embedding-analysis-gradio.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "c92cf57d-ba34-4895-b5de-24154dc15a3e",
   "metadata": {},
   "source": [
    "# Setup"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "e385753f-1b14-48a9-8d92-1d6eef64c45b",
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "import base64\n",
    "import plotly.io as pio\n",
    "import plotly\n",
    "from IPython.display import display, HTML\n",
    "\n",
    "def json_to_encoded(data):\n",
    "    return base64.b64encode(json.dumps(data).encode()).decode()\n",
    "    \n",
    "def plot_to_json(fig):\n",
    "    return pio.to_json(fig)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "83e8f9e8-6203-4021-9a22-0b85467c38ce",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "b58e9e2b03cb42de8e719b13e1f79336",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "VBox(children=(HTML(value='<center> <img\\nsrc=https://huggingface.co/front/assets/huggingface_logo-noborder.sv…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from huggingface_hub import login, whoami\n",
    "\n",
    "login()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "533c483d-6cb5-4618-82c5-4d3f718068e6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['total_requests', 'test_duration_sec', 'successful_requests',\n",
       "       'avg_latency_ms', 'p95_latency_ms', 'throughput_req_per_sec',\n",
       "       'avg_embedding_size', 'hw_type', 'batch_size', 'image', 'engine',\n",
       "       'vendor', 'vus', 'seconds_per_billion', 'cost_per_sec', '1B_cost'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "DATASET_PATH = 'derek-thomas/embedding-ie-optimization'\n",
    "df = pd.read_parquet(f\"hf://datasets/{DATASET_PATH}/data/train-00000-of-00001.parquet\")\n",
    "\n",
    "df.columns"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d78f29d0-a3db-432d-abe3-5a1d0c1628fd",
   "metadata": {},
   "source": [
    "# Best Runs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "6a507223-5838-45bd-be4c-908b2896b792",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>1B_cost</th>\n",
       "      <th>hw_type</th>\n",
       "      <th>batch_size</th>\n",
       "      <th>vus</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>409.436780</td>\n",
       "      <td>nvidia-l4</td>\n",
       "      <td>32</td>\n",
       "      <td>256</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>412.699969</td>\n",
       "      <td>nvidia-l4</td>\n",
       "      <td>32</td>\n",
       "      <td>512</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>416.307301</td>\n",
       "      <td>nvidia-l4</td>\n",
       "      <td>32</td>\n",
       "      <td>384</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>417.812902</td>\n",
       "      <td>nvidia-l4</td>\n",
       "      <td>32</td>\n",
       "      <td>319</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>418.356886</td>\n",
       "      <td>nvidia-l4</td>\n",
       "      <td>32</td>\n",
       "      <td>257</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       1B_cost    hw_type  batch_size  vus\n",
       "64  409.436780  nvidia-l4          32  256\n",
       "63  412.699969  nvidia-l4          32  512\n",
       "62  416.307301  nvidia-l4          32  384\n",
       "61  417.812902  nvidia-l4          32  319\n",
       "56  418.356886  nvidia-l4          32  257"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df[['1B_cost', 'hw_type', 'batch_size', 'vus', ]].sort_values(by='1B_cost').head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "75f07858-fbee-4a34-98c3-fa737a000eb2",
   "metadata": {},
   "source": [
    "# Sanity Checks"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fa904bed-c47e-419d-9333-efac6ecb95cf",
   "metadata": {},
   "source": [
    "## Did we have any failed requests?\n",
    "We should expect to see `0` here if all our requests were successful."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "9f2d2feb-f2d4-4708-9d49-23d2628baa3d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sum(df.total_requests - df.successful_requests)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "567786fb-04b0-46ac-bd0a-d43ab7c86df4",
   "metadata": {},
   "source": [
    "## Are we getting the expected embedding size?\n",
