From f5835d2821c6a9c8db4b2307121215686458eb52 Mon Sep 17 00:00:00 2001 From: Alexander-D-Karpov Date: Mon, 14 Oct 2024 21:34:16 +0300 Subject: [PATCH] removed unused dependencies from project, moved files process to external service --- .env.example | 2 + akarpov/common/ml/__init__.py | 0 akarpov/common/ml/text.py | 51 - akarpov/files/previews/application/doc.py | 8 +- akarpov/files/previews/application/docx.py | 8 +- akarpov/files/previews/application/odt.py | 8 +- akarpov/files/previews/audio/oga.py | 8 +- akarpov/files/services/lema.py | 42 - akarpov/files/services/preview.py | 83 - akarpov/files/services/search.py | 15 +- akarpov/files/services/text.py | 18 - akarpov/files/tasks.py | 67 +- akarpov/music/api/views.py | 4 +- akarpov/music/documents.py | 2 +- akarpov/music/services/search.py | 4 +- akarpov/music/signals.py | 3 +- akarpov/music/tasks.py | 2 +- compose/local/django/celery/worker/start | 2 - .../local/django/install_preview_dependencies | 14 - config/settings/base.py | 6 + poetry.lock | 5764 ++++++++--------- pyproject.toml | 6 +- search/__init__.py | 0 search/pipeline.py | 6 - search/poetry.lock | 2185 ------- search/pyproject.toml | 18 - spacy_setup.sh | 4 - 27 files changed, 2761 insertions(+), 5569 deletions(-) delete mode 100644 akarpov/common/ml/__init__.py delete mode 100644 akarpov/common/ml/text.py delete mode 100644 akarpov/files/services/lema.py delete mode 100644 akarpov/files/services/text.py delete mode 100644 compose/local/django/install_preview_dependencies delete mode 100644 search/__init__.py delete mode 100644 search/pipeline.py delete mode 100644 search/poetry.lock delete mode 100644 search/pyproject.toml delete mode 100755 spacy_setup.sh diff --git a/.env.example b/.env.example index cfc4629..3bc42bc 100644 --- a/.env.example +++ b/.env.example @@ -15,3 +15,5 @@ LAST_FM_SECRET= SPOTIFY_ID= SPOTIFY_SECRET= YANDEX_TOKEN= +PREVIEW_SERVICE_API_KEY= +PREVIEW_SERVICE_URL= diff --git a/akarpov/common/ml/__init__.py b/akarpov/common/ml/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/akarpov/common/ml/text.py b/akarpov/common/ml/text.py deleted file mode 100644 index afe1b53..0000000 --- a/akarpov/common/ml/text.py +++ /dev/null @@ -1,51 +0,0 @@ -import pycld2 as cld2 -import spacy -import torch -from transformers import AutoModel, AutoTokenizer - -# load ml classes and models on first request -# TODO: move to outer server/service -nlp = None -ru_nlp = None - -ru_model = None -ru_tokenizer = None -device = torch.device("cuda" if torch.cuda.is_available() else "cpu") - - -def get_text_embedding(text: str): - global nlp, ru_nlp, ru_model, ru_tokenizer - - is_reliable, text_bytes_found, details = cld2.detect(text) - if is_reliable: - lang = details[0] - if lang[1] in ["ru", "en"]: - lang = lang[1] - else: - return None - else: - return None - - if lang == "ru": - if not ru_nlp: - ru_nlp = spacy.load("ru_core_news_md", disable=["parser", "ner"]) - lema = " ".join([token.lemma_ for token in ru_nlp(text)]) - if not ru_model: - ru_model = AutoModel.from_pretrained("DeepPavlov/rubert-base-cased") - if not ru_tokenizer: - ru_tokenizer = AutoTokenizer.from_pretrained("DeepPavlov/rubert-base-cased") - encodings = ru_tokenizer( - lema, # the texts to be tokenized - padding=True, # pad the texts to the maximum length (so that all outputs have the same length) - return_tensors="pt", # return the tensors (not lists) - ) - with torch.no_grad(): - # get the model embeddings - embeds = ru_model(**encodings) - embeds = embeds[0] - elif lang == "en": - embeds = None - else: - embeds = None - - return embeds diff --git a/akarpov/files/previews/application/doc.py b/akarpov/files/previews/application/doc.py index 40bdf8f..d641805 100644 --- a/akarpov/files/previews/application/doc.py +++ b/akarpov/files/previews/application/doc.py @@ -1,16 +1,10 @@ -import textract - from akarpov.files.models import File def view(file: File): static = "" content = "" - text = ( - textract.process(file.file.path, extension="doc", output_encoding="utf8") - .decode("utf8") - .replace("\t", " ") - ) + text = file.content.replace("\t", " ") for line in text.split("\n"): content += f"

{line}

