Python get_attribute_valuesの例

コード例 #1

ファイル: stats.py プロジェクト: pm4py/pm4py-core

def get_event_attribute_values(log: Union[EventLog, pd.DataFrame], attribute: str, count_once_per_case=False) -> Dict[str, int]:
    """
    Returns the values for a specified attribute

    Parameters
    ---------------
    log
        Log object
    attribute
        Attribute
    count_once_per_case
        If True, consider only an occurrence of the given attribute value inside a case
        (if there are multiple events sharing the same attribute value, count only 1 occurrence)

    Returns
    ---------------
    attribute_values
        Dictionary of values along with their count
    """
    if type(log) not in [pd.DataFrame, EventLog, EventStream]: raise Exception("the method can be applied only to a traditional event log!")

    parameters = get_properties(log)
    parameters["keep_once_per_case"] = count_once_per_case
    if check_is_pandas_dataframe(log):
        check_pandas_dataframe_columns(log)
        from pm4py.statistics.attributes.pandas import get
        return get.get_attribute_values(log, attribute, parameters=parameters)
    else:
        from pm4py.statistics.attributes.log import get
        return get.get_attribute_values(log, attribute, parameters=parameters)

コード例 #2

ファイル: stats.py プロジェクト: pm4py/pm4py-core

def get_trace_attribute_values(log: Union[EventLog, pd.DataFrame], attribute: str) -> Dict[str, int]:
    """
    Returns the values for a specified trace attribute

    Parameters
    ---------------
    log
        Log object
    attribute
        Attribute

    Returns
    ---------------
    attribute_values
        Dictionary of values along with their count
    """
    if type(log) not in [pd.DataFrame, EventLog, EventStream]: raise Exception("the method can be applied only to a traditional event log!")

    if check_is_pandas_dataframe(log):
        check_pandas_dataframe_columns(log)
        from pm4py.statistics.attributes.pandas import get
        return get.get_attribute_values(log, attribute)
    else:
        from pm4py.statistics.attributes.log import get
        return get.get_trace_attribute_values(log, attribute)

コード例 #3

ファイル: stats.py プロジェクト: denzoned/pm4py-core

def get_attribute_values(log, attribute):
    """
    Returns the values for a specified attribute

    Parameters
    ---------------
    log
        Log object
    attribute
        Attribute

    Returns
    ---------------
    attribute_values
        Dictionary of values along with their count
    """
    if check_is_dataframe(log):
        check_dataframe_columns(log)
        from pm4py.statistics.attributes.pandas import get
        return get.get_attribute_values(log, attribute)
    else:
        from pm4py.statistics.attributes.log import get
        return get.get_attribute_values(log, attribute)

コード例 #4

ファイル: stats.py プロジェクト: DerAndereJohannes/pm4py-core

def get_trace_attribute_values(log: Union[EventLog, pd.DataFrame], attribute: str) -> Dict[str, int]:
    """
    Returns the values for a specified trace attribute

    Parameters
    ---------------
    log
        Log object
    attribute
        Attribute

    Returns
    ---------------
    attribute_values
        Dictionary of values along with their count
    """
    if check_is_dataframe(log):
        check_dataframe_columns(log)
        from pm4py.statistics.attributes.pandas import get
        return get.get_attribute_values(log, attribute)
    else:
        from pm4py.statistics.attributes.log import get
        return get.get_trace_attribute_values(log, attribute)