baybin-sentinel 2026.6.18.1

Baybin Sentinel: OpenSearch writer

Baybin Sentinel

baybin_sentinel is a Python utility package designed for the Baybin Sentiment Analysis System. It provides specialized writers to streamline the ingestion of social media data into OpenSearch.

Installation

(For Crawler Developers) Install Package

$ pip install -U baybin_sentinel

(For Package Developers) Create Virtual Environment

$ conda update -n base -c conda-forge conda
$ conda create -n sentinel python=3.13 pip -y
$ conda activate sentinel
$ cd E:\baybin_sentinel
$ pip install -r requirements.txt

Example (Threads)

from baybin_sentinel.platforms.threads import ThreadsWriter

# Initialize writer
writer = ThreadsWriter(
    host="192.168.x.x",
    port=9200,
    user="your_username",
    password="your_password",
    verify_certs=False
)

# Single post
post = crawled_threads(...)
writer.save(post)

# Multiple posts (bulk)
posts = crawled_threads_bulk(...)
writer.save_bulk(posts)

Example (Facebook)

from baybin_sentinel.platforms.facebook import FacebookWriter

# Initialize writer
writer = FacebookWriter(
    host="192.168.x.x",
    port=9200,
    user="your_username",
    password="your_password",
    verify_certs=False
)

# Single post
post = crawled_facebook(...)
writer.save(post)

# Multiple posts (bulk)
posts = crawled_facebook_bulk(...)
writer.save_bulk(posts)

Publishing to PyPI

If you are the maintainer, follow these steps to publish a new version:

1. Update version in pyproject.toml (e.g., 0.2.0).

2. Install build tools:

   pip install build twine
   

3. Build the package:

   # Remove old builds
   rmdir /s /q dist build 2>nul
   # Build new artifacts
   python -m build
   

4. Upload to PyPI:

   python -m twine upload dist/*
   

5. Authentication: When prompted for a username and password:

   • Username: __token__
   • Password: pypi-your-api-token-here (including the pypi- prefix)

   Note: You can also configure this in a .pypirc file in your home directory to skip manual entry.