From 749c96943b8d1a85d4d2a660d68365ebb0e64a4a Mon Sep 17 00:00:00 2001
From: Zavli Juwantara <zavli.juwantara@kumparan.com>
Date: Thu, 4 Jul 2024 07:56:51 +0700
Subject: [PATCH 01/11] feature: update model and fix vulnerabilities library

---
 Makefile       |    9 +
 poetry.lock    | 1102 ++++++++++++++++++++++++++++++++++++++++++++++++
 pyproject.toml |   31 ++
 3 files changed, 1142 insertions(+)
 create mode 100644 Makefile
 create mode 100644 poetry.lock
 create mode 100644 pyproject.toml

diff --git a/Makefile b/Makefile
new file mode 100644
index 0000000..e4377af
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,9 @@
+run-formatter:
+	isort .
+	black .
+.PHONY: run-formatter
+
+# Run test
+test:
+	pytest
+.PHONY: test
\ No newline at end of file
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..a5230d9
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,1102 @@
+# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+
+[[package]]
+name = "black"
+version = "24.4.2"
+description = "The uncompromising code formatter."
+optional = false
+python-versions = ">=3.8"
+files = [
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+typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
+
+[package.extras]
+colorama = ["colorama (>=0.4.3)"]
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+
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+    {file = "scipy-1.13.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:637e98dcf185ba7f8e663e122ebf908c4702420477ae52a04f9908707456ba4d"},
+    {file = "scipy-1.13.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:a014c2b3697bde71724244f63de2476925596c24285c7a637364761f8710891c"},
+    {file = "scipy-1.13.1-cp39-cp39-win_amd64.whl", hash = "sha256:392e4ec766654852c25ebad4f64e4e584cf19820b980bc04960bca0b0cd6eaa2"},
+    {file = "scipy-1.13.1.tar.gz", hash = "sha256:095a87a0312b08dfd6a6155cbbd310a8c51800fc931b8c0b84003014b874ed3c"},
+]
+
+[package.dependencies]
+numpy = ">=1.22.4,<2.3"
+
+[package.extras]
+dev = ["cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy", "pycodestyle", "pydevtool", "rich-click", "ruff", "types-psutil", "typing_extensions"]
+doc = ["jupyterlite-pyodide-kernel", "jupyterlite-sphinx (>=0.12.0)", "jupytext", "matplotlib (>=3.5)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (>=0.15.2)", "sphinx (>=5.0.0)", "sphinx-design (>=0.4.0)"]
+test = ["array-api-strict", "asv", "gmpy2", "hypothesis (>=6.30)", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
+
+[[package]]
+name = "six"
+version = "1.16.0"
+description = "Python 2 and 3 compatibility utilities"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+files = [
+    {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
+    {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
+]
+
+[[package]]
+name = "sortedcontainers"
+version = "2.4.0"
+description = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set"
+optional = false
+python-versions = "*"
+files = [
+    {file = "sortedcontainers-2.4.0-py2.py3-none-any.whl", hash = "sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0"},
+    {file = "sortedcontainers-2.4.0.tar.gz", hash = "sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88"},
+]
+
+[[package]]
+name = "threadpoolctl"
+version = "3.5.0"
+description = "threadpoolctl"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "threadpoolctl-3.5.0-py3-none-any.whl", hash = "sha256:56c1e26c150397e58c4926da8eeee87533b1e32bef131bd4bf6a2f45f3185467"},
+    {file = "threadpoolctl-3.5.0.tar.gz", hash = "sha256:082433502dd922bf738de0d8bcc4fdcbf0979ff44c42bd40f5af8a282f6fa107"},
+]
+
+[[package]]
+name = "toml"
+version = "0.10.2"
+description = "Python Library for Tom's Obvious, Minimal Language"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+files = [
+    {file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"},
+    {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
+]
+
+[[package]]
+name = "tomli"
+version = "2.0.1"
+description = "A lil' TOML parser"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
+    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
+]
+
+[[package]]
+name = "tqdm"
+version = "4.66.4"
+description = "Fast, Extensible Progress Meter"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tqdm-4.66.4-py3-none-any.whl", hash = "sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644"},
+    {file = "tqdm-4.66.4.tar.gz", hash = "sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
+notebook = ["ipywidgets (>=6)"]
+slack = ["slack-sdk"]
+telegram = ["requests"]
+
+[[package]]
+name = "typing-extensions"
+version = "4.12.2"
+description = "Backported and Experimental Type Hints for Python 3.8+"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
+    {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
+]
+
+[[package]]
+name = "urllib3"
+version = "2.2.2"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"},
+    {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"},
+]
+
+[package.extras]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+h2 = ["h2 (>=4,<5)"]
+socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
+zstd = ["zstandard (>=0.18.0)"]
+
+[[package]]
+name = "webencodings"
+version = "0.5.1"
+description = "Character encoding aliases for legacy web content"
+optional = false
+python-versions = "*"
+files = [
+    {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
+    {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
+]
+
+[[package]]
+name = "wget"
+version = "3.2"
+description = "pure python download utility"
+optional = false
+python-versions = "*"
+files = [
+    {file = "wget-3.2.zip", hash = "sha256:35e630eca2aa50ce998b9b1a127bb26b30dfee573702782aa982f875e3f16061"},
+]
+
+[metadata]
+lock-version = "2.0"
+python-versions = ">=3.9,<3.12"
+content-hash = "532061fe1b2f3f2564ceffe2ca828a949f13736c8cbb6e6ae5879838b24f3baa"
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..f3aa6da
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,31 @@
+[tool.poetry]
+name = "nlp-id"
+version = "0.1.16.0"
+description = "Kumparan's NLP Services"
+authors = ["Zavli Juwantara <zavli.juwantara@kumparan.com>"]
+repository = "https://github.com/kumparan/NLP-ID"
+maintainers = [
+    "Frandy Eddy <eddy.frandy@gmail.com>",
+    "Dhanang Hadhi Sasmita <dhananghadhi@gmail.com>",
+    "Aslam Hadi H<aslam.hadi@kumparan.com>",
+    "Ghefira Nur Fatimah Widyasari<ghefira.fatimah@kumparan.com>"
+]
+license = "MIT"
+readme = "README.md"
+
+[tool.poetry.dependencies]
+python = ">=3.9,<3.12"
+scikit-learn = "1.5.1"
+nltk = "3.8.1"
+wget = "3.2"
+
+
+[tool.poetry.group.dev.dependencies]
+pytest = "8.2.2"
+pip-audit = "2.7.3"
+black = "24.4.2"
+isort = "5.13.2"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"

