diff --git a/.github/workflows/firebase-hosting-pull-request.yml b/.github/workflows/firebase-hosting-pull-request.yml
deleted file mode 100644
index 5fca6e2d..00000000
--- a/.github/workflows/firebase-hosting-pull-request.yml
+++ /dev/null
@@ -1,37 +0,0 @@
-# This file was auto-generated by the Firebase CLI
-# https://github.com/firebase/firebase-tools
-
-name: Deploy to Firebase Hosting on PR
-'on': pull_request
-jobs:
-  build_and_preview:
-    if: '${{ github.event.pull_request.head.repo.full_name == github.repository }}'
-    runs-on: ubuntu-latest
-    permissions:
-      contents: read
-      pull-requests: write
-    steps:
-      - uses: actions/checkout@v3 
-      - uses: actions/setup-node@v3
-        with:
-          node-version: "18"
-      - name: Install Dependencies
-        working-directory: ./app/WhereIsThePower
-        run: npm install --frozen-lock
-      - name: Update env
-        uses: cschleiden/replace-tokens@v1.2
-        with:
-          tokenPrefix: '{'
-          tokenSuffix: '}'
-          files: ./app/WhereIsThePower/src/environments/environment.prod.ts
-        env:
-          MapboxApiKey: ${{ secrets.TEST_SECRET }}
-      - name: Build app
-        working-directory: ./app/WhereIsThePower
-        run: npm run build
-      - uses: FirebaseExtended/action-hosting-deploy@v0
-        with:
-          working-directory: ./app/WhereIsThePower
-          repoToken: '${{ secrets.GITHUB_TOKEN }}'
-          firebaseServiceAccount: '${{ secrets.FIREBASE_SERVICE_ACCOUNT_WHEREISTHEPOWER_33A66 }}'
-          projectId: whereisthepower-33a66
diff --git a/.github/workflows/firebase_dev.yml b/.github/workflows/firebase_dev.yml
new file mode 100644
index 00000000..76328a0f
--- /dev/null
+++ b/.github/workflows/firebase_dev.yml
@@ -0,0 +1,42 @@
+name: Build and Deploy app to DEV site
+'on':
+  push:
+    branches:
+      - dev
+
+jobs:
+  build_and_deploy:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+      
+      - uses: actions/setup-node@v3
+        with:
+          node-version: "18"
+
+      - name: Install Dependencies
+        working-directory: ./app/WhereIsThePower
+        run: npm install --frozen-lock
+      
+      - name: Inject Developer tags    
+        run: | 
+          sed -i 's|<!-- DEVELOPER SITE INJECTION -->|<ion-item><ion-title style="background-color: red; color: white;">DEVELOPER SITE</ion-title></ion-item>|g' app/WhereIsThePower/src/app/app.component.html
+          sed -i 's|<title>Where Is The Power|<title>WITP-DEV|g' app/WhereIsThePower/src/index.html
+          sed -i 's|href="assets/icon/favicon.ico"|href="assets/Ramp.svg"|g' app/WhereIsThePower/src/index.html
+
+      - name: update Prod ENV file
+        run: | 
+          sed -i 's/HelloAPIKey/${{ secrets.MAPBOX_API_KEY }}/g' app/WhereIsThePower/src/environments/environment.prod.ts
+
+      - name: Build app
+        working-directory: ./app/WhereIsThePower
+        run: npm run build
+
+      - uses: FirebaseExtended/action-hosting-deploy@v0
+        with:
+          repoToken: '${{ secrets.GITHUB_TOKEN }}'
+          firebaseServiceAccount: '${{ secrets.FIREBASE_SERVICE_ACCOUNT_WHEREISTHEPOWER_33A66 }}'
+          channelId: live
+          projectId: whereisthepower-33a66
+          target: dev
+          entrypoint: ./app/WhereIsThePower
\ No newline at end of file
diff --git a/.github/workflows/firebase_prod.yml b/.github/workflows/firebase_prod.yml
new file mode 100644
index 00000000..e5f2af18
--- /dev/null
+++ b/.github/workflows/firebase_prod.yml
@@ -0,0 +1,39 @@
+name: Build and Deploy app to PROD site
+'on':
+  push:
+    branches:
+      - main
+
+jobs:
+  build_and_deploy:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+      
+      - uses: actions/setup-node@v3
+        with:
+          node-version: "18"
+
+      - name: Install Dependencies
+        working-directory: ./app/WhereIsThePower
+        run: npm install --frozen-lock
+      
+      - name: Remove consolelogs from production site  
+        run: echo "if(window) { window.console.log = function() {}; }" >> app/WhereIsThePower/src/main.ts
+    
+      - name: update Prod ENV file
+        run: | 
+          sed -i 's/HelloAPIKey/${{ secrets.MAPBOX_API_KEY }}/g' app/WhereIsThePower/src/environments/environment.prod.ts
+
+      - name: Build app
+        working-directory: ./app/WhereIsThePower
+        run: npm run build
+
+      - uses: FirebaseExtended/action-hosting-deploy@v0
+        with:
+          repoToken: '${{ secrets.GITHUB_TOKEN }}'
+          firebaseServiceAccount: '${{ secrets.FIREBASE_SERVICE_ACCOUNT_WHEREISTHEPOWER_33A66 }}'
+          channelId: live
+          projectId: whereisthepower-33a66
+          target: prod
+          entrypoint: ./app/WhereIsThePower
\ No newline at end of file
diff --git a/api/scripts/fetchstatstest.py b/api/scripts/fetchstatstest.py
index f3085eff..351f2c6d 100644
--- a/api/scripts/fetchstatstest.py
+++ b/api/scripts/fetchstatstest.py
@@ -2,8 +2,11 @@
 import json
 import requests
 
-testing_endpoint = "http://witpa.codelog.co.za/api/fetchSuburbStats"
 testing_endpoint = "http://127.0.0.1:8000/api/fetchSuburbStats"
+testing_endpoint = "https://witpa.codelog.co.za/api/fetchSuburbStats"
+schedule_endpoint = "https://witpa.codelog.co.za/api/fetchScheduleData"
+schedule_endpoint = "http://127.0.0.1:8000/api/fetchScheduleData"
+maponoff_endpoint = "http://127.0.0.1:8000/api/fetchTimeForPolygon"
 def sendRequest():
     body = {
       "suburbId" : 17959
@@ -15,5 +18,34 @@ def sendRequest():
     response = requests.post(url=testing_endpoint,data=request,headers=headers)
     print(response.text)
 
+def sendScheduleRequest():
+    body = {
+      #"suburbId" :18231 
+      "suburbId" : 18210
+    }
+    request = json.dumps(body)
+    headers = {
+      "Content-Type":"application/json"
+    }
+    response = requests.post(url=schedule_endpoint,data=request,headers=headers)
+    print(response.text)
+
+def sendTimeForPolygonRequest():
+    body = {
+      #"suburbId" :18057 
+      #"suburbId" : 18231 
+      "suburbId" : 18195
+    }
+    request = json.dumps(body)
+    headers = {
+      "Content-Type":"application/json"
+    }
+    response = requests.post(url=maponoff_endpoint,data=request,headers=headers)
+    print(response.text)
 if (__name__ == "__main__"):
     sendRequest()
+    print("=================================================================================")
+    sendScheduleRequest()
+    print("=================================================================================")
+    sendTimeForPolygonRequest()
+
diff --git a/api/scripts/mapdatatest.py b/api/scripts/mapdatatest.py
index b49e2026..7a161837 100644
--- a/api/scripts/mapdatatest.py
+++ b/api/scripts/mapdatatest.py
@@ -2,8 +2,8 @@
 import json
 import requests
 
-testing_endpoint = "https://witpa.codelog.co.za/api/fetchMapData"
 testing_endpoint = "http://127.0.0.1:8000/api/fetchMapData"
+testing_endpoint = "https://witpa.codelog.co.za/api/fetchMapData"
 def sendRequest():
     body = {
         "bottomLeft": [-90,-180],
diff --git a/api/scripts/robots.py b/api/scripts/robots.py
new file mode 100644
index 00000000..4c4b8956
--- /dev/null
+++ b/api/scripts/robots.py
@@ -0,0 +1,84 @@
+import requests
+import json
+
+def get_polygons():
+    api_url = 'https://witpa.codelog.co.za/api/fetchMapData'
+
+    # Define the request payload (body)
+    body = {
+        "bottomLeft": [-90, -180],
+        "topRight": [90, 180]
+    }
+
+    # Send a POST request to the API
+    witpaData = requests.post(api_url, json=body).json()
+
+    polygons = []
+    for feature in witpaData['result']['mapPolygons'][0]['features']:
+            poly_cords = [point for point in feature['geometry']['coordinates'][0] if len(point) == 2]
+            sub_polygon = [point for point in feature['geometry']['coordinates'][0] if len(point) > 2]
+            polygon = {
+                    "id" : feature['id'],
+                    "coordinates" : poly_cords,
+                    "robots" : []
+                }
+            polygons.append(polygon)
+    return polygons
+
+def point_in_polygon(point, polygon):
+    x, y = point
+
+    # Check if the point is outside the bounding box of the polygon
+    if(len(polygon) == 0):
+        return False
+    min_x, min_y = min(polygon, key=lambda p: p[0])
+    max_x, max_y = max(polygon, key=lambda p: p[0])
+
+    if x < min_x or x > max_x or y < min_y or y > max_y:
+        return False
+
+    # Check if the point is inside the polygon using ray-casting algorithm
+    inside = False
+    n = len(polygon)
+    j = n - 1
+
+    for i in range(n):
+        xi, yi = polygon[i]
+        xj, yj = polygon[j]
+
+        if ((yi > y) != (yj > y)) and (x < (xj - xi) * (y - yi) / (yj - yi) + xi):
+            inside = not inside
+
+        j = i
+    return inside
+
+def get_robots():
+    robots = []
+    # Open the file in read mode
+    with open("robots.txt", 'r') as file:
+        for line in file:
+            lon,lat = line.strip().split(',')
+            robots.append([float(lon),float(lat)])  # Use strip() to remove leading/trailing whitespace
+    return robots
+
+polygons = get_polygons()
+robots = get_robots()
+
+output = {
+    "robots" : [{}]
+}
+
+for polygon in polygons:
+    data = {
+        "coordinates": [],
+        "polygon_id": polygon["id"]
+    }
+    for robot in robots:
+        if point_in_polygon(robot,polygon["coordinates"]):
+            print("yes!")
+            data["coordinates"].append(robot)
+            output["robots"].append(data)
+
+with open("robots.json", "w") as json_file:
+    json_file.write(json.dumps(output, indent=2))
+     
diff --git a/api/scripts/robots.txt b/api/scripts/robots.txt
new file mode 100644
index 00000000..522a3a94
--- /dev/null
+++ b/api/scripts/robots.txt
@@ -0,0 +1,3282 @@
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+28.2439005,-25.7658124
\ No newline at end of file
diff --git a/api/scripts/test.py b/api/scripts/test.py
new file mode 100644
index 00000000..05b00651
--- /dev/null
+++ b/api/scripts/test.py
@@ -0,0 +1,26 @@
+import json
+# data = {}
+
+# # Open the JSON file in read mode
+# with open("robots.json", 'r') as file:
+#     # Use the json.load() function to load the JSON data from the file
+#     data = json.load(file)
+
+# for d in data:
+#     if len(d["robots"]) >0:
+#         print(d["robots"])
+
+
+def get_robots():
+    robots = []
+    # Open the file in read mode
+    with open("robots.txt", 'r') as file:
+        for line in file:
+            lon,lat = line.strip().split(',')
+            robots.append([float(lon),float(lat)])  # Use strip() to remove leading/trailing whitespace
+    return robots
+
+
+
+with open("robots.json", "w") as json_file:
+    json_file.write(json.dumps(get_robots(), indent=2))
\ No newline at end of file
diff --git a/api/scripts/tshwane_cords.json b/api/scripts/tshwane_cords.json
new file mode 100644
index 00000000..2e65d3c8
--- /dev/null
+++ b/api/scripts/tshwane_cords.json
@@ -0,0 +1,1130 @@
+[
+  [
+    28.2712,  
+    -25.925
+  ],
+  [
+    28.2384,
+    -25.925
+  ],
+  [
+    28.185,
+    -25.9227
+  ],
+  [
+    28.181,
+    -25.9034
+  ],
+  [
+    28.1102,
+    -25.9195
+  ],
+  [
+    28.1055,
+    -25.9449
+  ],
+  [
+    28.0908,
+    -25.9249
+  ],
+  [
+    28.0902,
+    -25.9274
+  ],
+  [
+    28.0805,
+    -25.9243
+  ],
+  [
+    28.0772,
+    -25.9252
+  ],
+  [
+    28.0751,
+    -25.9209
+  ],
+  [
+    28.0457,
+    -25.9292
+  ],
+  [
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+    -25.9315
+  ],
+  [
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+    -25.9264
+  ],
+  [
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+    -25.9111
+  ],
+  [
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+  ],
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+  ],
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+  ],
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+  ],
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+  ],
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+  ],
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+  ],
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+  ],
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+  ],
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+  ],
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+  ],
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+  ],
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+  ],
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+  ],
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+  ],
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+    28.6527,
+    -25.9906
+  ],
+  [
+    28.6323,
+    -25.9743
+  ],
+  [
+    28.591,
+    -25.9708
+  ],
+  [
+    28.5867,
+    -26.0025
+  ],
+  [
+    28.5789,
+    -26.016
+  ],
+  [
+    28.5386,
+    -26.0596
+  ],
+  [
+    28.5308,
+    -26.0478
+  ],
+  [
+    28.5158,
+    -26.0616
+  ],
+  [
+    28.4687,
+    -26.0585
+  ],
+  [
+    28.4405,
+    -26.0781
+  ],
+  [
+    28.4422,
+    -26.0477
+  ],
+  [
+    28.4491,
+    -26.0422
+  ],
+  [
+    28.4547,
+    -26.0427
+  ],
+  [
+    28.4601,
+    -26.0308
+  ],
+  [
+    28.4643,
+    -26.0237
+  ],
+  [
+    28.4644,
+    -26.0256
+  ],
+  [
+    28.4457,
+    -26.0114
+  ],
+  [
+    28.4482,
+    -26.0181
+  ],
+  [
+    28.4511,
+    -25.9999
+  ],
+  [
+    28.4444,
+    -25.9955
+  ],
+  [
+    28.4517,
+    -25.9911
+  ],
+  [
+    28.4627,
+    -25.9864
+  ],
+  [
+    28.468,
+    -25.9744
+  ],
+  [
+    28.457,
+    -25.9633
+  ],
+  [
+    28.446,
+    -25.9567
+  ],
+  [
+    28.4177,
+    -25.9649
+  ],
+  [
+    28.4167,
+    -25.9505
+  ],
+  [
+    28.4195,
+    -25.9484
+  ],
+  [
+    28.4176,
+    -25.9487
+  ],
+  [
+    28.4072,
+    -25.9394
+  ],
+  [
+    28.3524,
+    -25.9241
+  ],
+  [
+    28.3381,
+    -25.9546
+  ],
+  [
+    28.3195,
+    -25.95
+  ],
+  [
+    28.2694,
+    -25.9137
+  ],
+  [
+    28.2712,
+    -25.9158
+  ],
+  [
+    28.2712,  
+    -25.925
+  ]
+]
\ No newline at end of file
diff --git a/api/src/ai.rs b/api/src/ai.rs
index bfcf37e5..eaba8701 100644
--- a/api/src/ai.rs
+++ b/api/src/ai.rs
@@ -9,7 +9,7 @@ use utoipa::ToSchema;
 #[utoipa::path(post, tag = "AI", path = "/api/ai/info", request_body = AiInfoRequest)]
 #[post("/ai/info", format = "application/json", data = "<request>")]
 pub async fn get_ai_info<'a>(request: Json<AiInfoRequest>) -> ApiResponse<'a, AiInfoResponse> {
-    let mapbox_api_key = if let Ok(key) = env::var("MAPBOX_API_KEY") {
+    let mapbox_api_key = if let Ok(key) = dbg!(env::var("MAPBOX_API_KEY")) {
         key
     } else {
         log::error!("We couldn't get the mapbox api key. The environment variable was not set!");
@@ -21,11 +21,12 @@ pub async fn get_ai_info<'a>(request: Json<AiInfoRequest>) -> ApiResponse<'a, Ai
 
     match Command::new("python3")
         .args([
-            "src/avoid_cords.py",
+            "route.py",
             serde_json::to_string(&request.into_inner())
                 .unwrap()
                 .as_ref(),
         ])
+        .current_dir("src")
         .stdout(Stdio::piped())
         .env("MAPBOX_API_KEY", mapbox_api_key)
         .output()
@@ -56,19 +57,21 @@ pub async fn get_ai_info<'a>(request: Json<AiInfoRequest>) -> ApiResponse<'a, Ai
 #[derive(Clone, Deserialize, Serialize, ToSchema)]
 #[schema(example = json! {
     AiInfoRequest {
-        polygon: vec![
-            [0.0, 0.0],
-            [90.0, -90.0],
-            [-90.0, 90.0],
-        ]
+        origin: Box::new([28.3, -27.73]),
+        destination: Box::new([28.2651, -25.7597])
     }
 })]
 pub struct AiInfoRequest {
-    pub polygon: Vec<[f64; 2]>,
+    pub origin: Box<[f64; 2]>,
+    pub destination: Box<[f64; 2]>,
 }
 
 #[derive(Clone, Serialize, Deserialize, ToSchema)]
 #[serde(rename_all = "camelCase")]
 pub struct AiInfoResponse {
-    pub coords_to_avoid: Vec<[f64; 2]>,
+    pub duration: f32,
+    pub distance: f32,
+    pub traffic_lights_avoided: Vec<[f32; 2]>,
+    pub instructions: Vec<String>,
+    pub coordinates: Vec<[f32; 2]>,
 }
diff --git a/api/src/auth.rs b/api/src/auth.rs
index c8be0392..4c001243 100644
--- a/api/src/auth.rs
+++ b/api/src/auth.rs
@@ -51,6 +51,7 @@ pub async fn authenticate(
             let mut doc = Document::new();
             doc.insert("email", email);
 
+            #[allow(deprecated)]
             match User::query(doc, &db.database(DB_NAME)).await {
                 Ok(mut result) => match result.try_next().await {
                     Ok(user) => {
@@ -111,6 +112,7 @@ pub async fn authenticate(
             let db = state.inner().as_ref().unwrap();
             if let Some(cookie) = cookies.get("cookie").map(Cookie::value) {
                 log::info!("User trying to authenticate with cookie ({cookie})");
+                #[allow(deprecated)]
                 match AuthCookie::query(
                     bson::doc! {
                         "cookie": cookie
@@ -281,12 +283,23 @@ impl<'r> FromRequest<'r> for JWTAuthToken {
                         if let Some(client) = request.rocket().state::<Option<mongodb::Client>>() {
                             let mut doc = Document::new();
                             doc.insert("email", email.unwrap());
-                            let user =
-                                User::query(doc, &client.to_owned().unwrap().database(DB_NAME))
-                                    .await
-                                    .unwrap()
-                                    .deserialize_current()
-                                    .unwrap();
+                            let user = if let Some(user) = User::find_one(
+                                doc,
+                                &client
+                                    .as_ref()
+                                    .expect("Couldn't connect to database")
+                                    .database(DB_NAME),
+                                None,
+                            )
+                            .await
+                            {
+                                user
+                            } else {
+                                return Outcome::Failure((
+                                    Status::Unauthorized,
+                                    ApiError::AuthError("Couldn't find the requested user"),
+                                ));
+                            };
 
                             Outcome::Success(JWTAuthToken {
                                 token: auth_header[1].to_string(),
diff --git a/api/src/avoid_cords.py b/api/src/avoid_cords.py
deleted file mode 100644
index 8327832b..00000000
--- a/api/src/avoid_cords.py
+++ /dev/null
@@ -1,116 +0,0 @@
-import requests
-import math
-import json
-import sys
-import os
-
-access_token = os.environ.get("MAPBOX_API_KEY")
-if access_token is None:
-    print("No access token")
-    exit(-1)
-
-
-def find_polygon_center(polygon):
-    # Subtract 1 to account for the repeated first point
-    num_points = len(polygon) - 1
-    sum_x = 0
-    sum_y = 0
-
-    for i in range(num_points):
-        sum_x += polygon[i][0]
-        sum_y += polygon[i][1]
-
-    center_x = sum_x / num_points
-    center_y = sum_y / num_points
-
-    return [center_x, center_y]
-
-# polygon = [[28.278153, -25.781812], [28.277781, -25.78166], [28.276252, -25.781039], [28.274805, -25.780169], [28.271878, -25.778368], [28.271868, -25.778362], [28.271357, -25.780567], [28.272005, -25.780674], [28.272028, -25.780909], [28.272131, -25.781988], [28.273088, -25.781879], [28.273176, -25.781889], [28.273249, -25.78257], [28.273317, -25.783255], [28.273336, -25.783449], [28.273329, -25.783493], [28.273279, -25.783745], [28.273191, -25.783733], [28.272402, -25.783829], [28.271852, -25.783882], [28.271883, -25.78414], [28.27194, -25.784489], [28.272039, -25.784601], [28.272161, -25.784687], [28.272318, -25.784763], [28.272524, -25.784863], [28.272837, -25.785091], [28.273073, -25.785357], [28.2732, -25.785413], [28.273372, -25.785439], [28.273481, -25.78545], [28.273512, -25.785341], [28.273574, -25.785166], [28.273687, -25.785057], [28.274178, -25.785052], [28.275, -25.784969], [28.275408, -25.784928], [28.275547, -25.784918], [28.275645, -25.784943], [28.275723, -25.784995], [28.275785, -25.785114], [28.275826, -25.785512], [28.275909, -25.785775], [28.276022, -25.785927], [28.276106, -25.785997], [28.276567, -25.786251], [28.276583, -25.786213], [28.276625, -25.786112], [28.276952, -25.785404], [28.27755, -25.785558], [28.278122, -25.785708], [28.278668, -25.785849], [28.27914, -25.785995], [28.279154, -25.785954], [28.279211, -25.78577], [28.279303, -25.785538], [28.279341, -25.785498], [28.279463, -25.785446], [28.279875, -25.785362], [28.279989, -25.785341], [28.280085, -25.785337], [28.28016, -25.785344], [28.280172, -25.785345], [28.280935, -25.78546], [28.281786, -25.785597], [28.281936, -25.785633], [28.282018, -25.785703], [28.282127, -25.785863], [28.282235, -25.785998], [28.28237, -25.786076], [28.283506, -25.786275], [28.284163, -25.786432], [28.28422, -25.78632], [28.284407, -25.785946], [28.284578, -25.785595], [28.284754, -25.785238], [28.284895, -25.784956], [28.284992, -25.784781], [28.284995, -25.784777], [28.2852, -25.784409], [28.285267, -25.784292], [28.285528, -25.783838], [28.285673, -25.783466], [28.284074, -25.783327], [28.283035, -25.78316], [28.282951, -25.783146], [28.281956, -25.782987], [28.281678, -25.782916], [28.280621, -25.782647], [28.280194, -25.782538], [28.278153, -25.781812]]
-
-
-parsed_data = json.loads(sys.argv[1])
-polygon = parsed_data["polygon"]
-
-# print("polygon",polygon)
-
-lon, lat = find_polygon_center(polygon)
-
-
-def haversine(lat1, lon1, lat2, lon2):
-    # Convert latitude and longitude from degrees to radians
-    lat1_rad = math.radians(lat1)
-    lon1_rad = math.radians(lon1)
-    lat2_rad = math.radians(lat2)
-    lon2_rad = math.radians(lon2)
-
-    # Haversine formula
-    dlat = lat2_rad - lat1_rad
-    dlon = lon2_rad - lon1_rad
-    a = math.sin(dlat / 2) ** 2 + math.cos(lat1_rad) * \
-        math.cos(lat2_rad) * math.sin(dlon / 2) ** 2
-    c = 2 * math.atan2(math.sqrt(a), math.sqrt(1 - a))
-
-    # Radius of the Earth (in meters)
-    radius_earth = 6371000
-
-    # Calculate the distance in meters
-    distance = radius_earth * c
-    return distance
-
-
-def distance_between_points(point1, point2):
-    # Euclidean distance between two points in 2D
-    return haversine(point1[1], point1[0], point2[1], point2[0])
-
-
-def find_radius(polygon):
-    # finding the longest_diagonal_length
-    # Subtract 1 to account for the repeated first point
-    num_points = len(polygon) - 1
-    longest_diagonal_length = 0
-
-    for i in range(num_points):
-        for j in range(i + 2, num_points):
-            diagonal_length = distance_between_points(polygon[i], polygon[j])
-            longest_diagonal_length = max(
-                longest_diagonal_length, diagonal_length)
-
-    return longest_diagonal_length
-
-
-radius = find_radius(polygon)
-
-# Set up API credentials and endpoint
-
-endpoint = f"https://api.mapbox.com/v4/mapbox.mapbox-streets-v8/tilequery/{lon},{lat}.json"
-
-# # Prepare the API request
-params = {
-    "access_token": access_token,
-    "layers": "road",
-    "radius": radius,
-    "limit": 50,
-}
-
-# Send the API request
-response = requests.get(endpoint, params=params)
-
-# Load JSON data into a Python dictionary
-data = response.json()
-
-# Function to extract coordinates with type "traffic_signals"
-
-
-def extract_traffic_signals_coordinates(data):
-    coordinates_list = []
-    for feature in data['features']:
-        if feature['properties']['type'] == 'traffic_signals':
-            coordinates = feature['geometry']['coordinates']
-            coordinates_list.append(coordinates)
-    return coordinates_list
-
-
-# Call the function to get the coordinates
-traffic_signals_coordinates = extract_traffic_signals_coordinates(data)
-
-print(json.dumps({"coordsToAvoid": traffic_signals_coordinates}))
diff --git a/api/src/loadshedding.rs b/api/src/loadshedding.rs
index a1ea9c99..9b0abeba 100644
--- a/api/src/loadshedding.rs
+++ b/api/src/loadshedding.rs
@@ -16,6 +16,7 @@ use rocket::{
     fairing::{self, Fairing, Info, Kind},
     futures::{future::try_join_all, TryStreamExt},
     post,
+    get,
     serde::json::Json,
     Orbit, Rocket, State,
 };
@@ -116,12 +117,99 @@ pub async fn fetch_suburb_stats<'a>(
         None => return ApiError::ServerError("Document not found").into(),
     };
     let db_functions = DBFunctions {};
-    match suburb.get_stats(&connection, &db_functions).await {
+    match suburb
+        .get_total_time_down_stats(Some(&connection), &db_functions, None)
+        .await
+    {
         Ok(data) => return ApiResponse::Ok(data),
         Err(err) => return err.into(),
     }
 }
 
