Merge branch 'feature/IT20233808/soilBasedCropRecommendation' into 'master'

Feature/it20233808/soil based crop recommendation

See merge request !13

Soil Analyzer and Optimized Crop Finder - IT20233808/RP-MobileAPP-FE/App.js

 import { StyleSheet, Text, View } from 'react-native';
 import { NavigationContainer } from "@react-navigation/native";
 import { createNativeStackNavigator } from "@react-navigation/native-stack";
-import TestWithButton from './components/recomendationComponentsBySoil/TestWithButton';
 import SoilDataOptions from './components/recomendationComponentsBySoil/SoilDataOptions';
 import ManualSoilData from './components/recomendationComponentsBySoil/ManualSoilData';
 import MostSutaibleCrops from './components/recomendationComponentsBySoil/MostSutaibleCrops';
-import CreateCropRotaionPlan from './components/cropRotationPlanner/cropRotationCreation';
 import HomePage from './components/common/Home';
 import WeatherApp from './components/weatherCrop/Weatherpredict';
 import WeatherData from './components/weatherCrop/WeatherData';
 import WeatherDataOptions from './components/weatherCrop/WeatherDataOptions';
 import CropRotationResponse from './components/cropRotationPlanner/CropRotationResponse';
 import Crops from './components/weatherCrop/Crops';
-
+import CreateCropRotaionPlan from './components/cropRotationPlanner/CropRotationCreation';
+import AgriExpertSolution from './components/agriExpertComponent/AgriExpertSolution';
+import NutrientSlider from './components/agriExpertComponent/NutrientSelect';
+import CustomCrop from './components/recomendationComponentsBySoil/CustomCrop';
+import CustomCropSelect from './components/recomendationComponentsBySoil/CustomCropSelect';
 
 
 export default function App() {
@@ -24,13 +26,17 @@ export default function App() {
     <Stack.Screen name="Soil Data Options" component={SoilDataOptions}/>
     <Stack.Screen name="Most Suitable Crops" component={MostSutaibleCrops}/>
     <Stack.Screen name="Add Soil Data Manually " component={ManualSoilData}/>
-    <Stack.Screen name="TestWithButton" component={TestWithButton}/>
     <Stack.Screen name="Create Crop Rotation Plan" component={CreateCropRotaionPlan}/>
     <Stack.Screen name="Crop Rotation Plan" component={CropRotationResponse}/>
     <Stack.Screen name="Weather Data Options" component={WeatherDataOptions} />
     <Stack.Screen name="Weather Data" component={WeatherData} />
     <Stack.Screen name="Crops" component={Crops} />
     <Stack.Screen name='Weather Predict' component={WeatherApp} />
+    <Stack.Screen name='Nutrient Slider' component={NutrientSlider} />
+    <Stack.Screen name='Agri Expert' component={AgriExpertSolution} />
+    <Stack.Screen name='Test Custom Crop' component={CustomCrop} />
+    <Stack.Screen name='Custom Crop Select' component={CustomCropSelect} />
+
     </Stack.Navigator>
     </NavigationContainer>
   );

Soil Analyzer and Optimized Crop Finder - IT20233808/RP-MobileAPP-FE/components/agriExpertComponent/AgriExpertSolution.js

+import React, { useState } from 'react';
+import { View, Text, TextInput, Button, StyleSheet, ImageBackground } from 'react-native';
+import { useRoute } from '@react-navigation/native';
+import axios from 'axios';
+
+const backgroundImage = require('../../assets/backgroudManualData.jpg');
+
+export default function AddSolutionScreen() {
+  const [name, setName] = useState('');
+  const [description, setDescription] = useState('');
+  const [recommended_application, setRecommendedApplication] = useState('');
+  const route = useRoute();
+  const { target_nutrient } = route.params;
+
+  const handleSubmit = () => {
+    if (!name || !description || !recommended_application) {
+      alert('Please fill out all fields and select a nutrient.');
+    } else {
+      const newData = {
+        name,
+        description,
+        target_nutrient,
+        recommended_application,
+      };
+
+      axios
+        .post('http://127.0.0.1:5000/add_solution', newData, {
+          headers: {
+            'Content-Type': 'application/json',
+          },
+        })
+        .then((response) => {
+          console.log('Response from server:', response.data);
+          setName('');
+          setDescription('');
+          setRecommendedApplication('');
+          alert('Solution added successfully!');
+        })
+        .catch((error) => {
+          console.error('Error:', error);
+          alert('An error occurred while adding the solution. Please try again later.');
+        });
+    }
+  };
+
+  return (
+    <ImageBackground source={backgroundImage} style={styles.background}>
+      <View style={styles.container}>
+        <Text style={styles.label}>Name:</Text>
+        <TextInput
+          style={styles.input}
+          onChangeText={setName}
+          value={name}
+          placeholder="Enter the solution name"
+        />
+
+        <Text style={styles.label}>Description:</Text>
+        <TextInput
+          style={[styles.input, styles.multilineInput]}
+          onChangeText={setDescription}
+          value={description}
+          multiline
+          placeholder="Enter a description of the solution"
+        />
+
+        <Text style={styles.label}>Recommended Application:</Text>
+        <TextInput
+          style={styles.input}
+          onChangeText={setRecommendedApplication}
+          value={recommended_application}
+          placeholder="Enter recommended application details"
+        />
+
+        <Button title="Submit" onPress={handleSubmit} />
+      </View>
+    </ImageBackground>
+  );
+}
+
+const styles = StyleSheet.create({
+  background: {
+    flex: 1,
+    resizeMode: 'cover',
+  },
+  container: {
+    flex: 1,
+    padding: 16,
+    backgroundColor: 'rgba(255, 255, 255, 0.8)',
+  },
+  label: {
+    fontSize: 16,
+    fontWeight: 'bold',
+    marginBottom: 5,
+    color: 'black', // Change text color to black
+  },
+  input: {
+    height: 40,
+    borderColor: 'black', // Change border color to black
+    borderWidth: 1,
+    borderRadius: 5,
+    paddingHorizontal: 10,
+    marginBottom: 20,
+    color: 'black', // Change text color to black
+  },
+  multilineInput: {
+    height: 100,
+    paddingTop: 10,
+  },
+  picker: {
+    height: 40,
+    borderColor: 'black', // Change border color to black
+    borderWidth: 1,
+    borderRadius: 5,
+  },
+  fieldContainer: {
+    flexDirection: 'row',
+    alignItems: 'center',
+    justifyContent: 'space-between',
+    marginBottom: 20,
+  },
+});

Soil Analyzer and Optimized Crop Finder - IT20233808/RP-MobileAPP-FE/components/agriExpertComponent/NutrientSelect.js

+import React, { useState, useEffect } from 'react';
+import { View, Text, StyleSheet, TouchableOpacity, Animated } from 'react-native';
+import { useNavigation } from '@react-navigation/native';
+import Carousel from 'react-native-snap-carousel';
+
+const BlinkingText = () => {
+  const [isBlinking, setIsBlinking] = useState(true);
+  const fadeAnim = new Animated.Value(1);
+
+  const startBlinking = () => {
+    Animated.loop(
+      Animated.sequence([
+        Animated.timing(fadeAnim, {
+          toValue: 0,
+          duration: 1000,
+          useNativeDriver: true,
+        }),
+        Animated.timing(fadeAnim, {
+          toValue: 1,
+          duration: 1000,
+          useNativeDriver: true,
+        }),
+      ])
+    ).start();
+  };
+
+  useEffect(() => {
+    startBlinking();
+  }, []);
+
+  return (
+    <Animated.View style={{ opacity: fadeAnim }}>
+      <Text style={styles.blinkingText}>Slide to select the Nutrient</Text>
+    </Animated.View>
+  );
+};
+
+const NutrientSlider = ({ target_nutrient }) => {
+  const nutrientOptions = [
+    { name: 'Nitrogen', color: '#FF6F61' },
+    { name: 'Phosphorus', color: '#6B4226' },
+    { name: 'Potassium', color: '#5E8C31' },
+  ];
+  const navigation = useNavigation();
+
+  const handleNutrientSelection = (nutrient) => {
+    // Navigate to AgriExpert page and pass the selected nutrient
+    navigation.navigate('Agri Expert', { target_nutrient: nutrient });
+  };
+
+  return (
+    <View style={styles.container}>
+        <Text style={styles.heading}>Nutrient Select</Text>
+      <Carousel
+        data={nutrientOptions}
+        renderItem={({ item }) => (
+          <TouchableOpacity
+            style={[
+              styles.nutrientCard,
+              { backgroundColor: item.color },
+              target_nutrient === item.name && styles.selectedCard,
+            ]}
+            onPress={() => handleNutrientSelection(item.name)}
+          >
+            <View style={styles.centeredContent}>
+              <Text style={styles.nutrientText}>{item.name}</Text>
+            </View>
+          </TouchableOpacity>
+        )}
+        sliderWidth={300}
+        itemWidth={200} 
+        loop
+      />
+      <BlinkingText />
+    </View>
+  );
+};
+
+const styles = StyleSheet.create({
+  container: {
+    alignItems: 'center',
+    paddingVertical: 300,
+  },
+  heading:{
+    fontSize:20,
+  },
+  nutrientCard: {
+    borderRadius: 10,
+    padding: 20,
+    alignItems: 'center',
+    justifyContent: 'center', 
+    height: 150, 
+  },
+  selectedCard: {
+    borderColor: 'blue',
+    borderWidth: 2,
+  },
+  nutrientText: {
+    fontSize: 16,
+    fontWeight: 'bold',
+    color: '#FFF', 
+  },
+  centeredContent: {
+    alignItems: 'center',
+    justifyContent: 'center',
+  },
+  blinkingText: {
+    fontSize: 24,
+    fontWeight: 'bold',
+    color: 'black', 
+    marginTop: 100, 
+  },
+});
+
+export default NutrientSlider;

