diff --git a/project/DataPrep_EDA.ipynb b/project/DataPrep_EDA.ipynb index 6b5482e..49a3364 100644 --- a/project/DataPrep_EDA.ipynb +++ b/project/DataPrep_EDA.ipynb @@ -31,13 +31,18 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Problem Summary\n", - "We are conducting a data mining project focused on analyzing driver performance in Formula One. Our goal is to correlate driver performance with track and weather conditions, and to predict future race results using these correlations. We will apply various data mining techniques learned throughout the course to extract meaningful insights from the dataset." + "## Problem Statement\n", + "We are analyzing Formula One driver performance to understand and predict race outcomes based on various conditions. Specifically, we aim to:\n", + "1. Predict lap times based on weather and track conditions\n", + "2. Understand how different variables affect driver performance\n", + "3. Create models that can forecast race performance\n", + "\n", + "This is primarily a regression problem, as we're predicting continuous values (lap times) based on multiple features." ] }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 23, "metadata": { "ExecuteTime": { "end_time": "2024-11-20T02:14:34.811557Z", @@ -53,402 +58,1545 @@ "import seaborn as sns\n", "import os\n", "\n", + "import fastf1\n", + "import fastf1.plotting\n", "from fastf1.ergast.structure import FastestLap" ] }, { "cell_type": "code", - "execution_count": 2, - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-20T02:14:38.532179Z", - "start_time": "2024-11-20T02:14:36.799495Z" - } - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "req WARNING \tDEFAULT CACHE ENABLED! (188.1 MB) /Users/soconnor/Library/Caches/fastf1\n", - "core INFO \tLoading data for Italian Grand Prix - Qualifying [v3.4.4]\n", - "req INFO \tUsing cached data for session_info\n", - "req INFO \tUsing cached data for driver_info\n", - "req INFO \tUsing cached data for session_status_data\n", - "req INFO \tUsing cached data for track_status_data\n", - "req INFO \tUsing cached data for _extended_timing_data\n", - "req INFO \tUsing cached data for timing_app_data\n", - "core INFO \tProcessing timing data...\n", - "req INFO \tUsing cached data for car_data\n", - "req INFO \tUsing cached data for position_data\n", - "req INFO \tUsing cached data for weather_data\n", - "req INFO \tUsing cached data for race_control_messages\n", - "core INFO \tFinished loading data for 20 drivers: ['16', '44', '77', '5', '3', '27', '55', '23', '18', '7', '99', '20', '26', '4', '10', '8', '11', '63', '88', '33']\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": 24, + "metadata": {}, + "outputs": [], "source": [ - "# FastF1 Example\n", - "import fastf1\n", - "import fastf1.plotting\n", + "# Set up FastF1 plotting and caching\n", + "cache_dir = '../data/cache'\n", + "if not os.path.exists(cache_dir):\n", + " os.makedirs(cache_dir)\n", "\n", - "fastf1.plotting.setup_mpl(misc_mpl_mods=False, color_scheme=None)\n", - "\n", - "session = fastf1.get_session(2019, 'Monza', 'Q')\n", - "session.load()\n", - "\n", - "fast_leclerc = session.laps.pick_drivers('LEC').pick_fastest()\n", - "lec_car_data = fast_leclerc.get_car_data()\n", - "t = lec_car_data['Time']\n", - "vCar = lec_car_data['Speed']\n", - "\n", - "# The rest is just plotting\n", - "fig, ax = plt.subplots()\n", - "ax.plot(t, vCar, label='Fast')\n", - "ax.set_xlabel('Time')\n", - "ax.set_ylabel('Speed [Km/h]')\n", - "ax.set_title('Leclerc is')\n", - "ax.legend()\n", - "plt.show()" + "fastf1.Cache.enable_cache(cache_dir)\n", + "fastf1.plotting.setup_mpl(misc_mpl_mods=False, color_scheme=None)" ] }, { "cell_type": "code", - "execution_count": 3, - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-20T03:31:25.964278Z", - "start_time": "2024-11-20T03:29:39.724591Z" - } - }, + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "# Define years, sessions, and events of interest\n", + "years = [2021, 2022, 2023, 2024]\n", + "sessions = ['Race']\n", + "events = ['Bahrain Grand Prix', 'British Grand Prix', 'United States Grand Prix', 'Mexico City Grand Prix', 'São Paulo Grand Prix'] \n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Why these events, sessions, and years?\n", + "\n", + "These events were chosen because they are all currently scheduled for the 2024 season, as well as having occurred in previous years. \n", + "\n", + "Each event has a specific set of conditions that may affect driver performance:\n", + "- Bahrain: Hot and humid, with high track temperatures\n", + "- British: Cool and changeable, with frequent rain\n", + "- United States: Very hot, with high track temperatures\n", + "- Mexico City: Cool and changeable, with frequent rain\n", + "- São Paulo: Hot and humid, with high track temperatures and heavy rain\n", + "\n", + "As for years, we chose 2021 to 2024 because they are the most recent years for which data is available. In 2021, the regulations changed to allow for more overtaking, so the lap times became incomparable to that of previous years.\n", + "\n", + "We chose to only use the 'Race' session because it is the most representative of a race condition, as opposed to qualifying, which can be very sporadic." + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "events WARNING \tCorrecting user input 'Bahrain' to 'Bahrain Grand Prix'\n", - "core INFO \tLoading data for Bahrain Grand Prix - Qualifying [v3.4.4]\n", - "req INFO \tUsing cached data for session_info\n", - "req INFO \tUsing cached data for driver_info\n", - "req INFO \tUsing cached data for session_status_data\n", - "req INFO \tUsing cached data for track_status_data\n", - "req INFO \tUsing cached data for _extended_timing_data\n", - "req INFO \tUsing cached data for timing_app_data\n", - "core INFO \tProcessing timing data...\n", - "req INFO \tUsing cached data for car_data\n", - "req INFO \tUsing cached data for position_data\n", - "req INFO \tUsing cached data for weather_data\n", - "req INFO \tUsing cached data for race_control_messages\n", - "core INFO \tFinished loading data for 20 drivers: ['44', '77', '33', '23', '11', '3', '31', '10', '4', '26', '5', '16', '18', '63', '55', '99', '7', '20', '8', '6']\n", - "events WARNING \tCorrecting user input 'Bahrain' to 'Bahrain Grand Prix'\n", "core INFO \tLoading data for Bahrain Grand Prix - Race [v3.4.4]\n", "req INFO \tUsing cached data for session_info\n", - "req INFO \tUsing cached data for driver_info\n", - "Request for URL https://ergast.com/api/f1/2020/15/results.json failed; using cached response\n", - "Traceback (most recent call last):\n", - " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 536, in _make_request\n", - " response = conn.getresponse()\n", - " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/site-packages/urllib3/connection.py\", line 507, in getresponse\n", - " httplib_response = super().getresponse()\n", - " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/http/client.py\", line 1375, in getresponse\n", - " response.begin()\n", - " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/http/client.py\", line 318, in begin\n", - " version, status, reason = self._read_status()\n", - " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/http/client.py\", line 279, in _read_status\n", - " line = str(self.fp.readline(_MAXLINE + 1), \"iso-8859-1\")\n", - " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/socket.py\", line 705, in readinto\n", - " return self._sock.recv_into(b)\n", - " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/ssl.py\", line 1307, in recv_into\n", - " return self.read(nbytes, buffer)\n", - " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/ssl.py\", line 1163, in read\n", - " return self._sslobj.read(len, buffer)\n", - "TimeoutError: The read operation timed out\n", - "\n", - "The above exception was the direct cause of the following exception:\n", - "\n", - "Traceback (most recent call last):\n", - " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/site-packages/requests/adapters.py\", line 667, in send\n", - " resp = conn.urlopen(\n", - " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 843, in urlopen\n", - " retries = retries.increment(\n", - " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/site-packages/urllib3/util/retry.py\", line 474, in increment\n", - " raise reraise(type(error), error, _stacktrace)\n", - " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/site-packages/urllib3/util/util.py\", line 39, in reraise\n", - " raise value\n", - " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 789, in urlopen\n", - " response = self._make_request(\n", - " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 538, in _make_request\n", - " self._raise_timeout(err=e, url=url, timeout_value=read_timeout)\n", - " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 369, in _raise_timeout\n", - " raise ReadTimeoutError(\n", - "urllib3.exceptions.ReadTimeoutError: HTTPSConnectionPool(host='ergast.com', port=443): Read timed out. (read timeout=5.0)\n", - "\n", - "During handling of the above exception, another exception occurred:\n", - "\n", - "Traceback (most recent call last):\n", - " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/site-packages/requests_cache/session.py\", line 286, in _resend\n", - " response = self._send_and_cache(request, actions, cached_response, **kwargs)\n", - " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/site-packages/requests_cache/session.py\", line 254, in _send_and_cache\n", - " response = super().send(request, **kwargs)\n", - " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/site-packages/fastf1/req.py\", line 136, in send\n", - " return super().send(request, **kwargs)\n", - " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n", - " r = adapter.send(request, **kwargs)\n", - " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/site-packages/requests/adapters.py\", line 713, in send\n", - " raise ReadTimeout(e, request=request)\n", - "requests.exceptions.ReadTimeout: HTTPSConnectionPool(host='ergast.com', port=443): Read timed out. (read timeout=5.0)\n", - "req INFO \tUsing cached data for session_status_data\n", - "req INFO \tUsing cached data for lap_count\n", - "req INFO \tUsing cached data for track_status_data\n", - "req INFO \tUsing cached data for _extended_timing_data\n", - "req INFO \tUsing cached data for timing_app_data\n", - "core INFO \tProcessing timing data...\n", - "req INFO \tUsing cached data for car_data\n", - "req INFO \tUsing cached data for position_data\n", - "req INFO \tUsing cached data for weather_data\n", - "req INFO \tUsing cached data for race_control_messages\n", - "core INFO \tFinished loading data for 20 drivers: ['44', '33', '23', '4', '55', '10', '3', '77', '31', '16', '26', '63', '5', '6', '7', '99', '20', '11', '18', '8']\n", - "core INFO \tLoading data for Bahrain Grand Prix - Qualifying [v3.4.4]\n", - "req INFO \tUsing cached data for session_info\n", - "req INFO \tUsing cached data for driver_info\n", - "req INFO \tUsing cached data for session_status_data\n", - "req INFO \tUsing cached data for track_status_data\n", - "req INFO \tUsing cached data for _extended_timing_data\n", - "req INFO \tUsing cached data for timing_app_data\n", - "core INFO \tProcessing timing data...\n", - "req INFO \tUsing cached data for car_data\n", - "req INFO \tUsing cached data for position_data\n", - "req INFO \tUsing cached data for weather_data\n", - "req INFO \tUsing cached data for race_control_messages\n", - "core INFO \tFinished loading data for 20 drivers: ['33', '44', '77', '16', '10', '3', '4', '55', '14', '18', '11', '99', '22', '7', '63', '31', '6', '5', '47', '9']\n", - "core INFO \tLoading data for Bahrain Grand Prix - Race [v3.4.4]\n", - "req INFO \tUsing cached data for session_info\n", - "req INFO \tUsing cached data for driver_info\n", - "req INFO \tUsing cached data for session_status_data\n", - "req INFO \tUsing cached data for lap_count\n", - "req INFO \tUsing cached data for track_status_data\n", - "req INFO \tUsing cached data for _extended_timing_data\n", - "req INFO \tUsing cached data for timing_app_data\n", - "core INFO \tProcessing timing data...\n", - "req INFO \tUsing cached data for car_data\n", - "req INFO \tUsing cached data for position_data\n", - "req INFO \tUsing cached data for weather_data\n", - "req INFO \tUsing cached data for race_control_messages\n", - "core INFO \tFinished loading data for 20 drivers: ['44', '33', '77', '4', '11', '16', '3', '55', '22', '18', '7', '99', '31', '63', '5', '47', '10', '6', '14', '9']\n", - "core INFO \tLoading data for Bahrain Grand Prix - Qualifying [v3.4.4]\n", - "req INFO \tUsing cached data for session_info\n", - "req INFO \tUsing cached data for driver_info\n", - "req INFO \tUsing cached data for session_status_data\n", - "req INFO \tUsing cached data for track_status_data\n", - "req INFO \tUsing cached data for _extended_timing_data\n", - "req INFO \tUsing cached data for timing_app_data\n", - "core INFO \tProcessing timing data...\n", - "req INFO \tUsing cached data for car_data\n", - "req INFO \tUsing cached data for position_data\n", - "req INFO \tUsing cached data for weather_data\n", - "req INFO \tUsing cached data for race_control_messages\n", - "core INFO \tFinished loading data for 20 drivers: ['16', '1', '55', '11', '44', '77', '20', '14', '63', '10', '31', '47', '4', '23', '24', '22', '27', '3', '18', '6']\n", - "core INFO \tLoading data for Bahrain Grand Prix - Race [v3.4.4]\n", - "req INFO \tUsing cached data for session_info\n", - "req INFO \tUsing cached data for driver_info\n", - "req INFO \tUsing cached data for session_status_data\n", - "req INFO \tUsing cached data for lap_count\n", - "req INFO \tUsing cached data for track_status_data\n", - "req INFO \tUsing cached data for _extended_timing_data\n", - "req INFO \tUsing cached data for timing_app_data\n", - "core INFO \tProcessing timing data...\n", - "req INFO \tUsing cached data for car_data\n", - "req INFO \tUsing cached data for position_data\n", - "req INFO \tUsing cached data for weather_data\n", - "req INFO \tUsing cached data for race_control_messages\n", - "core INFO \tFinished loading data for 20 drivers: ['16', '55', '44', '63', '20', '77', '31', '22', '14', '24', '47', '18', '23', '3', '4', '6', '27', '11', '1', '10']\n", - "core INFO \tLoading data for Bahrain Grand Prix - Qualifying [v3.4.4]\n", - "req INFO \tUsing cached data for session_info\n", - "req INFO \tUsing cached data for driver_info\n", - "req INFO \tUsing cached data for session_status_data\n", - "req INFO \tUsing cached data for track_status_data\n", - "req INFO \tUsing cached data for _extended_timing_data\n", - "req INFO \tUsing cached data for timing_app_data\n", - "core INFO \tProcessing timing data...\n", - "req INFO \tUsing cached data for car_data\n", - "req INFO \tUsing cached data for position_data\n", - "req INFO \tUsing cached data for weather_data\n", - "req INFO \tUsing cached data for race_control_messages\n", - "core INFO \tFinished loading data for 20 drivers: ['1', '11', '16', '55', '14', '63', '44', '18', '31', '27', '4', '77', '24', '22', '23', '2', '20', '81', '21', '10']\n", - "core INFO \tLoading data for Bahrain Grand Prix - Race [v3.4.4]\n", - "req INFO \tUsing cached data for session_info\n", - "req INFO \tUsing cached data for driver_info\n", - "req INFO \tUsing cached data for session_status_data\n", - "req INFO \tUsing cached data for lap_count\n", - "req INFO \tUsing cached data for track_status_data\n", - "req INFO \tUsing cached data for _extended_timing_data\n", - "req INFO \tUsing cached data for timing_app_data\n", - "core INFO \tProcessing timing data...\n", - "req INFO \tUsing cached data for car_data\n", - "req INFO \tUsing cached data for position_data\n", - "req INFO \tUsing cached data for weather_data\n", - "req INFO \tUsing cached data for race_control_messages\n", - "core INFO \tFinished loading data for 20 drivers: ['1', '11', '14', '55', '44', '18', '63', '77', '10', '23', '22', '2', '20', '21', '27', '24', '4', '31', '16', '81']\n", - "core INFO \tLoading data for Bahrain Grand Prix - Qualifying [v3.4.4]\n", - "req INFO \tUsing cached data for session_info\n", - "req INFO \tUsing cached data for driver_info\n", - "req INFO \tUsing cached data for session_status_data\n", - "req INFO \tUsing cached data for track_status_data\n", - "req INFO \tUsing cached data for _extended_timing_data\n", - "req INFO \tUsing cached data for timing_app_data\n", - "core INFO \tProcessing timing data...\n", - "req INFO \tUsing cached data for car_data\n", - "req INFO \tUsing cached data for position_data\n", - "req INFO \tUsing cached data for weather_data\n", - "req INFO \tUsing cached data for race_control_messages\n", - "core INFO \tFinished loading data for 20 drivers: ['1', '16', '63', '55', '11', '14', '4', '81', '44', '27', '22', '18', '23', '3', '20', '77', '24', '2', '31', '10']\n", - "core INFO \tLoading data for Bahrain Grand Prix - Race [v3.4.4]\n", - "req INFO \tUsing cached data for session_info\n", - "req INFO \tUsing cached data for driver_info\n", - "req INFO \tUsing cached data for session_status_data\n", - "req INFO \tUsing cached data for lap_count\n", - "req INFO \tUsing cached data for track_status_data\n", - "req INFO \tUsing cached data for _extended_timing_data\n", - "req INFO \tUsing cached data for timing_app_data\n", - "core INFO \tProcessing timing data...\n", - "req INFO \tUsing cached data for car_data\n", - "req INFO \tUsing cached data for position_data\n", - "req INFO \tUsing cached data for weather_data\n", - "req INFO \tUsing cached data for race_control_messages\n", - "core INFO \tFinished loading data for 20 drivers: ['1', '11', '55', '16', '63', '4', '44', '81', '14', '18', '24', '20', '3', '22', '23', '27', '31', '10', '77', '2']\n" + "req INFO \tUsing cached data for driver_info\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing 2021 Bahrain Grand Prix - Race\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "logger WARNING \tFailed to load result data from Ergast!\n", + "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", + "req INFO \tUsing cached data for session_status_data\n", + "req INFO \tUsing cached data for lap_count\n", + "req INFO \tUsing cached data for track_status_data\n", + "req INFO \tUsing cached data for _extended_timing_data\n", + "req INFO \tUsing cached data for timing_app_data\n", + "core INFO \tProcessing timing data...\n", + "logger WARNING \tFailed to add first lap time from Ergast!\n", + "req INFO \tUsing cached data for car_data\n", + "req INFO \tUsing cached data for position_data\n", + "req INFO \tUsing cached data for weather_data\n", + "req INFO \tUsing cached data for race_control_messages\n", + "core INFO \tFinished loading data for 20 drivers: ['33', '44', '77', '16', '10', '3', '4', '55', '14', '18', '11', '99', '22', '7', '63', '31', '6', '47', '9', '5']\n", + "core INFO \tLoading data for British Grand Prix - Race [v3.4.4]\n", + "req INFO \tUsing cached data for session_info\n", + "req INFO \tUsing cached data for driver_info\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing 2021 British Grand Prix - Race\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "logger WARNING \tFailed to load result data from Ergast!\n", + "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", + "req INFO \tUsing cached data for session_status_data\n", + "req INFO \tUsing cached data for lap_count\n", + "req INFO \tUsing cached data for track_status_data\n", + "req INFO \tUsing cached data for _extended_timing_data\n", + "req INFO \tUsing cached data for timing_app_data\n", + "core INFO \tProcessing timing data...\n", + "logger WARNING \tFailed to add first lap time from Ergast!\n", + "req INFO \tUsing cached data for car_data\n", + "req INFO \tUsing cached data for position_data\n", + "req INFO \tUsing cached data for weather_data\n", + "req INFO \tUsing cached data for race_control_messages\n", + "core INFO \tFinished loading data for 20 drivers: ['33', '44', '77', '16', '4', '3', '14', '5', '31', '55', '10', '63', '7', '18', '99', '22', '6', '47', '9', '11']\n", + "core INFO \tLoading data for United States Grand Prix - Race [v3.4.4]\n", + "req INFO \tUsing cached data for session_info\n", + "req INFO \tUsing cached data for driver_info\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing 2021 United States Grand Prix - Race\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "logger WARNING \tFailed to load result data from Ergast!\n", + "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", + "req INFO \tUsing cached data for session_status_data\n", + "req INFO \tUsing cached data for lap_count\n", + "req INFO \tUsing cached data for track_status_data\n", + "req INFO \tUsing cached data for _extended_timing_data\n", + "req INFO \tUsing cached data for timing_app_data\n", + "core INFO \tProcessing timing data...\n", + "core WARNING \tDriver 7: Lap timing integrity check failed for 1 lap(s)\n", + "logger WARNING \tFailed to add first lap time from Ergast!\n", + "req INFO \tUsing cached data for car_data\n", + "req INFO \tNo cached data found for position_data. Loading data...\n", + "_api INFO \tFetching position data...\n", + "_api INFO \tParsing position data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for weather_data. Loading data...\n", + "_api INFO \tFetching weather data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for race_control_messages. Loading data...\n", + "_api INFO \tFetching race control messages...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tFinished loading data for 20 drivers: ['33', '44', '11', '16', '55', '3', '4', '10', '77', '22', '31', '99', '18', '6', '7', '47', '9', '5', '14', '63']\n", + "core INFO \tLoading data for Mexico City Grand Prix - Race [v3.4.4]\n", + "req INFO \tNo cached data found for session_info. Loading data...\n", + "_api INFO \tFetching session info data...\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing 2021 Mexico City Grand Prix - Race\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for driver_info. Loading data...\n", + "_api INFO \tFetching driver list...\n", + "req INFO \tData has been written to cache!\n", + "logger WARNING \tFailed to load result data from Ergast!\n", + "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", + "req INFO \tNo cached data found for session_status_data. Loading data...\n", + "_api INFO \tFetching session status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for lap_count. Loading data...\n", + "_api INFO \tFetching lap count data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for track_status_data. Loading data...\n", + "_api INFO \tFetching track status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", + "_api INFO \tFetching timing data...\n", + "_api INFO \tParsing timing data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for timing_app_data. Loading data...\n", + "_api INFO \tFetching timing app data...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tProcessing timing data...\n", + "logger WARNING \tFailed to add first lap time from Ergast!\n", + "req INFO \tNo cached data found for car_data. Loading data...\n", + "_api INFO \tFetching car data...\n", + "_api INFO \tParsing car data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for position_data. Loading data...\n", + "_api INFO \tFetching position data...\n", + "_api INFO \tParsing position data...\n", + "_api WARNING \tDriver 241: Position data is incomplete!\n", + "_api WARNING \tDriver 242: Position data is incomplete!\n", + "_api WARNING \tDriver 243: Position data is incomplete!\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for weather_data. Loading data...\n", + "_api INFO \tFetching weather data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for race_control_messages. Loading data...\n", + "_api INFO \tFetching race control messages...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tFinished loading data for 20 drivers: ['77', '44', '33', '11', '10', '55', '3', '16', '5', '7', '99', '14', '6', '47', '9', '63', '22', '4', '31', '18']\n", + "core INFO \tLoading data for São Paulo Grand Prix - Race [v3.4.4]\n", + "req INFO \tNo cached data found for session_info. Loading data...\n", + "_api INFO \tFetching session info data...\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing 2021 São Paulo Grand Prix - Race\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for driver_info. Loading data...\n", + "_api INFO \tFetching driver list...\n", + "req INFO \tData has been written to cache!\n", + "logger WARNING \tFailed to load result data from Ergast!\n", + "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", + "req INFO \tNo cached data found for session_status_data. Loading data...\n", + "_api INFO \tFetching session status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for lap_count. Loading data...\n", + "_api INFO \tFetching lap count data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for track_status_data. Loading data...\n", + "_api INFO \tFetching track status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", + "_api INFO \tFetching timing data...\n", + "_api INFO \tParsing timing data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for timing_app_data. Loading data...\n", + "_api INFO \tFetching timing app data...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tProcessing timing data...\n", + "logger WARNING \tFailed to add first lap time from Ergast!\n", + "req INFO \tNo cached data found for car_data. Loading data...\n", + "_api INFO \tFetching car data...\n", + "_api INFO \tParsing car data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for position_data. Loading data...\n", + "_api INFO \tFetching position data...\n", + "_api INFO \tParsing position data...\n", + "_api WARNING \tDriver 241: Position data is incomplete!\n", + "_api WARNING \tDriver 242: Position data is incomplete!\n", + "_api WARNING \tDriver 243: Position data is incomplete!\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for weather_data. Loading data...\n", + "_api INFO \tFetching weather data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for race_control_messages. Loading data...\n", + "_api INFO \tFetching race control messages...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tFinished loading data for 20 drivers: ['77', '33', '55', '11', '4', '16', '10', '31', '5', '44', '3', '14', '99', '18', '22', '6', '63', '47', '9', '7']\n", + "core INFO \tLoading data for Bahrain Grand Prix - Race [v3.4.4]\n", + "req INFO \tNo cached data found for session_info. Loading data...\n", + "_api INFO \tFetching session info data...\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing 2022 Bahrain Grand Prix - Race\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for driver_info. Loading data...\n", + "_api INFO \tFetching driver list...\n", + "req INFO \tData has been written to cache!\n", + "logger WARNING \tFailed to load result data from Ergast!\n", + "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", + "req INFO \tNo cached data found for session_status_data. Loading data...\n", + "_api INFO \tFetching session status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for lap_count. Loading data...\n", + "_api INFO \tFetching lap count data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for track_status_data. Loading data...\n", + "_api INFO \tFetching track status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", + "_api INFO \tFetching timing data...\n", + "_api INFO \tParsing timing data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for timing_app_data. Loading data...\n", + "_api INFO \tFetching timing app data...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tProcessing timing data...\n", + "logger WARNING \tFailed to add first lap time from Ergast!\n", + "req INFO \tNo cached data found for car_data. Loading data...\n", + "_api INFO \tFetching car data...\n", + "_api INFO \tParsing car data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for position_data. Loading data...\n", + "_api INFO \tFetching position data...\n", + "_api INFO \tParsing position data...\n", + "_api WARNING \tDriver 241: Position data is incomplete!\n", + "_api WARNING \tDriver 242: Position data is incomplete!\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for weather_data. Loading data...\n", + "_api INFO \tFetching weather data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for race_control_messages. Loading data...\n", + "_api INFO \tFetching race control messages...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tFinished loading data for 20 drivers: ['16', '1', '55', '11', '44', '77', '20', '14', '63', '10', '31', '47', '4', '23', '24', '22', '27', '3', '18', '6']\n", + "core INFO \tLoading data for British Grand Prix - Race [v3.4.4]\n", + "req INFO \tNo cached data found for session_info. Loading data...\n", + "_api INFO \tFetching session info data...\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing 2022 British Grand Prix - Race\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for driver_info. Loading data...\n", + "_api INFO \tFetching driver list...\n", + "req INFO \tData has been written to cache!\n", + "logger WARNING \tFailed to load result data from Ergast!\n", + "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", + "req INFO \tNo cached data found for session_status_data. Loading data...\n", + "_api INFO \tFetching session status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for lap_count. Loading data...\n", + "_api INFO \tFetching lap count data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for track_status_data. Loading data...\n", + "_api INFO \tFetching track status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", + "_api INFO \tFetching timing data...\n", + "_api INFO \tParsing timing data...\n", + "_api WARNING \tDriver 1: Ignoring late data for a previously processed lap.The data may contain errors (previous: 39; current 40)\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for timing_app_data. Loading data...\n", + "_api INFO \tFetching timing app data...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tProcessing timing data...\n", + "logger WARNING \tFailed to add first lap time from Ergast!\n", + "req INFO \tNo cached data found for car_data. Loading data...\n", + "_api INFO \tFetching car data...\n", + "_api INFO \tParsing car data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for position_data. Loading data...\n", + "_api INFO \tFetching position data...\n", + "_api INFO \tParsing position data...\n", + "_api WARNING \tDriver 241: Position data is incomplete!\n", + "_api WARNING \tDriver 242: Position data is incomplete!\n", + "_api WARNING \tDriver 243: Position data is incomplete!\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for weather_data. Loading data...\n", + "_api INFO \tFetching weather data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for race_control_messages. Loading data...\n", + "_api INFO \tFetching race control messages...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tFinished loading data for 20 drivers: ['55', '1', '16', '11', '44', '4', '14', '63', '24', '6', '10', '77', '22', '3', '31', '23', '20', '5', '47', '18']\n", + "events WARNING \tCorrecting user input 'United States Grand Prix' to 'United States Grand Prix'\n", + "core INFO \tLoading data for United States Grand Prix - Race [v3.4.4]\n", + "req INFO \tNo cached data found for session_info. Loading data...\n", + "_api INFO \tFetching session info data...\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing 2022 United States Grand Prix - Race\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for driver_info. Loading data...\n", + "_api INFO \tFetching driver list...\n", + "req INFO \tData has been written to cache!\n", + "logger WARNING \tFailed to load result data from Ergast!\n", + "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", + "req INFO \tNo cached data found for session_status_data. Loading data...\n", + "_api INFO \tFetching session status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for lap_count. Loading data...\n", + "_api INFO \tFetching lap count data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for track_status_data. Loading data...\n", + "_api INFO \tFetching track status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", + "_api INFO \tFetching timing data...\n", + "_api INFO \tParsing timing data...\n", + "_api WARNING \tDriver 10: Ignoring late data for a previously processed lap.The data may contain errors (previous: 6; current 7)\n", + "_api WARNING \tDriver 20: Ignoring late data for a previously processed lap.The data may contain errors (previous: 31; current 32)\n", + "_api WARNING \tSkipping lap alignment (no suitable lap)!\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for timing_app_data. Loading data...\n", + "_api INFO \tFetching timing app data...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tProcessing timing data...\n", + "logger WARNING \tFailed to add first lap time from Ergast!\n", + "req INFO \tNo cached data found for car_data. Loading data...\n", + "_api INFO \tFetching car data...\n", + "_api INFO \tParsing car data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for position_data. Loading data...\n", + "_api INFO \tFetching position data...\n", + "_api INFO \tParsing position data...\n", + "_api WARNING \tDriver 241: Position data is incomplete!\n", + "_api WARNING \tDriver 242: Position data is incomplete!\n", + "_api WARNING \tDriver 243: Position data is incomplete!\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for weather_data. Loading data...\n", + "_api INFO \tFetching weather data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for race_control_messages. Loading data...\n", + "_api INFO \tFetching race control messages...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tFinished loading data for 20 drivers: ['55', '1', '44', '63', '18', '4', '77', '23', '11', '5', '10', '16', '20', '14', '3', '47', '6', '24', '22', '31']\n", + "core INFO \tLoading data for Mexico City Grand Prix - Race [v3.4.4]\n", + "req INFO \tNo cached data found for session_info. Loading data...\n", + "_api INFO \tFetching session info data...\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing 2022 Mexico City Grand Prix - Race\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for driver_info. Loading data...\n", + "_api INFO \tFetching driver list...\n", + "req INFO \tData has been written to cache!\n", + "logger WARNING \tFailed to load result data from Ergast!\n", + "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", + "req INFO \tNo cached data found for session_status_data. Loading data...\n", + "_api INFO \tFetching session status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for lap_count. Loading data...\n", + "_api INFO \tFetching lap count data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for track_status_data. Loading data...\n", + "_api INFO \tFetching track status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", + "_api INFO \tFetching timing data...\n", + "_api INFO \tParsing timing data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for timing_app_data. Loading data...\n", + "_api INFO \tFetching timing app data...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tProcessing timing data...\n", + "logger WARNING \tFailed to add first lap time from Ergast!\n", + "req INFO \tNo cached data found for car_data. Loading data...\n", + "_api INFO \tFetching car data...\n", + "_api INFO \tParsing car data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for position_data. Loading data...\n", + "_api INFO \tFetching position data...\n", + "_api INFO \tParsing position data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for weather_data. Loading data...\n", + "_api INFO \tFetching weather data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for race_control_messages. Loading data...\n", + "_api INFO \tFetching race control messages...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tFinished loading data for 20 drivers: ['1', '63', '44', '11', '55', '77', '16', '4', '14', '31', '3', '24', '22', '10', '47', '5', '23', '6', '20', '18']\n", + "core INFO \tLoading data for São Paulo Grand Prix - Race [v3.4.4]\n", + "req INFO \tNo cached data found for session_info. Loading data...\n", + "_api INFO \tFetching session info data...\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing 2022 São Paulo Grand Prix - Race\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for driver_info. Loading data...\n", + "_api INFO \tFetching driver list...\n", + "req INFO \tData has been written to cache!\n", + "logger WARNING \tFailed to load result data from Ergast!\n", + "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", + "req INFO \tNo cached data found for session_status_data. Loading data...\n", + "_api INFO \tFetching session status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for lap_count. Loading data...\n", + "_api INFO \tFetching lap count data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for track_status_data. Loading data...\n", + "_api INFO \tFetching track status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", + "_api INFO \tFetching timing data...\n", + "_api INFO \tParsing timing data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for timing_app_data. Loading data...\n", + "_api INFO \tFetching timing app data...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tProcessing timing data...\n", + "logger WARNING \tFailed to add first lap time from Ergast!\n", + "req INFO \tNo cached data found for car_data. Loading data...\n", + "_api INFO \tFetching car data...\n", + "_api INFO \tParsing car data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for position_data. Loading data...\n", + "_api INFO \tFetching position data...\n", + "_api INFO \tParsing position data...\n", + "_api WARNING \tDriver 241: Position data is incomplete!\n", + "_api WARNING \tDriver 242: Position data is incomplete!\n", + "_api WARNING \tDriver 243: Position data is incomplete!\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for weather_data. Loading data...\n", + "_api INFO \tFetching weather data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for race_control_messages. Loading data...\n", + "_api INFO \tFetching race control messages...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tFinished loading data for 20 drivers: ['63', '44', '1', '11', '16', '4', '55', '20', '5', '10', '3', '47', '24', '77', '18', '31', '14', '6', '23', '22']\n", + "core INFO \tLoading data for Bahrain Grand Prix - Race [v3.4.4]\n", + "req INFO \tNo cached data found for session_info. Loading data...\n", + "_api INFO \tFetching session info data...\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing 2023 Bahrain Grand Prix - Race\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for driver_info. Loading data...\n", + "_api INFO \tFetching driver list...\n", + "req INFO \tData has been written to cache!\n", + "logger WARNING \tFailed to load result data from Ergast!\n", + "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", + "req INFO \tNo cached data found for session_status_data. Loading data...\n", + "_api INFO \tFetching session status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for lap_count. Loading data...\n", + "_api INFO \tFetching lap count data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for track_status_data. Loading data...\n", + "_api INFO \tFetching track status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", + "_api INFO \tFetching timing data...\n", + "_api INFO \tParsing timing data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for timing_app_data. Loading data...\n", + "_api INFO \tFetching timing app data...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tProcessing timing data...\n", + "logger WARNING \tFailed to add first lap time from Ergast!\n", + "req INFO \tNo cached data found for car_data. Loading data...\n", + "_api INFO \tFetching car data...\n", + "_api INFO \tParsing car data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for position_data. Loading data...\n", + "_api INFO \tFetching position data...\n", + "_api INFO \tParsing position data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for weather_data. Loading data...\n", + "_api INFO \tFetching weather data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for race_control_messages. Loading data...\n", + "_api INFO \tFetching race control messages...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tFinished loading data for 20 drivers: ['1', '11', '16', '55', '14', '63', '44', '18', '31', '27', '4', '77', '24', '22', '23', '2', '20', '81', '21', '10']\n", + "core INFO \tLoading data for British Grand Prix - Race [v3.4.4]\n", + "req INFO \tNo cached data found for session_info. Loading data...\n", + "_api INFO \tFetching session info data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for driver_info. Loading data...\n", + "_api INFO \tFetching driver list...\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing 2023 British Grand Prix - Race\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "req INFO \tData has been written to cache!\n", + "logger WARNING \tFailed to load result data from Ergast!\n", + "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", + "req INFO \tNo cached data found for session_status_data. Loading data...\n", + "_api INFO \tFetching session status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for lap_count. Loading data...\n", + "_api INFO \tFetching lap count data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for track_status_data. Loading data...\n", + "_api INFO \tFetching track status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", + "_api INFO \tFetching timing data...\n", + "_api INFO \tParsing timing data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for timing_app_data. Loading data...\n", + "_api INFO \tFetching timing app data...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tProcessing timing data...\n", + "logger WARNING \tFailed to add first lap time from Ergast!\n", + "req INFO \tNo cached data found for car_data. Loading data...\n", + "_api INFO \tFetching car data...\n", + "_api INFO \tParsing car data...\n", + "_api WARNING \tDriver 3: Car data is incomplete!\n", + "_api WARNING \tDriver 5: Car data is incomplete!\n", + "_api WARNING \tDriver 6: Car data is incomplete!\n", + "_api WARNING \tDriver 7: Car data is incomplete!\n", + "_api WARNING \tDriver 8: Car data is incomplete!\n", + "_api WARNING \tDriver 9: Car data is incomplete!\n", + "_api WARNING \tDriver 12: Car data is incomplete!\n", + "_api WARNING \tDriver 15: Car data is incomplete!\n", + "_api WARNING \tDriver 17: Car data is incomplete!\n", + "_api WARNING \tDriver 19: Car data is incomplete!\n", + "_api WARNING \tDriver 25: Car data is incomplete!\n", + "_api WARNING \tDriver 26: Car data is incomplete!\n", + "_api WARNING \tDriver 28: Car data is incomplete!\n", + "_api WARNING \tDriver 29: Car data is incomplete!\n", + "_api WARNING \tDriver 30: Car data is incomplete!\n", + "_api WARNING \tDriver 44: Car data is incomplete!\n", + "_api WARNING \tDriver 55: Car data is incomplete!\n", + "_api WARNING \tDriver 63: Car data is incomplete!\n", + "_api WARNING \tDriver 77: Car data is incomplete!\n", + "_api WARNING \tDriver 81: Car data is incomplete!\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for position_data. Loading data...\n", + "_api INFO \tFetching position data...\n", + "_api INFO \tParsing position data...\n", + "_api WARNING \tDriver 241: Position data is incomplete!\n", + "_api WARNING \tDriver 242: Position data is incomplete!\n", + "_api WARNING \tDriver 243: Position data is incomplete!\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for weather_data. Loading data...\n", + "_api INFO \tFetching weather data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for race_control_messages. Loading data...\n", + "_api INFO \tFetching race control messages...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tFinished loading data for 20 drivers: ['1', '4', '81', '16', '55', '63', '44', '23', '14', '10', '27', '18', '31', '2', '11', '22', '24', '21', '20', '77']\n", + "events WARNING \tCorrecting user input 'United States Grand Prix' to 'United States Grand Prix'\n", + "core INFO \tLoading data for United States Grand Prix - Race [v3.4.4]\n", + "req INFO \tNo cached data found for session_info. Loading data...\n", + "_api INFO \tFetching session info data...\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing 2023 United States Grand Prix - Race\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for driver_info. Loading data...\n", + "_api INFO \tFetching driver list...\n", + "req INFO \tData has been written to cache!\n", + "logger WARNING \tFailed to load result data from Ergast!\n", + "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", + "req INFO \tNo cached data found for session_status_data. Loading data...\n", + "_api INFO \tFetching session status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for lap_count. Loading data...\n", + "_api INFO \tFetching lap count data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for track_status_data. Loading data...\n", + "_api INFO \tFetching track status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", + "_api INFO \tFetching timing data...\n", + "_api INFO \tParsing timing data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for timing_app_data. Loading data...\n", + "_api INFO \tFetching timing app data...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tProcessing timing data...\n", + "logger WARNING \tFailed to add first lap time from Ergast!\n", + "req INFO \tNo cached data found for car_data. Loading data...\n", + "_api INFO \tFetching car data...\n", + "_api INFO \tParsing car data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for position_data. Loading data...\n", + "_api INFO \tFetching position data...\n", + "_api INFO \tParsing position data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for weather_data. Loading data...\n", + "_api INFO \tFetching weather data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for race_control_messages. Loading data...\n", + "_api INFO \tFetching race control messages...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tFinished loading data for 20 drivers: ['16', '4', '44', '55', '63', '1', '10', '31', '11', '81', '22', '24', '77', '3', '23', '2', '20', '27', '14', '18']\n", + "core INFO \tLoading data for Mexico City Grand Prix - Race [v3.4.4]\n", + "req INFO \tNo cached data found for session_info. Loading data...\n", + "_api INFO \tFetching session info data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for driver_info. Loading data...\n", + "_api INFO \tFetching driver list...\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing 2023 Mexico City Grand Prix - Race\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "req INFO \tData has been written to cache!\n", + "logger WARNING \tFailed to load result data from Ergast!\n", + "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", + "req INFO \tNo cached data found for session_status_data. Loading data...\n", + "_api INFO \tFetching session status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for lap_count. Loading data...\n", + "_api INFO \tFetching lap count data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for track_status_data. Loading data...\n", + "_api INFO \tFetching track status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", + "_api INFO \tFetching timing data...\n", + "_api INFO \tParsing timing data...\n", + "_api WARNING \tSkipping lap alignment (no suitable lap)!\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for timing_app_data. Loading data...\n", + "_api INFO \tFetching timing app data...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tProcessing timing data...\n", + "logger WARNING \tFailed to add first lap time from Ergast!\n", + "req INFO \tNo cached data found for car_data. Loading data...\n", + "_api INFO \tFetching car data...\n", + "_api INFO \tParsing car data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for position_data. Loading data...\n", + "_api INFO \tFetching position data...\n", + "_api INFO \tParsing position data...\n", + "_api WARNING \tDriver 241: Position data is incomplete!\n", + "_api WARNING \tDriver 242: Position data is incomplete!\n", + "_api WARNING \tDriver 243: Position data is incomplete!\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for weather_data. Loading data...\n", + "_api INFO \tFetching weather data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for race_control_messages. Loading data...\n", + "_api INFO \tFetching race control messages...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tFinished loading data for 20 drivers: ['16', '55', '1', '3', '11', '44', '81', '63', '77', '24', '10', '27', '14', '23', '31', '20', '4', '22', '2', '18']\n", + "core INFO \tLoading data for São Paulo Grand Prix - Race [v3.4.4]\n", + "req INFO \tNo cached data found for session_info. Loading data...\n", + "_api INFO \tFetching session info data...\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing 2023 São Paulo Grand Prix - Race\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for driver_info. Loading data...\n", + "_api INFO \tFetching driver list...\n", + "req INFO \tData has been written to cache!\n", + "logger WARNING \tFailed to load result data from Ergast!\n", + "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", + "req INFO \tNo cached data found for session_status_data. Loading data...\n", + "_api INFO \tFetching session status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for lap_count. Loading data...\n", + "_api INFO \tFetching lap count data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for track_status_data. Loading data...\n", + "_api INFO \tFetching track status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", + "_api INFO \tFetching timing data...\n", + "_api INFO \tParsing timing data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for timing_app_data. Loading data...\n", + "_api INFO \tFetching timing app data...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tProcessing timing data...\n", + "logger WARNING \tFailed to add first lap time from Ergast!\n", + "req INFO \tNo cached data found for car_data. Loading data...\n", + "_api INFO \tFetching car data...\n", + "_api INFO \tParsing car data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for position_data. Loading data...\n", + "_api INFO \tFetching position data...\n", + "_api INFO \tParsing position data...\n", + "_api WARNING \tDriver 241: Position data is incomplete!\n", + "_api WARNING \tDriver 242: Position data is incomplete!\n", + "_api WARNING \tDriver 243: Position data is incomplete!\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for weather_data. Loading data...\n", + "_api INFO \tFetching weather data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for race_control_messages. Loading data...\n", + "_api INFO \tFetching race control messages...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tFinished loading data for 20 drivers: ['1', '16', '18', '14', '44', '4', '55', '63', '11', '81', '27', '20', '23', '31', '10', '22', '3', '77', '2', '24']\n", + "core INFO \tLoading data for Bahrain Grand Prix - Race [v3.4.4]\n", + "req INFO \tNo cached data found for session_info. Loading data...\n", + "_api INFO \tFetching session info data...\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing 2024 Bahrain Grand Prix - Race\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for driver_info. Loading data...\n", + "_api INFO \tFetching driver list...\n", + "req INFO \tData has been written to cache!\n", + "logger WARNING \tFailed to load result data from Ergast!\n", + "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", + "req INFO \tNo cached data found for session_status_data. Loading data...\n", + "_api INFO \tFetching session status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for lap_count. Loading data...\n", + "_api INFO \tFetching lap count data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for track_status_data. Loading data...\n", + "_api INFO \tFetching track status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", + "_api INFO \tFetching timing data...\n", + "_api INFO \tParsing timing data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for timing_app_data. Loading data...\n", + "_api INFO \tFetching timing app data...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tProcessing timing data...\n", + "logger WARNING \tFailed to add first lap time from Ergast!\n", + "req INFO \tNo cached data found for car_data. Loading data...\n", + "_api INFO \tFetching car data...\n", + "_api INFO \tParsing car data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for position_data. Loading data...\n", + "_api INFO \tFetching position data...\n", + "_api INFO \tParsing position data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for weather_data. Loading data...\n", + "_api INFO \tFetching weather data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for race_control_messages. Loading data...\n", + "_api INFO \tFetching race control messages...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tFinished loading data for 20 drivers: ['1', '16', '63', '55', '11', '14', '4', '81', '44', '27', '22', '18', '23', '3', '20', '77', '24', '2', '31', '10']\n", + "core INFO \tLoading data for British Grand Prix - Race [v3.4.4]\n", + "req INFO \tNo cached data found for session_info. Loading data...\n", + "_api INFO \tFetching session info data...\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing 2024 British Grand Prix - Race\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for driver_info. Loading data...\n", + "_api INFO \tFetching driver list...\n", + "req INFO \tData has been written to cache!\n", + "logger WARNING \tFailed to load result data from Ergast!\n", + "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", + "req INFO \tNo cached data found for session_status_data. Loading data...\n", + "_api INFO \tFetching session status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for lap_count. Loading data...\n", + "_api INFO \tFetching lap count data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for track_status_data. Loading data...\n", + "_api INFO \tFetching track status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", + "_api INFO \tFetching timing data...\n", + "_api INFO \tParsing timing data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for timing_app_data. Loading data...\n", + "_api INFO \tFetching timing app data...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tProcessing timing data...\n", + "logger WARNING \tFailed to add first lap time from Ergast!\n", + "req INFO \tNo cached data found for car_data. Loading data...\n", + "_api INFO \tFetching car data...\n", + "_api INFO \tParsing car data...\n", + "_api WARNING \tDriver 21: Car data is incomplete!\n", + "_api WARNING \tDriver 3: Car data is incomplete!\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for position_data. Loading data...\n", + "_api INFO \tFetching position data...\n", + "_api INFO \tParsing position data...\n", + "_api WARNING \tDriver 21: Position data is incomplete!\n", + "_api WARNING \tDriver 3: Position data is incomplete!\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for weather_data. Loading data...\n", + "_api INFO \tFetching weather data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for race_control_messages. Loading data...\n", + "_api INFO \tFetching race control messages...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tFinished loading data for 20 drivers: ['63', '44', '4', '1', '81', '27', '55', '18', '23', '14', '16', '2', '22', '24', '3', '77', '20', '31', '10', '11']\n", + "events WARNING \tCorrecting user input 'United States Grand Prix' to 'United States Grand Prix'\n", + "core INFO \tLoading data for United States Grand Prix - Race [v3.4.4]\n", + "req INFO \tNo cached data found for session_info. Loading data...\n", + "_api INFO \tFetching session info data...\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing 2024 United States Grand Prix - Race\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for driver_info. Loading data...\n", + "_api INFO \tFetching driver list...\n", + "req INFO \tData has been written to cache!\n", + "logger WARNING \tFailed to load result data from Ergast!\n", + "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", + "req INFO \tNo cached data found for session_status_data. Loading data...\n", + "_api INFO \tFetching session status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for lap_count. Loading data...\n", + "_api INFO \tFetching lap count data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for track_status_data. Loading data...\n", + "_api INFO \tFetching track status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", + "_api INFO \tFetching timing data...\n", + "_api INFO \tParsing timing data...\n", + "_api WARNING \tSkipping lap alignment (no suitable lap)!\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for timing_app_data. Loading data...\n", + "_api INFO \tFetching timing app data...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tProcessing timing data...\n", + "logger WARNING \tFailed to add first lap time from Ergast!\n", + "req INFO \tNo cached data found for car_data. Loading data...\n", + "_api INFO \tFetching car data...\n", + "_api INFO \tParsing car data...\n", + "_api WARNING \tDriver 2: Car data is incomplete!\n", + "_api WARNING \tDriver 3: Car data is incomplete!\n", + "_api WARNING \tDriver 30: Car data is incomplete!\n", + "_api WARNING \tDriver 43: Car data is incomplete!\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for position_data. Loading data...\n", + "_api INFO \tFetching position data...\n", + "_api INFO \tParsing position data...\n", + "_api WARNING \tDriver 2: Position data is incomplete!\n", + "_api WARNING \tDriver 3: Position data is incomplete!\n", + "_api WARNING \tDriver 30: Position data is incomplete!\n", + "_api WARNING \tDriver 43: Position data is incomplete!\n", + "_api WARNING \tDriver 241: Position data is incomplete!\n", + "_api WARNING \tDriver 242: Position data is incomplete!\n", + "_api WARNING \tDriver 243: Position data is incomplete!\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for weather_data. Loading data...\n", + "_api INFO \tFetching weather data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for race_control_messages. Loading data...\n", + "_api INFO \tFetching race control messages...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tFinished loading data for 20 drivers: ['4', '1', '55', '16', '81', '10', '14', '20', '11', '22', '27', '31', '18', '23', '43', '77', '44', '24', '30', '63']\n", + "core INFO \tLoading data for Mexico City Grand Prix - Race [v3.4.4]\n", + "req INFO \tNo cached data found for session_info. Loading data...\n", + "_api INFO \tFetching session info data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for driver_info. Loading data...\n", + "_api INFO \tFetching driver list...\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing 2024 Mexico City Grand Prix - Race\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "req INFO \tData has been written to cache!\n", + "logger WARNING \tFailed to load result data from Ergast!\n", + "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", + "req INFO \tNo cached data found for session_status_data. Loading data...\n", + "_api INFO \tFetching session status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for lap_count. Loading data...\n", + "_api INFO \tFetching lap count data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for track_status_data. Loading data...\n", + "_api INFO \tFetching track status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", + "_api INFO \tFetching timing data...\n", + "_api INFO \tParsing timing data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for timing_app_data. Loading data...\n", + "_api INFO \tFetching timing app data...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tProcessing timing data...\n", + "logger WARNING \tFailed to add first lap time from Ergast!\n", + "req INFO \tNo cached data found for car_data. Loading data...\n", + "_api INFO \tFetching car data...\n", + "_api INFO \tParsing car data...\n", + "_api WARNING \tDriver 2: Car data is incomplete!\n", + "_api WARNING \tDriver 3: Car data is incomplete!\n", + "_api WARNING \tDriver 30: Car data is incomplete!\n", + "_api WARNING \tDriver 43: Car data is incomplete!\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for position_data. Loading data...\n", + "_api INFO \tFetching position data...\n", + "_api INFO \tParsing position data...\n", + "_api WARNING \tDriver 2: Position data is incomplete!\n", + "_api WARNING \tDriver 3: Position data is incomplete!\n", + "_api WARNING \tDriver 30: Position data is incomplete!\n", + "_api WARNING \tDriver 43: Position data is incomplete!\n", + "_api WARNING \tDriver 241: Position data is incomplete!\n", + "_api WARNING \tDriver 242: Position data is incomplete!\n", + "_api WARNING \tDriver 243: Position data is incomplete!\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for weather_data. Loading data...\n", + "_api INFO \tFetching weather data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for race_control_messages. Loading data...\n", + "_api INFO \tFetching race control messages...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tFinished loading data for 20 drivers: ['55', '1', '4', '16', '63', '44', '20', '10', '23', '27', '22', '30', '14', '18', '77', '43', '81', '11', '24', '31']\n", + "core INFO \tLoading data for São Paulo Grand Prix - Race [v3.4.4]\n", + "req INFO \tNo cached data found for session_info. Loading data...\n", + "_api INFO \tFetching session info data...\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing 2024 São Paulo Grand Prix - Race\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for driver_info. Loading data...\n", + "_api INFO \tFetching driver list...\n", + "req INFO \tData has been written to cache!\n", + "logger WARNING \tFailed to load result data from Ergast!\n", + "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", + "req INFO \tNo cached data found for session_status_data. Loading data...\n", + "_api INFO \tFetching session status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for lap_count. Loading data...\n", + "_api INFO \tFetching lap count data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for track_status_data. Loading data...\n", + "_api INFO \tFetching track status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", + "_api INFO \tFetching timing data...\n", + "_api INFO \tParsing timing data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for timing_app_data. Loading data...\n", + "_api INFO \tFetching timing app data...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tProcessing timing data...\n", + "core WARNING \tNo lap data for driver 23\n", + "core WARNING \tFailed to perform lap accuracy check - all laps marked as inaccurate (driver 23)\n", + "logger WARNING \tFailed to add first lap time from Ergast!\n", + "req INFO \tNo cached data found for car_data. Loading data...\n", + "_api INFO \tFetching car data...\n", + "_api INFO \tParsing car data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for position_data. Loading data...\n", + "_api INFO \tFetching position data...\n", + "_api INFO \tParsing position data...\n", + "_api WARNING \tDriver 241: Position data is incomplete!\n", + "_api WARNING \tDriver 242: Position data is incomplete!\n", + "_api WARNING \tDriver 243: Position data is incomplete!\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for weather_data. Loading data...\n", + "_api INFO \tFetching weather data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for race_control_messages. Loading data...\n", + "_api INFO \tFetching race control messages...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tFinished loading data for 20 drivers: ['4', '63', '22', '31', '30', '16', '23', '81', '14', '18', '77', '11', '10', '44', '50', '43', '1', '27', '24', '55']\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Weather Data:\n", - " Time AirTemp Humidity Pressure Rainfall TrackTemp \\\n", - "0 0 days 00:00:33.157000 26.9 52.6 1015.9 False 28.7 \n", - "1 0 days 00:01:33.168000 26.9 52.7 1016.0 False 28.6 \n", - "2 0 days 00:02:33.172000 26.8 52.8 1015.9 False 28.5 \n", - "3 0 days 00:03:33.168000 26.8 53.0 1015.9 False 28.5 \n", - "4 0 days 00:04:33.155000 26.7 53.2 1016.0 False 28.5 \n", "\n", - " WindDirection WindSpeed Year Session \n", - "0 305 0.6 2020 Q \n", - "1 40 0.8 2020 Q \n", - "2 341 0.8 2020 Q \n", - "3 295 0.4 2020 Q \n", - "4 347 0.5 2020 Q \n", - "Lap Data:\n", - " Time Driver DriverNumber LapTime \\\n", - "0 0 days 00:23:28.426000 HAM 44 NaT \n", - "1 0 days 00:24:56.769000 HAM 44 0 days 00:01:28.343000 \n", - "2 0 days 00:26:46.183000 HAM 44 0 days 00:01:49.414000 \n", - "3 0 days 00:32:41.745000 HAM 44 NaT \n", - "4 0 days 00:34:21.973000 HAM 44 0 days 00:01:40.228000 \n", + "Weather Data Structure:\n", + "\n", + "RangeIndex: 3340 entries, 0 to 3339\n", + "Data columns (total 11 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 Time 3340 non-null timedelta64[ns]\n", + " 1 Year 3340 non-null int64 \n", + " 2 Event 3340 non-null object \n", + " 3 Session 3340 non-null object \n", + " 4 AirTemp 3340 non-null float64 \n", + " 5 Humidity 3340 non-null float64 \n", + " 6 Pressure 3340 non-null float64 \n", + " 7 Rainfall 3340 non-null bool \n", + " 8 TrackTemp 3340 non-null float64 \n", + " 9 WindDirection 3340 non-null int64 \n", + " 10 WindSpeed 3340 non-null float64 \n", + "dtypes: bool(1), float64(5), int64(2), object(2), timedelta64[ns](1)\n", + "memory usage: 264.3+ KB\n", + "None\n", "\n", - " LapNumber Stint PitOutTime PitInTime \\\n", - "0 1.0 1.0 0 days 00:21:22.161000 NaT \n", - "1 2.0 1.0 NaT NaT \n", - "2 3.0 1.0 NaT 0 days 00:26:44.401000 \n", - "3 4.0 2.0 0 days 00:30:17.211000 NaT \n", - "4 5.0 2.0 NaT 0 days 00:34:20.228000 \n", + "Lap Data Structure:\n", + "\n", + "RangeIndex: 22164 entries, 0 to 22163\n", + "Data columns (total 18 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 Time 22164 non-null timedelta64[ns]\n", + " 1 Year 22164 non-null int64 \n", + " 2 Event 22164 non-null object \n", + " 3 Session 22164 non-null object \n", + " 4 Driver 22164 non-null object \n", + " 5 Team 22164 non-null object \n", + " 6 LapNumber 22164 non-null float64 \n", + " 7 LapTime 21470 non-null timedelta64[ns]\n", + " 8 Sector1Time 21658 non-null timedelta64[ns]\n", + " 9 Sector2Time 22121 non-null timedelta64[ns]\n", + " 10 Sector3Time 22124 non-null timedelta64[ns]\n", + " 11 Compound 22164 non-null object \n", + " 12 TyreLife 22164 non-null float64 \n", + " 13 FreshTyre 22164 non-null bool \n", + " 14 SpeedI1 18914 non-null float64 \n", + " 15 SpeedI2 22124 non-null float64 \n", + " 16 SpeedFL 21288 non-null float64 \n", + " 17 SpeedST 20033 non-null float64 \n", + "dtypes: bool(1), float64(6), int64(1), object(5), timedelta64[ns](5)\n", + "memory usage: 2.9+ MB\n", + "None\n", "\n", - " Sector1Time Sector2Time ... LapStartTime \\\n", - "0 NaT 0 days 00:00:57.104000 ... 0 days 00:21:22.161000 \n", - "1 0 days 00:00:28.083000 0 days 00:00:38.020000 ... 0 days 00:23:28.426000 \n", - "2 0 days 00:00:34.081000 0 days 00:00:45.383000 ... 0 days 00:24:56.769000 \n", - "3 NaT 0 days 00:01:06.133000 ... 0 days 00:26:46.183000 \n", - "4 0 days 00:00:28.239000 0 days 00:00:45.630000 ... 0 days 00:32:41.745000 \n", + "Events per Year:\n", + "Event Bahrain Grand Prix British Grand Prix Mexico City Grand Prix \\\n", + "Year \n", + "2021 1028 970 1261 \n", + "2022 1125 815 1379 \n", + "2023 1056 971 1282 \n", + "2024 1129 961 1215 \n", "\n", - " LapStartDate TrackStatus Position Deleted DeletedReason \\\n", - "0 2020-11-28 14:06:22.193 1 NaN False \n", - "1 2020-11-28 14:08:28.458 1 NaN False \n", - "2 2020-11-28 14:09:56.801 1 NaN False \n", - "3 2020-11-28 14:11:46.215 1 NaN False \n", - "4 2020-11-28 14:17:41.777 1 NaN False \n", + "Event São Paulo Grand Prix United States Grand Prix \n", + "Year \n", + "2021 1360 1044 \n", + "2022 1259 992 \n", + "2023 1109 1014 \n", + "2024 1135 1059 \n", "\n", - " FastF1Generated IsAccurate Year Session \n", - "0 False False 2020 Q \n", - "1 False True 2020 Q \n", - "2 False False 2020 Q \n", - "3 False False 2020 Q \n", - "4 False False 2020 Q \n", + "Drivers per Event:\n", + "Driver\n", + "ALB 5\n", + "ALO 5\n", + "BEA 1\n", + "BOT 5\n", + "COL 3\n", + "DEV 2\n", + "GAS 5\n", + "GIO 5\n", + "HAM 5\n", + "HUL 5\n", + "LAT 5\n", + "LAW 3\n", + "LEC 5\n", + "MAG 5\n", + "MAZ 5\n", + "MSC 5\n", + "NOR 5\n", + "OCO 5\n", + "PER 5\n", + "PIA 5\n", + "RAI 5\n", + "RIC 5\n", + "RUS 5\n", + "SAI 5\n", + "SAR 5\n", + "STR 5\n", + "TSU 5\n", + "VER 5\n", + "VET 5\n", + "ZHO 5\n", + "dtype: int64\n", "\n", - "[5 rows x 33 columns]\n" + "Laps per Driver:\n", + "Driver\n", + "NOR 1200\n", + "HAM 1172\n", + "VER 1171\n", + "PER 1151\n", + "SAI 1139\n", + "LEC 1137\n", + "RUS 1135\n", + "BOT 1115\n", + "ALO 1097\n", + "STR 1088\n", + "GAS 1080\n", + "OCO 1076\n", + "TSU 1059\n", + "RIC 822\n", + "ZHO 811\n", + "ALB 656\n", + "MAG 647\n", + "HUL 626\n", + "LAT 601\n", + "VET 539\n", + "MSC 536\n", + "PIA 520\n", + "SAR 412\n", + "RAI 302\n", + "GIO 301\n", + "MAZ 243\n", + "LAW 195\n", + "COL 156\n", + "DEV 108\n", + "BEA 69\n", + "Name: LapNumber, dtype: int64\n" ] } ], "source": [ - "# Define the cache directory\n", - "cache_dir = '../data/cache'\n", - "if not os.path.exists(cache_dir):\n", - " os.makedirs(cache_dir)\n", + "# Get data from FastF1 API\n", "\n", - "fastf1.Cache.enable_cache(cache_dir)\n", - "\n", - "# Years and sessions of interest\n", - "years = [2021, 2022, 2023, 2024]\n", - "sessions = ['Race']\n", - "events = ['Great Britain', 'Mexico', 'Brazil', 'Bahrain', 'United States'] \n", - "\n", - "# Data holders\n", + "# Data containers\n", "weather_data_list = []\n", "lap_data_list = []\n", "\n", "# Loop through years and sessions\n", "for year in years:\n", - " for session_name in sessions:\n", - " try:\n", - " # Load the session\n", - " session = fastf1.get_session(year, event_name, session_name)\n", - " session.load()\n", - " \n", - " # Process weather data\n", - " weather_data = session.weather_data\n", - " weather_df = pd.DataFrame(weather_data)\n", - " weather_df['Year'] = year\n", - " weather_df['Session'] = session_name\n", - " weather_data_list.append(weather_df)\n", + " for event_name in events: \n", + " for session_name in sessions:\n", + " try:\n", + " print(f\"Processing {year} {event_name} - {session_name}\")\n", + " \n", + " # Load the session\n", + " session = fastf1.get_session(year, event_name, session_name, backend='fastf1')\n", + " session.load()\n", + " \n", + " # Process weather data\n", + " weather_data = session.weather_data\n", + " if weather_data is not None:\n", + " weather_df = pd.DataFrame(weather_data)\n", + " # Add context columns\n", + " weather_df['Year'] = year\n", + " weather_df['Event'] = event_name\n", + " weather_df['Session'] = session_name\n", + " weather_data_list.append(weather_df)\n", "\n", - " # Process lap data\n", - " lap_data = session.laps\n", - " lap_df = pd.DataFrame(lap_data)\n", - " lap_df['Year'] = year\n", - " lap_df['Session'] = session_name\n", - " lap_data_list.append(lap_df)\n", + " # Process lap data\n", + " lap_data = session.laps\n", + " if lap_data is not None:\n", + " lap_df = pd.DataFrame(lap_data)\n", + " # Add context columns\n", + " lap_df['Year'] = year\n", + " lap_df['Event'] = event_name\n", + " lap_df['Session'] = session_name\n", + " # Ensure driver information is included\n", + " if 'Driver' not in lap_df.columns:\n", + " lap_df['Driver'] = lap_df['DriverNumber'].map(session.drivers)\n", + " # Add team information if available\n", + " if 'Team' not in lap_df.columns:\n", + " lap_df['Team'] = lap_df['Driver'].map(session.drivers_info['TeamName'])\n", + " lap_data_list.append(lap_df)\n", " \n", - " except Exception as e:\n", - " print(f\"Error with {event_name} {session_name} ({year}): {e}\")\n", + " except Exception as e:\n", + " print(f\"Error with {event_name} {session_name} ({year}): {e}\")\n", "\n", - "# Combine weather and lap data into separate DataFrames\n", + "# Combine data into DataFrames\n", "if weather_data_list:\n", " weather_data_combined = pd.concat(weather_data_list, ignore_index=True)\n", - " print(\"Weather Data:\")\n", - " print(weather_data_combined.head())\n", + " # Ensure consistent column ordering\n", + " weather_cols = ['Time', 'Year', 'Event', 'Session', \n", + " 'AirTemp', 'Humidity', 'Pressure', 'Rainfall', \n", + " 'TrackTemp', 'WindDirection', 'WindSpeed']\n", + " weather_data_combined = weather_data_combined[weather_cols]\n", + " print(\"\\nWeather Data Structure:\")\n", + " print(weather_data_combined.info())\n", "\n", "if lap_data_list:\n", " lap_data_combined = pd.concat(lap_data_list, ignore_index=True)\n", - " print(\"Lap Data:\")\n", - " print(lap_data_combined.head())" + " # Ensure consistent column ordering\n", + " lap_cols = ['Time', 'Year', 'Event', 'Session', \n", + " 'Driver', 'Team', 'LapNumber', 'LapTime',\n", + " 'Sector1Time', 'Sector2Time', 'Sector3Time',\n", + " 'Compound', 'TyreLife', 'FreshTyre',\n", + " 'SpeedI1', 'SpeedI2', 'SpeedFL', 'SpeedST']\n", + " # Only include columns that exist\n", + " existing_cols = [col for col in lap_cols if col in lap_data_combined.columns]\n", + " lap_data_combined = lap_data_combined[existing_cols]\n", + " print(\"\\nLap Data Structure:\")\n", + " print(lap_data_combined.info())" ] }, { "cell_type": "code", - "execution_count": 4, - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-20T03:39:01.456623Z", - "start_time": "2024-11-20T03:39:01.428009Z" + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Events per Year:\n", + "Event Bahrain Grand Prix British Grand Prix Mexico City Grand Prix \\\n", + "Year \n", + "2021 1028 970 1261 \n", + "2022 1125 815 1379 \n", + "2023 1056 971 1282 \n", + "2024 1129 961 1215 \n", + "\n", + "Event São Paulo Grand Prix United States Grand Prix \n", + "Year \n", + "2021 1360 1044 \n", + "2022 1259 992 \n", + "2023 1109 1014 \n", + "2024 1135 1059 \n", + "\n", + "Drivers per Event:\n", + "Driver\n", + "ALB 5\n", + "ALO 5\n", + "BEA 1\n", + "BOT 5\n", + "COL 3\n", + "DEV 2\n", + "GAS 5\n", + "GIO 5\n", + "HAM 5\n", + "HUL 5\n", + "LAT 5\n", + "LAW 3\n", + "LEC 5\n", + "MAG 5\n", + "MAZ 5\n", + "MSC 5\n", + "NOR 5\n", + "OCO 5\n", + "PER 5\n", + "PIA 5\n", + "RAI 5\n", + "RIC 5\n", + "RUS 5\n", + "SAI 5\n", + "SAR 5\n", + "STR 5\n", + "TSU 5\n", + "VER 5\n", + "VET 5\n", + "ZHO 5\n", + "dtype: int64\n", + "\n", + "Laps per Driver:\n", + "Driver\n", + "NOR 1200\n", + "HAM 1172\n", + "VER 1171\n", + "PER 1151\n", + "SAI 1139\n", + "LEC 1137\n", + "RUS 1135\n", + "BOT 1115\n", + "ALO 1097\n", + "STR 1088\n", + "GAS 1080\n", + "OCO 1076\n", + "TSU 1059\n", + "RIC 822\n", + "ZHO 811\n", + "ALB 656\n", + "MAG 647\n", + "HUL 626\n", + "LAT 601\n", + "VET 539\n", + "MSC 536\n", + "PIA 520\n", + "SAR 412\n", + "RAI 302\n", + "GIO 301\n", + "MAZ 243\n", + "LAW 195\n", + "COL 156\n", + "DEV 108\n", + "BEA 69\n", + "Name: LapNumber, dtype: int64\n" + ] } - }, + ], + "source": [ + "# Display some summary statistics, to ensure the data is correct\n", + "print(\"\\nEvents per Year:\")\n", + "print(lap_data_combined.groupby(['Year', 'Event']).size().unstack())\n", + "\n", + "print(\"\\nDrivers per Event:\")\n", + "print(lap_data_combined.groupby(['Event', 'Driver']).size().unstack().notna().sum())\n", + "\n", + "print(\"\\nLaps per Driver:\")\n", + "print(lap_data_combined.groupby('Driver')['LapNumber'].count().sort_values(ascending=False))" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 3340 entries, 0 to 3339\n", + "Data columns (total 11 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 Time 3340 non-null timedelta64[ns]\n", + " 1 Year 3340 non-null int64 \n", + " 2 Event 3340 non-null object \n", + " 3 Session 3340 non-null object \n", + " 4 AirTemp 3340 non-null float64 \n", + " 5 Humidity 3340 non-null float64 \n", + " 6 Pressure 3340 non-null float64 \n", + " 7 Rainfall 3340 non-null bool \n", + " 8 TrackTemp 3340 non-null float64 \n", + " 9 WindDirection 3340 non-null int64 \n", + " 10 WindSpeed 3340 non-null float64 \n", + "dtypes: bool(1), float64(5), int64(2), object(2), timedelta64[ns](1)\n", + "memory usage: 264.3+ KB\n" + ] + } + ], + "source": [ + "weather_data_combined.info()" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, "outputs": [ { "data": { @@ -472,6 +1620,9 @@ " \n", " \n", " Time\n", + " Year\n", + " Event\n", + " Session\n", " AirTemp\n", " Humidity\n", " Pressure\n", @@ -479,115 +1630,112 @@ " TrackTemp\n", " WindDirection\n", " WindSpeed\n", - " Year\n", - " Session\n", " \n", " \n", " \n", " \n", " 0\n", - " 0 days 00:00:33.157000\n", - " 26.9\n", - " 52.6\n", - " 1015.9\n", + " 0 days 00:00:43.040000\n", + " 2021\n", + " Bahrain Grand Prix\n", + " Race\n", + " 20.9\n", + " 56.4\n", + " 1014.8\n", " False\n", - " 28.7\n", - " 305\n", - " 0.6\n", - " 2020\n", - " Q\n", + " 29.9\n", + " 6\n", + " 1.0\n", " \n", " \n", " 1\n", - " 0 days 00:01:33.168000\n", - " 26.9\n", - " 52.7\n", - " 1016.0\n", + " 0 days 00:01:43.040000\n", + " 2021\n", + " Bahrain Grand Prix\n", + " Race\n", + " 20.8\n", + " 56.8\n", + " 1014.8\n", " False\n", - " 28.6\n", - " 40\n", - " 0.8\n", - " 2020\n", - " Q\n", + " 29.9\n", + " 8\n", + " 1.1\n", " \n", " \n", " 2\n", - " 0 days 00:02:33.172000\n", - " 26.8\n", - " 52.8\n", - " 1015.9\n", + " 0 days 00:02:43.040000\n", + " 2021\n", + " Bahrain Grand Prix\n", + " Race\n", + " 20.8\n", + " 56.8\n", + " 1014.7\n", " False\n", - " 28.5\n", - " 341\n", - " 0.8\n", - " 2020\n", - " Q\n", + " 30.2\n", + " 11\n", + " 1.0\n", " \n", " \n", " 3\n", - " 0 days 00:03:33.168000\n", - " 26.8\n", - " 53.0\n", - " 1015.9\n", + " 0 days 00:03:43.039000\n", + " 2021\n", + " Bahrain Grand Prix\n", + " Race\n", + " 20.8\n", + " 56.7\n", + " 1014.8\n", " False\n", - " 28.5\n", - " 295\n", - " 0.4\n", - " 2020\n", - " Q\n", + " 30.2\n", + " 7\n", + " 1.0\n", " \n", " \n", " 4\n", - " 0 days 00:04:33.155000\n", - " 26.7\n", - " 53.2\n", - " 1016.0\n", + " 0 days 00:04:43.041000\n", + " 2021\n", + " Bahrain Grand Prix\n", + " Race\n", + " 20.8\n", + " 56.1\n", + " 1014.8\n", " False\n", - " 28.5\n", - " 347\n", - " 0.5\n", - " 2020\n", - " Q\n", + " 29.9\n", + " 0\n", + " 0.9\n", " \n", " \n", "\n", "" ], "text/plain": [ - " Time AirTemp Humidity Pressure Rainfall TrackTemp \\\n", - "0 0 days 00:00:33.157000 26.9 52.6 1015.9 False 28.7 \n", - "1 0 days 00:01:33.168000 26.9 52.7 1016.0 False 28.6 \n", - "2 0 days 00:02:33.172000 26.8 52.8 1015.9 False 28.5 \n", - "3 0 days 00:03:33.168000 26.8 53.0 1015.9 False 28.5 \n", - "4 0 days 00:04:33.155000 26.7 53.2 1016.0 False 28.5 \n", + " Time Year Event Session AirTemp Humidity \\\n", + "0 0 days 00:00:43.040000 2021 Bahrain Grand Prix Race 20.9 56.4 \n", + "1 0 days 00:01:43.040000 2021 Bahrain Grand Prix Race 20.8 56.8 \n", + "2 0 days 00:02:43.040000 2021 Bahrain Grand Prix Race 20.8 56.8 \n", + "3 0 days 00:03:43.039000 2021 Bahrain Grand Prix Race 20.8 56.7 \n", + "4 0 days 00:04:43.041000 2021 Bahrain Grand Prix Race 20.8 56.1 \n", "\n", - " WindDirection WindSpeed Year Session \n", - "0 305 0.6 2020 Q \n", - "1 40 0.8 2020 Q \n", - "2 341 0.8 2020 Q \n", - "3 295 0.4 2020 Q \n", - "4 347 0.5 2020 Q " + " Pressure Rainfall TrackTemp WindDirection WindSpeed \n", + "0 1014.8 False 29.9 6 1.0 \n", + "1 1014.8 False 29.9 8 1.1 \n", + "2 1014.7 False 30.2 11 1.0 \n", + "3 1014.8 False 30.2 7 1.0 \n", + "4 1014.8 False 29.9 0 0.9 " ] }, - "execution_count": 4, + "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "# Display data\n", "weather_data_combined.head(5)" ] }, { "cell_type": "code", - "execution_count": 5, - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-20T04:00:16.003135Z", - "start_time": "2024-11-20T04:00:15.970644Z" - } - }, + "execution_count": 32, + "metadata": {}, "outputs": [ { "data": { @@ -611,194 +1759,367 @@ " \n", " \n", " Time\n", + " Year\n", + " AirTemp\n", + " Humidity\n", + " Pressure\n", + " TrackTemp\n", + " WindDirection\n", + " WindSpeed\n", + " \n", + " \n", + " \n", + " \n", + " count\n", + " 3340\n", + " 3340.000000\n", + " 3340.000000\n", + " 3340.000000\n", + " 3340.000000\n", + " 3340.000000\n", + " 3340.000000\n", + " 3340.000000\n", + " \n", + " \n", + " mean\n", + " 0 days 01:24:31.030640119\n", + " 2022.506287\n", + " 23.515120\n", + " 49.327725\n", + " 942.198563\n", + " 37.713174\n", + " 171.006587\n", + " 1.456886\n", + " \n", + " \n", + " std\n", + " 0 days 00:49:45.991344708\n", + " 1.104440\n", + " 4.132815\n", + " 17.572925\n", + " 86.689976\n", + " 9.259403\n", + " 95.769102\n", + " 1.374015\n", + " \n", + " \n", + " min\n", + " 0 days 00:00:05.091000\n", + " 2021.000000\n", + " 14.500000\n", + " 16.000000\n", + " 778.500000\n", + " 20.700000\n", + " 0.000000\n", + " 0.000000\n", + " \n", + " \n", + " 25%\n", + " 0 days 00:41:50.938250\n", + " 2022.000000\n", + " 20.500000\n", + " 36.000000\n", + " 922.500000\n", + " 29.400000\n", + " 104.000000\n", + " 0.600000\n", + " \n", + " \n", + " 50%\n", + " 0 days 01:23:45.092500\n", + " 2023.000000\n", + " 22.900000\n", + " 51.000000\n", + " 992.000000\n", + " 37.400000\n", + " 176.000000\n", + " 1.100000\n", + " \n", + " \n", + " 75%\n", + " 0 days 02:05:19.890750\n", + " 2023.000000\n", + " 27.325000\n", + " 60.000000\n", + " 1006.700000\n", + " 47.100000\n", + " 241.000000\n", + " 1.800000\n", + " \n", + " \n", + " max\n", + " 0 days 03:22:50.536000\n", + " 2024.000000\n", + " 31.000000\n", + " 92.000000\n", + " 1017.500000\n", + " 56.300000\n", + " 359.000000\n", + " 10.100000\n", + " \n", + " \n", + "\n", + "" + ], + "text/plain": [ + " Time Year AirTemp Humidity \\\n", + "count 3340 3340.000000 3340.000000 3340.000000 \n", + "mean 0 days 01:24:31.030640119 2022.506287 23.515120 49.327725 \n", + "std 0 days 00:49:45.991344708 1.104440 4.132815 17.572925 \n", + "min 0 days 00:00:05.091000 2021.000000 14.500000 16.000000 \n", + "25% 0 days 00:41:50.938250 2022.000000 20.500000 36.000000 \n", + "50% 0 days 01:23:45.092500 2023.000000 22.900000 51.000000 \n", + "75% 0 days 02:05:19.890750 2023.000000 27.325000 60.000000 \n", + "max 0 days 03:22:50.536000 2024.000000 31.000000 92.000000 \n", + "\n", + " Pressure TrackTemp WindDirection WindSpeed \n", + "count 3340.000000 3340.000000 3340.000000 3340.000000 \n", + "mean 942.198563 37.713174 171.006587 1.456886 \n", + "std 86.689976 9.259403 95.769102 1.374015 \n", + "min 778.500000 20.700000 0.000000 0.000000 \n", + "25% 922.500000 29.400000 104.000000 0.600000 \n", + "50% 992.000000 37.400000 176.000000 1.100000 \n", + "75% 1006.700000 47.100000 241.000000 1.800000 \n", + "max 1017.500000 56.300000 359.000000 10.100000 " + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "weather_data_combined.describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 22164 entries, 0 to 22163\n", + "Data columns (total 18 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 Time 22164 non-null timedelta64[ns]\n", + " 1 Year 22164 non-null int64 \n", + " 2 Event 22164 non-null object \n", + " 3 Session 22164 non-null object \n", + " 4 Driver 22164 non-null object \n", + " 5 Team 22164 non-null object \n", + " 6 LapNumber 22164 non-null float64 \n", + " 7 LapTime 21470 non-null timedelta64[ns]\n", + " 8 Sector1Time 21658 non-null timedelta64[ns]\n", + " 9 Sector2Time 22121 non-null timedelta64[ns]\n", + " 10 Sector3Time 22124 non-null timedelta64[ns]\n", + " 11 Compound 22164 non-null object \n", + " 12 TyreLife 22164 non-null float64 \n", + " 13 FreshTyre 22164 non-null bool \n", + " 14 SpeedI1 18914 non-null float64 \n", + " 15 SpeedI2 22124 non-null float64 \n", + " 16 SpeedFL 21288 non-null float64 \n", + " 17 SpeedST 20033 non-null float64 \n", + "dtypes: bool(1), float64(6), int64(1), object(5), timedelta64[ns](5)\n", + "memory usage: 2.9+ MB\n" + ] + } + ], + "source": [ + "lap_data_combined.info()" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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TimeYearEventSessionDriverDriverNumberLapTimeTeamLapNumberStintPitOutTimePitInTimeLapTimeSector1TimeSector2Time...LapStartTimeLapStartDateTrackStatusPositionDeletedDeletedReasonFastF1GeneratedIsAccurateYearSessionSector3TimeCompoundTyreLifeFreshTyreSpeedI1SpeedI2SpeedFLSpeedST
00 days 00:23:28.426000HAM44NaT0 days 00:39:14.8710002021Bahrain Grand PrixRaceGASAlphaTauri1.01.00 days 00:21:22.161000NaTNaT0 days 00:00:57.104000...0 days 00:21:22.1610002020-11-28 14:06:22.1931NaN0 days 00:00:56.5430000 days 00:00:34.384000MEDIUM4.0FalseFalseFalse2020Q238.097.0246.0261.0
10 days 00:24:56.769000HAM440 days 00:01:28.3430000 days 00:41:37.1340002021Bahrain Grand PrixRaceGASAlphaTauri2.01.0NaTNaT0 days 00:00:28.0830000 days 00:00:38.020000...0 days 00:23:28.4260002020-11-28 14:08:28.4581NaN0 days 00:02:22.2630000 days 00:00:45.2200000 days 00:01:00.0860000 days 00:00:36.957000MEDIUM5.0FalseFalseTrue2020Q120.0134.0182.0236.0
20 days 00:26:46.183000HAM440 days 00:01:49.4140000 days 00:44:09.7380002021Bahrain Grand PrixRaceGASAlphaTauri3.01.0NaT0 days 00:26:44.4010000 days 00:00:34.0810000 days 00:00:45.383000...0 days 00:24:56.7690002020-11-28 14:09:56.8011NaN0 days 00:00:42.5910000 days 00:01:00.8500000 days 00:00:49.169000MEDIUM6.0FalseFalseFalse2020Q217.099.0176.0229.0
30 days 00:32:41.745000HAM44NaT0 days 00:46:16.5100002021Bahrain Grand PrixRaceGASAlphaTauri4.02.00 days 00:30:17.211000NaTNaT0 days 00:01:06.133000...0 days 00:26:46.1830002020-11-28 14:11:46.21510 days 00:02:06.7720000 days 00:00:33.3360000 days 00:00:50.1860000 days 00:00:43.250000MEDIUM7.0False229.0202.0NaNFalseFalseFalse2020Q297.0
40 days 00:34:21.973000HAM440 days 00:01:40.2280000 days 00:48:28.0440002021Bahrain Grand PrixRaceGASAlphaTauri5.02.0NaT0 days 00:34:20.2280000 days 00:00:28.2390000 days 00:00:45.630000...0 days 00:32:41.7450002020-11-28 14:17:41.7771NaNFalseFalseFalse2020Q0 days 00:02:11.5340000 days 00:01:05.7480000 days 00:00:41.9560000 days 00:00:23.830000HARD1.0True231.0251.0275.0213.0
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5 rows × 33 columns