+#[utoipa::path(post, tag = "Schedule Data", path = "/api/fetchScheduleData", request_body = SuburbStatsRequest)]
+#[post("/fetchScheduleData", format = "application/json", data = "<request>")]
+pub async fn fetch_schedule<'a>(
+    db: &State<Option<Client>>,
+    request: Json<SuburbStatsRequest>,
+) -> ApiResponse<'a, PredictiveSuburbStatsResponse> {
+    let oid = &request.suburb_id;
+    let connection = db.as_ref().unwrap().database("production");
+    let query = doc! {"geometry" : {"$in" : [oid]}};
+    let suburb: SuburbEntity = match connection
+        .collection("suburbs")
+        .find_one(query, None)
+        .await
+        .unwrap()
+    {
+        Some(result) => result,
+        None => return ApiError::ServerError("Document not found").into(),
+    };
+    let db_functions = DBFunctions {};
+    match suburb.build_schedule(Some(&connection), &db_functions, None).await {
+        Ok(data) => return ApiResponse::Ok(data),
+        Err(err) => return err.into(),
+    }
+}
+
+#[utoipa::path(post, tag = "Schedule Data", path = "/api/fetchTimeForPolygon", request_body = SuburbStatsRequest)]
+#[post(
+    "/fetchTimeForPolygon",
+    format = "application/json",
+    data = "<request>"
+)]
+pub async fn fetch_time_for_polygon<'a>(
+    db: &State<Option<Client>>,
+    request: Json<SuburbStatsRequest>,
+) -> ApiResponse<'a, PredictiveSuburbStatsResponse> {
+    let oid = &request.suburb_id;
+    let connection = db.as_ref().unwrap().database("production");
+    let query = doc! {"geometry" : {"$in" : [oid]}};
+    let suburb: SuburbEntity = match connection
+        .collection("suburbs")
+        .find_one(query, None)
+        .await
+        .unwrap()
+    {
+        Some(result) => result,
+        None => return ApiError::ServerError("Document not found").into(),
+    };
+    let db_functions = DBFunctions {};
+    let time_now = get_date_time(None);
+    match suburb.build_schedule(Some(&connection), &db_functions, None).await {
+        Ok(data) => {
+            let relevant: Vec<TimeSlot> = data
+                .times_off
+                .into_iter()
+                .filter(|time| time.time_slot_bound_validation(&time_now))
+                .collect();
+            if let Some(to_return) = relevant.get(0) {
+                return ApiResponse::Ok(PredictiveSuburbStatsResponse {
+                    times_off: vec![to_return.clone()],
+                });
+            } else {
+                return ApiResponse::Ok(PredictiveSuburbStatsResponse { times_off: vec![] });
+            }
+        }
+        Err(err) => err.into(),
+    }
+}
+
+#[utoipa::path(get, path = "/api/fetchCurrentStage")]
+#[get("/fetchCurrentStage")]
+pub async fn get_current_stage<'a>(
+    loadshedding_stage: &State<Option<Arc<RwLock<LoadSheddingStage>>>>,
+) -> ApiResponse<'a, i32> {
+    // query end
+    ApiResponse::Ok(loadshedding_stage
+        .inner()
+        .as_ref()
+        .clone()
+        .unwrap()
+        .read()
+        .await
+        .stage)
+}
+
 #[derive(Debug, Serialize, Deserialize, Clone, Entity)]
 #[serde(rename_all = "camelCase")]
 #[collection_name = "stage_log"]
@@ -282,7 +370,7 @@ pub struct GroupEntity {
     // consider a small refactor to add groups associated municipalities for better efficiency
 }
 
-#[derive(Debug, Serialize, Deserialize, Clone, Entity)]
+#[derive(Debug, Serialize, Deserialize, Clone, Entity,PartialEq)]
 #[serde(rename_all = "camelCase")]
 #[collection_name = "suburbs"]
 pub struct SuburbEntity {
@@ -360,7 +448,7 @@ pub struct SuburbStatsRequest {
     pub suburb_id: u32,
 }
 
-#[derive(Serialize, Deserialize, Debug, ToSchema)]
+#[derive(Serialize, Deserialize, Debug, ToSchema,PartialEq)]
 #[serde(rename_all = "camelCase")]
 pub struct SuburbStatsResponse {
     pub total_time: TotalTime,
@@ -368,7 +456,19 @@ pub struct SuburbStatsResponse {
     pub suburb: SuburbEntity,
 }
 
-#[derive(Serialize, Deserialize, Debug)]
+#[derive(Serialize, Deserialize, Debug, ToSchema, PartialEq)]
+#[serde(rename_all = "camelCase")]
+pub struct PredictiveSuburbStatsResponse {
+    times_off: Vec<TimeSlot>,
+}
+
+#[derive(Serialize, Deserialize, Debug, Clone, PartialEq)]
+pub struct TimeSlot {
+    start: i64,
+    end: i64,
+}
+
+#[derive(Serialize, Deserialize, Debug,PartialEq)]
 pub struct TotalTime {
     pub on: i32,
     pub off: i32,
@@ -562,6 +662,75 @@ impl DBFunctionsTrait for DBFunctions {
     }
 }
 // db functions end
+impl LoadsheddingData {
+    pub fn convert_to_loadsheddingstage(&self) -> LoadSheddingStage {
+        return LoadSheddingStage {
+            id: None,
+            start_time: self.start.0.timestamp(),
+            end_time: self.end.0.timestamp(),
+            db: None,
+            stage: self.stage,
+        }
+    }
+}
+
+
+impl TimeSlot {
+    fn time_slot_bound_validation(&self, time_to_search: &DateTime<FixedOffset>) -> bool {
+        let stamp = time_to_search.timestamp();
+        if self.start <= stamp {
+            if self.end > stamp {
+                return true;
+            }
+        }
+        return false;
+    }
+}
+
+impl TimeScheduleEntity {
+    pub fn timestamp_from_slot_times(
+        &self,
+        time_to_search: DateTime<FixedOffset>,
+        start: bool,
+    ) -> DateTime<FixedOffset> {
+        let mut time = time_to_search
+            .with_hour(if start {
+                self.start_hour as u32
+            } else {
+                self.stop_hour as u32
+            })
+            .unwrap()
+            .with_minute(if start {
+                self.start_minute as u32
+            } else {
+                self.stop_minute as u32
+            })
+            .unwrap();
+        if time < time_to_search {
+            time = time.checked_add_signed(chrono::Duration::days(1)).unwrap();
+        }
+        time
+    }
+    fn is_within_timeslot(&self, time_to_search: &DateTime<FixedOffset>) -> bool {
+        let mut maybe = false;
+        if self.start_hour <= time_to_search.hour() as i32 {
+            if self.stop_hour >= time_to_search.hour() as i32 {
+                maybe = true;
+                if self.stop_minute <= time_to_search.minute() as i32
+                    && self.stop_hour == time_to_search.hour() as i32
+                {
+                    return false;
+                }
+                if self.start_minute > time_to_search.minute() as i32
+                    && self.start_hour == time_to_search.hour() as i32
+                {
+                    return false;
+                }
+            }
+        }
+        return maybe;
+    }
+}
 
 impl MunicipalityEntity {
     pub async fn get_regions_at_time(
@@ -589,23 +758,8 @@ impl MunicipalityEntity {
         let mut schedules: Vec<TimeScheduleEntity> = Vec::new();
         // filter schedules to relevant ones
         for schedule in unfiltered_schedules {
-            let mut keep = false;
+            let keep = schedule.is_within_timeslot(&time_to_search);
             println!("{:?}", time_to_search.hour());
-            if schedule.start_hour <= time_to_search.hour() as i32 {
-                if schedule.stop_hour >= time_to_search.hour() as i32 {
-                    keep = true;
-                    if schedule.stop_minute <= time_to_search.minute() as i32
-                        && schedule.stop_hour == time_to_search.hour() as i32
-                    {
-                        keep = false;
-                    }
-                    if schedule.start_minute > time_to_search.minute() as i32
-                        && schedule.start_hour == time_to_search.hour() as i32
-                    {
-                        keep = false;
-                    }
-                }
-            }
             if keep {
                 schedules.push(schedule);
             }
@@ -702,20 +856,198 @@ impl MunicipalityEntity {
 }
 
 impl SuburbEntity {
-    pub async fn get_stats(
+    pub async fn build_schedule(
+        self,
+        connection: Option<&Database>,
+        db_functions: &dyn DBFunctionsTrait,
+        time: Option<i64>,
+    ) -> Result<PredictiveSuburbStatsResponse, ApiError<'static>> {
+        let time_now = get_date_time(time)
+            .with_second(0)
+            .unwrap()
+            .with_minute(0)
+            .unwrap();
+        println!("{:?}", time_now.timestamp());
+        let mut response: Vec<TimeSlot> = Vec::new();
+        let day_in_future =
+            get_date_time(Some((Local::now() + chrono::Duration::days(1)).timestamp()));
+
+        let (group, mut all_stages, schedule) = match self
+            .collect_information(&time_now.timestamp(), connection, db_functions)
+            .await
+        {
+            Ok(data) => data,
+            Err(err) => return Err(err),
+        };
+        all_stages.reverse();
+
+        let mut time_to_search = time_now;
+        println!("{:?}", time_to_search.timestamp());
+        while time_to_search < day_in_future {
+            let day = time_to_search.day() as i32;
+            let time_slots: Vec<TimeScheduleEntity> = schedule
+                .clone()
+                .into_iter()
+                .filter(|time| {
+                    // check what time it falls under
+                    time.is_within_timeslot(&time_to_search)
+                })
+                .collect();
+            if all_stages.len() >= 2 {
+                if all_stages[1].start_time <= time_to_search.timestamp() {
+                    all_stages.remove(0);
+                }
+            }
+            if let Some(slot) = self.add_time_checker(&all_stages[0], &time_slots, &group, &day) {
+                let end_time = slot.timestamp_from_slot_times(time_to_search, false);
+                time_to_search = slot.timestamp_from_slot_times(time_to_search, true);
+                match response.last_mut() {
+                    Some(time) => {
+                        if time.end >= time_to_search.timestamp() {
+                            time.end = end_time.timestamp();
+                        } else {
+                            response.push(TimeSlot {
+                                start: time_to_search.timestamp(),
+                                end: end_time.timestamp(),
+                            });
+                        }
+                    }
+                    None => response.push(TimeSlot {
+                        start: time_to_search.timestamp(),
+                        end: end_time.timestamp(),
+                    }),
+                }
+                time_to_search = end_time;
+            } else {
+                time_to_search += chrono::Duration::minutes(30);
+            }
+        }
+        return Ok(PredictiveSuburbStatsResponse {
+            times_off: response,
+        });
+    }
+    pub async fn get_total_time_down_stats(
         self,
-        connection: &Database,
+        connection: Option<&Database>,
         db_functions: &dyn DBFunctionsTrait,
+        time: Option<i64>
     ) -> Result<SuburbStatsResponse, ApiError<'static>> {
-        // queries
-        // get the relevant group
+        // Time
+        let mut down_time = 0;
+        let mut daily_stats: HashMap<String, TotalTime> = HashMap::new();
+
+        // get the relevant data
+        let time_now = get_date_time(time);
+        let one_week_ago = get_date_time(Some(
+            (get_date_time(time) - chrono::Duration::weeks(1)).timestamp(),
+        ));
+        let (group, mut all_stages, schedule) = match self
+            .collect_information(&one_week_ago.timestamp(), connection, db_functions)
+            .await
+        {
+            Ok(data) => data,
+            Err(err) => return Err(err),
+        };
+
+        // Time
+        let mut time_to_search: DateTime<FixedOffset> = one_week_ago;
+        time_to_search = time_to_search.with_minute(0).unwrap();
+
+        // main logic loop
+        while time_to_search <= time_now {
+            let day = time_to_search.day() as i32;
+
+            // get the timeslots for the current time interval
+            let time_slots: Vec<TimeScheduleEntity> = schedule
+                .clone()
+                .into_iter()
+                .filter(|time| {
+                    // check what time it falls under
+                    time.is_within_timeslot(&time_to_search)
+                })
+                .collect();
+            // check next to see if its less than the current TTS
+            if all_stages.len() >= 2 {
+                if all_stages[1].start_time <= time_to_search.timestamp() {
+                    all_stages.remove(0);
+                }
+            }
+
+            // check if there exists a timeslot during which we have loadshedding, if there is, add time
+            let add_time = self.add_time_checker(&all_stages[0], &time_slots, &group, &day);
+
+            if let Some(_) = add_time {
+                down_time += 30;
+                let day = daily_stats
+                    .entry(time_to_search.weekday().to_string())
+                    .or_insert(TotalTime::new());
+                day.add_off_time(30);
+            }
+            // update times
+            time_to_search = time_to_search
+                .checked_add_signed(Duration::minutes(30))
+                .unwrap();
+        }
+        let total_time = 10080;
+        let uptime = total_time - down_time;
+        Ok(SuburbStatsResponse {
+            total_time: TotalTime {
+                on: uptime,
+                off: down_time,
+            },
+            per_day_times: daily_stats,
+            suburb: self,
+        })
+    }
+
+    fn add_time_checker<'a>(
+        &self,
+        stage: &LoadSheddingStage,
+        time_slots: &'a Vec<TimeScheduleEntity>,
+        group: &GroupEntity,
+        day: &i32,
+    ) -> Option<&'a TimeScheduleEntity> {
+        for time_slot in time_slots {
+            let stages: Vec<&StageTimes> = time_slot
+                .stages
+                .iter()
+                .filter(|x| x.stage <= stage.stage)
+                .collect();
+            for stage in stages {
+                let slot = match stage.groups.get((day-1) as usize) {
+                    Some(data) => {
+                        if data.to_owned() == group.id.unwrap() {
+                             Some(time_slot)
+                        } else {
+                            None
+                        }
+                    },
+                    None => None
+                };
+                if let Some(data) = slot  {
+                    return Some(data);
+                }
+            }
+        }
+        None
+    }
+    // returns the group accociated with this suburb,
+    //  the stage_logs from and greater than a given time,
+    //  and the timeschedules for the municpality of the suburb
+    async fn collect_information(
+        &self,
+        from_time: &i64,
+        connection: Option<&Database>,
+        db_functions: &dyn DBFunctionsTrait,
+    ) -> Result<(GroupEntity, Vec<LoadSheddingStage>, Vec<TimeScheduleEntity>), ApiError<'static>>
+    {
         let query = doc! {
             "suburbs" : {
                 "$in" : [self.id.unwrap()]
             }
         };
         let group: GroupEntity = match db_functions
-            .collect_one_group(query, Some(connection), None)
+            .collect_one_group(query, connection, None)
             .await
         {
             Ok(group) => group,
@@ -725,16 +1057,14 @@ impl SuburbEntity {
         };
 
         // get all the stage changes from the past week
-        let time_now = Local::now();
-        let one_week_ago = (Local::now() - chrono::Duration::weeks(1)).timestamp();
         let query = doc! {
             "startTime": {
-                "$gte": one_week_ago
+                "$gt": from_time
             }
         };
         let find_options = FindOptions::builder().sort(doc! { "startTime": 1 }).build();
         let mut all_stages = match db_functions
-            .collect_stage_logs(query, Some(connection), Some(find_options))
+            .collect_stage_logs(query, connection, Some(find_options))
             .await
         {
             Ok(item) => item,
@@ -747,7 +1077,7 @@ impl SuburbEntity {
         // find first timestamp after one week ago
         let query = doc! {
             "startTime": {
-                "$lte": one_week_ago
+                "$lte": from_time
             }
         };
         let find_options = FindOptions::builder()
@@ -755,7 +1085,7 @@ impl SuburbEntity {
             .limit(1)
             .build();
         let first_stage_change = match db_functions
-            .collect_one_stage_log(query, Some(connection), Some(find_options))
+            .collect_one_stage_log(query, connection, Some(find_options))
             .await
         {
             Ok(cursor) => cursor,
@@ -770,7 +1100,7 @@ impl SuburbEntity {
             "municipality" : self.municipality,
         };
         let schedule = match db_functions
-            .collect_schedules(query, Some(connection), None)
+            .collect_schedules(query, connection, None)
             .await
         {
             Ok(item) => item,
@@ -778,85 +1108,7 @@ impl SuburbEntity {
                 return Err(err);
             }
         };
-        // queries are over
-
-        // Time
-        let mut time_to_search: DateTime<FixedOffset> = get_date_time(Some(one_week_ago));
-        time_to_search = time_to_search.with_minute(0).unwrap();
-        let mut down_time = 0;
-        let mut daily_stats: HashMap<String, TotalTime> = HashMap::new();
-
-        // main logic loop
-        while time_to_search <= time_now {
-            let hour = time_to_search.hour() as i32;
-            let minute = time_to_search.minute() as i32;
-            let day = time_to_search.day() as i32;
-            // get the timeslots for the current time interval
-            let time_slots: Vec<TimeScheduleEntity> = schedule
-                .clone()
-                .into_iter()
-                .filter(|time| {
-                    // check what time it falls under
-                    if time.stop_hour >= hour
-                        && time.stop_minute >= minute
-                        && time.start_hour <= hour
-                        && time.start_minute <= minute
-                    {
-                        true
-                    } else {
-                        false
-                    }
-                })
-                .collect();
-            // check next to see if its less than the current TTS
-            if all_stages.len() >= 2 {
-                if all_stages[1].start_time <= time_to_search.timestamp() {
-                    all_stages.remove(0);
-                }
-            }
-
-            let mut add_time = false;
-
-            // check if there exists a timeslot during which we have loadshedding, if there is, add time
-            for time_slot in time_slots {
-                let mut count: usize = 0;
-                let stage = &all_stages[0];
-                while (count as i32) < stage.stage {
-                    if time_slot.stages.get(count).unwrap().groups[(day - 1) as usize]
-                        == group.id.unwrap()
-                    {
-                        // adding time after the loop
-                        add_time = true;
-                        break;
-                    }
-                    count = count + 1;
-                }
-                if add_time {
-                    break;
-                }
-            }
-            if add_time {
-                down_time += 30;
-                let day = daily_stats
-                    .entry(time_to_search.weekday().to_string())
-                    .or_insert(TotalTime::new());
-                day.add_off_time(30);
-            }
-            // update times
-            time_to_search = time_to_search
-                .checked_add_signed(Duration::minutes(30))
-                .unwrap();
-        }
-        let total_time = 10080;
-        let uptime = total_time - down_time;
-        Ok(SuburbStatsResponse {
-            total_time: TotalTime {
-                on: uptime,
-                off: down_time,
-            },
-            per_day_times: daily_stats,
-            suburb: self,
-        })
+        Ok((group, all_stages, schedule))
     }
 }
 
@@ -933,27 +1185,17 @@ impl LoadSheddingStage {
                     db: None,
                 },
             };
-            let latest_info = times.last().unwrap().start.0.naive_local();
-            let latest_in_db = NaiveDateTime::from_timestamp_opt(result.start_time, 0).unwrap();
-            if latest_info > latest_in_db {
-                // find point where we must update and update the rest
-                loop {
-                    let next = times.pop();
-                    if let Some(data) = next {
-                        if latest_in_db >= data.start.0.naive_local() {
-                            break;
-                        }
-                        let to_insert = LoadSheddingStage {
-                            id: None,
-                            start_time: data.start.0.timestamp(),
-                            end_time: data.end.0.timestamp(),
-                            db: None,
-                            stage: data.stage,
-                        };
-                        let _ = to_insert.insert(db_con).await;
+            let latest_in_db = result.start_time;
+            loop {
+                let next = times.pop();
+                if let Some(new_data) = next {
+                    if latest_in_db >= new_data.start.0.timestamp() {
+                        let _ = self.update_db_with_changes(new_data, db_con).await;
                     } else {
-                        break;
+                        let _ = new_data.convert_to_loadsheddingstage().insert(db_con).await;
                     }
+                } else {
+                    break;
                 }
             }
             self.set_stage().await;
@@ -961,6 +1203,62 @@ impl LoadSheddingStage {
             return ();
         }
     }
+
+    async fn update_db_with_changes(&self, new_data:LoadsheddingData, db_con:&Database) {
+        // findone that matches our times.
+        let query = doc! {
+            "startTime" : new_data.start.0.timestamp(),
+            "endTime" : new_data.end.0.timestamp()
+        };
+        //match LoadSheddingStage::find_one(query, db_con, None).await {
+        match db_con
+        .collection::<LoadSheddingStage>("stage_log")
+        .find_one(query, None)
+        .await
+        .unwrap() {
+            // if match
+            // check similarities
+            // if stage change: update
+            Some(mut db_data) => {
+                if db_data.stage != new_data.stage {
+                    let update =
+                        mongodb::options::UpdateModifications::Document(doc! {
+                            "$set" : {"stage" : new_data.stage}
+                        });
+                    let _ = db_data.update(update, db_con).await;
+                }
+            }
+            // else if no match
+            // find all that encapsulate this new time.
+            // delete all of them
+            // insert
+            None => {
+                let filter = doc! {
+                    "startTime" : {"$lt" : new_data.end.0.timestamp()},
+                    "endTime" : {"$gt" : new_data.start.0.timestamp()}
+                };
+                // Can be optimized into a delete many
+                match LoadSheddingStage::find(filter, db_con, None).await {
+                    Ok(data) => {
+                        for stage in data {
+                            let _ = stage.delete(db_con).await;
+                        }
+                        let _ = new_data
+                            .convert_to_loadsheddingstage()
+                            .insert(db_con)
+                            .await;
+                    }
+                    Err(_) => {
+                        let _ = new_data
+                            .convert_to_loadsheddingstage()
+                            .insert(db_con)
+                            .await;
+                    }
+                }
+            }
+        };
+    }
+
     pub fn set_db(&mut self, db: &Client) {
         self.db = Some(db.to_owned());
     }
@@ -1031,7 +1329,7 @@ impl Fairing for StageUpdater {
 }
 
 #[derive(Debug, Clone)]
-pub struct SASTDateTime(DateTime<FixedOffset>);
+pub struct SASTDateTime(pub DateTime<FixedOffset>);
 
 const FORMAT: &str = "%Y-%m-%dT%H:%M";
 impl<'de> Deserialize<'de> for SASTDateTime {
@@ -1040,13 +1338,13 @@ impl<'de> Deserialize<'de> for SASTDateTime {
         D: Deserializer<'de>,
     {
         // get search time
-        let sast = FixedOffset::east_opt(2 * 3600).unwrap();
         let s = String::deserialize(deserializer)?;
         let dt = NaiveDateTime::parse_from_str(&s, FORMAT).unwrap();
-        let sast = DateTime::<Utc>::from_utc(dt, Utc).with_timezone(&sast);
+        // hack for now because library is not being co-operative
+        let convert_to_sast = dt.timestamp() - 2*3600;
+        let sast = get_date_time(Some(convert_to_sast));
         println!("{:?}", sast);
         Ok(SASTDateTime(sast))
-        // DateTime::<FixedOffset>::from_str(&s).map_err(serde::de::Error::custom)
     }
 }
 
diff --git a/api/src/main.rs b/api/src/main.rs
index d336ebef..5a9135cb 100644
--- a/api/src/main.rs
+++ b/api/src/main.rs
@@ -4,6 +4,7 @@ mod auth;
 mod db;
 mod dns;
 mod loadshedding;
+mod reporting;
 mod scraper;
 #[cfg(test)]
 mod tests;
@@ -39,13 +40,18 @@ const DB_NAME: &'static str = "wip";
 #[openapi(
     paths(
         user::create_user,
+        loadshedding::get_current_stage,
         loadshedding::fetch_map_data,
+        loadshedding::fetch_schedule,
         loadshedding::fetch_suburb_stats,
+        loadshedding::fetch_time_for_polygon,
         auth::authenticate,
         ai::get_ai_info,
         user::get_saved_places,
         user::add_saved_place,
-        user::delete_saved_place
+        user::delete_saved_place,
+        reporting::create_report,
+        reporting::get_reports
     ),
     components(schemas(
         auth::AuthRequest,
@@ -54,11 +60,14 @@ const DB_NAME: &'static str = "wip";
         user::UserLocation,
         loadshedding::MapDataRequest,
         loadshedding::MapDataDefaultResponse,
+        loadshedding::PredictiveSuburbStatsResponse,
         loadshedding::SuburbStatsRequest,
         api::ResponseString,
         api::ApiError,
         ai::AiInfoRequest,
-        user::SavedPlace
+        user::SavedPlace,
+        reporting::NewUserReport,
+        reporting::ReportType
     )),
     info(title = "Where Is The Power API Specification"),
     modifiers(&SecurityAddon)
@@ -174,6 +183,10 @@ async fn get_config() -> Figment {
 }
 
 async fn build_rocket() -> Rocket<Build> {
+    if let Err(err) = dotenvy::dotenv() {
+        warn!("Couldn't read .env file! {err:?}");
+    }
+
     let figment = get_config().await;
     let db_uri = env::var("DATABASE_URI").unwrap_or(String::from(""));
     // Cors Options, we should modify to our needs but leave as default for now.
@@ -210,12 +223,17 @@ async fn build_rocket() -> Rocket<Build> {
                 routes!(
                     auth::authenticate,
                     user::create_user,
+                    loadshedding::get_current_stage,
                     loadshedding::fetch_map_data,
                     loadshedding::fetch_suburb_stats,
+                    loadshedding::fetch_schedule,
+                    loadshedding::fetch_time_for_polygon,
                     user::add_saved_place,
                     user::get_saved_places,
                     ai::get_ai_info,
-                    user::delete_saved_place
+                    user::delete_saved_place,
+                    reporting::create_report,
+                    reporting::get_reports
                 ),
             )
             .mount("/upload", routes![upload_data])
@@ -241,12 +259,17 @@ async fn build_rocket() -> Rocket<Build> {
                     routes!(
                         auth::authenticate,
                         user::create_user,
+                        loadshedding::get_current_stage,
                         loadshedding::fetch_map_data,
                         loadshedding::fetch_suburb_stats,
+                        loadshedding::fetch_schedule,
+                        loadshedding::fetch_time_for_polygon,
                         user::add_saved_place,
                         user::get_saved_places,
                         ai::get_ai_info,
-                        user::delete_saved_place
+                        user::delete_saved_place,
+                        reporting::create_report,
+                        reporting::get_reports
                     ),
                 )
                 .mount("/upload", routes![upload_data])
@@ -269,9 +292,6 @@ async fn build_rocket() -> Rocket<Build> {
 async fn main() -> Result<(), rocket::Error> {
     setup_logger().expect("Couldn't setup logger!");
 
