{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 165,
   "metadata": {},
   "outputs": [],
   "source": [
    "# load yaml files with ruamel.yaml\n",
    "import sys\n",
    "from ruamel.yaml import YAML\n",
    "\n",
    "yaml=YAML()\n",
    "\n",
    "fold = \"./params_log_old.yaml\"\n",
    "fnew = \"./params_model_v3.yaml\"\n",
    "\n",
    "# load the old file as string\n",
    "with open(fold, 'r') as f:\n",
    "    str_old = f.read()\n",
    "    params_in = yaml.load(str_old)\n",
    "\n",
    "# load the new file as string\n",
    "with open(fnew, 'r') as f:\n",
    "    str_new = f.read()\n",
    "    params_v3 = yaml.load(str_new)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 166,
   "metadata": {},
   "outputs": [],
   "source": [
    "params_v3['domain'] = params_in['domain']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 167,
   "metadata": {},
   "outputs": [],
   "source": [
    "params_v3['source'] = params_in['source']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 168,
   "metadata": {},
   "outputs": [],
   "source": [
    "params_v3['model'] = params_in['model']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 169,
   "metadata": {},
   "outputs": [],
   "source": [
    "params_v3['parallel'] = params_in['parallel']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 170,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'n_sims': 1, 'ndiv_rtp': [1, 2, 2], 'nproc_sub': 2, 'use_gpu': 0}"
      ]
     },
     "execution_count": 170,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "params_v3['parallel']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 171,
   "metadata": {},
   "outputs": [],
   "source": [
    "params_v3['parallel']['use_gpu'] = True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 172,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'n_sims': 1, 'ndiv_rtp': [1, 2, 2], 'nproc_sub': 2, 'use_gpu': True}"
      ]
     },
     "execution_count": 172,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "params_v3['parallel']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 173,
   "metadata": {},
   "outputs": [],
   "source": [
    "# dump params_v3 as a new file\n",
    "fout = fold+\".v3.yaml\"\n",
    "\n",
    "with open(fout, 'w') as fp:\n",
    "    yaml.dump(params_v3, fp)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 135,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'src_rec_file': 'OUTPUT_FILES/src_rec_file_forward.dat', 'swap_src_rec': 1}"
      ]
     },
     "execution_count": 135,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "params_v3['source']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 124,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'src_rec_file': 'OUTPUT_FILES/src_rec_file_forward.dat', 'swap_src_rec': 1}"
      ]
     },
     "execution_count": 124,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "params_in['source']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 125,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'min_max_dep': [-10, 10],\n",
       " 'min_max_lat': [37.7, 42.3],\n",
       " 'min_max_lon': [22.7, 27.3],\n",
       " 'n_rtp': [10, 50, 50]}"
      ]
     },
     "execution_count": 125,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "params_in['domain']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
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   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
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   "execution_count": null,
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   "cell_type": "code",
   "execution_count": null,
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