Refactor python

apps/pyMetadata/app.py

@@ -7,15 +7,19 @@ import uuid
 import threading
 import json
 import time
-
+from shared import ConsumerRecord, MediaEvent, decode_key, decode_value, suppress_ignore, consume_on_key
-from kafka import KafkaConsumer, KafkaProducer
 from fuzzywuzzy import fuzz
-from sources.result import DataResult, Metadata
+
-from sources.anii import metadata as AniiMetadata
+from algo.AdvancedMatcher import AdvancedMatcher
-from sources.imdb import metadata as ImdbMetadata
+from algo.SimpleMatcher import SimpleMatcher
-from sources.mal import metadata as MalMetadata
+from algo.PrefixMatcher import PrefixMatcher
-from sources.cache import ResultCache
+from clazz.KafkaMessageSchema import KafkaMessage, MessageDataWrapper
-from sources.select import UseSource
+from clazz.Metadata import Metadata
+from kafka import KafkaConsumer, KafkaProducer
+
+from sources.anii import Anii
+from sources.imdb import Imdb
+from sources.mal import Mal
 
 # Konfigurer Kafka-forbindelsen
 bootstrap_servers = os.environ.get("KAFKA_BOOTSTRAP_SERVER") or "127.0.0.1:9092"
@@ -23,26 +27,6 @@ consumer_group = os.environ.get("KAFKA_CONSUMER_ID") or f"MetadataConsumer"
 kafka_topic = os.environ.get("KAFKA_TOPIC") or "mediaEvents"
 
 
-suppress_ignore: List[str] = [
-    "event:media-process:started",
-    "event:request-process:started",
-    "event::save",
-    "event:media-process:completed",
-    "event:work-encode:created",
-    "event:work-extract:created",
-    "event:work-convert:created",
-    "event:work-encode:performed",
-    "event:work-extract:performed",
-    "event:work-convert:performed",    
-    "event:media-read-out-cover:performed",
-    "event:work-download-cover:performed",
-    "event:media-read-out-name-and-type:performed",
-    "event:media-parse-stream:performed",
-    "event:media-extract-parameter:created",
-    "event:media-encode-parameter:created",
-    "event:media-metadata-search:performed"
-]
-
 # Konfigurer logging
 logging.basicConfig(
     level=logging.INFO,
@@ -53,28 +37,6 @@ logging.basicConfig(
 )
 logger = logging.getLogger(__name__)
 
-class ProducerDataValueSchema:
-    def __init__(self, referenceId, data: DataResult):
-        self.referenceId = referenceId
-        self.data = data
-
-    def to_dict(self):
-        return {
-            'referenceId': self.referenceId,
-            'eventId': str(uuid.uuid4()),
-            'data': self.data.to_dict() if self.data else None
-        }
-
-    def to_json(self):
-        data_dict = self.to_dict()
-        return json.dumps(data_dict)
-
-def decode_key(key_bytes):
-    return key_bytes.decode('utf-8') if key_bytes else None
-
-def decode_value(value_bytes):
-    return json.loads(value_bytes.decode('utf-8')) if value_bytes else None
-
 
 # Kafka consumer-klasse
 class KafkaConsumerThread(threading.Thread):
@@ -104,21 +66,21 @@ class KafkaConsumerThread(threading.Thread):
 
 
         while not self.shutdown.is_set():
-            for message in consumer:
+            for cm in consumer:
                 if self.shutdown.is_set():
                     break
-
+                message: ConsumerRecord = ConsumerRecord(cm)  
                 
 
                 # Sjekk om meldingen har målnøkkelen
-                if message.key == "request:metadata:obtain" or message.key == "event:media-read-base-info:performed":
+                if message.key in consume_on_key:
                     logger.info("==> Incoming message: %s \n%s", message.key, message.value)
                     # Opprett en ny tråd for å håndtere meldingen
                     handler_thread = MessageHandlerThread(message)
                     handler_thread.start()
                 else:
                     if (message.key not in suppress_ignore):
-                        logger.info("Ignored message: key=%s", message.key)
+                        logger.debug("Ignored message: key=%s", message.key)
             # Introduce a small sleep to reduce CPU usage
             time.sleep(1)
         if consumer is not None:
@@ -132,89 +94,86 @@ class KafkaConsumerThread(threading.Thread):
 