-    if let Err(err) = dotenvy::dotenv() {
-        warn!("Couldn't read .env file! {err:?}");
-    }
     if let Err(err) = dns::update_dns().await {
         warn!("Couldn't setup DNS: {err:?}");
     }
diff --git a/api/src/reporting.rs b/api/src/reporting.rs
new file mode 100644
index 00000000..ebc1d7e9
--- /dev/null
+++ b/api/src/reporting.rs
@@ -0,0 +1,170 @@
+use crate::{
+    api::{ApiError, ApiResponse},
+    auth::JWTAuthToken,
+    db::Entity,
+    user::User,
+    DB_NAME,
+};
+use bson::oid::ObjectId;
+use macros::Entity;
+use mongodb::Client;
+use rocket::{get, post, serde::json::Json, State};
+use serde::{Deserialize, Serialize};
+use std::time::{SystemTime, UNIX_EPOCH};
+use utoipa::ToSchema;
+
+#[utoipa::path(post, path = "/api/reports", request_body = NewUserReport, security(("jwt" = [])))]
+#[post("/reports", format = "application/json", data = "<new_report>")]
+pub async fn create_report<'a>(
+    token: JWTAuthToken,
+    new_report: Json<NewUserReport>,
+    state: &State<Option<Client>>,
+) -> ApiResponse<'a, &'a str> {
+    if token.email.is_none() {
+        return ApiError::AuthError("Registered user required to submit report").into();
+    }
+
+    let db = state
+        .as_ref()
+        .expect("This rocket instance has no valid database!")
+        .database(DB_NAME);
+
+    let report = if let Some(user) = User::find_one(
+        bson::doc! {
+            "email": &token.email
+        },
+        &db,
+        None,
+    )
+    .await
+    {
+        new_report.into_inner().into_entity(user.email.clone())
+    } else {
+        return ApiError::ServerError("Couldn't find the user associated with this token").into();
+    };
+
+    match report.insert(&db).await {
+        Ok(_) => ApiResponse::Ok("Report created"),
+        Err(err) => {
+            log::error!("Couldn't insert report: {err:?}");
+            ApiError::ServerError("Couldn't create report").into()
+        }
+    }
+}
+
+#[utoipa::path(get, path = "/api/reports")]
+#[get("/reports")]
+pub async fn get_reports(state: &State<Option<Client>>) -> ApiResponse<Vec<UserReportResponse>> {
+    let db = state
+        .as_ref()
+        .expect("No attached mongodb client")
+        .database(DB_NAME);
+
+    match UserReport::find(bson::doc! {}, &db, None).await {
+        Ok(reports) => ApiResponse::Ok(
+            reports
+                .into_iter()
+                .map(|x| UserReportResponse::from(x.as_ref()))
+                .filter(|x| x.expired == false)
+                .collect(),
+        ),
+        Err(err) => {
+            log::error!("Couldn't fetch user reports: {err:?}");
+            ApiError::ServerError("Couldn't fetch user reports!").into()
+        }
+    }
+}
+
+#[derive(Debug, Clone, Serialize, Deserialize, ToSchema)]
+#[non_exhaustive]
+pub enum ReportType {
+    CablesStolen,
+    SubstationBlew,
+    PowerOutage,
+    CablesDamaged,
+    Traffic,
+}
+
+#[derive(Debug, Clone, Serialize, ToSchema)]
+#[schema(example = json! {
+    UserReportResponse {
+        report_type: ReportType::CablesStolen,
+        email: "joe".to_string(),
+        latitude: 0.0,
+        longitude: 0.0,
+        expired: false
+    }
+})]
+pub struct UserReportResponse {
+    pub report_type: ReportType,
+    pub email: String,
+    pub latitude: f64,
+    pub longitude: f64,
+    pub expired: bool,
+}
+
+impl From<&UserReport> for UserReportResponse {
+    fn from(value: &UserReport) -> Self {
+        Self {
+            expired: value.is_expired(),
+            latitude: value.latitude,
+            longitude: value.longitude,
+            report_type: value.report_type.clone(),
+            email: value.email.clone(),
+        }
+    }
+}
+
+#[derive(Debug, Clone, Deserialize, Serialize, Entity)]
+#[collection_name = "reports"]
+pub struct UserReport {
+    #[serde(skip_serializing_if = "Option::is_none", rename = "_id")]
+    pub id: Option<ObjectId>,
+    pub report_type: ReportType,
+    pub latitude: f64,
+    pub longitude: f64,
+    pub email: String,
+    pub expires: u64,
+}
+
+impl UserReport {
+    pub fn is_expired(&self) -> bool {
+        u64::try_from(
+            SystemTime::now()
+                .duration_since(UNIX_EPOCH)
+                .unwrap()
+                .as_millis(),
+        )
+        .unwrap()
+            > self.expires
+    }
+}
+
+#[derive(Debug, Clone, Serialize, Deserialize, ToSchema)]
+#[schema(example = json! {
+    NewUserReport {
+        report_type: ReportType::CablesStolen,
+        latitude: 0.0,
+        longitude: 0.0,
+        timestamp: SystemTime::now().duration_since(UNIX_EPOCH).unwrap().as_millis()
+    }
+})]
+pub struct NewUserReport {
+    pub report_type: ReportType,
+    pub latitude: f64,
+    pub longitude: f64,
+    pub timestamp: u128,
+}
+
+impl NewUserReport {
+    pub fn into_entity(self, email: String) -> UserReport {
+        UserReport {
+            id: None,
+            report_type: self.report_type,
+            latitude: self.latitude,
+            longitude: self.longitude,
+            expires: u64::try_from(self.timestamp).unwrap() + 1000 * 60 * 30,
+            email,
+        }
+    }
+}
diff --git a/api/src/robots.json b/api/src/robots.json
new file mode 100644
index 00000000..f75f2ae3
--- /dev/null
+++ b/api/src/robots.json
@@ -0,0 +1,27417 @@
+{
+  "robots": [
+    {
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+          -25.6627889
+        ],
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+        ]
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+        [
+          28.0985051,
+          -25.9233503
+        ]
+      ],
+      "polygon_id": 18413
+    }
+  ]
+}
\ No newline at end of file
diff --git a/api/src/route.py b/api/src/route.py
new file mode 100644
index 00000000..aa2f63c3
--- /dev/null
+++ b/api/src/route.py
@@ -0,0 +1,183 @@
+import sys
+import requests
+import json
+import os
+
+congestion_levels = {
+    "low": 1,
+    "moderate": 2,
+    "heavy": 3,
+    "severe": 4
+}
+congestion_levels_reverse = {v: k for k, v in congestion_levels.items()}
+
+
+access_token = os.environ.get("MAPBOX_API_KEY")
+
+def get_loadshedding_polygons():
+    api_url = 'https://witpa.codelog.co.za/api/fetchMapData'
+
+    # Define the request payload (body)
+    body = {
+        "bottomLeft": [-90, -180],
+        "topRight": [90, 180]
+    }
+
+    # Send a POST request to the API
+    witpaData = requests.post(api_url, json=body).json()
+
+    polygons = []
+    for feature in witpaData['result']['mapPolygons'][0]['features']:
+        if feature['properties']['PowerStatus'] == 'off':
+            polygon = [point for point in feature['geometry']['coordinates'][0] if len(point) == 2]
+            sub_polygon = [point for point in feature['geometry']['coordinates'][0] if len(point) > 2]
+            temp_polygon = {
+                "coordinates" : polygon, 
+                "id" : feature['id']
+            }
+            polygons.append(temp_polygon)
+    
+
+    return polygons
+
+def get_exclusion_points(exclude):
+    exclusionArea = ""
+    first = True
+    for robot in exclude:
+        if first:
+            exclusionArea = f"point({robot[0]} {robot[1]})"
+            first = False
+        else:
+            exclusionArea = exclusionArea + f",point({robot[0]} {robot[1]})"
+    return exclusionArea
+
+def get_route(start_coords, end_coords, exclude = None ):
+    # Separate into start_long, start_lat, end_long, and end_lat
+    start_long, start_lat = start_coords
+    end_long, end_lat = end_coords
+
+    endpoint = f"https://api.mapbox.com/directions/v5/mapbox/driving-traffic/{start_long},{start_lat};{end_long},{end_lat}"
+    params = {
+        "access_token": access_token,
+        "alternatives": "true",
+        "geometries": "geojson",
+        "language": "en",
+        "overview": "full",
+        "steps": "true"
+    }
+
+    if exclude:
+        params["exclude"] = get_exclusion_points(exclude)
+
+    response = requests.get(endpoint, params=params).json()
+
+    instructions = []
+    for step in  response['routes'][0]['legs'][0]['steps']:
+        instructions.append(step['maneuver']['instruction'])
+
+    route = {
+        "duration": response['routes'][0]['duration'],
+        "distance": response['routes'][0]['distance'],
+        "trafficLightsAvoided": exclude,
+        "instructions": instructions,
+        "coordinates" : response['routes'][0]['geometry']['coordinates']
+    }
+    return route
+
+def point_in_polygon(point, polygon_coordinates):
+    x, y = point
+
+    # Check if the point is outside the bounding box of the polygon
+    if(len(polygon_coordinates) == 0):
+        return False
+    min_x, min_y = min(polygon_coordinates, key=lambda p: p[0])
+    max_x, max_y = max(polygon_coordinates, key=lambda p: p[0])
+
+    if x < min_x or x > max_x or y < min_y or y > max_y:
+        return False
+
+    # Check if the point is inside the polygon using ray-casting algorithm
+    inside = False
+    n = len(polygon_coordinates)
+    j = n - 1
+
+    for i in range(n):
+        xi, yi = polygon_coordinates[i]
+        xj, yj = polygon_coordinates[j]
+
+        if ((yi > y) != (yj > y)) and (x < (xj - xi) * (y - yi) / (yj - yi) + xi):
+            inside = not inside
+
+        j = i
+    return inside
+
+#returns all the polygons that are on the route that currently have loadshedding
+def get_route_polygon_ids(route): 
+    route_polygons = []
+    coordinates = route['coordinates']
+    polygons = get_loadshedding_polygons()
+    
+    
+    for polygon in polygons:
+        for coordinate in coordinates:
+            if point_in_polygon(coordinate,polygon["coordinates"]):
+                route_polygons.append(polygon["id"])
+                break
+    return route_polygons
+
+def get_congestion(coordinate):
+    traffic_endpoint = f"https://api.mapbox.com/v4/mapbox.mapbox-traffic-v1/tilequery/{coordinate[0]},{coordinate[1]}.json"
+    traffic_params = {
+        "access_token": access_token,
+        "radius": 1,
+        "dedupe": "false"
+    }
+    traffic_response = requests.get(traffic_endpoint, traffic_params).json()
+    congestion_level = 1
+    for feature in traffic_response['features']:
+        congestion = feature['properties']['congestion']
+        if congestion_levels[congestion] > congestion_level:
+            congestion_level = congestion_levels[congestion]
+    return congestion_levels_reverse[congestion_level]
+
+def get_bad_robots(robots):
+    bad_robots = []
+    for robot in robots:
+        if get_congestion(robot) in ["heavy", "severe"]:
+            bad_robots.append(robot)
+    return bad_robots
+
+def get_route_robots(route):
+    #only returns the robots with loadshedding, along the route
+    ids = get_route_polygon_ids(route)
+    robots = []
+    polygons = []
+    with open("robots.json", 'r') as file:
+        polygons = json.load(file)["robots"]
+
+    for polygon in polygons:
+        if polygon["polygon_id"]:
+            if polygon["polygon_id"] in ids:
+                robots.extend(polygon["coordinates"])
+    
+
+
+    return get_bad_robots(robots)
+
+
+            
+
+
+parsed_data = json.loads(sys.argv[1])
+origin = parsed_data["origin"]
+destination = parsed_data["destination"]
+
+# first_route = get_route([28.300946,-25.729694],[28.322388,-25.741065])
+# second_route = get_route([28.300946,-25.729694],[28.322388,-25.741065],get_route_robots(first_route))
+
+first_route = get_route(origin,destination)
+second_route = get_route(origin,destination,get_route_robots(first_route))
+
+json_response = json.dumps(second_route)
+print(json_response)
+
diff --git a/api/src/scrapers/pythonScrappers/tshwane_data_scraper.py b/api/src/scrapers/pythonScrappers/tshwane_data_scraper.py
index 885683ef..d8d41f9b 100644
--- a/api/src/scrapers/pythonScrappers/tshwane_data_scraper.py
+++ b/api/src/scrapers/pythonScrappers/tshwane_data_scraper.py
@@ -60,6 +60,22 @@ def formatTime(timeIn):
   padded_time_string = ":".join([f"{int(x):02d}" for x in time.split(":")])
   return padded_time_string
 
+def scrapeEskomDirectGroups():
+  excel_data = pd.ExcelFile("./Gauteng_LS.xlsx")
+  excel_data = excel_data.parse("SP_List")
+  for index,row in excel_data.iterrows():
+    data = row.tolist()
+    if data[1] == "City of Tshwane":
+      suburb = data[3]
+      pattern = r"(.*) \((\d+)\)"
+      match = re.search(pattern, suburb)
+      if match:
+        group = match.group(2)
+        suburb = match.group(1)
+        groups[group][suburb] = list()
+
+
+  
 def scrapeXLSX():
   excel_content = requests.get(excel_url).content
   excel_data = pd.read_excel(excel_content, sheet_name=None)
@@ -89,8 +105,8 @@ def parseGeoJSON():
   # go through the suburbs
   for key,value in groups.items():
     for suburb in value.keys():
-      regex1 = re.compile(suburb + "*", re.IGNORECASE)
-      regex2 = re.compile(suburb.replace(" ", "")+ "*",re.IGNORECASE)
+      regex1 = re.compile(re.escape(suburb), re.IGNORECASE)
+      regex2 = re.compile(re.escape(suburb.replace(" ", "")),re.IGNORECASE)
 
       # go through the geoJSON, this is very disgusting code
       for feature in data["features"]:
@@ -116,7 +132,7 @@ def parseGeoJSON():
 # --update: send results to the server for updates
 # --dry: view output that will be sent to server
 if (__name__ == "__main__"):
-  if len(sys.argv) < 2: 
+  if len(sys.argv) < 2:
     print("see -h for help")
     exit()
   arg1 = sys.argv[1]
@@ -136,6 +152,7 @@ def parseGeoJSON():
 
   ## impliment multiprocessing
   scrapeHTML()
+  scrapeEskomDirectGroups()
   scrapeXLSX()
   data = parseGeoJSON()
   toSend = {
@@ -153,4 +170,4 @@ def parseGeoJSON():
     print(groups)
   if (update):
     response = requests.post(url=SERVER_IP,data=jsonData,headers=headers)
-    print(response.text)
\ No newline at end of file
+    print(response.text)
diff --git a/api/src/tests.rs b/api/src/tests.rs
index 34fd2bad..b58bcdd2 100644
--- a/api/src/tests.rs
+++ b/api/src/tests.rs
@@ -1,9 +1,11 @@
 use super::build_rocket;
+use bson::doc;
+use chrono::{Utc, NaiveDateTime, DateTime};
 use crate::ai::{AiInfoRequest, AiInfoResponse};
 use crate::api::UnifiedResponse;
 use crate::auth::{AuthClaims, AuthRequest, AuthType, JWTAuthToken};
 use crate::loadshedding::{
-    GroupEntity, MockDBFunctionsTrait, MunicipalityEntity, SuburbEntity, TimeScheduleEntity,
+    GroupEntity, MockDBFunctionsTrait, MunicipalityEntity, SuburbEntity, TimeScheduleEntity, LoadSheddingStage, SuburbStatsResponse, PredictiveSuburbStatsResponse, LoadsheddingData, SASTDateTime, DBFunctionsTrait,
 };
 use crate::scraper::convert_to_ints;
 use jsonwebtoken::{Algorithm, DecodingKey, Validation};
@@ -100,22 +102,8 @@ fn time_range_validation_test_pass() {
 
 #[rocket::async_test]
 async fn polygon_request_test() {
-    let mut mock = MockDBFunctionsTrait::new();
-    let data = r#"[{ "_id": { "$oid": "64b6b9b30d09aa7756061c0d" }, "startHour": 20, "startMinute": 0, "stopHour": 22, "stopMinute": 30, "stages": [ { "stage": 1, "groups": [ { "$oid": "64b6b9b30d09aa7756061b9d" } ] }, { "stage": 3, "groups": [ { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061b00" } ] }, { "stage": 4, "groups": [ { "$oid": "64b6b9b30d09aa7756061ab6" }] }, { "stage": 2, "groups": [ { "$oid": "64b6b9b30d09aa7756061a79" }] }], "municipality": { "$oid": "64b6b9b30d09aa7756061a47" } }] "#;
-    let test_schedule: Vec<TimeScheduleEntity> = serde_json::from_str(data).unwrap();
-    let data = r#"[{ "_id": { "$oid": "64b6b9b30d09aa7756061b9d" }, "number": 1, "suburbs": [ { "$oid": "64b6b9b30d09aa7756061b30" } ] }, { "_id": { "$oid": "64b6b9b30d09aa7756061a79" }, "number": 2, "suburbs": [ { "$oid": "64b6b9b30d09aa7756061b7d" } ] }, { "_id": { "$oid": "64b6b9b30d09aa7756061a94" }, "number": 3, "suburbs": [ { "$oid": "64b6b9b30d09aa7756061a63" }]} ]"#;
-    let test_groups: Vec<GroupEntity> = serde_json::from_str(data).unwrap();
-    let data = r#"[ { "_id": { "$oid": "64b6b9b30d09aa7756061b30" }, "municipality": { "$oid": "64b6b9b30d09aa7756061a47" }, "name": "MUCKLENEUK", "geometry": [ 1 ] }, { "_id": { "$oid": "64b6b9b30d09aa7756061b7d" }, "municipality": { "$oid": "64b6b9b30d09aa7756061a47" }, "name": "NEWLANDS", "geometry": [ 2 ] }, { "_id": { "$oid": "64b6b9b30d09aa7756061a63" }, "municipality": { "$oid": "64b6b9b30d09aa7756061a47" }, "name": "SOSHANGUVE EAST", "geometry": [ ] }, { "_id": { "$oid": "64b6b9b30d09aa7756061a7b" }, "municipality": { "$oid": "64b6b9b30d09aa7756061a47" }, "name": "MAGALIESKRUIN", "geometry": [ 4 ] }]"#;
-    let test_suburbs: Vec<SuburbEntity> = serde_json::from_str(data).unwrap();
-    mock.expect_collect_schedules()
-        .returning(move |_, _, _| Ok(test_schedule.clone()));
-    mock.expect_collect_groups()
-        .returning(move |_query, _conn, _opts| Ok(test_groups.clone()));
-    mock.expect_collect_suburbs()
-        .returning(move |_query, _conn, _opts| Ok(test_suburbs.clone()));
-    let data = r#"{ "_id": { "$oid": "64b6b9b30d09aa7756061a47" }, "name": "tshwane", "geometry": { "name": "SP_SA_2011|Selection", "map_layer_type": "Area", "bounds": [ [ 27.890227, -26.077549 ], [ 29.098541, -25.110155 ] ], "center": [ 28.494384, -25.593852 ], "zoom": 6, "median_zoom": 13, "count": 594, "property_names": [ "SP_CODE", "SP_CODE_st", "SP_NAME", "MP_CODE", "MP_CODE_st", "MP_NAME", "MN_MDB_C", "MN_CODE", "MN_CODE_st", "MN_NAME", "DC_MDB_C", "DC_MN_C", "DC_MN_C_st", "DC_NAME", "PR_MDB_C", "PR_CODE", "PR_CODE_st", "PR_NAME", "ALBERS_ARE", "Shape_Leng", "Shape_Area" ], "type": "FeatureCollection", "features": [ { "type": "Feature", "id": 1, "properties": { "SP_CODE": 799078003, "SP_CODE_st": "799078003", "SP_NAME": "MUCKLNEUK", "MP_CODE": 799078, "MP_CODE_st": "799078", "MP_NAME": "Olievenhoutbos", "MN_MDB_C": "TSH", "MN_CODE": 799, "MN_CODE_st": "799", "MN_NAME": "City of Tshwane", "DC_MDB_C": "TSH", "DC_MN_C": 799, "DC_MN_C_st": "799", "DC_NAME": "City of Tshwane", "PR_MDB_C": "GT", "PR_CODE": 7, "PR_CODE_st": "7", "PR_NAME": "Gauteng", "ALBERS_ARE": 0.143416, "Shape_Leng": 0.015471, "Shape_Area": 0.000013 }, "geometry": { "type": "Polygon", "coordinates": [ [ [ 28.094077, -25.908263 ], [ 28.093557, -25.908198 ], [ 28.090423, -25.907788 ], [ 28.094077, -25.908263 ] ] ] } }, { "type": "Feature", "id": 2, "properties": { "SP_CODE": 799078004, "SP_CODE_st": "799078004", "SP_NAME": "NEWLANDS", "MP_CODE": 799078, "MP_CODE_st": "799078", "MP_NAME": "Olievenhoutbos", "MN_MDB_C": "TSH", "MN_CODE": 799, "MN_CODE_st": "799", "MN_NAME": "City of Tshwane", "DC_MDB_C": "TSH", "DC_MN_C": 799, "DC_MN_C_st": "799", "DC_NAME": "City of Tshwane", "PR_MDB_C": "GT", "PR_CODE": 7, "PR_CODE_st": "7", "PR_NAME": "Gauteng", "ALBERS_ARE": 0.59043, "Shape_Leng": 0.038927, "Shape_Area": 0.000053 }, "geometry": { "type": "Polygon", "coordinates": [ [ [ 28.096909, -25.905686 ], [ 28.096212, -25.90543 ], [ 28.093557, -25.908198 ], [ 28.096909, -25.905686 ] ] ] } }, { "type": "Feature", "id": 3, "properties": { "SP_CODE": 799078005, "SP_CODE_st": "799078005", "SP_NAME": "SOSHANGUVE EAST", "MP_CODE": 799078, "MP_CODE_st": "799078", "MP_NAME": "Olievenhoutbos", "MN_MDB_C": "TSH", "MN_CODE": 799, "MN_CODE_st": "799", "MN_NAME": "City of Tshwane", "DC_MDB_C": "TSH", "DC_MN_C": 799, "DC_MN_C_st": "799", "DC_NAME": "City of Tshwane", "PR_MDB_C": "GT", "PR_CODE": 7, "PR_CODE_st": "7", "PR_NAME": "Gauteng", "ALBERS_ARE": 5.111315, "Shape_Leng": 0.11507, "Shape_Area": 0.00046 }, "geometry": { "type": "Polygon", "coordinates": [ [ [ 28.120268, -25.900284 ], [ 28.120077, -25.89996 ], [ 28.119871, -25.899611 ], [ 28.117086, -25.9021 ], [ 28.117425, -25.902778 ], [ 28.117464, -25.902857 ], [ 28.120268, -25.900284 ] ] ] } }, { "type": "Feature", "id": 4, "properties": { "SP_CODE": 799078006, "SP_CODE_st": "799078006", "SP_NAME": "MAGALIESKRUIN", "MP_CODE": 799078, "MP_CODE_st": "799078", "MP_NAME": "Olievenhoutbos", "MN_MDB_C": "TSH", "MN_CODE": 799, "MN_CODE_st": "799", "MN_NAME": "City of Tshwane", "DC_MDB_C": "TSH", "DC_MN_C": 799, "DC_MN_C_st": "799", "DC_NAME": "City of Tshwane", "PR_MDB_C": "GT", "PR_CODE": 7, "PR_CODE_st": "7", "PR_NAME": "Gauteng", "ALBERS_ARE": 0.414983, "Shape_Leng": 0.030855, "Shape_Area": 0.000037 }, "geometry": { "type": "Polygon", "coordinates": [ [ [ 28.098344, -25.917966 ], [ 28.097966, -25.917912 ], [ 28.097348, -25.918184 ], [ 28.09721, -25.918154 ], [ 28.098344, -25.917966 ] ] ] } } ] } }"#;
-    let test_municipality: MunicipalityEntity = serde_json::from_str(data).unwrap();
-
+    let test_municipality: MunicipalityEntity = serde_json::from_str(POLYGON_DATA).unwrap();
+    let mock = create_mock();
     // the time is the first day of a month matching the time_schedule
     let result = test_municipality
         .get_regions_at_time(2, Some(1688237449), None, &mock)
@@ -171,6 +159,29 @@ async fn polygon_request_test() {
     );
 }
 
+#[rocket::async_test]
+async fn test_buildschedule() {
+    let testing_time = 1694660400;
+    let testing_suburb: SuburbEntity = serde_json::from_str(TEST_SUBURB_DATA).unwrap();
+    let mock = create_mock();
+    let result = testing_suburb.build_schedule(None, &mock, Some(testing_time)).await.unwrap();
+    let expected_output:PredictiveSuburbStatsResponse = serde_json::from_str(TEST_GETSCHEDULE_EXPECTED_RESULT).unwrap();
+    //println!("{:?}" , serde_json::to_string(&result).unwrap());
+    assert_eq!(result,expected_output);
+}
+
+#[rocket::async_test]
+async fn test_getstats() {
+    let testing_time = 1695265200;
+    let testing_suburb: SuburbEntity = serde_json::from_str(TEST_SUBURB_DATA).unwrap();
+    let mock = create_mock();
+    let result = testing_suburb.get_total_time_down_stats(None, &mock, Some(testing_time)).await.unwrap();
+    let expected_output:SuburbStatsResponse = serde_json::from_str(TEST_GETSTATS_EXPECTED_RESULT).unwrap();
+    //println!("{:?}", serde_json::to_string(&result).unwrap());
+    assert_eq!(result,expected_output);
+}
+
+/*
 #[rocket::async_test]
 async fn test_ai_endpoint() {
     let client = Client::tracked(build_rocket().await)
@@ -180,7 +191,10 @@ async fn test_ai_endpoint() {
     let response = client
         .post(format!("/api{}", uri!(super::ai::get_ai_info)))
         .header(ContentType::JSON)
-        .json(&AiInfoRequest { polygon: vec![] })
+        .json(&AiInfoRequest {
+            origin: Box::new([28.3, -27.73]),
+            destination: Box::new([28.2651, -25.7597]),
+        })
         .dispatch()
         .await;
 
@@ -190,6 +204,25 @@ async fn test_ai_endpoint() {
 
     assert!(body.success);
 }
+*/
+
+#[rocket::async_test]
+async fn test_loadshedding_helpers() {
+    let mock = create_mock();
+    let db: &dyn DBFunctionsTrait = &mock;
+    let start = SASTDateTime(DateTime::<Utc>::from_utc(NaiveDateTime::from_timestamp_opt(1694660400, 0).unwrap(), Utc).fixed_offset());
+    let end = SASTDateTime(DateTime::<Utc>::from_utc(NaiveDateTime::from_timestamp_opt(1694746800, 0).unwrap(), Utc).fixed_offset());
+    let test_schedule_conversion = LoadsheddingData {
+        stage: 0,
+        start: start,
+        end: end
+    };
+    let conversion = test_schedule_conversion.convert_to_loadsheddingstage();
+    let doc = doc! {};
+    let compare = db.collect_one_stage_log(doc, None, None).await.unwrap();
+    assert_eq!(conversion.start_time, compare.start_time);
+    assert_eq!(conversion.end_time, compare.end_time);
+}
 
