From 5e7d87af380d3e3313a4a761b118ea21adab5bb9 Mon Sep 17 00:00:00 2001 From: Frank Boerman Date: Fri, 12 Aug 2022 14:55:07 +0200 Subject: [PATCH] removed deprecated file --- Demo.ipynb | 16610 --------------------------------------------------- 1 file changed, 16610 deletions(-) delete mode 100644 Demo.ipynb diff --git a/Demo.ipynb b/Demo.ipynb deleted file mode 100644 index 36b4b88..0000000 --- a/Demo.ipynb +++ /dev/null @@ -1,16610 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "from entsoe import EntsoeRawClient, EntsoePandasClient, Area\n", - "from settings import api_key\n", - "import pandas as pd" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2020-10-17 00:00:00+02:00 2020-10-18 00:00:00+02:00\n" - ] - } - ], - "source": [ - "# Let's do all tests on data from yesterday\n", - "\n", - "start = (pd.Timestamp.today(tz='Europe/Brussels') - pd.Timedelta(days=1)).normalize()\n", - "end = start + pd.Timedelta(days=1)\n", - "print(start, end)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Raw Client test" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "client = EntsoeRawClient(api_key=api_key)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "\tc41f7686f5bc4a63860aa7968b10a7e6\n", - "\t1\n", - "\tA44\n", - "\t10X1001A1001A450\n", - "\tA32\n", - "\t10X1001A1001A450\n", - "\tA33\n", - "\t2020-10-18T19:13:54Z\n", - "\t\n", - "\t\t2020-10-16T22:00Z\n", - "\t\t2020-10-17T22:00Z\n", - "\t\n", - "\t\n", - "\t\t1\n", - "\t\tA62\n", - "\t\t10YBE----------2\n", - "\t\t10YBE----------2\n", - "\t\tEUR\n", - "\t\tMWH\n", - "\t\tA01\n", - "\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t2020-10-16T22:00Z\n", - "\t\t\t\t\t2020-10-17T22:00Z\n", - "\t\t\t\t\n", - "\t\t\t\tPT60M\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t1\n", - "\t\t\t\t\t\t49.03\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t2\n", - "\t\t\t\t\t\t44.37\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t3\n", - "\t\t\t\t\t\t40.00\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t4\n", - "\t\t\t\t\t\t36.26\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t5\n", - "\t\t\t\t\t\t35.59\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t6\n", - "\t\t\t\t\t\t36.91\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t7\n", - "\t\t\t\t\t\t37.35\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t8\n", - "\t\t\t\t\t\t44.33\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t9\n", - "\t\t\t\t\t\t46.22\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t10\n", - "\t\t\t\t\t\t48.08\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t11\n", - "\t\t\t\t\t\t45.92\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t12\n", - "\t\t\t\t\t\t43.53\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t13\n", - "\t\t\t\t\t\t42.04\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t14\n", - "\t\t\t\t\t\t38.94\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t15\n", - "\t\t\t\t\t\t36.18\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t16\n", - "\t\t\t\t\t\t36.10\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t17\n", - "\t\t\t\t\t\t37.68\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t18\n", - "\t\t\t\t\t\t43.50\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t19\n", - "\t\t\t\t\t\t48.25\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t20\n", - "\t\t\t\t\t\t50.46\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t21\n", - "\t\t\t\t\t\t48.81\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t22\n", - "\t\t\t\t\t\t43.00\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t23\n", - "\t\t\t\t\t\t43.92\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t24\n", - "\t\t\t\t\t\t47.98\n", - "\t\t\t\t\t\n", - "\t\t\t\n", - "\t\n", - "\n" - ] - } - ], - "source": [ - "response = client.query_day_ahead_prices(country_code=Area.BE, start=start, end=end)\n", - "print(response)" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - " 9243bbd2bb2747e08ff78d5aafd06ac6\n", - " 1\n", - " A65\n", - " A16\n", - " 10X1001A1001A450\n", - " A32\n", - " 10X1001A1001A450\n", - " A33\n", - " 2020-10-18T19:13:55Z\n", - " \n", - " 2020-10-16T22:00Z\n", - " 2020-10-17T22:00Z\n", - " \n", - " \n", - " 1\n", - " A04\n", - " A01\n", - " 10YBE----------2\n", - " MAW\n", - " A01\n", - " \n", - " \n", - " 2020-10-16T22:00Z\n", - " 2020-10-17T22:00Z\n", - " \n", - " PT15M\n", - " \n", - " 1\n", - " 8620\n", - " \n", - " \n", - " 2\n", - " 8512\n", - " \n", - " \n", - " 3\n", - " 8413\n", - " \n", - " \n", - " 4\n", - " 8303\n", - " \n", - " \n", - " 5\n", - " 8198\n", - " \n", - " \n", - " 6\n", - " 8028\n", - " \n", - " \n", - " 7\n", - " 8007\n", - " \n", - " \n", - " 8\n", - " 7901\n", - " \n", - " \n", - " 9\n", - " 7845\n", - " \n", - " \n", - " 10\n", - " 7861\n", - " \n", - " \n", - " 11\n", - " 7794\n", - " \n", - " \n", - " 12\n", - " 7580\n", - " \n", - " \n", - " 13\n", - " 7552\n", - " \n", - " \n", - " 14\n", - " 7527\n", - " \n", - " \n", - " 15\n", - " 7619\n", - " \n", - " \n", - " 16\n", - " 7584\n", - " \n", - " \n", - " 17\n", - " 7593\n", - " \n", - " \n", - " 18\n", - " 7588\n", - " \n", - " \n", - " 19\n", - " 7640\n", - " \n", - " \n", - " 20\n", - " 7559\n", - " \n", - " \n", - " 21\n", - " 7607\n", - " \n", - " \n", - " 22\n", - " 7714\n", - " \n", - " \n", - " 23\n", - " 7682\n", - " \n", - " \n", - " 24\n", - " 7664\n", - " \n", - " \n", - " 25\n", - " 7924\n", - " \n", - " \n", - " 26\n", - " 7922\n", - " \n", - " \n", - " 27\n", - " 8094\n", - " \n", - " \n", - " 28\n", - " 8098\n", - " \n", - " \n", - " 29\n", - " 8256\n", - " \n", - " \n", - " 30\n", - " 8316\n", - " \n", - " \n", - " 31\n", - " 8455\n", - " \n", - " \n", - " 32\n", - " 8599\n", - " \n", - " \n", - " 33\n", - " 8659\n", - " \n", - " \n", - " 34\n", - " 8768\n", - " \n", - " \n", - " 35\n", - " 8921\n", - " \n", - " \n", - " 36\n", - " 9062\n", - " \n", - " \n", - " 37\n", - " 9199\n", - " \n", - " \n", - " 38\n", - " 9302\n", - " \n", - " \n", - " 39\n", - " 9298\n", - " \n", - " \n", - " 40\n", - " 9414\n", - " \n", - " \n", - " 41\n", - " 9516\n", - " \n", - " \n", - " 42\n", - " 9642\n", - " \n", - " \n", - " 43\n", - " 9595\n", - " \n", - " \n", - " 44\n", - " 9597\n", - " \n", - " \n", - " 45\n", - " 9611\n", - " \n", - " \n", - " 46\n", - " 9628\n", - " \n", - " \n", - " 47\n", - " 9626\n", - " \n", - " \n", - " 48\n", - " 9745\n", - " \n", - " \n", - " 49\n", - " 9644\n", - " \n", - " \n", - " 50\n", - " 9597\n", - " \n", - " 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client.query_load(country_code=Area.BE, start=start, end=end)\n", - "print(response)" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - " f35eaddc56e34085b7d16bcf5ee643f3\n", - " 1\n", - " A65\n", - " A01\n", - " 10X1001A1001A450\n", - " A32\n", - " 10X1001A1001A450\n", - " A33\n", - " 2020-10-18T19:13:55Z\n", - " \n", - " 2020-10-16T22:00Z\n", - " 2020-10-17T22:00Z\n", - " \n", - " \n", - " 1\n", - " A04\n", - " A01\n", - " 10YBE----------2\n", - " MAW\n", - " A01\n", - " \n", - " \n", - " 2020-10-16T22:00Z\n", - " 2020-10-17T22:00Z\n", - " \n", - " PT15M\n", - " \n", - " 1\n", - " 8668\n", - " \n", - " \n", - " 2\n", - " 8530\n", - " \n", - " \n", - " 3\n", - " 8412\n", - " \n", - " \n", - " 4\n", - " 8264\n", - " \n", - " \n", - " 5\n", - " 8167\n", - " \n", - " \n", - " 6\n", - " 8052\n", - " \n", - " \n", - " 7\n", - " 7979\n", - " \n", - " \n", - " 8\n", - " 7831\n", - " \n", - " \n", - " 9\n", - " 7783\n", - " \n", - " \n", - " 10\n", - " 7721\n", - " \n", - " \n", - " 11\n", - " 7700\n", - " \n", - " \n", - " 12\n", - " 7676\n", - " \n", - " \n", - " 13\n", - " 7632\n", - " \n", - " \n", - " 14\n", - " 7580\n", - " \n", - " \n", - " 15\n", - " 7526\n", - " \n", - " \n", - " 16\n", - " 7479\n", - " \n", - " \n", - " 17\n", - " 7507\n", - " \n", - " \n", - " 18\n", - " 7557\n", - " \n", - " \n", - " 19\n", - " 7583\n", - " \n", - " \n", - " 20\n", - " 7490\n", - " \n", - " \n", - " 21\n", - " 7654\n", - " \n", - " \n", - " 22\n", - " 7610\n", - " \n", - " \n", - " 23\n", - " 7632\n", - " \n", - " \n", - " 24\n", - " 7718\n", - " \n", - " \n", - " 25\n", - " 8036\n", - " \n", - " \n", - " 26\n", - " 8028\n", - " \n", - " \n", - " 27\n", - " 8127\n", - " \n", - " \n", - " 28\n", - " 8283\n", - " \n", - " \n", - " 29\n", - " 8439\n", - " \n", - " \n", - " 30\n", - " 8494\n", - " \n", - " \n", - " 31\n", - " 8598\n", - " \n", - " \n", - " 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\n", - " \n", - " 80\n", - " 9955\n", - " \n", - " \n", - " 81\n", - " 9778\n", - " \n", - " \n", - " 82\n", - " 9730\n", - " \n", - " \n", - " 83\n", - " 9565\n", - " \n", - " \n", - " 84\n", - " 9471\n", - " \n", - " \n", - " 85\n", - " 9272\n", - " \n", - " \n", - " 86\n", - " 9140\n", - " \n", - " \n", - " 87\n", - " 8959\n", - " \n", - " \n", - " 88\n", - " 8900\n", - " \n", - " \n", - " 89\n", - " 8947\n", - " \n", - " \n", - " 90\n", - " 8955\n", - " \n", - " \n", - " 91\n", - " 8935\n", - " \n", - " \n", - " 92\n", - " 8892\n", - " \n", - " \n", - " 93\n", - " 8871\n", - " \n", - " \n", - " 94\n", - " 8663\n", - " \n", - " \n", - " 95\n", - " 8530\n", - " \n", - " \n", - " 96\n", - " 8406\n", - " \n", - " \n", - " \n", - "\n" - ] - } - ], - "source": [ - "response = client.query_load_forecast(country_code=Area.BE, start=start, end=end)\n", - "print(response)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "\t37c3528331b84d7fa87e1f7f7d724c2f\n", - "\t1\n", - "\tA71\n", - "\tA01\n", - "\t10X1001A1001A450\n", - "\tA32\n", - "\t10X1001A1001A450\n", - "\tA33\n", - "\t2020-10-18T19:13:55Z\n", - "\t\n", - "\t\t2020-10-16T22:00Z\n", - "\t\t2020-10-17T22:00Z\n", - "\t\n", - "\t\n", - "\t\t1\n", - "\t\tA01\n", - "\t\tA01\n", - "\t\t10YBE----------2\n", - "\t\tMAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T22:00Z\n", - "\t\t\t\t2020-10-17T22:00Z\n", - "\t\t\t\n", - "\t\t\tPT60M\n", - "\t\t\t\t\n", - "\t\t\t\t\t1\n", - " 7154\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t2\n", - " 7221\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t3\n", - " 6905\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t4\n", - " 6678\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t5\n", - " 6686\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t6\n", - " 6902\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t7\n", - " 6901\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t8\n", - " 7531\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t9\n", - " 7310\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t10\n", - " 7707\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t11\n", - " 8002\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t12\n", - " 8404\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t13\n", - " 8658\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t14\n", - " 8561\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t15\n", - " 8120\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t16\n", - " 8009\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t17\n", - " 7645\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t18\n", - " 7302\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t19\n", - " 7143\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t20\n", - " 7388\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t21\n", - " 7168\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t22\n", - " 7018\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t23\n", - " 7249\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t24\n", - " 7969\n", - "\t\t\t\t\n", - "\t\t\n", - "\t\n", - "\n" - ] - } - ], - "source": [ - "response = client.query_generation_forecast(country_code=Area.BE, start=start, end=end)\n", - "print(response)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "\tf005f317e2b44ec6bf2e0e679948d2e2\n", - "\t1\n", - "\tA69\n", - "\tA01\n", - "\t10X1001A1001A450\n", - "\tA32\n", - "\t10X1001A1001A450\n", - "\tA33\n", - "\t2020-10-18T19:13:55Z\n", - "\t\n", - "\t\t2020-10-16T22:00Z\n", - "\t\t2020-10-17T22:00Z\n", - "\t\n", - "\t\n", - "\t\t1\n", - "\t\tA94\n", - "\t\tA08\n", - "\t\t10YBE----------2\n", - "\t\tMAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB16\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T22:00Z\n", - "\t\t\t\t2020-10-17T22:00Z\n", - "\t\t\t\n", - "\t\t\tPT60M\n", - "\t\t\t\t\n", - "\t\t\t\t\t1\n", - " 0\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t2\n", - " 0\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t3\n", - " 0\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t4\n", - " 0\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t5\n", - " 0\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t6\n", - " 0\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t7\n", - " 0\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t8\n", - " 0\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t9\n", - " 76\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t10\n", - " 494\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t11\n", - " 1030\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t12\n", - " 1388\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t13\n", - " 1479\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t14\n", - " 1410\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t15\n", - " 1226\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t16\n", - " 966\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t17\n", - " 675\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t18\n", - " 308\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t19\n", - " 34\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t20\n", - " 0\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t21\n", - " 0\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t22\n", - " 0\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t23\n", - " 0\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t24\n", - " 0\n", - "\t\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t2\n", - "\t\tA93\n", - "\t\tA08\n", - "\t\t10YBE----------2\n", - "\t\tMAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB18\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T22:00Z\n", - "\t\t\t\t2020-10-17T22:00Z\n", - "\t\t\t\n", - "\t\t\tPT60M\n", - "\t\t\t\t\n", - "\t\t\t\t\t1\n", - " 3\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t2\n", - " 11\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t3\n", - " 17\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t4\n", - " 9\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t5\n", - " 