diff --git "a/run_AIFS_v0_2_1.ipynb" "b/run_AIFS_v0_2_1.ipynb" deleted file mode 100644--- "a/run_AIFS_v0_2_1.ipynb" +++ /dev/null @@ -1,2947 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": { - "id": "nf6PiMYmLEtZ" - }, - "source": [ - "This notebook runs ECMWF's aifs-single-0.2.1 data-driven model, using ECMWF's [open data](https://www.ecmwf.int/en/forecasts/datasets/open-data) dataset and the [anemoi-inference](https://anemoi-inference.readthedocs.io/en/latest/apis/level1.html) package." - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "YDZrZ8HVxLfU" - }, - "source": [ - "# 1. Install Required Packages and Imports" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "executionInfo": { - "elapsed": 44979, - "status": "ok", - "timestamp": 1733384436074, - "user": { - "displayName": "", - "userId": "" - }, - "user_tz": -60 - }, - "id": "_sT8Re5jLRAH", - "outputId": "384c13e8-e739-4e31-90c5-11970da5808f" - }, - "outputs": [], - "source": [ - "# Uncomment the lines below to install the required packages\n", - "\n", - "# !pip install -q anemoi-inference[huggingface]==0.4.3 anemoi-models==0.2.1\n", - "# !pip install -q earthkit-regrid==0.3.4 ecmwf-opendata\n", - "# !pip install -q flash_attn" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "executionInfo": { - "elapsed": 3143, - "status": "ok", - "timestamp": 1733384445221, - "user": { - "displayName": "", - "userId": "" - }, - "user_tz": -60 - }, - "id": "VBJmsrqGLEtb" - }, - "outputs": [], - "source": [ - "import datetime\n", - "from collections import defaultdict\n", - "\n", - "import numpy as np\n", - "import earthkit.data as ekd\n", - "import earthkit.regrid as ekr\n", - "\n", - "from anemoi.inference.runners.simple import SimpleRunner\n", - "from anemoi.inference.outputs.printer import print_state\n", - "\n", - "from ecmwf.opendata import Client as OpendataClient" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "x-JJcbnhLEtc" - }, - "source": [ - "# 2. Retrieve Initial Conditions from ECMWF Open Data\n", - "\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "B8DkdKfUxaPr" - }, - "source": [ - "### List of parameters to retrieve form ECMWF open data" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "executionInfo": { - "elapsed": 195, - "status": "ok", - "timestamp": 1733384595021, - "user": { - "displayName": "", - "userId": "" - }, - "user_tz": -60 - }, - "id": "yZOyITo6LEtd" - }, - "outputs": [], - "source": [ - "PARAM_SFC = [\"10u\", \"10v\", \"2d\", \"2t\", \"msl\", \"skt\", \"sp\", \"tcw\", \"lsm\", \"z\", \"slor\", \"sdor\"]\n", - "PARAM_PL = [\"gh\", \"t\", \"u\", \"v\", \"w\", \"q\"]\n", - "LEVELS = [1000, 925, 850, 700, 600, 500, 400, 300, 250, 200, 150, 100, 50]" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "-CdbpgHLxczB" - }, - "source": [ - "### Select a date" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "executionInfo": { - "elapsed": 2109, - "status": "ok", - "timestamp": 1733384601142, - "user": { - "displayName": "", - "userId": "" - }, - "user_tz": -60 - }, - "id": "XwWLA0OcLEtd" - }, - "outputs": [], - "source": [ - "DATE = OpendataClient().latest()" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "executionInfo": { - "elapsed": 388, - "status": "ok", - "timestamp": 1733384601842, - "user": { - "displayName": "", - "userId": "" - }, - "user_tz": -60 - }, - "id": "3_Fy3a0WLEte", - "outputId": "96799389-eb2d-4b1d-f5f3-60e8a309c9ef" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Initial date is 2025-02-18 00:00:00\n" - ] - } - ], - "source": [ - "print(\"Initial date is\", DATE)" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "UMmVhb5uxiB9" - }, - "source": [ - "### Get the data from the ECMWF Open Data API" - ] - }, - { - "cell_type": "code", - "execution_count": 66, - "metadata": { - "executionInfo": { - "elapsed": 215, - "status": "ok", - "timestamp": 1733384619515, - "user": { - "displayName": "", - "userId": "" - }, - "user_tz": -60 - }, - "id": "8X2ShHMeLEtf" - }, - "outputs": [], - "source": [ - "def get_open_data(param, levelist=[]):\n", - " fields = defaultdict(list)\n", - " # Get the data for the current date and the previous date\n", - " for date in [DATE - datetime.timedelta(hours=6), DATE]:\n", - " data = ekd.from_source(\"ecmwf-open-data\", date=date, param=param, levelist=levelist)\n", - " for f in data:\n", - " assert f.to_numpy().shape == (721,1440)\n", - " # Open data is between -180 and 180, we need to shift it to 0-360\n", - " values = np.roll(f.to_numpy(), -f.shape[1] // 2, axis=1)\n", - " # Interpolate the data to from 0.25 to N320\n", - " values = ekr.interpolate(values, {\"grid\": (0.25, 0.25)}, {\"grid\": \"N320\"})\n", - " # Add the values to the list\n", - " name = f\"{f.metadata('param')}_{f.metadata('levelist')}\" if levelist else f.metadata(\"param\")\n", - " fields[name].append(values)\n", - "\n", - " # Create a single matrix for each parameter\n", - " for param, values in fields.items():\n", - " fields[param] = np.stack(values)\n", - "\n", - " return fields" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "_yjso9wvxli0" - }, - "source": [ - "### Get Input Fields" - ] - }, - { - "cell_type": "code", - "execution_count": 68, - "metadata": { - "executionInfo": { - "elapsed": 186, - "status": "ok", - "timestamp": 1733384638318, - "user": { - "displayName": "", - "userId": "" - }, - "user_tz": -60 - }, - "id": "as23RAZiLEtf" - }, - "outputs": [], - "source": [ - "fields = {}" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "VJs1usVsxq5Q" - }, - "source": [ - "#### Add the single levels fields" - ] - }, - { - "cell_type": "code", - "execution_count": 69, - "metadata": {}, - "outputs": [], - "source": [ - "sfc_data=get_open_data(param=PARAM_SFC)" - ] - }, - { - "cell_type": "code", - "execution_count": 70, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/", - "height": 17, - "referenced_widgets": [ - "a7c36aeb00074c6c92735e169b765251", - "7ba380ae6b76488299d17aa1bffece67", - "b695ad246f574c3993d4ca3925be2853", - "6c51d6cbcf924425824f8c4390164834", - "ba596bf1fa9545eda887a2439af3c70c", - "d3f5816d005b48fa981d2e9e947fe020", - "7d9d217ab1bd4010be8eee17e335083a", - "ea41eba5fbed4832b97520086a567d67", - "f362732783d741cd982a21f73b647a18", - "ee9c57247f1d4e63b255784b4342b7b6", - "fa7fbe6608b1416a8b3ad52bea2a06eb", - "ee8fecacdf934cacb4c5966da66f68ba", - "b8f734cd22254a559cbf0d4270ceacb4", - "7487efa049164d9a92b01d41deac2a1d", - "00131dfdac6c4787b3c6aefb08f13beb", - "769c57208a284dd3a281d225ec9276f3", - "a53a407a6f6e451497336766244135b1", - "caf04b00d2ee45de9d5667ecac91cf1d", - "cbbd457e67034ce58f82a31228a85ff3", - "9db824f32e8c49f298aa110df69465bd", - "38181e60ddf14b2ab0b98a46d04c5892", - "a8d1c1ad0e40429a85bce2f7d2ba15be", - "7fc7795fd4b14f9f912629eaee028df3", - "305be4f74c6c42a6abd1e83649b5e635", - "9f5ed1c328ef49b783f8e3f62711fb5f", - "52b672a66d2a475394bdef455a4cebf8", - "5f91729034eb47fab123411dc3353e22", - "d6974595ebd043039970461f78f0195e", - "ebee72a8dae74add85d1e58c5a7ecc0b", - "46015c2b0e4d4788b07468f874345557", - "29607e1346af4a3188a33f7324bd2ff2", - "36ff6fe16f494b6e8d75fd46569724e7", - "3d271316983f41e0b2d0ef9548003f55" - ] - }, - "executionInfo": { - "elapsed": 32963, - "status": "ok", - "timestamp": 1733384688321, - "user": { - "displayName": "", - "userId": "" - }, - "user_tz": -60 - }, - "id": "b8sjaN5SLEtf", - "outputId": "228d3a4d-ba64-4500-9b7e-64cfe1430401", - "scrolled": true - }, - "outputs": [], - "source": [ - "fields.update(sfc_data)" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "m-6jpVe9xvxr" - }, - "source": [ - "#### Add the pressure levels fields" - ] - }, - { - "cell_type": "code", - "execution_count": 76, - "metadata": {}, - "outputs": [], - "source": [ - "pl_data=get_open_data(param=PARAM_PL, levelist=LEVELS)" - ] - }, - { - "cell_type": "code", - "execution_count": 77, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/", - "height": 17, - "referenced_widgets": [ - "e85831a585b4474284eeccc7403c6d6a", - "95909816a021463082be3fbd717b91f8", - "612a1882b3184d41ba337f0da2c513be", - "cf80c790c9994f168bd349fd93180fa8", - "85fa8cffc2a54c34a0a5661c309ccd95", - "fdb25a1d306e40539295ea995d59d011", - "4e3e32358ece4093af2e06615531ed77", - "83d83d3305d84c98a871fc8559e2e177", - "12ddda55fc884a48b8d4563843da20fe", - "7a27c1645f924655805568959f6256c1", - "0ffec54991a94c10b6e455696389f725", - "e172d23a055d4184bc00a7f7a5f59a8a", - "dbd3608f85634dcba7242d7e2672fa0f", - "611bc2338a1343d1b534eada92fd3545", - "68473001b7a746a5ae5a819071839a70", - "6d5a830229a049babef7b6fed8b3da2a", - "f197a28a70164daeb51f84247056f00d", - "16b342b766a840e7b2466add51d83e1a", - "fb25c8b6d79446dc94c6b977a1b99572", - "c5903fc789d54233a5250705b0267337", - "d3be2aaf4f27438e82ce7433a865b9ba", - "f8074f08f07c485c9de25abcc50c8456" - ] - }, - "executionInfo": { - "elapsed": 131873, - "status": "ok", - "timestamp": 1733384822925, - "user": { - "displayName": "", - "userId": "" - }, - "user_tz": -60 - }, - "id": "zDGmj1IELEtg", - "outputId": "b9ce620d-1688-43f5-e510-09623e20d888" - }, - "outputs": [], - "source": [ - "fields.update(pl_data)" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "UihlVXsbx2q0" - }, - "source": [ - "#### Convert geopotential height into geopotential" - ] - }, - { - "cell_type": "code", - "execution_count": 78, - "metadata": { - "executionInfo": { - "elapsed": 206, - "status": "ok", - "timestamp": 1733384828222, - "user": { - "displayName": "", - "userId": "" - }, - "user_tz": -60 - }, - "id": "H8D93y_5LEtg" - }, - "outputs": [], - "source": [ - "# Transform GH to Z\n", - "for level in LEVELS:\n", - " gh = fields.pop(f\"gh_{level}\")\n", - " fields[f\"z_{level}\"] = gh * 9.80665" - ] - }, - { - "cell_type": "code", - "execution_count": 74, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "dict_keys(['10u', '10v', '2d', '2t', 'msl', 'skt', 'sp', 'tcw', 'lsm', 'z', 'slor', 'sdor', 't_1000', 't_925', 't_850', 't_700', 't_600', 't_500', 't_400', 't_300', 't_250', 't_200', 't_150', 't_100', 't_50', 'u_1000', 'u_925', 'u_850', 'u_700', 'u_600', 'u_500', 'u_400', 'u_300', 'u_250', 'u_200', 'u_150', 'u_100', 'u_50', 'v_1000', 'v_925', 'v_850', 'v_700', 'v_600', 'v_500', 'v_400', 'v_300', 'v_250', 'v_200', 'v_150', 'v_100', 'v_50', 'w_1000', 'w_925', 'w_850', 'w_700', 'w_600', 'w_500', 'w_400', 'w_300', 'w_250', 'w_200', 'w_150', 'w_100', 'w_50', 'q_1000', 'q_925', 'q_850', 'q_700', 'q_600', 'q_500', 'q_400', 'q_300', 'q_250', 'q_200', 'q_150', 'q_100', 'q_50', 'z_1000', 'z_925', 'z_850', 'z_700', 'z_600', 'z_500', 'z_400', 'z_300', 'z_250', 'z_200', 'z_150', 'z_100', 'z_50'])" - ] - }, - "execution_count": 74, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fields.keys()" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "w570pN1gx6yS" - }, - "source": [ - "### Create Initial State" - ] - }, - { - "cell_type": "code", - "execution_count": 79, - "metadata": { - "executionInfo": { - "elapsed": 187, - "status": "ok", - "timestamp": 1733384830787, - "user": { - "displayName": "", - "userId": "" - }, - "user_tz": -60 - }, - "id": "PndCJ7JKLEtg" - }, - "outputs": [], - "source": [ - "input_state = dict(date=DATE, fields=fields)" - ] - }, - { - "cell_type": "code", - "execution_count": 82, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "dict_keys(['10u', '10v', '2d', '2t', 'msl', 'skt', 'sp', 'tcw', 'lsm', 'z', 'slor', 'sdor', 't_1000', 't_925', 't_850', 't_700', 't_600', 't_500', 't_400', 't_300', 't_250', 't_200', 't_150', 't_100', 't_50', 'u_1000', 'u_925', 'u_850', 'u_700', 'u_600', 'u_500', 'u_400', 'u_300', 'u_250', 'u_200', 'u_150', 'u_100', 'u_50', 'v_1000', 'v_925', 'v_850', 'v_700', 'v_600', 'v_500', 'v_400', 'v_300', 'v_250', 'v_200', 'v_150', 'v_100', 'v_50', 'w_1000', 'w_925', 'w_850', 'w_700', 