From 0c8e33a7cd428cce1e8b2f8a96ad12af02fffa8c Mon Sep 17 00:00:00 2001
From: Zavli Juwantara <zavli.juwantara@kumparan.com>
Date: Thu, 4 Jul 2024 09:48:45 +0700
Subject: [PATCH 02/11] add huggingface hub

---
 nlp_id/postag.py |  15 +++---
 poetry.lock      | 135 ++++++++++++++++++++++++++++++++++++++++++++++-
 pyproject.toml   |   1 +
 3 files changed, 142 insertions(+), 9 deletions(-)

diff --git a/nlp_id/postag.py b/nlp_id/postag.py
index a1a806f..a48df1e 100644
--- a/nlp_id/postag.py
+++ b/nlp_id/postag.py
@@ -1,8 +1,8 @@
 import nltk
 import os
 import pickle
-import warnings
-import wget
+import logging
+from huggingface_hub import hf_hub_download
 from nlp_id import tokenizer
 from nltk.tree import Tree
 from sklearn.ensemble import RandomForestClassifier
@@ -15,7 +15,8 @@ def __init__(self, model_path=None):
         self.current_dir = os.path.dirname(os.path.realpath(__file__))
         if not model_path:
             folder_name = "data"
-            file_name = "postagger_v9.pkl"
+            repo_id = "zavliju/tes_upload" # need to change
+            file_name = "postagger_v10.pkl"
 
