quantum_package/scripts/ezfio_interface/ei_handler.py

#!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
Welcom the ei_handler.
We will create all the ezfio related stuff from a EZFIO.cfg file.

Usage:
    ei_handler.py [--path_module=<module>]
                  [--irpf90]
                  [--ezfio_config]
                  [--ocaml]
                  [--ezfio_default]
    ei_handler.py ocaml_global

By default all the option are executed.

Options:
    -h --help
    --irpf90           Create the `ezfio_interface.irpf90`
                             which contains all the providers needed
                             (aka all with the `interface: input` parameter)
                             in `${pwd}`
    --ezfio_config     Create the `${module_lower}_ezfio_interface_config` in
                             `${QP_ROOT}/EZFIO/config/`
                       This file is needed by *EZFIO* to create the `libezfio.so`
    --ocaml            Create the `Input_module.lower.ml` for the *qp_edit*
    --ezfio_default    Create the `${module_lower}_ezfio_interface_default` in
                             `${QP_ROOT}/data/ezfio_defaults` needed by
                             the ocaml
    ocaml_global       Create the qp_edit

Format specification :
    [provider_name]  | the name of the provider in irp.f90
    doc:{str}        | Is the doc
    Type:{str}       | Is a fancy_type supported by the ocaml
    ezfio_name:{str} | Will be the name of the file for the ezfio
                       (optional by default is the name of the provider)
    interface:{str}  | The provider is a imput or a output
    default:{str}    | The default value if interface == input:
    size:{str}       | the size information
                        (like 1 or =sum(ao_num) or (ao_num,3) )

Example of EZFIO.cfg:
```
[thresh_SCF]
doc: Threshold on the convergence of the Hartree Fock energy
type: Threshold
default: 1.e-10
interface: input
size: 1

[energy]
type: double precision
doc: Calculated HF energy
interface: output
```
"""
from docopt import docopt

import sys
import os
import os.path

import ConfigParser

from collections import defaultdict
from collections import namedtuple

from decorator import cache


from os import listdir
from os.path import isdir, join, exists

Type = namedtuple('Type', 'fancy ocaml fortran')


def is_bool(str_):
    """
    Take a string, if is a bool return the conversion into
        fortran and ocaml.
    """
    if "true" in str_.strip().lower():
        return Type(None, "true", ".True.")
    elif "false" in str_.strip().lower():
        return Type(None, "false", ".False")
    else:
        raise TypeError


@cache
def get_type_dict():
    """
    This function makes the correspondance between the type of value read in
    ezfio.cfg into the f90 and Ocaml Type
    return fancy_type[fancy_type] = namedtuple('Type', 'ocaml fortran')
    For example fancy_type['Ndet'].fortran = interger
                                  .ocaml   = int
    """
    # ~#~#~#~#~ #
    # P i c l e #
    # ~#~#~#~#~ #
    qpackage_root = os.environ['QP_ROOT']

    # ~#~#~#~ #
    # I n i t #
    # ~#~#~#~ #

    fancy_type = defaultdict(dict)

    # ~#~#~#~#~#~#~#~ #
    # R a w _ t y p e #
    # ~#~#~#~#~#~#~#~ #

    fancy_type['integer'] = Type(None, "int", "integer")
    fancy_type['integer*8'] = Type(None, "int", "integer*8")

    fancy_type['int'] = Type(None, "int", "integer")

    fancy_type['float'] = Type(None, "float", "double precision")
    fancy_type['double precision'] = Type(None, "float", "double precision")

    fancy_type['logical'] = Type(None, "bool", "logical")
    fancy_type['bool'] = Type(None, "bool", "logical")

    fancy_type['character*(32)'] = Type(None, "string", "character*(32)")
    fancy_type['character*(64)'] = Type(None, "string", "character*(68)")
    fancy_type['character*(256)'] = Type(None, "string", "character*(256)")

    # ~#~#~#~#~#~#~#~ #
    # q p _ t y p e s #
    # ~#~#~#~#~#~#~#~ #

    # Dict to change ocaml LowLevel type into FortranLowLevel type
    ocaml_to_fortran = {"int": "integer",
                        "float": "double precision",
                        "logical": "logical",
                        "string": "character*32"}

    # Read and parse qptype generate
    src = qpackage_root + "/ocaml/qptypes_generator.ml"
    with open(src, "r") as f:
        r = f.read()

