{ "nbformat": 4, "nbformat_minor": 0, "metadata": { "colab": { "provenance": [] }, "kernelspec": { "name": "python3", "display_name": "Python 3" }, "language_info": { "name": "python" } }, "cells": [ { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "6HnYmKVPSstT", "outputId": "7f0f69a5-15e4-46dd-80e3-b8ae75487004" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Collecting fastf1\n", " Downloading fastf1-3.8.3-py3-none-any.whl.metadata (5.1 kB)\n", "Requirement already satisfied: cryptography in /usr/local/lib/python3.13/dist-packages (from fastf1) (50.0.1)\n", "Requirement already satisfied: matplotlib<4.0.0,>=3.8.0 in /usr/local/lib/python3.13/dist-packages (from fastf1) (3.10.0)\n", "Requirement already satisfied: numpy<3.0.0,>=1.26.0 in /usr/local/lib/python3.13/dist-packages (from fastf1) (2.1.3)\n", "Requirement already satisfied: pandas<3.0.0,>=2.1.1 in 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fastf1\n", "import pandas as pd\n", "import os\n", "from google.colab import drive" ], "metadata": { "id": "NE4JRzGJXdxs" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "# Mount your Google Drive\n", "drive.mount('/content/drive')" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "4I6-swQdY2tA", "outputId": "3fceaea8-f435-4a0f-aa03-a99a35fd9c9e" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Mounted at /content/drive\n" ] } ] }, { "cell_type": "code", "source": [ "# Define the directory\n", "cache_dir = '/content/drive/MyDrive/f1 data '\n", "\n", "# Create the folder if it does not exist\n", "if not os.path.exists(cache_dir):\n", " os.makedirs(cache_dir)" ], "metadata": { "id": "HifH32vtauno" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "# Enable caching\n", "fastf1.Cache.enable_cache(cache_dir)" ], "metadata": { "id": "x9XLgpLibZNF" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "# Pull the 2023 Monaco Grand Prix Race session\n", "session = fastf1.get_session(2023, 'Monaco', 'R')" ], "metadata": { "id": "NW-_2eW1dB48" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "# Load the data\n", "session.load()" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "MEqxKYZPfA3c", "outputId": "b1c827d1-8e81-4528-85d9-02d0cfb81f49" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "core INFO \tLoading data for Monaco Grand Prix - Race [v3.8.3]\n", "INFO:fastf1.fastf1.core:Loading data for Monaco Grand Prix - Race [v3.8.3]\n", "req INFO \tNo cached data found for session_info. Loading data...\n", "INFO:fastf1.fastf1.req:No cached data found for session_info. Loading data...\n", "_api INFO \tFetching session info data...\n", "INFO:fastf1.api:Fetching session info data...\n", "DEBUG:fastf1.api:Falling back to livetiming mirror (https://livetiming-mirror.fastf1.dev)\n", "logger WARNING \tFailed to load session info data!\n", "WARNING:fastf1.fastf1.core:Failed to load session info data!\n", "DEBUG:fastf1.fastf1.core:Traceback for failure in session info data\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/logger.py\", line 112, in __wrapped\n", " return func(*args, **kwargs)\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 1452, in _load_session_info\n", " self._session_info = api.session_info(self.api_path,\n", " ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^\n", " livedata=livedata)\n", " ^^^^^^^^^^^^^^^^^^\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/req.py\", line 459, in _cached_api_request\n", " data = func(api_path, **func_kwargs)\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/_api.py\", line 1730, in session_info\n", " raise SessionNotAvailableError(\n", " ...<2 lines>...\n", " )\n", "fastf1._api.SessionNotAvailableError: No data for this session! If this session only finished recently, please try again in a few minutes.\n", "req INFO \tNo cached data found for driver_info. Loading data...\n", "INFO:fastf1.fastf1.req:No cached data found for driver_info. Loading data...\n", "_api INFO \tFetching driver list...\n", "INFO:fastf1.api:Fetching driver list...\n", "DEBUG:fastf1.api:Falling back to livetiming mirror (https://livetiming-mirror.fastf1.dev)\n", "core WARNING \tFailed to load extended driver information!\n", "WARNING:fastf1.fastf1.core:Failed to load extended driver information!