'w_600', 'w_500', 'w_400', 'w_300', 'w_250', 'w_200', 'w_150', 'w_100', 'w_50', 'q_1000', 'q_925', 'q_850', 'q_700', 'q_600', 'q_500', 'q_400', 'q_300', 'q_250', 'q_200', 'q_150', 'q_100', 'q_50', 'z_1000', 'z_925', 'z_850', 'z_700', 'z_600', 'z_500', 'z_400', 'z_300', 'z_250', 'z_200', 'z_150', 'z_100', 'z_50'])" - ] - }, - "execution_count": 82, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "input_state['fields'].keys()" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "ceToC7Kuyddk" - }, - "source": [ - "# 3. Load the Model and Run the Forecast" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "9ozNl0kZy7wv" - }, - "source": [ - "### Download the Model's Checkpoint from Hugging Face & create a Runner" - ] - }, - { - "cell_type": "code", - "execution_count": 83, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/", - "height": 173, - "referenced_widgets": [ - "50215614639344198a7b297ba05b75a0", - "04d53ab404ea4571938fa1049296a322", - "b7eaa9417e2144a3a91a4defa4883a28", - "5d53b4f6d81c4d63a8f717cc4575d1f5", - "d4a1986815394711bf612145074cfa7e", - "bd4aa43801dd48c88a6354bbb0b80115", - "32341120752344898e2932b6ce5f4dfb", - "b0691e09b17944879def85aa0ed8397b", - "b9543d271edf446aa4d0b1c4c61b62e7", - "726b5cbb17504bbcbd8053b52208a72d", - "c250ee19694e4b08855f1a851f4b44d0" - ] - }, - "executionInfo": { - "elapsed": 25240, - "status": "ok", - "timestamp": 1733384899272, - "user": { - "displayName": "", - "userId": "" - }, - "user_tz": -60 - }, - "id": "SlBKKvxxVVb0", - "outputId": "451e1aeb-5667-41dd-b986-eff9b07c761c" - }, - "outputs": [], - "source": [ - "checkpoint = {\"huggingface\":\"ecmwf/aifs-single\"}" - ] - }, - { - "cell_type": "code", - "execution_count": 84, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'huggingface': 'ecmwf/aifs-single'}" - ] - }, - "execution_count": 84, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "checkpoint" - ] - }, - { - "cell_type": "code", - "execution_count": 85, - "metadata": { - "executionInfo": { - "elapsed": 193, - "status": "ok", - "timestamp": 1733384905394, - "user": { - "displayName": "", - "userId": "" - }, - "user_tz": -60 - }, - "id": "FAw6hansLEth" - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Fetching 10 files: 100%|██████████| 10/10 [00:00<00:00, 20311.40it/s]\n" - ] - } - ], - "source": [ - "runner = SimpleRunner(checkpoint, device=\"cuda\")" - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Thu Feb 13 09:15:28 2025 \n", - "+-----------------------------------------------------------------------------------------+\n", - "| NVIDIA-SMI 550.54.14 Driver Version: 550.54.14 CUDA Version: 12.4 |\n", - "|-----------------------------------------+------------------------+----------------------+\n", - "| GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC |\n", - "| Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. |\n", - "| | | MIG M. |\n", - "|=========================================+========================+======================|\n", - "| 0 NVIDIA A100-SXM4-40GB On | 00000000:03:00.0 Off | 0 |\n", - "| N/A 38C P0 61W / 400W | 40068MiB / 40960MiB | 0% Default |\n", - "| | | Disabled |\n", - "+-----------------------------------------+------------------------+----------------------+\n", - " \n", - "+-----------------------------------------------------------------------------------------+\n", - "| Processes: |\n", - "| GPU GI CI PID Type Process name GPU Memory |\n", - "| ID ID Usage |\n", - "|=========================================================================================|\n", - "| 0 N/A N/A 2097036 C ..._perm_a/ecm2559/hf_venv/bin/python3 40060MiB |\n", - "+-----------------------------------------------------------------------------------------+\n" - ] - } - ], - "source": [ - "!nvidia-smi" - ] - }, - { - "cell_type": "code", - "execution_count": 101, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([ 89.78487691, 89.78487691, 