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                # -*- coding: utf-8 -*-  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    2
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                    3
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                from six import binary_type, string_types, StringIO  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    4
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                from slugify import slugify  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    5
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                    6
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                import base64  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    7
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                import csv  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    8
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                import errno  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    9
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                import json  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    10
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                import os  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                import re  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    12
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                import requests  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    13
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                import xmltodict  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    14
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                import toml  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    15
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                import yaml  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                try:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    18
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                    # python 3  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    19
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                    from urllib.parse import unquote  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    20
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                    from urllib.parse import unquote_plus  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    21
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                    from urllib.parse import urlencode  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    22
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                    from urllib.parse import parse_qs  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    23
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                except ImportError:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    24
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                    # python 2  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    25
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                    from urllib import unquote  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    26
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                    from urllib import unquote_plus  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    27
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                    from urllib import urlencode  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    28
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                    from urlparse import parse_qs  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    29
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                    30
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                    31
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                def decode(s, format, **kwargs):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    32
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                    decode_func = _get_format_decoder(format)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    33
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                    if decode_func:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    34
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                        decode_opts = kwargs.copy()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    35
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                        data = decode_func(s.strip(), **decode_opts)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    36
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                        return data  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    37
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                    else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    38
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                        raise ValueError('Invalid format: {}.'.format(format)) | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    39
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                    40
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                    41
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                def decode_base64(s, **kwargs):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    42
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                    # fix urlencoded chars  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    43
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                    s = unquote(s)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    44
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                    # fix padding  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    45
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                    m = len(s) % 4  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    46
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                    if m != 0:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    47
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                        s += '=' * (4 - m)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    48
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                    data = base64.b64decode(s)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    49
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                    subformat = kwargs.pop('subformat', None) | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    50
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                    encoding = kwargs.pop('encoding', 'utf-8' if subformat else None) | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    51
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                    if encoding:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    52
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                        data = data.decode(encoding)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    53
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                        if subformat:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    54
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                            decode_func = _get_format_decoder(subformat)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    55
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                            if decode_func:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    56
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                                data = decode_func(data, **kwargs)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    57
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                    return data  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    58
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                    59
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                    60
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                def decode_csv(s, **kwargs):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    61
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                    # kwargs.setdefault('delimiter', ',') | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    62
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                    if kwargs.pop('quote', False): | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    63
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                        kwargs.setdefault('quoting', csv.QUOTE_ALL) | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    64
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                    columns = kwargs.pop('columns', None) | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    65
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                    columns_row = kwargs.pop('columns_row', True) | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    66
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                    f = StringIO(s)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    67
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                    r = csv.reader(f, **kwargs)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    68
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                    ln = 0  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    69
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                    data = []  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    70
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                    for row in r:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    71
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                        if ln == 0 and columns_row:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    72
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                            if not columns:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    73
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                                columns = row  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    74
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                            ln += 1  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    75
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                            continue  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    76
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                        d = dict(zip(columns, row))  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    77
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                        data.append(d)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    78
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                        ln += 1  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    79
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                    return data  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    80
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                    81
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                    82
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                def decode_json(s, **kwargs):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    83
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                    data = json.loads(s, **kwargs)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    84
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                    return data  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    85
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                    86
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                    87
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                def decode_query_string(s, **kwargs):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    88
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                    flat = kwargs.pop('flat', True) | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    89
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                    qs_re = r'^(([\w\-\%\+]+\=[\w\-\%\+]*)+([\&]{1})?)+' | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    90
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                    qs_pattern = re.compile(qs_re)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    91
                 | 
                                    
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                    if qs_pattern.match(s):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    92
                 | 
                                    
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                        data = parse_qs(s)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    93
                 | 
                                    
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                        if flat:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    94
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                            data = { key:value[0] for key, value in data.items() } | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    95
                 | 
                                    
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                        return data  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    96
                 | 
                                    
                                                     | 
                
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                    else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    97
                 | 
                                    
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                        raise ValueError('Invalid query string: {}'.format(s)) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    98
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                | 
                    99
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                | 
                    100
                 | 
                                    
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                def decode_xml(s, **kwargs):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    101
                 | 
                                    
                                                     | 
                
                 | 
                    kwargs.setdefault('dict_constructor', dict) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    102
                 | 
                                    