 # Kafka message handler-klasse
 class MessageHandlerThread(threading.Thread):
-    def __init__(self, message):
+    producerMessageKey = "event:media-metadata-search:performed"
+    def __init__(self, message: ConsumerRecord):
         super().__init__()
         self.message = message
 
     def run(self):
-        logger.info("Handling message: key=%s, value=%s", self.message.key, self.message.value)
-        if 'data' not in self.message.value:
-            logger.error("data is not present in message!")
-        messageData = self.message.value["data"]
-        # Sjekk om meldingen har en Status
-        if 'status' in messageData:
-            status_type = messageData['status']
 
-            # Sjekk om statusen er COMPLETED
+        mediaEvent = MediaEvent(message=self.message)
-            if status_type == 'COMPLETED':
-                baseName = messageData["sanitizedName"]
-                title = messageData["title"]
 
-                eventId = self.message.value["eventId"]
+        if mediaEvent.data is None:
-
+            logger.error("No data present for %s", self.message.value)
-                logger.info("Searching for %s", title)
+            return
-                result = self.get_metadata(title, baseName, eventId)
+        if mediaEvent.isConsumable() == False:
-                if (result is None):
+            logger.info("Message status is not of 'COMPLETED', %s", self.message.value)
-                    logger.info("No result for %s or %s", title, baseName)
+            return
-
+    
-                producerMessage = self.compose_message(referenceId=self.message.value["referenceId"], result=result)
+        logger.info("Processing record: key=%s, value=%s", self.message.key, self.message.value)
-
-                # Serialiser resultatet til JSON som strenger
-                result_json = json.dumps(producerMessage.to_dict())
-
-                # Send resultatet tilbake ved hjelp av Kafka-producer
-                producer = KafkaProducer(
-                    bootstrap_servers=bootstrap_servers,
-                    key_serializer=lambda k: k.encode('utf-8') if isinstance(k, str) else None,
-                    value_serializer=lambda v: v.encode('utf-8') if isinstance(v, str) else None
-                )
-                producer.send(kafka_topic, key="event:media-metadata-search:performed", value=result_json)
-                producer.close()
-            else:
-                logger.info("Message status is not of 'COMPLETED', %s", self.message.value)
-        else:
-            logger.warn("No status present for %s", self.message.value)
-
-    def get_metadata(self, name: str, baseName: str, evnetId: str) -> Optional[DataResult]:
-        result = None
-        logger.info("Checking cache")
-        titleCache = ResultCache.get(name)
-        if (titleCache is None):
-            titleCache = UseSource(title=name, eventId=evnetId).select_result()
-            if titleCache is not None:
-                logger.info("Storing response for %s in in-memory cache", name)
-                ResultCache.add(title=name, result=titleCache)
-        else:
-            logger.info("Cache hit for %s", name)                
-
-        baseNameCache = ResultCache.get(baseName)
-        if (baseNameCache is None):
-            baseNameCache = UseSource(title=baseName, eventId=evnetId).select_result()
-            if baseNameCache is not None:
-                logger.info("Storing response for %s in in-memory cache", baseName)
-                ResultCache.add(title=baseName, result=baseNameCache)
-        else:
-            logger.info("Cache hit for %s", baseName) 
-
-        if titleCache is not None and baseNameCache is not None:
-            if (titleCache.data.type.lower() == "movie" or baseNameCache.data.type.lower() == "movie"):
-                result = baseNameCache
-            else:
-                result = titleCache
-        elif titleCache is not None:
-            result = titleCache
-        elif baseNameCache is not None:
-            result = baseNameCache
-
-        return result
 
 
-    def compose_message(self, referenceId: str, result: DataResult) -> ProducerDataValueSchema:
+        searchableTitles: List[str] = mediaEvent.data["searchTitles"]
-        return ProducerDataValueSchema(
+        joinedTitles = ", ".join(searchableTitles)
-            referenceId=referenceId,
+        logger.info("Searching for %s", joinedTitles)
-            data=result
+        result: Metadata | None = self.__getMetadata(searchableTitles)
+
+        result_message: str | None = None
+        if (result is None):
+            result_message = f"No result for {joinedTitles}"
+            logger.info(result_message)
+
+        messageData = MessageDataWrapper(
+            status =  "ERROR" if result is None else "COMPLETED",
+            message =  result_message,
+            data = result,
+            derivedFromEventId = mediaEvent.eventId
         )
 
