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  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from imbalance_price_calculator import ImbalancePriceCalculator\n",
    "\n",
    "# auto reload modules\n",
    "%load_ext autoreload\n",
    "%autoreload 2\n"
   ]
  },
  {
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   "execution_count": 5,
   "metadata": {},
   "outputs": [
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     ]
    }
   ],
   "source": [
    "# load data\n",
    "import pandas\n",
    "\n",
    "df = pandas.read_csv('../../data/ods139.csv', delimiter=';', decimal=\".\", thousands=',')\n",
    "df['Datetime'] = pandas.to_datetime(df['Datetime'])\n",
    "\n",
    "\n",
    "# get rows for 2023-12-07 09:45\n",
    "df = df[df['Datetime'] == '2023-12-09 12:00:00']\n",
    "# get bid ladder\n",
    "bid_ladder = df[['Bid Volume', 'Bid Price', 'Bid+Start Price', 'Activation Order']].values.tolist()\n",
    "\n",
    "print(bid_ladder)\n"
   ]
  },
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      "(2501.6000000000004, 599.0, 515.6, 2.0)\n",
      "(2503.1000000000004, 599.0, 515.6, 2.0)\n",
      "(2518.1000000000004, 599.0, 515.6, 2.0)\n",
      "(2518.7000000000003, 599.0, 515.6, 2.0)\n",
      "(2533.7000000000003, 599.0, 515.6, 2.0)\n",
      "(2534.7000000000003, 599.0, 526.6, 2.0)\n",
      "(2549.7000000000003, 599.0, 526.6, 2.0)\n",
      "(2551.7000000000003, 896.22, 896.22, 2.0)\n",
      "(2552.2000000000003, 896.22, 896.22, 2.0)\n",
      "(2571.2000000000003, 1000.0, 1000.0, 2.0)\n",
      "(2616.1000000000004, 1450.0, 1450.0, 2.0)\n",
      "(2632.1000000000004, 1450.0, 1450.0, 2.0)\n",
      "(2633.1000000000004, 1500.0, 1500.0, 2.0)\n",
      "(2643.1000000000004, 1815.0, 1815.0, 2.0)\n",
      "(2740.2000000000003, 2000.0, 2000.0, 2.0)\n",
      "(2819.2000000000003, 2867.35, 2867.35, 2.0)\n",
      "(2821.2000000000003, 2867.35, 800.0, 3.0)\n"
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   "source": [
    "c = ImbalancePriceCalculator(bid_ladder)"
   ]
  },
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     "text": [
      "100MW: 390.0\n",
      "200MW: 599.0\n",
      "300MW: 599.0\n",
      "400MW: 599.0\n",
      "500MW: 599.0\n",
      "600MW: 599.0\n",
      "700MW: 599.0\n",
      "800MW: 599.0\n",
      "900MW: 599.0\n",
      "1000MW: 599.0\n",
      "Max: 2867.35\n"
     ]
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    "c.plot()"
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   "execution_count": 8,
   "metadata": {},
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     "text": [
      "599.0\n"
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