4\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t6\n", - " 0\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t7\n", - " 0\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t8\n", - " 0\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t9\n", - " 0\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t10\n", - " 0\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t11\n", - " 0\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t12\n", - " 0\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t13\n", - " 24\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t14\n", - " 18\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t15\n", - " 9\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t16\n", - " 7\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t17\n", - " 14\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t18\n", - " 21\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t19\n", - " 20\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t20\n", - " 10\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t21\n", - " 11\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t22\n", - " 1\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t23\n", - " 40\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t24\n", - " 170\n", - "\t\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t3\n", - "\t\tA93\n", - "\t\tA08\n", - "\t\t10YBE----------2\n", - "\t\tMAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB19\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T22:00Z\n", - "\t\t\t\t2020-10-17T22:00Z\n", - "\t\t\t\n", - "\t\t\tPT60M\n", - "\t\t\t\t\n", - "\t\t\t\t\t1\n", - " 94\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t2\n", - " 71\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t3\n", - " 52\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t4\n", - " 35\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t5\n", - " 26\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t6\n", - " 21\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t7\n", - " 16\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t8\n", - " 13\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t9\n", - " 11\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t10\n", - " 7\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t11\n", - " 4\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t12\n", - " 4\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t13\n", - " 5\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t14\n", - " 10\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t15\n", - " 15\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t16\n", - " 18\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t17\n", - " 22\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t18\n", - " 21\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t19\n", - " 15\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t20\n", - " 12\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t21\n", - " 8\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t22\n", - " 7\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t23\n", - " 9\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t24\n", - " 17\n", - "\t\t\t\t\n", - "\t\t\n", - "\t\n", - "\n" - ] - } - ], - "source": [ - "response = client.query_wind_and_solar_forecast(country_code=Area.BE, start=start, end=end)\n", - "print(response)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "\teab08f313ca5414593787b3a473b7549\n", - "\t1\n", - "\tA75\n", - "\tA16\n", - "\t10X1001A1001A450\n", - "\tA32\n", - "\t10X1001A1001A450\n", - "\tA33\n", - "\t2020-10-18T19:13:56Z\n", - "\t\n", - "\t\t2020-10-16T22:00Z\n", - "\t\t2020-10-17T22:00Z\n", - "\t\n", - "\t\n", - "\t\t1\n", - "\t\tA01\n", - "\t\tA08\n", - "\t\t10YBE----------2\n", - "\t\tMAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB01\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T22:00Z\n", - "\t\t\t\t2020-10-17T22:00Z\n", - "\t\t\t\n", - 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- "\t\t\t\t\t19\n", - " 2\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t20\n", - " 2\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t21\n", - " 3\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t22\n", - " 4\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t23\n", - " 5\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t24\n", - " 8\n", - "\t\t\t\t\n", - "\t\t\n", - "\t\n", - "\n" - ] - } - ], - "source": [ - "response = client.query_generation(country_code=Area.BE, start=start, end=end)\n", - "print(response)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "\t8f347d2c79a741cabac812787982a351\n", - "\t1\n", - "\tA73\n", - "\tA16\n", - "\t10X1001A1001A450\n", - "\tA32\n", - "\t10X1001A1001A450\n", - "\tA33\n", - "\t2020-10-18T19:13:59Z\n", - "\t\n", - "\t\t2020-10-16T22:00Z\n", - "\t\t2020-10-17T22:00Z\n", - "\t\n", - "\t\n", - "\t\t1\n", - "\t\tA01\n", - 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"\t\tA01\n", - "\t\t\n", - "\t\t\tB04\n", - "\t\t\t\n", - "\t\t\t\t22WZELZAT1502618\n", - "\t\t\t\t\t\tZelzate 2 Knippegroen\n", - "\t\t\t\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T22:00Z\n", - "\t\t\t\t2020-10-17T22:00Z\n", - "\t\t\t\n", - "\t\t\tPT60M\n", - "\t\t\t\t\n", - "\t\t\t\t\t1\n", - " 282\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t2\n", - " 283\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t3\n", - " 284\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t4\n", - " 197\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t5\n", - " 243\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t6\n", - " 269\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t7\n", - " 234\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t8\n", - " 263\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t9\n", - " 267\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t10\n", - " 267\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t11\n", - " 172\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t12\n", - " 228\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t13\n", - " 205\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t14\n", - " 227\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t15\n", - " 143\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t16\n", - " 147\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t17\n", - " 170\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t18\n", - " 271\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t19\n", - " 287\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t20\n", - " 287\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t21\n", - " 259\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t22\n", - " 275\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t23\n", - " 275\n", - "\t\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t24\n", - " 250\n", - "\t\t\t\t\n", - "\t\t\n", - "\t\n", - "\n" - ] - } - ], - "source": [ - "response = client.query_generation_per_plant(country_code=Area.BE, start=start, end=end)\n", - "print(response)" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "\t9bfd0e0cad064015975896b8e9fc6d42\n", - "\t1\n", - "\tA68\n", - "\tA33\n", - "\t10X1001A1001A450\n", - "\tA32\n", - "\t10X1001A1001A450\n", - "\tA33\n", - "\t2020-10-18T19:13:59Z\n", - "\t\n", - "\t\t2019-12-31T23:00Z\n", - "\t\t2020-12-31T23:00Z\n", - "\t\n", - "\t\n", - "\t\t1\n", - "\t\tA37\n", - "\t\tA08\n", - "\t\t10YBE----------2\n", - "\t\tMAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB01\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2019-12-31T23:00Z\n", - "\t\t\t\t2020-12-31T23:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\t\n", - "\t\t\t\t\t1\n", - " 634\n", - "\t\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t2\n", - "\t\tA37\n", - "\t\tA08\n", - "\t\t10YBE----------2\n", - "\t\tMAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB04\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2019-12-31T23:00Z\n", - "\t\t\t\t2020-12-31T23:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\t\n", - "\t\t\t\t\t1\n", - " 6762\n", - "\t\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t3\n", - "\t\tA37\n", - "\t\tA08\n", - "\t\t10YBE----------2\n", - "\t\tMAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB05\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2019-12-31T23:00Z\n", - "\t\t\t\t2020-12-31T23:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\t\n", - "\t\t\t\t\t1\n", - " 470\n", - "\t\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t4\n", - "\t\tA37\n", - "\t\tA08\n", - "\t\t10YBE----------2\n", - "\t\tMAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB06\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2019-12-31T23:00Z\n", - "\t\t\t\t2020-12-31T23:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\t\n", - "\t\t\t\t\t1\n", - " 321\n", - "\t\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t5\n", - "\t\tA37\n", - "\t\tA08\n", - "\t\t10YBE----------2\n", - "\t\tMAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB10\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2019-12-31T23:00Z\n", - "\t\t\t\t2020-12-31T23:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\t\n", - "\t\t\t\t\t1\n", - " 1308\n", - "\t\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t6\n", - "\t\tA37\n", - "\t\tA08\n", - "\t\t10YBE----------2\n", - "\t\tMAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB11\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2019-12-31T23:00Z\n", - "\t\t\t\t2020-12-31T23:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\t\n", - "\t\t\t\t\t1\n", - " 181\n", - "\t\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t7\n", - "\t\tA37\n", - "\t\tA08\n", - "\t\t10YBE----------2\n", - "\t\tMAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB14\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2019-12-31T23:00Z\n", - "\t\t\t\t2020-12-31T23:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\t\n", - "\t\t\t\t\t1\n", - " 5943\n", - "\t\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t8\n", - "\t\tA37\n", - "\t\tA08\n", - "\t\t10YBE----------2\n", - "\t\tMAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB20\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2019-12-31T23:00Z\n", - "\t\t\t\t2020-12-31T23:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\t\n", - "\t\t\t\t\t1\n", - " 19\n", - "\t\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t9\n", - "\t\tA37\n", - "\t\tA08\n", - "\t\t10YBE----------2\n", - "\t\tMAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB16\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2019-12-31T23:00Z\n", - "\t\t\t\t2020-12-31T23:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\t\n", - "\t\t\t\t\t1\n", - " 3887\n", - "\t\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t10\n", - "\t\tA37\n", - "\t\tA08\n", - "\t\t10YBE----------2\n", - "\t\tMAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB17\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2019-12-31T23:00Z\n", - "\t\t\t\t2020-12-31T23:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\t\n", - "\t\t\t\t\t1\n", - " 362\n", - "\t\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t11\n", - "\t\tA37\n", - "\t\tA08\n", - "\t\t10YBE----------2\n", - "\t\tMAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB18\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2019-12-31T23:00Z\n", - "\t\t\t\t2020-12-31T23:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\t\n", - "\t\t\t\t\t1\n", - " 2044\n", - "\t\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t12\n", - "\t\tA37\n", - "\t\tA08\n", - "\t\t10YBE----------2\n", - "\t\tMAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB19\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2019-12-31T23:00Z\n", - "\t\t\t\t2020-12-31T23:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\t\n", - "\t\t\t\t\t1\n", - " 2416\n", - "\t\t\t\t\n", - "\t\t\n", - "\t\n", - "\n" - ] - } - ], - "source": [ - "response = client.query_installed_generation_capacity(country_code=Area.BE, start=start, end=end)\n", - "print(response)" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "\td38065928b9d4ae3b8be6f63a77dd3b1\n", - "\t1\n", - "\tA71\n", - "\tA33\n", - "\t10X1001A1001A450\n", - "\tA32\n", - "\t10X1001A1001A450\n", - "\tA33\n", - "\t2020-10-18T19:13:59Z\n", - "\t\n", - "\t\t2020-10-16T00:00Z\n", - "\t\t2020-10-17T00:00Z\n", - "\t\n", - "\t\n", - "\t\t1\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22WSAINT-000221B\n", - "\t\tSAINT-GHISLAIN STEG\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB04\n", - "\t\t\t150\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t350\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t2\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22WDOELX40000793\n", - "\t\tDOEL 4\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB14\n", - "\t\t\t380\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t1039\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t3\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22WCOOXII000070C\n", - "\t\tCOO II T\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB10\n", - "\t\t\t380\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t690\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t4\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22WDROGEN0000863\n", - "\t\tDROGENBOS TGV\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB04\n", - "\t\t\t150\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t465\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t5\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22WINESCO000149P\n", - "\t\tINESCO WKK\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB04\n", - "\t\t\t150\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t138\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t6\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22W201902131---T\n", - "\t\tNorther Offshore WP\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB18\n", - "\t\t\t220\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t369.6\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t7\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22WMARCIN000179H\n", - "\t\tMarcinelle Energie (Carsid)\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB04\n", - "\t\t\t150\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t413\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t8\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22W20200608A---8\n", - "\t\tMermaid Offshore