Updating to automatically grab opponent map and grid map depending on if it's MMA or NASCAR, even if you don't do a database load.

app.py

@@ -1621,6 +1621,10 @@ if selected_tab == 'Data Load':
                 st.session_state['projections_loaded'] = False
             if proj_options == 'User Upload':
                 projections_file = st.file_uploader("Upload Projections File (CSV or Excel)", type=['csv', 'xlsx', 'xls'])
+                if sport_var == 'MMA':
+                    opp_map = init_mma_baselines(type_var, site_var, slate_var3)[8]
+                elif sport_var == 'NASCAR':
+                    grid_map = init_nascar_baselines(type_var, site_var, slate_var3)[8]
                 st.session_state['db_projections_file'] = projections_file
                 st.session_state['projections_loaded'] = True
             elif proj_options == 'Paydirt DB':

update-launch-template.ps1

@@ -0,0 +1,71 @@
+# Update Launch Template to pull from Git
+
+# Define the user data bash script
+$userData = @'
+#!/bin/bash
+cd /home/ec2-user
+
+# Clone repo if it doesn't exist, otherwise pull latest
+if [ ! -d "AWS_Portfolio_Manager" ]; then
+    git clone https://huggingface.co/spaces/Multichem-PD/DFS_Portfolio_Manager AWS_Portfolio_Manager
+    cd AWS_Portfolio_Manager
+    python3 -m venv venv
+    mkdir -p .streamlit
+else
+    cd AWS_Portfolio_Manager
+    git pull origin main
+fi
+
+# Install/update packages
+source venv/bin/activate
+pip install -r requirements.txt
+
+# Restart Streamlit
+sudo supervisorctl restart streamlit
+'@
+
+# Encode to base64 for AWS
+$userDataBase64 = [Convert]::ToBase64String([System.Text.Encoding]::UTF8.GetBytes($userData))
+
+Write-Host "Creating new launch template version..." -ForegroundColor Cyan
+
+# Create properly formatted JSON file with ASCII encoding (no BOM)
+$jsonContent = "{`"UserData`": `"$userDataBase64`"}"
+[System.IO.File]::WriteAllText("$PWD\launch-template-data.json", $jsonContent, [System.Text.Encoding]::ASCII)
+
+# Create new launch template version
+aws ec2 create-launch-template-version `
+    --launch-template-name portfolio-manager-template `
+    --source-version '$Latest' `
+    --launch-template-data file://launch-template-data.json
+
+if ($LASTEXITCODE -ne 0) {
+    Write-Host "Failed to create launch template version" -ForegroundColor Red
+    Remove-Item "launch-template-data.json" -ErrorAction SilentlyContinue
+    exit 1
+}
+
+# Get the latest version number
+$latestVersion = aws ec2 describe-launch-template-versions `
+    --launch-template-name portfolio-manager-template `
+    --query 'LaunchTemplateVersions[0].VersionNumber' `
+    --output text
+
+Write-Host "Setting version $latestVersion as default..." -ForegroundColor Cyan
+
+# Set the new version as default
+aws ec2 modify-launch-template `
+    --launch-template-name portfolio-manager-template `
+    --default-version $latestVersion
+
+# Clean up temp file
+Remove-Item "launch-template-data.json" -ErrorAction SilentlyContinue
+
+if ($LASTEXITCODE -eq 0) {
+    Write-Host "Success! Launch template updated to version $latestVersion" -ForegroundColor Green
+    Write-Host "New instances will automatically pull code from Git" -ForegroundColor Green
+    Write-Host "Don't forget to add secrets.toml to new instances manually!" -ForegroundColor Yellow
+} else {
+    Write-Host "Failed to set default version" -ForegroundColor Red
+    exit 1
+}