    "We should see only 1 value here."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "8d5b944f-74cb-4ca9-a55a-47d56056ce56",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Min\t768\n",
      "Max\t768\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df.avg_embedding_size.hist(bins=10)\n",
    "print(f\"Min\\t{df.avg_embedding_size.min()}\")\n",
    "print(f\"Max\\t{df.avg_embedding_size.max()}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a3c544c6-c339-4b41-9229-28ec2f7532db",
   "metadata": {},
   "source": [
    "## Did we try enough VUs?\n",
    "How do we know that we tried enough VUs? What if we tried a higher amount of VUs and throughput kept increasing? If thats the case then we would see a monotonicly increasing relationship between VUs and Throughput and we would need to run more tests. Lets check this out!\n",
    "\n",
    "We can check by:\n",
    "1. **Grouping data** by `hw_type` and `batch_size` to match how we generated the experiments\n",
    "1. **Sorting the data** by `vus` within each group to ensure we get the data in the correct order for our check\n",
    "1. **Check for monotonic increase** in `throughput_req_per_sec` flag the groups that always increase throughput as VUs increase\n",
    "\n",
    "\n",
    "Note: do a sanity check with the following code to make sure that this does indeed detect if it does in-fact detect the series you expect.\n",
    "```python\n",
    "df_filtered = df[df['vus'] <= 256]`\n",
    "grouped = df_filtered.groupby(['hw_type', 'batch_size'])\n",
    "```\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "7f8f16ab-0baf-4522-9b62-e79a315611b5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<html>\n",
       "\t<head>\n",
       "\t\t<script type=\"module\" crossorigin src=\"https://cdn.jsdelivr.net/npm/@gradio/lite/dist/lite.js\"></script>\n",
       "\t\t<link rel=\"stylesheet\" href=\"https://cdn.jsdelivr.net/npm/@gradio/lite/dist/lite.css\" />\n",
       "\t</head>\n",
       "\t<body>\n",
       "\t\t<gradio-lite>\n",
       "import gradio as gr\n",
       "import pandas as pd\n",
       "import plotly.express as px\n",
       "import json\n",
       "import base64\n",
       "\n",
       "# Define base64 encoded string at the beginning\n",
       "encoded_df = 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       "encoded_md = \"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\"\n",
       "\n",
       "decoded_df = json.loads(base64.b64decode(encoded_df).decode())\n",
       "decoded_md = json.loads(base64.b64decode(encoded_md).decode())\n",
       "df = pd.read_json(decoded_df)\n",
       "\n",
       "def filter_dataframe(vus_filter):\n",
       "    return df[df['vus'] <= vus_filter]\n",
       "\n",
       "def get_monotonic_dataframe(vus_filter):\n",
       "    df_filtered = filter_dataframe(vus_filter)\n",
       "    grouped = df_filtered.groupby(['hw_type', 'batch_size'])\n",
       "    \n",
       "    monotonic_series = {}\n",
       "    for (hw_type, batch_size), group in grouped:\n",
       "        group_sorted = group.sort_values('vus').reset_index(drop=True)\n",
       "        if group_sorted['throughput_req_per_sec'].is_monotonic_increasing:\n",
       "            monotonic_series[(hw_type, batch_size)] = group_sorted[['vus', 'throughput_req_per_sec']]\n",
       "    \n",
       "    if not monotonic_series:\n",
       "        return pd.DataFrame(columns=['hw_type', 'batch_size'])\n",
       "    \n",
       "    results_df = pd.DataFrame([(hw_type, batch_size) for (hw_type, batch_size) in monotonic_series.keys()],\n",
       "                              columns=['hw_type', 'batch_size'])\n",
       "    return results_df\n",
       "\n",
       "with gr.Blocks() as demo:\n",
       "    gr.Markdown(decoded_md)\n",
       "    vus_slider = gr.Slider(minimum=0, maximum=df['vus'].max(), value=1024, label=\"VUs Filter\")\n",
       "    \n",
       "    \n",
       "    @gr.render(inputs=vus_slider)\n",
       "    def plot_monotonic_series(vus_filter):\n",
       "        results_output = gr.Dataframe(value=get_monotonic_dataframe(vus_filter))\n",
       "        df_filtered = filter_dataframe(vus_filter)\n",
       "        grouped = df_filtered.groupby(['hw_type', 'batch_size'])\n",
       "        \n",
       "        monotonic_series = {}\n",
       "        for (hw_type, batch_size), group in grouped:\n",
       "            group_sorted = group.sort_values('vus').reset_index(drop=True)\n",
