コード例 #1
0
def add_arguments_extended(parser: KGTKArgumentParser,
                           parsed_shared_args: Namespace):
    """
    Parse arguments
    Args:
        parser (argparse.ArgumentParser)
    """

    _expert: bool = parsed_shared_args._expert

    # This helper function makes it easy to suppress options from
    # The help message.  The options are still there, and initialize
    # what they need to initialize.
    def h(msg: str) -> str:
        if _expert:
            return msg
        else:
            return SUPPRESS

    parser.add_argument("input_file_path",
                        help="The KGTK input file. (default=%(default)s).",
                        type=Path,
                        default="-")

    parser.add_argument("-o",
                        "--output-file",
                        dest="output_file_path",
                        help="The KGTK file to write (default=%(default)s).",
                        type=Path,
                        default="-")
    parser.add_argument("--output-format",
                        dest="output_format",
                        help=h("The file format (default=kgtk)"),
                        type=str)

    parser.add_argument(
        "--output-columns",
        dest="output_column_names",
        metavar="NEW_COLUMN_NAME",
        help="The list of new column names when renaming all columns.",
        type=str,
        nargs='+')
    parser.add_argument(
        "--old-columns",
        dest="old_column_names",
        metavar="OLD_COLUMN_NAME",
        help="The list of old column names for selective renaming.",
        type=str,
        nargs='+')
    parser.add_argument(
        "--new-columns",
        dest="new_column_names",
        metavar="NEW_COLUMN_NAME",
        help="The list of new column names for selective renaming.",
        type=str,
        nargs='+')

    KgtkReader.add_debug_arguments(parser, expert=_expert)
    KgtkReaderOptions.add_arguments(parser, mode_options=True, expert=_expert)
    KgtkValueOptions.add_arguments(parser, expert=_expert)
コード例 #2
0
ファイル: table.py プロジェクト: vishalbelsare/kgtk
def add_arguments_extended(parser: KGTKArgumentParser, parsed_shared_args: Namespace):
    """
    Parse arguments
    Args:
        parser (argparse.ArgumentParser)
    """
    from kgtk.io.kgtkreader import KgtkReader, KgtkReaderOptions, KgtkReaderMode
    from kgtk.value.kgtkvalueoptions import KgtkValueOptions

    _expert: bool = parsed_shared_args._expert

    # This helper function makes it easy to suppress options from
    # The help message.  The options are still there, and initialize
    # what they need to initialize.
    def h(msg: str)->str:
        if _expert:
            return msg
        else:
            return SUPPRESS

    parser.add_input_file(who="The KGTK file to convert to an HTML table.", positional=True)
    parser.add_output_file(who="The GitHub markdown file to write.")

    parser.add_argument(      "--output-format", dest="output_format", help=h("The file format (default=%(default)s)"), type=str, default="table")

    KgtkReader.add_debug_arguments(parser, expert=_expert)
    KgtkReaderOptions.add_arguments(parser, mode_options=True, default_mode=KgtkReaderMode.NONE, expert=_expert)
    KgtkValueOptions.add_arguments(parser, expert=_expert)
コード例 #3
0
def add_arguments_extended(parser: KGTKArgumentParser, parsed_shared_args: Namespace):
    """
    Parse arguments
    Args:
        parser (argparse.ArgumentParser)
    """

    _expert: bool = parsed_shared_args._expert

    # This helper function makes it easy to suppress options from
    # The help message.  The options are still there, and initialize
    # what they need to initialize.
    def h(msg: str)->str:
        if _expert:
            return msg
        else:
            return SUPPRESS

    parser.add_argument(      "input_file_path", help="The KGTK file to convert to a GitHub markdown table.", type=Path, nargs='?', default=Path("-"))

    parser.add_argument("-o", "--output-file", dest="output_file_path", help="The KGTK file to write (default=%(default)s).", type=Path, default="-")

    parser.add_argument(      "--output-format", dest="output_format", help=h("The file format (default=%(default)s)"), type=str, default="md")

    KgtkReader.add_debug_arguments(parser, expert=_expert)
    KgtkReaderOptions.add_arguments(parser, mode_options=True, expert=_expert)
    KgtkValueOptions.add_arguments(parser, expert=_expert)
コード例 #4
0
ファイル: nodereader.py プロジェクト: yyht/kgtk
def main():
    """
    Test the KGTK node file reader.
    """
    parser = ArgumentParser()
    parser.add_argument(dest="kgtk_file", help="The KGTK edge file to read", type=Path, nargs="?")
    KgtkReader.add_debug_arguments(parser, expert=True)
    KgtkReaderOptions.add_arguments(parser, validate_by_default=True, expert=True)
    KgtkValueOptions.add_arguments(parser, expert=True)
    args = parser.parse_args()

    error_file: typing.TextIO = sys.stdout if args.errors_to_stdout else sys.stderr

    # Build the option structures.
    reader_options: KgtkReaderOptions = KgtkReaderOptions.from_args(args, mode=KgtkReaderMode.NODE)
    value_options: KgtkValueOptions = KgtkValueOptions.from_args(args)

    if args.show_options:
        reader_options.show(out=error_file)
        value_options.show(out=error_file)
        print("=======", file=error_file, flush=True)

    nr: NodeReader = NodeReader.open_node_file(args.kgtk_file,
                                               error_file=error_file,
                                               options=reader_options,
                                               value_options=value_options,
                                               verbose=args.verbose, very_verbose=args.very_verbose)

    line_count: int = 0
    row: typing.List[str]
    for row in nr:
        line_count += 1
    print("Read %d lines" % line_count)
コード例 #5
0
def add_arguments_extended(parser: KGTKArgumentParser, parsed_shared_args: Namespace):
    """
    Parse arguments
    Args:
        parser (argparse.ArgumentParser)
    """
    from kgtk.value.kgtkvalueoptions import KgtkValueOptions
    from kgtk.io.kgtkreader import KgtkReader, KgtkReaderOptions

    _expert: bool = parsed_shared_args._expert

    parser.add_input_file()

    parser.add_argument('--output-path', action='store', type=str, dest="output_path", required=True,
                        help="Path of an existing folder where the split files will be written")

    parser.add_argument('--file-prefix', action='store', type=str, default='split_', dest='file_prefix', required=False,
                        help="file name prefix, will be appended to output file names before a number")

    parser.add_argument('--split-by-qnode', default=False, action="store_true", dest='split_by_qnode',
                        help="If specified, all edges for a qnode will be written to a separate file,  "
                             "qnode will be added to the file name. WARNING: If there are millions of Qnodes, "
                             "this option will create millions of file."
                             " Default [FALSE]")

    parser.add_argument('--gzipped-output', default=False, action="store_true", dest='gzipped_output',
                        help="If specified, the output split files will be gzipped. Default FALSE")

    parser.add_argument('--lines', action='store', dest='lines', type=int, default=1000000, required=False,
                        help="number of lines in each split file. The actual number of lines will exceed this number, "
                             "since Qnode boundaries are preserved.")