Soil Analyzer and Optimized Crop Finder - IT20233808/RP-MobileAPP-FE/components/common/Description.js

+const cropDescription = {
+    banana:"Banana can be grown in coconut lands in the wet, intermediate and dry zones. In the wet zone, it is grown as a rain fed crop.",
+    pomegranate: " In Sri Lanka, pomegranate  can be seen grown in dry zones and it takes six-eight years to get the maximum harvest from a pomegranate tree.",
+    orange: " It can be grown in the village gardens in Sri Lanka. It grows best in the dry zone where low atmospheric humidity and a definite dry period aids growth and maturity of fruits. "
+
+}
+
+export default cropDescription
\ No newline at end of file

Soil Analyzer and Optimized Crop Finder - IT20233808/RP-MobileAPP-FE/components/common/Home.js

@@ -13,6 +13,11 @@ const HomePage = ({ navigation }) => {
       navigation.navigate('Weather Data Options');
     } else if (option === 'cropRotationPlan') {
       navigation.navigate('Create Crop Rotation Plan');
+    }else if(option === 'nutrientSlider'){
+      navigation.navigate('Nutrient Slider')
+    }
+    else if(option === 'customCropSelect'){
+      navigation.navigate('Custom Crop Select')
     }
   };
 
@@ -31,6 +36,12 @@ const HomePage = ({ navigation }) => {
         <TouchableOpacity style={styles.optionButton} onPress={() => handleOptionSelect('cropRotationPlan')}>
           <Text style={styles.optionText}>Crop Rotation Plan</Text>
         </TouchableOpacity>
+        <TouchableOpacity style={styles.optionButton} onPress={() => handleOptionSelect('nutrientSlider')}>
+          <Text style={styles.optionText}>Agri Expert Solution</Text>
+        </TouchableOpacity>
+        <TouchableOpacity style={styles.optionButton} onPress={() => handleOptionSelect('customCropSelect')}>
+          <Text style={styles.optionText}>Select a Crop</Text>
+        </TouchableOpacity>
       </View>
     </ImageBackground>
   );

Soil Analyzer and Optimized Crop Finder - IT20233808/RP-MobileAPP-FE/components/recomendationComponentsBySoil/CustomCrop.js

+import React, { useState, useEffect } from 'react';
+import { View, Text, FlatList, StyleSheet, ActivityIndicator, TouchableOpacity, ImageBackground } from 'react-native'; 
+import axios from 'axios';
+import { useRoute } from '@react-navigation/native';
+
+const CustomCrop = () => {
+  const [data, setData] = useState({});
+  const [loading, setLoading] = useState(true);
+  const [selectedNutrient, setSelectedNutrient] = useState(null);
+  const route = useRoute();
+  const { userNpkData, crop } = route.params;
+
+console.log("npk data :",userNpkData.Nitrogen);
+  useEffect(() => {
+    axios.post('http://127.0.0.1:5000/balancesoil', {
+      N: userNpkData.Nitrogen,
+      P: userNpkData.Phosphorus,
+      K: userNpkData.Potassium,
+      crop: crop.toLowerCase(),
+    })
+      .then(response => {
+        setData(response.data);
+        setLoading(false);
+      })
+      .catch(error => {
+        console.error('Error fetching data:', error);
+        setLoading(false);
+      });
+  }, []);
+
+  const renderNutrientItem = (nutrient) => {
+    return (
+      <View>
+      <Text style={styles.label}>Your Crop:{crop}</Text>
+      <TouchableOpacity onPress={() => setSelectedNutrient(nutrient)}>
+        <View style={styles.nutrientItem}>
+
+          <Text style={styles.label}>Nutrient:</Text>
+          <Text style={styles.value}>{nutrient}</Text>
+          <Text style={styles.label}>Amount:</Text>
+          <Text style={styles.value}>{data[nutrient]}</Text>
+        </View>
+      </TouchableOpacity>
+      </View>
+    );
+  };
+
+  const renderInstructions = (instructions) => {
+    return (
+      <View style={styles.instructionContainer}>
+        <FlatList
+          data={instructions}
+          keyExtractor={(item, index) => index.toString()}
+          renderItem={({ item }) => (
+            <View style={styles.instructionItem}>
+              <Text style={styles.label}>Description:</Text>
+              <Text style={styles.value}>{item.description}</Text>
+              <Text style={styles.label}>Recommended Application:</Text>
+              <Text style={styles.value}>{item.recommendedApplication || 'Not specified'}</Text>
+            </View>
+          )}
+        />
+        <TouchableOpacity onPress={() => setSelectedNutrient(null)}>
+          <Text style={styles.closeButton}>Close</Text>
+        </TouchableOpacity>
+      </View>
+    );
+  };
+
+  return (
+    <View style={styles.container}>
+      <ImageBackground source={require('../../assets/backgroudManualData.jpg')} style={styles.backgroundImage}>
+      {loading ? (
+        <ActivityIndicator size="large" color="#007BFF" />
+      ) : (
+        <View>
+          {selectedNutrient ? (
+            renderInstructions(data[`${selectedNutrient}_instructions`])
+          ) : (
+            <FlatList
+              data={Object.keys(data).filter(nutrient => nutrient.endsWith('_instructions'))}
+              keyExtractor={(item) => item}
+              renderItem={({ item }) => renderNutrientItem(item.replace('_instructions', ''))}
+            />
+          )}
+        </View>
+      )}
+      </ImageBackground>
+    </View>
+  );
+};
+
+const styles = StyleSheet.create({
+  container: {
+    flex: 1,
+    justifyContent: 'center',
+    alignItems: 'center',
+    position: 'relative', 
+    width: '100%', 
+    height: '100%', 
+  },
+  backgroundImage: {
+    position: 'absolute', 
+    top: 0,
+    left: 0,
+    width: '100%',
+    height: '100%',
+    resizeMode: 'cover', 
+  },
+  nutrientItem: {
+    marginVertical: 5,
+    backgroundColor: 'white',
+    padding: 10,
+    borderRadius: 8,
+    shadowColor: '#000',
+    shadowOffset: {
+      width: 0,
+      height: 2,
+    },
+    shadowOpacity: 0.25,
+    shadowRadius: 3.84,
+    elevation: 5,
+    margin:20
+  },
+  instructionContainer: {
+    marginVertical: 5,
+    backgroundColor: 'white',
+    padding: 10,
+    borderRadius: 8,
+    shadowColor: '#000',
+    shadowOffset: {
+      width: 0,
+      height: 2,
+    },
+    shadowOpacity: 0.25,
+    shadowRadius: 3.84,
+    elevation: 5,
+    margin:20
+  },
+  instructionItem: {
+    marginVertical: 5,
+    backgroundColor: 'white',
+    padding: 10,
+    borderRadius: 8,
+    shadowColor: '#000',
+    shadowOffset: {
+      width: 0,
+      height: 2,
+    },
+    shadowOpacity: 0.25,
+    shadowRadius: 3.84,
+    elevation: 5,
+  },
+  label: {
+    fontWeight: 'bold',
+  },
+  value: {
+    fontSize: 16,
+  },
+  closeButton: {
+    color: 'blue',
+    textAlign: 'center',
+    marginTop: 10,
+  },
+});
+
+export default CustomCrop;

