feature/update model and fix vulnerabilities library

.github/workflows/ci.yml

@@ -0,0 +1,46 @@
+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
+        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
+
+    - name: Verify dist directory
+      run: |
+        ls -l dist
+
+    - name: Install built package
+      run: |
+        pip install dist/*.whl
+
+    - name: Run tests
+      run: |
+        make test

Makefile

@@ -0,0 +1,9 @@
+run-formatter:
+	isort .
+	black .
+.PHONY: run-formatter
+
+# Run test
+test:
+	pytest
+.PHONY: test

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"  # TODO 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)
@@ -33,14 +34,11 @@ 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")
-                warnings.warn("Downloading model ..")
-                url = "https://storage.googleapis.com/kumparan-public-bucket/nlp-id/{}".format(
-                    file_name
-                )
-                wget.download(url, model_path)
+                    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)
         self.tokenizer = tokenizer.Tokenizer()
 

pyproject.toml

@@ -0,0 +1,32 @@
+[tool.poetry]
+name = "nlp-id"
+version = "0.1.16.0"
+description = "Kumparan's NLP Services"
+authors = ["Zavli Juwantara <[email protected]>"]
+repository = "https://github.com/kumparan/NLP-ID"
+maintainers = [
+    "Frandy Eddy <[email protected]>",
+    "Dhanang Hadhi Sasmita <[email protected]>",
+    "Aslam Hadi H<[email protected]>",
+    "Ghefira Nur Fatimah Widyasari<[email protected]>"
+]
+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"
+huggingface-hub = "0.23.4"
+
+
+[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"