+        producerMessage = KafkaMessage(referenceId=mediaEvent.referenceId, data=messageData).to_json()
+
+        # Serialiser resultatet til JSON som strenger
+        result_json = json.dumps(producerMessage)
+
+        logger.info("<== Outgoing message: %s \n%s", self.producerMessageKey, result_json)
+
+        # Send resultatet tilbake ved hjelp av Kafka-producer
+        producer = KafkaProducer(
+            bootstrap_servers=bootstrap_servers,
+            key_serializer=lambda k: k.encode('utf-8') if isinstance(k, str) else None,
+            value_serializer=lambda v: v.encode('utf-8') if isinstance(v, str) else None
+        )
+        producer.send(kafka_topic, key=self.producerMessageKey, value=result_json)
+        producer.close()
+
+
+
+
+    def __getMetadata(self, titles: List[str]) -> Metadata | None:
+        mal = Mal(titles=titles)
+        anii = Anii(titles=titles)
+        imdb = Imdb(titles=titles)
+
+        results: List[Metadata] = [
+            mal.search(),
+            anii.search(),
+            imdb.search()
+        ]
+        filtered_results = [result for result in results if result is not None]
+        logger.info("Simple matcher")
+        simpleSelector = SimpleMatcher(titles=titles, metadata=filtered_results).getBestMatch()
+        logger.info("Advanced matcher")
+        advancedSelector = AdvancedMatcher(titles=titles, metadata=filtered_results).getBestMatch()
+        logger.info("Prefrix matcher")
+        prefixSelector = PrefixMatcher(titles=titles, metadata=filtered_results).getBestMatch()
+        if simpleSelector is not None:
+            return simpleSelector
+        if advancedSelector is not None:
+            return advancedSelector
+        if prefixSelector is not None:
+            return prefixSelector
+        return None
+
 
 # Global variabel for å indikere om applikasjonen skal avsluttes
 should_stop = False

apps/pyMetadata/requirements.txt

@@ -5,4 +5,5 @@ fuzzywuzzy>=0.18.0
 requests>=2.31.0
 python-Levenshtein>=0.21.1
 mal-api>=0.5.3
-Unidecode>=1.3.8
+Unidecode>=1.3.8
+tabulate>=0.9.0

apps/pyMetadata/sources/anii.py

@@ -1,40 +1,83 @@
+import logging, sys
+import hashlib
+from typing import List
+
+from clazz.Metadata import Metadata, Summary
+from .source import SourceBase
+
 from AnilistPython import Anilist
-from .result import Metadata, DataResult, Summary
 
-class metadata():
+log = logging.getLogger(__name__)
-    name: str = None
-    anilist = Anilist()
 
-    def __init__(self, name) -> None:
+class Anii(SourceBase):
-        self.name = name
+
-    
+    def __init__(self, titles: List[str]) -> None:
-    def lookup(self) -> DataResult:
+        super().__init__(titles)
-        """"""
+
+    def search(self) -> Metadata | None:
+        idToTitle: dict[str, str] = {}
+        results: dict[str, str] = {}
         try:
-            result = self.anilist.get_anime(self.name)
+            for title in self.titles:
+                try:
+                    result = Anilist().get_anime(title)
+                    if result:
+                        _title = result.get("name_english", None)
+                        givenId = self.generate_id(_title)
+                        idToTitle[givenId] = _title
+                        results[givenId] = result
+                except IndexError as notFound:
+                    pass
+                except Exception as e:
+                    log.exception(e)
+        except IndexError as notFound:
+            self.logNoMatch("Anii", titles=self.titles)
+            pass
+        except Exception as e:
+            log.exception(e)
 
