diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml new file mode 100644 index 0000000..d2e9a11 --- /dev/null +++ b/.pre-commit-config.yaml @@ -0,0 +1,30 @@ +default_install_hook_types: + - pre-commit + - commit-msg + - pre-push + +repos: + - repo: https://github.com/pre-commit/pre-commit-hooks + rev: v4.3.0 + hooks: + - id: end-of-file-fixer + - id: trailing-whitespace + - id: check-toml + + - repo: https://github.com/psf/black + rev: 22.10.0 + hooks: + - id: black + #exclude: ^aodn_cloud_optimised/bin/create_aws_registry_dataset.py$ # issue with black! + + - repo: https://github.com/python-poetry/poetry + rev: '1.8.3' + hooks: + - id: poetry-check + args: ["--lock", "--quiet"] # Add --quiet to run poetry-check quietly + verbose: false + - id: poetry-lock + args: ["--no-update"] + verbose: true + - id: poetry-install + args: ["--quiet"] diff --git a/koreader_highlights_2_anki/__main__.py b/koreader_highlights_2_anki/__main__.py index 155afb5..b4583bf 100755 --- a/koreader_highlights_2_anki/__main__.py +++ b/koreader_highlights_2_anki/__main__.py @@ -53,11 +53,13 @@ logging.getLogger("transformers").setLevel(logging.ERROR) -logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s') +logging.basicConfig( + level=logging.INFO, format="%(asctime)s - %(levelname)s - %(message)s" +) logger = logging.getLogger(__name__) -def get_word_importance(sentence, language='en'): +def get_word_importance(sentence, language="en"): """ Use BERT to score word importance by masking each word and predicting it. Words that are harder for BERT to predict will be considered more important. @@ -71,17 +73,17 @@ def get_word_importance(sentence, language='en'): model = BertForMaskedLM.from_pretrained(model_name) # Download NLTK stopwords if you haven't already - nltk.download('stopwords', quiet=True) + nltk.download("stopwords", quiet=True) from nltk.corpus import stopwords stop_words_dict = { - 'en-US': set(stopwords.words('english')), - 'fr': set(stopwords.words('french')), - 'de': set(stopwords.words('german')), - 'es': set(stopwords.words('spanish')), - 'it': set(stopwords.words('italian')), + "en-US": set(stopwords.words("english")), + "fr": set(stopwords.words("french")), + "de": set(stopwords.words("german")), + "es": set(stopwords.words("spanish")), + "it": set(stopwords.words("italian")), } - stop_words = stop_words_dict.get(language, stop_words_dict['en-US']) + stop_words = stop_words_dict.get(language, stop_words_dict["en-US"]) words = sentence.split() word_scores = [] @@ -92,8 +94,12 @@ def get_word_importance(sentence, language='en'): continue # Tokenize and mask the current word - masked_sentence = words[:i] + ['[MASK]'] + words[i + 1:] - inputs = tokenizer(' '.join(masked_sentence), return_tensors='pt', clean_up_tokenization_spaces=True) + masked_sentence = words[:i] + ["[MASK]"] + words[i + 1 :] + inputs = tokenizer( + " ".join(masked_sentence), + return_tensors="pt", + clean_up_tokenization_spaces=True, + ) # Get BERT predictions with torch.no_grad(): @@ -101,11 +107,15 @@ def get_word_importance(sentence, language='en'): predictions = outputs.logits # Get the token ID for the masked word - masked_index = (inputs.input_ids == tokenizer.mask_token_id).nonzero(as_tuple=True)[1] + masked_index = (inputs.input_ids == tokenizer.mask_token_id).nonzero( + as_tuple=True + )[1] predicted_token_id = torch.argmax(predictions[0, masked_index, :], dim=-1) # Score based on the predicted token's probability - predicted_prob = torch.softmax(predictions[0, masked_index, :], dim=-1)[0, predicted_token_id].item() + predicted_prob = torch.softmax(predictions[0, masked_index, :], dim=-1)[ + 0, predicted_token_id + ].item() importance_score = 1 - predicted_prob # Lower probability means more important word_scores.append((word, importance_score)) @@ -115,7 +125,15 @@ def get_word_importance(sentence, language='en'): return word_scores -def