    KgtkReader.add_debug_arguments(parser, expert=_expert)
    KgtkReaderOptions.add_arguments(parser, mode_options=True, expert=_expert)
    KgtkValueOptions.add_arguments(parser, expert=_expert)
コード例 #6
0
def add_arguments_extended(parser: KGTKArgumentParser,
                           parsed_shared_args: Namespace):
    """
    Parse arguments
    Args:
        parser (argparse.ArgumentParser)
    """
    from kgtk.io.kgtkreader import KgtkReader, KgtkReaderOptions
    from kgtk.value.kgtkvalueoptions import KgtkValueOptions

    _expert: bool = parsed_shared_args._expert

    parser.add_input_file(positional=True)
    parser.add_output_file()

    parser.add_argument(
        "--columns",
        dest="key_column_names",
        help=
        "The key columns will not be expanded.  They will be repeated on each output record. "
        + "(default=id for node files, (node1, label, node2) for edge files).",
        nargs='+',
        default=[])

    KgtkReader.add_debug_arguments(parser, expert=_expert)
    KgtkReaderOptions.add_arguments(parser, mode_options=True, expert=_expert)
    KgtkValueOptions.add_arguments(parser, expert=_expert)
コード例 #7
0
ファイル: export_gt.py プロジェクト: vishalbelsare/kgtk
def add_arguments_extended(parser: KGTKArgumentParser,
                           parsed_shared_args: Namespace):
    """
    Parse arguments
    Args:
            parser (argparse.ArgumentParser)
    """
    from kgtk.io.kgtkreader import KgtkReader, KgtkReaderOptions
    from kgtk.utils.argparsehelpers import optional_bool
    from kgtk.value.kgtkvalueoptions import KgtkValueOptions

    _expert: bool = parsed_shared_args._expert

    parser.add_input_file(positional=True, optional=False)
    parser.add_output_file(
        who=
        "Graph tool file to dump the graph too - if empty, it will not be saved.",
        optional=True)

    parser.add_argument(
        '--undirected',
        dest="undirected",
        help="When True, the graph is undirected. (default=%(default)s)",
        type=optional_bool,
        nargs='?',
        const=True,
        default=False,
        metavar="True|False")

    KgtkReader.add_debug_arguments(parser, expert=_expert)
    KgtkReaderOptions.add_arguments(parser, mode_options=True, expert=_expert)
    KgtkValueOptions.add_arguments(parser, expert=_expert)
コード例 #8
0
def add_arguments_extended(parser: KGTKArgumentParser, parsed_shared_args: Namespace):
    """
    Parse arguments
    Args:
        parser (argparse.ArgumentParser)
    """
    _expert: bool = parsed_shared_args._expert

    parser.add_input_file(positional=True, who="The KGTK file to find connected components in.")
    parser.add_output_file()

    parser.add_argument("--no-header", action="store_true", dest="no_header",
                        help="Specify if the input file does not have a header, default FALSE")
    parser.add_argument("--properties", action="store", type=str, dest="properties",
                        help=' A comma separated list of properties to traverse while finding connected components, '
                             'by default all properties will be considered',
                        default='')
    parser.add_argument('--undirected', action='store_true', dest="undirected",
                        help="Specify if the input graph is undirected, default FALSE")
    parser.add_argument('--strong', action='store_true', dest="strong",
                        help="Treat graph as directed or not, independent of its actual directionality.")


    # CMR: The folowing options aren't used.  Is the intent to support them, or
    # was this cut-and-paste overkill?
    KgtkReader.add_debug_arguments(parser, expert=_expert)
    KgtkReaderOptions.add_arguments(parser, mode_options=True, expert=_expert)
    KgtkReaderOptions.add_arguments(parser, mode_options=True, who="input", expert=_expert, defaults=False)
コード例 #9
0
ファイル: validate.py プロジェクト: yyht/kgtk
def add_arguments_extended(parser: KGTKArgumentParser,
                           parsed_shared_args: Namespace):
    """
    Parse arguments
    Args:
        parser (argparse.ArgumentParser)
    """
    from kgtk.io.kgtkreader import KgtkReader, KgtkReaderOptions
    from kgtk.utils.argparsehelpers import optional_bool
    from kgtk.value.kgtkvalueoptions import KgtkValueOptions

    _expert: bool = parsed_shared_args._expert

    parser.add_input_file(who="The KGTK file(s) to validate.",
                          dest="input_files",
                          options=["-i", "--input-files"],
                          allow_list=True,
                          positional=True)

    parser.add_argument(
        "--header-only",
        dest="header_only",
        help=
        "Process the only the header of the input file (default=%(default)s).",
        type=optional_bool,
        nargs='?',
        const=True,
        default=False)

    KgtkReader.add_debug_arguments(parser, expert=_expert)
    KgtkReaderOptions.add_arguments(parser,
                                    mode_options=True,
                                    validate_by_default=True,
                                    expert=_expert)
    KgtkValueOptions.add_arguments(parser, expert=_expert)
コード例 #10
0
def add_arguments_extended(parser: KGTKArgumentParser,
                           parsed_shared_args: Namespace):
    """
    Parse arguments
    Args:
        parser (argparse.ArgumentParser)
    """
    _expert: bool = parsed_shared_args._expert

    parser.add_argument(
        "kgtk_files",
        nargs="*",
        help="The KGTK file(s) to validate. May be omitted or '-' for stdin.",
        type=Path)

    parser.add_argument(
        "--header-only",
        dest="header_only",
        help=
        "Process the only the header of the input file (default=%(default)s).",
        type=optional_bool,
        nargs='?',
        const=True,
        default=False)

    KgtkReader.add_debug_arguments(parser, expert=_expert)
    KgtkReaderOptions.add_arguments(parser,
                                    mode_options=True,
                                    validate_by_default=True,
                                    expert=_expert)
    KgtkValueOptions.add_arguments(parser, expert=_expert)
コード例 #11
0
def add_arguments_extended(parser: KGTKArgumentParser, parsed_shared_args: Namespace):
    """
    Parse arguments
    Args:
        parser (argparse.ArgumentParser)
    """

