ragflow/api/utils/file_utils.py

#
#  Copyright 2024 The InfiniFlow Authors. All Rights Reserved.
#
#  Licensed under the Apache License, Version 2.0 (the "License");
#  you may not use this file except in compliance with the License.
#  You may obtain a copy of the License at
#
#      http://www.apache.org/licenses/LICENSE-2.0
#
#  Unless required by applicable law or agreed to in writing, software
#  distributed under the License is distributed on an "AS IS" BASIS,
#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
#  See the License for the specific language governing permissions and
#  limitations under the License.
#
import base64
import json
import os
import re
from io import BytesIO

import pdfplumber
from PIL import Image
from cachetools import LRUCache, cached
from ruamel.yaml import YAML

from api.db import FileType
from api.constants import IMG_BASE64_PREFIX

PROJECT_BASE = os.getenv("RAG_PROJECT_BASE") or os.getenv("RAG_DEPLOY_BASE")
RAG_BASE = os.getenv("RAG_BASE")


def get_project_base_directory(*args):
    global PROJECT_BASE
    if PROJECT_BASE is None:
        PROJECT_BASE = os.path.abspath(
            os.path.join(
                os.path.dirname(os.path.realpath(__file__)),
                os.pardir,
                os.pardir,
            )
        )

    if args:
        return os.path.join(PROJECT_BASE, *args)
    return PROJECT_BASE


def get_rag_directory(*args):
    global RAG_BASE
    if RAG_BASE is None:
        RAG_BASE = os.path.abspath(
            os.path.join(
                os.path.dirname(os.path.realpath(__file__)),
                os.pardir,
                os.pardir,
                os.pardir,
            )
        )
    if args:
        return os.path.join(RAG_BASE, *args)
    return RAG_BASE


def get_rag_python_directory(*args):
    return get_rag_directory("python", *args)


def get_home_cache_dir():
    dir = os.path.join(os.path.expanduser('~'), ".ragflow")
    try:
        os.mkdir(dir)
    except OSError:
        pass
    return dir


@cached(cache=LRUCache(maxsize=10))
def load_json_conf(conf_path):
    if os.path.isabs(conf_path):
        json_conf_path = conf_path
    else:
        json_conf_path = os.path.join(get_project_base_directory(), conf_path)
    try:
        with open(json_conf_path) as f:
            return json.load(f)
    except BaseException:
        raise EnvironmentError(
            "loading json file config from '{}' failed!".format(json_conf_path)
        )


def dump_json_conf(config_data, conf_path):
    if os.path.isabs(conf_path):
        json_conf_path = conf_path
    else:
        json_conf_path = os.path.join(get_project_base_directory(), conf_path)
    try:
        with open(json_conf_path, "w") as f:
            json.dump(config_data, f, indent=4)
    except BaseException:
        raise EnvironmentError(
            "loading json file config from '{}' failed!".format(json_conf_path)
        )


def load_json_conf_real_time(conf_path):
    if os.path.isabs(conf_path):
        json_conf_path = conf_path
    else:
        json_conf_path = os.path.join(get_project_base_directory(), conf_path)
    try:
        with open(json_conf_path) as f:
            return json.load(f)
    except BaseException:
        raise EnvironmentError(
            "loading json file config from '{}' failed!".format(json_conf_path)
        )


def load_yaml_conf(conf_path):
    if not os.path.isabs(conf_path):
        conf_path = os.path.join(get_project_base_directory(), conf_path)
    try:
        with open(conf_path) as f:
            yaml = YAML(typ='safe', pure=True)
            return yaml.load(f)
    except Exception as e:
        raise EnvironmentError(
            "loading yaml file config from {} failed:".format(conf_path), e
        )


def rewrite_yaml_conf(conf_path, config):
    if not os.path.isabs(conf_path):
        conf_path = os.path.join(get_project_base_directory(), conf_path)
    try:
        with open(conf_path, "w") as f:
            yaml = YAML(typ="safe")
            yaml.dump(config, f)
    except Exception as e:
        raise EnvironmentError(
            "rewrite yaml file config {} failed:".format(conf_path), e
        )


def rewrite_json_file(filepath, json_data):
    with open(filepath, "w", encoding='utf-8') as f:
        json.dump(json_data, f, indent=4, separators=(",", ": "))
    f.close()


def filename_type(filename):
    filename = filename.lower()
    if re.match(r".*\.pdf$", filename):
        return FileType.PDF.value

    if re.match(
             r".*\.(eml|doc|docx|ppt|pptx|yml|xml|htm|json|csv|txt|ini|xls|xlsx|wps|rtf|hlp|pages|numbers|key|md|py|js|java|c|cpp|h|php|go|ts|sh|cs|kt|html|sql)$", filename):
        return FileType.DOC.value

    if re.match(
            r".*\.(wav|flac|ape|alac|wavpack|wv|mp3|aac|ogg|vorbis|opus|mp3)$", filename):
        return FileType.AURAL.value

    if re.match(r".*\.(jpg|jpeg|png|tif|gif|pcx|tga|exif|fpx|svg|psd|cdr|pcd|dxf|ufo|eps|ai|raw|WMF|webp|avif|apng|icon|ico|mpg|mpeg|avi|rm|rmvb|mov|wmv|asf|dat|asx|wvx|mpe|mpa|mp4)$", filename):
        return FileType.VISUAL.value

    return FileType.OTHER.value

def thumbnail_img(filename, blob):
    """
    MySQL LongText max length is 65535
    """
    filename = filename.lower()
    if re.match(r".*\.pdf$", filename):
        pdf = pdfplumber.open(BytesIO(blob))
        buffered = BytesIO()
        resolution = 32
        img = None
        for _ in range(10):
            # https://github.com/jsvine/pdfplumber?tab=readme-ov-file#creating-a-pageimage-with-to_image
            pdf.pages[0].to_image(resolution=resolution).annotated.save(buffered, format="png")
            img = buffered.getvalue()
            if len(img) >= 64000 and resolution >= 2:
                resolution = resolution / 2
                buffered = BytesIO()
            else:
                break
        return img

    elif re.match(r".*\.(jpg|jpeg|png|tif|gif|icon|ico|webp)$", filename):
        image = Image.open(BytesIO(blob))
        image.thumbnail((30, 30))
        buffered = BytesIO()
        image.save(buffered, format="png")
        return buffered.getvalue()

    elif re.match(r".*\.(ppt|pptx)$", filename):
        import aspose.slides as slides
        import aspose.pydrawing as drawing
        try:
            with slides.Presentation(BytesIO(blob)) as presentation:
                buffered = BytesIO()
                scale = 0.03
                img = None
                for _ in range(10):
                    # https://reference.aspose.com/slides/python-net/aspose.slides/slide/get_thumbnail/#float-float
                    presentation.slides[0].get_thumbnail(scale, scale).save(
                        buffered, drawing.imaging.ImageFormat.png)
                    img = buffered.getvalue()
                    if len(img) >= 64000:
                        scale = scale / 2.0
                        buffered = BytesIO()
                    else:
                        break
                return img
        except Exception:
            pass
    return None


def thumbnail(filename, blob):
    img = thumbnail_img(filename, blob)
    if img is not None:
        return IMG_BASE64_PREFIX + \
            base64.b64encode(img).decode("utf-8")
    else:
        return ''


def traversal_files(base):
    for root, ds, fs in os.walk(base):
        for f in fs:
            fullname = os.path.join(root, f)
            yield fullname