generate_cloze_with_ai(highlight_text, highlight_sentences, note_text, model, deck, highlight, language="en-US"): +def generate_cloze_with_ai( + highlight_text, + highlight_sentences, + note_text, + model, + deck, + highlight, + language="en-US", +): """ Generates cloze deletions using AI to select the most important words while keeping the full highlight text. @@ -131,11 +149,13 @@ def generate_cloze_with_ai(highlight_text, highlight_sentences, note_text, model deck: The updated Anki deck with added cloze notes. """ # Ensure NLTK punkt tokenizer models are downloaded - nltk.download('punkt', quiet=True) + nltk.download("punkt", quiet=True) # Create a copy of the original highlight text for replacement full_highlight_cloze = highlight_text - logger.debug(f"Starting to process {len(highlight_sentences)} highlight sentences...") + logger.debug( + f"Starting to process {len(highlight_sentences)} highlight sentences..." + ) for sentence in highlight_sentences: words = sentence.split() @@ -157,10 +177,12 @@ def generate_cloze_with_ai(highlight_text, highlight_sentences, note_text, model end_index = min(len(words), most_important_index + 3) # 3 words after # Create a cloze text from the important word and context - cloze_text = ' '.join(words[start_index:end_index]) + cloze_text = " ".join(words[start_index:end_index]) # Replace the selected words with cloze syntax in the full highlight text - full_highlight_cloze = full_highlight_cloze.replace(cloze_text, f"{{{{c1::{cloze_text}}}}}") + full_highlight_cloze = full_highlight_cloze.replace( + cloze_text, f"{{{{c1::{cloze_text}}}}}" + ) logger.debug("Finished processing all sentences.") # Create the datetime string for the bottom right datetime_info = f"{highlight['datetime']}" @@ -168,14 +190,19 @@ def generate_cloze_with_ai(highlight_text, highlight_sentences, note_text, model # Add the note to the deck with the full highlight text containing cloze deletions note = genanki.Note( model=model, - fields=[note_text + full_highlight_cloze, datetime_info] # Add datetime in Extra field + fields=[ + note_text + full_highlight_cloze, + datetime_info, + ], # Add datetime in Extra field ) deck.add_note(note) return deck -def create_anki_flashcards_ai(parsed_data, output_apkg_path, deck_name="Books Highlights 📚"): +def create_anki_flashcards_ai( + parsed_data, output_apkg_path, deck_name="Books Highlights 📚" +): """ Creates cloze flashcards for Anki from the highlights. @@ -188,31 +215,39 @@ def create_anki_flashcards_ai(parsed_data, output_apkg_path, deck_name="Books Hi None """ # Download NLTK punkt tokenizer models if you haven't already - nltk.download('punkt_tab') - nltk.download('punkt') + nltk.download("punkt_tab") + nltk.download("punkt") - language = parsed_data['language'] + language = parsed_data["language"] - book_title = parsed_data['title'].replace(' ', '_') - author_name = parsed_data['authors'].replace(' ', '_') + book_title = parsed_data["title"].replace(" ", "_") + author_name = parsed_data["authors"].replace(" ", "_") # Set deck name in format 'Books Highlights::[book_title]-[author_name]' - deck_full_name = f"{deck_name}::{book_title.replace('_', ' ')}-{author_name.replace('_', ' ')}" + deck_full_name = ( + f"{deck_name}::{book_title.replace('_', ' ')}-{author_name.replace('_', ' ')}" + ) # Generate deck ID using a hash of the deck_full_name - deck_id = int(hashlib.md5(deck_full_name.encode('utf-8')).hexdigest(), 16) % (10 ** 10) + deck_id = int(hashlib.md5(deck_full_name.encode("utf-8")).hexdigest(), 16) % ( + 10**10 + ) deck = genanki.Deck(deck_id=deck_id, name=deck_full_name) model = genanki.CLOZE_MODEL # Generate cards for each highlight - for highlight in tqdm(parsed_data['entries'], desc="Processing book highlights", unit="highlight"): - highlight_text = highlight['notes'] + for highlight in tqdm( + parsed_data["entries"], desc="Processing book highlights", unit="highlight" + ): + highlight_text = highlight["notes"] # Use regex to split sentences by both '.' and ';' - highlight_sentences = re.split(r'(?