    _expert: bool = parsed_shared_args._expert

    parser.add_input_file(positional=True)
    parser.add_output_file()

    parser.add_argument(      "--columns", dest="filter_column_names",
                              help="The columns in the file being filtered (Required).", nargs='+', required=True)

    parser.add_argument(      "--count", dest="only_count", metavar="True|False",
                              help="Only count the records, do not copy them. (default=%(default)s).",
                              type=optional_bool, nargs='?', const=True, default=False)

    parser.add_argument(      "--all", dest="all_are", metavar="True|False",
                              help="False: Test if any are not empty, True: test if all are not empty (default=%(default)s).",
                              type=optional_bool, nargs='?', const=True, default=False)

    KgtkReader.add_debug_arguments(parser, expert=_expert)
    KgtkReaderOptions.add_arguments(parser, mode_options=True, expert=_expert)
    KgtkValueOptions.add_arguments(parser, expert=_expert)
コード例 #12
0
ファイル: clean_data.py プロジェクト: yyht/kgtk
def add_arguments_extended(parser: KGTKArgumentParser,
                           parsed_shared_args: Namespace):
    """
    Parse arguments
    Args:
        parser (argparse.ArgumentParser)
    """
    # import modules locally
    from kgtk.io.kgtkreader import KgtkReader, KgtkReaderOptions
    from kgtk.value.kgtkvalueoptions import KgtkValueOptions

    _expert: bool = parsed_shared_args._expert

    parser.add_input_file(positional=True)
    parser.add_output_file(positional=True)
    parser.add_output_file(who="Reject file",
                           dest="reject_file",
                           options=["--reject-file"],
                           metavar="REJECT_FILE",
                           optional=True)

    KgtkReader.add_debug_arguments(parser, expert=_expert)
    KgtkReaderOptions.add_arguments(parser,
                                    mode_options=True,
                                    validate_by_default=True,
                                    expert=_expert)
    KgtkValueOptions.add_arguments(parser, expert=_expert)
コード例 #13
0
def add_arguments_extended(parser: KGTKArgumentParser, parsed_shared_args: Namespace):
    """
    Parse arguments
    Args:
        parser (argparse.ArgumentParser)
    """

    _expert: bool = parsed_shared_args._expert

    # This helper function makes it easy to suppress options from
    # The help message.  The options are still there, and initialize
    # what they need to initialize.
    def h(msg: str)->str:
        if _expert:
            return msg
        else:
            return SUPPRESS

    parser.add_argument(      "input_kgtk_file", nargs="?", type=Path, default="-",
                              help="The KGTK file to filter. May be omitted or '-' for stdin (default=%(default)s).")

    parser.add_argument("-o", "--output-file", dest="output_kgtk_file", help="The KGTK file to write (default=%(default)s).", type=Path, default="-")

    KgtkIdBuilderOptions.add_arguments(parser, expert=True) # Show all the options.
    KgtkReader.add_debug_arguments(parser, expert=_expert)
    KgtkReaderOptions.add_arguments(parser, mode_options=True, expert=_expert)
    KgtkValueOptions.add_arguments(parser, expert=_expert)
コード例 #14
0
ファイル: remove_columns.py プロジェクト: yyht/kgtk
def add_arguments_extended(parser: KGTKArgumentParser, parsed_shared_args: Namespace):
    """
    Parse arguments
    Args:
        parser (argparse.ArgumentParser)
    """
    from kgtk.io.kgtkreader import KgtkReader, KgtkReaderOptions, KgtkReaderMode
    from kgtk.utils.argparsehelpers import optional_bool
    from kgtk.value.kgtkvalueoptions import KgtkValueOptions

    _expert: bool = parsed_shared_args._expert

    parser.add_input_file(positional=True)
    parser.add_output_file()

    parser.add_argument('-c', "--columns", action="store", type=str, dest="columns", nargs='+', required=True,
                        help="Columns to remove as a comma- or space-separated strings, e.g., id,docid or id docid")

    parser.add_argument(      "--split-on-commas", dest="split_on_commas", help="Parse the list of columns, splitting on commas. (default=%(default)s).",
                              type=optional_bool, nargs='?', const=True, default=True)

    parser.add_argument(      "--split-on-spaces", dest="split_on_spaces", help="Parse the list of columns, splitting on spaces. (default=%(default)s).",
                              type=optional_bool, nargs='?', const=True, default=False)

    parser.add_argument(      "--strip-spaces", dest="strip_spaces", help="Parse the list of columns, stripping whitespace. (default=%(default)s).",
                              type=optional_bool, nargs='?', const=True, default=True)

    KgtkReader.add_debug_arguments(parser, expert=_expert)
    KgtkReaderOptions.add_arguments(parser, mode_options=True, default_mode=KgtkReaderMode.NONE, expert=_expert)
    KgtkValueOptions.add_arguments(parser, expert=_expert)
コード例 #15
0
def add_arguments_extended(parser: KGTKArgumentParser,
                           parsed_shared_args: Namespace):
    """
    Parse arguments
    Args:
        parser (argparse.ArgumentParser)
    """
    # import modules locally
    from kgtk.io.kgtkreader import KgtkReader, KgtkReaderOptions
    from kgtk.reshape.kgtkidbuilder import KgtkIdBuilder, KgtkIdBuilderOptions
    from kgtk.value.kgtkvalueoptions import KgtkValueOptions

    _expert: bool = parsed_shared_args._expert

    # This helper function makes it easy to suppress options from
    # The help message.  The options are still there, and initialize
    # what they need to initialize.
    def h(msg: str) -> str:
        if _expert:
            return msg
        else:
            return SUPPRESS

    parser.add_input_file(positional=True)
    parser.add_output_file()

    KgtkIdBuilderOptions.add_arguments(parser,
                                       expert=True)  # Show all the options.
    KgtkReader.add_debug_arguments(parser, expert=_expert)
    KgtkReaderOptions.add_arguments(parser, mode_options=True, expert=_expert)
    KgtkValueOptions.add_arguments(parser, expert=_expert)
コード例 #16
0
def add_arguments_extended(parser: KGTKArgumentParser,
                           parsed_shared_args: Namespace):
    """
    Parse arguments
    Args:
        parser (argparse.ArgumentParser)
    """
    # import modules locally
    from kgtk.io.kgtkreader import KgtkReader, KgtkReaderOptions
    from kgtk.utils.argparsehelpers import optional_bool
    from kgtk.value.kgtkvalueoptions import KgtkValueOptions

