Installing GDAL in a Python virtual environment

pip-install-gdal.md

Installing GDAL in a Python virtual environment

Get gdal development libraries:

$ sudo apt-add-repository ppa:ubuntugis/ubuntugis-unstable
$ sudo apt-get update
$ sudo apt-get install libgdal-dev

Create and activate a virtual environment:

$ virtualenv gdalenv
$ source gdal/bin/activate

Download GDAL:

(gdalenv) $ pip install --no-install GDAL

Specify where the headers are:

(gdalenv) $ cd /path/to/gdalenv/build/GDAL
(gdalenv) $ python setup.py build_ext --include-dirs=/usr/include/gdal/

Install GDAL:

(gdalenv) $ pip install --no-download GDAL

Done.

---

Source: http://gis.stackexchange.com/questions/28966/python-gdal-package-missing-header-file-when-installing-via-pip

I am able to run with this one
pip install --global-option=build_ext --global-option="-I/usr/include/gdal" GDAL==gdal-config --version

In case the backquote is not obvious:

pip install --global-option=build_ext --global-option="-I/usr/include/gdal" GDAL==`gdal-config --version`

Thanks @basaks, I just used pip3 instead:

pip3 install GDAL==$(gdal-config --version) --global-option=build_ext --global-option="-I/usr/include/gdal"

i use python 3.8 and install gdal 3.0.4 with @rafatieppo solution (but with pip)
pip install GDAL==$(gdal-config --version) --global-option=build_ext --global-option="-I/usr/include/gdal"

PS: Before run pip, i install libgdal-dev with sudo apt install

I had to do

apt-get update
apt-get install libgdal-dev python3.8-dev -y
pip install GDAL==$(gdal-config --version) --global-option=build_ext --global-option="-I/usr/include/gdal"