morpheus.parsers.event_parser.EventParser

class EventParser(columns, event_name)

Bases: ABC

This is an abstract class for all event log parsers.

Parameters:

columns: set[str]

Event column names

event_name: str

Event name

Attributes:

columns

List of columns that are being processed.

event_name

Event name define type of logs that are being processed.

Methods

parse(text)	Abstract method 'parse' triggers the parsing functionality.
parse_raw_event(text, event_regex)	Processes parsing of a specific type of raw event records received as a dataframe.

property columns

List of columns that are being processed.

Returns:

set[str]

Event column names

property event_name

Event name define type of logs that are being processed.

Returns:

str

Event name

abstractmethod parse(text)

Abstract method ‘parse’ triggers the parsing functionality. Subclasses are required to implement and execute any parsing pre-processing steps.

parse_raw_event(text, event_regex)

Processes parsing of a specific type of raw event records received as a dataframe.

Parameters:

textSeriesType

Raw event log text to be parsed.

event_regex: typing.Dict[str, str]

Required regular expressions for a given event type.

Returns:

DataFrameType

Parsed logs dataframe