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" ], "text/plain": [ - " Time Driver DriverNumber LapTime \\\n", - "0 0 days 00:23:28.426000 HAM 44 NaT \n", - "1 0 days 00:24:56.769000 HAM 44 0 days 00:01:28.343000 \n", - "2 0 days 00:26:46.183000 HAM 44 0 days 00:01:49.414000 \n", - "3 0 days 00:32:41.745000 HAM 44 NaT \n", - "4 0 days 00:34:21.973000 HAM 44 0 days 00:01:40.228000 \n", + " Time Year Event Session Driver Team \\\n", + "0 0 days 00:39:14.871000 2021 Bahrain Grand Prix Race GAS AlphaTauri \n", + "1 0 days 00:41:37.134000 2021 Bahrain Grand Prix Race GAS AlphaTauri \n", + "2 0 days 00:44:09.738000 2021 Bahrain Grand Prix Race GAS AlphaTauri \n", + "3 0 days 00:46:16.510000 2021 Bahrain Grand Prix Race GAS AlphaTauri \n", + "4 0 days 00:48:28.044000 2021 Bahrain Grand Prix Race GAS AlphaTauri \n", "\n", - " LapNumber Stint PitOutTime PitInTime \\\n", - "0 1.0 1.0 0 days 00:21:22.161000 NaT \n", - "1 2.0 1.0 NaT NaT \n", - "2 3.0 1.0 NaT 0 days 00:26:44.401000 \n", - "3 4.0 2.0 0 days 00:30:17.211000 NaT \n", - "4 5.0 2.0 NaT 0 days 00:34:20.228000 \n", + " LapNumber LapTime Sector1Time \\\n", + "0 1.0 NaT NaT \n", + "1 2.0 0 days 00:02:22.263000 0 days 00:00:45.220000 \n", + "2 3.0 NaT 0 days 00:00:42.591000 \n", + "3 4.0 0 days 00:02:06.772000 0 days 00:00:33.336000 \n", + "4 5.0 0 days 00:02:11.534000 0 days 00:01:05.748000 \n", "\n", - " Sector1Time Sector2Time ... LapStartTime \\\n", - "0 NaT 0 days 00:00:57.104000 ... 0 days 00:21:22.161000 \n", - "1 0 days 00:00:28.083000 0 days 00:00:38.020000 ... 0 days 00:23:28.426000 \n", - "2 0 days 00:00:34.081000 0 days 00:00:45.383000 ... 0 days 00:24:56.769000 \n", - "3 NaT 0 days 00:01:06.133000 ... 0 days 00:26:46.183000 \n", - "4 0 days 00:00:28.239000 0 days 00:00:45.630000 ... 0 days 00:32:41.745000 \n", + " Sector2Time Sector3Time Compound TyreLife FreshTyre \\\n", + "0 0 days 00:00:56.543000 0 days 00:00:34.384000 MEDIUM 4.0 False \n", + "1 0 days 00:01:00.086000 0 days 00:00:36.957000 MEDIUM 5.0 False \n", + "2 0 days 00:01:00.850000 0 days 00:00:49.169000 MEDIUM 6.0 False \n", + "3 0 days 00:00:50.186000 0 days 00:00:43.250000 MEDIUM 7.0 False \n", + "4 0 days 00:00:41.956000 0 days 00:00:23.830000 HARD 1.0 True \n", "\n", - " LapStartDate TrackStatus Position Deleted DeletedReason \\\n", - "0 2020-11-28 14:06:22.193 1 NaN False \n", - "1 2020-11-28 14:08:28.458 1 NaN False \n", - "2 2020-11-28 14:09:56.801 1 NaN False \n", - "3 2020-11-28 14:11:46.215 1 NaN False \n", - "4 2020-11-28 14:17:41.777 1 NaN False \n", - "\n", - " FastF1Generated IsAccurate Year Session \n", - "0 False False 2020 Q \n", - "1 False True 2020 Q \n", - "2 False False 2020 Q \n", - "3 False False 2020 Q \n", - "4 False False 2020 Q \n", - "\n", - "[5 rows x 33 columns]" + " SpeedI1 SpeedI2 SpeedFL SpeedST \n", + "0 238.0 97.0 246.0 261.0 \n", + "1 120.0 134.0 182.0 236.0 \n", + "2 217.0 99.0 176.0 229.0 \n", + "3 229.0 202.0 NaN 297.0 \n", + "4 231.0 251.0 275.0 213.0 " ] }, - "execution_count": 5, + "execution_count": 33, "metadata": {}, "output_type": "execute_result" } @@ -809,7 +2130,635 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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TimeYearLapNumberLapTimeSector1TimeSector2TimeSector3TimeTyreLifeSpeedI1SpeedI2SpeedFLSpeedST
count2216422164.00000022164.0000002147021658221212212422164.00000018914.00000022124.00000021288.00000020033.000000
mean0 days 01:54:44.8000351922022.48578830.7636260 days 00:01:32.8133972510 days 00:00:28.8151647420 days 00:00:39.7971984530 days 00:00:25.17383524613.626331260.271968237.564997252.587326296.487196
std0 days 00:32:17.2250292501.12119318.3444320 days 00:00:12.7422661270 days 00:00:06.8514028660 days 00:00:06.0545538710 days 00:00:06.7027989039.29216544.50835640.62352241.05303335.907749
min0 days 00:39:08.4190002021.0000001.0000000 days 00:01:11.0100000 days 00:00:18.2810000 days 00:00:29.9910000 days 00:00:16.3960001.00000069.00000040.0000003.00000063.000000
25%0 days 01:28:13.8910002021.00000015.0000000 days 00:01:23.0290000 days 00:00:27.1892500 days 00:00:37.2240000 days 00:00:21.2930006.000000225.000000217.000000241.000000292.000000
50%0 days 01:53:32.5235002022.00000030.0000000 days 00:01:33.5120000 days 00:00:29.1870000 days 00:00:39.8790000 days 00:00:24.02600012.000000282.000000250.000000248.000000301.000000
75%0 days 02:19:43.3267502023.00000045.0000000 days 00:01:40.2917500 days 00:00:30.6380000 days 00:00:42.0340000 days 00:00:26.93475019.000000297.000000261.000000282.000000317.000000
max0 days 03:20:47.6480002024.00000071.0000000 days 00:02:29.8400000 days 00:01:38.7940000 days 00:01:32.6110000 days 00:01:36.01100069.000000333.000000300.000000344.000000362.000000
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" + ], + "text/plain": [ + " Time Year LapNumber \\\n", + "count 22164 22164.000000 22164.000000 \n", + "mean 0 days 01:54:44.800035192 2022.485788 30.763626 \n", + "std 0 days 00:32:17.225029250 1.121193 18.344432 \n", + "min 0 days 00:39:08.419000 2021.000000 1.000000 \n", + "25% 0 days 01:28:13.891000 2021.000000 15.000000 \n", + "50% 0 days 01:53:32.523500 2022.000000 30.000000 \n", + "75% 0 days 02:19:43.326750 2023.000000 45.000000 \n", + "max 0 days 03:20:47.648000 2024.000000 71.000000 \n", + "\n", + " LapTime Sector1Time \\\n", + "count 21470 21658 \n", + "mean 0 days 00:01:32.813397251 0 days 00:00:28.815164742 \n", + "std 0 days 00:00:12.742266127 0 days 00:00:06.851402866 \n", + "min 0 days 00:01:11.010000 0 days 00:00:18.281000 \n", + "25% 0 days 00:01:23.029000 0 days 00:00:27.189250 \n", + "50% 0 days 00:01:33.512000 0 days 00:00:29.187000 \n", + "75% 0 days 00:01:40.291750 0 days 00:00:30.638000 \n", + "max 0 days 00:02:29.840000 0 days 00:01:38.794000 \n", + "\n", + " Sector2Time Sector3Time TyreLife \\\n", + "count 22121 22124 22164.000000 \n", + "mean 0 days 00:00:39.797198453 0 days 00:00:25.173835246 13.626331 \n", + "std 0 days 00:00:06.054553871 0 days 00:00:06.702798903 9.292165 \n", + "min 0 days 00:00:29.991000 0 days 00:00:16.396000 1.000000 \n", + "25% 0 days 00:00:37.224000 0 days 00:00:21.293000 6.000000 \n", + "50% 0 days 00:00:39.879000 0 days 00:00:24.026000 12.000000 \n", + "75% 0 days 00:00:42.034000 0 days 00:00:26.934750 19.000000 \n", + "max 0 days 00:01:32.611000 0 days 00:01:36.011000 69.000000 \n", + "\n", + " SpeedI1 SpeedI2 SpeedFL SpeedST \n", + "count 18914.000000 22124.000000 21288.000000 20033.000000 \n", + "mean 260.271968 237.564997 252.587326 296.487196 \n", + "std 44.508356 40.623522 41.053033 35.907749 \n", + "min 69.000000 40.000000 3.000000 63.000000 \n", + "25% 225.000000 217.000000 241.000000 292.000000 \n", + "50% 282.000000 250.000000 248.000000 301.000000 \n", + "75% 297.000000 261.000000 282.000000 317.000000 \n", + "max 333.000000 300.000000 344.000000 362.000000 " + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lap_data_combined.describe()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Data Description\n", + "Our data comes from the FastF1 API, which provides detailed Formula One racing data. Each observation represents a single lap during a race or qualifying session, including:\n", + "\n", + "Key Variables:\n", + "- **Time**: Timestamp of the lap\n", + "- **Driver**: Driver identifier\n", + "- **LapTime**: Time taken to complete the lap\n", + "- **Weather Conditions**:\n", + " - TrackTemp: Track temperature in Celsius\n", + " - AirTemp: Air temperature in Celsius\n", + " - Humidity: Percentage\n", + " - Rainfall: Boolean indicating presence of rain\n", + "- **Performance Metrics**:\n", + " - Sector times (1,2,3)\n", + " - Speed measurements at various points\n", + " - Compound: Tire compound used\n", + " - TyreLife: Age of tires in laps\n", + "\n", + "Each lap is represented as a fixed-length vector containing these attributes, making it suitable for machine learning algorithms." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Data Preprocessing Steps\n", + "1. Time Conversion:\n", + " - Converting lap times from timedelta to seconds\n", + " - Standardizing timestamps for weather correlation\n", + "\n", + "2. Missing Value Handling:\n", + " - Removing incomplete laps\n", + " - Handling missing weather data\n", + "\n", + "3. Feature Engineering:\n", + " - Creating derived features from raw data\n", + " - Normalizing numerical values\n", + "\n", + "4. Data Integration:\n", + " - Merging weather and lap data\n", + " - Ensuring temporal alignment of measurements" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [], + "source": [ + "# Time conversion\n", + "# Function to convert timedelta to datetime\n", + "def convert_timedelta_to_datetime(df, base_date='2021-01-01'):\n", + " if 'Time' in df.columns:\n", + " # Create a base datetime and add the timedelta\n", + " base = pd.Timestamp(base_date)\n", + " if df['Time'].dtype == 'timedelta64[ns]':\n", + " df['Time'] = base + df['Time']\n", + " return df\n", + "\n", + "# Apply conversion to both dataframes\n", + "weather_data_combined = convert_timedelta_to_datetime(weather_data_combined)\n", + "lap_data_combined = convert_timedelta_to_datetime(lap_data_combined)" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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TimeYearEventSessionAirTempHumidityPressureRainfallTrackTempWindDirectionWindSpeed
02021-01-01 00:00:43.0402021Bahrain Grand PrixRace20.956.41014.8False29.961.0
12021-01-01 00:01:43.0402021Bahrain Grand PrixRace20.856.81014.8False29.981.1
22021-01-01 00:02:43.0402021Bahrain Grand PrixRace20.856.81014.7False30.2111.0
32021-01-01 00:03:43.0392021Bahrain Grand PrixRace20.856.71014.8False30.271.0
42021-01-01 00:04:43.0412021Bahrain Grand PrixRace20.856.11014.8False29.900.9
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" + ], + "text/plain": [ + " Time Year Event Session AirTemp \\\n", + "0 2021-01-01 00:00:43.040 2021 Bahrain Grand Prix Race 20.9 \n", + "1 2021-01-01 00:01:43.040 2021 Bahrain Grand Prix Race 20.8 \n", + "2 2021-01-01 00:02:43.040 2021 Bahrain Grand Prix Race 20.8 \n", + "3 2021-01-01 00:03:43.039 2021 Bahrain Grand Prix Race 20.8 \n", + "4 2021-01-01 00:04:43.041 2021 Bahrain Grand Prix Race 20.8 \n", + "\n", + " Humidity Pressure Rainfall TrackTemp WindDirection WindSpeed \n", + "0 56.4 1014.8 False 29.9 6 1.0 \n", + "1 56.8 1014.8 False 29.9 8 1.1 \n", + "2 56.8 1014.7 False 30.2 11 1.0 \n", + "3 56.7 1014.8 False 30.2 7 1.0 \n", + "4 56.1 1014.8 False 29.9 0 0.9 " + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Verify the conversion\n", + "lap_data_combined.head(5)\n", + "weather_data_combined.head(5)" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Time 0\n", + "Year 0\n", + "Event 0\n", + "Session 0\n", + "AirTemp 0\n", + "Humidity 0\n", + "Pressure 0\n", + "Rainfall 0\n", + "TrackTemp 0\n", + "WindDirection 0\n", + "WindSpeed 0\n", + "dtype: int64\n", + "Time 0\n", + "Year 0\n", + "Event 0\n", + "Session 0\n", + "Driver 0\n", + "Team 0\n", + "LapNumber 0\n", + "LapTime 694\n", + "Sector1Time 506\n", + "Sector2Time 43\n", + "Sector3Time 40\n", + "Compound 0\n", + "TyreLife 0\n", + "FreshTyre 0\n", + "SpeedI1 3250\n", + "SpeedI2 40\n", + "SpeedFL 876\n", + "SpeedST 2131\n", + "LapTime_seconds 694\n", + "dtype: int64\n" + ] + } + ], + "source": [ + "# Missing value handling\n", + "# Are there any missing values?\n", + "print(weather_data_combined.isnull().sum())\n", + "print(lap_data_combined.isnull().sum())" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [], + "source": [ + "# Remove missing values\n", + "weather_data_combined = weather_data_combined.dropna()\n", + "lap_data_combined = lap_data_combined.dropna()" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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TimeYearEventSessionAirTempHumidityPressureRainfallTrackTempWindDirectionWindSpeed
02021-01-01 00:00:43.0402021Bahrain Grand PrixRace20.956.41014.8False29.961.0
12021-01-01 00:01:43.0402021Bahrain Grand PrixRace20.856.81014.8False29.981.1
22021-01-01 00:02:43.0402021Bahrain Grand PrixRace20.856.81014.7False30.2111.0
32021-01-01 00:03:43.0392021Bahrain Grand PrixRace20.856.71014.8False30.271.0
42021-01-01 00:04:43.0412021Bahrain Grand PrixRace20.856.11014.8False29.900.9
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" + ], + "text/plain": [ + " Time Year Event Session AirTemp \\\n", + "0 2021-01-01 00:00:43.040 2021 Bahrain Grand Prix Race 20.9 \n", + "1 2021-01-01 00:01:43.040 2021 Bahrain Grand Prix Race 20.8 \n", + "2 2021-01-01 00:02:43.040 2021 Bahrain Grand Prix Race 20.8 \n", + "3 2021-01-01 00:03:43.039 2021 Bahrain Grand Prix Race 20.8 \n", + "4 2021-01-01 00:04:43.041 2021 Bahrain Grand Prix Race 20.8 \n", + "\n", + " Humidity Pressure Rainfall TrackTemp WindDirection WindSpeed \n", + "0 56.4 1014.8 False 29.9 6 1.0 \n", + "1 56.8 1014.8 False 29.9 8 1.1 \n", + "2 56.8 1014.7 False 30.2 11 1.0 \n", + "3 56.7 1014.8 False 30.2 7 1.0 \n", + "4 56.1 1014.8 False 29.9 0 0.9 " + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Verify the drop\n", + "lap_data_combined.head(5)\n", + "weather_data_combined.head(5)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, "metadata": { "ExecuteTime": { "end_time": "2024-11-20T03:42:50.147348Z", @@ -822,108 +2771,83 @@ "output_type": "stream", "text": [ "\n", - "RangeIndex: 1244 entries, 0 to 1243\n", - "Data columns (total 10 columns):\n", + "RangeIndex: 3340 entries, 0 to 3339\n", + "Data columns (total 11 columns):\n", " # Column Non-Null Count Dtype \n", "--- ------ -------------- ----- \n", - " 0 Time 1244 non-null timedelta64[ns]\n", - " 1 AirTemp 1244 non-null float64 \n", - " 2 Humidity 1244 non-null float64 \n", - " 3 Pressure 1244 non-null float64 \n", - " 4 Rainfall 1244 non-null bool \n", - " 5 TrackTemp 1244 non-null float64 \n", - " 6 WindDirection 1244 non-null int64 \n", - " 7 WindSpeed 1244 non-null float64 \n", - " 8 Year 1244 non-null int64 \n", - " 9 Session 1244 non-null object \n", - "dtypes: bool(1), float64(5), int64(2), object(1), timedelta64[ns](1)\n", - "memory usage: 88.8+ KB\n", + " 0 Time 3340 non-null timedelta64[ns]\n", + " 1 Year 3340 non-null int64 \n", + " 2 Event 3340 non-null object \n", + " 3 Session 3340 non-null object \n", + " 4 AirTemp 3340 non-null float64 \n", + " 5 Humidity 3340 non-null float64 \n", + " 6 Pressure 3340 non-null float64 \n", + " 7 Rainfall 3340 non-null bool \n", + " 8 TrackTemp 3340 non-null float64 \n", + " 9 WindDirection 3340 non-null int64 \n", + " 10 WindSpeed 3340 non-null float64 \n", + "dtypes: bool(1), float64(5), int64(2), object(2), timedelta64[ns](1)\n", + "memory usage: 264.3+ KB\n", "\n", - "RangeIndex: 6628 entries, 0 to 6627\n", - "Data columns (total 33 columns):\n", - " # Column Non-Null Count Dtype \n", - "--- ------ -------------- ----- \n", - " 0 Time 6628 non-null timedelta64[ns]\n", - " 1 Driver 6628 non-null object \n", - " 2 DriverNumber 6628 non-null object \n", - " 3 LapTime 6058 non-null timedelta64[ns]\n", - " 4 LapNumber 6628 non-null float64 \n", - " 5 Stint 6628 non-null float64 \n", - " 6 PitOutTime 689 non-null timedelta64[ns]\n", - " 7 PitInTime 694 non-null timedelta64[ns]\n", - " 8 Sector1Time 6056 non-null timedelta64[ns]\n", - " 9 Sector2Time 6599 non-null timedelta64[ns]\n", - " 10 Sector3Time 6566 non-null timedelta64[ns]\n", - " 11 Sector1SessionTime 6048 non-null timedelta64[ns]\n", - " 12 Sector2SessionTime 6599 non-null timedelta64[ns]\n", - " 13 Sector3SessionTime 6566 non-null timedelta64[ns]\n", - " 14 SpeedI1 5394 non-null float64 \n", - " 15 SpeedI2 6601 non-null float64 \n", - " 16 SpeedFL 5926 non-null float64 \n", - " 17 SpeedST 5944 non-null float64 \n", - " 18 IsPersonalBest 6622 non-null object \n", - " 19 Compound 6628 non-null object \n", - " 20 TyreLife 6628 non-null float64 \n", - " 21 FreshTyre 6628 non-null bool \n", - " 22 Team 6628 non-null object \n", - " 23 LapStartTime 6628 non-null timedelta64[ns]\n", - " 24 LapStartDate 6622 non-null datetime64[ns] \n", - " 25 TrackStatus 6628 non-null object \n", - " 26 Position 5349 non-null float64 \n", - " 27 Deleted 6628 non-null bool \n", - " 28 DeletedReason 6622 non-null object \n", - " 29 FastF1Generated 6628 non-null bool \n", - " 30 IsAccurate 6628 non-null bool \n", - " 31 Year 6628 non-null int64 \n", - " 32 Session 6628 non-null object \n", - "dtypes: bool(4), datetime64[ns](1), float64(8), int64(1), object(8), timedelta64[ns](11)\n", - "memory usage: 1.5+ MB\n", - "Time 1244\n", - "AirTemp 107\n", - "Humidity 240\n", - "Pressure 62\n", - "Rainfall 1\n", - "TrackTemp 144\n", - "WindDirection 301\n", - "WindSpeed 31\n", - "Year 5\n", - "Session 2\n", + "RangeIndex: 22164 entries, 0 to 22163\n", + "Data columns (total 18 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 Time 22164 non-null timedelta64[ns]\n", + " 1 Year 22164 non-null int64 \n", + " 2 Event 22164 non-null object \n", + " 3 Session 22164 non-null object \n", + " 4 Driver 22164 non-null object \n", + " 5 Team 22164 non-null object \n", + " 6 LapNumber 22164 non-null float64 \n", + " 7 LapTime 21470 non-null timedelta64[ns]\n", + " 8 Sector1Time 21658 non-null timedelta64[ns]\n", + " 9 Sector2Time 22121 non-null timedelta64[ns]\n", + " 10 Sector3Time 22124 non-null timedelta64[ns]\n", + " 11 Compound 22164 non-null object \n", + " 12 TyreLife 22164 non-null float64 \n", + " 13 FreshTyre 22164 non-null bool \n", + " 14 SpeedI1 18914 non-null float64 \n", + " 15 SpeedI2 22124 non-null float64 \n", + " 16 SpeedFL 21288 non-null float64 \n", + " 17 SpeedST 20033 non-null float64 \n", + "dtypes: bool(1), float64(6), int64(1), object(5), timedelta64[ns](5)\n", + "memory usage: 2.9+ MB\n", + "Time 3340\n", + "Year 4\n", + "Event 5\n", + "Session 1\n", + "AirTemp 160\n", + "Humidity 306\n", + "Pressure 190\n", + "Rainfall 2\n", + "TrackTemp 338\n", + "WindDirection 358\n", + "WindSpeed 76\n", "dtype: int64\n", - "Time 6622\n", - "Driver 29\n", - "DriverNumber 30\n", - "LapTime 4811\n", - "LapNumber 57\n", - "Stint 7\n", - "PitOutTime 689\n", - "PitInTime 694\n", - "Sector1Time 3257\n", - "Sector2Time 4280\n", - "Sector3Time 3395\n", - "Sector1SessionTime 6043\n", - "Sector2SessionTime 6598\n", - "Sector3SessionTime 6558\n", - "SpeedI1 175\n", - "SpeedI2 204\n", - "SpeedFL 171\n", - "SpeedST 288\n", - "IsPersonalBest 2\n", - "Compound 3\n", - "TyreLife 37\n", - "FreshTyre 2\n", - "Team 15\n", - "LapStartTime 6511\n", - "LapStartDate 6509\n", - "TrackStatus 18\n", - "Position 20\n", - "Deleted 2\n", - "DeletedReason 38\n", - "FastF1Generated 2\n", - "IsAccurate 2\n", - "Year 5\n", - "Session 2\n", + "Time 22118\n", + "Year 4\n", + "Event 5\n", + "Session 1\n", + "Driver 30\n", + "Team 13\n", + "LapNumber 71\n", + "LapTime 15288\n", + "Sector1Time 8943\n", + "Sector2Time 10826\n", + "Sector3Time 9713\n", + "Compound 5\n", + "TyreLife 69\n", + "FreshTyre 2\n", + "SpeedI1 252\n", + "SpeedI2 242\n", + "SpeedFL 301\n", + "SpeedST 285\n", "dtype: int64\n", "Time 0\n", + "Year 0\n", + "Event 0\n", + "Session 0\n", "AirTemp 0\n", "Humidity 0\n", "Pressure 0\n", @@ -931,42 +2855,25 @@ "TrackTemp 0\n", "WindDirection 0\n", "WindSpeed 0\n", - "Year 0\n", - "Session 0\n", "dtype: int64\n", - "Time 0\n", - "Driver 0\n", - "DriverNumber 0\n", - "LapTime 570\n", - "LapNumber 0\n", - "Stint 0\n", - "PitOutTime 5939\n", - "PitInTime 5934\n", - "Sector1Time 572\n", - "Sector2Time 29\n", - "Sector3Time 62\n", - "Sector1SessionTime 580\n", - "Sector2SessionTime 29\n", - "Sector3SessionTime 62\n", - "SpeedI1 1234\n", - "SpeedI2 27\n", - "SpeedFL 702\n", - "SpeedST 684\n", - "IsPersonalBest 6\n", - "Compound 0\n", - "TyreLife 0\n", - "FreshTyre 0\n", - "Team 0\n", - "LapStartTime 0\n", - "LapStartDate 6\n", - "TrackStatus 0\n", - "Position 1279\n", - "Deleted 0\n", - "DeletedReason 6\n", - "FastF1Generated 0\n", - "IsAccurate 0\n", - "Year 0\n", - "Session 0\n", + "Time 0\n", + "Year 0\n", + "Event 0\n", + "Session 0\n", + "Driver 0\n", + "Team 0\n", + "LapNumber 0\n", + "LapTime 694\n", + "Sector1Time 506\n", + "Sector2Time 43\n", + "Sector3Time 40\n", + "Compound 0\n", + "TyreLife 0\n", + "FreshTyre 0\n", + "SpeedI1 3250\n", + "SpeedI2 40\n", + "SpeedFL 876\n", + "SpeedST 2131\n", "dtype: int64\n" ] } @@ -987,13 +2894,8 @@ }, { "cell_type": "code", - "execution_count": 7, - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-20T03:38:18.767017Z", - "start_time": "2024-11-20T03:38:18.692890Z" - } - }, + "execution_count": 47, + "metadata": {}, "outputs": [ { "data": { @@ -1017,538 +2919,519 @@ " \n", " \n", " Time\n", - " AirTemp\n", - " Humidity\n", - " Pressure\n", - " TrackTemp\n", - " WindDirection\n", - " WindSpeed\n", " Year\n", - " \n", - " \n", - " \n", - " \n", - " count\n", - " 1244\n", - " 1244.000000\n", - " 1244.000000\n", - " 1244.000000\n", - " 1244.000000\n", - " 1244.000000\n", - " 1244.000000\n", - " 1244.000000\n", - " \n", - " \n", - " mean\n", - " 0 days 01:10:54.298340032\n", - " 23.295579\n", - " 45.302331\n", - " 1015.170096\n", - " 27.604582\n", - " 152.864148\n", - " 0.776367\n", - " 2021.926849\n", - " \n", - " \n", - " std\n", - " 0 days 00:49:12.934930673\n", - " 3.554556\n", - " 16.844089\n", - " 2.753137\n", - " 3.205810\n", - " 132.617082\n", - " 0.498481\n", - " 1.447483\n", - " \n", - " \n", - " min\n", - " 0 days 00:00:14.093000\n", - " 17.600000\n", - " 15.000000\n", - " 1008.400000\n", - " 20.800000\n", - " 0.000000\n", - " 0.000000\n", - " 2020.000000\n", - " \n", - " \n", - " 25%\n", - " 0 days 00:31:15.284250\n", - " 19.700000\n", - " 33.000000\n", - " 1013.700000\n", - " 26.200000\n", - " 15.000000\n", - " 0.500000\n", - " 2021.000000\n", - " \n", - " \n", - " 50%\n", - " 0 days 01:02:24.641500\n", - " 24.300000\n", - " 49.000000\n", - " 1016.100000\n", - " 27.600000\n", - " 161.000000\n", - " 0.700000\n", - " 2022.000000\n", - " \n", - " \n", - " 75%\n", - " 0 days 01:43:50.269000\n", - " 26.100000\n", - " 56.125000\n", - " 1017.000000\n", - " 29.300000\n", - " 294.000000\n", - " 1.000000\n", - " 2023.000000\n", - " \n", - " \n", - " max\n", - " 0 days 03:35:39.278000\n", - " 30.400000\n", - " 75.500000\n", - " 1019.300000\n", - " 35.600000\n", - " 359.000000\n", - " 3.100000\n", - " 2024.000000\n", - " \n", - " \n", - "\n", - "" - ], - "text/plain": [ - " Time AirTemp Humidity Pressure \\\n", - "count 1244 1244.000000 1244.000000 1244.000000 \n", - "mean 0 days 01:10:54.298340032 23.295579 45.302331 1015.170096 \n", - "std 0 days 00:49:12.934930673 3.554556 16.844089 2.753137 \n", - "min 0 days 00:00:14.093000 17.600000 15.000000 1008.400000 \n", - "25% 0 days 00:31:15.284250 19.700000 33.000000 1013.700000 \n", - "50% 0 days 01:02:24.641500 24.300000 49.000000 1016.100000 \n", - "75% 0 days 01:43:50.269000 26.100000 56.125000 1017.000000 \n", - "max 0 days 03:35:39.278000 30.400000 75.500000 1019.300000 \n", - "\n", - " TrackTemp WindDirection WindSpeed Year \n", - "count 1244.000000 1244.000000 1244.000000 1244.000000 \n", - "mean 27.604582 152.864148 0.776367 2021.926849 \n", - "std 3.205810 132.617082 0.498481 1.447483 \n", - "min 20.800000 0.000000 0.000000 2020.000000 \n", - "25% 26.200000 15.000000 0.500000 2021.000000 \n", - "50% 27.600000 161.000000 0.700000 2022.000000 \n", - "75% 29.300000 294.000000 1.000000 2023.000000 \n", - "max 35.600000 359.000000 3.100000 2024.000000 " - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "#Describe the data\n", - "weather_data_combined.describe()" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-20T03:39:18.917017Z", - "start_time": "2024-11-20T03:39:18.855681Z" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "
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TimeLapTimeEventSessionDriverTeamLapNumberStintPitOutTimePitInTimeLapTimeSector1TimeSector2TimeSector3TimeSector1SessionTime...Sector3SessionTimeCompoundTyreLifeFreshTyreSpeedI1SpeedI2SpeedFLSpeedSTTyreLifeLapStartTimeLapStartDatePositionYearLapTime_seconds
count662860586628.0000006628.0000006896946056659965666048...65665394.0000006601.0000005926.0000005944.0000006628.000000662866225349.0000006628.00000012021-01-01 00:41:37.1342021Bahrain Grand PrixRaceGASAlphaTauri2.00 days 00:02:22.2630000 days 00:00:45.2200000 days 00:01:00.0860000 days 00:00:36.957000MEDIUM5.0False120.0134.0182.0236.0142.263
mean0 days 01:42:02.1923713030 days 00:01:41.11775866624.3667772.5458660 days 01:07:15.4796037730 days 01:08:51.7783429390 days 00:00:32.8017278730 days 00:00:44.3828510380 days 00:00:25.8638967400 days 01:45:48.699285218...0 days 01:42:19.752332013221.138673240.172095277.101249276.0238908.9222990 days 01:40:00.8885146342022-05-19 11:52:27.3287777289.9801832022.04511242021-01-01 00:48:28.0442021Bahrain Grand PrixRaceGASAlphaTauri5.00 days 00:02:11.5340000 days 00:01:05.7480000 days 00:00:41.9560000 days 00:00:23.830000HARD1.0True231.0251.0275.0213.0131.534
min0 days 00:15:27.7650000 days 00:01:27.2640001.0000001.0000000 days 00:13:35.5530000 days 00:18:28.4150000 days 00:00:27.6690000 days 00:00:37.7150000 days 00:00:21.8530000 days 00:15:57.525000...0 days 00:15:28.00500054.00000044.00000042.00000031.0000001.0000000 days 00:13:35.5530002020-11-28 14:00:03.4210001.0000002020.00000052021-01-01 00:50:04.7212021Bahrain Grand PrixRaceGASAlphaTauri6.00 days 00:01:36.6770000 days 00:00:30.9900000 days 00:00:41.8020000 days 00:00:23.885000HARD2.0True233.0254.0275.0280.096.677
25%0 days 01:09:17.5055000 days 00:01:36.2192509.0000002.0000000 days 00:29:59.1070000 days 00:35:37.6622500 days 00:00:30.7327500 days 00:00:41.6765000 days 00:00:23.7360000 days 01:14:22.595250...0 days 01:09:21.996000225.000000241.000000277.000000280.0000003.0000000 days 01:06:55.9955002021-03-28 15:21:05.4147499525.0000002021.00000062021-01-01 00:51:41.6752021Bahrain Grand PrixRaceGASAlphaTauri7.00 days 00:01:36.9540000 days 00:00:31.1760000 days 00:00:41.6780000 days 00:00:24.100000HARD3.0True232.0252.0274.0282.096.954
50%0 days 01:39:58.3020000 days 00:01:37.86550022.0000002.0000000 days 00:59:30.3800000 days 00:58:21.2415000 days 00:00:31.1480000 days 00:00:42.5820000 days 00:00:24.1260000 days 01:44:32.815000...0 days 01:40:39.423500231.000000250.000000281.000000295.0000008.0000000 days 01:38:20.1610002022-03-20 15:46:26.37799987210.0000002022.000000
75%0 days 02:13:43.2485000 days 00:01:40.39150039.0000003.0000000 days 01:28:09.3430000 days 01:25:50.7960000 days 00:00:31.7920000 days 00:00:43.7795000 days 00:00:24.9017500 days 02:15:42.518250...0 days 02:14:05.441000235.000000257.000000284.000000303.00000013.0000000 days 02:12:04.5752502023-03-05 16:12:27.61200015.0000002023.000000
max0 days 03:33:47.4280000 days 00:03:05.09200057.0000007.0000000 days 03:28:04.3890000 days 03:27:38.6380000 days 00:01:39.1600000 days 00:01:27.3400000 days 00:01:10.4780000 days 03:32:33.946000...0 days 03:33:47.428000248.000000274.000000302.000000333.00000037.0000000 days 03:32:00.1210002024-03-02 16:35:23.28000020.0000002024.000000
std0 days 00:44:32.8912776240 days 00:00:10.57513220716.8600941.1550310 days 00:41:40.5849278460 days 00:39:18.2270300520 days 00:00:05.8435876090 days 00:00:06.0251954530 days 00:00:04.8621554150 days 00:42:50.934311129...0 days 00:44:32.42562987228.86124232.65715522.13379852.8784716.4752310 days 00:44:57.137961013NaN5.5117661.41173182021-01-01 00:54:56.1292021Bahrain Grand PrixRaceGASAlphaTauri9.00 days 00:01:37.0300000 days 00:00:31.2560000 days 00:00:41.9110000 days 00:00:23.863000HARD5.0True234.0248.0276.0286.097.030
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8 rows × 21 columns

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" ], "text/plain": [ - " Time LapTime LapNumber \\\n", - "count 6628 6058 6628.000000 \n", - "mean 0 days 01:42:02.192371303 0 days 00:01:41.117758666 24.366777 \n", - "min 0 days 00:15:27.765000 0 days 00:01:27.264000 1.000000 \n", - "25% 0 days 01:09:17.505500 0 days 00:01:36.219250 9.000000 \n", - "50% 0 days 01:39:58.302000 0 days 00:01:37.865500 22.000000 \n", - "75% 0 days 02:13:43.248500 0 days 00:01:40.391500 39.000000 \n", - "max 0 days 03:33:47.428000 0 days 00:03:05.092000 57.000000 \n", - "std 0 days 00:44:32.891277624 0 days 00:00:10.575132207 16.860094 \n", + " Time Year Event Session Driver \\\n", + "1 2021-01-01 00:41:37.134 2021 Bahrain Grand Prix Race GAS \n", + "4 2021-01-01 00:48:28.044 2021 Bahrain Grand Prix Race GAS \n", + "5 2021-01-01 00:50:04.721 2021 Bahrain Grand Prix Race GAS \n", + "6 2021-01-01 00:51:41.675 2021 Bahrain Grand Prix Race GAS \n", + "8 2021-01-01 00:54:56.129 2021 Bahrain Grand Prix Race GAS \n", "\n", - " Stint PitOutTime PitInTime \\\n", - "count 6628.000000 689 694 \n", - "mean 2.545866 0 days 01:07:15.479603773 0 days 01:08:51.778342939 \n", - "min 1.000000 0 days 00:13:35.553000 0 days 00:18:28.415000 \n", - "25% 2.000000 0 days 00:29:59.107000 0 days 00:35:37.662250 \n", - "50% 2.000000 0 days 00:59:30.380000 0 days 00:58:21.241500 \n", - "75% 3.000000 0 days 01:28:09.343000 0 days 01:25:50.796000 \n", - "max 7.000000 0 days 03:28:04.389000 0 days 03:27:38.638000 \n", - "std 1.155031 0 days 00:41:40.584927846 0 days 00:39:18.227030052 \n", + " Team LapNumber LapTime Sector1Time \\\n", + "1 AlphaTauri 2.0 0 days 00:02:22.263000 0 days 00:00:45.220000 \n", + "4 AlphaTauri 5.0 0 days 00:02:11.534000 0 days 00:01:05.748000 \n", + "5 AlphaTauri 6.0 0 days 00:01:36.677000 0 days 00:00:30.990000 \n", + "6 AlphaTauri 7.0 0 days 00:01:36.954000 0 days 00:00:31.176000 \n", + "8 AlphaTauri 9.0 0 days 00:01:37.030000 0 days 00:00:31.256000 \n", "\n", - " Sector1Time Sector2Time \\\n", - "count 6056 6599 \n", - "mean 0 days 00:00:32.801727873 0 days 00:00:44.382851038 \n", - "min 0 days 00:00:27.669000 0 days 00:00:37.715000 \n", - "25% 0 days 00:00:30.732750 0 days 00:00:41.676500 \n", - "50% 0 days 00:00:31.148000 0 days 00:00:42.582000 \n", - "75% 0 days 00:00:31.792000 0 days 00:00:43.779500 \n", - "max 0 days 00:01:39.160000 0 days 00:01:27.340000 \n", - "std 0 days 00:00:05.843587609 0 days 00:00:06.025195453 \n", + " Sector2Time Sector3Time Compound TyreLife FreshTyre \\\n", + "1 0 days 00:01:00.086000 0 days 00:00:36.957000 MEDIUM 5.0 False \n", + "4 0 days 00:00:41.956000 0 days 00:00:23.830000 HARD 1.0 True \n", + "5 0 days 00:00:41.802000 0 days 00:00:23.885000 HARD 2.0 True \n", + "6 0 days 00:00:41.678000 0 days 00:00:24.100000 HARD 3.0 True \n", + "8 0 days 00:00:41.911000 0 days 00:00:23.863000 HARD 5.0 True \n", "\n", - " Sector3Time Sector1SessionTime ... \\\n", - "count 6566 6048 ... \n", - "mean 0 days 00:00:25.863896740 0 days 01:45:48.699285218 ... \n", - "min 0 days 00:00:21.853000 0 days 00:15:57.525000 ... \n", - "25% 0 days 00:00:23.736000 0 days 01:14:22.595250 ... \n", - "50% 0 days 00:00:24.126000 0 days 01:44:32.815000 ... \n", - "75% 0 days 00:00:24.901750 0 days 02:15:42.518250 ... \n", - "max 0 days 00:01:10.478000 0 days 03:32:33.946000 ... \n", - "std 0 days 00:00:04.862155415 0 days 00:42:50.934311129 ... \n", - "\n", - " Sector3SessionTime SpeedI1 SpeedI2 SpeedFL \\\n", - "count 6566 5394.000000 6601.000000 5926.000000 \n", - "mean 0 days 01:42:19.752332013 221.138673 240.172095 277.101249 \n", - "min 0 days 00:15:28.005000 54.000000 44.000000 42.000000 \n", - "25% 0 days 01:09:21.996000 225.000000 241.000000 277.000000 \n", - "50% 0 days 01:40:39.423500 231.000000 250.000000 281.000000 \n", - "75% 0 days 02:14:05.441000 235.000000 257.000000 284.000000 \n", - "max 0 days 03:33:47.428000 248.000000 274.000000 302.000000 \n", - "std 0 days 00:44:32.425629872 28.861242 32.657155 22.133798 \n", - "\n", - " SpeedST TyreLife LapStartTime \\\n", - "count 5944.000000 6628.000000 6628 \n", - "mean 276.023890 8.922299 0 days 01:40:00.888514634 \n", - "min 31.000000 1.000000 0 days 00:13:35.553000 \n", - "25% 280.000000 3.000000 0 days 01:06:55.995500 \n", - "50% 295.000000 8.000000 0 days 01:38:20.161000 \n", - "75% 303.000000 13.000000 0 days 02:12:04.575250 \n", - "max 333.000000 37.000000 0 days 03:32:00.121000 \n", - "std 52.878471 6.475231 0 days 00:44:57.137961013 \n", - "\n", - " LapStartDate Position Year \n", - "count 6622 5349.000000 6628.000000 \n", - "mean 2022-05-19 11:52:27.328777728 9.980183 2022.045112 \n", - "min 2020-11-28 14:00:03.421000 1.000000 2020.000000 \n", - "25% 2021-03-28 15:21:05.414749952 5.000000 2021.000000 \n", - "50% 2022-03-20 15:46:26.377999872 10.000000 2022.000000 \n", - "75% 2023-03-05 16:12:27.612000 15.000000 2023.000000 \n", - "max 2024-03-02 16:35:23.280000 20.000000 2024.000000 \n", - "std NaN 5.511766 1.411731 \n", - "\n", - "[8 rows x 21 columns]" + " SpeedI1 SpeedI2 SpeedFL SpeedST LapTime_seconds \n", + "1 120.0 134.0 182.0 236.0 142.263 \n", + "4 231.0 251.0 275.0 213.0 131.534 \n", + "5 233.0 254.0 275.0 280.0 96.677 \n", + "6 232.0 252.0 274.0 282.0 96.954 \n", + "8 234.0 248.0 276.0 286.0 97.030 " ] }, - "execution_count": 8, + "execution_count": 47, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "lap_data_combined.describe()" + "# Feature engineering\n", + "# Create a new column for lap time in seconds\n", + "lap_data_combined['LapTime_seconds'] = lap_data_combined['LapTime'].dt.total_seconds()\n", + "# Display the first few rows of the updated DataFrame\n", + "lap_data_combined.head(5)" ] }, { "cell_type": "code", - "execution_count": 9, - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-20T03:40:23.364581Z", - "start_time": "2024-11-20T03:40:23.214723Z" - } - }, + "execution_count": 52, + "metadata": {}, "outputs": [ { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stdout", + "output_type": "stream", + "text": [ + "Weather Data Shape: (3340, 11)\n", + "Lap Data Shape: (16051, 19)\n", + "\n", + "Weather Data Columns:\n", + "['Time', 'Year', 'Event', 'Session', 'AirTemp', 'Humidity', 'Pressure', 'Rainfall', 'TrackTemp', 'WindDirection', 'WindSpeed']\n", + "\n", + "Lap Data Columns:\n", + "['Time', 'Year', 'Event', 'Session', 'Driver', 'Team', 'LapNumber', 'LapTime', 'Sector1Time', 'Sector2Time', 'Sector3Time', 'Compound', 'TyreLife', 'FreshTyre', 'SpeedI1', 'SpeedI2', 'SpeedFL', 'SpeedST', 'LapTime_seconds']\n", + "\n", + "Weather Data Time Range:\n", + "Start: 2021-01-01 00:00:05.091000\n", + "End: 2021-01-01 03:22:50.536000\n", + "\n", + "Lap Data Time Range:\n", + "Start: 2021-01-01 00:41:30.825000\n", + "End: 2021-01-01 03:20:47.648000\n", + "\n", + "Merged Data Shape: (16051, 27)\n", + "\n", + "Sample of merged data:\n", + " Time Year Event Session_x Driver \\\n", + "0 2021-01-01 00:41:30.825 2021 Bahrain Grand Prix Race VER \n", + "1 2021-01-01 00:41:32.424 2021 Bahrain Grand Prix Race HAM \n", + "2 2021-01-01 00:41:34.055 2021 Bahrain Grand Prix Race LEC \n", + "3 2021-01-01 00:41:35.424 2021 Bahrain Grand Prix Race BOT \n", + "4 2021-01-01 00:41:37.134 2021 Bahrain Grand Prix Race GAS \n", + "\n", + " Team LapNumber LapTime Sector1Time \\\n", + "0 Red Bull Racing 2.0 0 days 00:02:22.406000 0 days 00:00:45.874000 \n", + "1 Mercedes 2.0 0 days 00:02:22.712000 0 days 00:00:46.763000 \n", + "2 Ferrari 2.0 0 days 00:02:21.183000 0 days 00:00:44.935000 \n", + "3 Mercedes 2.0 0 days 00:02:21.478000 0 days 00:00:44.932000 \n", + "4 AlphaTauri 2.0 0 days 00:02:22.263000 0 days 00:00:45.220000 \n", + "\n", + " Sector2Time ... SpeedST LapTime_seconds Session_y AirTemp \\\n", + "0 0 days 00:01:01.922000 ... 238.0 142.406 Race 20.5 \n", + "1 0 days 00:01:01.387000 ... 246.0 142.712 Race 20.5 \n", + "2 0 days 00:01:00.775000 ... 251.0 141.183 Race 20.5 \n", + "3 0 days 00:01:00.820000 ... 249.0 141.478 Race 20.5 \n", + "4 0 days 00:01:00.086000 ... 236.0 142.263 Race 20.5 \n", + "\n", + " Humidity Pressure Rainfall TrackTemp WindDirection WindSpeed \n", + "0 54.5 1014.8 False 27.9 8 1.0 \n", + "1 54.5 1014.8 False 27.9 8 1.0 \n", + "2 54.5 1014.8 False 27.9 8 1.0 \n", + "3 54.5 1014.8 False 27.9 8 1.0 \n", + "4 54.5 1014.8 False 27.9 8 1.0 \n", + "\n", + "[5 rows x 27 columns]\n" + ] } ], "source": [ - "#Visualizations\n", - "# Boxplot of Weather Data\n", - "plt.figure(figsize=(10, 6))\n", - "sns.boxplot(x='Year', y='TrackTemp', data=weather_data_combined)\n", - "plt.title('Temperature Distribution by Year')\n", - "plt.show()\n" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": { - "ExecuteTime": { - "end_time": "2024-11-20T04:00:21.344518Z", - "start_time": "2024-11-20T04:00:21.181130Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Graph of Fastest Lap Times by Year\n", - "# Who had the fastest lap time in each year?\n", - "fastest_lap = lap_data_combined[lap_data_combined['Position'] == 1]\n", - "# Remove 0 times\n", - "fastest_lap = fastest_lap[fastest_lap['Time'] != pd.Timedelta(0)]\n", + "# Data integration\n", + "# Merge weather and lap data on time and event\n", + "# First, let's check our data before merging\n", + "print(\"Weather Data Shape:\", weather_data_combined.shape)\n", + "print(\"Lap Data Shape:\", lap_data_combined.shape)\n", "\n", - "plt.figure(figsize=(10, 6))\n", - "sns.lineplot(x='Year', y='Time', data=fastest_lap)\n", - "plt.title('Fastest Lap Times by Year')\n", + "print(\"\\nWeather Data Columns:\")\n", + "print(weather_data_combined.columns.tolist())\n", + "print(\"\\nLap Data Columns:\")\n", + "print(lap_data_combined.columns.tolist())\n", + "\n", + "# Check the time ranges in both datasets\n", + "print(\"\\nWeather Data Time Range:\")\n", + "print(\"Start:\", weather_data_combined['Time'].min())\n", + "print(\"End:\", weather_data_combined['Time'].max())\n", + "\n", + "print(\"\\nLap Data Time Range:\")\n", + "print(\"Start:\", lap_data_combined['Time'].min())\n", + "print(\"End:\", lap_data_combined['Time'].max())\n", + "\n", + "# Let's try a different merge approach\n", + "merged_data = pd.merge_asof(\n", + " lap_data_combined.sort_values('Time'),\n", + " weather_data_combined.sort_values('Time'),\n", + " on='Time',\n", + " by=['Event', 'Year'], # Match within same event and year\n", + " direction='nearest',\n", + " tolerance=pd.Timedelta('1 min') # Allow matching within 1 minute\n", + ")\n", + "\n", + "print(\"\\nMerged Data Shape:\", merged_data.shape)\n", + "print(\"\\nSample of merged data:\")\n", + "print(merged_data.head())\n", + "\n", + "# If still empty, let's try a more lenient merge\n", + "if merged_data.empty:\n", + " print(\"\\nTrying alternative merge approach...\")\n", + " # Merge on Event and Year first\n", + " merged_data = pd.merge(\n", + " lap_data_combined,\n", + " weather_data_combined,\n", + " on=['Event', 'Year'],\n", + " how='inner'\n", + " )\n", + " print(\"Alternative merge shape:\", merged_data.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", 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", 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", 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Set up the plotting style\n", + "plt.rcParams['figure.figsize'] = [12, 6]\n", + "\n", + "# 1. Lap Time Distribution by Event\n", + "plt.figure(figsize=(12, 6))\n", + "sns.boxplot(data=lap_data_combined, x='Event', y='LapTime_seconds')\n", + "plt.xticks(rotation=45)\n", + "plt.title('Lap Time Distribution by Event')\n", + "plt.xlabel('Event')\n", + "plt.ylabel('Lap Time (seconds)')\n", + "plt.tight_layout()\n", "plt.show()\n", - "\n" + "\n", + "# 2. Weather Conditions Impact\n", + "fig, axes = plt.subplots(2, 2, figsize=(15, 10))\n", + "sns.scatterplot(data=merged_data, x='TrackTemp', y='LapTime_seconds', ax=axes[0,0])\n", + "axes[0,0].set_title('Track Temperature vs Lap Time')\n", + "\n", + "sns.scatterplot(data=merged_data, x='AirTemp', y='LapTime_seconds', ax=axes[0,1])\n", + "axes[0,1].set_title('Air Temperature vs Lap Time')\n", + "\n", + "sns.scatterplot(data=merged_data, x='Humidity', y='LapTime_seconds', ax=axes[1,0])\n", + "axes[1,0].set_title('Humidity vs Lap Time')\n", + "\n", + "sns.scatterplot(data=merged_data, x='WindSpeed', y='LapTime_seconds', ax=axes[1,1])\n", + "axes[1,1].set_title('Wind Speed vs Lap Time')\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "# 3. Driver Performance Comparison\n", + "plt.figure(figsize=(15, 6))\n", + "sns.boxplot(data=lap_data_combined, x='Driver', y='LapTime_seconds')\n", + "plt.xticks(rotation=45)\n", + "plt.title('Lap Time Distribution by Driver')\n", + "plt.xlabel('Driver')\n", + "plt.ylabel('Lap Time (seconds)')\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "# 4. Lap Time Evolution Over Race\n", + "plt.figure(figsize=(12, 6))\n", + "sns.lineplot(data=lap_data_combined, x='LapNumber', y='LapTime_seconds', hue='Driver')\n", + "plt.title('Lap Time Evolution During Race')\n", + "plt.xlabel('Lap Number')\n", + "plt.ylabel('Lap Time (seconds)')\n", + "plt.legend(bbox_to_anchor=(1.05, 1), loc='upper left')\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "# 5. Track Temperature Changes\n", + "plt.figure(figsize=(12, 6))\n", + "sns.lineplot(data=weather_data_combined, x='Time', y='TrackTemp', hue='Event')\n", + "plt.title('Track Temperature Evolution')\n", + "plt.xlabel('Time')\n", + "plt.ylabel('Track Temperature (°C)')\n", + "plt.xticks(rotation=45)\n", + "plt.legend(bbox_to_anchor=(1.05, 1), loc='upper left')\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "# 6. Tire Compound Impact\n", + "plt.figure(figsize=(10, 6))\n", + "sns.boxplot(data=lap_data_combined, x='Compound', y='LapTime_seconds')\n", + "plt.title('Lap Time Distribution by Tire Compound')\n", + "plt.xlabel('Tire Compound')\n", + "plt.ylabel('Lap Time (seconds)')\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "# 7. Year-over-Year Comparison\n", + "plt.figure(figsize=(12, 6))\n", + "sns.boxplot(data=lap_data_combined, x='Event', y='LapTime_seconds', hue='Year')\n", + "plt.xticks(rotation=45)\n", + "plt.title('Lap Time Distribution by Event and Year')\n", + "plt.xlabel('Event')\n", + "plt.ylabel('Lap Time (seconds)')\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "# 8. Weather Correlation Heatmap\n", + "weather_vars = ['TrackTemp', 'AirTemp', 'Humidity', 'Pressure', 'WindSpeed', 'LapTime_seconds']\n", + "correlation = merged_data[weather_vars].corr()\n", + "plt.figure(figsize=(10, 8))\n", + "sns.heatmap(correlation, annot=True, cmap='coolwarm', center=0)\n", + "plt.title('Correlation between Weather Variables and Lap Time')\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Modeling Approach\n", + "This is primarily a regression problem as we're predicting continuous lap times. We plan to use:\n", + "\n", + "1. Basic Models:\n", + " - Linear Regression (baseline)\n", + " - Random Forest Regression\n", + " - XGBoost\n", + "\n", + "2. Advanced Techniques:\n", + " - Cross-validation for model evaluation\n", + " - Hyperparameter tuning\n", + "\n", + "Challenges:\n", + "1. Handling weather variability\n", + "2. Accounting for track-specific characteristics\n", + "3. Dealing with different race conditions\n", + "\n", + "Project Milestones:\n", + "1. Data Collection & Cleaning (Complete)\n", + "2. EDA & Feature Engineering (Complete)\n", + "3. Initial Model Development (Dec 1)\n", + "4. Model Optimization (Dec 4)\n", + "5. Final Report Preparation (Dec 8)\n", + "6. Video Presentation (Dec 12)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Project Goals and Expected Outcomes\n", + "\n", + "Primary Objectives:\n", + "1. Create accurate lap time prediction models\n", + "2. Understand key factors affecting F1 performance\n", + "3. Develop insights for race strategy optimization\n", + "\n", + "Hypotheses:\n", + "1. Weather conditions significantly impact lap times\n", + "2. Track temperature has a non-linear relationship with performance\n", + "3. Different drivers show varying sensitivity to weather conditions\n", + "\n", + "Success Metrics:\n", + "- RMSE < 2 seconds for lap time predictions\n", + "- R² > 0.8 for our best model\n", + "- Meaningful insights into weather-performance relationships" ] } ], diff --git a/project/Modeling.ipynb b/project/Modeling.ipynb index 4b496cc..f432090 100644 --- a/project/Modeling.ipynb +++ b/project/Modeling.ipynb @@ -68,7 +68,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 30, "metadata": {}, "outputs": [], "source": [ @@ -81,14 +81,14 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 31, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "core INFO \tLoading data for São Paulo Grand Prix - Qualifying [v3.4.4]\n", + "core INFO \tLoading data for British Grand Prix - Race [v3.4.4]\n", "req INFO \tNo cached data found for session_info. Loading data...\n", "_api INFO \tFetching session info data...\n", "req INFO \tData has been written to cache!\n", @@ -100,19 +100,23 @@ "req INFO \tNo cached data found for session_status_data. Loading data...\n", "_api INFO \tFetching session status data...\n", "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for lap_count. Loading data...\n", + "_api INFO \tFetching lap count data...\n", + "req INFO \tData has been written to cache!\n", "req INFO \tNo cached data found for track_status_data. Loading data...\n", "_api INFO \tFetching track status data...\n", "req INFO \tData has been written to cache!\n", "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", "_api INFO \tFetching timing data...\n", "_api INFO \tParsing timing data...\n", - "_api WARNING \tDriver 9: Ignoring late data for a previously processed lap.The data may contain errors (previous: 9; current 10)\n", - "_api WARNING \tDriver 10: Ignoring late data for a previously processed lap.The data may contain errors (previous: 16; current 17)\n", + "_api WARNING \tDriver 4: Ignoring late data for a previously processed lap.The data may contain errors (previous: 43; current 44)\n", + "_api WARNING \tDriver 55: Ignoring late data for a previously processed lap.The data may contain errors (previous: 7; current 8)\n", "req INFO \tData has been written to cache!\n", "req INFO \tNo cached data found for timing_app_data. Loading data...\n", "_api INFO \tFetching timing app data...\n", "req INFO \tData has been written to cache!\n", "core INFO \tProcessing timing data...\n", + "logger WARNING \tFailed to add first lap time from Ergast!\n", "req INFO \tNo cached data found for car_data. Loading data...\n", "_api INFO \tFetching car data...\n", "_api INFO \tParsing car data...\n", @@ -120,6 +124,9 @@ "req INFO \tNo cached data found for position_data. Loading data...\n", "_api INFO \tFetching position data...\n", "_api INFO \tParsing position data...\n", + "_api WARNING \tDriver 241: Position data is incomplete!\n", + "_api WARNING \tDriver 242: Position data is incomplete!\n", + "_api WARNING \tDriver 243: Position data is incomplete!\n", "req INFO \tData has been written to cache!\n", "req INFO \tNo cached data found for weather_data. Loading data...\n", "_api INFO \tFetching weather data...\n", @@ -127,1370 +134,446 @@ "req INFO \tNo cached data found for race_control_messages. Loading data...\n", "_api INFO \tFetching race control messages...\n", "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['44', '33', '77', '11', '10', '55', '16', '4', '3', '14', '31', '5', '22', '7', '99', '18', '6', '63', '47', '9']\n", + "core INFO \tFinished loading data for 20 drivers: ['33', '44', '77', '16', '4', '3', '14', '5', '31', '55', '10', '63', '7', '18', '99', '22', '6', '47', '9', '11']\n", + "core INFO \tLoading data for Mexico City Grand Prix - Race [v3.4.4]\n", + "req INFO \tNo cached data found for session_info. Loading data...\n", + "_api INFO \tFetching session info data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for driver_info. Loading data...\n", + "_api INFO \tFetching driver list...\n", + "req INFO \tData has been written to cache!\n", + "logger WARNING \tFailed to load result data from Ergast!\n", + "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", + "req INFO \tNo cached data found for session_status_data. Loading data...\n", + "_api INFO \tFetching session status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for lap_count. Loading data...\n", + "_api INFO \tFetching lap count data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for track_status_data. Loading data...\n", + "_api INFO \tFetching track status data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", + "_api INFO \tFetching timing data...\n", + "_api INFO \tParsing timing data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for timing_app_data. Loading data...\n", + "_api INFO \tFetching timing app data...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tProcessing timing data...\n", + "logger WARNING \tFailed to add first lap time from Ergast!\n", + "req INFO \tNo cached data found for car_data. Loading data...\n", + "_api INFO \tFetching car data...\n", + "_api INFO \tParsing car data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for position_data. Loading data...\n", + "_api INFO \tFetching position data...\n", + "_api INFO \tParsing position data...\n", + "_api WARNING \tDriver 241: Position data is incomplete!\n", + "_api WARNING \tDriver 242: Position data is incomplete!\n", + "_api WARNING \tDriver 243: Position data is incomplete!\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for weather_data. Loading data...\n", + "_api INFO \tFetching weather data...\n", + "req INFO \tData has been written to cache!\n", + "req INFO \tNo cached data found for race_control_messages. Loading data...\n", + "_api INFO \tFetching race control messages...\n", + "req INFO \tData has been written to cache!\n", + "core INFO \tFinished loading data for 20 drivers: ['77', '44', '33', '11', '10', '55', '3', '16', '5', '7', '99', '14', '6', '47', '9', '63', '22', '4', '31', '18']\n", "core INFO \tLoading data for São Paulo Grand Prix - Race [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", + "req INFO \tUsing cached data for session_info\n", + "req INFO \tUsing cached data for driver_info\n", "logger WARNING \tFailed to load result data from Ergast!\n", "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for lap_count. Loading data...\n", - "_api INFO \tFetching lap count data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", + "req INFO \tUsing cached data for session_status_data\n", + "req INFO \tUsing cached data for lap_count\n", + "req INFO \tUsing cached data for track_status_data\n", + "req INFO \tUsing cached data for _extended_timing_data\n", + "req INFO \tUsing cached data for timing_app_data\n", "core INFO \tProcessing timing data...\n", "logger WARNING \tFailed to add first lap time from Ergast!\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "_api WARNING \tDriver 241: Position data is incomplete!\n", - "_api WARNING \tDriver 242: Position data is incomplete!\n", - "_api WARNING \tDriver 243: Position data is incomplete!\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", + "req INFO \tUsing cached data for car_data\n", + "req INFO \tUsing cached data for position_data\n", + "req INFO \tUsing cached data for weather_data\n", + "req INFO \tUsing cached data for race_control_messages\n", "core INFO \tFinished loading data for 20 drivers: ['77', '33', '55', '11', '4', '16', '10', '31', '5', '44', '3', '14', '99', '18', '22', '6', '63', '47', '9', '7']\n", - "events WARNING \tCorrecting user input 'Australia' to 'Austrian Grand Prix'\n", - "core INFO \tLoading data for Austrian Grand Prix - Qualifying [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", + "core INFO \tLoading data for Bahrain Grand Prix - Race [v3.4.4]\n", + "req INFO \tUsing cached data for session_info\n", + "req INFO \tUsing cached data for driver_info\n", + "Request for URL https://ergast.com/api/f1/2021/1/results.json failed; using cached response\n", + "Traceback (most recent call last):\n", + " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/site-packages/requests_cache/session.py\", line 286, in _resend\n", + " response = self._send_and_cache(request, actions, cached_response, **kwargs)\n", + " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/site-packages/requests_cache/session.py\", line 254, in _send_and_cache\n", + " response = super().send(request, **kwargs)\n", + " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/site-packages/fastf1/req.py\", line 134, in send\n", + " lim.limit()\n", + " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/site-packages/fastf1/req.py\", line 104, in limit\n", + " raise RateLimitExceededError(self._info)\n", + "fastf1.req.RateLimitExceededError: any API: 500 calls/h\n", + "req INFO \tUsing cached data for session_status_data\n", + "req INFO \tUsing cached data for lap_count\n", + "req INFO \tUsing cached data for track_status_data\n", + "req INFO \tUsing cached data for _extended_timing_data\n", + "req INFO \tUsing cached data for timing_app_data\n", "core INFO \tProcessing timing data...\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['33', '4', '11', '44', '77', '10', '22', '5', '63', '18', '55', '16', '3', '14', '99', '7', '31', '6', '47', '9']\n", - "events WARNING \tCorrecting user input 'Australia' to 'Austrian Grand Prix'\n", - "core INFO \tLoading data for Austrian Grand Prix - Race [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for lap_count. Loading data...\n", - "_api INFO \tFetching lap count data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "logger WARNING \tFailed to add first lap time from Ergast!\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "_api WARNING \tDriver 241: Position data is incomplete!\n", - "_api WARNING \tDriver 242: Position data is incomplete!\n", - "_api WARNING \tDriver 243: Position data is incomplete!\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['33', '4', '11', '44', '77', '10', '22', '63', '18', '55', '5', '16', '3', '14', '99', '7', '31', '6', '47', '9']\n", - "events WARNING \tCorrecting user input 'Italy' to 'Italian Grand Prix'\n", - "core INFO \tLoading data for Italian Grand Prix - Qualifying [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "_api WARNING \tDriver 16: Encountered 1 timing integrity error(s) near lap(s): [6].\n", - "This might be a bug and should be reported.\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "core WARNING \tDriver 16: Lap timing integrity check failed for 1 lap(s)\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['77', '44', '33', '4', '3', '10', '55', '16', '11', '99', '5', '18', '14', '31', '63', '6', '22', '47', '88', '9']\n", - "events WARNING \tCorrecting user input 'Italy' to 'Italian Grand Prix'\n", - "core INFO \tLoading data for Italian Grand Prix - Race [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for lap_count. Loading data...\n", - "_api INFO \tFetching lap count data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "logger WARNING \tFailed to add first lap time from Ergast!\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "_api WARNING \tDriver 241: Position data is incomplete!\n", - "_api WARNING \tDriver 242: Position data is incomplete!\n", - "_api WARNING \tDriver 243: Position data is incomplete!\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['33', '3', '4', '44', '16', '55', '99', '11', '18', '14', '5', '31', '6', '63', '22', '9', '88', '47', '77', '10']\n", - "core INFO \tLoading data for United States Grand Prix - Qualifying [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "_api WARNING \tDriver 22: Ignoring late data for a previously processed lap.The data may contain errors (previous: 10; current 11)\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['33', '44', '11', '77', '16', '55', '3', '4', '10', '22', '31', '5', '99', '63', '14', '18', '6', '7', '47', '9']\n", + "Request for URL https://ergast.com/api/f1/2021/1/laps/1.json failed; using cached response\n", + "Traceback (most recent call last):\n", + " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/site-packages/requests_cache/session.py\", line 286, in _resend\n", + " response = self._send_and_cache(request, actions, cached_response, **kwargs)\n", + " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/site-packages/requests_cache/session.py\", line 254, in _send_and_cache\n", + " response = super().send(request, **kwargs)\n", + " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/site-packages/fastf1/req.py\", line 134, in send\n", + " lim.limit()\n", + " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/site-packages/fastf1/req.py\", line 104, in limit\n", + " raise RateLimitExceededError(self._info)\n", + "fastf1.req.RateLimitExceededError: any API: 500 calls/h\n", + "req INFO \tUsing cached data for car_data\n", + "req INFO \tUsing cached data for position_data\n", + "req INFO \tUsing cached data for weather_data\n", + "req INFO \tUsing cached data for race_control_messages\n", + "core INFO \tFinished loading data for 20 drivers: ['44', '33', '77', '4', '11', '16', '3', '55', '22', '18', '7', '99', '31', '63', '5', '47', '10', '6', '14', '9']\n", "core INFO \tLoading data for United States Grand Prix - Race [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", + "req INFO \tUsing cached data for session_info\n", + "req INFO \tUsing cached data for driver_info\n", "logger WARNING \tFailed to load result data from Ergast!\n", "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for lap_count. Loading data...\n", - "_api INFO \tFetching lap count data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", + "req INFO \tUsing cached data for session_status_data\n", + "req INFO \tUsing cached data for lap_count\n", + "req INFO \tUsing cached data for track_status_data\n", + "req INFO \tUsing cached data for _extended_timing_data\n", + "req INFO \tUsing cached data for timing_app_data\n", "core INFO \tProcessing timing data...\n", "core WARNING \tDriver 7: Lap timing integrity check failed for 1 lap(s)\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", + "Request for URL https://ergast.com/api/f1/2021/17/laps/1.json failed; using cached response\n", + "Traceback (most recent call last):\n", + " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/site-packages/requests_cache/session.py\", line 286, in _resend\n", + " response = self._send_and_cache(request, actions, cached_response, **kwargs)\n", + " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/site-packages/requests_cache/session.py\", line 254, in _send_and_cache\n", + " response = super().send(request, **kwargs)\n", + " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/site-packages/fastf1/req.py\", line 134, in send\n", + " lim.limit()\n", + " File \"/opt/homebrew/Caskroom/miniconda/base/envs/csci349/lib/python3.10/site-packages/fastf1/req.py\", line 104, in limit\n", + " raise RateLimitExceededError(self._info)\n", + "fastf1.req.RateLimitExceededError: any API: 500 calls/h\n", + "req INFO \tUsing cached data for car_data\n", + "req INFO \tUsing cached data for position_data\n", + "req INFO \tUsing cached data for weather_data\n", + "req INFO \tUsing cached data for race_control_messages\n", "core INFO \tFinished loading data for 20 drivers: ['33', '44', '11', '16', '55', '3', '4', '10', '77', '22', '31', '99', '18', '6', '7', '47', '9', '5', '14', '63']\n", - "core INFO \tLoading data for São Paulo Grand Prix - Qualifying [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['20', '1', '63', '4', '55', '31', '14', '44', '11', '16', '23', '10', '5', '3', '18', '6', '24', '77', '22', '47']\n", - "core INFO \tLoading data for São Paulo Grand Prix - Race [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for lap_count. Loading data...\n", - "_api INFO \tFetching lap count data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "logger WARNING \tFailed to add first lap time from Ergast!\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "_api WARNING \tDriver 241: Position data is incomplete!\n", - "_api WARNING \tDriver 242: Position data is incomplete!\n", - "_api WARNING \tDriver 243: Position data is incomplete!\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['63', '44', '1', '11', '16', '4', '55', '20', '5', '10', '3', '47', '24', '77', '18', '31', '14', '6', '23', '22']\n", - "core INFO \tLoading data for Australian Grand Prix - Qualifying [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['16', '1', '11', '4', '44', '63', '3', '31', '55', '14', '10', '77', '22', '24', '47', '23', '20', '5', '6', '18']\n", - "core INFO \tLoading data for Australian Grand Prix - Race [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for lap_count. Loading data...\n", - "_api INFO \tFetching lap count data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "_api WARNING \tDriver 3: Ignoring late data for a previously processed lap.The data may contain errors (previous: 28; current 29)\n", - "_api WARNING \tSkipping lap alignment (no suitable lap)!\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "logger WARNING \tFailed to add first lap time from Ergast!\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "_api WARNING \tDriver 241: Position data is incomplete!\n", - "_api WARNING \tDriver 242: Position data is incomplete!\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['16', '1', '11', '4', '44', '63', '3', '31', '55', '14', '10', '77', '22', '24', '47', '20', '5', '6', '18', '23']\n", - "events WARNING \tCorrecting user input 'Italy' to 'Italian Grand Prix'\n", - "core INFO \tLoading data for Italian Grand Prix - Qualifying [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['16', '1', '55', '11', '44', '63', '4', '3', '10', '14', '31', '77', '45', '24', '22', '6', '5', '18', '20', '47']\n", - "events WARNING \tCorrecting user input 'Italy' to 'Italian Grand Prix'\n", - "core INFO \tLoading data for Italian Grand Prix - Race [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for lap_count. Loading data...\n", - "_api INFO \tFetching lap count data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "logger WARNING \tFailed to add first lap time from Ergast!\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "_api WARNING \tDriver 241: Position data is incomplete!\n", - "_api WARNING \tDriver 242: Position data is incomplete!\n", - "_api WARNING \tDriver 243: Position data is incomplete!\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['16', '63', '4', '3', '10', '14', '1', '45', '24', '6', '5', '18', '11', '31', '77', '20', '47', '55', '44', '22']\n", - "events WARNING \tCorrecting user input 'United States' to 'United States Grand Prix'\n", - "core INFO \tLoading data for United States Grand Prix - Qualifying [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['55', '16', '1', '11', '44', '63', '18', '4', '14', '77', '23', '5', '10', '24', '22', '20', '3', '31', '47', '6']\n", - "events WARNING \tCorrecting user input 'United States' to 'United States Grand Prix'\n", - "core INFO \tLoading data for United States Grand Prix - Race [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for lap_count. Loading data...\n", - "_api INFO \tFetching lap count data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "_api WARNING \tDriver 10: Ignoring late data for a previously processed lap.The data may contain errors (previous: 6; current 7)\n", - "_api WARNING \tDriver 20: Ignoring late data for a previously processed lap.The data may contain errors (previous: 31; current 32)\n", - "_api WARNING \tSkipping lap alignment (no suitable lap)!\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "logger WARNING \tFailed to add first lap time from Ergast!\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "_api WARNING \tDriver 241: Position data is incomplete!\n", - "_api WARNING \tDriver 242: Position data is incomplete!\n", - "_api WARNING \tDriver 243: Position data is incomplete!\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['55', '1', '44', '63', '18', '4', '77', '23', '11', '5', '10', '16', '20', '14', '3', '47', '6', '24', '22', '31']\n", - "core INFO \tLoading data for São Paulo Grand Prix - Qualifying [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['1', '16', '18', '14', '44', '63', '4', '55', '11', '81', '27', '31', '10', '20', '23', '22', '3', '77', '2', '24']\n", - "core INFO \tLoading data for São Paulo Grand Prix - Race [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for lap_count. Loading data...\n", - "_api INFO \tFetching lap count data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "logger WARNING \tFailed to add first lap time from Ergast!\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "_api WARNING \tDriver 241: Position data is incomplete!\n", - "_api WARNING \tDriver 242: Position data is incomplete!\n", - "_api WARNING \tDriver 243: Position data is incomplete!\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['1', '16', '18', '14', '44', '4', '55', '63', '11', '81', '27', '20', '23', '31', '10', '22', '3', '77', '2', '24']\n", - "core INFO \tLoading data for Australian Grand Prix - Qualifying [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['1', '63', '44', '14', '55', '18', '16', '23', '10', '27', '31', '22', '4', '20', '21', '81', '24', '2', '77', '11']\n", - "core INFO \tLoading data for Australian Grand Prix - Race [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for lap_count. Loading data...\n", - "_api INFO \tFetching lap count data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "logger WARNING \tFailed to add first lap time from Ergast!\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "_api WARNING \tDriver 241: Position data is incomplete!\n", - "_api WARNING \tDriver 242: Position data is incomplete!\n", - "_api WARNING \tDriver 243: Position data is incomplete!\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['1', '63', '44', '14', '55', '18', '16', '23', '10', '27', '31', '22', '4', '20', '21', '81', '24', '2', '77', '11']\n", - "core INFO \tLoading data for Italian Grand Prix - Qualifying [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['55', '1', '16', '63', '11', '23', '81', '44', '4', '14', '22', '40', '27', '77', '2', '24', '10', '31', '20', '18']\n", - "core INFO \tLoading data for Italian Grand Prix - Race [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for lap_count. Loading data...\n", - "_api INFO \tFetching lap count data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "logger WARNING \tFailed to add first lap time from Ergast!\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['55', '1', '16', '63', '11', '23', '81', '44', '4', '14', '22', '40', '27', '77', '2', '24', '10', '31', '20', '18']\n", - "events WARNING \tCorrecting user input 'United States' to 'United States Grand Prix'\n", - "core INFO \tLoading data for United States Grand Prix - Qualifying [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['16', '4', '44', '55', '63', '1', '10', '31', '11', '81', '22', '24', '77', '20', '3', '27', '14', '23', '18', '2']\n", - "events WARNING \tCorrecting user input 'United States' to 'United States Grand Prix'\n", - "core INFO \tLoading data for United States Grand Prix - Race [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for lap_count. Loading data...\n", - "_api INFO \tFetching lap count data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "logger WARNING \tFailed to add first lap time from Ergast!\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['16', '4', '44', '55', '63', '1', '10', '31', '11', '81', '22', '24', '77', '3', '23', '2', '20', '27', '14', '18']\n", - "core INFO \tLoading data for São Paulo Grand Prix - Qualifying [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['4', '63', '22', '31', '30', '16', '23', '81', '14', '18', '77', '1', '11', '55', '10', '44', '50', '43', '27', '24']\n", - "core INFO \tLoading data for São Paulo Grand Prix - Race [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for lap_count. Loading data...\n", - "_api INFO \tFetching lap count data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "core WARNING \tNo lap data for driver 23\n", - "core WARNING \tFailed to perform lap accuracy check - all laps marked as inaccurate (driver 23)\n", - "logger WARNING \tFailed to add first lap time from Ergast!\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "_api WARNING \tDriver 241: Position data is incomplete!\n", - "_api WARNING \tDriver 242: Position data is incomplete!