                                                     | 
                
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                    data = xmltodict.parse(s, **kwargs)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    103
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                    return data  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    104
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                | 
                    105
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                | 
                    106
                 | 
                                    
                                                     | 
                
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                def decode_toml(s, **kwargs):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    107
                 | 
                                    
                                                     | 
                
                 | 
                    data = toml.loads(s, **kwargs)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    108
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                                                     | 
                
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                    return data  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    109
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                | 
                    110
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                | 
                    111
                 | 
                                    
                                                     | 
                
                 | 
                def decode_yaml(s, **kwargs):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    112
                 | 
                                    
                                                     | 
                
                 | 
                    kwargs.setdefault('Loader', yaml.Loader) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    113
                 | 
                                    
                                                     | 
                
                 | 
                    data = yaml.load(s, **kwargs)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    114
                 | 
                                    
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                    return data  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    115
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                | 
                    116
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    117
                 | 
                                    
                                                     | 
                
                 | 
                def encode(d, format, **kwargs):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    118
                 | 
                                    
                                                     | 
                
                 | 
                    encode_func = _get_format_encoder(format)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    119
                 | 
                                    
                                                     | 
                
                 | 
                    if encode_func:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    120
                 | 
                                    
                                                     | 
                
                 | 
                        s = encode_func(d, **kwargs)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    121
                 | 
                                    
                                                     | 
                
                 | 
                        return s  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    122
                 | 
                                    
                                                     | 
                
                 | 
                    else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    123
                 | 
                                    
                                                     | 
                
                 | 
                        raise ValueError('Invalid format: {}.'.format(format)) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    124
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                | 
                    125
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    126
                 | 
                                    
                                                     | 
                
                 | 
                def encode_base64(d, **kwargs):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    127
                 | 
                                    
                                                     | 
                
                 | 
                    data = d  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    128
                 | 
                                    
                                                     | 
                
                 | 
                    subformat = kwargs.pop('subformat', None) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    129
                 | 
                                    
                                                     | 
                
                 | 
                    encoding = kwargs.pop('encoding', 'utf-8' if subformat else None) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    130
                 | 
                                    
                                                     | 
                
                 | 
                    if not isinstance(data, string_types) and subformat:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    131
                 | 
                                    
                                                     | 
                
                 | 
                        encode_func = _get_format_encoder(subformat)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    132
                 | 
                                    
                                                     | 
                
                 | 
                        if encode_func:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    133
                 | 
                                    
                                                     | 
                
                 | 
                            data = encode_func(data, **kwargs)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    134
                 | 
                                    
                                                     | 
                
                 | 
                    if isinstance(data, string_types) and encoding:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    135
                 | 
                                    
                                                     | 
                
                 | 
                        data = data.encode(encoding)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    136
                 | 
                                    
                                                     | 
                
                 | 
                    data = base64.b64encode(data)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    137
                 | 
                                    
                                                     | 
                
                 | 
                    if isinstance(data, binary_type) and encoding:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    138
                 | 
                                    
                                                     | 
                
                 | 
                        data = data.decode(encoding)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    139
                 | 
                                    
                                                     | 
                
                 | 
                    return data  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    140
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    141
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    142
                 | 
                                    
                                                     | 
                
                 | 
                def encode_csv(l, **kwargs):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    143
                 | 
                                    
                                                     | 
                
                 | 
                    # kwargs.setdefault('delimiter', ',') | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    144
                 | 
                                    
                                                     | 
                
                 | 
                    if kwargs.pop('quote', False): | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    145
                 | 
                                    
                                                     | 
                
                 | 
                        kwargs.setdefault('quoting', csv.QUOTE_ALL) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    146
                 | 
                                    
                                                     | 
                
                 | 
                    kwargs.setdefault('lineterminator', '\n') | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    147
                 | 
                                    
                                                     | 
                
                 | 
                    columns = kwargs.pop('columns', None) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    148
                 | 
                                    
                                                     | 
                
                 | 
                    columns_row = kwargs.pop('columns_row', True) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    149
                 | 
                                    
                                                     | 
                
                 | 
                    if not columns and len(l) and isinstance(l[0], dict):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    150
                 | 
                                    
                                                     | 
                
                 | 
                        keys = [str(key) for key in l[0].keys()]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    151
                 | 
                                    