<=[.!?;]) +', highlight_text) # Tokenize sentences - page_number = highlight['page'] + highlight_sentences = re.split( + r"(?<=[.!?;]) +", highlight_text + ) # Tokenize sentences + page_number = highlight["page"] chapter_info = f"Chapter: {highlight['chapter']} - Page: {page_number}" # Keep your original formatting for title and note_text @@ -220,11 +255,19 @@ def create_anki_flashcards_ai(parsed_data, output_apkg_path, deck_name="Books Hi note_text = f"{title}{chapter_info}
" # Decrease font size of the note text # Generate cloze deletions using AI - deck = generate_cloze_with_ai(highlight_text, highlight_sentences, note_text, model, deck, highlight, language=language) + deck = generate_cloze_with_ai( + highlight_text, + highlight_sentences, + note_text, + model, + deck, + highlight, + language=language, + ) # Check if output_apkg_path is a folder, and if so, append a default file name if os.path.isdir(output_apkg_path): - default_filename = f"{book_title}_{author_name}.apkg".replace('/', '.') + default_filename = f"{book_title}_{author_name}.apkg".replace("/", ".") output_apkg_path = os.path.join(output_apkg_path, default_filename) # Create the Anki package and save it @@ -232,7 +275,9 @@ def create_anki_flashcards_ai(parsed_data, output_apkg_path, deck_name="Books Hi package.write_to_file(output_apkg_path) -def create_anki_flashcards(parsed_data, output_apkg_path, deck_name="Books Highlights 📚"): +def create_anki_flashcards( + parsed_data, output_apkg_path, deck_name="Books Highlights 📚" +): """ Creates cloze flashcards for Anki from the highlights. @@ -245,29 +290,35 @@ def create_anki_flashcards(parsed_data, output_apkg_path, deck_name="Books Highl None """ # Download NLTK punkt tokenizer models if you haven't already - nltk.download('punkt_tab') - nltk.download('punkt') + nltk.download("punkt_tab") + nltk.download("punkt") - book_title = parsed_data['title'].replace(' ', '_') - author_name = parsed_data['authors'].replace(' ', '_') + book_title = parsed_data["title"].replace(" ", "_") + author_name = parsed_data["authors"].replace(" ", "_") # Set deck name in format 'Books Highlights::[book_title]-[author_name]' - deck_full_name = f"{deck_name}::{book_title.replace('_', ' ')}-{author_name.replace('_', ' ')}" + deck_full_name = ( + f"{deck_name}::{book_title.replace('_', ' ')}-{author_name.replace('_', ' ')}" + ) # Generate deck ID using a hash of the deck_full_name - deck_id = int(hashlib.md5(deck_full_name.encode('utf-8')).hexdigest(), 16) % (10 ** 10) + deck_id = int(hashlib.md5(deck_full_name.encode("utf-8")).hexdigest(), 16) % ( + 10**10 + ) deck = genanki.Deck(deck_id=deck_id, name=deck_full_name) model = genanki.CLOZE_MODEL # Generate cards for each highlight - for highlight in parsed_data['entries']: - highlight_text = highlight['notes'] + for highlight in parsed_data["entries"]: + highlight_text = highlight["notes"] # Use regex to split sentences by both '.' and ';' - highlight_sentences = re.split(r'(?<=[.!?;]) +', highlight_text) # Tokenize sentences - page_number = highlight['page'] + highlight_sentences = re.split( + r"(?<=[.!?;]) +", highlight_text + ) # Tokenize sentences + page_number = highlight["page"] chapter_info = f"Chapter: {highlight['chapter']} - Page: {page_number}" # Keep your original formatting for title and note_text @@ -281,11 +332,13 @@ def create_anki_flashcards(parsed_data, output_apkg_path, deck_name="Books Highl continue # Determine how many words to cloze (between 2 and 4) - cloze_count = random.randint(2, min(4, len(words))) # Ensure we don't exceed the sentence length + cloze_count = random.randint( + 2, min(4, len(words)) + ) # Ensure we don't exceed the sentence length # Randomly select a starting index for cloze deletion