\n", "DEBUG:fastf1.fastf1.core:Exception while loading driver list\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 2459, in _drivers_from_f1_api\n", " f1di = api.driver_info(self.api_path, livedata=livedata)\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/req.py\", line 459, in _cached_api_request\n", " data = func(api_path, **func_kwargs)\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/_api.py\", line 1564, in driver_info\n", " raise SessionNotAvailableError(\n", " ...<2 lines>...\n", " )\n", "fastf1._api.SessionNotAvailableError: No data for this session! If this session only finished recently, please try again in a few minutes.\n", "req INFO \tNo cached data found for session_status_data. Loading data...\n", "INFO:fastf1.fastf1.req:No cached data found for session_status_data. Loading data...\n", "_api INFO \tFetching session status data...\n", "INFO:fastf1.api:Fetching session status data...\n", "DEBUG:fastf1.api:Falling back to livetiming mirror (https://livetiming-mirror.fastf1.dev)\n", "logger WARNING \tFailed to load session status data!\n", "WARNING:fastf1.fastf1.core:Failed to load session status data!\n", "DEBUG:fastf1.fastf1.core:Traceback for failure in session status data\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/logger.py\", line 112, in __wrapped\n", " return func(*args, **kwargs)\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 2136, in _load_session_status_data\n", " session_status = api.session_status_data(self.api_path,\n", " livedata=livedata)\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/req.py\", line 459, in _cached_api_request\n", " data = func(api_path, **func_kwargs)\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/_api.py\", line 1362, in session_status_data\n", " raise SessionNotAvailableError(\n", " ...<2 lines>...\n", " )\n", "fastf1._api.SessionNotAvailableError: No data for this session! If this session only finished recently, please try again in a few minutes.\n", "req INFO \tNo cached data found for lap_count. Loading data...\n", "INFO:fastf1.fastf1.req:No cached data found for lap_count. Loading data...\n", "_api INFO \tFetching lap count data...\n", "INFO:fastf1.api:Fetching lap count data...\n", "DEBUG:fastf1.api:Falling back to livetiming mirror (https://livetiming-mirror.fastf1.dev)\n", "logger WARNING \tFailed to load total lap count!\n", "WARNING:fastf1.fastf1.core:Failed to load total lap count!\n", "DEBUG:fastf1.fastf1.core:Traceback for failure in total lap count\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/logger.py\", line 112, in __wrapped\n", " return func(*args, **kwargs)\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 2118, in _load_total_lap_count\n", " lap_count = api.lap_count(self.api_path, livedata=livedata)\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/req.py\", line 459, in _cached_api_request\n", " data = func(api_path, **func_kwargs)\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/_api.py\", line 1505, in lap_count\n", " raise SessionNotAvailableError(\n", " ...<2 lines>...\n", " )\n", "fastf1._api.SessionNotAvailableError: No data for this session! If this session only finished recently, please try again in a few minutes.\n", "req INFO \tNo cached data found for track_status_data. Loading data...\n", "INFO:fastf1.fastf1.req:No cached data found for track_status_data. Loading data...\n", "_api INFO \tFetching track status data...\n", "INFO:fastf1.api:Fetching track status data...\n", "DEBUG:fastf1.api:Falling back to livetiming mirror (https://livetiming-mirror.fastf1.dev)\n", "logger WARNING \tFailed to load track status data!\n", "WARNING:fastf1.fastf1.core:Failed to load track status data!\n", "DEBUG:fastf1.fastf1.core:Traceback for failure in track status data\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/logger.py\", line 112, in __wrapped\n", " return func(*args, **kwargs)\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 2105, in _load_track_status_data\n", " track_status = api.track_status_data(self.api_path, livedata=livedata)\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/req.py\", line 459, in _cached_api_request\n", " data = func(api_path, **func_kwargs)\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/_api.py\", line 1306, in track_status_data\n", " raise SessionNotAvailableError(\n", " ...<2 lines>...\n", " )\n", "fastf1._api.SessionNotAvailableError: No data for this session! If this session only finished recently, please try again in a few minutes.