        # Generate
        l_gen = [i for i in r.splitlines() if i.strip().startswith("*")]

        # Untouch
        b = r.find('let untouched = "')
        e = r.find(';;', b)

        l_un = [i for i in r[b:e].splitlines() if i.strip().startswith("module")]

    # ~#~#~#~#~#~#~#~#~#~#~#~#~#~#~#~#~ #
    # q p _ t y p e s _ g e n e r a t e #
    # ~#~#~#~#~#~#~#~#~#~#~#~#~#~#~#~#~ #

    # Read the fancy_type, the ocaml. and convert the ocaml to the fortran
    for i in l_gen + l_un:
        str_fancy_type = i.split()[1].strip()
        str_ocaml_type = i.split()[3]

        if str_ocaml_type != 'sig':
            str_fortran_type = ocaml_to_fortran[str_ocaml_type]
        else:
            str_fortran_type = 'character*(32)'
            str_ocaml_type = 'string'

        fancy_type[str_fancy_type] = Type(str_fancy_type,
                                          str_ocaml_type,
                                          str_fortran_type)

    # ~#~#~#~#~#~#~#~ #
    # F i n a l i z e #
    # ~#~#~#~#~#~#~#~ #
    return dict(fancy_type)


type_dict = get_type_dict()


def get_dict_config_file(module_obj):
    """
    Input:
        module_obj.path is the config file 
            (for example FULL_PATH/EZFIO.cfg)
        module_obj.lower is the MODULE name lowered
            (Ex fullci)

    Return a dict d[provider_name] = {type,
                                      doc,
                                      ezfio_name,
                                      ezfio_dir,
                                      size,
                                      interface,
                                      default}

    - Type       : Is a Type named tuple who containt
                    fortran and ocaml type
    - doc        : Is the doc
    - ezfio_name : Will be the name of the file
    - ezfio_dir  : Will be the folder who containt the ezfio_name
        * /ezfio_dir/ezfio_name
        * equal to MODULE_lower name by default.
    - interface  : The provider is a imput or a output
    - default : The default value /!\ stored in a Type named type!
                   if interface == input
    - size : Is the string read in ezfio.cgf who containt the size information
         (like 1 or =sum(ao_num))
    """
    # ~#~#~#~ #
    # I n i t #
    # ~#~#~#~ #
    d = defaultdict(dict)
    l_info_required = ["doc", "interface"]
    l_info_optional = ["ezfio_dir", "ezfio_name", "size"]

    # ~#~#~#~#~#~#~#~#~#~#~ #
    # L o a d _ C o n f i g #
    # ~#~#~#~#~#~#~#~#~#~#~ #

    config_file = ConfigParser.ConfigParser()
    config_file.readfp(open(module_obj.path))

    # ~#~#~#~#~#~#~#~#~ #
    # F i l l _ d i c t #
    # ~#~#~#~#~#~#~#~#~ #

    def error(o, p, c):
        "o option ; p provider_name ;c module_obj.path"
        print "You need a {0} for {1} in {2}".format(o, p, c)

    for section in config_file.sections():
        # pvd = provider
        pvd = section.lower()

        # Create the dictionary who containt the value per default
        d_default = {"ezfio_name": pvd,
                     "ezfio_dir": module_obj.lower,
                     "size": "1"}

        # Check if type if avalaible
        type_ = config_file.get(section, "type")
        if type_ not in type_dict:
            print "{0} not avalaible. Choose in:".format(type_)
            print ", ".join(sorted([i for i in type_dict]))
            sys.exit(1)
        else:
            d[pvd]["type"] = type_dict[type_]

        # Fill the dict with REQUIRED information
        for option in l_info_required:
            try:
                d[pvd][option] = config_file.get(section, option)
            except ConfigParser.NoOptionError:
                error(option, pvd, module_obj.path)
                sys.exit(1)

        # Fill the dict with OPTIONAL information
        for option in l_info_optional:
            try:
                d[pvd][option] = config_file.get(section, option).lower()
            except ConfigParser.NoOptionError:
                if option in d_default:
                    d[pvd][option] = d_default[option]