WP\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB18\n", - "\t\t\t220\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t237\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t9\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22WSCHELD0002261\n", - "\t\tScheldelaan Exxonmobil\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB04\n", - "\t\t\t150\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t140\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t10\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22W201909111---M\n", - "\t\tNorthwester 2\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB18\n", - "\t\t\t220\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t219.1\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t11\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22WTHORNT000237E\n", - "\t\tThorntonbank - C-Power - Area NE\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB18\n", - "\t\t\t150\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t147.6\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t12\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22WDOELX3000078D\n", - "\t\tDOEL 3\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB14\n", - "\t\t\t380\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t1006\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t13\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22WTHORNT000238C\n", - "\t\tThorntonbank - C-Power - Area SW\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB18\n", - "\t\t\t150\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t177.6\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t14\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22WT-POWE000244W\n", - "\t\tT-power Beringen\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB04\n", - "\t\t\t150\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t422\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t15\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22WCOOXIX000067T\n", - "\t\tCOO I T\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB10\n", - "\t\t\t380\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t474\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t16\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22WDOELX1000076X\n", - "\t\tDOEL 1\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB14\n", - "\t\t\t380\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t445\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t17\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22WRODENH000213L\n", - "\t\tRODENHUIZE 4\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB01\n", - "\t\t\t150\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t268\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t18\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22W20161130----Z\n", - "\t\tNobelwind Offshore Windpark\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB18\n", - "\t\t\t220\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t165\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t19\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22WBELWIN0000271\n", - "\t\tBelwind Phase 1\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB18\n", - "\t\t\t150\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t171\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t20\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22WHERDER0001288\n", - "\t\tHERDERSBRUG STEG\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB04\n", - "\t\t\t150\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t480.3\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t21\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22WRINGVA000209C\n", - "\t\tRINGVAART STEG\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB04\n", - "\t\t\t150\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t385\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t22\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22WDOELX2000077N\n", - "\t\tDOEL 2\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB14\n", - "\t\t\t380\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t433\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t23\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22WZELZAT0002618\n", - "\t\tZelzate 2 Knippegroen\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB04\n", - "\t\t\t150\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t315\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t24\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22W20180628----H\n", - "\t\tRentel Offshore WP\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB18\n", - "\t\t\t220\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t308\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t25\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22WZANDVL000255D\n", - "\t\tZandvliet Power\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB04\n", - "\t\t\t150\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t386.2\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t26\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22WTIHANG000239G\n", - "\t\tTIHANGE 1N\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB14\n", - "\t\t\t380\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t481\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t27\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22W20181005PU--J\n", - "\t\tVILVOORDE GT\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB04\n", - "\t\t\t150\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t255\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t28\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22W20200608C---Z\n", - "\t\tSeastar Offshore WP\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB18\n", - "\t\t\t220\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t252\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t29\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22WTIHANG000242R\n", - "\t\tTIHANGE 3\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB14\n", - "\t\t\t380\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t1038\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t30\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22WTIHANG000241T\n", - "\t\tTIHANGE 2\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB14\n", - "\t\t\t380\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t1008\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t31\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22WTIHANG000240V\n", - "\t\tTIHANGE 1S\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB14\n", - "\t\t\t380\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t481\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t32\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22WNORTHW000187B\n", - "\t\tNorthwind\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB18\n", - "\t\t\t220\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t216\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t33\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22WAMERCO000010Y\n", - "\t\tAmercoeur 1 R TGV\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB04\n", - "\t\t\t150\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t451\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t34\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22WPLATEX000208N\n", - "\t\tPLATE-TAILLE T\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB10\n", - "\t\t\t150\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t144\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\t\n", - "\t\t35\n", - "\t\tA37\n", - "\t\tA06\n", - "\t\t10YBE----------2\n", - "\t\t22W201806271---D\n", - "\t\tEDF Luminus Seraing TGV\n", - " MAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\tB04\n", - "\t\t\t220\n", - "\t\t\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-16T00:00Z\n", - "\t\t\t\t2020-10-17T00:00Z\n", - "\t\t\t\n", - "\t\t\tP1Y\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t470\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\n" - ] - } - ], - "source": [ - "response = client.query_installed_generation_capacity_per_unit(country_code=Area.BE, start=start, end=end)\n", - "print(response)" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "\tedc1dd2e5adf4b6c82a786f07daaa3b5\n", - "\t1\n", - "\tA11\n", - "\t10X1001A1001A450\n", - "\tA32\n", - "\t10X1001A1001A450\n", - "\tA33\n", - "\t2020-10-18T19:14:00Z\n", - "\t\n", - "\t\t2020-10-16T22:00Z\n", - "\t\t2020-10-17T22:00Z\n", - "\t\n", - "\t\n", - "\t\t1\n", - "\t\tA66\n", - "\t\t10YNL----------L\n", - "\t\t10YBE----------2\n", - "\t\tMAW\n", - "\t\tA01\n", - "\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t2020-10-16T22:00Z\n", - "\t\t\t\t\t2020-10-17T22:00Z\n", - "\t\t\t\t\n", - "\t\t\t\tPT60M\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t1\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t2\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t3\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t4\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t5\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t6\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t7\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t8\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t9\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t10\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t11\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t12\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t13\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t14\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t15\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t16\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t17\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t18\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t19\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t20\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t21\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t22\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t23\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t24\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\n", - "\t\n", - "\n" - ] - } - ], - "source": [ - "response = client.query_crossborder_flows(country_code_from=Area.BE, country_code_to=Area.NL, start=start, end=end)\n", - "print(response)" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "\t59c87d4e97424570938a99c124610fb4\n", - "\t1\n", - "\tA09\n", - "\t10X1001A1001A450\n", - "\tA32\n", - "\t10X1001A1001A450\n", - "\tA33\n", - "\t2020-10-18T19:14:00Z\n", - "\t\n", - "\t\t2020-10-16T22:00Z\n", - "\t\t2020-10-17T22:00Z\n", - "\t\n", - "\t\n", - "\t\t1\n", - "\t\tA06\n", - "\t\t10YNL----------L\n", - "\t\t10YBE----------2\n", - "\t\tA05\n", - "\t\tMAW\n", - "\t\tA01\n", - "\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t2020-10-16T22:00Z\n", - "\t\t\t\t\t2020-10-17T22:00Z\n", - "\t\t\t\t\n", - "\t\t\t\tPT60M\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t1\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t2\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t3\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t4\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t5\n", - "\t\t\t\t\t\t6\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t6\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t7\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t8\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t9\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t10\n", - "\t\t\t\t\t\t105\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t11\n", - "\t\t\t\t\t\t85\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t12\n", - "\t\t\t\t\t\t237\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t13\n", - "\t\t\t\t\t\t3\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t14\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t15\n", - "\t\t\t\t\t\t4\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t16\n", - "\t\t\t\t\t\t21\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t17\n", - "\t\t\t\t\t\t77\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t18\n", - "\t\t\t\t\t\t606\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t19\n", - "\t\t\t\t\t\t98\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t20\n", - "\t\t\t\t\t\t45\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t21\n", - "\t\t\t\t\t\t9\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t22\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t23\n", - "\t\t\t\t\t\t0\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t24\n", - "\t\t\t\t\t\t12\n", - "\t\t\t\t\t\n", - "\t\t\t\n", - "\t\n", - "\n" - ] - } - ], - "source": [ - "response = client.query_scheduled_exchanges(country_code_from=Area.BE, country_code_to=Area.NL, start=start, end=end)\n", - "print(response)" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "\t6bc2b41cf9454a559aa8dd3ce01d428b\n", - "\t1\n", - "\tA61\n", - "\t10X1001A1001A450\n", - "\tA32\n", - "\t10X1001A1001A450\n", - "\tA33\n", - "\t2020-10-18T19:14:00Z\n", - "\t\n", - "\t\t2020-10-16T22:00Z\n", - "\t\t2020-10-17T22:00Z\n", - "\t\n", - "\t\n", - "\t\t1\n", - "\t\tA27\n", - "\t\t10YNL----------L\n", - "\t\t10YBE----------2\n", - "\t\tMAW\n", - "\t\tA01\n", - "\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t2020-10-16T22:00Z\n", - "\t\t\t\t\t2020-10-17T22:00Z\n", - "\t\t\t\t\n", - "\t\t\t\tPT60M\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t1\n", - "\t\t\t\t\t\t622\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t2\n", - "\t\t\t\t\t\t1059\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t3\n", - "\t\t\t\t\t\t1017\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t4\n", - "\t\t\t\t\t\t1026\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t5\n", - "\t\t\t\t\t\t655\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t6\n", - "\t\t\t\t\t\t660\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t7\n", - "\t\t\t\t\t\t975\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t8\n", - "\t\t\t\t\t\t627\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t9\n", - "\t\t\t\t\t\t621\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t10\n", - "\t\t\t\t\t\t620\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t11\n", - "\t\t\t\t\t\t620\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t12\n", - "\t\t\t\t\t\t620\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t13\n", - "\t\t\t\t\t\t620\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t14\n", - "\t\t\t\t\t\t619\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t15\n", - "\t\t\t\t\t\t619\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t16\n", - "\t\t\t\t\t\t619\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t17\n", - "\t\t\t\t\t\t699\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t18\n", - "\t\t\t\t\t\t676\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t19\n", - "\t\t\t\t\t\t620\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t20\n", - "\t\t\t\t\t\t620\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t21\n", - "\t\t\t\t\t\t620\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t22\n", - "\t\t\t\t\t\t619\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t23\n", - "\t\t\t\t\t\t619\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t24\n", - "\t\t\t\t\t\t621\n", - "\t\t\t\t\t\n", - "\t\t\t\n", - "\t\n", - "\n" - ] - } - ], - "source": [ - "response = client.query_net_transfer_capacity_dayahead(country_code_from=Area.BE, country_code_to=Area.NL, start=start, end=end)\n", - "print(response)" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "\t627156b6ff324f1f960439c32beb5df2\n", - "\t1\n", - "\tA61\n", - "\t10X1001A1001A450\n", - "\tA32\n", - "\t10X1001A1001A450\n", - "\tA33\n", - "\t2020-10-18T19:14:00Z\n", - "\t\n", - "\t\t2020-10-11T22:00Z\n", - "\t\t2020-10-18T22:00Z\n", - "\t\n", - "\t\n", - "\t\t1\n", - "\t\tA27\n", - "\t\t10YNL----------L\n", - "\t\t10YBE----------2\n", - "\t\tMAW\n", - "\t\tA01\n", - "\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t2020-10-11T22:00Z\n", - "\t\t\t\t\t2020-10-18T22:00Z\n", - "\t\t\t\t\n", - "\t\t\t\tP1D\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t1\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t2\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t3\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t4\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t5\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t6\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t7\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\n", - "\t\n", - "\n" - ] - } - ], - "source": [ - "response = client.query_net_transfer_capacity_weekahead(country_code_from=Area.BE, country_code_to=Area.NL, start=start, end=end)\n", - "print(response)" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "\t32cc9bb06d3d46da8a80c4cdc50812bb\n", - "\t1\n", - "\tA61\n", - "\t10X1001A1001A450\n", - "\tA32\n", - "\t10X1001A1001A450\n", - "\tA33\n", - "\t2020-10-18T19:14:01Z\n", - "\t\n", - "\t\t2020-09-30T22:00Z\n", - "\t\t2020-10-31T23:00Z\n", - "\t\n", - "\t\n", - "\t\t1\n", - "\t\tA27\n", - "\t\t10YNL----------L\n", - "\t\t10YBE----------2\n", - "\t\tMAW\n", - "\t\tA01\n", - "\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t2020-09-30T22:00Z\n", - "\t\t\t\t\t2020-10-31T23:00Z\n", - "\t\t\t\t\n", - "\t\t\t\tP1D\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t1\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t2\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t3\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t4\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t5\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t6\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t7\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t8\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t9\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t10\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t11\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t12\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t13\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t14\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t15\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t16\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t17\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t18\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t19\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t20\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t21\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t22\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t23\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t24\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t25\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t26\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t27\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t28\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t29\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t30\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t31\n", - "\t\t\t\t\t\t1200\n", - "\t\t\t\t\t\n", - "\t\t\t\n", - "\t\n", - "\n" - ] - } - ], - "source": [ - "response = client.query_net_transfer_capacity_monthahead(country_code_from=Area.BE, country_code_to=Area.NL, start=start, end=end)\n", - "print(response)" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "\t28a42967b88d457fa1a14782522dc29c\n", - "\t1\n", - "\tA61\n", - "\t10X1001A1001A450\n", - "\tA32\n", - "\t10X1001A1001A450\n", - "\tA33\n", - "\t2020-10-18T19:14:01Z\n", - "\t\n", - "\t\t2019-12-31T23:00Z\n", - "\t\t2020-12-31T23:00Z\n", - "\t\n", - "\t\n", - "\t\t1\n", - "\t\tA27\n", - "\t\t10YNL----------L\n", - "\t\t10YBE----------2\n", - "\t\tMAW\n", - "\t\tA01\n", - "\t\t\t\n", - "\t\t\t\t\n", - "\t\t\t\t\t2019-12-31T23:00Z\n", - "\t\t\t\t\t2020-12-31T23:00Z\n", - "\t\t\t\t\n", - "\t\t\t\tP1M\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t1\n", - "\t\t\t\t\t\t950\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t2\n", - "\t\t\t\t\t\t950\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t3\n", - "\t\t\t\t\t\t950\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t4\n", - "\t\t\t\t\t\t950\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t5\n", - "\t\t\t\t\t\t950\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t6\n", - "\t\t\t\t\t\t950\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t7\n", - "\t\t\t\t\t\t950\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t8\n", - "\t\t\t\t\t\t950\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t9\n", - "\t\t\t\t\t\t950\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t10\n", - "\t\t\t\t\t\t950\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t11\n", - "\t\t\t\t\t\t950\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\n", - "\t\t\t\t\t\t12\n", - "\t\t\t\t\t\t950\n", - "\t\t\t\t\t\n", - "\t\t\t\n", - "\t\n", - "\n" - ] - } - ], - "source": [ - "response = client.query_net_transfer_capacity_yearahead(country_code_from=Area.BE, country_code_to=Area.NL, start=start, end=end)\n", - "print(response)" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "b'PK\\x03\\x04\\x14\\x00\\x08\\x08\\x08\\x00\\xc0\\x99RQ\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x002\\x00\\x00\\x00001-IMBALANCE_PRICES_202010162200-202010172200.xml\\xed\\x9c]O\\xe38\\x14\\x86\\xafg~\\x05\\xea=\\xae\\xed$NR\\x85\\x8e@\\xccj\\xe7\\x82\\x15\\x82\\xa2\\xfd\\xb8\\xa9B\\xb0\\xd8hh\\x82\\xd2\\x94]\\xfe\\xfd:)\\xb4;P\\xe0D=:G^-\\x1a1!v\\x92\\xc7\\x8e\\x93\\xd7\\xc7v\\xde\\xec\\xcb\\xdf\\x8b\\xbb\\x83\\x07\\xdb,\\xcb\\xba:\\x1a)!G\\x07\\xb6*\\xea\\x9b\\xb2\\xba=\\x1a]\\xcd~:LF_\\xa6\\x9f\\xb3\\x93\\xfc.\\xaf\\n\\xb7s~\\x967\\xdfm{Z\\x17\\xab\\x85\\xad\\xda\\x03wx\\xb5<\\x1a\\xad\\x9ajR\\xda\\xc2\\xe8@G\"\\x88\\xd4\\xa4-\\xa2\\xf8\\xaf[e&a\\xa4\\x0e\\xcd\\xe4\\xfa\\xf9\\xf8\\x9b\\xa7\\x03\\'\\xc1D\\x8e\\xa6\\x9f?e\\x8b\\x8bo\\xa7\\xd3 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"\t\t\t\t3.00\n", - "\t\t\t\tA06\n", - "\t\t\t\n", - "\t\t\t\n", - "\t\t\t\t17\n", - "\t\t\t\t3.41\n", - "\t\t\t\tA06\n", - "\t\t\t\n", - "\t\t\t\n", - "\t\t\t\t18\n", - "\t\t\t\t3.41\n", - "\t\t\t\tA06\n", - "\t\t\t\n", - "\t\t\t\n", - "\t\t\t\t19\n", - "\t\t\t\t3.41\n", - "\t\t\t\tA06\n", - "\t\t\t\n", - "\t\t\t\n", - "\t\t\t\t20\n", - "\t\t\t\t3.41\n", - "\t\t\t\tA06\n", - "\t\t\t\n", - "\t\t\t\n", - "\t\t\t\t21\n", - "\t\t\t\t2.82\n", - "\t\t\t\tA06\n", - "\t\t\t\n", - "\t\t\t\n", - "\t\t\t\t22\n", - "\t\t\t\t2.82\n", - "\t\t\t\tA06\n", - "\t\t\t\n", - "\t\t\t\n", - "\t\t\t\t23\n", - "\t\t\t\t2.82\n", - "\t\t\t\tA06\n", - "\t\t\t\n", - "\t\t\t\n", - "\t\t\t\t24\n", - "\t\t\t\t2.82\n", - "\t\t\t\tA06\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n" - ] - } - ], - "source": [ - "response = client.query_contracted_reserve_prices(country_code=Area.BE, start=start, end=end, type_marketagreement_type='A01')\n", - "print(response)" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "\t777b71c6fcb948acb1ed22865a5e30fa\n", - "\t1\n", - "\tA81\n", - "\tA34\n", - "\t10X1001A1001A450\n", - "\tA32\n", - "\t10X1001A1001A450\n", - "\tA33\n", - "\t2020-10-18T19:14:03Z\n", - "\t10YBE----------2\n", - "\t\n", - "\t\t2020-10-15T22:00Z\n", - "\t\t2020-10-17T22:00Z\n", - "\t\n", - "\t\n", - "\t\t1\n", - "\t\tA95\n", - "\t\tA01\n", - "\t\tA03\n", - "\t\tA03\n", - "\t\tMAW\n", - "\t\tA01\n", - "\t\t\n", - "\t\t\t\n", - "\t\t\t\t2020-10-15T22:00Z\n", - "\t\t\t\t2020-10-16T22:00Z\n", - "\t\t\t\n", - "\t\t\tPT60M\n", - "\t\t\t\n", - "\t\t\t\t1\n", - "\t\t\t\t24\n", - "\t\t\t\n", - "\t\t\t\n", - "\t\t\t\t2\n", - "\t\t\t\t24\n", - "\t\t\t\n", - "\t\t\t\n", - "\t\t\t\t3\n", - "\t\t\t\t24\n", - "\t\t\t\n", - "\t\t\t\n", - "\t\t\t\t4\n", - "\t\t\t\t24\n", - "\t\t\t\n", - "\t\t\t\n", - "\t\t\t\t5\n", - "\t\t\t\t24\n", - "\t\t\t\n", 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- "\t\t\t\n", - "\t\t\t\n", - "\t\t\t\t11\n", - "\t\t\t\t850\n", - "\t\t\t\n", - "\t\t\t\n", - "\t\t\t\t12\n", - "\t\t\t\t850\n", - "\t\t\t\n", - "\t\t\t\n", - "\t\t\t\t13\n", - "\t\t\t\t850\n", - "\t\t\t\n", - "\t\t\t\n", - "\t\t\t\t14\n", - "\t\t\t\t850\n", - "\t\t\t\n", - "\t\t\t\n", - "\t\t\t\t15\n", - "\t\t\t\t850\n", - "\t\t\t\n", - "\t\t\t\n", - "\t\t\t\t16\n", - "\t\t\t\t850\n", - "\t\t\t\n", - "\t\t\t\n", - "\t\t\t\t17\n", - "\t\t\t\t850\n", - "\t\t\t\n", - "\t\t\t\n", - "\t\t\t\t18\n", - "\t\t\t\t850\n", - "\t\t\t\n", - "\t\t\t\n", - "\t\t\t\t19\n", - "\t\t\t\t850\n", - "\t\t\t\n", - "\t\t\t\n", - "\t\t\t\t20\n", - "\t\t\t\t850\n", - "\t\t\t\n", - "\t\t\t\n", - "\t\t\t\t21\n", - "\t\t\t\t850\n", - "\t\t\t\n", - "\t\t\t\n", - "\t\t\t\t22\n", - "\t\t\t\t850\n", - "\t\t\t\n", - "\t\t\t\n", - "\t\t\t\t23\n", - "\t\t\t\t850\n", - "\t\t\t\n", - "\t\t\t\n", - "\t\t\t\t24\n", - "\t\t\t\t850\n", - "\t\t\t\n", - "\t\t\n", - "\t\n", - "\n", - "\n" - ] - } - ], - "source": [ - "response = client.query_contracted_reserve_amount(country_code=Area.BE, start=start, end=end, type_marketagreement_type='A01')\n", - "print(response)" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "b'PK\\x03\\x04\\x14\\x00\\x08\\x08\\x08\\x00\\xc1\\x99RQ\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00I\\x00\\x00\\x00001-001-PLANNED_UNAVAIL_OF_GENERATION_UNITS_202009280800-202010211700.xml\\xadVmo\\xa2@\\x10\\xfe\\xdc\\xfe\\n\\xe3wa\\xc1b-A\\x1a[\\xcf\\xc4\\xe4<\\x8d\\xd2k\\xaf_\\x0c\\x85\\x89\\xdd\\x1e,v\\x01\\xdb\\xde\\xaf\\xbfaWQ)\\x82\\xf7B\\x0c\\xc2\\xce\\xcc3\\xb3\\xcf\\xb3;\\x8bu\\xfd\\x1e\\x06\\x8d5\\xf0\\x98F\\xac\\xd7\\xd4\\x14\\xd2l\\x00\\xf3\"\\x9f\\xb2e\\xafy\\xe7\\x0c[\\xdd\\xe6\\xb5}n\\xdd1w\\xed\\xd2\\xc0}\\xa2\\x01M>\\x16c\\x97\\xff\\x84d\\x10yi\\x08,i 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client.query_unavailability_of_generation_units(country_code=Area.BE, start=start, end=end)\n", - "print(response)" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - 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- ] - } - ], - "source": [ - "response = client.query_unavailability_of_production_units(country_code=Area.BE, start=start, end=end)\n", - "print(response)" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "b'PK\\x03\\x04\\x14\\x00\\x08\\x08\\x08\\x00\\xc1\\x99RQ\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00J\\x00\\x00\\x00001-001-PLANNED_UNAVAIL_IN_TRANSMISSION_GRID_202008310730-202011301530.xml\\xedW\\xd1r\\xda:\\x10}n\\xbf\\x82\\xe1\\xdd\\xb6d\\x83\\x93x\\x14w\\xdc\\tm3\\x03)\\x03N\\xd3\\xde\\x17\\xc6\\xb15\\xa9Z#SI\\xa6\\xcd\\xdfw-\\x19\\x83\\xc1\\x01\\xee\\xdc\\xdb\\xb7z2 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- ] - } - ], - "source": [ - "response = client.query_unavailability_transmission(country_code_from=Area.BE, country_code_to=Area.NL,start=start, end=end)\n", - "print(response)" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "ename": "NoMatchingDataError", - "evalue": "", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mHTTPError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m~/EnergieID/entsoe-py/entsoe/entsoe.py\u001b[0m in \u001b[0;36m_base_request\u001b[0;34m(self, params, start, end)\u001b[0m\n\u001b[1;32m 117\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 118\u001b[0;31m \u001b[0mresponse\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mraise_for_status\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 119\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mrequests\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mHTTPError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/usr/local/lib/python3.7/site-packages/requests/models.py\u001b[0m in \u001b[0;36mraise_for_status\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 939\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mhttp_error_msg\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 940\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mHTTPError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mhttp_error_msg\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mresponse\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 941\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mHTTPError\u001b[0m: 400 Client Error: Bad Request for url: https://transparency.entsoe.eu/api?documentType=A80&biddingZone_domain=10YBE----------2&docStatus=A13&securityToken=c0f5325c-862a-4fd8-8797-bff66577cb07&periodStart=202010162200&periodEnd=202010172200", - "\nDuring handling of the above exception, another exception occurred:\n", - "\u001b[0;31mNoMatchingDataError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mresponse\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mclient\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mquery_withdrawn_unavailability_of_generation_units\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcountry_code\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mArea\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBE\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstart\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mstart\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mend\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mend\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresponse\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/EnergieID/entsoe-py/entsoe/entsoe.py\u001b[0m