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
import shutil
import subprocess
import sys
import tempfile
import threading
from io import BytesIO

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

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

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

LOCK_KEY_pdfplumber = "global_shared_lock_pdfplumber"
if LOCK_KEY_pdfplumber not in sys.modules:
    sys.modules[LOCK_KEY_pdfplumber] = threading.Lock()


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)$", 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):
        with sys.modules[LOCK_KEY_pdfplumber]:
            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
        pdf.close()
        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.pydrawing as drawing
        import aspose.slides as slides

        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


def repair_pdf_with_ghostscript(input_bytes):
    if shutil.which("gs") is None:
        return input_bytes

    with tempfile.NamedTemporaryFile(suffix=".pdf") as temp_in, tempfile.NamedTemporaryFile(suffix=".pdf") as temp_out:
        temp_in.write(input_bytes)
        temp_in.flush()

        cmd = [
            "gs",
            "-o",
            temp_out.name,
            "-sDEVICE=pdfwrite",
            "-dPDFSETTINGS=/prepress",
            temp_in.name,
        ]
        try:
            proc = subprocess.run(cmd, capture_output=True, text=True)
            if proc.returncode != 0:
                return input_bytes
        except Exception:
            return input_bytes

        temp_out.seek(0)
        repaired_bytes = temp_out.read()

    return repaired_bytes


def read_potential_broken_pdf(blob):
    def try_open(blob):
        try:
            with pdfplumber.open(BytesIO(blob)) as pdf:
                if pdf.pages:
                    return True
        except Exception:
            return False
        return False

    if try_open(blob):
        return blob

    repaired = repair_pdf_with_ghostscript(blob)
    if try_open(repaired):
        return repaired

    return blob