             folder_path = os.path.join(self.current_dir, folder_name)
             model_path = os.path.join(folder_path, file_name)
@@ -36,15 +37,13 @@ def __init__(self, model_path=None):
                         print("Removed", pickle_file)
                 else:
                     print("No model removed")
-                warnings.warn("Downloading model ..")
-                url = "https://storage.googleapis.com/kumparan-public-bucket/nlp-id/{}".format(
-                    file_name
-                )
-                wget.download(url, model_path)
+                logging.info("Downloading model ..")
+                model_path = hf_hub_download(repo_id=repo_id, filename=file_name)
         self.clf = self.load_model(model_path)
         self.tokenizer = tokenizer.Tokenizer()
 
     def load_model(self, model_path):
+        print(model_path)
         pickle_in = open(model_path, "rb")
         load_data = pickle.load(pickle_in)
         return load_data
diff --git a/poetry.lock b/poetry.lock
index a5230d9..be2228d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -276,6 +276,45 @@ docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1
 testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8.0.1)", "pytest (>=7.4.3)", "pytest-asyncio (>=0.21)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)", "virtualenv (>=20.26.2)"]
 typing = ["typing-extensions (>=4.8)"]
 
+[[package]]
+name = "fsspec"
+version = "2024.6.1"
+description = "File-system specification"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "fsspec-2024.6.1-py3-none-any.whl", hash = "sha256:3cb443f8bcd2efb31295a5b9fdb02aee81d8452c80d28f97a6d0959e6cee101e"},
+    {file = "fsspec-2024.6.1.tar.gz", hash = "sha256:fad7d7e209dd4c1208e3bbfda706620e0da5142bebbd9c384afb95b07e798e49"},
+]
+
+[package.extras]
+abfs = ["adlfs"]
+adl = ["adlfs"]
+arrow = ["pyarrow (>=1)"]
+dask = ["dask", "distributed"]
+dev = ["pre-commit", "ruff"]
+doc = ["numpydoc", "sphinx", "sphinx-design", "sphinx-rtd-theme", "yarl"]
+dropbox = ["dropbox", "dropboxdrivefs", "requests"]
+full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
+fuse = ["fusepy"]
+gcs = ["gcsfs"]
+git = ["pygit2"]
+github = ["requests"]
+gs = ["gcsfs"]
+gui = ["panel"]
+hdfs = ["pyarrow (>=1)"]
+http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)"]
+libarchive = ["libarchive-c"]
+oci = ["ocifs"]
+s3 = ["s3fs"]
+sftp = ["paramiko"]
+smb = ["smbprotocol"]
+ssh = ["paramiko"]
+test = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "numpy", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "requests"]
+test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask-expr", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"]
+test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"]
+tqdm = ["tqdm"]
+
 [[package]]
 name = "html5lib"
 version = "1.1"
@@ -297,6 +336,40 @@ chardet = ["chardet (>=2.2)"]
 genshi = ["genshi"]
 lxml = ["lxml"]
 
