Setup a code

Once you have at least one computer configured, you can configure the codes. In AiiDA, for full reproducibility of each calculation, we store each code in the database, and attach to each calculation a given code. This has the further advantage to make very easy to query for all calculations that were run with a given code (for instance because I am looking for phonon calculations, or because I discovered that a specific version had a bug and I want to rerun the calculations).

In AiiDA, we distinguish two types of codes: remote codes and local codes, where the distinction between the two is described here below.

Remote codes

With remote codes we denote codes that are installed/compiled on the remote computer. Indeed, this is very often the case for codes installed in supercomputers for high-performance computing applications, because the code is typically installed and optimized on the supercomputer.

In AiiDA, a remote code is identified by two mandatory pieces of information:

  • A computer on which the code is (that must be a previously configured computer);
  • The absolute path of the code executable on the remote computer.

Local codes

With local codes we denote codes for which the code is not already present on the remote machine, and must be copied for every submission. This is the case if you have for instance a small, machine-independent Python script that you did not copy previously in all your clusters.

In AiiDA, a local code can be set up by specifying:

  • A folder, containing all files to be copied over at every submission
  • The name of executable file among the files inside the folder specified above

Setting up a code


verdi code

command allows to manage codes in AiiDA.

To setup a new code, you execute:

verdi code setup

and you will be guided through a process to setup your code.


The code will ask you a few pieces of information. At every prompt, you can type the ? character and press <enter> to get a more detailed explanation of what is being asked.

You will be asked for:

  • label: A label to refer to this code. Note: this label is not enforced to be unique. However, if you try to keep it unique, at least within the same computer, you can use it later to refer and use to your code. Otherwise, you need to remember its ID or UUID.
  • description: A human-readable description of this code (for instance “Quantum Espresso v.5.0.2 with 5.0.3 patches, pw.x code, compiled with openmpi”)
  • default input plugin: A string that identifies the default input plugin to be used to generate new calculations to use with this code. This string has to be a valid string recognized by the CalculationFactory function. To get the list of all available Calculation plugin strings, use the verdi calculation plugins command. Note: if you do not want to specify a default input plugin, you can write the string “None”, but this is strongly discouraged, because then you will not be able to use the .get_builder method of the Code object.
  • local: either True (for local codes) or False (for remote codes). For the meaning of the distinction, see above. Depending on your choice, you will be asked for:
      • Folder with the code: The folder on your local computer in which there are the files to be stored in the AiiDA repository, and that will then be copied over to the remote computers for every submitted calculation. This must be an absolute path on your computer.
      • Relative path of the executable: The relative path of the executable file inside the folder entered in the previous step.
      • Remote computer name: The computer name as on which the code resides, as configured and stored in the AiiDA database
      • Remote absolute path: The (full) absolute path of the code executable on the remote machine

For any type of code, you will also be asked for:

  • Text to prepend to each command execution: This is a multiline string,

    whose content will be prepended inside the submission script before the real execution of the job. It is your responsibility to write proper bash code! This is intended for code-dependent code, like for instance loading the modules that are required for that specific executable to run. Example:

    module load intelmpi

    Remember to end the input by pressing <CTRL>+D.

  • Text to append to each command execution: This is a multiline string, whose content will be appended inside the submission script after the real execution of the job. It is your responsibility to write proper bash code! This is intended for code-dependent code. Remember to end the input by pressing <CTRL>+D.

At the end, you will get a confirmation command, and also the ID of the code in the database (the pk, i.e. the principal key, and the uuid).


Codes are a subclass of the Node class, and as such you can attach any set of attributes to the code. These can be extremely useful for querying: for instance, you can attach the version of the code as an attribute, or the code family (for instance: “pw.x code of Quantum Espresso”) to later query for all runs done with a pw.x code and version more recent than 5.0.0, for instance. However, in the present AiiDA version you cannot add attributes from the command line using verdi, but you have to do it using Python code.


You can change the label of a code by using the following command:

verdi code rename "ID"

(Without the quotation marks!) “ID” can either be the numeric ID (PK) of the code (preferentially), or possibly its label (or label@computername), if this string uniquely identifies a code.

You can also list all available codes (and their relative IDs) with:

verdi code list

The verdi code list accepts some flags to filter only codes on a given computer, only codes using a specific plugin, etc.; use the -h command line option to see the documentation of all possible options.

You can then get the information of a specific code with:

verdi code show "ID"

Finally, to delete a code use:

verdi code delete "ID"

(only if it wasn’t used by any calculation, otherwise an exception is raised)

And now, you are ready to launch your calculations!