Soil Analyzer and Optimized Crop Finder - IT20233808/RP-MobileAPP-FE/components/recomendationComponentsBySoil/CustomCropSelect.js

+import axios from 'axios';
+import React, { useState } from 'react';
+import { View, Text, TouchableOpacity, StyleSheet, ImageBackground } from 'react-native';
+
+const CropList = ['Wheat', 'Corn', 'Rice', 'Potato', 'Soybeans'];
+
+const CustomCropSelect = ({ navigation }) => {
+    const [selectedCrop, setSelectedCrop] = useState(null);
+
+    const handleCropSelect = (crop) => {
+        setSelectedCrop(crop);
+    };
+
+    const handleNextPage = async() => {
+        if (selectedCrop) {
+
+            const npkData = await handleArduinoRequest()
+            console.log("handle next page:",npkData);
+            navigation.navigate('Test Custom Crop', {
+                crop: selectedCrop,
+                userNpkData: npkData,
+            });
+        }
+    };
+
+    const handleArduinoRequest = async () => {
+        console.log("arduino hit in custom crop select");
+
+        try {
+            const response = await axios.get('http://192.168.254.241');
+            const userNpkData = response.data;
+            return userNpkData;
+        } catch (error) {
+            console.log(error);
+            throw error;
+        }
+    };
+
+
+    return (
+        <ImageBackground
+            source={require('../../assets/backgroudManualData.jpg')}
+            style={styles.backgroundImage}
+            imageStyle={{ opacity: 0.2 }}
+        >
+            <View style={styles.container}>
+                <Text style={styles.label}>Select a Crop:</Text>
+                {CropList.map((crop, index) => (
+                    <TouchableOpacity
+                        key={index}
+                        onPress={() => handleCropSelect(crop)}
+                        style={[
+                            styles.cropItem,
+                            { backgroundColor: selectedCrop === crop ? '#007BFF' : 'gray' },
+                        ]}
+                    >
+                        <Text style={styles.cropText}>{crop}</Text>
+                    </TouchableOpacity>
+                ))}
+
+                <TouchableOpacity
+                    style={[
+                        styles.button,
+                        { backgroundColor: selectedCrop ? 'green' : 'gray' },
+                    ]}
+                    disabled={!selectedCrop}
+                    onPress={handleNextPage}
+                >
+                    <Text style={styles.buttonText}>Find the deficiencies in your soil</Text>
+                </TouchableOpacity>
+            </View>
+        </ImageBackground>
+    );
+};
+
+const styles = StyleSheet.create({
+    container: {
+        flex: 1,
+        padding: 20,
+        alignItems: 'center',
+        justifyContent: 'center',
+    },
+    label: {
+        fontSize: 28,
+        fontWeight: 'bold',
+        color: 'white',
+        marginBottom: 10,
+        marginBottom: 40,
+    },
+    cropItem: {
+        padding: 15,
+        marginVertical: 10,
+        borderRadius: 10,
+        width: '80%',
+    },
+    cropText: {
+        color: 'white',
+        fontSize: 16,
+        textAlign: 'center',
+    },
+    backgroundImage: {
+        flex: 1,
+        resizeMode: 'cover',
+        justifyContent: 'center',
+        backgroundColor: 'rgba(0,0,0,0.8)',
+    },
+    button: {
+        padding: 10,
+        borderRadius: 10,
+        width: '100%',
+        marginTop: 40
+    },
+    buttonText: {
+        color: 'white',
+        fontSize: 18,
+        textAlign: 'center',
+    },
+});
+
+export default CustomCropSelect;

Soil Analyzer and Optimized Crop Finder - IT20233808/RP-MobileAPP-FE/components/recomendationComponentsBySoil/ManualSoilData.js

@@ -7,19 +7,25 @@ const ManualSoilData = ({navigation}) => {
   const [potassiumLevel, setPotassiumLevel] = useState("");
 
   const handleAddLevels = () => {
-
     const parsedNitrogenLevel = parseFloat(nitrogenLevel);
     const parsedPhosphorusLevel = parseFloat(phosphorusLevel);
     const parsedPotassiumLevel = parseFloat(potassiumLevel);
-
-    const userNpkData={
-        Nitrogen:parsedNitrogenLevel,
-        Phosphorus:parsedPhosphorusLevel,
-        Potassium:parsedPotassiumLevel
+  
+    const totalNpk = parsedNitrogenLevel + parsedPhosphorusLevel + parsedPotassiumLevel;
+  
+    if (totalNpk > 10) {
+      alert('Total nitrogen, phosphorus, and potassium levels cannot exceed 10');
+    } else {
+      const userNpkData = {
+        Nitrogen: parsedNitrogenLevel,
+        Phosphorus: parsedPhosphorusLevel,
+        Potassium: parsedPotassiumLevel,
+      };
+      console.log(userNpkData);
+      navigation.navigate("Most Suitable Crops", { userNpkData });
     }
-    console.log(userNpkData);
-    navigation.navigate("Most Suitable Crops",{userNpkData})
   };
+  
 
   return (
     <View style={styles.container}>

Soil Analyzer and Optimized Crop Finder - IT20233808/RP-MobileAPP-FE/components/recomendationComponentsBySoil/MostSutaibleCrops.js

@@ -4,33 +4,23 @@ import axios from 'axios';
 import { useRoute } from '@react-navigation/native';
 import BackgroundImage from '../../assets/backgroudManualData.jpg';
 import cropImages from '../common/Images';
-
+import cropDescription from '../common/Description';
 
 const MostSuitableCrops = () => {
   const [cropData, setCropData] = useState(null);
-  const [isLoading, setIsLoading] = useState(true); // Set initial loading state to true
-  const [mapObject, setMapObject] = useState({});
+  const [isLoading, setIsLoading] = useState(true);
+  const [selectedCrop, setSelectedCrop] = useState(null);
   const route = useRoute();
   const { userNpkData } = route.params;
 
-  // const handleArduinoClick = async () => {
-  //   await axios.get('http://192.168.89.241')
-  //     .then(res => {
-  //       setCropData(res.data);
-  //     })
-  //     .catch(err => {
-  //       console.log(err);
-  //     });
-  // };
-
   useEffect(() => {
     const timer = setTimeout(() => {
-      setIsLoading(false); 
+      setIsLoading(false);
     }, 3000);
 
     return () => clearTimeout(timer);
   }, []);
-  
+
   useEffect(() => {
     const fetchCropData = async () => {
       try {
@@ -40,7 +30,7 @@ const MostSuitableCrops = () => {
           K: userNpkData['Potassium']
         });
         const responseData = response.data;
-        console.log("res data",responseData);
+        console.log("res data", responseData);
         setCropData(responseData);
       } catch (error) {
         console.error('Error fetching crop data:', error);
@@ -52,8 +42,6 @@ const MostSuitableCrops = () => {
     fetchCropData();
   }, []);
 