    _expert: bool = parsed_shared_args._expert

    # This helper function makes it easy to suppress options from
    # The help message.  The options are still there, and initialize
    # what they need to initialize.
    def h(msg: str) -> str:
        if _expert:
            return msg
        else:
            return SUPPRESS

    parser.add_input_file()
    parser.add_output_file()

    parser.add_argument("--output-format",
                        dest="output_format",
                        help=h("The file format (default=kgtk)"),
                        type=str)

    parser.add_argument(
        '-c',
        "--columns",
        dest="column_names",
        required=True,
        nargs='+',
        metavar="COLUMN_NAME",
        help=
        "The list of source column names, optionally containing '..' for column ranges "
        + "and '...' for column names not explicitly mentioned.")
    parser.add_argument(
        "--into",
        dest="into_column_name",
        help="The name of the column to receive the result of the calculation.",
        required=True)
    parser.add_argument("--do",
                        dest="operation",
                        help="The name of the operation.",
                        required=True,
                        choices=["percentage"])

    parser.add_argument("--format",
                        dest="format_string",
                        help="The format string for the calculation.")

    KgtkReader.add_debug_arguments(parser, expert=_expert)
    KgtkReaderOptions.add_arguments(parser, mode_options=True, expert=_expert)
    KgtkValueOptions.add_arguments(parser, expert=_expert)
コード例 #17
0
def add_arguments_extended(parser: KGTKArgumentParser,
                           parsed_shared_args: Namespace):
    """
    Parse arguments
    Args:
        parser (argparse.ArgumentParser)
    """

    _expert: bool = parsed_shared_args._expert

    # This helper function makes it easy to suppress options from
    # The help message.  The options are still there, and initialize
    # what they need to initialize.
    def h(msg: str) -> str:
        if _expert:
            return msg
        else:
            return SUPPRESS

    parser.add_input_file(who="KGTK input files",
                          dest="input_files",
                          options=["-i", "--input-files"],
                          allow_list=True,
                          positional=True)
    parser.add_output_file()

    parser.add_argument("--output-format",
                        dest="output_format",
                        help="The file format (default=kgtk)",
                        type=str,
                        choices=KgtkWriter.OUTPUT_FORMAT_CHOICES)

    parser.add_argument(
        "--output-columns",
        dest="output_column_names",
        metavar="NEW_COLUMN_NAME",
        help=h("The list of new column names when renaming all columns."),
        type=str,
        nargs='+')
    parser.add_argument(
        "--old-columns",
        dest="old_column_names",
        metavar="OLD_COLUMN_NAME",
        help=h("The list of old column names for selective renaming."),
        type=str,
        nargs='+')
    parser.add_argument(
        "--new-columns",
        dest="new_column_names",
        metavar="NEW_COLUMN_NAME",
        help=h("The list of new column names for selective renaming."),
        type=str,
        nargs='+')

    KgtkReader.add_debug_arguments(parser, expert=_expert)
    KgtkReaderOptions.add_arguments(parser, mode_options=True, expert=_expert)
    KgtkValueOptions.add_arguments(parser, expert=_expert)
コード例 #18
0
def add_arguments_extended(parser: KGTKArgumentParser,
                           parsed_shared_args: Namespace):
    """
    Parse arguments
    Args:
        parser (argparse.ArgumentParser)
    """
    from kgtk.io.kgtkreader import KgtkReader, KgtkReaderOptions, KgtkReaderMode
    from kgtk.utils.argparsehelpers import optional_bool
    from kgtk.value.kgtkvalueoptions import KgtkValueOptions

    _expert: bool = parsed_shared_args._expert

    parser.add_input_file(positional=True)
    parser.add_output_file()
    parser.add_output_file(
        who="The KGTK file for input records that fail the filter.",
        dest="reject_file",
        options=["--reject-file"],
        metavar="REJECT_FILE",
        optional=True)

    parser.add_argument(
        "--columns",
        dest="filter_column_names",
        help="The columns in the file being filtered (Required).",
        nargs='+',
        required=True)

    parser.add_argument(
        "--count",
        dest="only_count",
        metavar="True|False",
        help="Only count the records, do not copy them. (default=%(default)s).",
        type=optional_bool,
        nargs='?',
        const=True,
        default=False)

    parser.add_argument(
        "--all",
        dest="all_are",
        metavar="True|False",
        help=
        "False: Test if any are empty, True: test if all are empty (default=%(default)s).",
        type=optional_bool,
        nargs='?',
        const=True,
        default=False)

    KgtkReader.add_debug_arguments(parser, expert=_expert)
    KgtkReaderOptions.add_arguments(
        parser,
        mode_options=True,
        default_mode=KgtkReaderMode[parsed_shared_args._mode],
        expert=_expert)
    KgtkValueOptions.add_arguments(parser, expert=_expert)
コード例 #19
0
ファイル: reorder_columns.py プロジェクト: vishalbelsare/kgtk
def add_arguments_extended(parser: KGTKArgumentParser,
                           parsed_shared_args: Namespace):
    """
    Parse arguments
    Args:
        parser (argparse.ArgumentParser)
    """
    # import modules locally
    from kgtk.io.kgtkreader import KgtkReader, KgtkReaderOptions
    from kgtk.utils.argparsehelpers import optional_bool
    from kgtk.value.kgtkvalueoptions import KgtkValueOptions

    _expert: bool = parsed_shared_args._expert
    _command: str = parsed_shared_args._command

    # This helper function makes it easy to suppress options from
    # The help message.  The options are still there, and initialize
    # what they need to initialize.
    def h(msg: str) -> str:
        if _expert:
            return msg
        else:
            return SUPPRESS

    parser.add_input_file()
    parser.add_output_file()

    parser.add_argument("--output-format",
                        dest="output_format",
                        help=h("The file format (default=kgtk)"),
                        type=str)

    parser.add_argument(
        '-c',
        "--columns",
        dest="column_names",
        required=True,
        nargs='+',
        metavar="COLUMN_NAME",
        help=
        "The list of reordered column names, optionally containing '...' for column names not explicitly mentioned."
    )

    parser.add_argument(
        "--trim",
        dest="omit_remaining_columns",
        help="If true, omit unmentioned columns. (default=%(default)s).",
        metavar="True|False",
        type=optional_bool,
        nargs='?',
        const=True,
        default=(_command == SELECT_COLUMNS_COMMAND))