start_index = random.randint(0, len(words) - cloze_count) - cloze_text = ' '.join(words[start_index:start_index + cloze_count]) + cloze_text = " ".join(words[start_index : start_index + cloze_count]) # Replace the selected words with cloze syntax cloze_sentence = sentence.replace(cloze_text, f"{{{{c1::{cloze_text}}}}}") @@ -298,13 +351,16 @@ def create_anki_flashcards(parsed_data, output_apkg_path, deck_name="Books Highl note = genanki.Note( model=model, - fields=[note_text + full_highlight_cloze, datetime_info] # Add datetime in Extra field + fields=[ + note_text + full_highlight_cloze, + datetime_info, + ], # Add datetime in Extra field ) deck.add_note(note) # Check if output_apkg_path is a folder, and if so, append a default file name if os.path.isdir(output_apkg_path): - default_filename = f"{book_title}_{author_name}.apkg".replace('/', '.') + default_filename = f"{book_title}_{author_name}.apkg".replace("/", ".") output_apkg_path = os.path.join(output_apkg_path, default_filename) # Create the Anki package and save it @@ -328,7 +384,7 @@ def parse_lua_highlights_annotations(filepath): lua = LuaRuntime(unpack_returned_tuples=True) # Load the Lua file content - with open(filepath, 'r', encoding='utf-8') as file: + with open(filepath, "r", encoding="utf-8") as file: lua_content = file.read() # Wrap the Lua content in a function for execution @@ -341,28 +397,32 @@ def parse_lua_highlights_annotations(filepath): lua_table = lua.globals().load_data() # Access the bookmarks and annotations - annotations = lua_table['annotations'] + annotations = lua_table["annotations"] highlighted_entries = [] try: for annotation in annotations.values(): - if annotation['text']: - highlighted_entries.append({ - 'chapter': annotation['chapter'], - 'datetime': annotation['datetime'], - 'notes': annotation['text'], - 'page': annotation['pageno'], - }) + if annotation["text"]: + highlighted_entries.append( + { + "chapter": annotation["chapter"], + "datetime": annotation["datetime"], + "notes": annotation["text"], + "page": annotation["pageno"], + } + ) except Exception as e: - logger.debug(f'Error parsing Lua file with {inspect.currentframe().f_code.co_name}') + logger.debug( + f"Error parsing Lua file with {inspect.currentframe().f_code.co_name}" + ) return None # Extract book metadata (authors, title, language) metadata = { - 'title': lua_table['stats']['title'], - 'authors': lua_table['stats']['authors'], - 'language': lua_table['stats']['language'], - 'entries': highlighted_entries + "title": lua_table["stats"]["title"], + "authors": lua_table["stats"]["authors"], + "language": lua_table["stats"]["language"], + "entries": highlighted_entries, } # Return None if no highlighted entries found @@ -388,22 +448,22 @@ def parse_lua_highlights_bookmarks(filepath): lua = LuaRuntime(unpack_returned_tuples=True) # Load the Lua file content - with open(filepath, 'r', encoding='utf-8') as file: + with open(filepath, "r", encoding="utf-8") as file: lua_content = file.read() # Evaluate the Lua content lua_table = lua.execute(lua_content) - bookmarks = lua_table['bookmarks'] + bookmarks = lua_table["bookmarks"] highlighted_entries = [] try: for bookmark in bookmarks.values(): - if bookmark['highlighted']: - page = bookmark['page'] + if bookmark["highlighted"]: + page = bookmark["page"] # Regular expression to match the number after "DocFragment" - match = re.search(r'DocFragment\[(\d+)\]', page) + match = re.search(r"DocFragment\[(\d+)\]", page) # If a match is found, extract the number if match: @@ -411,22 +471,26 @@ def parse_lua_highlights_bookmarks(filepath): else: page = None - highlighted_entries.append({ - 'chapter': bookmark['chapter'], - 'datetime': bookmark['datetime'], - 'notes': bookmark['notes'], - 'page': page, - }) + highlighted_entries.append( + { + "chapter": bookmark["chapter"], + "datetime": bookmark["datetime"], + "notes": bookmark["notes"], + "page": page, + } + ) except