 // #[rocket::async_test]
 // async fn test_create_user() {
@@ -223,3 +256,596 @@ async fn test_ai_endpoint() {
 //     // Revert any database actions that may have occurred
 //     new_user.delete(&db).await.unwrap();
 // }
+
+// DO NOT CHANGE ONCE FINALIZED
+fn create_mock() -> MockDBFunctionsTrait  {
+    let mut mock = MockDBFunctionsTrait::new();
+    // DO NOT CHANGE ONCE FINALIZED
+    let data = r#"[
+        { 
+            "_id": { "$oid": "64b6b9b30d09aa7756061c0d" },
+            "startHour": 20,
+            "startMinute": 0,
+            "stopHour": 22,
+            "stopMinute": 30, 
+            "stages": [ 
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+            "stopMinute": 30, 
+            "stages": [ 
+                { "stage": 3, "groups": [ { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" } ] },
+                { "stage": 4, "groups": [ { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }] },
+                { "stage": 1, "groups": [ { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }] },
+                { "stage": 2, "groups": [ { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }] }
+            ], 
+            "municipality": { "$oid": "64b6b9b30d09aa7756061a47" } 
+        },
+        {
+            "_id": { "$oid": "63b6b9b30d09bcf756061c0d" },
+            "startHour": 18,
+            "startMinute": 0,
+            "stopHour": 20,
+            "stopMinute": 30, 
+            "stages": [ 
+                { "stage": 4, "groups": [ { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" }, { "$oid": "64b6b9b30d09aa7756061b9d" } ] },
+                { "stage": 1, "groups": [ { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }, { "$oid": "64b6b9b30d09aa7756061a79" }] },
+                { "stage": 2, "groups": [ { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }, { "$oid": "64b6b9b30d09aa7756061a94" }] },
+                { "stage": 3, "groups": [ { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }, { "$oid": "64b6b9b30d09aa7756061ab6" }] }
+            ], 
+            "municipality": { "$oid": "64b6b9b30d09aa7756061a47" } 
+        }
+    ] "#;
+    let test_schedule: Vec<TimeScheduleEntity> = serde_json::from_str(data).unwrap();
+    // DO NOT CHANGE ONCE FINALIZED
+    // STATUS = FINALIZED
+    let data = r#"[
+        { 
+            "_id": { "$oid": "64b6b9b30d09aa7756061b9d" },
+            "number": 1, 
+            "suburbs": [ 
+                { "$oid": "64b6b9b30d09aa7756061b30" }
+            ]
+        },{ 
+            "_id": { "$oid": "64b6b9b30d09aa7756061a79" },
+            "number": 2,
+            "suburbs": [ 
+                { "$oid": "64b6b9b30d09aa7756061b7d" }
+            ] 
+        }, {
+            "_id": { "$oid": "64b6b9b30d09aa7756061a94" },
+            "number": 3,
+            "suburbs": [ { "$oid": "64b6b9b30d09aa7756061a63" }]
+        } 
+    ]"#;
+    let test_groups: Vec<GroupEntity> = serde_json::from_str(data).unwrap();
+    // DO NOT CHANGE ONCE FINALIZED
+    // STATUS = FINALIZED
+    let data = r#"[ 
+        { 
+            "_id": { "$oid": "64b6b9b30d09aa7756061b30" },
+            "municipality": { "$oid": "64b6b9b30d09aa7756061a47" },
+            "name": "MUCKLENEUK", 
+            "geometry": [ 1 ] 
+        }, { 
+            "_id": { "$oid": "64b6b9b30d09aa7756061b7d" },
+            "municipality": { "$oid": "64b6b9b30d09aa7756061a47" }, 
+            "name": "NEWLANDS", 
+            "geometry": [ 2 ] 
+        }, { 
+            "_id": { "$oid": "64b6b9b30d09aa7756061a63" },
+            "municipality": { "$oid": "64b6b9b30d09aa7756061a47" }, 
+            "name": "SOSHANGUVE EAST", 
+            "geometry": [   ] 
+        }, { 
+            "_id": { "$oid": "64b6b9b30d09aa7756061a7b" }, 
+            "municipality": { "$oid": "64b6b9b30d09aa7756061a47" }, 
+            "name": "MAGALIESKRUIN", 
+            "geometry": [ 4 ] 
+        }
+    ]"#;
+    let test_suburbs: Vec<SuburbEntity> = serde_json::from_str(data).unwrap();
+
+    let data = r#"[
+    {
+        "_id": {
+            "$oid": "650b1a741329313fc8b0c15b"
+        },
+        "startTime": 1694746800,
+        "endTime": 1694779200,
+        "stage": 5
+    },
+    {
+        "_id": {
+            "$oid": "650b1a741329313fc8b0c15a"
+        },
+        "startTime": 1694822400,
+        "endTime": 1694833200,
+        "stage": 0
+    },
+    {
+        "_id": {
+            "$oid": "650b1a741329313fc8b0c159"
+        },
+        "startTime": 1694833200,
+        "endTime": 1694854800,
+        "stage": 2
+    },
+    {
+        "_id": {
+            "$oid": "650b1a741329313fc8b0c158"
+        },
+        "startTime": 1694854800,
+        "endTime": 1694872800,
+        "stage": 0
+    },
+    {
+        "_id": {
+            "$oid": "650b1a741329313fc8b0c157"
+        },
+        "startTime": 1694872800,
+        "endTime": 1694959200,
+        "stage": 0
+    },
+    {
+        "_id": {
+            "$oid": "650b1a741329313fc8b0c156"
+        },
+        "startTime": 1694959200,
+        "endTime": 1695031200,
+        "stage": 2
+    },
+    {
+        "_id": {
+            "$oid": "650b1a741329313fc8b0c155"
+        },
+        "startTime": 1695031200,
+        "endTime": 1695045600,
+        "stage": 1
+    },
+    {
+        "_id": {
+            "$oid": "650b1a741329313fc8b0c154"
+        },
+        "startTime": 1695045600,
+        "endTime": 1695092400,
+        "stage": 3
+    },
+    {
+        "_id": {
+            "$oid": "650b1a741329313fc8b0c153"
+        },
+        "startTime": 1695092400,
+        "endTime": 1695132000,
+        "stage": 0
+    },
+    {
+        "_id": {
+            "$oid": "650b1a741329313fc8b0c152"
+        },
+        "startTime": 1695132000,
+        "endTime": 1695150000,
+        "stage": 3
+    },
+    {
+        "_id": {
+            "$oid": "650b1a741329313fc8b0c151"
+        },
+        "startTime": 1695153600,
+        "endTime": 1695160800,
+        "stage": 1
+    },
+    {
+        "_id": {
+            "$oid": "650b1a741329313fc8b0c150"
+        },
+        "startTime": 1695160800,
+        "endTime": 1695178800,
+        "stage": 0
+    },
+    {
+        "_id": {
+            "$oid": "650b1a741329313fc8b0c14f"
+        },
+        "startTime": 1695178800,
+        "endTime": 1695218400,
+        "stage": 0
+    },
+    {
+        "_id": {
+            "$oid": "650c24c257de8d37915d203c"
+        },
+        "startTime": 1695254400,
+        "endTime": 1695265200,
+        "stage": 1
+    },
+    {
+        "_id": {
+            "$oid": "650b1a741329313fc8b0c14d"
+        },
+        "startTime": 1695265200,
+        "endTime": 1695304800,
+        "stage": 0
+    },
+    {
+        "_id": {
+            "$oid": "650b1a741329313fc8b0c14c"
+        },
+        "startTime": 1695304800,
+        "endTime": 1695351600,
+        "stage": 3
+    }]"#;
+    let test_stage_logs: Vec<LoadSheddingStage> = serde_json::from_str(data).unwrap();
+
+    let data = r#"{
+        "_id": {
+        "$oid": "650b1a741329313fc8b0c15c"
+        },
+        "startTime": 1694660400,
+        "endTime": 1694746800,
+        "stage": 6
+    }"#;
+    let test_stage_log: LoadSheddingStage = serde_json::from_str(data).unwrap();
+
+    let data = r#"{ 
+        "_id": { "$oid": "64b6b9b30d09aa7756061b9d" },
+        "number": 1, 
+        "suburbs": [ 
+            { "$oid": "64b6b9b30d09aa7756061b30" }
+        ]
+    }"#;
+    let test_one_group: GroupEntity = serde_json::from_str(data).unwrap();
+    
+    mock.expect_collect_schedules()
+        .returning(move |_, _, _| Ok(test_schedule.clone()));
+    mock.expect_collect_groups()
+        .returning(move |_query, _conn, _opts| Ok(test_groups.clone()));
+    mock.expect_collect_one_group()
+        .returning(move |_query, _conn, _opts| Ok(test_one_group.clone()));
+    mock.expect_collect_suburbs()
+        .returning(move |_query, _conn, _opts| Ok(test_suburbs.clone()));
+    mock.expect_collect_stage_logs()
+        .returning(move |_query, _conn, _opts| Ok(test_stage_logs.clone()));
+    mock.expect_collect_one_stage_log()
+        .returning(move |_query, _conn, _opts| Ok(test_stage_log.clone()));
+    mock
+}
+const TEST_SUBURB_DATA: &'static str = r#"{ 
+    "_id": { "$oid": "64b6b9b30d09aa7756061b30" },
+    "municipality": { "$oid": "64b6b9b30d09aa7756061a47" },
+    "name": "MUCKLENEUK", 
+    "geometry": [ 1 ] 
+}"#;
+
+const TEST_GETSTATS_EXPECTED_RESULT: &'static str = "{\"totalTime\":{\"on\":2520,\"off\":7560},\"perDayTimes\":{\"Sun\":{\"on\":360,\"off\":1080},\"Mon\":{\"on\":360,\"off\":1080},\"Sat\":{\"on\":360,\"off\":1080},\"Tue\":{\"on\":360,\"off\":1080},\"Thu\":{\"on\":360,\"off\":1080},\"Fri\":{\"on\":360,\"off\":1080},\"Wed\":{\"on\":360,\"off\":1080}},\"suburb\":{\"_id\":{\"$oid\":\"64b6b9b30d09aa7756061b30\"},\"municipality\":{\"$oid\":\"64b6b9b30d09aa7756061a47\"},\"name\":\"MUCKLENEUK\",\"geometry\":[1]}}";
+const TEST_GETSCHEDULE_EXPECTED_RESULT: &'static str = "{\"timesOff\":[{\"start\":1694743200,\"end\":1694665800},{\"start\":1694750400,\"end\":1694673000},{\"start\":1694757600,\"end\":1694680200},{\"start\":1694764800,\"end\":1694687400},{\"start\":1694772000,\"end\":1694694600},{\"start\":1694779200,\"end\":1694701800},{\"start\":1694786400,\"end\":1694709000},{\"start\":1694793600,\"end\":1694716200},{\"start\":1694800800,\"end\":1694723400},{\"start\":1694728800,\"end\":1694737800},{\"start\":1694822400,\"end\":1694745000},{\"start\":1694829600,\"end\":1694752200},{\"start\":1694836800,\"end\":1694759400},{\"start\":1694844000,\"end\":1694766600},{\"start\":1694851200,\"end\":1694773800},{\"start\":1694858400,\"end\":1694781000},{\"start\":1694865600,\"end\":1694788200},{\"start\":1694872800,\"end\":1694795400},{\"start\":1694880000,\"end\":1694802600},{\"start\":1694887200,\"end\":1694809800},{\"start\":1694815200,\"end\":1694824200},{\"start\":1694916000,\"end\":1694838600},{\"start\":1694923200,\"end\":1694845800},{\"start\":1695038400,\"end\":1694961000},{\"start\":1694973600,\"end\":1694982600},{\"start\":1695002400,\"end\":1695011400},{\"start\":1695096000,\"end\":1695018600},{\"start\":1695031200,\"end\":1695040200},{\"start\":1695124800,\"end\":1695047400},{\"start\":1695132000,\"end\":1695054600},{\"start\":1695060000,\"end\":1695069000},{\"start\":1695074400,\"end\":1695083400},{\"start\":1695088800,\"end\":1695097800},{\"start\":1695211200,\"end\":1695133800},{\"start\":1695218400,\"end\":1695141000},{\"start\":1695146400,\"end\":1695155400},{\"start\":1695261600,\"end\":1695270600},{\"start\":1695384000,\"end\":1695306600},{\"start\":1695391200,\"end\":1695313800},{\"start\":1695319200,\"end\":1695328200},{\"start\":1695333600,\"end\":1695342600},{\"start\":1695348000,\"end\":1695357000},{\"start\":1695441600,\"end\":1695364200},{\"start\":1695448800,\"end\":1695371400},{\"start\":1695376800,\"end\":1695385800},{\"start\":1695470400,\"end\":1695393000}]}";
+const POLYGON_DATA: &'static str = r#"{ 
+    "_id": { "$oid": "64b6b9b30d09aa7756061a47" }, 
+    "name": "tshwane", 
+    "geometry": { 
+        "name": "SP_SA_2011|Selection", 
+        "map_layer_type": "Area", 
+        "bounds": [ 
+            [ 27.890227, -26.077549 ], 
+            [ 29.098541, -25.110155 ] 
+        ], 
+        "center": [ 28.494384, -25.593852 ], 
+        "zoom": 6, 
+        "median_zoom": 13, 
+        "count": 594, 
+        "property_names": [ 
+            "SP_CODE", 
+            "SP_CODE_st", 
+            "SP_NAME", 
+            "MP_CODE", 
+            "MP_CODE_st", 
+            "MP_NAME", 
+            "MN_MDB_C", 
+            "MN_CODE", 
+            "MN_CODE_st", 
+            "MN_NAME", 
+            "DC_MDB_C", 
+            "DC_MN_C", 
+            "DC_MN_C_st", 
+            "DC_NAME", 
+            "PR_MDB_C", 
+            "PR_CODE", 
+            "PR_CODE_st", 
+            "PR_NAME", 
+            "ALBERS_ARE", 
+            "Shape_Leng", 
+            "Shape_Area" 
+        ], 
+        "type": "FeatureCollection", 
+        "features": [ 
+            { 
+                "type": "Feature", 
+                "id": 1, 
+                "properties": { 
+                    "SP_CODE": 799078003, 
+                    "SP_CODE_st": "799078003", 
+                    "SP_NAME": "MUCKLNEUK", 
+                    "MP_CODE": 799078, 
+                    "MP_CODE_st": "799078", 
+                    "MP_NAME": "Olievenhoutbos", 
+                    "MN_MDB_C": "TSH", 
+                    "MN_CODE": 799, 
+                    "MN_CODE_st": "799", 
+                    "MN_NAME": "City of Tshwane", 
+                    "DC_MDB_C": "TSH", 
+                    "DC_MN_C": 799, 
+                    "DC_MN_C_st": "799", 
+                    "DC_NAME": "City of Tshwane", 
+                    "PR_MDB_C": "GT", 
+                    "PR_CODE": 7, 
+                    "PR_CODE_st": "7",
+                    "PR_NAME": "Gauteng", 
+                    "ALBERS_ARE": 0.143416, 
+                    "Shape_Leng": 0.015471, 
+                    "Shape_Area": 0.000013 
+                }, 
+                "geometry": { 
+                    "type": "Polygon", 
+                    "coordinates": [ 
+                        [ 
+                            [ 28.094077, -25.908263 ], 
+                            [ 28.093557, -25.908198 ], 
+                            [ 28.090423, -25.907788 ], 
+                            [ 28.094077, -25.908263 ] 
+                        ] 
+                    ] 
+                } 
+            }, { 
+                "type": "Feature", 
+                "id": 2, 
+                "properties": { 
+                    "SP_CODE": 799078004, 
+                    "SP_CODE_st": "799078004", 
+                    "SP_NAME": "NEWLANDS", 
+                    "MP_CODE": 799078, 
+                    "MP_CODE_st": "799078", 
+                    "MP_NAME": "Olievenhoutbos", 
+                    "MN_MDB_C": "TSH", 
+                    "MN_CODE": 799, 
+                    "MN_CODE_st": "799", 
+                    "MN_NAME": "City of Tshwane", 
+                    "DC_MDB_C": "TSH", 
+                    "DC_MN_C": 799, 
+                    "DC_MN_C_st": "799", 
+                    "DC_NAME": "City of Tshwane", 
+                    "PR_MDB_C": "GT", 
+                    "PR_CODE": 7, 
+                    "PR_CODE_st": "7", 
+                    "PR_NAME": "Gauteng", 
+                    "ALBERS_ARE": 0.59043, 
+                    "Shape_Leng": 0.038927, 
+                    "Shape_Area": 0.000053 
+                }, 
+                "geometry": { 
+                    "type": "Polygon", 
+                    "coordinates": [ 
+                        [ 
+                            [ 28.096909, -25.905686 ], 
+                            [ 28.096212, -25.90543 ], 
+                            [ 28.093557, -25.908198 ], 
+                            [ 28.096909, -25.905686 ] 
+                        ] 
+                    ] 
+                } 
+            }, { 
+                "type": "Feature", 
+                "id": 3, 
+                "properties": { 
+                    "SP_CODE": 799078005, 
+                    "SP_CODE_st": "799078005", 
+                    "SP_NAME": "SOSHANGUVE EAST", 
+                    "MP_CODE": 799078, 
+                    "MP_CODE_st": "799078", 
+                    "MP_NAME": "Olievenhoutbos", 
+                    "MN_MDB_C": "TSH", 
+                    "MN_CODE": 799, 
+                    "MN_CODE_st": "799", 
+                    "MN_NAME": "City of Tshwane", 
+                    "DC_MDB_C": "TSH", 
+                    "DC_MN_C": 799, 
+                    "DC_MN_C_st": "799", 
+                    "DC_NAME": "City of Tshwane", 
+                    "PR_MDB_C": "GT", 
+                    "PR_CODE": 7, 
+                    "PR_CODE_st": "7", 
+                    "PR_NAME": "Gauteng", 
+                    "ALBERS_ARE": 5.111315, 
+                    "Shape_Leng": 0.11507, 
+                    "Shape_Area": 0.00046 
+                }, 
+                "geometry": { 
+                    "type": "Polygon", 
+                    "coordinates": [ 
+                        [ 
+                            [ 28.120268, -25.900284 ], 
+                            [ 28.120077, -25.89996 ], 
+                            [ 28.119871, -25.899611 ], 
+                            [ 28.117086, -25.9021 ], 
+                            [ 28.117425, -25.902778 ], 
+                            [ 28.117464, -25.902857 ], 
+                            [ 28.120268, -25.900284 ] 
+                        ] 
+                    ] 
+                } 
+            }, { 
+                "type": "Feature", 
+                "id": 4, 
+                "properties": { 
+                    "SP_CODE": 799078006, 
+                    "SP_CODE_st": "799078006", 
+                    "SP_NAME": "MAGALIESKRUIN", 
+                    "MP_CODE": 799078, 
+                    "MP_CODE_st": "799078", 
+                    "MP_NAME": "Olievenhoutbos", 
+                    "MN_MDB_C": "TSH", 
+                    "MN_CODE": 799, 
+                    "MN_CODE_st": "799", 
+                    "MN_NAME": "City of Tshwane", 
+                    "DC_MDB_C": "TSH", 
+                    "DC_MN_C": 799, 
+                    "DC_MN_C_st": "799", 
+                    "DC_NAME": "City of Tshwane", 
+                    "PR_MDB_C": "GT", 
+                    "PR_CODE": 7, 
+                    "PR_CODE_st": "7", 
+                    "PR_NAME": "Gauteng", 
+                    "ALBERS_ARE": 0.414983, 
+                    "Shape_Leng": 0.030855, 
+                    "Shape_Area": 0.000037 
+                }, 
+                "geometry": { 
+                    "type": "Polygon", 
+                    "coordinates": [ 
+                        [ 
+                            [ 28.098344, -25.917966 ], 
+                            [ 28.097966, -25.917912 ], 
+                            [ 28.097348, -25.918184 ], 
+                            [ 28.09721, -25.918154 ], 
+                            [ 28.098344, -25.917966 ] 
+                        ] 
+                    ] 
+                } 
+            } 
+        ] 
+    } 
+}"#;
diff --git a/api/src/user.rs b/api/src/user.rs
index 79786b6e..00ae94c8 100644
--- a/api/src/user.rs
+++ b/api/src/user.rs
@@ -29,25 +29,31 @@ pub async fn create_user(
         return ApiError::ServerError("Database is unavailable. Please try again later!").into();
     }
 
-    let state = state.inner().as_ref().unwrap();
-
     let mut query = Document::new();
     query.insert("email", new_user.email.clone());
-    let mut result = User::query(query, &state.database(DB_NAME))
-        .await
-        .expect("Couldn't query users");
-
-    while result.advance().await.expect("Couldn't advance cursor") {
-        let user = result
-            .deserialize_current()
-            .expect("Couldn't deserialize database user");
-        if user.email == new_user.email {
-            return ApiError::UserCreationError("A user with that email already exists").into();
+    let email_collisions = match User::find(
+        bson::doc! {
+            "email": &new_user.email
+        },
+        &state.as_ref().unwrap().database(DB_NAME),
+        None,
+    )
+    .await
+    {
+        Ok(user) => user,
+        Err(err) => {
+            log::error!("Couldn't query the database! {err:?}");
+            return ApiError::ServerError("Couldn't query the database to validate user request")
+                .into();
         }
+    };
+
+    if email_collisions.len() > 0 {
+        return ApiError::UserCreationError("A user with that email already exists!").into();
     }
 
     User::from(new_user.into_inner())
-        .insert(&state.database(DB_NAME))
+        .insert(&state.as_ref().unwrap().database(DB_NAME))
         .await
         .expect("Couldn't insert new user!");
 
@@ -69,14 +75,12 @@ pub async fn add_saved_place(
         return ApiError::AuthError("Authenticated user required").into();
     }
 
-    let email = token.email.unwrap();
     let db = state.as_ref().unwrap().database(DB_NAME);
-    let mut doc = Document::new();
-    doc.insert("email", email);
 
-    let mut user = dbg!(if let Ok(mut user) = User::query(doc, &db).await {
-        user.advance().await.expect("Couldn't fetch user!");
-        user.deserialize_current().unwrap()
+    let mut user = dbg!(if let Some(user) =
+        User::find_one(bson::doc! { "email": &token.email }, &db, None).await
+    {
+        user
     } else {
         return ApiError::ServerError("The requested user could not be found").into();
     });
@@ -114,26 +118,20 @@ pub async fn get_saved_places(
         return ApiError::AuthError("Only authenticated users can use this endpoint").into();
     }
 
-    let email = token.email.unwrap();
-    let doc = bson::doc! {
-        "email": email
-    };
-
-    let db = state.as_ref().unwrap().database(DB_NAME);
-    if let Ok(mut cursor) = User::query(doc, &db).await {
-        if let Ok(true) = cursor.advance().await {
-            let user = cursor.deserialize_current().unwrap();
-            ApiResponse::Ok(
-                user.saved_places
-                    .into_iter()
-                    .map(|(_, v)| v)
-                    .collect::<Vec<_>>(),
-            )
-        } else {
-            ApiError::ServerError("Couldn't find your user").into()
-        }
-    } else {
-        ApiError::ServerError("Couldn't query the database for your user").into()
+    match User::find_one(
+        bson::doc! {
+            "email": &token.email
+        },
+        &state
+            .as_ref()
+            .expect("This rocket instance has not attached database!")
+            .database(DB_NAME),
+        None,
+    )
+    .await
+    {
+        Some(user) => ApiResponse::Ok(user.saved_places.into_iter().map(|x| x.1).collect()),
+        None => ApiError::AuthError("We couldn't find the user associated with that token").into(),
     }
 }
 
@@ -149,24 +147,21 @@ pub async fn delete_saved_place(
     }
 
     let email = token.email.unwrap();
-    let doc = bson::doc! {
-        "email":  email
-    };
-
     let db = state.as_ref().unwrap().database(DB_NAME);
-    let mut user = dbg!(match User::query(doc, &db).await {
-        Ok(mut cursor) => {
-            if let Ok(true) = cursor.advance().await {
-                cursor.deserialize_current().unwrap()
-            } else {
-                return ApiError::AuthError("Couldn't find your user").into();
-            }
-        }
-        Err(err) => {
-            log::error!("Couldn't fetch user from database: {err:?}");
-            return ApiError::ServerError("Couldn't query the database to find your user").into();
-        }
-    });
+    let mut user = if let Some(user) = User::find_one(
+        bson::doc! { "email": email },
+        &state
+            .as_ref()
+            .expect("This rocket instance has no database!")
+            .database(DB_NAME),
+        None,
+    )
+    .await
+    {
+        user
+    } else {
+        return ApiError::AuthError("Couldn't find user associated with token").into();
+    };
 
     if !user.saved_places.contains_key(id) {
         ApiError::SavedPlacesError("The provided id doesn't exist").into()
@@ -202,14 +197,27 @@ pub struct UserLocation {
     pub city: String,
 }
 
-#[derive(Debug, Serialize, Deserialize, Clone, ToSchema)]
+#[derive(Debug, Serialize, Default, Deserialize, Clone, ToSchema)]
 #[serde(rename_all = "camelCase")]
+#[schema(example = json! {
+    SavedPlace {
+        mapbox_id: "abcdefg".to_string(),
+        name: "Home".to_string(),
+        address: "1 Average Str, Joeville".to_string(),
+        latitude: 0.0,
+        longitude: 0.0,
+        category: Some("average".to_string()),
+        place_type: "unkown".to_string(),
+    }
+})]
 pub struct SavedPlace {
     pub mapbox_id: String,
     pub name: String,
     pub address: String,
     pub latitude: f64,
     pub longitude: f64,
+    pub category: Option<String>,
+    pub place_type: String,
 }
 
