adjusted README

.idea/.gitignore

@@ -0,0 +1,3 @@
+# Default ignored files
+/shelf/
+/workspace.xml

.idea/SUML_CI-CD.iml

@@ -0,0 +1,12 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+  <component name="PyDocumentationSettings">
+    <option name="format" value="GOOGLE" />
+    <option name="myDocStringFormat" value="Google" />
+  </component>
+</module>

.idea/inspectionProfiles/Project_Default.xml

@@ -0,0 +1,13 @@
+<component name="InspectionProjectProfileManager">
+  <profile version="1.0">
+    <option name="myName" value="Project Default" />
+    <inspection_tool class="PyUnresolvedReferencesInspection" enabled="true" level="WARNING" enabled_by_default="true">
+      <option name="ignoredIdentifiers">
+        <list>
+          <option value="streamlit" />
+          <option value="pandas" />
+        </list>
+      </option>
+    </inspection_tool>
+  </profile>
+</component>

.idea/inspectionProfiles/profiles_settings.xml

@@ -0,0 +1,6 @@
+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>

.idea/modules.xml

@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/SUML_CI-CD.iml" filepath="$PROJECT_DIR$/.idea/SUML_CI-CD.iml" />
+    </modules>
+  </component>
+</project>

.idea/vcs.xml

@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="" vcs="Git" />
+  </component>
+</project>

README.md

@@ -5,7 +5,7 @@ colorFrom: indigo
 colorTo: yellow
 sdk: gradio
 sdk_version: 5.34.0
-app_file: app.py
+app_file: add_click_app.py
 pinned: false
 license: apache-2.0
 ---

drug_app.py

@@ -1,54 +0,0 @@
-import gradio as gr
-import skops.io as sio
-
-# Załaduj model - podaj trusted! (to na 99% będzie numpy.dtype)
-pipe = sio.load("./Model/drug_pipeline.skops", trusted=["numpy.dtype"])
-
-def predict_drug(age, sex, blood_pressure, cholesterol, na_to_k_ratio):
-    """
-    Predict drugs based on patient features.
-
-    Args:
-        age (int): Age of patient
-        sex (str): Sex of patient 
-        blood_pressure (str): Blood pressure level
-        cholesterol (str): Cholesterol level
-        na_to_k_ratio (float): Ratio of sodium to potassium in blood
-
-    Returns:
-        str: Predicted drug label
-    """
-    features = [age, sex, blood_pressure, cholesterol, na_to_k_ratio]
-    predicted_drug = pipe.predict([features])[0]
-    label = f"Predicted Drug: {predicted_drug}"
-    return label
-
-inputs = [
-    gr.Slider(15, 74, step=1, label="Age"),
-    gr.Radio(["M", "F"], label="Sex"),
-    gr.Radio(["HIGH", "LOW", "NORMAL"], label="Blood Pressure"),
-    gr.Radio(["HIGH", "NORMAL"], label="Cholesterol"),
-    gr.Slider(6.2, 38.2, step=0.1, label="Na_to_K"),
-]
-outputs = gr.Label()  # Jeśli chcesz tylko label jako tekst
-
-examples = [
-    [30, "M", "HIGH", "NORMAL", 15.4],
-    [35, "F", "LOW", "NORMAL", 8],
-    [50, "M", "HIGH", "HIGH", 34],
-]
-
-title = "Drug Classification"
-description = "Enter the details to correctly identify Drug type?"
-article = "This app is a part of the Beginner's Guide to CI/CD for Machine Learning. It teaches how to automate training, evaluation, and deployment of models to Hugging Face using GitHub Actions."
-
-gr.Interface(
-    fn=predict_drug,
-    inputs=inputs,
-    outputs=outputs,
-    examples=examples,
-    title=title,
-    description=description,
-    article=article,
-    theme=gr.themes.Soft(),
-).launch()