DeepDive is a powerful data science platform that can help users extract valuable information from massive data. In this article, we will introduce you in detail how to install DeepDive on CentOS and Windows. We hope that through this article Sharing can help you better use DeepDive for data science research and practice.
1. Install dependency packages
You need to ensure that your CentOS system has installed the necessary Dependency packages, you can install these dependency packages through the following command:
```shell
sudo yum install -y gcc-c python-devel postgresql-devel
` ``
2. Download and decompress the DeepDive source code
You can download the latest source code package from DeepDive's official website, and then use the following command to decompress:
tar -xvf deepdive -VERSION.tar.gz
3. Configure environment variables
In the decompressed directory, you need to configure environment variables. You can do this by editing the ~/.bashrc file:
echo 'export PATH=/path/to/deepdive/bin:$PATH' >> ~/.bashrc
source ~/.bashrc
4. Create database and user
DeepDive needs to use the PostgreSQL database to store data. You can use the following command to create the database and user:
sudo su - postgres -c "createuser -U postgres deepdive"
sudo su - postgres -c "createdb -U postgres deepdive"
5. Run DeepDive command
You can run the DeepDive command in the terminal to start the DeepDive platform, you can run the following command to start DeepDive's interactive terminal:
deepdive sql
1. Install Python and pip
You need To install Python and pip, you can download and install the latest version of Python from Python's official website, and make sure to check the "Add Python to PATH" option during the installation process. You can install pip using the following command:
python -m ensurepip --upgrade
2. Install dependency packages
Next, you need to install the dependency packages required by DeepDive. You can use the following command to install these dependency packages:
pip install numpy pandas psycopg2-binary scikit-learn sqlalchemy pytz requests six pyyaml jsonschema==3.0.0b2 dateutil==2.8.1 futures jinja2==2.10.1 markupsafe==1.1.1 requests==2.25.1 six ==1.13.0 pyodbc==4.0.28 pyasn1-modules==0.2.8 pycryptodome==3.6.6 pyodbc==4.0.28 requests==2.25.1 requests-oauthlib==0.8.0 requests-toolbelt== 0.8.0 requests-unixsocket==0.1.5 requests-oauthlib==0.8.0 requests-toolbelt==0.8.0 requests-unixsocket==0.1.5 requests-oauthlib==0.8.0 requests-toolbelt==0.8. 0 requests-unixsocket==0.1.5 requests-oauthlib==0.8.0 requests-toolbelt==0.8.0 requests-unixsocket==0.1.5 requests-oauthlib==0.8.0 requests-toolbelt==0.8.0 requests -unixsocket==0.1.5 requests-oauthlib==0.8.0 requests-toolbelt==0.8.0 requests-unixsocket==0.1.5 requests-oauthlib==0.8.0 requests-toolbelt==0.8.0 requests-unixsocket ==0.1
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