update makefile and refactor reputation metrics

Author: enriquetomasmb

Makefile

@@ -31,7 +31,7 @@ install: install-python		## Install core dependencies
 	@echo "🔧 Installing pre-commit hooks"
 	@$(UV) run pre-commit install
 	@echo ""
-	@$(MAKE) update
+	@$(MAKE) update-dockers
 	@echo ""
 	@$(MAKE) shell
 
@@ -66,8 +66,8 @@ shell:				## Start a shell in the uv environment
 		echo "🚀 Created by \033[1;34mEnrique Tomás Martínez Beltrán\033[0m <\033[1;34menriquetomas@um.es\033[0m>"; \
 	fi
 
-.PHONY: update
-update:				## Update docker images
+.PHONY: update-dockers
+update-dockers:				## Update docker images
 	@echo "🐳 Updating docker images..."
 	@echo "🐳 Building nebula-frontend docker image. Do you want to continue (overrides existing image)? (y/n)"
 	@read ans; if [ "$${ans:-N}" = y ]; then \
@@ -76,14 +76,23 @@ update:				## Update docker images
 		echo "Skipping nebula-frontend docker build."; \
 	fi
 	@echo ""
-	@echo "🐳 Building nebula-core docker image. Do you want to continue? (overrides existing image)? (y/n)"
+	@echo "🐳 Building nebula-core docker image. Do you want to continue (overrides existing image)? (y/n)"
 	@read ans; if [ "$${ans:-N}" = y ]; then \
 		docker build -t nebula-core .; \
 	else \
 		echo "Skipping nebula-core docker build."; \
 	fi
 	echo "🐳 Docker images updated."
 
+.PHONY: update
+update:				## Update NEBULA code
+	@echo "🔄 Updating NEBULA code..."
+	@echo "🔄 Pulling latest changes from the repository..."
+	@git pull origin main
+	@echo "🔄 Updating submodules..."
+	@git submodule update --init --recursive
+	@echo "🔄 NEBULA code updated."
+
 .PHONY: lock
 lock:				## Update the lock file
 	@echo "🔒 This will update the lock file. Do you want to continue? (y/n)"

nebula/frontend/templates/deployment.html

@@ -613,7 +613,7 @@ <h5 class="step-number">Defense <i class="fa fa-wrench"></i>
                             <i class="fa fa-lock"></i>
                         </label>
                     </h5>
-                    <h5 class="step-title">With reputation</h5>
+                    <h5 class="step-title">Enable/Disable Reputation</h5>
                     <div class="form-check form-switch" style="margin-left: 23px;">
                         <input class="form-check-input" type="checkbox" id="reputationSwitch" style="display: inline; width: 80px; height: 30px;">
                     </div>
@@ -636,11 +636,18 @@ <h5 class="step-title">Weighting Factor</h5>
                     </div>
                     <div id="reputation-metrics" style="display:none;">
                         <h5 class="step-title">Reputation Metrics</h5>
+                        <p>Model-based metrics</p>
                         <div class="form-check">
                             <input class="form-check-input" type="checkbox" id="model-similarity" name="modelSimilarity">
                             <label class="form-check-label" for="model-similarity">Model Similarity</label>
                             <input class="form-control weight-input" type="number" id="weight-model-similarity" name="weightModelSimilarity" step="0.01" value="0" placeholder="Weight to model similarity" style="display: none; width: 30%; margin-top:2px;">
                         </div>
+                        <div class="form-check">
+                            <input class="form-check-input" type="checkbox" id="fraction-parameters-changed" name="fractionParametersChanged" >
+                            <label class="form-check-label" for="fraction-parameters-changed">Fraction Parameters Changed</label>
+                            <input class="form-control weight-input" type="number" id="weight-fraction-parameters-changed" name="weightFractionParametersChanged" step="0.01" value="0" placeholder="Weight to fraction paremeters changed" style="display: none; width: 30%; margin-top:2px;">
+                        </div>
+                        <p>Communication-based metrics</p>
                         <div class="form-check">
                             <input class="form-check-input" type="checkbox" id="num-messages" name="numMessages">
                             <label class="form-check-label" for="num-messages">Number of Messages</label>
@@ -651,11 +658,6 @@ <h5 class="step-title">Reputation Metrics</h5>
                             <label class="form-check-label" for="model-arrival-latency">Model Arrival Latency</label>
                             <input class="form-control weight-input" type="number" id="weight-model-arrival-latency" name="weightModelArrivalLatency" step="0.01" value="0" placeholder="Weight to model arrival latency" style="display: none; width: 30%; margin-top:2px;">
                         </div>
-                        <div class="form-check">
-                            <input class="form-check-input" type="checkbox" id="fraction-parameters-changed" name="fractionParametersChanged" >
-                            <label class="form-check-label" for="fraction-parameters-changed">Fraction Parameters Changed</label>
-                            <input class="form-control weight-input" type="number" id="weight-fraction-parameters-changed" name="weightFractionParametersChanged" step="0.01" value="0" placeholder="Weight to fraction paremeters changed" style="display: none; width: 30%; margin-top:2px;">
-                        </div>
                         <p id="weight-warning" style="color: red; display: none;">Total weight must not exceed 1.</p>
                     </div>
                 </div>