Source code for pm4py.objects.log.importer.xes.importer

from enum import Enum
from pm4py.util import constants

from pm4py.objects.log.importer.xes.variants import (
    iterparse,
    line_by_line,
    iterparse_mem_compressed,
    iterparse_20,
    chunk_regex,
    rustxes,
)




class Variants(Enum):
    ITERPARSE = iterparse
    LINE_BY_LINE = line_by_line
    ITERPARSE_MEM_COMPRESSED = iterparse_mem_compressed
    ITERPARSE_20 = iterparse_20
    CHUNK_REGEX = chunk_regex
    RUSTXES = rustxes



def __get_variant(variant_str: str):
    variant = Variants.CHUNK_REGEX

    if variant_str == "nonstandard":
        variant = Variants.LINE_BY_LINE
    elif variant_str == "iterparse":
        variant = Variants.ITERPARSE
    elif variant_str == "lxml":
        variant = Variants.ITERPARSE
    elif variant_str == "chunk_regex":
        variant = Variants.CHUNK_REGEX
    elif variant_str == "line_by_line":
        variant = Variants.LINE_BY_LINE
    elif variant_str == "iterparse_20":
        variant = Variants.ITERPARSE_20
    elif variant_str == "iterparse_mem_compressed":
        variant = Variants.ITERPARSE_MEM_COMPRESSED
    elif variant_str == "rustxes":
        variant = Variants.RUSTXES

    return variant




def apply(path, parameters=None, variant=constants.DEFAULT_XES_PARSER):
    """
    Import a XES log into a EventLog object

    Parameters
    -----------
    path
        Log path
    parameters
        Parameters of the algorithm, including
            Parameters.TIMESTAMP_SORT -> Specify if we should sort log by timestamp
            Parameters.TIMESTAMP_KEY -> If sort is enabled, then sort the log by using this key
            Parameters.REVERSE_SORT -> Specify in which direction the log should be sorted
            Parameters.INSERT_TRACE_INDICES -> Specify if trace indexes should be added as event attribute for each event
            Parameters.MAX_TRACES -> Specify the maximum number of traces to import from the log (read in order in the XML file)
    variant
        Variant of the algorithm to use, including:
            - Variants.ITERPARSE
            - Variants.LINE_BY_LINE

    Returns
    -----------
    log
        Trace log object
    """
    if parameters is None:
        parameters = {}

    if type(variant) is str:
        variant = __get_variant(variant)

    log = variant.value.apply(path, parameters=parameters)

    return log





def deserialize(
    log_string, parameters=None, variant=constants.DEFAULT_XES_PARSER
):
    """
    Deserialize a text/binary string representing a XES log

    Parameters
    -----------
    log_string
        String that contains the XES
    parameters
        Parameters of the algorithm, including
            Parameters.TIMESTAMP_SORT -> Specify if we should sort log by timestamp
            Parameters.TIMESTAMP_KEY -> If sort is enabled, then sort the log by using this key
            Parameters.REVERSE_SORT -> Specify in which direction the log should be sorted
            Parameters.INSERT_TRACE_INDICES -> Specify if trace indexes should be added as event attribute for each event
            Parameters.MAX_TRACES -> Specify the maximum number of traces to import from the log (read in order in the XML file)
    variant
        Variant of the algorithm to use, including:
            - Variants.ITERPARSE
            - Variants.LINE_BY_LINE

    Returns
    -----------
    log
        Trace log object
    """
    if parameters is None:
        parameters = {}

    if type(variant) is str:
        variant = __get_variant(variant)

    return variant.value.import_from_string(log_string, parameters=parameters)