in \u001b[0;36mquery_withdrawn_unavailability_of_generation_units\u001b[0;34m(self, country_code, start, end)\u001b[0m\n\u001b[1;32m 793\u001b[0m content = self._query_unavailability(\n\u001b[1;32m 794\u001b[0m \u001b[0mcountry_code\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcountry_code\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstart\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mstart\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mend\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mend\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 795\u001b[0;31m doctype=\"A80\", docstatus='A13')\n\u001b[0m\u001b[1;32m 796\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mcontent\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 797\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/EnergieID/entsoe-py/entsoe/entsoe.py\u001b[0m in \u001b[0;36m_query_unavailability\u001b[0;34m(self, country_code, start, end, doctype, docstatus, periodstartupdate, periodendupdate)\u001b[0m\n\u001b[1;32m 677\u001b[0m periodstartupdate)\n\u001b[1;32m 678\u001b[0m \u001b[0mparams\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'periodEndUpdate'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_datetime_to_str\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mperiodendupdate\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 679\u001b[0;31m \u001b[0mresponse\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_base_request\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparams\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mparams\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstart\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mstart\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mend\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mend\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 680\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mresponse\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontent\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 681\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/EnergieID/entsoe-py/entsoe/entsoe.py\u001b[0m in \u001b[0;36mretry_wrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m 37\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0m_\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mretry_count\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 38\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 39\u001b[0;31m \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 40\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mrequests\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mConnectionError\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgaierror\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 41\u001b[0m \u001b[0merror\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/EnergieID/entsoe-py/entsoe/entsoe.py\u001b[0m in \u001b[0;36m_base_request\u001b[0;34m(self, params, start, end)\u001b[0m\n\u001b[1;32m 123\u001b[0m \u001b[0merror_text\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msoup\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfind\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'text'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtext\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 124\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;34m'No matching data found'\u001b[0m \u001b[0;32min\u001b[0m \u001b[0merror_text\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 125\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mNoMatchingDataError\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 126\u001b[0m \u001b[0;32melif\u001b[0m \u001b[0;34m\"check you request against dependency tables\"\u001b[0m \u001b[0;32min\u001b[0m \u001b[0merror_text\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 127\u001b[0m \u001b[0;32mraise\u001b[0m \u001b[0mInvalidBusinessParameterError\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mNoMatchingDataError\u001b[0m: " - ] - } - ], - "source": [ - "response = client.query_withdrawn_unavailability_of_generation_units(country_code=Area.BE, start=start, end=end)\n", - "print(response)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Pandas Client Test" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [], - "source": [ - "client = EntsoePandasClient(api_key=api_key)" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "2020-10-17 00:00:00+02:00 49.03\n", - "2020-10-17 01:00:00+02:00 44.37\n", - "2020-10-17 02:00:00+02:00 40.00\n", - "2020-10-17 03:00:00+02:00 36.26\n", - "2020-10-17 04:00:00+02:00 35.59\n", - "2020-10-17 05:00:00+02:00 36.91\n", - "2020-10-17 06:00:00+02:00 37.35\n", - "2020-10-17 07:00:00+02:00 44.33\n", - "2020-10-17 08:00:00+02:00 46.22\n", - "2020-10-17 09:00:00+02:00 48.08\n", - "2020-10-17 10:00:00+02:00 45.92\n", - "2020-10-17 11:00:00+02:00 43.53\n", - "2020-10-17 12:00:00+02:00 42.04\n", - "2020-10-17 13:00:00+02:00 38.94\n", - "2020-10-17 14:00:00+02:00 36.18\n", - "2020-10-17 15:00:00+02:00 36.10\n", - "2020-10-17 16:00:00+02:00 37.68\n", - "2020-10-17 17:00:00+02:00 43.50\n", - "2020-10-17 18:00:00+02:00 48.25\n", - "2020-10-17 19:00:00+02:00 50.46\n", - "2020-10-17 20:00:00+02:00 48.81\n", - "2020-10-17 21:00:00+02:00 43.00\n", - "2020-10-17 22:00:00+02:00 43.92\n", - "2020-10-17 23:00:00+02:00 47.98\n", - "dtype: float64" - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "client.query_day_ahead_prices(country_code=Area.BE, start=start, end=end)" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "2020-10-17 00:00:00+02:00 8620.0\n", - "2020-10-17 00:15:00+02:00 8512.0\n", - "2020-10-17 00:30:00+02:00 8413.0\n", - "2020-10-17 00:45:00+02:00 8303.0\n", - "2020-10-17 01:00:00+02:00 8198.0\n", - " ... \n", - "2020-10-17 22:45:00+02:00 8798.0\n", - "2020-10-17 23:00:00+02:00 8754.0\n", - "2020-10-17 23:15:00+02:00 8596.0\n", - "2020-10-17 23:30:00+02:00 8482.0\n", - "2020-10-17 23:45:00+02:00 8390.0\n", - "Length: 96, dtype: float64" - ] - }, - "execution_count": 28, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "client.query_load(country_code=Area.BE, start=start, end=end)" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "2020-10-17 00:00:00+02:00 8668.0\n", - "2020-10-17 00:15:00+02:00 8530.0\n", - "2020-10-17 00:30:00+02:00 8412.0\n", - "2020-10-17 00:45:00+02:00 8264.0\n", - "2020-10-17 01:00:00+02:00 8167.0\n", - " ... \n", - "2020-10-17 22:45:00+02:00 8892.0\n", - "2020-10-17 23:00:00+02:00 8871.0\n", - "2020-10-17 23:15:00+02:00 8663.0\n", - "2020-10-17 23:30:00+02:00 8530.0\n", - "2020-10-17 23:45:00+02:00 8406.0\n", - "Length: 96, dtype: float64" - ] - }, - "execution_count": 29, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "client.query_load_forecast(country_code=Area.BE, start=start, end=end)" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "data": { - "text/plain": [ - "2020-10-17 00:00:00+02:00 7154.0\n", - "2020-10-17 01:00:00+02:00 7221.0\n", - "2020-10-17 02:00:00+02:00 6905.0\n", - "2020-10-17 03:00:00+02:00 6678.0\n", - "2020-10-17 04:00:00+02:00 6686.0\n", - "2020-10-17 05:00:00+02:00 6902.0\n", - "2020-10-17 06:00:00+02:00 6901.0\n", - "2020-10-17 07:00:00+02:00 7531.0\n", - "2020-10-17 08:00:00+02:00 7310.0\n", - "2020-10-17 09:00:00+02:00 7707.0\n", - "2020-10-17 10:00:00+02:00 8002.0\n", - "2020-10-17 11:00:00+02:00 8404.0\n", - "2020-10-17 12:00:00+02:00 8658.0\n", - "2020-10-17 13:00:00+02:00 8561.0\n", - "2020-10-17 14:00:00+02:00 8120.0\n", - "2020-10-17 15:00:00+02:00 8009.0\n", - "2020-10-17 16:00:00+02:00 7645.0\n", - "2020-10-17 17:00:00+02:00 7302.0\n", - "2020-10-17 18:00:00+02:00 7143.0\n", - "2020-10-17 19:00:00+02:00 7388.0\n", - "2020-10-17 20:00:00+02:00 7168.0\n", - "2020-10-17 21:00:00+02:00 7018.0\n", - "2020-10-17 22:00:00+02:00 7249.0\n", - "2020-10-17 23:00:00+02:00 7969.0\n", - "dtype: float64" - ] - }, - "execution_count": 30, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "client.query_generation_forecast(country_code=Area.BE, start=start, end=end)" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "data": { - "text/html": [ - "
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SolarWind OffshoreWind Onshore
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2020-10-17 21:00:00+02:000.01.07.0
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Bidding ZoneInstalled Capacity [MW]NameProduction TypeVoltage Connection Level [kV]
22WSAINT-000221B10YBE----------2350SAINT-GHISLAIN STEGFossil Gas150
22WDOELX4000079310YBE----------21039DOEL 4Nuclear380
22WCOOXII000070C10YBE----------2690COO II THydro Pumped Storage380
22WDROGEN000086310YBE----------2465DROGENBOS TGVFossil Gas150
22WINESCO000149P10YBE----------2138INESCO WKKFossil Gas150
22W201902131---T10YBE----------2369.6Norther Offshore WPWind Offshore220
22WMARCIN000179H10YBE----------2413Marcinelle Energie (Carsid)Fossil Gas150
22W20200608A---810YBE----------2237Mermaid Offshore WPWind Offshore220
22WSCHELD000226110YBE----------2140Scheldelaan ExxonmobilFossil Gas150
22W201909111---M10YBE----------2219.1Northwester 2Wind Offshore220
22WTHORNT000237E10YBE----------2147.6Thorntonbank - C-Power - Area NEWind Offshore150
22WDOELX3000078D10YBE----------21006DOEL 3Nuclear380
22WTHORNT000238C10YBE----------2177.6Thorntonbank - C-Power - Area SWWind Offshore150
22WT-POWE000244W10YBE----------2422T-power BeringenFossil Gas150
22WCOOXIX000067T10YBE----------2474COO I THydro Pumped Storage380
22WDOELX1000076X10YBE----------2445DOEL 1Nuclear380
22WRODENH000213L10YBE----------2268RODENHUIZE 4Biomass150
22W20161130----Z10YBE----------2165Nobelwind Offshore WindparkWind Offshore220
22WBELWIN000027110YBE----------2171Belwind Phase 1Wind Offshore150
22WHERDER000128810YBE----------2480.3HERDERSBRUG STEGFossil Gas150
22WRINGVA000209C10YBE----------2385RINGVAART STEGFossil Gas150
22WDOELX2000077N10YBE----------2433DOEL 2Nuclear380
22WZELZAT000261810YBE----------2315Zelzate 2 KnippegroenFossil Gas150
22W20180628----H10YBE----------2308Rentel Offshore WPWind Offshore220
22WZANDVL000255D10YBE----------2386.2Zandvliet PowerFossil Gas150
22WTIHANG000239G10YBE----------2481TIHANGE 1NNuclear380
22W20181005PU--J10YBE----------2255VILVOORDE GTFossil Gas150
22W20200608C---Z10YBE----------2252Seastar Offshore WPWind Offshore220
22WTIHANG000242R10YBE----------21038TIHANGE 3Nuclear380
22WTIHANG000241T10YBE----------21008TIHANGE 2Nuclear380
22WTIHANG000240V10YBE----------2481TIHANGE 1SNuclear380
22WNORTHW000187B10YBE----------2216NorthwindWind Offshore220
22WAMERCO000010Y10YBE----------2451Amercoeur 1 R TGVFossil Gas150
22WPLATEX000208N10YBE----------2144PLATE-TAILLE THydro Pumped Storage150
22W201806271---D10YBE----------2470EDF Luminus Seraing TGVFossil Gas220
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"22WRINGVA000209C 10YBE----------2 385 \n", - "22WDOELX2000077N 10YBE----------2 433 \n", - "22WZELZAT0002618 10YBE----------2 315 \n", - "22W20180628----H 10YBE----------2 308 \n", - "22WZANDVL000255D 10YBE----------2 386.2 \n", - "22WTIHANG000239G 10YBE----------2 481 \n", - "22W20181005PU--J 10YBE----------2 255 \n", - "22W20200608C---Z 10YBE----------2 252 \n", - "22WTIHANG000242R 10YBE----------2 1038 \n", - "22WTIHANG000241T 10YBE----------2 1008 \n", - "22WTIHANG000240V 10YBE----------2 481 \n", - "22WNORTHW000187B 10YBE----------2 216 \n", - "22WAMERCO000010Y 10YBE----------2 451 \n", - "22WPLATEX000208N 10YBE----------2 144 \n", - "22W201806271---D 10YBE----------2 470 \n", - "\n", - " Name Production Type \\\n", - "22WSAINT-000221B SAINT-GHISLAIN STEG Fossil Gas \n", - "22WDOELX40000793 DOEL 4 Nuclear \n", - "22WCOOXII000070C COO II T Hydro Pumped Storage \n", - "22WDROGEN0000863 DROGENBOS TGV Fossil Gas \n", - "22WINESCO000149P INESCO WKK Fossil Gas \n", - "22W201902131---T Norther Offshore WP Wind Offshore \n", - "22WMARCIN000179H Marcinelle Energie (Carsid) Fossil Gas \n", - "22W20200608A---8 Mermaid Offshore WP Wind Offshore \n", - "22WSCHELD0002261 Scheldelaan Exxonmobil Fossil Gas \n", - "22W201909111---M Northwester 2 Wind Offshore \n", - "22WTHORNT000237E Thorntonbank - C-Power - Area NE Wind Offshore \n", - "22WDOELX3000078D DOEL 3 Nuclear \n", - "22WTHORNT000238C Thorntonbank - C-Power - Area SW Wind Offshore \n", - "22WT-POWE000244W T-power Beringen Fossil Gas \n", - "22WCOOXIX000067T COO I T Hydro Pumped Storage \n", - "22WDOELX1000076X DOEL 1 Nuclear \n", - "22WRODENH000213L RODENHUIZE 4 Biomass \n", - "22W20161130----Z Nobelwind Offshore Windpark Wind Offshore \n", - "22WBELWIN0000271 Belwind Phase 1 Wind Offshore \n", - "22WHERDER0001288 HERDERSBRUG STEG Fossil Gas \n", - "22WRINGVA000209C RINGVAART STEG Fossil Gas \n", - "22WDOELX2000077N DOEL 2 Nuclear \n", - "22WZELZAT0002618 Zelzate 2 Knippegroen Fossil Gas \n", - "22W20180628----H Rentel Offshore WP Wind Offshore \n", - "22WZANDVL000255D Zandvliet Power Fossil Gas \n", - "22WTIHANG000239G TIHANGE 1N Nuclear \n", - "22W20181005PU--J VILVOORDE GT Fossil Gas \n", - "22W20200608C---Z Seastar Offshore WP Wind Offshore \n", - "22WTIHANG000242R TIHANGE 3 Nuclear \n", - "22WTIHANG000241T TIHANGE 2 Nuclear \n", - "22WTIHANG000240V TIHANGE 1S Nuclear \n", - "22WNORTHW000187B Northwind Wind Offshore \n", - "22WAMERCO000010Y Amercoeur 1 R TGV Fossil Gas \n", - "22WPLATEX000208N PLATE-TAILLE T Hydro Pumped Storage \n", - "22W201806271---D EDF Luminus Seraing TGV Fossil Gas \n", - "\n", - " Voltage Connection Level [kV] \n", - "22WSAINT-000221B 150 \n", - "22WDOELX40000793 380 \n", - "22WCOOXII000070C 380 \n", - "22WDROGEN0000863 150 \n", - "22WINESCO000149P 150 \n", - "22W201902131---T 220 \n", - "22WMARCIN000179H 150 \n", - "22W20200608A---8 220 \n", - "22WSCHELD0002261 150 \n", - "22W201909111---M 220 \n", - "22WTHORNT000237E 150 \n", - "22WDOELX3000078D 380 \n", - "22WTHORNT000238C 150 \n", - "22WT-POWE000244W 150 \n", - "22WCOOXIX000067T 380 \n", - "22WDOELX1000076X 380 \n", - 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LongShort
2020-10-17 00:00:00+02:0067.9467.94
2020-10-17 00:15:00+02:00106.12106.12
2020-10-17 00:30:00+02:0012.0012.00
2020-10-17 00:45:00+02:0012.0012.00
2020-10-17 01:00:00+02:0062.6462.64
.........