-
-
   return (
     <ImageBackground source={BackgroundImage} style={styles.backgroundImage}>
       <View style={styles.container}>
@@ -67,20 +55,36 @@ const MostSuitableCrops = () => {
             <Text style={styles.title}>Most Suitable Crops:</Text>
             <View style={styles.cropContainer}>
               {cropData.top_three_crops.map((cropInfo) => (
-                <View key={cropInfo.crop} style={styles.cropItem}>
+                <TouchableOpacity
+                  key={cropInfo.crop}
+                  style={styles.cropItem}
+                  onPress={() => setSelectedCrop(cropInfo)}
+                >
                   <Image source={cropImages[cropInfo.crop]} style={styles.cropImage} />
                   <Text style={styles.cropText}>{cropInfo.crop}</Text>
-                </View>
+                </TouchableOpacity>
               ))}
             </View>
             <View style={styles.nutrientContainer}>
               <Text style={styles.nutrientTitle}>Nutrient Values Present in Your Soil:</Text>
-              <Text style={styles.nutrientText}>Nitrogen (N): {userNpkData.Nitrogen}</Text>
-              <Text style={styles.nutrientText}>Phosphorus (P): {userNpkData.Phosphorus}</Text>
-              <Text style={styles.nutrientText}>Potassium (K): {userNpkData.Potassium}</Text>
+              <Text style={styles.nutrientText}>Nitrogen (N): {userNpkData.Nitrogen} mg/kg</Text>
+              <Text style={styles.nutrientText}>Phosphorus (P): {userNpkData.Phosphorus} mg/kg</Text>
+              <Text style={styles.nutrientText}>Potassium (K): {userNpkData.Potassium} mg/kg</Text>
             </View>
           </View>
         ) : null}
+        {selectedCrop && (
+          <View style={styles.cropDescriptionContainer}>
+            <Text style={styles.cropDescriptionTitle}>How to Grow {selectedCrop.crop}:</Text>
+            <Text style={styles.cropDescriptionText}>{cropDescription[selectedCrop.crop]}</Text>
+            <TouchableOpacity
+              style={styles.closeButton}
+              onPress={() => setSelectedCrop(null)}
+            >
+              <Text style={styles.closeButtonText}>Close</Text>
+            </TouchableOpacity>
+          </View>
+        )}
       </View>
     </ImageBackground>
   );
@@ -97,7 +101,7 @@ const styles = StyleSheet.create({
     justifyContent: 'center',
     alignItems: 'center',
     padding: 20,
-    backgroundColor: 'rgba(0, 0, 0, 0.5)', // Add opacity to the background color
+    backgroundColor: 'rgba(0, 0, 0, 0.5)',
   },
   card: {
     backgroundColor: '#fff',
@@ -178,6 +182,36 @@ const styles = StyleSheet.create({
     textTransform: 'capitalize',
     fontWeight: 'bold',
   },
+  cropDescriptionContainer: {
+    marginTop: 20,
+    backgroundColor: '#fff',
+    borderRadius: 10,
+    padding: 20,
+  },
+  cropDescriptionTitle: {
+    fontSize: 16,
+    fontWeight: 'bold',
+    marginBottom: 10,
+    color: '#333',
+  },
+  cropDescriptionText: {
+    fontSize: 14,
+    marginBottom: 10,
+    color: '#333',
+    textAlign: 'left',
+  },
+  closeButton: {
+    backgroundColor: '#007AFF',
+    padding: 10,
+    borderRadius: 5,
+    marginTop: 10,
+  },
+  closeButtonText: {
+    color: '#fff',
+    fontSize: 16,
+    fontWeight: 'bold',
+    textAlign: 'center',
+  },
 });
 
 export default MostSuitableCrops;

Soil Analyzer and Optimized Crop Finder - IT20233808/RP-MobileAPP-FE/components/recomendationComponentsBySoil/SoilDataOptions.js

@@ -7,15 +7,14 @@ const SoilDataOptions = ({ navigation }) => {
   const [isLoading, setIsLoading] = useState(false);
 
   const handleArduinoRequest = async () => {
-    console.log("arduino hit");
     setIsLoading(true);
-
+  
     try {
-      const response = await axios.get('http://192.168.73.241');
+      const response = await axios.get('http://192.168.254.241');
       const userNpkData = response.data;
       setCropData(userNpkData);
       console.log(userNpkData);
-
+  
       navigation.navigate("Most Suitable Crops", { userNpkData });
     } catch (error) {
       console.log(error);
@@ -23,6 +22,7 @@ const SoilDataOptions = ({ navigation }) => {
       setIsLoading(false);
     }
   }
+  
 
   return (
     <View style={styles.container}>

Soil Analyzer and Optimized Crop Finder - IT20233808/RP-MobileAPP-FE/components/recomendationComponentsBySoil/TestWithButton.js

-import React from 'react';
-import { View } from 'react-native';
-import { Button, NativeBaseProvider } from "native-base";
-import { NativeBaseConfigProvider } from 'native-base/src/core/NativeBaseContext';
-const TestWithButton = ({navigation}) => {
-    return (
-        <NativeBaseConfigProvider>
-            <NativeBaseProvider>
-            <Button  onPress={()=>navigation.navigate("Test")}>click</Button>
-            </NativeBaseProvider>
-        </NativeBaseConfigProvider>
-    );
-};
-
-export default TestWithButton;
\ No newline at end of file

Soil Analyzer and Optimized Crop Finder - IT20233808/RP-MobileAPP-FE/package-lock.json