\n", "req INFO \tNo cached data found for _extended_timing_data. Loading data...\n", "INFO:fastf1.fastf1.req:No cached data found for _extended_timing_data. Loading data...\n", "_api INFO \tFetching timing data...\n", "INFO:fastf1.api:Fetching timing data...\n", "DEBUG:fastf1.api:Falling back to livetiming mirror (https://livetiming-mirror.fastf1.dev)\n", "logger WARNING \tFailed to load timing data!\n", "WARNING:fastf1.fastf1.core:Failed to load timing data!\n", "DEBUG:fastf1.fastf1.core:Traceback for failure in lap timing data\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/logger.py\", line 112, in __wrapped\n", " return func(*args, **kwargs)\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 1458, in _load_laps_data\n", " = api._extended_timing_data(self.api_path, livedata=livedata)\n", " ~~~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/req.py\", line 459, in _cached_api_request\n", " data = func(api_path, **func_kwargs)\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/_api.py\", line 201, in _extended_timing_data\n", " raise SessionNotAvailableError(\n", " ...<2 lines>...\n", " )\n", "fastf1._api.SessionNotAvailableError: No data for this session! If this session only finished recently, please try again in a few minutes.\n", "DEBUG:fastf1.fastf1.core:Failed to add first lap time for driver '1'\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 2088, in _add_first_lap_time_from_ergast\n", " self._laps.loc[\n", " ^^^^^^^^^^\n", "AttributeError: 'Session' object has no attribute '_laps'. Did you mean: 'laps'?\n", "DEBUG:fastf1.fastf1.core:Failed to add first lap time for driver '14'\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 2088, in _add_first_lap_time_from_ergast\n", " self._laps.loc[\n", " ^^^^^^^^^^\n", "AttributeError: 'Session' object has no attribute '_laps'. Did you mean: 'laps'?\n", "DEBUG:fastf1.fastf1.core:Failed to add first lap time for driver '31'\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 2088, in _add_first_lap_time_from_ergast\n", " self._laps.loc[\n", " ^^^^^^^^^^\n", "AttributeError: 'Session' object has no attribute '_laps'. Did you mean: 'laps'?\n", "DEBUG:fastf1.fastf1.core:Failed to add first lap time for driver '55'\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 2088, in _add_first_lap_time_from_ergast\n", " self._laps.loc[\n", " ^^^^^^^^^^\n", "AttributeError: 'Session' object has no attribute '_laps'. Did you mean: 'laps'?\n", "DEBUG:fastf1.fastf1.core:Failed to add first lap time for driver '44'\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 2088, in _add_first_lap_time_from_ergast\n", " self._laps.loc[\n", " ^^^^^^^^^^\n", "AttributeError: 'Session' object has no attribute '_laps'. Did you mean: 'laps'?\n", "DEBUG:fastf1.fastf1.core:Failed to add first lap time for driver '16'\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 2088, in _add_first_lap_time_from_ergast\n", " self._laps.loc[\n", " ^^^^^^^^^^\n", "AttributeError: 'Session' object has no attribute '_laps'. Did you mean: 'laps'?\n", "DEBUG:fastf1.fastf1.core:Failed to add first lap time for driver '10'\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 2088, in _add_first_lap_time_from_ergast\n", " self._laps.loc[\n", " ^^^^^^^^^^\n", "AttributeError: 'Session' object has no attribute '_laps'. Did you mean: 'laps'?\n", "DEBUG:fastf1.fastf1.core:Failed to add first lap time for driver '63'\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 2088, in _add_first_lap_time_from_ergast\n", " self._laps.loc[\n", " ^^^^^^^^^^\n", "AttributeError: 'Session' object has no attribute '_laps'. Did you mean: 'laps'?\n", "DEBUG:fastf1.fastf1.core:Failed to add first lap time for driver '22'\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 2088, in _add_first_lap_time_from_ergast\n", " self._laps.loc[\n", " ^^^^^^^^^^\n", "AttributeError: 'Session' object has no attribute '_laps'. Did you mean: 'laps'?\n", "DEBUG:fastf1.fastf1.core:Failed to add first lap time for driver '4'\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 2088, in _add_first_lap_time_from_ergast\n", " self._laps.loc[\n", " ^^^^^^^^^^\n", "AttributeError: 'Session' object has no attribute '_laps'. Did you mean: 'laps'?\n", "DEBUG:fastf1.fastf1.core:Failed to add first lap time for driver '81'\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 2088, in _add_first_lap_time_from_ergast\n", " self._laps.loc[\n", " ^^^^^^^^^^\n", "AttributeError: 'Session' object has no attribute '_laps'. Did you mean: 'laps'?