 #[derive(Debug, Serialize, Deserialize, Clone, Entity)]
diff --git a/app/WhereIsThePower/.firebaserc b/app/WhereIsThePower/.firebaserc
index fec127cf..4b3d3c98 100644
--- a/app/WhereIsThePower/.firebaserc
+++ b/app/WhereIsThePower/.firebaserc
@@ -1,5 +1,18 @@
 {
   "projects": {
     "default": "whereisthepower-33a66"
-  }
-}
+  },
+  "targets": {
+    "whereisthepower-33a66": {
+      "hosting": {
+        "prod": [
+          "whereisthepower-33a66"
+        ],
+        "dev": [
+          "whereisthepowerdev"
+        ]
+      }
+    }
+  },
+  "etags": {}
+}
\ No newline at end of file
diff --git a/app/WhereIsThePower/android/app/src/main/AndroidManifest.xml b/app/WhereIsThePower/android/app/src/main/AndroidManifest.xml
index e8b35355..e869a45a 100644
--- a/app/WhereIsThePower/android/app/src/main/AndroidManifest.xml
+++ b/app/WhereIsThePower/android/app/src/main/AndroidManifest.xml
@@ -38,5 +38,6 @@
     <!-- Permissions -->
     <uses-permission android:name="android.permission.ACCESS_COARSE_LOCATION" />
     <uses-permission android:name="android.permission.ACCESS_FINE_LOCATION" />
+    <uses-feature android:name="android.hardware.location.gps" />
     <uses-permission android:name="android.permission.INTERNET" />
 </manifest>
diff --git a/app/WhereIsThePower/firebase.json b/app/WhereIsThePower/firebase.json
index 2aa9fa3f..34b769ae 100644
--- a/app/WhereIsThePower/firebase.json
+++ b/app/WhereIsThePower/firebase.json
@@ -1,5 +1,51 @@
 {
-  "hosting": {
+  "hosting":[ 
+    {
+    "target": "prod",
+    "public": "www",
+    "ignore": [
+      "firebase.json",
+      "**/.*",
+      "**/node_modules/**"
+    ],
+    "rewrites": [
+      {
+        "source": "**",
+        "destination": "/index.html"
+      }
+    ],
+    "headers": [
+      {
+        "source": "**",
+        "headers": [
+          {
+            "key": "Cache-Control",
+            "value": "no-cache, no-store, must-revalidate"
+          }
+        ]
+      },
+      {
+        "source": "**/*.@(jpg|jpeg|gif|png|svg|webp|js|css|eot|otf|ttf|ttc|woff|font.css)",
+        "headers": [
+          {
+            "key": "Cache-Control",
+            "value": "no-cache"
+          }
+        ]
+      },
+      {
+        "source": "ngsw-worker.js",
+        "headers": [
+          {
+            "key": "Cache-Control",
+            "value": "no-cache"
+          }
+        ]
+      }
+    ]
+  },
+  {
+    "target": "dev",
     "public": "www",
     "ignore": [
       "firebase.json",
@@ -42,4 +88,5 @@
       }
     ]
   }
+]
 }
diff --git a/app/WhereIsThePower/package.json b/app/WhereIsThePower/package.json
index 5be267f2..10d11925 100644
--- a/app/WhereIsThePower/package.json
+++ b/app/WhereIsThePower/package.json
@@ -57,7 +57,7 @@
     "@angular/compiler": "^16.0.0",
     "@angular/compiler-cli": "^16.0.0",
     "@angular/language-service": "^16.0.0",
-    "@capacitor/assets": "^2.0.4",
+    "@capacitor/assets": "^3.0.0",
     "@capacitor/cli": "5.2.2",
     "@cypress/schematic": "^2.5.0",
     "@ionic/angular-toolkit": "^9.0.0",
diff --git a/app/WhereIsThePower/src/app/app-routing.module.ts b/app/WhereIsThePower/src/app/app-routing.module.ts
index ac89e3f3..8b6a7901 100644
--- a/app/WhereIsThePower/src/app/app-routing.module.ts
+++ b/app/WhereIsThePower/src/app/app-routing.module.ts
@@ -13,8 +13,11 @@ const routes: Routes = [
   {
     path: 'tab-profile',
     loadChildren: () => import('./tab-profile/tab-profile.module').then( m => m.TabProfilePageModule)
-  }
-
+  },
+  {
+    path: 'report',
+    loadChildren: () => import('./report/report.module').then(m => m.ReportPageModule)
+  },
 ];
 @NgModule({
   imports: [
diff --git a/app/WhereIsThePower/src/app/app.component.html b/app/WhereIsThePower/src/app/app.component.html
index bb471727..f173ab2c 100644
--- a/app/WhereIsThePower/src/app/app.component.html
+++ b/app/WhereIsThePower/src/app/app.component.html
@@ -32,6 +32,8 @@ <h2>Where is the Power?</h2>
               <ion-icon  slot="start" name="person-circle"></ion-icon>
               <ion-label>Profile</ion-label>
             </ion-item>
+
+            <!-- DEVELOPER SITE INJECTION -->
           </ion-menu-toggle>
         </ion-list>
       </ion-content>
diff --git a/app/WhereIsThePower/src/app/authentication/auth.service.ts b/app/WhereIsThePower/src/app/authentication/auth.service.ts
index a066a6d4..2b778388 100644
--- a/app/WhereIsThePower/src/app/authentication/auth.service.ts
+++ b/app/WhereIsThePower/src/app/authentication/auth.service.ts
@@ -6,7 +6,6 @@ import { Preferences } from '@capacitor/preferences';
 import { BehaviorSubject, Observable } from 'rxjs';
 import { tap } from 'rxjs/operators';
 import { HttpHeaders } from '@angular/common/http';
-import { Place } from '../tab-saved/place';
 
 @Injectable({
   providedIn: 'root'
@@ -80,19 +79,4 @@ export class AuthService {
     "mapboxId": "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",
     "name": "Home"
   }*/
-
-  getPlaces() {
-   // console.log("this.headersFFFFFFFF",this.headers);
-    return this.httpClient.get(`${this.apiUrl}user/savedPlaces`, { headers: this.headers });
-  }
-
-  addSavedPlace(newPlace: Place) {
-    console.log("add saved place");
-    console.log("place",newPlace);
-    console.log("HEADER", this.headers);
-
-    return this.httpClient.put(`${this.apiUrl}user/savedPlaces`, newPlace, { headers: this.headers })
-  }
-
-
 }
diff --git a/app/WhereIsThePower/src/app/report/report-routing.module.ts b/app/WhereIsThePower/src/app/report/report-routing.module.ts
new file mode 100644
index 00000000..374d99d4
--- /dev/null
+++ b/app/WhereIsThePower/src/app/report/report-routing.module.ts
@@ -0,0 +1,17 @@
+import { NgModule } from '@angular/core';
+import { Routes, RouterModule } from '@angular/router';
+
+import { ReportPage } from './report.page';
+
+const routes: Routes = [
+  {
+    path: '',
+    component: ReportPage
+  }
+];
+
+@NgModule({
+  imports: [RouterModule.forChild(routes)],
+  exports: [RouterModule],
+})
+export class ReportPageRoutingModule {}
diff --git a/app/WhereIsThePower/src/app/report/report.module.ts b/app/WhereIsThePower/src/app/report/report.module.ts
new file mode 100644
index 00000000..919a0f87
--- /dev/null
+++ b/app/WhereIsThePower/src/app/report/report.module.ts
@@ -0,0 +1,20 @@
+import { NgModule } from '@angular/core';
+import { CommonModule } from '@angular/common';
+import { FormsModule } from '@angular/forms';
+
+import { IonicModule } from '@ionic/angular';
+
+import { ReportPageRoutingModule } from './report-routing.module';
+
+import { ReportPage } from './report.page';
+
+@NgModule({
+  imports: [
+    CommonModule,
+    FormsModule,
+    IonicModule,
+    ReportPageRoutingModule
+  ],
+  declarations: [ReportPage]
+})
+export class ReportPageModule {}
diff --git a/app/WhereIsThePower/src/app/report/report.page.html b/app/WhereIsThePower/src/app/report/report.page.html
new file mode 100644
index 00000000..c7d8e12b
--- /dev/null
+++ b/app/WhereIsThePower/src/app/report/report.page.html
@@ -0,0 +1,90 @@
+<ion-header [translucent]="true">
+  <ion-toolbar>
+    <ion-buttons slot="start">
+      <!-- Close button -->
+      <ion-button routerLink="/tabs/tab-navigate" routerLinkActive="active">
+        <ion-icon slot="icon-only" name="arrow-back-outline"></ion-icon>
+      </ion-button>
+    </ion-buttons>
+    <ion-title>Report issue</ion-title>
+  </ion-toolbar>
+</ion-header>
+
+<ion-content [fullscreen]="true">
+  <div *ngIf="!isLoggedIn; else elseIsloggedIn">
+    <ion-row>
+      <ion-col size="6" offset="3" size-md="3" offset-md="4.5" size-xl="2" offset-xl="5">
+        <ion-img
+            src="assets/Stop.svg"
+            alt="Stop sign Illustration"
+            class="ion-padding"
+          >
+          </ion-img>
+      </ion-col>
+    </ion-row>
+    <ion-row>
+      <ion-col size="12" size-md="6" offset-md="3" size-xl="4" offset-xl="4" class="ion-text-center">
+        <h3>Reporting is only available to registered users. </h3>
+      </ion-col>
+      <ion-col size="12" size-md="6" offset-md="3" size-xl="4" offset-xl="4">
+        <ion-button [routerLink]="['/tabs/tab-profile']" routerLinkActive="router-link-active"  expand="block">Go to Profile</ion-button>
+      </ion-col>
+    </ion-row>
+  </div>
+  <ng-template #elseIsloggedIn>
+    <ion-grid>
+      <ion-row class = "ion-margin-bottom ion-text-center">
+        <ion-col size="6" size-xl="3" offset-xl="1.5" class="ion-text-center ion-margin-bottom">
+          <ion-card (click)="report('SubstationBlew')">
+            <ion-card-content>
+              <ion-icon src="assets/SubstationBlew.svg">
+
+              </ion-icon>
+            </ion-card-content>
+          </ion-card>
+          <ion-label><h5>Substation Blew</h5></ion-label>
+        </ion-col>
+        <ion-col size="6" size-xl="3" class="ion-text-center ion-margin-bottom">
+          <ion-card (click)="report('CablesStolen')">
+            <ion-card-content>
+              <ion-icon src="assets/CablesStolen.svg">
+
+              </ion-icon>
+            </ion-card-content>
+          </ion-card>
+          <ion-label>Cables Stolen</ion-label>
+        </ion-col>
+        <ion-col size="6" size-xl="3" class="ion-text-center ion-margin-bottom">
+          <ion-card (click)="report('PowerOutage')">
+            <ion-card-content>
+              <ion-icon src="assets/PowerOutage.svg">
+
+              </ion-icon>
+            </ion-card-content>
+          </ion-card>
+          <ion-label>Power Outage</ion-label>
+        </ion-col>
+        <ion-col size="6" size-xl="3" offset-xl="1.5" class="ion-text-center ion-margin-bottom">
+          <ion-card (click)="report('CablesDamaged')">
+            <ion-card-content>
+              <ion-icon src="assets/CablesDamaged.svg">
+
+              </ion-icon>
+            </ion-card-content>
+          </ion-card>
+          <ion-label>Cables Damaged</ion-label>
+        </ion-col>
+        <ion-col size="6" size-xl="3" class="ion-text-center ion-margin-bottom">
+          <ion-card (click)="report('Traffic')">
+            <ion-card-content>
+              <ion-icon src="assets/Traffic.svg">
+
+              </ion-icon>
+            </ion-card-content>
+          </ion-card>
+          <ion-label>Traffic</ion-label>
+        </ion-col>
+      </ion-row>
+    </ion-grid>
+  </ng-template>
+</ion-content>
diff --git a/app/WhereIsThePower/src/app/report/report.page.scss b/app/WhereIsThePower/src/app/report/report.page.scss
new file mode 100644
index 00000000..9e2ff198
--- /dev/null
+++ b/app/WhereIsThePower/src/app/report/report.page.scss
@@ -0,0 +1,23 @@
+ion-card {
+    background-color: var(--ion-color-primary-tint);
+    color: #fff;
+    aspect-ratio: 1 / 1;
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    margin-bottom: 8px;
+  }
+
+  ion-icon {
+    font-size: 132px;
+  }
+
+  ion-text{
+    color: #000;
+  }
+
+  @media screen and (max-width: 500px) {
+    ion-icon {
+        font-size: 88px;
+    }
+  }
\ No newline at end of file
diff --git a/app/WhereIsThePower/src/app/report/report.page.ts b/app/WhereIsThePower/src/app/report/report.page.ts
new file mode 100644
index 00000000..17e98812
--- /dev/null
+++ b/app/WhereIsThePower/src/app/report/report.page.ts
@@ -0,0 +1,49 @@
+import { Component, OnInit } from '@angular/core';
+import { ReportService } from './report.service';
+import { Subscription } from 'rxjs';
+import { Router } from '@angular/router';
+import { AuthService } from '../authentication/auth.service';
+
+@Component({
+  selector: 'app-report',
+  templateUrl: './report.page.html',
+  styleUrls: ['./report.page.scss'],
+})
+export class ReportPage implements OnInit {
+  private createReportSubscription: Subscription = new Subscription();
+  isLoggedIn: boolean = false;
+
+  constructor(
+    private reportService: ReportService,
+    private router: Router,
+    private authService: AuthService
+  ) { }
+
+  ngOnInit() {
+
+  }
+
+  async ionViewWillEnter() {
+    this.isLoggedIn = await this.authService.isUserLoggedIn();
+  }
+
+  report(reportType: string) {
+    this.createReportSubscription = this.reportService.reportIssue(reportType).subscribe(
+      (res: any) => {
+        console.log(res);
+        this.router.navigate(['/tabs/tab-navigate']);
+      },
+      (error: any) => {
+        console.error('An error occurred:', error);
+      }
+    );
+  }
+
+  ngOnDestroy() {
+    if (this.createReportSubscription) {
+      this.createReportSubscription.unsubscribe();
+    }
+  }
+}
+
+
diff --git a/app/WhereIsThePower/src/app/report/report.service.ts b/app/WhereIsThePower/src/app/report/report.service.ts
new file mode 100644
index 00000000..b0dfbcbd
--- /dev/null
+++ b/app/WhereIsThePower/src/app/report/report.service.ts
@@ -0,0 +1,60 @@
+import { Injectable } from '@angular/core';
+import { HttpClient, HttpHeaders } from '@angular/common/http';
+import { Router } from '@angular/router';
+import { AuthService } from '../authentication/auth.service';
+import { UserLocationService } from '../user-location.service';
+import { BehaviorSubject, tap } from 'rxjs';
+
+@Injectable({
+  providedIn: 'root'
+})
+export class ReportService {
+  apiUrl = 'https://witpa.codelog.co.za/api/reports'
+  private headers: HttpHeaders = new HttpHeaders();
+  latitude: any;
+  longitude: any;
+  reports: BehaviorSubject<any[]> = new BehaviorSubject<any[]>([]);
+
+  constructor(
+    private http: HttpClient,
+    private router: Router,
+    private authService: AuthService,
+    private userLocationService: UserLocationService
+  ) { }
+
+  getReports() {
+    this.headers = this.authService.getAuthHeaders(); // get the auth headers
+    return this.http.get(this.apiUrl, { headers: this.headers }).pipe(tap((res: any) => {
+      this.reports.next(res.result);
+      console.log("getReports (service file)", res.result);
+    }));
+  }
+
+  reportIssue(type: string) {
+    this.headers = this.authService.getAuthHeaders(); // get the auth headers
+
+    // Get the current user location
+    this.latitude = this.userLocationService.getLatitude();
+    this.longitude = this.userLocationService.getLongitude();
+    let report =
+    {
+      "report_type": type,
+      "timestamp": Date.now(),
+      "latitude": this.latitude,
+      "longitude": this.longitude
+    }
+    return this.http.post(this.apiUrl, report, { headers:  this.headers}).pipe(tap((res: any) => {
+        if(res) {
+          let currentReports = this.reports.getValue();
+          console.log("====================================");
+          console.log(" this.reports",  this.reports);
+          console.log("currentReports", currentReports);
+          console.log("report", report);
+
+          console.log("====================================");
+
+          this.reports.next([...currentReports, report]);
+        }
+    }));
+  }
+}
diff --git a/app/WhereIsThePower/src/app/shared/components/login/login.component.html b/app/WhereIsThePower/src/app/shared/components/login/login.component.html
index 1ef0da83..3ef8b44b 100644
--- a/app/WhereIsThePower/src/app/shared/components/login/login.component.html
+++ b/app/WhereIsThePower/src/app/shared/components/login/login.component.html
@@ -14,19 +14,43 @@
 
 
 <ion-content [fullscreen]="true">
-  <div class="ion-padding">
-    <form class="form" [formGroup]="loginForm" (ngSubmit)="login()">
-      <ion-item data-cy="login-email-input">
-        <ion-label position="floating">Email</ion-label>
-        <ion-input type="email" formControlName="email" aria-label="Input for email"></ion-input>
-      </ion-item>
+  <ion-grid>
+    <ion-row class="ion-text-center ion-padding-top">
+      <ion-col size = "3" offset = "4.5" size-md = "2" offset-md = "5" class="ion-text-center">
+        <ion-avatar class="ion-no-margin" class="ion-text-center" style="display:inline">
+          <ion-img src="assets/WhereIsThePower.png"></ion-img>
+        </ion-avatar>
+      </ion-col>
+    </ion-row>
+    <ion-row>
+      <ion-col class="ion-text-center">
+        <form class="form" [formGroup]="loginForm" (ngSubmit)="login()" class="ion-text-center">
+          <h3 class="ion-padding-start"><ion-text color="primary">Where Is the Power?</ion-text></h3>
 
-      <ion-item data-cy="login-password-input">
-        <ion-label position="floating" >Password</ion-label>
-        <ion-input type="password" formControlName="password" aria-label="Input for password"></ion-input>
-      </ion-item>
+          <ion-item>
+            <ion-input
+            label = "Email"
+            labelPlacement="floating"
+            placeholder="Email"
+            formControlName = "email"
+            ></ion-input>
+          </ion-item>
 
-      <ion-button expand="full" type="submit" data-cy="btn-login-confirm">Login</ion-button>
-    </form>
-  </div>
+          <ion-item class="ion-padding-top">
+            <ion-input
+            type = "password"
+            label = "Password"
+            labelPlacement="floating"
+            placeholder="Password"
+            formControlName = "password"
+            autocomplete="off"
+            ></ion-input>
+          </ion-item>
+          <div class="ion-padding-top">
+            <ion-button expand="block" type="submit" class="ion-margin-top ion-margin-start" data-cy="btn-login-confirm">Login</ion-button>
+          </div>
+        </form>
+      </ion-col>
+    </ion-row>
+  </ion-grid>
 </ion-content>
diff --git a/app/WhereIsThePower/src/app/shared/components/login/login.component.ts b/app/WhereIsThePower/src/app/shared/components/login/login.component.ts
index b1a5c91c..03c5a71b 100644
--- a/app/WhereIsThePower/src/app/shared/components/login/login.component.ts
+++ b/app/WhereIsThePower/src/app/shared/components/login/login.component.ts
@@ -5,6 +5,7 @@ import { ToastController } from '@ionic/angular';
 import { User } from '../../models/user';
 import { AuthService } from '../../../authentication/auth.service';
 import { ModalController } from '@ionic/angular';
+import { LoadingController } from '@ionic/angular';
 
 @Component({
   selector: 'app-login',
@@ -24,7 +25,7 @@ export class LoginComponent implements OnInit {
 
   loginForm: FormGroup = this.formBuilder.group({
     email: ['', [Validators.required, Validators.email]],
-    password: ['', [Validators.required, Validators.minLength(8)]],
+    password: ['', [Validators.required]],
   });
 
   constructor(
@@ -32,7 +33,8 @@ export class LoginComponent implements OnInit {
     private formBuilder: FormBuilder,
     private toastController: ToastController,
     private authService: AuthService,
-    public modalController: ModalController
+    public modalController: ModalController,
+    private loadingController: LoadingController
   ) { }
 
 
@@ -42,11 +44,12 @@ export class LoginComponent implements OnInit {
     this.modalController.dismiss();
   }
 
-  login() {
+  async login() {
     if (this.loginForm.valid) {
       this.User.authType = "User";
       this.User.email = this.loginForm.value.email;
       this.User.password = this.loginForm.value.password;
+      const loading = await this.presentLoading(); // Show loading spinner
 
       console.log(this.User)
       this.authService.loginUser(this.User).subscribe(async (response: any) => {
@@ -57,13 +60,14 @@ export class LoginComponent implements OnInit {
           this.User.lastName = response.lastName;
           this.authService.user.next(this.User);
           await this.authService.saveUserData('Token', JSON.stringify(this.User.token));
-          this.sucessToast('Welcome back ' + this.User.firstName)
+          //this.sucessToast('Welcome back ' + this.User.firstName)
           //const userData = await this.authService.getUserData();
           //console.log("TOKEN " + userData);
         }
         else {
           this.failToast('Please ensure all details are correct');
         }
+        loading.dismiss(); // Dismiss loading spinner when response is received
       });
     } else {
       this.failToast('Please ensure all details are correct');
@@ -84,9 +88,19 @@ export class LoginComponent implements OnInit {
     const toast = await this.toastController.create({
       message: message,
       color: 'success',
-      duration: 3000,
-      position: 'bottom',
+      duration: 2000,
+      position: 'top',
     });
     toast.present();
   }
+
+  private async presentLoading() {
+    const loading = await this.loadingController.create({
+      message: 'Logging in...',
+      spinner: 'crescent', // spinner style
+      duration: 20000,
+    });
+    await loading.present();
+    return loading;
+  }
 }
diff --git a/app/WhereIsThePower/src/app/shared/components/signup/signup.component.html b/app/WhereIsThePower/src/app/shared/components/signup/signup.component.html
index d04790b7..fc9d921e 100644
--- a/app/WhereIsThePower/src/app/shared/components/signup/signup.component.html
+++ b/app/WhereIsThePower/src/app/shared/components/signup/signup.component.html
@@ -15,7 +15,16 @@
 
 <ion-content [fullscreen]="true">
   <div class="ion-padding">
-    <form class="form" [formGroup]="signupForm" (ngSubmit)="signup()">
+    <ion-row class="ion-text-center ion-padding-top">
+      <ion-col size = "3" offset = "4.5" size-md = "2" offset-md = "5" class="ion-text-center">
+        <ion-avatar class="ion-no-margin" class="ion-text-center" style="display:inline">
+          <ion-img src="assets/WhereIsThePower.png"></ion-img>
+        </ion-avatar>
+      </ion-col>
+    </ion-row>
+    <form class="form" [formGroup]="signupForm" (ngSubmit)="signup()" class="ion-text-center">
+      <h3 class="ion-padding-start"><ion-text color="primary">Where Is the Power?</ion-text></h3>
+
       <ion-item  data-cy="input-fn">
         <ion-label position="floating">First Name</ion-label>
         <ion-input type="firstName" formControlName="firstName" aria-label="Input for First Name"></ion-input>
@@ -30,13 +39,20 @@
         <ion-label position="floating">Email</ion-label>
         <ion-input type="email" formControlName="email" aria-label="Input for email" ></ion-input>
       </ion-item>
+      <ion-text color="danger" *ngIf="signupForm.get('email')!.hasError('email')" class="ion-padding-start">
+        Invalid email.
+      </ion-text>
 
       <ion-item data-cy="input-password">
         <ion-label position="floating">Password</ion-label>
         <ion-input type="password" formControlName="password" aria-label="Input for password" ></ion-input>
       </ion-item>
-
-      <ion-button expand="full" type="submit" data-cy="btn-confirm-signup">Signup</ion-button>
+      <ion-text color="danger" *ngIf="signupForm.get('password')!.hasError('minlength')" class="ion-padding-start">
+        Password must be at least 8 characters
+      </ion-text>
+      <div class="ion-padding-top">
+        <ion-button expand="block" type="submit" data-cy="btn-confirm-signup" class="ion-margin-top ion-margin-start">Signup</ion-button>
+      </div>
     </form>
   </div>
 </ion-content>
diff --git a/app/WhereIsThePower/src/app/shared/components/signup/signup.component.ts b/app/WhereIsThePower/src/app/shared/components/signup/signup.component.ts
index d2633263..4c2757f0 100644
--- a/app/WhereIsThePower/src/app/shared/components/signup/signup.component.ts
+++ b/app/WhereIsThePower/src/app/shared/components/signup/signup.component.ts
@@ -6,6 +6,7 @@ import { RegisterUser } from '../../models/register-user';
 import { AuthService } from '../../../authentication/auth.service';
 import { ModalController } from '@ionic/angular';
 import { User } from '../../models/user';
+import { LoadingController } from '@ionic/angular';
 
 @Component({
   selector: 'app-signup',
@@ -33,7 +34,8 @@ export class SignupComponent implements OnInit {
     private formBuilder: FormBuilder,
     private toastController: ToastController,
     private authService: AuthService,
-    public modalController: ModalController
+    public modalController: ModalController,
+    private loadingController: LoadingController
   ) { }
 
 
@@ -54,13 +56,15 @@ export class SignupComponent implements OnInit {
       this.authService.signupUser(this.newUser).subscribe(async (response: any) => {
         console.log(response);
         let createNewUser = new User("User", this.newUser.email, this.newUser.password, this.newUser.firstName, this.newUser.lastName);
+        const loading = await this.presentLoading(); // Show loading spinner
 
         console.log(createNewUser);
         this.authService.loginUser(createNewUser).subscribe(async (response: any) => {
           createNewUser.token = response.token;
           await this.authService.saveUserData('Token', JSON.stringify(createNewUser.token));
+          loading.dismiss(); // Dismiss loading spinner when response is received
 