@@ -3606,6 +3606,11 @@
         "joi": "^17.2.1"
       }
     },
+    "@react-native-picker/picker": {
+      "version": "2.5.1",
+      "resolved": "https://registry.npmjs.org/@react-native-picker/picker/-/picker-2.5.1.tgz",
+      "integrity": "sha512-/sADUfQsosMRYtrqqL3ZYZSECRygj0fXtpRLqxJfwuMEoqfvfn40756R6B1alzusVvDRZFI0ari0iQid56hA/Q=="
+    },
     "@react-native/assets": {
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/@react-native/assets/-/assets-1.0.0.tgz",
@@ -3641,6 +3646,8 @@
     },
     "@react-navigation/native": {
       "version": "6.1.6",
+      "resolved": "https://registry.npmjs.org/@react-navigation/native/-/native-6.1.6.tgz",
+      "integrity": "sha512-14PmSy4JR8HHEk04QkxQ0ZLuqtiQfb4BV9kkMXD2/jI4TZ+yc43OnO6fQ2o9wm+Bq8pY3DxyerC2AjNUz+oH7Q==",
       "requires": {
         "@react-navigation/core": "^6.4.8",
         "escape-string-regexp": "^4.0.0",
@@ -3650,6 +3657,8 @@
     },
     "@react-navigation/native-stack": {
       "version": "6.9.12",
+      "resolved": "https://registry.npmjs.org/@react-navigation/native-stack/-/native-stack-6.9.12.tgz",
+      "integrity": "sha512-kS2zXCWP0Rgt7uWaCUKrRl7U2U1Gp19rM1kyRY2YzBPXhWGVPjQ2ygBp88CTQzjgy8M07H/79jvGiZ0mlEJI+g==",
       "requires": {
         "@react-navigation/elements": "^1.3.17",
         "warn-once": "^0.1.0"
@@ -4439,14 +4448,6 @@
       "resolved": "https://registry.npmjs.org/atob/-/atob-2.1.2.tgz",
       "integrity": "sha512-Wm6ukoaOGJi/73p/cl2GvLjTI5JM1k/O14isD73YML8StrH/7/lRFgmg8nICZgD3bZZvjwCGxtMOD3wWNAu8cg=="
     },
-    "axios": {
-      "version": "1.4.0",
-      "requires": {
-        "follow-redirects": "^1.15.0",
-        "form-data": "^4.0.0",
-        "proxy-from-env": "^1.1.0"
-      }
-    },
     "babel-core": {
       "version": "7.0.0-bridge.0",
       "resolved": "https://registry.npmjs.org/babel-core/-/babel-core-7.0.0-bridge.0.tgz",
@@ -5549,6 +5550,8 @@
     },
     "expo": {
       "version": "48.0.17",
+      "resolved": "https://registry.npmjs.org/expo/-/expo-48.0.17.tgz",
+      "integrity": "sha512-5T1CsMUlfI+xFB89GOU+/xtSSbSBBFVTqwgheAU0cQolfbs+YyJCMTKU5vN45N5OK+ym7p/LKPa6DQAxYPF8YQ==",
       "requires": {
         "@babel/runtime": "^7.20.0",
         "@expo/cli": "0.7.1",
@@ -5675,7 +5678,9 @@
       }
     },
     "expo-status-bar": {
-      "version": "1.4.4"
+      "version": "1.4.4",
+      "resolved": "https://registry.npmjs.org/expo-status-bar/-/expo-status-bar-1.4.4.tgz",
+      "integrity": "sha512-5DV0hIEWgatSC3UgQuAZBoQeaS9CqeWRZ3vzBR9R/+IUD87Adbi4FGhU10nymRqFXOizGsureButGZIXPs7zEA=="
     },
     "extend-shallow": {
       "version": "3.0.2",
@@ -5945,6 +5950,8 @@
     },
     "firebase": {
       "version": "9.22.0",
+      "resolved": "https://registry.npmjs.org/firebase/-/firebase-9.22.0.tgz",
+      "integrity": "sha512-Ay1u8IOfhPh58RFAHF7A9cKHACCgV6uI2bhkzKdkjnV0n2AAxn4tDtdXvJ3BEbfhF4WWBC2dFcEXH8cd14ptaw==",
       "requires": {
         "@firebase/analytics": "0.10.0",
         "@firebase/analytics-compat": "0.2.6",
@@ -5979,11 +5986,6 @@
       "resolved": "https://registry.npmjs.org/flow-parser/-/flow-parser-0.185.2.tgz",
       "integrity": "sha512-2hJ5ACYeJCzNtiVULov6pljKOLygy0zddoqSI1fFetM+XRPpRshFdGEijtqlamA1XwyZ+7rhryI6FQFzvtLWUQ=="
     },
-    "follow-redirects": {
-      "version": "1.15.2",
-      "resolved": "https://registry.npmjs.org/follow-redirects/-/follow-redirects-1.15.2.tgz",
-      "integrity": "sha512-VQLG33o04KaQ8uYi2tVNbdrWp1QWxNNea+nmIB4EVM28v0hmP17z7aG1+wAkNzVq4KeXTq3221ye5qTJP91JwA=="
-    },
     "fontfaceobserver": {
       "version": "2.3.0",
       "resolved": "https://registry.npmjs.org/fontfaceobserver/-/fontfaceobserver-2.3.0.tgz",
@@ -5994,16 +5996,6 @@
       "resolved": "https://registry.npmjs.org/for-in/-/for-in-1.0.2.tgz",
       "integrity": "sha512-7EwmXrOjyL+ChxMhmG5lnW9MPt1aIeZEwKhQzoBUdTV0N3zuwWDZYVJatDvZ2OyzPUvdIAZDsCetk3coyMfcnQ=="
     },
-    "form-data": {
-      "version": "4.0.0",
-      "resolved": "https://registry.npmjs.org/form-data/-/form-data-4.0.0.tgz",
-      "integrity": "sha512-ETEklSGi5t0QMZuiXoA/Q6vcnxcLQP5vdugSpuAyi6SVGi2clPPp+xgEhuMaHC+zGgn31Kd235W35f7Hykkaww==",
-      "requires": {
-        "asynckit": "^0.4.0",
-        "combined-stream": "^1.0.8",
-        "mime-types": "^2.1.12"
-      }
-    },
     "fragment-cache": {
       "version": "0.2.1",
       "resolved": "https://registry.npmjs.org/fragment-cache/-/fragment-cache-0.2.1.tgz",
@@ -7919,6 +7911,8 @@
     },
     "native-base": {
       "version": "3.4.28",
+      "resolved": "https://registry.npmjs.org/native-base/-/native-base-3.4.28.tgz",
+      "integrity": "sha512-EDg9UFDNmfYXPInpRbxce+4oWFEIGaM7aG6ey4hVllcvMC3PkgCvkiXEB+7EemgC7Qr8CuFjgMTx7P0vvnwZeQ==",
       "requires": {
         "@react-aria/visually-hidden": "^3.2.1",
         "@react-native-aria/button": "^0.2.4",
@@ -8538,11 +8532,6 @@
         }
       }
     },
-    "proxy-from-env": {
-      "version": "1.1.0",
-      "resolved": "https://registry.npmjs.org/proxy-from-env/-/proxy-from-env-1.1.0.tgz",
-      "integrity": "sha512-D+zkORCbA9f1tdWRK0RaCR3GPv50cMxcrz4X8k5LTSUD1Dkw47mKJEZQNunItRTkWwgtaUSo1RVFRIG9ZXiFYg=="
-    },
     "pump": {
       "version": "3.0.0",
       "resolved": "https://registry.npmjs.org/pump/-/pump-3.0.0.tgz",
@@ -8615,6 +8604,8 @@
     },
     "react": {
       "version": "18.2.0",
+      "resolved": "https://registry.npmjs.org/react/-/react-18.2.0.tgz",
+      "integrity": "sha512-/3IjMdb2L9QbBdWiW5e3P2/npwMBaU9mHCSCUzNln0ZCYbcfTsGbTJrU/kGemdH2IWmB2ioZ+zkxtmq6g09fGQ==",
       "requires": {
         "loose-envify": "^1.1.0"
       }
@@ -8637,6 +8628,8 @@
     },
     "react-dom": {
       "version": "18.2.0",
+      "resolved": "https://registry.npmjs.org/react-dom/-/react-dom-18.2.0.tgz",
+      "integrity": "sha512-6IMTriUmvsjHUjNtEDudZfuDQUoWXVxKHhlEGSk81n4YFS+r/Kl99wXiwlVXtPBtJenozv2P+hxDsw9eA7Xo6g==",
       "requires": {
         "loose-envify": "^1.1.0",
         "scheduler": "^0.23.0"
@@ -8654,6 +8647,8 @@
     },
     "react-native": {
       "version": "0.71.8",
+      "resolved": "https://registry.npmjs.org/react-native/-/react-native-0.71.8.tgz",
+      "integrity": "sha512-ftMAuhpgTkbHU9brrqsEyxcNrpYvXKeATY+if22Nfhhg1zW+6wn95w9otwTnA3xHkljPCbng8mUhmmERjGEl7g==",
       "requires": {
         "@jest/create-cache-key-function": "^29.2.1",
         "@react-native-community/cli": "10.2.2",
@@ -8769,10 +8764,14 @@
       "integrity": "sha512-7F6bD7B8Xsn3JllxcwHhFcsl9aHIig47+3eN4IHFNqfLhZr++3ElDrcqfMzugM+niWbaMi7bJ0kAkAL8eCpdWg=="
     },
     "react-native-safe-area-context": {
-      "version": "4.5.0"
+      "version": "4.5.0",
+      "resolved": "https://registry.npmjs.org/react-native-safe-area-context/-/react-native-safe-area-context-4.5.0.tgz",
+      "integrity": "sha512-0WORnk9SkREGUg2V7jHZbuN5x4vcxj/1B0QOcXJjdYWrzZHgLcUzYWWIUecUPJh747Mwjt/42RZDOaFn3L8kPQ=="
     },
     "react-native-screens": {
       "version": "3.20.0",
+      "resolved": "https://registry.npmjs.org/react-native-screens/-/react-native-screens-3.20.0.tgz",
+      "integrity": "sha512-joWUKWAVHxymP3mL9gYApFHAsbd9L6ZcmpoZa6Sl3W/82bvvNVMqcfP7MeNqVCg73qZ8yL4fW+J/syusHleUgg==",
       "requires": {
         "react-freeze": "^1.0.0",
         "warn-once": "^0.1.0"

Soil Analyzer and Optimized Crop Finder - IT20233808/RP-MobileAPP-FE/package.json

@@ -10,9 +10,10 @@
   },
   "dependencies": {
     "@expo/webpack-config": "^18.0.1",
+    "@react-native-picker/picker": "^2.5.1",
     "@react-navigation/native": "^6.1.6",
     "@react-navigation/native-stack": "^6.9.12",
-    "axios": "^1.4.0",
+    "axios": "^1.5.0",
     "expo": "~48.0.9",
     "expo-status-bar": "~1.4.4",
     "firebase": "^9.18.0",
@@ -22,6 +23,7 @@
     "react-native": "0.71.8",
     "react-native-safe-area-context": "4.5.0",
     "react-native-screens": "~3.20.0",
+    "react-native-snap-carousel": "^3.9.1",
     "react-native-svg": "^13.9.0",
     "react-native-web": "~0.18.11"
   },

Soil Analyzer and Optimized Crop Finder - IT20233808/RP-MobileAPP-FE/yarn.lock

@@ -2888,6 +2888,11 @@
     prompts "^2.4.0"
     semver "^6.3.0"
 
