drain3_template_miner_log_parsing_quickstart.py

python

This example demonstrates how to initialize the TemplateMiner, add log messages f

15d ago21 lines

logpai/Drain3

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drain3_template_miner_log_parsing_quickstart.py
from drain3 import TemplateMiner
from drain3.template_miner_config import TemplateMinerConfig

logger_messages = [
    "Connected to 10.0.0.1",
    "Connected to 10.0.0.2",
    "User admin logged in",
    "User root logged in",
]

config = TemplateMinerConfig()
template_miner = TemplateMiner(config=config)

for line in logger_messages:
    result = template_miner.add_log_message(line)
    print(f"Input: {line}")
    print(f"Result: {result}")

sorted_clusters = sorted(template_miner.drain.clusters, key=lambda it: it.size, reverse=True)
for cluster in sorted_clusters:
    print(cluster)