    KgtkReader.add_debug_arguments(parser, expert=_expert)
    KgtkReaderOptions.add_arguments(parser, mode_options=True, expert=_expert)
    KgtkValueOptions.add_arguments(parser, expert=_expert)
コード例 #20
0
def add_arguments_extended(parser: KGTKArgumentParser, parsed_shared_args: Namespace):
    """
    Parse arguments
    Args:
        parser (argparse.ArgumentParser)
    """

    _expert: bool = parsed_shared_args._expert

    # This helper function makes it easy to suppress options from
    # The help message.  The options are still there, and initialize
    # what they need to initialize.
    def h(msg: str)->str:
        if _expert:
            return msg
        else:
            return SUPPRESS

    parser.add_argument(      "left_file_path", help="The left-side KGTK file to join (required).", type=Path, default=None)

    parser.add_argument(      "right_file_path", help="The right-side KGTK file to join (required).", type=Path, default=None)

    parser.add_argument(      "--join-on-label", dest="join_on_label",
                              help="If both input files are edge files, include the label column in the join (default=%(default)s).",
                              type=optional_bool, nargs='?', const=True, default=False)

    parser.add_argument(      "--join-on-node2", dest="join_on_node2",
                              help="If both input files are edge files, include the node2 column in the join (default=%(default)s).",
                              type=optional_bool, nargs='?', const=True, default=False)
    
    parser.add_argument(      "--left-file-join-columns", dest="left_join_columns", help="Left file join columns (default=None).", nargs='+')

    parser.add_argument(      "--left-join", dest="left_join", help="Perform a left outer join (default=%(default)s).",
                              type=optional_bool, nargs='?', const=True, default=False)

    parser.add_argument("-o", "--output-file", dest="output_file_path", help="The KGTK file to write (default=%(default)s).", type=Path, default="-")

    parser.add_argument(      "--prefix", dest="prefix",
                              help="An optional prefix applied to right file column names in the output file (default=None).")
    
    parser.add_argument(      "--right-file-join-columns", dest="right_join_columns", help="Right file join columns (default=None).", nargs='+')
    
    parser.add_argument(      "--right-join", dest="right_join", help="Perform a right outer join (default=%(default)s).",
                              type=optional_bool, nargs='?', const=True, default=False)

    parser.add_argument(      "--field-separator", dest="field_separator",
                              help=h("Separator for multifield keys (default=%(default)s)")
                              , default=KgtkJoiner.FIELD_SEPARATOR_DEFAULT)

    # Build the command arguments. File arguments can be set for individual
    # files, or for all files.
    KgtkReader.add_debug_arguments(parser, expert=_expert)
    KgtkReaderOptions.add_arguments(parser, mode_options=True, expert=_expert)
    KgtkReaderOptions.add_arguments(parser, mode_options=True, who="left", expert=_expert, defaults=False)
    KgtkReaderOptions.add_arguments(parser, mode_options=True, who="right", expert=_expert, defaults=False)
    KgtkValueOptions.add_arguments(parser, expert=_expert)
コード例 #21
0
def add_arguments_extended(parser: KGTKArgumentParser,
                           parsed_shared_args: Namespace):
    """
    Parse arguments
    Args:
        parser (argparse.ArgumentParser)
    """
    from kgtk.imports.kgtkntriples import KgtkNtriples
    from kgtk.io.kgtkreader import KgtkReader, KgtkReaderOptions, KgtkReaderMode
    from kgtk.reshape.kgtkidbuilder import KgtkIdBuilder, KgtkIdBuilderOptions
    from kgtk.utils.argparsehelpers import optional_bool
    from kgtk.value.kgtkvalueoptions import KgtkValueOptions

    _expert: bool = parsed_shared_args._expert

    # This helper function makes it easy to suppress options from
    # The help message.  The options are still there, and initialize
    # what they need to initialize.
    def h(msg: str) -> str:
        if _expert:
            return msg
        else:
            return SUPPRESS

    parser.add_input_file(who="The ntriples file(s) to import.",
                          allow_list=True)
    parser.add_output_file()

    parser.add_output_file(
        who="The ntriples output file for records that are rejected.",
        dest="reject_file",
        options=["--reject-file"],
        metavar="REJECT_FILE",
        optional=True)

    parser.add_input_file(who="The KGTK input file with known namespaces.",
                          dest="namespace_file",
                          options=["--namespace-file"],
                          metavar="NAMESPACE_FILE",
                          optional=True)

    parser.add_output_file(who="The KGTK output file with updated namespaces.",
                           dest="updated_namespace_file",
                           options=["--updated-namespace-file"],
                           metavar="NAMESPACE_FILE",
                           optional=True)

    KgtkNtriples.add_arguments(parser)
    KgtkIdBuilderOptions.add_arguments(parser)
    KgtkReader.add_debug_arguments(parser, expert=_expert)
    KgtkReaderOptions.add_arguments(
        parser,
        mode_options=True,
        default_mode=KgtkReaderMode[parsed_shared_args._mode],
        expert=_expert)
    KgtkValueOptions.add_arguments(parser)
コード例 #22
0
ファイル: unreify_values.py プロジェクト: nicklein/kgtk
def add_arguments_extended(parser: KGTKArgumentParser, parsed_shared_args: Namespace):
    """
    Parse arguments
    Args:
        parser (argparse.ArgumentParser)
    """
    from kgtk.io.kgtkreader import KgtkReader, KgtkReaderOptions, KgtkReaderMode
    from kgtk.unreify.kgtkunreifyvalues import KgtkUnreifyValues
    from kgtk.utils.argparsehelpers import optional_bool
    from kgtk.value.kgtkvalueoptions import KgtkValueOptions

