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                    1
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                """Utility functions for Annif"""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    2
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                    3
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                from __future__ import annotations  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    4
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                    5
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                import glob  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    6
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                import logging  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    7
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                import os  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    8
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                import os.path  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    9
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                import tempfile  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    10
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                from shutil import rmtree  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    11
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                from typing import Any, Callable  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    12
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                    13
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                from annif import logger  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    14
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                    15
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                    16
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                class DuplicateFilter(logging.Filter):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    17
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                    """Filter out log messages that have already been displayed."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    18
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                    19
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                    def __init__(self) -> None:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    20
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                        super().__init__()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    21
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                        self.logged = set()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    22
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                    23
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                    def filter(self, record: logging.LogRecord) -> bool:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    24
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                        current_log = hash((record.module, record.levelno, record.msg, record.args))  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    25
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                        if current_log not in self.logged:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    26
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                            self.logged.add(current_log)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    27
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                            return True  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    28
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                        return False  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    29
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                    30
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                    31
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                def atomic_save(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    32
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                    obj: Any, dirname: str, filename: str, method: Callable | None = None  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    33
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                ) -> None:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    34
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                    """Save the given object (which must have a .save() method, unless the  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    35
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                    method parameter is given) into the given directory with the given  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    36
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                    filename, using a temporary file and renaming the temporary file to the  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    37
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                    final name. The .save() mehod or the function provided in the method argument  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    38
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                    will be called with the path to the temporary file."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    39
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                    40
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                    prefix, suffix = os.path.splitext(filename)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    41
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                    prefix = "tmp-" + prefix  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    42
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                    tempfd, tempfilename = tempfile.mkstemp(prefix=prefix, suffix=suffix, dir=dirname)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    43
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                    os.close(tempfd)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    44
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                    logger.debug("saving %s to temporary file %s", str(obj)[:90], tempfilename) | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    45
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                    if method is not None:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    46
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                        method(obj, tempfilename)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    47
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                    else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    48
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                        obj.save(tempfilename)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    49
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                    for fn in glob.glob(tempfilename + "*"):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    50
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                        newname = fn.replace(tempfilename, os.path.join(dirname, filename))  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    51
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                        logger.debug("renaming temporary file %s to %s", fn, newname) | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    52
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                        os.rename(fn, newname)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    53
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                        umask = os.umask(0o777)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    54
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                        os.umask(umask)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    55
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                        os.chmod(newname, 0o666 & ~umask)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    56
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                    57
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                    58
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                def atomic_save_folder(obj, dirname, method=None):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    59
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                    """Save the given object (which must have a .save() method, unless the  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    60
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                    method parameter is given) into the given directory,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    61
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                    using a temporary directory and renaming the temporary directory to the  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    62
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                    final name. The .save() method or the function provided in the method argument  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    63
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                    will be called with the path to the temporary directory."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    64
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                    65
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                    tldir = os.path.dirname(dirname.rstrip("/")) | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    66
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                    os.makedirs(dirname, exist_ok=tldir)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    67
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                    tempdir = tempfile.TemporaryDirectory(dir=tldir)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    68
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                    temp_dir_name = tempdir.name  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    69
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                    target_pth = dirname  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    70
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                    logger.debug("saving %s to temporary file %s", str(obj)[:90], temp_dir_name) | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    71
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                    if method is not None:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    72
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                        method(obj, temp_dir_name)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    73
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                    else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    74
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                        obj.save(temp_dir_name)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    75
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                    for fn in glob.glob(temp_dir_name + "*"):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    76
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                        newname = fn.replace(temp_dir_name, target_pth)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    77
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                        logger.debug("renaming temporary file %s to %s", fn, newname) | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    78
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                        if os.path.isdir(newname):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    79
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                            rmtree(newname)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    80
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                        os.replace(fn, newname)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    81
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                    82
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                    83
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                def cleanup_uri(uri: str) -> str:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    84
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                    """remove angle brackets from a URI, if any"""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    85
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                    if uri.startswith("<") and uri.endswith(">"): | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    86
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                        return uri[1:-1]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    87
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                    return uri  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    88
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                    89
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                    90
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                def parse_sources(sourcedef: str) -> list[tuple[str, float]]:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    91
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                    """parse a source definition such as 'src1:1.0,src2' into a sequence of  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    92
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                    tuples (src_id, weight)"""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    93
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                    94
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                    sources = []  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    95
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                    totalweight = 0.0  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    96
                 | 
                                    
