
MinerU
MinerU是一款将PDF转化为机器可读格式的工具(如markdown、json),可以很方便地抽取为任意格式。 MinerU诞生于书生-浦语的预训练过程中,我们将会集中精力解决科技文献中的符号转化问题,希望在大模型时代为科技发展做出贡献。 相比国内外知名商用产品MinerU还很年轻,如果遇到问题或者结果不及预期请到issue提交问题,同时附上相关PDF。
创建一键部署mineru 自动化脚本
-
以下测试是在CPU模式下进行
-
以下测试是在Ubuntu 22.04 ,以下自动化脚本支持其它系统 Centos/Redhaht/RockyLinux/AlmaLinux/OracleLinux 8,9,10,ubuntu(20,22,24),debian(11,12)
-
mineru 安装参考官网
-
magic-pdf 命令使用参考
vim /root/MinerU_install.bash
#!/bin/bash
-- coding: utf-8 --
Author: CIASM
update 2025/02/20
系统支持 Centos/Redhaht/RockyLinux/AlmaLinux/OracleLinux 8,9,10,ubuntu(20,22,24),debian(11,12)
install minerU 参考
https://mineru.readthedocs.io/zh-cn/latest/user_guide/install/install.html#id3
magic-pdf 使用参考
#https://mineru.readthedocs.io/zh-cn/latest/user_guide/quick_start/command_line.html
conda_prefix=/root/anaconda3
install_basics() {
Check if the script is being run as root
if [ "$(id -u)" != "0" ]; then
echo "This script must be run as root."
exit 1
fiif [[ -f /etc/os-release ]]; then
OS=(cat /etc/*release* | grep "^ID=" | cut -d'=' -f2- | tr -d '"') VERSION=(awk -F= '/VERSION_ID/{print 2}' /etc/os-release | tr -d '"') #VERSION=( grep -oE 'VERSION_ID="[^"]+"' /etc/os-release | cut -d'"' -f2)else
echo -e "\033[31mThis script only supports $OS $VERSION...\033[0m"
exit 1
fiCheck the mineru version
if ! [ -d "$conda_prefix" ]; then
echo -e "\033[32m Installing mineru for $OS $VERSION...\033[0m"
case $VERSION inCentOS/RedHat/oracle/RockLinux/AlmaLinux 8 install
8|8.1|8.2|8.3|8.4|8.5|8.6|8.7|8.8|8.9|8.10) echo Installing basics... yum install -y http://dl.fedoraproject.org/pub/epel/epel-release-latest-8.noarch.rpm yum install -y net-tools wget curl yum install -y mesa-libGL # install mineru install_mineru ;;
CentOS/RedHat/oracle/RockLinux/AlmaLinux 9 install
9.0|9.1|9.2|9.3|9.4|9.5|9.6|9.7|9.8|9.9|9.10) echo Installing basics... yum install -y http://dl.fedoraproject.org/pub/epel/epel-release-latest-9.noarch.rpm yum install -y net-tools wget curl yum install -y mesa-libGL # install mineru install_mineru ;;
CentOS/RedHat/oracle/RockLinux/AlmaLinux 10 install
10.0|10.1|10.2|10.2|10.3|10.4|10.5|10.6|10.7|10.8|10.9|10.10) echo Installing basics... yum install -y http://dl.fedoraproject.org/pub/epel/epel-release-latest-10.noarch.rpm yum install -y net-tools wget curl yum install -y mesa-libGL # install mineru install_mineru ;;
openEuler 20,22,23,24 Linux install
20.03|22.03|23.03|24.03) echo "add epel repo" openEuler_epel_repo echo Installing basics... yum install -y net-tools wget curl yum install -y mesa-libGL # install mineru install_mineru ;;
ubuntu 20,21,22,23,24 Linux install
20.04|21.04|22.04|23.04|24.04) echo Installing basics... apt update echo "Pop-up block" sed -i '$ a\export DEBIAN_FRONTEND=noninteractive' /etc/profile source /etc/profile echo "install libgl1-mesa-glx" apt-get update apt-get install -y libgl1-mesa-glx # install mineru install_mineru ;;
Debian 10,11.12
10|11|12) echo Installing basics... apt update echo "Pop-up block" sed -i '$ a\export DEBIAN_FRONTEND=noninteractive' /etc/profile source /etc/profile echo "install libgl1-mesa-glx" apt-get update apt-get install -y libgl1-mesa-glx # install mineru install_mineru ;; *) echo -e "\033[31m Unsupported $OS $VERSION...\033[0m" exit 1 ;;
esac
echo -e "\033[32m mineru for $OS $VERSION successfully installed...\033[0m"
else
echo -e "\033[33m mineru for $OS $VERSION already installed...\033[0m"
fi}
Obtain the system version number
VERSION_ID=$(cat /etc/os-release | grep "^VERSION_ID=" | cut -d'=' -f2 | tr -d '"')
openEuler 20.03 22.03 23.03 24.03 add epel 8,9
openEuler_epel_repo (){
if [[ VERSION_ID =~ ^2[2-4]\.03 ]]; then
repo_version=9
elif [[ $VERSION_ID == 20.03 ]]; then
repo_version=8
fiecho "openEuler add epel repo"
cat <<EOF>>/etc/yum.repos.d/epel.repo
[epel]
name=epel
baseurl=https://dl.fedoraproject.org/pub/epel/${repo_version}/Everything/x86_64/
enabled=1
gpgcheck=0
priority=1
EOF
}install mineru
install_mineru (){
echo "install anaconda"
wget -N -P /root/ -U NoSuchBrowser/1.0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/archive/Anaconda3-2024.06-1-Linux-x86_64.sh
bash /root/Anaconda3-2024.06-1-Linux-x86_64.sh -b -p /root/anaconda3
echo 'export PATH=/root/anaconda3/bin:PATH' >> ~/.bashrc echo 'export PATH=/root/anaconda3/etc/profile.d:PATH' >> ~/.bashrc
source ~/.bashrcecho "install python3.10 MinerU"
conda create -n MinerU python=3.10 -y
source /root/anaconda3/etc/profile.d/conda.sh
conda activate MinerU
pip install -U magic-pdf[full] --extra-index-url https://wheels.myhloli.com -i https://mirrors.aliyun.com/pypi/simpleecho "Download the model weight file"
pip install modelscope
wget https://gitee.com/myhloli/MinerU/raw/master/scripts/download_models.py -O download_models.py
python download_models.py#echo "Download the model weight file"
#pip install huggingface_hub
#wget https://gcore.jsdelivr.net/gh/opendatalab/MinerU@master/scripts/download_models_hf.py -O download_models_hf.py
#python download_models_hf.py
#!echo "test magic-pdf"
source /root/anaconda3/etc/profile.d/conda.sh
conda activate MinerU安装完成后进行转换使用
#magic-pdf -p '/root/test.pdf' -o '/root/output' -m auto
}main (){
install_basics
}main
执行一键部署mineru
-
大概需要70分钟左右,实际需要看自己的网络了
bash /root/MinerU_install.bash
magic-pdf 转换
-
magic-pdf 命令参考
-
Xmanager Power Suite 8.0.0005连接工具
source /root/anaconda3/etc/profile.d/conda.sh
conda activate MinerU
magic-pdf -p '/root/test.pdf' -o '/root/output' -m auto
正在转换

转换完成,实际时间根据自己的硬件情况