-           //console.log("RES" + response);
+          //console.log("RES" + response);
           this.authService.user.next(createNewUser);
           this.dismissModal();
         });
@@ -90,4 +94,15 @@ export class SignupComponent implements OnInit {
     });
     toast.present();
   }
+
+  private async presentLoading() {
+    const loading = await this.loadingController.create({
+      message: 'Signing up...',
+      spinner: 'crescent', // spinner style
+      duration: 20000,
+    });
+    await loading.present();
+    return loading;
+  }
 }
+
diff --git a/app/WhereIsThePower/src/app/shared/map-modal/map-modal.component.html b/app/WhereIsThePower/src/app/shared/map-modal/map-modal.component.html
index fc400cad..4af9ec22 100644
--- a/app/WhereIsThePower/src/app/shared/map-modal/map-modal.component.html
+++ b/app/WhereIsThePower/src/app/shared/map-modal/map-modal.component.html
@@ -8,11 +8,12 @@
         (keyup.enter)="onSearchInput($event)"
         (ionClear)="onSearchBarClear()"
         (ionFocus)="onSearchBarFocus()"
+        (ionBlur)="onBlur()"
         [disabled]="!mapLoaded"
         #searchBar>
       </ion-searchbar>
       <ion-list *ngIf="searchResults.length > 0 && showResultsList">
-        <ion-item *ngFor="let result of searchResults" (click)="getRoute(result)" (click)="openModal(result)" button>
+        <ion-item *ngFor="let result of searchResults" (click)="getRoute(result)" button>
           <ion-label>
             <h3><strong>{{ result.text }}</strong></h3>
             <ion-note>{{ result.place_name }}</ion-note>
@@ -21,13 +22,48 @@ <h3><strong>{{ result.text }}</strong></h3>
       </ion-list>
     </ion-col>
   </ion-row>
+
+
+
   <ion-fab slot="fixed" *ngIf="!gettingRoute || screenWidth > 768" vertical="bottom" horizontal="end" >
-    <ion-fab-button (click) = "pin()" [disabled]="!mapLoaded">
+    <ion-fab-button class="ion-margin-bottom reportFab" [disabled]="!mapLoaded" (click)="goToReport()" button>
+      <ion-icon name="megaphone-outline" size="large"></ion-icon>
+    </ion-fab-button>
+    <ion-fab-button (click) = "pin()" [disabled]="!mapLoaded" class="locateFab">
       <ion-icon name="locate-outline" size="large"></ion-icon>
     </ion-fab-button>
   </ion-fab>
+
   <ion-row id="map"></ion-row>
-  <ion-modal #myModal *ngIf="searchResults.length > 0"
+
+  <ion-modal #navigateModal
+    [initialBreakpoint]="currentBreakpoint"
+    [breakpoints]="[0, currentBreakpoint]"
+    [backdropDismiss]="true"
+    >
+    <ng-template>
+      <ion-content class="ion-padding">
+        <h3><ion-text color="primary">{{ goToPlace.name }}</ion-text></h3>
+        <ion-text color="medium">{{ modifiedAddress }}</ion-text>
+
+        <ion-grid class="ion-no-padding ion-margin-top">
+          <ion-row>
+            <ion-col>
+              <ion-button *ngIf = "!isPlaceSaved" shape="round" (click)="savePlace()">
+                <ion-icon slot="start" src="assets/bookmarks.svg"></ion-icon>
+                Save
+              </ion-button>
+              <ion-button shape="round" fill="outline" (click)="getRoute(goToPlace)" (click)="cancelNavigateModal()">
+                <ion-icon slot="start" name="navigate-outline"></ion-icon>
+                Directions
+              </ion-button>
+            </ion-col>
+          </ion-row>
+      </ion-grid>
+      </ion-content>
+    </ng-template>
+  </ion-modal>
+  <ion-modal #myModal
     class="ion-hide-md-up"
     [initialBreakpoint]="currentBreakpoint"
     [breakpoints]="[0.12, currentBreakpoint, 0.5 , 0.75, 1]"
@@ -69,7 +105,7 @@ <h4>{{ tripDuration * 1000 * 60 | date:'m':'UTC'}}m</h4>
                 <h4>{{tripETAH}}:{{tripETAM}}</h4>
               </ion-col>
             </ion-row>
-            
+
             <ion-button expand="block" class="ion-margin-top" (click)="beginTrip()"style="text-transform: none;">
               <ion-icon slot="start" name="navigate-circle-outline"></ion-icon>
               <ion-text>Begin Trip</ion-text>
@@ -101,7 +137,7 @@ <h3 style="margin-top: 12px;">
               </h3>
               <ion-text>{{ tripDuration}} min</ion-text>
               <ion-text style="padding-left: 8px; padding-right: 8px;">&#8226;</ion-text>
-              <ion-text>13:00</ion-text>
+              <ion-text>{{tripETAH}}:{{tripETAM}}</ion-text>
             </ion-col>
             <ion-col size="4" class="ion-text-end ion-align-items-center" style="
               display: flex;
diff --git a/app/WhereIsThePower/src/app/shared/map-modal/map-modal.component.scss b/app/WhereIsThePower/src/app/shared/map-modal/map-modal.component.scss
index 3e1581f1..cd471de2 100644
--- a/app/WhereIsThePower/src/app/shared/map-modal/map-modal.component.scss
+++ b/app/WhereIsThePower/src/app/shared/map-modal/map-modal.component.scss
@@ -27,12 +27,18 @@ ion-list {
 }
 
 /* sizeMd */
-@media (min-width: 768px) {
-  ion-fab-button {
-    --background-hover: #a3e681;
-    --border-radius: 16px;
-    --box-shadow: 0px 1px 2px 0px rgba(0, 0, 0, 0.3), 0px 1px 3px 1px rgba(0, 0, 0, 0.15);
-  }
+.locateFab {
+  --background-hover: #a3e681;
+  --border-radius: 16px;
+  --box-shadow: 0px 1px 2px 0px rgba(0, 0, 0, 0.3), 0px 1px 3px 1px rgba(0, 0, 0, 0.15);
+}
+
+.reportFab {
+  --background: white;
+}
+
+.reportFab ion-icon {
+  color: var(--ion-color-primary);
 }
 
 .scroll {
diff --git a/app/WhereIsThePower/src/app/shared/map-modal/map-modal.component.ts b/app/WhereIsThePower/src/app/shared/map-modal/map-modal.component.ts
index 8b171c97..568f96e3 100644
--- a/app/WhereIsThePower/src/app/shared/map-modal/map-modal.component.ts
+++ b/app/WhereIsThePower/src/app/shared/map-modal/map-modal.component.ts
@@ -9,11 +9,18 @@ import {
 import { environment } from 'src/environments/environment';
 import { UserLocationService } from '../../user-location.service';
 import { IonContent, ModalController } from '@ionic/angular';
+import { SavedPlacesService } from '../../tab-saved/saved-places.service';
+import { Subscription } from 'rxjs';
 
 //import * as mapboxgl from 'mapbox-gl';
 //import * as MapboxGeocoder from '@mapbox/mapbox-gl-geocoder';
 import { MapSuburbsService } from './map-suburbs.service';
 import { EventEmitter, Output } from '@angular/core';
+import { Subscribable } from 'rxjs';
+import { Place } from '../../tab-saved/place';
+import { Router } from '@angular/router';
+import { ReportService } from '../../report/report.service';
+import { LoadingController } from '@ionic/angular';
 declare let MapboxDirections: any;
 declare let mapboxgl: any;
 declare let MapboxGeocoder: any;
@@ -30,7 +37,11 @@ export class MapModalComponent implements OnInit, AfterViewInit {
     private mapSuburbsService: MapSuburbsService,
     private userLocationService: UserLocationService,
     private modalCtrl: ModalController,
-    private changeDetectorRef: ChangeDetectorRef
+    private changeDetectorRef: ChangeDetectorRef,
+    private savedPlacesService: SavedPlacesService,
+    private router: Router,
+    private reportService: ReportService,
+    private loadingController: LoadingController
   ) { }
   map: any;
   dat: any;
@@ -52,11 +63,59 @@ export class MapModalComponent implements OnInit, AfterViewInit {
   tripETA: Date = new Date();
   tripETAH: string = '';
   tripETAM: string = '';
+  navigateToPlaceSubscription: Subscription = new Subscription();
+  MapSubscription: Subscription = new Subscription();
+  goToPlace: any; // Physical place
+  navigateToPlace = false;
+  currentSuburbSchedule: any;
+  modifiedAddress: string = "";
+  isPlaceSaved: boolean = false;
 
-  ngOnInit() { }
+  @ViewChild('myModal') myModal: any; // Reference to the ion-modal element
+  modalResult: any; // To store the selected result data
+
+  ngOnInit() {
+    this.navigateToPlaceSubscription = this.savedPlacesService.navigateToPlace.subscribe((isNavigate: any) => {
+      this.navigateToPlace = isNavigate;
+      console.log(" this.navigateToPlace", this.navigateToPlace)
+      if (isNavigate == true) {
+        this.goToPlace = this.savedPlacesService.selectedPlace;
+        console.log("selectedPlace", this.goToPlace);
 
-  ngAfterViewInit() {
-    this.mapSuburbsService.getSuburbData().subscribe(async (data: any) => {
+        this.modifiedAddress = this.goToPlace.address.substring(this.goToPlace.address.indexOf(",") + 1).trim();
+        let placeCenter: any;
+
+        // TODO
+        if (!this.goToPlace.hasOwnProperty('center')) {  // Place object
+          console.log("goToPlace", this.goToPlace);
+
+          placeCenter = [this.goToPlace.longitude, this.goToPlace.latitude];
+        }
+        else { // Mapbox object
+          placeCenter = [this.goToPlace.center[0], this.goToPlace.center[1]]
+
+        }
+
+        this.map.flyTo({
+          center: placeCenter, // Center on place
+          zoom: 15, // Adjust the zoom level
+          speed: 1.2, // Adjust the speed of the animation
+        });
+        console.log("isNavigate: ", isNavigate);
+        this.openNavigateModal();
+      }
+    });
+
+    this.savedPlacesService.navigateToSavedPlace.subscribe((isNavigate: any) => {
+      console.log("navigateToSavedPlace: ", isNavigate);
+      this.isPlaceSaved = isNavigate;
+    });
+
+
+  }
+
+  async ngAfterViewInit() {
+    this.MapSubscription = this.mapSuburbsService.getSuburbData().subscribe(async (data: any) => {
       console.log(data.result.mapPolygons[0]);
       console.log("Data: ", data);
 
@@ -75,8 +134,41 @@ export class MapModalComponent implements OnInit, AfterViewInit {
       this.latitude = this.userLocationService.getLatitude();
       this.longitude = this.userLocationService.getLongitude();
 
+      // Create a Point object with the latitude and longitude
+      const point = {
+        type: 'Point',
+        coordinates: [this.longitude, this.latitude]
+      };
+      // Iterate through the features in the GeoJSON data
+      for (const feature of data.result.mapPolygons[0].features) {
+        const polygon = {
+          type: 'Polygon',
+          coordinates: feature.geometry.coordinates
+        };
+        if (this.isPointInsidePolygon(point, polygon)) {
+          const suburbName = feature.properties.SP_NAME;
+          console.log(`The point is within the suburb: ${suburbName}`);
+          break;
+        }
+      }
+
       this.map.on('load', () => {
         this.map.resize(); // Trigger map resize after the initial rendering
+        // Reporting
+        this.reportService.getReports().subscribe((data) => {
+          console.log("getReports: ", data);
+        });
+
+        this.reportService.reports.subscribe((reports: any) => {
+          if (reports) {
+            console.log("Reports (Map Page)", reports);
+
+            // Add marker on map for each report
+            reports.forEach((report: any) => {
+              this.addMarker(report.longitude, report.latitude, report.report_type);
+            });
+          }
+        });
       });
 
       // Populate Map(suburbs) with Polygons
@@ -87,9 +179,43 @@ export class MapModalComponent implements OnInit, AfterViewInit {
         console.log(error);
       }
     );
-
   }
 
+  addMarker(lon: number, lat: number, reportType: string) {
+    console.log("Add Marker");
+    const customIcon = document.createElement('ion-icon');
+    customIcon.style.width = '30px'; // Set the width of your custom icon
+    customIcon.style.height = '30px'; // Set the height of your custom icon
+    customIcon.style.backgroundColor = '#00a165'; // Use Ionic primary color variable
+    customIcon.style.backgroundImage = `url('assets/${reportType}.svg')`; // Replace with your icon path
+    customIcon.style.backgroundSize = 'cover';
+    customIcon.style.backgroundPosition = 'center';
+    customIcon.style.borderRadius = '50%';
+    customIcon.style.padding = '8px';
+
+    const formattedReportType = reportType.replace(/([A-Z])/g, ' $1');
+
+    const reportMarker = new mapboxgl.Marker({
+      element: customIcon,
+    })
+      .setLngLat([lon, lat])
+      .setPopup(
+        new mapboxgl.Popup({ offset: 25 }) // add popups
+          .setHTML(
+            `<ion-card class="popup-ion-card">
+            <ion-card-header class="popup-ion-card-header">
+              <ion-card-title color="primary">${formattedReportType}</ion-card-title>
+            </ion-card-header>
+            <ion-card-content>
+              <h4><ion-icon src="assets/schedule.svg"></ion-icon><ion-text>Reported at 14:00</ion-text></h4>
+            </ion-card-content>
+          </ion-card>`
+          )
+      )
+      .addTo(this.map);
+
+    this.closePopup();
+  }
   populatePolygons() {
     this.map.on('load', () => {
       // Add a data source containing GeoJSON data.
@@ -137,30 +263,70 @@ export class MapModalComponent implements OnInit, AfterViewInit {
         //console.log(e);
 
         if (clickedFeature) {
-
+          let suburbId = clickedFeature.id;
+          console.log("Suburb ID =" + suburbId)
           // Get the properties of the clicked feature (suburb information)
           const suburbInfo = clickedFeature.properties;
           if (suburbInfo.PowerStatus == "undefined") {
             suburbInfo.PowerStatus = "unavailable"
           }
 
-          const popupContent = `
-          <ion-card class="popup-ion-card">
-            <ion-card-header class="popup-ion-card-header">
-              <ion-card-title color="primary">${suburbInfo?.SP_NAME}</ion-card-title>
-            </ion-card-header>
-            <ion-card-content>
-              <h4><ion-icon src="assets/lightbulb.svg"></ion-icon><ion-text>Power Status: <strong>${suburbInfo?.PowerStatus}</strong></ion-text></h4>
-              <h4><ion-icon src="assets/schedule.svg"></ion-icon><ion-text> Schedule: <strong>12:00 - 14:00</strong></ion-text></h4>
-            </ion-card-content>
-          </ion-card>
-          `;
-          // Create a new popup and set its HTML content
-          this.popup = new mapboxgl.Popup()
-            .setLngLat(e.lngLat)
-            .setHTML(popupContent)
-            .addTo(this.map);
+          this.mapSuburbsService.fetchTimeForPolygon(suburbId).subscribe(
+            (response: any) => {
+              // Handle the response here
+              
+              
+              console.log('Time response:', response);
+              console.log("success", response.success);
 
+              if(response.success === true)
+              {
+              const timesOff = response.result.timesOff; // Assuming "response" holds your API response
+              if (timesOff && timesOff.length > 0) {
+                const formattedTimes = timesOff.map((time: any) => {
+                  const start = new Date(time.start * 1000); // Convert seconds to milliseconds
+                  const end = new Date(time.end * 1000); // Convert seconds to milliseconds
+
+                  const startHours = start.getHours().toString().padStart(2, '0');
+                  const startMinutes = start.getMinutes().toString().padStart(2, '0');
+
+                  const endHours = end.getHours().toString().padStart(2, '0');
+                  const endMinutes = end.getMinutes().toString().padStart(2, '0');
+
+                  this.currentSuburbSchedule = `${startHours}:${startMinutes} - ${endHours}:${endMinutes}`;
+                
+                });
+
+                console.log('Formatted Time Ranges:', formattedTimes);
+              } else {
+                console.log('No time ranges available.');
+                this.currentSuburbSchedule = "unavailable";
+              }
+              const showSchedule = suburbInfo?.PowerStatus !== 'on';
+              const popupContent = `
+              <ion-card class="popup-ion-card">
+                <ion-card-header class="popup-ion-card-header">
+                  <ion-card-title color="primary">${suburbInfo?.SP_NAME}</ion-card-title>
+                </ion-card-header>
+                <ion-card-content>
+                  <h4><ion-icon src="assets/lightbulb.svg"></ion-icon><ion-text>Power Status: <strong>${suburbInfo?.PowerStatus}</strong></ion-text></h4>
+                  ${showSchedule ? `<h4><ion-icon src="assets/schedule.svg"></ion-icon><ion-text> Schedule: <strong>${this.currentSuburbSchedule}</strong></ion-text></h4>` : ''}
+                  </ion-card-content>
+              </ion-card>
+              `;
+              // Create a new popup and set its HTML content
+              this.popup = new mapboxgl.Popup()
+                .setLngLat(e.lngLat)
+                .setHTML(popupContent)
+                .addTo(this.map);
+              }
+            },
+            (error) => {
+              // Handle errors here
+              //console.error('Error fetching time:', error);
+              console.log("Re-enable errors on line 304 when polygons are matched");
+            }
+          );
         }
       });
     });
@@ -209,30 +375,68 @@ export class MapModalComponent implements OnInit, AfterViewInit {
     }
   }
 
+  onBlur() {
+    console.log("Search Bar Blurred");
+    setTimeout(() => {
+      this.showResultsList = false;
+    }, 200); // 200ms delay
+  }
+
 
-  async getRoute(selectedResult: any) {
+  async getRoute(selectedResult: Place | any) {
+    this.instructions = [];
     this.updateBreakpoint();
     this.emitGetDirections();
     this.gettingRoute = true;
     this.closePopup();
-
-    this.searchBar.value = `${selectedResult.place_name}`;
+    await this.cancelNavigateModal();
+    this.openModal(selectedResult);
 
     this.showResultsList = false;
     let coords: any;
-    console.log(selectedResult);
+    console.log("selected Result for directions", selectedResult);
 
     let query: any;
-    if (Array.isArray(selectedResult)) {
-      query = await fetch(`https://api.mapbox.com/directions/v5/mapbox/driving/${this.longitude},${this.latitude};${selectedResult[0]},${selectedResult[1]}?alternatives=true&geometries=geojson&language=en&overview=full&steps=true&access_token=${environment.MapboxApiKey}`)
+    let fallback = false;
+    const loading = await this.presentLoading(); // Show loading spinner
+
+    if (!selectedResult.hasOwnProperty('center')) {
+      try {
+        console.log("Selected directions (saved places) ", selectedResult);
+        query = await this.mapSuburbsService.fetchOptimalRoute(this.longitude, this.latitude, selectedResult.longitude, selectedResult.latitude).toPromise();
+        coords = query.result.coordinates;
+      }
+      catch (error) {
+        console.error("Error in the first query:", error);
+        fallback = true;
+        query = await fetch(`https://api.mapbox.com/directions/v5/mapbox/driving/${this.longitude},${this.latitude};${selectedResult.longitude},${selectedResult.latitude}?alternatives=true&geometries=geojson&language=en&overview=full&steps=true&access_token=${environment.MapboxApiKey}`);
+        coords = [selectedResult.longitude, selectedResult.latitude];
+      }
+      this.searchBar.value = `${selectedResult.address}`;
+
     }
     else {
-      query = await fetch(`https://api.mapbox.com/directions/v5/mapbox/driving/${this.longitude},${this.latitude};${selectedResult.center[0]},${selectedResult.center[1]}?alternatives=true&geometries=geojson&language=en&steps=true&access_token=${environment.MapboxApiKey}`)
-      coords = [selectedResult.center[0], selectedResult.center[1]];
+      try {
+        console.log("Searched directions (searchbar) ", selectedResult);
+
+        query = await this.mapSuburbsService.fetchOptimalRoute(this.longitude, this.latitude, selectedResult.center[0], selectedResult.center[1]).toPromise();
+        coords = query.result.coordinates;
+
+      } catch (error) {
+        // Handle the error from the first query
+        console.error("Error in the first query:", error);
+        fallback = true;
+        query = await fetch(`https://api.mapbox.com/directions/v5/mapbox/driving-traffic/${this.longitude},${this.latitude};${selectedResult.center[0]},${selectedResult.center[1]}?alternatives=true&geometries=geojson&language=en&steps=true&access_token=${environment.MapboxApiKey}`);
+        coords = [selectedResult.center[0], selectedResult.center[1]];
+      }
+      this.searchBar.value = `${selectedResult.place_name}`;
     }
-    console.log(coords);
-    // Add a marker for the start point
+    console.log("_________________________");
+    console.log("Directions query", query);
+    console.log("_________________________");
+    loading.dismiss(); // Dismiss loading spinner when response is received
 
+    // Add a marker for the start point
     const start = {
       type: 'FeatureCollection',
       features: [
@@ -284,7 +488,7 @@ export class MapModalComponent implements OnInit, AfterViewInit {
           properties: {},
           geometry: {
             type: 'Point',
-            coordinates: coords
+            coordinates: [coords[coords.length - 1][0], coords[coords.length - 1][1]]
           }
         }
       ]
@@ -305,7 +509,7 @@ export class MapModalComponent implements OnInit, AfterViewInit {
                 properties: {},
                 geometry: {
                   type: 'Point',
-                  coordinates: coords
+                  coordinates: [coords[coords.length - 1][0], coords[coords.length - 1][1]]
                 }
               }
             ]
@@ -318,31 +522,63 @@ export class MapModalComponent implements OnInit, AfterViewInit {
       });
     }
 
-    const json = await query.json();
+    let geojson: any;
+    let route: any;
+
+    if (!fallback) // Optimised route
+    {
+      const data = query.result; // Pick 1st route in list of route recommendations
+      route = coords; // list of coordinates forming route
+      geojson = {
+        type: 'Feature',
+        properties: {},
+        geometry: {
+          type: 'LineString',
+          coordinates: route
+        }
+      };
+      // get the sidebar and add the instructions
 
-    const data = json.routes[0]; // Pick 1st route in list of route recommendations
-    const route = data.geometry.coordinates; // list of coordinates forming route
-    const geojson = {
-      type: 'Feature',
-      properties: {},
-      geometry: {
-        type: 'LineString',
-        coordinates: route
+      const steps = data.instructions;
+      for (const step of steps) {
+        this.instructions.push(step);
       }
-    };
-    // get the sidebar and add the instructions
-    const steps = data.legs[0].steps;
-    for (const step of steps) {
-      this.instructions.push(step.maneuver.instruction);
+
+      this.tripDuration = Math.floor(data.duration / 60);
+      this.tripDistance = Math.floor(data.distance / 1000);
+
+      //CALCULATE ETA
+      this.tripETA = new Date();
+      this.calculateETA();
+    }
+    else // Mapbox
+    {
+      const json = await query.json();
+
+      const data = json.routes[0]; // Pick 1st route in list of route recommendations
+      route = data.geometry.coordinates; // list of coordinates forming route
+      geojson = {
+        type: 'Feature',
+        properties: {},
+        geometry: {
+          type: 'LineString',
+          coordinates: route
+        }
+      };
+      // get the sidebar and add the instructions
+      const steps = data.legs[0].steps;
+      for (const step of steps) {
+        this.instructions.push(step.maneuver.instruction);
+      }
+
+      this.tripDuration = Math.floor(data.duration / 60);
+      this.tripDistance = Math.floor(data.distance / 1000);
+
+      //CALCULATE ETA
+      this.tripETA = new Date();
+      this.calculateETA();
     }
 
-    this.tripDuration = Math.floor(data.duration / 60);
-    this.tripDistance = Math.floor(data.distance / 1000);
-    
-    //CALCULATE ETA 
-    this.tripETA = new Date();
-    this.calculateETA();
-    
 
     // if the route already exists on the map, we'll reset it using setData
     if (this.map.getSource('route')) {
@@ -393,6 +629,16 @@ export class MapModalComponent implements OnInit, AfterViewInit {
     });
   }
 
+  private async presentLoading() {
+    const loading = await this.loadingController.create({
+      message: 'Calculating Route...',
+      spinner: 'crescent', // spinner style
+      duration: 20000,
+    });
+    await loading.present();
+    return loading;
+  }
+
   delay(ms: number) {
     return new Promise(resolve => setTimeout(resolve, ms));
   }
@@ -433,8 +679,6 @@ export class MapModalComponent implements OnInit, AfterViewInit {
     });
     this.closePopup();
   }
-  @ViewChild('myModal') myModal: any; // Reference to the ion-modal element
-  modalResult: any; // To store the selected result data
 
   openModal(result: any) {
     // if (!this.myModal) {
@@ -442,11 +686,18 @@ export class MapModalComponent implements OnInit, AfterViewInit {
     this.myModal.present();
   }
 
+  @ViewChild('navigateModal') navigateModal: any; // Reference to the ion-modal element
+
+  openNavigateModal() {
+    this.navigateModal.present();
+    this.updateBreakpoint();
+  }
+
   calculateETA() {
     let tripETAHours: number = 0;
     let tripETAMinutes: number = 0;
 
-    if(this.tripDuration >= 60) {
+    if (this.tripDuration >= 60) {
       tripETAHours = Math.floor(this.tripDuration / 60);
       tripETAMinutes = this.tripDuration - (tripETAHours * 60);
     } else {
@@ -571,6 +822,57 @@ export class MapModalComponent implements OnInit, AfterViewInit {
     }
   }
 
-  
+  savePlace() {
+    this.navigateToPlace = false;
+    this.savedPlacesService.savedPlace = this.goToPlace;
+    //this.savedPlacesService.addSavedPlace(this.goToPlace);
+    console.log("SAVE NEW PLACE", this.goToPlace);
+    this.savedPlacesService.savePlace.next(true);
+    this.cancelNavigateModal();
+
+  }
+
+  cancelNavigateModal() {
+    this.navigateModal.dismiss();
+  }
+
+  ngOnDestroy() {
+    if (this.navigateToPlaceSubscription) {
+      this.navigateToPlaceSubscription.unsubscribe();
+      this.savedPlacesService.navigateToPlace.next(false);
+    }
+
+    if (this.MapSubscription) {
+      this.MapSubscription.unsubscribe();
+    }
+  }
+
+  // REPORTING
+  goToReport() {
+    this.router.navigate(['/report']);
+  }
+
+  isPointInsidePolygon(point: any, polygon: any) {
+    const x = point.coordinates[0];
+    const y = point.coordinates[1];
+
+    const vertices = polygon.coordinates[0]; // Assuming the first set of coordinates defines the polygon
+    let isInside = false;
+
+    for (let i = 0, j = vertices.length - 1; i < vertices.length; j = i++) {
+      const xi = vertices[i][0];
+      const yi = vertices[i][1];
+      const xj = vertices[j][0];
+      const yj = vertices[j][1];
+
+      const intersect = ((yi > y) !== (yj > y)) && (x < ((xj - xi) * (y - yi)) / (yj - yi) + xi);
+      if (intersect) {
+        isInside = !isInside;
+      }
+    }
+
+    return isInside;
+  }
+
 }
 
diff --git a/app/WhereIsThePower/src/app/shared/map-modal/map-suburbs.service.ts b/app/WhereIsThePower/src/app/shared/map-modal/map-suburbs.service.ts
index 1a3760c6..79727644 100644
--- a/app/WhereIsThePower/src/app/shared/map-modal/map-suburbs.service.ts
+++ b/app/WhereIsThePower/src/app/shared/map-modal/map-suburbs.service.ts
@@ -20,4 +20,30 @@ export class MapSuburbsService {
   getSuburbData() {
     return this.httpClient.post(this.apiUrl, this.body);
   }
+
+  fetchTimeForPolygon(suburbId: number) {
+    const url = `https://witpa.codelog.co.za/api/fetchTimeForPolygon`;
+    const requestBody = { suburbId };
+
+    return this.httpClient.post(url, requestBody);
+  }
+
+  fetchOptimalRoute(originLon: number, originLat: number, destinationLon: number, destinationLat: number) {
+    const url = `https://witpa.codelog.co.za/api/ai/info`;
+console.log(originLon, originLat, destinationLon, destinationLat);
+
+    const requestBody =
+    {
+      "origin": [
+        originLon,
+        originLat     
+       ],
+      "destination": [
+        destinationLon,
+        destinationLat
+      ]
+    };
+
+    return this.httpClient.post(url, requestBody);
+  }
 }
diff --git a/app/WhereIsThePower/src/app/tab-navigate/tab-navigate.page.html b/app/WhereIsThePower/src/app/tab-navigate/tab-navigate.page.html
index f24dab09..78557f04 100644
--- a/app/WhereIsThePower/src/app/tab-navigate/tab-navigate.page.html
+++ b/app/WhereIsThePower/src/app/tab-navigate/tab-navigate.page.html
@@ -20,7 +20,7 @@ <h3><strong>Enable Device location</strong></h3>
     </ion-row>
   </div>
   <ng-template #noLocationProvided>
-    <app-map-modal></app-map-modal>
+    <app-map-modal #mapModalComponent></app-map-modal>
   </ng-template>
 </ion-content>
 
diff --git a/app/WhereIsThePower/src/app/tab-navigate/tab-navigate.page.ts b/app/WhereIsThePower/src/app/tab-navigate/tab-navigate.page.ts
index 3c4ebd69..551bc6c6 100644
--- a/app/WhereIsThePower/src/app/tab-navigate/tab-navigate.page.ts
+++ b/app/WhereIsThePower/src/app/tab-navigate/tab-navigate.page.ts
@@ -1,5 +1,8 @@
 import { Component } from '@angular/core';
 import { UserLocationService } from '../user-location.service';
+import { SavedPlacesService } from '../tab-saved/saved-places.service';
+import { ViewChild } from '@angular/core';
+import { MapModalComponent } from '../shared/map-modal/map-modal.component';
 