                                                     | 
                
                 | 
                        columns = list(sorted(keys))  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    152
                 | 
                                    
                                                     | 
                
                 | 
                    f = StringIO()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    153
                 | 
                                    
                                                     | 
                
                 | 
                    w = csv.writer(f, **kwargs)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    154
                 | 
                                    
                                                     | 
                
                 | 
                    if columns_row and columns:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    155
                 | 
                                    
                                                     | 
                
                 | 
                        w.writerow(columns)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    156
                 | 
                                    
                                                     | 
                
                 | 
                    for item in l:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    157
                 | 
                                    
                                                     | 
                
                 | 
                        if isinstance(item, dict):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    158
                 | 
                                    
                                                     | 
                
                 | 
                            row = [item.get(key, '') for key in columns]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    159
                 | 
                                    
                                                     | 
                
                 | 
                        elif isinstance(item, (list, tuple, set, )):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    160
                 | 
                                    
                                                     | 
                
                 | 
                            row = item  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    161
                 | 
                                    
                                                     | 
                
                 | 
                        else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    162
                 | 
                                    
                                                     | 
                
                 | 
                            row = [item]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    163
                 | 
                                    
                                                     | 
                
                 | 
                        w.writerow(row)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    164
                 | 
                                    
                                                     | 
                
                 | 
                    data = f.getvalue()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    165
                 | 
                                    
                                                     | 
                
                 | 
                    return data  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    166
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    167
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    168
                 | 
                                    
                                                     | 
                
                 | 
                def encode_json(d, **kwargs):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    169
                 | 
                                    
                                                     | 
                
                 | 
                    data = json.dumps(d, **kwargs)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    170
                 | 
                                    
                                                     | 
                
                 | 
                    return data  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    171
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    172
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    173
                 | 
                                    
                                                     | 
                
                 | 
                def encode_query_string(d, **kwargs):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    174
                 | 
                                    
                                                     | 
                
                 | 
                    data = urlencode(d, **kwargs)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    175
                 | 
                                    
                                                     | 
                
                 | 
                    return data  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    176
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    177
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    178
                 | 
                                    
                                                     | 
                
                 | 
                def encode_toml(d, **kwargs):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    179
                 | 
                                    
                                                     | 
                
                 | 
                    data = toml.dumps(d, **kwargs)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    180
                 | 
                                    
                                                     | 
                
                 | 
                    return data  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    181
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    182
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    183
                 | 
                                    
                                                     | 
                
                 | 
                def encode_xml(d, **kwargs):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    184
                 | 
                                    
                                                     | 
                
                 | 
                    data = xmltodict.unparse(d, **kwargs)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    185
                 | 
                                    
                                                     | 
                
                 | 
                    return data  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    186
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    187
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    188
                 | 
                                    
                                                     | 
                
                 | 
                def encode_yaml(d, **kwargs):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    189
                 | 
                                    
                                                     | 
                
                 | 
                    data = yaml.dump(d, **kwargs)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    190
                 | 
                                    
                                                     | 
                
                 | 
                    return data  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    191
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    192
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    193
                 | 
                                    
                                                     | 
                
                 | 
                def read_content(s):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    194
                 | 
                                    
                                                     | 
                
                 | 
                    # s -> filepath or url or data  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    195
                 | 
                                    
                                                     | 
                
                 | 
                    num_lines = len(s.splitlines())  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    196
                 | 
                                    
                                                     | 
                
                 | 
                    if num_lines > 1:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    197
                 | 
                                    
                                                     | 
                
                 | 
                        # data  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    198
                 | 
                                    
                                                     | 
                
                 | 
                        return s  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    199
                 | 
                                    
                                                     | 
                
                 | 
                    if any([s.startswith(protocol) for protocol in ['http://', 'https://']]):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    200
                 | 
                                    
                                                     | 
                
                 | 
                        # url  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    201
                 | 
                                    
                                                     | 
                
                 | 
                        return read_url(s)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    202
                 | 
                                    
                                                     | 
                
                 | 
                    elif any([s.endswith(extension) for extension in _get_formats_extensions()]):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    203
                 | 
                                    
                                                     | 
                
                 | 
                        # filepath  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    204
                 | 
                                    
                                                     | 
                
                 | 
                        if os.path.isfile(s):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    205
                 | 
                                    