       "            if group_sorted['throughput_req_per_sec'].is_monotonic_increasing:\n",
       "                monotonic_series[(hw_type, batch_size)] = group_sorted[['vus', 'throughput_req_per_sec']]\n",
       "        \n",
       "        if not monotonic_series:\n",
       "            gr.Markdown(\"### No monotonically increasing series found.\")\n",
       "        else:\n",
       "            gr.Markdown(\"### Plots of Monotonic Series\")\n",
       "            for (hw_type, batch_size), data in monotonic_series.items():\n",
       "                fig = px.line(data, x='vus', y='throughput_req_per_sec', markers=True,\n",
       "                              title=f'Throughput Trend for HW: {hw_type}, Batch: {batch_size}')\n",
       "                gr.Plot(fig)\n",
       "\n",
       "demo.launch()\n",
       "\n",
       "<gradio-requirements>\n",
       "plotly==5.22.0\n",
       "</gradio-requirements>\n",
       "        </gradio-lite>\n",
       "\t</body>\n",
       "</html>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "md = \"\"\"## Did we try enough VUs?\n",
    "How do we know that we tried enough VUs? What if we tried a higher amount of VUs and throughput kept increasing? If thats the case then we would see a monotonicly increasing relationship between VUs and Throughput and we would need to run more tests. Lets check this out!\n",
    "\n",
    "We can check by:\n",
    "1. **Grouping data** by `hw_type` and `batch_size` to match how we generated the experiments\n",
    "1. **Sorting the data** by `vus` within each group to ensure we get the data in the correct order for our check\n",
    "1. **Check for monotonic increase** in `throughput_req_per_sec` flag the groups that always increase throughput as VUs increase\n",
    "\n",
    "But how do we **know**? We can use the slider to check what would have happened if we had not tried past a certain amount. Lets say that if we tried 256 instead of our actual 1024 we would have left some potential on the table, we can simulate this by filtering our runs. \n",
    "\n",
    "### Verification\n",
    "1. Put the slider at `256` and see that there are a number of scenarios where we should have checked for a higher VU count\n",
    "1. Put the slider at `1024 and verify that there are no scenarios shown\n",
    "\"\"\"\n",
    "encoded_df = json_to_encoded(df.to_json())\n",
    "encoded_md = json_to_encoded(md)\n",
    "\n",
    "code = f'''\n",
    "<html>\n",
    "\t<head>\n",
    "\t\t<script type=\"module\" crossorigin src=\"https://cdn.jsdelivr.net/npm/@gradio/lite/dist/lite.js\"></script>\n",
    "\t\t<link rel=\"stylesheet\" href=\"https://cdn.jsdelivr.net/npm/@gradio/lite/dist/lite.css\" />\n",
    "\t</head>\n",
    "\t<body>\n",
    "\t\t<gradio-lite>\n",
    "import gradio as gr\n",
    "import pandas as pd\n",
    "import plotly.express as px\n",
    "import json\n",
    "import base64\n",
    "\n",
    "# Define base64 encoded string at the beginning\n",
    "encoded_df = \"{encoded_df}\"\n",
    "encoded_md = \"{encoded_md}\"\n",
    "\n",
    "decoded_df = json.loads(base64.b64decode(encoded_df).decode())\n",
    "decoded_md = json.loads(base64.b64decode(encoded_md).decode())\n",
    "df = pd.read_json(decoded_df)\n",
    "\n",
    "def filter_dataframe(vus_filter):\n",
    "    return df[df['vus'] <= vus_filter]\n",
    "\n",
    "def get_monotonic_dataframe(vus_filter):\n",
    "    df_filtered = filter_dataframe(vus_filter)\n",
    "    grouped = df_filtered.groupby(['hw_type', 'batch_size'])\n",
    "    \n",
    "    monotonic_series = {{}}\n",
    "    for (hw_type, batch_size), group in grouped:\n",
    "        group_sorted = group.sort_values('vus').reset_index(drop=True)\n",
    "        if group_sorted['throughput_req_per_sec'].is_monotonic_increasing:\n",
    "            monotonic_series[(hw_type, batch_size)] = group_sorted[['vus', 'throughput_req_per_sec']]\n",
    "    \n",
    "    if not monotonic_series:\n",
    "        return pd.DataFrame(columns=['hw_type', 'batch_size'])\n",
    "    \n",
    "    results_df = pd.DataFrame([(hw_type, batch_size) for (hw_type, batch_size) in monotonic_series.keys()],\n",
    "                              columns=['hw_type', 'batch_size'])\n",
    "    return results_df\n",
    "\n",
    "with gr.Blocks() as demo:\n",