" return static, content diff --git a/akarpov/files/previews/application/docx.py b/akarpov/files/previews/application/docx.py index ea891a2..d641805 100644 --- a/akarpov/files/previews/application/docx.py +++ b/akarpov/files/previews/application/docx.py @@ -1,16 +1,10 @@ -import textract - from akarpov.files.models import File def view(file: File): static = "" content = "" - text = ( - textract.process(file.file.path, extension="docx", output_encoding="utf8") - .decode("utf8") - .replace("\t", " ") - ) + text = file.content.replace("\t", " ") for line in text.split("\n"): content += f"

{line}

" return static, content diff --git a/akarpov/files/previews/application/odt.py b/akarpov/files/previews/application/odt.py index 92932a7..d641805 100644 --- a/akarpov/files/previews/application/odt.py +++ b/akarpov/files/previews/application/odt.py @@ -1,16 +1,10 @@ -import textract - from akarpov.files.models import File def view(file: File): static = "" content = "" - text = ( - textract.process(file.file.path, extension="odt", output_encoding="utf8") - .decode("utf8") - .replace("\t", " ") - ) + text = file.content.replace("\t", " ") for line in text.split("\n"): content += f"

{line}

" return static, content diff --git a/akarpov/files/previews/audio/oga.py b/akarpov/files/previews/audio/oga.py index 36ce087..a547407 100644 --- a/akarpov/files/previews/audio/oga.py +++ b/akarpov/files/previews/audio/oga.py @@ -1,5 +1,3 @@ -import textract - from akarpov.files.models import File @@ -7,11 +5,7 @@ def view(file: File) -> (str, str): static = f""" """ - text = ( - textract.process(file.file.path, extension="ogg", output_encoding="utf8") - .decode("utf8") - .replace("\t", " ") - ) + text = file.content.replace("\t", " ") content = ( """
diff --git a/akarpov/files/services/lema.py b/akarpov/files/services/lema.py deleted file mode 100644 index 388d91f..0000000 --- a/akarpov/files/services/lema.py +++ /dev/null @@ -1,42 +0,0 @@ -from nltk.corpus import stopwords -from nltk.stem import WordNetLemmatizer -from nltk.tokenize import word_tokenize -from pymorphy3 import MorphAnalyzer - -# Set up stop words -english_stopwords = set(stopwords.words("english")) -russian_stopwords = set(stopwords.words("russian")) - -# Set up lemmatizers -english_lemmatizer = None -russian_lemmatizer = None - - -def lemmatize_and_remove_stopwords(text, language="english"): - # Tokenize the text - global english_lemmatizer, russian_lemmatizer - tokens = word_tokenize(text) - - # Lemmatize each token based on the specified language - lemmatized_tokens = [] - for token in tokens: - if language == "russian": - if not russian_lemmatizer: - russian_lemmatizer = MorphAnalyzer() - lemmatized_token = russian_lemmatizer.parse(token)[0].normal_form - else: # Default to English - if not english_lemmatizer: - english_lemmatizer = WordNetLemmatizer() - lemmatized_token = english_lemmatizer.lemmatize(token) - lemmatized_tokens.append(lemmatized_token) - - # Remove stop words - filtered_tokens = [ - token - for token in lemmatized_tokens - if token not in english_stopwords and token not in russian_stopwords - ] - - # Reconstruct the text - filtered_text = " ".join(filtered_tokens) - return filtered_text diff --git a/akarpov/files/services/preview.py b/akarpov/files/services/preview.py index fd83a52..ae68936 100644 --- a/akarpov/files/services/preview.py +++ b/akarpov/files/services/preview.py @@ -1,8 +1,4 @@ -from math import ceil - import magic -from PIL import Image, ImageDraw, ImageFont -from preview_generator.manager import PreviewManager from akarpov.files.models import File @@ -19,90 +15,11 @@ manager = None -def textfile_to_image(textfile_path) -> Image: - """Convert text file to a grayscale image. - - arguments: - textfile_path - the content of this file will be converted to an image - font_path - path to a font file (for example impact.ttf) - """ - # parse the file into lines stripped of whitespace on the right side - with open(textfile_path) as f: - lines = tuple(line.rstrip() for line in f.readlines()) - - font: ImageFont = None - large_font = 20 # get better resolution with larger size - for font_filename in COMMON_MONO_FONT_FILENAMES: - try: - font = ImageFont.truetype(font_filename, size=large_font) - print(f'Using font "{font_filename}".') - break - except OSError: - print(f'Could not load font "{font_filename}".') - if font is None: - font = ImageFont.load_default() - print("Using default font.") - - def _font_points_to_pixels(pt): - return round(pt * 96.0 / 72) - - margin_pixels = 20 - - # height of the background image - tallest_line = max(lines, key=lambda line: font.getsize(line)[PIL_HEIGHT_INDEX]) - max_line_height = _font_points_to_pixels( - font.getsize(tallest_line)[PIL_HEIGHT_INDEX] - ) - realistic_line_height = max_line_height * 0.8 - image_height = int(ceil(realistic_line_height * len(lines) + 2 * margin_pixels)) - - widest_line = max(lines, key=lambda s: font.getsize(s)[PIL_WIDTH_INDEX]) - max_line_width = _font_points_to_pixels(font.getsize(widest_line)[PIL_WIDTH_INDEX]) - image_width = int(ceil(max_line_width + (2 * margin_pixels))) - - # draw the background - background_color = 255 # white - image = Image.new( - PIL_GRAYSCALE, (image_width, image_height), color=background_color - ) - draw = ImageDraw.Draw(image) - - font_color = 0 - horizontal_position = margin_pixels - for i, line in enumerate(lines): - vertical_position = int(round(margin_pixels + (i * realistic_line_height))) - draw.text( - (horizontal_position, vertical_position), line, fill=font_color, font=font - ) - - return image - - -def create_preview(file_path: str) -> str: - global manager - # TODO: add text image generation/code image - if not manager: - manager = PreviewManager(cache_path, create_folder=True) - if manager.has_jpeg_preview(file_path): - return manager.get_jpeg_preview(file_path, height=500) - return "" - - def get_file_mimetype(file_path: str) -> str: mime = magic.Magic(mime=True) return mime.from_file(file_path) -def get_description(file_path: str) -> str: - global manager - if not manager: - manager = PreviewManager(cache_path, create_folder=True) - - if manager.has_text_preview(file_path): - return manager.get_text_preview(file_path) - return "" - - def get_base_meta(file: File): preview = file.preview.url if file.preview else "" description = file.description if file.description else "" diff --git a/akarpov/files/services/search.py b/akarpov/files/services/search.py index f3a8ae3..5294859 100644 --- a/akarpov/files/services/search.py +++ b/akarpov/files/services/search.py @@ -11,12 +11,6 @@ from akarpov.files.models import File from ..documents import FileDocument -from .lema import lemmatize_and_remove_stopwords - -""" -Calculus on types of searches: -https://new.akarpov.ru/files/FZUTFBIyfbdlDHVzxUNU -""" class BaseSearch: @@ -140,23 +134,20 @@ class SimilaritySearch(BaseSearch): def search(self, query: str) -> QuerySet[File]: if self.queryset is None: raise ValueError("Queryset cannot be None for similarity search") - - language = "russian" if re.search("[а-яА-Я]", query) else "english" - filtered_query = lemmatize_and_remove_stopwords(query, language=language) queryset = ( self.queryset.annotate( name_similarity=Coalesce( - TrigramSimilarity(UnaccentLower("name"), filtered_query), + TrigramSimilarity(UnaccentLower("name"), query), Value(0), output_field=FloatField(), ), description_similarity=Coalesce( - TrigramSimilarity(UnaccentLower("description"), filtered_query), + TrigramSimilarity(UnaccentLower("description"), query), Value(0), output_field=FloatField(), ), content_similarity=Coalesce( - TrigramSimilarity(UnaccentLower("content"), filtered_query), + TrigramSimilarity(UnaccentLower("content"), query), Value(0), output_field=FloatField(), ), diff --git a/akarpov/files/services/text.py b/akarpov/files/services/text.py deleted file mode 100644 index e9a97cc..0000000 --- a/akarpov/files/services/text.py +++ /dev/null @@ -1,18 +0,0 @@ -import chardet -import textract -from textract.exceptions import ExtensionNotSupported - - -def extract_file_text(file: str) -> str: - try: - text = textract.process(file) - except ExtensionNotSupported: - try: - rawdata = open(file, "rb").read() - enc = chardet.detect(rawdata) - with open(file, encoding=enc["encoding"]) as f: - text = f.read() - except Exception: - return "" - - return text diff --git a/akarpov/files/tasks.py b/akarpov/files/tasks.py index 1d2c65c..0ee0cae 100644 --- a/akarpov/files/tasks.py +++ b/akarpov/files/tasks.py @@ -1,40 +1,69 @@ -import os +import base64 import time +from urllib.parse import urljoin +import requests import structlog from celery import shared_task +from django.conf import settings from django.core import management -from django.core.files import File +from django.core.files.base import ContentFile from akarpov.files.models import File as FileModel -from akarpov.files.services.preview import create_preview, get_file_mimetype -from akarpov.files.services.text import extract_file_text logger = structlog.get_logger(__name__) +def sanitize_content(content): + """Remove NUL (0x00) characters from the content.""" + if isinstance(content, str): + return content.replace("\x00", "") + elif isinstance(content, bytes): + return content.replace(b"\x00", b"") + return content + + @shared_task() def process_file(pk: int): - pth = None file = FileModel.objects.get(pk=pk) if not file.name: file.name = file.file.name.split("/")[-1] + try: - pth = create_preview(file.file.path) - if pth: - with open(pth, "rb") as f: - file.preview.save( - pth.split("/")[-1], - File(f), - save=False, - ) + api_url = urljoin(settings.PREVIEW_SERVICE_URL, "/process_file/") + + files = {"file": (file.name, file.file.open("rb"))} + headers = { + "X-API-Key": settings.PREVIEW_SERVICE_API_KEY, + "Accept": "application/json", + } + + response = requests.post(api_url, files=files, headers=headers) + + if response.status_code != 200: + logger.error(f"Failed to process file {pk}: {response.text}") + return + + result = response.json() + + file.file_type = result["file_type"] + file.content = sanitize_content(result["content"]) + + if result["preview"]: + image_data = base64.b64decode(result["preview"]) + file.preview.save( + f"{file.name}_preview.jpg", ContentFile(image_data), save=False + ) + + file.save() + + logger.info(f"File {pk} processed successfully") + except Exception as e: - logger.error(e) - file.file_type = get_file_mimetype(file.file.path) - file.content = extract_file_text(file.file.path) - file.save(update_fields=["preview", "name", "file_type", "content"]) - if pth and os.path.isfile(pth): - os.remove(pth) + logger.error(f"Error processing file {pk}: {str(e)}") + finally: + file.file.close() + return pk diff --git a/akarpov/music/api/views.py b/akarpov/music/api/views.py index 2625308..68b9227 100644 --- a/akarpov/music/api/views.py +++ b/akarpov/music/api/views.py @@ -6,6 +6,7 @@ from akarpov.common.api.permissions import IsAdminOrReadOnly, IsCreatorOrReadOnly from akarpov.music.api.serializers import ( AddSongToPlaylistSerializer, + AllSearchSerializer, AnonMusicUserSerializer, FullAlbumSerializer, FullAuthorSerializer, @@ -19,7 +20,6 @@ ListSongSlugsSerializer, PlaylistSerializer, SongSerializer, - AllSearchSerializer, ) from akarpov.music.models import ( Album, @@ -29,7 +29,7 @@ SongUserRating, UserListenHistory, ) -from akarpov.music.services.search import search_song, search_album, search_author +from akarpov.music.services.search import search_album, search_author, search_song from akarpov.music.tasks import listen_to_song from akarpov.users.models import User diff --git a/akarpov/music/documents.py b/akarpov/music/documents.py index 1a37d0a..40f6c66 100644 --- a/akarpov/music/documents.py +++ b/akarpov/music/documents.py @@ -1,7 +1,7 @@ from django_elasticsearch_dsl import Document, fields from django_elasticsearch_dsl.registries import registry -from akarpov.music.models import Song, Album, Author +from akarpov.music.models import Album, Author, Song @registry.register_document diff --git a/akarpov/music/services/search.py b/akarpov/music/services/search.py index eec744d..b79170a 100644 --- a/akarpov/music/services/search.py +++ b/akarpov/music/services/search.py @@ -3,8 +3,8 @@ from django_elasticsearch_dsl.registries import registry from elasticsearch_dsl import Q as ES_Q -from akarpov.music.documents import SongDocument, AlbumDocument, AuthorDocument -from akarpov.music.models import Song, Author, Album +from akarpov.music.documents import AlbumDocument, AuthorDocument, SongDocument +from akarpov.music.models import Album, Author, Song def search_song(query): diff --git a/akarpov/music/signals.py b/akarpov/music/signals.py index 4fe4b54..1a6d1e7 100644 --- a/akarpov/music/signals.py +++ b/akarpov/music/signals.py @@ -35,7 +35,8 @@ def album_create(sender, instance, created, **kwargs): @receiver(post_save) -def send_que_status(sender, instance, created, **kwargs): ... +def send_que_status(sender, instance, created, **kwargs): + ... @receiver(pre_save, sender=SongUserRating) diff --git a/akarpov/music/tasks.py b/akarpov/music/tasks.py index f481fb9..c5e7a38 100644 --- a/akarpov/music/tasks.py +++ b/akarpov/music/tasks.py @@ -4,7 +4,6 @@ import pylast import spotipy import structlog -import ytmusicapi from asgiref.sync import async_to_sync from celery import shared_task from channels.layers import get_channel_layer @@ -12,6 +11,7 @@ from django.utils import timezone from django.utils.timezone import now from spotipy import SpotifyClientCredentials +from ytmusicapi import YTMusic from akarpov.music.api.serializers import SongSerializer from akarpov.music.models import ( diff --git a/compose/local/django/celery/worker/start b/compose/local/django/celery/worker/start index 3dfeec2..2e06ac0 100644 --- a/compose/local/django/celery/worker/start +++ b/compose/local/django/celery/worker/start @@ -3,6 +3,4 @@ set -o errexit set -o nounset -/install_preview_dependencies - celery -A config.celery_app worker --autoscale 20 -l INFO diff --git a/compose/local/django/install_preview_dependencies b/compose/local/django/install_preview_dependencies deleted file mode 100644 index bc8d1cd..0000000 --- a/compose/local/django/install_preview_dependencies +++ /dev/null @@ -1,14 +0,0 @@ -#!/bin/bash - -apt-get update -apt-get install wget libnotify4 scribus libappindicator3-1 libayatana-indicator3-7 libdbusmenu-glib4 libdbusmenu-gtk3-4 -apt-get install -y poppler-utils libfile-mimeinfo-perl ghostscript libsecret-1-0 zlib1g-dev libjpeg-dev imagemagick libmagic1 libreoffice inkscape xvfb -apt-get install -y libxml2-dev libxslt1-dev antiword unrtf tesseract-ocr flac lame libmad0 libsox-fmt-mp3 sox swig -apt-get install -y python-dev-is-python3 libxml2-dev libxslt1-dev antiword unrtf poppler-utils tesseract-ocr \ -flac ffmpeg lame libmad0 libsox-fmt-mp3 sox libjpeg-dev swig -wget https://github.com/jgraph/drawio-desktop/releases/download/v13.0.3/draw.io-amd64-13.0.3.deb -dpkg -i draw.io-amd64-13.0.3.deb -rm draw.io-amd64-13.0.3.deb -apt-get purge -y --auto-remove -o APT:AutoRemove:RecommendsImportant=false && \ -rm -rf /var/lib/apt/lists/* -preview --check-dependencies diff --git a/config/settings/base.py b/config/settings/base.py index f83a164..58aba7d 100644 --- a/config/settings/base.py +++ b/config/settings/base.py @@ -758,3 +758,9 @@ SECURE_PROXY_SSL_HEADER = ("HTTP_X_FORWARDED_PROTO", "https") USE_X_FORWARDED_HOST = True USE_X_FORWARDED_PORT = True + + +# PREVIEW +# ------------------------------------------------------------------------------ +PREVIEW_SERVICE_URL = env("PREVIEW_SERVICE_URL", default=None) +PREVIEW_SERVICE_API_KEY = env("PREVIEW_SERVICE_API_KEY", default=None) diff --git a/poetry.lock b/poetry.lock index 8e91a42..c84b0d7 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,110 +1,137 @@ -# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. 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optional = false python-versions = ">=3.7" files = [ - {file = "django_otp-1.3.0-py3-none-any.whl", hash = "sha256:5277731bc05b6cdbf96aa84ac46018e30ed5fb248086053b0146f925de059060"}, - {file = "django_otp-1.3.0.tar.gz", hash = "sha256:8f4156a3c14ce2aaa31379385eadf388925cd50fc4b5d20a3b944f454c98ff7c"}, + {file = "django_otp-1.5.4-py3-none-any.whl", hash = "sha256:783dea669ac0eaf5cd336f73839443584ee665af427a84175cca5a9d620366db"}, + {file = "django_otp-1.5.4.tar.gz", hash = "sha256:0d9497ea4fb13fc04d50b49aa53dd1c740fe4bc5dde0ca27fb394f84e5da7bac"}, ] [package.dependencies] @@ -1803,6 +1838,7 @@ django = ">=3.2" [package.extras] qrcode = ["qrcode"] +segno = ["segno"] [[package]] name = "django-polymorphic" @@ -1927,13 +1963,13 @@ compatible-mypy = ["mypy (>=0.991,<1.0)"] [[package]] name = "django-stubs-ext" -version = "4.2.7" +version = "5.1.0" description = "Monkey-patching and extensions for django-stubs" optional = false python-versions = ">=3.8" files = [ - {file = 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