Changes for page 02. Installing PyNN - Linux
Last modified by adavison on 2022/10/04 13:53
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... ... @@ -49,7 +49,7 @@ 49 49 **Slide** listing learning objectives 50 50 ))) 51 51 52 -In this tutorial, I will guide you through setting up PyNN, together with the NEST, NEURON and Brian2 simulators, in a Linux environment. Note that we have a dedicated version of this tutorial for other environments, such as Mac OS, Windows and EBRAINS Jupyter Lab. 52 +In this tutorial, I will guide you through setting up PyNN, together with the NEST, NEURON and Brian 2 simulators, in a Linux environment. Note that we have a dedicated version of this tutorial for other environments, such as Mac OS, Windows and EBRAINS Jupyter Lab. 53 53 54 54 (% class="box successmessage" %) 55 55 ((( ... ... @@ -56,7 +56,7 @@ 56 56 **Slide** listing prerequisites 57 57 ))) 58 58 59 -I shall be demonstrating the installation on a computer with Ubuntu 18.04 OS installed. The steps are likely to remain very similar for other versions of Ubuntu OS, and also not expected to vary significantly for other Linux distributions. In the latter case, you will find on the Internet about how to carry out the equivalent of the tasks demonstrated here using Ubuntu OS. Also, the tutorial will focus only on Python 3, as Python 2 has now been deprecated. It is recommended to use Python version 3.6 or higher. I would be using Python 3.9.7 in this tutorial.59 +I shall be demonstrating the installation on a computer with Ubuntu 20.04 OS installed. The steps are likely to remain very similar for other versions of Ubuntu OS, and also not expected to vary significantly for other Linux distributions. In the latter case, you will find on the Internet about how to carry out the equivalent of the tasks demonstrated here using Ubuntu OS. Also, the tutorial will focus only on Python 3, as Python 2 has now been deprecated. It is recommended to use Python version 3.6 or higher. I would be using Python 3.9.7 in this tutorial. 60 60 61 61 (% class="box infomessage" %) 62 62 ((( ... ... @@ -77,10 +77,18 @@ 77 77 78 78 Next we shall create a virtual environment within this directory. Python 3 provides intrinsic support for creating virtual environments. Since Python 3.6, the recommended method of creating a new virtual environment is as follows: 79 79 80 +(% class="box errormessage" %) 81 +((( 82 +**Note:** 83 +For older versions of Python 3, you might require to manually install `python3-venv` package before being able to run the below command. To install, run: 84 +\\sudo apt-get install python3-venv 85 +\\More recent versions of Python 3 (e.g. v3.9) already have this pre-installed. 86 +))) 87 + 80 80 (% class="box infomessage" %) 81 81 ((( 82 82 **Screencast** - terminal 83 -\\(% style="color:#000000" %)python -m venv pynn_env 91 +\\(% style="color:#000000" %)python3 -m venv pynn_env 84 84 ))) 85 85 86 86 This will create a sub-directory named 'pynn_env' within our project directory, with several files and sub-directories. Let us take a look at the 'site-packages' directory. ... ... @@ -105,7 +105,7 @@ 105 105 106 106 Now that we have our project's virtual environment setup, we are now ready to install PyNN and other simulators. In general, it is advisable to install the various simulators (especially NEURON and NEST) prior to installing PyNN, because PyNN will then auto compile NEURON's NMODL fles and NEST's extensions during installation. Alternatively, this would need to be done manually as described on the PyNN website. In this tutorial, we will adopt the easier approach and begin by installing the simulators. For the purposes of this tutorial, we shall demonstrate the installation of Brian2, NEURON and NEST simulators. 107 107 108 -We start here with the installation of Brian2. Brian2 can be installed simply using the pip command. 116 +We start here with the installation of Brian 2. Brian 2 can be installed simply using the pip command. 109 109 110 110 (% class="box infomessage" %) 111 111 ((( ... ... @@ -113,24 +113,43 @@ 113 113 \\(% style="color:#000000" %)pip install brian2 114 114 ))) 115 115 116 -This will install Brian2, along with all its dependencies such as 'cython', 'numpy', etc. We can now go back into our virtual environment's 'site-packages' directory to see how it is now populated with all these packages. 124 +This will install Brian 2, along with all its dependencies such as 'cython', 'numpy', etc. We can now go back into our virtual environment's 'site-packages' directory to see how it is now populated with all these packages. 117 117 118 -To confirm that we have properly installed Brian2 on our computer, we can test as follows: 126 +(% class="box infomessage" %) 127 +((( 128 +**Screencast** - file explorer 129 +\\(% style="color:#000000" %)<< show directory contents lib/python3.9/site-packages >> 130 +))) 119 119 132 +To confirm that we have properly installed Brian 2 on our computer, we can test as follows: 133 + 120 120 (% class="box infomessage" %) 121 121 ((( 122 122 **Screencast** - terminal 123 -\\(% style="color:#000000" %)python 137 +\\(% style="color:#000000" %)python3 124 124 \\import brian2 125 - brian2.test()139 +\\exit() 126 126 ))) 127 127 142 +If there are no error messages here, and the import is successful, then we have completed installing Brian 2. 143 + 144 + 145 +We shall now move on to install the NEST simulator. Unlike Brian 2, NEST is not a Python package and therefore its installation is a bit more involved. We shall install the NEST module along with PyNEST, which is a Python interface for controlling the NEST kernel. 146 + 147 +We first install the NEST module. Version 2.20 is currently supported by PyNN, and it is likely that other versions of NEST might have issues when used with the current version of PyNN. The installation is done by first adding the PPA repository for NEST and updating apt, followed by the installation of NEST itself. 148 + 128 128 (% class="box infomessage" %) 129 129 ((( 130 -**Screencast** - file explorer 131 -\\(% style="color:#000000" %)<< show directory contents lib/python3.9/site-packages >> 151 +**Screencast** - terminal 152 +\\(% style="color:#000000" %)sudo add-apt-repository ppa:nest-simulator/nest 153 +sudo apt-get update 154 +\\sudo apt-get install nest 132 132 ))) 133 133 157 +At this point, we have installed the NEST module, but it is still not usable via Python. To do so, we next install PyNEST. 158 + 159 + 160 + 134 134 (% class="box successmessage" %) 135 135 ((( 136 136 **Slide** recap of learning objectives