+"@react-native-picker/picker@^2.5.1":
+  version "2.5.1"
+  resolved "https://registry.yarnpkg.com/@react-native-picker/picker/-/picker-2.5.1.tgz#dfa13d5b97bfbedf1f7e7c608181a82f1d58b351"
+  integrity sha512-/sADUfQsosMRYtrqqL3ZYZSECRygj0fXtpRLqxJfwuMEoqfvfn40756R6B1alzusVvDRZFI0ari0iQid56hA/Q==
+
 "@react-native/assets@1.0.0":
   version "1.0.0"
   resolved "https://registry.yarnpkg.com/@react-native/assets/-/assets-1.0.0.tgz#c6f9bf63d274bafc8e970628de24986b30a55c8e"
@@ -4068,10 +4073,10 @@ atob@^2.1.2:
   resolved "https://registry.yarnpkg.com/atob/-/atob-2.1.2.tgz#6d9517eb9e030d2436666651e86bd9f6f13533c9"
   integrity sha512-Wm6ukoaOGJi/73p/cl2GvLjTI5JM1k/O14isD73YML8StrH/7/lRFgmg8nICZgD3bZZvjwCGxtMOD3wWNAu8cg==
 
-axios@^1.4.0:
-  version "1.4.0"
-  resolved "https://registry.yarnpkg.com/axios/-/axios-1.4.0.tgz#38a7bf1224cd308de271146038b551d725f0be1f"
-  integrity sha512-S4XCWMEmzvo64T9GfvQDOXgYRDJ/wsSZc7Jvdgx5u1sd0JwsuPLqb3SYmusag+edF6ziyMensPVqLTSc1PiSEA==
+axios@^1.5.0:
+  version "1.5.0"
+  resolved "https://registry.yarnpkg.com/axios/-/axios-1.5.0.tgz#f02e4af823e2e46a9768cfc74691fdd0517ea267"
+  integrity sha512-D4DdjDo5CY50Qms0qGQTTw6Q44jl7zRwY7bthds06pUGfChBCTcQs+N743eFWGEd6pRTMd6A+I87aWyFV5wiZQ==
   dependencies:
     follow-redirects "^1.15.0"
     form-data "^4.0.0"
@@ -4888,6 +4893,11 @@ core-js-compat@^3.25.1:
   dependencies:
     browserslist "^4.21.5"
 
+core-js@^1.0.0:
+  version "1.2.7"
+  resolved "https://registry.yarnpkg.com/core-js/-/core-js-1.2.7.tgz#652294c14651db28fa93bd2d5ff2983a4f08c636"
+  integrity sha512-ZiPp9pZlgxpWRu0M+YWbm6+aQ84XEfH1JRXvfOc/fILWI0VKhLC2LX13X1NYq4fULzLMq7Hfh43CSo2/aIaUPA==
+
 core-util-is@~1.0.0:
   version "1.0.3"
   resolved "https://registry.yarnpkg.com/core-util-is/-/core-util-is-1.0.3.tgz#a6042d3634c2b27e9328f837b965fac83808db85"
@@ -5385,6 +5395,13 @@ encodeurl@~1.0.2:
   resolved "https://registry.yarnpkg.com/encodeurl/-/encodeurl-1.0.2.tgz#ad3ff4c86ec2d029322f5a02c3a9a606c95b3f59"
   integrity sha512-TPJXq8JqFaVYm2CWmPvnP2Iyo4ZSM7/QKcSmuMLDObfpH5fi7RUGmd/rTDf+rut/saiDiQEeVTNgAmJEdAOx0w==
 
+encoding@^0.1.11:
+  version "0.1.13"
+  resolved "https://registry.yarnpkg.com/encoding/-/encoding-0.1.13.tgz#56574afdd791f54a8e9b2785c0582a2d26210fa9"
+  integrity sha512-ETBauow1T35Y/WZMkio9jiM0Z5xjHHmJ4XmjZOq1l/dXz3lr2sRn87nJy20RupqSh1F2m3HHPSp8ShIPQJrJ3A==
+  dependencies:
+    iconv-lite "^0.6.2"
+
 end-of-stream@^1.1.0:
   version "1.4.4"
   resolved "https://registry.yarnpkg.com/end-of-stream/-/end-of-stream-1.4.4.tgz#5ae64a5f45057baf3626ec14da0ca5e4b2431eb0"
@@ -5828,6 +5845,19 @@ fbjs-css-vars@^1.0.0:
   resolved "https://registry.yarnpkg.com/fbjs-css-vars/-/fbjs-css-vars-1.0.2.tgz#216551136ae02fe255932c3ec8775f18e2c078b8"
   integrity sha512-b2XGFAFdWZWg0phtAWLHCk836A1Xann+I+Dgd3Gk64MHKZO44FfoD1KxyvbSh0qZsIoXQGGlVztIY+oitJPpRQ==
 
+fbjs@^0.8.4:
+  version "0.8.18"
+  resolved "https://registry.yarnpkg.com/fbjs/-/fbjs-0.8.18.tgz#9835e0addb9aca2eff53295cd79ca1cfc7c9662a"
+  integrity sha512-EQaWFK+fEPSoibjNy8IxUtaFOMXcWsY0JaVrQoZR9zC8N2Ygf9iDITPWjUTVIax95b6I742JFLqASHfsag/vKA==
+  dependencies:
+    core-js "^1.0.0"
+    isomorphic-fetch "^2.1.1"
+    loose-envify "^1.0.0"
+    object-assign "^4.1.0"
+    promise "^7.1.1"
+    setimmediate "^1.0.5"
+    ua-parser-js "^0.7.30"
+
 fbjs@^3.0.0:
   version "3.0.4"
   resolved "https://registry.yarnpkg.com/fbjs/-/fbjs-3.0.4.tgz#e1871c6bd3083bac71ff2da868ad5067d37716c6"
@@ -6498,7 +6528,7 @@ iconv-lite@0.4.24:
   dependencies:
     safer-buffer ">= 2.1.2 < 3"
 
-iconv-lite@^0.6.3:
+iconv-lite@^0.6.2, iconv-lite@^0.6.3:
   version "0.6.3"
   resolved "https://registry.yarnpkg.com/iconv-lite/-/iconv-lite-0.6.3.tgz#a52f80bf38da1952eb5c681790719871a1a72501"
   integrity sha512-4fCk79wshMdzMp2rH06qWrJE4iolqLhCUH+OiuIgU++RB0+94NlDL81atO7GX55uUKueo0txHNtvEyI6D7WdMw==
@@ -6825,7 +6855,7 @@ is-root@^2.1.0:
   resolved "https://registry.yarnpkg.com/is-root/-/is-root-2.1.0.tgz#809e18129cf1129644302a4f8544035d51984a9c"
   integrity sha512-AGOriNp96vNBd3HtU+RzFEc75FfR5ymiYv8E553I71SCeXBiMsVDUtdio1OEFvrPyLIQ9tVR5RxXIFe5PUFjMg==
 
-is-stream@^1.1.0:
+is-stream@^1.0.1, is-stream@^1.1.0:
   version "1.1.0"
   resolved "https://registry.yarnpkg.com/is-stream/-/is-stream-1.1.0.tgz#12d4a3dd4e68e0b79ceb8dbc84173ae80d91ca44"
   integrity sha512-uQPm8kcs47jx38atAcWTVxyltQYoPT68y9aWYdV6yWXSyW8mzSat0TL6CiWdZeCdF3KrAvpVtnHbTv4RN+rqdQ==
@@ -6886,6 +6916,14 @@ isobject@^3.0.0, isobject@^3.0.1:
   resolved "https://registry.yarnpkg.com/isobject/-/isobject-3.0.1.tgz#4e431e92b11a9731636aa1f9c8d1ccbcfdab78df"
   integrity sha512-WhB9zCku7EGTj/HQQRz5aUQEUeoQZH2bWcltRErOpymJ4boYE6wL9Tbr23krRPSZ+C5zqNSrSw+Cc7sZZ4b7vg==
 
+isomorphic-fetch@^2.1.1:
+  version "2.2.1"
+  resolved "https://registry.yarnpkg.com/isomorphic-fetch/-/isomorphic-fetch-2.2.1.tgz#611ae1acf14f5e81f729507472819fe9733558a9"
+  integrity sha512-9c4TNAKYXM5PRyVcwUZrF3W09nQ+sO7+jydgs4ZGW9dhsLG2VOlISJABombdQqQRXCwuYG3sYV/puGf5rp0qmA==
+  dependencies:
+    node-fetch "^1.0.1"
+    whatwg-fetch ">=0.10.0"
+
 jest-environment-node@^29.2.1:
   version "29.5.0"
   resolved "https://registry.yarnpkg.com/jest-environment-node/-/jest-environment-node-29.5.0.tgz#f17219d0f0cc0e68e0727c58b792c040e332c967"
@@ -8061,6 +8099,14 @@ node-fetch@2.6.7:
   dependencies:
     whatwg-url "^5.0.0"
 