Exception as e: - logger.debug(f'Error parsing Lua file with {inspect.currentframe().f_code.co_name}') + logger.debug( + f"Error parsing Lua file with {inspect.currentframe().f_code.co_name}" + ) return None # Extract book metadata (authors, title, language) metadata = { - 'title': lua_table['stats']['title'], - 'authors': lua_table['stats']['authors'], - 'language': lua_table['stats']['language'], - 'entries': highlighted_entries + "title": lua_table["stats"]["title"], + "authors": lua_table["stats"]["authors"], + "language": lua_table["stats"]["language"], + "entries": highlighted_entries, } # Return None if no highlighted entries found @@ -437,53 +501,53 @@ def parse_lua_highlights_bookmarks(filepath): # def parse_lua_highlights(filepath): - # """ - # Parses a Lua file to extract highlighted bookmarks and book metadata. - - # Args: - # filepath (str): Path to the Lua file. - - # Returns: - # dict: Dictionary containing the highlighted bookmarks, book title, and author. - # Returns None if no highlights are found. - # """ - # # Create a Lua runtime environment - # lua = LuaRuntime(unpack_returned_tuples=True) - - # # Load the Lua file content - # with open(filepath, 'r', encoding='utf-8') as file: - # lua_content = file.read() - - # # Evaluate the Lua content - # lua_table = lua.execute(lua_content) - - # # Extract 'bookmarks' and filter for highlighted entries - # bookmarks = lua_table['bookmarks'] - # highlighted_bookmarks = [] - # if bookmarks is None: - # return None - - # for bookmark in bookmarks.values(): - # if bookmark['highlighted']: - # highlighted_bookmarks.append({ - # 'chapter': bookmark['chapter'], - # 'datetime': bookmark['datetime'], - # 'notes': bookmark['notes'], - # }) - - # # Extract book metadata (authors, title) - # metadata = { - # 'title': lua_table['stats']['title'], - # 'authors': lua_table['stats']['authors'], - # 'language': lua_table['stats']['language'], - # 'bookmarks': highlighted_bookmarks - # } - - # # Return None if no highlighted bookmarks found - # if not highlighted_bookmarks: - # return None - - # return metadata +# """ +# Parses a Lua file to extract highlighted bookmarks and book metadata. + +# Args: +# filepath (str): Path to the Lua file. + +# Returns: +# dict: Dictionary containing the highlighted bookmarks, book title, and author. +# Returns None if no highlights are found. +# """ +# # Create a Lua runtime environment +# lua = LuaRuntime(unpack_returned_tuples=True) + +# # Load the Lua file content +# with open(filepath, 'r', encoding='utf-8') as file: +# lua_content = file.read() + +# # Evaluate the Lua content +# lua_table = lua.execute(lua_content) + +# # Extract 'bookmarks' and filter for highlighted entries +# bookmarks = lua_table['bookmarks'] +# highlighted_bookmarks = [] +# if bookmarks is None: +# return None + +# for bookmark in bookmarks.values(): +# if bookmark['highlighted']: +# highlighted_bookmarks.append({ +# 'chapter': bookmark['chapter'], +# 'datetime': bookmark['datetime'], +# 'notes': bookmark['notes'], +# }) + +# # Extract book metadata (authors, title) +# metadata = { +# 'title': lua_table['stats']['title'], +# 'authors': lua_table['stats']['authors'], +# 'language': lua_table['stats']['language'], +# 'bookmarks': highlighted_bookmarks +# } + +# # Return None if no highlighted bookmarks found +# if not highlighted_bookmarks: +# return None + +# return metadata def main(): @@ -496,13 +560,38 @@ def main(): Returns: None """ - parser = argparse.ArgumentParser(description="Create Anki flashcards from Koreader highlights.") - parser.add_argument("--input-folder", "-i", required=True, help="Path to the folder containing metadata.epub.lua files in KOReader.") - parser.add_argument("--output-folder", "-o", required=True, help="Path to the folder where .apkg files will be saved.") - parser.add_argument("--deck-name", "-n", default="Books