    "    gr.Markdown(decoded_md)\n",
    "    vus_slider = gr.Slider(minimum=0, maximum=df['vus'].max(), value=1024, label=\"VUs Filter\")\n",
    "    \n",
    "    \n",
    "    @gr.render(inputs=vus_slider)\n",
    "    def plot_monotonic_series(vus_filter):\n",
    "        results_output = gr.Dataframe(value=get_monotonic_dataframe(vus_filter))\n",
    "        df_filtered = filter_dataframe(vus_filter)\n",
    "        grouped = df_filtered.groupby(['hw_type', 'batch_size'])\n",
    "        \n",
    "        monotonic_series = {{}}\n",
    "        for (hw_type, batch_size), group in grouped:\n",
    "            group_sorted = group.sort_values('vus').reset_index(drop=True)\n",
    "            if group_sorted['throughput_req_per_sec'].is_monotonic_increasing:\n",
    "                monotonic_series[(hw_type, batch_size)] = group_sorted[['vus', 'throughput_req_per_sec']]\n",
    "        \n",
    "        if not monotonic_series:\n",
    "            gr.Markdown(\"### No monotonically increasing series found.\")\n",
    "        else:\n",
    "            gr.Markdown(\"### Plots of Monotonic Series\")\n",
    "            for (hw_type, batch_size), data in monotonic_series.items():\n",
    "                fig = px.line(data, x='vus', y='throughput_req_per_sec', markers=True,\n",
    "                              title=f'Throughput Trend for HW: {{hw_type}}, Batch: {{batch_size}}')\n",
    "                gr.Plot(fig)\n",
    "\n",
    "demo.launch()\n",
    "\n",
    "<gradio-requirements>\n",
    "plotly=={plotly.__version__}\n",
    "</gradio-requirements>\n",
    "        </gradio-lite>\n",
    "\t</body>\n",
    "</html>'''\n",
    "\n",
    "# Display the interactive app inside Jupyter Notebook\n",
    "display(HTML(code))\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4609506e-2d0b-4308-80db-c54d86788ad7",
   "metadata": {},
   "source": [
    "# Analysis"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3ef6fdd3-a0eb-4b94-afc7-92cb8d7e20f8",
   "metadata": {},
   "source": [
    "## 1B Cost vs. Latency Scatter Plot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "c00c0d45-bf21-4f0b-873b-aad181ab0fa0",
   "metadata": {},
   "outputs": [],
   "source": [
    "import plotly.express as px\n",
    "import plotly.graph_objects as go\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "\n",
    "# Get the 100 lowest-cost points\n",
    "bottom_100 = df.nsmallest(100, \"1B_cost\").copy()\n",
    "bottom_100[\"1B_cost\"] = bottom_100[\"1B_cost\"].round(2)\n",
    "bottom_100[\"throughput_req_per_sec\"] = bottom_100[\"throughput_req_per_sec\"].round(2)\n",
    "bottom_100[\"avg_latency_ms\"] = bottom_100[\"avg_latency_ms\"].round(3)\n",
    "\n",
    "# Find the global minimum cost point *only within* the bottom 100 points\n",
    "global_min = bottom_100.nsmallest(1, \"1B_cost\")\n",
    "\n",
    "# Function to find Pareto-efficient points (minimizing cost and latency)\n",
    "def pareto_efficient(df, x_col, y_col):\n",
    "    sorted_df = df.sort_values(by=[x_col, y_col])  # Sort by latency, then cost\n",
    "    pareto_points = []\n",
    "    min_cost = np.inf  # Start with a very high cost\n",
    "    \n",
    "    for _, row in sorted_df.iterrows():\n",
    "        if row[y_col] < min_cost:  # If this cost is the lowest seen so far\n",
    "            pareto_points.append(row)\n",
    "            min_cost = row[y_col]\n",
    "    \n",
    "    return pd.DataFrame(pareto_points)\n",
    "\n",
    "# Compute Pareto front\n",
    "pareto_front = pareto_efficient(bottom_100, \"avg_latency_ms\", \"1B_cost\")\n",
    "\n",
    "# Base scatter plot (showing 100 lowest-cost points)\n",
    "fig = px.scatter(\n",
    "    bottom_100, \n",
    "    x=\"avg_latency_ms\", \n",
    "    y=\"1B_cost\", \n",
    "    symbol=\"hw_type\", \n",
    "    color=\"batch_size\",  \n",
    "    color_continuous_scale=\"viridis\",  \n",
    "    opacity=0.7, \n",
    "    title=\"1B Requests Cost/day vs. Latency<br><sup>Pareto-efficient points and global min highlighted</sup>\",\n",
    "    labels={\n",
    "        \"avg_latency_ms\": \"Average Latency (ms)\",\n",
    "        \"1B_cost\": \"Daily Cost ($)\",\n",
    "        \"hw_type\": \"Hardware Type\",\n",
    "        \"batch_size\": \"Batch Size\",\n",
    "    },\n",
    "    hover_data=[\"vus\", \"batch_size\", \"throughput_req_per_sec\"]\n",