89.78487691, ..., -89.78487691,\n", - " -89.78487691, -89.78487691], shape=(542080,))" - ] - }, - "execution_count": 101, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "runner.checkpoint.latitudes" - ] - }, - { - "cell_type": "code", - "execution_count": 102, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([ 0., 20., 40., ..., 300., 320., 340.], shape=(542080,))" - ] - }, - "execution_count": 102, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "runner.checkpoint.longitudes" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "OBk-UicWy2Q4" - }, - "source": [ - "#### Run the forecast" - ] - }, - { - "cell_type": "code", - "execution_count": 87, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/", - "height": 356 - }, - "executionInfo": { - "elapsed": 13608, - "status": "error", - "timestamp": 1733385010138, - "user": { - "displayName": "", - "userId": "" - }, - "user_tz": -60 - }, - "id": "23AGQecDLEth", - "outputId": "0724dc11-a9ba-4cb5-a125-374f12ffa3d1" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "😀 date=2025-02-18T12:00:00 latitudes=(542080,) longitudes=(542080,) fields=88\n", - "\n", - " q_50 shape=(542080,) min=1.73914e-06 max=3.51139e-06 \n", - " t_700 shape=(542080,) min=232.935 max=289.876 \n", - " v_300 shape=(542080,) min=-54.242 max=63.4363 \n", - " z_100 shape=(542080,) min=146455 max=164081 \n", - " tp shape=(542080,) min=0 max=0.124302 \n", - "\n", - "\n", - "😀 date=2025-02-18T18:00:00 latitudes=(542080,) longitudes=(542080,) fields=88\n", - "\n", - " q_50 shape=(542080,) min=1.7754e-06 max=3.40981e-06 \n", - " t_700 shape=(542080,) min=231.705 max=291.477 \n", - " v_300 shape=(542080,) min=-60.8135 max=58.4951 \n", - " z_100 shape=(542080,) min=146348 max=164091 \n", - " tp shape=(542080,) min=0 max=0.183746 \n", - "\n" - ] - } - ], - "source": [ - "for state in runner.run(input_state=input_state, lead_time=12):\n", - " print_state(state)" - ] - }, - { - "cell_type": "code", - "execution_count": 88, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "dict_keys(['10u', '10v', '2d', '2t', 'msl', 'skt', 'sp', 'tcw', 'lsm', 'z', 'slor', 'sdor', 't_1000', 't_925', 't_850', 't_700', 't_600', 't_500', 't_400', 't_300', 't_250', 't_200', 't_150', 't_100', 't_50', 'u_1000', 'u_925', 'u_850', 'u_700', 'u_600', 'u_500', 'u_400', 'u_300', 'u_250', 'u_200', 'u_150', 'u_100', 'u_50', 'v_1000', 'v_925', 'v_850', 'v_700', 'v_600', 'v_500', 'v_400', 'v_300', 'v_250', 'v_200', 'v_150', 'v_100', 'v_50', 'w_1000', 'w_925', 'w_850', 'w_700', 'w_600', 'w_500', 'w_400', 'w_300', 'w_250', 'w_200', 'w_150', 'w_100', 'w_50', 'q_1000', 'q_925', 'q_850', 'q_700', 'q_600', 'q_500', 'q_400', 'q_300', 'q_250', 'q_200', 'q_150', 'q_100', 'q_50', 'z_1000', 'z_925', 'z_850', 'z_700', 'z_600', 'z_500', 'z_400', 'z_300', 'z_250', 'z_200', 'z_150', 'z_100', 'z_50', 'cos_latitude', 'cos_longitude', 'sin_latitude', 'sin_longitude', 'cos_julian_day', 'cos_local_time', 'sin_julian_day', 'sin_local_time', 'insolation'])" - ] - }, - "execution_count": 88, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "input_state['fields'].keys()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# 4. Inspect the generated forecast" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Plot a field" - ] - }, - { - "cell_type": "code", - "execution_count": 89, - "metadata": { - "id": "6C9NyonKLEth" - }, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt\n", - "import cartopy.crs as ccrs\n", - "import cartopy.feature as cfeature\n", - "import matplotlib.tri as tri" - ] - }, - { - "cell_type": "code", - "execution_count": 90, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/", - "height": 446 - }, - "id": "-5PkTWaFLEth", - "outputId": "0fe9d1ff-14bc-42b6-91d7-0f3c24b3fc42" - }, - "outputs": [ - { - "data": { - "image/png": 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", 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