python/ray/tune/suggest/variant_generator.py
def format_vars(resolved_vars: Dict) -> str:
    """Format variables to be used as experiment tags.

    Experiment tags are used in directory names, so this method makes sure
    the resulting tags can be legally used in directory names on all systems.

    The input to this function is a dict of the form
    ``{("nested", "config", "path"): "value"}``. The output will be a comma
    separated string of the form ``last_key=value``, so in this example
    ``path=value``.

    Note that the sanitizing implies that empty strings are possible return
    values. This is expected and acceptable, as it is not a common case and
    the resulting directory names will still be valid.

    Args:
        resolved_vars: Dictionary mapping from config path tuples to a value.

    Returns:
        Comma-separated key=value string.
    """
    vars = resolved_vars.copy()
    # TrialRunner already has these in the experiment_tag
    for v in ["run", "env", "resources_per_trial"]:
        vars.pop(v, None)

    return ",".join(
        f"{_clean_value(k[-1])}={_clean_value(v)}" for k, v in sorted(vars.items())
    )
Format variables to be used as experiment tags.

    Experiment tags are used in directory names, so this method makes sure
    the resulting tags can be legally used in directory names on all systems.

    The input to this function is a dict of the form
    ``{("nested", "config", "path"): "value"}``. The output will be a comma
    separated string of the form ``last_key=value``, so in this example
    ``path=value``.

    Note that the sanitizing implies that empty strings are possible return
    values. This is expected and acceptable, as it is not a common case and
    the resulting directory names will still be valid.

    Args:
        resolved_vars: Dictionary mapping from config path tuples to a value.

    Returns:
        Comma-separated key=value string.
    
Format variables to be used as experiment tags.
Experiment tags are used in directory names, so this method makes sure
the resulting tags can be legally used in directory names on all systems.



Note that the sanitizing implies that empty strings are possible return
values. This is expected and acceptable, as it is not a common case and
the resulting directory names will still be valid.
Format variables to be used as experiment tags . Experiment tags are used in directory names so this method makes sure the resulting tags can be legally used in directory names on all systems . Note that the sanitizing implies that empty strings are possible return values . This is expected and acceptable as it is not a common case and the resulting directory names will still be valid .
def format_vars(resolved_vars: Dict) -> str:
    vars = resolved_vars.copy()
    for v in ["run", "env", "resources_per_trial"]:
        vars.pop(v, None)
    return ",".join(
        f"{_clean_value(k[-1])}={_clean_value(v)}" for k, v in sorted(vars.items())
    )
def format_vars ( resolved_vars : Dict ) -> str : vars = resolved_vars . copy ( ) for v in [ "run" , "env" , "resources_per_trial" ] : vars . pop ( v , None ) return "," . join ( f"{_clean_value(k[-1])}={_clean_value(v)}" for k , v in sorted ( vars . items ( ) ) )
Format variables to be used as experiment tags.
Format variables to be used as experiment tags .
"""Format variables to be used as experiment tags.

    Experiment tags are used in directory names, so this method makes sure
    the resulting tags can be legally used in directory names on all systems.

    The input to this function is a dict of the form
    ``{("nested", "config", "path"): "value"}``. The output will be a comma
    separated string of the form ``last_key=value``, so in this example
    ``path=value``.

    Note that the sanitizing implies that empty strings are possible return
    values. This is expected and acceptable, as it is not a common case and
    the resulting directory names will still be valid.

    Args:
        resolved_vars: Dictionary mapping from config path tuples to a value.

    Returns:
        Comma-separated key=value string.
    """ # TrialRunner already has these in the experiment_tag
Comma-separated key=value string.
Comma - separated key = value string .
resolved_vars
Dict
Dictionary mapping from config path tuples to a value.
Dictionary mapping from config path tuples to a value .