    ")\n",
    "\n",
    "# Add global minimum cost point (red star)\n",
    "fig.add_trace(\n",
    "    go.Scatter(\n",
    "        x=global_min[\"avg_latency_ms\"],\n",
    "        y=global_min[\"1B_cost\"],\n",
    "        mode=\"markers\",\n",
    "        marker=dict(size=12, color=\"red\", symbol=\"star\", line=dict(width=2, color=\"black\")),\n",
    "        name=\"Global Min Cost\",\n",
    "        hovertemplate=\"Latency: %{x} ms<br>Cost: $%{y}<br>Batch Size: %{text}<br>VUs: %{customdata[0]}<br>Throughput: %{customdata[1]} req/sec\",\n",
    "        text=global_min[\"batch_size\"],\n",
    "        customdata=global_min[[\"vus\", \"throughput_req_per_sec\"]].values,\n",
    "        showlegend=False\n",
    "    )\n",
    ")\n",
    "\n",
    "# Add Pareto curve with detailed hover info\n",
    "fig.add_trace(\n",
    "    go.Scatter(\n",
    "        x=pareto_front[\"avg_latency_ms\"],\n",
    "        y=pareto_front[\"1B_cost\"],\n",
    "        mode=\"lines+markers\",\n",
    "        line=dict(color=\"red\", width=2, dash=\"dash\"),\n",
    "        marker=dict(size=6, color=\"red\"),\n",
    "        name=\"Pareto Front\",\n",
    "        hovertemplate=\"Latency: %{x} ms<br>Cost: $%{y}<br>Batch Size: %{text}<br>VUs: %{customdata[0]}<br>Throughput: %{customdata[1]} req/sec\",\n",
    "        text=pareto_front[\"batch_size\"],\n",
    "        customdata=pareto_front[[\"vus\", \"throughput_req_per_sec\"]].values,\n",
    "        showlegend=False\n",
    "    )\n",
    ")\n",
    "\n",
    "# Adjust layout (Center title)\n",
    "fig.update_layout(\n",
    "    title_x=0.5,  # Centers title\n",
    "    legend=dict(\n",
    "        x=1,  \n",
    "        y=1.2,  \n",
    "        title=\"Hardware Type\"\n",
    "    )\n",
    ");\n",
    "\n",
    "# fig.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "fb57b042-ac65-4f98-a05f-505e16df4ef0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<html>\n",
       "\t<head>\n",
       "\t\t<script type=\"module\" crossorigin src=\"https://cdn.jsdelivr.net/npm/@gradio/lite/dist/lite.js\"></script>\n",
       "\t\t<link rel=\"stylesheet\" href=\"https://cdn.jsdelivr.net/npm/@gradio/lite/dist/lite.css\" />\n",
       "\t</head>\n",
       "\t<body>\n",
       "\t\t<gradio-lite>\n",
       "import json\n",
       "import gradio as gr\n",
       "import base64\n",
       "import plotly.io as pio\n",
       "import plotly.graph_objects as go\n",
       "import pandas as pd\n",
       "\n",
       "# Decode the embedded data\n",
       "encoded_fig = 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Latency (ms)\"}},\"yaxis\":{\"anchor\":\"x\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"Daily Cost ($)\"}},\"coloraxis\":{\"colorbar\":{\"title\":{\"text\":\"Batch Size\"}},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]]},\"legend\":{\"title\":{\"text\":\"Hardware Type\"},\"tracegroupgap\":0,\"x\":1,\"y\":1.2},\"title\":{\"text\":\"1B Requests Cost\\u002fday vs. Latency\\u003cbr\\u003e\\u003csup\\u003ePareto-efficient points and global min highlighted\\u003c\\u002fsup\\u003e\",\"x\":0.5}}}"\"\n",
       "encoded_md = \"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\"\n",
       "\n",
       "decoded_fig = json.loads(base64.b64decode(encoded_fig).decode())\n",
       "decoded_md = json.loads(base64.b64decode(encoded_md).decode())\n",
       "fig = pio.from_json(decoded_fig)  # Recreate Plotly figure\n",
       "\n",
       "with gr.Blocks() as demo:\n",
       "    gr.Markdown(decoded_md)\n",
       "    gr.Plot(fig)\n",
       "\n",
       "\n",
       "demo.launch()\n",
       "\n",
       "<gradio-requirements>\n",
       "plotly==5.22.0\n",
       "</gradio-requirements>\n",
       "        </gradio-lite>\n",
       "\t</body>\n",
       "</html>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "md = \"\"\"## 1B Requests Cost vs. Latency\n",
    "\n",
    "This scatter plot visualizes the relationship between **average latency (ms)** and **cost per billion requests per day** for different **hardware types (hw_type)** and **image processing configurations (image)**.\n",
    "\n",
    "### How to Read the Chart:\n",
    "- **Point Symbols**: Represent different **hardware + image** configurations.\n",
    "- **Color Gradient**: Represents batch size, helping to see cost trends across different batch sizes.\n",