    _expert: bool = parsed_shared_args._expert

    # This helper function makes it easy to suppress options from
    # The help message.  The options are still there, and initialize
    # what they need to initialize.
    def h(msg: str)->str:
        if _expert:
            return msg
        else:
            return SUPPRESS

    parser.add_input_file(who="The KGTK input file with the reified data. " +
                        "It must have node1, label, and node2 columns, or their aliases. " +
                        "It may have an ID column;  if it does not, one will be appended to the output file. " +
                        "It may not have any additional columns. ")

    parser.add_output_file(who="The KGTK file to write output records with unreified data. " +
                        "This file may differ in shape from the input file by the addition of an ID column. " +
                        "The records in the output file will not, generally, be in the same order as they appeared in the input file. ")
    
    parser.add_output_file(who="A KGTK output file that will contain only the reified RDF statements.",
                           dest="reified_file",
                           options=["--reified-file"],
                           metavar="REIFIED_FILE",
                           optional=True)
    parser.add_output_file(who="A KGTK output file that will contain only the unreified RDF statements.",
                           dest="unreified_file",
                           options=["--unreified-file"],
                           metavar="UNREIFIED_FILE",
                           optional=True)
    parser.add_output_file(who="A KGTK output file that will contain only the uninvolved input.",
                           dest="uninvolved_file",
                           options=["--uninvolved-file"],
                           metavar="UNINVOLVED_FILE",
                           optional=True)
    
    KgtkUnreifyValues.add_arguments(parser)
    KgtkReader.add_debug_arguments(parser, expert=_expert)
    KgtkReaderOptions.add_arguments(parser,
                                    mode_options=True,
                                    default_mode=KgtkReaderMode[parsed_shared_args._mode],
                                    expert=_expert)
    KgtkValueOptions.add_arguments(parser)
コード例 #23
0
def add_arguments_extended(parser: KGTKArgumentParser,
                           parsed_shared_args: Namespace):
    """                                                                                                                                                               
    Parse arguments                                                                                                                                                   
    Args:                                                                                                                                                             
        parser (argparse.ArgumentParser)                                                                                                                              
    """
    from kgtk.exceptions import KGTKException
    from kgtk.lift.kgtklift import KgtkLift
    from kgtk.io.kgtkreader import KgtkReader, KgtkReaderOptions
    from kgtk.utils.argparsehelpers import optional_bool
    from kgtk.value.kgtkvalueoptions import KgtkValueOptions

    _expert: bool = parsed_shared_args._expert
    _command: str = parsed_shared_args._command

    # This helper function makes it easy to suppress options from
    # The help message.  The options are still there, and initialize
    # what they need to initialize.
    def h(msg: str) -> str:
        if _expert:
            return msg
        else:
            return SUPPRESS

    parser.add_input_file()
    parser.add_output_file()

    # The default value for this option depends upon the command used.
    parser.add_argument(
        '-l',
        '--lines',
        dest="count_records",
        metavar="True/False",
        help="If true, count records and print a single number to stdout. " +
        "If false, count non-empty values per column and produce a simple KGTK output file. (default=%(default)s).",
        type=optional_bool,
        nargs='?',
        const=True,
        default=DEFAULT_COUNT_RECORDS_WC
        if _command == WC_COMMAND else DEFAULT_COUNT_RECORDS)

    # This is an expert option.  It will not show up on `--help` without `--expert`:
    parser.add_argument(
        "--count-property",
        dest="count_property",
        help=
        h("The property used for column count output edges. (default=%(default)s)."
          ),
        default=DEFAULT_COUNT_PROPERTY)

    KgtkReader.add_debug_arguments(parser, expert=_expert)
    KgtkReaderOptions.add_arguments(parser, mode_options=True, expert=_expert)
    KgtkValueOptions.add_arguments(parser, expert=_expert)
コード例 #24
0
def add_arguments_extended(parser: KGTKArgumentParser, parsed_shared_args: Namespace ):
    from kgtk.io.kgtkreader import KgtkReader, KgtkReaderOptions, KgtkReaderMode
    from kgtk.utils.argparsehelpers import optional_bool
    from kgtk.value.kgtkvalueoptions import KgtkValueOptions

    _expert: bool = parsed_shared_args._expert

    parser.add_input_file()
    parser.add_input_file(who="The entity label file(s)",
                          dest="entity_label_files",
                          options=['--entity-label-file'],
                          metavar="ENTITY_LABEL_FILE",
                          optional=True,
                          allow_list=True,
                          default_stdin=False)
    parser.add_output_file()

    parser.add_argument("--label-properties", dest="label_properties", nargs="*",
                        help="The label properties. (default=%s)" % repr(DEFAULT_LABEL_PROPERTIES))

    parser.add_argument("--description-properties", dest="description_properties", nargs="*",
                        help="The description properties. (default=%s)" % repr(DEFAULT_DESCRIPTION_PROPERTIES))

    parser.add_argument("--isa-properties", dest="isa_properties", nargs="*",
                        help="The isa properties. (default=%s)" % repr(DEFAULT_ISA_PROPERTIES))

    parser.add_argument("--has-properties", dest="has_properties", nargs="*",
                        help="The has properties. (default=%s)" % repr(DEFAULT_HAS_PROPERTIES))

    parser.add_argument("--property-values", dest="property_values", nargs="*",
                        help="The property values. (default=%s)" % repr(DEFAULT_PROPERTY_VALUES))

    parser.add_argument('--sentence-label', action='store', type=str, dest='sentence_label', default=DEFAULT_SENTENCE_LABEL,
                        help="The relationship to write in the output file. (default=%(default)s)")

    parser.add_argument("--explain", dest="explain", metavar="True|False",
                        help="When true, include an explanation column that tells how the sentence was constructed. (default=%(default)s).",
                        type=optional_bool, nargs='?', const=True, default=False)

    parser.add_argument("--presorted", dest="presorted", metavar="True|False",
                        help="When true, the input file is presorted on node1. (default=%(default)s).",
                        type=optional_bool, nargs='?', const=True, default=False)

    parser.add_argument("--add-entity-labels-from-input", dest="add_entity_labels_from_input", metavar="True|False",
                        help="When true, extract entity labels from the unsorted input file. (default=%(default)s).",
                        type=optional_bool, nargs='?', const=True, default=False)

    KgtkReader.add_debug_arguments(parser, expert=False)
    KgtkReaderOptions.add_arguments(parser,
                                    mode_options=True,
                                    default_mode=KgtkReaderMode[parsed_shared_args._mode],
                                    expert=_expert)
    KgtkValueOptions.add_arguments(parser, expert=False)
コード例 #25
0
def add_arguments_extended(parser: KGTKArgumentParser, parsed_shared_args: Namespace):
    """
    Parse arguments
    Args:
        parser (argparse.ArgumentParser)
    """

    _expert: bool = parsed_shared_args._expert

    # This helper function makes it easy to suppress options from
    # The help message.  The options are still there, and initialize
    # what they need to initialize.
    def h(msg: str)->str:
        if _expert:
            return msg
        else:
            return SUPPRESS

    parser.add_argument(      "input_kgtk_file", nargs="?", type=Path, default="-",
                              help="The KGTK file to filter. May be omitted or '-' for stdin (default=%(default)s).")

