{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "be85357a",
   "metadata": {},
   "source": [
    "# Tutorial on adding own data to the database"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7eba971b",
   "metadata": {},
   "source": [
    "### Import thermohubclient, thermofun, and get the conncetion to the remote database"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "b0e917a6",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "af0a9cd0",
   "metadata": {},
   "source": [
    "### Get mines19 database to thermofun database"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "003a41d5",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "401436bf",
   "metadata": {},
   "source": [
    "### Add a reaction as JSON string\n",
    "{\n",
    "  \"TPMethods\":[ ],\n",
    "  \"datasources\":\"\",\n",
    "  \"equation\":\"\",\n",
    "  \"symbol\":\"\"\n",
    "}"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fdaebc41",
   "metadata": {},
   "source": [
    "### print available methods"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "ceca4c0d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\"method\": {\"0\": \"logk_fpt_function\"}, \"logk_ft_coeffs\" : { \"values\": []}}\n",
      "{\"method\": {\"3\": \"logk_nordstrom_munoz88\"}, \"logk_ft_coeffs\" : { \"values\": []}}\n",
      "{\"method\": {\"4\": \"logk_1_term_extrap0\"}, \"logk_ft_coeffs\" : { \"values\": []}}\n",
      "{\"method\": {\"5\": \"logk_1_term_extrap1\"}, \"logk_ft_coeffs\" : { \"values\": []}}\n",
      "{\"method\": {\"6\": \"logk_2_term_extrap\"}, \"logk_ft_coeffs\" : { \"values\": []}}\n",
      "{\"method\": {\"7\": \"logk_3_term_extrap\"}, \"logk_ft_coeffs\" : { \"values\": []}}\n",
      "{\"method\": {\"8\": \"logk_lagrange_interp\"}}\n",
      "{\"method\": {\"9\": \"logk_marshall_frank78\"}, \"dr_marshall_franck_coeffs\" : { \"values\": []}}\n",
      "{\"method\": {\"10\": \"solute_eos_ryzhenko_gems\"}, \"dr_ryzhenko_coeffs\" : { \"values\": []}}\n",
      "{\"method\": {\"11\": \"dr_heat_capacity_ft\"}, \"dr_heat_capacity_ft_coeffs\" : { \"values\": []}}\n",
      "{\"method\": {\"12\": \"dr_volume_fpt\"}, \"dr_volume_fpt_coeffs\" : { \"values\": []}}\n",
      "{\"method\": {\"13\": \"dr_volume_constant\"}}\n",
      "{\"method\": {\"14\": \"logk_dolejs_manning10\"}, \"dr_dolejs_manning10_coeffs\" : { \"values\": []}}\n",
      "\n"
     ]
    }
   ],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "79d65899",
   "metadata": {},
   "source": [
    "### Add LaSO4+_mi = La+3 + SO4-2 reaction from Migdisov et al., 2016 paper, see file LaSO4-reaction.json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "c68bc3c1",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "bf5ea5d3",
   "metadata": {},
   "source": [
    "### create a batch object,set units digits for 'logKr', print(fun.availablePropertiesReaction())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "20566b31",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "994f589a",
   "metadata": {},
   "source": [
    "### set pressure and temperature incremenets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "b663c80c",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "d1daca35",
   "metadata": {},
   "source": [
    "### calculate logK of [\"LaSO4+_mi\", \"La(SO4)+ = La+3 + SO4-2\"], new and from mines19"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "8e0fe5d5",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "674e4291",
   "metadata": {},
   "source": [
    "### plot resuts 'from functions import plot_properties_vs_temperature'\n",
    "plot_properties_vs_temperature('res.csv', [\"LaSO4+_mi\", \"La(SO4)+ = La+3 + SO4-2\"], 0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "104efc43",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 648x648 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "ab04e01d",
   "metadata": {},
   "source": [
    "### add substance as reaction dependent see LaSO4-reaction_dependent_substance.json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "a255fc9b",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "b6e40196",
   "metadata": {},
   "source": [
    "### create an engine object and calculate properties at 498.15, 0 (Psat) for \"La(SO4)+\" and \"LaSO4+_mi\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "679da618",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "e0a80ebb",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "ad7f575f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "-1426377.7370179314"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "f5357aa5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "-1421756.7677983388"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "784c8006",
   "metadata": {},
   "source": [
    "### Calculate solvent properties"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "03d18a47",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "20208f4f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "966.4981340923547"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "b94b410a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "-0.7473776229170155"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "7f5a8299",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "-0.7473776229170166"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "d0a5f8e6",
   "metadata": {},
   "source": [
    "### Append to engine engine.appendData(\"mydata-thermofun.json\") and calculate logK of \"NdSO4+_mi\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "6336757a",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "3e7a4423",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "20751946",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "-5.785642465716963"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "17fa54aa",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
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