{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "20462817-93e5-4fbc-8239-efd9c5786ca5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[info] using boiling_curve_literature_data.csv\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\DELL\\AppData\\Local\\Temp\\ipykernel_26544\\3931415530.py:190: UserWarning: Tight layout not applied. The left and right margins cannot be made large enough to accommodate all Axes decorations.\n",
      "  fig.tight_layout()\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saved C:\\Users\\DELL\\a_ai_agent_datahub\\a_\\boiling_curve_claude\\boiling_curve_literature_summary.png  (13 curves, 350 points)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import sys\n",
    "from pathlib import Path\n",
    "\n",
    "import matplotlib\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "\n",
    "# Allow inline plotting if running in Jupyter / IPython\n",
    "if \"ipykernel\" in sys.modules:\n",
    "    %matplotlib inline\n",
    "\n",
    "# --------------------------------------------------------------------------\n",
    "# Global style: Times New Roman, 12 pt everywhere\n",
    "# --------------------------------------------------------------------------\n",
    "plt.rcParams.update({\n",
    "    \"font.family\": \"serif\",\n",
    "    \"font.serif\": [\n",
    "        \"Times New Roman\",\n",
    "        \"Times\",\n",
    "        \"Liberation Serif\",\n",
    "        \"Nimbus Roman\",\n",
    "        \"DejaVu Serif\",\n",
    "    ],\n",
    "    \"mathtext.fontset\": \"stix\",  # Math italics matching Times New Roman\n",
    "    \"font.size\": 12,\n",
    "    \"axes.titlesize\": 12,\n",
    "    \"axes.labelsize\": 12,\n",
    "    \"xtick.labelsize\": 12,\n",
    "    \"ytick.labelsize\": 12,\n",
    "    \"legend.fontsize\": 12,\n",
    "    \"figure.titlesize\": 12,\n",
    "    \"axes.unicode_minus\": False,\n",
    "})\n",
    "\n",
    "# --------------------------------------------------------------------------\n",
    "# Rohsenow nucleate pool-boiling correlation\n",
    "# --------------------------------------------------------------------------\n",
    "ROHSENOW = dict(\n",
    "    mu_l=2.82e-4,   # Pa.s\n",
    "    h_fg=2.257e6,   # J/kg\n",
    "    g=9.80665,      # m/s^2\n",
    "    rho_l=958.0,    # kg/m^3\n",
    "    rho_v=0.597,    # kg/m^3\n",
    "    sigma=0.0589,   # N/m\n",
    "    c_p_l=4217.0,   # J/(kg.K)\n",
    "    Pr_l=1.75,      # -\n",
    "    c_sf=0.013,     # -\n",
    "    n=1.0,          # -\n",
    ")\n",
    "\n",
    "\n",
    "def rohsenow_heat_flux(dT_K, p=ROHSENOW):\n",
    "    \"\"\"Heat flux [W/m^2] from wall superheat dT [K].\"\"\"\n",
    "    dT = np.asarray(dT_K, dtype=float)\n",
    "    pre = (\n",
    "        p[\"mu_l\"]\n",
    "        * p[\"h_fg\"]\n",
    "        * np.sqrt(p[\"g\"] * (p[\"rho_l\"] - p[\"rho_v\"]) / p[\"sigma\"])\n",
    "    )\n",
    "    brac = p[\"c_p_l\"] * dT / (p[\"c_sf\"] * p[\"h_fg\"] * p[\"Pr_l\"] ** p[\"n\"])\n",
    "    return pre * brac**3\n",
    "\n",
    "\n",
    "# --------------------------------------------------------------------------\n",
    "# Unit conversion mappings\n",
    "# --------------------------------------------------------------------------\n",
    "X_TO_K = {\n",
    "    \"k\": 1.0, \"c\": 1.0, \"degc\": 1.0, \"°c\": 1.0,\n",
    "    \"f\": 5.0 / 9.0, \"degf\": 5.0 / 9.0, \"°f\": 5.0 / 9.0,\n",
    "}\n",
    "Y_TO_WM2 = {\n",
    "    \"w/m^2\": 1.0, \"w/m2\": 1.0,\n",
    "    \"kw/m^2\": 1e3, \"kw/m2\": 1e3,\n",
    "    \"mw/m^2\": 1e6, \"mw/m2\": 1e6,\n",
    "    \"w/cm^2\": 1e4, \"w/cm2\": 1e4,\n",
