{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Tutorial 18 - extract_instructions"
   ],
   "id": "cd6ce2c14f980f85"
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Step 0: Setup the project and prepare the data"
   ],
   "id": "102dff6ed840c830"
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-06-13T20:50:31.232261700Z",
     "start_time": "2026-06-13T20:50:30.681912600Z"
    }
   },
   "source": [
    "from pathlib import Path\n",
    "\n",
    "import pydpeet as eet"
   ],
   "id": "79e029b8403acba3",
   "outputs": [],
   "execution_count": 1
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We will use \"ERROR\" as the logging style for better readability of the notebook"
   ],
   "id": "7464f69370048fea"
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-06-13T20:50:31.241621200Z",
     "start_time": "2026-06-13T20:50:31.232765600Z"
    }
   },
   "source": "eet.set_logging_style(\"ERROR\")",
   "id": "913f64d76d31c3ec",
   "outputs": [],
   "execution_count": 2
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-06-13T20:50:35.656802100Z",
     "start_time": "2026-06-13T20:50:31.243686400Z"
    }
   },
   "source": [
    "standardized_data = eet.read(\n",
    "    input_path=str(Path.cwd().parent.parent / \"res\" / \"raw_data_from_cyclers\" / \"Cal_Ageing_Checkup1.xlsx\"),\n",
    "    config=eet.ReadConfig.Neware_8_0_0_516,\n",
    ")"
   ],
   "id": "dca5318f3a5d9058",
   "outputs": [],
   "execution_count": 3
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-06-13T20:50:36.175775500Z",
     "start_time": "2026-06-13T20:50:35.656802100Z"
    }
   },
   "source": "segmented_data = eet.add_primitive_segments(df=standardized_data, config=eet.PrimitiveConfig.DEFAULT)",
   "id": "5c64b1e2951fbdbb",
   "outputs": [],
   "execution_count": 4
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Step 1: extract_instructions"
   ],
   "id": "307081f795f22896"
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-06-13T20:50:36.791655800Z",
     "start_time": "2026-06-13T20:50:36.175775500Z"
    }
   },
   "source": [
    "instructions = eet.extract_instructions(\n",
    "    df_primitives=segmented_data,\n",
    ")"
   ],
   "id": "8ce09a2468014d4c",
   "outputs": [],
   "execution_count": 5
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-06-13T20:50:36.824798100Z",
     "start_time": "2026-06-13T20:50:36.793192700Z"
    }
   },
   "source": "len(instructions)",
   "id": "d1e2f3a4b5c6d7e8",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "493"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 6
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-06-13T20:50:36.837224200Z",
     "start_time": "2026-06-13T20:50:36.825810100Z"
    }
   },
   "source": "instructions[:20]",
   "id": "e1f2a3b4c5d6e7f8",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Charge at 1.440A for 9111.0 seconds',\n",
       " 'Hold at 4.198V until 0.0A',\n",
       " 'Discharge at 0.960A until 2.5033V',\n",
       " 'Hold at 2.500V until 0.0497A',\n",
       " 'Charge at 0.000A for 59.0 seconds',\n",
       " 'Charge at 1.438A until 4.2002V',\n",
       " 'Discharge at 0.300A for 3244.699999999997 seconds',\n",
       " 'Discharge at 0.960A until 4.1309V',\n",
       " 'Rest for 359.0 seconds',\n",
       " 'Discharge at 0.960A until 4.1134V',\n",
       " 'Rest for 359.0 seconds',\n",
       " 'Discharge at 0.960A until 4.1003V',\n",
       " 'Rest for 359.0 seconds',\n",
       " 'Discharge at 0.960A until 4.0901V',\n",
       " 'Rest for 359.0 seconds',\n",
       " 'Discharge at 0.960A until 4.0819V',\n",
       " 'Rest for 359.0 seconds',\n",
       " 'Discharge at 0.960A until 4.0751V',\n",
       " 'Rest for 359.0 seconds',\n",
       " 'Discharge at 0.960A until 4.0694V']"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 7
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11"
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 "nbformat": 4,
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