added contact us feature

.vs/ProjectSettings.json

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+{
+  "CurrentProjectSetting": null
+}

.vs/VSWorkspaceState.json

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+{
+  "ExpandedNodes": [
+    ""
+  ],
+  "SelectedNode": "\\app.py",
+  "PreviewInSolutionExplorer": false
+}

app.py

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+import pandas as pd
+from utils.fertilizer import fertilizer_dic
+import numpy as np
+from flask import Flask, render_template, request, Markup
+import requests
+import pickle
+from flask_mail import Mail, Message
+from config import mail_username, mail_password
+# --------- 
+
+crop_translator = {
+    'rice' : 'riz',
+    'maize' : 'maïs',
+    'chickpea' : 'pois chiche',
+    'kidneybeans' : 'haricots rénaux',
+    'pigeonpeas' : "pois d'Angole",
+    'mothbeans' : 'haricots papillon',
+    'mungbean' : 'haricot mungo',
+    'blackgram' : 'mâle',
+    'lentil' : 'lentille',
+    'pomegranate' : 'grenade',
+    'banana' : 'banane',
+    'mango' : 'mangue',
+    'grapes' : 'les raisins',
+    'watermelon' : 'pastèque',
+    'muskmelon' : 'cantaloup',
+    'apple' : 'pomme',
+    'orange' : 'orange',
+    'papaya' : 'papaye',
+    'coconut' : 'noix de coco',
+    'cotton' : 'coton',
+    'jute' : 'jute',
+    'coffee' : 'café'
+}
+inv_crop_translator = {v : k for k, v in crop_translator.items()}
+# ---------
+def city_name_separater(city_name):
+        x = city_name.split(' ')
+        if len(x) != 1:
+            result = ""
+            for i in range(len(x)):
+                result += x[i] + "+"
+            return result[:-1]
+        else :
+            return city_name
+
+def weather_fetch(city_name):
+    city = city_name_separater(city_name)
+    """
+    Fetch and returns the temperature and humidity of a city
+    :params: city_name
+    :return: temperature, humidity
+    """
+    api_key = "9d7cde1f6d07ec55650544be1631307e"
+    base_url = "http://api.openweathermap.org/data/2.5/weather?"
+
+    complete_url = base_url + "appid=" + api_key + "&q=" + city
+    response = requests.get(complete_url)
+    x = response.json()
+
+
+    if x["cod"] != "404":
+        y = x["main"]
+        temperature = round((y["temp"] - 273.15), 2)
+        humidity = y["humidity"]
+        return temperature, humidity
+    else:
+        return None
+
+
+
+crop_recommendation_model_path = 'models/RandomForest.pkl'
+crop_recommendation_model = pickle.load(
+    open(crop_recommendation_model_path, 'rb'))
+
+
+# ---------
+app = Flask(__name__)
+
+app.config['MAIL_SERVER'] = 'smtp.gmail.com'
+app.config['MAIL_PORT'] = 587
+app.config['MAIL_USE_TLS'] = True
+app.config['MAIL_USE_SSL'] = False
+app.config["MAIL_USERNAME"] = mail_username
+app.config["MAIL_PASSWORD"] = mail_password
+mail = Mail(app)
+
+#render Accueil page
+@ app.route('/')
+def Accueil():
+    title = 'AIfarm - Accueil'
+    return render_template('index.html', title=title)
+
+#render Recommandation de culture form page
+@ app.route('/culture-recommandation')
+def crop_recommendation():
+    title = 'AIfarm - Recommandation de culture'
+    return render_template('crops.html', title=title)
+
+#render Recommandation de culture result page
+@ app.route('/culture-predire', methods=['POST'])
+def crop_prediction():
+    title = 'AIfarm - Recommandation de culture'
+    if request.method == 'POST':
+        N = int(request.form['nitrogen'])
+        P = int(request.form['phosphorous'])
+        K = int(request.form['potassium'])
+        ph = float(request.form['ph'])
+        rainfall = float(request.form['rainfall'])
+        city = request.form['city']
+        if weather_fetch(city) != None:
+            temperature, humidity = weather_fetch(city)
+            data = np.array([[N, P, K, temperature, humidity, ph, rainfall]])
