#!/usr/bin/env bash
# init_jupyter_analysis
# ----------------------
# Inicializa un analisis Jupyter completo en analysis/{nombre}/.
# Compone: assert_command_exists + find_free_port + init_uv_venv +
#          uv_add_packages + write_jupyter_launcher +
#          write_mcp_jupyter_config + write_claude_jupyter_rules +
#          write_jupyter_registry_kernel
#
# USO:
#   ./init_jupyter_analysis.sh <nombre> [paquetes_extra...]
#
# EJEMPLOS:
#   ./init_jupyter_analysis.sh finanzas
#   ./init_jupyter_analysis.sh duckdb polars duckdb
#   ./init_jupyter_analysis.sh ml scikit-learn torch

set -euo pipefail

SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
REGISTRY_ROOT="$(cd "$SCRIPT_DIR/../../.." && pwd)"

# Source funciones atomicas
source "$REGISTRY_ROOT/bash/functions/shell/assert_command_exists.sh"
source "$REGISTRY_ROOT/bash/functions/shell/find_free_port.sh"
source "$REGISTRY_ROOT/bash/functions/infra/init_uv_venv.sh"
source "$REGISTRY_ROOT/bash/functions/infra/uv_add_packages.sh"
source "$REGISTRY_ROOT/bash/functions/infra/write_jupyter_launcher.sh"
source "$REGISTRY_ROOT/bash/functions/infra/write_mcp_jupyter_config.sh"
source "$REGISTRY_ROOT/bash/functions/infra/write_claude_jupyter_rules.sh"
source "$REGISTRY_ROOT/bash/functions/infra/write_jupyter_registry_kernel.sh"

# ── Argumentos ──────────────────────────────────────────────

NOMBRE="${1:-}"
if [ -z "$NOMBRE" ]; then
    echo "Uso: $0 <nombre> [paquetes_extra...]" >&2
    echo "  Ejemplo: $0 finanzas polars" >&2
    exit 1
fi
shift
EXTRA_PACKAGES=("$@")

ANALYSIS_DIR="${REGISTRY_ROOT}/analysis/${NOMBRE}"

echo ""
echo "════════════════════════════════════════════════════════════"
echo "  INIT JUPYTER ANALYSIS: ${NOMBRE}"
echo "  Directorio: ${ANALYSIS_DIR}"
echo "════════════════════════════════════════════════════════════"
echo ""

# ── 1. Verificar herramientas ───────────────────────────────

echo "[1/8] Verificando herramientas..."
assert_command_exists uv || assert_command_exists python3
echo "  OK"

# ── 2. Crear estructura de carpetas ─────────────────────────

echo "[2/8] Creando estructura..."
mkdir -p "$ANALYSIS_DIR/notebooks" "$ANALYSIS_DIR/data"
echo "  ${ANALYSIS_DIR}/notebooks/"
echo "  ${ANALYSIS_DIR}/data/"

# ── 3. Crear venv ───────────────────────────────────────────

echo "[3/8] Inicializando venv..."
venv_path=$(init_uv_venv "$ANALYSIS_DIR")
echo "  $venv_path"

# ── 4. Instalar paquetes ────────────────────────────────────

echo "[4/8] Instalando paquetes..."
BASE_PACKAGES=(jupyter jupyterlab jupyter-collaboration jupyter-mcp-server pandas numpy matplotlib)
ALL_PACKAGES=("${BASE_PACKAGES[@]}" "${EXTRA_PACKAGES[@]}")
uv_add_packages "$ANALYSIS_DIR" "${ALL_PACKAGES[@]}"
echo "  Instalados: ${ALL_PACKAGES[*]}"

# ── 5. Generar launcher ─────────────────────────────────────

echo "[5/8] Generando launcher..."
launcher=$(write_jupyter_launcher "$ANALYSIS_DIR")
echo "  $launcher"

# ── 6. Configurar MCP ───────────────────────────────────────

echo "[6/8] Configurando MCP..."
port=$(find_free_port 8888 8899)
mcp_config=$(write_mcp_jupyter_config "$ANALYSIS_DIR" "$port")
echo "  $mcp_config (puerto: $port)"

# ── 7. Reglas para agentes ──────────────────────────────────

echo "[7/8] Escribiendo reglas Claude..."
rules=$(write_claude_jupyter_rules "$ANALYSIS_DIR")
echo "  $rules"

# ── 8. Kernel startup con acceso al registry ────────────────

echo "[8/8] Configurando kernel con acceso al registry..."
kernel_startup=$(write_jupyter_registry_kernel "$ANALYSIS_DIR")
echo "  $kernel_startup"

# ── Resumen ─────────────────────────────────────────────────

echo ""
echo "════════════════════════════════════════════════════════════"
echo "  ANALISIS '${NOMBRE}' LISTO"
echo "════════════════════════════════════════════════════════════"
echo ""
echo "  Pasos siguientes:"
echo ""
echo "  1. En otra terminal:"
echo "     cd ${ANALYSIS_DIR} && ./run-jupyter-lab.sh"
echo ""
echo "  2. Abrir Claude en el analisis:"
echo "     cd ${ANALYSIS_DIR} && claude"
echo ""
echo "  3. Abrir en navegador: http://localhost:${port}"
echo ""
echo "  FN_REGISTRY_ROOT=${REGISTRY_ROOT}"
echo ""