    "}\n",
    "\n",
    "\n",
    "def load_data(csv_path):\n",
    "    \"\"\"Robustly read CSV, sanitize numeric types, and perform unit conversions.\"\"\"\n",
    "    df = pd.read_csv(csv_path)\n",
    "\n",
    "    # 1. Normalize superheat (wall_superheat_K)\n",
    "    if \"wall_superheat_K\" not in df.columns:\n",
    "        df[\"wall_superheat_K\"] = np.nan\n",
    "    else:\n",
    "        df[\"wall_superheat_K\"] = pd.to_numeric(\n",
    "            df[\"wall_superheat_K\"], errors=\"coerce\"\n",
    "        )\n",
    "\n",
    "    if \"x_value\" in df.columns and \"x_unit\" in df.columns:\n",
    "        x_val = pd.to_numeric(df[\"x_value\"], errors=\"coerce\")\n",
    "        x_unit_clean = df[\"x_unit\"].astype(str).str.strip().str.lower()\n",
    "        conv_x = x_unit_clean.map(X_TO_K).fillna(1.0)\n",
    "        df[\"wall_superheat_K\"] = df[\"wall_superheat_K\"].fillna(x_val * conv_x)\n",
    "\n",
    "    # 2. Normalize heat flux (heat_flux_W_m2)\n",
    "    if \"heat_flux_W_m2\" not in df.columns:\n",
    "        df[\"heat_flux_W_m2\"] = np.nan\n",
    "    else:\n",
    "        df[\"heat_flux_W_m2\"] = pd.to_numeric(\n",
    "            df[\"heat_flux_W_m2\"], errors=\"coerce\"\n",
    "        )\n",
    "\n",
    "    if \"y_value\" in df.columns and \"y_unit\" in df.columns:\n",
    "        y_val = pd.to_numeric(df[\"y_value\"], errors=\"coerce\")\n",
    "        y_unit_clean = df[\"y_unit\"].astype(str).str.strip().str.lower()\n",
    "        conv_y = y_unit_clean.map(Y_TO_WM2).fillna(1.0)\n",
    "        df[\"heat_flux_W_m2\"] = df[\"heat_flux_W_m2\"].fillna(y_val * conv_y)\n",
    "\n",
    "    # 3. Clean up NaNs and construct plotting variables\n",
    "    df = df.dropna(subset=[\"wall_superheat_K\", \"heat_flux_W_m2\"]).copy()\n",
    "    df[\"T_wall_C\"] = 100.0 + df[\"wall_superheat_K\"]  # T_sat = 100 C @ 1 atm\n",
    "    df[\"q_W_cm2\"] = df[\"heat_flux_W_m2\"] / 1.0e4      # W/m^2 -> W/cm^2\n",
    "    return df\n",
    "\n",
    "\n",
    "# --------------------------------------------------------------------------\n",
    "# Plot generation\n",
    "# --------------------------------------------------------------------------\n",
    "def make_figure(df, out_png):\n",
    "    # Group curves by paper_id and curve_id\n",
    "    groups = []\n",
    "    for (paper, curve), g in df.groupby([\"paper_id\", \"curve_id\"], sort=True):\n",
    "        g = g.sort_values(\"wall_superheat_K\")\n",
    "        groups.append(\n",
    "            (\n",
    "                f\"{paper}:{curve}\",\n",
    "                g[\"T_wall_C\"].to_numpy(),\n",
    "                g[\"q_W_cm2\"].to_numpy(),\n",
    "            )\n",
    "        )\n",
    "\n",
    "    colors = plt.get_cmap(\"tab20\")(np.linspace(0, 1, max(20, len(groups))))\n",
    "\n",
    "    # Explicitly size figure to (6, 6) inches\n",
    "    fig, ax = plt.subplots(figsize=(6.0, 6.0))\n",
    "\n",
    "    # --- Individual literature curves ---\n",
    "    for i, (label, x, y) in enumerate(groups):\n",
    "        ax.plot(\n",
    "            x,\n",
    "            y,\n",
    "            marker=\"o\",\n",
    "            markersize=4,\n",
    "            linewidth=1.4,\n",
    "            color=colors[i % len(colors)],\n",
    "            label=label,\n",
    "            zorder=3,\n",
    "        )\n",
    "\n",
    "    # --- Rohsenow reference line ---\n",
    "    dT_max = max(df[\"wall_superheat_K\"].max(), 20.0)\n",
    "    dT = np.linspace(1e-3, dT_max, 400)\n",
    "    ax.plot(\n",
    "        100.0 + dT,\n",
