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+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "f5a954d5",
+ "metadata": {},
+ "source": [
+ "# Pangeo Vorticity Workload\n",
+ "\n",
+ "This is a notebook for exploring a simplified version of the example in https://github.com/pangeo-data/distributed-array-examples/issues/1.\n",
+ "\n",
+ "In particular, it is the code from https://github.com/coiled/coiled-runtime/issues/174"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "8d745a7b",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import cubed.array_api as xp\n",
+ "import cubed.random\n",
+ "from cubed.extensions.tqdm import TqdmProgressBar"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "1bff01e3",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "a = cubed.random.random((1000, 900, 800), chunks=100)\n",
+ "b = cubed.random.random((1000, 900, 800), chunks=100)\n",
+ "x = cubed.random.random((900, 800), chunks=100)\n",
+ "y = cubed.random.random((900, 800), chunks=100)\n",
+ "\n",
+ "result = a[1:] * x + b[1:] * y\n",
+ "result = xp.mean(result)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "f8ca9389",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/svg+xml": [
+ ""
+ ],
+ "text/plain": [
+ ""
+ ]
+ },
+ "execution_count": 3,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "result.visualize(\"pangeo-vorticity\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "0b9b8905",
+ "metadata": {},
+ "outputs": [
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+ "array-019: 0%| | 0/1 [00:00
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