From 906fcc78b143cb4d86cc4edbfb7895a7cbca874d Mon Sep 17 00:00:00 2001 From: Yandrik Date: Thu, 1 Feb 2024 12:56:34 +0100 Subject: [PATCH] INITIAL COMMIT --- .gitignore | 12 + .idea/.gitignore | 8 + .idea/anki-from-dictionary.iml | 8 + .../inspectionProfiles/profiles_settings.xml | 6 + .idea/misc.xml | 7 + .idea/modules.xml | 8 + .idea/vcs.xml | 6 + dict_to_anki.py | 156 +++++ main.py | 112 ++++ poetry.lock | 564 ++++++++++++++++++ prompt.py | 51 ++ pyproject.toml | 19 + 12 files changed, 957 insertions(+) create mode 100644 .gitignore create mode 100644 .idea/.gitignore create mode 100644 .idea/anki-from-dictionary.iml create mode 100644 .idea/inspectionProfiles/profiles_settings.xml create mode 100644 .idea/misc.xml create mode 100644 .idea/modules.xml create mode 100644 .idea/vcs.xml create mode 100644 dict_to_anki.py create mode 100644 main.py create mode 100644 poetry.lock create mode 100644 prompt.py create mode 100644 pyproject.toml diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..bc1d57d --- /dev/null +++ b/.gitignore @@ -0,0 +1,12 @@ +/.ing +apikey.secret +*.secret + +*.pdf +*.jpg +*.png +*.PNG + +out.md +out.old.md +/__pycache__ \ No newline at end of file diff --git a/.idea/.gitignore b/.idea/.gitignore new file mode 100644 index 0000000..13566b8 --- /dev/null +++ b/.idea/.gitignore @@ -0,0 +1,8 @@ +# Default ignored files +/shelf/ +/workspace.xml +# Editor-based HTTP Client requests +/httpRequests/ +# Datasource local storage ignored files +/dataSources/ +/dataSources.local.xml diff --git a/.idea/anki-from-dictionary.iml b/.idea/anki-from-dictionary.iml new file mode 100644 index 0000000..d0876a7 --- /dev/null +++ b/.idea/anki-from-dictionary.iml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml new file mode 100644 index 0000000..105ce2d --- /dev/null +++ b/.idea/inspectionProfiles/profiles_settings.xml @@ -0,0 +1,6 @@ + + + + \ No newline at end of file diff --git a/.idea/misc.xml b/.idea/misc.xml new file mode 100644 index 0000000..5c65d93 --- /dev/null +++ b/.idea/misc.xml @@ -0,0 +1,7 @@ + + + + + + \ No newline at end of file diff --git a/.idea/modules.xml b/.idea/modules.xml new file mode 100644 index 0000000..01a6ea4 --- /dev/null +++ b/.idea/modules.xml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/.idea/vcs.xml b/.idea/vcs.xml new file mode 100644 index 0000000..94a25f7 --- /dev/null +++ b/.idea/vcs.xml @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/dict_to_anki.py b/dict_to_anki.py new file mode 100644 index 0000000..8b9143d --- /dev/null +++ b/dict_to_anki.py @@ -0,0 +1,156 @@ +import base64 +from typing import Any + +import requests +from PIL import Image +from io import BytesIO + +# OpenAI API Key + +import prompt + +try: + with open('apikey.secret') as f: + api_key = f.read().strip() +except FileNotFoundError: + print('Couldn\'t read API key from file \'apikey.secret\'w. Does it exist?') + + +# Function to encode image +def encode_image(image): + buffered = BytesIO() + image.save(buffered, format="JPEG", quality=95) + img_str = base64.b64encode(buffered.getvalue()).decode('utf-8') + return img_str + + +# Function to resize the image +def resize_image(input_image_path, max_height, max_width): + original_image = Image.open(input_image_path) + width, height = original_image.size + + # resize amount required + + wr = max_width / width + hr = max_height / height + + if wr < 1 or hr < 1: + ratio = min(wr, hr) + image = original_image.resize((int(ratio * width), int(ratio * height))) + else: + image = original_image + + return image + + +def crop_image_to_left_side(image: Image, crop_width) -> Image: + return image.crop((0, 0, min(image.size[0], crop_width), image.size[1])) + + +# Resize the image and get base64 string +# resized_image = resize_image(image_path, 1024, 512) + +def image_to_anki(image_paths: str | list[str]) -> tuple[str | None, Any]: + images = [] + if isinstance(image_paths, str): + image_paths = [image_paths] + for image_path in image_paths: + resized_image = resize_image(image_path, 1536, 1024) # seems to work good for these dict pages + cropped_image = crop_image_to_left_side(resized_image, 512) + # cropped_image.show() + # print(cropped_image.size) + # exit(1) + base64_image = encode_image(cropped_image) + images.append(base64_image) + # print(resized_image.size) + + + # exit(1) + + headers = { + "Content-Type": "application/json", + "Authorization": f"Bearer {api_key}" + } + + payload = { + "model": "gpt-4-vision-preview", + "messages": [ + { + "role": "system", + "content": [ + { + "type": "text", + "text": prompt.SYSTEM_PROMPT, + } + ] + }, + { + "role": "user", + "content": [ + { + "type": "text", + "text": "Transform this image into Anki cards." + }, + # { + # "type": "image_url", + # "image_url": { + # "url": f"data:image/jpeg;base64,{base64_image}" + # } + # } + ] + [{ + "type": "image_url", + "image_url": { + "url": f"data:image/jpeg;base64,{base64_image}" + } + } + for base64_image in images] + } + ], + "max_tokens": 600 * len(images), # in general, around 350 tokens per page, so around double to be safe + "temperature": 0.0, + } + + response = requests.post("https://api.openai.com/v1/chat/completions", headers=headers, json=payload) + + response_json = response.json() + # print(response_json) + + # Extracting the completion + try: + completion = response_json['choices'][0]['message']['content'] + except KeyError: + completion = None + + # print(completion) + + return completion, response_json + + +def test(): + # Path to your image + # image_paths = "IMG_5334.PNG" + # image_path = 'tmp.jpg' + + image_path = [ + './.img/dict.pdf_7.png', + './.img/dict.pdf_8.png', + ] + + text, meta = image_to_anki(image_path) + + print(text) + + usage = meta['usage'] + + print( + f'usage for page:\n{usage["prompt_tokens"]} prompt tokens and {usage["completion_tokens"]} completion tokens') + print( + f'approx. cost: 0.0075$ per picture, {usage["prompt_tokens"] * 0.01 / 1000}$ for prompt tokens and {usage["completion_tokens"] * 0.01 / 1000}$ for completion tokens') + + cost_this = usage["prompt_tokens"] * 0.01 / 1000 + usage["completion_tokens"] * 0.01 / 1000 + 0.0075 + print(f'this page: {cost_this}$') + + + +if __name__ == '__main__': + test() diff --git a/main.py b/main.py new file mode 100644 index 0000000..c3bc5c1 --- /dev/null +++ b/main.py @@ -0,0 +1,112 @@ +import argparse +import os +from pdf2image import convert_from_path +import dict_to_anki # ensure dict_to_anki is imported + + +IMGS_PER_REQUEST = 2 + +def is_parsable_to_int(input_string): + try: + int(input_string) + return True + except ValueError: + return False + +def main(): + parser = argparse.ArgumentParser(description='Parse PDF pages to MD.') + parser.add_argument('--pages', type=str, required=True, help='Specify pages to parse in format -') + parser.add_argument('--output-file', type=str, default='out.md', help='Specify output file') + parser.add_argument('--images-path', type=str, default='./.img/', help='Specify output file') + parser.add_argument('pdf_file', type=str, help='Specify PDF file name') + + args = parser.parse_args() + + # check if page is a single digit + + if is_parsable_to_int(args.pages): + start_page = int(args.pages) + end_page = start_page + else: + # parse pages into start and end page + start_page, end_page = map(int, args.pages.split('-')) + + # todo: validate output file + + # Create the images directory if it doesn't exist + os.makedirs(args.images_path, exist_ok=True) + + # Create output file or throw error if not possible + try: + with open(args.output_file, 'w') as file: + pass + except OSError: + raise Exception("Couldn't create output file") + + # convert PDF to images for the given page + images = convert_from_path(args.pdf_file, first_page=start_page, last_page=end_page) + + # for each image, run dict_to_anki.convert(filename) + + out = '' + + cost = 0.0 + + paths = [] + + for i, image in enumerate(images, start=start_page): + print(f'extracting image for page {i}...') + image_path = f"{args.images_path.rstrip('/')}/{args.pdf_file}_{i}.png" + image.save(image_path, 'PNG') + paths.append(image_path) + + break_outer = False + + for i in range(len(paths) // IMGS_PER_REQUEST + 1): + # print(i) + # collect images + while True: + to_process = paths[i * IMGS_PER_REQUEST:i * IMGS_PER_REQUEST + IMGS_PER_REQUEST] + # print(to_process) + if len(to_process) == 0: + # skip if remaining list is empty (e.g. if 4 pages at package size 2) + break + + print(f'processing {len(to_process)} image{"s" if len(to_process) != 1 else ""}') + + cards, meta = dict_to_anki.image_to_anki(to_process) + + if not cards: + print("Error processing! Response: " + meta) + user_response = input("Retry? [y/N] > ") + if user_response != 'y' or 'yes' or 'Y' or 'YES' or 'Yes': + break_outer = True + break + else: + continue + + + # usage logging + usage = meta['usage'] + print(f'usage for page {i}:\n{usage["prompt_tokens"]} prompt tokens and {usage["completion_tokens"]} completion tokens') + print(f'approx. cost: , {usage["prompt_tokens"] * 0.01 / 1000}$ for prompt tokens (pictures approx {0.00745 * len(to_process)}$ of this), {usage["completion_tokens"] * 0.03 / 