+[[package]]
+name = "huggingface-hub"
+version = "0.23.4"
+description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
+optional = false
+python-versions = ">=3.8.0"
+files = [
+    {file = "huggingface_hub-0.23.4-py3-none-any.whl", hash = "sha256:3a0b957aa87150addf0cc7bd71b4d954b78e749850e1e7fb29ebbd2db64ca037"},
+    {file = "huggingface_hub-0.23.4.tar.gz", hash = "sha256:35d99016433900e44ae7efe1c209164a5a81dbbcd53a52f99c281dcd7ce22431"},
+]
+
+[package.dependencies]
+filelock = "*"
+fsspec = ">=2023.5.0"
+packaging = ">=20.9"
+pyyaml = ">=5.1"
+requests = "*"
+tqdm = ">=4.42.1"
+typing-extensions = ">=3.7.4.3"
+
+[package.extras]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio", "jedi", "minijinja (>=1.0)", "mypy (==1.5.1)", "numpy", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.3.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+cli = ["InquirerPy (==0.3.4)"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio", "jedi", "minijinja (>=1.0)", "mypy (==1.5.1)", "numpy", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.3.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
+hf-transfer = ["hf-transfer (>=0.1.4)"]
+inference = ["aiohttp", "minijinja (>=1.0)"]
+quality = ["mypy (==1.5.1)", "ruff (>=0.3.0)"]
+tensorflow = ["graphviz", "pydot", "tensorflow"]
+tensorflow-testing = ["keras (<3.0)", "tensorflow"]
+testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio", "jedi", "minijinja (>=1.0)", "numpy", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
+torch = ["safetensors", "torch"]
+typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"]
+
 [[package]]
 name = "idna"
 version = "3.7"
@@ -758,6 +831,66 @@ tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 [package.extras]
 dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
+[[package]]
+name = "pyyaml"
+version = "6.0.1"
+description = "YAML parser and emitter for Python"
+optional = false
+python-versions = ">=3.6"
+files = [
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+    {file = "PyYAML-6.0.1-cp39-cp39-win32.whl", hash = "sha256:faca3bdcf85b2fc05d06ff3fbc1f83e1391b3e724afa3feba7d13eeab355484c"},
+    {file = "PyYAML-6.0.1-cp39-cp39-win_amd64.whl", hash = "sha256:510c9deebc5c0225e8c96813043e62b680ba2f9c50a08d3724c7f28a747d1486"},
+    {file = "PyYAML-6.0.1.tar.gz", hash = "sha256:bfdf460b1736c775f2ba9f6a92bca30bc2095067b8a9d77876d1fad6cc3b4a43"},
+]
+
 [[package]]
 name = "regex"
 version = "2024.5.15"
@@ -1099,4 +1232,4 @@ files = [
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "532061fe1b2f3f2564ceffe2ca828a949f13736c8cbb6e6ae5879838b24f3baa"
+content-hash = "7ee1ec8622172d1cc28a00c046d998f1f01d04c6aa5cfffec40e0430546a8ee8"
diff --git a/pyproject.toml b/pyproject.toml
index f3aa6da..f79a925 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -18,6 +18,7 @@ python = ">=3.9,<3.12"
 scikit-learn = "1.5.1"
 nltk = "3.8.1"
 wget = "3.2"
+huggingface-hub = "0.23.4"
 
 
 [tool.poetry.group.dev.dependencies]

From 8ad03d536936bc8d8907f706e16c11edec9cced3 Mon Sep 17 00:00:00 2001
From: Zavli Juwantara <zavli.juwantara@kumparan.com>
Date: Thu, 4 Jul 2024 09:51:02 +0700
Subject: [PATCH 03/11] add workflows

---
 .github/workflows/ci.yml | 40 ++++++++++++++++++++++++++++++++++++++++
 1 file changed, 40 insertions(+)
 create mode 100644 .github/workflows/ci.yml

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..01d79ff
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,40 @@
+name: python
+
+on: [pull_request]
+
+jobs:
+  test:
+    runs-on: ubuntu-latest
+
+    steps:
+    - name: Checkout repository
+      uses: actions/checkout@v3
+
+    - name: Setup Python 3.11
+      uses: actions/setup-python@v4
+      with:
+        python-version: '3.11'
+
+    - name: Install Poetry
+      run: |
+        pip install poetry==1.8.2
+
+    - name: Install dependencies
+      run: |
+        poetry config virtualenvs.create false && poetry install --only main
+
+    - name: Build package
+      run: |
+        poetry build
+
+    - name: Verify dist directory
+      run: |
+        ls -l dist
+
+    - name: Install built package
+      run: |
+        pip install dist/*.whl
+
+    - name: Run tests
+      run: |
+        make test
\ No newline at end of file