-            meta = Metadata(
+
+        if not idToTitle or not results:
+            self.logNoMatch("Anii", titles=self.titles)
+            return None
+        
+        best_match_id, best_match_title = self.findBestMatchAcrossTitles(idToTitle, self.titles)
+
+        return self.__getMetadata(results[best_match_id])
+    
+    def queryIds(self, title: str) -> dict[str, str]:
+        return super().queryIds(title)
+
+
+    def __getMetadata(self, result: dict) -> Metadata:
+        try:
+            summary = result.get("desc", None)
+            return Metadata(
                 title = result.get("name_english", None),
                 altTitle = [result.get("name_romaji", [])],
                 cover = result.get("cover_image", None),
-                summary = [
+                banner = None,
+                summary = [] if summary is None else [
                     Summary(
                         language = "eng",
-                        summary = result.get("desc", None)
+                        summary = summary
                     )
                 ],
-                type = 'movie' if result.get('airing_format', '').lower() == 'movie' else 'serie',
+                type = self.getMediaType(result.get('airing_format', '')),
                 genres = result.get('genres', []),
                 source="anii",
-                usedTitle=self.name
             )
-            if (meta.title is None) or (meta.type is None):
-                return DataResult(status="COMPLETED", message= None, data= None)
-
-            return DataResult(status="COMPLETED", message= None, data=meta)
-
-        except IndexError as ingore:
-            return DataResult(status="COMPLETED", message=f"No result for {self.name}")
         except Exception as e:
-            return DataResult(status="ERROR", message=str(e))
+            log.exception(e)
-            
+            return None
+
+
+    def generate_id(self, text: str):
+        return hashlib.md5(text.encode()).hexdigest()            
+    
+    def getMediaType(self, type: str) -> str:
+        return 'movie' if type.lower() == 'movie' else 'serie'
+        
+
+
+

apps/pyMetadata/sources/cache.py

@@ -1,14 +0,0 @@
-from typing import Optional
-from .result import DataResult
-
-
-class ResultCache:
-    _cache = {}
-
-    @classmethod
-    def add(cls, title: str, result: DataResult):
-        cls._cache[title] = result
-    
-    @classmethod
-    def get(cls, title) -> Optional[DataResult]:
-        return cls._cache.get(title)

apps/pyMetadata/sources/imdb.py

@@ -1,38 +1,70 @@
-import imdb
+import logging
-from .result import Metadata, DataResult, Summary
+from imdb import Cinemagoer
+from imdb.Movie import Movie
 
-class metadata():
+from typing import List
-    name: str = None
-    imdb = imdb.Cinemagoer()
 
-    def __init__(self, name) -> None:
+from clazz.Metadata import Metadata, Summary
-        self.name = name
+from .source import SourceBase
 
+
+log = logging.getLogger(__name__)
+
+class Imdb(SourceBase):
+
+    def __init__(self, titles: List[str]) -> None:
+        super().__init__(titles)
+
+    def search(self) -> Metadata | None:
+        idToTitle: dict[str, str] = {}
+        for title in self.titles:
+            receivedIds = self.queryIds(title)
+            for id, title in receivedIds.items():
+                idToTitle[id] = title
+
+        if not idToTitle:
+            self.logNoMatch("Imdb", titles=self.titles)
+            return None
+
+        best_match_id, best_match_title = self.findBestMatchAcrossTitles(idToTitle, self.titles)
+
+        return self.__getMetadata(best_match_id)
     
-    def lookup(self) -> DataResult:
+    def queryIds(self, title: str) -> dict[str, str]:
-        """"""
+        idToTitle: dict[str, str] = {}
+
         try:
-            query = self.imdb.search_movie(self.name)
+            search = Cinemagoer().search_movie(title)
-            imdbId = query[0].movieID
+            cappedResult: List[Movie] = search[:5]
-            result = self.imdb.get_movie(imdbId)
+            usable: List[Movie] = [found for found in cappedResult if self.isMatchOrPartial("Imdb", title, found._getitem("title"))]
-            meta = Metadata(
+            for item in usable:
+                idToTitle[item.movieID] = item._getitem("title")
+        except Exception as e:
+            log.exception(e)
+        return idToTitle    
+
+    def __getMetadata(self, id: str) -> Metadata | None:
+        try:
+            result = Cinemagoer().get_movie(id)
+            summary = result.get("plot outline", None)
+            return Metadata(
                 title = result.get("title", None),
                 altTitle = [result.get("localized title", [])],
                 cover = result.get("cover url", None),
-                summary = [
+                banner = None,
+                summary = [] if summary is None else [
                     Summary(
                         language = "eng",
-                        summary = result.get("plot outline", None)
+                        summary = summary
                     )
                 ],
-                type = 'movie' if result.get('kind', '').lower() == 'movie' else 'serie',
+                type = self.getMediaType(result.get('kind', '')),
                 genres = result.get('genres', []),
                 source="imdb",
-                usedTitle=self.name
             )
-            if (meta.title is None) or (meta.type is None):
-                return DataResult(status="COMPLETED", message= None, data= None)
-            
-            return DataResult(status="COMPLETED", message= None, data= meta)
         except Exception as e:
-            return DataResult(status="ERROR", data=None, message=str(e))
+            log.exception(e)
+        return None
+    
+    def getMediaType(self, type: str) -> str:
+        return 'movie' if type.lower() == 'movie' else 'serie'

apps/pyMetadata/sources/mal.py

@@ -1,36 +1,71 @@
-from mal import *
+import logging, sys
-from .result import Metadata, DataResult, Summary
+from typing import List
 