+node-fetch@^1.0.1:
+  version "1.7.3"
+  resolved "https://registry.yarnpkg.com/node-fetch/-/node-fetch-1.7.3.tgz#980f6f72d85211a5347c6b2bc18c5b84c3eb47ef"
+  integrity sha512-NhZ4CsKx7cYm2vSrBAr2PvFOe6sWDf0UYLRqA6svUYg7+/TSfVAu49jYC4BvQ4Sms9SZgdqGBgroqfDhJdTyKQ==
+  dependencies:
+    encoding "^0.1.11"
+    is-stream "^1.0.1"
+
 node-fetch@^2.2.0, node-fetch@^2.6.0, node-fetch@^2.6.1, node-fetch@^2.6.11, node-fetch@^2.6.7:
   version "2.6.11"
   resolved "https://registry.yarnpkg.com/node-fetch/-/node-fetch-2.6.11.tgz#cde7fc71deef3131ef80a738919f999e6edfff25"
@@ -8852,7 +8898,7 @@ prompts@^2.3.2, prompts@^2.4.0:
     kleur "^3.0.3"
     sisteransi "^1.0.5"
 
-prop-types@*:
+prop-types@*, prop-types@^15.6.1:
   version "15.8.1"
   resolved "https://registry.yarnpkg.com/prop-types/-/prop-types-15.8.1.tgz#67d87bf1a694f48435cf332c24af10214a3140b5"
   integrity sha512-oj87CgZICdulUohogVAR7AjlC0327U4el4L6eAvOqCeudMDVU0NThNaV+b9Df4dXgSP1gXMTnPdhfe/2qDH5cg==
@@ -8998,6 +9044,14 @@ rc@^1.0.1, rc@^1.1.6, rc@~1.2.7:
     minimist "^1.2.0"
     strip-json-comments "~2.0.1"
 
+react-addons-shallow-compare@15.6.2:
+  version "15.6.2"
+  resolved "https://registry.yarnpkg.com/react-addons-shallow-compare/-/react-addons-shallow-compare-15.6.2.tgz#198a00b91fc37623db64a28fd17b596ba362702f"
+  integrity sha512-yAV9tOObmKPiohqne1jiMcx6kDjfz7GeL8K9KHgI+HvDsbrRv148uyUzrPc6GwepZnQcJ59Q3lp1ghrkyPwtjg==
+  dependencies:
+    fbjs "^0.8.4"
+    object-assign "^4.1.0"
+
 react-devtools-core@^4.26.1:
   version "4.27.7"
   resolved "https://registry.yarnpkg.com/react-devtools-core/-/react-devtools-core-4.27.7.tgz#458a6541483078d60a036c75bf88f54c478086ec"
@@ -9062,6 +9116,14 @@ react-native-screens@~3.20.0:
     react-freeze "^1.0.0"
     warn-once "^0.1.0"
 
+react-native-snap-carousel@^3.9.1:
+  version "3.9.1"
+  resolved "https://registry.yarnpkg.com/react-native-snap-carousel/-/react-native-snap-carousel-3.9.1.tgz#6fd9bd8839546c2c6043a41d2035afbc6fe0443e"
+  integrity sha512-xWEGusacIgK1YaDXLi7Gao2+ISLoGPVEBR8fcMf4tOOJQufutlNwkoLu0l6B8Qgsrre0nTxoVZikRgGRDWlLaQ==
+  dependencies:
+    prop-types "^15.6.1"
+    react-addons-shallow-compare "15.6.2"
+
 react-native-svg@^13.9.0:
   version "13.13.0"
   resolved "https://registry.yarnpkg.com/react-native-svg/-/react-native-svg-13.13.0.tgz#23dedb4594dcc44128d63fa5b13c49534187fef5"
@@ -10718,6 +10780,11 @@ websocket-extensions@>=0.1.1:
   resolved "https://registry.yarnpkg.com/websocket-extensions/-/websocket-extensions-0.1.4.tgz#7f8473bc839dfd87608adb95d7eb075211578a42"
   integrity sha512-OqedPIGOfsDlo31UNwYbCFMSaO9m9G/0faIHj5/dZFDMFqPTcx6UwqyOy3COEaEOg/9VsGIpdqn62W5KhoKSpg==
 
+whatwg-fetch@>=0.10.0:
+  version "3.6.19"
+  resolved "https://registry.yarnpkg.com/whatwg-fetch/-/whatwg-fetch-3.6.19.tgz#caefd92ae630b91c07345537e67f8354db470973"
+  integrity sha512-d67JP4dHSbm2TrpFj8AbO8DnL1JXL5J9u0Kq2xW6d0TFDbCA3Muhdt8orXC22utleTVj7Prqt82baN6RBvnEgw==
+
 whatwg-fetch@^3.0.0:
   version "3.6.2"
   resolved "https://registry.yarnpkg.com/whatwg-fetch/-/whatwg-fetch-3.6.2.tgz#dced24f37f2624ed0281725d51d0e2e3fe677f8c"

Soil Analyzer and Optimized Crop Finder - IT20233808/soil-component-BE/.idea/.gitignore

+# Default ignored files
+/shelf/
+/workspace.xml

Soil Analyzer and Optimized Crop Finder - IT20233808/soil-component-BE/.idea/inspectionProfiles/profiles_settings.xml

+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>
\ No newline at end of file

Soil Analyzer and Optimized Crop Finder - IT20233808/soil-component-BE/.idea/misc.xml

+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.11 (soil-component-BE)" project-jdk-type="Python SDK" />
+  <component name="PyCharmProfessionalAdvertiser">
+    <option name="shown" value="true" />
+  </component>
+</project>
\ No newline at end of file

Soil Analyzer and Optimized Crop Finder - IT20233808/soil-component-BE/.idea/modules.xml

+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/soil-component-BE.iml" filepath="$PROJECT_DIR$/.idea/soil-component-BE.iml" />
+    </modules>
+  </component>
+</project>
\ No newline at end of file

Soil Analyzer and Optimized Crop Finder - IT20233808/soil-component-BE/.idea/soil-component-BE.iml

+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$">
+      <excludeFolder url="file://$MODULE_DIR$/env" />
+    </content>
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+</module>
\ No newline at end of file

Soil Analyzer and Optimized Crop Finder - IT20233808/soil-component-BE/.idea/vcs.xml

+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="$PROJECT_DIR$/../.." vcs="Git" />
+  </component>
+</project>
\ No newline at end of file

Soil Analyzer and Optimized Crop Finder - IT20233808/soil-component-BE/.ipynb_checkpoints/Untitled-checkpoint.ipynb

+{
+ "cells": [],
+ "metadata": {},
+ "nbformat": 4,
+ "nbformat_minor": 5
+}

Soil Analyzer and Optimized Crop Finder - IT20233808/soil-component-BE/.ipynb_checkpoints/Untitled1-checkpoint.ipynb

+{
+ "cells": [],
+ "metadata": {},
+ "nbformat": 4,
+ "nbformat_minor": 5
+}

Soil Analyzer and Optimized Crop Finder - IT20233808/soil-component-BE/.ipynb_checkpoints/Untitled2-checkpoint.ipynb

+{
+ "cells": [],
+ "metadata": {},
+ "nbformat": 4,
+ "nbformat_minor": 5
+}

Soil Analyzer and Optimized Crop Finder - IT20233808/soil-component-BE/.ipynb_checkpoints/Untitled3-checkpoint.ipynb

+{
+ "cells": [],
+ "metadata": {},
+ "nbformat": 4,
+ "nbformat_minor": 5
+}

Soil Analyzer and Optimized Crop Finder - IT20233808/soil-component-BE/app.py

@@ -10,6 +10,7 @@ class Crop:
 