                                                     | 
                
                 | 
                            return read_file(s)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    206
                 | 
                                    
                                                     | 
                
                 | 
                        else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    207
                 | 
                                    
                                                     | 
                
                 | 
                            return None  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    208
                 | 
                                    
                                                     | 
                
                 | 
                    else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    209
                 | 
                                    
                                                     | 
                
                 | 
                        # data  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    210
                 | 
                                    
                                                     | 
                
                 | 
                        return s  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    211
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    212
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    213
                 | 
                                    
                                                     | 
                
                 | 
                def read_file(filepath):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    214
                 | 
                                    
                                                     | 
                
                 | 
                    handler = open(filepath, 'r')  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    215
                 | 
                                    
                                                     | 
                
                 | 
                    content = handler.read()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    216
                 | 
                                    
                                                     | 
                
                 | 
                    handler.close()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    217
                 | 
                                    
                                                     | 
                
                 | 
                    return content  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    218
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    219
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    220
                 | 
                                    
                                                     | 
                
                 | 
                def read_url(url, *args, **kwargs):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    221
                 | 
                                    
                                                     | 
                
                 | 
                    response = requests.get(url, *args, **kwargs)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    222
                 | 
                                    
                                                     | 
                
                 | 
                    if response.status_code == requests.codes.ok:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    223
                 | 
                                    
                                                     | 
                
                 | 
                        content = response.text  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    224
                 | 
                                    
                                                     | 
                
                 | 
                        return content  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    225
                 | 
                                    
                                                     | 
                
                 | 
                    else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    226
                 | 
                                    
                                                     | 
                
                 | 
                        raise ValueError(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    227
                 | 
                                    
                                                     | 
                
                 | 
                            'Invalid url response status code: {}.'.format( | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    228
                 | 
                                    
                                                     | 
                
                 | 
                                response.status_code))  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    229
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    230
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    231
                 | 
                                    
                                                     | 
                
                 | 
                def write_file(filepath, content):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    232
                 | 
                                    
                                                     | 
                
                 | 
                    # https://stackoverflow.com/questions/12517451/automatically-creating-directories-with-file-output  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    233
                 | 
                                    
                                                     | 
                
                 | 
                    filedir = os.path.dirname(filepath)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    234
                 | 
                                    
                                                     | 
                
                 | 
                    if not os.path.exists(filedir):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    235
                 | 
                                    
                                                     | 
                
                 | 
                        try:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    236
                 | 
                                    
                                                     | 
                
                 | 
                            os.makedirs(filedir)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    237
                 | 
                                    
                                                     | 
                
                 | 
                        except OSError as e:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    238
                 | 
                                    
                                                     | 
                
                 | 
                            # Guard against race condition  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    239
                 | 
                                    
                                                     | 
                
                 | 
                            if e.errno != errno.EEXIST:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    240
                 | 
                                    
                                                     | 
                
                 | 
                                raise e  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    241
                 | 
                                    
                                                     | 
                
                 | 
                    handler = open(filepath, 'w+')  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    242
                 | 
                                    
                                                     | 
                
                 | 
                    handler.write(content)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    243
                 | 
                                    
                                                     | 
                
                 | 
                    handler.close()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    244
                 | 
                                    
                                                     | 
                
                 | 
                    return True  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    245
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    246
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    247
                 | 
                                    
                                                     | 
                
                 | 
                _formats = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    248
                 | 
                                    
                                                     | 
                
                 | 
                    'b64': { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    249
                 | 
                                    
                                                     | 
                
                 | 
                        'decoder': decode_base64,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    250
                 | 
                                    
                                                     | 
                
                 | 
                        'encoder': encode_base64,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    251
                 | 
                                    
                                                     | 
                
                 | 
                    },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    252
                 | 
                                    
                                                     | 
                
                 | 
                    'base64': { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    253
                 | 
                                    
                                                     | 
                
                 | 
                        'decoder': decode_base64,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    254
                 | 
                                    
                                                     | 
                
                 | 
                        'encoder': encode_base64,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    255
                 | 
                                    
                                                     | 
                
                 | 
                    },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    256
                 | 
                                    
                                                     | 
                
                 | 
                    'csv': { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    257
                 | 
                                    
                                                     | 
                
                 | 
                        'decoder': decode_csv,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    258
                 | 
                                    