-class metadata():
+from clazz.Metadata import Metadata, Summary
-    name: str = None
+from .source import SourceBase
+
+from mal import Anime, AnimeSearch, AnimeSearchResult
+
+
+log = logging.getLogger(__name__)
+
+
+class Mal(SourceBase):
+    """"""
+    def __init__(self, titles: List[str]) -> None:
+        super().__init__(titles)
+
+    def search(self) -> Metadata | None:
+        idToTitle: dict[str, str] = {}
+
+        for title in self.titles:
+            receivedIds = self.queryIds(title)
+            for id, title in receivedIds.items():
+                idToTitle[id] = title
+        
+        if not idToTitle:
+            self.logNoMatch("MAL", titles=self.titles)
+            return None
+
+        best_match_id, best_match_title = self.findBestMatchAcrossTitles(idToTitle, self.titles)
+
+        return self.__getMetadata(best_match_id)
     
-    def __init__(self, name: str) -> None:
+    def queryIds(self, title: str) -> dict[str, str]:
-        self.name = name
+        idToTitle: dict[str, str] = {}
 
-    def lookup(self) -> DataResult:
         try:
-            search = AnimeSearch(self.name)
+            search = AnimeSearch(title)
-            if (len(search.results) == 0):
+            cappedResult: List[AnimeSearchResult] = search.results[:5]
-                return DataResult(status="SKIPPED", message="No results")
+            usable: List[AnimeSearchResult] = [found for found in cappedResult if self.isMatchOrPartial("MAL", title, found.title)]
-            anime = Anime(search.results[0].mal_id)
+            for item in usable:
-            meta = Metadata(
+                log.info(f"malId: {item.mal_id} to {item.title}")
-                title = anime.title,
+                idToTitle[item.mal_id] = item.title
-                altTitle = [altName for altName in [anime.title_english, *anime.title_synonyms] if altName],
-                cover = anime.image_url,
-                summary = [
-                    Summary(
-                        language = "eng",
-                        summary = anime.synopsis
-                    )
-                ],
-                type = 'movie' if anime.type.lower() == 'movie' else 'serie',
-                genres = anime.genres,
-                source="mal",
-                usedTitle=self.name
-            )
-            if (meta.title is None) or (meta.type is None):
-                return DataResult(status="COMPLETED", message = None, data = None)
-
-            return DataResult(status = "COMPLETED", message = None, data = meta)
         except Exception as e:
-            return DataResult(status="ERROR", message=str(e))
+            log.exception(e)
+        return idToTitle
+    
+    def __getMetadata(self, id: str):
+        try:
+            anime = Anime(id)
+            return Metadata(
+                    title = anime.title,
+                    altTitle = [altName for altName in [anime.title_english, *anime.title_synonyms] if altName],
+                    cover = anime.image_url,
+                    banner = None,
+                    summary = [] if anime.synopsis is None else [
+                        Summary(
+                            language = "eng",
+                            summary = anime.synopsis
+                        )
+                    ],
+                    type = self.getMediaType(anime.type),
+                    genres = anime.genres,
+                    source="mal",
+                )
+        except Exception as e:
+            log.exception(e)
+        return None
+        
+    def getMediaType(self, type: str) -> str:
+        return 'movie' if type.lower() == 'movie' else 'serie'

apps/pyMetadata/sources/result.py

@@ -1,33 +0,0 @@
-from typing import List, Optional
-from dataclasses import dataclass, asdict
-
-@dataclass
-class Summary:
-    summary: str
-    language: str
-
-    def to_dict(self):
-        return asdict(self)
-
-@dataclass
-class Metadata:
-    title: str
-    altTitle: List[str]
-    cover: str
-    type: str  # Serie/Movie
-    summary: List[Summary]
-    genres: List[str]
-    source: str
-    usedTitle: str
-
-    def to_dict(self):
-        return asdict(self)
-
-@dataclass
-class DataResult:
-    status: str # COMPLETED / ERROR
-    message: str | None = None
-    data: Metadata = None
-
-    def to_dict(self):
-        return asdict(self)