    "- **Hover Data**: Displays additional details like **VUs, batch size, and throughput per second**.\n",
    "\n",
    "### Key Features:\n",
    "- **Global Minimum Cost (Red Star)**: Marks the configuration with the lowest cost.\n",
    "- **Pareto Front (Red Dashed Line + Points)**: Highlights the most efficient configurations, minimizing both cost and latency. These configurations offer the best trade-offs.\n",
    "\n",
    "### How to Use:\n",
    "- Find the **lowest-cost, low-latency configurations** by looking at points near the bottom-left.\n",
    "- Use the **Pareto front** to identify cost-effective configurations.\n",
    "- Compare different **hardware and image processing strategies** to optimize your setup.\n",
    "\n",
    "This visualization helps in selecting the best configuration balancing **performance (low latency)** and **cost efficiency**.\n",
    "\n",
    "\"\"\"\n",
    "json_fig = plot_to_json(fig)\n",
    "encoded_fig = json_to_encoded(json_fig)\n",
    "encoded_md = json_to_encoded(md)\n",
    "\n",
    "# Define HTML content\n",
    "code = f'''\n",
    "<html>\n",
    "\t<head>\n",
    "\t\t<script type=\"module\" crossorigin src=\"https://cdn.jsdelivr.net/npm/@gradio/lite/dist/lite.js\"></script>\n",
    "\t\t<link rel=\"stylesheet\" href=\"https://cdn.jsdelivr.net/npm/@gradio/lite/dist/lite.css\" />\n",
    "\t</head>\n",
    "\t<body>\n",
    "\t\t<gradio-lite>\n",
    "import json\n",
    "import gradio as gr\n",
    "import base64\n",
    "import plotly.io as pio\n",
    "import plotly.graph_objects as go\n",
    "import pandas as pd\n",
    "\n",
    "# Decode the embedded data\n",
    "encoded_fig = \"{encoded_fig}\"\n",
    "encoded_md = \"{encoded_md}\"\n",
    "\n",
    "decoded_fig = json.loads(base64.b64decode(encoded_fig).decode())\n",
    "decoded_md = json.loads(base64.b64decode(encoded_md).decode())\n",
    "fig = pio.from_json(decoded_fig)  # Recreate Plotly figure\n",
    "\n",
    "with gr.Blocks() as demo:\n",
    "    gr.Markdown(decoded_md)\n",
    "    gr.Plot(fig)\n",
    "\n",
    "\n",
    "demo.launch()\n",
    "\n",
    "<gradio-requirements>\n",
    "plotly=={plotly.__version__}\n",
    "</gradio-requirements>\n",
    "        </gradio-lite>\n",
    "\t</body>\n",
    "</html>'''\n",
    "\n",
    "# Display the interactive app inside Jupyter Notebook\n",
    "display(HTML(code))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6087fcfa-5260-47e4-a9aa-68bc90eea50a",
   "metadata": {},
   "source": [
    "## Cost vs VUs and Batch Size Contour Plots"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "6c77f608-599a-4e7d-8555-c9406188a685",
   "metadata": {},
   "outputs": [],
   "source": [
    "import plotly.graph_objects as go\n",
    "import scipy.interpolate\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import base64\n",
    "import json\n",
    "\n",
    "# Define percentile bins for cost\n",
    "percentiles = np.linspace(0, 100, 40)  # Define bins using percentiles\n",
    "cost_bins = np.percentile(df[\"1B_cost\"], percentiles)  # Compute cost bins\n",
    "\n",
    "# Create grid for interpolation (Now X = VUs, Y = batch_size)\n",
    "grid_x_real, grid_y_real = np.meshgrid(\n",
    "    np.linspace(df[\"vus\"].min(), df[\"vus\"].max(), 100),  # X-axis is now VUs\n",
    "    np.linspace(df[\"batch_size\"].min(), df[\"batch_size\"].max(), 100)  # Y-axis is now batch_size\n",
    ")\n",
    "\n",
    "# Interpolate cost data (Now X = VUs, Y = batch_size)\n",
    "grid_z_real = scipy.interpolate.griddata(\n",
    "    (df[\"vus\"], df[\"batch_size\"]),  # Order remains the same\n",
    "    df[\"1B_cost\"],\n",
    "    (grid_x_real, grid_y_real),  # Adjusted grid order\n",
    "    method='linear'  # Linear interpolation for smoother transitions\n",
    ")\n",
    "\n",
    "# Identify the 5 lowest cost points\n",
    "lowest_cost_points = df.nsmallest(1, \"1B_cost\")\n",
    "\n",
    "# Identify the minimum cost point for each batch size\n",
    "min_per_batch = df.loc[df.groupby(\"batch_size\")[\"1B_cost\"].idxmin()]\n",
    "\n",
    "# Create Plotly figure\n",
    "fig = go.Figure()\n",
    "\n",
    "# Contour plot with percentile-based cost bins\n",
    "fig.add_trace(\n",
    "    go.Contour(\n",
    "        z=grid_z_real,\n",
    "        x=np.linspace(df[\"vus\"].min(), df[\"vus\"].max(), 100),  # X-axis is now VUs\n",