    parser.add_argument("-o", "--output-file", dest="output_kgtk_file", help="The KGTK file to write (default=%(default)s).", type=Path, default="-")

    parser.add_argument(      "--column", dest="column_name", help="The name of the column to explode. (default=%(default)s).", default=KgtkFormat.NODE2)

    fgroup: _MutuallyExclusiveGroup = parser.add_mutually_exclusive_group()
    fgroup.add_argument(      "--types", dest="type_names", nargs='*',
                              help="The KGTK data types for which fields should be exploded. (default=%(default)s).",
                              choices=KgtkFormat.DataType.choices(),
                              default=KgtkFormat.DataType.choices())

    fgroup.add_argument(      "--fields", dest="field_names", nargs='*', 
                              help=h("The names of the fields to extract (overrides --types). (default=%(default)s)."),
                              choices=KgtkValueFields.FIELD_NAMES)

    parser.add_argument(      "--prefix", dest="prefix", help="The prefix for exploded column names. (default=%(default)s).",
                              default=KgtkFormat.NODE2 + ";" + KgtkFormat.KGTK_NAMESPACE)

    parser.add_argument(      "--overwrite", dest="overwrite_columns",
                              help="Indicate that it is OK to overwrite existing columns. (default=%(default)s).",
                              type=optional_bool, nargs='?', const=True, default=False)

    parser.add_argument(      "--expand", dest="expand_list",
                              help="Expand the source column if it contains a list, else fail. (default=%(default)s).",
                              type=optional_bool, nargs='?', const=True, default=False)

    parser.add_argument(      "--show-data-types", dest="show_data_types",
                              help="Print the list of data types and exit. (default=%(default)s).",
                              type=optional_bool, nargs='?', const=True, default=False)

    KgtkReader.add_debug_arguments(parser, expert=_expert)
    KgtkReaderOptions.add_arguments(parser, mode_options=True, expert=_expert)
    KgtkValueOptions.add_arguments(parser, expert=_expert)
コード例 #26
0
ファイル: update_documentation.py プロジェクト: dguimard/kgtk
def main():
    """
    Update the documentation files.
    """
    parser: ArgumentParser = ArgumentParser()
    parser.add_argument("--md-files", dest="md_files", help="The .md files to be updated.", type=Path, nargs='+')

    parser.add_argument("--kgtk-command", dest="kgtk_command", help="The kgtk command (default %(default)s.", type=str, default="kgtk")

    parser.add_argument("--process-usage", dest="process_usage", metavar="optional True|False",
                        help="Process the ## Usage section (default=%(default)s).",
                        type=optional_bool, nargs='?', const=True, default=True)
    
    parser.add_argument("--update-usage", dest="update_usage", metavar="optional True|False",
                        help="Update the ## Usage section (default=%(default)s).",
                        type=optional_bool, nargs='?', const=True, default=True)
    
    parser.add_argument("--process-examples", dest="process_examples", metavar="optional True|False",
                        help="Process the ## Examples section (default=%(default)s).",
                        type=optional_bool, nargs='?', const=True, default=True)
    
    parser.add_argument("--update-examples", dest="update_examples", metavar="optional True|False",
                        help="Update the ## Examples section (default=%(default)s).",
                        type=optional_bool, nargs='?', const=True, default=True)
    
    KgtkReader.add_debug_arguments(parser)

    args: Namespace = parser.parse_args()
    error_file: typing.TextIO = sys.stdout if args.errors_to_stdout else sys.stderr

    if args.show_options:
        print("--md-files %s" % " ".join([repr(str(x)) for x in args.md_files]), file=error_file, flush=True)
        print("--kgtk-command=%s" % repr(args.kgtk_command), file=error_file, flush=True)
        print("--process-usage=%s" % repr(args.process_usage), file=error_file, flush=True)
        print("--update-usage=%s" % repr(args.update_usage), file=error_file, flush=True)
        print("--process-examples=%s" % repr(args.process_examples), file=error_file, flush=True)
        print("--update-examples=%s" % repr(args.update_examples), file=error_file, flush=True)
        print("--verbose=%s" % repr(args.verbose), file=error_file, flush=True)
        print("--very-verbose=%s" % repr(args.very_verbose), file=error_file, flush=True)

    du: DocUpdater = DocUpdater(kgtk_command=args.kgtk_command,
                                process_usage=args.process_usage,
                                update_usage=args.update_usage,
                                process_examples=args.process_examples,
                                update_examples=args.update_examples,
                                error_file=error_file,
                                verbose=args.verbose,
                                very_verbose=args.very_verbose)

    md_file: Path
    for md_file in args.md_files:
        du.process(md_file)
コード例 #27
0
def add_arguments_extended(parser: KGTKArgumentParser,
                           parsed_shared_args: Namespace):
    """
    Parse arguments
    Args:
        parser (argparse.ArgumentParser)
    """

    _expert: bool = parsed_shared_args._expert

    parser.add_argument(
        "input_kgtk_file",
        nargs="?",
        help="The KGTK file to filter. May be omitted or '-' for stdin.",
        type=Path)

    parser.add_argument(
        "--columns",
        dest="filter_column_names",
        help="The columns in the file being filtered (Required).",
        nargs='+',
        required=True)

    parser.add_argument(
        "--count",
        dest="only_count",
        help="Only count the records, do not copy them. (default=%(default)s).",
        type=optional_bool,
        nargs='?',
        const=True,
        default=False)

    parser.add_argument("-o",
                        "--output-file",
                        dest="output_kgtk_file",
                        help="The KGTK file to write (default=%(default)s).",
                        type=Path,
                        default="-")

    parser.add_argument(
        "--all",
        dest="all_are",
        help=
        "False: Test if any are, True: test if all are (default=%(default)s).",
        type=optional_bool,
        nargs='?',
        const=True,
        default=False)

    KgtkReader.add_debug_arguments(parser, expert=_expert)
    KgtkReaderOptions.add_arguments(parser, mode_options=True, expert=_expert)
    KgtkValueOptions.add_arguments(parser, expert=_expert)
コード例 #28
0
ファイル: html.py プロジェクト: nicklein/kgtk
def add_arguments_extended(parser: KGTKArgumentParser,
                           parsed_shared_args: Namespace):
    """
    Parse arguments
    Args:
        parser (argparse.ArgumentParser)
    """
    from kgtk.io.kgtkreader import KgtkReader, KgtkReaderOptions, KgtkReaderMode
    from kgtk.io.kgtkwriter import KgtkWriter
    from kgtk.utils.argparsehelpers import optional_bool
    from kgtk.value.kgtkvalueoptions import KgtkValueOptions