+            my_prediction = crop_recommendation_model.predict(data)
+            final_prediction = crop_translator[my_prediction[0]]
+
+            return render_template('crop_prediction.html', prediction=final_prediction, title=title)
+
+        else:
+            return render_template('try_again.html', title=title)
+
+# --------
+
+#render fertilizer recommendation form page
+@app.route('/engrais-recommandation')
+def fertilizer_recommendation():
+    title = 'AIfarm - Engrais recommandatoin'
+    return render_template('fertilizer.html', title=title)
+
+#render fertilizer results page
+@app.route('/engrais-predire', methods=['POST'])
+def fert_recommend():
+    title = 'AIfarm - Engrais recommandation'
+
+    crop_name_fr = str(request.form['cropname'])
+    crop_name = inv_crop_translator[crop_name_fr]
+    print(crop_name)
+    N = int(request.form['nitrogen'])
+    P = int(request.form['phosphorous'])
+    K = int(request.form['potassium'])
+    # ph = float(request.form['ph'])
+
+    df = pd.read_csv('data/fertilizer.csv')
+
+    nr = df[df['Crop'] == crop_name]['N'].iloc[0]
+    pr = df[df['Crop'] == crop_name]['P'].iloc[0]
+    kr = df[df['Crop'] == crop_name]['K'].iloc[0]
+
+    n = nr - N
+    p = pr - P
+    k = kr - K
+
+    temp = {abs(n): "N", abs(p): "P", abs(k): "K"}
+    max_value = temp[max(temp.keys())]
+    if max(temp) == 0:
+        key = 'Allgood'
+    else:
+        if max_value == "N":
+            if n < 0:
+                key = 'NHigh'
+            else:
+                key = "Nlow"
+        elif max_value == "P":
+            if p < 0:
+                key = 'PHigh'
+            else:
+                key = "Plow"
+        else: 
+            if k < 0:
+                key = 'KHigh'
+            else:
+                key = "Klow"
+    response = Markup(str(fertilizer_dic[key]))
+
+    return render_template('fertilizer_prediction.html', recommendation=response, title=title)
+
+# --------
+
+#render services page
+@app.route('/services')
+def services():
+    title = 'AIfarm - Services'
+    return render_template('service-page.html', title=title)
+
+# --------
+
+#render contact-us page
+@app.route('/contact-us', methods=['GET', 'POST'])
+def contact_us():
+    title = 'AIfarm - contact-us'
+    if request.method =='POST':
+            name = str(request.form['name'])
+            subject = str(request.form['subject'])
+            email = request.form['email']
+            message = str(request.form['message'])
+
+            msg = Message(subject=f'Mail from {name}', body=f"Nom: {name}\nE-mail: {email}\nObjet: {subject}\n\n\nMessage: {message}", sender=mail_username, recipients=['[email protected]', '[email protected]'] )
+            print(msg)
+            mail.send(msg)
+            return render_template('contact-us.html', success=True)
+
+
+    return render_template('contact-us.html', title=title)
+
+# --------
+
+
+# --------
+if __name__ == '__main__':
+    app.run(debug=False)

config.py

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+mail_username = "[email protected]"
+mail_password = "xgewrxrkpacbqtwu"

data/fertilizer.csv

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+,Crop,N,P,K,pH,soil_moisture
+0,rice,80,40,40,5.5,30
+3,maize,80,40,20,5.5,50
+5,chickpea,40,60,80,5.5,60
+12,kidneybeans,20,60,20,5.5,45
+13,pigeonpeas,20,60,20,5.5,45
+14,mothbeans,20,40,20,5.5,30
+15,mungbean,20,40,20,5.5,80
+18,blackgram,40,60,20,5,60
+24,lentil,20,60,20,5.5,90
+60,pomegranate,20,10,40,5.5,30
+61,banana,100,75,50,6.5,40
+62,mango,20,20,30,5,15
+63,grapes,20,125,200,4,60
+66,watermelon,100,10,50,5.5,70
+67,muskmelon,100,10,50,5.5,30
+69,apple,20,125,200,6.5,50
+74,orange,20,10,10,4,60
+75,papaya,50,50,50,6,20
+88,coconut,20,10,30,5,45
+93,cotton,120,40,20,5.5,70
+94,jute,80,40,40,5.5,20
+95,coffee,100,20,30,5.5,20