2020-10-17 22:45:00+02:0064.1964.19
2020-10-17 23:00:00+02:0075.0075.00
2020-10-17 23:15:00+02:0011.5911.59
2020-10-17 23:30:00+02:0012.0012.00
2020-10-17 23:45:00+02:0011.3211.32
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96 rows × 2 columns

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Automatic frequency restoration reserve - DownAutomatic frequency restoration reserve - UpFrequency containment reserve - SymmetricManual frequency restoration reserve - Up
2020-10-17 00:00:00+02:001.412.8994.230.65
2020-10-17 01:00:00+02:001.412.8994.230.65
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2020-10-17 04:00:00+02:001.172.7886.751.47
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2020-10-17 06:00:00+02:001.172.7886.751.47
2020-10-17 07:00:00+02:001.172.7886.751.47
2020-10-17 08:00:00+02:001.003.19114.563.39
2020-10-17 09:00:00+02:001.003.19114.563.39
2020-10-17 10:00:00+02:001.003.19114.563.39
2020-10-17 11:00:00+02:001.003.19114.563.39
2020-10-17 12:00:00+02:001.002.8845.743.00
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2020-10-17 14:00:00+02:001.002.8845.743.00
2020-10-17 15:00:00+02:001.002.8845.743.00
2020-10-17 16:00:00+02:001.003.0759.253.41
2020-10-17 17:00:00+02:001.003.0759.253.41
2020-10-17 18:00:00+02:001.003.0759.253.41
2020-10-17 19:00:00+02:001.003.0759.253.41
2020-10-17 20:00:00+02:001.003.1451.092.82
2020-10-17 21:00:00+02:001.003.1451.092.82
2020-10-17 22:00:00+02:001.003.1451.092.82
2020-10-17 23:00:00+02:001.003.1451.092.82
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" - ], - "text/plain": [ - " Automatic frequency restoration reserve - Down \\\n", - "2020-10-17 00:00:00+02:00 1.41 \n", - "2020-10-17 01:00:00+02:00 1.41 \n", - "2020-10-17 02:00:00+02:00 1.41 \n", - "2020-10-17 03:00:00+02:00 1.41 \n", - "2020-10-17 04:00:00+02:00 1.17 \n", - "2020-10-17 05:00:00+02:00 1.17 \n", - "2020-10-17 06:00:00+02:00 1.17 \n", - "2020-10-17 07:00:00+02:00 1.17 \n", - "2020-10-17 08:00:00+02:00 1.00 \n", - "2020-10-17 09:00:00+02:00 1.00 \n", - "2020-10-17 10:00:00+02:00 1.00 \n", - "2020-10-17 11:00:00+02:00 1.00 \n", - "2020-10-17 12:00:00+02:00 1.00 \n", - "2020-10-17 13:00:00+02:00 1.00 \n", - "2020-10-17 14:00:00+02:00 1.00 \n", - "2020-10-17 15:00:00+02:00 1.00 \n", - "2020-10-17 16:00:00+02:00 1.00 \n", - "2020-10-17 17:00:00+02:00 1.00 \n", - "2020-10-17 18:00:00+02:00 1.00 \n", - "2020-10-17 19:00:00+02:00 1.00 \n", - "2020-10-17 20:00:00+02:00 1.00 \n", - "2020-10-17 21:00:00+02:00 1.00 \n", - "2020-10-17 22:00:00+02:00 1.00 \n", - "2020-10-17 23:00:00+02:00 1.00 \n", - "\n", - " Automatic frequency restoration reserve - Up \\\n", - "2020-10-17 00:00:00+02:00 2.89 \n", - "2020-10-17 01:00:00+02:00 2.89 \n", - "2020-10-17 02:00:00+02:00 2.89 \n", - "2020-10-17 03:00:00+02:00 2.89 \n", - "2020-10-17 04:00:00+02:00 2.78 \n", - "2020-10-17 05:00:00+02:00 2.78 \n", - "2020-10-17 06:00:00+02:00 2.78 \n", - "2020-10-17 07:00:00+02:00 2.78 \n", - "2020-10-17 08:00:00+02:00 3.19 \n", - "2020-10-17 09:00:00+02:00 3.19 \n", - "2020-10-17 10:00:00+02:00 3.19 \n", - "2020-10-17 11:00:00+02:00 3.19 \n", - "2020-10-17 12:00:00+02:00 2.88 \n", - "2020-10-17 13:00:00+02:00 2.88 \n", - "2020-10-17 14:00:00+02:00 2.88 \n", - "2020-10-17 15:00:00+02:00 2.88 \n", - "2020-10-17 16:00:00+02:00 3.07 \n", - "2020-10-17 17:00:00+02:00 3.07 \n", - "2020-10-17 18:00:00+02:00 3.07 \n", - "2020-10-17 19:00:00+02:00 3.07 \n", - "2020-10-17 20:00:00+02:00 3.14 \n", - "2020-10-17 21:00:00+02:00 3.14 \n", - "2020-10-17 22:00:00+02:00 3.14 \n", - "2020-10-17 23:00:00+02:00 3.14 \n", - "\n", - " Frequency containment reserve - Symmetric \\\n", - "2020-10-17 00:00:00+02:00 94.23 \n", - "2020-10-17 01:00:00+02:00 94.23 \n", - "2020-10-17 02:00:00+02:00 94.23 \n", - "2020-10-17 03:00:00+02:00 94.23 \n", - "2020-10-17 04:00:00+02:00 86.75 \n", - "2020-10-17 05:00:00+02:00 86.75 \n", - "2020-10-17 06:00:00+02:00 86.75 \n", - "2020-10-17 07:00:00+02:00 86.75 \n", - "2020-10-17 08:00:00+02:00 114.56 \n", - "2020-10-17 09:00:00+02:00 114.56 \n", - "2020-10-17 10:00:00+02:00 114.56 \n", - "2020-10-17 11:00:00+02:00 114.56 \n", - "2020-10-17 12:00:00+02:00 45.74 \n", - "2020-10-17 13:00:00+02:00 45.74 \n", - "2020-10-17 14:00:00+02:00 45.74 \n", - "2020-10-17 15:00:00+02:00 45.74 \n", - "2020-10-17 16:00:00+02:00 59.25 \n", - "2020-10-17 17:00:00+02:00 59.25 \n", - "2020-10-17 18:00:00+02:00 59.25 \n", - "2020-10-17 19:00:00+02:00 59.25 \n", - "2020-10-17 20:00:00+02:00 51.09 \n", - "2020-10-17 21:00:00+02:00 51.09 \n", - "2020-10-17 22:00:00+02:00 51.09 \n", - "2020-10-17 23:00:00+02:00 51.09 \n", - "\n", - " Manual frequency restoration reserve - Up \n", - "2020-10-17 00:00:00+02:00 0.65 \n", - "2020-10-17 01:00:00+02:00 0.65 \n", - "2020-10-17 02:00:00+02:00 0.65 \n", - "2020-10-17 03:00:00+02:00 0.65 \n", - "2020-10-17 04:00:00+02:00 1.47 \n", - "2020-10-17 05:00:00+02:00 1.47 \n", - "2020-10-17 06:00:00+02:00 1.47 \n", - "2020-10-17 07:00:00+02:00 1.47 \n", - "2020-10-17 08:00:00+02:00 3.39 \n", - "2020-10-17 09:00:00+02:00 3.39 \n", - "2020-10-17 10:00:00+02:00 3.39 \n", - "2020-10-17 11:00:00+02:00 3.39 \n", - "2020-10-17 12:00:00+02:00 3.00 \n", - "2020-10-17 13:00:00+02:00 3.00 \n", - "2020-10-17 14:00:00+02:00 3.00 \n", - "2020-10-17 15:00:00+02:00 3.00 \n", - "2020-10-17 16:00:00+02:00 3.41 \n", - "2020-10-17 17:00:00+02:00 3.41 \n", - "2020-10-17 18:00:00+02:00 3.41 \n", - "2020-10-17 19:00:00+02:00 3.41 \n", - "2020-10-17 20:00:00+02:00 2.82 \n", - "2020-10-17 21:00:00+02:00 2.82 \n", - "2020-10-17 22:00:00+02:00 2.82 \n", - "2020-10-17 23:00:00+02:00 2.82 " - ] - }, - "execution_count": 38, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "client.query_contracted_reserve_prices(country_code=Area.BE, start=start, end=end, type_marketagreement_type='A01')" - ] - }, - { - "cell_type": "code", - "execution_count": 39, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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Automatic frequency restoration reserve - DownAutomatic frequency restoration reserve - UpFrequency containment reserve - SymmetricManual frequency restoration reserve - Up
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" - ], - "text/plain": [ - " Automatic frequency restoration reserve - Down \\\n", - "2020-10-17 00:00:00+02:00 145.0 \n", - "2020-10-17 01:00:00+02:00 145.0 \n", - "2020-10-17 02:00:00+02:00 145.0 \n", - "2020-10-17 03:00:00+02:00 145.0 \n", - "2020-10-17 04:00:00+02:00 145.0 \n", - "2020-10-17 05:00:00+02:00 145.0 \n", - "2020-10-17 06:00:00+02:00 145.0 \n", - "2020-10-17 07:00:00+02:00 145.0 \n", - "2020-10-17 08:00:00+02:00 145.0 \n", - "2020-10-17 09:00:00+02:00 145.0 \n", - "2020-10-17 10:00:00+02:00 145.0 \n", - "2020-10-17 11:00:00+02:00 145.0 \n", - "2020-10-17 12:00:00+02:00 145.0 \n", - "2020-10-17 13:00:00+02:00 145.0 \n", - "2020-10-17 14:00:00+02:00 145.0 \n", - "2020-10-17 15:00:00+02:00 145.0 \n", - "2020-10-17 16:00:00+02:00 145.0 \n", - "2020-10-17 17:00:00+02:00 145.0 \n", - "2020-10-17 18:00:00+02:00 145.0 \n", - "2020-10-17 19:00:00+02:00 145.0 \n", - "2020-10-17 20:00:00+02:00 145.0 \n", - "2020-10-17 21:00:00+02:00 145.0 \n", - "2020-10-17 22:00:00+02:00 145.0 \n", - "2020-10-17 23:00:00+02:00 145.0 \n", - "\n", - " Automatic frequency restoration reserve - Up \\\n", - "2020-10-17 00:00:00+02:00 145.0 \n", - "2020-10-17 01:00:00+02:00 145.0 \n", - "2020-10-17 02:00:00+02:00 145.0 \n", - "2020-10-17 03:00:00+02:00 145.0 \n", - "2020-10-17 04:00:00+02:00 145.0 \n", - "2020-10-17 05:00:00+02:00 145.0 \n", - "2020-10-17 06:00:00+02:00 145.0 \n", - "2020-10-17 07:00:00+02:00 145.0 \n", - "2020-10-17 08:00:00+02:00 145.0 \n", - "2020-10-17 09:00:00+02:00 145.0 \n", - "2020-10-17 10:00:00+02:00 145.0 \n", - "2020-10-17 11:00:00+02:00 145.0 \n", - "2020-10-17 12:00:00+02:00 145.0 \n", - "2020-10-17 13:00:00+02:00 145.0 \n", - "2020-10-17 14:00:00+02:00 145.0 \n", - "2020-10-17 15:00:00+02:00 145.0 \n", - "2020-10-17 16:00:00+02:00 145.0 \n", - "2020-10-17 17:00:00+02:00 145.0 \n", - "2020-10-17 18:00:00+02:00 145.0 \n", - "2020-10-17 19:00:00+02:00 145.0 \n", - "2020-10-17 20:00:00+02:00 145.0 \n", - "2020-10-17 21:00:00+02:00 145.0 \n", - "2020-10-17 22:00:00+02:00 145.0 \n", - "2020-10-17 23:00:00+02:00 145.0 \n", - "\n", - " Frequency containment reserve - Symmetric \\\n", - "2020-10-17 00:00:00+02:00 24.0 \n", - "2020-10-17 01:00:00+02:00 24.0 \n", - "2020-10-17 02:00:00+02:00 24.0 \n", - "2020-10-17 03:00:00+02:00 24.0 \n", - "2020-10-17 04:00:00+02:00 24.0 \n", - "2020-10-17 05:00:00+02:00 24.0 \n", - "2020-10-17 06:00:00+02:00 24.0 \n", - "2020-10-17 07:00:00+02:00 24.0 \n", - "2020-10-17 08:00:00+02:00 24.0 \n", - "2020-10-17 09:00:00+02:00 24.0 \n", - "2020-10-17 10:00:00+02:00 24.0 \n", - "2020-10-17 11:00:00+02:00 24.0 \n", - "2020-10-17 12:00:00+02:00 24.0 \n", - "2020-10-17 13:00:00+02:00 24.0 \n", - "2020-10-17 14:00:00+02:00 24.0 \n", - "2020-10-17 15:00:00+02:00 24.0 \n", - "2020-10-17 16:00:00+02:00 24.0 \n", - "2020-10-17 17:00:00+02:00 24.0 \n", - "2020-10-17 18:00:00+02:00 24.0 \n", - "2020-10-17 19:00:00+02:00 24.0 \n", - "2020-10-17 20:00:00+02:00 31.0 \n", - "2020-10-17 21:00:00+02:00 31.0 \n", - "2020-10-17 22:00:00+02:00 31.0 \n", - "2020-10-17 23:00:00+02:00 31.0 \n", - "\n", - " Manual frequency restoration reserve - Up \n", - "2020-10-17 00:00:00+02:00 850.0 \n", - "2020-10-17 01:00:00+02:00 850.0 \n", - "2020-10-17 02:00:00+02:00 850.0 \n", - "2020-10-17 03:00:00+02:00 850.0 \n", - "2020-10-17 04:00:00+02:00 850.0 \n", - "2020-10-17 05:00:00+02:00 850.0 \n", - "2020-10-17 06:00:00+02:00 850.0 \n", - "2020-10-17 07:00:00+02:00 850.0 \n", - "2020-10-17 08:00:00+02:00 850.0 \n", - "2020-10-17 09:00:00+02:00 850.0 \n", - "2020-10-17 10:00:00+02:00 850.0 \n", - "2020-10-17 11:00:00+02:00 850.0 \n", - "2020-10-17 12:00:00+02:00 850.0 \n", - "2020-10-17 13:00:00+02:00 850.0 \n", - "2020-10-17 14:00:00+02:00 850.0 \n", - "2020-10-17 15:00:00+02:00 850.0 \n", - "2020-10-17 16:00:00+02:00 850.0 \n", - "2020-10-17 17:00:00+02:00 850.0 \n", - "2020-10-17 