{ "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==0.3.3 anemoi-models==0.2.1\n", "#!pip install -q earthkit-regrid==0.3.4 ecmwf-opendata huggingface_hub\n", "#!pip install -q flash_attn" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "executionInfo": { "elapsed": 3143, "status": "ok", "timestamp": 1733384445221, "user": { "displayName": "", "userId": "" }, "user_tz": -60 }, "id": "VBJmsrqGLEtb" }, "outputs": [], "source": [ "import datetime\n", "import earthkit.data as ekd\n", "import earthkit.regrid as ekr\n", "import numpy as np\n", "from collections import defaultdict\n", "from anemoi.inference.runners.simple import SimpleRunner\n", "from anemoi.inference.outputs.printer import print_state\n", "from ecmwf.opendata import Client as OpendataClient\n", "from huggingface_hub import hf_hub_download" ] }, { "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": 4, "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": 5, "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": 6, "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 2024-12-05 18:00:00\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": 7, "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", " # 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": 8, "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": 9, "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" }, "outputs": [], "source": [ "fields.update(get_open_data(param=PARAM_SFC))" ] }, { "cell_type": "markdown", "metadata": { "id": "m-6jpVe9xvxr" }, "source": [ "#### Add the pressure levels fields" ] }, { "cell_type": "code", "execution_count": 10, "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(get_open_data(param=PARAM_PL, levelist=LEVELS))" ] }, { "cell_type": "markdown", "metadata": { "id": "UihlVXsbx2q0" }, "source": [ "#### Convert geopotential height into geopotential" ] }, { "cell_type": "code", "execution_count": 11, "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": "markdown", "metadata": { "id": "w570pN1gx6yS" }, "source": [ "### Create Initial State" ] }, { "cell_type": "code", "execution_count": 12, "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": "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" ] }, { "cell_type": "code", "execution_count": 13, "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 = hf_hub_download(\"ecmwf/aifs-single\", \"aifs_single_v0.2.1.ckpt\")" ] }, { "cell_type": "markdown", "metadata": { "id": "q0XkPwTbx9or" }, "source": [ "#### Create a Runner" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "executionInfo": { "elapsed": 193, "status": "ok", "timestamp": 1733384905394, "user": { "displayName": "", "userId": "" }, "user_tz": -60 }, "id": "FAw6hansLEth" }, "outputs": [], "source": [ "runner = SimpleRunner(checkpoint, device=\"cuda\")" ] }, { "cell_type": "markdown", "metadata": { "id": "OBk-UicWy2Q4" }, "source": [ "#### Run the forecast" ] }, { "cell_type": "code", "execution_count": 15, "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=2024-12-06T00:00:00 latitudes=(542080,) longitudes=(542080,) fields=88\n", "\n", " q_50 shape=(542080,) min=1.84903e-06 max=3.27183e-06 \n", " t_700 shape=(542080,) min=230.54 max=294.216 \n", " v_300 shape=(542080,) min=-61.2203 max=74.7568 \n", " z_100 shape=(542080,) min=147618 max=164196 \n", " tp shape=(542080,) min=0 max=0.0758046 \n", "\n", "\n", "😀 date=2024-12-06T06:00:00 latitudes=(542080,) longitudes=(542080,) fields=88\n", "\n", " q_50 shape=(542080,) min=1.80871e-06 max=3.24624e-06 \n", " t_700 shape=(542080,) min=230.665 max=289.259 \n", " v_300 shape=(542080,) min=-56.8823 max=64.5709 \n", " z_100 shape=(542080,) min=147671 max=164199 \n", " tp shape=(542080,) min=0 max=0.1131 \n", "\n" ] } ], "source": [ "for state in runner.run(input_state=input_state, lead_time=12):\n", " print_state(state)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 4. Inspect the generated forecast" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Plot a field" ] }, { "cell_type": "code", "execution_count": 16, "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": 17, "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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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def fix(lons):\n", " # Shift the longitudes from 0-360 to -180-180\n", " return np.where(lons > 180, lons - 360, lons)\n", "\n", "latitudes = state[\"latitudes\"]\n", "longitudes = state[\"longitudes\"]\n", "values = state[\"fields\"][\"2t\"]\n", "\n", "fig, ax = plt.subplots(figsize=(10, 6), subplot_kw={\"projection\": ccrs.PlateCarree()})\n", "ax.coastlines()\n", "ax.add_feature(cfeature.BORDERS, linestyle=\":\")\n", "\n", "triangulation = tri.Triangulation(fix(longitudes), latitudes)\n", "ax.tricontourf(triangulation, values, levels=20, transform=ccrs.PlateCarree(), cmap=\"turbo\")\n", "plt.title(\"Temperature at 2m {}\".format(state[\"date\"]))\n", "plt.show()" ] } ], "metadata": { "accelerator": "GPU", "colab": { "gpuType": "T4", "provenance": [ { "file_id": "https://huggingface.co/ecmwf/aifs-single/blob/main/run_AIFS_v0_2_1.ipynb", "timestamp": 1733385064965 } ], "toc_visible": true }, "kernelspec": { 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