    _expert: bool = parsed_shared_args._expert

    # This helper function makes it easy to suppress options from
    # The help message.  The options are still there, and initialize
    # what they need to initialize.
    def h(msg: str) -> str:
        if _expert:
            return msg
        else:
            return SUPPRESS

    parser.add_input_file(who="The KGTK file to convert to an HTML table.",
                          positional=True)
    parser.add_output_file(who="The GitHub markdown file to write.")

    parser.add_argument(
        "--pp",
        "--readable",
        dest="readable",
        help=
        "If true, use a human-readable output format. (default=%(default)s).",
        metavar="True/False",
        type=optional_bool,
        nargs='?',
        const=True,
        default=False)

    parser.add_argument("--output-format",
                        dest="output_format",
                        type=str,
                        help=h("The file format (default=%(default)s)"),
                        default=KgtkWriter.OUTPUT_FORMAT_HTML_COMPACT)

    KgtkReader.add_debug_arguments(parser, expert=_expert)
    KgtkReaderOptions.add_arguments(parser,
                                    mode_options=True,
                                    default_mode=KgtkReaderMode.NONE,
                                    expert=_expert)
    KgtkValueOptions.add_arguments(parser, expert=_expert)
コード例 #29
0
def add_arguments_extended(parser: KGTKArgumentParser, parsed_shared_args: Namespace):
    """
    Parse arguments
    Args:
        parser (argparse.ArgumentParser)
    """
    from kgtk.io.kgtkreader import KgtkReader, KgtkReaderOptions
    from kgtk.join.unique import Unique
    from kgtk.utils.argparsehelpers import optional_bool
    from kgtk.value.kgtkvalueoptions import KgtkValueOptions

    _expert: bool = parsed_shared_args._expert

    # This helper function makes it easy to suppress options from
    # The help message.  The options are still there, and initialize
    # what they need to initialize.
    def h(msg: str)->str:
        if _expert:
            return msg
        else:
            return SUPPRESS

    parser.add_input_file(positional=True)
    parser.add_output_file()

    parser.add_argument(      "--column", dest="column_name",
                              help="The column to count unique values (required).", required=True)

    parser.add_argument(      "--empty", dest="empty_value", help="A value to substitute for empty values (default=%(default)s).", default="")

    parser.add_argument(      "--label", dest="label_value", help="The output file label column value (default=%(default)s).", default="count")

    # TODO: use an emum
    parser.add_argument(      "--format", dest="output_format", help=h("The output file format and mode (default=%(default)s)."),
                              default=Unique.DEFAULT_FORMAT, choices=Unique.OUTPUT_FORMATS)

    parser.add_argument(      "--prefix", dest="prefix", help=h("The value prefix (default=%(default)s)."), default="")

    parser.add_argument(      "--where", dest="where_column_name",
                              help="The name of a column for a record selection test. (default=%(default)s).", default=None)

    parser.add_argument(      "--in", dest="where_values", nargs="+",
                              help="The list of values for a record selection test. (default=%(default)s).", default=None)

    parser.add_argument(      "--presorted", dest="presorted", metavar="True|False",
                              help="When True, the input file is presorted. (default=%(default)s).",
                              type=optional_bool, nargs='?', const=True, default=False)

    KgtkReader.add_debug_arguments(parser, expert=_expert)
    KgtkReaderOptions.add_arguments(parser, mode_options=True, expert=_expert)
    KgtkValueOptions.add_arguments(parser, expert=_expert)
コード例 #30
0
def add_arguments_extended(parser: KGTKArgumentParser, parsed_shared_args: Namespace):
    """
    Parse arguments
    Args:
        parser (argparse.ArgumentParser)
    """
    from kgtk.io.kgtkreader import KgtkReader, KgtkReaderMode, KgtkReaderOptions
    from kgtk.utils.argparsehelpers import optional_bool
    from kgtk.value.kgtkvalueoptions import KgtkValueOptions

    _expert: bool = parsed_shared_args._expert

    parser.add_input_file()
    parser.add_input_file(who="The property pattern definitions.", default_stdin=False,
                          options=["--pattern-file"], dest="pattern_file", metavar="PATTERN_FILE")
    parser.add_output_file(optional=True)
    parser.add_output_file(who="The property pattern reject output.", optional=True,
                          options=["--reject-file"], dest="reject_file", metavar="REJECT_FILE")

    parser.add_argument(      "--presorted", dest="grouped_input",
                              help="Indicate that the input has been presorted (or at least pregrouped) on the node1 column. (default=%(default)s).",
                              type=optional_bool, nargs='?', const=True, default=False, metavar="True|False")

    parser.add_argument(      "--process-node1-groups", dest="reject_node1_groups",
                              help="When True, process all records for a node1 value " +
                              "as a group. (default=%(default)s).",
                              type=optional_bool, nargs='?', const=True, default=True, metavar="True|False")

    parser.add_argument(      "--no-complaints", dest="no_complaints",
                              help="When true, do not print complaints (when rejects are expected). (default=%(default)s).",
                              type=optional_bool, nargs='?', const=True, default=False, metavar="True|False")

    parser.add_argument(      "--complain-immediately", dest="complain_immediately",
                              help="When true, print complaints immediately (for debugging). (default=%(default)s).",
                              type=optional_bool, nargs='?', const=True, default=False, metavar="True|False")

    parser.add_argument(      "--add-isa-column", dest="add_isa_column",
                              help="When true, add an ISA column to the output and reject files. (default=%(default)s).",
                              type=optional_bool, nargs='?', const=True, default=False, metavar="True|False")

    parser.add_argument(      "--isa-column-name", dest="isa_column_name", default="isa;node2",
                              help="The name for the ISA column. (default %(default)s)")

    parser.add_argument(      "--autovalidate", dest="autovalidate",
                              help="When true, validate node1 and node2 values before testing them. (default=%(default)s).",
                              type=optional_bool, nargs='?', const=True, default=True, metavar="True|False")

    KgtkReader.add_debug_arguments(parser, expert=_expert)
    KgtkReaderOptions.add_arguments(parser, mode_options=True, validate_by_default=True, expert=_expert)
    KgtkValueOptions.add_arguments(parser, expert=_expert)