    "        y=np.linspace(df[\"batch_size\"].min(), df[\"batch_size\"].max(), 100),  # Y-axis is now batch_size\n",
    "        colorscale=\"viridis_r\",\n",
    "        contours=dict(\n",
    "            start=cost_bins[0],\n",
    "            end=cost_bins[-1],\n",
    "            size=np.diff(cost_bins).mean(),  # Uses percentile bins\n",
    "            showlabels=True\n",
    "        ),\n",
    "        colorbar=dict(title=\"Cost (1B Requests)\"),\n",
    "        hovertemplate=\"VUs: %{x}<br>Batch Size: %{y}<br>Cost: %{z}\",\n",
    "        opacity=0.8  # Reduce opacity to make scatter points stand out\n",
    "    )\n",
    ")\n",
    "\n",
    "# Scatter plot of actual data points\n",
    "fig.add_trace(\n",
    "    go.Scatter(\n",
    "        x=df[\"vus\"],  # X-axis is now VUs\n",
    "        y=df[\"batch_size\"],  # Y-axis is now batch_size\n",
    "        mode=\"markers\",\n",
    "        marker=dict(size=3, color=\"white\", line=dict(width=0.5, color=\"black\")),  \n",
    "        name=\"Real Data Points\",\n",
    "        hovertemplate=\"VUs: %{x}<br>Batch Size: %{y}<br>Cost: %{text}\",\n",
    "        text=df[\"1B_cost\"].round(2),\n",
    "        showlegend=False\n",
    "    )\n",
    ")\n",
    "\n",
    "# Scatter plot for lowest global cost points (Red Stars)\n",
    "fig.add_trace(\n",
    "    go.Scatter(\n",
    "        x=lowest_cost_points[\"vus\"],\n",
    "        y=lowest_cost_points[\"batch_size\"],\n",
    "        mode=\"markers+text\",\n",
    "        marker=dict(size=10, color=\"red\", symbol=\"star\", line=dict(width=1.5, color=\"black\")),\n",
    "        name=\"Lowest 5 Cost Points\",\n",
    "        hovertemplate=\"VUs: %{x}<br>Batch Size: %{y}<br>Cost: %{text}\",\n",
    "        text=lowest_cost_points[\"1B_cost\"].round(2),\n",
    "        textposition=\"top center\",\n",
    "        showlegend=False\n",
    "    )\n",
    ")\n",
    "\n",
    "# Scatter plot for minimum cost per batch size (Small Red Dots)\n",
    "fig.add_trace(\n",
    "    go.Scatter(\n",
    "        x=min_per_batch[\"vus\"],\n",
    "        y=min_per_batch[\"batch_size\"],\n",
    "        mode=\"markers\",\n",
    "        marker=dict(size=4, color=\"red\", line=dict(width=0.5, color=\"black\")),\n",
    "        name=\"Min Cost per Batch Size\",\n",
    "        hovertemplate=\"VUs: %{x}<br>Batch Size: %{y}<br>Cost: %{text}\",\n",
    "        text=min_per_batch[\"1B_cost\"].round(2),\n",
    "        showlegend=False\n",
    "    )\n",
    ")\n",
    "\n",
    "fig.update_layout(\n",
    "    title=f\"Cost vs VUs and Batch Size\",\n",
    "    xaxis_title=\"VUs\",\n",
    "    yaxis_title=\"Batch Size\",\n",
    "    xaxis_type=\"log\",\n",
    "    yaxis_type=\"log\"\n",
    ")\n",
    "\n",
    "fig.update_layout(\n",
    "title={\n",
    "    \"text\": f\"Contour Plot of Cost vs VUs and Batch Size<br><sup>The lowest cost size per batch are highlighted in red</sup>\",\n",
    "    \"x\": 0.5,  # Center align\n",
    "    \"y\": 0.8,  # Adjust vertical position\n",
    "}\n",
    ");\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "249d6571-0cae-4fc9-86af-af675b829e9d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<html>\n",
       "\t<head>\n",
       "\t\t<script type=\"module\" crossorigin src=\"https://cdn.jsdelivr.net/npm/@gradio/lite/dist/lite.js\"></script>\n",
       "\t\t<link rel=\"stylesheet\" href=\"https://cdn.jsdelivr.net/npm/@gradio/lite/dist/lite.css\" />\n",
       "\t</head>\n",
       "\t<body>\n",
       "\t\t<gradio-lite>\n",
       "import json\n",
       "import gradio as gr\n",
       "import base64\n",
       "import plotly.io as pio\n",
       "import plotly.graph_objects as go\n",
       "import pandas as pd\n",
       "\n",
       "# Decode the embedded data\n",
       "encoded_fig = \""{\"data\":[{\"colorbar\":{\"title\":{\"text\":\"Cost (1B Requests)\"}},\"colorscale\":[[0.0,\"#fde725\"],[0.1111111111111111,\"#b5de2b\"],[0.2222222222222222,\"#6ece58\"],[0.3333333333333333,\"#35b779\"],[0.4444444444444444,\"#1f9e89\"],[0.5555555555555556,\"#26828e\"],[0.6666666666666666,\"#31688e\"],[0.7777777777777778,\"#3e4989\"],[0.8888888888888888,\"#482878\"],[1.0,\"#440154\"]],\"contours\":{\"end\":1111.1791003777778,\"showlabels\":true,\"size\":17.99339281994302,\"start\":409.4367804000001},\"hovertemplate\":\"VUs: %{x}\\u003cbr\\u003eBatch Size: %{y}\\u003cbr\\u003eCost: 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Size\"},\"type\":\"log\"},\"title\":{\"text\":\"Contour Plot of Cost vs VUs and Batch Size\\u003cbr\\u003e\\u003csup\\u003eThe lowest cost size per batch are highlighted in red\\u003c\\u002fsup\\u003e\",\"x\":0.5,\"y\":0.8}}}"\"\n",