18:00:00+02:00 850.0 \n", - "2020-10-17 19:00:00+02:00 850.0 \n", - "2020-10-17 20:00:00+02:00 850.0 \n", - "2020-10-17 21:00:00+02:00 850.0 \n", - "2020-10-17 22:00:00+02:00 850.0 \n", - "2020-10-17 23:00:00+02:00 850.0 " - ] - }, - "execution_count": 39, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "client.query_contracted_reserve_amount(country_code=Area.BE, start=start, end=end, type_marketagreement_type='A01')" - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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" - ], - "text/plain": [ - "Empty DataFrame\n", - "Columns: [docstatus, businesstype, in_domain, out_domain, qty_uom, curvetype, start, end, resolution, pstn, avail_qty]\n", - "Index: []" - ] - }, - "execution_count": 42, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "client.query_unavailability_transmission(country_code_from=Area.BE, country_code_to=Area.NL, start=start, end=end)" - ] - }, - { - "cell_type": "code", - "execution_count": 43, - "metadata": {}, - "outputs": [ - { - "ename": "NoMatchingDataError", - "evalue": "", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mNoMatchingDataError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mclient\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mquery_withdrawn_unavailability_of_generation_units\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcountry_code\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mArea\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBE\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstart\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mstart\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mend\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mend\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;32m~/EnergieID/entsoe-py/entsoe/entsoe.py\u001b[0m in \u001b[0;36mquery_withdrawn_unavailability_of_generation_units\u001b[0;34m(self, country_code, start, end)\u001b[0m\n\u001b[1;32m 1352\u001b[0m \"\"\"\n\u001b[1;32m 1353\u001b[0m df = self.query_unavailability_of_generation_units(\n\u001b[0;32m-> 1354\u001b[0;31m country_code=country_code, start=start, end=end, docstatus='A13')\n\u001b[0m\u001b[1;32m 1355\u001b[0m \u001b[0mdf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtruncate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbefore\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mstart\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mafter\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mend\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1356\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mdf\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/EnergieID/entsoe-py/entsoe/entsoe.py\u001b[0m in \u001b[0;36mquery_unavailability_of_generation_units\u001b[0;34m(self, country_code, start, end, docstatus, periodstartupdate, periodendupdate)\u001b[0m\n\u001b[1;32m 1273\u001b[0m \u001b[0mcountry_code\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcountry_code\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstart\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mstart\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mend\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mend\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdoctype\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"A80\"\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1274\u001b[0m \u001b[0mdocstatus\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdocstatus\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mperiodstartupdate\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mperiodstartupdate\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1275\u001b[0;31m periodendupdate=periodendupdate)\n\u001b[0m\u001b[1;32m 1276\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mdf\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1277\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/EnergieID/entsoe-py/entsoe/entsoe.py\u001b[0m in \u001b[0;36myear_wrapper\u001b[0;34m(start, end, *args, **kwargs)\u001b[0m\n\u001b[1;32m 833\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0msum\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mf\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mf\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mframes\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mframes\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 834\u001b[0m \u001b[0;31m# All the data returned are void\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 835\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mNoMatchingDataError\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 836\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 837\u001b[0m \u001b[0mdf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconcat\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mframes\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msort\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mNoMatchingDataError\u001b[0m: " - ] - } - ], - "source": [ - "client.query_withdrawn_unavailability_of_generation_units(country_code=Area.BE, start=start, end=end)" - ] - }, - { - "cell_type": "code", - "execution_count": 44, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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Amercoeur 1 R GTAmercoeur 1 R STBelwind Phase 1COO 1 TCOO 2 TCOO 3 TCOO 4 TCOO 5 TCOO 6 TDOEL 1...Seastar Offshore WPTIHANGE 1NTIHANGE 1STIHANGE 2TIHANGE 3Thorntonbank - C-Power - Area NEThorntonbank - C-Power - Area SWVILVOORDE GTZandvliet PowerZelzate 2 Knippegroen
2020-10-17 00:00:00+02:00203.0129.012.00.00.039.00.00.00.0451.0...2.00.00.01003.0868.00.00.00.0381.0282.0
2020-10-17 01:00:00+02:00164.0115.06.00.00.00.00.00.00.0451.0...1.00.00.01003.0884.00.00.00.0381.0283.0
2020-10-17 02:00:00+02:00182.0121.00.00.00.00.00.00.00.0450.0...0.00.00.01003.0908.00.00.00.0380.0284.0
2020-10-17 03:00:00+02:00187.0122.00.00.00.00.00.00.00.0451.0...0.00.00.01003.0936.00.00.00.0380.0197.0
2020-10-17 04:00:00+02:00194.0125.00.00.00.00.00.00.00.0452.0...0.00.00.01003.0943.00.00.00.0380.0243.0
2020-10-17 05:00:00+02:00189.0123.00.00.00.00.00.00.00.0452.0...0.00.00.01003.0943.00.00.00.0379.0269.0
2020-10-17 06:00:00+02:00194.0125.00.00.00.00.00.00.00.0452.0...0.00.00.01002.0943.00.00.00.0381.0234.0
2020-10-17 07:00:00+02:00186.0122.00.00.00.00.00.00.00.0452.0...0.00.00.01003.0938.00.00.00.0380.0263.0
2020-10-17 08:00:00+02:00195.0126.00.00.00.00.00.00.00.0452.0...0.00.00.01005.0942.00.00.00.0380.0267.0
2020-10-17 09:00:00+02:00207.0130.00.00.00.00.00.00.00.0451.0...0.00.00.01005.0944.00.00.00.0380.0267.0
2020-10-17 10:00:00+02:00222.0135.00.00.00.00.0118.00.0155.0451.0...0.00.00.01005.0943.00.00.00.0379.0172.0
2020-10-17 11:00:00+02:00191.0124.00.00.00.00.013.00.0174.0451.0...0.00.00.01005.0938.00.00.00.0380.0228.0
2020-10-17 12:00:00+02:00215.0133.00.00.00.00.00.00.038.0451.0...0.00.00.01005.0936.00.00.00.0381.0205.0
2020-10-17 13:00:00+02:00203.0130.00.00.00.00.00.00.00.0451.0...0.00.00.01005.0935.00.00.00.0380.0227.0
2020-10-17 14:00:00+02:00203.0132.00.00.00.00.00.00.00.0450.0...0.00.00.01005.0939.00.00.00.0381.0143.0
2020-10-17 15:00:00+02:00196.0127.00.00.00.023.00.00.00.0451.0...0.00.00.01004.0940.00.00.00.0381.0147.0
2020-10-17 16:00:00+02:00188.0123.00.00.00.046.00.00.00.0451.0...0.00.00.01004.0939.00.00.00.0378.0170.0
2020-10-17 17:00:00+02:00169.0117.00.00.00.015.00.00.039.0451.0...0.00.00.01004.0939.00.00.00.0380.0271.0
2020-10-17 18:00:00+02:00201.0128.00.00.00.051.00.00.012.0451.0...0.00.00.01004.0939.00.00.00.0381.0287.0
2020-10-17 19:00:00+02:00209.0135.00.00.00.087.00.00.0122.0452.0...0.00.00.01004.0939.00.00.00.0380.0287.0
2020-10-17 20:00:00+02:00205.0131.00.020.00.00.00.00.03.0451.0...0.00.00.01005.0940.00.00.00.0381.0259.0
2020-10-17 21:00:00+02:00204.0129.00.00.00.00.00.00.00.0451.0...0.00.00.01004.0940.00.00.00.0381.0275.0
2020-10-17 22:00:00+02:00220.0134.00.00.00.00.00.00.00.0451.0...0.00.00.01004.0940.00.00.00.0381.0275.0
2020-10-17 23:00:00+02:00192.0125.00.00.00.00.00.00.00.0450.0...0.00.00.01005.0938.00.00.00.0380.0250.0
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24 rows × 44 columns

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"2020-10-17 21:00:00+02:00 204.0 129.0 \n", - "2020-10-17 22:00:00+02:00 220.0 134.0 \n", - "2020-10-17 23:00:00+02:00 192.0 125.0 \n", - "\n", - " Belwind Phase 1 COO 1 T COO 2 T COO 3 T \\\n", - "2020-10-17 00:00:00+02:00 12.0 0.0 0.0 39.0 \n", - "2020-10-17 01:00:00+02:00 6.0 0.0 0.0 0.0 \n", - "2020-10-17 02:00:00+02:00 0.0 0.0 0.0 0.0 \n", - "2020-10-17 03:00:00+02:00 0.0 0.0 0.0 0.0 \n", - "2020-10-17 04:00:00+02:00 0.0 0.0 0.0 0.0 \n", - "2020-10-17 05:00:00+02:00 0.0 0.0 0.0 0.0 \n", - "2020-10-17 06:00:00+02:00 0.0 0.0 0.0 0.0 \n", - "2020-10-17 07:00:00+02:00 0.0 0.0 0.0 0.0 \n", - "2020-10-17 08:00:00+02:00 0.0 0.0 0.0 0.0 \n", - "2020-10-17 09:00:00+02:00 0.0 0.0 0.0 0.0 \n", - "2020-10-17 10:00:00+02:00 0.0 0.0 0.0 0.0 \n", - "2020-10-17 11:00:00+02:00 0.0 0.0 0.0 0.0 \n", - "2020-10-17 12:00:00+02:00 0.0 0.0 0.0 0.0 \n", - "2020-10-17 13:00:00+02:00 0.0 0.0 0.0 0.0 \n", - "2020-10-17 14:00:00+02:00 0.0 0.0 0.0 0.0 \n", - "2020-10-17 15:00:00+02:00 0.0 0.0 0.0 23.0 \n", - "2020-10-17 16:00:00+02:00 0.0 0.0 0.0 46.0 \n", - "2020-10-17 17:00:00+02:00 0.0 0.0 0.0 15.0 \n", - "2020-10-17 18:00:00+02:00 0.0 0.0 0.0 51.0 \n", - "2020-10-17 19:00:00+02:00 0.0 0.0 0.0 87.0 \n", - "2020-10-17 20:00:00+02:00 0.0 20.0 0.0 0.0 \n", - "2020-10-17 21:00:00+02:00 0.0 0.0 0.0 0.0 \n", - "2020-10-17 22:00:00+02:00 0.0 0.0 0.0 0.0 \n", - "2020-10-17 23:00:00+02:00 0.0 0.0 0.0 0.0 \n", - "\n", - " COO 4 T COO 5 T COO 6 T DOEL 1 ... \\\n", - "2020-10-17 00:00:00+02:00 0.0 0.0 0.0 451.0 ... \n", - "2020-10-17 01:00:00+02:00 0.0 0.0 0.0 451.0 ... \n", - "2020-10-17 02:00:00+02:00 0.0 0.0 0.0 450.0 ... \n", - "2020-10-17 03:00:00+02:00 0.0 0.0 0.0 451.0 ... \n", - "2020-10-17 04:00:00+02:00 0.0 0.0 0.0 452.0 ... \n", - "2020-10-17 05:00:00+02:00 0.0 0.0 0.0 452.0 ... \n", - "2020-10-17 