\n", - "_api WARNING \tDriver 243: Position data is incomplete!\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['4', '63', '22', '31', '30', '16', '23', '81', '14', '18', '77', '11', '10', '44', '50', '43', '1', '27', '24', '55']\n", - "core INFO \tLoading data for Australian Grand Prix - Qualifying [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 19 drivers: ['1', '55', '11', '4', '16', '81', '63', '22', '18', '14', '44', '23', '77', '20', '31', '27', '10', '3', '24']\n", - "core INFO \tLoading data for Australian Grand Prix - Race [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for lap_count. Loading data...\n", - "_api INFO \tFetching lap count data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "logger WARNING \tFailed to add first lap time from Ergast!\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 19 drivers: ['1', '55', '4', '16', '81', '11', '63', '22', '18', '14', '44', '23', '77', '20', '31', '27', '10', '3', '24']\n", - "events WARNING \tCorrecting user input 'Italy' to 'Italian Grand Prix'\n", - "core INFO \tLoading data for Italian Grand Prix - Qualifying [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['4', '81', '63', '16', '55', '44', '1', '11', '23', '27', '14', '3', '20', '10', '31', '22', '18', '43', '77', '24']\n", - "events WARNING \tCorrecting user input 'Italy' to 'Italian Grand Prix'\n", - "core INFO \tLoading data for Italian Grand Prix - Race [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for lap_count. Loading data...\n", - "_api INFO \tFetching lap count data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "logger WARNING \tFailed to add first lap time from Ergast!\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['4', '81', '63', '16', '55', '44', '1', '11', '23', '27', '14', '3', '20', '10', '31', '22', '18', '43', '77', '24']\n", - "events WARNING \tCorrecting user input 'United States' to 'United States Grand Prix'\n", - "core INFO \tLoading data for United States Grand Prix - Qualifying [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['4', '1', '55', '16', '81', '63', '10', '14', '20', '11', '22', '27', '31', '18', '30', '23', '43', '77', '44', '24']\n", - "events WARNING \tCorrecting user input 'United States' to 'United States Grand Prix'\n", - "core INFO \tLoading data for United States Grand Prix - Race [v3.4.4]\n", - "req INFO \tNo cached data found for session_info. Loading data...\n", - "_api INFO \tFetching session info data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for driver_info. Loading data...\n", - "_api INFO \tFetching driver list...\n", - "req INFO \tData has been written to cache!\n", - "logger WARNING \tFailed to load result data from Ergast!\n", - "core WARNING \tNo result data for this session available on Ergast! (This is expected for recent sessions)\n", - "req INFO \tNo cached data found for session_status_data. Loading data...\n", - "_api INFO \tFetching session status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for lap_count. Loading data...\n", - "_api INFO \tFetching lap count data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for track_status_data. Loading data...\n", - "_api INFO \tFetching track status data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", - "_api INFO \tFetching timing data...\n", - "_api INFO \tParsing timing data...\n", - "_api WARNING \tSkipping lap alignment (no suitable lap)!\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for timing_app_data. Loading data...\n", - "_api INFO \tFetching timing app data...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tProcessing timing data...\n", - "logger WARNING \tFailed to add first lap time from Ergast!\n", - "req INFO \tNo cached data found for car_data. Loading data...\n", - "_api INFO \tFetching car data...\n", - "_api INFO \tParsing car data...\n", - "_api WARNING \tDriver 2: Car data is incomplete!\n", - "_api WARNING \tDriver 3: Car data is incomplete!\n", - "_api WARNING \tDriver 30: Car data is incomplete!\n", - "_api WARNING \tDriver 43: Car data is incomplete!\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for position_data. Loading data...\n", - "_api INFO \tFetching position data...\n", - "_api INFO \tParsing position data...\n", - "_api WARNING \tDriver 2: Position data is incomplete!\n", - "_api WARNING \tDriver 3: Position data is incomplete!\n", - "_api WARNING \tDriver 30: Position data is incomplete!\n", - "_api WARNING \tDriver 43: Position data is incomplete!\n", - "_api WARNING \tDriver 241: Position data is incomplete!\n", - "_api WARNING \tDriver 242: Position data is incomplete!\n", - "_api WARNING \tDriver 243: Position data is incomplete!\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for weather_data. Loading data...\n", - "_api INFO \tFetching weather data...\n", - "req INFO \tData has been written to cache!\n", - "req INFO \tNo cached data found for race_control_messages. Loading data...\n", - "_api INFO \tFetching race control messages...\n", - "req INFO \tData has been written to cache!\n", - "core INFO \tFinished loading data for 20 drivers: ['4', '1', '55', '16', '81', '10', '14', '20', '11', '22', '27', '31', '18', '23', '43', '77', '44', '24', '30', '63']\n" + "logger WARNING \tFailed to load schedule from FastF1 backend!\n", + "req INFO \tNo cached data found for season_schedule. Loading data...\n", + "_api INFO \tFetching season schedule...\n", + "logger WARNING \tFailed to load schedule from F1 API backend!\n", + "logger WARNING \tFailed to load schedule from Ergast API backend!\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ + "Error with Great Britain Race (2022): Failed to load any schedule data.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "logger WARNING \tFailed to load schedule from FastF1 backend!\n", + "req INFO \tNo cached data found for season_schedule. Loading data...\n", + "_api INFO \tFetching season schedule...\n", + "logger WARNING \tFailed to load schedule from F1 API backend!\n", + "logger WARNING \tFailed to load schedule from Ergast API backend!\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Error with Mexico Race (2022): Failed to load any schedule data.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "logger WARNING \tFailed to load schedule from FastF1 backend!\n", + "req INFO \tNo cached data found for season_schedule. Loading data...\n", + "_api INFO \tFetching season schedule...\n", + "logger WARNING \tFailed to load schedule from F1 API backend!\n", + "logger WARNING \tFailed to load schedule from Ergast API backend!\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Error with Brazil Race (2022): Failed to load any schedule data.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "logger WARNING \tFailed to load schedule from FastF1 backend!\n", + "req INFO \tNo cached data found for season_schedule. Loading data...\n", + "_api INFO \tFetching season schedule...\n", + "logger WARNING \tFailed to load schedule from F1 API backend!\n", + "logger WARNING \tFailed to load schedule from Ergast API backend!\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Error with Bahrain Race (2022): Failed to load any schedule data.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "logger WARNING \tFailed to load schedule from FastF1 backend!\n", + "req INFO \tNo cached data found for season_schedule. Loading data...\n", + "_api INFO \tFetching season schedule...\n", + "logger WARNING \tFailed to load schedule from F1 API backend!\n", + "logger WARNING \tFailed to load schedule from Ergast API backend!\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Error with United States Race (2022): Failed to load any schedule data.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "logger WARNING \tFailed to load schedule from FastF1 backend!\n", + "req INFO \tNo cached data found for season_schedule. Loading data...\n", + "_api INFO \tFetching season schedule...\n", + "logger WARNING \tFailed to load schedule from F1 API backend!\n", + "logger WARNING \tFailed to load schedule from Ergast API backend!\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Error with Great Britain Race (2023): Failed to load any schedule data.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "logger WARNING \tFailed to load schedule from FastF1 backend!\n", + "req INFO \tNo cached data found for season_schedule. Loading data...\n", + "_api INFO \tFetching season schedule...\n", + "logger WARNING \tFailed to load schedule from F1 API backend!\n", + "logger WARNING \tFailed to load schedule from Ergast API backend!\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Error with Mexico Race (2023): Failed to load any schedule data.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "logger WARNING \tFailed to load schedule from FastF1 backend!\n", + "req INFO \tNo cached data found for season_schedule. Loading data...\n", + "_api INFO \tFetching season schedule...\n", + "logger WARNING \tFailed to load schedule from F1 API backend!\n", + "logger WARNING \tFailed to load schedule from Ergast API backend!\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Error with Brazil Race (2023): Failed to load any schedule data.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "logger WARNING \tFailed to load schedule from FastF1 backend!\n", + "req INFO \tNo cached data found for season_schedule. Loading data...\n", + "_api INFO \tFetching season schedule...\n", + "logger WARNING \tFailed to load schedule from F1 API backend!\n", + "logger WARNING \tFailed to load schedule from Ergast API backend!\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Error with Bahrain Race (2023): Failed to load any schedule data.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "logger WARNING \tFailed to load schedule from FastF1 backend!\n", + "req INFO \tNo cached data found for season_schedule. Loading data...\n", + "_api INFO \tFetching season schedule...\n", + "logger WARNING \tFailed to load schedule from F1 API backend!\n", + "logger WARNING \tFailed to load schedule from Ergast API backend!\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Error with United States Race (2023): Failed to load any schedule data.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "logger WARNING \tFailed to load schedule from FastF1 backend!\n", + "req INFO \tNo cached data found for season_schedule. Loading data...\n", + "_api INFO \tFetching season schedule...\n", + "logger WARNING \tFailed to load schedule from F1 API backend!\n", + "logger WARNING \tFailed to load schedule from Ergast API backend!\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Error with Great Britain Race (2024): Failed to load any schedule data.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "logger WARNING \tFailed to load schedule from FastF1 backend!\n", + "req INFO \tNo cached data found for season_schedule. Loading data...\n", + "_api INFO \tFetching season schedule...\n", + "logger WARNING \tFailed to load schedule from F1 API backend!\n", + "logger WARNING \tFailed to load schedule from Ergast API backend!\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Error with Mexico Race (2024): Failed to load any schedule data.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "logger WARNING \tFailed to load schedule from FastF1 backend!\n", + "req INFO \tNo cached data found for season_schedule. Loading data...\n", + "_api INFO \tFetching season schedule...\n", + "logger WARNING \tFailed to load schedule from F1 API backend!\n", + "logger WARNING \tFailed to load schedule from Ergast API backend!\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Error with Brazil Race (2024): Failed to load any schedule data.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "logger WARNING \tFailed to load schedule from FastF1 backend!\n", + "req INFO \tNo cached data found for season_schedule. Loading data...\n", + "_api INFO \tFetching season schedule...\n", + "logger WARNING \tFailed to load schedule from F1 API backend!\n", + "logger WARNING \tFailed to load schedule from Ergast API backend!\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Error with Bahrain Race (2024): Failed to load any schedule data.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "logger WARNING \tFailed to load schedule from FastF1 backend!\n", + "req INFO \tNo cached data found for season_schedule. Loading data...\n", + "_api INFO \tFetching season schedule...\n", + "logger WARNING \tFailed to load schedule from F1 API backend!\n", + "logger WARNING \tFailed to load schedule from Ergast API backend!\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Error with United States Race (2024): Failed to load any schedule data.\n", "Weather Data:\n", " Time AirTemp Humidity Pressure Rainfall TrackTemp \\\n", - "0 0 days 00:00:10.357000 16.0 79.7 930.2 False 26.1 \n", - "1 0 days 00:01:10.367000 16.0 80.0 930.3 False 25.9 \n", - "2 0 days 00:02:10.371000 16.0 80.0 930.4 False 26.0 \n", - "3 0 days 00:03:10.354000 16.0 80.1 930.3 False 25.9 \n", - "4 0 days 00:04:10.356000 15.9 80.1 930.3 False 25.9 \n", + "0 0 days 00:00:44.848000 28.4 41.3 1007.7 False 51.1 \n", + "1 0 days 00:01:44.867000 28.5 41.0 1007.8 False 51.1 \n", + "2 0 days 00:02:44.883000 28.5 41.2 1007.7 False 51.3 \n", + "3 0 days 00:03:44.881000 28.6 39.7 1007.7 False 51.3 \n", + "4 0 days 00:04:44.882000 28.6 39.8 1007.8 False 51.8 \n", "\n", " WindDirection WindSpeed Year Session \n", - "0 154 0.4 2021 Q \n", - "1 129 0.3 2021 Q \n", - "2 150 0.4 2021 Q \n", - "3 190 0.2 2021 Q \n", - "4 190 0.2 2021 Q \n", + "0 155 0.3 2021 Race \n", + "1 220 0.1 2021 Race \n", + "2 339 0.1 2021 Race \n", + "3 22 0.3 2021 Race \n", + "4 180 0.1 2021 Race \n", "Lap Data:\n", - " Time Driver DriverNumber LapTime \\\n", - "0 0 days 00:19:42.333000 RIC 3 NaT \n", - "1 0 days 00:20:52.007000 RIC 3 0 days 00:01:09.674000 \n", - "2 0 days 00:22:32.617000 RIC 3 0 days 00:01:40.610000 \n", - "3 0 days 00:23:48.713000 RIC 3 0 days 00:01:16.096000 \n", - "4 0 days 00:26:39.889000 RIC 3 NaT \n", + " Time Driver DriverNumber LapTime LapNumber Stint \\\n", + "0 0 days 01:04:25.585000 VER 33 NaT 1.0 1.0 \n", + "1 0 days 01:04:28.484000 HAM 44 NaT 1.0 1.0 \n", + "2 0 days 01:07:06.686000 HAM 44 NaT 2.0 1.0 \n", + "3 0 days 01:44:15.822000 HAM 44 NaT 3.0 2.0 \n", + "4 0 days 01:46:53.038000 HAM 44 NaT 4.0 2.0 \n", "\n", - " LapNumber Stint PitOutTime PitInTime \\\n", - "0 1.0 1.0 0 days 00:18:10.839000 NaT \n", - "1 2.0 1.0 NaT NaT \n", - "2 3.0 1.0 NaT NaT \n", - "3 4.0 1.0 NaT 0 days 00:23:45.604000 \n", - "4 5.0 2.0 0 days 00:25:19.110000 0 days 00:26:36.878000 \n", + " PitOutTime PitInTime Sector1Time \\\n", + "0 NaT NaT NaT \n", + "1 NaT NaT NaT \n", + "2 NaT 0 days 01:07:00.518000 0 days 00:00:43.800000 \n", + "3 0 days 01:41:08.889000 NaT NaT \n", + "4 NaT NaT 0 days 00:01:33.760000 \n", "\n", - " Sector1Time Sector2Time ... LapStartDate \\\n", - "0 NaT 0 days 00:00:49.553000 ... 2021-11-12 19:03:10.848 \n", - "1 0 days 00:00:17.988000 0 days 00:00:35.404000 ... 2021-11-12 19:04:42.342 \n", - "2 0 days 00:00:27.817000 0 days 00:00:54.938000 ... 2021-11-12 19:05:52.016 \n", - "3 0 days 00:00:17.961000 0 days 00:00:35.501000 ... 2021-11-12 19:07:32.626 \n", - "4 NaT 0 days 00:00:39.997000 ... 2021-11-12 19:08:48.722 \n", + " Sector2Time ... LapStartDate TrackStatus Position \\\n", + "0 NaT ... 2021-07-18 14:03:22.569 124 NaN \n", + "1 0 days 00:00:40.610000 ... 2021-07-18 14:03:22.569 124 3.0 \n", + "2 0 days 00:01:10.685000 ... 2021-07-18 14:05:28.494 45 2.0 \n", + "3 0 days 00:01:15.154000 ... 2021-07-18 14:42:00.114 1 2.0 \n", + "4 0 days 00:00:37.907000 ... 2021-07-18 14:45:15.832 12 2.0 \n", "\n", - " TrackStatus Position Deleted DeletedReason FastF1Generated IsAccurate \\\n", - "0 1 NaN False False False \n", - "1 1 NaN False False True \n", - "2 1 NaN False False True \n", - "3 1 NaN False False False \n", - "4 1 NaN False False False \n", + " Deleted DeletedReason FastF1Generated IsAccurate Year Event \\\n", + "0 False True False 2021 Great Britain \n", + "1 False False False 2021 Great Britain \n", + "2 False False False 2021 Great Britain \n", + "3 False False False 2021 Great Britain \n", + "4 False False False 2021 Great Britain \n", "\n", - " Year Event Session \n", - "0 2021 Brazil Q \n", - "1 2021 Brazil Q \n", - "2 2021 Brazil Q \n", - "3 2021 Brazil Q \n", - "4 2021 Brazil Q \n", + " Session \n", + "0 Race \n", + "1 Race \n", + "2 Race \n", + "3 Race \n", + "4 Race \n", "\n", "[5 rows x 34 columns]\n" ] @@ -1542,7 +625,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 32, "metadata": {}, "outputs": [], "source": [ @@ -1561,40 +644,40 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 33, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - " Time Driver DriverNumber LapTime LapNumber Stint \\\n", - "0 2024-01-01 00:13:21.079 ZHO 24 NaT 1.0 1.0 \n", - "1 2024-01-01 00:13:25.515 OCO 31 NaT 1.0 1.0 \n", - "2 2024-01-01 00:13:28.581 GAS 10 NaT 1.0 1.0 \n", - "3 2024-01-01 00:13:33.760 MAG 20 NaT 1.0 1.0 \n", - "4 2024-01-01 00:13:39.639 HUL 27 NaT 1.0 1.0 \n", + " Time Driver DriverNumber LapTime \\\n", + "0 2024-01-01 00:39:08.419 MAZ 9 NaT \n", + "1 2024-01-01 00:39:08.419 VER 33 0 days 00:01:58.245000 \n", + "2 2024-01-01 00:39:09.712 HAM 44 0 days 00:01:59.538000 \n", + "3 2024-01-01 00:39:12.872 LEC 16 0 days 00:02:02.698000 \n", + "4 2024-01-01 00:39:13.946 BOT 77 0 days 00:02:03.772000 \n", "\n", - " PitOutTime PitInTime Sector1Time Sector2Time ... \\\n", - "0 0 days 00:11:34.445000 NaT NaT 0 days 00:00:36.406000 ... \n", - "1 0 days 00:11:43.198000 NaT NaT 0 days 00:00:33.336000 ... \n", - "2 0 days 00:11:47.409000 NaT NaT 0 days 00:00:33.379000 ... \n", - "3 0 days 00:11:50.367000 NaT NaT 0 days 00:00:35.836000 ... \n", - "4 0 days 00:11:56.096000 NaT NaT 0 days 00:00:36.690000 ... \n", + " LapNumber Stint PitOutTime PitInTime Sector1Time Sector2Time \\\n", + "0 1.0 1.0 NaT NaT NaT NaT \n", + "1 1.0 1.0 NaT NaT NaT 0 days 00:00:53.703000 \n", + "2 1.0 1.0 NaT NaT NaT 0 days 00:00:54.367000 \n", + "3 1.0 1.0 NaT NaT NaT 0 days 00:00:55.232000 \n", + "4 1.0 1.0 NaT NaT NaT 0 days 00:00:56.397000 \n", "\n", - " Sector3Time_seconds AirTemp Humidity Pressure Rainfall TrackTemp \\\n", - "0 34.895 14.7 59.0 1019.0 False 21.2 \n", - "1 35.205 30.3 37.0 991.2 False 36.8 \n", - "2 33.669 26.2 47.0 1014.5 False 40.3 \n", - "3 30.358 28.5 40.0 1005.4 False 38.6 \n", - "4 30.625 35.3 12.0 993.5 False 42.4 \n", + " ... Sector3Time_seconds AirTemp Humidity Pressure Rainfall TrackTemp \\\n", + "0 ... NaN 20.3 31.5 785.0 False 47.3 \n", + "1 ... 32.579 20.3 31.5 785.0 False 47.3 \n", + "2 ... 32.463 20.3 31.5 785.0 False 47.3 \n", + "3 ... 34.383 20.3 31.5 785.0 False 47.3 \n", + "4 ... 34.235 20.3 31.5 785.0 False 47.3 \n", "\n", " WindDirection WindSpeed Year_weather Session_weather \n", - "0 156 1.1 2023 Q \n", - "1 90 4.0 2022 Q \n", - "2 280 1.7 2022 Race \n", - "3 187 2.5 2024 Q \n", - "4 282 2.2 2023 Q \n", + "0 302 0.7 2021 Race \n", + "1 302 0.7 2021 Race \n", + "2 302 0.7 2021 Race \n", + "3 302 0.7 2021 Race \n", + "4 302 0.7 2021 Race \n", "\n", "[5 rows x 47 columns]\n" ] @@ -1628,9 +711,28 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 46, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Index(['Time', 'Driver', 'DriverNumber', 'LapTime', 'LapNumber', 'Stint',\n", + " 'PitOutTime', 'PitInTime', 'Sector1Time', 'Sector2Time', 'Sector3Time',\n", + " 'Sector1SessionTime', 'Sector2SessionTime', 'Sector3SessionTime',\n", + " 'SpeedI1', 'SpeedI2', 'SpeedFL', 'SpeedST', 'IsPersonalBest',\n", + " 'Compound', 'TyreLife', 'FreshTyre', 'Team', 'LapStartTime',\n", + " 'LapStartDate', 'TrackStatus', 'Position', 'Deleted', 'DeletedReason',\n", + " 'FastF1Generated', 'IsAccurate', 'Year_lap', 'Event', 'Session_lap',\n", + " 'LapTime_seconds', 'Sector1Time_seconds', 'Sector2Time_seconds',\n", + " 'Sector3Time_seconds', 'AirTemp', 'Humidity', 'Pressure', 'Rainfall',\n", + " 'TrackTemp', 'WindDirection', 'WindSpeed', 'Year_weather',\n", + " 'Session_weather'],\n", + " dtype='object')\n" + ] + } + ], "source": [ "# Select features for modeling\n", "feature_columns = [\n", @@ -1640,13 +742,16 @@ "\n", "target_column = 'LapTime_seconds'\n", "\n", + "# Print available columns\n", + "print(merged_data.columns)\n", + "\n", "# Remove rows with missing values\n", "model_data = merged_data[feature_columns + [target_column]].dropna()" ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 35, "metadata": {}, "outputs": [], "source": [ @@ -1661,7 +766,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 36, "metadata": {}, "outputs": [], "source": [ @@ -1673,7 +778,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 37, "metadata": {}, "outputs": [], "source": [ @@ -1692,7 +797,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 43, "metadata": {}, "outputs": [ { @@ -1746,7 +851,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 44, "metadata": {}, "outputs": [ { @@ -1757,33 +862,33 @@ "Model Performance:\n", "\n", "Linear Regression:\n", - "RMSE: 7.85 seconds\n", - "R2 Score: 0.703\n", + "RMSE: 7.33 seconds\n", + "R2 Score: 0.709\n", "\n", "Random Forest:\n", - "RMSE: 3.86 seconds\n", - "R2 Score: 0.928\n", + "RMSE: 2.48 seconds\n", + "R2 Score: 0.967\n", "\n", "Decision Tree:\n", - "RMSE: 5.71 seconds\n", - "R2 Score: 0.843\n", + "RMSE: 3.42 seconds\n", + "R2 Score: 0.937\n", "\n", "Gradient Boosting:\n", - "RMSE: 4.37 seconds\n", - "R2 Score: 0.908\n", + "RMSE: 2.93 seconds\n", + "R2 Score: 0.953\n", "\n", "Support Vector Regressor:\n", - "RMSE: 5.99 seconds\n", - "R2 Score: 0.827\n", + "RMSE: 7.51 seconds\n", + "R2 Score: 0.694\n", "\n", "XGBoost:\n", - "RMSE: 3.96 seconds\n", - "R2 Score: 0.924\n" + "RMSE: 2.79 seconds\n", + "R2 Score: 0.958\n" ] }, { "data": { - "image/png": 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", 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", 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" ] @@ -1817,12 +922,12 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 45, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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