 # Function to calculate the suitability score for a crop
 def calculate_suitability_score(crop, user_soil_nutrients, optimization_criteria):
+    global suitability
     score = 0
     for nutrient in user_soil_nutrients:
         nutrient_value = user_soil_nutrients[nutrient]
@@ -21,9 +22,7 @@ def calculate_suitability_score(crop, user_soil_nutrients, optimization_criteria
             if difference == 0:
                 suitability = 100.0
             else:
-                suitability = 0.0
-        else:
-            suitability = (1 - difference / required_value) * 100.0
+                suitability = (1 - difference / required_value) * 100.0
 
         weighted_suitability = suitability * weight
         score += weighted_suitability
@@ -72,13 +71,12 @@ def receive_npk_data():
         Crop("Maize", {'N': 0.6, 'P': 0.4, 'K': 0.5}),
         Crop("Potato", {'N': 0.3, 'P': 0.4, 'K': 0.5}),
         Crop("Tomato", {'N': 0.6, 'P': 0.6, 'K': 0.6}),
-        Crop("Cotton", {'N': 0.6, 'P': 0.4, 'K': 0.6})
     ]
 
     optimization_criteria = {
         'N': 1,  
-        'P': 1, 
-        'K': 1  
+        'P': 0.5,
+        'K': 0.25
     }
 
     crop_scores = []

Soil Analyzer and Optimized Crop Finder - IT20233808/soil-component-BE/crop_data.csv

@@ -62,3 +62,9 @@ Tomato,0.3,0.5,0.2
 Wheat,4.47,0.29,5.24
 Cotton,4.47,0.29,5.24
 Tomato,4.47,0.29,5.24
+Tomato,30,50,20
+Wheat,30,50,20
+Cotton,30,50,20
+Tomato,40,30,30
+Wheat,40,30,30
+Cotton,40,30,30

Soil Analyzer and Optimized Crop Finder - IT20233808/soil-component-BE/soil_randomForest.py

+
 from flask import Flask, request, jsonify
 import joblib
 import pandas as pd
 from sklearn.metrics import accuracy_score
-
-model = joblib.load('./soil_crop_model.joblib')
+import pymongo as pymongo
+# Load your trained model
+model = joblib.load('./random_forest_model_v2.joblib')
 
 eval_data = pd.read_csv('soil_crop.csv')
 eval_X = eval_data[['nitrogen', 'phosphorus', 'potassium']]
 eval_y = eval_data['crop']
 
-predicted_labels = model.predict(eval_X)
-
-accuracy = accuracy_score(eval_y, predicted_labels)
+# Predict probabilities for all classes
+predicted_probabilities = model.predict_proba(eval_X)
 
 app = Flask(__name__)
 
+mongo_client = pymongo.MongoClient("mongodb+srv://anjana:8682123abc@cluster0.bhsdkyx.mongodb.net/?retryWrites=true&w=majority")
+db = mongo_client["AgriExpertSolutions"]
+collection = db["organic_solutions"]
+
+# Function to calculate the mean N, P, K values for a given crop
+def get_mean_values_for_crop(crop_name):
+    crop_data = eval_data[eval_data['crop'] == crop_name]
+    if not crop_data.empty:
+        mean_values = crop_data[['nitrogen', 'phosphorus', 'potassium']].mean()
+        return mean_values.to_dict()
+    else:
+        return None
+
 @app.route('/predict', methods=['POST'])
 def predict():
     input_data = request.get_json()
@@ -22,13 +36,111 @@ def predict():
     phosphorus = input_data['P']
     potassium = input_data['K']
 
-    predicted_crop = model.predict([[nitrogen, phosphorus, potassium]])
+    # Predict probabilities for the input data
+    predicted_probabilities = model.predict_proba([[nitrogen, phosphorus, potassium]])
+
+    # Get the classes (crops) and their corresponding probabilities
+    classes = model.classes_
+    probabilities = predicted_probabilities[0]
+
+    # Create a list to store crop information as objects
+    crop_info = []
+    for crop, probability in zip(classes, probabilities):
+        crop_info.append({
+            'crop': crop,
+            'probability': probability
+        })
+
+    # Sort the crops by probability in descending order
+    sorted_crops = sorted(crop_info, key=lambda x: x['probability'], reverse=True)
+
+    # Get the top three crops
+    top_three_crops = sorted_crops[:3]
 
     response = {
-        'crop': predicted_crop[0],
-        'accuracy': accuracy
+        'top_three_crops': top_three_crops,
+        'accuracy': accuracy_score(eval_y, model.predict(eval_X))  # Calculate accuracy on evaluation data
     }
     return jsonify(response)
 
+@app.route('/mean_values/<crop_name>', methods=['GET'])
+def get_mean_values(crop_name):
+    mean_values = get_mean_values_for_crop(crop_name)
+    if mean_values is not None:
+        return jsonify(mean_values)
+    else:
+        return jsonify({'error': 'Crop not found'}), 404
+
+
+@app.route('/balancesoil', methods=['POST'])
+def balance_soil():
+    input_data = request.get_json()
+    nitrogen_soil = input_data['N']
+    phosphorus_soil = input_data['P']
+    potassium_soil = input_data['K']
+    crop = input_data['crop']
+
+    # Get the mean nutrient values for the specified crop
+    mean_values = get_mean_values_for_crop(crop)
+
+    if mean_values is not None:
+        # Calculate the differences between soil values and mean values
+        nitrogen_diff = mean_values['nitrogen'] - nitrogen_soil
+        phosphorus_diff = mean_values['phosphorus'] - phosphorus_soil
+        potassium_diff = mean_values['potassium'] - potassium_soil
+
+        # Create a dictionary to store the lacking nutrient values
+        lacking_nutrients = {}
+
+        # Fetch the instructions for each nutrient deficiency from the database
+        if nitrogen_diff > 0:
+            nitrogen_instructions = list(collection.find({"target_nutrient": "Nitrogen"}))
+            lacking_nutrients['nitrogen'] = nitrogen_diff
+            lacking_nutrients['nitrogen_instructions'] = [{'description': ins['description'], 'recommendedApplication': ins['recommendedApplication']} for ins in nitrogen_instructions]
+
+        if phosphorus_diff > 0:
+            phosphorus_instructions = list(collection.find({"target_nutrient": "Phosphorus"}))
+            lacking_nutrients['phosphorus'] = phosphorus_diff
+            lacking_nutrients['phosphorus_instructions'] = [{'description': ins['description'], 'recommendedApplication': ins['recommendedApplication']} for ins in phosphorus_instructions]
+
+        if potassium_diff > 0:
+            potassium_instructions = list(collection.find({"target_nutrient": "Potassium"}))
+            lacking_nutrients['potassium'] = potassium_diff
+            lacking_nutrients['potassium_instructions'] = [{'description': ins['description'], 'recommendedApplication': ins['recommendedApplication']} for ins in potassium_instructions]
+
+        return jsonify(lacking_nutrients)
+    else:
+        return jsonify({'error': 'Crop not found'}), 404
+
+
+
+
+@app.route('/add_solution', methods=['POST'])
+def add_solution():
+    input_data = request.get_json()
+    print(input_data)
+    # Extract data from the request
+    name = input_data.get('name')
+    description = input_data.get('description')
+    target_nutrient = input_data.get('target_nutrient')
+    recommended_application = input_data.get('recommended_application')
+
+    # Insert the data into the MongoDB collection
+    new_solution = {
+        'name': name,
+        'description': description,
+        'target_nutrient': target_nutrient,
+        'recommendedApplication': recommended_application
+    }
+
+    # Insert the document into the collection
+    result = collection.insert_one(new_solution)
+
+    if result.inserted_id:
+        return jsonify({'message': 'Solution added successfully'})
+    else:
+        return jsonify({'message': 'Failed to add solution'}), 500
+
+
 if __name__ == '__main__':
     app.run()

Soil Analyzer and Optimized Crop Finder - IT20233808/soil-component-BE/test.py

+import pandas as pd
+
+# Read the CSV file into a Pandas DataFrame
+df = pd.read_csv('soil_crop.csv')
+
+# Divide the values in the "nitrogen," "phosphorus," and "potassium" columns by 10
+df['nitrogen'] = df['nitrogen'] / 10
+df['phosphorus'] = df['phosphorus'] / 10
+df['potassium'] = df['potassium'] / 10
+
+# Save the new dataset to a new CSV file
+df.to_csv('new_soil_data.csv', index=False)