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import json
import multiprocessing
import sys
import time
import typing as t
import typing_extensions as te
from pathlib import Path

import numpy as np
import pandas as pd

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import re

# Invalid chars was taken from Antares Simulator (C++).
_sub_invalid_chars = re.compile(r"[^a-zA-Z0-9_(),& -]+").sub


def transform_name_to_id(name: str, lower: bool = True) -> str:
    """
    Transform a name into an identifier by replacing consecutive
    invalid characters by a single white space, and then whitespaces

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from enum import Enum
from typing import Optional

import pydantic.main
from pydantic import Field, BaseModel


class AllOptionalMetaclass(pydantic.main.ModelMetaclass):
    ....

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from typing import Any, Dict, Optional, Tuple, Type

import pydantic.main


class AllOptionalMetaclass(pydantic.main.ModelMetaclass):
    """
    Metaclass that makes all fields of a Pydantic model optional.

    This metaclass modifies the class's annotations to make all fields

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from enum import Enum

from pydantic import Field

from antarest.study.business.utils import FormFieldsBaseModel


class SizeEnum(str, Enum):
    SMALL = "Small"
    MEDIUM = "Medium"

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import ast
import os
from typing import Set

STD_LIB = {
    # fmt :off
    '__future__', '__main__', '_abc', '_ast', '_asyncio', '_bisect', '_blake2', '_bootlocale', '_bz2', '_codecs',
    '_codecs_cn', '_codecs_hk', '_codecs_iso2022', '_codecs_jp', '_codecs_kr', '_codecs_tw', '_collections',
    '_collections_abc', '_compat_pickle', '_compression', '_contextvars', '_crypt', '_csv', '_ctypes',
    '_ctypes_test', '_curses', '_curses_panel', '_datetime', '_dbm', '_decimal', '_dummy_thread', '_elementtree',

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# coding: utf-8
import re

_match_hex8 = re.compile(
    r"^#(?P<r>[0-9a-f]{2})(?P<g>[0-9a-f]{2})(?P<b>[0-9a-f]{2})(?P<a>[0-9a-f]{2})?$", flags=re.I
).match


def parse_hex8(text, scale=255):
    mo = _match_hex8(text)

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# BG-EN vocabulary database	compiled by dict.cc
# Date and time	2019-08-28 22:04
# License	THIS WORK IS PROTECTED BY INTERNATIONAL COPYRIGHT LAWS!
# License	Private use is allowed as long as the data, or parts of it, are not published or given away.
# License	By using this file, you agree to be bound to the Terms of Use published at the following URL:  
# License	https://www.dict.cc/translation_file_request.php
# Brought to you by	Paul Hemetsberger and the users of https://www.dict.cc/, 2002 - 2019

(а/пък) и	(and) then	conj	
(главен) готвач {м}	chef	noun	[gastr.] [jobs] 

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# DE-FR vocabulary database	compiled by dict.cc
# Date and time	2019-08-28 21:50
# License	THIS WORK IS PROTECTED BY INTERNATIONAL COPYRIGHT LAWS!
# License	Private use is allowed as long as the data, or parts of it, are not published or given away.
# License	By using this file, you agree to be bound to the Terms of Use published at the following URL:  
# License	https://www.dict.cc/translation_file_request.php
# Brought to you by	Paul Hemetsberger and the users of https://www.dict.cc/, 2002 - 2019

(absolutes) Minimum {n} [zum Leben, Rente, Lohn]	portion {f} congrue [rente, salaire]	noun	
(akute) Leberbeschwerden {f}	crise {f} de foie	noun	[med.] 

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# DE-EN vocabulary database	compiled by dict.cc
# Date and time	2019-08-28 21:44
# License	THIS WORK IS PROTECTED BY INTERNATIONAL COPYRIGHT LAWS!
# License	Private use is allowed as long as the data, or parts of it, are not published or given away.
# License	By using this file, you agree to be bound to the Terms of Use published at the following URL:  
# License	https://www.dict.cc/translation_file_request.php
# Contains data from	http://dict.tu-chemnitz.de/ with friendly permission by Frank Richter, TU Chemnitz 
# Brought to you by	Paul Hemetsberger and the users of https://www.dict.cc/, 2002 - 2019

α-Keratin {n}	α-keratin	noun	[biochem.]