feat: support image outputs during code execution (#674)
Co-authored-by: Bailey Simrell <baileysimrell@gmail.com>
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7 changed files with 313 additions and 117 deletions
246
components/run-code-button.tsx
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246
components/run-code-button.tsx
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import { generateUUID } from '@/lib/utils';
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import {
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type Dispatch,
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type SetStateAction,
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startTransition,
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useCallback,
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useState,
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useEffect,
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} from 'react';
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import type { ConsoleOutput, UIBlock } from './block';
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import { Button } from './ui/button';
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import { PlayIcon } from './icons';
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function detectPythonImports(code: string, pyodide: any): Set<string> {
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const imports = new Set<string>();
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const importPatterns = [
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/import\s+(\w+)(?:\s+as\s+\w+)?/g,
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/from\s+(\w+(?:\.\w+)*)\s+import/g,
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/import\s+(\w+(?:\.\w+)*)/g,
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];
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for (const pattern of importPatterns) {
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let match: RegExpExecArray | null;
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while (true) {
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match = pattern.exec(code);
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if (match === null) break;
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const rootPackage = match[1].split('.')[0];
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if (rootPackage) {
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imports.add(rootPackage);
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}
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}
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}
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// Get standard libraries dynamically when initializing Pyodide
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let standardLibs = new Set<string>();
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if (pyodide) {
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const stdLibModules = pyodide.runPython(`
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import sys
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list(sys.stdlib_module_names)
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`);
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standardLibs = new Set(stdLibModules);
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}
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return new Set(Array.from(imports).filter((pkg) => !standardLibs.has(pkg)));
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}
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const OUTPUT_HANDLERS = {
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matplotlib: `
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from matplotlib import pyplot as plt
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# Clear any existing plots
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plt.clf()
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plt.close('all')
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# Switch to agg backend
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plt.switch_backend('agg')
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def setup_matplotlib_output():
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def custom_show():
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if plt.gcf().get_size_inches().prod() * plt.gcf().dpi ** 2 > 25_000_000:
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print("Warning: Plot size too large, reducing quality")
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plt.gcf().set_dpi(100)
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png_buf = io.BytesIO()
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plt.savefig(png_buf, format='png')
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png_buf.seek(0)
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png_base64 = base64.b64encode(png_buf.read()).decode('utf-8')
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print(f'data:image/png;base64,{png_base64}')
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png_buf.close()
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plt.clf()
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plt.close('all')
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plt.show = custom_show
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`,
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basic: `
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# Basic output capture setup
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`,
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};
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function detectRequiredHandlers(code: string): string[] {
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const handlers: string[] = ['basic'];
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if (code.includes('matplotlib') || code.includes('plt.')) {
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handlers.push('matplotlib');
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}
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return handlers;
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}
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export function RunCodeButton({
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block,
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setConsoleOutputs,
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}: {
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block: UIBlock;
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setConsoleOutputs: Dispatch<SetStateAction<Array<ConsoleOutput>>>;
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}) {
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const [pyodide, setPyodide] = useState<any>(null);
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const isPython = true;
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const codeContent = block.content;
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const loadAndRunPython = useCallback(async () => {
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const runId = generateUUID();
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setConsoleOutputs((outputs) => [
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...outputs,
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{
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id: runId,
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contents: [],
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status: 'in_progress',
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},
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]);
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let currentPyodideInstance = pyodide;
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if (isPython) {
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try {
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if (!currentPyodideInstance) {
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// @ts-expect-error - loadPyodide is not defined
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const newPyodideInstance = await loadPyodide({
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indexURL: 'https://cdn.jsdelivr.net/pyodide/v0.23.4/full/',
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});
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setPyodide(newPyodideInstance);
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currentPyodideInstance = newPyodideInstance;
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}
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await currentPyodideInstance.runPythonAsync(`
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import sys, io, gc
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import base64
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sys.stdout = io.StringIO()
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`);
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// Detect and load required packages
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const requiredPackages = detectPythonImports(
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codeContent,
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currentPyodideInstance,
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);
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if (requiredPackages.size > 0) {
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setConsoleOutputs((outputs) => [
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...outputs.filter((output) => output.id !== runId),
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{
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id: runId,
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contents: [],
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status: 'loading_packages',
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},
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]);
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await currentPyodideInstance.loadPackage(
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Array.from(requiredPackages),
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);
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}
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const requiredHandlers = detectRequiredHandlers(codeContent);
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for (const handler of requiredHandlers) {
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if (OUTPUT_HANDLERS[handler as keyof typeof OUTPUT_HANDLERS]) {
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await currentPyodideInstance.runPythonAsync(
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OUTPUT_HANDLERS[handler as keyof typeof OUTPUT_HANDLERS],
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);
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if (handler === 'matplotlib') {
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await currentPyodideInstance.runPythonAsync(
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'setup_matplotlib_output()',
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);
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}
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}
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}
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await currentPyodideInstance.runPythonAsync(codeContent);
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const runOutput = await currentPyodideInstance.runPythonAsync(
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`sys.stdout.getvalue()`,
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);
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const runOutputByLines: string[] = runOutput.split('\n');
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setConsoleOutputs((outputs) => [
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...outputs.filter((output) => output.id !== runId),
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{
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id: generateUUID(),
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contents: runOutputByLines
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.filter((line) => line.trim().length)
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.map((line) => ({
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type: line.startsWith('data:image/png;base64')
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? 'image'
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: 'text',
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value: line,
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})),
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status: 'completed',
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},
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]);
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} catch (error: any) {
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setConsoleOutputs((outputs) => [
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...outputs.filter((output) => output.id !== runId),
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{
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id: runId,
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contents: [{ type: 'text', value: error.message }],
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status: 'failed',
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},
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]);
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}
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}
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}, [pyodide, codeContent, isPython, setConsoleOutputs]);
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useEffect(() => {
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return () => {
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if (pyodide) {
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try {
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pyodide.runPythonAsync(`
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import sys
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has_plt = 'matplotlib.pyplot' in sys.modules
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if has_plt:
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import matplotlib.pyplot as plt
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plt.clf()
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plt.close('all')
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gc.collect()
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`);
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} catch (error) {
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console.warn('Cleanup failed:', error);
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}
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}
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};
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}, [pyodide]);
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return (
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<Button
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variant="outline"
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className="py-1.5 px-2 h-fit dark:hover:bg-zinc-700"
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onClick={() => {
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startTransition(() => {
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loadAndRunPython();
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});
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}}
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disabled={block.status === 'streaming'}
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>
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<PlayIcon size={18} /> Run
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</Button>
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);
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}
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