06:00:00+02:00 0.0 0.0 0.0 452.0 ... \n", - "2020-10-17 07:00:00+02:00 0.0 0.0 0.0 452.0 ... \n", - "2020-10-17 08:00:00+02:00 0.0 0.0 0.0 452.0 ... \n", - "2020-10-17 09:00:00+02:00 0.0 0.0 0.0 451.0 ... \n", - "2020-10-17 10:00:00+02:00 118.0 0.0 155.0 451.0 ... \n", - "2020-10-17 11:00:00+02:00 13.0 0.0 174.0 451.0 ... \n", - "2020-10-17 12:00:00+02:00 0.0 0.0 38.0 451.0 ... \n", - "2020-10-17 13:00:00+02:00 0.0 0.0 0.0 451.0 ... \n", - "2020-10-17 14:00:00+02:00 0.0 0.0 0.0 450.0 ... \n", - "2020-10-17 15:00:00+02:00 0.0 0.0 0.0 451.0 ... \n", - "2020-10-17 16:00:00+02:00 0.0 0.0 0.0 451.0 ... \n", - "2020-10-17 17:00:00+02:00 0.0 0.0 39.0 451.0 ... \n", - "2020-10-17 18:00:00+02:00 0.0 0.0 12.0 451.0 ... \n", - "2020-10-17 19:00:00+02:00 0.0 0.0 122.0 452.0 ... \n", - "2020-10-17 20:00:00+02:00 0.0 0.0 3.0 451.0 ... \n", - "2020-10-17 21:00:00+02:00 0.0 0.0 0.0 451.0 ... \n", - "2020-10-17 22:00:00+02:00 0.0 0.0 0.0 451.0 ... \n", - "2020-10-17 23:00:00+02:00 0.0 0.0 0.0 450.0 ... \n", - "\n", - " Seastar Offshore WP TIHANGE 1N TIHANGE 1S \\\n", - "2020-10-17 00:00:00+02:00 2.0 0.0 0.0 \n", - "2020-10-17 01:00:00+02:00 1.0 0.0 0.0 \n", - "2020-10-17 02:00:00+02:00 0.0 0.0 0.0 \n", - "2020-10-17 03:00:00+02:00 0.0 0.0 0.0 \n", - 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"\n", - " Thorntonbank - C-Power - Area SW VILVOORDE GT \\\n", - "2020-10-17 00:00:00+02:00 0.0 0.0 \n", - "2020-10-17 01:00:00+02:00 0.0 0.0 \n", - "2020-10-17 02:00:00+02:00 0.0 0.0 \n", - "2020-10-17 03:00:00+02:00 0.0 0.0 \n", - "2020-10-17 04:00:00+02:00 0.0 0.0 \n", - "2020-10-17 05:00:00+02:00 0.0 0.0 \n", - "2020-10-17 06:00:00+02:00 0.0 0.0 \n", - "2020-10-17 07:00:00+02:00 0.0 0.0 \n", - "2020-10-17 08:00:00+02:00 0.0 0.0 \n", - "2020-10-17 09:00:00+02:00 0.0 0.0 \n", - "2020-10-17 10:00:00+02:00 0.0 0.0 \n", - "2020-10-17 11:00:00+02:00 0.0 0.0 \n", - "2020-10-17 12:00:00+02:00 0.0 0.0 \n", - "2020-10-17 13:00:00+02:00 0.0 0.0 \n", - "2020-10-17 14:00:00+02:00 0.0 0.0 \n", - "2020-10-17 15:00:00+02:00 0.0 0.0 \n", - "2020-10-17 16:00:00+02:00 0.0 0.0 \n", - "2020-10-17 17:00:00+02:00 0.0 0.0 \n", - "2020-10-17 18:00:00+02:00 0.0 0.0 \n", - "2020-10-17 19:00:00+02:00 0.0 0.0 \n", - "2020-10-17 20:00:00+02:00 0.0 0.0 \n", - "2020-10-17 21:00:00+02:00 0.0 0.0 \n", - "2020-10-17 22:00:00+02:00 0.0 0.0 \n", - 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GenerationImport
BiomassFossil GasHydro Pumped StorageHydro Run-of-river and poundageNuclearOtherSolarWasteWind OffshoreWind OnshoreNLFRDE_LU
2020-10-17 00:00:00+02:0060.03505.038.03.03780.0529.00.0170.053.029.02424.00.040.0
2020-10-17 01:00:00+02:0047.03309.0-76.03.03796.0569.00.0169.023.025.02073.00.018.0
2020-10-17 02:00:00+02:0047.03340.0-209.03.03818.0570.00.0171.0-19.013.01952.00.00.0
2020-10-17 03:00:00+02:0047.02961.0-153.03.03848.0561.00.0170.0-24.04.01613.00.00.0
2020-10-17 04:00:00+02:0047.02910.0-197.03.03857.0598.00.0169.0-23.03.01504.00.00.0
2020-10-17 05:00:00+02:0048.03094.0-205.03.03858.0607.00.0171.0-23.03.01649.00.00.0
2020-10-17 06:00:00+02:0047.03093.0-43.03.03858.0611.00.0170.0-23.02.01638.00.00.0
2020-10-17 07:00:00+02:0048.03089.0-89.03.03853.0665.00.0169.0-22.03.01638.00.010.0
2020-10-17 08:00:00+02:0048.03111.0-84.03.03857.0720.028.0172.0-21.04.01475.0235.00.0
2020-10-17 09:00:00+02:0047.03116.0-2.03.03858.0764.0188.0171.0-21.04.01143.0665.00.0
2020-10-17 10:00:00+02:0048.02961.0273.04.03856.0781.0383.0170.00.03.01157.0732.00.0
2020-10-17 11:00:00+02:0048.03132.0187.04.03853.0732.0691.0172.01.02.01183.0637.00.0
2020-10-17 12:00:00+02:0047.03188.037.04.03849.0713.01032.0170.0-23.03.01335.024.00.0
2020-10-17 13:00:00+02:0047.03084.0-299.04.03848.0693.01185.0172.0-23.03.01285.00.00.0
2020-10-17 14:00:00+02:0047.03044.0-331.04.03850.0693.01173.0173.0-23.04.01170.0112.00.0
2020-10-17 15:00:00+02:0048.03117.022.03.03851.0738.0914.0162.0-18.04.0467.0678.00.0
2020-10-17 16:00:00+02:0047.03139.045.03.03850.0737.0539.0162.0-20.04.0273.01287.00.0
2020-10-17 17:00:00+02:0048.03329.053.03.03851.0715.0212.0162.0-20.02.047.01706.00.0
2020-10-17 18:00:00+02:0047.03520.061.03.03851.0700.022.0163.0-22.02.0642.01703.00.0
2020-10-17 19:00:00+02:0048.03536.0208.03.03849.0749.00.0160.0-23.02.01572.0854.028.0
2020-10-17 20:00:00+02:0048.03307.023.03.03852.0744.00.0157.0-21.03.02446.02.0111.0
2020-10-17 21:00:00+02:0047.03351.00.03.03851.0693.00.0162.0-23.04.02351.00.074.0
2020-10-17 22:00:00+02:0047.03441.0-2.03.03851.0640.00.0163.0-23.05.02451.00.0116.0
2020-10-17 23:00:00+02:0047.03309.0-4.03.03849.0635.00.0163.0-23.08.02204.00.0NaN
\n", - "
" - ], - "text/plain": [ - " Generation \\\n", - " Biomass Fossil Gas Hydro Pumped Storage \n", - "2020-10-17 00:00:00+02:00 60.0 3505.0 38.0 \n", - "2020-10-17 01:00:00+02:00 47.0 3309.0 -76.0 \n", - "2020-10-17 02:00:00+02:00 47.0 3340.0 -209.0 \n", - "2020-10-17 03:00:00+02:00 47.0 2961.0 -153.0 \n", - "2020-10-17 04:00:00+02:00 47.0 2910.0 -197.0 \n", - "2020-10-17 05:00:00+02:00 48.0 3094.0 -205.0 \n", - "2020-10-17 06:00:00+02:00 47.0 3093.0 -43.0 \n", - "2020-10-17 07:00:00+02:00 48.0 3089.0 -89.0 \n", - "2020-10-17 08:00:00+02:00 48.0 3111.0 -84.0 \n", - "2020-10-17 09:00:00+02:00 47.0 3116.0 -2.0 \n", - "2020-10-17 10:00:00+02:00 48.0 2961.0 273.0 \n", - "2020-10-17 11:00:00+02:00 48.0 3132.0 187.0 \n", - "2020-10-17 12:00:00+02:00 47.0 3188.0 37.0 \n", - "2020-10-17 13:00:00+02:00 47.0 3084.0 -299.0 \n", - "2020-10-17 14:00:00+02:00 47.0 3044.0 -331.0 \n", - "2020-10-17 15:00:00+02:00 48.0 3117.0 22.0 \n", - "2020-10-17 16:00:00+02:00 47.0 3139.0 45.0 \n", - "2020-10-17 17:00:00+02:00 48.0 3329.0 53.0 \n", - "2020-10-17 18:00:00+02:00 47.0 3520.0 61.0 \n", - "2020-10-17 19:00:00+02:00 48.0 3536.0 208.0 \n", - "2020-10-17 20:00:00+02:00 48.0 3307.0 23.0 \n", - "2020-10-17 21:00:00+02:00 47.0 3351.0 0.0 \n", - "2020-10-17 22:00:00+02:00 47.0 3441.0 -2.0 \n", - "2020-10-17 23:00:00+02:00 47.0 3309.0 -4.0 \n", - "\n", - " \\\n", - " Hydro Run-of-river and poundage Nuclear Other \n", - "2020-10-17 00:00:00+02:00 3.0 3780.0 529.0 \n", - "2020-10-17 01:00:00+02:00 3.0 3796.0 569.0 \n", - "2020-10-17 02:00:00+02:00 3.0 3818.0 570.0 \n", - "2020-10-17 03:00:00+02:00 3.0 3848.0 561.0 \n", - "2020-10-17 04:00:00+02:00 3.0 3857.0 598.0 \n", - "2020-10-17 05:00:00+02:00 3.0 3858.0 607.0 \n", - "2020-10-17 06:00:00+02:00 3.0 3858.0 611.0 \n", - "2020-10-17 07:00:00+02:00 3.0 3853.0 665.0 \n", - "2020-10-17 08:00:00+02:00 3.0 3857.0 720.0 \n", - "2020-10-17 09:00:00+02:00 3.0 3858.0 764.0 \n", - "2020-10-17 10:00:00+02:00 4.0 3856.0 781.0 \n", - "2020-10-17 11:00:00+02:00 4.0 3853.0 732.0 \n", - "2020-10-17 12:00:00+02:00 4.0 3849.0 713.0 \n", - "2020-10-17 13:00:00+02:00 4.0 3848.0 693.0 \n", - "2020-10-17 14:00:00+02:00 4.0 3850.0 693.0 \n", - "2020-10-17 15:00:00+02:00 3.0 3851.0 738.0 \n", - "2020-10-17 16:00:00+02:00 3.0 3850.0 737.0 \n", - "2020-10-17 17:00:00+02:00 3.0 3851.0 715.0 \n", - "2020-10-17 18:00:00+02:00 3.0 3851.0 700.0 \n", - "2020-10-17 19:00:00+02:00 3.0 3849.0 749.0 \n", - "2020-10-17 20:00:00+02:00 3.0 3852.0 744.0 \n", - "2020-10-17 21:00:00+02:00 3.0 3851.0 693.0 \n", - "2020-10-17 22:00:00+02:00 3.0 3851.0 640.0 \n", - "2020-10-17 23:00:00+02:00 3.0 3849.0 635.0 \n", - "\n", - " Import \\\n", - " Solar Waste Wind Offshore Wind Onshore NL \n", - "2020-10-17 00:00:00+02:00 0.0 170.0 53.0 29.0 2424.0 \n", - "2020-10-17 01:00:00+02:00 0.0 169.0 23.0 25.0 2073.0 \n", - "2020-10-17 02:00:00+02:00 0.0 171.0 -19.0 13.0 1952.0 \n", - "2020-10-17 03:00:00+02:00 0.0 170.0 -24.0 4.0 1613.0 \n", - "2020-10-17 04:00:00+02:00 0.0 169.0 -23.0 3.0 1504.0 \n", - "2020-10-17 05:00:00+02:00 0.0 171.0 -23.0 3.0 1649.0 \n", - "2020-10-17 06:00:00+02:00 0.0 170.0 -23.0 2.0 1638.0 \n", - "2020-10-17 07:00:00+02:00 0.0 169.0 -22.0 3.0 1638.0 \n", - "2020-10-17 08:00:00+02:00 28.0 172.0 -21.0 4.0 1475.0 \n", - "2020-10-17 09:00:00+02:00 188.0 171.0 -21.0 4.0 1143.0 \n", - "2020-10-17 10:00:00+02:00 383.0 170.0 0.0 3.0 1157.0 \n", - "2020-10-17 11:00:00+02:00 691.0 172.0 1.0 2.0 1183.0 \n", - "2020-10-17 12:00:00+02:00 1032.0 170.0 -23.0 3.0 1335.0 \n", - "2020-10-17 13:00:00+02:00 1185.0 172.0 -23.0 3.0 1285.0 \n", - "2020-10-17 14:00:00+02:00 1173.0 173.0 -23.0 4.0 1170.0 \n", - "2020-10-17 15:00:00+02:00 914.0 162.0 -18.0 4.0 467.0 \n", - "2020-10-17 16:00:00+02:00 539.0 162.0 -20.0 4.0 273.0 \n", - "2020-10-17 17:00:00+02:00 212.0 162.0 -20.0 2.0 47.0 \n", - "2020-10-17 18:00:00+02:00 22.0 163.0 -22.0 2.0 642.0 \n", - "2020-10-17 19:00:00+02:00 0.0 160.0 -23.0 2.0 1572.0 \n", - "2020-10-17 20:00:00+02:00 0.0 157.0 -21.0 3.0 2446.0 \n", - "2020-10-17 21:00:00+02:00 0.0 162.0 -23.0 4.0 2351.0 \n", - "2020-10-17 22:00:00+02:00 0.0 163.0 -23.0 5.0 2451.0 \n", - "2020-10-17 23:00:00+02:00 0.0 163.0 -23.0 8.0 2204.0 \n", - "\n", - " \n", - " FR DE_LU \n", - "2020-10-17 00:00:00+02:00 0.0 40.0 \n", - "2020-10-17 01:00:00+02:00 0.0 18.0 \n", - "2020-10-17 02:00:00+02:00 0.0 0.0 \n", - "2020-10-17 03:00:00+02:00 0.0 0.0 \n", - "2020-10-17 04:00:00+02:00 0.0 0.0 \n", - "2020-10-17 05:00:00+02:00 0.0 0.0 \n", - "2020-10-17 06:00:00+02:00 0.0 0.0 \n", - "2020-10-17 07:00:00+02:00 0.0 10.0 \n", - "2020-10-17 08:00:00+02:00 235.0 0.0 \n", - "2020-10-17 09:00:00+02:00 665.0 0.0 \n", - "2020-10-17 10:00:00+02:00 732.0 0.0 \n", - "2020-10-17 11:00:00+02:00 637.0 0.0 \n", - "2020-10-17 12:00:00+02:00 24.0 0.0 \n", - "2020-10-17 13:00:00+02:00 0.0 0.0 \n", - "2020-10-17 14:00:00+02:00 112.0 0.0 \n", - "2020-10-17 15:00:00+02:00 678.0 0.0 \n", - "2020-10-17 16:00:00+02:00 1287.0 0.0 \n", - "2020-10-17 17:00:00+02:00 1706.0 0.0 \n", - "2020-10-17 18:00:00+02:00 1703.0 0.0 \n", - "2020-10-17 19:00:00+02:00 854.0 28.0 \n", - "2020-10-17 20:00:00+02:00 2.0 111.0 \n", - "2020-10-17 21:00:00+02:00 0.0 74.0 \n", - "2020-10-17 22:00:00+02:00 0.0 116.0 \n", - "2020-10-17 23:00:00+02:00 0.0 NaN " - ] - }, - "execution_count": 46, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "client.query_generation_import(country_code=Area.BE, start=start, end=end)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -}