?ref_=ev_eh", xpath="//div[@class='article']/script/text()")[0].split("\n"): if text.strip().startswith("IMDbReactWidgets.NomineesWidget.push"): jsonline = text.strip() obj = json.loads(jsonline[jsonline.find('{'):-3]) for award in obj["nomineesWidgetModel"]["eventEditionSummary"]["awards"]: if data["award_filter"] and award["awardName"] not in data["award_filter"]: continue for cat in award["categories"]: if data["category_filter"] and cat["categoryName"] not in data["category_filter"]: continue for nom in cat["nominations"]: if data["winning"] and not nom["isWinner"]: continue imdb_id = next((n["const"] for n in nom["primaryNominees"] + nom["secondaryNominees"] if n["const"].startswith("tt")), None) if imdb_id: final_list.append(imdb_id) break return final_list def keywords(self, imdb_id, language, ignore_cache=False): imdb_keywords = {} expired = None if self.cache and not ignore_cache: imdb_keywords, expired = self.cache.query_imdb_keywords(imdb_id, self.cache.expiration) if imdb_keywords and expired is False: return imdb_keywords keywords = self._request(f"{base_url}/title/{imdb_id}/keywords", language=language, xpath="//td[@class='soda sodavote']") if not keywords: raise Failed(f"IMDb Error: No Item Found for IMDb ID: {imdb_id}") for k in keywords: name = k.xpath("div[@class='sodatext']/a/text()")[0] relevant = k.xpath("div[@class='did-you-know-actions']/div/a/text()")[0].strip() if "of" in relevant: result = re.search(r"(\d+) of (\d+).*", relevant) imdb_keywords[name] = (int(result.group(1)), int(result.group(2))) else: imdb_keywords[name] = (0, 0) if self.cache and not ignore_cache: self.cache.update_imdb_keywords(expired, imdb_id, imdb_keywords, self.cache.expiration) return imdb_keywords def parental_guide(self, imdb_id, ignore_cache=False): parental_dict = {} expired = None if self.cache and not ignore_cache: parental_dict, expired = self.cache.query_imdb_parental(imdb_id, self.cache.expiration) if parental_dict and expired is False: return parental_dict response = self._request(f"{base_url}/title/{imdb_id}/parentalguide") for ptype in util.parental_types: results = response.xpath(f"//section[@id='advisory-{ptype}']//span[contains(@class,'ipl-status-pill')]/text()") if results: parental_dict[ptype] = results[0].strip() else: raise Failed(f"IMDb Error: No Item Found for IMDb ID: {imdb_id}") if self.cache and not ignore_cache: self.cache.update_imdb_parental(expired, imdb_id, parental_dict, self.cache.expiration) return parental_dict def _ids_from_chart(self, chart, language): if chart == "box_office": url = "chart/boxoffice" elif chart == "popular_movies": url = "chart/moviemeter" elif chart == "popular_shows": url = "chart/tvmeter" elif chart == "top_movies": url = "chart/top" elif chart == "top_shows": url = "chart/toptv" elif chart == "top_english": url = "chart/top-english-movies" elif chart == "top_indian": url = "india/top-rated-indian-movies" elif chart == "lowest_rated": url = "chart/bottom" else: raise Failed(f"IMDb Error: chart: {chart} not ") links = self._request(f"{base_url}/{url}", language=language, xpath="//li//a[@class='ipc-title-link-wrapper']/@href") return [re.search("(tt\\d+)", link).group(1) for link in links] def get_imdb_ids(self, method, data, language): if method == "imdb_id": logger.info(f"Processing IMDb ID: {data}") return [(data, "imdb")] elif method == "imdb_list": status = f"{data['limit']} Items at " if data['limit'] > 0 else '' logger.info(f"Processing IMDb List: {status}{data['url']}") return [(i, "imdb") for i in self._ids_from_url(data["url"], language, data["limit"])] elif method == "imdb_chart": logger.info(f"Processing IMDb Chart: {charts[data]}") return [(_i, "imdb") for _i in self._ids_from_chart(data, language)] elif method == "imdb_watchlist": logger.info(f"Processing IMDb Watchlist: {data}") return [(_i, "imdb") for _i in self._watchlist(data, language)] elif method == "imdb_award": if data["event_year"] not in ["all", "latest"] and len(data["event_year"]) == 1: event_slug = f"{data['event_year'][0]}/1" if "-" not in data["event_year"][0] else data["event_year"][0].replace("-", "/") logger.info(f"Processing IMDb Award: {base_url}/event/{data['event_id']}/{event_slug}/?ref_=ev_eh") else: logger.info(f"Processing IMDb Award: {data['event_id']}") logger.info(f" event_year: {data['event_year']}") for k in ["award_filter", "category_filter", "winning"]: logger.info(f" {k}: {data[k]}") return [(_i, "imdb") for _i in self._award(data)] elif method == "imdb_search": logger.info(f"Processing IMDb Search:") for k, v in data.items(): logger.info(f" {k}: {v}") return [(_i, "imdb") for _i in self._search(data)] else: raise Failed(f"IMDb Error: Method {method} not supported") def _interface(self, interface): gz = os.path.join(self.default_dir, f"title.{interface}.tsv.gz") tsv = os.path.join(self.default_dir, f"title.{interface}.tsv") if os.path.exists(gz): os.remove(gz) if os.path.exists(tsv): os.remove(tsv) self.requests.get_stream(f"https://datasets.imdbws.com/title.{interface}.tsv.gz", gz, "IMDb Interface") with open(tsv, "wb") as f_out: with gzip.open(gz, "rb") as f_in: shutil.copyfileobj(f_in, f_out) with open(tsv, "r", encoding="utf-8") as t: if interface == "ratings": data = {line[0]: line[1] for line in csv.reader(t, delimiter="\t")} elif interface == "basics": data = {line[0]: str(line[-1]).split(",") for line in csv.reader(t, delimiter="\t") if str(line[-1]) != "\\N"} else: data = [line for line in csv.reader(t, delimiter="\t")] if os.path.exists(gz): os.remove(gz) if os.path.exists(tsv): os.remove(tsv) return data @property def ratings(self): if self._ratings is None: self._ratings = self._interface("ratings") return self._ratings @property def genres(self): if self._genres is None: self._genres = self._interface("basics") return self._genres @property def episode_ratings(self): if self._episode_ratings is None: self._episode_ratings = {} for imdb_id, parent_id, season_num, episode_num in self._interface("episode"): if imdb_id not in self.ratings: continue if parent_id not in self._episode_ratings: self._episode_ratings[parent_id] = {} if season_num not in self._episode_ratings[parent_id]: self._episode_ratings[parent_id][season_num] = {} self._episode_ratings[parent_id][season_num][episode_num] = self.ratings[imdb_id] return self._episode_ratings def get_rating(self, imdb_id): return self.ratings[imdb_id] if imdb_id in self.ratings else None def get_genres(self, imdb_id): return self.genres[imdb_id] if imdb_id in self.genres else [] def get_episode_rating(self, imdb_id, season_num, episode_num): season_num = str(season_num) episode_num = str(episode_num) if imdb_id not in self.episode_ratings or season_num not in self.episode_ratings[imdb_id] or episode_num not in self.episode_ratings[imdb_id][season_num]: return None return self.episode_ratings[imdb_id][season_num][episode_num] def item_filter(self, imdb_info, filter_attr, modifier, filter_final, filter_data): if filter_attr == "imdb_keyword": mr = filter_data["minimum_relevant"] mv = filter_data["minimum_votes"] mp = filter_data["minimum_percentage"] attrs = [k for k, (r, v) in imdb_info.items() if r >= mr and v >= mv and (v == 0 or r / v >= mp)] if modifier == ".regex": has_match = False for reg in filter_data: for name in attrs: if re.compile(reg).search(name): has_match = True if has_match is False: return False elif modifier in [".count_gt", ".count_gte", ".count_lt", ".count_lte"]: test_number = len(attrs) if attrs else 0 modifier = f".{modifier[7:]}" if test_number is None or util.is_number_filter(test_number, modifier, filter_data): return False elif (not list(set(filter_data["keywords"]) & set(attrs)) and modifier == "") \ or (list(set(filter_data["keywords"]) & set(attrs)) and modifier == ".not"): return False return True