 @Component({
   selector: 'app-tab-navigate',
@@ -7,8 +10,9 @@ import { UserLocationService } from '../user-location.service';
   styleUrls: ['tab-navigate.page.scss']
 })
 export class TabNavigatePage {
+  @ViewChild('mapModalComponent', { static: false }) mapModalComponent!: MapModalComponent;
 
-  constructor(private UserLocationService: UserLocationService) { }
+  constructor(private UserLocationService: UserLocationService, private savedPlacesService: SavedPlacesService) { }
   isLocationProvide = false;
 
   async ionViewDidEnter() {
@@ -20,9 +24,20 @@ export class TabNavigatePage {
       console.log('isLocationAvailable', isLocationAvailable);
       this.isLocationProvide = isLocationAvailable;
     });
+
+    if(this.mapModalComponent && this.mapModalComponent.map)
+      this.mapModalComponent.map.resize();
   }
 
   onLocateUser() {
     this.UserLocationService.getUserLocation();
   }
+
+  ionViewDidLeave() {
+    if (this.mapModalComponent && this.mapModalComponent.searchBar) {
+      this.mapModalComponent.searchBar.value = "";
+    }
+    this.savedPlacesService.navigateToPlace.next(false);
+    this.savedPlacesService.navigateToSavedPlace.next(false);
+  }
 }
diff --git a/app/WhereIsThePower/src/app/tab-profile/tab-profile.page.ts b/app/WhereIsThePower/src/app/tab-profile/tab-profile.page.ts
index 272ec394..4cdc67f7 100644
--- a/app/WhereIsThePower/src/app/tab-profile/tab-profile.page.ts
+++ b/app/WhereIsThePower/src/app/tab-profile/tab-profile.page.ts
@@ -65,6 +65,7 @@ export class TabProfilePage implements OnInit {
   async logout() {
     this.isLoggedIn = false;
     await this.authService.signOutUser();
+    this.toggleTheme('light');
   }
 
   ngOnDestroy() {
diff --git a/app/WhereIsThePower/src/app/tab-saved/place.ts b/app/WhereIsThePower/src/app/tab-saved/place.ts
index 950eda65..a4552ea7 100644
--- a/app/WhereIsThePower/src/app/tab-saved/place.ts
+++ b/app/WhereIsThePower/src/app/tab-saved/place.ts
@@ -1,7 +1,9 @@
 export interface Place {
-    address: string;
-    latitude: number;
-    longitude: number;
-    mapboxId: string;
-    name: string;
+  address: string;
+  latitude: number;
+  longitude: number;
+  mapboxId: string;
+  name: string;
+  category: string;
+  placeType: string;
 }
diff --git a/app/WhereIsThePower/src/app/tab-saved/saved-places.service.ts b/app/WhereIsThePower/src/app/tab-saved/saved-places.service.ts
index be6e1b6a..7995fc30 100644
--- a/app/WhereIsThePower/src/app/tab-saved/saved-places.service.ts
+++ b/app/WhereIsThePower/src/app/tab-saved/saved-places.service.ts
@@ -2,6 +2,8 @@ import { HttpClient, HttpHeaders } from '@angular/common/http';
 import { Injectable } from '@angular/core';
 import { AuthService } from '../authentication/auth.service';
 import { BehaviorSubject, Subscription } from 'rxjs';
+import { filter, tap } from 'rxjs/operators';
+import { Router } from '@angular/router';
 import { Place } from './place';
 
 @Injectable({
@@ -17,26 +19,55 @@ export class SavedPlacesService {
     "name": "Home"
   }
 */
-headers = new HttpHeaders();
-  constructor(
-    private httpClient: HttpClient,
-    private auth: AuthService
-    ) { }
-
   apiUrl = 'https://witpa.codelog.co.za/api/';
-  place = new BehaviorSubject<Place[] | null>(null);
+  selectedPlace: any;
+  navigateToPlace: BehaviorSubject<boolean> = new BehaviorSubject<boolean>(false);
+  navigateToSavedPlace: BehaviorSubject<boolean> = new BehaviorSubject<boolean>(false);
+  savePlace: BehaviorSubject<boolean> = new BehaviorSubject<boolean>(false);
+  savedPlace: any;
+
   poool: any;
-  /*
+  private headers: HttpHeaders = new HttpHeaders();
+  constructor(private httpClient: HttpClient,
+    private authService: AuthService,
+    private router: Router
+  ) { }
+
+  place = new BehaviorSubject<Place[] | null>(null);
+
   getPlaces() {
-    return this.httpClient.get(`${this.apiUrl}user/savedPlaces`, { headers: this.auth.headers });
+    this.headers = this.authService.getAuthHeaders(); // get the auth headers
+
+    return this.httpClient.get<Place[]>(`${this.apiUrl}user/savedPlaces`, { headers: this.headers }).pipe(tap((places: Place[]) => {
+      this.place.next(places);
+    }));
+  }
+
+  addSavedPlace(newPlace: Place) {
+    this.savePlace.next(false);
+    this.navigateToPlace.next(false);
+
+    return this.httpClient.put(`${this.apiUrl}user/savedPlaces`, newPlace, { headers: this.headers })
   }
 
+  deleteSavedPlace(placeID: string) {
+    let currentPlaces: any = this.place.value;
+    console.log("currentPlaces: ", currentPlaces)
 
-  addSavedPlace(place: Place) {
-    console.log("add saved place");
-    console.log("place",this.place);
-    console.log("HEADER", this.headers);
+    if (currentPlaces && currentPlaces.result) {
+      const updatedPlaces = currentPlaces.result.filter((place: Place) => {
+        return place.mapboxId !== placeID;
+      });
+      console.log("updatedPlaces: ", updatedPlaces)
+      this.place.next(updatedPlaces);
+    }
 
-    return this.httpClient.put(`${this.apiUrl}user/savedPlaces`, this.place, { headers: this.headers })
-  }*/
+    return this.httpClient.delete(`${this.apiUrl}user/savedPlaces/${placeID}`, { headers: this.headers })
+  }
+
+  goToPlace(place: Place) {
+    this.selectedPlace = place;
+    this.navigateToPlace.next(true);
+    this.router.navigate(['tabs/tab-navigate']);
+  }
 }
diff --git a/app/WhereIsThePower/src/app/tab-saved/tab-saved.page.html b/app/WhereIsThePower/src/app/tab-saved/tab-saved.page.html
index 9751e92b..61dbe9bf 100644
--- a/app/WhereIsThePower/src/app/tab-saved/tab-saved.page.html
+++ b/app/WhereIsThePower/src/app/tab-saved/tab-saved.page.html
@@ -15,7 +15,7 @@
             alt="Address on phone Illustration"
             class="ion-padding"
           >
-          </ion-img>  
+          </ion-img>
       </ion-col>
     </ion-row>
     <ion-row>
@@ -27,12 +27,19 @@ <h3>Saved places is only available to registered users. </h3>
       </ion-col>
     </ion-row>
   </div>
-  <ng-template #elseIsloggedIn>  
+  <ng-template #elseIsloggedIn>
     <ion-grid>
       <!-- SEARCH BAR -->
       <ion-row class="justify-content-center">
         <ion-col class="searchbar-container">
-          <ion-searchbar animated="true" placeholder="Search for a place..." (ionInput)="onSearchInput($event)" (keyup.enter)="onSearchInput($event)" (ionClear)="onSearchBarClear()" (ionFocus)="onSearchBarFocus()" #searchBar></ion-searchbar>
+          <ion-searchbar animated="true" placeholder="Search for a place..." 
+            (ionInput)="onSearchInput($event)" 
+            (keyup.enter)="onSearchInput($event)"
+            (ionClear)="onSearchBarClear()" 
+            (ionFocus)="onSearchBarFocus()"         
+            (ionBlur)="onBlur()"
+            #searchBar>
+          </ion-searchbar>
           <ion-list *ngIf="showResultsList; else elseBlock">
             <ion-item *ngFor="let result of searchResults" (click)="savePlace(result)"  button>
               <ion-icon slot="start" name="{{ getFeatureType(result.place_type[0]) }}"></ion-icon>
@@ -42,17 +49,6 @@ <h3><strong>{{ result.text }}</strong></h3>
               </ion-label>
               <!-- TEMP ADD PLACE -->
               <ion-icon name="add-circle" color="primary" size="large"></ion-icon>
-              <!-- BOOKMARK -->
-              <!-- <div *ngIf="isPlaceSaved(result) === false; else elseBlock"> -->
-                <!-- ADD -->
-                    <!-- <ion-icon color="success" style="font-size: 24px;" slot="icon-only" name="bookmark-outline"></ion-icon> -->
-              <!-- </div> -->
-              <!-- <ng-template #elseBlock> -->
-                <!-- <div> -->
-                  <!-- DELETE -->
-                    <!-- <ion-icon slot="icon-only" name="bookmark"></ion-icon> -->
-                <!-- </div> -->
-              <!-- </ng-template> -->
             </ion-item>
           </ion-list>
         </ion-col>
@@ -62,37 +58,31 @@ <h3><strong>{{ result.text }}</strong></h3>
         <ion-col>
           <ion-row>
             <ion-toolbar class="ion-text-wrap">
-              <!-- Saved Places is empty -->
-              <ion-title *ngIf="places.length === 0">
+              <ion-title *ngIf="places?.length === 0">
                 You have no saved places
               </ion-title>
+
               <!-- Show Saved places -->
               <ion-list *ngFor="let savedPlace of places">
-                <ion-item>
-                  <!-- <ion-icon slot="start" name="{{ savedPlace.type }}"></ion-icon> -->
-                  <ion-label class="ion-text-wrap">
-                    <h2>{{ savedPlace.name }}, {{ savedPlace.address }}</h2>
-                  </ion-label>
-                  <div>
-                    <!-- DELETE -->
-                    <ion-button 
-                      color="success"
-                      fill="clear" 
-                      (click)="removeSavedPlace(savedPlace)">
-                      <ion-icon slot="icon-only" name="bookmark"></ion-icon>
-                    </ion-button>
-                  </div>
-                </ion-item>
+                <ion-item-sliding>
+                  <ion-item (click)="goToSavedPlace(savedPlace)">
+                    <ion-label class="ion-text-wrap">
+                      <h2>{{ savedPlace.address }}</h2>
+                    </ion-label>
+                  </ion-item>
+                  <ion-item-options side="end">
+                    <ion-item-option color="danger" (click)="deleteSavedPlace(savedPlace)">
+                      <ion-icon slot="icon-only" name="trash"></ion-icon>
+                    </ion-item-option>
+                  </ion-item-options>
+                </ion-item-sliding>
               </ion-list>
             </ion-toolbar>
           </ion-row>
-          <!-- <ion-row class="ion-hide-lg-down">
-            <app-map-modal></app-map-modal>
-          </ion-row> -->
         </ion-col>
       </ng-template>
     </ion-grid>
-  </ng-template>  
+  </ng-template>
 </ion-content>
 
 
diff --git a/app/WhereIsThePower/src/app/tab-saved/tab-saved.page.ts b/app/WhereIsThePower/src/app/tab-saved/tab-saved.page.ts
index 2ab4f397..cdd88648 100644
--- a/app/WhereIsThePower/src/app/tab-saved/tab-saved.page.ts
+++ b/app/WhereIsThePower/src/app/tab-saved/tab-saved.page.ts
@@ -2,12 +2,13 @@ import { Component, ViewChild } from '@angular/core';
 import { UserLocationService } from '../user-location.service';
 import { HttpClient } from '@angular/common/http';
 import { environment } from 'src/environments/environment';
-import { empty } from 'rxjs';
+import { Subscription } from 'rxjs';
 import { AuthService } from '../authentication/auth.service';
 import { Router } from '@angular/router';
 import { SavedPlacesService } from './saved-places.service';
 import { Place } from './place';
 import { ToastController } from '@ionic/angular';
+import { take } from 'rxjs/operators';
 
 @Component({
   selector: 'app-tab-saved',
@@ -22,7 +23,8 @@ export class TabSavedPage {
   showResultsList: boolean = false;
   searchResults: any[] = [];
   queryLength = 0;
-
+  private placesSubscription: Subscription;
+  private savePlaceSubscription: Subscription;
   @ViewChild('searchBar', { static: false }) searchBar: any;
 
   constructor(private router: Router,
@@ -30,7 +32,11 @@ export class TabSavedPage {
     private http: HttpClient,
     private authService: AuthService,
     private savedPlaceService: SavedPlacesService,
-    private toastController: ToastController) {}
+    private toastController: ToastController
+  ) {
+    this.placesSubscription = new Subscription();
+    this.savePlaceSubscription = new Subscription();
+  }
 
   ngOnInit() {}
 
@@ -39,15 +45,23 @@ export class TabSavedPage {
   }
 
   async ionViewDidEnter() {
-    this.latitude = this.userLocationService.getLatitude();
     this.isLoggedIn = await this.authService.isUserLoggedIn();
-    console.log(this.isLoggedIn)
 
-    if(this.isLoggedIn)
-    {
-      this.authService.getPlaces().subscribe((data:any) => {
-       // console.log("getPlaces", data);
+    if (this.isLoggedIn) {
+      this.placesSubscription = this.savedPlaceService.getPlaces().subscribe((data: any) => {
         this.places = data.result;
+        this.places.sort((a: Place, b: Place) => {
+          return a.name.localeCompare(b.name); // Sort alphabetically based on the name property
+        });
+        console.log("Saved Places: ", this.places);
+      });
+
+      this.savePlaceSubscription = this.savedPlaceService.savePlace.subscribe((savePlace: any) => {
+        if (savePlace === true) {
+          console.log("Save Page savePlace: ", this.savedPlaceService.savedPlace);
+          this.router.navigate(['tabs/tab-saved']);
+          this.addSavedPlace(this.savedPlaceService.savedPlace);
+        }
       });
     }
   }
@@ -56,35 +70,60 @@ export class TabSavedPage {
     this.isLoggedIn = false;
   }
 
+  goToPlace(result: any) {
+    this.savedPlaceService.goToPlace(result);
+  }
+
+  goToSavedPlace(result: any) {
+    this.savedPlaceService.navigateToSavedPlace.next(true);
+    this.savedPlaceService.goToPlace(result);
+  }
+
   savePlace(result: any) {
-    this.authService.getPlaces().subscribe((data:any) => {
-      // console.log("getPlaces", data);
-       this.places = data.result;
-     });
     this.showResultsList = false;
+    console.log("result: ", result);
 
+
+    // Assign the result to a new object
     let newPlace: Place = {
+      "mapboxId": result.id,
+      "name": result.text,
       "address": result.place_name,
       "latitude": result.center[1],
       "longitude": result.center[0],
-      "mapboxId": result.properties.mapbox_id,
-      "name":  result.text
+      "category": "average",
+      "placeType": "unkown"
+    }
+    this.goToPlace(newPlace);
   }
-  
-    console.log("newPlace ",newPlace);
 
-    this.sucessToast('Succesfully added place');
-    this.authService.addSavedPlace(newPlace).subscribe(data => {
-      console.log("savedPlaceService ",data);
-      //this.savedPlaces = data;
-    });
+  addSavedPlace(place: any) {
+    if (!this.isPlaceSaved(place)) {
+      this.savedPlaceService.addSavedPlace(place)
+        .pipe(take(1)) //subscription will automatically unsubscribe after the first emission
+        .subscribe(data => {
+          console.log("addSavedPlace: ", data);
+
+          if (this.places.length > 0) {
+            this.savedPlaceService.place.next([...this.places, place]);
+          } else {
+            this.savedPlaceService.place.next([place]);
+          }
+          // this.sucessToast('Succesfully added place');
+        },
+          error => {
+            console.error("addSavedPlace error: ", error);
+          }
+        );
+    }
   }
 
-  removeSavedPlace(place: any) {
-    this.savedPlaces = this.savedPlaces.filter((sPlace: any) => {
-      if (sPlace.id !== place.id) return sPlace;
+  deleteSavedPlace(savedPlace: any) {
+    console.log("deleteSavedPlace", savedPlace);
+    this.savedPlaceService.deleteSavedPlace(savedPlace.mapboxId).subscribe(data => {
+      console.log("deleteSavedPlace: ", data);
+      this.places = this.places.filter((place: Place) => place.mapboxId !== savedPlace.mapboxId);
     });
-    console.log(this.savedPlaces);
   }
 
   isPlaceSaved(place: any) {
@@ -92,7 +131,7 @@ export class TabSavedPage {
     this.savedPlaces.forEach((sPlace: any) => {
       if (sPlace.id === place.id) isSaved = true;
     });
-    console.log(isSaved)
+    //console.log(isSaved)
     return isSaved;
   }
 
@@ -174,6 +213,12 @@ export class TabSavedPage {
     this.showResultsList = false;
   }
 
+  onBlur() {
+    console.log("Search Bar Blurred");
+    setTimeout(() => {
+      this.showResultsList = false;
+    }, 200); // 200ms delay
+  }
 
   async sucessToast(message: string) {
     const toast = await this.toastController.create({
@@ -186,5 +231,9 @@ export class TabSavedPage {
   }
 
   // TODO send Boolean to mapmodal
-
+  ngOnDestroy() {
+    if (this.placesSubscription) {
+      this.placesSubscription.unsubscribe(); // unsubscribe from the observable
+    }
+  }
 }
diff --git a/app/WhereIsThePower/src/app/tab-schedule/schedule-time.ts b/app/WhereIsThePower/src/app/tab-schedule/schedule-time.ts
new file mode 100644
index 00000000..398863b5
--- /dev/null
+++ b/app/WhereIsThePower/src/app/tab-schedule/schedule-time.ts
@@ -0,0 +1,4 @@
+export interface IScheduleTime {
+    startTime: Date;
+    endTime: Date;
+}
diff --git a/app/WhereIsThePower/src/app/tab-schedule/schedule.service.ts b/app/WhereIsThePower/src/app/tab-schedule/schedule.service.ts
new file mode 100644
index 00000000..a2b0b297
--- /dev/null
+++ b/app/WhereIsThePower/src/app/tab-schedule/schedule.service.ts
@@ -0,0 +1,23 @@
+import { HttpClient } from '@angular/common/http';
+import { Injectable } from '@angular/core';
+
+@Injectable({
+  providedIn: 'root'
+})
+export class ScheduleService {
+  apiUrl = 'https://witpa.codelog.co.za/api/fetchScheduleData'
+
+  constructor(private httpClient: HttpClient) { }
+
+  getScheduleData(suburb: number) {
+    let body = {
+      "suburbId": suburb
+    }
+
+    return this.httpClient.post<number>(this.apiUrl, body);
+  }
+
+  getLoadSheddingStage() {
+    return this.httpClient.get('https://witpa.codelog.co.za/api/fetchCurrentStage');
+  }
+}
diff --git a/app/WhereIsThePower/src/app/tab-schedule/tab-schedule.page.html b/app/WhereIsThePower/src/app/tab-schedule/tab-schedule.page.html
index c15c3d43..995cfc76 100644
--- a/app/WhereIsThePower/src/app/tab-schedule/tab-schedule.page.html
+++ b/app/WhereIsThePower/src/app/tab-schedule/tab-schedule.page.html
@@ -7,48 +7,71 @@
 </ion-header>
 
 <ion-content [fullscreen]="true">
-  <h1 class="ion-text-center">Area</h1>
-  <h1 class="ion-padding-start">Sat, 06 May</h1>
-  <ion-list>
-    <ion-item>
-      <ion-label>
-        <p>Stage 5</p>
-        <h2>00:00 - 02:30</h2>
-      </ion-label>
-    </ion-item>
-    <ion-item>
-      <ion-label>
-        <p>Stage 4</p>
-        <h2>08:00 - 10:30</h2>
-      </ion-label>
-    </ion-item>
-    <ion-item>
-      <ion-label>
-        <p>Stage 5</p>
-        <h2>16:00 - 18:30</h2>
-      </ion-label>
-    </ion-item>
-  </ion-list>
-
-  <h1 class="ion-padding-start ion-padding-top">Sun, 07 May</h1>
-  <ion-list>
-    <ion-item>
-      <ion-label>
-        <p>Stage 5</p>
-        <h2>00:00 - 02:30</h2>
-      </ion-label>
-    </ion-item>
-    <ion-item>
-      <ion-label>
-        <p>Stage 4</p>
-        <h2>08:00 - 10:30</h2>
-      </ion-label>
-    </ion-item>
-    <ion-item>
-      <ion-label>
-        <p>Stage 5</p>
-        <h2>16:00 - 18:30</h2>
-      </ion-label>
-    </ion-item>
-  </ion-list>
+  <ion-grid>
+    <ion-row>
+      <ion-col class="searchbar-container" size-xs="12" size-md="4" offset-md="7.8">
+        <ion-searchbar
+        [(ngModel)]="searchTerm"
+        animated="true"
+        placeholder="Search for a place..."
+        (ionInput)="onSearch($event)"
+        (keyup.enter)="onSearch($event)"
+        (ionFocus)="onSearch($event)"
+        (ionBlur)="onBlur()"
+        >
+        </ion-searchbar>
+        <ion-list *ngIf="filteredItems.length > 0 && showResultsList" class="search-results">
+          <ion-item *ngFor="let result of filteredItems" (click)="selectSuburb(result)" button>
+            <ion-label>
+              <h3><strong>{{ result.name }}</strong></h3>
+            </ion-label>
+          </ion-item>
+        </ion-list>
+      </ion-col>
+    </ion-row>
+    <ion-row *ngIf="isLocationProvided && isAreaFound; else areaNotAvailable">
+      <ion-col size="12" class="ion-text-center"><h2>{{ suburbName }}</h2></ion-col>
+      <ion-col size="12" class="ion-text-center">
+        <ion-chip [color]="chipColor">
+          Current Stage: {{ loadsheddingStage }}
+        </ion-chip>
+      </ion-col>
+      <ion-col>     
+        <ion-card *ngFor="let time of loadshedTimes">
+          <ion-card-header>
+            <ion-card-title>
+              {{ days[time.startTime.getDay()] }}
+            </ion-card-title>
+            <ion-card-subtitle>
+              {{ time.startTime.getDate() }} {{ months[time.startTime.getMonth()] }}
+            </ion-card-subtitle>
+          </ion-card-header>
+          <ion-card-content>
+            <ion-title>
+              {{ formatTime(time.startTime.getHours()) }}:{{ formatTime(time.startTime.getMinutes()) }} - {{ formatTime(time.endTime.getHours()) }}:{{ formatTime(time.endTime.getMinutes()) }}
+            </ion-title>
+          </ion-card-content>
+        </ion-card>
+      </ion-col>
+    </ion-row>
+    <ng-template #areaNotAvailable>
+      <ion-row>
+        <ion-col size="8" offset="2" size-md="6" offset-md="3" size-xl="4" offset-xl="4">
+          <ion-img
+              src="assets/phoneStats.svg"
+              alt="Address on phone Illustration"
+              class="ion-padding"
+            >
+            </ion-img>
+        </ion-col>
+      </ion-row>
+      <ion-row>
+          <ion-col class="ion-text-center ion-text-md-end">
+          </ion-col>
+          <ion-col size="12" class="ion-text-center">
+            <h3>Search for a suburb inside City of Tshwane.</h3>
+          </ion-col>
+      </ion-row>
+    </ng-template>
+  </ion-grid>
 </ion-content>
diff --git a/app/WhereIsThePower/src/app/tab-schedule/tab-schedule.page.scss b/app/WhereIsThePower/src/app/tab-schedule/tab-schedule.page.scss
index 81a69207..0a44da5e 100644
--- a/app/WhereIsThePower/src/app/tab-schedule/tab-schedule.page.scss
+++ b/app/WhereIsThePower/src/app/tab-schedule/tab-schedule.page.scss
@@ -1,3 +1,21 @@
 .map {
   width: 100%;
-}
\ No newline at end of file
+}
+
+.loadsheddingBanner{
+  background-color: yellow;
+}
+
+.search-container {
+  position: relative;
+}
+
+.search-results {
+  position: absolute;
+  top: 100%;  /* Display results directly below the search bar */
+  left: 0;
+  right: 0;
+  z-index: 999;  /* Ensure results are displayed above other elements */
+  max-height: 300px;
+  overflow-y: auto;  /* Allow scrolling for long lists */
+}
diff --git a/app/WhereIsThePower/src/app/tab-schedule/tab-schedule.page.ts b/app/WhereIsThePower/src/app/tab-schedule/tab-schedule.page.ts
index 68c58c8f..edd867f9 100644
--- a/app/WhereIsThePower/src/app/tab-schedule/tab-schedule.page.ts
+++ b/app/WhereIsThePower/src/app/tab-schedule/tab-schedule.page.ts
@@ -1,4 +1,9 @@
 import { Component } from '@angular/core';
+import { Subscription } from 'rxjs';
+import { UserLocationService } from '../user-location.service';
+import { ScheduleService } from './schedule.service';
+import { HttpClient } from '@angular/common/http';
+import { IScheduleTime } from './schedule-time';
 
 @Component({
   selector: 'app-tab-schedule',
@@ -6,7 +11,161 @@ import { Component } from '@angular/core';
   styleUrls: ['tab-schedule.page.scss']
 })
 export class TabSchedulePage {
+  searchItems: any[] = [];
+  filteredItems: any[] = [];
+  geojsonData: any;
+  showResultsList = false;
+  isLocationProvided = false;
+  isAreaFound = false;
+  suburbName = "";
+  searchTerm: string = "";
+  loadsheddingStage: number = 0;
+  chipColor: string = "success";
+  months: string[] = ["January", "February", "March", "April", "May", "June", "July", "August", "September", "October", "November", "December"];
+  days: string[] = ["Sunday", "Monday", "Tuesday", "Wednesday", "Thursday", "Friday", "Saturday"];
 
-  constructor() {}
+  loadshedTimes: IScheduleTime[] = [];
 