        # If interface is input we need a default value information
        if d[pvd]["interface"].lower() == "input":
            try:
                default_raw = config_file.get(section, "default")
            except ConfigParser.NoOptionError:
                error("default", pvd, module_obj.path)
                sys.exit(1)

            try:
                d[pvd]["default"] = is_bool(default_raw)
            except TypeError:
                d[pvd]["default"] = Type(None, default_raw, default_raw)

    return dict(d)


def create_ezfio_provider(dict_ezfio_cfg):
    import re

    """
    From dict d[provider_name] = {type,
                                  doc,
                                  ezfio_name,
                                  ezfio_dir,
                                  interface,
                                  default
                                  size}
    create the a list who containt all the code for the provider
    output = output_dict_info['ezfio_dir'
    return [code, ...]
    """

    from ezfio_generate_provider import EZFIO_Provider
    dict_code_provider = dict()

    ez_p = EZFIO_Provider()
    for provider_name, dict_info in dict_ezfio_cfg.iteritems():
        if "input" in dict_info["interface"]:
            ez_p.set_type(dict_info['type'].fortran)
            ez_p.set_name(provider_name)
            ez_p.set_doc(dict_info['doc'])
            ez_p.set_ezfio_dir(dict_info['ezfio_dir'])
            ez_p.set_ezfio_name(dict_info['ezfio_name'])
            ez_p.set_output("output_%s" % dict_info['ezfio_dir'])

            # (nuclei.nucl_num,pseudo.klocmax) => (nucl_num,klocmax)
            ez_p.set_size(re.sub(r'\w+\.', "", dict_info['size']))

            dict_code_provider[provider_name] = str(ez_p) + "\n"

    return dict_code_provider


def save_ezfio_provider(path_head, dict_code_provider):
    """
    Write in path_head/"ezfio_interface.irp.f" the value of dict_code_provider
    """

    path = "{0}/ezfio_interface.irp.f".format(path_head)

    l_output = ["! DO NOT MODIFY BY HAND",
                "! Created by $QP_ROOT/scripts/ezfio_interface.py",
                "! from file {0}/EZFIO.cfg".format(path_head),
                "\n"]

    l_output += [code for code in dict_code_provider.values()]

    output = "\n".join(l_output)

    with open(path, "w+") as f:
        f.write(output)


def create_ezfio_stuff(dict_ezfio_cfg, config_or_default="config"):
    """
    From dict_ezfio_cfg[provider_name] = {type, default, ezfio_name,ezfio_dir,doc}
    Return the string ezfio_interface_config
    """

    def size_format_to_ezfio(size_raw):
        """
        If size_raw == "=" is a formula -> do nothing; return
        Else convert the born of a multidimential array
           (12,begin:end) into (12,begin+end+1) for example
        If the value are between parenthses ->  do nothing; return
        """

        size_raw = str(size_raw)
        if size_raw.startswith('='):
            size_convert = size_raw
        else:
            size_raw = provider_info["size"].translate(None, "()")
            size_raw = size_raw.replace('.', '_')

            a_size_raw = []
            for dim in size_raw.split(","):
                try:
                    (begin, end) = map(str.strip, dim.split(":"))
                except ValueError:
                    a_size_raw.append(dim)
                else:
                    if begin[0] == '-':
                        a_size_raw.append("{0}+{1}+1".format(end, begin[1:]))
                    else:
                        a_size_raw.append("{0}-{1}+1".format(end, begin))

            size_raw = ",".join(a_size_raw)

            size_convert = "({0})".format(size_raw)
        return size_convert

    def create_format_string(size):
        """
        Take a size number and
            return the string format for being right align with this offset
        """
        return "{{0:<{0}}}".format(size).format

    # ~#~#~#~#~#~#~#~#~#~#~# #
    #  F o r m a t _ i n f o #
    # ~#~#~#~#~#~#~#~#~#~#~# #

    lenmax_name = max([len(i) for i in dict_ezfio_cfg])
    lenmax_type = max([len(i["type"].fortran)
                       for i in dict_ezfio_cfg.values()])

    str_name_format = create_format_string(lenmax_name + 2)
    str_type_format = create_format_string(lenmax_type + 2)

    # ~#~#~#~#~#~#~#~#~#~#~#~#~#~#~#~#~# #
    #  C r e a t e _ t h e _ s t r i n g #
    # ~#~#~#~#~#~#~#~#~#~#~#~#~#~#~#~#~# #

