LogFlux: A software suite for the automatic log parsing

Installation

pip install .

cd tests
python3 test.py > output.log

src/logflux - The main source code for the LogFlux suite. Each algorithm is implemented in a separate file.
tests/test.py - A set of functional tests for the LogFlux suite.

Parser	Venue	Paper
ael	QSIC'08	Abstracting Execution Logs to Execution Events for Enterprise Applications
dlog	J. Supercomput.'17	Diagnosing Router Events With Syslogs for Anomaly Detection
drain	ICWS'17	Drain: An online log parsing approach with fixed depth tree
fttree	IWQoS'17	Syslog Processing for Switch Failure Diagnosis and Prediction in Datacenter Networks
iplom	KDD'09	Clustering Event Logs Using Iterative Partitioning
lenma	CNSM'15	Length Matters: Clustering System Log Messagesusing Length of Words
lfa	MSR'10	Abstracting Log Lines to Log Event Types for Mining Software System Logs
lke	ICDM'09	Execution Anomaly Detection in Distributed Systems through Unstructured Log Analysis
logcluster	CNSM'15	LogCluster - A Data Clustering and Pattern Mining Algorithm for Event Logs
logmine	CIKM'16	LogMine: Fast Pattern Recognition for Log Analytics
logsig	CIKM'11	LogSig: Generating System Events from Raw Textual Logs
molfi	ICPC'18	A Search-based Approach for Accurate Identification of Log Message Formats
nulog	ECML-PKDD'20	Self-Supervised Log Parsing
shiso	SCC'13	Incremental Mining of System Log Format
slct	IPOM'03	A Data Clustering Algorithm for Mining Patterns From Event Logs
spell	ICDM'16	spell: Streaming Parsing of System Event Logs
va	IPOM'03	A Data Clustering Algorithm for Mining Patterns From Event Logs

Name		Name	Last commit message	Last commit date
Latest commit History 26 Commits
src/logflux		src/logflux
tests		tests
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
flake.lock		flake.lock
flake.nix		flake.nix
setup.py		setup.py