                                                     | 
                
                 | 
                        'encoder': encode_csv,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    259
                 | 
                                    
                                                     | 
                
                 | 
                    },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    260
                 | 
                                    
                                                     | 
                
                 | 
                    'json': { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    261
                 | 
                                    
                                                     | 
                
                 | 
                        'decoder': decode_json,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    262
                 | 
                                    
                                                     | 
                
                 | 
                        'encoder': encode_json,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    263
                 | 
                                    
                                                     | 
                
                 | 
                    },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    264
                 | 
                                    
                                                     | 
                
                 | 
                    'qs': { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    265
                 | 
                                    
                                                     | 
                
                 | 
                        'decoder': decode_query_string,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    266
                 | 
                                    
                                                     | 
                
                 | 
                        'encoder': encode_query_string,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    267
                 | 
                                    
                                                     | 
                
                 | 
                    },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    268
                 | 
                                    
                                                     | 
                
                 | 
                    'query_string': { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    269
                 | 
                                    
                                                     | 
                
                 | 
                        'decoder': decode_query_string,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    270
                 | 
                                    
                                                     | 
                
                 | 
                        'encoder': encode_query_string,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    271
                 | 
                                    
                                                     | 
                
                 | 
                    },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    272
                 | 
                                    
                                                     | 
                
                 | 
                    'toml': { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    273
                 | 
                                    
                                                     | 
                
                 | 
                        'decoder': decode_toml,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    274
                 | 
                                    
                                                     | 
                
                 | 
                        'encoder': encode_toml,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    275
                 | 
                                    
                                                     | 
                
                 | 
                    },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    276
                 | 
                                    
                                                     | 
                
                 | 
                    'yaml': { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    277
                 | 
                                    
                                                     | 
                
                 | 
                        'decoder': decode_yaml,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    278
                 | 
                                    
                                                     | 
                
                 | 
                        'encoder': encode_yaml,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    279
                 | 
                                    
                                                     | 
                
                 | 
                    },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    280
                 | 
                                    
                                                     | 
                
                 | 
                    'yml': { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    281
                 | 
                                    
                                                     | 
                
                 | 
                        'decoder': decode_yaml,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    282
                 | 
                                    
                                                     | 
                
                 | 
                        'encoder': encode_yaml,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    283
                 | 
                                    
                                                     | 
                
                 | 
                    },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    284
                 | 
                                    
                                                     | 
                
                 | 
                    'xml': { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    285
                 | 
                                    
                                                     | 
                
                 | 
                        'decoder': decode_xml,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    286
                 | 
                                    
                                                     | 
                
                 | 
                        'encoder': encode_xml,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    287
                 | 
                                    
                                                     | 
                
                 | 
                    },  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    288
                 | 
                                    
                                                     | 
                
                 | 
                }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    289
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    290
                 | 
                                    
                                                     | 
                
                 | 
                _formats_extensions = [  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    291
                 | 
                                    
                                                     | 
                
                 | 
                    '.{}'.format(extension) for extension in _formats.keys()] | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    292
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    293
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    294
                 | 
                                    
                                                     | 
                
                 | 
                def _get_format(format):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    295
                 | 
                                    
                                                     | 
                
                 | 
                    return _formats.get(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    296
                 | 
                                    
                                                     | 
                
                 | 
                        slugify(format, separator='_'), {}) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    297
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    298
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    299
                 | 
                                    
                                                     | 
                
                 | 
                def _get_format_decoder(format):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    300
                 | 
                                    
                                                     | 
                
                 | 
                    return _get_format(format).get('decoder', None) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    301
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    302
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    303
                 | 
                                    
                                                     | 
                
                 | 
                def _get_format_encoder(format):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    304
                 | 
                                    
                                                     | 
                
                 | 
                    return _get_format(format).get('encoder', None) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    305
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
                | 
                    306
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    307
                 | 
                                    
                                                     | 
                
                 | 
                def _get_formats_extensions():  | 
            
            
                                                        
            
                                    
            
            
                | 
                    308
                 | 
                                    
                                                     | 
                
                 | 
                    return _formats_extensions  | 
            
            
                                                        
            
                                    
            
            
                | 
                    309
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                        
            
                                    
            
            
                | 
                    310
                 | 
                                    
                                                     | 
                
                 | 
                 |