1000}$ for completion tokens') + + cost_this = (usage["prompt_tokens"] * 0.01 / 1000 + + usage["completion_tokens"] * 0.03 / 1000) + cost += cost_this + print(f'this page: {cost_this}$, total: {cost}$') + + out += cards + '\n\n\n' + break + + if break_outer: + break + + + print("total cost:", cost) + + with open(args.output_file, 'w') as file: + file.write(out) + +if __name__ == "__main__": + main() diff --git a/poetry.lock b/poetry.lock new file mode 100644 index 0000000..db9b093 --- /dev/null +++ b/poetry.lock @@ -0,0 +1,564 @@ +# This file is automatically @generated by Poetry 1.7.0 and should not be changed by hand. + +[[package]] +name = "annotated-types" +version = "0.6.0" +description = "Reusable constraint types to use with typing.Annotated" +optional = false +python-versions = ">=3.8" +files = [ + {file = "annotated_types-0.6.0-py3-none-any.whl", hash = "sha256:0641064de18ba7a25dee8f96403ebc39113d0cb953a01429249d5c7564666a43"}, + {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"}, +] + +[[package]] +name = "anyio" +version = "4.2.0" +description = "High level compatibility layer for multiple asynchronous event loop implementations" +optional = false +python-versions = ">=3.8" +files = [ + {file = "anyio-4.2.0-py3-none-any.whl", hash = "sha256:745843b39e829e108e518c489b31dc757de7d2131d53fac32bd8df268227bfee"}, + {file = "anyio-4.2.0.tar.gz", hash = "sha256:e1875bb4b4e2de1669f4bc7869b6d3f54231cdced71605e6e64c9be77e3be50f"}, +] + +[package.dependencies] +exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""} +idna = ">=2.8" +sniffio = ">=1.1" +typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""} + +[package.extras] +doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"] +test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"] +trio = ["trio (>=0.23)"] + +[[package]] +name = "certifi" +version = "2023.11.17" +description = "Python package for providing Mozilla's CA Bundle." +optional = false +python-versions = ">=3.6" +files = [ + {file = "certifi-2023.11.17-py3-none-any.whl", hash = "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474"}, + {file = "certifi-2023.11.17.tar.gz", hash = "sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1"}, +] + +[[package]] +name = "charset-normalizer" +version = "3.3.2" +description = "The Real First Universal Charset Detector. 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AnkiBot, a program that converts dictionary pictures into Anki cards. +You will get Dictionary Images as input, and you will write Anki cards as an output. +Anki cards follow the following format: + +Q: How do you use this style? +A: Just like this. + +Q: Can the question +run over multiple lines? +A: Yes, and +So can the answer + +Q: Does the answer need to be immediately after the question? + + +A: No, and preceding whitespace will be ignored. + +Q: How is this possible? +A: The 'magic' of regular expressions! + + +MAKE SURE that there is a space after Q: and A:. + +Here are some example cards created from the dictionary: + +Q: eigen +A: adv/adj.自己的,自身的,个人的 表示归属 + +Q: im Hof +A: 在院子 + + +If there is a singular and a plural listed, DO NOT create extra cards for the plural Instead, MAKE SURE to create cards like this: + +Q: der Beamte -n +A: 公务员 + +Q: der Job -s +A: 工作 + +ONLY write down the words in the dictionary. Output NOTHING ELSE than the words in the dictionary. +If a page does not contain any words (e.g. grammar info, title, ...), SKIP THAT PAGE and do not write down ANYTHING for it. +You have perfect OCR for roman letters, and chinese characters, and never make a mistake. +Make sure to write Anki cards for EVERY word. DO NOT leave any out. Try to always use the chinese words used in the dictionary, don't reword. +DO NOT modify the dictionary content, just transform the entries as-is into Anki cards. +''' + +# DO NOT reword or rewrite chinese translation, just copy them from the dictionary! +# note: doesn't really work well, as it writes more wrong translations if it can't recognize something properly + diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..4027fd5 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,19 @@ +[tool.poetry] +name = "anki-from-dictionary" +version = "0.1.0" +description = "GPT-4V application to extract Anki cards from dictionaries" +authors = ["Yandrik "] +license = "MIT" +readme = "README.md" + +[tool.poetry.dependencies] +python = "^3.10" +openai = "^1.10.0" +requests = "^2.31.0" +pillow = "^10.2.0" +pdf2image = "^1.17.0" + + +[build-system] +requires = ["poetry-core"] +build-backend = "poetry.core.masonry.api"