From 38852419ddb5a2c3cf15c9244b2f48343b8b1396 Mon Sep 17 00:00:00 2001
From: Zavli Juwantara <zavli.juwantara@kumparan.com>
Date: Thu, 4 Jul 2024 09:52:30 +0700
Subject: [PATCH 04/11] remove some files

---
 setup.cfg |  2 --
 setup.py  | 30 ------------------------------
 2 files changed, 32 deletions(-)
 delete mode 100644 setup.cfg
 delete mode 100644 setup.py

diff --git a/setup.cfg b/setup.cfg
deleted file mode 100644
index 224a779..0000000
--- a/setup.cfg
+++ /dev/null
@@ -1,2 +0,0 @@
-[metadata]
-description-file = README.md
\ No newline at end of file
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 472f1de..0000000
--- a/setup.py
+++ /dev/null
@@ -1,30 +0,0 @@
-from setuptools import setup
-
-# Package details
-setup(
-    name="nlp_id",
-    packages=["nlp_id"],
-    version="0.1.15.0",
-    license="MIT",
-    description="Kumparan's NLP Services",
-    long_description=open("README.md", "r").read(),
-    long_description_content_type="text/markdown",
-    author="Frandy Eddy, Dhanang Hadhi Sasmita, Zavli Juwantara",
-    author_email="eddy.frandy@gmail.com, dhananghadhi@gmail.com, juwantaraz@gmail.com",
-    url="https://github.com/kumparan/nlp-id",
-    keywords=["Indonesian", "Bahasa", "NLP"],
-    package_data={
-        "": ["data/*"],
-    },
-    install_requires=["scikit-learn==1.2.2", "nltk==3.8.1", "wget==3.2", "pytest==7.3.1"],
-    classifiers=[
-        "Development Status :: 3 - Alpha",
-        "Intended Audience :: Science/Research",
-        "Topic :: Text Processing :: Linguistic",
-        "License :: OSI Approved :: MIT License",
-        "Programming Language :: Python :: 3.8",
-        "Programming Language :: Python :: 3.9",
-        "Programming Language :: Python :: 3.10",
-        "Programming Language :: Python :: 3.11"
-    ],
-)

From c9f3f3c1ccf94b88fe9549754fb99a5a78c41f66 Mon Sep 17 00:00:00 2001
From: Zavli Juwantara <zavli.juwantara@kumparan.com>
Date: Thu, 4 Jul 2024 09:57:38 +0700
Subject: [PATCH 05/11] update ci

---
 .github/workflows/ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 01d79ff..b0c3007 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -21,7 +21,7 @@ jobs:
 
     - name: Install dependencies
       run: |
-        poetry config virtualenvs.create false && poetry install --only main
+        poetry config virtualenvs.create false && poetry install
 
     - name: Build package
       run: |

From aeb52cbf4c3827abcee9847f70b7a7c3cf6ad277 Mon Sep 17 00:00:00 2001
From: Zavli Juwantara <zavli.juwantara@kumparan.com>
Date: Thu, 4 Jul 2024 10:02:40 +0700
Subject: [PATCH 06/11] update ci

---
 .github/workflows/ci.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index b0c3007..4471964 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -22,6 +22,7 @@ jobs:
     - name: Install dependencies
       run: |
         poetry config virtualenvs.create false && poetry install
+        poetry python -m nltk.downloader punkt  
 
     - name: Build package
       run: |

From 703af6f39122bca92905361878c0ddac53a1f183 Mon Sep 17 00:00:00 2001
From: Zavli Juwantara <zavli.juwantara@kumparan.com>
Date: Thu, 4 Jul 2024 10:03:50 +0700
Subject: [PATCH 07/11] update ci

---
 .github/workflows/ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 4471964..bde48b1 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -22,7 +22,7 @@ jobs:
     - name: Install dependencies
       run: |
         poetry config virtualenvs.create false && poetry install
-        poetry python -m nltk.downloader punkt  
+        python -m nltk.downloader punkt  
 