       "encoded_md = \"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\"\n",
       "\n",
       "decoded_fig = json.loads(base64.b64decode(encoded_fig).decode())\n",
       "fig = pio.from_json(decoded_fig) # Recreate Plotly figure\n",
       "decoded_md = json.loads(base64.b64decode(encoded_md).decode())\n",
       "\n",
       "with gr.Blocks() as demo:\n",
       "    gr.Markdown(decoded_md)\n",
       "    gr.Plot(fig)\n",
       "\n",
       "\n",
       "demo.launch()\n",
       "\n",
       "<gradio-requirements>\n",
       "plotly==5.22.0\n",
       "</gradio-requirements>\n",
       "        </gradio-lite>\n",
       "\t</body>\n",
       "</html>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "md = \"\"\"## Cost vs VUs and Batch Size Contour Plots\n",
    "\n",
    "These contour plots visualize the cost per billion tokens per day (`1B_cost`) as a function of **VUs (Virtual Users)** and **Batch Size** for different hardware configurations (`hw_type`) and image types (`image`). \n",
    "There are real points, but in-between I \n",
    "\n",
    "### How to Read the Charts:\n",
    "- **Color Gradient**: Shows the cost levels, with darker colors representing higher costs and lighter colors representing lower costs.\n",
    "- **Contour Lines**: Represent cost levels, helping identify cost-effective regions.\n",
    "- **White Dots**: Represent real data points used to generate the interpolated surface.\n",
    "- **Red Stars**: Highlight the lowest cost point in the dataset.\n",
    "- **Small Red Dots**: Indicate the lowest cost for each batch size.\n",
    "- **Tight clusters**: (of contour lines) indicate costs changing rapidly with small adjustments to batch size or VUs.\n",
    "\n",
    "### How to Use:\n",
    "- Identify the **lowest cost configurations** (red stars and dots).\n",
    "- Observe how **cost changes** with batch size and VUs to optimize your setup.\n",
    "\n",
    "### Analysis\n",
    "Here is the best configuration:\n",
    "| GPU       | Batch Size | VUs | Min Cost |\n",
    "|-----------|------------|-----|----------|\n",
    "| nvidia-l4 | 256        | 32  | $409.44  |\n",
    "\n",
    "We can see a nice flat region after we get in the 100s of `vus` and a medium-sized `batch_size`. Im happy with how this looks!\n",
    "\"\"\"\n",
    "\n",
    "json_fig = plot_to_json(fig)\n",
    "encoded_fig = json_to_encoded(json_fig)\n",
    "encoded_md = json_to_encoded(md)\n",
    "\n",
    "# Define HTML content\n",
    "code = f'''\n",
    "<html>\n",
    "\t<head>\n",
    "\t\t<script type=\"module\" crossorigin src=\"https://cdn.jsdelivr.net/npm/@gradio/lite/dist/lite.js\"></script>\n",
    "\t\t<link rel=\"stylesheet\" href=\"https://cdn.jsdelivr.net/npm/@gradio/lite/dist/lite.css\" />\n",
    "\t</head>\n",
    "\t<body>\n",
    "\t\t<gradio-lite>\n",
    "import json\n",
    "import gradio as gr\n",
    "import base64\n",
    "import plotly.io as pio\n",
    "import plotly.graph_objects as go\n",
    "import pandas as pd\n",
    "\n",
    "# Decode the embedded data\n",
    "encoded_fig = \"{encoded_fig}\"\n",
    "encoded_md = \"{encoded_md}\"\n",
    "\n",
    "decoded_fig = json.loads(base64.b64decode(encoded_fig).decode())\n",
    "fig = pio.from_json(decoded_fig) # Recreate Plotly figure\n",
    "decoded_md = json.loads(base64.b64decode(encoded_md).decode())\n",
    "\n",
    "with gr.Blocks() as demo:\n",
    "    gr.Markdown(decoded_md)\n",
    "    gr.Plot(fig)\n",
    "\n",
    "\n",
    "demo.launch()\n",
    "\n",
    "<gradio-requirements>\n",
    "plotly=={plotly.__version__}\n",
    "</gradio-requirements>\n",
    "        </gradio-lite>\n",
    "\t</body>\n",
    "</html>'''\n",
    "\n",
    "# Display the interactive app inside Jupyter Notebook\n",
    "display(HTML(code))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f9f1e6ac-55a1-4a09-9095-6e3d516b6aad",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.8"
  }
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}