Hello World Logger

Prerequisites

This example specifically requires:

• Python v3.11 or v3.12

• Poetry

• Git

Running Logger Example App

All the code used in the following examples can be found in our GitHub repository bosa-example-apps/bosa-sdk-logging-example-app.

Clone from GitHub

git clone https://github.com/GDP-ADMIN/bosa-example-apps.git
cd bosa-sdk-logging-example-app

▶️ Execute the script for installing and start the dependencies

./start-dependencies.sh

🚀 Then run the app (there is two main file to run)

poetry run python bosa_sdk_logging_example_app/app_regex.py
poetry run python bosa_sdk_logging_example_app/app_ner_api.py

this the expected output

🔍 Generating regex patterns... 2025-05-15 14:38:29,125 - Logging with Regex PII - INFO - Logging sensitive information for processing: contoh nomor ktp 35******01 contoh email jo******om contoh nomor telepon +628******9819 dan 0812******9384. contoh npwp 01.***.***.34

The key indicators of success:

• The data will masked in your console

this is the snippet example how to using this:

Example Code

from bosa_core.logger.regex_pii_logger_handler import init_regex_pii_logging_handler
import logging

logger_name = "Logging with Regex PII"
logger = logging.getLogger(logger_name)
logger.setLevel(logging.DEBUG)


    # Initialize Regex logging handler - don't use the return value
_ = init_regex_pii_logging_handler(
        logger_name=logger_name,
        pii_regex_process_enabled=True
    )
sensitive_info = (
    "contoh nomor ktp 3525011212941001\n"
    "contoh email [e-mail]\n"
    "contoh nomor telepon [phone] dan 0812898029384.\n"
    "contoh npwp 01.123.456.7-891.234"
)

logger.info(f"Logging sensitive information for processing: \n{sensitive_info}")

Example how to use NER API for logger

You can use NER based API for logging. This method:

• Uses machine learning to detect a wider range of PII.

• Can identify context-dependent PII that regex might miss.

• Requires network access to the NER API.

this is the snippet example how to using this:

Example Code

lfrom bosa_core.logger.ner_pii_logger_handler import init_ner_pii_logging_handler
import logging

# Set up logger
logger_name = "my-application"
logger = logging.getLogger(logger_name)
logger.setLevel(logging.INFO)

# Initialize NER PII logging handler
init_ner_pii_logging_handler(
    logger_name=logger_name,
    api_url="https://stag-api-gdplabs-ner-api.obrol.id/anonymize",
    api_field="text",
    pii_ner_process_enabled=True
)

# Add your regular handlers
console_handler = logging.StreamHandler()
logger.addHandler(console_handler)

# Log message with PII - it will be sent to the API for anonymization
logger.info("Customer name: John Doe, Phone Number: 08123456789, Email: [e-mail]")

The key indicators of success:

• The data will masked in your console