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                    for srcdef in sourcedef.strip().split(","): | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    97
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                        srcval = srcdef.strip().split(":") | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    98
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                        src_id = srcval[0]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    99
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                        if len(srcval) > 1:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    100
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                            weight = float(srcval[1])  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    101
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                        else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    102
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                            weight = 1.0  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    103
                 | 
                                    
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                        sources.append((src_id, weight))  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    104
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                        totalweight += weight  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    105
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                    return [(srcid, weight / totalweight) for srcid, weight in sources]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    106
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                    107
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                    108
                 | 
                                    
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                def parse_args(param_string: str) -> tuple[list, dict]:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    109
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                    """Parse a string of comma separated arguments such as '42,43,key=abc' into  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    110
                 | 
                                    
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                    a list of positional args [42, 43] and a dict of keyword args {key: abc}""" | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    111
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    112
                 | 
                                    
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                    if not param_string:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    113
                 | 
                                    
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                 | 
                        return [], {} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    114
                 | 
                                    
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                    posargs = []  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    115
                 | 
                                    
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                    kwargs = {} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    116
                 | 
                                    
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                 | 
                    param_strings = param_string.split(",") | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    117
                 | 
                                    
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                    for p_string in param_strings:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    118
                 | 
                                    
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                 | 
                        parts = p_string.split("=") | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    119
                 | 
                                    
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                 | 
                        if len(parts) == 1:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    120
                 | 
                                    
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                 | 
                            posargs.append(p_string)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    121
                 | 
                                    
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                 | 
                        elif len(parts) == 2:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    122
                 | 
                                    
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                 | 
                            kwargs[parts[0]] = parts[1]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    123
                 | 
                                    
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                 | 
                    return posargs, kwargs  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    124
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                    125
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                | 
                    126
                 | 
                                    
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                def apply_param_parse_config(configs, params):  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    127
                 | 
                                    
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                 | 
                    """Applies a parsing configuration to a parameter dict."""  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    128
                 | 
                                    
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                 | 
                    return { | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    129
                 | 
                                    
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                 | 
                        param: configs[param](val)  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    130
                 | 
                                    
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                 | 
                        for param, val in params.items()  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    131
                 | 
                                    
                                                     | 
                
                 | 
                        if param in configs and val is not None  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    132
                 | 
                                    
                                                     | 
                
                 | 
                    }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    133
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    134
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    135
                 | 
                                    
                                                     | 
                
                 | 
                def boolean(val: Any) -> bool:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    136
                 | 
                                    
                                                     | 
                
                 | 
                    """Convert the given value to a boolean True/False value, if it isn't already.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    137
                 | 
                                    
                                                     | 
                
                 | 
                    True values are '1', 'yes', 'true', and 'on' (case insensitive), everything  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    138
                 | 
                                    
                                                     | 
                
                 | 
                    else is False."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    139
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    140
                 | 
                                    
                                                     | 
                
                 | 
                    return str(val).lower() in ("1", "yes", "true", "on") | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    141
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    142
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    143
                 | 
                                    
                                                     | 
                
                 | 
                def identity(x: Any) -> Any:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    144
                 | 
                                    
                                                     | 
                
                 | 
                    """Identity function: return the given argument unchanged"""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    145
                 | 
                                    
                                                     | 
                
                 | 
                    return x  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    146
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    147
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    148
                 | 
                                    
                                                     | 
                
                 | 
                def metric_code(metric):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    149
                 | 
                                    
                                                     | 
                
                 | 
                    """Convert a human-readable metric name into an alphanumeric string"""  | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
                | 
                    150
                 | 
                                    
                                                     | 
                
                 | 
                    return metric.translate(metric.maketrans(" ", "_", "()")) | 
            
            
                                                        
            
                                    
            
            
                | 
                    151
                 | 
                                    
                                                     | 
                
                 | 
                 |