    "        rohsenow_heat_flux(dT) / 1.0e4,\n",
    "        \"k--\",\n",
    "        linewidth=2.0,\n",
    "        label=\"Rohsenow correlation\",\n",
    "        zorder=4,\n",
    "    )\n",
    "\n",
    "    # --- Axes formatting, labels, limits ---\n",
    "    ax.set_xlabel(r\"Wall temperature, $T_w$ (°C)\", fontsize=12)\n",
    "    ax.set_ylabel(r\"Heat flux, $q''$ (W/cm$^2$)\", fontsize=12)\n",
    "\n",
    "    ax.set_xlim(100.0, 100.0 + dT_max)\n",
    "    ax.set_ylim(0.0, 1.15 * df[\"q_W_cm2\"].max())\n",
    "    ax.grid(True, color=\"0.85\", linewidth=0.6)\n",
    "    ax.set_axisbelow(True)\n",
    "\n",
    "    # --- Legend positioning outside plot ---\n",
    "    handles, labels = ax.get_legend_handles_labels()\n",
    "    order = [\n",
    "        i for i, l in enumerate(labels) if l != \"Rohsenow correlation\"\n",
    "    ] + [i for i, l in enumerate(labels) if l == \"Rohsenow correlation\"]\n",
    "\n",
    "    ax.legend(\n",
    "        [handles[i] for i in order],\n",
    "        [labels[i] for i in order],\n",
    "        loc=\"center left\",\n",
    "        bbox_to_anchor=(1.01, 0.5),\n",
    "        frameon=True,\n",
    "        borderaxespad=0.0,\n",
    "        fontsize=12,\n",
    "    )\n",
    "\n",
    "    fig.tight_layout()\n",
    "    # Save output image at 200 DPI\n",
    "    fig.savefig(out_png, dpi=200, bbox_inches=\"tight\")\n",
    "    print(f\"Saved {out_png}  ({len(groups)} curves, {len(df)} points)\")\n",
    "\n",
    "    # Display figure inline in Jupyter Notebook\n",
    "    plt.show()\n",
    "\n",
    "    return fig\n",
    "\n",
    "\n",
    "if __name__ == \"__main__\":\n",
    "    in_jupyter = \"ipykernel\" in sys.modules\n",
    "    here = (\n",
    "        Path(__file__).resolve().parent if \"__file__\" in globals() else Path.cwd()\n",
    "    )\n",
    "\n",
    "    # Safely handle Jupyter kernel CLI args vs shell CLI args\n",
    "    if not in_jupyter and len(sys.argv) > 1:\n",
    "        csv_in = Path(sys.argv[1])\n",
    "        png_out = (\n",
    "            Path(sys.argv[2])\n",
    "            if len(sys.argv) > 2\n",
    "            else csv_in.with_name(\"boiling_curve_literature_summary.png\")\n",
    "        )\n",
    "    else:\n",
    "        csv_in = here / \"boiling_curve_literature_summary.csv\"\n",
    "        png_out = csv_in.with_name(\"boiling_curve_literature_summary.png\")\n",
    "\n",
    "    # Fallback search for alternative CSV filenames\n",
    "    if not csv_in.exists():\n",
    "        for alt in (\n",
    "            \"boiling_curve_literature_data_claude_desktop.csv\",\n",
    "            \"literature_points_dr_hu.csv\",\n",
    "            \"boiling_curve_literature_data.csv\",\n",
    "        ):\n",
    "            if (here / alt).exists():\n",
    "                csv_in = here / alt\n",
    "                png_out = csv_in.with_name(\n",
    "                    \"boiling_curve_literature_summary.png\"\n",
    "                )\n",
    "                print(f\"[info] using {csv_in.name}\")\n",
    "                break\n",
    "        else:\n",
    "            raise SystemExit(f\"CSV not found: {csv_in}\")\n",
    "\n",
    "    # Ensure correct extension\n",
    "    if png_out.suffix.lower() not in [\".png\", \".jpg\", \".pdf\", \".svg\"]:\n",
    "        png_out = png_out.with_suffix(\".png\")\n",
    "\n",
    "    make_figure(load_data(csv_in), png_out)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "260d9633-3345-4327-a5e1-bbee58c97835",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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