\n", "DEBUG:fastf1.fastf1.core:Failed to add first lap time for driver '21'\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 2088, in _add_first_lap_time_from_ergast\n", " self._laps.loc[\n", " ^^^^^^^^^^\n", "AttributeError: 'Session' object has no attribute '_laps'. Did you mean: 'laps'?\n", "DEBUG:fastf1.fastf1.core:Failed to add first lap time for driver '23'\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 2088, in _add_first_lap_time_from_ergast\n", " self._laps.loc[\n", " ^^^^^^^^^^\n", "AttributeError: 'Session' object has no attribute '_laps'. Did you mean: 'laps'?\n", "DEBUG:fastf1.fastf1.core:Failed to add first lap time for driver '77'\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 2088, in _add_first_lap_time_from_ergast\n", " self._laps.loc[\n", " ^^^^^^^^^^\n", "AttributeError: 'Session' object has no attribute '_laps'. Did you mean: 'laps'?\n", "DEBUG:fastf1.fastf1.core:Failed to add first lap time for driver '2'\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 2088, in _add_first_lap_time_from_ergast\n", " self._laps.loc[\n", " ^^^^^^^^^^\n", "AttributeError: 'Session' object has no attribute '_laps'. Did you mean: 'laps'?\n", "DEBUG:fastf1.fastf1.core:Failed to add first lap time for driver '20'\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 2088, in _add_first_lap_time_from_ergast\n", " self._laps.loc[\n", " ^^^^^^^^^^\n", "AttributeError: 'Session' object has no attribute '_laps'. Did you mean: 'laps'?\n", "DEBUG:fastf1.fastf1.core:Failed to add first lap time for driver '18'\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 2088, in _add_first_lap_time_from_ergast\n", " self._laps.loc[\n", " ^^^^^^^^^^\n", "AttributeError: 'Session' object has no attribute '_laps'. Did you mean: 'laps'?\n", "DEBUG:fastf1.fastf1.core:Failed to add first lap time for driver '11'\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 2088, in _add_first_lap_time_from_ergast\n", " self._laps.loc[\n", " ^^^^^^^^^^\n", "AttributeError: 'Session' object has no attribute '_laps'. Did you mean: 'laps'?\n", "DEBUG:fastf1.fastf1.core:Failed to add first lap time for driver '24'\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 2088, in _add_first_lap_time_from_ergast\n", " self._laps.loc[\n", " ^^^^^^^^^^\n", "AttributeError: 'Session' object has no attribute '_laps'. Did you mean: 'laps'?\n", "DEBUG:fastf1.fastf1.core:Failed to add first lap time for driver '27'\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 2088, in _add_first_lap_time_from_ergast\n", " self._laps.loc[\n", " ^^^^^^^^^^\n", "AttributeError: 'Session' object has no attribute '_laps'. Did you mean: 'laps'?\n", "core WARNING \tFailed to add first lap time from Ergast for drivers: ['1', '14', '31', '55', '44', '16', '10', '63', '22', '4', '81', '21', '23', '77', '2', '20', '18', '11', '24', '27']\n", "WARNING:fastf1.fastf1.core:Failed to add first lap time from Ergast for drivers: ['1', '14', '31', '55', '44', '16', '10', '63', '22', '4', '81', '21', '23', '77', '2', '20', '18', '11', '24', '27']\n", "req INFO \tNo cached data found for car_data. Loading data...\n", "INFO:fastf1.fastf1.req:No cached data found for car_data. Loading data...\n", "_api INFO \tFetching car data...\n", "INFO:fastf1.api:Fetching car data...\n", "DEBUG:fastf1.api:Falling back to livetiming mirror (https://livetiming-mirror.fastf1.dev)\n", "core WARNING \tCar telemetry data is unavailable!\n", "WARNING:fastf1.fastf1.core:Car telemetry data is unavailable!\n", "req INFO \tNo cached data found for position_data. Loading data...\n", "INFO:fastf1.fastf1.req:No cached data found for position_data. Loading data...\n", "_api INFO \tFetching position data...\n", "INFO:fastf1.api:Fetching position data...\n", "DEBUG:fastf1.api:Falling back to livetiming mirror (https://livetiming-mirror.fastf1.dev)\n", "core WARNING \tCar position data is unavailable!\n", "WARNING:fastf1.fastf1.core:Car position data is unavailable!\n", "core WARNING \tFailed to determine `Session.t0_date`!\n", "WARNING:fastf1.fastf1.core:Failed to determine `Session.t0_date`!\n", "req INFO \tNo cached data found for weather_data. Loading data...\n", "INFO:fastf1.fastf1.req:No cached data found for weather_data. Loading data...\n", "_api INFO \tFetching weather data...\n", "INFO:fastf1.api:Fetching weather data...\n", "DEBUG:fastf1.api:Falling back to livetiming mirror (https://livetiming-mirror.fastf1.dev)\n", "logger WARNING \tFailed to load weather data!\n", "WARNING:fastf1.fastf1.core:Failed to load weather data!\n", "DEBUG:fastf1.fastf1.core:Traceback for failure in weather data\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/logger.py\", line 112, in __wrapped\n", " return func(*args, **kwargs)\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 2611, in _load_weather_data\n", " weather_data = api.weather_data(self.api_path, livedata=livedata)\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/req.py\", line 459, in _cached_api_request\n", " data = func(api_path, **func_kwargs)\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/_api.py\", line 1656, in weather_data\n", " raise SessionNotAvailableError(\n", " ...<2 lines>...\n", " )\n", "fastf1._api.SessionNotAvailableError: No data for this session! If this session only finished recently, please try again in a few minutes.\n", "req INFO \tNo cached data found for race_control_messages. Loading data...\n", "INFO:fastf1.fastf1.req:No cached data found for race_control_messages. Loading data...\n", "_api INFO \tFetching race control messages...\n", "INFO:fastf1.api:Fetching race control messages...\n", "DEBUG:fastf1.api:Falling back to livetiming mirror (https://livetiming-mirror.fastf1.dev)\n", "logger WARNING \tFailed to load race control messages!\n", "WARNING:fastf1.fastf1.core:Failed to load race control messages!\n", "DEBUG:fastf1.fastf1.core:Traceback for failure in race control messages\n", "Traceback (most recent call last):\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/logger.py\", line 112, in __wrapped\n", " return func(*args, **kwargs)\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/core.py\", line 2618, in _load_race_control_messages\n", " race_control_messages = api.race_control_messages(self.api_path,\n", " livedata=livedata)\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/req.py\", line 459, in _cached_api_request\n", " data = func(api_path, **func_kwargs)\n", " File \"/usr/local/lib/python3.13/dist-packages/fastf1/_api.py\", line 1433, in race_control_messages\n", " raise SessionNotAvailableError(\n", " ...<2 lines>...\n", " )\n", "fastf1._api.SessionNotAvailableError: No data for this session! If this session only finished recently, please try again in a few minutes.\n", "core INFO \tFinished loading data for 20 drivers: ['1', '14', '31', '44', '63', '16', '10', '55', '4', '81', '77', '21', '24', '23', '22', '11', '27', '2', '20', '18']\n", "INFO:fastf1.fastf1.core:Finished loading data for 20 drivers: ['1', '14', '31', '44', '63', '16', '10', '55', '4', '81', '77', '21', '24', '23', '22', '11', '27', '2', '20', '18']\n" ] } ] }, { "cell_type": "code", "source": [ "# Look at the final race classification results using Pandas\n", "results_df = session.results\n", "print(results_df[['Abbreviation', 'TeamName', 'Position', 'Time', 'Status']].head())" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "_CI7lkiigGNR", "outputId": "9ec04d94-a2ba-48d4-e069-99c8460d04ba" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ " Abbreviation TeamName Position Time \\\n", "DriverNumber \n", "1 VER Red Bull 1.0 0 days 01:48:51.980000 \n", "14 ALO Aston Martin 2.0 0 days 00:00:27.921000 \n", "31 OCO Alpine F1 Team 3.0 0 days 00:00:36.990000 \n", "44 HAM Mercedes 4.0 0 days 00:00:39.062000 \n", "63 RUS Mercedes 5.0 0 days 00:00:56.284000 \n", "\n", " Status \n", "DriverNumber \n", "1 Finished \n", "14 Finished \n", "31 Finished \n", "44 Finished \n", "63 Finished \n" ] } ] }, { "cell_type": "code", "source": [ "export_path = f'{cache_dir}/monaco_2023_results.csv'" ], "metadata": { "id": "J_aPsRKEmImJ" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "results_df.to_csv(export_path, index=False)" ], "metadata": { "id": "fYsRN8qhmbix" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "print(f\"Data successfully exported to: {export_path}\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "AhvR85m6qnvw", "outputId": "98da5d8a-6cc3-4ad6-a793-3f99916353ab" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Data successfully exported to: /content/drive/MyDrive/f1 data /monaco_2023_results.csv\n" ] } ] } ] }