    # Checking is many ezfio_dir provided
    l_ezfio_dir = [d['ezfio_dir'] for d in dict_ezfio_cfg.values()]

    if not l_ezfio_dir.count(l_ezfio_dir[0]) == len(l_ezfio_dir):
        print >> sys.stderr, "You have many ezfio_dir. Not supported yet"
        raise TypeError
    else:
        result = [l_ezfio_dir[0]]

    for provider_name, provider_info in sorted(dict_ezfio_cfg.iteritems()):

        # Get the value from dict
        name_raw = provider_info["ezfio_name"].lower()

        fortran_type_raw = provider_info["type"].fortran

        if "size" in provider_info and not provider_info["size"] == "1":
            size_raw = provider_info["size"]
        else:
            size_raw = None

        # It is the last so we don't need to right align it
        str_size = size_format_to_ezfio(size_raw) if size_raw else ""

        # Get the string in to good format (left align and co)
        str_name = str_name_format(name_raw)
        str_fortran_type = str_type_format(fortran_type_raw)

        # Return the string
        if config_or_default == "config":
            s = "  {0} {1} {2}".format(str_name, str_fortran_type, str_size)
        elif config_or_default == "default":
            try:
                str_value = provider_info["default"].ocaml
            except KeyError:
                continue
            else:
                s = "  {0} {1}".format(str_name, str_value)
        else:
            raise KeyError
        # Append
        result.append(s)
    result.append("\n")

    return "\n".join(result)


def create_ezfio_config(dict_ezfio_cfg):
    return create_ezfio_stuff(dict_ezfio_cfg,
                              config_or_default="config")


def save_ezfio_config(module_lower, str_ezfio_config):
    """
    Write the str_ezfio_config in
    "$QP_ROOT/EZFIO/{0}.ezfio_interface_config".format(module_lower)
    """
    name = "{0}.ezfio_interface_config".format(module_lower)
    path = os.path.join(os.environ['QP_EZFIO'], "config", name)

    with open(path, "w+") as f:
        f.write(str_ezfio_config)


def create_ezfio_default(dict_ezfio_cfg):
    return create_ezfio_stuff(dict_ezfio_cfg,
                              config_or_default="default")


def save_ezfio_default(module_lower, str_ezfio_default):
    """
    Write the str_ezfio_config in
    "$QP_ROOT/data/ezfio_defaults/{0}.ezfio_interface_default".format(module_lower)
    """

    root_ezfio_default = "{0}/data/ezfio_defaults/".format(
        os.environ['QP_ROOT'])
    path = "{0}/{1}.ezfio_interface_default".format(root_ezfio_default,
                                                    module_lower)
    with open(path, "w+") as f:
        f.write(str_ezfio_default)


def create_ocaml_input(dict_ezfio_cfg, module_lower):

    # ~#~#~#~# #
    #  I n i t #
    # ~#~#~#~# #

    from ezfio_generate_ocaml import EZFIO_ocaml

    l_ezfio_name = []
    l_type = []
    l_doc = []

    for k, v in dict_ezfio_cfg.iteritems():
        if v['interface'] == "input":
            l_ezfio_name.append(v['ezfio_name'])
            l_type.append(v["type"])
            l_doc.append(v["doc"])

    if not l_ezfio_name:
        raise ValueError


    e_glob = EZFIO_ocaml(l_ezfio_name=l_ezfio_name,
                         l_type=l_type,
                         l_doc=l_doc)

    # ~#~#~#~#~#~#~#~# #
    #  C r e a t i o n #
    # ~#~#~#~#~#~#~#~# #

    template = ['(* =~=~ *)',
                '(* Init *)',
                '(* =~=~ *)',
                ""]

    template += ["open Qptypes;;",
                 "open Qputils;;",
                 "open Core.Std;;",
                 "",
                 "module {0} : sig".format(module_lower.capitalize())]

    template += [e_glob.create_type()]

    template += ["  val read  : unit -> t option",
                 "  val write : t-> unit",
                 "  val to_string : t -> string",
                 "  val to_rst : t -> Rst_string.t",
                 "  val of_rst : Rst_string.t -> t option",
                 "end = struct"]

    template += [e_glob.create_type()]

    template += ['',
                 '  let get_default = Qpackage.get_ezfio_default "{0}";;'.format(module_lower),
                 '']

    template += ['(* =~=~=~=~=~=~==~=~=~=~=~=~ *)',
                 '(* Generate Special Function *)',
                 '(* =~=~=~==~=~~=~=~=~=~=~=~=~ *)',
                 ""]