Highlights 📚" ,required=False, help="Name of the Anki deck (e.g., 'deck::subdeck') (Default to Books Highlights 📚 .") - parser.add_argument("--no-ai", action="store_true", - help="Decide if we don't use AI to find which part of the sentence to 'cloze'.") - parser.add_argument("--select-files", action="store_true", help="If set, allows you to select files interactively for processing.") + parser = argparse.ArgumentParser( + description="Create Anki flashcards from Koreader highlights." + ) + parser.add_argument( + "--input-folder", + "-i", + required=True, + help="Path to the folder containing metadata.epub.lua files in KOReader.", + ) + parser.add_argument( + "--output-folder", + "-o", + required=True, + help="Path to the folder where .apkg files will be saved.", + ) + parser.add_argument( + "--deck-name", + "-n", + default="Books Highlights 📚", + required=False, + help="Name of the Anki deck (e.g., 'deck::subdeck') (Default to Books Highlights 📚 .", + ) + parser.add_argument( + "--no-ai", + action="store_true", + help="Decide if we don't use AI to find which part of the sentence to 'cloze'.", + ) + parser.add_argument( + "--select-files", + action="store_true", + help="If set, allows you to select files interactively for processing.", + ) args = parser.parse_args() # Check if the output folder exists, create it if it doesn't @@ -516,7 +605,7 @@ def main(): lua_files = [] for root, _, files in os.walk(args.input_folder): for file in files: - if fnmatch.fnmatch(file, 'metadata.*.lua'): + if fnmatch.fnmatch(file, "metadata.*.lua"): file_path = os.path.join(root, file) lua_files.append(file_path) @@ -528,13 +617,13 @@ def main(): if args.select_files: questions = [ inquirer.Checkbox( - 'selected_files', + "selected_files", message="Select the files to process (use space to select, arrows to navigate):", - choices=lua_files + choices=lua_files, ) ] answers = inquirer.prompt(questions) - selected_files = answers.get('selected_files', []) + selected_files = answers.get("selected_files", []) else: selected_files = lua_files @@ -544,21 +633,28 @@ def main(): try: clipped_highlights = parse_lua_highlights_bookmarks(file_path) if clipped_highlights is None: - logger.debug(f"Error parsing Bookmarks from Lua file, try using Annotations instead: {file_path}") + logger.debug( + f"Error parsing Bookmarks from Lua file, try using Annotations instead: {file_path}" + ) clipped_highlights = parse_lua_highlights_annotations(file_path) if clipped_highlights: # Create Anki flashcards if args.no_ai is True: - create_anki_flashcards(clipped_highlights, args.output_folder, deck_name=args.deck_name) + create_anki_flashcards( + clipped_highlights, args.output_folder, deck_name=args.deck_name + ) else: - create_anki_flashcards_ai(clipped_highlights, args.output_folder, - deck_name=args.deck_name) + create_anki_flashcards_ai( + clipped_highlights, args.output_folder, deck_name=args.deck_name + ) else: logger.warning(f"No highlights found for {file_path}") except Exception as e: - logger.error(f"An error occurred while processing the highlights from {file_path}: {e}\n {traceback.print_exc()}") + logger.error( + f"An error occurred while processing the highlights from {file_path}: {e}\n {traceback.print_exc()}" + ) if __name__ == "__main__": diff --git a/poetry.lock b/poetry.lock index d10cabf..c2833a3 100644 --- a/poetry.lock +++ b/poetry.lock @@ -49,6 +49,52 @@ jinxed = {version = ">=1.1.0", markers = "platform_system == \"Windows\""} six = ">=1.9.0" wcwidth = ">=0.1.4" +[[package]] +name = "build" +version = "1.2.2.post1" +description = "A simple, correct Python build frontend" +optional = false +python-versions = ">=3.8" +files = [ + {file = "build-1.2.2.post1-py3-none-any.whl", hash = "sha256:1d61c0887fa860c01971625baae8bdd338e517b836a2f70dd1f7aa3a6b2fc5b5"}, + {file = 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