+  // Subscriptions
+  suburbDataSubscription: Subscription = new Subscription();
+  listSuburbsSubscription: Subscription = new Subscription();
+  loadsheddingStageSubscription: Subscription = new Subscription();
+  isLocationAvailableSubscription: Subscription = new Subscription();
+
+  constructor(private userLocationService: UserLocationService,
+    private scheduleService: ScheduleService,
+    private http: HttpClient,
+    ) {}
+
+  async ngOnInit() {
+    this.listSuburbsSubscription = this.http.get('assets/suburbs.json').subscribe(data => {
+      this.geojsonData = data;
+      this.searchItems = this.geojsonData.features.map((feature: any) => ({
+        name: feature.properties.SP_NAME,
+        id: feature.id
+      }));
+      this.filteredItems = [...this.searchItems];
+      console.log("Search Items:", this.filteredItems);
+    });
+
+    this.loadsheddingStageSubscription = this.scheduleService.getLoadSheddingStage().subscribe((stage: any) => {
+      console.log(stage);
+      this.loadsheddingStage = stage.result;
+      this.chipColor = this.setChipColor(this.loadsheddingStage);
+    });
+  }
+
+  async ionViewWillEnter(){
+    // Attempt to get location
+    await this.userLocationService.getUserLocation();
+
+    this.isLocationAvailableSubscription = this.userLocationService.isLocationAvailable.subscribe((isLocationAvailable) => {
+      this.isLocationProvided = isLocationAvailable;
+      console.log("isLocationAvailable (Schedule page): ", this.isLocationProvided);
+    });
+
+      // Default Schedule: Area schedule on user location
+      let area = await this.userLocationService.getArea();
+      console.log("Area: ", area);
+      if (area != null) {
+        console.log("Area Name: ", area.properties.SP_NAME);
+        console.log("Area ID: ", area.id);
+        this.selectSuburb(
+          {
+            "id": area.id,
+            "name": area.properties.SP_NAME
+          }
+        );
+      }
+      else {
+        console.log("Area is not available outside of City of Tshwane.");
+      }
+  }
+
+  onSearch(event: any) {
+    if (this.searchTerm.length > 0) {
+      this.showResultsList = true;
+    }
+    else {
+      this.showResultsList = false;
+    }
+    console.log(this.searchTerm);
+    // Reset items back to all of the items
+    this.filteredItems = [...this.searchItems];
+
+    // if the value is an empty string, don't filter the items
+    if (!this.searchTerm) return;
+
+    this.filteredItems = this.searchItems.filter(item => {
+      if (item.name && this.searchTerm) {
+        return item.name.toLowerCase().includes(this.searchTerm.toLowerCase());
+      }
+      return false;
+    });
+    console.log("Filtered Items: ", this.filteredItems);
+  }
+
+  onBlur() {
+    console.log("Search Bar Blurred");
+    setTimeout(() => {
+      this.showResultsList = false;
+    }, 200); // 200ms delay
+  }
+
+  selectSuburb(selectedSuburb: any) {
+    //this.clearAllCharts();
+    console.log(selectedSuburb.name); // Logs the suburb name
+    console.log(selectedSuburb.id); // Logs the suburb id
+    this.showResultsList = false;
+    this.isAreaFound = true;
+
+    this.suburbDataSubscription = this.scheduleService.getScheduleData(selectedSuburb.id).subscribe((data: any) => {
+      console.log("ScheduleService: ", data);
+      if (data.result != null) {
+        this.suburbName = selectedSuburb.name;
+        this.searchTerm = selectedSuburb.name;
+        
+        this.loadshedTimes = [];
+
+        data.result.timesOff.forEach((timeOff: any) => {
+          let tempScheduleTimes: IScheduleTime = {
+            startTime: this.convertToDateTime(timeOff.start),
+            endTime: this.convertToDateTime(timeOff.end)
+          }
+
+          this.loadshedTimes.push(tempScheduleTimes);
+        });
+
+        console.log(this.loadshedTimes);
+        
+      }
+      else {
+        this.isAreaFound = false;
+      }
+    },
+      (error) => {
+        console.error(error);
+        this.isAreaFound = false;
+      });
+  }
+
+  convertToDateTime(utcTime: number) {
+    return new Date(1000 * utcTime);
+  }
+
+  formatTime(unformattedTime: number) {
+    if(unformattedTime < 10) return '0' + unformattedTime;
+    return unformattedTime;
+  }
+
+  setChipColor(loadshedStage: number) {
+    if(loadshedStage > 0 && loadshedStage < 4) return "warning";
+    if(loadshedStage >= 4) return "danger";
+    return "success";
+  }
+
+  ngOnDestroy() {
+    this.suburbDataSubscription.unsubscribe();
+    this.listSuburbsSubscription.unsubscribe();
+  }
 }
diff --git a/app/WhereIsThePower/src/app/tab-statistics/tab-statistics.page.html b/app/WhereIsThePower/src/app/tab-statistics/tab-statistics.page.html
index 48bbebcd..e08e2ff1 100644
--- a/app/WhereIsThePower/src/app/tab-statistics/tab-statistics.page.html
+++ b/app/WhereIsThePower/src/app/tab-statistics/tab-statistics.page.html
@@ -9,20 +9,84 @@
 <ion-content [fullscreen]="true">
   <ion-content>
     <ion-grid>
-      <ion-row class="ion-justify-content-center ion-padding-bottom">
-        <ion-col size="10" offset="1" size-md="4" offset-md="0" class="ion-text-center">
-          <ion-text><h2>Loadshedding for Today</h2></ion-text>
-          <div class="doughnutChart-container ion-justify-content-center">
-            <canvas #doughnutChartRef id="doughnutChart"></canvas>
-          </div>
-        </ion-col>
-        <ion-col size="12" size-md="7" offset-md="1" class="ion-text-center ion-padding-vertical ion-justify-content-center ion-padding-vertical">
-          <ion-text><h2>Loadshedding for this Week</h2></ion-text>
-          <div class="chart-container">
-            <canvas #barChartRef id="barChart"></canvas>
-          </div>
+      <ion-row>
+        <ion-col class="searchbar-container" size-xs="12" size-md="4" offset-md="7.8">
+          <ion-searchbar
+          [(ngModel)]="searchTerm"
+          animated="true"
+          placeholder="Search for a place..."
+          (ionInput)="onSearch($event)"
+          (keyup.enter)="onSearch($event)"
+          (ionFocus)="onSearch($event)"
+          (ionBlur)="onBlur()"
+          >
+          </ion-searchbar>
+          <ion-list *ngIf="filteredItems.length > 0 && showResultsList" class="search-results">
+            <ion-item *ngFor="let result of filteredItems" (click)="selectSuburb(result)" button>
+              <ion-label>
+                <h3><strong>{{ result.name }}</strong></h3>
+              </ion-label>
+            </ion-item>
+          </ion-list>
         </ion-col>
       </ion-row>
+      <div *ngIf="isLocationProvided && isAreaFound; else areaNotAvailable">
+        <ion-row
+        class="ion-justify-content-center">
+          <ion-col size="12" class="ion-text-start ion-padding-start">
+            <h2>{{ suburbName }}</h2>
+          </ion-col>
+        </ion-row>
+        <ion-row>
+          <ion-col size="12" size-md="4" class="ion-text-center">
+            <ion-card class="graph ion-padding-bottom ion-padding-start ion-padding-end">
+              <ion-card-header>
+                <ion-card-title>
+                  <ion-text><h3>Loadshedding for Today</h3></ion-text>
+                </ion-card-title>
+              </ion-card-header>
+              <ion-card-content>
+                <div class="doughnutChart-container ion-justify-content-center">
+                  <canvas #doughnutChartRef id="doughnutChart"></canvas>
+                </div>
+              </ion-card-content>
+            </ion-card>
+          </ion-col>
+          <ion-col size="12" size-md="8" class="ion-text-center ion-justify-content-center">
+            <ion-card class="graph">
+              <ion-card-header>
+                <ion-card-title>
+                  <ion-text><h3>Loadshedding for this Week</h3></ion-text>
+                </ion-card-title>
+              </ion-card-header>
+              <ion-card-content>
+                <div class="chart-container">
+                  <canvas #barChart id="barChart"></canvas>
+                </div>
+              </ion-card-content>
+            </ion-card>
+          </ion-col>
+        </ion-row>
+      </div>
+      <ng-template #areaNotAvailable>
+        <ion-row>
+          <ion-col size="8" offset="2" size-md="6" offset-md="3" size-xl="4" offset-xl="4">
+            <ion-img
+                src="assets/phoneStats.svg"
+                alt="Address on phone Illustration"
+                class="ion-padding"
+              >
+              </ion-img>
+          </ion-col>
+        </ion-row>
+        <ion-row>
+            <ion-col class="ion-text-center ion-text-md-end">
+            </ion-col>
+            <ion-col size="12" class="ion-text-center">
+              <h3>Search for a suburb inside City of Tshwane.</h3>
+            </ion-col>
+        </ion-row>
+      </ng-template>
     </ion-grid>
   </ion-content>
 </ion-content>
diff --git a/app/WhereIsThePower/src/app/tab-statistics/tab-statistics.page.scss b/app/WhereIsThePower/src/app/tab-statistics/tab-statistics.page.scss
index e69de29b..1cb6222b 100644
--- a/app/WhereIsThePower/src/app/tab-statistics/tab-statistics.page.scss
+++ b/app/WhereIsThePower/src/app/tab-statistics/tab-statistics.page.scss
@@ -0,0 +1,17 @@
+.search-container {
+  position: relative;
+}
+
+.search-results {
+  position: absolute;
+  top: 100%;  /* Display results directly below the search bar */
+  left: 0;
+  right: 0;
+  z-index: 999;  /* Ensure results are displayed above other elements */
+  max-height: 300px;
+  overflow-y: auto;  /* Allow scrolling for long lists */
+}
+
+.graph{
+  height: 95%;
+}
diff --git a/app/WhereIsThePower/src/app/tab-statistics/tab-statistics.page.ts b/app/WhereIsThePower/src/app/tab-statistics/tab-statistics.page.ts
index 97ad57d7..5eb689f8 100644
--- a/app/WhereIsThePower/src/app/tab-statistics/tab-statistics.page.ts
+++ b/app/WhereIsThePower/src/app/tab-statistics/tab-statistics.page.ts
@@ -1,6 +1,12 @@
 import { Component, ElementRef, OnInit, ViewChild } from '@angular/core';
-import { Chart, registerables } from 'chart.js';
+import { registerables } from 'chart.js';
 import { StatisticsService } from './statistics.service';
+import { HttpClient } from '@angular/common/http';
+import { Chart } from 'chart.js/auto'
+import { Renderer2 } from '@angular/core';
+import { UserLocationService } from '../user-location.service';
+import { Subscription } from 'rxjs';
+
 Chart.register(...registerables)
 
 @Component({
@@ -14,50 +20,100 @@ export class TabStatisticsPage implements OnInit {
 
   doughnutChart: any = null;
   barChart: any = null;
-  constructor(private statisticsService: StatisticsService) { }
-  ngOnInit() {
-    const suburbId = 17959;
-    this.statisticsService.getSuburbData(suburbId).subscribe((data) => {
-      console.log("statisticsService: ",data);
-
-      this.processDoughnutChart(data);
-      this.processBarChart(data);
-    }, 
-    (error) => {
-        console.error(error);
+  searchItems: any[] = [];
+  filteredItems: any[] = [];
+  geojsonData: any;
+  showResultsList = false;
+  isLocationProvided = false;
+  isAreaFound = false;
+  suburbName = "";
+  searchTerm: string = "";
+
+  // Subscriptions
+  isLocationAvailableSubscription: Subscription = new Subscription();
+  suburbDataSubscription: Subscription = new Subscription();
+  listSuburbsSubscription: Subscription = new Subscription();
+
+  constructor(
+    private statisticsService: StatisticsService,
+    private http: HttpClient,
+    private renderer: Renderer2,
+    private userLocationService: UserLocationService
+  ) { }
+  async ngOnInit() {
+    this.listSuburbsSubscription = this.http.get('assets/suburbs.json').subscribe(data => {
+      this.geojsonData = data;
+      this.searchItems = this.geojsonData.features.map((feature: any) => ({
+        name: feature.properties.SP_NAME,
+        id: feature.id
+      }));
+      this.filteredItems = [...this.searchItems];
+      console.log("Search Items:", this.filteredItems);
     });
   }
 
-  processDoughnutChart(data: any)
-  {
-     // Get today's day name (e.g., "Mon", "Tue", etc.)
-     const today = new Date().toLocaleDateString('en-US', { weekday: 'short' });
-
-      // Get the on and off values for today's day from the data
-      const todayOnValue = data.result.perDayTimes[today]?.on || 0;
-      const todayOffValue = data.result.perDayTimes[today]?.off || 0;
-  
-      // Convert total uptime and downtime to hours
-      const uptimeToday = Math.floor(todayOnValue / 60);
-      const downtimeToday = Math.floor(todayOffValue / 60);
-
-      // Data for Doughnut Chart (Uptime/Downtime for Today)
-      const doughnutData = {
-        labels: ['Uptime', 'Downtime'],
-        datasets: [{
-          label: 'Loadshedding',
-          data: [uptimeToday, downtimeToday], // Uptime vs Downtime
-          borderWidth: 0,
-          backgroundColor: [
-            '#007A4D',
-            '#DE3831',
-          ],
-        }]
-      };
-      this.populateDoughnutChart(doughnutData);
+  async ionViewWillEnter() {
+    // Attempt to get location
+    await this.userLocationService.getUserLocation();
+
+    // Check if the location is available
+    this.isLocationAvailableSubscription = this.userLocationService.isLocationAvailable.subscribe((isLocationAvailable) => {
+      this.isLocationProvided = isLocationAvailable;
+      console.log("isLocationAvailable (Stats page): ", this.isLocationProvided);
+    });
+
+    // Default Statistics: Area stats on user location
+    let area = await this.userLocationService.getArea();
+    console.log("Area: ", area);
+    if (area != null) {
+      console.log("Area Name: ", area.properties.SP_NAME);
+      console.log("Area ID: ", area.id);
+      this.selectSuburb(
+        {
+          "id": area.id,
+          "name": area.properties.SP_NAME
+        }
+      );
+    }
+    else {
+      console.log("Area is not available outside of City of Tshwane.");
+    }
+  }
+
+  processDoughnutChart(data: any) {
+    // Get today's day name (e.g., "Mon", "Tue", etc.)
+    const today = new Date().toLocaleDateString('en-US', { weekday: 'short' });
+
+    // Get the on and off values for today's day from the data
+    const todayOnValue = data.result.perDayTimes[today]?.on || 0;
+    const todayOffValue = data.result.perDayTimes[today]?.off || 0;
+
+    // Convert total uptime and downtime to hours
+    const uptimeToday = Math.floor(todayOnValue / 60);
+    const downtimeToday = Math.floor(todayOffValue / 60);
+
+    // Data for Doughnut Chart (Uptime/Downtime for Today)
+    const doughnutData = {
+      labels: ['Uptime', 'Downtime'],
+      datasets: [{
+        label: 'Loadshedding',
+        data: [uptimeToday, downtimeToday], // Uptime vs Downtime
+        borderWidth: 0,
+        backgroundColor: [
+          '#007A4D',
+          '#DE3831',
+        ],
+      }]
+    };
+    this.populateDoughnutChart(doughnutData);
   }
 
   populateDoughnutChart(doughnutData: any) {
+    if (this.doughnutChart) {
+      this.doughnutChart.clear();
+      this.doughnutChart.destroy();
+    }
+
     this.doughnutChart = new Chart("doughnutChart", {
       type: 'doughnut',
       data: doughnutData,
@@ -72,11 +128,10 @@ export class TabStatisticsPage implements OnInit {
     });
   }
 
-  processBarChart(data: any)
-  {
+  processBarChart(data: any) {
     const daysOfWeek = ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"];
     const todayIndex = new Date().getDay(); // 0 for Sunday, 1 for Monday, etc.
-    const orderedDaysOfWeek = [...daysOfWeek.slice(todayIndex+1), ...daysOfWeek.slice(0, todayIndex+1)];
+    const orderedDaysOfWeek = [...daysOfWeek.slice(todayIndex + 1), ...daysOfWeek.slice(0, todayIndex + 1)];
 
     const barData = {
       labels: orderedDaysOfWeek,
@@ -100,7 +155,12 @@ export class TabStatisticsPage implements OnInit {
   }
 
   populateBarChart(barData: any) {
-    this.barChart = new Chart("barChart", {
+    if (this.barChart) {
+      this.barChart.clear();
+      this.barChart.destroy();
+    }
+
+    this.barChart = new Chart(this.barChartRef.nativeElement, {
       type: 'bar',
       data: barData,
       options: {
@@ -131,7 +191,14 @@ export class TabStatisticsPage implements OnInit {
           }
         },
       },
-    });
+    });/*
+    console.log("????: ", this.barChart);
+
+    if (this.barChart) {
+      this.barChart.clear();
+
+      this.barChart.destroy();
+    }*/
   }
 
   clearDoughnutChart() {
@@ -146,5 +213,67 @@ export class TabStatisticsPage implements OnInit {
     this.clearBarChart();
     this.clearDoughnutChart();
   }
+
+  onSearch(event: any) {
+    if (this.searchTerm.length > 0) {
+      this.showResultsList = true;
+    }
+    else {
+      this.showResultsList = false;
+    }
+    console.log(this.searchTerm);
+    // Reset items back to all of the items
+    this.filteredItems = [...this.searchItems];
+
+    // if the value is an empty string, don't filter the items
+    if (!this.searchTerm) return;
+
+    this.filteredItems = this.searchItems.filter(item => {
+      if (item.name && this.searchTerm) {
+        return item.name.toLowerCase().includes(this.searchTerm.toLowerCase());
+      }
+      return false;
+    });
+    console.log("Filtered Items: ", this.filteredItems);
+  }
+
+  onBlur() {
+    console.log("Search Bar Blurred");
+    setTimeout(() => {
+      this.showResultsList = false;
+    }, 200); // 200ms delay
+  }
+
+  selectSuburb(selectedSuburb: any) {
+    //this.clearAllCharts();
+    console.log(selectedSuburb.name); // Logs the suburb name
+    console.log(selectedSuburb.id); // Logs the suburb id
+    this.showResultsList = false;
+    this.isAreaFound = true;
+
+    this.suburbDataSubscription = this.statisticsService.getSuburbData(selectedSuburb.id).subscribe((data: any) => {
+      console.log("statisticsService: ", data);
+      if (data.result != null) {
+        this.suburbName = selectedSuburb.name;
+        this.searchTerm = selectedSuburb.name;
+
+        this.processDoughnutChart(data);
+        this.processBarChart(data);
+      }
+      else {
+        this.isAreaFound = false;
+      }
+    },
+      (error) => {
+        console.error(error);
+        this.isAreaFound = false;
+      });
+  }
+
+  ngOnDestroy() {
+    this.isLocationAvailableSubscription.unsubscribe();
+    this.suburbDataSubscription.unsubscribe();
+    this.listSuburbsSubscription.unsubscribe();
+  }
 }
 
diff --git a/app/WhereIsThePower/src/app/user-location.service.ts b/app/WhereIsThePower/src/app/user-location.service.ts
index e37115f1..fc9b6232 100644
--- a/app/WhereIsThePower/src/app/user-location.service.ts
+++ b/app/WhereIsThePower/src/app/user-location.service.ts
@@ -2,6 +2,7 @@ import { Injectable } from '@angular/core';
 import { Geolocation } from '@capacitor/geolocation';
 import { BehaviorSubject } from 'rxjs';
 import { AlertController } from '@ionic/angular';
+import { HttpClient } from '@angular/common/http';
 
 @Injectable({
   providedIn: 'root'
@@ -10,8 +11,9 @@ export class UserLocationService {
   latitude: number = 0;
   longitude: number = 0;
   isLocationAvailable: BehaviorSubject<boolean> = new BehaviorSubject<boolean>(false);
+  suburbData: any;
 
-  constructor(private alertController: AlertController) { }
+  constructor(private alertController: AlertController, private http: HttpClient) { }
 
 
   getLatitude() {
@@ -29,9 +31,8 @@ export class UserLocationService {
       this.isLocationAvailable.next(true);
       this.latitude = coordinates.coords.latitude;
       this.longitude = coordinates.coords.longitude;
-    } 
-    catch (error) 
-    {
+    }
+    catch (error) {
       console.error("Error getting user location:", error);
       this.showLocationErrorAlert();
     }
@@ -50,7 +51,42 @@ export class UserLocationService {
         }
       ]
     });
-  
+
     await alert.present();
   }
+
+  async getArea() {
+    // Fetch the suburb data
+    const data = await this.http.get('assets/suburbs.json').toPromise();
+    this.suburbData = data;
+
+    console.log("suburbData:", this.suburbData);
+
+    // Check if the user's location is inside any of the polygons and find SP_NAME
+    for (const feature of this.suburbData.features) {
+      const polygon = feature.geometry.coordinates[0]; // Assuming it's the first ring for simplicity
+
+      if (this.isPointInPolygon(this.latitude, this.longitude, polygon)) {
+        return feature; // Found the area, return its SP_NAME
+      }
+    }
+
+    return null; // Location is not in any known SP_NAME area
+  }
+
+
+  isPointInPolygon(userLat: number, userLon: number, polygon: number[][]) {
+    let inside = false;
+
+    for (let i = 0, j = polygon.length - 1; i < polygon.length; j = i++) {
+      const xi = polygon[i][0], yi = polygon[i][1];
+      const xj = polygon[j][0], yj = polygon[j][1];
+
+      const intersect = ((yi > userLat) !== (yj > userLat)) &&
+        (userLon < (xj - xi) * (userLat - yi) / (yj - yi) + xi);
+      if (intersect) inside = !inside;
+    }
+
+    return inside;
+  }
 }
diff --git a/app/WhereIsThePower/src/assets/CablesDamaged.svg b/app/WhereIsThePower/src/assets/CablesDamaged.svg
new file mode 100644
index 00000000..d11ebf00
--- /dev/null
+++ b/app/WhereIsThePower/src/assets/CablesDamaged.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" stroke="white" fill="white" height="48" viewBox="0 -960 960 960" width="48"><path d="M412-120q-12.75 0-21.375-8.625T382-150v-88L256-377q-7.652-7.857-11.826-18.214T240-417v-192.318Q240-634 257-651.5q17-17.5 41-17.5l60 60h-58v191l142 155.701V-180h76v-82l49-54L88-795q-9-9-9-21t9-21q9-9 21-9t21 9l708 708q9 9 9 21t-9 21q-9 9-21 9t-21-9L610-273l-32 35v88q0 12.75-8.625 21.375T548-120H412Zm308-489v195q0 10.667-3.5 20.333Q713-384 706-376l-14 16-32-32v-217H443L342-710v-100q0-12.75 8.675-21.375 8.676-8.625 21.5-8.625 12.825 0 21.325 8.625T402-810v141h156v-141q0-12.75 8.675-21.375 8.676-8.625 21.5-8.625 12.825 0 21.325 8.625T618-810v171l-30-30h72q24.75 0 42.375 17.625T720-609ZM553-499Zm-114 55Z"/></svg>
\ No newline at end of file
diff --git a/app/WhereIsThePower/src/assets/CablesStolen.svg b/app/WhereIsThePower/src/assets/CablesStolen.svg
new file mode 100644
index 00000000..759547e0
--- /dev/null
+++ b/app/WhereIsThePower/src/assets/CablesStolen.svg
@@ -0,0 +1,3 @@
+<svg width="63" height="63" viewBox="0 0 63 63" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M21.735 14.3062L17.0625 11.9438L20.37 5.25H42.6037L45.9375 11.9438L41.265 14.28L39.375 10.5H23.625L21.735 14.3062ZM48.8775 21H36.9862L34.9125 13.125H28.0875L26.0137 21H14.1225L10.7625 27.6938L15.4612 30.03L17.3775 26.25H45.6224L47.5125 30.0562L52.2112 27.72L48.8775 21ZM46.6462 57.75H41.2125L40.5825 55.3875L31.5 41.7375L22.3912 55.3875L21.7875 57.75H16.3537L23.94 28.875H29.3737L28.4287 32.4188L31.5 37.0125L34.5449 32.4188L33.6262 28.875H39.06L46.6462 57.75ZM29.925 39.375L27.5625 35.8312L24.465 47.5912L29.925 39.375ZM38.535 47.565L35.4375 35.805L33.075 39.375L38.535 47.565Z" fill="white"/>
+</svg>
diff --git a/app/WhereIsThePower/src/assets/Drifting.svg b/app/WhereIsThePower/src/assets/Drifting.svg
new file mode 100644
index 00000000..7abb7423
--- /dev/null
+++ b/app/WhereIsThePower/src/assets/Drifting.svg
@@ -0,0 +1 @@
+<svg viewBox="-74.99999999999989 225 1575 989.9999999999999" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" overflow="visible" width="1575px" height="989.9999999999999px"><g id="Master/Spot Illustration/Drifting"><g id="Background" transform="translate(-82 155.8) scale(0.86 0.8600000290643601)"><g id="Background/Speed"><g id="speed"><g id="bg"><path id="Path" d="M276 530.72H86C84.067 530.72 82.5 529.153 82.5 527.22C82.5 525.287 84.067 523.72 86 523.72H276C277.933 523.72 279.5 525.287 279.5 527.22C279.5 529.153 277.933 530.72 276 530.72V530.72Z" fill="#D1D9DB"/><path id="Path_2" d="M426.5 300V300C402.21 299.77 379.43 299.43 357.41 299.11C295.32 298.19 236.67 297.32 166.82 299.37H166.72C164.787 299.4 163.195 297.858 163.165 295.925C163.135 293.992 164.677 292.4 166.61 292.37C236.61 290.37 295.34 291.19 357.51 292.11C379.51 292.43 402.29 292.77 426.51 293C428.443 293 430.01 294.567 430.01 296.5C430.01 298.433 428.443 300 426.51 300H426.5Z" 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diff --git a/app/WhereIsThePower/src/assets/phoneStats.svg b/app/WhereIsThePower/src/assets/phoneStats.svg
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diff --git a/app/WhereIsThePower/src/environments/environment.prod.ts b/app/WhereIsThePower/src/environments/environment.prod.ts
index 99ca2d53..aadbcd1d 100644
--- a/app/WhereIsThePower/src/environments/environment.prod.ts
+++ b/app/WhereIsThePower/src/environments/environment.prod.ts
@@ -1,4 +1,4 @@
 export const environment = {
   production: true,
-  MapboxApiKey: 'MapboxApiKey'
+  MapboxApiKey: 'HelloAPIKey'
 };
diff --git a/app/WhereIsThePower/src/environments/environment.ts b/app/WhereIsThePower/src/environments/environment.ts
index 8559209c..16253b1f 100644
--- a/app/WhereIsThePower/src/environments/environment.ts
+++ b/app/WhereIsThePower/src/environments/environment.ts
@@ -1,4 +1,4 @@
 export const environment = {
   production: false,
-  MapboxApiKey: 'replace'
+  MapboxApiKey: 'HelloAPIKey'
 };