feat: initialize managed portal

managed/people_flow_project/setup_native_venv.sh

@@ -0,0 +1,38 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+PROJECT_ROOT="$SCRIPT_DIR"
+WHEELHOUSE_DIR="$PROJECT_ROOT/wheelhouse"
+DEEPFACE_SOURCE_DIR="$PROJECT_ROOT/weights/deepface"
+DEEPFACE_TARGET_DIR="${HOME}/.deepface/weights"
+PYTHON_BIN="${PYTHON_BIN:-python3.12}"
+
+cd "$PROJECT_ROOT"
+
+"$PYTHON_BIN" -m venv .venv
+source .venv/bin/activate
+
+if [[ -d "$WHEELHOUSE_DIR" ]] && find "$WHEELHOUSE_DIR" -maxdepth 1 -name '*.whl' | grep -q .; then
+  python -m pip install --no-index --find-links "$WHEELHOUSE_DIR" --upgrade pip setuptools wheel
+  pip install --no-index --find-links "$WHEELHOUSE_DIR" "numpy<2"
+  pip install --no-index --find-links "$WHEELHOUSE_DIR" torch torchvision
+  pip install --no-index --find-links "$WHEELHOUSE_DIR" "tensorflow[and-cuda]==2.16.1" "tf-keras==2.16.0"
+  pip install --no-index --find-links "$WHEELHOUSE_DIR" -r requirements-native.txt
+else
+  python -m pip install --upgrade pip setuptools wheel
+  pip install "numpy<2"
+  pip install --index-url https://download.pytorch.org/whl/cu126 torch torchvision
+  pip install "tensorflow[and-cuda]==2.16.1" "tf-keras==2.16.0"
+  pip install -r requirements-native.txt
+fi
+
+mkdir -p "$DEEPFACE_TARGET_DIR"
+if find "$DEEPFACE_SOURCE_DIR" -maxdepth 1 -name '*.h5' | grep -q .; then
+  cp -f "$DEEPFACE_SOURCE_DIR"/*.h5 "$DEEPFACE_TARGET_DIR"/
+else
+  echo "Warning: missing bundled DeepFace weights under $DEEPFACE_SOURCE_DIR"
+  echo "Attribute analysis will stay unavailable until the .h5 files are provided."
+fi
+
+echo "venv_ready=$PROJECT_ROOT/.venv"