    for provider_name, d_val in sorted(dict_ezfio_cfg.iteritems()):

        if 'default' not in d_val:
            continue

        ezfio_dir = d_val["ezfio_dir"]
        ezfio_name = d_val["ezfio_name"]

        e = EZFIO_ocaml(ezfio_dir=ezfio_dir,
                        ezfio_name=ezfio_name,
                        type=d_val["type"])

        template += [e.create_read(),
                     e.create_write(),
                     ""]

    template += ['(* =~=~=~=~=~=~=~=~=~=~=~=~ *)',
                 '(* Generate Global Function *)',
                 '(* =~=~=~=~=~=~=~=~=~=~=~=~ *)',
                 ""]

    template += [e_glob.create_read_global(),
                 e_glob.create_write_global(),
                 e_glob.create_to_string(),
                 e_glob.create_to_rst()]

    template += ["  include Generic_input_of_rst;;",
                 "  let of_rst = of_rst t_of_sexp;;",
                 "",
                 "end"]

    return "\n".join(template)


def save_ocaml_input(module_lower, str_ocaml_input):
    """
    Write the str_ocaml_input in
    $QP_ROOT/ocaml/Input_{0}.ml".format(module_lower)
    """

    path = "{0}/ocaml/Input_{1}.ml".format(os.environ['QP_ROOT'],
                                           module_lower)

    with open(path, "w+") as f:
        f.write(str_ocaml_input)


def get_l_module_with_auto_generate_ocaml_lower():
    """
    Get all module who have EZFIO.cfg with input data
        (NB `search` in all the ligne and `match` only in one)
    """

    # ~#~#~#~ #
    # I n i t #
    # ~#~#~#~ #

    mypath = "{0}/src".format(os.environ['QP_ROOT'])

    # ~#~#~#~#~#~#~#~ #
    # L _ f o l d e r #
    # ~#~#~#~#~#~#~#~ #

    l_folder = [f for f in listdir(mypath) if isdir(join(mypath, f))]

    # ~#~#~#~#~#~#~#~#~#~#~#~#~#~ #
    # L _ m o d u l e _ l o w e r #
    # ~#~#~#~#~#~#~#~#~#~#~#~#~#~ #

    l_module_lower = []
    import re
    p = re.compile(ur'interface:\s+input')

    for f in l_folder:
        path = "{0}/{1}/EZFIO.cfg".format(mypath, f)
        if exists(path):
            with open(path, 'r') as file_:
                if p.search(file_.read()):
                    l_module_lower.append(f.lower())

    # ~#~#~#~#~#~ #
    # R e t u r n #
    # ~#~#~#~#~#~ #

    return l_module_lower


def create_ocaml_input_global(l_module_with_auto_generate_ocaml_lower):
    """
    Create the Input_auto_generated.ml and qp_edit.ml str
    """

    # ~#~#~#~#~#~#~#~# #
    #  C r e a t i o n #
    # ~#~#~#~#~#~#~#~# #

    from ezfio_generate_ocaml import EZFIO_ocaml

    qpackage_root = os.environ['QP_ROOT']
    path = qpackage_root + "/scripts/ezfio_interface/qp_edit_template"

    with open(path, "r") as f:
        template_raw = f.read()

    e = EZFIO_ocaml(l_module_lower=l_module_with_auto_generate_ocaml_lower)

    template = template_raw.format(keywords=e.create_qp_keywords(),
                                   keywords_to_string=e.create_qp_keywords_to_string(),
                                   section_to_rst=e.create_qp_section_to_rst(),
                                   write=e.create_qp_write(),
                                   tasks=e.create_qp_tasks())

    input_auto = e.create_input_auto_generated()

    return (template, input_auto)


def save_ocaml_input_auto(str_ocaml_input_global):
    """
    Write the str_ocaml_input in
    $QP_ROOT/ocaml/Input_auto_generated.ml
    """

    path = "{0}/ocaml/Input_auto_generated.ml".format(os.environ['QP_ROOT'])

    with open(path, "w+") as f:
        f.write(str_ocaml_input_global)


def save_ocaml_qp_edit(str_ocaml_qp_edit):
    """
    Write the str_ocaml_qp_edit in
    $QP_ROOT/ocaml/qp_edit.ml
    """

    path = "{0}/ocaml/qp_edit.ml".format(os.environ['QP_ROOT'])

    with open(path, "w+") as f:
        f.write(str_ocaml_qp_edit)


def code_generation(arguments, dict_ezfio_cfg, m):

    module_lower = m.lower
    path_dirname = m.path.replace("/EZFIO.cfg", "")