     - name: Build package
       run: |

From 9f79a2de72c595564416b407b051b1141f970b71 Mon Sep 17 00:00:00 2001
From: Zavli Juwantara <zavli.juwantara@kumparan.com>
Date: Thu, 4 Jul 2024 10:07:23 +0700
Subject: [PATCH 08/11] update ci

---
 .github/workflows/ci.yml | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index bde48b1..47195cb 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -24,6 +24,11 @@ jobs:
         poetry config virtualenvs.create false && poetry install
         python -m nltk.downloader punkt  
 
+    - name: Vulnerabilities checker
+      run: |
+        poetry export --without-hashes --format=requirements.txt > requirements.txt
+        poetry run pip-audit -r requirements.txt
+
     - name: Build package
       run: |
         poetry build

From 5b7efa19087c0cea6c88e2ced56e3314e0ffef62 Mon Sep 17 00:00:00 2001
From: Zavli Juwantara <zavli.juwantara@kumparan.com>
Date: Thu, 4 Jul 2024 10:17:06 +0700
Subject: [PATCH 09/11] remove some print

---
 nlp_id/postag.py | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/nlp_id/postag.py b/nlp_id/postag.py
index a48df1e..9fbc051 100644
--- a/nlp_id/postag.py
+++ b/nlp_id/postag.py
@@ -15,7 +15,7 @@ def __init__(self, model_path=None):
         self.current_dir = os.path.dirname(os.path.realpath(__file__))
         if not model_path:
             folder_name = "data"
-            repo_id = "zavliju/tes_upload" # need to change
+            repo_id = "zavliju/tes_upload"  # TODO need to change
             file_name = "postagger_v10.pkl"
 
             folder_path = os.path.join(self.current_dir, folder_name)
@@ -43,7 +43,6 @@ def __init__(self, model_path=None):
         self.tokenizer = tokenizer.Tokenizer()
 
     def load_model(self, model_path):
-        print(model_path)
         pickle_in = open(model_path, "rb")
         load_data = pickle.load(pickle_in)
         return load_data

From 03dc924d81462964a62920107d321b0120ba0acb Mon Sep 17 00:00:00 2001
From: Zavli Juwantara <zavli.juwantara@kumparan.com>
Date: Thu, 4 Jul 2024 10:31:49 +0700
Subject: [PATCH 10/11] update logging

---
 nlp_id/postag.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/nlp_id/postag.py b/nlp_id/postag.py
index 9fbc051..f9b5aeb 100644
--- a/nlp_id/postag.py
+++ b/nlp_id/postag.py
@@ -34,9 +34,9 @@ def __init__(self, model_path=None):
                 if all_pickle:
                     for pickle_file in all_pickle:
                         os.remove(pickle_file)
-                        print("Removed", pickle_file)
+                        logging.info("Removed", pickle_file)
                 else:
-                    print("No model removed")
+                    logging.info("No model removed")
                 logging.info("Downloading model ..")
                 model_path = hf_hub_download(repo_id=repo_id, filename=file_name)
         self.clf = self.load_model(model_path)

From 7e7de673e88e9f141d7c74e92fdb74c5ccbe6edc Mon Sep 17 00:00:00 2001
From: Zavli Juwantara <zavli.juwantara@kumparan.com>
Date: Thu, 4 Jul 2024 12:27:03 +0700
Subject: [PATCH 11/11] update huggingface repo

---
 nlp_id/postag.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/nlp_id/postag.py b/nlp_id/postag.py
index f9b5aeb..29724d8 100644
--- a/nlp_id/postag.py
+++ b/nlp_id/postag.py
@@ -15,7 +15,7 @@ def __init__(self, model_path=None):
         self.current_dir = os.path.dirname(os.path.realpath(__file__))
         if not model_path:
             folder_name = "data"
-            repo_id = "zavliju/tes_upload"  # TODO need to change
+            repo_id = "kumparanai/postagger"
             file_name = "postagger_v10.pkl"
 
             folder_path = os.path.join(self.current_dir, folder_name)