{
 "cells": [
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   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: zkstats==0.1.5 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (0.1.5)\n",
      "Requirement already satisfied: click<9.0.0,>=8.1.7 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from zkstats==0.1.5) (8.1.7)\n",
      "Requirement already satisfied: ezkl==9.1.0 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from zkstats==0.1.5) (9.1.0)\n",
      "Requirement already satisfied: matplotlib<4.0.0,>=3.8.2 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from zkstats==0.1.5) (3.8.3)\n",
      "Requirement already satisfied: numpy<2.0.0,>=1.26.2 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from zkstats==0.1.5) (1.26.4)\n",
      "Requirement already satisfied: onnx<2.0.0,>=1.15.0 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from zkstats==0.1.5) (1.15.0)\n",
      "Requirement already satisfied: requests<3.0.0,>=2.31.0 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from zkstats==0.1.5) (2.31.0)\n",
      "Requirement already satisfied: scipy<2.0.0,>=1.11.4 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from zkstats==0.1.5) (1.12.0)\n",
      "Requirement already satisfied: statistics<2.0.0,>=1.0.3 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from zkstats==0.1.5) (1.0.3.5)\n",
      "Requirement already satisfied: torch<3.0.0,>=2.1.1 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from zkstats==0.1.5) (2.2.2)\n",
      "Requirement already satisfied: contourpy>=1.0.1 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from matplotlib<4.0.0,>=3.8.2->zkstats==0.1.5) (1.2.0)\n",
      "Requirement already satisfied: cycler>=0.10 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from matplotlib<4.0.0,>=3.8.2->zkstats==0.1.5) (0.12.1)\n",
      "Requirement already satisfied: fonttools>=4.22.0 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from matplotlib<4.0.0,>=3.8.2->zkstats==0.1.5) (4.49.0)\n",
      "Requirement already satisfied: kiwisolver>=1.3.1 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from matplotlib<4.0.0,>=3.8.2->zkstats==0.1.5) (1.4.5)\n",
      "Requirement already satisfied: packaging>=20.0 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from matplotlib<4.0.0,>=3.8.2->zkstats==0.1.5) (23.2)\n",
      "Requirement already satisfied: pillow>=8 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from matplotlib<4.0.0,>=3.8.2->zkstats==0.1.5) (10.2.0)\n",
      "Requirement already satisfied: pyparsing>=2.3.1 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from matplotlib<4.0.0,>=3.8.2->zkstats==0.1.5) (3.1.1)\n",
      "Requirement already satisfied: python-dateutil>=2.7 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from matplotlib<4.0.0,>=3.8.2->zkstats==0.1.5) (2.9.0.post0)\n",
      "Requirement already satisfied: protobuf>=3.20.2 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from onnx<2.0.0,>=1.15.0->zkstats==0.1.5) (4.25.3)\n",
      "Requirement already satisfied: charset-normalizer<4,>=2 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from requests<3.0.0,>=2.31.0->zkstats==0.1.5) (3.3.2)\n",
      "Requirement already satisfied: idna<4,>=2.5 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from requests<3.0.0,>=2.31.0->zkstats==0.1.5) (3.6)\n",
      "Requirement already satisfied: urllib3<3,>=1.21.1 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from requests<3.0.0,>=2.31.0->zkstats==0.1.5) (2.2.1)\n",
      "Requirement already satisfied: certifi>=2017.4.17 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from requests<3.0.0,>=2.31.0->zkstats==0.1.5) (2024.2.2)\n",
      "Requirement already satisfied: docutils>=0.3 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from statistics<2.0.0,>=1.0.3->zkstats==0.1.5) (0.20.1)\n",
      "Requirement already satisfied: filelock in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from torch<3.0.0,>=2.1.1->zkstats==0.1.5) (3.13.1)\n",
      "Requirement already satisfied: typing-extensions>=4.8.0 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from torch<3.0.0,>=2.1.1->zkstats==0.1.5) (4.10.0)\n",
      "Requirement already satisfied: sympy in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from torch<3.0.0,>=2.1.1->zkstats==0.1.5) (1.12)\n",
      "Requirement already satisfied: networkx in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from torch<3.0.0,>=2.1.1->zkstats==0.1.5) (3.2.1)\n",
      "Requirement already satisfied: jinja2 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from torch<3.0.0,>=2.1.1->zkstats==0.1.5) (3.1.3)\n",
      "Requirement already satisfied: fsspec in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from torch<3.0.0,>=2.1.1->zkstats==0.1.5) (2024.2.0)\n",
      "Requirement already satisfied: six>=1.5 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from python-dateutil>=2.7->matplotlib<4.0.0,>=3.8.2->zkstats==0.1.5) (1.16.0)\n",
      "Requirement already satisfied: MarkupSafe>=2.0 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from jinja2->torch<3.0.0,>=2.1.1->zkstats==0.1.5) (2.1.5)\n",
      "Requirement already satisfied: mpmath>=0.19 in /Users/mhchia/Library/Caches/pypoetry/virtualenvs/zkstats-brXmXluj-py3.12/lib/python3.12/site-packages (from sympy->torch<3.0.0,>=2.1.1->zkstats==0.1.5) (1.3.0)\n",
      "\n",
      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.3.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.0\u001b[0m\n",
      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n",
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "%pip install zkstats==0.1.5"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "cwd = os.getcwd()\n",
    "\n",
    "# FIXME: fill this in with the path to your data\n",
    "data_path = f\"{cwd}/data.json\"\n",
    "# Paths to the output files\n",
    "output_dir = f\"{cwd}/out\"\n",
    "os.makedirs(output_dir, exist_ok=True)\n",
    "\n",
    "data_commitment_path = f\"{output_dir}/data_commitment.json\"\n",
    "# [0, 20) should be enough for most cases\n",
    "possible_scales = list(range(20))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "from zkstats.core import generate_data_commitment\n",
    "\n",
    "generate_data_commitment(data_path, possible_scales, data_commitment_path)"
   ]
  }
 ],
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   "file_extension": ".py",
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