    # ~#~#~#~#~#~#~#~#~#~ #
    # W h a t _ t o _ d o #
    # ~#~#~#~#~#~#~#~#~#~ #
    if any([arguments[i] for i in ["--irpf90",
                                   "--ezfio_config",
                                   "--ocaml",
                                   "--ezfio_default"]]):
        # User changer somme argument, do what he want
        do_all = False
    else:
        # Do all the stuff
        do_all = True

    # ~#~#~#~#~#~#~ #
    # I R P . f 9 0 #
    # ~#~#~#~#~#~#~ #

    if do_all or arguments["--irpf90"]:
        l_str_code = create_ezfio_provider(dict_ezfio_cfg)
        save_ezfio_provider(path_dirname, l_str_code)

    # ~#~#~#~#~#~#~#~#~#~#~#~ #
    # e z f i o _ c o n f i g #
    # ~#~#~#~#~#~#~#~#~#~#~#~ #

    if do_all or arguments["--ezfio_config"]:
        str_ezfio_config = create_ezfio_config(dict_ezfio_cfg)
        save_ezfio_config(module_lower, str_ezfio_config)

    # ~#~#~#~#~#~#
    # O c a m l #
    # ~#~#~#~#~#~#
    if do_all or arguments["--ocaml"]:
        try:
            str_ocaml_input = create_ocaml_input(dict_ezfio_cfg, module_lower)
        except ValueError:
            pass
        else:
            save_ocaml_input(module_lower, str_ocaml_input)

    # ~#~#~#~#~#~#~#~#~#~#~#~#~ #
    # e z f i o _ d e f a u l t #
    # ~#~#~#~#~#~#~#~#~#~#~#~#~ #
    if do_all or arguments["--ezfio_default"]:
        str_ezfio_default = create_ezfio_default(dict_ezfio_cfg)
        save_ezfio_default(module_lower, str_ezfio_default)


if __name__ == "__main__":
    arguments = docopt(__doc__)
    # ___
    #  |  ._  o _|_
    # _|_ | | |  |_
    #

    if arguments["ocaml_global"]:

        # ~#~#~#~# #
        #  I n i t #
        # ~#~#~#~# #

        l_module = get_l_module_with_auto_generate_ocaml_lower()

        str_ocaml_qp_edit, str_ocaml_input_auto = create_ocaml_input_global(l_module)
        save_ocaml_input_auto(str_ocaml_input_auto)
        save_ocaml_qp_edit(str_ocaml_qp_edit)
        sys.exit(0)

    # ~#~#~#~#~#~#~#~#~#~#~#~#~#~# #
    #  G e t _ m o d u l e _ d i r #
    # ~#~#~#~#~#~#~#~#~#~#~#~#~#~# #

    if arguments["--path_module"]:
        path_dirname = os.path.abspath(arguments["--path_module"])
    else:
        path_dirname = os.getcwd()

    root_module = os.path.split(path_dirname)[1]

    l_module = [root_module]
    # ~#~#~#~#~#~#~#~#~#~#~#~#~#~#~#~#~#~#~#~# #
    #  G e t _ l _ d i c t _ e z f i o _ c f g #
    # ~#~#~#~#~#~#~#~#~#~#~#~#~#~#~#~#~#~#~#~# #

    qpackage_root_src = join(os.environ['QP_ROOT'], "src")

    l_module_with_ezfio = []

    Module = namedtuple('Module', 'path lower')

    for f in l_module:
        path = join(qpackage_root_src, f, "EZFIO.cfg")
        if exists(path):
            l_module_with_ezfio.append(Module(path, f.lower()))

    l_dict_ezfio_cfg = [(m, get_dict_config_file(m)) for m in l_module_with_ezfio]

    #  _
    # /   _   _|  _     _   _  ._   _  ._ _. _|_ o  _  ._
    # \_ (_) (_| (/_   (_| (/_ | | (/_ | (_|  |_ | (_) | |
    #                   _|

    for (m, dict_ezfio_cfg) in l_dict_ezfio_cfg:
        code_generation(arguments, dict_ezfio_cfg, m)