apps/pyMetadata/sources/select.py

@@ -1,112 +0,0 @@
-import logging
-from dataclasses import dataclass, asdict
-from typing import List, Optional
-from .result import Metadata, DataResult
-from .anii import metadata as AniiMetadata
-from .imdb import metadata as ImdbMetadata
-from .mal import metadata as MalMetadata
-from fuzzywuzzy import fuzz
-from unidecode import unidecode
-import json
-import re
-
-logger = logging.getLogger(__name__)
-
-@dataclass
-class WeightedData:
-    result: DataResult
-    weight: int = 1
-
-    def to_dict(self):
-        return asdict(self)    
-
-@dataclass
-class DataAndScore:
-    result: DataResult = None
-    score: int = 0
-    def to_dict(self):
-
-        return asdict(self)    
-
-class UseSource():
-    title: str
-    eventId: str
-    def __init__(self, title, eventId) -> None:
-        self.title = title
-        self.eventId = eventId
-
-    def stripped(self, input_string) -> str:
-        unitext = unidecode(input_string)
-        unitext = re.sub(r'[^a-zA-Z0-9\s]', ' ', unitext)
-        unitext = re.sub(r'\s{2,}', ' ', unitext)
-        return unitext
-
-    def __perform_search(self, title)-> List[WeightedData]:
-        anii = AniiMetadata(title).lookup()
-        imdb = ImdbMetadata(title).lookup()
-        mal = MalMetadata(title).lookup()
-
-        result: List[WeightedData] = []
-        if (anii is not None) and (anii.status == "COMPLETED" and anii.data is not None):
-            result.append(WeightedData(anii, 1.2))
-        if (imdb is not None) and (imdb.status == "COMPLETED" and imdb.data is not None):
-            imdb_weight = 1
-            if (imdb.data.title == title or self.stripped(imdb.data.title) == self.stripped(title)):
-                imdb_weight = 100
-            result.append(WeightedData(imdb, imdb_weight))
-        if (mal is not None) and (mal.status == "COMPLETED" and mal.data is not None):
-            result.append(WeightedData(mal, 1.8))
-        return result
-    
-    def __calculate_score(self, title: str, weightData: List[WeightedData]) -> List[DataAndScore]:
-        """"""
-        result: List[WeightedData] = []
-        for wd in weightData:
-            highScore = fuzz.ratio(self.stripped(title.lower()), self.stripped(wd.result.data.title.lower()))
-            logger.info(f"[H:{highScore}]\t{self.stripped(wd.result.data.title.lower())} => {self.stripped(title.lower())}")
-            for name in wd.result.data.altTitle:
-                altScore = fuzz.ratio(self.stripped(title.lower()), self.stripped(name.lower()))
-                if (altScore > highScore):
-                    highScore = altScore
-                logger.info(f"[A:{highScore}]\t{self.stripped(wd.result.data.title.lower())} => {self.stripped(title.lower())}")
-            givenScore = highScore * wd.weight
-            logger.info(f"[G:{givenScore}]\t{self.stripped(wd.result.data.title.lower())} => {self.stripped(title.lower())} Weight:{wd.weight}")
-            result.append(DataAndScore(wd.result, givenScore))
-        return result
-
-
-    def select_result(self) -> Optional[DataResult]:
-        """""" 
-        result = self.__perform_search(title=self.title)
-
-        scoredResult = self.__calculate_score(title=self.title, weightData=result)
-        
-        scoredResult.sort(key=lambda x: x.score, reverse=True)
-
-        selected: DataResult|None = scoredResult[0].result if len(scoredResult) > 0 else None
-        
-        jsr = ""
-        try:
-            jsr = json.dumps([obj.to_dict() for obj in scoredResult], indent=4)
-            with open(f"./logs/{self.eventId}-{self.title}.json", "w", encoding="utf-8") as f:
-                f.write(jsr)
-        except Exception as e:
-            logger.info("Couldn't dump log..")
-            logger.error(e)
-            logger.info(jsr)
-
-        try:
-
-            titles: List[str] = []
-            for wd in scoredResult:
-                titles.append(wd.result.data.title)
-                titles.extend(wd.result.data.altTitle)
-            joinedTitles = "\n\t" + "\n\t".join(titles)
-            logger.info(f"\nName: {self.title} \n \nFound: {joinedTitles} \nTitle selected: \n\t{selected.data.title} \n")
-        except Exception as e:
-            logger.error(e)
-            pass
-
-        # Return the result with the highest score (most likely result)
-        return selected
-